From 602f65c7d59b8801f1bd1defcc89ce4258bc6555 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Wed, 20 Apr 2022 17:23:05 +0200 Subject: [PATCH 01/13] Pre-filtering pings when filtering areas with gpd bounds. --- mobilkit/spatial.py | 17 +++++++++++++++++ mobilkit/tools.py | 26 ++++++++++++++++++++++++++ 2 files changed, 43 insertions(+) diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 10bf215..cc9d1c8 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -41,6 +41,8 @@ dttColName, zidColName, ) +from mobilkit.tools import computeGDFbounds + from mpl_toolkits.axes_grid1 import make_axes_locatable from itertools import chain from shapely.geometry import Polygon @@ -88,6 +90,21 @@ def localAssign(_df): _df[zidColName] = df_out[zidColName].astype(int) return _df + if filterAreas: + # Leave at once the pings outside of bounds + bounds = computeGDFbounds(zones_gdf) + minx, maxx, miny, maxy = ( + bounds['minx'], + bounds['maxx'], + bounds['miny'], + bounds['maxy'], + ) + query = '{0} >= {2} & {0} <= {3} & {1} >= {4} & {1} <= {5}'.format(lonColName, + latColName, + minx, maxx, + miny, maxy) + df = df.query(query) + if partitions_number is not None: df = df.repartition(npartitions=partitions_number) out_df = df.map_partitions(localAssign) diff --git a/mobilkit/tools.py b/mobilkit/tools.py index fc564b4..ae7f596 100644 --- a/mobilkit/tools.py +++ b/mobilkit/tools.py @@ -9,6 +9,7 @@ import numpy as np import matplotlib.pyplot as plt +import geopandas as gpd from sklearn.cluster import KMeans from scipy.cluster.hierarchy import dendrogram, fcluster, linkage, correspond, inconsistent @@ -292,3 +293,28 @@ def plotClustersMap(gdf, results_clusters, mappings, nClusts=5): .plot(color="none", edgecolor="black", ax=ax, zorder=1) return gdf, ax + + +def computeGDFbounds(gdf: gpd.GeoDataFrame) -> dict: + ''' + Computes the bounds of a `geopandas.GeoDataFrame` `gdf` + and returns a dictionary with the `min(x,y)` and `max(x,y)` + keys and their value as values (minx is the minimum longitude). + + Parameters + ---------- + gdf : geopandas.GeoDataFrame + The GeoDataFrame with at least the ``geometry`` column. + + Returns + ------- + bounds : dict + The mapping between the min/max x and y and their values. + ''' + return gdf.bounds.agg({ + 'minx': min, + 'miny': min, + 'maxx': max, + 'maxy': max, + }).to_dict() + From 46368dedfea7e048476a56a2b2daa44654cdd62f Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 26 Apr 2022 18:38:05 +0200 Subject: [PATCH 02/13] Added spatial analyses and rationalized the ROG. --- mobilkit/dask_schemas.py | 3 + mobilkit/loader.py | 2 +- mobilkit/spatial.py | 227 +++++++++++++++++++++++++++++++++++++-- mobilkit/stats.py | 119 ++++++++++++-------- mobilkit/temporal.py | 55 +++++++++- mobilkit/tools.py | 6 +- 6 files changed, 357 insertions(+), 55 deletions(-) diff --git a/mobilkit/dask_schemas.py b/mobilkit/dask_schemas.py index 54fe7bd..d016773 100644 --- a/mobilkit/dask_schemas.py +++ b/mobilkit/dask_schemas.py @@ -25,6 +25,7 @@ finalize=lambda s1: s1.apply(lambda final: len(set(final))), ) +# Constant column names accColName = "acc" lonColName = "lng" latColName = "lat" @@ -32,6 +33,8 @@ utcColName = "UTC" dttColName = "datetime" zidColName = "tile_ID" +stpColName = 'stops' +ldtColName = 'leaving_datetime' eventLineRAW = [ diff --git a/mobilkit/loader.py b/mobilkit/loader.py index 871993a..ee07fc3 100644 --- a/mobilkit/loader.py +++ b/mobilkit/loader.py @@ -264,7 +264,7 @@ def loaddata_takeapeek(dirpath, sep, ext): def compute_datetime_col(df, selected_tz): if dttColName in df.columns: - print("Warning, %s column already present, not computing it...") + print("Warning, '%s' column already present, not computing it..." % dttColName) else: df[dttColName] = dd.to_datetime(df[utcColName]*1e9, utc=False, unit="ns")\ .dt.tz_localize("UTC")\ diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index cc9d1c8..000f1d8 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -40,6 +40,8 @@ utcColName, dttColName, zidColName, + stpColName, + ldtColName, ) from mobilkit.tools import computeGDFbounds @@ -87,7 +89,7 @@ def localAssign(_df): zones_gdf[[zidColName, "geometry"]], how="left") df_out = df_out[~df_out.index.duplicated()] df_out[zidColName].fillna(-1, inplace=True) - _df[zidColName] = df_out[zidColName].astype(int) + _df = _df.join(df_out[[zidColName]].astype(int)) return _df if filterAreas: @@ -103,7 +105,7 @@ def localAssign(_df): latColName, minx, maxx, miny, maxy) - df = df.query(query) + df = df.query(query).copy() if partitions_number is not None: df = df.repartition(npartitions=partitions_number) @@ -437,13 +439,224 @@ def haversine_pairwise(X,Y=None): return distances +# Stops and stays +def _stopRange(row, interval='1h'): + ''' + Helper function that takes a row with :attr:`mobilkit.dask_schemas.dttColName` + and :attr:`mobilkit.dask_schemas.ldtColName` as input and returns the times + between the initial and final time. If the end time crosses the interval time bin + the result is guaranteed to have two (or more) entries (e.g. with a 1 hour interval, + an initial time at 08:34 and a final time at 09:01 we find two steps at 08:34 and 09:34). + ''' + t_i = row[dttColName] + t_f = row[ldtColName].ceil(interval) - np.timedelta64(int(1e6)) + return pd.date_range(t_i, t_f, freq=interval) + + +def _expand_stops_partition(df, freq='1h', explode_stop=False): + ''' + Auxiliary function that takes as input a df with at least the + :attr:`mobilkit.dask_schemas.dttColName` and :attr:`mobilkit.dask_schemas.ldtColName` + columns and computes all the times in between spaced by `freq`. The result is + written in the :attr:`mobilkit.dask_schemas.stpColName` and possibly exploded if + `explode_stop=True`. + ''' + if df.shape[0] == 0: + df[stpColName] = [] + else: + df[stpColName] = df.apply(_stopRange, axis=1, interval=freq) + if explode_stop: + df = df.explode(stpColName) + del df[ldtColName] + return df -def rad_of_gyr(coords): + +def expandStops(df, freq:str='1h', explode_stop:bool=True): + ''' + Given a dataframe containing the single stops of one or more users (as returned by + :attr:`mobilkit.spatial.findStops`) it explodes them to be repeated once every `freq` + time bin they traverse (if `explode_stop`) or it lists them in the + :attr:`mobilkit.dask_schemas.stpColName` column. + + Parameters + ---------- + df : dask.datframe + A dataframe containing the stops of one or more users (as returned by + :attr:`mobilkit.spatial.findStops`). + freq : str, optional + The time bin to use to replicate/explode the stop. Currently all the valid + `freq` arguments to `pandas.date_range` are accepted. + explode_stop : bool, optional + If `True` the :attr:`mobilkit.dask_schemas.stpColName` column will contain + the exploded list of time bins touched by the stop, else the list itself. + + Returns + ------- + exploded_stops_df : dask.datframe + The initial dataframe with the additional column :attr:`mobilkit.dask_schemas.stpColName` + containing the time bins (or their list, depending on `explode_stop`) touched + by the stop. + ''' + return_meta = dict(**df.dtypes) + if explode_stop: + return_meta[stpColName] = return_meta[dttColName] + else: + return_meta[stpColName] = object # If explode stops is as dttcolname + exploded_stops_df = df.map_partitions(_expand_stops_partition, + freq=freq, + explode_stop=explode_stop) + return exploded_stops_df + + +def _find_stops(df, custom_stay_locations_kwds=None): + ''' + Auxiliary function to be applied to the per-user slice of a grouped + df containing the ping. + If not told otherwise, the stay location keywords passed to + `skmob.preprocessing.detection` are: + - `minutes_for_a_stop=5.0` + - `spatial_radius_km=0.2` + - `no_data_for_minutes=60*12` + - `leaving_time=True` + Theleaving datetime of the stop is saved into the :attr:`mobilkit.dask_schemas.ldtColName` + column. + ''' + stay_locations_kwds = dict(minutes_for_a_stop=5.0, + spatial_radius_km=0.2, + no_data_for_minutes=60*12, + leaving_time=True) + if custom_stay_locations_kwds: + stay_locations_kwds.update(custom_stay_locations_kwds) + + from skmob import TrajDataFrame + from skmob.preprocessing import detection + tdf = TrajDataFrame(df[[latColName, lonColName, uidColName, dttColName]], + latitude=latColName, + longitude=lonColName, + datetime=dttColName, + trajectory_id=None, + user_id=uidColName) + + stdf = detection.stay_locations(tdf, **stay_locations_kwds) + stdf = pd.DataFrame(stdf) + return stdf + + +def findStops(df, + tesselation_shp=None, + stay_locations_kwds=None, + filterAreas=True, + ): + ''' + Computes the stops of a group of users using the `scikit-mobility` tools. + Note that the `mobilkit[complete]` or `[skmob]` version should be installed to use this tool. + + Parameters + ---------- + df : dask.dataframe + A dataframe containing the raw pings with at least the latitude, longitude and datetime columns. + tessellation_shp : str, optional + The path to be used to tessellate the stops (if `None`, no tessellation will be performed). + stay_locations_kwds : dict, optional + The custom keywords to be passed to :attr:`mobilkit.spatial._find_stops`. If not told otherwise, + the stay location keywords passed to `skmob.preprocessing.detection` are: + - `minutes_for_a_stop=5.0` + - `spatial_radius_km=0.2` + - `no_data_for_minutes=60*12` + - `leaving_time=True` + filterAreas : bool, optional + Whether or not to filter out stops found outside of the tessellation when tessellating. + + Returns + ------- + stops_df : dask.dataframe + The dataframe with the latitude and longitude of each stop together with its starting time + (in the :attr:`mobilkit.dask_schemas.dttColName`) and ending time (saved into the + :attr:`mobilkit.dask_schemas.ldtColName` column). If a tessellation file is specified, + an additional :attr:`mobilkit.dask_schemas.zidColName` is telling in which grid cell the stop + is falling. + ''' + # return_meta = dict(**df_pings_filtered.dtypes) + return_meta = dict(**df.dtypes) + return_meta = {k: return_meta[k] for k in [latColName, lonColName, + uidColName, dttColName]} + return_meta[ldtColName] = return_meta[dttColName] + stops_df = df.groupby(uidColName)\ + .apply(_find_stops, + meta=return_meta, + custom_stay_locations_kwds=stay_locations_kwds, + ) + if tesselation_shp: + stops_df, _ = tessellate(stops_df, tesselation_shp, filterAreas=filterAreas) + return stops_df + + +# Distances and radius of gyration +def compute_ROG(df, which='both', df_hw_locs=None): + meta_out_rog = {'n_pings': np.int64} + if which in ['home','both']: + meta_out_rog.update({ + 'rog_home': np.float64, + 'com_home_'+latColName: np.float64, + 'com_home_'+lonColName: np.float64,}) + if which in ['total','both']: + meta_out_rog.update({ + 'rog_total': np.float64, + 'com_total_'+latColName: np.float64, + 'com_total_'+lonColName: np.float64, + }) + df_rog = df.groupby(uidColName)\ + .apply(groupApplyROG, meta=meta_out_rog, + which=which, df_hw_locs=df_hw_locs) + return df_rog + + +def _user_ROG(g, which='both', df_hw_locs=None): + compute = True + n_pings = g.shape[0] + coords = g[[latColName,lonColName]].values + tmp_uid = g[uidColName].iloc[-1] + # print(g[uidColName]) + out_vals = [n_pings] + out_cols = ['n_pings'] + if which in ['home','both']: + if tmp_uid in df_hw_locs.index: + row_user = df_hw_locs.loc[tmp_uid] + center_of_mass = np.array([row_user[latColName+'_home'], + row_user[lonColName+'_home']]).reshape((1,2)) + rog = rad_of_gyr(coords, center_of_mass=center_of_mass) + else: + center_of_mass = np.array([-999., -999.]).reshape((1,2)) + rog = -1. + out_vals.extend([rog, + center_of_mass[0,0], + center_of_mass[0,1],]) + out_cols.extend(['rog_home', + 'com_home_'+latColName, + 'com_home_'+lonColName, + ]) + if which in ['total', 'both']: + center_of_mass = np.mean(coords, axis=0, keepdims=True) + rog = rad_of_gyr(coords, center_of_mass=center_of_mass) + out_vals.extend([rog, + center_of_mass[0,0], + center_of_mass[0,1],]) + out_cols.extend(['rog_total', + 'com_total_'+latColName, + 'com_total_'+lonColName, + ]) + return pd.DataFrame([out_vals], columns=out_cols) + + +def rad_of_gyr(coords: np.array, center_of_mass=None) -> np.array: ''' Parameters ---------- coords : np.array a Nx*2 array of (lat,lon) coordinates. + center_of_mass : np.array, optional + A (1,2) np array containing the latitude and longitude of the center + of mass to be used to compute the ROG (for instance, the user's home). Returns ------- @@ -451,14 +664,14 @@ def rad_of_gyr(coords): The radius of gyration for the selected coords. ''' - com = np.mean(coords, axis=0, keepdims=True) - rog_sum = (haversine_pairwise(coords, com)**2.).sum() + if center_of_mass is None: + center_of_mass = np.mean(coords, axis=0, keepdims=True) + rog_sum = (haversine_pairwise(coords, center_of_mass)**2.).sum() rog = np.sqrt(rog_sum / max(1,coords.shape[0])) return rog - def total_distance_traveled(coords): ''' Parameters @@ -469,7 +682,7 @@ def total_distance_traveled(coords): Returns ------- total_distance_traveled : float - The radius of gyration for the selected coords. + The total distance traveled in the dataframe. ''' tot_dist = 0 for i, j in zip(coords[:-1,:], coords[1:,:]): diff --git a/mobilkit/stats.py b/mobilkit/stats.py index 2f8115f..e6503cf 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -13,6 +13,7 @@ However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user's home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case. ''' +import dask from dask import dataframe as dd from dask import array as da import dask.bag as db @@ -351,7 +352,7 @@ def areaStats(df, start_date=None, stop_date=None, hours=(0,24), weekdays=(1,2,3 return df_act -def userHomeWorkLocation(df_hw): +def userHomeWorkLocation(df_hw : dask.dataframe, force_different: bool=False): '''Given a dataframe returned by :attr:`mobilkit.stats.userHomeWork` computes, for each user, the home and work area as well as their location. The home/work area is the one with more pings recorded and the location is assigned to the mean point of this cloud. @@ -360,6 +361,8 @@ def userHomeWorkLocation(df_hw): df_hw : dask.dataframe A dataframe as returned by :attr:`mobilkit.stats.userHomeWork` with at least the `uid`, `tile_ID` and `isHome` and `isWork` columns. + force_different : bool, optional + Whether we want to force the work location to be different from the home location. Returns ------- @@ -384,54 +387,80 @@ def userHomeWorkLocation(df_hw): ''' # Same as before, focus on the points on the zone and times and compute the average point. # w_u = pyspark.sql.Window().partitionBy(uidColName) - - df_hw_cnt = df_hw.groupby([uidColName, zidColName])\ - [["isHome","isWork"]].agg("sum").reset_index() - df_hw_max = df_hw_cnt.groupby(uidColName)[["isHome","isWork"]].agg("max") - - df_hw_tot = df_hw_cnt.set_index(uidColName)\ - .join(df_hw_max, rsuffix="_max")\ - .reset_index() - - df_h_tot = df_hw_tot[df_hw_tot["isHome"] == df_hw_tot["isHome_max"]]\ - .drop_duplicates(uidColName) - df_w_tot = df_hw_tot[df_hw_tot["isWork"] == df_hw_tot["isWork_max"]]\ - .drop_duplicates(uidColName) - - loc_home = df_hw.merge(df_h_tot[[uidColName,zidColName,"isHome_max"]], - on=[uidColName,zidColName], how="inner")\ - [[uidColName,zidColName,latColName,lonColName,"isHome_max"]]\ - .rename(columns={"isHome_max": "pings"})\ - .reset_index().groupby(uidColName).agg({ - "pings": "first", - zidColName: "first", - latColName: "mean", - lonColName: "mean", - }) - - loc_work = df_hw.merge(df_w_tot[[uidColName,zidColName,"isWork_max"]], - on=[uidColName,zidColName], how="inner")\ - [[uidColName,zidColName,latColName,lonColName,"isWork_max"]]\ - .rename(columns={"isWork_max": "pings"})\ - .reset_index().groupby(uidColName).agg({ - "pings": "first", - zidColName: "first", - latColName: "mean", - lonColName: "mean", - }) - - df_hw_loc = loc_home.join(loc_work, uidColName, - how="outer", lsuffix="_home", rsuffix="_work").reset_index() - df_hw_loc = df_hw_loc.rename(columns={ - "tile_ID_home": "home_tile_ID", - "tile_ID_work": "work_tile_ID", - "pings_work": "work_pings", - "pings_home": "home_pings", - }) + meta = { + 'tot_pings': np.int64, + 'home_'+zidColName: np.int64, + latColName+'_home': np.float64, + lonColName+'_home': np.float64, + 'home_pings': np.int64, + 'work_'+zidColName: np.int64, + latColName+'_work': np.float64, + lonColName+'_work': np.float64, + 'work_pings': np.int64, + } + df_hw_loc = df_hw.groupby([uidColName])\ + .apply( + _determine_home_work_user, + force_different=force_different, + meta=meta + ) return df_hw_loc +def _determine_home_work_user(df, force_different: bool=False): + ''' + Help function to compute at once the home and work location of users. + Parameters + ---------- + df : dask.dataframe + The slice of the df returned by :attr:`mobilkit.stats.userHomeWork` when groupbed by user id. + force_different : bool, optional + Whether or not to force the work tile to be different from the home one. + ''' + n_pings = df.shape[0] + uid = df[uidColName].iloc[0] + cnt_hw = df[df['isHome'] | df['isWork']].groupby(zidColName)[["isHome","isWork"]].agg("sum") + if cnt_hw.shape[0] == 0: + home_tile = work_tile = None + home_pings = work_pings = { + latColName: None, + lonColName: None, + 'n_pings': 0 + } + else: + home_tile = cnt_hw.reset_index().sort_values('isHome', ascending=False).iloc[0][zidColName] + home_pings = df[(df['isHome'] == True) & (df[zidColName] == home_tile)].agg({ + latColName: 'mean', + lonColName: 'mean', + zidColName: 'count', + }).rename({zidColName: 'n_pings'}) + + if force_different: + cnt_hw = cnt_hw[cnt_hw.index != home_tile] + if cnt_hw.shape[0] > 0: + work_tile = cnt_hw.reset_index().sort_values('isWork', ascending=False).iloc[0][zidColName] + work_pings = df[(df['isWork'] == True) & (df[zidColName] == work_tile)].agg({ + latColName: 'mean', + lonColName: 'mean', + zidColName: 'count', + }).rename({zidColName: 'n_pings'}) + else: + work_tile = None + work_pings = {latColName: None, lonColName: None, 'n_pings': 0} + + return pd.Series({'tot_pings': n_pings, + 'home_'+zidColName: home_tile, + latColName+'_home': home_pings[latColName], + lonColName+'_home': home_pings[lonColName], + 'home_pings': home_pings['n_pings'], + 'work_'+zidColName: work_tile, + latColName+'_work': work_pings[latColName], + lonColName+'_work': work_pings[lonColName], + 'work_pings': work_pings['n_pings'], + }) + + def plotUsersHist(users_stats, min_pings=5, min_days=5, days="active", cmap='YlGnBu', xbins=100, ybins=20): '''Function to plot the 2d histogram of the users stats. diff --git a/mobilkit/temporal.py b/mobilkit/temporal.py index 5284cea..598a3e8 100644 --- a/mobilkit/temporal.py +++ b/mobilkit/temporal.py @@ -13,6 +13,7 @@ import geopandas as gpd from datetime import datetime, timedelta +import dask from dask import dataframe as dd from dask import array as da import dask.bag as db @@ -288,7 +289,7 @@ def computeTemporalProfile(df_tot, timeBin, (i.e., ``"weekly"`` or ``"monthly"`` if ``timeBin="week"``) otherwise the normalization will fail. weekdays : set or list, optional - The weekdays to consider (1 Sunday -> 7 Saturday). + The weekdays to consider (0 Monday -> 6 Sunday). Default ``None`` equals to keep all. normalize : str, optional One of ``None, "area", "total"``. @@ -949,3 +950,55 @@ def plotDisplacement(count_users_per_area, pivoted, gdf, return fig, gdf + + +def computeVolumeProfile(df: dask.dataframe.DataFrame, + what: str='pings', + normalized: bool =True, + freq='1d', + ) -> pd.DataFrame: + ''' + Computes the volume of pings or users in a given interval given by `freq`. + + Parameters + ---------- + df : dask.dataframe.DataFrame + The dataframe containing the pings with at least the :attr:`mobilkit.dask_schemas.dttColName` and the + :attr:`mobilkit.dask_schemas.uidColName` columns. + what : str + `pings` `users` or `both`, the volume to count. + `normalize` : bool + If `True` will normalize the curve in the 0-1 range, otherwise returns the raw count. + `freq` : str + A valid datetime interval up to which the dates will be floored. + + Returns + ------- + volume : pd.DataFrame + A dataframe whose index is the time bin and whose value is the observed volume. + ''' + df['time_bin'] = df[dttColName].dt.floor(freq) + if what == 'pings': + aggDict = {uidColName: 'count'} + elif what == 'users': + aggDict = {uidColName: nunique} + elif what == 'both': + aggDict = {uidColName: [nunique, 'count']} + else: + raise RuntimeError('Unknown aggregation %s' % what) + + df_volume = df.groupby('time_bin').agg(aggDict).compute() + del df['time_bin'] + + if what == 'both': + df_volume = df_volume.droplevel(0, axis=1) + df_volume.rename(columns={'nunique': 'users', 'count': 'pings'}, + inplace=True) + else: + df_volume.rename(columns={uidColName: what}, + inplace=True) + + if normalized: + df_volume /= df_volume.max() + + return df_volume diff --git a/mobilkit/tools.py b/mobilkit/tools.py index ae7f596..75593e3 100644 --- a/mobilkit/tools.py +++ b/mobilkit/tools.py @@ -133,7 +133,11 @@ def checkScore(results_clusters, score="scores"): return ax -def visualizeClustersProfiles(results_clusters, nClusts=5, showMean=False, showMedian=True, showCurves=True, together=False): +def visualizeClustersProfiles(results_clusters, nClusts=5, + showMean=False, + showMedian=True, + showCurves=True, + together=False): '''Function to plot the temporal profiles of clustering. Parameters From b026eda508783ff6db1399a1760f1ab3c8d268aa Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Mon, 2 May 2022 18:41:06 +0200 Subject: [PATCH 03/13] Stats and temporal profiles fixed but still not handling large number of users. --- .gitignore | 2 + mobilkit/__init__.py | 2 +- mobilkit/dask_schemas.py | 7 + mobilkit/spatial.py | 84 ++++++-- mobilkit/stats.py | 401 +++++++++++++++++++++++++++++++++++++++ mobilkit/temporal.py | 179 +++++------------ mobilkit/tools.py | 138 ++++++++++++++ setup.cfg | 1 + 8 files changed, 672 insertions(+), 142 deletions(-) diff --git a/.gitignore b/.gitignore index e804ee3..179d77b 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +build +mobilkit.egg-info *.pyc *.gz *.pyo diff --git a/mobilkit/__init__.py b/mobilkit/__init__.py index 0232d6b..2afea93 100644 --- a/mobilkit/__init__.py +++ b/mobilkit/__init__.py @@ -18,4 +18,4 @@ The `mobilkit` module documentation. ''' -__version__ = "0.1.7" +__version__ = "0.2.1" diff --git a/mobilkit/dask_schemas.py b/mobilkit/dask_schemas.py index d016773..5cdc49e 100644 --- a/mobilkit/dask_schemas.py +++ b/mobilkit/dask_schemas.py @@ -25,6 +25,13 @@ finalize=lambda s1: s1.apply(lambda final: len(set(final))), ) +sets2nunique = dd.Aggregation( + name="sets2nunique", + chunk=lambda s: s.apply(lambda x: list(set([e for es in x for e in es]))), + agg=lambda s0: s0.obj.groupby(level=list(range(s0.obj.index.nlevels))).sum(), + finalize=lambda s1: s1.apply(lambda final: len(set(final))), +) + # Constant column names accColName = "acc" lonColName = "lng" diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 000f1d8..395605d 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -415,6 +415,22 @@ def meanshift(df, bw=0.01, maxpoints=100, **kwargs): cluster_centers = ms.cluster_centers_ return cluster_centers[most] +def userHomeWorkDistance(r): + ''' + Computes the distance between `lat/lng_home` and `lat/lng_work` + for the row of a user. + + Returns + ------- + dist : float + None if one of the coords is invalid, the distance in km otherwise. + ''' + if pd.isna(r[lonColName+'_home']) or pd.isna(r[lonColName+'_work']): + return None + else: + home_place = np.array([r[latColName+'_home'], r[lonColName+'_home']]).reshape((1,2)) + work_place = np.array([r[latColName+'_work'], r[lonColName+'_work']]).reshape((1,2)) + return haversine_pairwise(home_place, work_place)[0,0] def haversine_pairwise(X,Y=None): ''' @@ -606,7 +622,7 @@ def compute_ROG(df, which='both', df_hw_locs=None): 'com_total_'+lonColName: np.float64, }) df_rog = df.groupby(uidColName)\ - .apply(groupApplyROG, meta=meta_out_rog, + .apply(_user_ROG, meta=meta_out_rog, which=which, df_hw_locs=df_hw_locs) return df_rog @@ -672,6 +688,35 @@ def rad_of_gyr(coords: np.array, center_of_mass=None) -> np.array: return rog +def totalUserTravelDistance(df_pings, freq='1d'): + ''' + Computes the total distance traveled (km computed on the straight lines + between each point) by a user i each `freq` time bin. + + Parameters + ---------- + df_pings : dask.DataFrame + The dataframe containing at least the :attr:`mobilkit.dask_schemas.uidColName`, + :attr:`mobilkit.dask_schemas.latColName`, :attr:`mobilkit.dask_schemas.lonColName` + and :attr:`mobilkit.dask_schemas.dttColName`. + freq : str, optional + The datetime interval to fllor the `dttColName` to (default one day). + + Returns + ------- + ttd : dask.DataFrame + The dataframe containing the `user,tBin` index and a `ttd` column with the total + traveled distance (in km) for that user on that day. + ''' + df_pings['tBin'] = df_pings[dttColName].dt.floor(freq) + ttd = df_pings[[uidColName,'tBin',latColName,lonColName]]\ + .groupby([uidColName,'tBin'])\ + .apply(lambda g: + pd.Series({'ttd': total_distance_traveled(g[[latColName,lonColName]].values)}), + meta={'ttd':float}) + return ttd + + def total_distance_traveled(coords): ''' Parameters @@ -692,8 +737,13 @@ def total_distance_traveled(coords): # POIs tools -def convert_df_crs(df, lat_col="lat", lon_col="lng", - from_crs="EPSG:4326", to_crs="EPSG:6362"): +def convert_df_crs(df, + lat_col="lat", + lon_col="lng", + from_crs="EPSG:4326", + to_crs="EPSG:6362", + return_gdf=False, + ): ''' Parameters ---------- @@ -702,23 +752,35 @@ def convert_df_crs(df, lat_col="lat", lon_col="lng", lat_col, lon_col : str The names of the columns containing the latitude and longitude of the points in `df`. - from_crs, to_crs : str + from_crs, to_crs : str, optional The codes of the original and target projections to use. + If `to_crs` is None no reprojection is done. + return_gdf : bool, optional + If `True` returns the newly created gdf otherwise the original df with + two additional columns telling the projected lat and lon. Returns ------- - df : pd.DataFrame - The original data frame with two additional columns named `lat_col + '_proj'` + df : pd.DataFrame or gpd.GeoDataFrame + If `return_gdf` the df ported to a geodataframe in the `to_crs` projection. + Otherwise, the original data frame with two additional columns named `lat_col + '_proj'` and `lon_col + '_proj'` containing the original coordinates projected to `to_crs`. ''' - gdf = gpd.GeoDataFrame(df.copy(), geometry=gpd.points_from_xy(df[lon_col],df[lat_col])) - gdf.set_crs(from_crs, inplace=True) - gdf.to_crs(to_crs, inplace=True) - df = df.assign(**{ + gdf = gpd.GeoDataFrame(df.copy(), + geometry=gpd.points_from_xy(df[lon_col],df[lat_col]), + crs=from_crs, + ) + if to_crs is not None: + gdf.to_crs(to_crs, inplace=True) + + if return_gdf: + return gdf + else: + df = df.assign(**{ lon_col + "_proj": gdf["geometry"].x.values, lat_col + "_proj": gdf["geometry"].y.values}) - return df + return df def distanceHomeUser(g, lon_col=lonColName, lat_col=latColName, diff --git a/mobilkit/stats.py b/mobilkit/stats.py index e6503cf..eb2a727 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -19,9 +19,12 @@ import dask.bag as db from mobilkit.dask_schemas import nunique +from mobilkit.spatial import convert_df_crs, userHomeWorkDistance +from mobilkit.tools import userHomeWorkTravelTimeOSRM import numpy as np import pandas as pd +import geopandas as gpd import matplotlib.pyplot as plt import matplotlib from copy import copy @@ -461,6 +464,404 @@ def _determine_home_work_user(df, force_different: bool=False): }) +# Functions for spatial statistics +def userBasedBufferedStat(df_stat, df_user_grid, stat_col, + uid_col=uidColName, + tile_col=zidColName, + explode_col=False, + how='inner', + stats=['min','max','mean','std','count'], + ): + ''' + Given a dataframe containing the per user stat `df_stat` in the `stat_col` + and a dataframe containing the users per area as returned from `mk.stats.computeBufferStat` + computes the `stats` of the `stat_col` merging the two df on the `tile_col`. + + Parameters + ---------- + df_stat : pd.DataFrame + The dataframe containing at least the `uid_col` and `stat_col`. They can also be in the + df's index as it will be reset. + df_user_grid : pd.DataFrame + A dataframe containing the users per area (in the `uid_col` and `tile_col`)as returned + from `mk.stats.computeBufferStat` using passing as `gdf_stat` the home work locations, + `lat_name='lat_home',lon_name='lng_home'`, `column=uidColName` and `aggregation=set`. + uid_col, tile_col : str, optional + The columns containing the user id and the tile id in the two input dfs. + explode_col : bool, optional + Whether we need to explode the `stat_col` before merging (for list-like observations). + how : str, optional + The join method to use between the tile ids in the grid and the df of stats. + stats : list or str + The stats to be compute at the tile level on the `stat_col` column. + + Returns + ------- + stats : pd.DataFrame + The dataframe containing the tile id as index and with the stats in the + `stat_col_{min/max/mean}` format. + + Examples + -------- + >>> # Compute the per area buffered users based on home location (500m buffer): + >>> users_buffered_per_area = mk.stats.computeBufferStat( + gdf_stat=df_hw_locs_pd.reset_index()[['lat_home','lng_home', uidColName]], + gdf_grid=gdf_aoi_grid, + column=uidColName, + aggregation=set, + lat_name='lat_home', + lon_name='lng_home', + local_EPSG=local_EPSG, + buffer=500) + >>> # Compute the per area total daily traveled distance + >>> ttd_daily_user = mk.spatial.totalUserTravelDistance(df_pings, freq='1d') + >>> df_out = mk.stats.userBasedBufferedStat(ttd_daily_user, + users_buffered_per_area, + stat_col='ttd') + >>> df_out.head() + tile_ID | ttd_min | ttd_max | ttd_mean | ttd_std | ttd_count | + 12345 | 2.345 | 12.345 | 5.345 | 3.345 | 125 | + + ''' + if explode_col: + df_stat = df_stat.explode(stat_col) + stats_out = pd.merge( + df_user_grid.reset_index().explode(uid_col)[[uid_col,tile_col]], + df_stat.reset_index()[[uid_col,stat_col]], + on=uid_col, + how=how).groupby(tile_col).agg({stat_col: stats}) + if isinstance(stats, list): + stats_out.columns = ["_".join(c) for c in stats_out.columns] + return stats_out + +def computeBufferStat(gdf_stat, gdf_grid, + column, aggregation, + how='inner', + lat_name='lat', + lon_name='lng', + local_EPSG=None, + buffer=None): + ''' + Computes the statistics contained in a column of a dataframe containing the lat and lon + coordinates of points with respect to a `gdf_grid` tessellation, possibly applying local + reprojection and buffer on the points. This is equivalent to a KDE with a flat circular kernel of + radius `buffer`. + + Parameters + ---------- + gdf_stat, gdf_grid : gpd.GeoDataFrame + The geo-dataframes containing the statistics in the `column` column and the tessellation system. + They must be in the same reference system and will be projected to `local_EPSG`, if specified. + The `gdf_grid` will be dissolved on the :attr:`mobilkit.dask_schemas.zidColName` after the spatial + join with the (possibly buffered) `gdf_stat` geometries. + column : str + The column for which we will compute the statistics. + aggregation : str or callable + The geopandas string or callable to use on the spatially joined geo-dataframe. + how : str, optional + The method to perform the spatial join. + lat_name, lon_name : str, optional + The name of the columns to use as initial coords. + local_EPSG : int, optional + The code of the local EPSG crs. + buffer : float, optional + The local map unit in `local_EPSG` to perform the buffer. + + Returns + ------- + buffered_stats : gpd.GeoDataFrame + The geodataframe with the aggregated stat. + ''' + if local_EPSG is not None: + gdf_local = convert_df_crs(gdf_stat, + lat_col=lat_name, + lon_col=lon_name, + from_crs='EPSG:4326', + to_crs='EPSG:%d'%local_EPSG, + return_gdf=True) + gdf_grid = gdf_grid.to_crs(local_EPSG) + else: + gdf_local = gdf_stat.copy(deep=True) + + stats = _buffer_stat(gdf_local, gdf_grid, + column=column, + aggregation=aggregation, + buffer=buffer) + return stats + +def _buffer_stat(gdf_stat, gdf_grid, + column, aggregation, + how='inner', + local_EPSG=None, + buffer=None): + ''' + Aux function to compute statistics in a geodataframe with respect to a gdf_grid tessellation. + + Parameters + ---------- + gdf_stat, gdf_grid : gpd.GeoDataFrame + The geo-dataframes containing the statistics in the `column` column and the tessellation system. + They must be in the same reference system and will be projected to `local_EPSG`, if specified. + The `gdf_grid` will be dissolved on the :attr:`mobilkit.dask_schemas.zidColName` after the spatial + join with the (possibly buffered) `gdf_stat` geometries. + column : str + The column for which we will compute the statistics. + aggregation : str or callable + The geopandas string or callable to use on the spatially joined geo-dataframe. + how : str, optional + The method to perform the spatial join. + local_EPSG : int, optional + The code of the local EPSG crs. + buffer : float, optional + The local map unit in `local_EPSG` to perform the buffer. + + Returns + ------- + buffered_stats : gpd.GeoDataFrame + The geodataframe with the aggregated stat. + ''' + if local_EPSG is not None: + gdf_stat = gdf_stat.to_crs(local_EPSG) + gdf_grid = gdf_grid.to_crs(local_EPSG) + if buffer is not None: + gdf_stat['geometry'] = gdf_stat.buffer(buffer) + + buffered_stat = gpd.sjoin( + gdf_grid[[zidColName, 'geometry']], + gdf_stat[['geometry', column]], + how=how, + ).dissolve(zidColName, aggfunc=aggregation) + return buffered_stat + +def computeUserHomeWorkTripTimes(df_hw_locs, + osrm_url=None, + direction='both', + what='duration', + max_trip_duration_h=4, + max_trip_distance_km=150): + ''' + **TODO** + This is quite slow as it is a serial part, it can be parallelized using a pool or directly + mapping in Dask + Returns + ------- + time in seconds, distance in meters + ''' + print('Computing straight hw distance...') + df_hw_locs['home_work_straight_dist'] = df_hw_locs.apply(userHomeWorkDistance, axis=1) + if osrm_url is not None: + directions = [] + if direction in ['hw', 'both']: + directions.append('hw') + if direction in ['wh', 'both']: + directions.append('wh') + + for direction in directions: + tmp_str_direction = 'home_work_osrm' if direction == 'hw' else 'work_home_osrm' + print('Computing %s OSM %s...' % (direction, what)) + tmp_res = df_hw_locs.apply(userHomeWorkTravelTimeOSRM, + axis=1, + osrm_url=osrm_url, + direction=direction, + what=what, + max_trip_duration_h=max_trip_duration_h, + max_trip_distance_km=max_trip_distance_km, + ) + if what == 'distance': + tmp_col = tmp_str_direction + "_" + 'dist' + df_hw_locs[tmp_col] = tmp_res + elif what == 'duration': + tmp_col = tmp_str_direction + "_" + 'time' + df_hw_locs[tmp_col] = tmp_res + elif what == 'duration,distance': + tmp_col = tmp_str_direction + "_" + 'time' + df_hw_locs[tmp_col] = tmp_res.apply(lambda t: t[0]) + tmp_col = tmp_str_direction + "_" + 'dist' + df_hw_locs[tmp_col] = tmp_res.apply(lambda t: t[1]) + return df_hw_locs + + +def _per_user_real_home_work_times(g, + direction='hw', + min_duration_h=.25, + max_duration_h=4.): + if direction in ['hw', 'wh']: + directions = [direction,] + elif direction == 'both': + directions = ['hw', 'wh'] + else: + raise RuntimeError('Unknown direction %s in userHomeWorkTimes' % direction) + + df = g.sort_values(dttColName).copy(deep=True) + df['atHome'] = df[zidColName] == df['home_'+zidColName] + df['atWork'] = df[zidColName] == df['work_'+zidColName] + df = df[df['atHome'] | df['atWork']].copy(deep=True) + + tmp_fields = {what+'_trips_'+k: [] + for k in directions + for what in ['time','speed']} + # Straight dist + try: + tmp_home_work_dist = g.iloc[0]['home_work_straight_dist'] + except KeyError: + pass + else: + tmp_fields['home_work_straight_dist'] = tmp_home_work_dist + + # OSRM time + try: + tmp_home_work_travel = g.iloc[0]['home_work_osrm_time'] + except KeyError: + pass + else: + tmp_fields['home_work_osrm_time'] = tmp_home_work_travel + + try: + tmp_work_home_travel = g.iloc[0]['work_home_osrm_time'] + except KeyError: + pass + else: + tmp_fields['work_home_osrm_time'] = tmp_work_home_travel + + # OSRM dist + try: + tmp_home_work_osrm_dist = g.iloc[0]['home_work_osrm_dist'] + except KeyError: + pass + else: + tmp_fields['home_work_osrm_dist'] = tmp_home_work_osrm_dist + + try: + tmp_work_home_osrm_dist = g.iloc[0]['work_home_osrm_dist'] + except KeyError: + pass + else: + tmp_fields['work_home_osrm_dist'] = tmp_work_home_osrm_dist + + time_trips = pd.Series(tmp_fields) + if df.shape[0] < 2 | df['atHome'].sum() == 0 | df['atHome'].sum(): + pass + else: + for direction in directions: + if direction == 'hw': + colShifted = 'atWork' + colReference = 'atHome' + df['next_location'] = df['atWork'].shift(-1) + elif direction == 'wh': + colShifted = 'atHome' + colReference = 'atWork' + else: + raise RuntimeError('Unknown direction %s in userHomeWorkTimes' % direction) + df['next_location'] = df[colShifted].shift(-1) + df['next_start'] = df[dttColName].shift(-1) + + for _, r in df.iterrows(): + if r[colReference] == True and r['next_location'] == True: + tmp_duration_h = (r['next_start'] - r['leaving_datetime']).total_seconds() / 3600 + if tmp_duration_h >= min_duration_h and tmp_duration_h <= max_duration_h: + time_trips.loc['time_trips_'+direction].append(tmp_duration_h) + time_trips.loc['speed_trips_'+direction].append(tmp_home_work_dist / tmp_duration_h) + return time_trips + +def userRealHomeWorkTimes(df_stops, direction='both', **kwargs): + meta_out = {} + if direction in ['hw', 'both']: + meta_out['time_trips_hw'] = object + meta_out['speed_trips_hw'] = object + + if direction in ['wh', 'both']: + meta_out['time_trips_wh'] = object + meta_out['speed_trips_wh'] = object + + cols_to_check = { + 'home_work_straight_dist': float, + 'home_work_osrm_time': float, + 'work_home_osrm_time': float, + 'home_work_osrm_dist': float, + 'work_home_osrm_dist': float, + } + for k, v in cols_to_check.items(): + if k in df_stops.columns: + meta_out[k] = v + + user_time_trips_hw = df_stops.groupby(uidColName).apply(_per_user_real_home_work_times, + meta=meta_out, + direction=direction, + **kwargs + ) + return user_time_trips_hw + +# Buffer the users and compute average and std trip time for each grid cell +def computeTripTimeStats(df_trip_times, + df_hw_locs, + gdf_grid, + local_EPSG, + buffer_m=500): + print('Reprojecting grid...') + gdf_grid_local = gdf_grid.to_crs(local_EPSG) + print('Reprojecting homes...') + gdf_local_homes = convert_df_crs(df_hw_locs.reset_index()[[uidColName,'lat_home','lng_home']], + lon_col='lng_home', + lat_col='lat_home', + to_crs=local_EPSG, + return_gdf=True, + ) + + print('Buffering and sjoin homes...') +# gdf_local_homes['geometry'] = gdf_local_homes.buffer(buffer_m) +# # gdf_local_works['geometry'] = gdf_local_works.buffer(buffer_m) + +# print('Spatial join of buffered homes and grid...') +# user_per_home_area = gpd.sjoin( +# gdf_grid_local[[zidColName, 'geometry']], +# gdf_local_homes[['geometry',uidColName]], +# ).dissolve(zidColName, aggfunc=set) + user_per_home_area = _buffer_stat(gdf_stat=gdf_local_homes, + gdf_grid=gdf_grid_local, + buffer=buffer_m, + column=uidColName, + aggregation=set, + how='inner') + + print('Computing per area trip duration stats...') + cols_to_do = ['time_trips_hw', 'time_trips_wh', + 'speed_trips_hw', 'speed_trips_wh', + 'home_work_straight_dist', + 'home_work_osrm_time', + 'work_home_osrm_time', + 'home_work_osrm_dist', + 'work_home_osrm_dist', + ] + cols_to_explode = ['time_trips_hw', 'time_trips_wh', + 'speed_trips_hw', 'speed_trips_wh'] + for col in cols_to_do: + if col not in df_trip_times.columns: + continue + for what in ['min','max','avg','std']: + user_per_home_area[col+'_'+what] = None + + for idx, row in user_per_home_area.iterrows(): + tmp_users = row[uidColName].intersection(df_trip_times.index) + if len(tmp_users) == 0: + continue + for col in cols_to_do: + if col not in df_trip_times.columns: + continue + tmp_vals = df_trip_times.loc[tmp_users][col] + if col in cols_to_explode: + tmp_vals = tmp_vals.explode() + tmp_vals = tmp_vals.values + tmp_vals = tmp_vals[~pd.isna(tmp_vals)] + if len(tmp_vals) > 0: + for what_str, what_op in zip(['min','max','avg','std'], + [np.min, np.max, np.mean,np.std]): + user_per_home_area.loc[idx,col+'_'+what_str] = what_op(tmp_vals) + del user_per_home_area['geometry'] + del user_per_home_area['index_right'] + + return user_per_home_area + + def plotUsersHist(users_stats, min_pings=5, min_days=5, days="active", cmap='YlGnBu', xbins=100, ybins=20): '''Function to plot the 2d histogram of the users stats. diff --git a/mobilkit/temporal.py b/mobilkit/temporal.py index 598a3e8..8ca50de 100644 --- a/mobilkit/temporal.py +++ b/mobilkit/temporal.py @@ -17,7 +17,7 @@ from dask import dataframe as dd from dask import array as da import dask.bag as db -from mobilkit.dask_schemas import nunique, unique +from mobilkit.dask_schemas import nunique, unique, sets2nunique from haversine import haversine @@ -31,7 +31,7 @@ zidColName, ) from mpl_toolkits.axes_grid1 import make_axes_locatable -from itertools import chain +from itertools import chain, count from shapely.geometry import Polygon @@ -245,7 +245,9 @@ def computeTemporalProfile(df_tot, timeBin, date_format=None, sliceName=None, selected_areas=None, - areasName=None): + areasName=None, + split_out=100, + ): '''Function to compute the normalized profiles of areas. The idea is to have a dataframe with the count of users and pings per time bin (and per area is ``byArea=True``) together with a @@ -291,7 +293,7 @@ def computeTemporalProfile(df_tot, timeBin, weekdays : set or list, optional The weekdays to consider (0 Monday -> 6 Sunday). Default ``None`` equals to keep all. - normalize : str, optional + normalization : str, optional One of ``None, "area", "total"``. Normalize nothing (``None``), on the total period of the area (``area``) or on the total period of all the selected areas (``total``). @@ -390,75 +392,49 @@ def computeTemporalProfile(df_tot, timeBin, - dd.to_timedelta(df[timeBin].dt.weekday, unit='d')).dt.floor("D") else: df[profile] = df[timeBin].dt.floor(profile_pandas) - -# df_reduced = df.groupby(aggKeys).agg( -# {uidColName: ["count", nunique], -# profile: ["first"],}) -# # Flatten columns and rename -# df_reduced.columns = ['_'.join(col).strip() for col in df_reduced.columns.values] -# df_reduced = df_reduced.rename(columns={ -# uidColName + "_count": "pings", -# uidColName + "_nunique": "users", -# profile + "_first": profile,}) -# df_reduced["pings_per_user"] = df_reduced["pings"] / df_reduced["users"].clip(lower=1.) -# df_reduced = df_reduced.reset_index() - if normalization is None: - return_meta = dict(**df.dtypes) - return_meta = {k: return_meta[k] for k in [timeBin,profile,zidColName]} - return_meta["pings"] = np.int64 - return_meta["users"] = np.int64 - return_meta["pings_per_user"] = np.float64 - if byArea: - # print("No norm, area", df) - df_reduced = df_reduced.assign(col1=df_reduced[zidColName]) - df_reduced = df.groupby(col1)\ - .apply(_computePerAreaGrouped, - binKey=timeBin, profile=profile, - meta=return_meta) + # KISS: we can just make a two steps if else + # First group by period, area and timestamp + # Then compute the total count to use depending on the normalization + # Finally join the two to compute fractions: + counts_df = df.groupby([profile,zidColName,timeBin])\ + .agg({uidColName: [unique, 'count']}, + split_out=split_out) + counts_df.columns = ['users', 'pings'] + + if normalization is not None: + # Groupby period + tile if norm by area + if normalization == 'area': + group_keys = [profile, zidColName] + elif normalization == 'total': + group_keys = [profile] else: - df_reduced = _computePerAreaGrouped(df, - binKey=timeBin, - profile=profile) - else: - return_meta = dict(**df.dtypes) - return_meta = {k: return_meta[k] for k in [timeBin, zidColName, profile]} - return_meta["pings"] = np.int64 - return_meta["users"] = np.int64 - return_meta["pings_per_user"] = np.float64 - return_meta["tot_pings"] = np.int64 - return_meta["tot_users"] = np.int64 - return_meta["frac_pings"] = np.float64 - return_meta["frac_users"] = np.float64 + raise RuntimeError('Unknown normnalization %s in agg' % normalization) + tot_totals = counts_df.groupby(group_keys)\ + .agg({ + 'users': sets2nunique, + 'pings': 'sum', + }) + tot_totals = tot_totals.rename(columns={ + 'users': 'tot_users', + 'pings': 'tot_pings' + }) + # Do it here to limit shuffle size as done in the else BELOW + counts_df = counts_df.assign(users=counts_df['users'].apply(len)) - if byArea: - df = df.assign(col1=df[zidColName], col2=df[profile]) - aggNorm = ["col1","col2"] - # levelDrop = 2 - else: - df = df.assign(col1=df[profile]) - aggNorm = ["col1"] - # aggNorm = [profile] - # levelDrop = 1 - # print(df.head(2)) - # print(aggNorm, levelDrop, timeBin, return_meta) - df_reduced = df.groupby(aggNorm)\ - .apply(_computePerAreaGroupedNormalization, - meta=return_meta, binKey=timeBin, profileKey=profile) -# try: -# # print(df_reduced.head(2)) -# if levelDrop > 1: -# df_reduced = df_reduced.map_partitions(my_droplevel, -# level=levelDrop, -# meta=return_meta) -# else: -# #TODO not working on dask, don't know why... -# # df_reduced = df_reduced.reset_index() -# # df_reduced = df_reduced.drop("level_1", axis=1) -# pass -# df_reduced = df_reduced.reset_index() -# except Exception as E: -# print("Warning, got exc:", str(E)) + counts_df = counts_df.join(tot_totals) + counts_df = counts_df.assign( + frac_users = counts_df['users'] / counts_df['tot_users'].clip(lower=1.), + frac_pings = counts_df['pings'] / counts_df['tot_pings'].clip(lower=1.), + ) + else: + # Just limit size as done ABOVE + counts_df = counts_df.assign(users=counts_df['users'].apply(len)) + + + df_reduced = counts_df.assign(pings_per_user=counts_df['pings'] + / counts_df['users'].clip(lower=1.))\ + .reset_index() df_reduced["profile_hour"] = df_reduced[timeBin].dt.hour if profile == "week": @@ -476,66 +452,9 @@ def computeTemporalProfile(df_tot, timeBin, return df_reduced - -def my_droplevel(df, level=1): - df.index = df.index.droplevel(level) - return df - - -def _computePerAreaGroupedNormalization(g, binKey=None, profileKey=None): - # For each profile, area compute totals and per bins totals - # Totals - if type(g) == dd.core.DataFrame: - df_reduced = g.groupby(binKey)\ - .agg({latColName: "count", - uidColName: nunique, - zidColName: "first", - profileKey: "first"}) - else: - df_reduced = g.groupby(binKey)\ - .agg({latColName: "count", - uidColName: "nunique", - zidColName: "first", - profileKey: "first"}) - - df_reduced = df_reduced.rename(columns={latColName: "pings", uidColName: "users"}) - df_reduced = df_reduced.assign( - pings_per_user=df_reduced["pings"]/df_reduced["users"], - tot_pings=df_reduced["pings"].sum(), - tot_users=df_reduced["users"].sum(), - ) - df_reduced = df_reduced.assign( - frac_pings=df_reduced["pings"] / df_reduced["tot_pings"], - frac_users=df_reduced["users"] / df_reduced["tot_users"], - ) - df_reduced = df_reduced.reset_index() - - return df_reduced[[binKey, zidColName, profileKey, "pings","users","pings_per_user", - "tot_pings","tot_users","frac_pings","frac_users"]] - - -def _computePerAreaGrouped(g, binKey=None, profile=None): - if type(g) == dd.core.DataFrame: - df_reduced = g.groupby(binKey).agg({uidColName: ["count", nunique], - profile: ["first"], - zidColName: ["first"]}).reset_index() - else: - df_reduced = g.groupby(binKey).agg({uidColName: ["count", "nunique"], - profile: ["first"], - zidColName: ["first"]}).reset_index() - # Flatten columns and rename - df_reduced.columns = ['_'.join(col).strip() if len(col[-1])>0 else col[0] - for col in df_reduced.columns.values] - df_reduced = df_reduced.rename(columns={ - uidColName + "_count": "pings", - uidColName + "_nunique": "users", - profile + "_first": profile, - zidColName + "_first": zidColName, - }) - df_reduced["pings_per_user"] = df_reduced["pings"] / df_reduced["users"].clip(lower=1.) - df_reduced = df_reduced[[binKey, profile, zidColName, 'pings', 'users', 'pings_per_user']] - # df_reduced = df_reduced.reset_index() - return df_reduced +# def my_droplevel(df, level=1): +# df.index = df.index.droplevel(level) +# return df def computeResiduals(df_activity, signal_column, profile): '''Function that computes the average, z-score and residual activity of an area in a given time diff --git a/mobilkit/tools.py b/mobilkit/tools.py index 75593e3..7237010 100644 --- a/mobilkit/tools.py +++ b/mobilkit/tools.py @@ -9,6 +9,7 @@ import numpy as np import matplotlib.pyplot as plt +import pandas as pd import geopandas as gpd from sklearn.cluster import KMeans @@ -17,6 +18,7 @@ from scipy.cluster.hierarchy import cophenet from sklearn.metrics.pairwise import euclidean_distances, cosine_distances from sklearn.metrics import calinski_harabasz_score +from requests import get as r_get from mobilkit.dask_schemas import ( accColName, @@ -322,3 +324,139 @@ def computeGDFbounds(gdf: gpd.GeoDataFrame) -> dict: 'maxy': max, }).to_dict() + +def osrm_time_trip(latlon_start, + latlon_end, + osrm_url, + what='duration', + max_trip_duration=10800, + max_trip_distance=100.): + ''' + Queries an OSRM backend server on `osrm_url` for the travel time or distance (depending + on `what`) between `latlon_start` and `latlon_end`. + + Parameters + ---------- + latlon_start, latlon_end : list or np.array + The latitude and longitude of the initial and final trip point (in WGS84, EPSG:4326 crs). + osrm_url : str + A valid table endpoint url of a OSRM-bakend service (like `http://localhost:5000/table/v1/car/`). + what : str, optional + Whether you want the `duration` or `distance` or `duration,distance` + of the trip. + max_trip_duration : float, optional + The maximum trip duration in seconds that will be put in place of NaNs or invalid trips. + max_trip_distance : float, optional + The maximum trip distance in km that will be put in place of NaNs or invalid trips. + Returns + ------- + duration : float or tuple + The duration (length) of the trip in seconds (meters) or the two (duration,distance) if + `what==duration,distance`. + + ''' + assert what in ['duration', 'distance', 'duration,distance'] + doubleReturn = what == 'duration,distance' + + if not osrm_url.endswith('/'): + osrm_url = osrm_url + '/' + + point_i = [latlon_start[1], latlon_start[0]] + point_f = [latlon_end[1], latlon_end[0]] + positions_str = ";".join([f'{p[0]},{p[1]}' for p in [point_i, point_f]]) + + result = r_get(osrm_url + + positions_str + + "?sources=0&destinations=1&annotations=%s" % what).json() + if result["code"] != "Ok": + print("\nWARNING, missed query at url", osrm_url, + "with latlon start end", latlon_start, latlon_end) + tmp_durations = np.ones(1) * max_trip_duration + tmp_distances = np.ones(1) * max_trip_distance + else: + if what == 'duration' or doubleReturn: + tmp_durations = np.array(result['durations'][0]) + tmp_durations = np.where( + np.logical_or( + np.isnan(tmp_durations), + np.isinf(tmp_durations)), + np.ones_like(tmp_durations) * max_trip_duration, + tmp_durations, + ) + if what == 'distance' or doubleReturn: + tmp_distances = np.array(result['distances'][0]) + tmp_distances = np.where( + np.logical_or( + np.isnan(tmp_distances), + np.isinf(tmp_distances)), + np.ones_like(tmp_distances) * max_trip_distance, + tmp_distances, + ) + + if what == 'duration': + return tmp_durations[0] + elif what == 'distance': + return tmp_distances[0] + elif doubleReturn: + return (tmp_durations[0], tmp_distances[0]) + else: + raise RuntimeError('SHOULD NOT HAPPEN') + +def userHomeWorkTravelTimeOSRM(r, osrm_url, + direction='hw', + what='duration', + max_trip_duration_h=4, + max_trip_distance_km=150, + ): + ''' + Queries an OSRM backend server on `osrm_url` for the travel time or distance (depending + on `what`) between the home and work location for the user in the row `r`. + + Parameters + ---------- + r : dict or row of a pd.Dataframe + The row with the home and work latitude and longitude (in WGS84, EPSG:4326 crs) + in the `lat_home` format, as returned by :attr:`mobilkit.stats.userHomeWorkLocation`. + osrm_url : str + A valid table endpoint url of a OSRM-bakend service (like `http://localhost:5000/table/v1/car/`). + direction : str, optional + Whether you want the `home->work` ("hw") or `work->home` ("wh") time of the trip. + what : str, optional + Whether you want the `duration`, `distance` or `duration,distance` of the trip. + max_trip_duration_h : float, optional + The maximum trip duration in hours (or km if asking for distance) that will be put in place + of NaNs or invalid trips. + Returns + ------- + duration : float + The duration (length) of the trip in seconds (meters) or the two (duration,distance) if + `what==duration,distance`. + ''' + assert what in ['duration', 'distance', 'duration,distance'] + + if pd.isna(r[lonColName+'_home']) or pd.isna(r[lonColName+'_work']): + if what == 'duration,distance': + return [None, None] + else: + return None + else: + home_place = [r[latColName+'_home'], r[lonColName+'_home']] + work_place = [r[latColName+'_work'], r[lonColName+'_work']] + if direction == 'hw': + p_i = home_place + p_f = work_place + elif direction == 'wh': + p_i = work_place + p_f = home_place + else: + raise RuntimeError('Unknown direction %s'%direction) + + + res = osrm_time_trip(latlon_start=p_i, + latlon_end=p_f, + osrm_url=osrm_url, + what=what, + max_trip_duration=max_trip_duration_h*3600, + max_trip_distance=max_trip_distance_km, + ) + return res \ No newline at end of file diff --git a/setup.cfg b/setup.cfg index be97194..9b2a386 100644 --- a/setup.cfg +++ b/setup.cfg @@ -65,5 +65,6 @@ doc = jinja2 skmob = scikit-mobility + pandas==1.2.5 From 9026d5881b9b8c5a206daea7127f92e2c81b926d Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Wed, 4 May 2022 12:29:11 +0200 Subject: [PATCH 04/13] ROG and TTD by default in spatial analyses. --- mobilkit/spatial.py | 28 ++++++++++++++++++++++------ mobilkit/temporal.py | 5 ++++- setup.cfg | 4 ++-- 3 files changed, 28 insertions(+), 9 deletions(-) diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 395605d..65c792a 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -688,7 +688,7 @@ def rad_of_gyr(coords: np.array, center_of_mass=None) -> np.array: return rog -def totalUserTravelDistance(df_pings, freq='1d'): +def totalUserTravelDistance(df_pings, doROG=False, freq='1d'): ''' Computes the total distance traveled (km computed on the straight lines between each point) by a user i each `freq` time bin. @@ -699,21 +699,37 @@ def totalUserTravelDistance(df_pings, freq='1d'): The dataframe containing at least the :attr:`mobilkit.dask_schemas.uidColName`, :attr:`mobilkit.dask_schemas.latColName`, :attr:`mobilkit.dask_schemas.lonColName` and :attr:`mobilkit.dask_schemas.dttColName`. + doROG : bool, optional + If `True` also computes the ROG on the pings of that day. freq : str, optional The datetime interval to fllor the `dttColName` to (default one day). Returns ------- ttd : dask.DataFrame - The dataframe containing the `user,tBin` index and a `ttd` column with the total - traveled distance (in km) for that user on that day. + The dataframe containing the `user,tBin` index and: + - `ttd` column with the total traveled distance (in km) for that user on that time bin. + - `nPings` the number of pings for that user on that time bin; + - if `doROG` a column `rog` with the daily ROG using as center of mass the mean point + of that time bin's coordinates. ''' df_pings['tBin'] = df_pings[dttColName].dt.floor(freq) + if doROG: + myApply = lambda g: pd.Series({ + 'ttd': total_distance_traveled(g[[latColName,lonColName]].values), + 'rog': rad_of_gyr(g[[latColName,lonColName]].values), + 'nPings': g.shape[0], + }) + myMeta = {'ttd':float, 'rog': float, 'nPings': int} + else: + myApply = lambda g: pd.Series({ + 'ttd': total_distance_traveled(g[[latColName,lonColName]].values), + 'nPings': g.shape[0], + }) + myMeta = {'ttd':float, 'nPings': int} ttd = df_pings[[uidColName,'tBin',latColName,lonColName]]\ .groupby([uidColName,'tBin'])\ - .apply(lambda g: - pd.Series({'ttd': total_distance_traveled(g[[latColName,lonColName]].values)}), - meta={'ttd':float}) + .apply(myApply, meta=myMeta) return ttd diff --git a/mobilkit/temporal.py b/mobilkit/temporal.py index 8ca50de..723e1ed 100644 --- a/mobilkit/temporal.py +++ b/mobilkit/temporal.py @@ -246,7 +246,7 @@ def computeTemporalProfile(df_tot, timeBin, sliceName=None, selected_areas=None, areasName=None, - split_out=100, + split_out=10, ): '''Function to compute the normalized profiles of areas. The idea is to have a dataframe with the count of users and pings @@ -310,6 +310,9 @@ def computeTemporalProfile(df_tot, timeBin, Use :attr:`mobilkit.spatial.selecteAreasFromBounds` to select areas from given bounds. areasName : str, optional The name that will be saved in `areaName` column, if given. + split_out : int, optional + The number of partitions to split the results in (for large number of areas and time bins). + The default value of 10 should work in most of the cases. Returns ------- diff --git a/setup.cfg b/setup.cfg index 9b2a386..324b761 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,7 +1,7 @@ [metadata] name = mobilkit -version = 0.1.7 +version = 0.1.8 author = MindEarth author_email = enrico.ubaldi@mindearth.org description = A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data @@ -65,6 +65,6 @@ doc = jinja2 skmob = scikit-mobility - pandas==1.2.5 + pandas==1.2.5 From 7757a8bed65cf32ccb0c110be83e698b1184d4dd Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Sat, 7 May 2022 10:14:32 +0200 Subject: [PATCH 05/13] Inserted the possibility to compute home and work stats from locations and stops. --- mobilkit/__init__.py | 2 +- mobilkit/dask_schemas.py | 6 + mobilkit/loader.py | 1 + mobilkit/spatial.py | 315 +++++++++++++++++++++++-- mobilkit/stats.py | 481 +++++++++++++++++++++++++++++++++++++-- mobilkit/viz.py | 87 +++++++ 6 files changed, 858 insertions(+), 34 deletions(-) diff --git a/mobilkit/__init__.py b/mobilkit/__init__.py index 2afea93..d707099 100644 --- a/mobilkit/__init__.py +++ b/mobilkit/__init__.py @@ -18,4 +18,4 @@ The `mobilkit` module documentation. ''' -__version__ = "0.2.1" +__version__ = "0.2.2.0" diff --git a/mobilkit/dask_schemas.py b/mobilkit/dask_schemas.py index 5cdc49e..4a0d2e2 100644 --- a/mobilkit/dask_schemas.py +++ b/mobilkit/dask_schemas.py @@ -42,6 +42,12 @@ zidColName = "tile_ID" stpColName = 'stops' ldtColName = 'leaving_datetime' +durColName = 'duration' +medLatColName = latColName + '_medoid' +medLonColName = lonColName + '_medoid' +radLonColName = lonColName + '_RAD_' +radLatColName = latColName + '_RAD_' +locColName = "loc_id" eventLineRAW = [ diff --git a/mobilkit/loader.py b/mobilkit/loader.py index ee07fc3..9b30c91 100644 --- a/mobilkit/loader.py +++ b/mobilkit/loader.py @@ -270,6 +270,7 @@ def compute_datetime_col(df, selected_tz): .dt.tz_localize("UTC")\ .dt.tz_convert(selected_tz)\ .dt.tz_localize(None) + df[dttColName] = df[dttColName].astype('datetime64[s]') return df diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 65c792a..6970ab4 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -31,6 +31,7 @@ import shapely from sklearn import cluster from sklearn.metrics.pairwise import haversine_distances +from sklearn.cluster import DBSCAN from mobilkit.dask_schemas import ( accColName, @@ -42,6 +43,12 @@ zidColName, stpColName, ldtColName, + medLatColName, + medLonColName, + locColName, + radLatColName, + radLonColName, + durColName, ) from mobilkit.tools import computeGDFbounds @@ -53,7 +60,12 @@ from scipy.spatial.distance import euclidean -def tessellate(df, tesselation_shp, filterAreas=False, partitions_number=None): +def tessellate(df, tesselation_shp, + filterAreas=False, + partitions_number=None, + latCol=latColName, + lonCol=lonColName, + ): '''Function to assign to each point a given area index. Parameters @@ -66,6 +78,8 @@ def tessellate(df, tesselation_shp, filterAreas=False, partitions_number=None): If tesselation is specified, keeps only the points within the specified shapofile. partitions_number : int, optional The batch size of the geopandas sjoin function to be applied. Leave it as is unless you know what you're doing. + latCol, lonCol : str, optional + The names of the columns containing the latitude and longitude coordinates. Returns ------- @@ -81,9 +95,9 @@ def tessellate(df, tesselation_shp, filterAreas=False, partitions_number=None): # This is the pipeline, it basically combines all the steps and write out the info def localAssign(_df): - tmp_gdf = gpd.GeoDataFrame(_df[[latColName]], - geometry=gpd.points_from_xy(_df[lonColName], - _df[latColName])) + tmp_gdf = gpd.GeoDataFrame(_df[[latCol]], + geometry=gpd.points_from_xy(_df[lonCol], + _df[latCol])) tmp_gdf.crs = zones_gdf.crs df_out = gpd.sjoin(tmp_gdf[["geometry"]], zones_gdf[[zidColName, "geometry"]], how="left") @@ -101,8 +115,8 @@ def localAssign(_df): bounds['miny'], bounds['maxy'], ) - query = '{0} >= {2} & {0} <= {3} & {1} >= {4} & {1} <= {5}'.format(lonColName, - latColName, + query = '{0} >= {2} & {0} <= {3} & {1} >= {4} & {1} <= {5}'.format(lonCol, + latCol, minx, maxx, miny, maxy) df = df.query(query).copy() @@ -432,26 +446,33 @@ def userHomeWorkDistance(r): work_place = np.array([r[latColName+'_work'], r[lonColName+'_work']]).reshape((1,2)) return haversine_pairwise(home_place, work_place)[0,0] -def haversine_pairwise(X,Y=None): +def haversine_pairwise(X, + Y=None, + isRadians=False): ''' Parameters ---------- X, Y : np.array a Nx * 2 and Ny*2 arrays of (lat,lon) coordinates. + If `Y` is `None` it will be assigned to `X` (computes the matrix of distances of `X` items). + isRadians : bool, optional + Whether the supplied coordinates are already in radians. If not they will be automatically converted. Returns ------- distances : np.array a Nx*Ny matrix of distances in kilometers ''' - X = np.radians(X) + if not isRadians: + X = np.radians(X) if Y is None: Y = X else: - Y = np.radians(Y) + if not isRadians: + Y = np.radians(Y) distances = haversine_distances(X, Y) - distances *= 6371000/1000 # multiply by Earth radius to get kilometers + distances *= 6372.795 # multiply by Earth radius in km to get kilometers return distances @@ -586,11 +607,12 @@ def findStops(df, Returns ------- stops_df : dask.dataframe - The dataframe with the latitude and longitude of each stop together with its starting time - (in the :attr:`mobilkit.dask_schemas.dttColName`) and ending time (saved into the - :attr:`mobilkit.dask_schemas.ldtColName` column). If a tessellation file is specified, - an additional :attr:`mobilkit.dask_schemas.zidColName` is telling in which grid cell the stop - is falling. + The dataframe with the latitude and longitude of each stop together with: + - its starting time (in the :attr:`mobilkit.dask_schemas.dttColName`) + - its ending time (saved into the :attr:`mobilkit.dask_schemas.ldtColName` column). + - the duration of the stop in seconds in the :attr:`mobilkit.dask_schemas.durColName` column. + - if a tessellation file is specified, an additional :attr:`mobilkit.dask_schemas.zidColName` + is telling in which grid cell the stop is falling. ''' # return_meta = dict(**df_pings_filtered.dtypes) return_meta = dict(**df.dtypes) @@ -602,11 +624,274 @@ def findStops(df, meta=return_meta, custom_stay_locations_kwds=stay_locations_kwds, ) + stops_df[durColName] = (stops_df[ldtColName] + - stops_df[dttColName]).dt.total_seconds() if tesselation_shp: stops_df, _ = tessellate(stops_df, tesselation_shp, filterAreas=filterAreas) return stops_df + +def computeUsersLocations(stops_df, + method='dbscan', + link_dist=150, + min_stops_count=2, + return_locations=True, + ): + ''' + TODO DOC + ''' + out_meta = stops_df.dtypes + out_meta = out_meta.to_dict() + out_meta[locColName] = int + out_meta[medLonColName] = float + out_meta[medLatColName] = float + + if method == 'dbscan': + stops_locs_df = stops_df.groupby(uidColName)\ + .apply(_find_user_locations_DBSCAN, + db_eps=link_dist, + db_min_count=min_stops_count, + meta=out_meta, + ).reset_index() + elif method == 'infostop': + try: + import infostop + except ModuleNotFoundError: + raise RuntimeError('Module infostop not installed, please intall it with `pip install mobilkit[locations]`') + # raise RuntimeError('Location detection method %s TODO!' % method) + stops_locs_df = stops_df.groupby(uidColName)\ + .apply(_find_user_locations_INFOSTOP, + label_singleton=min_stops_count==1, + meta=out_meta, + ).reset_index() + else: + raise RuntimeError('Location detection method %s not implemented!' % method) + + if return_locations: + locs_users_df = stops_locs_df.groupby([uidColName,locColName])\ + .agg({ + medLatColName: 'first', + medLonColName: 'first', + durColName: 'sum', + }) + return stops_locs_df, locs_users_df + else: + return stops_locs_df + +# Locations dbscan +def _find_user_locations_DBSCAN(df_stops, + db_eps=100., + db_min_count=1, + add_db_kws={}, + latColName=latColName, + lonColName=lonColName, + returnLocs=False, + ): + ''' + Computes the locations of a single user whose stops are in `df_stops` + using the DBscan algorithm. + + Parameters + ---------- + df : dask.DataFrame or pd.DataFrame + The dataframe with at least the `latColName` and `lonColName`. + db_eps : float, optional + The distance, in meters, to link two stops in a cluster. + db_min_count : int, optional + The minimum count of neighbors to become core in the DBscan algorithm. + add_db_kws : dict, optional + Default keyworkds, besides `eps` and `min_count` are: + - metric="haversine", + - algorithm="ball_tree" + latColName, lonColName : str, optional + The columns of `df` containing the latitude and longitude. + returnLocs : bool, optional + If True returns the stops annotated with the + - :attr:`mobilkit.dask_schemas.medLatColName` + - :attr:`mobilkit.dask_schemas.medLonColName` + - :attr:`mobilkit.dask_schemas.locColName` + and a df with the unique locations of the user, otherwise + only the annotated stops dataframe. + + Returns + ------- + stops_df, user_locs : pd.Series + A series with columns :attr:`mobilkit.dask_schemas.medLatColName` and + :attr:`mobilkit.dask_schemas.medLonColName` containing the latitude and + longitude of the medoid. + ''' + db_kws = dict( + metric="haversine", + algorithm="ball_tree" + ) + db_kws.update(add_db_kws) + + if df_stops.shape[0] > 0: + df_stops[radLonColName] = np.radians(df_stops[lonColName]) + df_stops[radLatColName] = np.radians(df_stops[latColName]) + + EARTH_RADIUS = 6372.795 * 1000 + eps = db_eps / EARTH_RADIUS + + DB_model = DBSCAN(eps=eps, + min_samples=db_min_count, + **db_kws) + labels = DB_model.fit_predict(df_stops[[radLatColName, radLonColName]].values) + del df_stops[radLatColName], df_stops[radLonColName] + df_stops[locColName] = labels + + # Computing Clusters + clust_med = df_stops.groupby(locColName).apply(points_to_medoid) + df_stops[medLonColName] = df_stops.apply(lambda c: + clust_med.loc[c[locColName],medLonColName] + if c[locColName] >= 0 + else c[lonColName], + axis=1) + df_stops[medLatColName] = df_stops.apply(lambda c: + clust_med.loc[c[locColName],medLatColName] + if c[locColName] >= 0 + else c[latColName], + axis=1) + else: + # No points + clust_med = None + labels = [] + lat_medoid = [] + lon_medoid = [] + df_stops[locColName] = labels + df_stops[medLonColName] = lon_medoid + df_stops[medLatColName] = lat_medoid + if returnLocs: + return df_stops, clust_med + else: + return df_stops + + +def _find_user_locations_INFOSTOP(df_stops, + r2=100., + label_singleton=False, + add_infostop_kws={}, + latColName=latColName, + lonColName=lonColName, + returnLocs=False, + ): + ''' + Computes the locations of a single user whose stops are in `df_stops` + using the infostop algorithm on the direct user trace. + + # TODO merge this and the dbscan function in a unique function as only the labelling changes + Parameters + ---------- + df : dask.DataFrame or pd.DataFrame + The dataframe with at least the `latColName` and `lonColName`. + db_eps : float, optional + The distance, in meters, to link two stops in a cluster. + db_min_count : int, optional + The minimum count of neighbors to become core in the DBscan algorithm. + add_db_kws : dict, optional + Default keyworkds, besides `eps` and `min_count` are: + - metric="haversine", + - algorithm="ball_tree" + latColName, lonColName : str, optional + The columns of `df` containing the latitude and longitude. + returnLocs : bool, optional + If True returns the stops annotated with the + - :attr:`mobilkit.dask_schemas.medLatColName` + - :attr:`mobilkit.dask_schemas.medLonColName` + - :attr:`mobilkit.dask_schemas.locColName` + and a df with the unique locations of the user, otherwise + only the annotated stops dataframe. + + Returns + ------- + stops_df, user_locs : pd.Series + A series with columns :attr:`mobilkit.dask_schemas.medLatColName` and + :attr:`mobilkit.dask_schemas.medLonColName` containing the latitude and + longitude of the medoid. + ''' + from infostop import SpatialInfomap + + is_kws = dict() + is_kws.update(add_infostop_kws) + if df_stops.shape[0] > 0: + IS_model = SpatialInfomapSpatialInfomap(r2=r2, label_singleton=label_singleton) + labels = IS_model.fit_predict(df_stops[[latColName, lonColName]].values) + df_stops[locColName] = labels + + # Computing Clusters + clust_med = df_stops.groupby(locColName).apply(points_to_medoid) + df_stops[medLonColName] = df_stops.apply(lambda c: + clust_med.loc[c[locColName],medLonColName] + if c[locColName] >= 0 + else c[lonColName], + axis=1) + df_stops[medLatColName] = df_stops.apply(lambda c: + clust_med.loc[c[locColName],medLatColName] + if c[locColName] >= 0 + else c[latColName], + axis=1) + else: + # No points + clust_med = None + labels = [] + lat_medoid = [] + lon_medoid = [] + df_stops[locColName] = labels + df_stops[medLonColName] = lon_medoid + df_stops[medLatColName] = lat_medoid + if returnLocs: + return df_stops, clust_med + else: + return df_stops + +def points_to_medoid(df, + latColName=latColName, + lonColName=lonColName, + ): + ''' + Returns the pd.Series containing the latitude and longitude of the medoid for + the current df. + Parameters + ---------- + df : dask.DataFrame or pd.DataFrame + The dataframe with at least the `latColName` and `lonColName`. + latColName, lonColName : str, optional + The columns of `df` containing the latitude and longitude. + + Returns + ------- + medoid : pd.Series + A series with columns :attr:`mobilkit.dask_schemas.medLatColName` and + :attr:`mobilkit.dask_schemas.medLonColName` containing the latitude and + longitude of the medoid. + ''' + tmp_latlon = df[[latColName, lonColName]].values + dist_matrix = haversine_pairwise(tmp_latlon) + medoid_index = compute_medoid_index(dist_matrix) + return pd.Series({ + medLatColName: df[latColName].iloc[medoid_index], + medLonColName: df[lonColName].iloc[medoid_index], + }) + +def compute_medoid_index(distM): + ''' + Returns the row index of the necessarily symmetric matrix that + minimizes the sum of distances to all the other points. + + Parameters + ---------- + distM : np.array + The distances matrix. + + Returns + ------- + index : int + The row (column) index of the medoid. + + ''' + return np.argmin(np.sum(distM, axis=0)) + # Distances and radius of gyration def compute_ROG(df, which='both', df_hw_locs=None): meta_out_rog = {'n_pings': np.int64} diff --git a/mobilkit/stats.py b/mobilkit/stats.py index eb2a727..342fbab 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -19,7 +19,7 @@ import dask.bag as db from mobilkit.dask_schemas import nunique -from mobilkit.spatial import convert_df_crs, userHomeWorkDistance +from mobilkit.spatial import convert_df_crs, userHomeWorkDistance, haversine_pairwise from mobilkit.tools import userHomeWorkTravelTimeOSRM import numpy as np @@ -37,7 +37,12 @@ uidColName, utcColName, dttColName, + ldtColName, + durColName, zidColName, + medLatColName, + medLonColName, + locColName, ) def userStats(df): @@ -184,10 +189,430 @@ def filterUsers(df, dfStats=None, minPings=1, minDaysSpanned=1, minDaysActive=1, return df_out, dfStats, valid_users_set +''' +There are two possible approaches to the home computation + +The one here leverages on stops and/or locations. + +Another one is below, and uses the raw pings and the tessellated areas only. +''' + +def stopsToHomeWorkStats(df_stops, + home_hours=(21,7), + work_hours=(9,17), + work_days=(0,1,2,3,4), + force_different=False, + ignore_dynamical=True, + min_hw_distance_km=.0, + min_home_delta_count=0, + min_home_delta_duration=0, + min_work_delta_count=0, + min_work_delta_duration=0, + min_home_days=0, + min_work_days=0, + min_home_hours=0, + min_work_hours=0): + ''' + Computes the home and work time stats for each user and location (tile). + + Parameters + ---------- + df_stop_locs_usr : dask.DataFrame or pd.DataFrame + The stops of a user as returned by locations or stops TODO; + home_hours, work_hours : tuple, optional + TODO + work_days : tuple + TODO + force_different : bool, optional + TODO + ignore_dynamical : bool, optional + TODO + min_hw_distance_km : float, optional + TODO + min_home_delta_count, min_home_delta_duration, + min_work_delta_count, min_work_delta_duration : float, optional + TODO + min_home_days, min_work_days, + min_home_hours, min_work_hours : int, optional + TODO + latCol, lonCol, locCol : str, optional + TODO + + Returns + ------- + df_stats : pd.DataFrame + A dataframe with the columns: + - `uid` the user id + - 'loc_id' or 'tile_ID' the location/tile id 0-based; + - 'lat_medoid','lng_medoid' or 'lat', 'lng' the average coordinates of the stops + seen within that location/tile; + - '{home,work}_{day/hour}_count' the number of unique days (hours) when the user has + been seen as active in the location (tile) at home (work) hours; + - '{home,work}_per_hour_{count,duration}' the list containing, for each hour in the home (work) + hours, the number of visits (duration in seconds) spent at the location/tile; + - '{home,work}_{count,duration}' the total number of visits (seconds duration) spent at this + location/tile; + - 'tot_seen_{home,work}_{hours,days}' the total number of days and hours where the user has been + active during home (work) hours during the valid stops; + - 'tot_seen_{hours,days}' the total number of days and hours where the user has been + active during the valid stops, both in home and workj period; + - 'tot_stop_count', 'tot_stop_time' the total number and duration (in seconds) of the user's + stops; + - 'frac_{home,work}_{count,duration}' the fraction of stops (duration) spent in this tile/location + during home (work) hours; + - '{home,work}_delta_{count,duration}' the fraction of hours in the home (work) range at which + the given tile/location was the most visited in terms of stops (duration). + - 'isHome', 'isWork' the flag telling whsther the location is home or work (or potentially both, + if `force_different` is False). + ''' + + # Determines if we have a stops or locations dataframe + if medLonColName in df_stops.columns and locColName in df_stops.columns: + latCol = medLatColName + lonCol = medLonColName + locCol = locColName + elif lonColName in df_stops.columns and zidColName in df_stops.columns: + latCol = latColName + lonCol = lonColName + locCol = zidColName + + out_meta = { + # uidColName: str, + # locCol: int, + latCol: float, + lonCol: float, + 'home_day_count': int, + 'home_hour_count': int, + 'home_per_hour_count': object, + 'home_per_hour_duration': object, + 'work_day_count': int, + 'work_hour_count': int, + 'work_per_hour_count': object, + 'work_per_hour_duration': object, + 'home_count': int, + 'work_count': int, + 'home_duration': float, + 'work_duration': float, + 'tot_seen_home_hours': int, + 'tot_seen_home_days': int, + 'tot_seen_work_hours': int, + 'tot_seen_work_days': int, + 'tot_seen_hours': int, + 'tot_seen_days': int, + 'tot_stop_count': int, + 'tot_stop_time': float, + 'frac_home_count': float, + 'frac_work_count': float, + 'frac_home_duration': float, + 'frac_work_duration': float, + 'home_delta_count': float, + 'work_delta_count': float, + 'home_delta_duration': float, + 'work_delta_duration': float, + 'isHome': bool, + 'isWork': bool + } + + df_stats = df_stops.groupby(uidColName)\ + .apply(_compute_usr_hw_stats_locations, + home_hours=home_hours, + work_hours=work_hours, + work_days=work_days, + force_different=force_different, + ignore_dynamical=ignore_dynamical, + min_hw_distance_km=min_hw_distance_km, + min_home_delta_count=min_home_delta_count, + min_home_delta_duration=min_home_delta_duration, + min_work_delta_count=min_work_delta_count, + min_work_delta_duration=min_work_delta_duration, + min_home_days=min_home_days, + min_work_days=min_work_days, + min_home_hours=min_home_hours, + min_work_hours=min_work_hours, + latCol=latCol, + lonCol=lonCol, + locCol=locCol, + meta=out_meta, + ).reset_index() + + return df_stats + +def _compute_usr_hw_stats_locations(df_stop_locs_usr, + home_hours=(21,7), + work_hours=(9,17), + work_days=(0,1,2,3,4), + force_different=False, + ignore_dynamical=True, + min_hw_distance_km=.0, + min_home_delta_count=0, + min_home_delta_duration=0, + min_work_delta_count=0, + min_work_delta_duration=0, + min_home_days=0, + min_work_days=0, + min_home_hours=0, + min_work_hours=0, + latCol=medLatColName, + lonCol=medLonColName, + locCol=locColName, + ): + ''' + Helper function to compute home and work locations from stops with or without + locations annotations. + + Parameters + ---------- + df_stop_locs_usr : dask.DataFrame or pd.DataFrame + The stops of a user as returned by locations or stops TODO; + home_hours, work_hours : tuple, optional + TODO + work_days : tuple + TODO + force_different : bool, optional + TODO + ignore_dynamical : bool, optional + TODO + min_hw_distance_km : float, optional + TODO + min_home_delta_count, min_home_delta_duration, + min_work_delta_count, min_work_delta_duration : float, optional + TODO + min_home_days, min_work_days, + min_home_hours, min_work_hours : int, optional + TODO + latCol, lonCol, locCol : str, optional + TODO + + Returns + ------- + df_stats : pd.DataFrame + A dataframe with the columns: + - 'loc_id' or 'tile_ID' the location/tile id 0-based; + - 'lat_medoid','lng_medoid' or 'lat', 'lng' the average coordinates of the stops + seen within that location/tile; + - '{home,work}_{day/hour}_count' the number of unique days (hours) when the user has + been seen as active in the location (tile) at home (work) hours; + - '{home,work}_per_hour_{count,duration}' the list containing, for each hour in the home (work) + hours, the number of visits (duration in seconds) spent at the location/tile; + - '{home,work}_{count,duration}' the total number of visits (seconds duration) spent at this + location/tile; + - 'tot_seen_{home,work}_{hours,days}' the total number of days and hours where the user has been + active during home (work) hours during the valid stops; + - 'tot_seen_{hours,days}' the total number of days and hours where the user has been + active during the valid stops, both in home and workj period; + - 'tot_stop_count', 'tot_stop_time' the total number and duration (in seconds) of the user's + stops; + - 'frac_{home,work}_{count,duration}' the fraction of stops (duration) spent in this tile/location + during home (work) hours; + - '{home,work}_delta_{count,duration}' the fraction of hours in the home (work) range at which + the given tile/location was the most visited in terms of stops (duration). + - 'isHome', 'isWork' the flag telling whsther the location is home or work (or potentially both, + if `force_different` is False). + ''' + # Prepare the containers of results: + # - I compute the hours in home and work ranges + reverseHomeHours = home_hours[0] > home_hours [1] + reverseWorkHours = work_hours[0] > work_hours [1] + # - I prepare the sets where to save the seend days and hours + # in the day, night and total case + total_seen_days = set() + total_seen_hours = set() + total_seen_home_days = set() + total_seen_home_hours = set() + total_seen_work_days = set() + total_seen_work_hours = set() + # - The lists containing the int hours and counter to be populated + if reverseHomeHours: + home_hours_list = [h%24 for h in range( + int(np.floor(home_hours[0])), + int(np.ceil(home_hours[1])+24.))] + else: + home_hours_list = [h%24 for h in range( + int(np.floor(home_hours[0])), + int(np.ceil(home_hours[1])))] + if reverseWorkHours: + work_hours_list = [h%24 for h in range( + int(np.floor(work_hours[0])), + int(np.ceil(work_hours[1])+24.))] + else: + work_hours_list = [h%24 for h in range( + int(np.floor(work_hours[0])), + int(np.ceil(work_hours[1])))] + # # Determines if we have a stops or locations dataframe + # if medLonColName in df_stop_locs_usr.columns and locColName in df_stop_locs_usr.columns: + # latCol = medLatColName + # lonCol = medLonColName + # locCol = locColName + # elif lonColName in df_stop_locs_usr.columns and zidColName in df_stop_locs_usr.columns: + # latCol = latColName + # lonCol = lonColName + # locCol = zidColName + # If ignoring the non assigned locations, we prune them here + if ignore_dynamical: + df_stop_locs_usr = df_stop_locs_usr.query(f'{locCol} >= 0') + + if df_stop_locs_usr.shape[0] == 0: + return None + + # Prepare the dictionary for each location + locs_stats = {k: { + locCol: k, + latCol: latlon[latCol], + lonCol: latlon[lonCol], + 'home_day_count': set(), + 'home_hour_count': set(), + 'home_per_hour_count': np.array([0 for _ in home_hours_list]), + 'home_per_hour_duration': np.array([.0 for _ in home_hours_list]), + 'work_day_count': set(), + 'work_hour_count': set(), + 'work_per_hour_count': np.array([0 for _ in work_hours_list]), + 'work_per_hour_duration': np.array([.0 for _ in work_hours_list]), + } + for k, latlon in df_stop_locs_usr.groupby(locCol)[[latCol,lonCol]].mean().iterrows()} + # Cycle over the stops to populate the duration and count of visits: + for _, stp_loc in df_stop_locs_usr.iterrows(): + # - Extract location id and make reference to tmp target dict + tmp_loc = stp_loc[locCol] + tmp_loc_dict = locs_stats[tmp_loc] + last_hour = None + for t in pd.date_range(stp_loc[dttColName], stp_loc[ldtColName], freq='1min'): + # Cycle over all the minutes to: + # - compute the uniuque hour and day identifiers, the float/int hour and the dow + tmp_unique_h = t.strftime('%Y%m%d%H') + tmp_unique_d = tmp_unique_h[:-2] + total_seen_hours.add(tmp_unique_h) + total_seen_days.add(tmp_unique_d) + tmp_h = t.hour + t.minute/60. + tmp_h_int = t.hour + tmp_dow = t.dayofweek + # Check if hour is in home range and, if new hour, add it to the set of home + # hours days + isHome = False + if reverseHomeHours: + if not home_hours[1] <= tmp_h < home_hours[0]: + isHome = True + elif home_hours[0] <= tmp_h < home_hours[1]: + isHome = True + if isHome: + # If home, append seen hour and day to the location's and total sets + tmp_loc_dict['home_day_count'].add(tmp_unique_d) + tmp_loc_dict['home_hour_count'].add(tmp_unique_h) + total_seen_home_hours.add(tmp_unique_h) + total_seen_home_days.add(tmp_unique_d) + # Also add one to the visits if this is a new hour and 60 secs to the + # duration in the corresponding hour's list item + home_hour_index = home_hours_list.index(tmp_h_int) + if last_hour != tmp_h_int: + tmp_loc_dict['home_per_hour_count'][home_hour_index] += 1 + tmp_loc_dict['home_per_hour_duration'][home_hour_index] += 60 + elif tmp_dow in work_days: + # Enter the work if we're in the right days and repeat the same logic + # of home + isWork = False + if reverseWorkHours: + if not work_hours[1] <= tmp_h < work_hours[0]: + isWork = True + elif work_hours[0] <= tmp_h < work_hours[1]: + isWork = True + if isWork: + tmp_loc_dict['work_day_count'].add(tmp_unique_d) + tmp_loc_dict['work_hour_count'].add(tmp_unique_h) + total_seen_work_hours.add(tmp_unique_h) + total_seen_work_days.add(tmp_unique_d) + work_hour_index = work_hours_list.index(tmp_h_int) + if last_hour != tmp_h_int: + tmp_loc_dict['work_per_hour_count'][work_hour_index] += 1 + tmp_loc_dict['work_per_hour_duration'][work_hour_index] += 60 + # Update last hour + last_hour = tmp_h_int + # At the end of the cycle transorm the sets and counter to len and sums + for k, v in locs_stats.items(): + # How many visits we made to location in home/work hours + v['home_count'] = sum(v['home_per_hour_count']) + v['work_count'] = sum(v['work_per_hour_count']) + # How many seconds we spent at location in home/work hours + v['home_duration'] = sum(v['home_per_hour_duration']) + v['work_duration'] = sum(v['work_per_hour_duration']) + # How many unique days/hours we visited location in home/work hours + v['home_day_count'] = len(v['home_day_count']) + v['work_day_count'] = len(v['work_day_count']) + v['home_hour_count'] = len(v['home_hour_count']) + v['work_hour_count'] = len(v['work_hour_count']) + + # Port to dataframe and add global values: + df_stats = pd.DataFrame.from_dict(locs_stats, orient='index') + # - How many unique hours/days we seen in total in home/work hours + df_stats['tot_seen_home_hours'] = len(total_seen_home_hours) + df_stats['tot_seen_home_days'] = len(total_seen_home_days) + df_stats['tot_seen_work_hours'] = len(total_seen_work_hours) + df_stats['tot_seen_work_days'] = len(total_seen_work_days) + # - How many unique hours/days/stops/duration we seen in total + df_stats['tot_seen_hours'] = len(total_seen_hours) + df_stats['tot_seen_days'] = len(total_seen_days) + df_stats['tot_stop_count'] = df_stop_locs_usr.shape[0] + df_stats['tot_stop_time'] = df_stop_locs_usr[durColName].sum() + # - The fraction of hours seen (duration spent) at location w.r.t. the total valid stops + df_stats['frac_home_count'] = df_stats['home_count'] / df_stats['tot_seen_home_hours'].clip(lower=1.) + df_stats['frac_work_count'] = df_stats['work_count'] / df_stats['tot_seen_work_hours'].clip(lower=1.) + df_stats['frac_home_duration'] = df_stats['home_duration'] / max(1.,df_stats['home_duration'].sum()) + df_stats['frac_work_duration'] = df_stats['work_duration'] / max(1.,df_stats['work_duration'].sum()) + + # - Compute the delta (fraction of hours for which the location is the most visited in + # terms of counts/duration ) + for source, target in zip([ + 'home_per_hour_count', 'work_per_hour_count', + 'home_per_hour_duration', 'work_per_hour_duration',], [ + 'home_delta_count', 'work_delta_count', + 'home_delta_duration', 'work_delta_duration']): + # Count the number of items in each row that are the maximum column wise + # and then transform in the fraction + tmp_vs = np.stack(df_stats[source]) + tmp_vs = (tmp_vs == tmp_vs.max(axis=0, keepdims=True).clip(min=1.)).sum(axis=1, keepdims=True)\ + / max(1, tmp_vs.shape[1]) + df_stats[target] = tmp_vs.squeeze(-1,) + + # Find home which is the most visited during home hours respecting the parameters + candidates = df_stats.query(f"home_day_count >= {min_home_days} & home_hour_count >= {min_home_hours}") + candidates = candidates.query(f"work_day_count >= {min_work_days} & work_hour_count >= {min_work_hours}") + candidates = candidates.query(f"home_delta_count >= {min_home_delta_count} & work_delta_count >= {min_work_delta_count}") + candidates = candidates.query(f"home_delta_duration >= {min_home_delta_duration} & work_delta_duration >= {min_work_delta_duration}") + home_loc_id = None + work_loc_id = None + if candidates.shape[0] > 0: + home_loc = candidates.sort_values('home_delta_duration', ascending=False).iloc[0] + if home_loc['home_hour_count'] > 0: + home_loc_id = home_loc[locCol] + # Now the work location: + # - filter the home if we want to enforce different locations + if force_different: + candidates = candidates.query(f'{locCol} != {home_loc_id}') + if candidates.shape[0] > 0: + # - filter the close locations if we want to enforce home work distance + if min_hw_distance_km > 0: + home_latlon = [[home_loc[latCol], home_loc[lonCol]]] + candidates['hw_distance_km'] = haversine_pairwise( + candidates[[latCol,lonCol]].values, + home_latlon, + ) + candidates = candidates.query(f'hw_distance_km >= {min_hw_distance_km}') + work_loc = candidates.sort_values('work_delta_duration', ascending=False).iloc[0] + if work_loc['work_hour_count'] > 0: + work_loc_id = work_loc[locCol] + # Annotate the home/work results + df_stats['isHome'] = df_stats[locCol].apply(lambda i: i==home_loc_id) + df_stats['isWork'] = df_stats[locCol].apply(lambda i: i==work_loc_id) + # df_stats[uidColName] = df_stop_locs_usr.iloc[0][uidColName] + df_stats = df_stats.set_index([locCol]) + return df_stats + +''' +These are the functions to only use pings and tessellation +''' def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): '''Computes, for each row of the dataset, if the ping has been recorded in home or - work time. Can be used in combination with :attr:`mobilkit.stats.determineHomeWork` to determine the home and work location of a user. + work time. Can be used in combination with :attr:`mobilkit.stats.determineHomeWork` to determine the home + and work location of a user. Parameters ---------- @@ -195,9 +620,11 @@ def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): The loaded dataframe with at least `uid`, `datetime` and `tile_ID` columns. t homeHours : tuple, optional - The starting and end hours of the home period in 24h floating numbers. For example, to put the house period from 08:15pm to 07:20am put ``homeHours=(20.25, 7.33)``. + The starting and end hours of the home period in 24h floating numbers. For example, to put the house + period from 08:15pm to 07:20am put ``homeHours=(20.25, 7.33)``. workHours : tuple, optional - The starting and end hours of the work period in 24h floating numbers. For example, to put the work period from 09:15am to 06:50pm put ``workHours=(9.25, 18.8333)``. + The starting and end hours of the work period in 24h floating numbers. For example, to put the work + period from 09:15am to 06:50pm put ``workHours=(9.25, 18.8333)``. **Note that work hours are counted only from Monday to Friday.** weHome : bool, optional If ``False`` (default) counts only weekend hours within the home hours as valid home hours. @@ -206,15 +633,23 @@ def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): Returns ------- out : dask.dataframe - The dataframe with two additional columns: `isHome` and `isWork` telling if a given ping has been recorded during home or work time (or none of them). + The dataframe with two additional columns: `isHome` and `isWork` telling if a given ping has been + recorded during home or work time (or none of them). Note ---- - When determining the home location of a user, please consider that some data providers, like _Cuebiq_, obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to preserve privacy. - - This means that you cannot locate the precise home of a user with a spatial resolution higher than the one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to the one used to obfuscate the data, then this is of no concern. - - However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user's home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case. + When determining the home location of a user, please consider that some data providers, like _Cuebiq_, + obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to + preserve privacy. + + This means that you cannot locate the precise home of a user with a spatial resolution higher than the + one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's + home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to + the one used to obfuscate the data, then this is of no concern. + + However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added + to data in the user's home location area. Please check if your data has such noise added and choose the + spatial tessellation according to your use case. ''' # Note that day of week in spark is from 1 (Sunday) to 7 (Saturday). @@ -356,14 +791,17 @@ def areaStats(df, start_date=None, stop_date=None, hours=(0,24), weekdays=(1,2,3 def userHomeWorkLocation(df_hw : dask.dataframe, force_different: bool=False): - '''Given a dataframe returned by :attr:`mobilkit.stats.userHomeWork` computes, for each user, the home and work area as well as their location. - The home/work area is the one with more pings recorded and the location is assigned to the mean point of this cloud. + '''Given a dataframe returned by :attr:`mobilkit.stats.userHomeWork` computes, for each user, + the home and work area as well as their location. + The home/work area is the one with more pings recorded and the location is assigned to the mean + point of this cloud. Parameters ---------- df_hw : dask.dataframe - A dataframe as returned by :attr:`mobilkit.stats.userHomeWork` with at least the `uid`, `tile_ID` and `isHome` and `isWork` columns. + A dataframe as returned by :attr:`mobilkit.stats.userHomeWork` with at least the `uid`, + `tile_ID` and `isHome` and `isWork` columns. force_different : bool, optional Whether we want to force the work location to be different from the home location. @@ -382,11 +820,18 @@ def userHomeWorkLocation(df_hw : dask.dataframe, force_different: bool=False): Note ---- - When determining the home location of a user, please consider that some data providers, like _Cuebiq_, obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to preserve privacy. - - This means that you cannot locate the precise home of a user with a spatial resolution higher than the one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to the one used to obfuscate the data, then this is of no concern. - - However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user's home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case. + When determining the home location of a user, please consider that some data providers, + like _Cuebiq_, obfuscate/obscure/alter the coordinates of the points falling near the user's + home location in order to preserve privacy. + + This means that you cannot locate the precise home of a user with a spatial resolution higher + than the one used to obfuscate these data. If you are interested in the census area (or geohash) + of the user's home alone and you are using a spatial tessellation with a spatial resolution wider + than or equal to the one used to obfuscate the data, then this is of no concern. + + However, tasks such as stop-detection or POI visit rate computation may be affected by the noise + added to data in the user's home location area. Please check if your data has such noise added + and choose the spatial tessellation according to your use case. ''' # Same as before, focus on the points on the zone and times and compute the average point. # w_u = pyspark.sql.Window().partitionBy(uidColName) diff --git a/mobilkit/viz.py b/mobilkit/viz.py index 20bbc40..edd116e 100644 --- a/mobilkit/viz.py +++ b/mobilkit/viz.py @@ -19,6 +19,7 @@ import matplotlib.colors as mcolors from sklearn.metrics import r2_score from sklearn.linear_model import LinearRegression +import seaborn as sns import geopandas as gpd import pyproj @@ -33,6 +34,92 @@ zidColName, ) +def compareLinePlot(x_scatter, x_line, y, data, + xlim=None, + ylim=None, + xlabel=None, + ylabel=None, + scatterkws={}, + lineplotkws={}, + figsize=(7,4), + ): + ''' + Compares a scattered data with its line estimated. + + Parameters + ---------- + x_scatter, x_line, y : str + The columns to use for x in the scatter and line plot (in the line plot + you might want to use a binned version of the x) and as y. + data : pd.Dataframe + The dataframe to use. + xlim, ylim : tuple, optional + The limits to put in the x and y axis. + xlabel, ylabel : str, optional + The x and y axis labels + scatterkws : dict, optional + The keywords to pass to `seaborn.scatterplot`. + By default thay are: + `{'alpha':.075}` + lineplotkws : dict, optional + The keywords to pass to `seaborn.lineplot`. + By default thay are: + `{'color':'C3', + 'estimator':lambda g: np.percentile(g, 50), + 'n_boot':200}` + figsize : tuple, optional + The figure size in inches. + Returns + ------- + fig, ax : tuple + The figure and axes handle. + ''' + + fig, ax = plt.subplots(1,1,figsize=figsize) + scakws = { + 'alpha':.075 + } + linkws = { + 'color':'C3', + 'estimator':lambda g: np.percentile(g, 50), + 'n_boot':200 + } + + scakws.update(**scatterkws) + linkws.update(**lineplotkws) + + ax = sns.scatterplot( + data=data, + x=x_scatter, + y=y, + ax=ax, + **scakws + ) + + ax = sns.lineplot( + data=data, + x=x_line, + y=y, + ax=ax, + **linkws + ) + + if xlim: + plt.xlim(*xlim) + if ylim: + plt.ylim(*ylim) + + if xlabel: + plt.xlabel(xlabel) + else: + plt.xlabel(x_scatter) + if ylabel: + plt.ylabel(ylabel) + else: + plt.ylabel(y) + + return fig, ax + def visualize_simpleplot(df): import contextily as ctx gdf = gpd.GeoDataFrame(df, From a03ee82873220619d69a05ce8a2e2971506b7e0c Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 10 May 2022 16:01:49 +0200 Subject: [PATCH 06/13] Survival function for home and work locations. --- mobilkit/__init__.py | 2 +- mobilkit/dask_schemas.py | 2 +- mobilkit/stats.py | 1473 ++++++++++++++++++++++++-------------- mobilkit/tools.py | 30 +- setup.cfg | 5 +- 5 files changed, 941 insertions(+), 571 deletions(-) diff --git a/mobilkit/__init__.py b/mobilkit/__init__.py index d707099..608cf24 100644 --- a/mobilkit/__init__.py +++ b/mobilkit/__init__.py @@ -18,4 +18,4 @@ The `mobilkit` module documentation. ''' -__version__ = "0.2.2.0" +__version__ = "0.2.3.a" diff --git a/mobilkit/dask_schemas.py b/mobilkit/dask_schemas.py index 4a0d2e2..5d6285d 100644 --- a/mobilkit/dask_schemas.py +++ b/mobilkit/dask_schemas.py @@ -47,7 +47,7 @@ medLonColName = lonColName + '_medoid' radLonColName = lonColName + '_RAD_' radLatColName = latColName + '_RAD_' -locColName = "loc_id" +locColName = "loc_ID" eventLineRAW = [ diff --git a/mobilkit/stats.py b/mobilkit/stats.py index 342fbab..aeb5870 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -337,353 +337,207 @@ def stopsToHomeWorkStats(df_stops, return df_stats -def _compute_usr_hw_stats_locations(df_stop_locs_usr, - home_hours=(21,7), - work_hours=(9,17), - work_days=(0,1,2,3,4), - force_different=False, - ignore_dynamical=True, - min_hw_distance_km=.0, - min_home_delta_count=0, - min_home_delta_duration=0, - min_work_delta_count=0, - min_work_delta_duration=0, - min_home_days=0, - min_work_days=0, - min_home_hours=0, - min_work_hours=0, - latCol=medLatColName, - lonCol=medLonColName, - locCol=locColName, - ): + +def compressLocsStats2hwTable(df): ''' - Helper function to compute home and work locations from stops with or without - locations annotations. + Transforms a per location home work stats table into the per user home and work stats table. Parameters ---------- - df_stop_locs_usr : dask.DataFrame or pd.DataFrame - The stops of a user as returned by locations or stops TODO; - home_hours, work_hours : tuple, optional - TODO - work_days : tuple - TODO - force_different : bool, optional - TODO - ignore_dynamical : bool, optional - TODO - min_hw_distance_km : float, optional - TODO - min_home_delta_count, min_home_delta_duration, - min_work_delta_count, min_work_delta_duration : float, optional - TODO - min_home_days, min_work_days, - min_home_hours, min_work_hours : int, optional - TODO - latCol, lonCol, locCol : str, optional - TODO - + df : pd.DataFrame + A dataframe containing all the stats of the locations. + Returns ------- - df_stats : pd.DataFrame - A dataframe with the columns: - - 'loc_id' or 'tile_ID' the location/tile id 0-based; - - 'lat_medoid','lng_medoid' or 'lat', 'lng' the average coordinates of the stops - seen within that location/tile; - - '{home,work}_{day/hour}_count' the number of unique days (hours) when the user has - been seen as active in the location (tile) at home (work) hours; - - '{home,work}_per_hour_{count,duration}' the list containing, for each hour in the home (work) - hours, the number of visits (duration in seconds) spent at the location/tile; - - '{home,work}_{count,duration}' the total number of visits (seconds duration) spent at this - location/tile; - - 'tot_seen_{home,work}_{hours,days}' the total number of days and hours where the user has been - active during home (work) hours during the valid stops; - - 'tot_seen_{hours,days}' the total number of days and hours where the user has been - active during the valid stops, both in home and workj period; - - 'tot_stop_count', 'tot_stop_time' the total number and duration (in seconds) of the user's - stops; - - 'frac_{home,work}_{count,duration}' the fraction of stops (duration) spent in this tile/location - during home (work) hours; - - '{home,work}_delta_{count,duration}' the fraction of hours in the home (work) range at which - the given tile/location was the most visited in terms of stops (duration). - - 'isHome', 'isWork' the flag telling whsther the location is home or work (or potentially both, - if `force_different` is False). + hw_stats : pd.DataFrame + The home work locations of the users as if they were returned by + :attr:`mobilkit.stats.userHomeWorkLocation`. ''' - # Prepare the containers of results: - # - I compute the hours in home and work ranges - reverseHomeHours = home_hours[0] > home_hours [1] - reverseWorkHours = work_hours[0] > work_hours [1] - # - I prepare the sets where to save the seend days and hours - # in the day, night and total case - total_seen_days = set() - total_seen_hours = set() - total_seen_home_days = set() - total_seen_home_hours = set() - total_seen_work_days = set() - total_seen_work_hours = set() - # - The lists containing the int hours and counter to be populated - if reverseHomeHours: - home_hours_list = [h%24 for h in range( - int(np.floor(home_hours[0])), - int(np.ceil(home_hours[1])+24.))] - else: - home_hours_list = [h%24 for h in range( - int(np.floor(home_hours[0])), - int(np.ceil(home_hours[1])))] - if reverseWorkHours: - work_hours_list = [h%24 for h in range( - int(np.floor(work_hours[0])), - int(np.ceil(work_hours[1])+24.))] + return df.groupby(uidColName).apply(_compress_locs_stats_to_table) + + +def computeHomeWorkSurvival(df_stops_stats, + min_durations=[0], + min_day_counts=[0], + min_hour_counts=[0], + min_delta_counts=[0], + min_delta_durations=[0], + limit_hw_locs=False, + loc_col=locColName, + ): + ''' + Given a dataframe of locations (tiles) with home work stats as returned by + :attr:`mobilkit.stats.stopsToHomeWorkStats` it computes the home and work presence + at different thresholds of home and work duration count etc. + + Parameters + ---------- + df_stops_stats : pandas.DataFrame + The locations (or tiles) stats of the users as returned by + :attr:`mobilkit.stats.stopsToHomeWorkStats`. + min_durations : iterable, optional + The minimum duration of home and work stops to keep lines in the group. + min_day_counts, min_hour_counts : iterable, optional + The minimum count of stops in home and work locations to keep lines + in the group. + min_delta_counts, min_delta_durations : iterable, optional + The minimum fraction of home/work hours during which the area/location is the + most visited in terms of duration/count of stops for it to be kept. + limit_hw_locs : bool, optional + If `True`, it will limit the home and work candidates to the row(s) featuring + `isHome` or `isWork` equal `True`, respectively. If `False` (default), all the + rows are kept as candidates. + loc_col : str, optional + The column to use to check if the home and work candidates are in the same + location. + + Returns + ------- + user_flags : pd.DataFrame + A data frame indexed by user containing, for each combination of threshold values + in the order of minimum duration, minimum days, minimum hours, min delta count, min delta + duration, the flag of: + - `out_flags` if the user has a home AND work candidate with the threshold; + - `out_has_home` if the user has a home candidate with the threshold; + - `out_has_work` if the user has a work candidate with the threshold; + - `out_same_locs` if the user has a unique the home and work candidate falling + under the same `loc_col` ID. + df_cnt : pd.DataFrame + The dataframe in long format containing the count of valid counts for the users + for each combination of minimum threshold. + The columns are: + - 'tot_duration', 'n_days', 'n_hours', 'delta_count', 'delta_duration' + the values of the constraint for the current count. + - 'n_users' how many users have both home and work with current settings; + - 'with_home_users' how many users have a home location with current settings; + - 'with_work_users' how many users have a work location with current settings; + - 'home_work_same_area_users' how many users have home and work locations + featuring the same `loc_col` ID. + - 'home_work_same_area_users_frac' the fraction of valid users with home and work + that have have home and work locations featuring the same `loc_col` ID. + ''' + + col_values = list(_cycle_dur_count_delta( + min_durations=min_durations, + min_day_counts=min_day_counts, + min_hour_counts=min_hour_counts, + min_delta_counts=min_delta_counts, + min_delta_durations=min_delta_durations, + )) + + out_df = df_stops_stats.groupby(uidColName).apply( + _keep_flag_hw_user, + min_durations=min_durations, + min_day_counts=min_day_counts, + min_hour_counts=min_hour_counts, + min_delta_counts=min_delta_counts, + min_delta_durations=min_delta_durations, + loc_col=loc_col, + limit_hw_locs=limit_hw_locs + ) + + count_users = np.stack(out_df['out_flags']).sum(axis=0) + with_home_users = np.stack(out_df['out_has_home']).sum(axis=0) + with_work_users = np.stack(out_df['out_has_work']).sum(axis=0) + howo_same_users = np.stack(out_df['out_same_locs']).sum(axis=0) + + df_cnt = [] + for cnt, hasH, hasW, sameA, vals in zip(count_users, + with_home_users, + with_work_users, + howo_same_users, + col_values): + df_cnt.append([vals[i] for i in range(len(vals))] + [cnt, hasH, hasW, sameA]) + df_cnt = pd.DataFrame(df_cnt, columns=[ + 'tot_duration', 'n_days', 'n_hours', 'delta_count', 'delta_duration', + 'n_users', 'with_home_users', 'with_work_users', 'home_work_same_area_users', + ]) + + df_cnt['home_work_same_area_users_frac'] = df_cnt['home_work_same_area_users'] / df_cnt['n_users'].clip(lower=1) + + return out_df, df_cnt + + + +''' +These are the functions to only use pings and tessellation +''' + +def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): + '''Computes, for each row of the dataset, if the ping has been recorded in home or + work time. Can be used in combination with :attr:`mobilkit.stats.determineHomeWork` to determine the home + and work location of a user. + + Parameters + ---------- + df : dask.dataframe + The loaded dataframe with at least `uid`, `datetime` and `tile_ID` columns. +t + homeHours : tuple, optional + The starting and end hours of the home period in 24h floating numbers. For example, to put the house + period from 08:15pm to 07:20am put ``homeHours=(20.25, 7.33)``. + workHours : tuple, optional + The starting and end hours of the work period in 24h floating numbers. For example, to put the work + period from 09:15am to 06:50pm put ``workHours=(9.25, 18.8333)``. + **Note that work hours are counted only from Monday to Friday.** + weHome : bool, optional + If ``False`` (default) counts only weekend hours within the home hours as valid home hours. + If ``True``, all the pings recorded during the weekend (Saturday and Sunday) are counted as home pings. + + Returns + ------- + out : dask.dataframe + The dataframe with two additional columns: `isHome` and `isWork` telling if a given ping has been + recorded during home or work time (or none of them). + + Note + ---- + When determining the home location of a user, please consider that some data providers, like _Cuebiq_, + obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to + preserve privacy. + + This means that you cannot locate the precise home of a user with a spatial resolution higher than the + one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's + home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to + the one used to obfuscate the data, then this is of no concern. + + However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added + to data in the user's home location area. Please check if your data has such noise added and choose the + spatial tessellation according to your use case. + ''' + + # Note that day of week in spark is from 1 (Sunday) to 7 (Saturday). + cols_in = list(df.columns) + + # Lazy copy to start new stack of computations + df = copy(df) + df = df.assign(dow=df[dttColName].dt.weekday, + hfloat=df[dttColName].dt.hour + df[dttColName].dt.minute / 60.) + + + if weHome: + df["isHome"] = df["dow"] > 4 else: - work_hours_list = [h%24 for h in range( - int(np.floor(work_hours[0])), - int(np.ceil(work_hours[1])))] - # # Determines if we have a stops or locations dataframe - # if medLonColName in df_stop_locs_usr.columns and locColName in df_stop_locs_usr.columns: - # latCol = medLatColName - # lonCol = medLonColName - # locCol = locColName - # elif lonColName in df_stop_locs_usr.columns and zidColName in df_stop_locs_usr.columns: - # latCol = latColName - # lonCol = lonColName - # locCol = zidColName - # If ignoring the non assigned locations, we prune them here - if ignore_dynamical: - df_stop_locs_usr = df_stop_locs_usr.query(f'{locCol} >= 0') + df["isHome"] = False - if df_stop_locs_usr.shape[0] == 0: - return None - - # Prepare the dictionary for each location - locs_stats = {k: { - locCol: k, - latCol: latlon[latCol], - lonCol: latlon[lonCol], - 'home_day_count': set(), - 'home_hour_count': set(), - 'home_per_hour_count': np.array([0 for _ in home_hours_list]), - 'home_per_hour_duration': np.array([.0 for _ in home_hours_list]), - 'work_day_count': set(), - 'work_hour_count': set(), - 'work_per_hour_count': np.array([0 for _ in work_hours_list]), - 'work_per_hour_duration': np.array([.0 for _ in work_hours_list]), - } - for k, latlon in df_stop_locs_usr.groupby(locCol)[[latCol,lonCol]].mean().iterrows()} - # Cycle over the stops to populate the duration and count of visits: - for _, stp_loc in df_stop_locs_usr.iterrows(): - # - Extract location id and make reference to tmp target dict - tmp_loc = stp_loc[locCol] - tmp_loc_dict = locs_stats[tmp_loc] - last_hour = None - for t in pd.date_range(stp_loc[dttColName], stp_loc[ldtColName], freq='1min'): - # Cycle over all the minutes to: - # - compute the uniuque hour and day identifiers, the float/int hour and the dow - tmp_unique_h = t.strftime('%Y%m%d%H') - tmp_unique_d = tmp_unique_h[:-2] - total_seen_hours.add(tmp_unique_h) - total_seen_days.add(tmp_unique_d) - tmp_h = t.hour + t.minute/60. - tmp_h_int = t.hour - tmp_dow = t.dayofweek - # Check if hour is in home range and, if new hour, add it to the set of home - # hours days - isHome = False - if reverseHomeHours: - if not home_hours[1] <= tmp_h < home_hours[0]: - isHome = True - elif home_hours[0] <= tmp_h < home_hours[1]: - isHome = True - if isHome: - # If home, append seen hour and day to the location's and total sets - tmp_loc_dict['home_day_count'].add(tmp_unique_d) - tmp_loc_dict['home_hour_count'].add(tmp_unique_h) - total_seen_home_hours.add(tmp_unique_h) - total_seen_home_days.add(tmp_unique_d) - # Also add one to the visits if this is a new hour and 60 secs to the - # duration in the corresponding hour's list item - home_hour_index = home_hours_list.index(tmp_h_int) - if last_hour != tmp_h_int: - tmp_loc_dict['home_per_hour_count'][home_hour_index] += 1 - tmp_loc_dict['home_per_hour_duration'][home_hour_index] += 60 - elif tmp_dow in work_days: - # Enter the work if we're in the right days and repeat the same logic - # of home - isWork = False - if reverseWorkHours: - if not work_hours[1] <= tmp_h < work_hours[0]: - isWork = True - elif work_hours[0] <= tmp_h < work_hours[1]: - isWork = True - if isWork: - tmp_loc_dict['work_day_count'].add(tmp_unique_d) - tmp_loc_dict['work_hour_count'].add(tmp_unique_h) - total_seen_work_hours.add(tmp_unique_h) - total_seen_work_days.add(tmp_unique_d) - work_hour_index = work_hours_list.index(tmp_h_int) - if last_hour != tmp_h_int: - tmp_loc_dict['work_per_hour_count'][work_hour_index] += 1 - tmp_loc_dict['work_per_hour_duration'][work_hour_index] += 60 - # Update last hour - last_hour = tmp_h_int - # At the end of the cycle transorm the sets and counter to len and sums - for k, v in locs_stats.items(): - # How many visits we made to location in home/work hours - v['home_count'] = sum(v['home_per_hour_count']) - v['work_count'] = sum(v['work_per_hour_count']) - # How many seconds we spent at location in home/work hours - v['home_duration'] = sum(v['home_per_hour_duration']) - v['work_duration'] = sum(v['work_per_hour_duration']) - # How many unique days/hours we visited location in home/work hours - v['home_day_count'] = len(v['home_day_count']) - v['work_day_count'] = len(v['work_day_count']) - v['home_hour_count'] = len(v['home_hour_count']) - v['work_hour_count'] = len(v['work_hour_count']) - - # Port to dataframe and add global values: - df_stats = pd.DataFrame.from_dict(locs_stats, orient='index') - # - How many unique hours/days we seen in total in home/work hours - df_stats['tot_seen_home_hours'] = len(total_seen_home_hours) - df_stats['tot_seen_home_days'] = len(total_seen_home_days) - df_stats['tot_seen_work_hours'] = len(total_seen_work_hours) - df_stats['tot_seen_work_days'] = len(total_seen_work_days) - # - How many unique hours/days/stops/duration we seen in total - df_stats['tot_seen_hours'] = len(total_seen_hours) - df_stats['tot_seen_days'] = len(total_seen_days) - df_stats['tot_stop_count'] = df_stop_locs_usr.shape[0] - df_stats['tot_stop_time'] = df_stop_locs_usr[durColName].sum() - # - The fraction of hours seen (duration spent) at location w.r.t. the total valid stops - df_stats['frac_home_count'] = df_stats['home_count'] / df_stats['tot_seen_home_hours'].clip(lower=1.) - df_stats['frac_work_count'] = df_stats['work_count'] / df_stats['tot_seen_work_hours'].clip(lower=1.) - df_stats['frac_home_duration'] = df_stats['home_duration'] / max(1.,df_stats['home_duration'].sum()) - df_stats['frac_work_duration'] = df_stats['work_duration'] / max(1.,df_stats['work_duration'].sum()) - - # - Compute the delta (fraction of hours for which the location is the most visited in - # terms of counts/duration ) - for source, target in zip([ - 'home_per_hour_count', 'work_per_hour_count', - 'home_per_hour_duration', 'work_per_hour_duration',], [ - 'home_delta_count', 'work_delta_count', - 'home_delta_duration', 'work_delta_duration']): - # Count the number of items in each row that are the maximum column wise - # and then transform in the fraction - tmp_vs = np.stack(df_stats[source]) - tmp_vs = (tmp_vs == tmp_vs.max(axis=0, keepdims=True).clip(min=1.)).sum(axis=1, keepdims=True)\ - / max(1, tmp_vs.shape[1]) - df_stats[target] = tmp_vs.squeeze(-1,) - - # Find home which is the most visited during home hours respecting the parameters - candidates = df_stats.query(f"home_day_count >= {min_home_days} & home_hour_count >= {min_home_hours}") - candidates = candidates.query(f"work_day_count >= {min_work_days} & work_hour_count >= {min_work_hours}") - candidates = candidates.query(f"home_delta_count >= {min_home_delta_count} & work_delta_count >= {min_work_delta_count}") - candidates = candidates.query(f"home_delta_duration >= {min_home_delta_duration} & work_delta_duration >= {min_work_delta_duration}") - home_loc_id = None - work_loc_id = None - if candidates.shape[0] > 0: - home_loc = candidates.sort_values('home_delta_duration', ascending=False).iloc[0] - if home_loc['home_hour_count'] > 0: - home_loc_id = home_loc[locCol] - # Now the work location: - # - filter the home if we want to enforce different locations - if force_different: - candidates = candidates.query(f'{locCol} != {home_loc_id}') - if candidates.shape[0] > 0: - # - filter the close locations if we want to enforce home work distance - if min_hw_distance_km > 0: - home_latlon = [[home_loc[latCol], home_loc[lonCol]]] - candidates['hw_distance_km'] = haversine_pairwise( - candidates[[latCol,lonCol]].values, - home_latlon, - ) - candidates = candidates.query(f'hw_distance_km >= {min_hw_distance_km}') - work_loc = candidates.sort_values('work_delta_duration', ascending=False).iloc[0] - if work_loc['work_hour_count'] > 0: - work_loc_id = work_loc[locCol] - # Annotate the home/work results - df_stats['isHome'] = df_stats[locCol].apply(lambda i: i==home_loc_id) - df_stats['isWork'] = df_stats[locCol].apply(lambda i: i==work_loc_id) - # df_stats[uidColName] = df_stop_locs_usr.iloc[0][uidColName] - df_stats = df_stats.set_index([locCol]) - return df_stats - -''' -These are the functions to only use pings and tessellation -''' - -def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): - '''Computes, for each row of the dataset, if the ping has been recorded in home or - work time. Can be used in combination with :attr:`mobilkit.stats.determineHomeWork` to determine the home - and work location of a user. - - Parameters - ---------- - df : dask.dataframe - The loaded dataframe with at least `uid`, `datetime` and `tile_ID` columns. -t - homeHours : tuple, optional - The starting and end hours of the home period in 24h floating numbers. For example, to put the house - period from 08:15pm to 07:20am put ``homeHours=(20.25, 7.33)``. - workHours : tuple, optional - The starting and end hours of the work period in 24h floating numbers. For example, to put the work - period from 09:15am to 06:50pm put ``workHours=(9.25, 18.8333)``. - **Note that work hours are counted only from Monday to Friday.** - weHome : bool, optional - If ``False`` (default) counts only weekend hours within the home hours as valid home hours. - If ``True``, all the pings recorded during the weekend (Saturday and Sunday) are counted as home pings. - - Returns - ------- - out : dask.dataframe - The dataframe with two additional columns: `isHome` and `isWork` telling if a given ping has been - recorded during home or work time (or none of them). - - Note - ---- - When determining the home location of a user, please consider that some data providers, like _Cuebiq_, - obfuscate/obscure/alter the coordinates of the points falling near the user's home location in order to - preserve privacy. - - This means that you cannot locate the precise home of a user with a spatial resolution higher than the - one used to obfuscate these data. If you are interested in the census area (or geohash) of the user's - home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to - the one used to obfuscate the data, then this is of no concern. - - However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added - to data in the user's home location area. Please check if your data has such noise added and choose the - spatial tessellation according to your use case. - ''' - - # Note that day of week in spark is from 1 (Sunday) to 7 (Saturday). - cols_in = list(df.columns) - - # Lazy copy to start new stack of computations - df = copy(df) - df = df.assign(dow=df[dttColName].dt.weekday, - hfloat=df[dttColName].dt.hour + df[dttColName].dt.minute / 60.) - - - if weHome: - df["isHome"] = df["dow"] > 4 - else: - df["isHome"] = False - - if homeHours[0] < homeHours[1]: - df["isHome"] = (df["isHome"] | (df["hfloat"].between(*homeHours))) - else: - df["isHome"] = (df["isHome"] | ( - (df["hfloat"] >= homeHours[0]) - | (df["hfloat"] < homeHours[1]) - )) - - df["isWork"] = df["dow"] < 5 - if workHours[0] < workHours[1]: - df["isWork"] = df["isWork"] & df["hfloat"].between(*workHours) - else: - df["isWork"] = df["isWork"] & ( - (df["hfloat"] >= workHours[0]) - | (df["hfloat"] < workHours[1]) - ) - cols_out = cols_in + ["isHome", "isWork"] - out = df[cols_out] + if homeHours[0] < homeHours[1]: + df["isHome"] = (df["isHome"] | (df["hfloat"].between(*homeHours))) + else: + df["isHome"] = (df["isHome"] | ( + (df["hfloat"] >= homeHours[0]) + | (df["hfloat"] < homeHours[1]) + )) + + df["isWork"] = df["dow"] < 5 + if workHours[0] < workHours[1]: + df["isWork"] = df["isWork"] & df["hfloat"].between(*workHours) + else: + df["isWork"] = df["isWork"] & ( + (df["hfloat"] >= workHours[0]) + | (df["hfloat"] < workHours[1]) + ) + cols_out = cols_in + ["isHome", "isWork"] + out = df[cols_out] return out @@ -1128,6 +982,9 @@ def computeUserHomeWorkTripTimes(df_hw_locs, def _per_user_real_home_work_times(g, direction='hw', + location_col=zidColName, + home_loc_col='home_'+zidColName, + work_loc_col='work_'+zidColName, min_duration_h=.25, max_duration_h=4.): if direction in ['hw', 'wh']: @@ -1137,10 +994,10 @@ def _per_user_real_home_work_times(g, else: raise RuntimeError('Unknown direction %s in userHomeWorkTimes' % direction) - df = g.sort_values(dttColName).copy(deep=True) - df['atHome'] = df[zidColName] == df['home_'+zidColName] - df['atWork'] = df[zidColName] == df['work_'+zidColName] - df = df[df['atHome'] | df['atWork']].copy(deep=True) + df = g.sort_values(dttColName).copy() + df['atHome'] = df[location_col] == df[home_loc_col] + df['atWork'] = df[location_col] == df[work_loc_col] + df = df[df['atHome'] | df['atWork']].copy() tmp_fields = {what+'_trips_'+k: [] for k in directions @@ -1208,7 +1065,53 @@ def _per_user_real_home_work_times(g, time_trips.loc['speed_trips_'+direction].append(tmp_home_work_dist / tmp_duration_h) return time_trips -def userRealHomeWorkTimes(df_stops, direction='both', **kwargs): +def userRealHomeWorkTimes(df_stops, + home_work_locs, + direction='both', + uid_col=uidColName, + location_col=zidColName, + additional_hw_cols=['home_work_straight_dist', + 'home_work_osrm_time', + 'work_home_osrm_time', + 'home_work_osrm_dist', + 'work_home_osrm_dist'], + **kwargs): + ''' + Computes the real homework commuting time looking at the sequence of the user's stops. + + Parameters + ---------- + df_stops : dd.DataFrame + A dask dataframe containing the stops (or pings) of the users to be analyzed. + It might feature a location id column (as when returned by + :attr:`mobilkit.spatial.computeUsersLocations` applied on the output of + :attr:`mobilkit.spatial.findStops`) or the tile id column (as in the df returned + by :attr:`mobilkit.spatial.tessellate`). + home_work_locs : dd.DataFrame or pd.DataFrame + The necessarily pre-cleaned dataframe containing the stats on users home and work. + This can be either a dataframe as returned by :attr:`mobilkit.stats.userHomeWorkLocation` + or the one obtained by chaining the :attr:`mobilkit.stats.stopsToHomeWorkStats` + and the :attr:`mobilkit.stats.` + **kwargs + Are used to tune the functioning of :attr:`mobilkit.stats._per_user_real_home_work_times` + + Returns + ------- + + + ''' + home_id_col = 'home_'+location_col + work_id_col = 'work_'+location_col + hw_cols_to_keep = [uid_col, home_id_col, work_id_col] + additional_hw_cols + + stops_users_home_work = df_stops.merge(home_work_locs.reset_index()[hw_cols_to_keep], + how='inner', + on=uid_col) + stops_users_home_work = stops_users_home_work[ + (stops_users_home_work[location_col] == stops_users_home_work[home_id_col]) + | (stops_users_home_work[location_col] == stops_users_home_work[work_id_col]) + ].copy().repartition(npartitions=200) + meta_out = {} if direction in ['hw', 'both']: meta_out['time_trips_hw'] = object @@ -1226,14 +1129,19 @@ def userRealHomeWorkTimes(df_stops, direction='both', **kwargs): 'work_home_osrm_dist': float, } for k, v in cols_to_check.items(): - if k in df_stops.columns: + if k in stops_users_home_work.columns: meta_out[k] = v - user_time_trips_hw = df_stops.groupby(uidColName).apply(_per_user_real_home_work_times, - meta=meta_out, - direction=direction, - **kwargs - ) + user_time_trips_hw = stops_users_home_work.groupby(uid_col)\ + .apply( + _per_user_real_home_work_times, + meta=meta_out, + location_col=location_col, + direction=direction, + home_loc_col=home_id_col, + work_loc_col=work_id_col, + **kwargs + ) return user_time_trips_hw # Buffer the users and compute average and std trip time for each grid cell @@ -1307,220 +1215,687 @@ def computeTripTimeStats(df_trip_times, return user_per_home_area -def plotUsersHist(users_stats, min_pings=5, min_days=5, days="active", cmap='YlGnBu', xbins=100, ybins=20): - '''Function to plot the 2d histogram of the users stats. - - Parameters - ---------- - users_stats : pandas.DataFrame - A dataframe with the users stats as returned by :attr:`mobilkit.stats.userStats` and passed to pandas with the ``toPandas`` method. - min_pings : int, optional - The number of pings to be used as threshold in the plot counts. - min_days : int, optional - The number of active or spanned days (depending on ``days``) to be used as threshold in the plot counts. - days : str, optional - Whether to use active (``active``, default) days or spanned days (``spanned``). - cmap : str, optional - The colormap to use. - xbins, ybins : int, optional - The number of bins to use on the x and y axis. +def plotUsersHist(users_stats, min_pings=5, min_days=5, days="active", cmap='YlGnBu', xbins=100, ybins=20): + '''Function to plot the 2d histogram of the users stats. + + Parameters + ---------- + users_stats : pandas.DataFrame + A dataframe with the users stats as returned by :attr:`mobilkit.stats.userStats` and passed to pandas with the ``toPandas`` method. + min_pings : int, optional + The number of pings to be used as threshold in the plot counts. + min_days : int, optional + The number of active or spanned days (depending on ``days``) to be used as threshold in the plot counts. + days : str, optional + Whether to use active (``active``, default) days or spanned days (``spanned``). + cmap : str, optional + The colormap to use. + xbins, ybins : int, optional + The number of bins to use on the x and y axis. + + Returns + ------- + ax + The axes of the figure. + ''' + + assert days in ["active", "spanned"] + # Plot the 2dhistogram + + if days == "active": + col_days = "daysActive" + else: + col_days = "daysSpanned" + + df_users_stats = users_stats[["uid","pings",col_days]] + + XXX = np.array(df_users_stats["pings"].values, dtype="float") + YYY = np.array(df_users_stats[col_days].values, dtype="float") + + YYY = YYY[XXX>0] + XXX = XXX[XXX>0] + + XXX = np.log10(XXX) + + min_x = np.log10(min_pings) + min_y = min_days + + min_count = XXX.min() + max_count = XXX.max()*1.02 + + min_days = max(1, YYY.min()) + max_days = YYY.max() + 1 + + x_grid = np.linspace(min_count, max_count, xbins) + y_grid = np.linspace(min_days, max_days, ybins) + + ul = np.logical_and(YYY>=min_y,XXX=min_y,XXX>=min_x).sum() + lr = np.logical_and(YYY=min_x).sum() + ll = np.logical_and(YYYthr for d in v])) + users_stats_df["frac_days_above_%03d"%thr] = \ + users_stats_df["days_above_%03d"%thr]\ + / users_stats_df["daysActive"] + + return users_stats_df + + +def plotSurvivalDays(users_stats_df, min_days=10, ax=None): + '''Function to plot the survival probability of users by number of days given different pings/day threshold. + + Parameters + ---------- + users_stats_df : pandas.DataFrame + A dataframe with the users stats as returned by :attr:`mobilkit.stats.computeSurvivalFracs`. + min_days : int, optional + The minimum number of active days above threshold to be counted as super user in the plot count. + ax : plt.axes, optional + The axes to use. If ``None`` a new figure will be produced. + + Returns + ------- + ax + The axes of the figure. + ''' + + if ax is None: + fig, ax = plt.subplots(1,1,figsize=(6,4)) + + for colname in sorted(users_stats_df.columns): + if not colname.startswith("days_above_"): + continue + else: + thr = int(colname.split("days_above_")[1]) + + col = users_stats_df[colname] + n_over = sum(col>=min_days) + + bins = np.linspace(1, max(col)+1, 40) + + f, b = np.histogram(col, bins=bins, density=True) + ccdf = 1. - np.cumsum(f) * np.diff(b) + + b_center = (b[1:]+b[:-1])/2. + plt.plot(b_center, ccdf, ".-", label="thr: %d - users: %.02e" % (thr, n_over)) + + plt.vlines(min_days, 1e-8, 1., colors="k", alpha=.8, linestyles="--", lw=2) + plt.xlabel(r"Days with pings >= threshold - $d$", size=16) + plt.ylabel(r"$CCDF(d)$", size=16) + + plt.semilogy() + plt.legend() + + return ax + +def plotSurvivalFrac(users_stats_df, min_frac=.8, ax=None): + '''Function to plot the survival probability of users by fraction of active days given different pings/day threshold. + + Parameters + ---------- + users_stats_df : pandas.DataFrame + A dataframe with the users stats as returned by :attr:`mobilkit.stats.computeSurvivalFracs`. + min_frac : 0 < float < 1, optional + The minimum fraction of active days above threshold to be counted as super user in the plot count. + ax : plt.axes, optional + The axes to use. If ``None`` a new figure will be produced. + + Returns + ------- + ax + The axes of the figure. + ''' + + assert 0 < min_frac < 1 + + if ax is None: + fig, ax = plt.subplots(1,1,figsize=(6,4)) + + for colname in sorted(users_stats_df.columns): + if not colname.startswith("frac_days_above_"): + continue + else: + thr = int(colname.split("frac_days_above_")[1]) + + col = users_stats_df[colname] + n_over = sum(col>=min_frac) + + bins = np.linspace(0, 1., 40) + + f, b = np.histogram(col, bins=bins, density=True) + ccdf = 1. - np.cumsum(f) * np.diff(b) + + b_center = (b[1:]+b[:-1])/2. + plt.plot(b_center, ccdf, ".-", label="thr: %d - users: %.02e" % (thr, n_over)) + + plt.vlines(min_frac, 1e-4, 1., colors="k", alpha=.8, linestyles="--", lw=2) + plt.xlabel(r"Fraction of active days with pings >= threshold - $d$", size=16) + plt.ylabel(r"$CCDF(d)$", size=16) + + plt.semilogy() + plt.legend() + + return ax + +''' +**Auxiliary functions** +''' + +def _compute_usr_hw_stats_locations(df_stop_locs_usr, + home_hours=(21,7), + work_hours=(9,17), + work_days=(0,1,2,3,4), + force_different=False, + ignore_dynamical=True, + min_hw_distance_km=.0, + min_home_delta_count=0, + min_home_delta_duration=0, + min_work_delta_count=0, + min_work_delta_duration=0, + min_home_days=0, + min_work_days=0, + min_home_hours=0, + min_work_hours=0, + latCol=medLatColName, + lonCol=medLonColName, + locCol=locColName, + ): + ''' + Helper function to compute home and work locations from stops with or without + locations annotations. + + Parameters + ---------- + df_stop_locs_usr : dask.DataFrame or pd.DataFrame + The stops of a user as returned by locations or stops TODO; + home_hours, work_hours : tuple, optional + TODO + work_days : tuple + TODO + force_different : bool, optional + TODO + ignore_dynamical : bool, optional + TODO + min_hw_distance_km : float, optional + TODO + min_home_delta_count, min_home_delta_duration, + min_work_delta_count, min_work_delta_duration : float, optional + TODO + min_home_days, min_work_days, + min_home_hours, min_work_hours : int, optional + TODO + latCol, lonCol, locCol : str, optional + TODO + + Returns + ------- + df_stats : pd.DataFrame + A dataframe with the columns: + - 'loc_id' or 'tile_ID' the location/tile id 0-based; + - 'lat_medoid','lng_medoid' or 'lat', 'lng' the average coordinates of the stops + seen within that location/tile; + - '{home,work}_{day/hour}_count' the number of unique days (hours) when the user has + been seen as active in the location (tile) at home (work) hours; + - '{home,work}_per_hour_{count,duration}' the list containing, for each hour in the home (work) + hours, the number of visits (duration in seconds) spent at the location/tile; + - '{home,work}_{count,duration}' the total number of visits (seconds duration) spent at this + location/tile; + - 'tot_seen_{home,work}_{hours,days}' the total number of days and hours where the user has been + active during home (work) hours during the valid stops; + - 'tot_seen_{hours,days}' the total number of days and hours where the user has been + active during the valid stops, both in home and workj period; + - 'tot_stop_count', 'tot_stop_time' the total number and duration (in seconds) of the user's + stops; + - 'frac_{home,work}_{count,duration}' the fraction of stops (duration) spent in this tile/location + during home (work) hours; + - '{home,work}_delta_{count,duration}' the fraction of hours in the home (work) range at which + the given tile/location was the most visited in terms of stops (duration). + - 'isHome', 'isWork' the flag telling whsther the location is home or work (or potentially both, + if `force_different` is False). + ''' + # Prepare the containers of results: + # - I compute the hours in home and work ranges + reverseHomeHours = home_hours[0] > home_hours [1] + reverseWorkHours = work_hours[0] > work_hours [1] + # - I prepare the sets where to save the seend days and hours + # in the day, night and total case + total_seen_days = set() + total_seen_hours = set() + total_seen_home_days = set() + total_seen_home_hours = set() + total_seen_work_days = set() + total_seen_work_hours = set() + # - The lists containing the int hours and counter to be populated + if reverseHomeHours: + home_hours_list = [h%24 for h in range( + int(np.floor(home_hours[0])), + int(np.ceil(home_hours[1])+24.))] + else: + home_hours_list = [h%24 for h in range( + int(np.floor(home_hours[0])), + int(np.ceil(home_hours[1])))] + if reverseWorkHours: + work_hours_list = [h%24 for h in range( + int(np.floor(work_hours[0])), + int(np.ceil(work_hours[1])+24.))] + else: + work_hours_list = [h%24 for h in range( + int(np.floor(work_hours[0])), + int(np.ceil(work_hours[1])))] + # # Determines if we have a stops or locations dataframe + # if medLonColName in df_stop_locs_usr.columns and locColName in df_stop_locs_usr.columns: + # latCol = medLatColName + # lonCol = medLonColName + # locCol = locColName + # elif lonColName in df_stop_locs_usr.columns and zidColName in df_stop_locs_usr.columns: + # latCol = latColName + # lonCol = lonColName + # locCol = zidColName + # If ignoring the non assigned locations, we prune them here + if ignore_dynamical: + df_stop_locs_usr = df_stop_locs_usr.query(f'{locCol} >= 0') + + if df_stop_locs_usr.shape[0] == 0: + return None + + # Prepare the dictionary for each location + locs_stats = {k: { + locCol: k, + latCol: latlon[latCol], + lonCol: latlon[lonCol], + 'home_day_count': set(), + 'home_hour_count': set(), + 'home_per_hour_count': np.array([0 for _ in home_hours_list]), + 'home_per_hour_duration': np.array([.0 for _ in home_hours_list]), + 'work_day_count': set(), + 'work_hour_count': set(), + 'work_per_hour_count': np.array([0 for _ in work_hours_list]), + 'work_per_hour_duration': np.array([.0 for _ in work_hours_list]), + } + for k, latlon in df_stop_locs_usr.groupby(locCol)[[latCol,lonCol]].mean().iterrows()} + # Cycle over the stops to populate the duration and count of visits: + for _, stp_loc in df_stop_locs_usr.iterrows(): + # - Extract location id and make reference to tmp target dict + tmp_loc = stp_loc[locCol] + tmp_loc_dict = locs_stats[tmp_loc] + last_hour = None + for t in pd.date_range(stp_loc[dttColName], stp_loc[ldtColName], freq='1min'): + # Cycle over all the minutes to: + # - compute the uniuque hour and day identifiers, the float/int hour and the dow + tmp_unique_h = t.strftime('%Y%m%d%H') + tmp_unique_d = tmp_unique_h[:-2] + total_seen_hours.add(tmp_unique_h) + total_seen_days.add(tmp_unique_d) + tmp_h = t.hour + t.minute/60. + tmp_h_int = t.hour + tmp_dow = t.dayofweek + # Check if hour is in home range and, if new hour, add it to the set of home + # hours days + isHome = False + if reverseHomeHours: + if not home_hours[1] <= tmp_h < home_hours[0]: + isHome = True + elif home_hours[0] <= tmp_h < home_hours[1]: + isHome = True + if isHome: + # If home, append seen hour and day to the location's and total sets + tmp_loc_dict['home_day_count'].add(tmp_unique_d) + tmp_loc_dict['home_hour_count'].add(tmp_unique_h) + total_seen_home_hours.add(tmp_unique_h) + total_seen_home_days.add(tmp_unique_d) + # Also add one to the visits if this is a new hour and 60 secs to the + # duration in the corresponding hour's list item + home_hour_index = home_hours_list.index(tmp_h_int) + if last_hour != tmp_h_int: + tmp_loc_dict['home_per_hour_count'][home_hour_index] += 1 + tmp_loc_dict['home_per_hour_duration'][home_hour_index] += 60 + elif tmp_dow in work_days: + # Enter the work if we're in the right days and repeat the same logic + # of home + isWork = False + if reverseWorkHours: + if not work_hours[1] <= tmp_h < work_hours[0]: + isWork = True + elif work_hours[0] <= tmp_h < work_hours[1]: + isWork = True + if isWork: + tmp_loc_dict['work_day_count'].add(tmp_unique_d) + tmp_loc_dict['work_hour_count'].add(tmp_unique_h) + total_seen_work_hours.add(tmp_unique_h) + total_seen_work_days.add(tmp_unique_d) + work_hour_index = work_hours_list.index(tmp_h_int) + if last_hour != tmp_h_int: + tmp_loc_dict['work_per_hour_count'][work_hour_index] += 1 + tmp_loc_dict['work_per_hour_duration'][work_hour_index] += 60 + # Update last hour + last_hour = tmp_h_int + # At the end of the cycle transorm the sets and counter to len and sums + for k, v in locs_stats.items(): + # How many visits we made to location in home/work hours + v['home_count'] = sum(v['home_per_hour_count']) + v['work_count'] = sum(v['work_per_hour_count']) + # How many seconds we spent at location in home/work hours + v['home_duration'] = sum(v['home_per_hour_duration']) + v['work_duration'] = sum(v['work_per_hour_duration']) + # How many unique days/hours we visited location in home/work hours + v['home_day_count'] = len(v['home_day_count']) + v['work_day_count'] = len(v['work_day_count']) + v['home_hour_count'] = len(v['home_hour_count']) + v['work_hour_count'] = len(v['work_hour_count']) + + # Port to dataframe and add global values: + df_stats = pd.DataFrame.from_dict(locs_stats, orient='index') + # - How many unique hours/days we seen in total in home/work hours + df_stats['tot_seen_home_hours'] = len(total_seen_home_hours) + df_stats['tot_seen_home_days'] = len(total_seen_home_days) + df_stats['tot_seen_work_hours'] = len(total_seen_work_hours) + df_stats['tot_seen_work_days'] = len(total_seen_work_days) + # - How many unique hours/days/stops/duration we seen in total + df_stats['tot_seen_hours'] = len(total_seen_hours) + df_stats['tot_seen_days'] = len(total_seen_days) + df_stats['tot_stop_count'] = df_stop_locs_usr.shape[0] + df_stats['tot_stop_time'] = df_stop_locs_usr[durColName].sum() + # - The fraction of hours seen (duration spent) at location w.r.t. the total valid stops + df_stats['frac_home_count'] = df_stats['home_count'] / df_stats['tot_seen_home_hours'].clip(lower=1.) + df_stats['frac_work_count'] = df_stats['work_count'] / df_stats['tot_seen_work_hours'].clip(lower=1.) + df_stats['frac_home_duration'] = df_stats['home_duration'] / max(1.,df_stats['home_duration'].sum()) + df_stats['frac_work_duration'] = df_stats['work_duration'] / max(1.,df_stats['work_duration'].sum()) + + # - Compute the delta (fraction of hours for which the location is the most visited in + # terms of counts/duration ) + for source, target in zip([ + 'home_per_hour_count', 'work_per_hour_count', + 'home_per_hour_duration', 'work_per_hour_duration',], [ + 'home_delta_count', 'work_delta_count', + 'home_delta_duration', 'work_delta_duration']): + # Count the number of items in each row that are the maximum column wise + # and then transform in the fraction + tmp_vs = np.stack(df_stats[source]) + tmp_vs = (tmp_vs == tmp_vs.max(axis=0, keepdims=True).clip(min=1.)).sum(axis=1, keepdims=True)\ + / max(1, tmp_vs.shape[1]) + df_stats[target] = tmp_vs.squeeze(-1,) + + # Find home which is the most visited during home hours respecting the parameters + candidates = df_stats.query(f"home_day_count >= {min_home_days} & home_hour_count >= {min_home_hours}") + candidates = candidates.query(f"work_day_count >= {min_work_days} & work_hour_count >= {min_work_hours}") + candidates = candidates.query(f"home_delta_count >= {min_home_delta_count} & work_delta_count >= {min_work_delta_count}") + candidates = candidates.query(f"home_delta_duration >= {min_home_delta_duration} & work_delta_duration >= {min_work_delta_duration}") + home_loc_id = None + work_loc_id = None + if candidates.shape[0] > 0: + home_loc = candidates.sort_values('home_delta_duration', ascending=False).iloc[0] + if home_loc['home_hour_count'] > 0: + home_loc_id = home_loc[locCol] + # Now the work location: + # - filter the home if we want to enforce different locations + if force_different: + candidates = candidates.query(f'{locCol} != {home_loc_id}') + if candidates.shape[0] > 0: + # - filter the close locations if we want to enforce home work distance + if min_hw_distance_km > 0: + home_latlon = [[home_loc[latCol], home_loc[lonCol]]] + candidates['hw_distance_km'] = haversine_pairwise( + candidates[[latCol,lonCol]].values, + home_latlon, + ) + candidates = candidates.query(f'hw_distance_km >= {min_hw_distance_km}') + work_loc = candidates.sort_values('work_delta_duration', ascending=False).iloc[0] + if work_loc['work_hour_count'] > 0: + work_loc_id = work_loc[locCol] + # Annotate the home/work results + df_stats['isHome'] = df_stats[locCol].apply(lambda i: i==home_loc_id) + df_stats['isWork'] = df_stats[locCol].apply(lambda i: i==work_loc_id) + # df_stats[uidColName] = df_stop_locs_usr.iloc[0][uidColName] + df_stats = df_stats.set_index([locCol]) + return df_stats + + - Returns - ------- - ax - The axes of the figure. +def _compress_locs_stats_to_table(g): ''' - - assert days in ["active", "spanned"] - # Plot the 2dhistogram - - if days == "active": - col_days = "daysActive" + Helper function to :attr:`mobilkit.stats.compressLocsStats2hwTable` + to compute the home and work locations in the format of + :attr:`mobilkit.stats.userHomeWorkLocation`. + ''' + if locColName in g.columns: + loc_col = locColName + lat_col = medLatColName + lon_col = medLonColName + elif zidColName in g.columns: + loc_col = zidColName + lat_col = latColName + lon_col = lonColName else: - col_days = "daysSpanned" - - df_users_stats = users_stats[["uid","pings",col_days]] - - XXX = np.array(df_users_stats["pings"].values, dtype="float") - YYY = np.array(df_users_stats[col_days].values, dtype="float") - - YYY = YYY[XXX>0] - XXX = XXX[XXX>0] - - XXX = np.log10(XXX) - - min_x = np.log10(min_pings) - min_y = min_days - - min_count = XXX.min() - max_count = XXX.max()*1.02 - - min_days = max(1, YYY.min()) - max_days = YYY.max() + 1 - - x_grid = np.linspace(min_count, max_count, xbins) - y_grid = np.linspace(min_days, max_days, ybins) - - ul = np.logical_and(YYY>=min_y,XXX=min_y,XXX>=min_x).sum() - lr = np.logical_and(YYY=min_x).sum() - ll = np.logical_and(YYYthr for d in v])) - users_stats_df["frac_days_above_%03d"%thr] = \ - users_stats_df["days_above_%03d"%thr]\ - / users_stats_df["daysActive"] - - return users_stats_df - - -def plotSurvivalDays(users_stats_df, min_days=10, ax=None): - '''Function to plot the survival probability of users by number of days given different pings/day threshold. - - Parameters - ---------- - users_stats_df : pandas.DataFrame - A dataframe with the users stats as returned by :attr:`mobilkit.stats.computeSurvivalFracs`. - min_days : int, optional - The minimum number of active days above threshold to be counted as super user in the plot count. - ax : plt.axes, optional - The axes to use. If ``None`` a new figure will be produced. - - Returns - ------- - ax - The axes of the figure. + for min_dur in min_durations: + for cnt_day in min_day_counts: + for cnt_hour in min_hour_counts: + for delta_cnt in min_delta_counts: + for delta_dur in min_delta_durations: + yield np.array([ + min_dur, + cnt_day, + cnt_hour, + delta_cnt, + delta_dur, + ]) + + +def _keep_flag_hw_user(g, + min_durations=[0], + min_day_counts=[0], + min_hour_counts=[0], + min_delta_counts=[0], + min_delta_durations=[0], + limit_hw_locs=False, + loc_col=locColName, + ): ''' - - if ax is None: - fig, ax = plt.subplots(1,1,figsize=(6,4)) - - for colname in sorted(users_stats_df.columns): - if not colname.startswith("days_above_"): - continue - else: - thr = int(colname.split("days_above_")[1]) - - col = users_stats_df[colname] - n_over = sum(col>=min_days) - - bins = np.linspace(1, max(col)+1, 40) - - f, b = np.histogram(col, bins=bins, density=True) - ccdf = 1. - np.cumsum(f) * np.diff(b) - - b_center = (b[1:]+b[:-1])/2. - plt.plot(b_center, ccdf, ".-", label="thr: %d - users: %.02e" % (thr, n_over)) - - plt.vlines(min_days, 1e-8, 1., colors="k", alpha=.8, linestyles="--", lw=2) - plt.xlabel(r"Days with pings >= threshold - $d$", size=16) - plt.ylabel(r"$CCDF(d)$", size=16) - - plt.semilogy() - plt.legend() - - return ax - -def plotSurvivalFrac(users_stats_df, min_frac=.8, ax=None): - '''Function to plot the survival probability of users by fraction of active days given different pings/day threshold. + Given a user groups of locations (tiles) with home work stats as returned by + :attr:`mobilkit.stats.stopsToHomeWorkStats` it computes the home and work presence + at different thresholds of home and work duration count etc. Parameters ---------- - users_stats_df : pandas.DataFrame - A dataframe with the users stats as returned by :attr:`mobilkit.stats.computeSurvivalFracs`. - min_frac : 0 < float < 1, optional - The minimum fraction of active days above threshold to be counted as super user in the plot count. - ax : plt.axes, optional - The axes to use. If ``None`` a new figure will be produced. - + g : group + The grouped locations (or tiles) stats of the user. + min_durations : iterable, optional + The minimum duration of home and work stops to keep lines in the group. + min_day_counts, min_hour_counts : iterable, optional + The minimum count of stops in home and work locations to keep lines + in the group. + min_delta_counts, min_delta_durations : iterable, optional + The minimum fraction of home/work hours during which the area/location is the + most visited in terms of duration/count of stops for it to be kept. + limit_hw_locs : bool, optional + If `True`, it will limit the home and work candidates to the row(s) featuring + `isHome` or `isWork` equal `True`, respectively. If `False` (default), all the + rows are kept as candidates. + loc_col : str, optional + The column to use to check if the home and work candidates are in the same + location. + Returns ------- - ax - The axes of the figure. + user_flags : pd.Series + A series containing, for each combination of threshold values in the order of + minimum duration, minimum days, minimum hours, min delta count, min delta + duration, the flag of: + - `out_flags` if the user has a home AND work candidate with the threshold; + - `out_has_home` if the user has a home candidate with the threshold; + - `out_has_work` if the user has a work candidate with the threshold; + - `out_same_locs` if the user has a unique the home and work candidate falling + under the same `loc_col` ID. ''' + n_ele = len(min_durations)*len(min_day_counts)*len(min_hour_counts)\ + *len(min_delta_counts)*len(min_delta_durations) - assert 0 < min_frac < 1 + cols_values_home = ['home_duration', 'home_day_count', 'home_hour_count', + 'home_delta_duration', 'home_delta_count'] + cols_values_work = ['work_duration', 'work_day_count', 'work_hour_count', + 'work_delta_duration', 'work_delta_count'] + if limit_hw_locs: + if not (np.any(g['isHome']) and np.any(g['isWork'])): + return pd.Series({ + 'out_flags': [False]*n_ele, + 'out_has_home': [False]*n_ele, + 'out_has_work': [False]*n_ele, + 'out_same_locs': [False]*n_ele, + }) + tmp_rows = g.query('isHome==True') + home_ref_values = tmp_rows[cols_values_home].values + home_locs_values = tmp_rows[loc_col].values + + tmp_rows = g.query('isWork==True') + work_ref_values = tmp_rows[cols_values_work].values + work_locs_values = tmp_rows[loc_col].values + else: + home_ref_values = g[cols_values_home].values + work_ref_values = g[cols_values_work].values + + home_locs_values = g[loc_col].values + work_locs_values = g[loc_col].values + - if ax is None: - fig, ax = plt.subplots(1,1,figsize=(6,4)) - - for colname in sorted(users_stats_df.columns): - if not colname.startswith("frac_days_above_"): - continue + out_has_home = [] + out_has_work = [] + out_flags = [] + out_same_loc = [] + for tmp_thres in _cycle_dur_count_delta( + min_durations=min_durations, + min_day_counts=min_day_counts, + min_hour_counts=min_hour_counts, + min_delta_counts=min_delta_counts, + min_delta_durations=min_delta_durations): + tmp_thres = tmp_thres.reshape(1,-1) + # Check for home + home_mask = np.all(home_ref_values >= tmp_thres, axis=1) + has_home = np.any(home_mask) + out_has_home.append(has_home) + # Check for work + work_mask = np.all(work_ref_values >= tmp_thres, axis=1) + has_work = np.any(work_mask) + out_has_work.append(has_work) + + out_flags.append(has_home and has_work) + if has_home and has_work: + candidates_home = home_locs_values[home_mask] + candidates_work = work_locs_values[work_mask] + out_same_loc.append(len(candidates_home) == 1 + and set(candidates_home)==set(candidates_work)) else: - thr = int(colname.split("frac_days_above_")[1]) - - col = users_stats_df[colname] - n_over = sum(col>=min_frac) - - bins = np.linspace(0, 1., 40) - - f, b = np.histogram(col, bins=bins, density=True) - ccdf = 1. - np.cumsum(f) * np.diff(b) - - b_center = (b[1:]+b[:-1])/2. - plt.plot(b_center, ccdf, ".-", label="thr: %d - users: %.02e" % (thr, n_over)) - - plt.vlines(min_frac, 1e-4, 1., colors="k", alpha=.8, linestyles="--", lw=2) - plt.xlabel(r"Fraction of active days with pings >= threshold - $d$", size=16) - plt.ylabel(r"$CCDF(d)$", size=16) - - plt.semilogy() - plt.legend() - - return ax - + out_same_loc.append(False) + + assert len(out_flags) == n_ele + assert len(out_has_home) == n_ele + assert len(out_has_work) == n_ele + assert len(out_same_loc) == n_ele + return pd.Series({ + 'out_flags': out_flags, + 'out_has_home': out_has_home, + 'out_has_work': out_has_work, + 'out_same_locs': out_same_loc, + }) \ No newline at end of file diff --git a/mobilkit/tools.py b/mobilkit/tools.py index 7237010..e0a2cd1 100644 --- a/mobilkit/tools.py +++ b/mobilkit/tools.py @@ -355,6 +355,8 @@ def osrm_time_trip(latlon_start, `what==duration,distance`. ''' + # Port to meters + max_trip_distance = max_trip_distance*1000. assert what in ['duration', 'distance', 'duration,distance'] doubleReturn = what == 'duration,distance' @@ -375,30 +377,20 @@ def osrm_time_trip(latlon_start, tmp_distances = np.ones(1) * max_trip_distance else: if what == 'duration' or doubleReturn: - tmp_durations = np.array(result['durations'][0]) - tmp_durations = np.where( - np.logical_or( - np.isnan(tmp_durations), - np.isinf(tmp_durations)), - np.ones_like(tmp_durations) * max_trip_duration, - tmp_durations, - ) + tmp_duration = result['durations'][0][0] + if tmp_duration is not None and not np.isfinite(tmp_duration): + tmp_duration = max_trip_duration if what == 'distance' or doubleReturn: - tmp_distances = np.array(result['distances'][0]) - tmp_distances = np.where( - np.logical_or( - np.isnan(tmp_distances), - np.isinf(tmp_distances)), - np.ones_like(tmp_distances) * max_trip_distance, - tmp_distances, - ) + tmp_distance = result['distances'][0][0] + if tmp_distance is not None and not np.isfinite(tmp_distance): + tmp_distance = max_trip_distance if what == 'duration': - return tmp_durations[0] + return tmp_duration elif what == 'distance': - return tmp_distances[0] + return tmp_distance elif doubleReturn: - return (tmp_durations[0], tmp_distances[0]) + return (tmp_duration, tmp_distance) else: raise RuntimeError('SHOULD NOT HAPPEN') diff --git a/setup.cfg b/setup.cfg index 324b761..a57eac4 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,7 +1,7 @@ [metadata] name = mobilkit -version = 0.1.8 +version = 0.2.3.a author = MindEarth author_email = enrico.ubaldi@mindearth.org description = A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data @@ -50,6 +50,7 @@ complete = %(doc)s %(viz)s %(skmob)s + %(locations)s viz = contextily doc = @@ -66,5 +67,7 @@ doc = skmob = scikit-mobility pandas==1.2.5 +locations = + infostop From 4aeca1121ec9cb1b467611cf42d728d4bc81d80c Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 24 May 2022 10:28:17 +0200 Subject: [PATCH 07/13] Updated viz computing tools. --- mobilkit/__init__.py | 2 +- mobilkit/spatial.py | 30 ++++++++++++++++++++++++- mobilkit/temporal.py | 1 + mobilkit/viz.py | 52 +++++++++++++++++++++++++------------------- setup.cfg | 2 +- 5 files changed, 62 insertions(+), 25 deletions(-) diff --git a/mobilkit/__init__.py b/mobilkit/__init__.py index 608cf24..8e03997 100644 --- a/mobilkit/__init__.py +++ b/mobilkit/__init__.py @@ -18,4 +18,4 @@ The `mobilkit` module documentation. ''' -__version__ = "0.2.3.a" +__version__ = "0.2.4.a" diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 6970ab4..783e4f4 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -814,7 +814,7 @@ def _find_user_locations_INFOSTOP(df_stops, is_kws.update(add_infostop_kws) if df_stops.shape[0] > 0: - IS_model = SpatialInfomapSpatialInfomap(r2=r2, label_singleton=label_singleton) + IS_model = SpatialInfomap(r2=r2, label_singleton=label_singleton) labels = IS_model.fit_predict(df_stops[[latColName, lonColName]].values) df_stops[locColName] = labels @@ -1122,6 +1122,34 @@ def distanceHomeUser(g, g["home_dist"] = distances[:,0] return g +def user_dist_cbds(df_hw, + cbds_latlon, + assign_lat_col='lat_work', + assign_lng_col='lng_work', + distance_lat_col='lat_home', + distance_lng_col='lng_home', + ): + ''' + Computes the distance from the CBD for each user using the cbd which is closest + to the assign lat lons and computing its distance from distance_lat/lng. + ''' + + df_hw['closest_cbd_idx'] = df_hw.apply(lambda r: np.argmin(haversine_pairwise([[r[assign_lat_col], r[assign_lng_col]]], + cbds_latlon)[0,:], axis=0) + if not (pd.isna(r[assign_lat_col]) + or pd.isna(r[assign_lng_col]) + ) else None + , axis=1) + + df_hw['closest_cbd_dist'] = df_hw.apply(lambda r: haversine_pairwise([[r[distance_lat_col], r[distance_lng_col]]], + cbds_latlon[int(r['closest_cbd_idx']),:].reshape(1,-1))[0,0] + if not (pd.isna(r[distance_lat_col]) + or pd.isna(r[distance_lng_col]) + or pd.isna(r['closest_cbd_idx']) + ) else None + , axis=1) + return df_hw + def distanceHomeDF(g, **kwargs): ''' Parameters diff --git a/mobilkit/temporal.py b/mobilkit/temporal.py index 723e1ed..bb2013c 100644 --- a/mobilkit/temporal.py +++ b/mobilkit/temporal.py @@ -916,6 +916,7 @@ def computeVolumeProfile(df: dask.dataframe.DataFrame, df_volume = df_volume.droplevel(0, axis=1) df_volume.rename(columns={'nunique': 'users', 'count': 'pings'}, inplace=True) + df_volume['pings_per_user'] = df_volume['pings'] / df_volume['users'].clip(lower=1) else: df_volume.rename(columns={uidColName: what}, inplace=True) diff --git a/mobilkit/viz.py b/mobilkit/viz.py index edd116e..adbe4d4 100644 --- a/mobilkit/viz.py +++ b/mobilkit/viz.py @@ -39,9 +39,12 @@ def compareLinePlot(x_scatter, x_line, y, data, ylim=None, xlabel=None, ylabel=None, + doScatter=True, + doLine=True, scatterkws={}, lineplotkws={}, figsize=(7,4), + ax=None, ): ''' Compares a scattered data with its line estimated. @@ -74,8 +77,11 @@ def compareLinePlot(x_scatter, x_line, y, data, fig, ax : tuple The figure and axes handle. ''' - - fig, ax = plt.subplots(1,1,figsize=figsize) + if ax is None: + fig, ax = plt.subplots(1,1,figsize=figsize) + else: + fig = ax.figure + scakws = { 'alpha':.075 } @@ -88,35 +94,37 @@ def compareLinePlot(x_scatter, x_line, y, data, scakws.update(**scatterkws) linkws.update(**lineplotkws) - ax = sns.scatterplot( - data=data, - x=x_scatter, - y=y, - ax=ax, - **scakws - ) + if doScatter: + ax = sns.scatterplot( + data=data, + x=x_scatter, + y=y, + ax=ax, + **scakws + ) - ax = sns.lineplot( - data=data, - x=x_line, - y=y, - ax=ax, - **linkws - ) + if doLine: + ax = sns.lineplot( + data=data, + x=x_line, + y=y, + ax=ax, + **linkws + ) if xlim: - plt.xlim(*xlim) + ax.set_xlim(*xlim) if ylim: - plt.ylim(*ylim) + ax.set_ylim(*ylim) if xlabel: - plt.xlabel(xlabel) + ax.set_xlabel(xlabel) else: - plt.xlabel(x_scatter) + ax.set_xlabel(x_scatter) if ylabel: - plt.ylabel(ylabel) + ax.set_ylabel(ylabel) else: - plt.ylabel(y) + ax.set_ylabel(y) return fig, ax diff --git a/setup.cfg b/setup.cfg index a57eac4..93b9df8 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,7 +1,7 @@ [metadata] name = mobilkit -version = 0.2.3.a +version = 0.2.4.a author = MindEarth author_email = enrico.ubaldi@mindearth.org description = A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data From 4f77b9387fd5d423ebbb8e38a9d2e619b35d6290 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Fri, 27 May 2022 11:27:37 +0200 Subject: [PATCH 08/13] Docs and fixed partitioning in findStops. --- docs/index.rst | 9 +++++---- mobilkit/__init__.py | 2 +- mobilkit/spatial.py | 5 +++-- mobilkit/stats.py | 29 +++++++++++------------------ mobilkit/tools.py | 6 ++++-- setup.cfg | 2 +- 6 files changed, 25 insertions(+), 28 deletions(-) diff --git a/docs/index.rst b/docs/index.rst index 1a29536..a0c14db 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -127,15 +127,16 @@ If you use `mobilkit` please cite us: 2021, KDD 2021 Humanitarian Mapping Workshop, https://arxiv.org/abs/2107.14297 Bibtex: - @misc{ubaldi2021mobilkit, title={Mobilkit: A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data}, author={Enrico Ubaldi and Takahiro Yabe and Nicholas K. W. Jones and Maham Faisal Khan and Satish V. Ukkusuri and Riccardo Di Clemente and Emanuele Strano}, year={2021}, eprint={2107.14297}, - primaryClass={cs.CY} - archivePrefix={arXiv}, - } + primaryClass={cs.CY}, + archivePrefix={arXiv}} + + + Credits and contacts diff --git a/mobilkit/__init__.py b/mobilkit/__init__.py index 8e03997..92d9e97 100644 --- a/mobilkit/__init__.py +++ b/mobilkit/__init__.py @@ -18,4 +18,4 @@ The `mobilkit` module documentation. ''' -__version__ = "0.2.4.a" +__version__ = "0.2.4.b" diff --git a/mobilkit/spatial.py b/mobilkit/spatial.py index 783e4f4..d13e785 100644 --- a/mobilkit/spatial.py +++ b/mobilkit/spatial.py @@ -623,7 +623,8 @@ def findStops(df, .apply(_find_stops, meta=return_meta, custom_stay_locations_kwds=stay_locations_kwds, - ) + ).map_partitions(lambda d: d.reset_index(drop=True))\ + .repartition(npartitions=200) stops_df[durColName] = (stops_df[ldtColName] - stops_df[dttColName]).dt.total_seconds() if tesselation_shp: @@ -988,7 +989,7 @@ def totalUserTravelDistance(df_pings, doROG=False, freq='1d'): If `True` also computes the ROG on the pings of that day. freq : str, optional The datetime interval to fllor the `dttColName` to (default one day). - + Returns ------- ttd : dask.DataFrame diff --git a/mobilkit/stats.py b/mobilkit/stats.py index aeb5870..c735a4a 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -189,12 +189,9 @@ def filterUsers(df, dfStats=None, minPings=1, minDaysSpanned=1, minDaysActive=1, return df_out, dfStats, valid_users_set -''' -There are two possible approaches to the home computation - -The one here leverages on stops and/or locations. - -Another one is below, and uses the raw pings and the tessellated areas only. +'''There are two possible approaches to the home computation + The one here leverages on stops and/or locations. + Another one is below, and uses the raw pings and the tessellated areas only. ''' def stopsToHomeWorkStats(df_stops, @@ -458,21 +455,20 @@ def computeHomeWorkSurvival(df_stops_stats, return out_df, df_cnt - -''' -These are the functions to only use pings and tessellation +'''These are the functions to only use pings and tessellation ''' - def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): - '''Computes, for each row of the dataset, if the ping has been recorded in home or - work time. Can be used in combination with :attr:`mobilkit.stats.determineHomeWork` to determine the home - and work location of a user. + ''' + Computes, for each row of the dataset, if the ping has been recorded in home or + work time. Can be used in combination with :attr:`mobilkit.stats.homeWorkStats' + and :attr:'mobilkit.stats.userHomeWorkLocation` to determine the home and work + locations of a user. Parameters ---------- df : dask.dataframe The loaded dataframe with at least `uid`, `datetime` and `tile_ID` columns. -t + homeHours : tuple, optional The starting and end hours of the home period in 24h floating numbers. For example, to put the house period from 08:15pm to 07:20am put ``homeHours=(20.25, 7.33)``. @@ -505,7 +501,6 @@ def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): to data in the user's home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case. ''' - # Note that day of week in spark is from 1 (Sunday) to 7 (Saturday). cols_in = list(df.columns) @@ -514,7 +509,6 @@ def userHomeWork(df, homeHours=(19.5,7.5), workHours=(9.,18.5), weHome=False): df = df.assign(dow=df[dttColName].dt.weekday, hfloat=df[dttColName].dt.hour + df[dttColName].dt.minute / 60.) - if weHome: df["isHome"] = df["dow"] > 4 else: @@ -1432,8 +1426,7 @@ def plotSurvivalFrac(users_stats_df, min_frac=.8, ax=None): return ax -''' -**Auxiliary functions** +'''**Auxiliary functions** ''' def _compute_usr_hw_stats_locations(df_stop_locs_usr, diff --git a/mobilkit/tools.py b/mobilkit/tools.py index e0a2cd1..7ab6787 100644 --- a/mobilkit/tools.py +++ b/mobilkit/tools.py @@ -215,7 +215,9 @@ def visualizeClustersProfiles(results_clusters, nClusts=5, def plotCommunities(results_clusters, nClusts): - '''Function to plot the similarity matrix between areas. + ''' + Function to plot the similarity matrix between areas. + Parameters ---------- results_clusters : dict @@ -259,6 +261,7 @@ def plotCommunities(results_clusters, nClusts): def plotClustersMap(gdf, results_clusters, mappings, nClusts=5): '''Function to plot the similarity matrix between areas. + Parameters ---------- gdf : geopandas.GeoDataFrame @@ -277,7 +280,6 @@ def plotClustersMap(gdf, results_clusters, mappings, nClusts=5): ax : axis The ax of the figure. ''' - # Visualize them on map # Create a column on the gdf with the cluster label linkagesMatrix = results_clusters["linkagesMatrix"] diff --git a/setup.cfg b/setup.cfg index 93b9df8..3715dee 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,7 +1,7 @@ [metadata] name = mobilkit -version = 0.2.4.a +version = 0.2.4.b author = MindEarth author_email = enrico.ubaldi@mindearth.org description = A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data From efd88264654b03e6c0f6465016f0f8c0f3527697 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Fri, 27 May 2022 11:36:58 +0200 Subject: [PATCH 09/13] gitignore. --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 179d77b..b7e60ee 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,6 @@ mobilkit.egg-info *.gz *.pyo .ipynb_checkpoints +dist/ +docs/_build/ +docs/mobilkit.*.rst From 21cdbe81be0bbd577a67babc21d6d3c7a39fa972 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Fri, 8 Jul 2022 15:22:08 +0200 Subject: [PATCH 10/13] gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 179d77b..491161f 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +docs/_build +dist build mobilkit.egg-info *.pyc From aa7fb675dd9b87dfa6081696a5d8977ed3f0406d Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 20 Sep 2022 11:07:35 +0200 Subject: [PATCH 11/13] Updated dependencies for example notebooks. --- setup.cfg | 2 ++ 1 file changed, 2 insertions(+) diff --git a/setup.cfg b/setup.cfg index 3715dee..b145b42 100644 --- a/setup.cfg +++ b/setup.cfg @@ -45,6 +45,8 @@ install_requires = scikit-learn scipy seaborn + statsmodels + requests [options.extras_require] complete = %(doc)s From 8cb53577a2f34b6d829876e5eb2f86fd633bf702 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 20 Sep 2022 11:08:00 +0200 Subject: [PATCH 12/13] Fixed return type in location computation. --- docs/modules.rst | 7 +++++++ mobilkit/stats.py | 13 ++++++++----- 2 files changed, 15 insertions(+), 5 deletions(-) create mode 100644 docs/modules.rst diff --git a/docs/modules.rst b/docs/modules.rst new file mode 100644 index 0000000..342ad7a --- /dev/null +++ b/docs/modules.rst @@ -0,0 +1,7 @@ +mobilkit +======== + +.. toctree:: + :maxdepth: 4 + + mobilkit diff --git a/mobilkit/stats.py b/mobilkit/stats.py index c735a4a..ec3ba76 100644 --- a/mobilkit/stats.py +++ b/mobilkit/stats.py @@ -274,8 +274,7 @@ def stopsToHomeWorkStats(df_stops, locCol = zidColName out_meta = { - # uidColName: str, - # locCol: int, + locCol: int, latCol: float, lonCol: float, 'home_day_count': int, @@ -307,7 +306,8 @@ def stopsToHomeWorkStats(df_stops, 'home_delta_duration': float, 'work_delta_duration': float, 'isHome': bool, - 'isWork': bool + 'isWork': bool, + uidColName: str, } df_stats = df_stops.groupby(uidColName)\ @@ -330,7 +330,7 @@ def stopsToHomeWorkStats(df_stops, lonCol=lonCol, locCol=locCol, meta=out_meta, - ).reset_index() + ).reset_index(drop=True) return df_stats @@ -1501,6 +1501,8 @@ def _compute_usr_hw_stats_locations(df_stop_locs_usr, - 'isHome', 'isWork' the flag telling whsther the location is home or work (or potentially both, if `force_different` is False). ''' + # Save user id + tmp_uid = df_stop_locs_usr[uidColName].iloc[0] # Prepare the containers of results: # - I compute the hours in home and work ranges reverseHomeHours = home_hours[0] > home_hours [1] @@ -1694,7 +1696,8 @@ def _compute_usr_hw_stats_locations(df_stop_locs_usr, df_stats['isHome'] = df_stats[locCol].apply(lambda i: i==home_loc_id) df_stats['isWork'] = df_stats[locCol].apply(lambda i: i==work_loc_id) # df_stats[uidColName] = df_stop_locs_usr.iloc[0][uidColName] - df_stats = df_stats.set_index([locCol]) + # df_stats = df_stats.set_index([locCol]) + df_stats[uidColName] = tmp_uid return df_stats From cebc809bf9b949e7b7aa99359121b8d7a6939651 Mon Sep 17 00:00:00 2001 From: Enrico Ubaldi Date: Tue, 22 Nov 2022 11:05:49 +0100 Subject: [PATCH 13/13] Urban spatial structure release candidate. --- docs/examples/USS01_Mumbai.ipynb | 8383 ++++++++++++++++++++ docs/examples/USS02_CityComparison.ipynb | 3704 +++++++++ docs/examples/figures/pings_stops_locs.png | Bin 0 -> 438761 bytes docs/index.rst | 4 + setup.cfg | 7 +- 5 files changed, 12095 insertions(+), 3 deletions(-) create mode 100644 docs/examples/USS01_Mumbai.ipynb create mode 100644 docs/examples/USS02_CityComparison.ipynb create mode 100644 docs/examples/figures/pings_stops_locs.png diff --git a/docs/examples/USS01_Mumbai.ipynb b/docs/examples/USS01_Mumbai.ipynb new file mode 100644 index 0000000..2e5ddc0 --- /dev/null +++ b/docs/examples/USS01_Mumbai.ipynb @@ -0,0 +1,8383 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "59b2c5e4-4aae-4b66-a644-01a947f9c358", + "metadata": {}, + "source": [ + "# Urban spatial structure: the Mumbai example \n", + "\n", + "In this notebook we show how to extract information on the daily commuting patterns of people starting from raw location based mobility data.\n", + "\n", + "Specifically we start by loading raw data, we then filter them and observe the main features of the data (from both a collective and user based perspective).\n", + "\n", + "We conduct all of our anlyses tessellating our area of interest with an hexagonal grid (with a side of about 450m).\n", + "\n", + "For each grid cell we then infer some key observables linked to the users' mobility patterns, that is:\n", + "- its land use (i.e., the predominant vocation);\n", + "- the number of residents (workers) whose home (workplace) falls within the cell;\n", + "- the average distance, time and speed of commuting for people residing there.\n", + "\n", + "We will save the checkpoints of the procedure to speed up following refinements of the procedure.\n", + "\n", + "We start with some generic imports to facilitate our analyses.\n", + "\n", + "**Note on data**\n", + "\n", + "The data used in this notebook have been provided by [Quadrant](https://www.quadrant.io/) within the **Resilient Urban Planning Analysis Using Smartphone Location Data** project of the The World Bank / Global Facility for Disaster Reduction and Recovery ([GFDRR](https://www.gfdrr.org/en)) - contract number 7204724.\n", + "\n", + "[Quadrant](https://www.quadrant.io/) (An Appen Company) is a global leader in mobile location data, POI data, and corresponding compliance services. Quadrant provides anonymised location data and location-based business solutions that are fit for purpose, authentic, easy to use, and simple to organise. We offer data for almost all countries in the world, with hundreds of millions of unique devices and tens of billions of events per month, allowing our clients to perform location analyses, derive location-based intelligence, and make well-informed business decisions. Our data is gathered directly from first party opt-in mobile devices through a server-to-server integration with trusted publisher partners, delivering genuine and reliable raw GPS data unlike other location data sources relying heavily on Bidstream. Our consent management platform, QCMP, ensures that our data is compliant with applicable consent and opt-out provisions of data privacy laws governing the collection and use of location data." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "21c1776a-6588-4374-8833-3ac6dac4952f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2022.04.1'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%matplotlib inline\n", + "import pandas as pd\n", + "import numpy as np\n", + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "from datetime import datetime\n", + "import sys\n", + "import os\n", + "from shutil import rmtree\n", + "from dask.distributed import Client\n", + "from dask import dataframe as dd\n", + "import dask\n", + "import seaborn as sns\n", + "import statsmodels.api as sm\n", + "import pytz\n", + "import psutil\n", + "import multiprocessing\n", + "sns.set_context('notebook', font_scale=1.5)\n", + "\n", + "dask.__version__" + ] + }, + { + "cell_type": "markdown", + "id": "ed22e60d-00d9-4255-937b-05a0280bd0d7", + "metadata": {}, + "source": [ + "We also import `mobilkit` as `mk` to gain access to all the librarie's capabilities.\n", + "We import some constant names of columns from the `dask_schemas` submodule as they will be useful later on." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f8f70691-0df4-4143-b2e9-77c9b72d3be7", + "metadata": {}, + "outputs": [], + "source": [ + "import mobilkit as mk\n", + "from mobilkit.spatial import haversine_pairwise\n", + "from mobilkit.dask_schemas import (latColName, lonColName,\n", + " uidColName, zidColName,\n", + " accColName, utcColName,\n", + " dttColName, durColName,\n", + " locColName, ldtColName,\n", + " medLatColName, medLonColName)\n", + "from mobilkit.viz import compareLinePlot" + ] + }, + { + "cell_type": "markdown", + "id": "39eeecef-1e87-42f2-bb57-85c8dde45adc", + "metadata": {}, + "source": [ + "## Configuration\n", + "\n", + "Here we need to specifiy the details of our analysis, such as where the input files are found and the name to give to our analysis.\n", + "\n", + "We also set some variables needed to localize the timestamps, compute home and work locations and correctly compute the distances in the local projection.\n", + "\n", + "### Analysis input" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b1f7a9d6-f44a-44cf-9f1f-33ddee4260a1", + "metadata": {}, + "outputs": [], + "source": [ + "# The name of the subfolder in the output folder where to put checkpoints and\n", + "# save results\n", + "city_name = 'mumbai'\n", + "# The timezone to use to pass from timestamp to datetime\n", + "timezone = 'Asia/Kolkata'\n", + "\n", + "# We limit the analysis to this date range\n", + "start_date = datetime(2022, 2, 28)\n", + "end_date = datetime(2022, 4, 1)\n", + "\n", + "# The hours to count as home and work:\n", + "# We set the initial and final time in 24h format using a float notation\n", + "# For instance 17:45 is 17.75\n", + "homeHours=(22, 8)\n", + "workHours=(10,18)\n", + "\n", + "# This is the grid file to be used to tessellate data \n", + "aoi_grid_file = 'data/AOI_bbox/aoi_Mumbai_GRID.geoJSON'" + ] + }, + { + "cell_type": "markdown", + "id": "39b1ff9b-a73e-4e23-bf1b-11f39b2de6f5", + "metadata": {}, + "source": [ + "### Spatial details" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "10aadc20-44b4-4b0b-b8bc-336a8d1f55b6", + "metadata": {}, + "outputs": [], + "source": [ + "# The local projection to us when buffering the home and offices (to compute\n", + "# their approximated density), together with the city center\n", + "local_EPSG = 24381\n", + "homeWorkBufferMeters = 500\n", + "center_of_city = np.array([18.928453,72.829736]).reshape(1,2)\n", + "\n", + "# When dealing with a policentric city we may want to specify the different\n", + "# business districts of the city\n", + "multiple_cbd_latlon = np.array([\n", + " [18.928453,72.829736], # Central Business District,\n", + " [19.013895,72.837438], # Extended Business District,\n", + " [19.067498,72.865451], # New Business District,\n", + " [19.165406,72.858306], # Suburban Business District (west),\n", + " [19.151227,72.954612], # Suburban Business District (east),\n", + " [19.054251,73.027987], # Peripheral Business District (Navi Mumbai),\n", + " [19.216505,72.977984], # Peripheral Business District (Thane),\n", + " [19.255434,73.046656], # Bhilwara Town,\n", + "])\n", + "\n", + "# Custom stop detection keyowrds that will be passed to mk.spatial.findStops\n", + "# See the function's documentation for details.\n", + "custom_stay_locations_kwds = {\n", + " 'minutes_for_a_stop': 10.0,\n", + " 'spatial_radius_km': 0.2,\n", + " 'no_data_for_minutes': 60*10,\n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "7df30ee1-d9e4-4c31-adef-ad0f3a3adb2b", + "metadata": {}, + "source": [ + "### Running options" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f22c74c5-c67b-4cd2-bdb2-9764a8fc77a2", + "metadata": {}, + "outputs": [], + "source": [ + "# If True it will recompute all the checkpoints (if already present)\n", + "recomputeAll = False\n", + "\n", + "# The raw files' pattern are and where to save the results/output.\n", + "RAW_FILES_PATTERN = '/mnt/data_two/mob_data/IN_mumbai/year=*/month=*/day=*/*_*_*_*_bucket-*'\n", + "OUT_ROOT_FOLDER = '/mnt/data/resilience_analyses'" + ] + }, + { + "cell_type": "markdown", + "id": "d1293119-d1d2-4629-b565-6ca8d12478ec", + "metadata": {}, + "source": [ + "### OSRM backend\n", + "\n", + "Here, if we also want to compute \"theoretical\" commuting times and distances, we set the details of the [Open Source Routing Machine](http://project-osrm.org/).\n", + "\n", + "Thanks to its dockerized implementation, it is pretty straightforward to set up a local OSRM server by following the instructions of the [OSRM Backend](https://github.com/Project-OSRM/osrm-backend).\n", + "\n", + "You start by downloading the OpenStreetMaps databse for your area of interest from [GeoFabrik](http://download.geofabrik.de/).\n", + "```\n", + "wget http://download.geofabrik.de/europe/germany/berlin-latest.osm.pbf\n", + "```\n", + "\n", + "Then, with the `osrm-cli` tools installed, prepare the data:\n", + "```\n", + "osrm-extract -p your_profile berlin.osm.pbf\n", + "osrm-partition berlin.osrm\n", + "osrm-customize berlin.osrm\n", + "```\n", + "\n", + "Finally, run a docker container to be queried for routing duration/distances.\n", + "```\n", + "sudo docker run -t -i -p 5000:5000 -v \"${PWD}:/data\" osrm/osrm-backend osrm-routed --algorithm=MLD /data/berlin-latest.osrm\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "46efbc1c-88bc-476d-8428-c69bf0f86c59", + "metadata": {}, + "outputs": [], + "source": [ + "# OSRM BACKEND CONFIG\n", + "max_trip_duration_s = 10800\n", + "# Compose the base query\n", + "SERVER = \"http://localhost\"\n", + "PORT = 5000\n", + "PROFILE = \"car\"\n", + "\n", + "osrm_url = f\"{SERVER}:{PORT}/table/v1/{PROFILE}/\"" + ] + }, + { + "cell_type": "markdown", + "id": "038f9b4d-65b9-492c-882f-013be10d8bb2", + "metadata": {}, + "source": [ + "## Start of computation\n", + "\n", + "We start by creating the output folders and loading the needed shapefiles and datasets." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "714143fd-69ac-4bcc-8c0f-e2e7d146bb43", + "metadata": {}, + "outputs": [], + "source": [ + "# Create the output folders and path\n", + "OUT_DIR = os.path.join(OUT_ROOT_FOLDER, city_name)\n", + "os.makedirs(OUT_DIR, exist_ok=True)\n", + "out_grid_cells_file = os.path.join(OUT_DIR, 'gdf_landuse_rog.gpkg')\n", + "OUT_DIR_FIG = os.path.join(OUT_DIR, 'figures')\n", + "os.makedirs(OUT_DIR_FIG, exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "4e9848c3-610f-4a16-ad2a-ac72dbab46bf", + "metadata": {}, + "source": [ + "### Load grid\n", + "Read the grid's geo-dataframe and project it to the local projection.\n", + "We also plot the distribution of the area (in $km^2$) for the regular grid we selected to check it is regular." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0a23e247-f174-4624-aa8f-0e9b0f006348", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Grig mean sqkm 0.4871392896713538 and median 0.48713928967140174\n" + ] + }, + { + "data": { + "image/png": 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73acce2c

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\n", + " Dashboard: http://127.0.0.1:41527/status\n", + " \n", + " Workers: 23\n", + "
\n", + " Total threads: 46\n", + " \n", + " Total memory: 162.80 GiB\n", + "
Status: runningUsing processes: True
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Scheduler Info

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Scheduler

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Scheduler-acc4f423-3c3a-4283-8ee9-63fe58a9a2c9

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\n", + " Comm: tcp://127.0.0.1:34233\n", + " \n", + " Workers: 23\n", + "
\n", + " Dashboard: http://127.0.0.1:41527/status\n", + " \n", + " Total threads: 46\n", + "
\n", + " Started: Just now\n", + " \n", + " Total memory: 162.80 GiB\n", + "
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Workers

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Worker: 0

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\n", + " Comm: tcp://127.0.0.1:44597\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:40609/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33795\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-8aaaxmfl\n", + "
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Worker: 1

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\n", + " Comm: tcp://127.0.0.1:34097\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:40735/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33827\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-qkv76ofv\n", + "
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Worker: 2

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\n", + " Comm: tcp://127.0.0.1:34951\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:33717/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37623\n", + "
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Worker: 3

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\n", + " Comm: tcp://127.0.0.1:45287\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:36971/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:33417\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-i3m_9o9p\n", + "
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Worker: 4

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\n", + " Comm: tcp://127.0.0.1:38819\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:36877/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:42367\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-6fnyfiey\n", + "
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Worker: 5

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\n", + " Comm: tcp://127.0.0.1:41101\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:35415/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:36269\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-402c7201\n", + "
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Worker: 6

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\n", + " Comm: tcp://127.0.0.1:34539\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:38925/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:41231\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-dcyulzpc\n", + "
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Worker: 7

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\n", + " Comm: tcp://127.0.0.1:32805\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:43765/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40681\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-3dln44lf\n", + "
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Worker: 8

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\n", + " Comm: tcp://127.0.0.1:43877\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:36727/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43345\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-hbrglvmg\n", + "
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Worker: 9

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\n", + " Comm: tcp://127.0.0.1:43199\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:41707/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:43085\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-z5xz2jjz\n", + "
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Worker: 10

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\n", + " Comm: tcp://127.0.0.1:41307\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:45177/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:37167\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-mdf9_733\n", + "
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Worker: 11

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\n", + " Comm: tcp://127.0.0.1:37051\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:34633/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45389\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-1obdvlf9\n", + "
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Worker: 12

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\n", + " Comm: tcp://127.0.0.1:42077\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:38381/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38369\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-ss52nf2x\n", + "
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Worker: 13

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\n", + " Comm: tcp://127.0.0.1:36863\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:35221/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:35775\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-wej92esf\n", + "
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Worker: 14

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\n", + " Comm: tcp://127.0.0.1:33841\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:41033/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:36585\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-6_dan_50\n", + "
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Worker: 15

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\n", + " Comm: tcp://127.0.0.1:39501\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:42929/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45077\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-1dkvm7yr\n", + "
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Worker: 16

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\n", + " Comm: tcp://127.0.0.1:40307\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:40247/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45367\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-ilntr_hi\n", + "
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Worker: 17

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\n", + " Comm: tcp://127.0.0.1:42309\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:42701/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:34895\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-vrdy32zi\n", + "
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Worker: 18

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\n", + " Comm: tcp://127.0.0.1:37597\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:45411/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:38789\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-n58zb58y\n", + "
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Worker: 19

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\n", + " Comm: tcp://127.0.0.1:33183\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:41713/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:45195\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-kprdedhj\n", + "
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Worker: 20

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\n", + " Comm: tcp://127.0.0.1:32913\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:39731/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:34053\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-6fguqykz\n", + "
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Worker: 21

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\n", + " Comm: tcp://127.0.0.1:33661\n", + " \n", + " Total threads: 2\n", + "
\n", + " Dashboard: http://127.0.0.1:33673/status\n", + " \n", + " Memory: 7.08 GiB\n", + "
\n", + " Nanny: tcp://127.0.0.1:40931\n", + "
\n", + " Local directory: /mnt/dask_workplace/dask-worker-space/worker-uabvxmbo\n", + "
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Worker: 22

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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_proc = int(multiprocessing.cpu_count() / 2) - 1\n", + "mem_per_proc = psutil.virtual_memory().total * 1.3 / 1e9 / n_proc\n", + "client = Client(\n", + " memory_limit='%.01fG'%mem_per_proc,\n", + " n_workers=n_proc,\n", + " threads_per_worker=2\n", + " )\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "98451758-3b96-41a7-a986-2f13f2af090b", + "metadata": {}, + "source": [ + "### Load raw data\n", + "\n", + "We use the `dask.dataframe.read_parquet` to easily read the raw data.\n", + "\n", + "Then we leverage on the `mk.loader.compute_datetime_col` to localize the timestamp to out selected timezone `timezone`.\n", + "\n", + "We also compute a `day` column that will be used to partition the output files." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4b4319bb-fff2-431d-ac5b-8b27081baee3", + "metadata": {}, + "outputs": [], + "source": [ + "df_raw = dd.read_parquet(RAW_FILES_PATTERN)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5081b883-3ce4-4ecf-bcf9-8b175f9ca5ec", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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datetimelatlnguidUTCaccday
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [datetime, lat, lng, uid, UTC, acc, day]\n", + "Index: []" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = df_raw.dropna(how='any',\n", + " subset=['timestamp','quad_id',\n", + " 'latitude','longitude',\n", + " 'horizontal_accuracy'])\\\n", + " .query('horizontal_accuracy<=70')\n", + "\n", + "df[utcColName] = df['timestamp']/1000\n", + "df = mk.loader.compute_datetime_col(df, selected_tz=pytz.timezone(timezone))\n", + "\n", + "df = df.rename(columns={\n", + " 'latitude': latColName,\n", + " 'longitude': lonColName,\n", + " 'quad_id': uidColName,\n", + " 'horizontal_accuracy': accColName\n", + "})\n", + "\n", + "df = df[\n", + " (df[dttColName] >= start_date)\n", + " & (df[dttColName] < end_date)\n", + "][[dttColName, latColName, lonColName,\n", + " uidColName, utcColName, accColName]].copy()\n", + "\n", + "df['day'] = df['datetime'].dt.floor('1d').dt.strftime('%Y%m%d')\n", + "df.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "11089518-9d15-4006-b979-f176b2281113", + "metadata": {}, + "source": [ + "### Filter date range\n", + "We filter the raw pings to be within the selected time range." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "42c1e8bb-afc0-47bd-a7d9-d95d771e4997", + "metadata": {}, + "outputs": [], + "source": [ + "df_pings = df[df[dttColName].between(start_date,end_date)].copy()" + ] + }, + { + "cell_type": "markdown", + "id": "60f6f79a-3223-4454-b57c-6b2e3c457bc4", + "metadata": { + "tags": [] + }, + "source": [ + "### Computing users and pings count\n", + "To check the temporal dependence of the number of pings and/or users per day we can use the `mk.temporal.computeVolumeProfile`. The latter returns the daily volume of active pings/users seen in the dataset.\n", + "To get a normalized (0-1) count simply pass `normalized=True` to the function.\n", + "\n", + "As one can see, the volume of daily users and pings is highly volatile, so that we have to apply normalization techniques in the following, for instance when computing land use." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "52bbb480-9d13-4aa0-b31b-03cef042d2f1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/mnt/data/resilience_analyses/mumbai/ping_users_volume.pkl'" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_ping_user_volume" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "99e29def-6098-4c81-9705-4afd3e8f0e43", + "metadata": {}, + "outputs": [], + "source": [ + "!rm /mnt/data/resilience_analyses/mumbai/ping_users_volume.pkl" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "5e74d84c-a074-4e8f-a6c1-5ffe2dcffe22", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "path_ping_user_volume = os.path.join(OUT_DIR, 'ping_users_volume.pkl')\n", + "if recomputeAll and os.path.exists(path_ping_user_volume):\n", + " os.remove(path_ping_user_volume)\n", + "if not os.path.exists(path_ping_user_volume):\n", + " df_volume = mk.temporal.computeVolumeProfile(df_pings, what='both', normalized=False)\n", + " pd.to_pickle(df_volume, path_ping_user_volume)\n", + "fig, ax = plt.subplots(1,1,figsize=(8,4))\n", + "df_volume = pd.read_pickle(path_ping_user_volume)\n", + "df_volume.plot(ax=ax)\n", + "plt.semilogy()\n", + "plt.ylim(1e0, 1e7)\n", + "plt.ylabel('Volume')\n", + "plt.legend(loc=2, bbox_to_anchor=[1,1])\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'user_ping_volume.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "f50dd996-1817-448d-bfe4-87015beac628", + "metadata": {}, + "source": [ + "### Select valid users\n", + "Another important task is to check the representativeness of users.\n", + "As we might have users that features too few pings (or that are seen only for one-two days), we want to focus the analysis on the users featuring a rich statistics.\n", + "\n", + "To this end, we first compute the users' stats using `mk.stats.userStats`. The latter computes, for each user:\n", + "- his number of raw pings;\n", + "- the number of spanned days (i.e., the number of days between their first and last appearance of the user in the dataset);\n", + "- the number of active days (i.e., the number of different days that the user has been active).\n", + "\n", + "To visualize the impact of the threshold we apply on these counters, we can use the `mk.stats.plotUsersHist` function, that plots for us a nive 2d-histogram outlining the distribution of the users' number of pings, days, etc, plus the counters of users in the upper-left (ul) part of the histgram and so on." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1218b7ac-64c1-407b-b847-345c5d2c3d6a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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uidmin_daymax_daypingsdaysActivedaysSpannedpingsPerDayavg
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [uid, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg]\n", + "Index: []" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_users_stats = os.path.join(OUT_DIR, 'users_stats.pkl')\n", + "if recomputeAll and os.path.exists(path_users_stats):\n", + " os.remove(path_users_stats)\n", + "if not os.path.exists(path_users_stats):\n", + " users_stats_df = mk.stats.userStats(df_pings).compute()\n", + " pd.to_pickle(users_stats_df, path_users_stats)\n", + "users_stats_df = pd.read_pickle(path_users_stats)\n", + "users_stats_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "185e4f4c-b922-40bf-8996-794c30672fb2", + "metadata": {}, + "outputs": [], + "source": [ + "# Select the threshold of minimum pings and active days for a user to be kept\n", + "min_user_pings = 100\n", + "min_user_days = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "1e2cac2c-bde1-4164-83e1-75640e59119d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "mk.stats.plotUsersHist(users_stats_df,\n", + " min_pings=min_user_pings,\n", + " min_days=min_user_days)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'user_2dhist.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "7b15a801-3818-4292-a386-a43eb065972e", + "metadata": {}, + "outputs": [], + "source": [ + "valid_users = list(users_stats_df.query(\"daysActive >= @min_user_days & pings > @min_user_pings\")[\"uid\"])\n", + "df_pings_filtered = mk.stats.filterUsersFromSet(df_pings,\n", + " users_set=valid_users)" + ] + }, + { + "cell_type": "markdown", + "id": "bcdc3933-dd7b-4448-abe3-064c85aed674", + "metadata": {}, + "source": [ + "## Compute the needed tables\n", + "\n", + "We will first compute all the event tables needed. These are:\n", + "- the `stops_df_tessellated` where we transform raw pings in users' stops (i.e., stays of users long at least x minutes and localized in space);\n", + " these stops also feature a duration, that is, an initial and final datetime. Also, each stop is assigned to a grid cell by looking at its mean point. To find the stops we leverage the traditional method of:\n", + " > [Hariharan, R. & Toyama, K. Project Lachesis: Parsing and Modeling Location Histories.](https://doi.org/10.1007/978-3-540-30231-5_8),\n", + " > in Geographic Information Science 106–124 (Springer Berlin Heidelberg, 2004),\n", + " \n", + " that is, we look for groups of pings close enough in space for at least a given duration to be labelled as stops.\n", + " `mobilkit` leverages on the stop-detection implementation of `scikit-mobility` under the hood, conveniently parallelizing the per-user stop-detection work.\n", + "- the `exploded_stops_df` contains the same information but each stop is replicated once for every hour that it touches. For instance, a stop starting\n", + " at 09:12 and ending at 11:06 will be replicated at 09:12, 10:12, 11:12, so that we have an idea of the users and number of stops found in each area at each moment of the day.\n", + "- then we compute the user locations, i.e., we group the stops close enough in meaningful locations. These will be encoded in the `users_stop_locs_df`\n", + " that contains and additonal column `loc_ID` telling the location id of the stop and the `lat_medoid,lng_medoid` columns, containing the latitude and\n", + " longitude of the medoid (i.e., the real stop point that minimizes the sum of distances to the other stops of the group).\n", + " Again, in the default implementation we use the DBSCAN method as suggested in the *Project Lachesis*. An alternative solution is to use the `infostop` method as described in:\n", + " > Aslak, U. & Alessandretti, L. Infostop: Scalable stop-location detection in multi-user mobility data. (2020).\n", + " > [arXiv 2003.14370](https://arxiv.org/pdf/2003.14370.pdf).\n", + "- the `user_locs_stats_hw_separated` will contain the home and work hours stats of each location, such as the number of hours that the user spent there,\n", + " how many times we have seen him at the location for each single hour in the night and day hour ranges.\n", + " Also, the fraction of day/night hours during which the location was the most visited (both in terms of stop duration and count) are reported.\n", + " The procedure is as found in \n", + "> Lenormand, M., Louail, T., Barthelemy, M. & Ramasco, J. J. Is spatial information in ICT data reliable?\n", + "> [arXiv 1609.03375](http://arxiv.org/abs/1609.03375) (2016).\n", + "- the `df_hw_locs_pd` table is a compressed, wide format table reporting, for each user, its home and work location stats and coordinates. It will be\n", + " used in the following to compute the spatial and per-user statistics.\n", + "\n", + "### Compute stops and locations\n", + "\n", + "The whole procedure to pass from users' pings to stops and locations is represented below (data from the Microsoft's GeoLife dataset). \n", + "\n", + "![Figure describing the procedure to extract stops and locations from raw pings. Data from a single user of the GeoLife Microsoft Dataset.](figures/pings_stops_locs.png \"Figure describing the procedure to extract stops and locations from raw pings. Data from a single user of the GeoLife Microsoft Dataset.\").\n", + "\n", + "**A** We start with the user pings color-coded with their original time (from blue, eldest, to yellow, most recent).\n", + "\n", + "**B** Stops (coloured big circles) are found when some pings are close enough in space (within 200 meters one to the others in our case) for at least a minimum duration of time (10 minutes in this example). Also in this case the time sptamp of the stops is color-coded to show that the user is coming back multiple times in different moments in one venue.\n", + "\n", + "**C** The stops falling close enough (within 100 meters one to the other in this example) are then linked and clusters of stops are found using the DBSCAN algorithm. These groups of stops represent the venues (or typical locations) of the user.\n", + "\n", + "**D** Finally, each location is mapped to its centroid (the black-bordered dots), i.e., the points that minimizes the distance with respect to all the other points of the cluster of stops.\n", + "\n", + "### Compute stops\n", + "\n", + "Here we start by computing the stops of the users and assigning them to a cell grid (tessellation).\n", + "\n", + "We compute the stays using the `custom_stay_locations_kwds` argument.\n", + "\n", + "```\n", + "custom_stay_locations_kwds = {\n", + " 'minutes_for_a_stop': 10.0,\n", + " 'spatial_radius_km': 0.2,\n", + " 'no_data_for_minutes': 600\n", + "}\n", + "```\n", + "\n", + "In particular, we use the Project Lachesis method defined in\n", + "> Hariharan, R. & Toyama, K. Project Lachesis: Parsing and Modeling Location Histories.\n", + "> [In Geographic Information Science 106–124](https://doi.org/10.1007/978-3-540-30231-5_8) (Springer Berlin Heidelberg, 2004).\n", + "\n", + "to extract the stops from the sequence of positions of the users. Specifically we define a stop when a user stays for at least 10 minutes in a radius of up to 200 meters. Moreover, we allow the data to have hole of up to 10 hours (meaning that if a user is seen at a location, no data are present during the next 10 hours max and then the user is still seen at the location we count the stop to be a valid one).\n", + "\n", + "We also pass the reference to the shapefile to tessellate the stops location, i.e., assign each stop's centroid to a cell of the grid.\n", + "\n", + "The resulting dataframe reports, for each stop, the latitude and longitude of the stop centroid, the start and end time of the stay and the user id plus the corresponding tile id." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "32bec706-0c00-48ed-96fa-5c60f2e2d796", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/enrico/.local/share/virtualenvs/jupyter-EWzvnNR1/lib/python3.8/site-packages/geopandas/array.py:275: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + " return GeometryArray(vectorized.points_from_xy(x, y, z), crs=crs)\n" + ] + }, + { + "data": { + "text/html": [ + "
Dask DataFrame Structure:
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latlnguiddatetimeleaving_datetimedurationtile_ID
npartitions=310
float64float64objectdatetime64[ns]datetime64[ns]float64int64
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Dask Name: getitem, 27855 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " lat lng uid datetime leaving_datetime duration tile_ID\n", + "npartitions=310 \n", + " float64 float64 object datetime64[ns] datetime64[ns] float64 int64\n", + " ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ...\n", + "Dask Name: getitem, 27855 tasks" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stops_df_tessellated = mk.spatial.findStops(df_pings_filtered,\n", + " tesselation_shp=aoi_grid_file,\n", + " filterAreas=True,\n", + " stay_locations_kwds=custom_stay_locations_kwds,\n", + " )\n", + "stops_df_tessellated" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "33f3b375-1434-46db-aad0-fd81ae26c8bb", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Code to save the dataframe to disk\n", + "path_stops_tessellated = os.path.join(OUT_DIR, 'dataHFLB_stops_tessellated_parquet')\n", + "if recomputeAll and os.path.exists(path_stops_tessellated):\n", + " rmtree(path_stops_tessellated)\n", + "if not os.path.exists(path_stops_tessellated):\n", + " stops_df_tessellated['day'] = stops_df_tessellated[dttColName].dt.floor('1d').dt.strftime('%Y%m%d')\n", + " stops_df_tessellated.to_parquet(path_stops_tessellated,\n", + " compression='gzip',\n", + " write_index=False,\n", + " partition_on='day',\n", + " overwrite=True)\n", + "stops_df_tessellated = dd.read_parquet(path_stops_tessellated)" + ] + }, + { + "cell_type": "markdown", + "id": "74430abe-203e-4e5c-b5b6-4e132d64c6ad", + "metadata": {}, + "source": [ + "### Explode the stops\n", + "\n", + "Some functions of `mobilkit` require a single ping (or stop) to be repeated multiple times at a given frequency, for instance to compute the visit profiles of areas.\n", + "\n", + "Here we expand the stops falling in more than one hour to be repeated, i.e., the **exploded** stops.\n", + "This means that each stop instead of reporting the start and end time is duplicated once for every given interval the stop touches (in this case every hour).\n", + "\n", + "This view is useful if we want to quickly compute the number of users found in a given area at a given hour." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "9c3c669c-e29c-4b9a-af89-bedc12c778c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Dask DataFrame Structure:
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latlnguiddatetimedurationtile_IDdaystops
npartitions=9610
float64float64objectdatetime64[ns]float64int64category[known]object
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Dask Name: _expand_stops_partition, 19220 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " lat lng uid datetime duration tile_ID day stops\n", + "npartitions=9610 \n", + " float64 float64 object datetime64[ns] float64 int64 category[known] object\n", + " ... ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ...\n", + "Dask Name: expand_stops_partition, 19220 tasks" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "exploded_stops_df = mk.spatial.expandStops(stops_df_tessellated,\n", + " freq='1h',\n", + " explode_stop=True)\n", + "exploded_stops_df" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "cab559ae-aabf-4b06-af48-e6eaa8e43b8c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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latlnguiddatetimedurationtile_IDstopsday
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [lat, lng, uid, datetime, duration, tile_ID, stops, day]\n", + "Index: []" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_stops_exploded_tessellated = os.path.join(OUT_DIR, 'dataHFLB_stops_tessellated_exploded_parquet')\n", + "if recomputeAll and os.path.exists(path_stops_exploded_tessellated):\n", + " rmtree(path_stops_exploded_tessellated)\n", + "if not os.path.exists(path_stops_exploded_tessellated):\n", + " exploded_stops_df['day'] = exploded_stops_df[dttColName].dt.floor('1d').dt.strftime('%Y%m%d')\n", + " exploded_stops_df.to_parquet(path_stops_exploded_tessellated,\n", + " compression='gzip',\n", + " write_index=False,\n", + " partition_on='day',\n", + " overwrite=True)\n", + "exploded_stops_df = dd.read_parquet(path_stops_exploded_tessellated)\n", + "exploded_stops_df = exploded_stops_df.repartition(npartitions=200)\n", + "exploded_stops_df.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "2cda7cb4-aad7-4d6c-a254-7ee8b656b594", + "metadata": {}, + "source": [ + "### Compute the users' locations\n", + "To detect the home and workplace of the users, we group their stops in meaningful locations.\n", + "\n", + "Locations are clusters of stops (or stays) that are close enough to supposedly belong to one venue of the user. Home and work are the two most important ones but other locations can be found in a user's mobility diary.\n", + "\n", + "`mobilkit` offers two ways to find locations:\n", + "- using a `dbscan` unsupervised clustering algorithm, as in the Lachesis project;\n", + "- using the `infostop` package, that groups the stops of a user by linking them in a weighted network.\n", + "> Aslak, U. & Alessandretti, L. Infostop: Scalable stop-location detection in multi-user mobility data. [arXiv 2003.14370](https://arxiv.org/abs/2003.14370) (2020).\n", + "\n", + "In the following we use the `dbscan` approach, where we link stops distant up to 100 meters and using clusters with a n=1 core.\n", + "\n", + "The result is a dataframe reporting the latitude and longitude of the medoid of the locations of each user, plus a unique identifier of each location-user couple." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "f92079e7-abe2-44fd-80b3-93cf01ddc879", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Dask DataFrame Structure:
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indexlatlnguiddatetimeleaving_datetimedurationtile_IDdayloc_IDlng_medoidlat_medoid
npartitions=200
int64float64float64objectdatetime64[ns]datetime64[ns]float64int64category[known]int64float64float64
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Dask Name: reset_index, 18685 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " index lat lng uid datetime leaving_datetime duration tile_ID day loc_ID lng_medoid lat_medoid\n", + "npartitions=200 \n", + " int64 float64 float64 object datetime64[ns] datetime64[ns] float64 int64 category[known] int64 float64 float64\n", + " ... ... ... ... ... ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ... ... ... ...\n", + "Dask Name: reset_index, 18685 tasks" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "users_stop_locs_df = mk.spatial.computeUsersLocations(\n", + " stops_df_tessellated.repartition(npartitions=200),\n", + " method='dbscan',\n", + " link_dist=100,\n", + " min_stops_count=1,\n", + " return_locations=False)\n", + "users_stop_locs_df" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "e45170b6-7e06-438d-aeea-d3edb588c20a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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indexlatlnguiddatetimeleaving_datetimedurationtile_IDloc_IDlng_medoidlat_medoidday
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [index, lat, lng, uid, datetime, leaving_datetime, duration, tile_ID, loc_ID, lng_medoid, lat_medoid, day]\n", + "Index: []" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_users_stop_locs = os.path.join(OUT_DIR, 'users_stop_locs_df')\n", + "if recomputeAll and os.path.exists(path_users_stop_locs):\n", + " rmtree(path_users_stop_locs)\n", + " \n", + "if not os.path.exists(path_users_stop_locs):\n", + " users_stop_locs_df['day'] = users_stop_locs_df[dttColName].dt.floor('1d').dt.strftime('%Y%m%d')\n", + " users_stop_locs_df.to_parquet(path_users_stop_locs,\n", + " compression='gzip',\n", + " write_index=False,\n", + " partition_on='day',\n", + " overwrite=True)\n", + "users_stop_locs_df = dd.read_parquet(path_users_stop_locs).repartition(npartitions=200)\n", + "users_stop_locs_df.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "5f607b79-4b3b-4eae-9b4d-c607b9219de3", + "metadata": {}, + "source": [ + "### Compute statistics on the users' locations\n", + "\n", + "We compute the number of times a user visits each location, how long it stays there and for how many home- and work-time hours we observe him at the location.\n", + "\n", + "Following *Lenormand, et al.*, we then check how the number of users with a valid home or work location changes when we raise the minimum statistical requirements (i.e., number of hours passed at home, number of active days, etc.).\n", + "\n", + "We also compute the $\\delta_h$ fraction of home- and work-hours for which the single location is the most visited one." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "528f2b39-0056-4674-b1c3-1559aeb0e40c", + "metadata": {}, + "outputs": [], + "source": [ + "user_locs_stats_hw_separated = mk.stats.stopsToHomeWorkStats(users_stop_locs_df,\n", + " force_different=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "f23f5425-5c2f-4e3e-b6bb-3c7d28f4116b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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uidloc_IDlat_medoidlng_medoidhome_day_counthome_hour_counthome_per_hour_counthome_per_hour_durationwork_day_countwork_hour_count...frac_home_countfrac_work_countfrac_home_durationfrac_work_durationhome_delta_countwork_delta_counthome_delta_durationwork_delta_durationisHomeisWork
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0 rows × 34 columns

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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [uid, loc_ID, lat_medoid, lng_medoid, home_day_count, home_hour_count, home_per_hour_count, home_per_hour_duration, work_day_count, work_hour_count, work_per_hour_count, work_per_hour_duration, home_count, work_count, home_duration, work_duration, tot_seen_home_hours, tot_seen_home_days, tot_seen_work_hours, tot_seen_work_days, tot_seen_hours, tot_seen_days, tot_stop_count, tot_stop_time, frac_home_count, frac_work_count, frac_home_duration, frac_work_duration, home_delta_count, work_delta_count, home_delta_duration, work_delta_duration, isHome, isWork]\n", + "Index: []\n", + "\n", + "[0 rows x 34 columns]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_user_locs_stats_hw_separated = os.path.join(OUT_DIR, 'user_locs_stats_hw_separated.pkl')\n", + "if recomputeAll and os.path.exists(path_user_locs_stats_hw_separated):\n", + " os.remove(path_user_locs_stats_hw_separated)\n", + "if not os.path.exists(path_user_locs_stats_hw_separated):\n", + " user_locs_stats_hw_separated = user_locs_stats_hw_separated.compute()\n", + " pd.to_pickle(user_locs_stats_hw_separated, path_user_locs_stats_hw_separated)\n", + "user_locs_stats_hw_separated = pd.read_pickle(path_user_locs_stats_hw_separated)\n", + "user_locs_stats_hw_separated.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "9a09bf59-b65a-4ebc-bb40-26f55491c516", + "metadata": {}, + "source": [ + "### Plot survival users\n", + "\n", + "Here we check how many users feature a sufficient number of hours spent at home (work) during nighttime (daytime) and how many users feature a sufficient $\\delta_h$ fraction of night (day) hours when the home (work) location happens to be the most visited one.\n", + "\n", + "We check for different number of hours, days and delta the fraction of users surviving w.r.t. the total number when no filtering is applied.\n", + "\n", + "We plot the number of users that we find in the dataset with at least two active days per home and work location, varying the minimum number of hours that we want to observe the user there (color of the line, see legend for the values) and varying the $\\delta_h$ fraction of day/night hours when a location is the most visited one to be considered a valid work/home location." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "4baeb5f0-2cfa-4651-9b60-66de265cbf69", + "metadata": {}, + "outputs": [], + "source": [ + "n_days = list(range(2,15,2))\n", + "n_hours = list(range(5,26,5))\n", + "min_delta = list(np.arange(0, 1.,.1))" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "2fd34f84-a985-42ca-8a4b-cf71a589cea6", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_durationn_daysn_hoursdelta_countdelta_durationn_userswith_home_userswith_work_usershome_work_same_area_usershome_work_same_area_users_frac
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_duration, n_days, n_hours, delta_count, delta_duration, n_users, with_home_users, with_work_users, home_work_same_area_users, home_work_same_area_users_frac]\n", + "Index: []" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_out_df_hw_locs = os.path.join(OUT_DIR, 'out_df_hw_locs.pkl')\n", + "path_df_cnt_hw_locs = os.path.join(OUT_DIR, 'out_df_cnt_hw_locs.pkl')\n", + "if recomputeAll and os.path.exists(path_out_df_hw_locs):\n", + " os.remove(path_out_df_hw_locs)\n", + "if recomputeAll and os.path.exists(path_df_cnt_hw_locs):\n", + " os.remove(path_df_cnt_hw_locs)\n", + " \n", + "if (not os.path.exists(path_out_df_hw_locs)) or (not os.path.exists(path_df_cnt_hw_locs)):\n", + " out_df_hw_locs, df_cnt_hw_locs = mk.stats.computeHomeWorkSurvival(user_locs_stats_hw_separated,\n", + " min_day_counts=n_days,\n", + " min_hour_counts=n_hours,\n", + " min_delta_durations=min_delta,\n", + " limit_hw_locs=True,\n", + " loc_col=locColName,\n", + " )\n", + " pd.to_pickle(out_df_hw_locs, path_out_df_hw_locs)\n", + " pd.to_pickle(df_cnt_hw_locs, path_df_cnt_hw_locs)\n", + " \n", + "out_df_hw_locs = pd.read_pickle(path_out_df_hw_locs)\n", + "df_cnt_hw_locs = pd.read_pickle(path_df_cnt_hw_locs)\n", + " \n", + "df_cnt_hw_locs.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "77ec5992-d75b-45e5-b576-41a0dd88a595", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Number of users')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(6,4))\n", + "sns.lineplot(x='delta_duration', y='n_users',\n", + " data=df_cnt_hw_locs.query('n_days == 2'),\n", + " hue='n_hours'\n", + " )\n", + "plt.legend(loc=2, bbox_to_anchor=[1,1])\n", + "plt.xlabel(r\"$\\delta_h$\")\n", + "plt.ylabel(\"Number of users\")" + ] + }, + { + "cell_type": "markdown", + "id": "72c1fb2d-4e18-4dd1-ba04-9b49666364cd", + "metadata": {}, + "source": [ + "### Convert the home work locations from long to wide format" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "73c2271a-d6a4-4979-86bd-b123e9cda583", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pings
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings]\n", + "Index: []" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_df_hw_locs_pd = os.path.join(OUT_DIR, 'df_hw_locs_pd.pkl')\n", + "if recomputeAll and os.path.exists(path_df_hw_locs_pd):\n", + " os.remove(path_df_hw_locs_pd)\n", + " \n", + "if not os.path.exists(path_df_hw_locs_pd):\n", + " df_hw_locs_pd = mk.stats.compressLocsStats2hwTable(user_locs_stats_hw_separated)\n", + " pd.to_pickle(df_hw_locs_pd, path_df_hw_locs_pd)\n", + " \n", + "df_hw_locs_pd = pd.read_pickle(path_df_hw_locs_pd)\n", + "df_hw_locs_pd.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "e9cf9999-df38-444d-bfdd-74db530f207b", + "metadata": {}, + "source": [ + "### Limit the analysis to users with sufficient home/work stats" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "90959e17-08e5-4ae0-a891-a120fb8098d4", + "metadata": {}, + "outputs": [], + "source": [ + "min_pings_home_work = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "fca0d3dc-4c44-47de-b488-632885fe5dbf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We start with 187710 users...\n", + "... and we end with 91790 users.\n" + ] + } + ], + "source": [ + "print(\"We start with\", df_hw_locs_pd.shape[0], \"users...\")\n", + "clean_df_hw_locs_pd = df_hw_locs_pd.query('home_pings >= @min_pings_home_work & work_pings >= @min_pings_home_work').copy(deep=True)\n", + "good_users_hw = clean_df_hw_locs_pd.index\n", + "print(\"... and we end with\", clean_df_hw_locs_pd.shape[0], \"users.\")" + ] + }, + { + "cell_type": "markdown", + "id": "f2a8746f-9a55-4dc7-9777-bc5c04a61b98", + "metadata": {}, + "source": [ + "## Spatial and travel indicators\n", + "\n", + "Now we start computing some indicators both for each area and for the single users:\n", + "- for the area-based stats, in order to lower noise we will buffer the users home location of `homeWorkBufferMeters` meters and assign the user stat to\n", + " all the cell grids touched by the buffer. Then we compute the min,max,mean,std,count stats for all the users assigned to an area.\n", + "- for the user-based stats, we keep growing a `user_stats_table_df` which initially is a merge of the total per-user pings/days tables and his home/work stats.\n", + " Then we will later add the stats on home/work travel time, radius of gyration etc.\n", + "\n", + "### Spatial distribution of users\n", + "Later we will compute the zonal statistics of urban spatial structure by looking at the typical travel/commuting features of the users residing in a given area.\n", + "To this end, we compute once for all:\n", + "- the users found residing in each area.\n", + "- the distance of each user's home from the CBD closest to its workplace location. This allows us to check the functioning of the selected indicators on the distance from BD canceling out the policentric nature of a city.\n", + " To do so, we pass the `multiple_cbd_latlon` array to the `mk.spatial.user_dist_cbds` that computes the distance of the user's workplace w.r.t. each and every BD of the policentric city. Then, the function saves in the `closest_cbd_dist` column the user's home euclidean distance from the reference BD." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "23882209-9582-44f0-b58a-158a65dd16bf", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/enrico/.local/share/virtualenvs/jupyter-EWzvnNR1/lib/python3.8/site-packages/geopandas/array.py:275: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + " return GeometryArray(vectorized.points_from_xy(x, y, z), crs=crs)\n" + ] + } + ], + "source": [ + "users_buffered_per_area = mk.stats.computeBufferStat(\n", + " gdf_stat=clean_df_hw_locs_pd.reset_index()[['lat_home','lng_home', uidColName]],\n", + " gdf_grid=gdf_aoi_grid,\n", + " column=uidColName,\n", + " aggregation=set,\n", + " lat_name='lat_home',\n", + " lon_name='lng_home',\n", + " local_EPSG=local_EPSG,\n", + " buffer=500)\n", + "\n", + "# Normalize the number of users found to live in each area\n", + "users_buffered_per_area['nUsers'] = users_buffered_per_area[uidColName].apply(len)\n", + "users_buffered_per_area['nUsers'] /= users_buffered_per_area['nUsers'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "fa0a4d3d-6a4f-4370-acff-e9088968948a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idxclosest_cbd_dist
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist]\n", + "Index: []" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# I also compute the distance from the different BDs of each valide user's home.\n", + "clean_df_hw_locs_pd = mk.spatial.user_dist_cbds(clean_df_hw_locs_pd, multiple_cbd_latlon)\n", + "clean_df_hw_locs_pd.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "85eb06c5-1b7e-4e52-a48a-89e7a17e4577", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idxclosest_cbd_distmin_daymax_daypingsdaysActivedaysSpannedpingsPerDayavg
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg]\n", + "Index: []" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_stats_table_df = clean_df_hw_locs_pd.join(\n", + " users_stats_df.set_index(uidColName),\n", + " how='inner')\n", + "user_stats_table_df.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "8e810b11-58d0-46f3-bb88-0433ed9e3dc1", + "metadata": {}, + "source": [ + "### Daily total traveled distance\n", + "\n", + "We compute the per-user-day total travel distance.\n", + "\n", + "Here we use the pings as they contain all the trajectories of the users, so we do not limit the user's trips to the as crows fly distance between their stops locations but we include the actual path.\n", + "\n", + "We also compute the daily ROG computed on the positions of the user for a particular day." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "6994079b-c337-4685-8670-6fcb6e881aa6", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ttdrognPings
uidtBin
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [ttd, rog, nPings]\n", + "Index: []" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_TTD_user_day = os.path.join(OUT_DIR, 'TTD_user_day.pkl')\n", + "if recomputeAll and os.path.exists(path_TTD_user_day):\n", + " os.remove(path_TTD_user_day)\n", + "if not os.path.exists(path_TTD_user_day):\n", + " result_ttd = mk.spatial.totalUserTravelDistance(df_pings_filtered,\n", + " doROG=True,\n", + " freq='1d').compute()\n", + " pd.to_pickle(result_ttd, path_TTD_user_day)\n", + "result_ttd = pd.read_pickle(path_TTD_user_day)\n", + "result_ttd.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "641f9d7c-43d4-48fb-b5f9-6822d704d452", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idxclosest_cbd_distmin_daymax_daypingsdaysActivedaysSpannedpingsPerDayavgttdrog
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg, ttd, rog]\n", + "Index: []" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Merge the average daily rog and ttd keeping the days with a minimum of pings\n", + "user_stats_table_df = user_stats_table_df.join(\n", + " result_ttd.query('nPings>5').groupby(level=0)[['ttd','rog']].agg('mean'),\n", + " how='left',\n", + ")\n", + "user_stats_table_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "d69590eb-2942-4eff-9ce1-d0e221201b00", + "metadata": {}, + "outputs": [], + "source": [ + "perAreaDailyTTD = mk.stats.userBasedBufferedStat(result_ttd, users_buffered_per_area,\n", + " stat_col='ttd')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "e243627d-e23d-4dd3-9f89-424de7a5889d", + "metadata": {}, + "outputs": [], + "source": [ + "perAreaDailyROG = mk.stats.userBasedBufferedStat(result_ttd, users_buffered_per_area,\n", + " stat_col='rog')" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "54328b4f-d37e-4135-a1dd-82872087b627", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ttd_minttd_maxttd_meanttd_stdttd_count
tile_ID
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [ttd_min, ttd_max, ttd_mean, ttd_std, ttd_count]\n", + "Index: []" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perAreaDailyTTD.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "b8f961e1-4b21-455c-a19d-eba9ddb5b6a8", + "metadata": {}, + "source": [ + "### Radius of Gyration\n", + "\n", + "We compute the per-user ROG w.r.t. his home and his mean position for the whole duration of the data.\n", + "\n", + "In this case this will be a monthly ROG for the users. Below we will show how to compute the daily ROG." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "d54d39a5-f705-4bab-a19b-c4c9fb3fb5fd", + "metadata": {}, + "outputs": [], + "source": [ + "rogs_user_pd = mk.spatial.compute_ROG(\n", + " exploded_stops_df,\n", + " which='both',\n", + " df_hw_locs=df_hw_locs_pd)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "1fd5840c-e5d8-470b-bb75-986d68b78b33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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n_pingsrog_homecom_home_latcom_home_lngrog_totalcom_total_latcom_total_lng
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [n_pings, rog_home, com_home_lat, com_home_lng, rog_total, com_total_lat, com_total_lng]\n", + "Index: []" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path_users_rog = os.path.join(OUT_DIR, 'user_rog.pkl')\n", + "if recomputeAll and os.path.exists(path_users_rog):\n", + " os.remove(path_users_rog)\n", + "if not os.path.exists(path_users_rog):\n", + " rogs_user_pd = rogs_user_pd.compute()\n", + " rogs_user_pd.to_pickle(path_users_rog)\n", + "rogs_user_pd = pd.read_pickle(path_users_rog)\n", + "rogs_user_pd.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "3db16a24-0d7e-466b-b8e2-736f2c116c87", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idx...avgttdrogn_pingsrog_homecom_home_latcom_home_lngrog_totalcom_total_latcom_total_lng
uid
\n", + "

0 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg, ttd, rog, n_pings, rog_home, com_home_lat, com_home_lng, rog_total, com_total_lat, com_total_lng]\n", + "Index: []\n", + "\n", + "[0 rows x 27 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Merge the average rog w.r.t. home and c.o.m.\n", + "user_stats_table_df = user_stats_table_df.join(rogs_user_pd.query('n_pings > 5'),\n", + " how='left')\n", + "user_stats_table_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "aed7eef2-8ee5-4aa1-9d81-8acd2241c2e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$P(r)$')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rogs_user_pd[['rog_home']].hist()\n", + "plt.xlabel(r'rog [km] - $r$')\n", + "plt.ylabel(r'$P(r)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "043262f3-5f83-4fe1-8941-5cc1f02c3fc5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rogs_user_pd.plot('rog_total', 'rog_home',\n", + " alpha=.04, kind='scatter')" + ] + }, + { + "cell_type": "markdown", + "id": "38aeb2cb-383a-4c8d-aa22-530e2e191931", + "metadata": {}, + "source": [ + "### Number of houses/offices\n", + "\n", + "We:\n", + "- project the user home/work locations to the local projection given by `local_EPSG`;\n", + "- buffer their location by `homeWorkBufferMeters` meters to simulate a kernel density (with flat kernel over a circle);\n", + "- count the number of offices and homes found in each cell and compute their absolute ratio;\n", + "\n", + "**NOTE**\n", + ">When determining the home location of a user, please consider that some data providers, like Cuebiq, obfuscate/obscure/alter the coordinates of the points falling near the user’s home location in order to preserve privacy.\n", + ">\n", + ">This means that you cannot locate the precise home of a user with a spatial resolution higher than the one used to obfuscate these data. If you are interested in the census area (or geohash) of the user’s home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to the one used to obfuscate the data, then this is of no concern.\n", + ">\n", + ">However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user’s home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "822fd6b2-9d93-45f4-967e-e56e615b3822", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/enrico/.local/share/virtualenvs/jupyter-EWzvnNR1/lib/python3.8/site-packages/geopandas/array.py:275: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + " return GeometryArray(vectorized.points_from_xy(x, y, z), crs=crs)\n" + ] + } + ], + "source": [ + "home_counts = mk.stats.computeBufferStat(\n", + " gdf_stat=clean_df_hw_locs_pd.reset_index()\n", + " [['lat_home','lng_home', uidColName]],\n", + " gdf_grid=gdf_aoi_grid,\n", + " column=uidColName,\n", + " aggregation='nunique',\n", + " lat_name='lat_home',\n", + " lon_name='lng_home',\n", + " local_EPSG=local_EPSG,\n", + " buffer=500)\n", + "home_counts = home_counts.rename(columns={uidColName: 'n_homes'})['n_homes'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "fbcddbef-7976-4a2d-98f5-d500eb8c01df", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/enrico/.local/share/virtualenvs/jupyter-EWzvnNR1/lib/python3.8/site-packages/geopandas/array.py:275: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + " return GeometryArray(vectorized.points_from_xy(x, y, z), crs=crs)\n" + ] + } + ], + "source": [ + "work_counts = mk.stats.computeBufferStat(\n", + " gdf_stat=clean_df_hw_locs_pd.reset_index()\n", + " [['lat_work','lng_work', uidColName]],\n", + " gdf_grid=gdf_aoi_grid,\n", + " column=uidColName,\n", + " aggregation='nunique',\n", + " lat_name='lat_work',\n", + " lon_name='lng_work',\n", + " local_EPSG=local_EPSG,\n", + " buffer=500)\n", + "work_counts = work_counts.rename(columns={uidColName: 'n_works'})['n_works'].to_dict()" + ] + }, + { + "cell_type": "markdown", + "id": "d4c2e427-bcf6-4f9a-8f5a-5c2e22b473f7", + "metadata": {}, + "source": [ + "### Length and duration of commute\n", + "\n", + "We want to compute the time of commuting starting from the original stops (the ones with the leaving datetime).\n", + "\n", + "For each user we compute:\n", + "- the straight line distance between home and work location;\n", + "- the distance based on the actual time from departing home arriving in work cell and viceversa;\n", + "- the \"traffic-free\" solution based on a osrm backend telling the travel time by car on the OSM street graph.\n", + "\n", + "In order to have a running osrm-backend server you can use `docker` (see [here](https://github.com/Project-OSRM/osrm-backend) for details):\n", + "\n", + "```\n", + "wget http://download.geofabrik.de/europe/germany/berlin-latest.osm.pbf\n", + "osrm-extract -p your_profile berlin.osm.pbf\n", + "osrm-partition berlin.osrm\n", + "osrm-customize berlin.osrm\n", + "sudo docker run -t -i -p 5000:5000 -v \"${PWD}:/data\" osrm/osrm-backend osrm-routed --algorithm=MLD /data/berlin-latest.osrm\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "00bb51f2-5df7-4151-9865-605b41a34639", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pings
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idxclosest_cbd_disthome_work_straight_disthome_work_osrm_timehome_work_osrm_distwork_home_osrm_timework_home_osrm_dist
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, home_work_straight_dist, home_work_osrm_time, home_work_osrm_dist, work_home_osrm_time, work_home_osrm_dist]\n", + "Index: []" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clean_df_hw_locs_pd.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "21c21c98-7e10-4abc-a99e-ba3ef5b0706b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "clean_df_hw_locs_pd['home_work_straight_dist'].hist(bins=np.logspace(-2,2,30), density=True)\n", + "(clean_df_hw_locs_pd['home_work_osrm_dist']/1000).hist(bins=np.logspace(-2,2,30), density=True,\n", + " histtype='step', color='C1')\n", + "(clean_df_hw_locs_pd['work_home_osrm_dist']/1000).hist(bins=np.logspace(-2,2,30), density=True,\n", + " histtype='step', color='C2')\n", + "plt.loglog();" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "18e3830e-40ae-4d75-9e3b-e5880ddbbf7e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(clean_df_hw_locs_pd['home_work_osrm_time']/3600).hist(bins=np.logspace(-2,1,30), density=True)\n", + "(clean_df_hw_locs_pd['work_home_osrm_time']/3600).hist(bins=np.logspace(-2,1,30), density=True,\n", + " histtype='step', color='C1')\n", + "plt.loglog();" + ] + }, + { + "cell_type": "markdown", + "id": "19cfe2cc-fc8d-4dec-b882-9512cecae3b5", + "metadata": {}, + "source": [ + "### Real commuting duration\n", + "These are instead the real time from home to work (or the other way around).\n", + "\n", + "These are computed by looking at the time-ordered sequence of the stops of the user, looking at all the time when the user was at home and then at work within a given time window." + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "c9c84198-912c-4240-93a8-873d661aac61", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Dask Name: _per_user_real_home_work_times, 16676 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " time_trips_hw speed_trips_hw time_trips_wh speed_trips_wh home_work_straight_dist home_work_osrm_time work_home_osrm_time home_work_osrm_dist work_home_osrm_dist\n", + "npartitions=200 \n", + " object object object object float64 float64 float64 float64 float64\n", + " ... ... ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ...\n", + "Dask Name: per_user_real_home_work_times, 16676 tasks" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_time_trips_hw = mk.stats.userRealHomeWorkTimes(df_stops=users_stop_locs_df,\n", + " home_work_locs=clean_df_hw_locs_pd,\n", + " direction='both',\n", + " location_col=locColName)\n", + "user_time_trips_hw" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "aaa452d5-11ee-4a88-9237-2f7822e4cb64", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "path_df_user_timetrips_hw = os.path.join(OUT_DIR, 'users_time_trips_home_work.pkl')\n", + "if recomputeAll and os.path.exists(path_df_user_timetrips_hw):\n", + " os.remove(path_df_user_timetrips_hw)\n", + "if not os.path.exists(path_df_user_timetrips_hw):\n", + " \n", + " user_time_trips_hw = user_time_trips_hw.compute()\n", + " \n", + " pd.to_pickle(user_time_trips_hw, path_df_user_timetrips_hw)\n", + "user_time_trips_hw = pd.read_pickle(path_df_user_timetrips_hw)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "5f68c3c3-a112-42bf-bf87-da6aea9690c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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time_trips_hwspeed_trips_hwtime_trips_whspeed_trips_whhome_work_straight_disthome_work_osrm_timework_home_osrm_timehome_work_osrm_distwork_home_osrm_dist
uid
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [time_trips_hw, speed_trips_hw, time_trips_wh, speed_trips_wh, home_work_straight_dist, home_work_osrm_time, work_home_osrm_time, home_work_osrm_dist, work_home_osrm_dist]\n", + "Index: []" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_time_trips_hw.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "75b945a9-a11c-435e-beb8-7daa025e0510", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idx...avgttdrogn_pingsrog_homecom_home_latcom_home_lngrog_totalcom_total_latcom_total_lng
uid
\n", + "

0 rows × 27 columns

\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg, ttd, rog, n_pings, rog_home, com_home_lat, com_home_lng, rog_total, com_total_lat, com_total_lng]\n", + "Index: []\n", + "\n", + "[0 rows x 27 columns]" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_stats_table_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "6a369a07-f5e7-4725-9437-ea759bfd9d1a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pingsclosest_cbd_idx...com_total_lngtime_trips_hwspeed_trips_hwtime_trips_whspeed_trips_whhome_work_straight_disthome_work_osrm_timework_home_osrm_timehome_work_osrm_distwork_home_osrm_dist
uid
\n", + "

0 rows × 36 columns

\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings, closest_cbd_idx, closest_cbd_dist, min_day, max_day, pings, daysActive, daysSpanned, pingsPerDay, avg, ttd, rog, n_pings, rog_home, com_home_lat, com_home_lng, rog_total, com_total_lat, com_total_lng, time_trips_hw, speed_trips_hw, time_trips_wh, speed_trips_wh, home_work_straight_dist, home_work_osrm_time, work_home_osrm_time, home_work_osrm_dist, work_home_osrm_dist]\n", + "Index: []\n", + "\n", + "[0 rows x 36 columns]" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Merge the new columns computed time\n", + "user_stats_table_df = user_stats_table_df.join(user_time_trips_hw, how='left')\n", + "for c in ['time_trips_hw', 'speed_trips_hw', 'time_trips_wh', 'speed_trips_wh']:\n", + " if c in user_stats_table_df.columns:\n", + " user_stats_table_df[c] = user_stats_table_df[c].apply(lambda l: None if l is None or len(l)==0 else np.mean(l))\n", + "user_stats_table_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "a21216ff-0046-42c8-ba26-0bd41d99007d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "path_df_timetrip_stats = os.path.join(OUT_DIR, 'time_trips_stats_home_work.pkl')\n", + "if recomputeAll and os.path.exists(path_df_timetrip_stats):\n", + " os.remove(path_df_timetrip_stats)\n", + "if not os.path.exists(path_df_timetrip_stats):\n", + " \n", + " time_trips_stats_df = mk.stats.computeTripTimeStats(df_trip_times=user_time_trips_hw,\n", + " df_hw_locs=clean_df_hw_locs_pd,\n", + " gdf_grid=gdf_aoi_grid,\n", + " local_EPSG=local_EPSG,\n", + " buffer_m=500)\n", + " \n", + " pd.to_pickle(time_trips_stats_df, path_df_timetrip_stats)\n", + "time_trips_stats_df = pd.read_pickle(path_df_timetrip_stats)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "e20cea20-08b0-41ce-aa7c-f9a9629c714d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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uidtime_trips_hw_mintime_trips_hw_maxtime_trips_hw_avgtime_trips_hw_stdtime_trips_wh_mintime_trips_wh_maxtime_trips_wh_avgtime_trips_wh_stdspeed_trips_hw_min...work_home_osrm_time_avgwork_home_osrm_time_stdhome_work_osrm_dist_minhome_work_osrm_dist_maxhome_work_osrm_dist_avghome_work_osrm_dist_stdwork_home_osrm_dist_minwork_home_osrm_dist_maxwork_home_osrm_dist_avgwork_home_osrm_dist_std
tile_ID
\n", + "

0 rows × 37 columns

\n", + "
" + ], + "text/plain": [ + "Empty GeoDataFrame\n", + "Columns: [uid, time_trips_hw_min, time_trips_hw_max, time_trips_hw_avg, time_trips_hw_std, time_trips_wh_min, time_trips_wh_max, time_trips_wh_avg, time_trips_wh_std, speed_trips_hw_min, speed_trips_hw_max, speed_trips_hw_avg, speed_trips_hw_std, speed_trips_wh_min, speed_trips_wh_max, speed_trips_wh_avg, speed_trips_wh_std, home_work_straight_dist_min, home_work_straight_dist_max, home_work_straight_dist_avg, home_work_straight_dist_std, home_work_osrm_time_min, home_work_osrm_time_max, home_work_osrm_time_avg, home_work_osrm_time_std, work_home_osrm_time_min, work_home_osrm_time_max, work_home_osrm_time_avg, work_home_osrm_time_std, home_work_osrm_dist_min, home_work_osrm_dist_max, home_work_osrm_dist_avg, home_work_osrm_dist_std, work_home_osrm_dist_min, work_home_osrm_dist_max, work_home_osrm_dist_avg, work_home_osrm_dist_std]\n", + "Index: []\n", + "\n", + "[0 rows x 37 columns]" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "time_trips_stats_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "6b089b41-2899-45ea-8047-249663811182", + "metadata": {}, + "outputs": [], + "source": [ + "# Compute the average time fraction\n", + "time_trips_stats_df['avg_realT_frac_osmT'] = time_trips_stats_df.apply(lambda r: \n", + " r['time_trips_hw_avg'] / max(0.1, r['home_work_osrm_time_avg']/3600.)\n", + " if not (\n", + " pd.isna(r['time_trips_hw_avg'])\n", + " or pd.isna(r['home_work_osrm_time_avg'])\n", + " ) else None, axis=1)\n", + "user_stats_table_df['avg_realT_frac_osmT'] = user_stats_table_df.apply(lambda r: \n", + " r['time_trips_hw'] / max(0.1, r['home_work_osrm_time']/3600.)\n", + " if not (\n", + " pd.isna(r['time_trips_hw'])\n", + " or pd.isna(r['home_work_osrm_time'])\n", + " ) else None, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "2293f64b-283a-47a4-b3d4-2932f813e54b", + "metadata": {}, + "outputs": [], + "source": [ + "# Compute the average distance fraction\n", + "time_trips_stats_df['avg_realD_frac_osmD'] = time_trips_stats_df.apply(lambda r: \n", + " r['home_work_straight_dist_avg'] / max(0.1, r['home_work_osrm_dist_avg']/1000.)\n", + " if not (\n", + " pd.isna(r['home_work_straight_dist_avg'])\n", + " or pd.isna(r['home_work_osrm_dist_avg'])\n", + " ) else None, axis=1)\n", + "user_stats_table_df['avg_realD_frac_osmD'] = user_stats_table_df.apply(lambda r: \n", + " r['home_work_straight_dist'] / max(0.1, r['home_work_osrm_dist']/1000.)\n", + " if not (\n", + " pd.isna(r['home_work_straight_dist'])\n", + " or pd.isna(r['home_work_osrm_dist'])\n", + " ) else None, axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "7dbb0e6d-fd51-42dc-a53f-3e1e5c061653", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "time_trips_stats_df['avg_realT_frac_osmT'].hist(bins=np.linspace(0,20,30))\n", + "plt.xlabel(r'$T_{real} / T_{OSM} = r$')\n", + "plt.ylabel(r'$P(r)$')\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'avg_realT_frac_osmT_hist.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "f681213c-c63c-40f8-b67a-ac6ad08103ec", + "metadata": {}, + "source": [ + "Also the distribution of the ratio between the as-crows-fly and the \"theoretical one\" shows that only few people have access to a nearly straight home-work commuting route." + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "d47a8af7-2636-4537-852b-c5791cbd1f88", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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mafZf1STgqmnTpjF58uSBK93A7NmzmT59+pCP62Zu89g3UHubvUNDt6jdSaLXfsbQepv7+voG3N/1ASp7gCUBqjY812iCw0Qq09Fz3v7yUZf3FRGxCFhUTZPUXE3NzKwp3TpJot66wML8/HbgRWCLagZJy5EmPcytJM8FNpS0Ul15W+XHP7a5nmZm1qSuClCS1myQth2wI3ARQEQ8CVwC7FsXePYFVgLOrKSdBSwLHFApbzzwceCaiGjYgzIzs87rtiG+0yX9DfgDaRbf24BP5+eHV/J9I+e5QtJPSeeHvgRcEBGX1DJFxPWSzgSOztc83Qt8DHgT6Y4SZjYE9eeVjtt67J1rspHTVT0o4BxgTVKwOYl0i6JfAe+IiPtrmfLsvV2A54EfAp8CfgJ8qEGZ+wHH5cfjST2q90fENR1rhZmZDaqrelARcTwpiDST92pg2ybyPQd8JW9mZlaIbutBmZlZj3CAMjOzIjlAmZlZkRygzMysSA5QZmZWJAcoMzMrkgOUmZkVyQHKzMyK5ABlZmZFcoAyM7MiOUCZmVmRHKDMzKxIDlBmZlYkBygzMyuSA5SZmRXJAcrMzIrkAGVmZkVygDIzsyJ11ZLvZmalmnzo+QAct/WS5/3pO3LXkahS13MPyszMiuQAZWZmRfIQn5kNarAhK7NOcA/KzMyK5ABlZmZFcoAyM7MiOUCZmVmRHKDMzKxIDlBmZlYkBygzMyuSA5SZmRXJAcrMzIrkAGVmZkVygDIzsyI5QJmZWZEcoMzMrEgOUGZmViQHKDMzK5IDlJmZFckLFpr1KC9CaKVzD8rMzIrkHpSZ2Qhrtvfad+SuHa5J2dyDMjOzIrkHZTbG+NySjRXuQZmZWZEcoMzMrEgOUGZmViQHKDMzK5IDlJmZFckByszMiuRp5mZdwFPHrRe5B2VmZkVyD8rMrFBD6TmPxdsiuQdlZmZFcg/KbBT53JJZ/xygzNpsoKBz3NYOSmbNcoAya5IDi9nIcoCyMcnBxHrNWFxjypMkAEnjJR0lab6kZyVdJ2nn0a6XmVkvcw8qORXYC5gJ3APsD1wg6d0Rce3oVcuq3CsyG75umrre8wFK0pbAPsAXI2JmTjsNuB04CnjX6NWuNzjwmFkjPR+ggL2BF4Cf1hIi4jlJpwDfkzQxIh4atdqNgNEKEJ7RZla2Zv8+j9u6M+/vAAVTgTsjYnFd+g2AgCnAqwKUpFWBVevyvwlg3rx5LVViwYIFTPrs/xs039WH7NRS+QN58ckFbS+zGQsWvMiLT/bWr2CvtbnX2gu92+a+vr4hH1f5vhzXaL8iovVajQGSbgcejIj31qVvDPwJOCAiTqnbdzhw2IhV0sxsbNs+Iq6uT+ytMN/YCsDzDdKfq+yvN5M0saJqOWBd4G7gpSHWYRJwFbA90FoXrPu4zWNfr7UX3OahtnkcMBG4sdFOByh4FhjfIH35yv5XiYhFwKIGx9zVSgUk1Z7Oi4i+VsroNm7z2G9zr7UX3OYW23xvfzt8HVQ6vzSxQXotbf4I1sXMzDIHKJgLbChppbr0rfLjH0e2OmZmBg5QAGcBywIH1BIkjQc+DlwTEe5BmZmNgp4/BxUR10s6Ezha0kTSeOjHSNPG9x+haiwCvk3j81pj1SLc5rFuEb3VXnCb26rnp5kDSFoeOAL4P8DrgVuBr0fEJaNaMTOzHuYAZWZmRfI5KDMzK5IDlJmZFckBqoOGs86UpHUknSFpkaSnJJ0j6c2drvNwtdpmSR+UdLqk+yT9TdKdko6R9LqRqPdwtGs9MUm/kxSSZnagmm0z3PZK+oikGyQ9I+lxSVfmVQWKNcy/5V0kXSHpMUlPSLpW0j93us7DJWmipCMlXS7p6fy7ucMQjt9I0oWSFuef888krTGUOjhAddapwBeBXwAHAS+T1pka8N6/+Zqsy0m3Dvke6b5/mwFXSHp9JyvcBqfSQpuBk4GNgJ8DXwAuyo/X5EksJTuV1tr8Ckm70j1Lu5xKi+2V9F3gZ6TlbA4izf66F1irU5Vtk1Np7W/5A8DFpBnThwH/RroV2umSPtnJCrfBBsAhpFsZ3TqUAyVNAn4PrAd8HTgW2A24WNKyTRcUEd46sAFbAgEcXElbnrQg4u8HOfarpD+AqZW0DYEXge+Mdts61OYdGqTtl8vbf7Tb1ok2V/IvR7pN1rdyWTNHu10d+hlvk3+v9xztdoxgmy8AHgTGV9LG57QrR7ttg9R9ZWD1/HyP/Bns0OSxPwIWA+tU0nbJZXyi2Tq4B9U5DdeZAk4BtsvXXA107HURcUvl2DuBS4GShwZabnNEXNEg+ez8uFEb69huw/k51xxEuinxsR2pYXsNp70HATdGxNmSlmlw95ZSDafNqwBPRMQrN6TOz5+gwX0+SxIRT0fEYy0evhdwbkQ8WCnvEtI/Yk1/hzlAdU4z60wtRdIywNuBmxrsvgFYX9KKbaxnO7XU5gHUhn0eHWa9OmlYbZa0FmnY5+sR8beO1LC9htPenYEbJX0feBJ4WlKfpI92pKbtM5w2Xwm8VdIRktbL2xHA+sC/d6S2o0zSOsAb6P87bGqzZfX8nSQ6aCKpG1+vtvjh2v0ctxppCKDRKr4Pkf4gane8KE2rbe7PIaTx+t8Op1IdNtw2/wD4C+ncRjdoqb353OnqwD6kn+khwOPAvwK/kPS3iDi70bEFGM7P+Huk8zDfAL6Z0xYDu0fEf7ethmWp9Sj7+w57g6RxETHoskQOUJ3TyjpT1fRWjh1trbZ5KZI+AnwS+EFElBiMa1puc565th/w7siD9F2g1fbWhvNWB94ZEdcDSDqbdC7nWywZ0i3NcH6vnycNa51Jat844NPAGZJ2joiG6yB1uWa/w+p7pEtxgOqcIa8zVZfeyrGjrdU2v4qk7Unj++eThr9K1lKblRbROQ74TTRYSbRgw/29vq8WnCCdj5F0FnCQpJUaDKOVYDi/1yeQJlm8IyJeBpB0Bmm17pnAtu2rZjHa9h3mc1Cd0+o6U4+T/vPo79igcde5BMNeW0vSpsC5pGmtH25mGGCUtdrmPUlfXD+WNLm25X2r5Ncl9pSH+3u9oMG+BaSh61KveWupzZKWI62ScF4tOAFExAuk2X1bShqLnYTa91N/n9kjzf5dO0B1zlxaWGcq/yLfBmzRYPdWwN0Fn0yfyzDW1pK0HnAh8Aiwa0Q80/Yatt9cWmvzP5D+/i4D7qtskJZ6uQ94d1tr2h5zaf33ei6wToPdk0jnpR5vTxXbbi6t/YxXJ41SjWuwb9m8Tw32dbU8c28hjb/DtiR9nk1xgOqcptaZkvQPkjZscOw7JU2tHLsBsBNpLLtULbc5z2a7mHSdzHsjouSZe1Wttvn/k3pR9RvAefn5zR2v/dAN5/f6TOCNkt5TOXYV0rTjP0REqUPXrbb5EdISFB+sXpyaA91uwO25N9XVarMT65J/A+yeZ/TV8u1Mmr3Y/HfYaF8MNpY34Azg78BRpBOj1+TX21byXJF+DEtdIHcPqav8ZeBg4H7gAfKFc6Vuw2jzXNLw5VGkZU+q29aj3a5OtLmfsoq+UHeYP+MVgTuAp0h3kDiYNFrwqmNL3IbR5m/kn+lNub1fAv6c0z482u1qot3fzNsvc51Pya8/X8nTB/TVHfdG0uUhdwEHAl8j9ZDnAss1/f6j/QGM5Y10QvCYHGieI10DsEtdnoZfXKRhjzPJ14uQzsusO9pt6lSb8y9/f9upo92uTv2cG5TVDQFqOL/Xa5FuZ/U46UT51cC7RrtNHW7zR4DrSRfn/g24ji65m8YAf5N9lTxLBaic/lbSLcueyW3/ObDmUN7f60GZmVmRfA7KzMyK5ABlZmZFcoAyM7MiOUCZmVmRHKDMzKxIDlBmZlYkBygzMyuSA5SZmRXJAcp6kqStJIWkGaNdl9Hkz8FK5gBlvWrT/HjLqNaiAySdKOnBvObUYMbs52DdzwHKetXbSUs83DbaFWmnHJT2AGZHc/cxG5Ofg40NDlDWqzYF/hLlLvHQqneQ1lw6p8n8Y/Vz6JekZfJiglY4Bygb0yRtKukcSU9KWiTp5LwezyYMYeG0LrInaQ2iy6uJPfg5ACDpqHyObUNJx0t6EHgR2Hy062aDG4vLDZsBryyQdh5pLa3vkZY6+CTwO9Ly4mPxvMuewO+ishBet30OkpYBVhvCIY9HZUn1OlNJy3qcS1qb6AfAKsDtw6qkjQgHKBuTJE0gLTI3F9ipNoQl6ecsWVp97qhUrkMkbQRsQFpQrpbWjZ/DP7Ckbs14M2lNokamAisAP42Io4dZLxthDlA2Vh1C+i/8oOr5lYh4UtINwHsZwZ5Dfs/vRMR5Tea/DjgpIn4+hLfZg7SY3oWVtKI+hyY9DLxn0Fyvzr8USZOANUjLsjs4dSEHKBurPgxcHRE3NNj3GuCBiHhssEJyoDgxIn4xnMpExJbN5s1DXJswwMy6fuq1J3BJRCyupA35c5A0Dvgc8AlgPdKqzpcAh0bEgkq+aaSlvN9K6qX8FfheRPxXbsOTwErAhIh4pHLcfwH7AIc0ChwR8Vx+v+Gamh9Pa0NZNgocoGzMkbQWsDbw6wb7lgU2Iy01Plg5tUAxd4A8r4mIF1uubGPrA+OBO5qtV+4tbAF8qpI25M9B0njSDMCVgQNIvas3ACcDF0jaMiJelLQ3MAv4KCmYLAtsQ+rBQRpqXBH4C2kq+yW5/HcBWwF/B27qp33jgDUb7evHwoh4qUH6ZvnxsiGUZQXxLD4bi16bHxtdqLo/8Hoqw1qSJkj6laSHJS2WdIekbYHFpJ7BdTn9XZJ2y/sPkzSPPJwmaUVJv84XyC6WdIukrfO+3SS9qjckaYakeXlW3Q8lzZZ0cN49BbgH+IKk+yQ9LekH+bi1GtWLNLwXpMkALX0O2ZHAJOA9ETEnIl6OiIdJvakpwA4532eA0yPiwoh4MSKejYhLI+KavH9zUnC6ihRMa4HnBODHwHLAzQ3qBfBG4KEhbG/sp5yppF7cvf3st8K5B2V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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "time_trips_stats_df['avg_realD_frac_osmD'].hist(bins=np.linspace(0,1.,30))\n", + "plt.xlabel(r'$d_{straight} / d_{OSM} = r$')\n", + "plt.ylabel(r'$P(r)$')\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'avg_realD_frac_osmD_hist.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "c2125aa6-8230-4e6a-865f-01bb3b6417f9", + "metadata": {}, + "source": [ + "## Urban spatial structure\n", + "\n", + "In this section we investigate the spatial structure of the city.\n", + "In particular, we inspect the spatial functioning of some relevant observables and study the their spatial dependence on their distance to the Central Business District (CBD) or to the user's reference Business District (BD, see below for definition).\n", + "\n", + "We will compute:\n", + "- the daily user's Radius Of Gyration (ROG) and Total Traveled Distance (TTD);\n", + "- the ratio between the number of homes and office locations found in each cell grid;\n", + "- the mean home-work commuting length and duration per user and per cell, also with respect to the traffic-free scenario computed with OSRM.\n", + "\n", + "However, we start with another perspective, the land use detection.\n", + "\n", + "### Compute areas profiles\n", + "\n", + "To compute the land use of single areas we refer to the work of [Toole et al.](https://doi.org/10.1145/2346496.2346498)\n", + "> Toole, J. L., Ulm, M., González, M. C. & Bauer, D. Inferring land use from mobile phone activity.\n", + "> in Proceedings of the ACM SIGKDD International Workshop on Urban Computing - UrbComp 12 (ACM Press, 2012).\n", + "\n", + "i.e., we start computing the activity of the grid cells (i.e., the number of people observed in a given cell at each hour of the day in specific days) and we later normalize this volume to cancel out the fluctuactions in the number of users/pings registered in the data.\n", + "\n", + "In this case we want to detect the weekdays landuse of an area, by looking at:\n", + "- weekdays only (Monday to Friday);\n", + "- keep under consideration areas with sufficient statistics only.\n", + "\n", + "We compute the hourly occupation rate $a(c,h,d) = N_u(c,h,d) / N^{TOT}_u(d)$ of a cell $c$ with respect to the total volume of users observed on that day $N^{TOT}_u(d)$.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "9c0c2344-0af2-4410-aeea-26de92df96c8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "profile_period = \"day\"\n", + "profile_timeBin = \"H\"\n", + "signal_column = \"frac_users\"\n", + "weekdays = [0,1,2,3,4]\n", + "min_area_covered_hours = 72\n", + "min_area_observed_pings = 500" + ] + }, + { + "cell_type": "markdown", + "id": "80287a83-8e97-496e-b99a-67786ff7d7cf", + "metadata": {}, + "source": [ + "### Rename the columns\n", + "We are interested in the time bin when the stop is present, so we overwrite the `datetime` column name with the `stops` one (the latter contains the info about the repetition of the stop.)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "6b5f5fcc-90ab-4912-9307-e9c8b168d406", + "metadata": {}, + "outputs": [], + "source": [ + "exploded_stops_df[dttColName] = exploded_stops_df['stops']" + ] + }, + { + "cell_type": "markdown", + "id": "b2b5eb61-5aeb-473a-94c5-548c10d1a1bf", + "metadata": {}, + "source": [ + "### Compute the profiles\n", + "\n", + "For each day we compute the hourly profile of the single grid cell." + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "05d04142-480e-4624-a696-6ca96e3484d2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/enrico/.local/share/virtualenvs/jupyter-EWzvnNR1/lib/python3.8/site-packages/dask/dataframe/core.py:3935: UserWarning: \n", + "You did not provide metadata, so Dask is running your function on a small dataset to guess output types. It is possible that Dask will guess incorrectly.\n", + "To provide an explicit output types or to silence this message, please provide the `meta=` keyword, as described in the map or apply function that you are using.\n", + " Before: .apply(func)\n", + " After: .apply(func, meta=('users', 'int64'))\n", + "\n", + " warnings.warn(meta_warning(meta))\n" + ] + }, + { + "data": { + "text/html": [ + "
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daytile_IDHuserspingstot_userstot_pingsfrac_usersfrac_pingspings_per_userprofile_hour
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Dask Name: assign, 15765 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " day tile_ID H users pings tot_users tot_pings frac_users frac_pings pings_per_user profile_hour\n", + "npartitions=10 \n", + " datetime64[ns] int64 datetime64[ns] int64 int64 int64 int64 float64 float64 float64 int64\n", + " ... ... ... ... ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ... ... ...\n", + "Dask Name: assign, 15765 tasks" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_profiles_df = mk.temporal.computeTemporalProfile(exploded_stops_df,\n", + " timeBin=profile_timeBin,\n", + " weekdays=weekdays,\n", + " byArea=True,\n", + " profile=profile_period,\n", + " normalization=\"total\")\n", + "total_profiles_df" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "b43256d2-9e5b-49fb-98a4-a169d7f2a54a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "path_total_profiles = os.path.join(OUT_DIR, 'total_profiles.pkl')\n", + "if recomputeAll and os.path.exists(path_total_profiles):\n", + " os.remove(path_total_profiles)\n", + "if not os.path.exists(path_total_profiles):\n", + " total_profiles_df = total_profiles_df.compute()\n", + " total_profiles_df.to_pickle(path_total_profiles)\n", + "total_profiles_df = pd.read_pickle(path_total_profiles)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "e6d725b4-1f96-4a24-9c0c-0a64414c9689", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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daytile_IDHuserspingstot_userstot_pingsfrac_usersfrac_pingspings_per_userprofile_hour
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [day, tile_ID, H, users, pings, tot_users, tot_pings, frac_users, frac_pings, pings_per_user, profile_hour]\n", + "Index: []" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_profiles_df.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "a6577dff-92a6-4169-9cc8-04df6ce5e616", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualize the number of pings per area\n", + "total_profiles_df.groupby('tile_ID').agg({'tot_pings': sum}).hist(bins=np.logspace(0, 8, 30), density=True)\n", + "plt.loglog()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "7a7124bb-0486-4280-99fb-a547e93dee7d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4998" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# We select the good areas to be the one with sufficient hours covered\n", + "# and with at least some stops observed\n", + "good_areas = set(total_profiles_df.groupby('tile_ID')\n", + " .agg({'tot_pings': sum, 'H': 'nunique'})\n", + " .query('H > @min_area_covered_hours & tot_pings > @min_area_observed_pings').index)\n", + "len(good_areas)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "14c9176f-752a-40ce-8824-ba35ba0eff88", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Then I clean the profiles to keep only valid areas and compute the residual activities... \n", + "cleaned_profiles = total_profiles_df.query('tile_ID in @good_areas').copy(deep=True)\n", + "residual_activities, mappings = mk.temporal.computeResiduals(cleaned_profiles,\n", + " signal_column=signal_column,\n", + " profile=profile_period)" + ] + }, + { + "cell_type": "markdown", + "id": "88a5dcae-52ae-4795-b448-2b6f46022975", + "metadata": {}, + "source": [ + "### Infer land use\n", + "\n", + "We now cluster the per-areas profiles of users presence fraction using a hierarchical clustering with a Ward linking and a cosine distance.\n", + "\n", + "We inspect the Calinski-Harabaz score to find a local maximum to select the number of clusters that bast partition the data.\n", + "\n", + "In this case we use 6 clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "2ef9d714-de42-43f8-93ad-8122fa060b28", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Done n clusters = 02\n", + "Done n clusters = 03\n", + "Done n clusters = 04\n", + "Done n clusters = 05\n", + "Done n clusters = 06\n", + "Done n clusters = 07\n", + "Done n clusters = 08\n", + "Done n clusters = 09\n", + "Done n clusters = 10\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "signal_to_use = \"residual\"\n", + "metric = \"cosine\" # The metric to be used in computing the distance matrix\n", + "\n", + "results_clusters = mk.tools.computeClusters(residual_activities,\n", + " signal_to_use,\n", + " metric=metric,\n", + " nClusters=range(2,11))\n", + "\n", + "# Visualize score\n", + "ax_score = mk.tools.checkScore(results_clusters)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'landuse_score.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "008adaba-27da-4544-b0e1-0bb13582d79e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "nClusters = 6\n", + "ax = mk.tools.visualizeClustersProfiles(results_clusters,\n", + " nClusts=nClusters,\n", + " showMean=False,\n", + " showMedian=True,\n", + " showCurves=True)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'landuse_curves_all.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "5d88baa8-7f66-4c49-a85d-79e8eb1c44da", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = mk.tools.visualizeClustersProfiles(results_clusters,\n", + " nClusts=nClusters,\n", + " showMean=False,\n", + " showMedian=True,\n", + " showCurves=False,\n", + " together=True,\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'landuse_curves_median.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "7707300c-b9dd-45fa-a3d5-0e33b903daf2", + "metadata": {}, + "source": [ + "Given the residual activities found, we categorize the landuse by looking at when an area is more active than the overall average. A peak during night-time indicates a residential area, whereas a peak during office hours is an hint for a commercial/workplace oriented area." + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "0bc89f17-8daa-43ed-8e40-bc9dd93d87af", + "metadata": {}, + "outputs": [], + "source": [ + "rename_clusters = {\n", + " 1: 'Workplace/Leisure',\n", + " 2: 'Commercial/Workplace',\n", + " 3: 'Workplace',\n", + " 4: 'Schools/Commuting',\n", + " 5: 'Commuting/Leisure',\n", + " 6: 'Residential',\n", + " 7: '',\n", + " -1: 'Unclassified',\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "6f9b5ae5-caf2-43ff-9683-1a4a636784f0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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tot_pingshome_loc_IDlat_homelng_homehome_pingswork_loc_IDlat_worklng_workwork_pings
uid
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [tot_pings, home_loc_ID, lat_home, lng_home, home_pings, work_loc_ID, lat_work, lng_work, work_pings]\n", + "Index: []" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_hw_locs_pd.head(0)" + ] + }, + { + "cell_type": "markdown", + "id": "26a47ddd-28b4-4726-9459-1009287043ac", + "metadata": {}, + "source": [ + "## Map the indicators\n", + "\n", + "In the following, we start mapping the computed indicators and check their functioning with distance from CBD. \n", + "\n", + "### Users density\n", + "\n", + "We plot the mapping of where most of the home location are found.\n", + "\n", + "We show the density by dividing the number of houses per area by their total count.\n", + "\n", + "From here on, we will simply join the indicators computed in the previous section with the GeoDataFrame containing the areas to visualize the spatial mapping of the observables." + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "ec8ec3f7-8a24-4104-8d88-2d3b726ea388", + "metadata": {}, + "outputs": [], + "source": [ + "gdf_aoi_grid_landuse = pd.merge(gdf_aoi_grid_landuse,\n", + " users_buffered_per_area[['nUsers']].reset_index(),\n", + " on=zidColName,\n", + " how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "b2f2a27c-d453-434a-9835-e054bdc2bd6d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "gdf_aoi_grid_landuse.plot('nUsers', vmin=1e-5, vmax=1e-3,\n", + " legend=True, ax=ax,\n", + " legend_kwds={'label': r'Users home density'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'user_home_density_map.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "cb0e214a-c2b3-4ce6-b401-8a48f0fdfba8", + "metadata": {}, + "source": [ + "### Radius of Gyration\n", + "We compute the ROG w.r.t. home and day/week medoid/mean position.\n", + "\n", + "We also compute the average radius of gyration per grid cell mapping all the users with the home in that cell.\n", + "\n", + "We simply merge the radius of gyration table with the user's home location and aggregate over the `tile_ID`.\n", + "\n", + "We also normalize the user count to hide the dataset statistics." + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "43ae5768-448e-486e-a7e4-0db67d9267ab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Selected 160891 out of 187710 users for rog.\n", + "Selected 69890 out of 91790 users for stats.\n" + ] + } + ], + "source": [ + "cleaned_users_rog = rogs_user_pd.query('n_pings > 10').copy(deep=True)\n", + "cleaned_user_stats_table_df = user_stats_table_df.join(cleaned_users_rog[[]], how='inner')\n", + "cleaned_user_stats_table_df = cleaned_user_stats_table_df.query('home_work_straight_dist > .75')\n", + "print('Selected', cleaned_users_rog.shape[0], 'out of', rogs_user_pd.shape[0], 'users for rog.')\n", + "print('Selected', cleaned_user_stats_table_df.shape[0], 'out of', user_stats_table_df.shape[0], 'users for stats.')" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "e0cd7cfb-4d13-45f5-a8c7-af68a0fb7e73", + "metadata": {}, + "outputs": [], + "source": [ + "perAreaTotalROG = mk.stats.userBasedBufferedStat(cleaned_users_rog,\n", + " users_buffered_per_area,\n", + " stat_col='rog_total')\n", + "\n", + "perAreaHomeROG = mk.stats.userBasedBufferedStat(cleaned_users_rog,\n", + " users_buffered_per_area,\n", + " stat_col='rog_home')" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "e03ad977-90b5-4fc2-9846-d4c9174a37be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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rog_total_minrog_total_maxrog_total_meanrog_total_stdrog_total_count
tile_ID
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [rog_total_min, rog_total_max, rog_total_mean, rog_total_std, rog_total_count]\n", + "Index: []" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perAreaTotalROG.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "3b4df472-5dbb-443b-81b8-9ac4b9dd204b", + "metadata": {}, + "outputs": [], + "source": [ + "for c in list(perAreaTotalROG.columns) + list(perAreaHomeROG.columns):\n", + " if c in gdf_aoi_grid_landuse:\n", + " del gdf_aoi_grid_landuse[c]\n", + " \n", + "gdf_aoi_grid_landuse = pd.merge(gdf_aoi_grid_landuse,\n", + " perAreaTotalROG.reset_index(),\n", + " on=zidColName,\n", + " how='left')\n", + "\n", + "gdf_aoi_grid_landuse = pd.merge(gdf_aoi_grid_landuse,\n", + " perAreaHomeROG.reset_index(),\n", + " on=zidColName,\n", + " how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "c69da379-15a2-4629-80c4-9b797033cac6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "gdf_aoi_grid_landuse.plot('rog_home_mean', vmin=.0, vmax=15.,\n", + " legend=True, ax=ax,\n", + " legend_kwds={'label': r'$ROG_{h} [km]$'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'user_rog_home_map.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "379d0688-a704-4cfd-bb5a-9c1a54d63d6a", + "metadata": {}, + "outputs": [], + "source": [ + "# Save the result\n", + "gdf_aoi_grid_landuse.to_file(out_grid_cells_file, driver='GPKG')" + ] + }, + { + "cell_type": "markdown", + "id": "32ce4e03-4f9e-45d4-843c-fe28d377f26b", + "metadata": {}, + "source": [ + "### Compute the distance w.r.t. the city center\n", + "\n", + "To inspect the functioning of each observables w.r.t. the CBD, we compute the distance of each grid cell with respect to the city center in the `cbd_dist` column.\n", + "\n", + "Also, to smooth the plotting, we divide the distances in bins of 2.5 km to group the observables and reduce the noise." + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "26d622f6-4de2-4300-a3d2-672d85c24e95", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1452718/688516821.py:3: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", + "\n", + " gdf_aoi_grid_landuse.geometry.centroid.y.values.reshape(-1,1),\n", + "/tmp/ipykernel_1452718/688516821.py:4: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", + "\n", + " gdf_aoi_grid_landuse.geometry.centroid.x.values.reshape(-1,1))\n" + ] + } + ], + "source": [ + "gdf_aoi_grid_landuse['cbd_dist'] = haversine_pairwise(\n", + " np.hstack((\n", + " gdf_aoi_grid_landuse.geometry.centroid.y.values.reshape(-1,1),\n", + " gdf_aoi_grid_landuse.geometry.centroid.x.values.reshape(-1,1))\n", + " ),\n", + " center_of_city,\n", + ")\n", + "\n", + "cleaned_user_stats_table_df['cbd_dist'] = haversine_pairwise(\n", + " np.hstack((\n", + " cleaned_user_stats_table_df['lat_home'].values.reshape(-1,1),\n", + " cleaned_user_stats_table_df['lng_home'].values.reshape(-1,1)\n", + " )),\n", + " center_of_city,\n", + ")\n", + "\n", + "user_stats_table_df['cbd_dist'] = haversine_pairwise(\n", + " np.hstack((\n", + " user_stats_table_df['lat_home'].values.reshape(-1,1),\n", + " user_stats_table_df['lng_home'].values.reshape(-1,1)\n", + " )),\n", + " center_of_city,\n", + ")\n", + "\n", + "dist_bin = 2.5\n", + "gdf_aoi_grid_landuse['cbd_dist_bin'] = np.floor(gdf_aoi_grid_landuse['cbd_dist'] / dist_bin)*dist_bin\n", + "cleaned_user_stats_table_df['cbd_dist_bin'] = np.floor(cleaned_user_stats_table_df['cbd_dist'] / dist_bin)*dist_bin\n", + "cleaned_user_stats_table_df['closest_cbd_dist_bin'] = np.floor(cleaned_user_stats_table_df['closest_cbd_dist'] / dist_bin)*dist_bin\n", + "user_stats_table_df['closest_cbd_dist_bin'] = np.floor(user_stats_table_df['closest_cbd_dist'] / dist_bin)*dist_bin" + ] + }, + { + "cell_type": "markdown", + "id": "0d3a3d37-ad00-48e8-88b6-11fb8e3bc16c", + "metadata": {}, + "source": [ + "We also check the correlation between the ROG and the distance from the CBD." + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "24271e06-5e53-4fa6-a0cd-3bf7255c11eb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
GLS Regression Results
Dep. Variable: rog_home_mean R-squared (uncentered): 0.728
Model: GLS Adj. R-squared (uncentered): 0.728
Method: Least Squares F-statistic: 1.951e+04
Date: Mon, 16 May 2022 Prob (F-statistic): 0.00
Time: 15:52:26 Log-Likelihood: -22435.
No. Observations: 7289 AIC: 4.487e+04
Df Residuals: 7288 BIC: 4.488e+04
Df Model: 1
Covariance Type: nonrobust
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
coef std err t P>|t| [0.025 0.975]
cbd_dist 0.1912 0.001 139.669 0.000 0.189 0.194
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
Omnibus: 2651.633 Durbin-Watson: 0.853
Prob(Omnibus): 0.000 Jarque-Bera (JB): 22667.379
Skew: 1.503 Prob(JB): 0.00
Kurtosis: 11.099 Cond. No. 1.00


Notes:
[1] R² is computed without centering (uncentered) since the model does not contain a constant.
[2] Standard Errors assume that the covariance matrix of the errors is correctly specified." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " GLS Regression Results \n", + "=======================================================================================\n", + "Dep. Variable: rog_home_mean R-squared (uncentered): 0.728\n", + "Model: GLS Adj. R-squared (uncentered): 0.728\n", + "Method: Least Squares F-statistic: 1.951e+04\n", + "Date: Mon, 16 May 2022 Prob (F-statistic): 0.00\n", + "Time: 15:52:26 Log-Likelihood: -22435.\n", + "No. Observations: 7289 AIC: 4.487e+04\n", + "Df Residuals: 7288 BIC: 4.488e+04\n", + "Df Model: 1 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "cbd_dist 0.1912 0.001 139.669 0.000 0.189 0.194\n", + "==============================================================================\n", + "Omnibus: 2651.633 Durbin-Watson: 0.853\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 22667.379\n", + "Skew: 1.503 Prob(JB): 0.00\n", + "Kurtosis: 11.099 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] R² is computed without centering (uncentered) since the model does not contain a constant.\n", + "[2] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Linear interpolation of rog vs distance...\n", + "tmp_data = gdf_aoi_grid_landuse[[\n", + " 'rog_home_mean',\n", + " 'cbd_dist'\n", + "]].dropna()\n", + "\n", + "model = sm.GLS(tmp_data['rog_home_mean'],\n", + " tmp_data['cbd_dist'])\n", + "res = model.fit()\n", + "res.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "cf0f1df6-1020-44f0-84ba-49576be0febc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='rog_home_mean',\n", + " data=gdf_aoi_grid_landuse.query('rog_home_count>15'),\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=2,\n", + ")\n", + "plt.ylim(0,20)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'rogHome_vs_cbd_scatter.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "3392a2d4-07cf-41d1-bd29-418ccca8e00b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse.query('rog_home_count > 50')\\\n", + " .copy(deep=True)\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog_home_mean',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'Monthly $ROG_{home}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,18],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'rogHome_vs_cbd_scatterLine.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "9e8e6f0a-7afe-4c3d-83e2-b8ffd67b0676", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse.query('rog_home_count > 50')\\\n", + " .copy(deep=True)\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog_total_mean',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'Monthly $ROG_{total}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,18],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'rogTotal_vs_cbd_scatterLine.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "750b01ef-ea8b-400c-91f5-a22d66ac6ea4", + "metadata": {}, + "source": [ + "Now we show the per-user plots: for each user we use his home's distance from the CBD (and later from the BD closest to his workplace).\n", + "\n", + "We see that in a policentric city as Mumbai there is no clear dependence of the $ROG_{home}$ when we consider a single CBD." + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "2421d2a8-1af4-4c5a-b0af-840b52e207c6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog_home',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'Monthly $ROG_{home}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,60],\n", + " scatterkws={'alpha': .0},\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'rogHome_vs_cbd_scatterLine_users_cbd.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "id": "7392bf45-11d0-440a-979b-2fc0e4bde0b9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog_total',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'Monthly $ROG_{home}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,60],\n", + " scatterkws={'alpha': .0},\n", + " )\n", + "# plt.savefig(os.path.join(OUT_DIR_FIG, 'rogHome_vs_cbd_scatterLine_users_cbd.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "118e7897-4049-43a0-9944-ac97a505e9a6", + "metadata": {}, + "source": [ + "However, when we switch to the user's home distance from the reference BD the underlying spatial organization of the city emerges.\n", + "\n", + "Here we see that the ROG (and later the same will be shown for the daily ROG and TTD) increases as we get further from the reference BD, meaning that the distance that a user needs to travel increases as he lives far from the hub of economic and work opportunities that a BD offers." + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "69c5848d-31c4-4e3e-857c-6c09420440e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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p88w5anr2WTZ/5asUDB/B1L/ey6ivfS2rwApQfvppkEz226phC67GGDMAJJqb90uLvvMOxXPm9MgcwG29j5ueeZrI2nWo5rcLTXTjRrZ+93sUzZrFlHvvoXj27C7tXzRzJoXTptH4WP8ckmPB1RhjBoBEbS0U7l1tM7ZtG/GaGkoWHtEj5/NXVhI44ABi69YT3bSJyKpVaCKRl2MnW1vZ/PULQYSJN96wT1V3tkSE8tNOpfXVV4nX1ualXPlkwdUYY/o5TSaJ19Xh85aYA2h99VUAyt7b0cJl3VN8yCFE1q3DV1FBfMcOwsuXo9Fot46pqmy77HIiq1cz4Re/oHDixJyPVXH66V7VcP+bVt6CqzHG9HPJ1hCaSCApi6O3vvoqgQMOIDAu0/LW+VF+4gkkd+9m13XX4SsrJ9HYSGjpUpLhcM7HrL/rTzQ+8gijvnEhZcce063yFR14IIWTJ9P0eP+bUMKCqzHG9HOJ5qZ92lXj9fVEVq3K+xCcdOUnnkjlpz9N66uvsuPaa5FgCclojFB1NYnmli4fr/WNN6i55hrKTjiBqgsu6Hb5RITy00+n5ZVXidfXd/t4+ZTX4CoiARGZJSL577pmjDFDVGJXLVKcMuXh66+Dao8HV3ABtuqCCwgtWsSOn/8cKSwEfwGh6kVuXdksxXbsYPNFF1E4YQLjr7ka8eUn/FScfhokEv2u13DegquInABsAV4E3vLSpopI/1oQ0BhjBhBNJNxk/UV7OzO1vvYaBWPGUDBhQq+UofyUUxj5ta8RXraMHVddBYAES2hdvITYrl2d7q/RKFsu+l+SzS1MuPEG/OX5W8+laNYsAgccQFM/6zWczzvXG4ALVXUkEPPSxgC/z+M5jDFmSEm2tqKqe+70kqEQoSVLKDnyyB4ZgtOesuOPZ+Q3vkH47bep+clPIB7HX15OeNkyolu2dLhvzdXXEHrzTcb/9Cd5X+RcRKg47TRaXn65X1UN5zO4TlTVe72f2wZEVQOH5fEcxhgzpCR27wbf3iAaWrQI4nFKFvb+gmNlxxzDqG9+k8iaNWz/8Y9JRiL4h48gsno1kXWZx8Lu/sc/qL/7bkZ8/vNUvP/9PVKucq9quPmpp3rk+LnIZ3BdLSKHez8LgKqGga4PYDLGGANAfNcufCntra2vvoqvooKigw7qk/KUvvvdjP72t4muX0/NlVeSbGnBP6KK6IaNRFat3mcsbHjFCrZddjklCxcy+tvf6rEyFc+eTWDixH41oUQ+g+vPgPtE5L14d64iciKwNY/nMMaYIUNjMZJNTXvaWzUWo/XNNylZuHCfYTm9rWThQkZ/73vEtmxh+xVXkGxqwl9VRXxHDeEVKwB3x735wm/gHzaMCdf9KutpDXMhIlScfhot//0viYaGHjtPV+QtuKrqA8DVwMPAMBF5BngQF3SNMcZ0UbLFDXdpa1sNv/UW2traJ1XC6UoOPZTR3/8+8e3b2X7ZZSTq6/FVDidRX48mk2z5zneIbd/OxF9f3ysT65efdhrE4zQ99XSPnysbeR2Ko6q3AJOAjwJ3Aceo6h35PIcxxgwVrr01ZeKI115Diosp9ub97WvBefMYc+mlboHzyy4j7vUc3vWbm2h5/gXG/uDiXhkuBFA8Zw6BCRNo7CcTSuRzKE6JiHwWF1i3AXerau8sBmiMMYNQfNcuxJvyUJNJWl99leCCBfhShuX0teLZsxnzwx+SaGyk5vLLaX7mWXbdfDPDPvIRKj/1qV4rh5tr+DRaXvovicbGXjtve/J55/owbmH1c4BHgSYRWSwif8zjOYwxZkhIRqMkW1r3BNLomjUk6uspOfLIPi7Z/ooPOoixl11GsqWF+rvvpnj2bMZeflmvDhUCqDjtVIjF+kXVcD6D60LgUFU9XlWrgJnAFcCmPJ7DGGOGhGRLC6kDW1pfew18PoKH9c/RjUUzZjDm8ssJLlzIhBtu2GeRgd5SPG8eBePH0fRY31cN5zO4LiJl2I2qblDVB1T1slwPKCLfFREVkeoM244WkRdFpFVEtovIr0WkJNdzGWNMfxKvr99nYfTWV1+l+JBD8JeV9WGpOlY4dSojLzifwom9M3NUOhGh4tTTaPnPf0g0NfVJGdrkM7h+A7heRCrzcTARGQtcCuw3O7SILACeAoqBbwK3ARcA96bnNcaYgSixa9eedU6jW7YQ27KlX1YJ9zflp52KxmI0P923VcMFnWfJ2ruA04FtIvIS8DrwBvCGqr6Tw/F+7h3DB1SmbbsKqAWOV9VmABFZD9wqIieqat9XuBtjTI6S4TDJcJiCklIAQt7arb0+BMfvhwI/ibo6b2ogcc+qIAKqKOKmZmx79LHg/PkUjB1L42OPM+xDH+qzcuQzuP4M+B6wGJgPHAp8C5gDlHblQCJyJPBZ4Ajg+rRtFcApwLVtgdVzJ3Ad8EnAgqsxZsBqG9/apuXVVymcPr1Xxoum8hUXU3rkkZBIoMlkxudkIgGxGMlYDGKxHp0sIhvi81Fx2qnU/+UeEs3NfVaNns/g2gLcpqpJ4JW2RBHp0jQi4rqX3QjcoarVGXqbzcWV+/XURFWNem2zh7Zz3Er2vwOe2JWyGWNMb4jX1iKFrpdwvK6O6OrVVH76031SFvH7we+nd/v9dk/5aadRd8edND/zDMPOOKNPypDPe/jfAf8vPVFVExnyduRzwGxce2sm47znbRm2bQPaW+LuImBd2uOFLpbNGGN6lKqSqK3d097a+tprANbe2gXBBQsoGD2axj7sNZzP4PpZ4DYRuUFEThGR4V09gIiU49paf66qmYIn7O2RHMmwraOFAq4HpqY9ju1qGY0xpidpKITGYnvmDm597TUKxo4lMNEq2rIlPh/lp55Ky/MvkGjer09sr8hncP0ubm7hA3C9d3eJyFoRua8Lx7gUiAK/6iBPyHvONEVJccr2fahqg6quT30Am7tQNmOM6XGJpmbXWQjX9hpetqzX124dDCpOPw2NRml+9lliNTt6/fx5a3NV1UeAR9pei8hI3FquC7LZX0TG4apufwiMSflDKgYKRWQKsJu91cHj2N84bBUeY8wAlqjdtae9tbVt7VarEu6y4GGHUTBqFE2PPUbhlCkExozu1fPnvd+0iIwWEZ+q7lLVx1X1mix3HQMU4u5+U9tF3wUc7P38PWAZEMf1JE49byEukFfn4W0YY0yv02SSeF3dnvmEW199FV9lJUUzZ/ZxyQYe8fkoP+UUmp9/nmQoY4Vmj8rnxP2HeWNNtwMhEXnOG1KTrXXARzI83gLWez/fqaq7gSeBs0UktY/12UAZ0JVqaGOMyStVJRkOE6+vJ7p9O/G6OhLNLWgs1um+ydZWVBXx+9FYjNCbb1JyxBF9unbrQFZ++mloJELozTd7/dz5HIrzW+DXwO3ASODjwCMicqaqvtzZzl7QfDA9XUQuAuKqmrrtEuAl4FkRuQ03pOZbwKOq+mS33oUxxnRBMhpFW1tJtLaSqKsn0bgbjcehbfBKypMUBJCyUnylpfjLyvAVFSFFRUhhIeLz7TNlX2jpUjQctirhbig5/HD8I0fS8t//MvKC83v13PkMrgep6nXez/XAz0TkHeBa8twrV1XfFJGTcVXI1wGNwK3Axfk8jzHGpNJolGQ4TKK1lWRDA4n6BpKxGIKi4sNXVISvtKzdO01NJNBIlHhzC/EtW1K2iKsKjsfxFe8dgiPFxRTPmdML72xwEr+f8lNOJrSo2tUI9GKnsHwG160icqCqrkpJux/Xczhnqnp8O+kvAu/pzrGNMSYbGosR3bSJmBcQFfAVFiHBIAXl5VkfR/x+F3jTVoxRVYjH3XGDQbd262uvETz0UHyFhXl8J0PP2B/8gPDKVb3e2zqfwfVXwN9E5LMpi6TPB+ryeA5jjOlV8fp6IitXorEYvmGVbh7dPBMRCAT2TB0YWbWKZEODVQnnQV9Nx5jPoTi3efP+viAiO3FVw7Nxq+UYY8yAkoxEiK5bR6ymBl9ZOf6y7O9QAVpeeYWmJ55g2JlnEpw3r0v7tr72Gvj9/XbtVtO5fN65oqq/EpE/AMcAVcCrqvp2Ps9hjDE9SVWJ79hBZM0aEME/oqpLVYqJlhbqfv97Wp5/HgIBwtXVlJ1wAsM/9zn8WVQhqyqtr7xC8Zw5+Eu7tOaJ6UfyGlxFZATsmVDCGGMGlGRrK+E175Coq8M/bFiXqxRDixez6+abSdTXM+wTn2DYmWey+/772f3QQ7QuWkTVF79IyVFHdRisY5s3E9++nYo+mnDe5EfegquIXAV8H1ARqQEWAW8Ci1T1/nydxxhj8k2TSWJbtxJduw4CgS4v7ZYMh6m/6y6aHnuMwIQJjL7qKopmzABg+FlnUXL00dT+9rfs/NWvCC5cSNV551FQVZXxWK1ta7cecUTG7WZgyOed69eAhcDbuI5Mh3mP9+N6DRtjTL+TaGoismoViZYW/MMquzxhQ3jFCnb95jfEa2qo+OAHqfz0p/EV7Tv1edHUqYz72c9ofOQRGu69ly3/+7+MOPtsyk46ab8OUq2vvUbhjBntBl8zMOQzuNYCi1U1DvzXexhjTL+k8TjRjRuJbtqMLxikYETXgpnGYtTfcw+NDz9MwciRjL3iCooPOaTd/OL3M+xDH6LkyCOpveUWam+5heYXXmDkl79MYLxbKTNeW0t0zRoqP/OZbr030/e6FVxF5CxgCbACuBk4C7gjD+Uyxpgeoap7FiDXWAz/8OFdHl4TWbeOXTfeSGzjRspOPpkRn//8nvVXOxMYN44xl19O89NPU3fHHWz51reo/OQnGXbGGXurhG0IzoDX3TvXrwNzcRPurwEmi8hhwEPAm6ra0M3jG2NM3iRbW4msXUu8tjan4TWaSLD7gQdouO8+/BUVjP7BDyjJYbiMiFB+0kkEDzuMuttuo+Huu2n9z38AKBg/nsCECV0+pulfuhVcVfUocd3eDsStSNP2uBsY7U3k/6aqfqJbpTTGmG7QeJzY1q1E1m9AAgEKqrLrsKSJBIm6OuI7dhDbsYOmxx4jumYNpe95DyPOO6/doTWqSrKxEY3H8Fe03+u4YPhwRn/nO7S8/DJ1t91GoqGBig9/2NZuHQS63eaqqgqs9B73tqWLyBjgUFznJmOM6XX7VQEPG7ZPhyVNJkk0NBDfsWPvY+dO4jU17nnXLkgk9uT3lZcz6pvfpPToo9s9X7KpCY3HCIwdi6+igsjKlR0GWIDSd7+b4jlzaH7qKcqOPz6795ZIQDK5Z2F107/kdZxrKlWtAf7tPYwxple5KuB1xGt37VcFnGhpofaWW9xMSGlLwfkrKykYPZqimTMpPfpoCkaPpmDMGApGjaJg5MiMQVJVSTY3o9EogbFjKJw4EZ83AYQUFBB+661OA6y/rIxhH/pQVu9NEwkS9XUUTZuGr6Iiq32GsoJRo3r/nNlkEpFJwGLgBlW9wksLAp8H3sD1Eo72VCGNMSZbnVUBR9atY+cvfkF81y7KTzmFwMSJewPoyJH7DaPp8FwdBNU2gZEjYc4cF2DLK7o9163GYiR2N1A0axaFY8d261hDRWDM6F4/Z7Z3rucCxcDvUtJKcD2EFYiLyHLcpBH/VlVbsNwY0+vi9fVEVq1Co9H9qoABmp5+mrrbbsNXVsbYH/2I4oMOyuk8bUGVaISC0aMJTDoAf1n7UxUGqqpcgF22DF9Zec4r3SQjEZItzRTPneuOafqtbIPrqcBDqro9w7b7gXL2tq+eJSIvquq2PJXRGGM6pPE4kXfeIbZ9u6sCLi3bZ3syEqHuD3+g+amnKJ47l1EXXYR/2LCczpVoanJBddQoAgdM7jCopgqMGLEnwJJDgE2GQmgkTMn8+TmX3fSebIPrLFI6K6X5rao+DSAi04FlwP8Dru926YwxphPJaJTw22+TbGzM2As4VlPDzl/8gui6dQz72Meo/OQnuzwLUzIaRVtbIRHHP3IkhZPn4C8r63zHNIERI5C5cwktXQalpVlXQSeamxFVggsOzTqYm76VbXAtA3Z3lklV3xGRh3F3utd3o1zGGNOpZChEaNkybzKIEfttb339dXbdeCMAo7///azn61VV1LtTVFV8wSCFB0zCP2JETkE1VcHw4ZTMm0toyVKS0GmATTTuRgIBgnPmZD1Rhel72QbX3cCYtLQ64HjcEJxUi4Cvdq9YxhjTsURTE6GlS8FfgL9i32pSTSRouPdedt9/P4VTpzLq298mMCb9I2xfGo+TbG2FeAzEh3/4cAomT8Y/rAJfcXFey+6vrCQ4fx6hJUs6DLCJhgZ8paUUHzI753Za0zeyDa5LcHejV7cleONbn8+Qtwbo2pISxhjTBbHaWsJvLcdXUrJf4Evs3s3O664jvGwZZSedxIhzz203MCXDYZKhVkQVCRRSMHYMBcOH4y8vRwp6bKQiAP5hwwjOyxxgVZVkQz3+4SMoPujAbvcwNr0v27+evwM3ishJqvpUJ3nHAolO8hhjTE6iW7cSXbU643qr4RUr2PmrX5Fsbqbqq1+l/MQT99s/taevr2IYRdOn468Yhq+0pNdnRvIPG0Zw/nxCi5eQVMVXXOwmtqivJzB2LEUzpne5fdj0D9kG198DFwH3icgHVLWjFW9Oxc0zbIwxeaPJJNH1G4hu3IB/+Ij9Zlpq/Ne/qL/rLgpGjWLsT39K0dSp++2fbGpCE3ECY8YQmDCxX3QO8ldUEFwwn9DixSSTSZKhVgonTaJw6lSbBnEAyyq4qmpERD4EPAs8JyI3Azeq6jtteUTEB1wKHAv8qAfKaowZojQeJ7JmDbGaHfhHVO2zik1s2zZ2/fa3RJYvJ3jEEYy88EL8KRM5aCJBsrkJTSQJjBtL4YQJ+EpK+uJttMtfXk5wwQJCS5dSNG06gYkTLLAOcFk3Kqjq2yJyHHAX8A3gQm9i/jXecWYDo3EdnH7Z1YKIyBHAJbgF1kfjOlFVAz9S1ZfS8h4NXOPlbcQNE7pYVVu7el5jTP+271CbvRMnaCJB46OP0vDnP0NBAVVf+QplJ564JyhpIkGyqQlUCUwYT2D8+Lx3TMonf1kZpQsX9nhbr+kdXbqKqrpCRI7ETXv4edxdalvdSwT4M/BNVW3OoSzTvfLcCmwDKnHrwz4vIu9T1ScARGQB8BTwFvBNYCLwbWAacEYO5zXG9FPtDbWJbdnCrptvJrJyJcHDDqPqggv2BF6Nx0k2NYLPR+GkiRSMHdulKQ37kgXWwUNcp98cdxYJABOAALBJVcP5Kph3/BJgLfC6qn7QS/sXMA+Y1RbEReQ8XFA+qW1CiyyPPwVYt27dOqZMmZLPohtjuinR2Eho2TI31Mar5tVEgsZHHqHh3nuRwkJGfOELlL73vYgIGouRbG5yQXXyZAKjRyM2fMV00fr165nq2uunqur6XI/Tpa9J3tqt78FVAQuwHnhRVVtyLUBHVLVVRHbi7mIRkQrgFODatLvjO4HrgE8CWQdXY0z/kwyFiG7eTGzrVnylZXuqcqObNrHr5puJrl5NyZFHMuJLX6Jg+HBUlcTuBkAonDGDQDsr1xjTm7IOriJyOG4R9Jlpm2Ii8ifgSlXd1N0CiUg5UARU4aqe57C3g9Rcr8yvp+6jqlERqcbNb2yMGYCS4TDRLVuIbdmKFPhdxyURNJFg90MP0fDXv+ILBhl50UWUvuc9iIibyL65icDYsRROnWoTLZh+I9sl5yYDT+DuIP+Jm4WpFZiBG3rzReCjInK2qv6zm2X6I/Ax7+cobiWeq7zX47znTIsCbAOOau+gIlKJdwecYmKuhTTG5EcyEiG2ZQuxzZvB78dfWbmnN3B0wwZ23XQT0bVrKXn3u6k67zz8lZXubrWhHvEXEJw3j4Lhw/v4XRizr2zvXC/GrXxzWlvHojZeVfEncHMJ/11EPqyq3Vkg/UrgFlzgOxt3FxvAdZhqm1gzkmG/cMr2TC4CLu9GuYwxeZSMRolt3Ups02ZUwF85fE9QTTQ30/Svf9Fw//34SkoY9a1vUXqU++6cDIfd3eqkSRQdcIBVAZt+qStLzt2RHlhhzzSIfxWRZ4DHgDtFZJaq1uVSIFVdCiwF8KqbXwduBz4OhLxsmbr+Fadsz+R67zipJgIv5FJOY0xuNBoltn070Y0bAfBVVCB+P6pKeOVKmp54gtaXXkKjUUrf8x5GnHsu/ooKNwnE7gakuJiSQw+1ZddMv5ZtcB1PWjtnOlXd6U00sQL4GvDjbpYNVY2JyEPApSISZG918LgM2ccBWzs4VgPQkJpmg7SN6T0aixGrqSG6fgNoEl+FW8w82dJC0wsv0PTEE8Q2bECKiyk97jjKTzmFomnTAEi2trqZiyZPpnDiRBuyYvq9bP9Cm+i4yhUAVd0kIvcCHyYPwdUTxPVMLsetFRsHjsAt0g6AiBQCC3DjbI0x/UyytZXQkiVoLIavvAIpKCCyZg1NTzxBy4svopEIhVOnUnXBBZQec8yepdU0kSCxuwF/WRklhx/e7eXejOkt2QbXFcDRuOEunXkT+EhXCyIio1R1Z1paBa49d5Oq7vDSngTOFpGrUobjnI1bc/a+rp7XGNOzNB4nvGIFKj6kOEjzM8/Q9MQTRNeuRYqKKD3mGMpPOYXC6dP3qU1KNDdDNErRtGkExo/fZ8pDY/q7rqyKc42IzFPVJZ3k9ZG5TbQz94pIGHgJ2A5MAr6Aaxf9VEq+S7w8z4rIbd72bwGPquqTOZzXGNNDVJXI2rXEd+yg8V+P0vz882g4TGDyZEacdx5lxx6Lr3TfyfOT0SjJpka33Nq8uf1uHmBjspFtcP0dcCHwkIi8X1Xf7iDve4ENOZTlT8DncPMWD8e1j74MnK2qz7VlUtU3ReRk3Nqy1+HmFr4V16PZGNOPxGpqiG7ZQt0ddxJautTdpZ56KkUzZ+7X50ETCZKNu5FAgOJDDqGgqsr6RZgBK9tVccIi8nHc7EevicivgN+p6j4diETkq7gq4Wu6WhBV/QPwhyzzvoibKcoY008lmpqIrFpFywsvElq0iBHnnUfF6ae3m1djMYomH0BgwgTrsGQGvK6sirNIRE4E/opbWu77IvIa8A5QgpvvdzqwkRyCqzFm8NBolPDy5cQ2babhnnsoOeooyk87bb98bTMsFVSNpGjaVKsCNoNGV1fFWSQi83FDbS7AzYjUNiuSAo8AX1XV+ryW0hgzYGgySXjVauL19ey6+WYKRo9m5Je/vE8V754q4KIim2HJDEpdrnvx1ky9FrhWRA4AJgNJYIWq1ua5fMaYASa2eTOxnTupv/MuErt3M+6qq/Z0WlJVko2NkExQOGUKgXHjrArYDErd+qtW1Y24amBjjCFeX0907TpaXniB0JtvMuK88/ZOBBEOk2xuJjBmtJtkvx8vXG5Md9lXRmNMXiRDIcLL3ya6bdt+7azJlhbQJCUL5uOvrOzbghrTC7IelS0iHxaR+0TkcRG53FsaLlO+Y0Tkl/krojGmv9NEgvCKlSRaWtj1m9+4dtavfGXPIuYajRKcO9cCqxkysl1y7v/hphZs65FwMvBJETlaVXeLyAnAp4EzgVFenm/lu7DGmP4psm4dicbd1N9++9521pISNJkksbuB4jlz9psswpjBLNtq4W/iZk06Czf05gxcp6bvi8hRwLG4wLsVuA3Xa9gYMwTEamqIbd5M84v/ce2sX/rSnnbWREM9hQccQGDkyD4upTG9K9vgehDwc1V91nt9s1ct/GNc1fJtwP+p6hv5L6Ixpr9KNLcQWbmK2LbtNPz5z5QcfTTlp57qtjU14h9WSeGUKX1bSGP6QLbBtQLYlJb2EPAzXND9QV5LZYzpVbG6OhL19fhKSvAVFSGBAFJY6J7bmTBfo1HCby8nGY+z68Yb9xnPmoxEEKB41kE24b4ZkrrSW1jTXretYGOLjRszgMVqagivWIEUFqHxOKAIe//hfUVF+EpKkGAJvtISfIWFSGEh0Y0bSYbD1N16K4nGxr3trIkEyeYmShYswFeUyxoexgx8XQmuHxCRRmCRqm5JSY/kuUzGmF4S3b6dyIoVJJqaiW9bReCAA9zEDn7/njwaj5MMhdGm5j3BFwXxCS3PPufmDU5tZ62vp2jGdPzDhvXRuzKm73UluH4ab+k3EdkJLMd9uT1MRFakT+JvjOnfolu2EFm9huimzey89lo0GnUbAgEKJ02icPJkAgccQOHkyRROnrxfsAy//Tb1f/nLvu2sDQ0ExowmMGFCb78dY/qVbIPrMOAw73G49/xeXA/hq4GrRWQXsBioxt3d/iXvpTXG5EV002Yia98humkTO6+9loKxY6k6/3zi27cT3bCB6IYNtC5aRPKZZ/bs46+sJOAF2sCkSTT85S/7trO2tiJFhRTNmGFLxZkhL9sl55qA57wHACJSCixgb7A9HDgBNwZWAQuuxvQzqkps0yYia9cS3biJnb/4BQVjxzL2iivwV1TArFn75E80NBDduJHohg3EvOfGRx+FWAwKCva2s8ZiaDhM8LDDkECgj96dMf1HztMfqmoL8B/vAYCIBIH5uGBrjOlHVJXo+vXuznTTZhdYx41j7OWXu8Cagb+ykmBlJcF58/YeJ5Egtm0bIkJgwgRU1U0UMXs2/jKbKMIYyPPcwqoaAl72HsaYfkJVia5dS3TT5j1trG2B1VdeTqKhHpJJ8Be4nsEd3H2K30/hxIl7Xicb6imcNInA6NG98VaMGRBs4n5jBjlNJomsXUts8xaimzez45prCEyYwNjLLsNXVkaitpbAuHEExo4h0dBAbMcOEk2NiAhSVIwUF7c7VjXR1ISvrNwmijAmjQVXYwYxTSaJrF5DrGa7C6xXX703sJaWkqirpXDKFAonT0ZE8A8bRuHkySRDIRJNTSR27iRen/muNhmJQDJJ8cGz9hm6Y4yx4GrMoKWJBJHVq4nV7CC6adPewHr55fiKi0k01FM0axaFY8fut68vGMQXDBIYPdqNc21uJl5fT3znTpJNjYC4wDp/nq3LakwGFlyNGYQ0kSC8ciWJ2lpiaYFVAgGSTU0Uz51LYMSITo8lBQX4KyvxV1ZSNHUqydZW4k1NiAgFw4f3wrsxZuCx4GrMIKPxuFtbtb6O6IaN1Fx9NYUTJjDm8svB54NYlOChC/CXZ1ySuVO+khIKS0ryXGpjBpcuz6gtIqtE5Hsisn9dUjeIyEIRuUlElotIi4hsFJF7RGRGhrxHi8iLItIqIttF5NciYv/tZsjTWIzw229nDqyaxOfzEVyQe2A1xmQnl+UqYrjVcDaKyIMi8kERyceyF98DPgo8CfwP8H/A8cAiETm4LZOILACeAopx68zeBlwA3JuHMhgzYGksRmj5chK7G/cG1okTXWCNx/CVlhGcPw9fMNjXRTVm0OtytbCqHiIi7wbOBT6JWzh9u4jcDvxBVd/JsSy/Aj6jqtG2BBG5F1iKC7zneMlXAbXA8ara7OVbD9wqIieq6tM5nt+YAUujUUJvLSfZ2kJ0497AOvqHP0SjUQJjx7hpCa1XrzG9Iqc7TlV9WVW/BIwDzgPWARcDq0TkaRH5jIh0aa0pVX0pNbB6aauBt4CDAUSkAjgFuLMtsHruBJpxwd6YISUZjRJatoxkqJXYtu2u89K4cYy+5BKIRSk8YBJFBx5ogdWYXtSt6lxVbVXVP6rqMcAs4B5cVe5dwFYRuV5EDsj1+OJm/x4D7PKS5uLutl9PK0cUt2DAobmey5iBKBmJEF66lGQ4THzHTmp++lP8VVWMufhiJB6naOZMiqZOtYn0jell3e4tLCJ+4ExcNfHpuEn7n8Gt8/p14Esi8hlVfSiHw58FTAAu8V6P8563Zci7DTiqg3JWApVpyRP3z2nMwJAMhwktXYomEiTq6qn5yU/wl5cz5gc/AL+PokMOIVBV1dfFNGZIyjm4isgsXEA9GxgN7AB+Adza1u7q9fT9K3AN0KXg6h3/JuBF3J0wQFtPjEwLtIdTtmdyEXB5V8pgTH+VDIUILVuGxhMkGhvZ/uMfI0VFjL70UiQQoNgCqzF9qsvBVUTOBb4IvNtLehLXs/chVY2n5lXVNSJyA65Hb1fOMRb4J1APfEJVk96mkPecqT23OGV7JtcDt6elTQRe6ErZjOlrydZWd8eq7ueaK68EEcZceim+wgDFsw+2wGpMH8vlzvVWYDvwc9xd6vpO8i9n751np0RkGPAoboH296jq9pTNbdXB4/bb0aVtbe+4qtoANKSdK9tiGdMvJFtaCC1ZCj4fGg5Rc+WVaDTKmMsvxxcspmjWLAKjRvV1MY0Z8nIJrh8FHlbVRDaZVfVV4NVs8opIMfAwcCBwkqquTMuyDIgDRwD3p+xXiFu4/c/ZnMeYgSjR3EJ46RLwF5CMRNh+5ZUkmpsZc9ll+CvKKZo+PeM8wcaY3tfl3sKq+mC2gbUrvI5R9+I6JX1CVfdbE1ZVd+Oqoc8WkbKUTWcDZcB9+S6XMf1BormZ0OLFUBBA43FqfvQjEvX1jL74YgLDK93KNhOtf54x/UWnd64i8rlcDqyqd3Zxl1/ieh0/DIwQkc+mbGtW1Qe9ny8BXgKeFZHbcO2m3wIeVdUncymrMf2RqpJsaiK2bRux7TX4SkrQZJKan/yEeE0No77/fQKjRhGYNInCA3Ie8WaM6QHZVAvfjhte05UGSsVN7NAVC7znM7xHqg3AgwCq+qaInAxcDVwHNOLagS/u4vmM6Zc0FiNeV09s00YSLa1IYSH+4cPRSIQdP/0p0Y0bGf3d71I4cQKB8eMptHGsxvQ72QTXE3q8FICqHt+FvC8C7+m50hjT+5ItLcRqaoht3Yomk/hKyyjwev0mIxF2/PznRNasYdQ3v0nR1CkUjB5N0bRpFliN6Yc6Da6q+lxvFMSYoUgTCRK7dxPdtIlkQwMUBPCVV+yZqlBjMSKrV9Pwt78RXr6ckd/4BsUHHYi/qsrNFezLx5oZxph8s/VcjekDyXCY+M6dxDZtIhmP4wuW4K8aiaoS27qVcHU1oSVLCL/1FhoOg99P1Ze/THDuXPzDKii2uYKN6ddyCq4ichRuasOZQBX7t8eqqk7vZtmMGZSi27cTXbUa9Qn+snKkpYXWN94gvHgxoSVLSNTWAlAwdixlxx1H8bx5FM+ZA4k4vpISimfNQgrse7Ex/VkuMzR9Dvgjbl3XVcDGfBfKmMFIk0mi69cTWb+e2NZthJctI7x4MdF16wDwlZZSPHcuwY9/nOJ58wiMGbNnv2RzE77iYoKzZyOBQF++DWNMFnL5+nsJsBI4WVXbnRHJGLOXxmKEV64iunUL9XfeRej118Hvp+igg6j81KcIzptH4XRX2aPRKBqJEK+rQwTw+fBXVro21sLCvn0jxpis5BJcJwPfscBqTHaSoRDh5cuJbtzErptvJrZlC8M/9znKTjwR8flIRiIISqJxN+L3468Yhn/cWHylpfiCQaSoyHoEGzPA5BJcN5N54nxjTJpEYyOhZcsIr1xF7U03ATD629+mcPp0RBV/WSmBiRPwl5QgwSBSWGiB1JhBIJfg+jvgLBG5riemQTRmsIjV1BBeuZKWl/5L/Z13Ehg/nqoLv07h2LEUH3II/rKyzg9ijBmQspn+8L1pSa8DHwNeFZGbgHXAfkFWVZ/PSwmNGWBUleiGDUTeeYfdDzxI85NPEjzsMEac83kKRo2mePbB+Iqs8seYwSybO9dncdMZpmqrt7qtnW0K2CA8M+RoPE5kzRrCa96h7g9/ILJ8ORUf+hDl7zudwOjRFM+cab19jRkCsgmuX+jxUhgzCCTDYcJvryC84m1qf/s74vX1VH396wTnHELhpEluDmCbUcmYISGb6Q/v6I2CGDOQJZqaCC97i5Y336Tu1lvxBYOMvewyCkaNpGjGDAITJlhHJWOGEJvmxZgsqSoai6HRGBqLkoxGSba0oK0hYrW1ND/xBLv/9jcKZ8xg5EUX4SsMUDx7NoGRI/u66MaYXpbLDE1/AG5R1Vfa2X4k8GVV/WJ3C2dMb9NEAg2HXeCMRtHWVpItrSRDIZLhMGhKFwOfgPhINjfTcM89tP73v5QeeyzDP/c5xOcjOHcO/oqKvnszxpg+k8ud6znAk0DG4ApMBT4PWHA1/ZrGYiTDYZKhEImmJpINDSRbQ6BJFEFRNBQmuXs3iYYG4g0NJGprSezaRby2lnhtLYm6OkgkQIThn/0spSccj6+wkOAhh+ArKenrt2iM6SM9US1cipt32Jh+QVXRSAQNh0m0tpJsbCSxezcaiZCMRIjv2Em8ro5EXR3xHTuI19QQ9wIosbQ/5YICCqqq8FdVUXzwwe7nka5dtWDEcHxlZRQffDA+m6bQmCEtq+AqIgcAU1KSZmUY/wowAvgKsKb7RTMmN6qKtraSaG4hUV9HZONG4lu3Et+xg9jOXe7uc+dOYjU1JBsb99nXV1FBwZgxFE2fTsm73rUneBZUVVEwciS+8nLE50OTSUgmQdWbWL+ZglGj3Py/tmKNMUNetp8CXwAux41fVdzk/ZdkyCdAEhu+Y3qRJpMkW0MkWppJ1tYS3bqNyIoVhFesILJqFbGNKQs3ieCvqiIwdiwlCxdSMHYsBaNHUzByJP6qKnwFBa5aWEF8giaVPZ18EwmSuxvctgI/4vcjBQWI30/R1CkEJk60oTbGGCD74PogsB4XPP8A/B/w37Q8CjQDr6nqpjyVz5j9uGDaSqKpiURtHfGdOwivWUN05UrCK1a6JdwSCQgEKD7oIEo++UkKJ03CX1WFv7ISX2DfP3spCCDB4j0T5fuKi8Hvgic+P+IT91rcMz6fDasxxnQoq+CqqouBxQAiMhn4u6ou68mCGdNGYzHX6aixkXh9PYm6eqIbNhBesYLoqlVEVq1Co1Hw+SicNo2KD3yAopkz3aQNRYX4CgL4ysuQYHBP8JRAYO/Db5OJGWPyq8uNQ6p6ZU8UxJg2beNHk42NxGtriW3dSnTdOrfI+IaNRNauRVtbAQhMnEjpccdRdOBMimYeiL+0FF9ZKQUjRuCrqMBXUmLz+Bpjel1OPS9E5Cjg68BMoIq9cw23UVWd3s2ymUFOVSGRQKNRkqEQ8YYGYlu2EF65iti6dUQ3bCC6fj2J2lq3g89HYNIkShYupGjmTIpnHYR/xAgKKivxVVXhLylx659ahyJjTB/LZRKJzwF/xA23WQVs7HiPLh17HPA/wLuAI4Ay4ARVfTZD3jOBK4DZwA7g98BPVTWer/KYrlNVNBRykzHE464TUDwOkQiJUIhEfQOJhgaSuxuINzWjoVaSu3cTXb+eyPoNxLdu3TNRQ8Ho0RRNn07gpJMomjqVwJTJrvduWRn+YcPwlZQgxcXW/mmM6Xdy+Yp/CbASOFlVt+a5PAcB38MN5VkCHJ0pk4i8D9fJ6mngQmAucBkw0nttepkmk0S3baPhzrsIvbUMbQ25WY28h4ZCrl20Hb7ycgqnTKHk8MMpmjGD4rlzKRw/Dl9pKVJUhK+oCLGxo8aYASKX4DoZ+E4PBFaAN4CRqlorIh8GHmgn3y+ARcBpbQu2i0gjcLGI3KCqq3ugbCYDTSaJbtlC3R//SOMj/yTZ2Ih/5Ej85eX4gkH8I0bgKwniKw4iJUF8JaX4ysvxV5S7PMOHExg5ksDkyfiKivEVFdqSbMaYAS+X4LoZ6JEeIqra1FkeEZmNqwq+oC2wem7G3VV/DPh5T5TP7KXJJJENG6j7wx9o+tejJFtaKDroICq/cSFlp5yCr60Xrr9gz5hQ/H4bB2qMGRJyCa6/A84SkevSgltvOdR7fj01UVW3isjmlO2mB2gySWTtWmpvu42mxx5HQyGK58xh2Kc+xbBTTsZXUWFtoMaYIS+X4PoG7u7wVRG5CVgH7BdkVfX5bpatPeO8520Ztm0DxmfaSUQqgcq05Il5K9Ugp4kE4VWrqL31VpqfehqNRAgeeijDP3sWZccdh7+srK+LaIwx/UYuwfWplJ9vw83MlEq8tJ4amR/0niMZtoWB9pYiuQg3haPpAk0kCC9/m13/dwvNzz4H8TglCxcy/HOfo+zoo2zlF2OMySCX4NrX8waHvOdM7b7FKdvTXQ/cnpY2EXghL6UaZFSVyDvvsPO661xQVaX06KMY8YUvUHL44W6KQGOMMRnlMkPTHT1RkC5oqw4ex/5Vw+OAlzLtpKoNQENqmrUNZhbbuYudN95I40MPorE4pe89lqrzzqNk3jwbDmOMMVkYiFPZVHvPRwBvtiWKyHjcnWj1/ruYbCRaW6n94x+pv+NOko2NBA8/jJEXXkjp4Yfb8BhjjOmCXKc/LAW+C3wEmOYlrwXuB65V1Zb8FG9/qvqWiKwAzheR36f0WP4Kbrm7v/fUuQerZDzO7n88zK7f/Ib41q0UTpvGqCuuoPzkk+xO1RhjcpDL9IcjcO2UBwM7cZM5AByImyXpEyJyrKrW5VIgEbnU+/Fg7/lsETkGaFDV33hp3wH+ATwmIvcCc3BzHd+iqqtyOe9QpKq0vPIKO66+hsjbb1MwahSjf/ADKj/5CfzWpmqMMTnL5c71R8As9gazthmS/MD5wI24OX+/kWOZfpz2+ove8wbgNwCq+oiIfBTX+/dGXJD/SYZ9TTsia9ZQc/XVtLzwIr6yMqrOP5+q887FX1HR10UzxpgBL5fgeiZwm6renJroBdnfisihwIfJMbiqala9jFT1Qdz8wkNaMhyGZBJSO2eld9RKeZ1oaGDnDTey+6GHQIRhH/0Io77xPwTGjumlEhtjzOCXS3Adw96q4EzeBD6fW3FMNjSZJPz229Tdfgct//mPmxA/mXRLuKU89rxOJvemA4hQeuyxjP7OdyieOaNv34wxxgxCuQTXGjqeYvBQL4/Js2QkQuPjj1N/992EFy8BEUoOPxz/qFHgEzdvrwiIIOIDn3ivfW6bT8Dno+K00yg98si+fjvGGDNo5RJcHwYuEJE3gVtVNQkgIj7gPFwb6S35K6KJ1dRQf8897L7/AeI1NfjKy6n89KcZcc7nKTrggL4unjHGmDS5BNfLgFNwq9BcKSIrvfSDgFG4tVhtmsFu0mSS0OLF1N1xJ83PPINGIhROn8bo8y6h8uMfwx8Mdn4QY4wxfSKXGZpqReQI3KLmHwYWepvW4uYavkZVG/NWwiEmGQ6z+5FHqP/zX4gsXw4FBZQdcwzDz/k8pe96l80qZYwxA0BOk0h4wfMS72HyIBmJUHfHHdTdcSeJ2lr8w4cz4gtfYPjZn6VwfMaFfowxxvRTA3H6w0FFVWn897/Z+ctfEtu8hcLp0xl10f8w7IwzbHJ8Y4wZoLIKriLydBePq6p6Ug7lGVJaFy+m5mc/I1y9GP/IkYz90Y8Y9vGP4fP5+rpoxhhjuiHbO9fjgRgQzTJ/+hqvJkV06zZ2XHsNTY89jhQVUXXB+VR9+cvWSckYYwaJbINrHLcI+pPAH4FH2obgmOwlWlrYdfNvqb/7bjQapeID72fUt79N4RibHckYYwaTbIPrBOBzwDnAA8AOEbkT+IOqruxoRwPJZJKGv/6VXTf+hkRtLcEjjmDMDy4mOHt2XxfNGGNMD8iqcU9Vd6rqL1V1LnAU8BBukv7lIvJfETlPRMp6sqADVfN//sO6M8+k5oor8ZWWMvGm3zDlT3dZYDXGmEEsl3GurwKvishFwMeAL+BmZLpORL6iqn/KbxF7nibzU8OtqkQ3bqL1tdcIvfEGocWLia5di69yGKN/8AOGf+bT+Aqsg7Yxxgx2OX/Sq2oYuFtE1uMWKT+ZvQunDyjrP/0ZZPp0CqdNpWjmgRQfOJOigw7CP3x4h5M2JENhWhcvJvT667S+8QaRlStJ1HnL2BYUUDRtGiPOPZeRF1yAv6K8l96NMcaYvpZTcBWRcbiVb84BZgJbgZ/hOjsNOIHx44lt3UqoutqtIOPxDx9OYMIECqdNo+jAmRTNnEmirp7WN98gXL2YyLp1EI+7vCNGUHTwLEoOP5ySww8nOH++jVM1xpghSlSzGzUjIgHgQ7hq4FOBBPAPXEB9bCD2HhaRKcC6devWMWXKFJItLUTWrSOyerV7vPMOsQ0biW3bhkYie3csKKBwyhSC8+e5QLpwIUWTJvXV2zDGGJMn69evZ+rUqQBTVXV9rsfJdhKJG4DPAMOBpcC3gD+pal2uJ+6PfKWlBOfMIThnzj7pyXic2KZNRFavxldeQfDQBfjtrtQYY0w7sq0W/joQAv6CWwy9ADing/ZIVdXrul+8/sFXUEDR1KkUuW8zxhhjTIe60uYaxN29fiaLvAoMmuBqjDHGdEW2wfWEHi2FMcYYM4hkFVxV9bmeLogxxhgzWNjyK8YYY0yeWXA1xhhj8mzABlcRKRKRq0Vkq4iERORlEbE1ZI0xxvS5ARtcgduB/wX+BPwPbgrGR0XkqL4slDHGGDMgZ5EXkSOBTwH/q6rXe2l3AsuAq4H39l3pjDHGDHUD9c7140AMuK0twVtI4PfAMd7cx8YYY0yfGJB3rsChwApVbU5LfxUQYAGwLXWDiFQClWn5JwNs3ry5J8pojDFmgEmJB/7uHGegBtdxwJYM6W0BdXyGbRcBl2c62LHHHpufUhljjBksZgLv5LrzQA2uQSCSIT2csj3d9bhOUKmmAU8BxwEb81Q20zUTgReAYwGrQug7dh36B7sOfe8A4DlgbXcOMlCDawgoypBenLJ9H6raADSkpqUsPLCxO0sLmdylXIPNdg36jl2H/sGuQ99LuQbR7hxnoHZo2oarGk7Xlra1F8tijDHG7GOgBtdqYJaIlKWlv8t7Xty7xTHGGGP2GqjB9W9AADivLUFEioAvAP9RVbtzNcYY02cGZJurqr4iIvcB13hjWt8BPo8bWnNOFw7VAFxJWlus6VUN2DXoDxqw69AfNGDXoa81kIdrIKqaj8L0OhEpBn4MfBYYDiwBfqCqT/ZpwYwxxgx5Aza4GmOMMf3VQG1zNcYYY/otC67GGGNMng3J4GprwfYeEVkoIjeJyHIRaRGRjSJyj4jMyJD3aBF5UURaRWS7iPxaREr6otyDnYh8V0RURKozbLPr0IO8/4l/iki9iDSLyGIROSctz5ki8qaIhL3/mctFZEB2QO2PRGSmiNwrIpu9z6XlIvJ9b9RJar6c/xeG6sW6HfgYbkrENbgexo+KyHGq+t++K9ag9D3gPcB9uE5nY4GvA4tE5EhVfRtARBbgpqJ8C/gmbhq4b+OmqDyj94s9eInIWOBSoCXDtgXYdegxIvI+4CHgWeCHuNW9DgQmpeV5EHgauBCYC1wGjPRem24QkQm4RV52A78B6nDTTf4MOAQ428u3gO78L6jqkHoARwIKXJSSVowLss/3dfkG2wM4GihMS5uJmwf69pS0f+HmUi1LSTvPu1Yn9vX7GEwP3JfLp3Ef8NVp2+w69NzvfRhQA/y6k3xvAW8A/pS0nwAJYGZfv4+B/sB94VfgkLT0v+G+7AS81936XxiK1cK2FmwvUtWXVDWalrYa9wFyMICIVACnAHfqvssI3gk0A5/speIOeiJyJG742jczbLPr0LM+g1v28jIAESmXlIlsvbTZwGzgFlVNpGy6GdeM97HeKeqgVuE916Slb8fFhkQ+/heGYnDNZi1Y04O8D5QxwC4vaS6uieL11HxeUK7GXTPTTd7v/UbgDlWtzpDFrkPPOhlYAbxfRDYBjUCdiPxcRNrWDm37Hadfg624uyi7Bt33nPf8exGZLyKTROQsXPPg1aqaJA//C0MxuI4jbSF1T0drwZr8OguYAPzVe91WW9DedbFrkh+fw90VXdrOdrsOPWsGrm31dvb2+3gAV035Sy+PXYMepqqP49q7T8EFyo3An3CB9UovW7evw1Ds0JTLWrAmT0RkFnAT8CJwl5fc9jtv77rYNekmESkHfg78XFUzfWCAXYeeVoabTe77qnq1l3a/twDJV0XkJ3R+DazXdn6sw/U5eACoBT4AXCkiO1X1d+Thf2EoBtcurwVr8sPrpfpPoB74hFf9Ant/5+1dF7sm3Xcpbn3KX3WQx65Dz2r7/f0lLf1u4BO4zpZ2DXqYiHwKuAU4UPcu8nK/iPiAX4jIveThOgzFamFbC7YPiMgw4FFcj8nTVHV7yua2O6n2rotdk27wOuldhKsxGCMiU0RkCu5DotB7PRy7Dj2t7feb3pGm7bVdg97xVeAN3X/1tH8ApcB88nAdhmJwrcbWgu1V3iILD+PG831QVVemZVkGxIEj0vYrxHUwq+75Ug5qY4BC4GpcdVjb4124HtvrcO1+dh161hve84S09Ine8072/o7Tr8F4L181prvGAP4M6QHvuYA8/C8MxeBqa8H2Iq8X5L3AUbiq4JfT86jqbuBJ4Oy0Lz1n49qp7uuNsg5i64CPZHi8Baz3fr7TrkOPa/v9nduW4PXgPg83ocfLqvoWrkfx+Sk9iAG+AiSBv/dSWQezVcARIjI9Lf3TuLHES/LxvzAkV8URkb8CHwauY+9asAuBE1T1P31YtEFHRK4H/gd35/rXtM3Nqvqgl+8w4CXcN8bbcN/SvwU8o6rv763yDiUi8ixQqaoLUtLsOvQgEbkD9wH9e+BNXEeaDwDfVdVrvTwfxFVRPo37YjoHN6vZLar61b4o92AiIu/F/W53sXeGpg8C7wN+p6pf8fJ173+hr2fL6KMZOoqBa3H16mHcGNeT+7pcg/GB65Gn7TzWp+U9BvgPrrNADXADUNrX72GwPsgwQ5Ndhx7/nRfi1qHeiOtgtgK4IEO+DwOLvM+nTbjFuwv6uvyD5YHrPPYvLwZEgZXA90mZFcvLl/P/wpC8czXGGGN60lBsczXGGGN6lAVXY4wxJs8suBpjjDF5ZsHVGGOMyTMLrsYYY0yeWXA1xhhj8syCqzHGGJNnFlzNgCAiV4iIehPOmwFORNZ7M0QNiOPmm7dYgqY8bkvbriJyey+WJ5xSlmd767yDmQXXIU5Ejk/7J1fvH22tiPxRRA7OsE9q3qSINHn5HxCRL4iIrfvpEZEPi8gVXdznIhE5p2dKZPqZB3DTId7WWcYe9gWvHLv6uByDxlBcz9Vk9hfcdGDgFgKeh5tQ/GMiMldVN6TlrwZ+6f1cAhwAnAr8AbhERD6mqrbCkJvG7vPAFV3Y5yLchPq357swpt9Zoqp/6utCqOpfALwF200eWHA1bd5M/ycXkdXAr4GP4hY5SLUlw4fCpSLyCdziz4+KyCGqWt9jJTYDirfKS5GqtvZ1WYzpaVYtbDrStvxeNNsdVPU+4BrcgsJfy2YfEakQkZ+KyNtelXStiLwoIp/KYt8pInKXiNSISERE3hGRq0SkJC3fCBG5ztvedo43ROQ7GY75/7zzN4lIq4i8IiIfz5DvAyLynIjsEpGQiGwUkftF5EBv+7O4u9b0qvRzOng/CkwGjkvbZ0pKng+LyH9EpEVEmr2fP9TZ78rbd52IPJeWdrF3jofS0q/20sekpI0UkZtEZJOIRL3nm0SkKm3fc7x9TxaRH4rIO7hJ6D/ZQdmmishKEdkqIvO9tLa29kNE5AYR2e79rl8RkZOyfM+nisi9XtNFSEQaRORxETmunfwzvCaRzd573CoiD4nI4Wn5jvCaQnZ5f3srReQSEemRmxYROcx7/8tF5AAv7Xbv91Pl/bzL+7t9UETGennOT/nfWpHt34rpHrtzNW1KRGSk93MQt8zVT3FtMF1dQ/I24BLcUlodVjOJSCXwInAIbq3d3+IWMj4UtwzUPR3sOxm3otEw4GZgNXA8cDHwHhE5SVXjXvb7gPcCvwOWeO/xYC//tSnH/IlX9n8DP8StofkR4D4R+bqq3uTlOw63LNgy4GdAAzAeOBmYgVsz8qe4L7DH4tqz2rzUwa/kbFwtwS5v/zY7vfN+FbgJt5rKj7xt5wAPisgFqvp/HRwb3FJbnxWRoKqGvLSTvPd5nIj4VTXhpZ8ILFfVGu/cw7yyz8BV/7+Ju05fAU4UkSNVtSntfL/ArZ98K9CIW31kP+KW9/oXUA8claEZ4k7cWptXA+XABcC/ReR9qvpkJ+/5HGCEd4zNuMXKzwOeEpETVPWFlHIcATzllfn3uOs7AjgOOBpvwXMR+QBwP7AG1zxSh1uz+Ee4xbQ/0UmZukRETsP9fywBzlDVurQs//be22W46/MN4AERuR8433svYS/9byJyoKquy2cZTZq+XvrHHn37wAWX9paEewuYlWEfBR7p5LiNQG0W57/ZO975Gbb5Un6+wss3JSXtbi/t/Wn7Xeuln+u9Hua9vrmTshzm5bsqw7YHvfdU7r3+lZd3dCfHvN39m3XpmqwHns2QPhxoxn2gV6SkV+DWJW7Crc/a0bHP8sp9ive6CGgF7vLSj0z5ncWBG1P2/amX56tpx/yal/7jlLRzvLSVQElH7xE4xSv7S0BVWr626/4KUJiSPtH7Xbzd2e+ODEuEAWNwX2D+lZImuGAaBua19/eIW7JyO/A8acvAAf/rlff4Tq7DFC/fFe1sV+B27+ezcbVHDwLBTH9fwE1p6W1/nxvT/lbmeek/68rfnj26/rBqYdPm/3AfcqcAZwDfA0YC//LuELuqEfeh3y4R8QGfwn1A7nfHparJTvY9E1ikqv9K2/wz9t5xgluLMQK8SzoeytMWeO7wqj/3PHB3qeW4uxOA3d7zx3qqGjCDU4BS4AZVbWxL9H6+ASjD3Tl35Gnv+UTv+SjcXfw1uPfUVtV6HK4G4emUfT+Cu4NOv1a3eOkfYX+/1Q7aWEXks8A/vfOcpKq17WS9TlX3NE+o6mbcl6tZkqFHeypVbUk5X5lXhZ3ABex3pWRdgKtB+aOqLslwnLa/x1NwwfmPQGXa30nb3+KpHZUpWyLyfeAOXE3Bx3RvbUO669Net92N35n2t7IE9785Mx/lM+2zamHTZrXuW732iNc29zKuKq7T9s80Fbh/4o6MxN2N/buLxwYYhQsmb6VvUNU6EdkGTPNeR0XkIlznrHUishz3Yf6gqj6VsuvBuLuXFR2ct6398TfAh3B33leLyIve+/iLqu7M4f1kY6r3vN97Tkmb1tEBVHWbiKxgb3A9Ediuqku9630i7svJibgvKM+mnf913VvV3nbMuIiswt35p1vVQXEOx1XVPwZ8VPdWR2fydoa05d7ztHa2AyAi03F33acBlWmbUxe0bgs4izooB7i/E3ABrz1jOtiWrY/ivtDdqqpf7iTv2rTXbR0JM1X91gNVGdJNHllwNe1S1VdEZDd7P4iz4t0dlgP/7Yly5UJVf+d12PkA7q7s48DXReReVW374iC4D9v34e5sMnnLO16tiCzEtaeeggsS1wFXisj7VbXfvPcMngYu8NpQTwSeSUn/mYgUeenV2v3e3h31DF4NxIATgNNxd7B5JSJluOrbUtzd3VJcFXQS1zbfpb/ttsN6z9/BDUnLZGs76V3xKq76+OMi8n+q+np7GTv4YtJeurSTbvLEgqvpTAGuXa4rzvOeO/uw3IX7Fj2/q4XCVUM24arx9iEiw3G9latT01V1G66z1W3ihoXcBXxaRH6pqq/hPuxPBzaqart3QinHS+Du7J71zjsP1+HlUlwQh33vjLLV3j5tdyeH4DrdpJqdlqcjTwNfxZXxSFz1Jt4xg7jq9jnsHcecev6DRKQg9e7VqxY/MMtzp2r0zvVv4H4R+aSqPtRO3oOB9HHT2bznk3Adzb6oqn9M3SD7j+lsu8te0Em5V3vPLdp5Z6ru2Izrbf408KSInK6qL/fg+UweWZuraZeItLXxvdGFfT4BfBf3zf2mjvJ6bVh/AWaLyLkZjtXut2tv34eBQ0Xk9LTN38f9bT/gHadE0obmeIGxrV1thPd8l/d8lRd808uzz5CUDMVagWvfHZGS1uzlH5Ehf3ua047R5gmgBbhQRMpTylIOXOjt90QWx38GF8AvxfWKfRpAVZcBO3CdiIR921vBdagZxd4vT22+5KU/kMW59+G1B56Ka/+8T0Q+1k7W/xWRwrYXIjIR+AywspMvQm13bvv8LYnIqezb3goueL8FfFFEMn1pazvGY7jf0/czXVcRCaZen+5Q1S24mpatwOMi8p58HNf0PLtzNW0O8zqXgLtTPQTXhT+G+xBONyElf5C9MzQdievN+lFVbcjivJfiquZu8z7wXsR9EB6K+/s8u4N9f4Crkn1QRG72zvte4P/hqgLv8PIdCDwnIg/geoPW4+6EvoJrk3oBQFVfEzdV4RVAtYjch/tQG4drH3w/0PYBf6v3Af84sMH7Hfw/XHX4nSllfBn4OnCziPwT9/t8RTseBvEycK6I/BjXlpgEHlbVBhH5Lu5Lyyuyd+7Zc3DDLy5Q1d0ZjrcPr016Me4ObX1aWZ7x3keMvZ1i2lyDG2Jykzd0ZhHuOp2L6xV8TWfnbqc8zSLyPtyXpXtE5LOqem9atgLgBRH5C+53/GXc7/wbnRz+RVzP3l96zRWbce/7bFwV8dyUcqiIfAF3B/+qiLQNxanEBbh/43pPt4jI53BfNlaKyB9wf3uVwCxcW+lH2Le9Omequl1EjgeexA0/+qCqPtfxXqbP9XV3ZXv07YPMQ3ESuG/m9wMLM+yTnr8ZF6QeBL5I2nCBLMpQiftgXoMbclCL+2D/ZEqeK0gbiuOlT8Xdce7w9l0LXEXK8A9c543rcNXEDbi7yzW4NrhxGcrzAdzdSR2ul/Em4FHgyyl5PorrQbzZy7MTeA7XozP1WD7cWM/N3u9VgXM6+X2Mxo0trsMF1vQhSB/BDVtp8R4vAR/u4u/8l95xf5+W/iUv/T/t7DcK14lrMy4Ab8YF+5Fp+c6hgyEpZB4yE/R+73HgrLTrfghwIy5QhnHtkadkedx5uMBYj2tKeBbXVn47GYZJAQcBf/LOFcV9wXoQOCwt3xwv3xYvX413LX4IjOjk9z+FLIfipP0dL/Ku+UleWnvv4fj2/tYy/Y6y2WaPrj3E+4UaY0y/49UkXA5MVdX1fVua/PHuotfhxmRfA4RVtbkPy1OFqzF6E1irqsf3VVkGC2tzNcaYvvMdXK3H9X1cji1eOSb1cTkGDWtzNcaY3rcd11+gzZa+KojnfbhJQ2DvGFnTDRZcjTGml6lqGNdBqV9Q1Wc6z2W6wtpcjTHGmDyzNldjjDEmzyy4GmOMMXlmwdUYY4zJMwuuxhhjTJ5ZcDXGGGPyzIKrMcYYk2f/H2gF6DGLVPbWAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='rog_home',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'Monthly $ROG_{home}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,60],\n", + " scatterkws={'alpha': .0},\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'rogHome_vs_cbd_scatterLine_users_cbd_closest.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "405e359e-3dea-4bc3-bd34-0c4ff34c6538", + "metadata": {}, + "source": [ + "### Daily ROG\n", + "\n", + "We compute the per-user-day average ROG." + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "b83c9bdd-d8f7-4ca7-be8d-bc8ad598d4c8", + "metadata": {}, + "outputs": [], + "source": [ + "for c in perAreaDailyROG.columns:\n", + " if c in gdf_aoi_grid_landuse:\n", + " del gdf_aoi_grid_landuse[c]\n", + " \n", + "gdf_aoi_grid_landuse = pd.merge(gdf_aoi_grid_landuse,\n", + " perAreaDailyROG.reset_index(),\n", + " on=zidColName,\n", + " how='left')\n", + "\n", + "for c in perAreaDailyROG.columns:\n", + " gdf_aoi_grid_landuse[c].fillna(.0, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "6554cfce-d9bc-4694-9988-28e3ffe8aacf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+neSSkfJrh++vT3l/kqR1Nu3geA64CLhjuSDJFuA24HBVtT7i8NGxktSusWe+kjw4/PLK4fvNSa4DjlfVAYCqeiXJs8CjSWaAt4BbgcsZzD20rqrmgflhm+cwPCRpqpqcMvHwyPe3D9/fAQ6sKL9lWPcW4DIGtyj5UlUdnrSRTSSZx3tbSVJrxg6O4WTzOPVOAfcOX+vOEYfUH3MPPH9O63s6cDs2/PM4JEkbi8EhSWqkd8HhWVWS1K7eBYcXAEpSu3oXHJKkdvUuODxUJUnt6l1weKhKktrVu+CQJLXL4JAkNWJwSJIa6V1wODkuSe3qXXA4OS5J7epdcEiS2mVwSJIaMTgkSY0YHJKkRnoXHJ5VJUnt6l1weFaVJLWrd8EhSWqXwSFJasTgkCQ1YnBIkhoxOCRJjRgckqRGLuy6AdOWZB54qOt2SIK5B57vuglqQe9GHF7HIUnt6l1wSJLaZXBIkhoxOCRJjRgckqRGDA5JUiMGhySpEYNDktRI7y4AHHEBwJEjRyZaeWlpiQ9/2vcu2riWlj60/zvUh/5fXFzsugkTW1pa6qz9K/7NvGC15amq9WvNOktyHXCo63ZI0nnq+qr689HCvgfHFuCzDMJj9Cryt89SNjtc73pgsiHLZFZrV9vbGKf+2eqstbxJuf0/eR37f/Jt2P8fbcMFwAzw3ap6f7RSr4NjWZIa3oJk7LIkcww7saoWu2xr29sYp/7Z6qy1vEm5/T95Hft/8m3Y/2du12qcHJckNbJZguNr51C23qbRhqbbGKf+2eqstbxJuf0/eR37f/Jt2P9/Z6w2bIpDVZPoaqioAfu/W/Z/tzZ6/2+WEcckjjNI3+PdNmPTOo7936Xj2P9dOs4G7n9HHJKkRhxxSJIaMTimLMnXkvwwyekkN3Xdnj5L8k+S/GmSnyf5QZLPdd2mzcTf9e4k2ZLkD5IcSfLTJC8m+c312r/BMX0/AvYAr3bdkE3g94G/Aj4GfB34H8OLPrU+/F3vzoUMfvc/B/w68MfAH63Xzp3jaEmSl4Dfr6pvdt2WPkryq8BPgH9aVUvDsjeBPVX1Z502bpPxd717Sf4BcAr4x1X1k7b319sRR5KZJHuHQ7gTSSrJjjXqbkmyL8nRJCeTvJzkhvVtcb+18Hl8Cji+HBpD3wc+085PcH7z76Fb69D/24G/WY/QgB4HB3AFcD+De768cZa6TwN3A88wGHqfBl5Isr3NBm4y0/48/iHws5H1fgZcMo3G9pB/D91qrf+TXAo8AXx1Sm09u6rq5Qv4VeBjw6+/AhSwY5V61wyX3bWibCvwl8D/Gqn70rDuaq97Vql7U9f9sFFe0/48gH8OLI2s+yxwd9c/60Z8tfH3sGK5v+sd9f9w2f8E/vN6/jy9HXFU1Ykab9h2I/AB8OSKdU8BTwHXJZlZUb6jqrLG6/em/kP0SAufx4+Ay5JsW7HuPwN+OKUm90obfw8aXxv9n+QC4JvAXwP3TLfFZ9bb4GjgauDNqnpvpPxVIMBVTTaW5KIkWxn07UVJtiaxn8c31udRVSeAPwH+07CPbwZ+jcH/fjW5sf8e/F1vRZN/j77BYMRxWw2HH+vFD3lwz/ljq5Qvl32i4fa+AZxkcB/9Pxx+/VsTt27zafJ5/HsGk+T/B3gA+J1a5dkBaqRJ//u7Pn1j9X+Sy4HbgN8G/m+S94av69ejkef3cyGn42JgtX9sTq1YPraq2g3sPrcmbWpjfx41OKPqi+vRqE2kSf/vxt/1aRur/6vqHQYjkE444hj8L2m1i8a2rliu9ePn0S37v1vnRf8bHIMh4GoTfstlR9exLfLz6Jr9363zov8NDngN+HSS0fP/rx2+v76+zdn0XsPPo0uvYf936TXOg/43OOA54CLgjuWC4f2ObgMOV9WGSPhNxM+jW/Z/t86L/u/15HiSB4dfXjl8vznJdQxuVXEAoKpeSfIs8OjwHOm3gFuBy3Hib6r8PLpl/3erT/3f65scJlnrh3unquZW1NsKPAz8LnAZg1sCfLWqvt16IzcRP49u2f/d6lP/9zo4JEnT5xyHJKkRg0OS1IjBIUlqxOCQJDVicEiSGjE4JEmNGBySpEYMDklSIwaHJKkRg0OS1IjBIUlq5P8DWWetIV+aOtwAAAAASUVORK5CYII=\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "gdf_aoi_grid_landuse['rog_mean'].hist(bins=np.geomspace(.1,150,20),\n", + " density=True)\n", + "plt.loglog();" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "818b8c2f-0227-4d96-a373-6869f03b3f2f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "gdf_aoi_grid_landuse.query('rog_mean>0 & rog_count > 100').plot('rog_mean',\n", + " vmin=.0, vmax=5.,\n", + " legend=True, ax=ax,\n", + " legend_kwds={'label': r'Daily ROG [km]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'daily_rog_map.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "6a56224b-4565-460f-b5eb-3f1b9c3b5ece", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='rog_mean',\n", + " data=gdf_aoi_grid_landuse.query('rog_mean>0 & rog_count > 100'),\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.1},\n", + " order=1,\n", + ")\n", + "plt.ylim(0,5)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'daily_rog_vs_cbd.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "8f51a3b4-55f9-49db-8b51-485ce27d5d59", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse.query('rog_mean>0 & rog_count > 200')\\\n", + " .copy(deep=True)\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog_mean',\n", + " xlabel='CBD [km]',\n", + " ylabel='Daily ROG [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,15],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'daily_rog_vs_cbd_scatterLine.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "43780cfd-9501-45f0-b562-7b07f514c9c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='rog',\n", + " xlabel='CBD [km]',\n", + " ylabel='Daily ROG [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,15],\n", + " doScatter=False,\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'daily_rog_vs_cbd_scatterLine_user_cbd.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "655dc68b-e934-4f90-adee-767a2d84ede8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='rog',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel='Daily ROG [km]',\n", + " xlim=[0,80],\n", + " ylim=[0,15],\n", + " doScatter=False,\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'daily_rog_vs_cbd_scatterLine_user_cbd_closest.pdf'))" + ] + }, + { + "cell_type": "markdown", + "id": "374c7da5-38bc-4f9c-94a8-e445d099a06a", + "metadata": {}, + "source": [ + "### Daily total traveled distance\n", + "\n", + "We compute the per-user-day total travel distance." + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "id": "68fa7394-f452-4ac3-8d0d-ea35c338439f", + "metadata": {}, + "outputs": [], + "source": [ + "for c in perAreaDailyTTD.columns:\n", + " if c in gdf_aoi_grid_landuse:\n", + " del gdf_aoi_grid_landuse[c]\n", + " \n", + "gdf_aoi_grid_landuse = pd.merge(gdf_aoi_grid_landuse,\n", + " perAreaDailyTTD.reset_index(),\n", + " on=zidColName,\n", + " how='left')\n", + "\n", + "for c in perAreaDailyTTD.columns:\n", + " gdf_aoi_grid_landuse[c].fillna(.0, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "id": "37be926e-734c-4ac7-aeca-6f7156ba4b06", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "gdf_aoi_grid_landuse['ttd_mean'].hist(bins=np.geomspace(.1,150,20),\n", + " density=True)\n", + "plt.loglog();" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "id": "311a5c16-4e9a-4606-abff-fe6015fea0ae", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "gdf_aoi_grid_landuse.query('ttd_mean>0 & ttd_count > 100').plot('ttd_mean', vmin=1, vmax=50,\n", + " legend=True, ax=ax,\n", + " legend_kwds={'label': r'$TTD$ [km]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'ttd_map.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "adabf561-8ba6-4470-937f-6eff7f71f0ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='ttd_mean',\n", + " data=gdf_aoi_grid_landuse.query('ttd_mean>0 & ttd_count > 100'),\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.1},\n", + " order=1,\n", + ")\n", + "plt.ylim(0,100)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'ttd_vs_cbd.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "id": "28b3e11c-6433-4e87-9a26-caeb7472844e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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8cpAdCiFS4CuBt4QQnjri+Fq0OHGc9er8oJPRQcPH58FbPG8YlpaNUUXl4n1PtGS1m+7rvt+O1/M4w8K3Q3rjpLHbFf4J4LMPsc+l+m9fcqgRtWhxirgVZSsPEz5Otdy3V3e7o5oRxGhgrGdU2n3f99vpeh63Xvrtkt44Sey2vBPAC4UQn3PAfa6wOxO6RYtzg/O2Ot+P59GGO48GHwLOx/trXJhebx/Coe77rUwiOs6w8Ox1SHT7fO6GveIq317/OwgEsayoRYtzj7NanS/KLx4k5H07hjtPC1IIlBSMjdtuHJRA9g7GKJ9UbvvntxiJ6LgWnvPPbqIlvUy3z+cO2O0J+atH3PdDR/z7Fi1OHGfhPS7KL/bSm1/FvTyPdjI7HFIt0UoiZvwDCXgfqOzenl5jZCoXQ9apknRrY3urkYiOY+G5k9ecqhiOb3Ezdisn+rHTHEiLFkfFYUN+s96jdQEtxb4m4MOOcVF+ceANWaK21Ye2soQnh26quNTPKY1jUlqEFEgpGJQGBDt6rbNGpvEKK+dJnI9di7i1SETHsfA8b+maWwG3TkykRYtdcFRm8jTU6zx1BPhEwoaz+cVZCLF9omplCU8WUoipobQz90MKsavXOnuPGq/QuMC4snTSKKxxq5GIjpq2aMlUB0e7jG5xy+M4mMmnxW5u8ovzSLUiq4X4d5QlPMdM61sNqZYkWm5bBM1e7528tVljkio5NbqzrQNvxejEUVjazbWcRUum2h3tErrFLY/jCHWdVrgs1TEf2OQIYYuI0s90DEW3soQnjsp6tKy7DoloUGev907e2mxotnKeRAlWOwlZolAyetEnlaY4z2jJfgdDa3hb3PI4jlDXaYbL+lk0qvOs5iZHraUkLOCktKG748G2tMQCo7uXt9YYGVFZBHoasm7wdF0gtcZ2/2gN722MW7m+8CA4DoLIabOb07l935yj9gcyBi32h0UphVRJEiXRSuz7XWl1m1scBa3hvU1x1jKIp43jCHWdVbjsuIzBSeF2WsDNe6PGeZwPKCnIk4O9H6mWjEoojJuGmZ+uC6Tb6Rk5DRzoSRNCdIDnAsvAJvCREMLkJAbW4vB4uoqUH8e5ncX12Sk0qZU48zrI220BN+uNzpZ1ybqc6CDn1kgrSilwIaDZuQzpdsZ+npG9DPPTzXDv6wyFEJ8lhHgzsA78MfCO+ucNIcSvCiFefnJDbHFQtHV1txbOaznGrahjvRcaBm7DHIctNvPsuTXKYjud6+y1SZUk1wpRf/50wn6ekb20oI9bK/pWwJ7LMyHEXwB+HEiAR4gGd5Po9b4U+ALg1UKIrwkh/D8nONYW+8R5nchbLMZ8ftk4j1xQcnTauF0XcP1M433ANR7WTC7dh7AvD+52vTYHxV7XYa/o2+z3Tdjf1PyG29nz3dXwCiHuAn4IuAz81RDCbyzY5s8C/xH4ESHE29tWgGePVkT/4DjrUFeTX94sDAFQQsRuOWcY2j0PC7iTui95ohYKmVgXJ/5ZLErTnIdrcx6w13XYyzA3P+fV3KQUXOpnxznUc4W9nuS/BnSAP7fI6AKEEN4CfBHQA77uWEfX4tDoZ5pepumkaloj2mIxTjvUtVsYU815YGcZ2j1rYYSTui+NMd/2mfO4me5Eo8qyMakYVVHNbH1csTkx03tx1tfmvGCv67CXYZZCbAv7N3C1bvbtir1m488DfjWEsGvDgxDCe4QQvwJ8PvB9xzW4FkfD020SOAxOmog277HtFsY8j+HL88T0Po77Mn/9A/H6CmKThI2y4qlhgRLxGKVxVN5z11KHRMWGCCu9lH4jeHKIa3PW0ZXjxm7XYa/oW6rlTWmVJud+O4ft9zK8Lwb+1T739dvA3zvacFq0OF2cpLGbn+SH5c2NqmeNyXkNX54npvdR7stCY+48AqZKVJPKcWNYkSWKTqoYVw7rHcZ7EqW2dSSar8XeD243lniD/QiO7LTYWM4TnN/qi9xEfM76uT9J7PXUrBLzu/vBZWDtSKNp0eKUcVLGbtEkX1p3U/4QtozJeQhf7sXmPS2cxH1ZZLR9CNGrre+LDZ40USghkAIyLckSjZ25b42ROChuR5b4ftEsLH24OYSc1pKpud7qznW7h+33Wmp1gGqf+zLA7ZsNb3Fb4qSIaIsmZikEzgfmS3NnjclZat6eJ2/sJO7LIqM9/5kWTQg0GgGvBdZYEFAZh5QClelDLQDOYyrhtLDXs/V003rez1t1+z8VLZ7WOImXftHEnCoJc0Z3kTE5i0nnPIquHPd9WWTMe7Vu9vo4+hedVLHiE0KIxldKcF4SPEx8LHMJHO4enddUwkljv8/W7W5sZ7Efw/sjQoh/f0z7anFGuN0IHceN474mO3lsTQei83Yvzqs3Nnt9juO6LTLmlYrhdeM8WaJY7aZUzpPpaHAv9j1l3dAiS6InfJgORE+3Mr/mfu0USj/rZ+sssZex/C1aj/eWx3kKIT6dsJPHdh4n2vPujR3nM7yoOUVet/WTUtDLNGv1NoVxUMVoReVqQ+I8nUMajaN68edx0bYIs/erKRfqpdvv13l5ts4Cuz65IYRXndI4WpwQzmMI8emEW+Uan2dv7KSe4fn9zrf3gy3jMKq2G/5UyUPraB92zLfKAnrRdW1Y408X8tRe2Eu56juAnwshvPeUxtPiGDC7Kj6vIcQWx4uTCsOeB5zUM7yf/cbaa2a8t4CSUXDjNBve30oL6EXXtZtplBRTdvN5G/NpY6/l0ncCfwq0hvcWwfyqeCc8ncM8txtOKgx7XnBSYfD97rebKqzTDAuDICCFZFxa1CnKGt5KC+idrmueqHP5fJ0F2qtwG2HRqhhuTtKfRJjnvNR/Pt3wdKgNPan65v3uVwpBAIQQ6NmGCqcoa3jec/CzOA/16Ocd5y9B0OLQ2Gn1203VNOx8EmGeWyn3tN9rcKuQWE7TEzrLa3KcYfDmPKwLaCVASbQSO+431RI1J2uYKklyirKG5zkHvwhnnbY47+9vW8d7G2G3VfFJPXy3Su7pIIuD015IHHaSqGrPdpa00uC4PaGTuCYHPe/jeJ6axgvDwuA8dDMV2bZC0s92Jkst50lsJegDSoopEes0Pc6zNmYHxVmNb6dn9TwZ4/28Of9YCPE39rm/EEJ4zVEG1OLwOItV8a2QezrI4uC0FxKHNWizf2etx8yUaxznPa+sZ1AYNsYViZJkidpiqR7hmpxFlKSyscvQpLSMqliXGzWY4znsdj6plnQzfeYe51kbjPOOnd7fG3a7AONZR+X2c+QX1f/2gwPNtkKIe4D/FfhM4NOBPvDqEMKDC7b9MiLZ68XAU8CPAP80hGDntlsldkj6CqAL/B7wzSGEdx9kbLcqTntVfCvkng6yODjt0O1hjPz833UzjXEeJcWhCSyLvIFhadkYVVzeLBhWlkRJVjqalTylm+lDX5OzipIUxmGsx8/04TU2imPs1Q2nsh4t9w5LtzhbLLqHo9Jinaeb6eki66yjcvs56l8OIch9/jtoYdsLgH8E3A/88U4bCSH+HPAm4Drwd+v/fwfwL+e2k8AvAf8f4F8D/xC4C3hQCPEJBxzbLYtUy1NjEDZEisp5ChvF5s9b7ukgi4PTXEjsNNEXxu1KVFv0d4nauuYHJbkt6ntb2diFZ1Q5GjtlnGdcesZ1j9rDXpOzjpLMtqGz3lPVqlWLzqeynqvDkhvjKl6faue+wDsRDFvi4elh/h4298s4z6i0jGfu3VlG5c6aAfNO4FII4ZoQ4rXAz++w3fcDfwh8YQjBAQghNoFvE0L8qxDCh+rtvhJ4BfAVIYQ31dv9DPAnwBuA15/UiTzdIQACnCNHd4qDhOBPM1y/aKIflxatJa62dotCYrN/Z5yf5h1Dtb3t4H7CaTt5n00+04dIQEqdpPLRK/Y+IOXhPb6zipLkyVb3m1R7bgwNNng6iaaqJ2Yf1LbeyeN6UQKw4QKJimP0PtCte/LCzqHzW4V4eLtg9v2tXHy2s1nZUedJXEwvnGVU7kzdkhDCIIRwbbdthBAvJoaX/31jdGv8/4jjf93MZ18JPA78wswxrgA/A7xWCJEc19hbRDQTd1Ir+Uzzf+dsdd/PNL1M00kVvZkJ86jbHgXzZRfGeYJgG1Fq0bVs/q4xCoVxjCvLuNruie3nPuy26ldSTCenPFV0k/qadBKW88O/SmdVbpLq2MS+l2m0EGgJK1lCoiST0rI+rtiYGEal5fqowlg/XQAZF2pPP/7ufJhe350WL8Niu9E1zjOYGIbFYo+5xfGgeX8zHdsNrnbTbc+b8+HMo3K3wtLrU+uffzD7YQjhcSHEYzPfN9u+M4SbZpPfB74BeAB4/+wXdU54dW77+4825KcPzjpseBAc5EU7rZdyNievrFgoW7joWqZKorVE1vlG70MMZ6rtDOe97sNuYgdSCoz12Fprt5MpVvOElW565OtzVgzdfqYhxMjCWj8nUQLrPKPK0U23lN5K6/A+evfGbfXfjT8FSooYeq/sTdewiUIYt0XcGpd22vMXEf+1nu/JIT5PmoYC1Eu3nrelLDnza7/X0R8BnnMaA9kF99Q/n1jw3RPAvXPb/uYO21Fv+/65776JGIZucQjcCuSq847G6EghpmHNWSy6lj6E7Z4xfvr5Xn87f+ydQuuplqRKstRJpvKIx8kdOA1ju4g0ppWgm2lCfa0bslWzHUBROco6TGm9w9i4jRSCdEZ7ONRTqLWRvDNrYBvuQ9NgoYEU4szJPU8HzD/bqZLTDmFnjb1G8Czgo6cxkF3QqX+WC74riMzl2W132m52X7P4QeBH5z67H3j7vkf4NMatVth/nnGQazlvUBMVjaRzgQKHFLHLzn7uw27eZ3oL38ud8qtSiOn1qpyfkq2ahYapjWSTG+wkmkRG1ni/DrGPShvvTb2PiXVY76dEtERLemk0xIXZypA1fwPnMyp0u+G81j6fvenfG5P65yJR1Hzm+2bbnbZjblsAQgjrwPrsZ6L11g6E8/pw34rY7VrOe2+Vi3nehlyltUQQc1gHfYSPu+/taeOma7NHyVLlJF00SR0W7qaabu0JNTnAXqqnrQCl0Kx0EqQQjCtLQJMqOe1apGovFilYypOpcW3KrqqaNT0bpThvUaFb8b7vB+fxXG4Fw9uEie/h5nDzPcDvzG17Dzej+ezx4x3arYHTeKHOU1/RW2UCWWQsmt/nW84t8t6gLpwXMK4s1geW8mT6t4cJZzbHaQxOphUXeumRz/UkMd/7VUpxk5JXg8bLbBY4jTfaXDMfQiQIuq3wZIOt5ynmDhvWbINOrY40j6U8uWnb8xYVatnXp4tbQTLy3fXPTwfe1XwohLiXGBJ+99y2rxBCiDmC1WcCQ2KnpacVzuMLdZJjOm/nu9MiYH6cN8bbSVGz417kvY1LSyAahnFpKSvHxHr8rAwiBwtnNseZ7T1bVA4BrJ1T4zt7bebzq8Cuzdcrt8VabkLH/UxDcvP9mTWUjcdc2K0Qsqj3Ldh+zWfz5ec1KnSryL7eTtjPVf1JIYTb579j58mHEB4CPgB8gxBi1g34W4AH/p+Zz36WSKD68uYDIcQl4KuAXwghmOMe33nGeexcc5JjOm/nOytMsT6uuDosF5afRGEKu42AMzvuRcazNI5JZRlVdlue0ocw9VjhYOHMJiQ6fw3Ps/hDc22M89uun5ICEdj2WWMEK+vZrMuGZjF7zfcqKetnmqUsRhck0TspjCMQr/n8353nKMytVJlwu2A/rsAHgcsnNQAhxD+u/9vIUn6tEOLPAOshhH9Tf/atwH8Dfk0I8dPAS4C/Q6zt/ZOZ3f0s8N+BHxdCfD9wFfjbxAXGd57UOZxXnMcX6iTHdJ7OdydPrMnHqhmD6PxsqcoWmt/njWdD2AkIRkVJ5QK9LCHVW3W3Phy8VrHpYDUPJRd/fh7QnK/z4abP80zd1Hy98WQbdbCJgEyraeODQWFivlxK+vnu02M/j1Kdi8hT89KbpxWFOYyBP0+VCed5gXKc2M/d/+4Qwn8+wTF819zvf63++QjwbwBCCP+vEOLPE8t+/jVwBfju+b8NITghxBcB/xz4e0QW8+8Drw8hPO3CzOfphdrr2McxpvN0vjt5Yj4E8OAJ0xrPpuXc/Dib32fZzs3+OplmUlgm1jOYWMaVY7Wb0ssUxnpypQ48uadakmlFUW0Zkqb93XkjAjWYXpt5z7a+trPlT7OLISUFE2OpbKCbRkWqQVGRJ8lUnWpUae5aztkNnVRROb1lLOYYy6cZxj2sgT8vlQnHtUC5FYz3mWfPQwj7eqNrCcg37WO7G8DX1/+e1jirF2q3B/8kx3ReJhDY3RNLlcTN5gFV7Hwzm+OdH3dDBmoYtQIwWpIaSSKiVOewMBjnubSUgYgT2aKJa7f7c6GXIohh08YLPG9EoHn062snpcD5rfrm+XHf5LUHAQQq6xhXnmFpyZNYLmRc4MaoIpWStX668JpVM6HpXG8nw03rgY2jsO4mRvNxRxCOauBPuzLhoCz0/eK8cTx2wvkbUYtjxWm/UPt58E9yTOeltGkvT6yRXGzGuTbHat5JR7ph1BbGRUUloN9NkQLKyqFnesUumrj2c3/WeulU2B/YkSF8HjB7zS71s12v4azX7nygkypM4QmACwEf4uIlTxSV81gX8H7EtVHJUmerRKhhlO/VlnFYpwSaCIKpS5Tmx3LY8911UbHH54twWu/KomdQy8XX4zDkwFmcV5JYa3ifBjith6558GeF+2Fxn9OTHNN5ecn264k12M+4Zw26DwFXE6uklCSJItVq22Q1+/8D9SWeY/yeR8/hoN7NbEREySgVGUK8H/E6OQpjqWq5yLFxGKswwbBcWpY7CZ1UMSpt1Juuy45knQOfbcs4q2HeiGw013q/wiYHOd+dDLmdEVQ5D+/FTs8gOyzuDkoOPMjnZ4m93qS/yvY62RYtdoQP4SZ2bqoknfSg3SJvH6Ra7umJHRSNQR9MDAGBEILCOoSHpCO2TVaz/9/vxHQePIe9rtdhxzgbERlOYpHDlBzlAxMfptrUqVYoLTHGszGusC6w3ElifbMRpLVnPB2T8yx3tiIZDbrZllBHp+6QVJiDGcO9zndRmqUZW3N652HxtNMzqJUAcbQ00XnieOyFXe9CCOHHTmsgLW59WBe2TUTANGTH07wv1EkYrAv9DKUEZeWQUmH8dtGH+YlrPxNTZWMeudEYnsUsYegkQ/n78WSP4t00Hmm/k2AD01aHy90UZz3GO6q6LaK1lsp4lIyRhOa8C+swgSkRC2L4utG0XiTpmai4zWwZU3Nue13T/Zzv7KLCuq3PZ5s2pOps8/W7PYP9TB0pTbRo8RGoy+Ts+Qo3n6/YUYtjw1kw+7QSJPrmVatW52/FeZI4jWvfTLgrnZQqrcPOPkTSlfN005trTxfJTHZnwp6NwWvqimdzkhAnx5Mmr+zXkz2qd9MoVPXS6LVWtVu40k+RQvD4+oiNIl6D4AMQJR+lEPRSRWmhcrFTEWzl75v7spMRmB+dsZ7rttqzj/J+z7e5RgUO47gpAiVlzIUfJ3ZTYDsoufI4okGN8Z7U4i+TOsd+Hjz+BudjFC2OFWfF7IuT0hy56RyXopwETuvaz17TRr3q2qhECkGm6xDoDq3nGpnJWR9q1uBN85KNwVNb/XNPOgS9X0/2qAz25vo1YWAtBUJ6lmrSWyIVktjyTyWKEDy9RNBJ4rVIagOj6raMTXRg9r7ME/0aYzAL4zwuhG2s6EXX9KDnK4W4qZQNtnvlx4HdFNia/Pdynixk6J/E4rQsDV4I5k47juccEa1aw3ub4Szzc83kMIu9JsNboeZuvzjNaz9f23ttVDKuHJ1ExYbtfovYM1/Huq2dYD2+ecPWGKRUS7pp9IpnhSJmcZzklYN4soedwJtnrkGiJIGthUhlHVmiuO9Cd0oQXJ9UjK1Hmcj2zhI1NdINFoU1Z8e0SP2rrNWulNjei3nRNT3I+aZaTtXMmn7C2ZxXflRUNkYKmqYyTaSETGPtltF3Ptyk/nVSKYrxQx9AXLiAXb2AC+EmydDzQrRqDe9thr08huM0dIv2dZDJ4VapudsvTptV2Vzr9XEVZQqT7V5TadyODOf58S0ybInaMrpwvOSVnZ7D46zFXnSM+WeuMZaC2MzAOI9zsVtRk7/dLAwhgFSCUWUAQR3UJ9OKlW6yr7Dm/LmNy9jYAiJzPK3ruWHna3qQ67CcJ2xOzLb7O6osvR3esYPODXYwoPrAn5C+4IWILJuy4CvrtuWYGxnTYbDoJkJwzIa3sp5yc4i7/CSyKlEXLlKUbhqxaXBeom/7nuWEEM8MIXzsJAfT4ujYbXJcZOiaFfBBX4bdjOZ+9nMemLPHjbNgVaY6NqfPtMRWN3ukOzGc57fZj8E7LqO414Jrv4u33faz07N+0zPnPNZ5vA+UtSfbzTS+JkAZF6gqRyoluZSULlBUDucCPuhpC8Zkjog2/yw3Ri2toxCFcWgdDW3TlKJynsT5bXn3/WA3g5kpuS1/LHZYAx5mERw2NwlXrmLsQyQveQlKxe3n13dSCEaVRYmtrlvHvcj2IeCeeAKRpvjBJpk1pGp7ad15EoI5yJl/VAjxZuCHiQ0Hjr0hQoujY6fJEW7Oz22MKrSW24QB9vMyHIfRXOR9GRcZtXC4Osezxn4M00mE1vNE0U01xnsqW5N7lKQ/l1vb7dkojJsahd3Gd9T83H6fnb32u9N+hsHiQ6AwbpsxNDYa13kMCsOwiF5sPK5gJU9Z7iQ4H5hUll4nAQKSWPtb+bp2ul7IjEtLZ055DLae8Z06HTUe4iwvIk8OJvW5m8H0IWwrZWqUyI6rfExcv0p650XMpMS8/yGSF7+EbhZV1Rrm9uzck86c17EvsqsK/+QTiNVVwsYGbmOd7p13kSh5Yl72UXAQw/t/AX8R+ALgmhDix4EfCSG8/0RG1uLQWDQ5zufnGuKFnGEc7/dlOI6Q6iLh/8p5AprKVgtJGbcCdjNMJ6VFm2rJSi8l0ZKyvs/9PFnYym9+fJXz28pbpq3xdsFR7slxheMXbT8u7fR5Lio3Dd2Oa48yTxXZDImpcp7SeKwPU+WkygbGlWWlm5JqSSdRdFOHqcusZlnLTSh6S4BjO6QQ+xaMmNWW3i/2MpjNO9aUMs2OaxaHuSehqvCDAd0LF7GdDmZjA/3hP2HtpS/BCLVNNKawbqr5vd/9HxTiyuVIgpMS2engn3yS5N57zm3qat9vUAjhfyE2lH898F7g7wPvFUL8jhDirwohuic0xhaHQBOC3Ck/16y29/sSzuIgIdVGenCeWJLqLabsqLIM6v6y1kZDMJgYbowrhuWtF1iZv/ZwfC0LZ1sNjkrLsLRUNrJyu6nmjuWcu1Y6u/bPbcbXjOGoYzoIjiscP7/9dCEptjzRynmevDHmyqDk6qjk6qDk6qCY/k30MCWdOQKOkgKt4qJmuZPQzTRaS/JU0ctiCVKeKEydx5RS4FyoZTy3+gGnOxhk2Cq9m8VBQqGz9dbz2LY42McxDnNP3HBY57lBK0nnwhqyGDN53/tJ8FzqZ6x1UzqpYilLprnr/e7/IAhVhXnsMXoX1ugkirzfJS0ndM9xUPZAS9cQQhlC+E8hhM8DHgC+B3gGMfz8hBDih4QQLz+BcbY4IuZfQiXFNu3gBvt5Gfb7Qg9Ly/q44saoYn2BEW1Wo9bGCdM5z3qx1TK5IWWc116wB8FxeHqLjPfGqOLGuGJSxUnf+nCkcP9hxnSQfr37fXYOuh/nw/T3ZvwT4xgYS1nrWlsf2JwYrmxMMM6jqJtAyEgia0L2/TyJUov1eZmavUuAXppEqUhrGVQVE2MZjmNzimFhpsZwLynHKBixe89fuPn6VtZzdVjy1GbBoDBsjA2jyt607wb7OcZh7om9fh2RbGd1q5VV/OYGxQc+SHBuusDr5/pY7vlOMFeuQAgIpdBKkmpFogT2xo1j2f9J4NB+eAjho8A/FkK8kRiG/svEjkB/XQjxx8AbQwj/9XiG2eI4MBtm7Al9U9Pzg5T+7JXrq6xnY1Td1Nx9vrwFYulKKKNCkLEeI2MYr5lAzksJwFFwHJ7e/HU4bLqguY+zzFOIHmIjLLEfpbHDhs77mWYYLNb72Pf2kOHA2WcwUTKW/Mws7prnzQKZEgxKw2Bi2SwsE+dJpCSRAusDQUC3lnOsnMfVfXmb6EInVVjnGRQGKSWE2sv1Dp0rJsYyLj1ZIqlsHM+FXrotr145T2UdSkp6+1CrWlQjK4Arw3KrLEwENiZbpWOL3uH9GLiD5O5DCLgrV5Dd3k3fqbULuBvXKT74QfIXvACh1IH3fxAE5zAf+xiyv7Ttc9HtYZ94gvSee47lOA3c5uax7OfQhlcI8VLgrwN/CbhA7J/7I0AFfCPwU0KIF4UQ/slxDLTF8eAmss0Jlf4Uxi2UjyyMmx6nMSTNpGHr7X0IJFotFCW4VXEcjOBt0o7OM6ksxgW6M3WUDYlmNybwqLTbSkxSJafM2rQW/t+ppeD0+Ack5Mwamcr5aUh2/lgHJZ9NF3HC38TY7aaK0nogMCwN66OKsYnH3ZhULOcpWml6mcRajxaCwjgmxpHWueBRZRAItJMY6xhWjm4iSLQgFRJjHOPKUFSRdOWDwvnA9VGtqV3nzG/YiuHE4AIkKvDI1SGq1jGXQtzkjc5f36ZGNvgw/byqFcqa4qbDNl+Yv5Z7IYzHBGOQanE+Wq1dwF69SqkU2fOeh5DHo0q1CPbaNbwx6KXlbZ/LLIvfjcfI7vFlQe2VK8eynwMZXiHEMvA1RIP7MsABvwj8B+DXQogzqRDiB4D/DPwvQGt4zwF2q5vcz9+eROnPrCHpZjEcJYUhS9RNLdZuVRwkSrAXGuO9Pq4wNpbBWBc1eGcFC2K3InGT4aysn/5tg0RLUilRQkxZp02ucjdd34OEqWcXbY2XPits0DxL8xGYg5DPdmLw3hiVXB8ZSuvwAXpaktWMYusC48IQUoUjcG1QMZgYRAClIZGSwnlyGdvWiZljaammykyVd0xM7XnXRsZ72JwY+rme3iMpBRKwznN1VJHImENOlLjpes9fx4aT4dn+eSOMMc8pOEnYzU2Qux9LX7iIuXwZpCR74IGpiMexerveUz3yCLLXX/i9UBJ74wbpMRleXxSYq9eOZV8HqeP9CeDPAx3go8A/Bv7vEMLl+W1DCE4I8QvAVx3LKFscCUdl0x4mF5gnaqFu8yxrc94LTJTkrtXOvmuLz1r16qChwqPULk7VlkL0UJUQqExHtm1pqdyWp9tISHoftk3IhXELF1BGefJE7ajru+g89xs6n1+0udpjmxc2KIybGpfZsS1sWTgTKm9KRXZi8N5/oUeiJggRyLXDBRAi1pqOK0MiBUpFNvOotAyKmBMujUfLgFSKTqJxCFa6mrQmXXVTxdjEezGxFWPjSKXAeI80gSACySRyKQrrKAoLNXO6tNHjV7WMJAiM3R4Nmr+OjYJWnug6ZL1FjkyVPBAb+qiwV64gsnzP7dTaBczjTzBxgXD/s6YKV6OSqad/lPfWra8TxmPUxUsLvxedbgw333ffoY8xC3vlyvQeHhUHmQW+GvhvwA+FEH59H9v/DrGtYItTxCLB8qN6qwfNTzZj6KYaM+PhLQqFHdYLPGvVq72Ov9d1P8iiYfZYhXV4F6Ys0URJxoXBek+iYg3l1UGBVhJXN07Y69ooebOur3GxxeNjlUNJMfUgm33tN3Q+vzhrDMh+8/bz2zXXolkkJDo2cmgUqBb1Pb5rpUOWKEYTw6Ay+CBYH5UEAplOmFjPsKoYTzzjwjE2lolxJFKy2hdkSTRuAsldy2kU2Kg9bAJUViNCgXOBceVYLy2ZcfSShHFp0VpiQyC47d2MZhcM8Zr7be0C5xel3aZWWMCktGgh6NWs69NaeAZj8BsbiJVVrv3Ij9D55E+m++mfvnBbIQRhZZXikY+hXEA/69lMqpiCqlw8l2EZUwIHNcIhBKpHHkEsyDM3kFmGu3YVPxoheztvt6/jOYd59FHUEffT4CAz1f0hhH0HuEMIDwMPH3RALQ6PRcZA15PqbPgNDkZYOkh+cnYMgq1+vLu9WMchwrDIwzspLMq/FTXrtZ9viRcsgg+BG6OKwribjNl+jiWFoHCOxPlpI3akoCOjxKF1nlHl6KZiK/dbG/x8hjzUIFWSpTxhc4ZNPqkcQUAxNhQm0Mv1lHjURU8XD/tZNM2W9uzUOKNh14/Km8s/tuW162sxu0gw1rNuKyDmOAXgQmC51lEuTJQvlDIaqV4nYVQYUgVaSCofKKyjqgLD0uJoSnEEIkAvTVnrZnQyxUon4c7lfNrwYKvxQTyfy4MJtvJIQMio1uRDoC80nUxT1spiqVb065KkxhDb+h2dl5ycbfMXCV6BS/0M20nPRBjCDYdQk6sGv/IrDN7yFu7+3/938he/eOH2AZBrF3CPPopFUN15L8ZFYZJRiHOEdXrP92AefnMTt7mJ3sHbnR5fqRhuPqLBtNev461DqONZ3O97Lwcxui1OHzt5WCPbqEFFNKICByUs7WeSXTQG4FCTw24e4bxRa7yf/Xp4R8Xs8beFZwXTjkA7Xd+Nsbn5fswYs92O1Wxv6hxl09+1k2lEqI2bDzjnp715Z/cjhSBLFZh4T5q2gM1+CUTPDEilYH3ikVJOmeYQJQ1nx7TXfU215MbYb2MbdzPNWje96f7utbhrjlsYR1mXoDWfN3nbJuQ6LC3GedZHJZWLIv29TKOkIE91jDcDm4OKQWnqDgmBbqrQUuC8x9f6zMPSkihBlty8gGyY+ZGfEDtDORkXB+vjEpeliBDodRLuWulMz8EtZdMFsaulJOeVtppnojmXqQaOkNMF3ixOI/XibtwAnVC8+48AUP0+T33f93H3d3836f33T7ezbqZVpZTICxcoH36YcWExd9yD9THq06SfEnWwSFz16KOIvLPtWFII9Hx5ZLeHeeIJkvvuO1Ke2Tz2WCRpTSYH+rudsOPsJIT4jkPsL4QQvusI42lxSOwkwegJ23KtlfN0mWGDLghN7/RwnoaiFewdxp0Pz01JRXMe3klNPtPjzIVnpRDbw8lzhmRcWYZFFMbvpo1m7c3GbNGxZtFL9VQKb+r1AonzTEpDaT15yraeuuNaxF/Vk5OqlcEa5apRZZlYS1E1hKFAliia0Te5SOcXN1TYCVXNlBaZvinqMp+X3Gtx12j+lsZNldhcCHS0oprJjxrn2SwM49KyPome/LC03L2c0800rr7WGxPD+qRgWFo6iWSll9DRmuA9m6WnsIaqcqhEUNYEqUXvTaIl68MS6wPDiaW0nkBAEiitI9Md+iGZqozNXhsfYjej+fx2c833iq40+2ju73Tfjcd8zMbYXrmC7HQo3vc+5PIyd3/3d/PEt387l//pP+WeN74RvbbGxNhtpWqmjs741TXsRz5CikTee2/8zvrp/WjOeS+44Qh37Rrq4qWbjqW9p5PMzBVpirs+YHBjE5d1pp8fZHHuBoN9edcHwW5H/s5D7C8AreE9AyyaDJ2PIbY8VdsmtE6qqGycnBr92mblPcs2PajneNRa1WFhmRhLafy2DirzhnTWqDUT1rwYyEnX/roQpvKM88dvjj1rSK4OSkaFieU8xjGpNBf7UV2qNI5qgTc1f66zx5rel2RroTIpLZWHLI3GeGygC1Qq1n9OS43UlvFoFg/G1hNWcITgkUKiVKxdbRShgAOH8mdLxmbt7E73Z699ixCVkoSIBChrHcHHPGFlPdRazaPKMioNznuUlJTGcn1cEkKgk2o2Ksf6qGRSBQrjyZSkk2mkAK0VPaCTpCgtSJSimypULQE5LC2lddOweQCSVOHG0cObGMvmpEIKuHu5y6jy5NredM6zRKqdwuw+hGmYvphtgiGi4ltT/jUq7TTfDfGduVGH4BscNRLkJxNCWSJ7fcr3vY/8RS8iuesu7vq2b+PJN7yBp974Ri694TuxertqWqJiyquXJbi77iA89jBWSbhwB6kW07x/c86wu/duPv4YJOmU1T8L6wJWenRdnhivH3DlKvr+Z2zt4wCLc/PEE4g0O+jl2hW73YXnHOuRWpwoFk3Q2xjEM0ZpXKscjcto6AjRCxpXFtPxrHbji3MQMYb9drjZCY9dHzMsbXyZfFzB37G09bDPT1qNUVN16cxhFLgOg8bIKSEQQuCDj80Idmg9lmrJsLDTchKlJKn3jI2lUymECJE16yOrdtHkuJcn2AhSBMG0nV1RWaxziFThnK/rWesx1ekG6xs1JDed+FOtSIQEKWphCkUHNdU53k2KchGOSyIStkqG7LgiVxJJoAgSJSNLFmJUoTSWURFJPOPKI4IjCEGqPSPlpguQTEtGRKb3+iQuilyAlVxjfcAG6EsFSjCpLC4ELm9M2Ki96ExHY90YjhAClXe4ENiYWFa7CbLOZ4+MY1K6HdnHTZpknhh2YxRFQZrcfaIl3URF8Q7nppEEmHlf63y5rTsdNRGGo0aC3OYAhMBeuYJ96imWv/iL43X4hE/gjm/+Zp763u/l2r/4AXrf/K0IfbMMZ6IkoZth9EXsxx8mSxTcedcWI70+510bP0wmmMtPodbWppGeefgQtnnChU5xj32clfvunzKrm+32gq8q7OXLyJXV/V+ofWBHwxtCeORYj9TixLFogp5/iCGmIiNhoylLCNOHsCl12A8Ja6cX5KAs5ac2C64OSwCs91MN3FGppp7voom6Cd1JKY7cqm56DjMLCWD7omIu7NfLmtKOmjSzg3JQY+CinJ0HNIn0EAJ5qqcLHVg8Oe6VDqisjypQShKCZ2JieREIhoWdSuhN9+c8VJY8UWxODOsTw6AmV2VKcvdyTieLEooxb3Z4Es9xCIc0kELU6RNIawPmElEvNiSljdKQlYeyspQ+oGVgfeLoZ4IQEjKlEBK8iYIXg8ogVazXNaWhk0Ty1dhYAirW9AKZStkclYyNm4pwJEqy4j3LeUpRWUSItb+phKU6zx8bK8QGFsZvZy3D9oWcJzAxLrLGlZzmj1Mlo2Ql8fkIiUIpgXExiuFDmOa8G29/WFqU2N7n96jdv9zVWEY0+eP/AUD+iZ84/a77spdx8Ru/kWv/7t/Bj/wwvW/4xm1Grsm/au8hTdCXLuIf/Si6m7K0eu++qzDME08glETMMcIhMo/dIw+jH3hg2ucYQKcp1fom1eaAbGVLaGM/iz/71FMAUxGQ48L5bN3QYiH2k6/Zq1wnsjDjy7+oTZoUgrKuqfQhegY7SUIeh6hGZbcTb7SUOBeZqI3B2muiPi45utmFxLiMHmQTumsY4rMYVTbm1QLxWioWhvL0zEvbSaLR9V6y3EljGmCO8Tu72NlJNrDx2gJbylPDwlI6S/AiXj/nSJOoXRvNcMTEWEobj3N9WFL5MM0VB2Joc1lFcYf9YK/n8rjuT7PIaiBrvfFEiZhTFYLKObyHPE8oRhVKBJaTuCDKtcQTsFVAikCSSJYzzWZh6+upKIxhUMQogAsW4x2J7qCNAxlwFpwLteHzjEvPUh7z4ZJIXnM+sNRJUCJKQyZ1/91JZWv2bozU5Fpt89qakL+uO/u4EFBCTKMTw9KilEDPtCSsjMMDPngK04T1ozc/u187rogaXpoQFkdWdkNwDnv9BnJlheKhh5D9Pskzn7ltm6XXvAZ37RrrP/MzyEsX6b4uyjhotUV66iQaKz1eS8QdF5GPfATVTUnuugvYnSfiqwrz8ceRy8v1fqMhn3q2v/5rjH/yJ0i+67vhOZ8w/VutJEmisTeuTQ3vfhZ/wftIqpqTozwO7Eauen39358IIYSZ33dFCOHHj2VkLbbhKHWri1iYqZJkqWLS/K4VKZEhWBAwpSEQJ/ZFTOHjIlJFecjtL0CWRGZpP0um+aHK7m7Qj0ocmV1IzJKmmtDdfCu3WZWlLFHTCMGicfZzzfpEMpoYpIyTUJJJernm6rDcRooxWk69/EXEmmvDghBiXqxZODVhVh9im7vSeoQLIAU6wLVRyR1LGUt5QmUd5STQSwXjIpZgWe9Z7aQxFC4ie1dJcZN3tgi7PZcnwbJdzpPpolAKzbiMZKZx6ShsnISzRKGVIlnKMdZQJbG5QQAub07wHjqJgBAbs3sBeSopS8floaWbScY10XlSeYxzTCqBQFL5GF2Rvv7bEFBSRqER4wgSlnPNoKjlPOuoiBIxRzsux5FVDdxwBd4F+t0UrbaiAjF07CmNQ8hY1jSsHNYHRsYhEKx0E/CBcZ1rTqQkzcA7j1CKlW46lQE1LhC8p9fZSokcdJHsh0MIHiElxfveR/aiFy30Ale+6quwV68y/PmfI73jEkuv+bM3MY2nv2tFUKsUH/gASElyxx27pibsk5eBMNV/hi1D7rxn420PAjB524PkM4YXIF9dRl2/Rv68T0DJ/UVc3Po6vizRp2l4gR8lPns/RdRfbn7fzT8PQGt498BBJ6TjlGycDf2tdFJCiPmlXMdJpAyBPFWESkQpu/o4wDbxh8pG43TU3KoUMVTYSyLpqMFqN3qDceKor8Me9a5HmeRnFwyzDNPZz7USVI4Y0pxZwMyWgewkmdhLo9iC9Z7goyddGEdhLJUN07BuugsBqTSOzbGNOW0tqVyUKlxxmo5WJFKSa8WoKFFS0000IgSccQwnlqU8IYQYTk6UwBLz46G+vt1ETY/bKEk1JS+9OvQ8v4jb6bk8ivzjLBb1Hu7Vil1NV55xUcXIiXNoGWtde7lGK0GeZHWI1zMqKsaVx3uPTRV5KkEE+qlCqpTroSBP4/Pb0Qoh4sSea4VQgVHl8F4QpAAf0EKw2k251M+iUMdaF6UkhfWsdXOcc0igdI7SwLVhSeE8q914HSZV9GqvjCsSCct5Sp5qStNUE8NoYpgYi0CSJYpOqvDeM65cDCVXHinrHKqUCAIbhSEQ36FKRU1vrZJtxEmIZVn7fWfcxgYojb12Dfvkkyx94Rcu3E4IwcVv+Abc9ets/PAPk126hH7ZyxZua53HIxD9ZYr3vR9eIkkvXlyYmkjwjD72MeScJjNEQ+4eeRj76KPIfp/x7/wOva99PU5tRWySLCGpJqTlBLW0P0NaPfbYwkYQx4Hd3oRXA4QQqtnfW2zHQSf8w3iux+VdNtjWpSjrMiothXEEF9B16dFsTrA5jg9h2/htnQ8+iq5ysxC4tJzTrVfo3SzmPeeZnqMdRDKOQ8VqdsGwiGUJsQbXU9cmEktB5/uM7iaZ2KvzbKO69tf7AEFgvcO6GB4MYquMZH5xY13MS3bVVt57VFhECNCJxy2MRRF7xV4fTnAeVjoJWgkmpSVN5NTj0ErSyRTGx/tYWo+CKSFnY1yxPqpwIbDUSemlipVeukV02eH520n+cRjsNF/cbAc7M6WHpWVc2mlYvVFu0lJgQiyNcgKkUuRK4coo/YiK92Y51QglGFeO4djgXcyhjqroHatCkKeS1U5CJxHolQQhYph3XFqyRJIlUUN8XMVrAzH8m2jBcifh3rXOdDGqpeDSUh7zrKXF+agVPao8m0VFUYUYyq8sSMmlfs6V4YTKhCmzebWTstbPMS4wKA3e+yiq4Q2dLKGXJVR1asMRF4PWe7yFwhuUlCRasDGJxnetm5J00pu8pYYR3dynvd4Zc/kpRKfD5Pd+L96zmfzuPITW3PEt38KTb3gDV37gB7j7//g/yB54YNs228uABKrThfe+Fz7pk+hfuHBTaqJ68kmCczeRtqbPylvfCknCxb/5N7ny/d+Pf9c76bzis7fV9zqlsNeu7Wp4p9Ks4zH+xo0d5SiPit3IVW/b7fcWB5/wD+u5HicztMFsPSLEyc9Iga0nusCWvJ3zYVo7OPsGJ1pO88HLneTQ4cRmITCrcFXMeL9Nr1PnA74ONc7WKc5222nCwgeNBsxGAppuSUFsscE3xxWTmsCS1E3MkxDrStWMGMVeYh9TsfsQpqUiWkZj2IQbNydm6kVbGz2WrO6Wk2lRE+MAAakS0xyyc57KBbJMYQpLYeJ4SxcXTJmOuU7rHcYLuknUIRaBmh2+9UxtjiuuDivGJi5+hDQkSjCuyTqplgd6/prrlCcq1gwXllBzDlItuXM5v0lyc7atpHGBq5sTlntZjBY4h/eB2cuba4UUDudBi+iZplKCN2xWjuADzgUEnsubFWvdBOc0eRJY6ybcvdIj0WOGE0c3S9goDL00LhAmhaOb6TqtEFjrpdyz2omM8pl5oKpFO6SIbQgfuz4BYtTGe3AERACHZ31cUBpHIhVaR2EP54llT14wKitCgOsTgySQ2YCxDqEUS5km04qJtUwmFusdoOhlgkxrvA9IEQlg/fzmMYrAjoId8/BliZ9M0BcuULzvfYhul/RZz9r1fstOhzu/7dt48tu/ncvf8z3c88Y3TvO4i8qAnNSE3hLFe9+LeMknkV5Ym34XvMc88siOudZgDKO3v53uZ3wG3Ze/HH3nnQzf+lb6r3zl9jH16laBz3zmwjD5tmYej34cieRk/F04Pa2x2ww7GtG5z2ZxWM811cfTPHyvYzcGJwosxM+KyjKaxO4uhXVb4b26vZz1AeO3C0kcBqne3mGlmdTHpWV9bNgsLKPKTWtnm2vdCCXE/Jmdju8w0YDZpuF3LOfcuZTHmudatKAwjnFl2SwNo0lUoPI+6t4128zf/53E7hud3lSLm7ab9xYbAf+xsTG/K+JkRAjcu9rl0lJOniiyRLGcJ2Q1i1lphZiStbbqtTOtpsY20fF+J1qhpKQwnsc3x6xPym3X0Pto/Jr8anPPFj2X8yUzTdhZydgScFJaro4rBpMonbk5MVzZLLZdu9m2kpMqbnN1XLf2K21NpPKNABWFiakKW4fzJ9YwKQ3Ge/qdlJVOzMP3EompGwwQJKkWSGqvMQQeuGOZ59zR47mXujznUk6qNNaBCYFRGZ89qTRdreuc+dY8MKosVwcllwcl10cloyKGg68ODOvjuIipTEwPVNbz6PUxV4YVE+uwvvb8E4X3Aa0ikzYgsDbm7jcLy2BiqIwlrRdQG2PDsLAMJo7NwsSGDPW1CyF6xPPPdidRN0VqYJf5aTCYPj/FQw+Rv+hF2/KsO0GvrXHXt387OMfl7/7uaS/bnY4TtEb2l5i89z249fXp5/b6dXxZItPFpWzjd74TPxzSf/WrEVLSf9WrKN7znm0t/KzzGATjUcH4xsZN7+nsfQzG4J98EtfpTVuVHjcOnHQRQtwFfDqwxgLD/XQhVx3GiB7Fcz0oM3S/IfD5Yyc6TtSdNKGsHKWM1P0QmOaeRthtbMx5xabjQKolo3JL4xeYihU05U6FcTcxs5tx9MTukYf9qnNVNoaEGzZtaRyl8xR1ScOlJYmqVY0aQY95feqdxO5HziKFpJvCUh7rQRsmK2yRvBohgLiLQBAxzOnrfPxqN6VyvlZ08nSSaEi1jFmiTqoQQjCsvVdd53ilFHQSNR1bU4Y0KRylAFuH1VOt0EpsY7k32Om5nD1nH7YkEQvrpiVrGkkzf5d2e3ee6f10YdszEPcdpQYTHbs05dqyWYRp16FUS4wJVCZ6/cudhLVejhaGPBFMnKF0ASk8Jqio7jaTXljppJjUg5BsyJK+jwxqZwPOOVKV0K+b3DeRmVEZS3gGhYnn7QWjKnIBKmcobaCfJWRKI7VAhcDQR/GODWFYSlXMHwtPriXGB3x971Mt6dSLmbVeQqZjrfa1kWFQWFIdO/Juji0rndiGsFFGsy5Asv3Z3k2wYxHs1WuILMfeuIF9/HGWXvOahdtt+5uGqX/3PVz81n/Ile/+Li5/7/dy9xvegNSL2fJSiGhc+0uM//g9dD/5pcjlZczDD++aax0++CDqwgU6L30pAL3P/VzWf+ZnGD74IKtf9VXTsHZROSrjGT/6JMt5b3t98CzH49q1KCIj5aEW8PvBQdoCSuDfAl/P7p7y08LwHsaIHrWmcb/bHSQEPjum2Y4vPgQmzm0rSwgw7Sc6O34BU9H/45RpjN6mRkk3DfECU51i2PLSZz3uvRrBHyQ90BgbrSRSWkq3xTztZFGcYuTCdGzDwtTeWF2LuaC2eU1HYYRoNOJiwoVArhSaGM3fEjhpPL+AMZ5ESjKt6NRhz8aDTuvrkCWx3KjrA6KbEkSsLb0xKlE60Lzyut4+Hid2N7IOlJJ0s4SiMlgXO+oEFT3K1R064Sy61qmS00XRUpZMF2qz74dckEufl2IsrZ1+nyg5fR6dD1PpzE6qYrs8G3O3m0XFcGxwCLqZQkjBhW4KXSjXK/CSlVwgpaxLbxS5jhGDQWGmBlxK6OmEjRCvhSdggyBPBBd72TQPf2VQMqkjIYMiGt/lVLFZGqyFygp6icQHj1Ye7ySpUty5pNgoDEoJChvYGJf0co2SGvAEEaisI+CRInrYazUDWoQoliJDzfj10VBIYt66k6o6erW4/n2/81DwHnvtKrK/xPjd7wZ2z+/C9vxtUTnCM59L/2//HYb/6gd56od+iLv/7t/dVgYE20uOZJpCr8fkj/6Y9LnPxY3H6AsXFx7L3rjB5F3vYvnLvmzqhSd33UX+kpcwfPBBeq/9irq0rtYv7/Ywjz9O+exnwYxGevP8Be9xjz067fF7UkI8B/F4/wHwjcBPAm8mGth/BAyAbwI2gG875vGdWxzWiB5XTeNOOEweuVE+kkrQ1dFgRG8yNt6eJVqlSZykCheNoa1zrLBzA/bDosnZprXRa86rCZE2Cj3zDdCbzjTzOMy1aSb8VEkyqeglAe8DvTyhk6potAKAJlaTCqSKnnGTw51vKN9INcIWOcvVtbT9XHN5s9hSK5qYmLdNJRPnwdUea33+vZkVe2PUKxtVspp9DwuDEuCdZGNiSRNYqlvWFdYzqFvhFaUjzQSpFAihYolZAlJLlvOES0v5vu7t/OLGEdm7vo4GxBKb6O1bH0lJmRKxXGbGE0vU1qJIpgJBmE7OzTPQ5PmrOpR9fTLmyqCictEDrmwUFukncZGUaM1Sx1PYLZnIXqJIEsWkroUGyLWkdGEqYVpaN81RJ0qzPq5wPjAoTN1tynKtJnAFYH1csj625Jmml0mUkmgg04pR6REKlFb08lgCpEXkVHQyjZaS4SS+f8ZDVQtlpFpM730nUVQzOW7pBN0sljJ163K8RO+ch9/vPOTHY0JdolS8732ITof0OTuLGs7mb6fGDshf9unkf+6LKX7ll5i89ivoPOP+WM87Q36a3YdXGvIOxQc/gFrAZG4wevvbwXv6r3rV9vN79au5+q//NcX73w/Pf+FUD1ooFYU2BgO4sLYtbVI5SXl1HcoC0ettWwwcNw4yQ/4V4FdDCK8XQjTLj3eGEH5TCPETwB8Dnwb85nEP8rzisEb0pMT7YXem6U6KTBBXnLneyttEiTexTcAcYh5qrZdOGaeNp9kYgsPITO6E2cVNL92SiFzOt4hcs4SoRO2++DlMeqAZQxcNAoKI7OPVbsrVzSLWQQdBCLbWo9WMTRSsl1UMyzZjbs55szDbDExjjLQS06YC1D1frfNcGVU1KShgfVQpKkrHUr6Y0JZqOW1gX5iY+17uZlwflgyqCkYBvwxF5clSxVI3YfN6ydVRSVoK8kSzmgv6nZS8FuBY6SYLvad5zC9u1scVpfX0s8gOdiFw/1qXtW7Klc0JlYuLtYn1hHHFyoyKV6qi9nCexrxnUi+0ZC2NOa0XrkPyhXEMxiU3RhW9PJbPCBEZwGProoctIE81QnlyCf06J351UDAyDolACCgTiQiBorCEEOjX0pBr3agR/NRmQaoVVwYlvs57Cw/GOYQQVDa2BuwnEuPBekGSxkWt7CoU4Os8faoVaSro5JrgIyPbh1gf3s8SGlZjVCCLz16qJEXlmNjYNEIKQT+Lz74QcREj6uuyX7GdRXDr69Pm78VDD5G/4AW75ne3hWxnOQIh0PniL6F4y5vZ/Pmfp/P3/u5Co7aN7Sw1au0iSbp4IR1CYPjgg6TPe962zkgA3f/pf0L88A8zeduDdJ7/wmn6BgCt4fp1uLB2U9rEX7uM7PfQiToxowsHM7zPBf59/f/mzUoAQggjIcR/JIah//nxDe/84ySN6GEwv8I1zjOYGLIkyi+Oamm77nTSkgvb2E2JVvX5+RC2afX2s8icdDNs4gaHkZmcxaxh3lb6JLa8u0aoYtHiZyfDftgc+yzrupPqaShYa8lFneFDwHkQRI3porSomeO6dYdbDtsE7WdblDXt9hIXCTMNA7isw/dYT1XXLwkCzlm8T+J13EW7PdWSzUnsVjQqDRNn2BgbTADPhDTTBBPnVRsEvVRhfZzQrheGpU6yzaO2LlCwu6jG7L3fmFRTXWOA3McweWVjE4yqlzEoTIyshMD6xCCA5Rnjq5XgUp4xLCzrkyrW1qaxLGtYM6ybhdloEiUf+1kkNTX3LrjYpWs8ttwoLJW1VA5CLrHjkpEMbBSOa4MSrSRLnSh6sZYlLPcTRBUJbb08ARGf4ZVOwo1xVed0I3mtdBYQuABpKnlyUEIICCUJdXpkZamLTiQCQeUs41JibWxKkSpFYSwTG+rtJUJCP03r1EDM7Tfvi9aSjtZIYhvDTqLpZQmqkfg8JMN/FvbKVWSni9vYwDz2GP3P/dxdt99WljebVhACubJC/nmvYfLmX8P8ha+espynx1rEdvbx80VGsPrIRzAf+xgXv+Ebbh5HltF7xSsYveMd9P7K16HTnMRFIqhe6qOuPoV+3nO3XRc/HiPWb5CtXZjKXe7WcvAoOIjhnQDNWzQkLsPunPn+SeAZ8390O+I0+l4eFvM523FlqWpy0I1xtVUNVNmp9m0TCp0Pna/00qmE4aJzzRPFZC6kCjsbsv2EenczzDt9N2tsr49mznHu74+SY2+2yZNoOMaVJaC3lIDqUPewMJhtxj5Q+hh6buomJ1UkaDXjTJWcishvjCvWJ2bamF4Fz8B6egK6WYIJAhMCpQ+sj6upZGQjzNHJooCErutXJ8by1KBgUFiotbmlFGgtyURkbA8mkQGbZwkq+EjiCh43U8rjCzudzBvJw+UFHnfDNi6Niy0Q6wVGlDSUdNPIAk9sHTIWAqWYiqQUxtGZ0QqXIvbDbVSYAAgxvWBq4lu8z57KxXxopuP1TGU0mHke5RstMVxcOciVIJhAJaMi1JM3JlwdGyCQDzQQKJcDpQt4BIaAsYYyd3SVYn1cxVCqDZHdTlx84QNaw/rYxPP2gU4qccHhA8QyY4l3nqqeTXvdKNJxeWNCqIlccfElWe5oJJJEezpJui0XnirJSjdhUID3Kgq7jCtSraaLh3kJ0oPMXaGq8INN1IWLjN71LgCyPfK7szKOWkkSFyLPoL6f/S/9Uoq3/Dobb3oTl77xG7f97UEjUsMHH4QkofvZn73w+/6rX83wN34D/z9+n86rXj3t2aykwNsJ3WoC3bhyraynePxJPBJdX+NFLQePCwcxvI8AnwAQQjBCiD8F/mfgJ+rv/yxw+dhGdk5xfVRtawl2ULGG0zDasznbLFHoZnKq61Ct87F/ac1QklJwqZ/tGTq/uRORx9qtUiJTh2B384bmdYlhKwxua3bwLGaVs3Yy2k2btobV24SCZ7dpxnQcOfb4N1HztkET6k61hGE5ZUJ7H6aynLPXoFMrVTWTs6+NduViI/tBYekmCgvkCbgA1jkckMqt3N3H10dkSmNdVDOy3tHLkpqEJBiXhsJavI/NHGyw5CqhoxOyVIIJU+MlQsAFMMHHvGKIxKssUUgpGZeWjZpIZlxgUll6WfTAmuvZPBPjyrE5KRlWnlxDOQpoLdCqgxR1LbadaauoBNYG1o2hco6VbhabXzg/7ezUoOlhDGB9DMteGUy4MbEMJ55h5egmcRGSCMHdKx3WJ2Vsm2gsWYw443ygdJ7JxHB9Yqh8XGw4Hz1t4wzXxtBJZC1GEcuRUqkYWsvEelzwIAWpCJQBVnuKiRXkOtBLA/2Ojs0rtECGWhUrUdwwsV4+TyUhwGBSMpx4Li2nLOcZbnPCZmnpecGNkSdNohBK4+nP6oYrISi9q0uVLB7BuEri9nqLBzCsSwCbe9XL9K5zlxsOCfXysHjf+xB5Tvbc5+75fkz1mEOYsrGnXuNdd1K+5jUMfuM3WP3Kr0Rf3CJNHSQi1dTu9l7+clQvMp7nvdPsBS9A33svw7e+9SYmtssyzJUrqNVVhqWlKiqqRz6G6C/hjSWRcnHLwWMqLzqI4f1N4CuIJCuIBvefCCHuJT7HrwS+/1hGdU5xY1SxUa90vQ9kqWKlk+47lHMcCkv7RZOzVTOlA1KIOPn6QG9GmzBOgn4qybefsY9iM6GbiE3zEpKzmNS1tg0az7DxBAvjbuoJDFsrXjNznEbU//H1MZUNWO9iWzcfJ/HSOC70s9iAe27FPCsesh894kVY5D1DbYC1nJJeCmcxLoafm+lDiHgumVZkWjIpDYUViBAYlI6JNWQqqiMlUiLRuBAZl91ET0t7NiYVo9LSSaO60XBiWC8da3mF9QEtIqu1rDzDKvZeFiES4qpguZD26KcxYqDlmI2Jo/IBDXST2JdWiJjjjfKR0btrWL/BSzYLSz9RLDfawJUjTRWKuPBIBWxOPCPjCD561t1Us9ZNcT42cgC4vFFwY1LhjENryaPXR3Tq/G7TD7dpcG5d1KxWMuaeh+OKa6Oa2CQFl3pxu14qudDPWC8qrmyWjEvHuJbpzLVGSrg+rnA2mhcVAhJYThQjE2UeM+2oZCAJkfiUKo1QgSwoKulIO5qecZReAC42SXAeKQJ5IlEyhplTrci0QKq48O1oRXABFQRD41kfx/TDWggYH8U6lBRoQKeSbpJslZnZLd1wH+J9KUpLZV1UMROiJvCFqQRpZT3r4+om7W/qWt9F74C9fh2RxPxq8dBDZM9//o7KUfPYLSy78trXMnjLW9h405u4+Nf/+ra/2Y3tPIvxH/zBtHYXFnunnUTTf/WrWf9P/wnzxBMk99wz/V52uxRPXKa85xmUHsSN6wTnkSpGjPwO3q1nsfd9UBxk1v9+4M1CiCyEUALfQww1/2XAAT8EvOFYRnXO0EzQgyLqplZ1Af7Exomkk+5MNpjdx3HpLe8HzSpxttwmUQIfJFLWCjYmThQNi3mRhF9z7oVx25RuGiPZqDY1ogk76b9ua3FWrxrHpSNVYmpolRQUpZs2Jpg9l2a13sBaTxCCkTEMx6buPZqwUYcLB7piZCzLWcKzLvVvuj57LYL2E5mY9Z7HlZt6UY0ClQ+ByscyoCdNSTIxyBC/X+4keO9xQqDryWzi4jNWVI7SORItSLVGCUikIlUJlfM466mIOdRh6RkVltLGxVNRWJ6sKoRUVMaylCUoCVeGFVVlWckT8lRPO/R0Ek237unq/YSxcXgvyTJNYWKQdamzleedVA4XPLnWOBUn7wII44rCetbHJVoqlIre6MQ6RACatoUILm9EsYz717qYRPH4jRFXhsVUkEWWsZ/tcq6jTGIqcd1s+uyMKwdB0MmiR6yUpJdoJsLSQ2K9YGIcZWV5anPEE+slgbplXmlYHxt6maeTSjYndfs848ikJMgAGrpKkScyXkfryHKNFpGdnCiJxKF1wmTiuWYtpQt0lMZ6kEpyz1q37gIVGJeGXAa6ecpynsZ3QQgEMCgN1ov6WAFjYcMbyropgkol2EAhoDR62pBDKwEiXo9haSIxzAe8lChBXKikspa7jEZpfv7ZHMfF2FJdBTD7DoQQcFeuILs93GCA+djH6O0Q0j0o9B130P/cz2X4G7/Byp//8+i1LZWqWW95t7zq8K1vRV24QP5Jn7QwN2xdwEpP/3M/l/X/8l8YvvWtrH3N10y/L3ygLCr89RuUeR/10UfIe3vrVMldWxXsH/s2vCGEJ4AnZn53wN+r/922aCbowjhGhWGjsNPwCcTC/9ki9UVoVpuldZHBuE8i0lEw65E1XqmUgju04sqgiP07ZfTMrm4WUxIVxLznbKi2sI6iioLvaV07WppYM9nUVUrA+jAlccFcA+v6PGc9ZK38tpZ5zSJhm5pWvX9R/9/YKCqwUVhKayhKy41JVIxKk6omY8QFwajymF6gmxbcd6E73edei6AD10Fbv+117KWaUYiebiIl3TzBuhha9SLmVwOCNIksXa1i/eWkcNjg8UJAiGmNS1LihSRLHHcudykrx6BWzMqUplIV3sPYWjbHFddHhn4iGZQlxlmUUEgZuD6pWMpSsiTQRTA2ls1JOe2U088TBqXF14zYEGKZy8B7litHL9Vs1GpdUkIiPYVlGi4vrMeFQOWiQccJrLUUFaQqkChFIBoJ6zydJPaqjQSieN9dEpWzNkaGYeXIEklfCFyoG9FbjVYqeuNKTZt4lCaGkPNE4oTk+rhiXDomFVwdTLg2NKz2Epby2JgietGCEGT8v4hCIghBlsTnr5toLvRSKuNxQm3XI5cCjcQjGcsoD7mSN2pQAZ84VvIMJXM+fn2EJmG1kyCliHWtAowx6ASom24kStBPBKXx+BBlJ2M5UMZmUdLPNBd6+bS/bgwTK4zxKBXLsXTtqSsR651jaDRyESrrmFRu6iQ0wiSzUdzZdyCMxwRjkHUZEexdv7sfNOHg/pe/luGDD7L5i7/Ihde/fts2e5GY7I0bTN79bla+/MtxxC5ajaiOH48RWiPSNAq3XLhA55M/OYpp/IW/gFBqaqhFmsKVq7AWKDYGhDsukdZErkzH/sn78b4Pg7Yf7y5oJmgzox7kvGNchkjgqElJu5VZDEsb5eLKKDeYasFyJ52+yCdVoA1bHlkUt1BTr3RW5s+4KJTRmRGoMPVCoTGEzgXWJxXOMe3Rar0jr0N/E2MZVw4t5ZQY0kv1thd59jybfGjlxE3rx0agf1ZMf1zFsqVeqhlhuTYuuDYsKSvPRmVxNZlHVPHF6EhBJ0/IVJRDHJSxPrOf7yzuXzmPqCyVlTvmmXfKeS+SCQ214EVzLK0EwYu6HEnRSSKbtXl0NoqSjaKkl2i6ymOzBOsDzlrQmlwk3BiVZIniQi9lXBvsRAmeHJQ461kfGzpaMjSOQVlxZVBxYUkzKmLeMtcOJQI3JgYvA/1UI2XJJLVcWspZTjXDIi46pBB00tjxKNTa3amSLHUUwUfugHUBrQNSyCkLNFFyKuhgTUCpAFIQnMeGWG+q0xhydT6+T0rEUplG9zuW08SQaRyHJFFRTrGbJwgSNsZROnJ9UiKIjR7KIhB8HH/A413kDQSYMqALE8jT2BFLEklpSsJaN8N5Typi4whEjMCsdTQT41ntplzs53ii2tRSnrAxMWgES3lkEqe1IIdD0U0juWm1l2O8nypJuWCBmFqpSs+4FkgRKtYHi+DJYBpit8HFbkSFYVhVJDJDiBhZargNy1lC8LFsaiWP7Q9DCISyIOnkWwt9YTB1jj5qZMfrPovmebWbmzRWuXjf+xBpSvYJ21vtHRTbwsEX7yD/rFcwePObWXnta1HLO9fqzmP0W78VIyh/5pVMjIutTGvjmxUFgYC6cHE6f/Rf/Wqu/It/QfGe99D5lE+ZnqPodlE3rmGGEwqp8XUUL3Fxfk+kJJHs6X0fBgdRrnoF8MXA84FlYBP4IPBLIYTfPbYRnSOEELbVqo4qy6Ry9DKJC9BRkrVuuqPxbAT8m24/qYre0aSMK/3eAhWg40ZVe5cQZe2aHGoTIlXWE3zjZW6dh62Zq+vjaiqHFwJoAXmmCdSlPs5TWkmut1aqU0M15726EKaSisDUM55nGc+zmBsVp03nGVWOzVHM6bngKSuHVIosjQZC4EjSnG6iyVI1fWkmZqszzvz9ahiz1kWjK8L2khbYmpAaY9uElmFL2rFZTI1Ly6SKhqawDmujtKOUUdqv8RKbNoijSewCdGNkWBeGPNF0M8mkjGzZbhobs2vZAepWipmmGhvSRLHS0eQq9nydGE8YeW7YONkHL+qFiacyio2xxQRYqUk/8fwdncoilCBXgjoSSp5oVurmF6NJZOmudnIm1hJ8YKUT85BKCDyRmbzcifrFE+tJU01ZOby1GBvQMuCFJxGKSeEo0tjiUIgooWjrZ6QKsNaJpTGdNOZJ+5lmuc4LG+ujcMW45OrI0s80dy9l5JlmfVDggwESBkVFkip6Nop4WA9pIukmiqUsIYhAqhKQkEnBpgl0OxKVSBIh8EEglGQp0Sx3M3q55krdP7nRvN4AFB5N9KK9D3SyqBwVqpiGSoNACYlzHmsEk7JkZAKTwlAF6KQS4aGsYutGraB0guujCi081glKHFfWS+SqpJvGqJOtRUIgEq+qoiKvxrC5gVq/TigK0gtrhOc9nzTLWO6khDoVktaKaTu19bRXryLy+LyVTX432SWstwcWhYOzL/tyit/5bTZ/6ZdY+4t/cV/7mdbuPv/5cFfM2Tbs6Wo0IllaRlUFysdWiADdz/gMZL/P4Dd/k86nfMr0HIWUGOuQk3Wy5RWyROFCLDlqIlFaiSm34Dix5x6FEMvAfyEymBdZmG8TQvwS8JdCCINjHt+ZwvowNbpRM1XTTWIONBa2x5Vnb4cwZNOBpkEnVWgXV8WdRJ0YsarBokbqpXFYF8izyKrNElVrMN98a68NSgrj8fgpWUgnkkxJEHHyUbWghBJEQfeaeKbrhUaTnzXW1xN0mPb/1XKr3vAmrd+ZscecGmxMIoEEIelouDysJ3QX6GWKXp6Qitg8Oqs9jFRLCmsYjCMhqCE/NWHrRsDf2q3SmVgqxDYxh9k8cwzb+fhS1prMItReM/FnN1OAgkngRmXYnFTkiaaXKUQIXB+ZGNqtw1nBOUIIlC56QBvjQCoEQxfoJh6lFZkQrC136Il4DOtdXQfrWcoztNZc2yzYnFjSVGHLGCKWPjCUHuMjcSdLIus5TSRFfa43hgEhBY743EsR5f56qcIaR+F8LIep7PT6ZYnkQi/2ot2su0c1C81uqhiVcZFqtMaFikHh0CLwuPXkqatLmDRSBpJMc0HAhU6CI6Yg+nkSUxEBLvWzKD5SGgZlFeUepaKXBrqJmj57Wabj/S4N6xPDxHiQcLGXslILVKx1NL1uxkZRIbRGS8/ljQpPnIydCahUsNaLjO2luq1eZSPrOTboiHn4uKCL6QlKw539jKU8nUaXpHdQWUbjMdXGkGJzSBgM8esbqMqRa013bQmWV+kt98mSLkYmXB0UXB0ZLnUUQxvvR2Ud14cVrpNEsRvvqQYj/OY64sYNdDHGiYBOU1S/h+92CeMR1R/9EcmLXkRvaWlbNKl59ptKg0xHbkc5KSmuXkOvXSAMh1SPPMLqV3/1keaiRVEmfd/95C9/OZu/8issf9mXTdnJu6H68Icxjz7Kytf/jW2f56lCbhryZ95PHjzhox+Bblw4iCSh98pXMnjLW3DDIbrfJxhHZR0mzRHS1IphYspzcSGSDJtc8XGLaexn5v9ZYqnQO4AfISpUbRK93pcSRTO+BPhp4IuOdXQ1hBCvAt66w9cvCiF8YGbbVwDfB7ysHudPA98WQhgf9LiN7NpsveBqP2U511NBfKDur3pzHnCRd5Wo6K3Md3A5Ccw+7I3nPqmJO5mJTbUTLVnuptvKgqyLes3Ge8bGTsOhaf3CChmN2Gzf2kRLhoWhMNHoisqTak9iPYPSTA1soiSjOkfZkLVmvdxFY4daqjKVxOyoZ5KmXOgKhkXU0U2VYqmrWc4yPFFNqpdrnIupgVwn0/xYl9ipJVUSUVmsk9MSK1nf88J6unXeqAnNN6zQyjiuTwwiUDOnxVTGz4cwre+tXBRGUJJpZxxJrMEF6Nb6wteGE0xt2AaTWIuaSNiwnjgNKFa0ig0MKssdvQwEdJTCZoHCCpz1BBdIdMJq32G8J088pfN08wSlPCu9lKVck9Vs22sbBWMHwTtW+wmp1CCjSEcIgmFRImnqfhU+OKSomyoo6GdqyoRvlLIE1CIfgeG4YmQC1jqujWJjjX4KZRXLMi4TuEd16KaalY7CZZpuqujXZB/BVg65eVbyVDEqJcZZpNjKrZfWEbxASMlSJ2VUxtppESBIQV9r7lvNSVXCUjelso5EKcbGEGzcb2l9lEdMZAwvC1jqpHFh5mMbvyfXK4aVpSyjbvcdSxl3LmnKwmIGm/hCU1y3mPGYjisIG0MGRbwfznvGBryUbKocmwtwjnQ8oV+O0Vdjna9A0C88hgy/vESW5/T6PULwmOGIcrOgenSIW1+PDkGiEZ2cstsnUZKgJMaBKw1Z3iV3huqP3k3nRS+k/8z7tt4pLblhK3xdKSCAy5sFejigMnEx6t77EIRw5PzuTlHB5T//Op76vd9j8Mu/zOpXfdWe+xm+9a2INKX3ildQznwenEMnmv6li6QSRg9/JPbvrVW2+q9+NYNf+RVG73gHyWv+bGSxC0GVJFip6crtKn2z4h8nwcPZ1fAKIb6QaHR/IITwrQs2+UPgx4QQ3w/8fSHE54cQfv3YR7mFHwTeOffZ481/hBCfAvwG8BDwzcD9xPKn5wJfetCDWb8Vlm2MSaIEghge00pMjc+iPGBa19A1nWtgSx7wNIQ3moe9CYU2hIpemkTP1HmEjuFyYJonsXVdaS9Npm3gOkJQGMv6qIKQ1s3VY9irsrFnbGk8xjrwkrzOQza1tXFFLafCB0qIaaODRdeuWZE3nnAsVVKkHYWsBFnlIY+emw8xt3XnSqfOJ8dJOwTYcIFuFok8qZKQQjKzXykEo8IwNluRgVQL+lkMsXbrcpvNiZneQxeY5oHHpYmr4RJ6ddP0SXDcGFdYFxgWUcBkNUtASgalwVSWgESIaGyrup1d8JEo430UHej3UqyNoed4tEBHRzWjonLYEBmpZuLZHFu0EKx1FJ00ZzVLuDoqGJRRWKObeVY6CSt1K7uro4IbQxMjE4liYh2pVLFLkpKEENn7eRboiChPmKeKTAlK5wk1O3t20bm1cAtcH0/YqCxdpeqxx560SZ13n1QGV+dgi1oHuZcl25o+9LJIhtoYV1EWUYpapKTk2sRAiOVM14YlF3opF3sJWQIdmXBhCbIEjHW4EA1oP0vp5MlUGtV4T+IUBofSEukjUzy3ilRrnPE8sT4BYhj4yc2Ca+MS4wKbI8PQxAXkZH0D/djHyMoJG1JQdTOWeh3EUg4rF8iWPLmIz8r46jiypF0JFgqp0J0uvV6KUCLm2F0gFyUXJyXJjSFSQue6xgdPojRJqiiXuvhOD6k0MlFRTtT4bXwTpSMHV3U6dDoZ4qN/SmkK0mc/G6HUtl7czTwxLi3ptWuoOrxaPPQQJAnpXCP7g2KnUqHOJzyXzqd/Opu/9Essf8mXIDudHffhq4rRb/823Ze/nHR5CTeTMw7DIdn995HVkcjk3nsxTzyBWlmNz9NznkPyrGcxeOtbWX5VrOm1LvIIfAgMCju9dkndH7vBSfBw9vJ4/yJROOMf7rHdPwReB3wNcJKG920hhDft8v0bgWvAq0IIQwAhxMPAfxBCfF4I4UA60rY2WALQUpKqgNax60pZM3pnS2wWrYz62VbTAdheqnPSaJjNzbF9CLERen1eSkRRhKcouHMpZ7mTxKbflcMQFxndRNet6RylC/STLZKBID68vUwzKgyF9XXz9YAYFLGGUXhE2BLKaK6bC3HCbcLV8x2F5sU5Eh1VeozzcZLpRkPVyXTMEdZha+tdTfQScWKVaqqeVBpH5RzO+a32cc4zNj7WdtaTTUBMjS7A5sREacCamCKlIFOS6+OSojQkOnpqj9wY0FEah2dcBgiewkUC1aRy0Zg5x+bY4EJkN2sRCBKwNnaomVgyKUhTRVE5LnZzOpmioyXL/RQh4Now1pJbH/ChYjJxTKqAVDH/2cs1aSLo5glp4ulowdAEMinxCIQSXF83OO9jaDUELm+UdBLJZhVZ9yLEhg29RCOkwPg4yWkZWc+JbK6nR1mBMR4E0/zrxjD2iB2EWAWQKo3TFmTsyOS8rLv9eLpSU1nL5iSWwZSVo9dJSLTk2rBkY2IojIUgSBLB9YnDO6iMpTLxvpTGcm0CKwgGPqYglJIIokculaQiMNgocMGhhQQh2CwqrInNDkb15NvvaFa6mjRRrE8M3UTjCXgvGFeeTMb6WF1UDD70ceT6FUyWsba2jOpkTLQkTRK6IkZAUiWxIeBHYy6993/Qe+8fsvTRD0KAyb3PhOe9APmiF+Oe/VwqF7DWk+QZKIVxcc4wda6xl+mogpWo+AwrUTO04/M8z9UQgjoikxLSi5jHH8cNR+QvfAFebp/+mwieu3IF3e3GBfv730/ywAM79sLdC7OiFjuVCq2+7nU88W3fxuDXfo2V1752x31N5mp3Z/fnJSzft1Wnm9xzD9VjHyeEgBDRUeq/6lXc+LEfwz72KNxz37SBQ5bIejyRrzBrdE+qUcJehvfTgDeFsLuvHULwQog3Eb3jE4UQYgmYhFnZIKa56M8H/nljdGv8OPAvga/mEA0crI0l06ruHGJqQ9wsLBsGL+y8MtpNmOKk0c90o7EOAUbGTvOTo8rgHFR12LcJv8JWaQ8pUIFzntVuxmrNah5XtQKOrFeMlY11pPUq2gdPP0tQUpJopjli4yLjFDSbdU10ouW2zkZNfndenKMpcSpyRz+PxJxUxcVD6WL+bTCJJDCvIjHOuIos0ZQ2ShimSnLXSk7lAsvdKEqw0olM0JiXVlPjWjnPxqiaRgsGZUVHR1KS8TEnK6RCiFireXUU6CVR6amoDMjYvi3muAO9RDCaEo1kVBqyDghRWGHiWM2jFrSUdQ9gGeJiTUmKwjDCxYiFd5TWYqroNWdpzINvTiqKyuKJi6LSemTQ9NKE0hgIDq0UPa0oaxGSwjiMiZKLa5Io3K8ClYs5+eghxhxYCDFkOjGCq6MhiRCs9lO6iZ4aXikl/U7CoIo13bkWSCHxaDKtGJcVpa0VuRxUzpDqhEAsSfLAxtgwqQkuQkDlaj3kiaejBCMHlXcYF/OyN4aGrgkEJxDBM3SOpUSBVFjr0fX9ujGKJVGdVJHgGZkQSTYukCaRxd3PJJeWMmSAPJHkiUQrDZTkSmKsJR1s0P/Qh0hCYLi8hFCKceVZ7tSMWWKLxWJ9QHj3O1F/+Acsf+AhVpzDrqwx+MzPQSSa/CMfInnbmxFv/VWCUqh7n8nmMx+geu7zcM96gF4eU1udNP4z1oOQ05rkQEzDNCI48yksNZPuEkKg1i7gBptM3vWHyBe+CNItD1NJQSgKRFVRdLqYzQH+kYdJvuy1TIw9MMloJ1GLeWTPex75J38yG7/4iyz9uT+HzBYLkA8ffBB18SL5S16ytU8l8WWJWFnC5R1MI4jT6ZBcuojdHKD6sY6//zmfw42f/EnK33ob+qu3k7nS2onK6gqMk2Ayz2KvK3kfkbm8H3wQ+LojjWZv/ATQB6wQ4q3At4QQ3lN/90nE8/mD2T8IIVRCiHcDn3rQgzWh2TyNrfAaMkKvbiowJScofyiG8mlpPvfz2BwBAdbEvK00Hk982BovpWnB1+S1G8OX6Cj4MK6ix1raSIxZn8SSo6KKikezZTgixEbkWZogRZy8fF3nG3zM8TVCJKIxytYzDBbr/bQurwnTNz2Cm4hBw571IXrcg8JweX2MJ5LYrI8LJuMg1wERYvF7pmL3mUERWbpNidFqJ5m2mpMiqn41eXHrfBStl3X5CVH+MOYiBd5HmUKCwKtA8J6xBSkcxjiujEwt9B7wDqSU5CqwUcYSrco6CFA4h0LSzRQegdaBFRlD35PSkGlNkIGxsVHrt1aTSrQkFYL1IpatDQqLkpGj4BAEYVgGMi1ASqxzBBzGxVysD/EeLOUxejAsG2Unz+WNMb1uSl9pLq7kWBcYlQUDYxg3Assi0FvTFJXDNPnrLKGbGq4OSirrWco0d3Zj9ERKxUonlo7lWqCloqxiFCC2vosKayPvWetnZFrRTUItKyoovK01wgWyNoSl83SEit4sgWAdS/0UITXGWzYnMWojgI5WOBtQKspBTmyU8PQOtAJjBYNJNX3PU61IiSpZmxubqI98mPLadWySozs5qRYsZQl5Gt/hbjUme897Kf/onaj3P4RwDrd6AfPKz2P8kk/FPetZZDohqzkBtizhI3+Kff/7kB/6IHf+7m8gfvvXCUphn/Fsshe/mOVPfinFM56DSjSFjSz1wgYCjkSayAAnOggNEhnrlOeNh1paxhcF9j1/hHj2J1CuXtxK6YxHsZKgcsg//RCEQPbiFx+YZLSbqMWifay+7nU8+R3fwfAtb2H5i7/45v01tbuvfe1N3ZHCeIR59idQzgjsVE7Sue8+zNU/IpoMUCsrdD/t0yje8Q7S1301TWRAq63I5Uka21nsZXiXif1294MBzRkePyoiyetXgKtEUtc/AN4hhPiMEMKfAE2c4YkFf/8E8FmLdiyEWAVW5z6+H7ZCx7Ot9CCGZGa9scMwlE9TPrIRVBc1c0+OYy5JNcIBgPcxvNsJYWFHoKcGBcbHXG40wI6OjrWGpXGMbWRoahE1oGMOPJbTSBE9yJXauDWdd1xo+t3GFea4Lp8JIRJjJlXUnW0QAtw/I4TRLFZujGJNp6kNtvWeTClEiLq4Sgt0COR1mDzWAAeWuw6tJIrY6SWrPctEy2i0fNimVFYYi5KCLE9ZTjMmWFwA5wVGxZC1lJHgI4Lh+tigiF1/CuPZLGKI0xrLprMMy4Cr6337qWRjYujnCR0kIQQ2RgYdAqbymACreVTr0kKCFCznsewliIDzHms8o8rEbjep5OqgopcqjBH4DNw4TthSCYaVZ1hUdBKNVII7eimJVlFCMFfkUrA5iQuGVQv0A/1S08k0oa6z9XUIf1xCUUXVKRsC1sGwMlS2DkV7sIlktZuAgeVeElvnGc/1YUWSgPSCQU3OWumkdFKF8Y6hsfSS2JLwxsggRCRrFcZigyDU0RAJbBSWSWXJk4RB4ZCqZK0vEB7CU09hgsV3lijTjKA0IsTQeTeNUZYsjQuriXFM1h139HOkDNg0Xo+7JtdQj76fywHEnXcwGhQoETkfy77kwkPvY+mhP0R/6AMI5wgXLmJe+XmMPullVPc9CyFj2CkVMd2TZ5LVLIs12y/9ZKoXfCLXRhUUE/qPfpj84Q+TfvRD+F/9JdZ/+RdheZnya76O4QMvjrrcLqDYUktbypNtUbdMyx2NiMxzhNYUf/JB3B33wP3PYBLAX7mC1QnWOZI/+QBojXv2cxHO4+ecA18U+MEAdeHCTcbwoA0P8he/mOzFL2bjF36BpS/4gptKl5ra3fm+u8HHlJRfWtlWl2GsJ+n2Ub0eviiQeQ5EktX493+f5AMPIV/6KdtInifZf3cee830Eg4kTnkiow4h/A7wOzMf/TchxC8Svds3AH8JaGImJTejmPl+Ht/EDlKXUmw1XG9+hy02byMEsRtDeZFXe9rykc3DntQruyZ3Gn+6WoZuK7wC29sdVjbWtnYbb9X6Wry/1sTNU5iUsSBfpgQlqIyll2Z000gIaRrKJ2pLdM36mRpfH9gsKkKI+dr1SclgYljr5uiaNWyc58awolOXQqVacn1UcW1QUFlHYR2b45JxLf/Xz5O6dEvjfWxOPiwdqVLYEKUHXa25negYZtK1ilJRlxs0Rtc5T+UCXRn1lQOACExKh3EOEzypjuFF76KqlxQxfx0ECCSZUhgbuDEuI2s0+Jq8Ftu6TUrH0DiU6mBsINGCKgSujAzOOpxN6eSaUVHRTSSChG6icF7w+MaYG6PYjWowtmQmlps8NTRc7OeUpWOjqDDWoYRCSOhqzWqmSLoJa90UjebGuAA8jlibq1VUauokCYMqEn86Scw/h+ApfcBMLO4pT5oqgo+h5tJ6BoXDB49SionxPLpesJxJZJZQuViStV5ULGdRBvHGOLbr2ZiUrOQZl5YzysoSPFwflgzr+vcQYC1PGBkPScB6wXDsGFclF7tZbFovBWXpMIllbXSD9PIjDE1stye8x3e76IsX0cvLJP0lsk5CWXlyHRnNSZ366GYJrG+QXXkUOSwY3XEJvVESxlX0WDfXed4fvZ173/P7SGvg4iXCqz+f0Utfhr//mZQelJQoHxtfWA+ZjDXeJkCuNC4EJlUULdFaUqY5wxe8BP3JLyPNNR1foT/8IYY//VNk/9e/Yvzyz2H0+V9KJRIK50lSwXJkrk2V5PbDxHVC4lfWEE89iR8NGd91P+apqySrK7FD1fvfh3z2czEqwRhXCwZtzXV+NCS5955IYrpwETGjQrdXw4NF7fZWv/IrufxP/gmD3/xNlr/wC6d/E0Jg+Na3kr3gBST33rttf340Qtx558Ia4wAkz3wmxfs/MDW8nU/9VOTKCpO3Pcidn/nyE2v7txf242J9kRDi7n1s92lHHcxBEEL4IyHEW4Cm7cSk/rkoQZDPfD+PHwR+dO6z+4G3L3cSVrvpNkYytbJSg93ayu3k1R50NXhUzL8EvU7CZmVrwQlJ8DEfs1J3FppfLPiw5eE3XVG0im3IfIih2dWlHC1guZMyKCq8j2pCAtA4Op2UTqJY7iSx5pEt3eZER/GLcdnkh0Odc2zIIRIlBNfHJcY6Vn1sfjAs4caojB2jnKcoDU+sF7GHaZaQ2qhEsyYzEikIxE42AEuZJk+3QkxKRGH560VJ8IFunkSv3EYvs6g76XSyKF4Qu8RUFKXDhIBE4IXA1Z19+kkU9jcusD6saqUhx6iMkYZuEglMV4taoMVHCUkpRSTvpBrrPUXhkDJKk3pK0jLq61ZWsZQqKqXQIkRilIhav0kimZQuEoCURAbYrCyDwuID9BPPxMKFbgpKczHP6Ogo8NH3GoIgS8BRy/DVNduN0H9UpBIorfDjihtFxVO+IqsZ0qsdjRYChacwgYmpqCz0M8mwEkxcoJdn0ITDQyA4z0qmGNS602MZSWgrXc1oPME5T64EQgq0lBivWFKOIGIpVdULdExtdICuFhQeyus3sI99GL22yrJQ3BhVUYzEWtKnLtO7/hS9TOHzLm55GdtbIoiMXr+LNBXmkY+g1q/i71hlM+8xGZYMCsfk6jUeeNdvcf9D/wPpPeNP/Qy6n/+FdJ7/ADfGZXwuqsjkzhIQsomeMZULrVygMJYsSUBGVvlKRzOqo0JZKsF7Nryi8/xPpPiW/y/Vz/w0a7/7IPlHP8THXvu1+Hvvo6ocw8pGDooSu+ZVZw2Nr4lHam2N4vo65qn3QIiEOzEZIR59BP8FX1S/77ImU9aa28Ygs4zsgQcQWUb18MOoi5emCma7NTzYKfebf9InkT3/+Wy86U0sveY104YM1Z/+Keaxx7j4N//mTXNbMIb07rsp5j43NekvW15FakWwNkpJak3/cz6HzV/+ZdzGBnplZcd58ySxH8P7NfW//eBkLMfOeJQtw9uEmO9ZsN09zJQdzSKEsA6sz34mZry++TZyawsM0yLs5tUepP3VceSBF3XS6SSa5TyZNmTP6nNdtFiYJVwlKuZqB2VBqJnJQoCQmos1M3pSeUJwXN4oKetuM/ev1o3E2d5YflI6hIRB3eig8k1JSmxztjkqGacKY1xsEL4kSHQkSXkCw8oyMbFG9HpNyOlmkp6O4d2ytORa0e9oVrsJqRLYEOgnSfROQ6C0MeccEFwfFVQusGIc3URRhdhJpic1pfFsjktEgPVxwRMbBTZALhXOWzppQmU8l5ZyMq0YTEqe2CioQgABwXmoQ+keSS9VLDnPKARsgOUssn/TJImlWS4QRIxMxJ60sXyrMHChFyicpyoNfjhApmn0BolkG+/jZO9drKvFb6kceR9DdN55CiyFTQgEUq3pJ4rSBSyBVIkp83swqTBOc/fKErmNdcapCgzGMc8cAox9YLOI7Rm7maawgUQKNopIuqsquLCUcXnTcIePdcBKCpyP+e1OLe6gZcwFXxtNGJoU6QOldUy8o58kU0OykisSDRMnuLC0xMdvjGM/ZGMxiUYXEzof+1Pcag+dJHSEIPRTjPEIkdPPY6en5TwhcQ5XDBhcewpZOrxOCN5SIZh0eozGlomByeWnuP83f4273vP7CO954oUvY/1zPp/lZ9yP6ycMNysK66hcQISYP698IJOQ1LKYkkBwAaFiVMGHQEfrug5c0dGRfW+tZ9M4NicGHYuaKb7wddx4zvO59xf+M8/7v/8FV7/wtYTPeTVSxkWsKbZa8cX3aCuvOm/wtvGfe32wQyAq8SUPfwS8R77gReR1YwbYcg78cED6wAMIpUif9Sxwjuqxj8ewc/2gLWIx75X7XXnd63jqe76H4W/9Fkuf93lAJFWJNKX3WduzhdH4p+QXVnGVm85b49JOewCPPXD3fSQf/xhq7UKcfz7v89j8xV9k+Fu/xcqX7l1lOrtYOS7sZXhffWxHOhk8F7hS//+9gAU+Hfi5ZgMhRAp8CvCfD7pzN1qsubEfA7ibV5snal8N2Y8zDzy7gFBWcMeSvKk3blFr5c7C2Ng6bFbuUWlJTwtkllLVf5PIeA6j0iJE7C27Pqri/ivBeqa423W2tR8clpHwFQLY4CmtjeUtLhCQGFvx1MTTNdETyhNB5RKuj6oorSepS1oCGyPLk+sTntgsuNBLKdw45pmFINMCIfJa/FyTi9i0fFyrLSFCbJReT5jOBTaLuBBwxoNWZFpFyVDjGJkR1wYVEsGocgxDyagILHU8qx1Npg1Lqxop4v0SAYZVoKgk2jtAcbGn6GQalUjWQtQNy1ON9YGubvr2BowXeA83Jpa1jmZYxIYDm4Xlyadu0HvqCXqjdYRU9NKMe7vL2KVlbgjFxEsyCbFfU2SMOxtLeGILxfgsBgJKKO5b69DpapQGLcFqeHwjat+uj0ruXu7y8Y0xqaA2cJFoN6lirtw4T2ljuNYnUXqv6a5mjUPXIiCCwNhaEJGp/uRGQWUtIk0QAibWUlSOVAs2xhO0DExsHNNgULG2nBMQZDolyzK0c4xLgzOxe9K1kWGZCfc9/mFYikpQovJkmSJVatqYQ0e5NZwL9Hs56XIXxhXVsMRUhtIlVAiwnuLKdZbe9mvc+a7fhRB49AWfysOf8Sq6995LphUheIYTW2tQ10ZNSLopIAT9RFOUE7Qx+KrEVJYskWShi1BRdkRnGgv4ylF5CELhHBjjsFKgZMB7GH7Ci3n87/xvXPq5/8ydv/yz2Ic/iPvav8ZErMZWgnXbzNk5Z5HBmzUjmZbobgcR6l7EH/ogXiqWPvGF2/YlhSA4BwiSupeuEIL0Oc8hWIe5/CT6wlaP3fnw7V7Rvs7LXkb6nOew8XM/R/9zP5fgHKN3vIPuZ34mck7Zyg8HpM99biwVmtGl1zPpQYCwdhHzsYeRdflc+oxnkD7wAMO3vpXlL/mS6UJhEeYXK4W1O257EOw6i4cQ3nYsRzkihBB3hBCuzH32Z4gLgx8DCCFs1KHnrxVCvHGmpOhriaSv/3rQ45Yf/CCDZzwLq7byB7PGbzdvdC+vdj9N5w+SB96PZ9x8LoWYqjjthXEZJ5NcKzyx3hFgqZsxqRxSw1KSRlp//YIPq8gyjdN9vUJ2nsHE1DmomzWalZTkiaYwkWBlKkfwgX6qWOpogrfcGDsIE1a6KVUdmlQIFFA6w6ByqFp8PxKDAnf2U0aFR1Cx2kkxWNb6ORtFWY8tLigq7/C+KUHyiCKwKQRJosiDBwdLWWShbgwLnAMhPVVl2SyakiBIhCDXlvVJRTfXVN4zKgxBKHp5VCVyBKSSCAJ391OCFFG1qrDkWpJJwR2dOIFG42O426dcGRlSAd4W3DW5QTa4Ct2MQXcZrQV+UtK7/hTi2pNkLlAkGX71EoleZqA1yIRuX3F1WHJHX1D4wF0rHQZjA9pzfViQqTx6p97H/jtSkdeRjmuTgssPj+lkCevjEu9jrfRmzaLOE0UuweKxIdDLEtAeL2KjAokgSwTGwnDsoCtJK8fFboJDoYBhrXQFcH0cRVmWsqgktjm2dDLJ6NqE+y5ksYlC/Uw+NShxNlAaT1dY7nriYaSWVInmYhI7B+WpRtTt9lIdUwvWBxCWcjP2R17rxbZ9133cjqvXWPmtN7P0B78LBK6+9OX8ySd/Dpu9VfI0LhK9ikIMQcRuSULG98UUJctJIHUOYeEijmqlz2Z6J16nuH4Xs5Sx1tFoPLY0uEmB2RxiBhOCrXBFgRpOYiMAa9BLS8gkxS8tc/n1f4vV//5brP7azyPf+AbKv/TXqF74EoQUrHS2y53uZPCkiGkTIZiWCvoQcH/6QeT/n70/D7ctP+/6wM9vWtMeznSHGqXSUFKpJEvyDAFjZhoCDsQxTUMUiJsQQrqTdNydJoEQeBLS8DShgTAkDSSGhqTNZLATMDSjIcbG2JIsSyWpJqmmW3XvPdOe1vCb+o937XPPvXWrVKPKls/7PPWcuvvss/fae631e3/v+36H976XorkFZty2iuPpCe7++8TdZwylNeXD7yfHQDw8PKsu7/Z+r/a4Uoqd7/xObvyRP8L6R34EZQxpvT7j7m4jZ+my2INbSX47FruzeFBFgb56D+n46MyMYfpLfglHf/bPMjz11CuaP9y9Or/rU193/GxxJ/o+pdQGAVjdBD4C/I7x/3//uef9nvE5/1gp9eeQWe33AH8n5/z3X++b+q5j89nH4IOPkLQ5A1UN5pbG7zburEbv1t69s6p9tcr59cyBX6+37N2Obfuq6z5gttKQjLrD58yvRSBDZqVaK4KHQcUzUwUz8npjyqhxLlQaRRdlgZzXjpzDmZcvcIsbbRRl0picGXTEOE3IcLQcWPSCpFa96PuaIdBbSWRdjLReTArqUYP4eD1QOaHm7DSOlKGyor9caKlA2jHpkqVdmqIgfXPOJCVI1pA9sbH0XcQaxeFqYLG5tbEYvLTayaLCtAmBSbCEKAhipxRGGXyMaAVNaVAorIa6dAwxMwyemDPr1oOCVDh8Sry06NBKgFerzpNCwKxW7N98nnXX8cL+HpcC7C5O6GdzZvMJOU/QiPRhM/RU7SFqfZ3ZkDA7M9g/oCxLFqkgjdSTpIQathoURosO96IdWLWRSWUoRw3nZetRWrNTB9ZDQGnFXuO4OnEctQN915MQpSqdFfvTknsvTbAnnegoG80QICe5dhxSaTWFZV5Z+hDQrcepzGIQrrizGoNiPX7/O01B7TTeZ+lGKAhB9LVDyKzbnkvXvkSIPWE6p/Qiu7nbiH5yqxVDEq7wZhDbRqvFjnA1hDOltvb5l5j+o7/L/NM/JtaZH/0WbvzCX0o/3acAdoNYG+axo1IbsLEndz1k0dY2ZQUHBxQHB+i6JmiHInOfumWWUVnN3m4j8o2bAZszZcwcrnuuLzrZhGQ4XrTkxSmzp79AcXAAaHYbC7/0l3PyyIeY/+U/R/nf/THyL/plrH7Dd1FYQ+3MWbIM8fZNPDDSAOXei1HU5KrSMiWyevopdr7jO85kULet4pxFV9zd83LYj9Ka6gMfoHvsMeLJCWZ392XPeS1m9823fAvuwQc5/et/HXPpEubSpZdJVubNBru/fwaa2sYrJfbyvvsI1188+/fkF/wCjr73ewW09QqJ98611sdEv3ndysN3jZ8tifdvIsjl70EoTteR1vHvzzk/s31SzvknlVK/HPjDiGjGAvizwH/6ht61bmiPTwhffBz93veftSRCSmcgnfO9/zur0btVta91PjyEW1xW4Kwt7Iy+zfv3vHXhVmhieyzAmXh9cfY6kpTPH1s7Ou0sOs+iG8RkvDDkLKICxdhGPFx2rIfEtBIk5qr19DGx3gzgNHsxM6sds0K8TE0nsoDG6LGFdSvBpyRUmvPqVFqJG0z2ssg6JQ49R52X5JigcZC8B1Ow6gLrIaGRalTljDVWLOhKR1VqqsKitYhLlM5I1aOgbxOHKwHAV6XBh0jvRfO5jRGLgJRIinYzcNImCiM7bWM1XScSjRHwKTAtHZWT2XLjhN7ig4g2lAWUA5A0RaXwSbHsBvQQWHee1ZDoBy8axoCvMouuZ9mLRKSzEBYrLt94Ftt1RKV539EzvOfTf497nn8SEwPRWPr9y6RLVxgOLtMfXKHdu0x3cAU128HGgB4GJi8+h+sDtpxyeHAvayudixgzOWeun7ZEJQnR58yNVcfxKlAX4m88KQ2bwct1rMBlAaJNy4L14JkVhmlVYK34AE8ryyP3zdmrDS+tBVW9aCNZa5TRpJhoQ8QFxay0DCmz7oSGVTpL7DwnPolOcRR5Tac1MSc2PrNcDZKwAUXi8uELxNWSfmeXUom5APkWaM/5jnq5oL15CDePMMtT+qNjzPExdnGKXy4wy1Pu61qSMdz46LfyzDf/YhbVXMQ0tCyaVWWYVpbce5phjUmWYb5Lfd8DlDszYlHSZqBynHqpxFdDL0m6sOzV0iWajGDLzSAtzMoaToaBOCamIYpCmNKaMNulv/8hJocvUDaXhVWgM939D7D4j/4zqh/8a9Q//A/IT34R/+/+Lur3PnQ2D78z4YWYzsCPfYj4Eb0fMuSnvwAxUj766Mtbxes17tIl9LlK+Hwoa6keeYT2pz9LXJxi5i8HL30ls3ulZdZ784/9Mfxzz7Hznd/5crpS11J+4OGXvfYrFTzVZMZmb4+02ZDKilTV1N/8zaz/2T9j7xOfuKtox/kkvrUfHB5/4q6f+/XGz4rEm3P+E8CfeI3P/WfAL3gr3jflTJjNCddeIruS4cq9IqM2BPooC3Cz1Tm1+sxk+nycT7bH6+G2391tZrutXocoohZG3TJq2CbAVR9uM5jfCj340Wy90IquKTBaWsrb47vTI3d7bHIsksBrJ9Wa1Qo9apZueqGprH1k46WdOy2MSEIOgT5DlRUnnegWzxvH3AcKKxdvH0TAorROXgsRpQ/bVt8Yu03BtaP1Gfd33XuOuiAiB0NgGCIbK+3NPgjKtvOBoEBnjTEGHxP7k5KoBnZqR+UshREd5dIari9boaese1ovbeC6NCilKQ3krJgYResTwQfK0nK0GViPWsEkWPUDjZG53qBgasxYlWZak0lK0LYKxaRQGGvZqzM3156YFJtuIMfMIgZuLgZO2oHBRyqjOek8bWs46QOF0jQuMnvpJgfXnuXq9We459nHufrcE5gUWTdzPv/wN7Leu8Te+oS91RGTl15g7wufQaVbC0+sJ/QHl9nsXWY4uIK/ch/qygNc+fLnOdq7SpofoEvxlF31AZth3SW6GEhDoI+BOjvIiZO1iIkUBk42kcoa7i8tOUWmzjApBailVWZaljTWUBSW4tIUY1uurzoymnltcVpoYTkknFVshsi1o1bm7FkAdusucDAtOQUIkRvLQdp9RnE6DKyD4rnjjWysnn8OfXKDdTVHp0ypRIls8uP/nO4f/RD9yQkEf/a9bLmSzjr0bI6fzukvXaV98H34+S7PPfwxVtVMjOujgACn2tL2EXyH7jKT+QTe9T442Kd0JbOmxCgYYsQPopZ22gZSFCCgVplpVdCHxD3TisHeOk+nGy+djSx+10plaqdwyEZjVjnK6YM0xhNXK2K1c8sztiwJ3/Vv4r/uY7i//D/g/8vfR/dbPkH1v/tVws/m5Qkv5kw7qqqdX/O6z34WtKZ65JGXrWd56HH3v/zx86Gco/7wo7Sf+QxxucTMZi97zlei7kx+/s/n5Pu+j3Dt2su5uzGinXtFD99XGuMVDz7I8U98irwrlYv9tm+n/ZEf4ZlPfAKzt4c9OMBcuiQ/Dw6wBwfk3V2G2R6+mQpd6vEvvupxv9b4WZF436mQNh/0kxnxiSc57jNpZ49YOzZ9EoNuXeGMGv1c81k1eqdv67AVIDdiFAAvn9luq9etP6xRikXnsWR2p9WZdvD5vwujulY7RE43PW1IkBPzPrI/ChUAbPp4phxV59tvtPM/YdwdG03lDCfrnsUobKEyFFoRRylCVKYsDRN1qx3Vx8jNZaIPIixxS3ZPOLXtEM82CbW7BXLJWY4hj2Ibw5BAC4grZZkjxgirkxZITIqCy7OSk3WgqTWXpyW7xtLFROE0H7g6QylN18vcNKN49mTDqo2c9p5152kKg7NGVJCIBGNYtZ6QMkbDkGVxnhWWrDVDjFw/7bDKoPD4nNAZsoJqlPEjJ3qv2XQCHmq9YlZpBumK0o9gDZ+kej5a9xx3AZMSGwXPH7Xcv99wdNpy6fBF3vvkj/GBm09z+dqXMCmymcz53MPfyDPv+TAnlx8gjMjyvUmJM4ZJYbh3XnK5XxCvvYC+fp3q6Abu8Drzp79A8ZkfB2D1wHv48i/7Dq5oxc7qiPju99K6CSlBzIl1N5BTYjXkM3P6nbrgy0cbYgxMa3E6qpRGKYUzhqRhmgPF0U2KzRp7+YDgrjK/tEfVlHQxUTlLP3i0EboUKVMWmsWqk3OsMqvB42PkaOUxVjHkxLSwXOsDVWHJKTGrCvohshlVt9zNl2iOXiTO95ha4d/aFLnyd36AyY/9E8JD78V9wzeR5zu09ZSumbEuJ3T1lNxMRvMTaScergfx440JehklNIWj1hG7XLCjNWFvl3T//aznO4SQUB1MjEhk7k3KEQk7cHPdibBJEPGVqbUUY9U8pEwREq6wbPpA5z3Hm+FsfumsoU/iIwwQcmZeFeSH3kv+9CcZ2p5yPgESWSXpBHz4o0x+/x8k/4U/z/p7/wfCk09w6Xf8Dlxdnd3bsrYl+qC4Yxwq8+AvfB73nve+zLAgdR1mMkG/BtN6VRRUH/kI7U/9FHG9fk2Wf7f9vTFc+p2/k/6LX8TdeztRJa2WuPvvf1kVfD7u1k2MkxmpKGEYUEWB+8jXMf2dvwv10ouko0Pi4SHD00/T/st/SR5uL5IwBrW7Szw+el2f45XiIvG+Smx+9J8z/XXfSVU61jtz9BOP03/gUQY3J+TM4TrijGZWFUwKc+Zucd7Afd2Pc6ptCzgmkWG8A56//X9J0HIDD6OpQK8yrpdZT3Ou0gXO3vN403PSSnWrAH10ijnqKS5dBieVbsrmrO185hc6JuZtMt0qSRmtuLno6GPCh8y6Gxhi5vK8oveRPiaM0TgjNButFKhMP2S6GCnHXXYXIq5wTAqhqWzbykZL6/fotBVfYGvogojUO21ZhoFpocnZsOgGoZwMgaQyfR8JsScl0dldLQKlUmfc4qZwdF4ELerSkmJk2XcsQmbZ9rxw0mPNKAqfPTkLzGpeW/oRiduFRDdE1p3n0qSgjaKFu+49EUnIMQvS1ipDO2r6Dr1YAUYyOWRWIbFqpZ233WCoLPPFnMRhiJjwCvym52BY8b7/7Yf5TU/9S+6//mVMTizrOY9/8Jt4/j0fZnP/Axy2CasUGM1yPaBVxippb/deeMfq8hXW0wPWD0kLuw1eZpp9x9Uv/hQf+vG/z6N/8U9w7eu+lee/+ZdSPP4YfrbH9L4HMFXFycazSbJpmpYVMSbaFKgM7E4qCiv+rbVTGJUp+jXVjWu4bsXubEIuC+YnLzELp+RnDWkyxTYzjJ3gSvHWbQrLzVXHzeOeZe/ZDEL/MlrTD57aKYaQWbaBK/OSq7OKIUYqI+OCzSCt/L1uyezoBdrdfVxhmBYGv1rznh/4S+w+/QVe/KZv4/RX/wbuO5jQh4wPslnRKFQM5CzAqmlZsOzCqAqVRjMIsH1LoyODKVje8yBpfx/rLMkZVqcbYsrslAVRKaweOJiWlM6IMA2ycUgxQwJTayalY1aL+1XhzJl7WGlEAa8fXcJ6H2m9qJKBQmWRZVXWwsOPMHnui1R2yk5dseg8OUVpP9e7xN/5H2J+6Afpf+D7eenaNXa/53uYXr50ttZYIx26flxjQOg3JZH2qSepf/XLHV7TZkP1oUdeFQV8PnRZUn/kI7Sf+jTDao135bjm3OLTv5q6VvXhD9/djjAE3OXLr+kYzkdWCv3AA4Qnn8QUBUopyl/4beJNfU4YZDN4/OmSdHRIOjoiHh6Sj46IR4fY55+Dxx573e99Z1wk3leJ9V/7q6TDE8xv/gTaOmJZMX36cez0o4AVE3PELSer0cruHBp5i67zQST/VuMcx5yD+5+fI2ilWHYi4h6iaPIqxRnA4XzS3v7d1lVDoTA5oVdLuPY8cbkgVJbw/AusH3of09kMXahbs95wa+61RfLGnOl8ZOIM3iaGkd/bhYgyGnLkeD2MerCaxECMgnjdhCgiFWOL8PznWrWendLhtKIeDRGmlWPRDpxueqw2xDJLBTT66Fqjse3AxstiktMwiksoljHQrz0FCldaJsZwuvG4Qviyh6sOrTWlU8ycaNU+e9qJBGQfOW0HDBnVVHQpUFjDrLSjZ6pQe/ohsegGNkPiqF0L9UOJgEOp5dz6KPSOZASsE0OmMhqtZSNTOoOOiRgiOnhSH0iDJ3YDO12H9T3h8JT3PPslHnz+Ca5ee4rLRy+ic2JZzfjph7+Rp9/1IW4c3E9I4KxiP8CMgIsBFxN1yvQ5M+0iantdLQbWrWY9KBY+oZzl+lJ0ob3SnH7gG/jyQx/io5/6Yd71mR/j8hc+zRPf+svpPvBRysUJ+j3v5qHdfU6HNOo6C9iq38DBtMT7xMonNqGnpuWgP6HKkdnulNm9V9ibl6QMRmlOAO8D+fCU+vohUxI+atjfJ+7sst4kTqJmCJnTjceHINKbKtP5zLw0LPpIqSEoKAtHAFySkU/Zrplfe4ry0j5WG4xSzJaHXPlL/2/K45s89av+DZ579JuxXaRc9tSlpQ+ymXQGkjIwCo8kl6msprYGqzNV1+FDZL27w43dS8RygraaEuGy+z5yY9mjlGZeFlSFIWW5/nbqgpwSjHPcGBNWa2ISN5zJKMRjRmlSkI2cGjehfYi0vYxx5lXBjlH4JMc8rx3V/AqTKpGffYawt4/VCqXF0jHETJdg9h2/gfqhd7P67/8MR7/nP0P/3/4Tmodv2fvVzuJmGmfFwrKwGr7wGG0INB+5A8zkPdpZ7P7d0cqvFLquiR/8EMf/4icIbmDQji4GKiO+0CJ1aV+zAUPqOvR8/jJq0Ws6FqUw+wfEp2736j2/VoWYiAn0bIaezeDdD932GtMXXoAf+juv+73vjIvE+yrR/PJfSfgn/xj97Jdp/t1/n8l8B1ZrzFOPox76AIUBpySRbYX+t5WoH8X1uyHQjXqiMQk3M2dxnnFao1RgCPpMrH+L9N2+TqH1mXA/bHWi5T07L3qtoRsIL72AffZ5VNvhiwJ29mgLTTV02J/+NP7RR0nlJbQWh6XFOD8ext22RpSMYhaAVoz5bH693QxapdE6YxT0MeKUOMcY4NKkJGeRPQznUNA+Z1JILPtA4QxDiOzUBYv1wI1VT0yKwsgWeF4V+CRE+NaLhdzVnYLDRWR/Glj2kb4P4mdaaNY+UTCQnRNUdJJjblMmJM8kCS/WB9kwoAVta7QAONAJg3yGaWFwpWG5kk1IQlR9+tFzFQXWCUirKkp0TCQCE61xpWbVJya1Y1o5cs5CJ1p0lNdfxC2OCRHaIVAaRdV1VM88xcHzT/KNzzxJ1Qrz7ebuFR778M/nyXvex5d37qX3kQOT0eslMw0MChUK2JlyQ+/jdiassqOoS57JkUbD3BlMBac+0C1abBiI7RqGgdIPrNeeclRH+szP/1U8/vDH+fof+7t86Id/kNXnfpwnvv3XkoxmVt6geODdmP05636gMopaR2kDDxvuWR9jj2+iUZzszYmzGdY4LtcFRmliSJwMg6g8DTKqmJYFV+cVU6vwmyXxxotMloGYFYe2oVAFHk2pHck5EWsZRxVdSJROE3zidPBUxjDPPXsvPEVfNcSsqYC9557k3u/7H0gZ/uW/9t0c3fdeipQJPnJ90TOvRs9joI/CIZ8VhiIH7KZjZjS1ibRNzfT+93NazQjJoIJsgkPKHK2FPtY46GOmtJmNj+wm6VKtvSCWc5Y5c92Iw1AauylulBzdnQgdZ9MHNmOVazVoayi8YbCJQmuxedT6TOhmf1IIfem++0WZ6/iE3EypnbyuMwqQ+Tnf8E1Mf8/vY/3H/yjXf99/zuzf/ffY+bZfeFZlWqO5NK3ORCKWX/z8Xee7abWkeM97XrW9e7cYQqKzJemDjxI+81N0xtEpCzaOXUAZk93pgftKkdoN1Qc/+LqOYRuF1RR1SbzvfuILL6B2d16GqH4lNsnWtaiwb42IxkXifZXY/bX/Krvf8s2c/qk/TfqDv5+d3/bvED70UVickF54hvCe96BQ9CHhzg3zt2Cn1geuLzqWbRA0YyVuLIrMjcWG0jqMEmrFvBFz+d1GPFdXXUBr8QGeFZZJ5UR8wxg6H+U9Tpf0L16jf+4aat2hqhpd76NjJqTRc7QWCzz3U5/hpYfey+rB+6mdzDYvz6qzVpNWirpUVOONlUzGt1IVT5wjBmiVGJZ3PotxuoJp7ahKy6yyo02fp131MrNNovG80xTSblcKjeLGsmXZBuS2y4CR/hOC6nRKtICFx2pZbToxL9CJNsOVaUEbZaFCa8CTElQZIOO9JMngPYWLBITXW40+wJUTs4jaWSrAjRVsHhJNqXlpMdAGkVjc6g4XwMRoooZKa4pCo7RiMwTajdjXOa2ZOHCrFfnZZ9D9mrKewM4u+dlnuPLFz7H/pS8wv/YMOid8UXH4rvdz7f6H+fLl99DXE2jXWCKX/YbBGla6ppvtc5gssShppjU7TYlV4KaOKZl1G4jJUFeOE6UYsqGsDMV8n8ON56Tt6XcTvg/00bNIgcnxIZPjE8J0hx/+Vf8W9z/7eT76oz/Ex//6n+PmBz/KC//KryKtVpzM9jk5uIJPCrNeMXv+OWarFZOmYDOdEzK0aAof2AyK1bqnNoXYAMYk9pFJWqaF1hxvemJlUaaknziy9ui2w9w8pu46zGgYoYxm0BZd1eimQU8mtDiiMTRVITKDTz1F2VRMdyfkBHs/+c+5/Lf/KuHgCo//6/82p9UOcZCxiAY2QFIZpxQ2BtTQo3KmdQb25uSDe+HyHrppKLVUnbOYsF1g4zVWaU6HgcoJ77UuLNMobHUQx6tCKRpn6JXYJ2qruDSpqEqRq2z7QG1ugSq3tp2V8QKUMooQExNbsUkF/VbDeRwpNYX4BHeD+GMP734v7rHPoJLHGJnJGq3pgqcPYLOiv3If3f/l91D/j3+G5Z/8E3RPf4m93/ybaMpbPNxt8vGPPUbx0EO3VZR5bHXbK1de9xp6Ri2cTskf/BD5pz4NtiKZmq13cMr5Ncnl5pSEire397qPYxvT0mIfvI/Ni89jrT4DnsGI9I75TBbzfGzR17eU5t9cXCTerxC73/qtVA++i5v/zR8h/Ok/zvQ7fj3p13wH8aWbFDca0v0P0oZA7yN1adlrCrKSk7jYiHtNGyMBaNeRWWlZtYHOJyZ1PCO6+9ShMkTymffmspOEImL/ojS16gfWL90kvfACLE/I1tFWDUXZkEIkpggxUW2WtL5irQty1mAa3Oe/QLdcsv/ww7iq4KmbYjwVQsJoQ4yR/VlFMTqdhFFQwhpNXYqRwM1Vz7IVwYRea/xmoLKGrg9YJ4v/TpTFzqJJSYm4ujEoRKii23r5KnDGMKSEjZohiNTgrDE4W4sB+hCoC81uXaCBoQ94Y6iwrHyg1pp1H7FGvJE3vbTQ9krLqvd0Q8IpqRpONj37k5JKQ1EU0p5D5Bozcs6a2nHfvOaJmyuaUtMOmVmjUClxNEQaq1nknvt3Knb2K24sB4aUiV1PcfNF0heuU9rEWpfU6zUH//T/x+6Tj+HW8l2fXL6PL3/jL+LFBx7m6Mp9LNpMnXrK6Klzx+rSAe10l1yWXOsyVsMQIQ+BFGBSSdtyUltsVgImM5r9WYFylmU7cNgOPDCrUMC8MmwGTTaZQWfIlmWE/vJ9WHsP+6c3aRaHHD3wfv7pb/kPeeDH/ykf/NQPs/fkYzz1Db+I/pGvZ75eMAAnx2tSVdLv7tKpjL95xNX+lL3lEXurY3aXh+wsj3Anh6iUqKzlirEk60jGkq0lW4cq5FhrV1ArzaAM+wdXeerBRxh2LlPNKpRWhE3PVEMTVuijEwYv7lgohVOKYB2mqdkpLbMf/Gs0P/KPGR75MOtP/Ds4D/a4IyB81Tp78sqTnAZrsHs7DJcuE+spQ9OwKZxwWVcK13ejOAfsNyVVaelTYNkGuj4KfsAoQhK6VEpZxk4pkbVi0cv9DpBzZO0s/YjdaEqDtUbGT+aWDeZsFK+IKWPGNnTMmWXrzzbGTSl/N4Qk68oQMKXj4GNfR/fpTxOqEqX1qEQm8psxJrohEaZz1H/8u1H/81/E/68/wNG157H/wX9AMT2XYL2nf/xxZucMCgDScom97170OcGM1xpaqTN8i9nZJX/oI/DYY+hNQle7Z895LXKMab3G3nP1roYIr0dat5pN4N6rhNMFjF695xWqfMqEGKmKbcfvlsb0aetf8XVfT1wk3tcQ1X33ct9//V9z+Gf/LOu/9f24p5+i+sRvZ/3sl2lNQT64hEOzaT12FDjPSdrJhdXU1hJTZDUkUg7EkEdfUs2kyCLMsB7I6RZ4ylnNwaSUelDBsFyzfukm/bPPMqw3hH6QG+L4EH3zOurwkJ3jm5jjI8zxESoGYt3w4rf/apbf9AvRhWHdzLl0eBNnMtfveRdd0swax6qNGA1XdirsZmDeFOxZLY41WtH5yLyuWWwGjtYdemzVroeAU4pF70WpSGUqVzIvCxEp14owFqVDiGz6xM1FJwtVhokQYymNcD5rJxQnHxLL3uM3HXQtKIMxspO/PC+4ufE4pRiSCPs3tYCKVl1gXho20aNUQaENfR+oK83p0rPqIrUNRGvQJnIwqehTZkdrtDa0w0AXMjul5WBWcrQAW0SM1aPqluHqtMRYw3JI7E8N95eKdP1FwvPXWA+RG8ZiHv8i7//sj7F77ctEV7J4/4dYvvcRrr/rYdbllOAjy+WCdLzAobhZz+DSg3RlRTaGpnTElJjWYh4wdePCVEBtNH2U62NaGuhhHSM+w2bdkxOs28AwE/UvpUcqlYZNp1E6M3GOWW2paks3m9GtLzE/vEaxWvHZR38eLz3y9Xzkx/8eD/+Lf8ADn/9Jnv/5v4IhJi4d3mB6fJPp4pD54hB3jpoTjWWze8Dmyn2ED32UoizAe/puQIVBWrXeo2KgSBGTArndUAaP6wf2Pv9TPMDfo9u/wskjH2X9oY9RXr4XbRVkJbKKPhE6Mfewo4a0blt2/+qfpXz88wzf/ssZfv13ESNUKnBpllic9ux0KxbacXrlPor5DqmuaEpHXYqZQ8hgU+Zw06OyYl4XNCMYsLUDzikxb4iBTYxMCgEptl0EDY3T7E4cdWEJEZEeJUmCjbAeBqwxgnrMt0CWfjNQFuasS3ae8QAwrxzzytGNvsdblanjjUixViM9sGumTN73Xvpnvkze3RtBmKNeN+BsxqRMNhr7W78b9eCDhO/7n7j+e38PV//T/xR39SoA/eOPk4eB6tFHb1v/cggUdxHMeC1RWPlMgntJNHt7qI9/jOpLT2OWJ5j9feq7eAbfLbL3Z8d6Pt6ItK67/3789Rswnb5MoaoeAW8C+tRnAiTdEAWH8hbEReJ9lUjrFanv0WWJLksu/fv/Pu79D3Pyvf8j/KE/gPmtv4Pm2afJ0wlMZ1zf9Gftz+VICXJakRg9RAfxrFXjLtCnxNoPMMCyDRRuu1vL0HX0viNfe57ux34M/9jnGK69CCfHuJMjijs0Q8NkRtjdZ7j3AfjIxwk7e7jPfJL7f+iv0/7kP+f6r/7X6R98P20zY7pcoW9+mvSuh+nMDtrI7t6OOq8pZV467SispvXxbJe9GQKVdbhGqkk3zqm3dnq9zxyPIKicErO6RKFoh8BRF7m56tj4xKYfaH3m0tSxP6lph8C8rogp8+JJR396yvqFa9gb10lZZuXTsiSWE+JsTsCiioJBsCss24hSinllcVaoXcvOo7Ni1Xk6H7i5HEaZwMhuodDthr5dYLuWqDXeFWA11hb0hcEOmUYlVlpRK8VRAh2zCGaEhFufko++RHF6yiZLC/r+x36CBz/7YzTrBZudfb74i34tzz/yjTQ7UyqnCYs1HB8TUuRmKukOLrOpprQpi+tRhkIp2i4wqS198MwrIyIkA0TGiohM23u0kXMVU6TtZd44cZZ7ZiWbwbNqBaSUYiaT2ZtY1kFAX1tNap8ysZqg3v1BTk6P2blxjRQtj/2K38iXPvwtPPJP/hfe/3f/itwPSrGZ7nI83ee599yPP7jKYn7Ai9UctXfA3rTgYFqhleJg6rBoFl2gzxEz0o5ylsXYKOFhKaTaaLoNB0/+NNVnPsnVf/4PUT/y94l7B2we/RiLD32MzX3vwmcARRsE9b+7Pub93/8/UpwcsvyuT1D94l9CSWbYeHIMHIQOWyReePA9XLc1Cc28KEQ/epDuigaGnFn1A4uNvG5G4WMQUZA+oQcBDKaUmY/UMu8jVkEbMnXhqIuCxikOB88mJPpgSCriFOxORCNaMB7S3VEIV7kurfDzR079Fjx5p8pdyplVF86Al1v7v9Mw4jWu3EuxXDCsVpjpjHZM1gpxAeuSAB6VUphf9iupHnyQzZ/6E1z73b+by9/zPdQf+Yjwd5Wi/NCHzq2Ba8z+/lnr+Y2YtkzHz3i2gTiYEO/dJzz9NPr6i5STg6/wCpCGAV1XAng6F2/UYlXPZpjZVDyF7csr6POskxATMUbCZkNeLL7isb6WUPk19NZ/roVS6iHg6cc/9SnuHQZy16HnO3RJZAHDk09y+sf+KHm5IP7rv4n2o99A9/CjhKKkqTQuG7JSXF+0dINHG8MQEsvNwKx2TEvLcStCAFfmFcvBY/uBd00U6fp19Kc/iXvi85inH0c/9ywqJbIr8Ffuod89IO7uM+zsM+zswcElzJVLxKImZ5llmREE0g4B/elP8sA/+FuUixOOH/16Fr/mN6B39wldjxs25Pc8DJcuU5WWyin26nJ0CcqCehxnS31I5FGXF2C56TntIxOn2Z0W+CTzaKPBe6Fr3LNbs1M7Ttc9N9c9NxejctEQRilJM6poae7ZKUnHpxw+8RTrmyfUvsU+/nlsWeLf9R7avUucrFpS25GyVHybqiHOdzlOjo0pSNYx5ESOcM+8xPc9y9M1qWtZHS3YzQP7eWCnNIQ0JqIkM/MSAZWpnHHWiDJSG4iALSzXukyyDltX7PsWPXTs7s3wN25w6cf/KQ88/mlMDNy4/7088ejP4+R9j5C0xnnPgQ0yOnANL9gJz8eS611kpxLqyMZndmtDZUV6cb+xWGOICSqraFMi+IyPkXLkbncxC1DLGWKGvdrSpszUGS7PK545atl0kpyVUpy2A1dri7aWqrSsNwOl1ZSlJkbY+ERjNW3vuZpadg6v4Tctp6bk6s3neSE64sFlXOlYdZFIZrdxIgzRB5rSUFhBo+/WjkvTgnnjiEkkL3sfMTqTk0YpOf4+JNmQhIQycu05rWC9YveJnyb/5E/gvvgYKgb8dM76Qx/l+vs+zJd2H2D/xS/x8R/6n0Bpnv/ffzfFBx9hUjp8iLjNUpLUlXtZzfZYRcWLp92IJ9BMnKGqNNO6xKVEHyHGyEurAasVpZPZX86RfhBe+OAzpdEURnF5pxLfaCWbodIaJqUl58wLp2v6IVKWlhQzzmoe3Kmo64JqpPVVTlTWCmfYbW61b4eYziQ0t+I2i05sIP248T1qBzHUsAZjpDtUGlHDqnMg//SnUVVNj9hybiPEfDYndlozrS325g2u/6E/hH/xRfa/+7vZ/OiPEpdL7v8jf+TW3x0d0nz0o5jd3ZdVls6+cdMWEB67v3aN/vHH0dPZXdWjthGPjyje9z6KO/x4Oy8mHXdGXZhX9UkH8Ddv0n3uMdjZPduobKPtPMb3mCCqeWhNms544mTBL/7VvxTgPTnnL73Wz3pnXCTeu8Q28T799NO8+4EHGJ57js3TX6bXFj2ZCO/u5JT1n/mTmM9/juGbfh6nv/a72Lz7fVROUztLXRpuLnp8SpRW0baBl9Ye5wwFUj2koWffryif+CLNk5+n+vKTmC89hfYDWSmGB95N+94Poh99lM39D3E8ZKy1kERmz5LZawqKwgCiNNX7hPeBLkFIgdUmoOPAfT/2j7n6o/8IlGLxi38lN3/eL8MaRd2t6a/ej3ngAeYzh1aKtk+iKjS2yndqsQ/MKbH2nlUfWW08N9Y9e3XJpLIsu0DtFE1hWPQirzgtLEpprBW7vaPlwLL11JWlHQKdz1ShY2+zZG99k6LdwBc/T/2ZT9J8+ckzgwWA5ApW9zzI4eUHeOnS/Rxeuo/Jzgw9DDglJvW6aVgXDX69pgk9BZnWB3HDiZoOS9kUzOJAcXLIfXFFXK3pywZfT1HzOV3VkJuGmNUtp5OcCCHy0smGQmecc7zv8Bne9ekfofnS40TrePYDH+fpj3wrXyr2QMEsDtTRE6uK5l3vZlM1fGnpMcA6iHuTMrJJIcNOZbFWqrm9pmRSatZ9wimwhRipn3QjIjcmTjaeqnBcnpbYse1sRrWsymmeOW7xIdFHkQM8bgcB+ThFXWhan9mpDD4qlE6U1uK00OH6mNApMVkdcc/JDcIwcKwcShtcVbAaIl0fBW1vhOIlHsVi/nCltkybgknpKJxi00fWI3LVaEg5sezEWtBYTWUtpQWrRItZa4OPgVUfqeNA+vSnKD/zSWZPPoYOnqFqsEPHZvcSn/3X/m0mD9zLXmWYhJ6+HfBX7+FwdsCXTnvBSNSOmDJHi050vrXi0qxg4hy7s4LsM4tBsAc3Vp341OZMjInVIIly3Ys29W5dcHleyly5LvAxMykM6yCSqkebgbowbIZAaQzWKt61P2G3KmhKEZKxmjOBGndHi3VS2jPnrnUfRqqfgCUBDtcDYVSaKo1id1pQOyuUpZRhcQKPfRa9t0/M4ipWO0tp9Rlfd1st9yGRNhvWf/q/pfvkJwGY/Zpfw8F3f7fcc31P8IHiG76BmISpcWdsj/fNRDw5of3s58AYzDhzPR85Z9LxMc23fsvLkrNw60d1vnOyubujt/irRY6Rzb/4F6iqpg0Rv27J3hNjxGtDc+kAvb+Pbib4oiQrxZNPPMW3fdNH4CLxvvVxPvE+9NBDAGxOFiw//0U2N4+I0xnKigJP+IHvx/3Q/0K6fIVw6QqMIBLrrABKjEFbi1eGAcWAJmlLzIn5S89Rf/kpzAi88ZeusHzoAywf+gDq4UdQswndECnjgB7EJzYmIeJnDU4r5qWlKBxapOmJOZ+1Z4cQWWcLdS2t2PUJs7/9N6h/+lPEg0usft134T/0dajlCWpvD//Ae1klSZQZqKwI5s/LYmyJKVZ9pB88N0dDcTfarLU+MCkNtZUKTNx3EkMQ5HLXBV5ctCzagMkRu1njbrzEzuaUybNPcOnJx5g/9Rg6Rtq9y6w++o2sPvot5Jyor30Z8+UvUT7zNLMbL6BH7d3NbI/Te9/F8p4HGd79Xvr9KxyvBzabjt2wplic4I4Oma9PmK9PqE6PmCxPsGG422k/i6QNQz1haKZ01YS2asjTHeJ0ioqR+z7741SnR/idPW584y/gsw99lCNVonOkPV5S5kg3mdHtX2FdTtifFxwvA5jMphUrxM5Lq3cUE2a3dlLFe5FenNcWazVHK8+laYGPkSdvbiiNyFYmBXtNwd6kwBhDZTXGKHoPEwuLIbLcDLy07gHF1BrqQpGVpjaa2UT8ew83Il9pjWJvUghlRcu4Y+0Ty8WGvfUxw82b5H5gx8pi3gXRbVbI5qy0mnWCISkmlYwBXOlwztFHkZk0RmZmJ+2AUSI405QGp6AsLE1hpZIb6WrrXkRalMosNwOx7Si/8Dn2Hv8MwVqe/vZfx1I59nXkniJjLl/m9NK9rJVl3XquLzv6CJenBU6N7AOr2Z0U5Czf+W5TsjcpOGkHri97rp90LDpRzupDGs0rIvPGishKabk8r9idGGpXUhWGwSfW/cDRRjSjTzvhTDujmNeOe3Zq7t9vxITAamZ1waS0YjSRb8d1TEt7lky6cTzVh8Sq96gMxggIcYhJaHwzUbRrSnvGxbfPP0t47jnMyLmt3e0z1NYLYn9rnGAB/tZfZfODP8jV3/t7qT/+cQBWL12H930Ae/kyXYikmG+bQcNrqyxfS6S2pfvc50hti9m9HbUc12vsdHJ3MQ1kxnu6Hs7EeZzV7DbFa6rGh+eeo3/iCXRdk3Z20Tu7+LIiFdWZUMhWSbByhueefYZv+egjcJF43/q4W+IdQuJo3bN+/hr9408QyNjZDlYrhk9/Ev1D/wu5kx0TIQiYJASIQf59l+85NFO6932Ak4c+wOahD2Ku7NENidz1zBDqThszeTYlzPbwRYEzRoArCfos+r7TytIUjtJBYRwZWPWe08WG7svP4tanmHqCm04wBiZPfZHqb/zPqBevkR79CPE7fxOhajgZMr6aEnNkGALd4HGIeP28MjQFhAApBk7XPd0g4gpV5fBKNHlndcVgDM5ZUJqjPrFJMCksRz5x46VTpocvMH/2KS49/QUOnvocbujomik3PvAxnnrP16He/RC7EwfrlvV6Q9VUPL9JrBO44KlffIHLh89x9fB5Ll1/jnotc5dkLKEoKdr17d+zLVjPdul39mnneww7B6zne7SzXdZFje02TPoVddviNiuKdolerqj6NW6zotysqLoVJkrVcfrAezj61l9EevRjHA2J5bLFL5cYBV82U4adS+hpI1QQLUlQa1itA01juXHa0zhDyJkHdmo2MUoyRVEVikJrLk1L+iQo3mrkPz9/3NEU0i3wKXN5WjIpDQHFbmmoSodVIhyisuL6YsMLi4EMXJ4Y9uqKyiqaWs7NzZVHKzhe9VSlHqtlQ2k1xmiun7Til4wiElmsAvu15aTtudJYZkbhyGy6nrnOnJxuqAgMbU8VPd1mg1PSqbOj52xhFD4h81ptyVZTViV1abl3p5HZto+sOg9Ko7LCZ3Fn8iEyhMRpK1Q71fe4vqPa36F5+H2o2ZyjpSzAOcOLi47KKealIJa7lLgyKymttNd3m5LL85JL05LDdcezRy3tEDjeeFrvWXUJjYjKVNZgrWanLtidFhRaNMnv26k4WXuOWzEXWfaeF097hhCYVJb7dmv2moqDxnB5p5F2tROGwKSwDDFRO0le2/byZggMQRrjmz6w6D2nK+Ghz6uCZpSYjCmxPynYndyqAjNASvjP/jS56yh2ZreJU4SRw9/d0VqtnXQMih2Rg/T9wOZkQfFN34yy9kzydiv8sY23ouI9O/YQ6J94Av/iS5i9vTPOcDy8SfXRj74ijWgItwBnW2/x13psOSURBzlXSZ+vorefe/t61557ho9/+IPwJhPvBbjqNUYxottOJjus3/8o5vlnKa9fZ7K7Q/7ox/Af/hgAN1Ydmy4wr4WPi4LGarrBc/N0zdD20rr0gWE6oy4cauhJXYc9WTC1hm4yo93ZZVM2DLZgUhfs1YZ1lxliZKM1TmUqbQQV6WB/d0pVSOvKx8TycE3vDZv3P8LOsKa+eY1ifQJ1DY88Sv7P/0vsD/9D8t/6fuwf/C8wv/RXUH3bL6NbLjjtBa06+IyuDTEm+uhYr8T9RynLWiVWKIaY2Y8wrw06J9TQUmeZR7ZdYL3s6DYdw3rNbFjxwJOPsfPFn6ZYLQhFyeH7P8KX3vt1fOnyg8zLktx3lIdH4CsO6x3C/fcQN6fkwxuotqdycDTb5wv1ZXY++K1MSse8W/D+zXV2rj1DajtW013Ws11Wk12G/QNyM6ELGaMF1DO0A9n3mBBJCTaqoJtdwe5bTOnosiEqUeyqjCYrWLWBuRqYGY3amWOVxq070nKFSYru3nt5yc1YBfHJGVqpWNZDYloabpwO7Mwcq03AGKlOLzUFTWUgyHdtECOdRYhUvcc6jVOKmbMErckzWA2RK/OK9ZBQKsvssdAkrckxM59LZeZj4mBaM6kdKYJPgrJtJoZCiQaw1YJZ2Kst08bitB7b6watobRK9JMToBT7k4L9RowQZtOKdR9Y+IBqSnoFvpixzJlFl6icYt0GnMoUWtDZefBcLiGHSJkCy8WKOgdM3zNhYHl9wzD65A5RRE1CTmw6aQOLgEZkEjOFAl8UHF59H+HyJaG6DJGYE53PoARVnzP0KdH1EWMV10460FAYizaGuhc3KWcME2tYtsIPX3eCYi2tLORKZ1of2WlEACcA7ZDYdJ4wtnS7QahGIBuurd3kuh/I2eBT5NK8Yeecg1hh9JlhyUunHa0PDD6TEKGak25g3QV6HxiiKFttgVdZ6TPKnxsV4eaVAIXChz/E8MlP4oInjOIbeqz6+1F4ZzvzBTl+znF3w3KJeeABkaeEMwBYHNWz4OU2p282lLWUH/wgejJh/cUnULMZ2hhMUWB2Xu5ytI2Ub7mv3fn4V3xPrVF3tK/POxydCRmNntRvVVwk3tcRBmnz1VWFfvgDmPV9bJ56nHrT4vZ26VPCKE1dOerC4LQihIBJgVol9p1hFS2hHyitRXcdZRxgZ4fl5XvxzYRm3hCUmI/vEdl4xbS27E0qDiaZRTeQcyKjaUMWEJQSYIdRgnJ1RrM3rTBWaAqTYoK/5xJ5ucK9+Czm5Bg9mzJ8+68gff23YH/gb6D+wd9l9x/+PWbNhHvKmlDVDEWNaiYwmRDqBl01pGlDZ2tpxWgrn91vqHPPpN8QF6eo1QqzOKVcLDjYrHBde/YdJq1ZvOcRvvRLvoHThz9MwHDjeMWu76gZ2JRTbly+l/7yLked7ODnl+e8YA6wuQcVyC8dUl0/ZN4P2GRQVcXR/R+h/cg30IXI6cqLKpYPTPrIZFhgcmZWWVadJ7iSYzelnzYEV3DvrOR0vSFvNsxzj95sKAiYJBSmDEzRpKIgNAW66yh8j5tPaN/9Hg51Q7YGvx7QMXHY9sxLi+8F6PbSUryBTxaeh680rDwc1JqisOiccVVBLKStSlJsQsAZ4Ww6a2mjOE7tTRy2MJJ8CtnVNaXM4i3gs6gz1VauwaJSXK5KuiECInd5dVpwuPKEIAnVp4xWmtKIJZ9S4gtbGfGadUYLYFBpQs5YbXBTy+GyZeNl45LJHEwKNl0gEYkpYVWB1pC0xRSyYLfKsW4sVeG44QfS7BKDUbhZzXVg4wPFCOqPIbLTWLo+sG4HfBZKzLrzlAZIsC5K0AYbBfRnlACdnE50QeFdIsRA2ydsYThaDuLcFROXJ4rnTzdMnCgSDT5w6iNdjKz7wAunLSpn9iaOeWnOfKY7n5nlTDnmrDbI/ZbJpJTpYzqTfdxrSnSGZSf8zxdP4aSN3Dtv2J2OG/PCMlGW54433Fz2Zx65nff4CCoLanpelZSFFk5uTMwrR2E01mpWnScjFdlWG346m1B+/cc4+exjDC++hJ5M6bUjJBGJ6HzEJX32uc7L0OaUUDljLt8umDEppNq1o1/3W5l0t6GUYrhyL1E5wmOPkb2nevh9TPSrIJRfgQP8WrjBrxRbhyMz0kPfyqQLF4n3dYXSolaznSUwn2O+7qNUp4e4a89DH2i6kYjdIWAB59BlQTVtSDON1paNsviUWQ2gdueyuLYDpdZkbbgyCqhbp+j7iNYiwD8prRD7NXRDIqZB1FRU5ngjVeq8KcQa0Cju3WlwRnOy7rm57Kj3dsg7M06uH5Kfe4b6+JR6PmP1Gz9B/KZfgPmpnyQsFqTVGte3FOsF7uglbNtih+4rfj9ZKVQzIU5mxGbC6tK9rIuG2ExYuppFMaF793spdnewKTHtO6YmszZwfX4vxcElbnqp1rRXPHPcsjsRwFdSmhPvOLg0py3nmPvfzVHfM809ebPkvqHDDhusj1Rd5FKMXOsjN2zF85MZpp5imwpKAUkUThF8ggzLwtCbmnLvEifa0BQavCcPA6HvUUNPNfTkds08DBxmzer+97F/72UBnB21GB/xEepKsxMtpVUYA4VTGC3qRGUlNJE9p8SFpw80laXSmvmsIkVpL+alqB7t1Q5jpYKOOeOHxHrwQGZaWIYh4j3sTsTK8XQIFCox3a0pjTj07BQG1chMs7Iyj9/4TCIxrWrWrScmWIcISapVTQYlx9r5JAheZyAIf6sfPEQ5RpNFp3wIskidrDN9yviho6kck1JzeVqRM5z2gb3GsWi9cNt1ZnciSOaYMj4JAnvRB3Yqx1EX8clg6hrfJ9YqsTRGlK2AiTVsosw7lZL5rQ5S/ezUisooDteJRZcwOouJhc9MC6kAZ9YQyRxvekKSinXR9qItXhgyipwV1xcD9+xWOKuonNDuVBZuutFGdI61wlaGstBoVaCybEiyAhMNi0Fcsk7aQfTMUxot/WSjs269OI2lRNd7jruIVeII1lSWurRMCkNhRLxj2/Ld8k3Nuep1S6ehnqA+8jGKk2O6p55mOL4JzQRbltisWXUBq8WiMzN2RYwmrVbUD9xHmNRjS1sAS83o4/12xpYeZPb2UR//esJTT5D2DhjCK9ODXsmD981uDLadCK3VyyhLbzYuEu/rCKvF0cPGW60bhaHYeTf1A/fCuuPFw5bFkGiakqJ09CEyrx2uKkjtQBoSJRlNYr7qMc6QUsIoUDpLpWGl9VVZjY/qDK3nR3BDSpFe3+KaHbeR3Up2ryEk2kEukkwa5SszYZRqPFoFUCWry+9hP3fcu7gBR4fke+5heNdvYNkG2igWfMs2cNJ2WGNIQ6DyPZPYobuOsFgwUwE7m9M1U8q9HZqdHToUQxRj9SdfPGWIiZkzDCFwuvE8YBTNZokylvbyZdTVS6w2CjUkVilBjsxrQ9aKnYnjtPVYpUT4odQyWy8tOUQ6Kk6paaf7THZKajy57VkmOGqTUIBGneW+Dxxoi8uJwcOiy9hxwW/GGzQlxaTU7ExKClOjjMgxZiD4xJAiX4qw2HishjwKIJQq0SdpbxIRK7dBfIj3Sks2kcJZnBEVsi5mnFEsu4hVhoPdijQia0snLa2lj0QUM+dIQIqJnVlBWYhnrkYQxT5kQkhYo7hnWlE6EWoYYsQMmhMyVVRMS8dOU0GGYdFhlaZ2hq6LeCXSnl0EZTKNsWxCIidZxCujMSphnGG5CayGgd4nNj4xLyEMoG0gxkThMrGHvakDBTtVwQN7NWrU9fYhUliDD0HoNUl4kjllpg76FKmMYtV7vE9orahGP9oYo/hAk0kKloPHJ5hoJbrpVq5/kyF4zcnGk4BpafAxsuwiBkijctT1ZSciFDGyX4uecj9Y/ODxQeNT5vp6AJ1ZtJGr8wprRG7VZLi6UzOrLV0bCM5SGcs6elQWlbnTkbIViVRWJEaNUtIZQ2hAKDhd9/SjVnJMiXZELbvREztGiDGRkrjoNOUtNPTWYEGPuuvbdWlr/amUQu3tEz80wV+/iXruGZrhBNNMyYWhHC0U3WiuEHRC+QF3730Expmxgq/ctH1r4nx7WDcNxUc++rLH7xav5MH7VsT5166LtyZlXiTe1xHTyrIe7DhsH7VTS8ektGx6zWZQ5CphdKKNitVmYF46pmVB4ww+WFrfUxeaqXbslAXXTztZZEKitI6QFSZkslUU1rCjZQEPOeNTotCKTUgs2oHSWWKITEqxIDNabj5nxgopih8wZMiy8GxCpFAarTUb3XB8//toQo99/hny4RFFymxGWbS86Sl8oikMpMxx50nW4uopfTmlM2LtFmLCrz3eH9J5od6Aouo96y7RVg6fRWzjqJhwdOkKsZmw25TMpjWzPBAZyD7TaxHzGELGaqHJNKVmCLBbFhinmWrF0VpRao/VGucUh5uBlBWJgmGIHPWJF0875rWIF5ROE2PiYFZxcxUolIhHpCwUjYjiwd2KnDN9P9CjuWev5GCvpu0iqzLx4knHpvcYA8s+cH15ytV5Ja8TE5s+sfIeksIZcbpRRnG5LtEj17KyFh89tdW4WlFVTtxQlCh8qaxQ1lBmmfGBbAyis8wLQ86J3mdmpaWqHG3vCTFxMHVobThaeVofic7Q254DU9HUJWjofaSpxMqvTZLcF+McE6UoNEQk6SWkszKkxGHrmSdL5TIhR4YAp12g7SPLXiq/NpaonOlzwkdY+czUWXYnjoNphY+J+UjrMacdq8FQOkWIcLzo0EZzuva8uBqYOENIAjpqSnGeOtkE6lLTFCIy0o1CIKv1gBp9nA+0pnaapBVtL+YkldGshkDKisZqsoGmNhwtA5NSc3PZsTdxrIZIrTQkaL1U3+s+4H3CWJEMHGKi0papM+yMaGUNHMeMckboUUE6Kc1oT3hz1dOPc3iLYkgZEzIRzWqILMe5dIxSIW83ITklmmlJDjJTHkIkOH2m576twIyWma+PtwtJFKMrEghAq4+ZdbNDet+j0K0orz2LWW9w+zu3tVHDek25t0esanx/u0jPaxGmeLPxZtrGb+dxbV/7rXqPi8T7OuPqvGLVib5qTmCMYtl6lm1g2XqawlEVmZAyOY12ekqq091GKCNOIX1rYN0O9MmwWxisMhROoUef02ntzmTi1q3HWVH/mTjLuogYFEXpsFrTFIbzm8JZ5eh9JGVDaUSxKeSBlCKeRNbiiXk6RI4xDJcfYr63YrEa2PSJnWlB7CPHq4FQOgKR003kekzsNo5lH6mcoS4dRml6lSmto4tJDMyNIseEdnAzJHLMDEFhnEJnRVpHqiKyGYIselqRtaZ2Yg84rQ1WaVqtqLRBO8OlecW4jaCOiYjYrK020qZrnKZP0nafOiUzwiFhVKQqHHVliQmuTh2HrcekhNaGqpD5VoyZIXiunQRmjTjA7DQWY4R7Pa8smczpWkwgrDMkMk7BOmdmleFo3RNjpp469poCPxq9N9ZhLKwHTzsKRhgtNpBOK9CK/bqgC5lKgdUOoxRloZmVBaXTnI5jB2PN2fjh8mQibldKNmhVGeliIqSIClJZrrznclkSkWv23XtTTtc919cdV6bC0fYh0ZNprGEdpe06UYb7dxriqEPcGM2NXjxw1SjcH1Kispp1CKQMg49cmlYUo6jEvHZMG4tJimHrJ6skqV0/8SitaH3iYGqwztBYjSMzHXmYIYnvb2EjOSWih5e6xKwyrH3ER8Wi67mspPLfm5TsVA6nDFYJkG23Hv2ZDUwL6Ro0VuahVonmcWEzIWm0FQGN5MUIwY1qcq0XneVZ4bg8Lymso3BGNlOVowsRPwSMTqxTxBjF1XnNrLK8uOxZDwGjFRNrQGn6GFm0A3XhxGDDQTtErAalFY3T0gVoCnovn2OnKZmMFdektKScmSgrdJrNLYrcnUCjYRT/jymRlOKkmuHe+wj1ZkF44VmWp0vc7hxbFLi+o/jQBwk5j9rn8ayKbEpDXbx56tArxRASnY8sOy+e4lpmyVvE99dSXCTeNxDTSi72k36gXQUOVwN9EmPtMF7gu5OC3is6n+j6cOY80oxUAh+SKPeUjh0FKYG1isoIX7a05gwan0aVG2vk9bVWzEonEo/jTVZamckNI1exONeKmpQCKqqM5jTBJkTISWQbG4vP4gUaTcPaFqzxYArKHcW0krnPzGmWRxuyD+TCURTiUDSpS6zWrNqBECJaWyY1LDcD00qkCZ0C7aB0ioxi3UcOpo7aWlZDgpg4jRGHOpt7WZ3ZmVj6qFFK4zJoq5gYw2oIlFoTnaEbEp1PNE7kCZ3VWCX0mklhWA1JVLKszOVygjaJxVw3SCuPJAvdeuRtOq3ROXPc9sSUKEojVVgQwf1h5Ev2IdPqQOE0Xci4lLGFxkVFSIplG3FO4awjoQhDJI62hDEKtWOnKSid4vKswvvEtcWAs4baMUpgag4mTjilMVI5zVVXMiktlTFcmjqcUwJC6jLWgkb8jocQhI62Fp3peWWJOZMzVKXjQIm4RUwi6bj2gcEnJpWh6zJWJ3xUrAOC0B1NAbTOJAw9mZNePgNoUInlWqhMKies1RitaZyj7wN+8HRREkzfR5SCPiYmzojtn9JMKk3XJWLMMhctFG5M4loJWE0NkgyMUTidCWrrfAV+CKyNpik0IYl2cuM0KgcK66gKDVozeM+lacVmEEnUdTdwZVYSgL1JySRIW7v1CaNEHMQhFpkxRMq6lDa4k/t6txYa341Vh8JjrUJrxf60FvpPCBRGobRm1Xp8zBxtPHVI7DclBxNHjJnpvOFgIjzpnDOl0zRlybyUTTtI5VmMAhwATTaEaM9mseflDuvCsO41vZZNSYiJ1eCpnKOe30O7u8dw/SbVi89TsqDYnWN2duiGxGnrb6uifUrs1gW8XGHxTceWi3vaDQwh0/mAs4b9pqByhlUf3vb58muJ4S2a9b7zn+RnYWx5XtvkOaREipCUtIn6mOmHSESStBmTJ8hNMSksa0SRZlIZeh/xCGJ03QdMJcCJTR/wVmZ+WwRjiOIWVNgkCFMjoAdnpOrdDPHMuKowGrb2Y3XBpcnAyWiPt/KRXQMYTaUUm0FMHPoQWXcJqyOVK9ipNJK68pmUXaE1/RCYVgXtEMkms2gDVmXiSKVIKDZ+K9InikrawOW6ZFFECifHMNMi+1YYabVFJTrPJIM2msoIZUo+xWi6oAThWw2WU9WTlWMzJIzWQpUgc9qLQvxWiCKP5u3VCIxRCbEyVLLILYfAcSt8W1BkDyompqUlhIwrNT564YgmaQlPCxEsWXVCQXHWYJLCOi3+vloTFVQOUoB+tCQsCk2BwhrD5R2xg7w6rUk5EpAqkiyt1P1pNQpVeGalY6ex+CD0j3UfeGmZ2W0KDqY1MfdElYQDHBPr0UlnsJmmDNLOxtKUmkgGlZk1FhU1AZhVUnV2feDGomMdI0MvdKiUrUgkqsy0tCREyzujmZZSUZbGUE4NhVWUzo50nkQXxMJuEzJH64HDdU9EBAmyj5x0A01hSSHS9plpLbz0LRDJGEn4KMUwJHbqgsJk2iAVdFVYjjYeqyKnVnO/BpUd86YQKk6ODAmIiWGTKAupXK+telECy5l5XbAchK87cY71EFlvgVqV4aTzLH3gueMNOStSFrlTZzSzShKgcHItG+sZQiZnATkeTEuumAajEQUsNP04ArJa04bAaSeVrjOy6aqSJE6rRDQDGDtYt89wQe4HZ/QZzef848CZcAlAyorCGAorG3nrCvR991I/cA/N6hTKkvUgXOIYZWS0DcVrs+97vTEEwaIIf1kUw4Yozlw+5jPFrLe7zf2VYtUHccd6C+Ii8b6BuJt/pDGKPNrc6RCxDmbWMasc3RBwSuYDB9NSbpzCEOrMsrPkLCCZIUR0KY5BVWlRjBVrYaGUna4fq+WdqriNu7e9IEVs4RbIYM9qFq0n5szVnQa0OK1MBk/Oo/VYJ63aVTvIfDUmNj7i+sCDuzXz2rLp82hVhogbAKPWPMedZzNE3GjNt9849mvNJmY0irpwpBw5bgNrlwgJhtajR9ePnDPPnPTcu1ORYyAkxWoIFFbmgDEk5o07s0rbNY6sDIuup9BiYxh8SzJQWEfsA12URFxakUcMCYpCrAlRivvmFV0MKCzaeCZK04YelKiDpZTY9Jm+SSJaERJZi1avLkWTeNl6UFA6TVEY2i6y2xTUhbxvXTgSidIWrHxPTLLJcFaj7NhCM5ZpVUq3IsEDuxUnm4HKaurSEiO0g8c5y2yUBW0KWPTiJasF9MzGi+j/xieG4BnCCOhJMKmlWiy0VHuKTO0MalzctTPIyyguTQvCKIVoeo8002UGOa8tpTEoLfShNgaWa5Ev3WnkupjV9gx1OykN9+41GK1GtK/j5rpnVhkWbaawmtM2YnLG+8BuZYko5hNHqUVusfeJqtR0AxytezRyHN4ntIrs1pbnT3vppow2j4fLgatzzVEQkYiYpbsgJvHSEelT4t6dkj4EWg8hJ6aFoY+J4z5SOUtIknhDzFTWjgYfkRvLlmlhuNRbulFtq4uiFJYSlM6ilcc6w8Q6SahaUZVGNqrjJtYYaH0khUxvIyoLZkIAU+qsi+VDYtF7DLfccs5XvF8J1VtaM1LKODNzt0aTM6MWu6IqLXZ6D6ftwGrZjWucQutMOcrHvhYHoTe6nso9J2vq2c9xnd1yh9+OpP9a425mDG8mLhLvG4jz/pGFNZRG08fE1FqqwpJIzAppPbVegFjabFVpIvuTURjdiaKP0YreRwYfSYiOaxrpH87IcypnGEyShD2S318JvXfnY5UTZ5Q1npgVpZPX2IQoi7BVrLPsbqOCe3dqqX6MonKWSSFz6qoqGLyitprnT1omThLM8c2Bwsix+CSV2O6kplv27Dclu7VlMcCsSlhnsC7R94LwzVoRQ+Rylk2GdQ5CYlZbSqc46QLzytKG0e+4sswrR+sjxmRWKjFpHNPacbzoWEcxsydlTrrAaRc43Ui1t9MUZCOglsYFZnXBsvVMSstBUxCNZjN4Tto4clPFrSlrRdd7ps6wX00YspzHyghSVxR2MkMlDjDViEovjCaP3QQ1tlG3186kNOzUhoNpwX4jm6iCjCmzcHOVQilN13uiMtSVZV4XtH6Ur7OWaqpISBs0d+KRXFlNrjSqM+jK0llB1c8qh7EKraB0jsIaKitt86awZ9fzECI5Jx44mLAZZScXnacPg3RrSunYFAcNZFisezZjp+B0SJRaU4wz89IKoKztA+0gmIC9quQ4D5ROvGbXfqD3cUwklllt2S0tpbNsBoVWQZSXYmBeiE90FxI31wO10VSlYVY7dE4YLaA8pQInfY/RBm0MVmXQglrHiszlvJH7NkSLM4EuRnzKNMZgDVRGEMikyGrsHhRO0VQOpw19imyGxIuLlpPOw4gR8D4IXc0W6LFCdEpRFYZ+tJUrtWA1SieboHUXyUnGSNcWG3aqgtk4ZpgUlmvthrYTf9gwRCZjq/c8xWaLvN0qUp2f8+5PChRjZ8lmhgHhWmszCpMYFHCyGThtPc04R05JZGj1mKjPJ/u3MraevXoUFtFa3Ce298rWz/fN8HLfbLzVSf8i8b6BKKwekcxi6F47Q11qpoVjWglYwmpxhLHRnDn8OCv8w/M3zK02kcaPYuzbx7dxK8mPN9NdZiyvZtdVWM26l5bVtDCsBjkW+ihi7aVBK82kiPiUaEqHysL1jDHTeam2tTGUJmELy6IW8E+wQjMpFFxqClh1DCEzrx2TouC0HWCcYe/XNZWFiCZ4f0ad6bUItk+dVAFCUynQWtDYPiascuO8zjKvCnYbxayyHLoeZy0+VLxQSII+bQduLnrQWirAmJgVAmhhQAQaMnQhMa0dpdPs1SVoTTs4duqBSSP6vgoRIXFGizKYs0zJOOMZrCDJM3BjLUCZvcahDYSQySlTFoZEorIFzinIoj28Nym4Oiu5Z2ciovxKDCYUUA6B5SDv6XTBcduzGTyXmpLCFaw3A846hpjZjNSxkDNDnyic4cqspiwC/RDYcY7dmSjzbLWCtVJnC8m0dDgjiUErRTsoUjKikKQFyWt9JFIIj9QZlNGiyZ0Ul+aWVemxCi4rqZwWa09ImZgTzx+1gtIlc9IKdmG/EeeekBJ5lWkKx6R2aK1JKbMcAVzLPrFXFwwpYpymyY6yMChl2K0DWmnmlSYkaGNk3QZ8TGxyJqw9ZZGpLWxiElNzBSontJa29aQ2DH0iZU1poCzFEapQomltnBjfxzzqACstdKwUWfWio9wGmIdEnxO9T4zFGlZLC7qZyXoQc2Y9toqFsxwJSWOUlo1ihohcM60PXJqVXJlVdD4yLR1Wm7P72xoBXN6ZDIaRdgjS0j7vS7s3KThaD/QhkrUiRdGU9lFohyF51oOnNLfWq7KwqCxdgqYUPei3o9V73rPXp8SAZgJUI07jbjaJX+14q5P+ReJ9EzEpLUYLnUdnNXqoprMWsTVaaCXFLaAU3L57Ot8m2s5ys7q1Y30tF9xrMYKuC8MQLVVhWLee094zLy1laSi1ZtEOrHrPog+QNesuiMcumSIkVj5SpowGykJxZVZROc2yHThuCuG6Im2tplDsTip8kMS+N3EU1hOTLKZVIS3TdRvQTjiRe5OS2sliP83SJh6CWM9dnhQi6s9YueSMQkBXu3XNvHGknLm8U/HC4YqjQqOzxm561t1AoQoKA0MWgMh+bdlvLH3I7NaW3WnFbl0w8ZZ+CGg7YeLEVm0xzhmdhi4mMpHKiYrZ7kQq1RQzbqwa5pWVtp5OuEI8inMSVDnaUlvEv9UoKiu2i0oLOGh7vnsvczhrFIdty7ILWGXIaWBSWvZnFT6Jdrgij6AaTVWIAMXGR3LMTEo3ai8bdieyUepCoPdprCjk+3Dm3PVZyIjDhwQF7ET5Tq6WBXUlWtB9jCg0hYXD1UDMmapwTMvRNNxG1jESgyTcLUp3iKC1uOXspUhShrTX0HrxezY2UxrLpVkhFo3EM6s8YzRYodtUJaS10Gi6AHuV4fiwZwiZIWcqI8IfmkRtI6s+kFKmLA2ToqSq5D4rjCE7zaYNpABditTO4CpDWcqsemlkg+c2Pacb0YsutaFxhtZHQg50vSamRBcydWmZFYb1EIDErCqYjc5Biy0a3my9iRPVqOq13nrVak1dCCf//GZ62xLeRkz5tmTwlXxph3FdEu0BmdeGyBlKWikoziVdgGakKO6OAKc716E34s37SrH17J3VTvASo5LW26mS9Xpiu06/VXGReN9AbC/ybaW6HkZgQIyElEeVmVvtuzslx+7cPZ0naG+5d6/1gn6tRtDnEz8VhIzstgtLSJG6LLDaMC0F5Vk7aRuXxuBjRqFIKVGXjokz7NUabTTz0o5+ryLaHnOSBS1GamuonWW3MjSF4fqip7AZi+Lqbk07eEqlmDYWhWV3YqmtxVlYtZ7jzlNZy960JMdMnxIFmiFlchiYOIs3kjyaUdy/n9c4rclZ0w6BVFqMhlmpaUPCx0RRGBZedIqnIVMoxaw03L/XUBrFZgijvm/CBzBTjQGO1gOJjFWavXkFSSQ7xaJRqoqcNcnJAhpiElvCcVHb9J7SlexPSnYax5AESFJq2bBtvVg3vYjkxwiDh0npcCNHtbSGnabgdD1QOYtVmsEHCmeY1yWd99xcDlgj7eyDScl0bDVrJZ9t2XriON9rvQiEnBeWB/BGTNljTKxLS0Kx7qLY92kZX2xnoEoDKlNYQwiJohTA1mlINNbKDNxofE74LJ9TZUcfMv2QhbONwge4MjVcHiu9ts+kGNHa0Bi5/rqc6bzi8rxkGCLLPhBC4mBWcrQa2HeG68uBPmZS8gQENVxZw7x27M1LDirpStQaVl1gVloGKxz5whiuzkqmVUEioxUsNoHdjWPZeXzO6KiICV5c9PQhYZUiKWnzhyxJrTIKhwIEsLjsBo7aIBKVjOL8jFZ7o0lVqQWzMXFOPGYzo92i0IHOJ8U7E2HnI12It9/n3Nrkv+znuTlqaSXRW6240zRnVjnm9ctbbK9ls/96o3iHq9qvFNPSXghovJNxvmIdolRFm+EWv1GqCP26hMXf6AX3SrOHOx8/X1mbkR9XGJkxDaNSzs6kpCkMy3ZgNu5mXzhuWfaiBTurZUNxMC0oRvs/abdq9pseHzX7k4IQt2byQuXYnVTCX/XxrK1UGoOaCL1jb1IIItZamkoSeYjizKOUZt17Nj6yo8Xn1cdEURY0pQDJfBQaRekM99kGqxSM89ovH2bKInNpVhGitMW7QWQ9p6Uo9wwpniWieVNQjRZrx3S0vWYdhLaUtaYxmqoYEbsG6gyETF1p9ieOVZ9wwUKpWLQDlTUUBmqrOOk0ldZoI92QjKhhqaDIKYPV3Fj2OKOZV4ZVGygLQzO24CeFtIWVgvmkoBxR7CE6QpLW7ZAyhdOkLF63k9qdodFB2ob70/JMDW0y+tMqJe3RLX0NIyptPib8cWLtZZEtdGBWOXYbJRzbczO/3kfyiNzXWqGdxg+eQknF2g8ZMuJJbS0xqVH6NLNW0hmqCkdlNTEppnXCDoq9pmDtExNnhQOePVkLP70bAlVVEGLE58DJomfTR5rCUGjFtHDsTkuuTApyhp1Csz8rR2T/gFqLlZ9RYKxhr5HuykFTUlhD5xOVC/Qh4X2iUrBJMpJph0RlZYY/qQxWK2orSbmqRblr2Ud8EqMDm8UuM0X5Pvcq4Tl3IdG2CaU19dg18DETjPDMJZHKmmJGquHeFieCJMHOxzMAlR9nw3Brk/+yn3fMTUsn57owok0uCfn299nGa93sfy3GhYDGOxi3t3giyzbQjxftVi5xVglg5O0WFn89Si/nK2trNJshsB5VqgqjaUojwBmrWXReKFNJkJzGarQxaAPGCKBl0we0lkriaCPgkQcvicPJejNIy9wZti2yaRk5aBSFM+QsLdFL04K9SUUzorircxZpqz5wuOjwQbHxkLNiPQSZUQ7Ci9RIwtxylyel6CLnDI/et8tusxlRqdJO7VNiCJLcrdKUhTjVhJGbu43aGXzp6BsR6ziiAxxaiwbz6cZTGEGnzyaOlDJdLyYZtsys1zJvDEne21iLs4GkRCpSMQjVTOnxO5KqJ6eEKx27TUNdDLy07GiK24UL1GivB7dajmEI5JyIIaG0Yu6kUtkuiBN1+62+pZ9s+kAe576n4znbLtpDlNevxvdOSTjk22PZXmMxptHgXo/UuYQPmUIbyDJiUEoRUqTQBqcMbYhUheWBSw2L9UAkU1qL1ZpFG1DaUDpH6UQVTJOpS6kh2xgJMeGUxjl3xnPfb0ROdVI6NBk7XnshJNLY8k45Y1RGG0XohS8ak6De8YF1p8mxIo0gxJQzmyGzPylGc4FAypF2iLLhQ1NXsiG1ZkSdOysALSeOT0rBrBbBDZXBAw2KurbsTcpRb1nohPvTUlgGKRKiIkThpm8t7s5vouD27lsxqmudnfNzM9nzrVI/PjYZwZ3n753txuvV1qrXutm/iFeOi8T7BuJ89ehDkqSrR8RfFlEAHxKMblNv55xCEhT059pMrzYXPk87mpaW5QjoKp05a1EJN1HE7HfqQlpgSomXqDXUTj7rtkU5RKlGyAo70lXmTYEa50NDEOWjeWOpnWXRe3of2akNe5Pq7MbfGoGfHavRVKUdxSo4ExDZBJGHtGNVppBksU3YdqzgfEjsThzHbWCx7ulCZuIMVWGwSo3iHpJw22HgcC1qQXZEb1aFpfaJkBQHqqLoBDQ0+EAXEqIarDBGozXszhzLNpAiFKVhR4MBJpXFj3ScM4GDJGjXwt5KqDnLRmWL4pzXBYNPnHdObUY1qPUI7JPzJW3YftR31mO7c9uaNPrWtXeeduJjIotcMKvO03pxvun6QDVWwjGlswSyTbxaKwqnsRZ8CJK0lEgzZryoQxlFbR07lRvbmEK72q7Nzij6KDPbonBoJddwCpnKyXXqjFShbdvTt5HOB5Dijy7CdKrZxXG46khpbMkbcNqQU6JLo1pTStxYeKyFpjC8tOiZ1iLx2Q7SWXFas0yin+xTQpHPQHXWaKyBuhSN5zgefxsS86m0zKWdrrg0sVRlQVMIxxnEVEGocemsxdv7xH4l0o9DTExLwQvElMU0Aun6WHML/3Fn0oXbk11TWhkPJAF83tn63W68zzMjvhJD4m7xdrgB/VyLi8T7BmNaWlY5yC7U2TNvy6owVBihyiCLWju2gN6KOcidseoDCpkjx5TB8JrfY8srLp15GQewLgyrzhFDGlV51BnFaWeU8xPjBllMnNUUSdxzFLKL3hn5rvNR+rKw4oiyNynISRayV7vxtz6bqbQ0IQpVhCzIUy3cyxAVdWlvm3lpJXxIb2SOFrNwgae1YlI4tMq8uOjRMZC1ofORkDUhe2LI7E7c2ayzKQwhKHyKOCNzsEIJp9MZTW2lNRcSkEcgi4roJHZ6IpCSKZ0InUAiRgEOZcTjdXYOSDeEdNsCdmkuxgZKSyt4Wm2rUX3mkhWiJMeqsKy6MFYucqylM2cerXB718MEcV1Z94HBR64tOnyM7NQlxRBxVlFbI3JfSIu49RGXkwg/9AG0Zl5ZcU3KohV+o++pnWHeWOZNwaSwKAVlL/Z4q9bTj646Q4RFK9KRAJWOOFswHRHGGkXpHLZLLNsgTkgpU1vNTlUwdRnI9D4xBUJy5AxtiJg+sAmIPjaZvbqkNJbNkBhiTzd4ocyVBp0kydfOMviB1eDYraW12xSWtgtMCsWmV+zVlt4rqsKilGanktn45WnFpWlx1sZdj/f9tpIcojprF6co98yWxbClDh2ue3LKxCzrRmFFlOP85ul83Jnstp2MV6L9vIwZ8QZUqN4uN6B3KrYgsTeyCXmjcZF432CsemklFlaAQ0MUJZ6tpmlT2DPFlW281XOQ87OW88o1r2ahdbe4m7PHEBLTyrHoBEShRwGQaWXPbmpxPjp382lNWQn8/3wFff5C3iaOW3/0ysd1fi5VOys+qz4zU5Y+igm8UZkm3x0p3vnIxkeGIY6JSY57tykoreZwNYgM4SgmsO49pc74Mek6owljhaOUYjUkJlbT1AX7SLJVOpOSJqvEchPJSoqyECP7Tcm0dLR9kBn1xEFknEeKecN6iGTg0qSkKSx2NEc/+3rs3TdrWxSoGQ0BrJHPb0dpUhD07N0oINt/h5jPzl8f01mi2H6XizZganDOEoaAT5FJqTloKhEzcQY3KgyVRvixVis6Ja5COd8C+lh9a+6YUqZBrPFSkgRj1GhtlxVDCKimQKlMzBk9VsAbH3Gjw4/RakxGlodKg9XQdonTwUNE1KC0YqYdaE2DdBBiCmx8RgfwQTZxIcise0gZZW4B8yaFpVEyYw4xE1eZSS3KbNPKkrcYhlnJflUybdwZkHKICa09MXLGamhKS71lONhbwjbbTtUQ5fvIKd/mglZYfdvm6c5z+U4kwbfTDeirGVuKVTsq/hXjPfN2FEnn4yLxvoHYJrwtQKUZb5LKScKZlBarFT6+/G9fxr17E5D8NzNrufN9X2lxLo0mxny2AFyaVWeJOd/RWTJaMRkNul/v8dwt7jaXarDc6IUbvOUznnRe9ILPrU3TUtSNjFJManebxqo1mlldEJMAgqZKse79OO+yZGDdeia1w1otQg1OQ5INV84wq8UFyVhJ0MvOQ8ws2yBt+CzH1g2Rnaag9iIfqIyij5rZ2MIUE3LFrBbqz9743b6Wa6KwmkvTkpU1LHt/+wKeM7PSverisZ3v+SDymqVR5CwbnRClu1A58YLtvWU9BKpxJAAiW5lyJo0KWNtqfdstMFvbxVIWsVUfMF6dHdPgI95l5pUjI5SolDOTQp+NLEA2OHVp8OO8vCks7RBl3q6gLgqMUVgtoihGJa4tOvHJLYxYGA5xBEFZnBahmqYQd6QhRDQwKWSMYq1sxLS+hfYurJLWd5ZkXxhGRLfmoCk5mFZnm6QhJOqxW7NdI5SShHi+Et0K22xje59kxTkUs3QtXu06eKeS4M/WZLuN4/XA6WYYXdzC2XXtvgoSlReJ9w1Eyvll1V5pFPNzCNJXEtM+3xp6s5D8NzpreS3vO4xC7JdmJf24gzhfxcoCefsNr+A2gNLdjudubZ3t691V/MPIbHF+ng4z3L6jUfnWwn/+derSMBusnKcsCPTCSqU0KSxaKxatx68HKmvZbcSGLicRpOhHecfJ2L0YqixzbSsCEl0p3MiQEqrSnLYDAcXKB0ojXrMV8jc7o3pQOwSawp6jhqizqvSNWo+JjjFn5/Ru8/K7hVbq7BzmnBmaEkU+8/QN8RbwxkcBjg0hQR/O5o8pJ077SOcFGV5oTT3SnyonWIHtcUxH4BuKswS9CaKdXIxUmpwi00pa/WFM6j6I6lRpRC9aj0pv1im0kiQNmco5Nj5QasPetDpzALtUa467gZhEZ7q0GqcUMSdySlSuRGvDzsSxVxcUhWbqLLOxyjzZDCxajzUWZyM1CmsN09pSaMOlWXnb/PX8/X++E3Vnx+vOarUbolD7nMXHTB8izShJeRFvbWydkODWhseHhNe3WChvJ1jsIvG+gTjfottGYqRjnKtY7ozzLaC3ApL/RtpMr/V9bwF39G0c5O3jZ2pad1S3d15Q549nm/DXQzhzWMlKEmdT3ppdbhfqOzcIetQ33qnFyu68uMB6CLdVD0PUZ20jN44Bts+flY7pKMnnjKiJrftIU2qRJ0Tag8VI4t9+D2ak3FRWZvrTkfahQibo7bEgJvUaGL1VjVZnx4LijL519v2ce583Gm+k6jnfUSgm5TizzyONKFNq0RTeImWdEa/gIYjP86SAyQi8MqLyh1FyPda1IHTPJ/8hJOxIh9l+2ivTknKkH/UhQtagZW5eW4O1miFoChOxVp+d9/1pybx2nKwH4ggmWw+RCQJOM+NmrbSKsrDsBjdSmTTdEEXRbEjCuW80ldLUTcGsdEwKw86koDAyrujDiBWISdS1kM3OvBJ+9N2QxpshnAlBnI/bqIghYbVQ37Yc/m3HIiTBNBRWcBSv5s6z6sMZ2G67ofmZ4OTzMzlSzneVonylx9/quDg7byBua9GN4axQhu5MFhkB6Ny5GL5VkPxX02h9Pa9/5+NfqZp+paS/bbXdmQC2CX+7iIOATxSjwte4SG03AcBdNwhb2oRsdeRYtoo8dz63ONcWPc+jPl+BFUZTO8Oy82e6sNvFclLa2453VrszHuX2eS8tWnnhER2tttVQZUbpQRFW2G4sdupCzpW6JWryVs3k3shrnE/Y7740PUOgW63PqujttbHdPCw7T8pC+7JGEtFOUwrAcLyMdpritsX//H2xPVN1IWOZy/OK5Uhf2/JJt9dKVlAXlknphPI1bmSa8dxpJZuuEBMTwBo3ApgGUs40zpBSxtYFetwo3QwbAehZy7SyTJ1lpynOjDjOA/U6H28J4RgBEA5RPmQ5Wnye/963n3OI4rhztuEaY/tad64TMedbm9wh0AdNU9yibr3SpnwIiZPNcLt930ht/Gq1gt9KBauvVmylerdryXbDU46b8bd7Tn6ReN9AnG/RnV1wRlxM7gRUbZPCnSfxrYTkv5pG62t9/Tsffy3V9CtVWXe7YO9Uztn+v8qCxD4vMvJqmw9rFDuTgk0fzhZhPQJu7vaeX6kS3LZ4tVZ3/ayF1bdUxZQ905QFAZcV1hCUJqOYl2J6n2Jm4pxsKpymPMfBHWIavWXVLTrHKA/4Ti1a59/3ZQu7EcGV8+pr5TibLO9Azhb21iji/CzzlZxdzp+P7XcCI0XNJI7XA2lMIsbI+8/r2zexx5tbr23HBfPStOTKvLptE2GN4nDZ04eAtYaJE2en3RF1XY2bgLuhgd25jXY1gvwqJxu28xvdOz9nzFKFuzsW8zufN0ShghmtzgwrtjZ+d1Zjd0bn4103qIvWi3fy25wMz280tqIb+3cR3fiZFtv1reFWR8xodRsD4+2Mi8T7BuJuup3O6tcMqDr/Gm8Wjfh6W9av531fS/vy9XL/7jR/2P5z29658zl3e51paW4j+gNntIy7vedrOcZX+6x3/v+2w2DHSnY9BJxRUrWEhC5lUS7vaCOvh0AMQr/amivI/FRe++1GUr6RuNvGZOvzvE3EX0lf/LV0Wbbf0XYBX25EjckUwjPfVo53dlEKo1GlFR/msbUfYpaOwx3t322rP8aIGfnXhZFEG+MtcNj5v6vOJVc/gr+SVSM4L9+20d1+nu0oJac8tp0V9+02Z697/nMfb4az97Uyqr7VpbH6tsT+Wjfl7RDPXM/kO317rqvt2rP9vCBzagV3Vbz6mRbvJDL7Z9Zd/jMnDMBzzz33qk8aQjqTidzuZO9mlFzfhfj+Sq9x83UeaO/jWZv5fFTOvKwieave926f+/y/XynWIyhn4yNhbBtvZ7zblprdqk+de/42zv/ulV77tTz3tXwu4FU/053f+xAzOeezuV5Uit6o0ShD04fI6XrYdmLxo7jDXlPepsH7atfKOx13nufTO76v9StcT6/1vrix7EUPOSRWvae0mp26uO35s8qeXde9jyy7QNt5Vj6Ss9jd1aXh8rQSpPu52F4j7RA53vSkBPWWr+3MXa/B7d+1gzgLpSxgOX9y+7211fA9bT3dEOhCxI+z/Kow3Cgd89qefVftEFi0nmV363uZ12KHWDkB+CjgcPzdK13PQ0gcrfqzTtv2utptyjN1s7t9129F9D6y6ALdHef2hjPsjlz/r7U4lxPeFOLtIvHePR4G+LZv+7Z3+jgu4iIu4iIu4mdePAw8+Ub/+CLx3j2eGn9+O/DMO3kgP8fjAeCfAt8GvHr74SLezrg4D+98XJyDnxnxLuCfcCtHvKG4SLx3j2H8+UzO+Uvv5IH8XA51a6b13MV5eOfi4jy883FxDn5mxLnzMLza875SfO014S/iIi7iIi7iIn4Gx0XivYiLuIiLuIiL+CrGReK9iIu4iIu4iIv4KsZF4r17nAB/YPx5Ee9cnHBxHn4mxAkX5+GdjhMuzsHPhDjhLTgPKr+NQtAXcREXcREXcREXcXtcVLwXcREXcREXcRFfxbhIvBdxERdxERdxEV/FuEi8F3ERF3ERF3ERX8W4SLznQilVKqX+sFLqBaVUq5T6UaXUL3unj+trNZRS36yU+lNKqc8ppdZKqWeUUv9fpdT77/Lcf0Up9c+UUhul1ItKqT+ulGreieP+Wg+l1H+ilMpKqU/d5XcX5+FtjPGe+F+VUsdKqZVS6tNKqd92x3O+Qyn1k0qpbrxn/gul1IUY0lsQSqmHlVLfp5R6blyTPqeU+t1KqfKO572p++DiZN0e3wt8J/DHgCeA3wb8HaXUt+ec//k7d1hfs/F/B34B8FeBnwLuAf5PwCeVUt+Sc34MQCn1ceAfAJ8F/mNEPu//CrwX+HVf/cP+2g2l1D3A7wXWd/ndx7k4D29bKKV+NfC3gH8M/OeABz4APHjHc/4m8A+B/zPwdcDvAy6N/76INxhKqfuBfwGcAn8SOEIkOv8fwIeBT4zP+zhv9j7IOV/8J8jub0FsvP+jc49VSAL+4Xf6+L4W/wP+FaC447GHgQ743nOP/W1En3Z67rHfPp6vX/pOf46vpf+Qzec/RBb/T93xu4vz8PZ97zvAS8Af/wrP+yzwE4A599h/BUTg4Xf6c/xs/g8pBDLw4Tse/2vIJsiN/37T98FFq/lW/BvIl/vntg/knDvgzwO/UCl17zt1YF+rkXP+kZzzcMdjjyOLy4cAlFJz4FcAfzHnvDr31L8IrIDf+FU63K/5UEp9C/BvIrv4O393cR7e3vjNwC5SvaKUmil1uwGvUupR4FHgv885n/cC/dPI2PA7vzqH+jUb8/HnS3c8/iKSG+JbdR9cJN5b8fXA5+/4MkFaDwr4+Ff9iH4OxrjYXIUzS9evQ0Yi//L888aE/SnkvF3Em4zxe/9vgb+Qc/7UXZ5ycR7e3vjlwOeBX6OUehZYAEdKqT+klNp6v26/4zvPwQtIBXZxDt5c/JPx559XSn1MKfWgUuq3ICPHP5xzTrxF98FF4r0V9wLX7vL49rH7vorH8nM5fgtwP/BXxn9vOw2vdG4uzstbE/8WUk393lf4/cV5eHvj/cgs93u5hTX5fqT9+d+Mz7k4B29j5Jz/HjJb/xVIEn0G+EtI0v0D49PeknNwAa66FTXQ3+Xx7tzvL+JtDKXUI8CfAv4Z8P8ZH95+7690bi7Oy5sMpdQM+EPAH8o5321BgYvz8HbHFNgDfnfO+Q+Pj/0NpdQU+F1Kqf+Kr3wOLtDlbz6eRvAN3w8cAv8q8AeUUjdyzv8db9F9cJF4b0ULlHd5vDr3+4t4m2JE0/6vwDHwXWNbB2597690bi7Oy5uP34v4i/7RV3nOxXl4e2P7/f3Pdzz+l4HvQsCfF+fgbQyl1G8C/nvgA2P7HmTzo4E/opT6Pt6ic3DRar4V17jVRjgf28deuMvvLuItCKXUDvB3EGTnr8o5v3ju19sK7JXOzcV5eRMxggb/I6TTcFUp9ZBS6iFkESnGf+9xcR7e7th+v3cCe7b/vjgHb3/8LuAnziXdbfwAMAE+xlt0Di4S7634FPDI2No5H986/vz0V/dwfm6EUqoCfhDhK/7anPMX7njKTwMB+KY7/q5AAG+fevuP8ms6rgIF8IeRNtv2v29FkOVPI3PGi/Pw9sZPjD/vv+PxB8afN7j1Hd95Du4bn/cpLuLNxFXA3OVxN/60vEX3wUXivRV/DfmCf/v2gVGt5N8G/re77IIu4k3GiNb8PuDnI+3lH73zOTnnU+DvA5+4Y1P0CWQu9le/Gsf6NRxPA7/hLv99FvjS+P9/8eI8vO2x/f7+j9sHRqT5b0fETH405/xZBPn8O84hnQH+PSABf/2rdKxfq/FF4JuUUu+74/H/A8KT/qm36j64sAU8F0qpvwL8euD/BTwJ/Fbgm4FfknP+397BQ/uaDKXUHwP+Q6Ti/St3/HqVc/6b4/O+AfgRZLf555Dd/fcA/yjn/Gu+Wsf7cymUUv8Y2M05f/zcYxfn4W0MpdRfQBbwPw/8JALs+VeB/yTn/P8cn/Nrkdbn/7+9ew2Rqg7jOP79kRllGmVaEEVJWZhEdoFAKQVDBLtpQUGQgajpC7toKIFZUWGLJRGVKWn3F1n6ItZLJooFZVYkYQmyRWVobkpb2LZmTy/+Z3Gaxt2Z3fGcdft94HD2nP3/z3lmltlnzu3/bCR9aR1OGu1tSUTMKCLu3kLStaT3tZkjI1dNAMYDL0bEPVm77n8Oih4tpCdNpOtaDaTz+K2kZ3jHFh1Xb51Idw/GUabvytqOAj4i3bywF3gW6Ff0a+itExVGrvLf4Zi/532Bx0iPsbSRjm6nVWh3M/BF9j/qB1Jh9j5Fx98bJtJNbI1ZDmgDdgJzKRkpLGvXrc+Bj3jNzMxy5Gu8ZmZmOXLiNTMzy5ETr5mZWY6ceM3MzHLkxGtmZpYjJ14zM7McOfGamZnlyInXzKqSFUyIkmlZ2e9D0ooc42ktiWVTXvs16y4nXrOCSTpF0r2StkjaL+mQpL2SGiVNltSnpO2msuQXkpolfSJpetkYvkhaUNa2TdI+SR9LekbSZV0IeRVpaMNlnTU8xu7O4mguOA6zmrger1mBJF1IqkM8lDT4+pOkRDIYGAssB4YBD5Z0+5MjxTxEqqpyO/ACqaLQrAq7mk8qiHACqcTc5aQB+WdJejoiZtcQ9vaIeL2G9sdERLwFkBWJNztuOPGaFUTSycB7wBBgUkS8W9ZkoaSrSYU6Sv1VnvgkPQc0AZOpnHjXRMS2sj73k6qpPCBpX0Qs7PKLMbOq+VSzWXGmABcDiyokXQAi4tOIeL6zDUVEK6maSlu1O4+I/cBtQAswT1K/avtWS9IVkvZI2iHpvGzdiuy098Ds52ZJv0laLensrM1USV9n13G/kXRTvWMzK4oTr1lxbs3mL9XaUdKZ2TRI0jBJC4FLgSW1bCdLvquA00gVV+pG0jhgM6nE5qiI+L6sydpsv/OBpaQSbKskzQHmAK+QKsP0BVZKuqCe8ZkVxaeazYozHGiJiKYa+/UD9pWtOww8EhELuhDH9mw+FFjXhf7/Iam9rmwjcEdE/FGh2daImFnSB+A+4BxgeES0ZOs3Al8CU4F59YjPrEhOvGbFGUCq5VmrVuCGkuWzgInAw5L+johHa9xeS0k83SZpLvAE6Uh+ZkQcPkrTxWXLW0iJ99X2pAsQEdsltQAX1SM+s6I58ZoVpwXo34V+hyNiQ9m6NyStARZIWhkRO2rYXnvCbemwVXUmkl7T0oiY3knb8iP9A9n82wptDwADuxmbWY/ga7xmxfkKGCBpSJ22t470eNHoGvu1P8u7sw4xbCVd071V0lUdNezgSPho69WdwMx6Cides+K8k82ndNiqeidm86qPoiWdAdwC/Ap8WIcYfgSuI12D3iDpmjps06xXceI1K84y0lHm7KM9LiPpSkkzOtuQ0p1J7dv4rJqdZ0n3bdKp5scj4mBVUXciInaTku9PwHpJI+uxXbPewtd4zQoSEQclTSCNXLVa0nrgfeAXYBAwBhgHPFXWtY+kO0uWB5OurY4E1gMfVNjdeEmXkL5snw6MIB3p9gcaIqKhbi8MiIg9kkaTRuNaK2lCRGyu5z7MjldOvGYFiohdkkYA04BJwEPAqaTBMLYBdwFvlnU7CXitZLkV2JX1XRQRUWFX7Xc6HyLdRNUEvAwsj4jtFdp3W0T8LGkMKfk2SroxIip9KTD7X1Hlz6iZ2b9JOp90x3ED6Si8NSJ+LzCegaQbrj4HmiJidFGxmNXC13jNrFZzSDdPLS44jt1ZHOcWHIdZTXyq2cyqtQe4vmR5d1GBZMaTqi3BkWeAzXo8n2o2MzPLkU81m5mZ5ciJ18zMLEdOvGZmZjly4jUzM8uRE6+ZmVmOnHjNzMxy5MRrZmaWo38AKv38ORXWGaAAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse.query('ttd_mean>0 & ttd_count > 200')\\\n", + " .copy(deep=True)\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='ttd_mean',\n", + " xlabel='CBD [km]',\n", + " ylabel='Daily TTD [km]',\n", + " xlim=[0,80],\n", + " ylim=[10,200],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'ttd_vs_cbd_scatterLine.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "id": "16fb31e3-5e77-4ffd-927f-8e032ee45622", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='ttd',\n", + " xlabel='CBD [km]',\n", + " ylabel='Daily TTD [km]',\n", + " xlim=[0,80],\n", + " ylim=[10,200],\n", + " doScatter=False,\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'ttd_vs_cbd_scatterLine_user_cbd.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "id": "a96e3a3d-5902-46de-9385-28f5e68a4557", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='ttd',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel='Daily TTD [km]',\n", + " xlim=[0,80],\n", + " ylim=[10,200],\n", + " doScatter=False,\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'ttd_vs_cbd_scatterLine_user_cbd_closest.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "id": "bf47b9b1-cbff-4fa7-862f-a2ae00255dc7", + "metadata": {}, + "outputs": [], + "source": [ + "gdf_aoi_grid_landuse.to_file(out_grid_cells_file, driver='GPKG')" + ] + }, + { + "cell_type": "markdown", + "id": "4d9f791a-d70c-4265-85a6-079640acf747", + "metadata": {}, + "source": [ + "### Number of houses/offices\n", + "\n", + "We:\n", + "- project the user home/work locations to the local projection given by `local_EPSG`;\n", + "- buffer their location by `homeWorkBufferMeters` meters to simulate a kernel density (with flat kernel over a circle);\n", + "- count the number of offices and homes found in each cell and compute their absolute ratio;\n", + "\n", + "\n", + "### Area vocation: ratio of of houses/offices\n", + "\n", + "We simply compute the per-area $a$ ratio $R_a$ between the density of homes and offices.\n", + "\n", + "To obtain an homogeneous indicator we compute the $log_2$ of this ratio, i.e., \n", + "\n", + "$$\n", + "R_a = \\log_2\\left(\\frac{H_a}{W_a}\\right),\n", + "$$\n", + "\n", + "where $H_a,\\,W_a$ are the number of homes and workplaces found in area $a$, respectively.\n", + "\n", + "A negative value of $R_a$ signals a predominance of workplaces (an area devoted to commercial and business activities), whereas a positive value indicates a more residental-based area. Values $R_a \\sim 0$ highlight a balanced mixing of the two.\n", + "\n", + "**NOTE**\n", + ">When determining the home location of a user, please consider that some data providers, like Cuebiq, obfuscate/obscure/alter the coordinates of the points falling near the user’s home location in order to preserve privacy.\n", + ">\n", + ">This means that you cannot locate the precise home of a user with a spatial resolution higher than the one used to obfuscate these data. If you are interested in the census area (or geohash) of the user’s home alone and you are using a spatial tessellation with a spatial resolution wider than or equal to the one used to obfuscate the data, then this is of no concern.\n", + ">\n", + ">However, tasks such as stop-detection or POI visit rate computation may be affected by the noise added to data in the user’s home location area. Please check if your data has such noise added and choose the spatial tessellation according to your use case." + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "6c59a510-30fa-44f1-8dc2-b5c358870b5d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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idlefttoprightbottomtile_IDgeometryclusterscopenUsers...rog_stdrog_countttd_minttd_maxttd_meanttd_stdttd_countn_homesn_workshome_work_ratio
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0 rows × 35 columns

\n", + "
" + ], + "text/plain": [ + "Empty GeoDataFrame\n", + "Columns: [id, left, top, right, bottom, tile_ID, geometry, cluster, scope, nUsers, rog_total_min, rog_total_max, rog_total_mean, rog_total_std, rog_total_count, rog_home_min, rog_home_max, rog_home_mean, rog_home_std, rog_home_count, cbd_dist, cbd_dist_bin, rog_min, rog_max, rog_mean, rog_std, rog_count, ttd_min, ttd_max, ttd_mean, ttd_std, ttd_count, n_homes, n_works, home_work_ratio]\n", + "Index: []\n", + "\n", + "[0 rows x 35 columns]" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdf_aoi_grid_landuse['n_homes'] = gdf_aoi_grid_landuse[zidColName].apply(lambda z: home_counts[z]\n", + " if z in home_counts else 0)\n", + "gdf_aoi_grid_landuse['n_works'] = gdf_aoi_grid_landuse[zidColName].apply(lambda z: work_counts[z]\n", + " if z in work_counts else 0)\n", + "\n", + "gdf_aoi_grid_landuse['home_work_ratio'] = np.log2(gdf_aoi_grid_landuse['n_homes'].clip(lower=1)\n", + " / gdf_aoi_grid_landuse['n_works'].clip(lower=1))\n", + "\n", + "gdf_aoi_grid_landuse.loc[\n", + " (gdf_aoi_grid_landuse['n_homes'] < min_pings_home_work)\n", + " | (gdf_aoi_grid_landuse['n_works'] < min_pings_home_work), 'home_work_ratio'] = None\n", + "gdf_aoi_grid_landuse.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "04a66742-45bb-47f8-bf92-f8ff9738c46a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "gdf_aoi_grid_landuse['home_work_ratio'].hist(bins=np.linspace(-2,2, 20))\n", + "plt.xlabel(r'$R_a = \\log_2\\left(H_a / W_a\\right)$')\n", + "plt.ylabel(r'$P(R_a)$')\n", + "plt.xlim(-2,2)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_ratio_hist.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "id": "adb1cb3f-5f83-437a-b43f-77db7e453c07", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "gdf_aoi_grid_landuse.plot('home_work_ratio', vmin=-1.5, vmax=1.5,\n", + " legend=True, ax=ax,\n", + " legend_kwds={'label': r'$\\log_{2}(N_{home}/N_{work})$'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_ratio_map.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "f2102d2f-454f-4f40-b52b-460da58e8f68", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check the indicator dependence on the distance from main CBD\n", + "tmp_data = gdf_aoi_grid_landuse\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_ratio',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$\\log_2(H/W)$',\n", + " xlim=[0,80],\n", + " ylim=[-1.75,1.75],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_ratio_scatterLine.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "733923e8-3bc1-4f7b-9db0-63fe13a95266", + "metadata": {}, + "outputs": [], + "source": [ + "gdf_aoi_grid_landuse.to_file(out_grid_cells_file, driver='GPKG')" + ] + }, + { + "cell_type": "markdown", + "id": "bfc2a15f-86df-4d7a-bcfe-6668c28ff838", + "metadata": {}, + "source": [ + "### Length and duration of commute\n" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "id": "30fa3353-4c12-484c-ba2a-8963a51dd451", + "metadata": {}, + "outputs": [], + "source": [ + "gdf_aoi_grid_landuse_trip_stats = pd.merge(gdf_aoi_grid_landuse,\n", + " time_trips_stats_df[[c for c in time_trips_stats_df.columns if c != uidColName]].reset_index(),\n", + " on=zidColName, how='outer')\n", + "\n", + "for c in time_trips_stats_df.columns:\n", + " if c != uidColName:\n", + " gdf_aoi_grid_landuse_trip_stats[c] = gdf_aoi_grid_landuse_trip_stats[c].astype(float)\n", + "\n", + "gdf_aoi_grid_landuse_trip_stats.to_file(out_grid_cells_file, driver='GPKG')" + ] + }, + { + "cell_type": "markdown", + "id": "9faa24c3-711c-433a-9e20-c47071667ee4", + "metadata": {}, + "source": [ + "### Avg. commute real OSRM distance\n", + "\n", + "We have to transform the output of the OSRM backend from seconds/meters to hours/km to compare them to the measures produced by `mobilkit`." + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "id": "95f1ae7d-34ce-43f0-b230-0d4a99c1c4bd", + "metadata": {}, + "outputs": [], + "source": [ + "gdf_aoi_grid_landuse_trip_stats['home_work_osrm_dist_km_avg'] = gdf_aoi_grid_landuse_trip_stats['home_work_osrm_dist_avg'] / 1000.\n", + "gdf_aoi_grid_landuse_trip_stats['home_work_osrm_time_h_avg'] = gdf_aoi_grid_landuse_trip_stats['home_work_osrm_time_avg'] / 3600.\n", + "\n", + "user_stats_table_df['home_work_osrm_dist_km'] = user_stats_table_df['home_work_osrm_dist'] / 1000.\n", + "user_stats_table_df['home_work_osrm_time_h'] = user_stats_table_df['home_work_osrm_time'] / 3600.\n", + "\n", + "cleaned_user_stats_table_df['home_work_osrm_dist_km'] = cleaned_user_stats_table_df['home_work_osrm_dist'] / 1000.\n", + "cleaned_user_stats_table_df['home_work_osrm_time_h'] = cleaned_user_stats_table_df['home_work_osrm_time'] / 3600.\n", + "\n", + "tmp_df_stat = gdf_aoi_grid_landuse_trip_stats.query('n_homes > 15 | n_works > 15')" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "9ea1efbf-c342-449b-9371-2e53db60c4c9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('home_work_osrm_dist_km_avg',\n", + " vmin=1., vmax=20,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$\\langle d^{OSRM}_{HW}\\rangle_{\\rm area}$ [km]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_osrm_map.pdf'))" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "b72ece75-6e76-4789-a3d7-bae5bcabfd0e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='home_work_osrm_dist_km_avg',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(1.,20)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_osrm_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "id": "4452dcf0-0fe8-4719-b48e-4aa9c9a4f845", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_osrm_dist_km_avg',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{OSRM}_{HW}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[5,22],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_osrm_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "e2ee88c5-0635-4835-827a-ad8cf3f0c10f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_osrm_dist_km',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{OSRM}_{HW}$ [km]',\n", + " xlim=[0,60],\n", + " ylim=[0,20],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_osrm_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "03ca9bff-c84e-47d4-aa7f-def9336a119c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check the indicator dependence on the distance from the user's home to closest BD\n", + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='home_work_osrm_dist_km',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$d^{OSRM}_{HW}$ [km]',\n", + " xlim=[0,60],\n", + " ylim=[0,60],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_osrm_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "c3c90f2c-16b2-417c-9e0e-ae32ac7c34d2", + "metadata": {}, + "source": [ + "### OSRM commute duration" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "942e3dc5-35ff-44af-ba87-f4295b4ca664", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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uI7QOjBBNamzf1+awHe7o5zXf+xmTySSKovCLu95IcVZoWn2RXJx09ozy9g/ei66bBPwefvy1uyg7C++nRCKRXCpIsXWRs6CuhH99160AJDWdHU0ddA6EAXB7VZpy+hiOWB4gjzJERVYhvRErvcPKihKOTdr5YHcPDlCdk8tgchwhoCjgY3TSLmA1aB5nWf58DAE+4eLYNqen656Hd9MaD5PQdHIDfj5889UOT9Pvjh3jP596hriusVDJf969VLzANGDb4Cif/tWjGOmCWisqyugfnczY5y4pZUe/nRX+cw8/yVde94oXfO0kFzc/uG8rum4CEE9ofPm7j/Of/yJrWEokM41VG3GmVyPO6OkvOaTYuoTwedx8+G3X8a1nnsblUQiWenkycSJj14TBvJIcKvKyMIRJVlCBpH18wtAJKsWYmkHC0HCd8u/PcuXQODyMkS7+e+38Wg4ftT1dFfV5/HRHY6a9qKyYV65YBEDKMPjSM1vpTwu/XfRz7eJyjh2zjl+/tJY1DdVnvLfvPrYzI7QADvT0s3lVDQnDQAAtk6OO/Z880UYspRH0eqbxykkuNnTDZP+hLse2420DvPbvvkc8oeH3ufnRF+8kN1umIpFIJJc+UmxdYjSq7RwqbwUgiJcCX5DRZAwAFyonwmP0xSyPUNaEl4KsIKMpy96QW8bhsF05ad/gOKXZQSb09PHJcgwxkLEfKhigpjQXBPi8bg4O2jaALz/+DL3+IZKmxviETveEc3VjYE2ULS8fx1A0Fuc4g/VPZe2cKv6wtynTLs4Lsa23G92wPB+r5lQwFI1l7HeuXyWF1iWM26Xy3ru28B9f+1NmW1lZHoeOW+/PySh88ydP8fH33nqhuiiRXLbI1YizjxRblxBjySg/admWaceMFEtzyshWgnhUFwXebJ7usacNI1qKVf5aNI+JKQQBj+E434SWoja2kOGJSZKGQXaO88PhU9z0jE+iGyYCWNBQwuE+e2qxaqGfrx57HAAhYEn5XI70WWkpVAX8ZS30a1Z7aHSQjePrWJLbcNp7e836pfxu7zEa23vwez1UlOTQ3xXN2Pe19rJuWQUJDFwuhTevW3EOr6DkYuKWLQ08s/sk4xNxhALNbc5p652NHRiGicslA20lEsmljRRbFwE/fXQvXUPjJDWdD7zuGvKzTj91YiKs1YBTNVPKR1OfNcVW6E+R7fEyqaUAUFBoH52gc9JKelocDBDM9hLTLfvcQBk7emxPl6IoBNwe4roGwIKJQg4afelzwVhflNyQF8UFWUEPTaJ7yrGQyB9lS3EObhcUZwu6tSOO/j87vPWMYktVFXLy/aQGIIWG6nZ+wRbkBtid6iZpWDf/k+P7+ac115zxNZVc/Bw50ceTO+1p8BUNVRw4Zq+mvet1G6TQkswYQ8OT/P0//IRoLInH4+L737mbgoLp15qVSM4GKbamQUwf5OjoDzFEgqC7lGWFf+ew/7RlB98+/jRxI8X1ZYv44tq/mva5D7T08uX7n860hRB85q5bTrtvoS+Lf1x8C585+CAAQdXHoX47lmkkEWddWQXtE2P4VBfV2Xls77MF0VAsznXF9SRNHQUFQ1cBe+pvMBbl2tx6RlMJdMMgNqE5rm+oOubyYZKmTkwo1AZKOTlpZ6CfV+SlJX4YgM44rMivoD9hi7mXl595Suhgdz+PNdk5v/Z29VBTmEfnSBiAqgW59IzZff32oZ28dt4S5uQWnPGckoub79+31dE+eKyHVUurMUwTt0vl1mtPL8wlkvPBT366lcEh+5nyzf99nE/8y6svYI9mDwMVQ8jUD7OJFFvT4OjoD2iZ+E2mXeBfQmXoWgAiWoJvNT/FuGblvvpTz2FeXb2Ca0rnn/F84/EEI5EYcU3j27/f7rD9fvtRqucUoGGS1HX+9up1hLx2/qFr8hawsGkeqZSBK6ByuGDYcbw74mGiRQd0XAVRvAEXKTPtChPQMRqlLZ30tCorB4/qQkvb5wUL2d5ii7ParBzcLjUTN1W3KcA+TbeMisAghVtR0YVBttvDoGYHPAtgUvOxJKcBn+qlLlRHTfDMAfI7WzsdbVNAQUGQYTNOUteft3+O10dJUKZ+uJRpmF/O7oMdmXZleR57m+z30C8f3s/b79hwIbomuUQZHovQPzRBMqkzv76EnCxnrdgH/3KQ3sFxEkmNp59pdtj27mvjfe+5h0RCw+t186WvvoVg0JkuRyI5V6TYehHi+jCtEw86tm3v/wG9MZWYrhEzYxmh9RxbB1vOKLZMU/COe37NsXTs04aSSoe9uiqPLz7xbKad0HT+3y12FvcfPrKHE50jmfba8kq2xiyh4lc9tHbbnq7+0QhrGirZPtqJ3+VhaWEJewZtT1N3ZIKX1VdguiJ4XBDpC9IxxdPVEZvg+jV1RBJJdNNkxD0EU5xdUSPK2vJJInoUBRW/q4RJ3Q5iX5S9gH9Y8IbTvg6n8taNq/jl3kN0p71XNYV57Om2+3rs+BBlNVn0x63Vju9dvpEsj3wQXsq8/XUb+cu2Zjr7xvB6XASzfGA7Svnhb3Zw27VLKJZTO5JpYJqCD//HbzjZYb2JXr5lCf/6ftub3tQ6wBe+/2imvXp+ORN77UFeXXURhxrt9j0/eJr3/f1Ns9Dz2cdExZxhz9NMn/9SQ4qtF8HvKqDQv4zhRGNm27b+dfy2/Zl0S7C8rISTkcH0/m7+Zv7mM57v0aMnMkILYPdgD4srCugfncTnc+Mt9sGURX8/3rmfZe58SJjEEyke2HHYcb6eg2NsrqjCMARuj4t9iX6HXZkE36DH8jSZKVRFwRTPpVgQBPPa6E1aoqagrA6l3cNz1tqcXJ5tbc+05wdyodD2pG0oyaY11pM+k0Gex0V/urqQV/Xw5lq7KPaLEfB6eO9NG/nl0cOggk930TYZztgTKYN/nH81G+urCXo8lIeyp31uycWJ1+MiVJ9NQkwQF+AJOB9HZcXZ5OcGL1DvJJcaj29ryggtgD89dYQbNi9gTm0xiaTGd+93Tlvv6+jlqtV1GJoBCrQc63PYH3v0MO/5uxtxuaVokLx0pNh6ERRFZV3Jx/lT53swhJekWcxDnbGpe6Al3awprEJVFBblllPsdwqBR/cf5/5nD5HQNPy5zpIkJpAqUBjRNUCjwuuMQap1Z/GV/3iI5/TRipvr2Tkly/vc8kL2tthBxWuXV7Kz12p7VJXO8HjG1j4QZn1DFTuGramaLfU59CYPZuyj7nZesXItsfg4AS+MDfnpwT7+RNs471l+PcW5AXyqm6dG/+Do65g2zLfXfIQsT4igy0fIPf0cSUIIfn7yILtHrb5nu73kBfyE45Z6qy/I562rVuKeZrkgycXPs0fa2DflvXt0dJj8nCBjE9bn612v34xbBshLpkl4wjnDIICv3f80rekFRGvmOGcRqory2H+wI/NsXbW4koP7bc/W69+44bIVWjL1w+wjxdY0mNCD/LxvISYCRahUZmXTNhHO2IuzPTSGrdxXh8KdvK5mDfNzSgFIaTpf+s3T9I9Zua9cLoWqmhy6w9Z02ZKKEo702p6uxs4+KvNy6Bm37LWDHk5MycTb/mQny26owjQFHreLI13O3Fed7SOsXliBEAKvy83ONmfiSBETFJkhErqOnlDAoYcEG+ZtZ0KzSvRM5l7DrtbCjLW2II/3Ld+Cx2UVwK7L8fGfTf+bsb+64ibqs5wPtOmytaeT3f32F++knmJlRRnKmEBVFG5ZsUAKrcuMrUfaHe1oSuOz776FpbVl+HxuckL+0x8okZyG19yykj89eSSTQmTRwjIO9drPx8a2HqrL8ugeCOP3uCl0exma8mw9eLyXRSuqMLBmCW6/Y/Vs34LkMkaKrWnws46HMNOTaUIxqS2cpH0CQKEkEKApYgsaXZh84cBD3Jm1hURSo3VoNCO0AAxDME9kM0cJYBomAqenSzdMcvMC9OtRkoaBK+T8F+UWhzh+ciCTbX3p0kr2d9ixTdVzC9nRawe5r62uZF+XZXepCj2JScYS1ghwR4vGazYtoD1liat1eQVMaHa8WHbhM9y05B0095oEvB7et2VjRmgBrC1YzltrX8OkHsWnermt4oazfm2fY15eAdleL5OpVGab1qNlHpx93eO8atVisgIyTuty4Z23buCPu5uYjFtlDtYtqOb6VfNkuR7JOeF2qbzyluWYTx/GME382V6wH40YJvhDXkyXQsw0cPucz9aComwODg5nnq0PP9vE625ZOYt3MHsYQpn51YgzXA7oUkOKrRfBFCYnI07vUNKM4TOziRs6YVOjOjtAwrAjx9UTPv7pWSuo3u9zU5wfYmjCStDpUmCweSyz5NjX5qZoeZDhdHb0hZXFHBywR2PbcseYkx8kPGbZcxbkY3TYcVmtLUPUVxVgIvB6XRwcc3q6OibGWFtneZt8XhdP9bY77OGxEIV55Wimjl99/ofjIy9fRE3WxjO+Pq+unH5c1gtRlpXNRzdcyyeefgyPotDgLXEkuRwMR/jBw7v4wB0yt9blQlFuiH97+y0caO3D73Vz4woptCTnTkrTufehXfSPWINbr1ultCCbgXSN1UU1JRyf8kw5NDhEUWEWIyPWopuCqlx6TtohIt/+xTNcv2E+BXly1bPkpSPF1ougKip/N+8NfOrwtzLbRLyOuGGJmoRhkGUUMphexZdl+jmxZyyzbyKpMyeURa7bi0dRKfEH2LezPWNPxnSWKwWkcvIQArSAypQwKSaFRv7GChL9VtJTw+X8Mgr43bTFwmjp9AyLF5ZyYMAWY/UF+ezqtjxdAsHy6tJM2R1VATO7l/64tbrx0UHBW6samNCOAlAWWEZ1aPaW3tdGQ1Q/oWCaAldZHI9LzdwXwPL6ilnri2R22LJsLluWzb3Q3ZBcosQSKfae7CGR0mjtHM4ILYCUblJdkU9JVQ6mgKDuchyb0A1KqovQXKBpOqfWTQ4FvYQu09QPJsqMx1TJmC0nUmxNg9X5i/nQgreRMJJ4VQ8ff2qPw945miCoVRHXdFKmit/t/NiGUiptjdYqmYksP9khH5PRdIVoBfoGJugZshRWdqef7HleJpPWdNriYAEH9tuxTMpAmFDASzRu2Uvn5NM1JQv8QO8EhTlBQBDwejk2ZK/OUVAYHY+zprYcVYXCbJOOlJ3nCBRa41XkerMwTAPVtWzWPA2GYfK9+7Zipl34A/0TrFxXze5O696W1pZx3fI5s9IXiURyafDjx/bynT/uACDk9ZCfE2AsHSivqgptk2H60mEc2T4vOVl+JiLWopv55YUcOWY/O/s6R8kK+ojErGfz3a+7Cp9XfkVKzg/ynTRNbihdn/k7ui6HDzz9+0x7TrCQ3VMEz/ylFUzssFYMBjxuOk7YruvJSIKliyro6w/jdbsoqc5nV+uUwPDxBGtyapjM1VEUyO5UmZrMIRyJs3xjDUOJGJphEDWdWd5NBOOeJAlDBy3KkpwSmofsdA3lZVnsDKdX3IwKbl1cSVfiuesLXOognTHrXnoT3SzP20RtaOE5vWYvhqYZfPenTxOLpUikdNq7Rhx2fThJbcxHStMJjZiWx8slR0sSiQTGInF+8vjeTDua0phXU0gw24fH7aKwMIttbfbqwslkiuULqjESJkIBX9Rkairl8Yk4DVvqGIzG0EyDwvKcWbyb2cVEnfEM7zLPlhMpts6B2+sX0xudIK5r+F0evrtrr8PebIwwt6qQlKbjVVTCo+MOuydhEm0aIQooown8hW4SKStLukDQFhinZcRarlyZnY3X4yKlWVneq6rz2dZlx5CV52bjdblIpWsGVs/Np3ckHSCvwIQrmZ6OM8gN+Dgen5I1EoW2wRBzy+pQcVEeUBhNPZOxCgTbhh+eMbH1h0cP8n8P2F7C5cuqaGxKCz8hSMU1RsasWLcjzb389k/7+atXrpmRvkgkkoufnokJ/vrXvySmaXhN9XkrlNWgi5OD1vO2gDhBn4dY0hqQKgh6BsYzswgl2UF8PjfJpPXsrZpbyI42e3HRF+5/gl/9v7fhl94tyXlAvovOAUVR+LtldtB4CB+feuYvmfZyvZhDvba3av2SCg7vswSSz+2it9kOYh/tnWDZonns6x0g4HFTubqQpyftY3uMSV52VT3xiIbqVqwCzR3hjL1vfJKNy2sYNxJopsmo6cw1M64l8Ba4iSd1xpQENd4cxpL2PqXZAfaPWg8Yt6JwW2UZY5rtS9tUdOZ6hufC8Mgk4xNx4vEUP/6ls1TRyZP9LFtVDQp4VBeNO9oc9q27W6TYkkiuYL66YzvdE3aVi02LKjmy3/LEB/0emgZsL/5oJM7qugpa+kbweVzU5+fTeMQWU4OTMTatqiGV0EABPdsF7fbAuGsozL6WbjYtrpv5G5tlDDELtRFn+PyXGlJsnQfeunQFO0dOMGnEcAMtDww67E1DQywvL8LQDNxuFyf7ehx2z1Cc7CNhAHQB7qtUdJEODBfQo0Y5nhqBFMzJzselKBjpTHyVxTk81W9neZ+Tn+/IEr+4qJid6WLUpgC34UaxTotXVRkRdoJUXQi6IhUU+oOAl6pAFbWhBWf1Wnxu+5M80naSuK7zgbVX8eaGFRnb5GSCt7/7h0TT8WpLlldlPFcAdQvL2DNlSnVtQyVHjtrtu96w6az6IpFILn0eeOYQAyOTxDWNPw8dd9ia1WHqXuNHEwbelIeOp5POg10KYT0JOni9bketVwT0Tk7S0WctaKouz8OlKpnUD/Mriti4sHbG709yZSDF1nmgKzbMvuSBTC6ulWsa2LfVFlzLggUc3WZ7aZavrObQXisw3e1W6e+xVy+OHBhm81XzeQpLBC3LL+Notz311zo5xtXzqxmPJHC7XLjyVFoGwrZ9bIwbyuuJJzRMU9AXiTj62h+ZpDovl0ktiRAGLuWUFTpGAQ92WJ6vgGuI2yvDlAfzpvU6tIRH+f7BvRmh9/kdT3Fj7VxKQ1Ztu/t+vSsjtADaW4YoKAih6QZer4vOyITjfMfHx1i6uBJVVcjPC7FiSdW0+iGRSC4PDrf28e/32vUMV26uZKtmD8AW1mexf9J+tq5bsYC9e62ZA7/HRcugHQfaNT7BxoWVNB7tRgDL5pRx5KTtxe/qC3PNujkkhIHf4+avt6xCPU06nMsBWRtx9pFi6zzw3ZOPZ4QWwKHSZhavWYimCtwuhdb7uh37t7UOsmx+CcIwcfs9HDjktPtaDCrdIRKajuvUhOwCxpJJmkYtd/lCT5HDXBnMZntTZ8bztbDGaV9SVszOYTssdK5WyHO5Jlw4BU/cSPG5ww/x9fVvOeO9dwyP8XRTGwlN52hqeErdRZhMpfi3Pz9BeDxOXNMobXc+uHTDIJnlYTyqIYTGkrwyhsK2p2tOcT4HD9sLD7btbWHTGpkmQCK5Uvj2A9sc7ebtPWy8uQoNE7dL4Wj0hMPemt/Fta8LYioGatzH0w/HHPZkUKBXuEkZBhM+/XnXu+tl61i54NyqYEgkL4QUW+eBIp+zFmKeL5ud+d2ZqcDbNlXR/PgUgVOex+Gt9kNi6dULOHzQiulS3CrtwRQT45YHqKVjmHWrKtg9aImOhsJimnpsT1dz7zAb51fROzmJV1UpdoUYErZgae4c5vrl9cRNHdMUdMVGHX09OjjB8upqEoaGQDCWSDjsPvWF3yL//uATbDtheenysv1kl/uYTFl9L/dl8eThVnTTeh0GQwGyg15iMSttxZxVlexpt0apCjAwOkHA5yGe0PC4FEYHnF65L33/cTasrMcl6+VJJFcEDXVl7Dhip6cpq85je7+9QGjzkmqHZ2tFSTZNkfSz1QUblq9hxwHreelxq7SPhTOLiZrGRrhqcSUHj1nPoM3L66XQkswYUmydB949/yaeGDjCQMLyEOVSgi5sj8zTCwa4ur8c1VTw+920bHWOxrqO91D11oUIt4LH62bbcaenyzMKi6J5pDSDHL/nedfXRnUGe61cMvnVzuLPxTkhtnV1oqUFz8qaUnqxvVfrq4o4MNGSaS/PraZxzLq+isL7Fj6/BI9hmsQ1nf0dvRmhBRCeTLCmppK4S8eNgl/xsN20H4xDWpzlN9YQiaYwhCCadI4sJyIJikIhjKiOkTIJlTpLGS2oL5FCSyK5grj7let5dHczXQNhXC4Fda4XpowX9x4fY9mCKgwh8LpUWmNNjuPHKlpYLhZhIgiobnYedVYDKarL4bd33YLf6yb7CqrFaYqZL6djnpol9gpHiq3zQMjt40dXvY+UqeN3efjMnseYWpQrlOXjy9+6E7/bEkpf+ODPeOqhAxl77ivreTJhr1BcV1/GoTYrlkABRsdidI9YQm4wHGHF8lIOpEv6LCgsdBSyPtjVz/KaUlrHxvB6XFSW59Dbb2dV3t/Zz+YFdSRNAxD0pqYUDwOOjveyOFRP0jDwqi6K/c5cM483t/DeX/4OgLJQFj6Pm6RmiyZ9WKe50+pbaUEWPreLpG6NJIsCAXa19pBKtytys/G4VTTdEoLL6stpTI8yURSipp4JaFUU+Ns3bX6xf4VEIrmM8HnclGaFGOgbx9AFfuH8yioKBdk3MJQJX3j5vFqOx+zBY05sDk8P2DFe62rLOZgud+ZWVd7/squoKsib+RuRXPFIsXWeKPBlZf7+l9Uv46m+VsIpK9D875denRFaAO/+19tpOtCJaQj8eX72+SIwZRFNpzbB+vIKFBT8PhfPnJiaeg+CYwrrtCJ03SRbD9AyxaYAejaMJK3pwGpXnuPYwmCQ3QM9JNOu9KvrShjCFmOLs2vZ3m8/nL56+Cn+dZVV/9AUgq8+sTVj649GWF9byb6T1v5ziwo43GmLxoHRCGsXVhGOxPEoKjkBP7umTAH0jk9yzYo64kkNUwiio3YRaoD+0UnqawsYjyTQDRMh6+ZJJFcUWxvb2N9sP48Gtg9TsDLAaMJ6thYX+egZs10oO7sTbKjJwafouIWXPx4Yc5yv14xw56ZVBL1e5pQUUH2FCi1jFpKazvT5LzWk2JoBivwh7r/pTiZSCQJuD3NznEHq+UXZ3PvEPwMghOAd9/2Gre22oJrvzudQ43P1DGHh4hKae9NxWkIQHUnQmV6uLLpGWLi2OJMlvrYsn/3DdjqHXX09LCos5PjICCCoK8lj97AdC7W1fYAt8+tICB1VKJwMhx19/dnJvehDbmIpjaSu0zrifHjF4ylKk35SKR3VazqWTgOoAzp9zVbfq2oKHGkpcoN+9rZ2E08ndJ1blI+iwHMx9svmlnOwyX7QfuH7j/CdT/31ZbtCSCKRONl2wJlrLzaZoj6/FHdCIWnomJgOe6lf56rcxxAYCAGdZX/L7i47d9btSxbzT9dcPSt9l0imIsXWDDEnp3Ba+ymKwmduvZFXfP/HmKYg2+ujp9lerqwAyZEES6tKcblUst0edu/rcNjz4m7WFpVjGCa+fC9No1PK3iiQle3FlVRImSbqKeVucn1+DowMETOsLMtrC2oZStgB9is8Nfxsnz3lub66kj0dz2V5BzFsMJ6uNdbVF2bVUjvovS4vlyPN9jRld+coa9dV0z02jsflprQgi91T4tNahse4blkdqajl4XruvM9x9GQ/Q2OTlBZevmU0JBKJzd13bODP249lasHWLS9i56j9TOkdVQm4PcTTz6+3LOjHEJbXXlHgxobHOT64GVVVyPMHeNe6tbN/ExchplAxZzjp6Eyf/1JDiq2LgNr8PBo//H7cqophmtz92V8QnrSzvBcVZrGv3fJWqUB9WT6d/WnPFjCpa5xssQSW2gn1q/Nomwhb587LZc9gTyYxxZ7+Hmpz8uiYtOwN5fnsHbMD5htHO1mcU0rCMPCg0tnmXBF4YKCPjeVVCCHwCJXG3c6A0+RwgiWpbDTNIM/nYYhTmDQZbU8Xhj0l/iLL6+XooW6i6dWKC+aWOuy3bVkihZZEcgVRlJfFp951K4dO9uL3etjt7YceO1RhMBrj5iWFjBsRdKHjc40Sm7LupiBrkl3v+xvc6pUT/C65OJFi6yLhuRpfLlXl4++4ibs+/TMMU+B2q3SGbTFkAsKvMKesALfbRXaen23dtnfINKFcD1JSH0ivwPHS3m1P/RlCUJmdTUrRSOjPzzPjVb20j8Qy6Rs2FtUyFLFz1SwvKGPPFG/UhoUVHHjOeyUE7kmT1nSS1oHBCZavqOLgCcteVpzD4RZ7ivNk6xArl5VzrG8Iv8fDkuwCDnTY4u14ywBXLaoiOZnEBbz+BjsbvUQiuTLYsmYeW9bMA+C68AhP3N9GyrS8V0vK8tg/cTKz75/757ClqAWBZV9WIIXW6ZCFqGcfKbYuQirKcgmtz2UsnkAzTPImnFne8zw+jjVZAsbjcVE2N5v+sOUtEgjC+XGOjlgrFH2qi7JgFv0xy0NVmZXNrqGuTNLTxv4hinOzGEpY9sWhSraH7TipQ6leKnNySKU0fC43ff3OotpHxodYXV+BooBfdbF/uzPGQgunWFZYhKEbBLMD9I5NOuxuU0WPGEQwSAQNhy3gcdH5VAuRccvL99tgkI99/vVn+WpKJJLLhXl5hXxq0w3s7u8m4PYw7u1lcEoYaWM4xVvrP0ptKIRL8VEZuurCdVYimYIUWxch9+zaR0fYFjXeslxIh2G5FBjpswWLphlUCy96YQiP10VhRZCtk3ZMV9I0qC3MoTY7DwCfz0XvFMEU13XmuOsIKhE000TTnH0xTdAHU0xErfip5XXlDE7YMV0Lcwo5eNAWZysWlnOs2fZeuXTBiZOW21+0QsP6Ko52WO3igiwOttnlMg5097N8XinHTw6AECwryOfYETv+7ImHDnDb69aybG399F5IiURy2fGWhpW8pWElAAfGOti9w85buCingmtKX4WqSK/KC2EIZcbzbM30+S81pNi6CPnjMWex1ZOxMerWFxHVUghDoO07RRHlu2jxWVONWakoBTkBRpN2zFc8ZXBoyPKE5fh85Hr9jKcs8VTqz2J7b1cm6elYIk6O18dEehpxrVrB/qgdkNo5FCbb7yWSSBFwuxnvs4UXQOf4BIvrS3GpKgGfm/17ncH8rrDG6uoyTEPgy/PR1zol5ktRyBYu8qOQTOoohc6VRj6/h4pa58pOiURy5bIiv5a7517PgbF2/C4vb6u/RgotyUWJFFsXIR++bjPv/fXvM+1lVaXs6rW9RxuWlzH2TDqOShF0FsYgHcceSaVY6S1lMtWHz+2mLljAoQE7oHQimWRjYRUp08ClqHjdLvqneMLCyQQ35M1lUktimAJ9wjm1F0skKTECaOEUptDIKc+jf0oUfGVeDscb7dWKc+uLaW2zd1B9Lg4f6XnOzLwVpZzss7xXxYEAx/d1oWnWNQ8e72PO3BI6W6wp0dv/eiOFxc7SSBKJ5Mrm7xbcdKG7cMlhosxCIWrp2ZqKFFsXITctmMffX72R4WiMgMfNn1ud5X326wOs/Zs8kmiYQFNH3GE3DEEqCamkTp8RIej2ENNtb1g8ZXBg0Jq+KwmFrKXTaXuhJ8je4z2ZrO+nZolfVVpO41E7y/toIoHX7SKlGygIEoNTCr8qEIkmqanIx+NSCeX42Xeyb6qZUEphzdxKhBDkJBUaNbsWh0Bh86tW8onrF+MPeMkrDL2k11UikUgkkguBFFsXKf9wjR3YOae4gI8/+mimvWZRIY2JKfUMq+exrTUdF4Vg0rTT0Q8nYqwvqWJ3Oiv83JyCjNACGIxG2VhRxXgygUd1ka8F2KHbU3v90Qg31NeSiOgIYZKIOqcwhyeiLPJkEY7ESKV0XCXO0Uxe0EfrIWsaUnEpVC8tpatvSkRrwMX+Zmt1o0tVmFeZT196NWNefpA3vGkjgaCzRqJEIrk0EOmFOMop1R8Oj/QTTiUwhMm15fXPs0tmFlOoGDLP1qwixdYlwOuXLeXJnpMMJidRVehXndmrjiTb2FC+AM00URU4MN7nsMfiGvnxAHFNR1dMPKqaidEC0JImTempvNqsPNyqip6253n9HDjSk8nyXlOU58gSv6aklGO7ppQTEqCqCqYpQAi0CVv4CUPgixrk5wTwut3kFYY40G4LP8MUBGqyWJ4XREVhxZo6KbQkkksMIQR//btf0jjYR0LX+dqNr+DVCxZn7M1jQ7zqj/dmcv/977V38PLaRRemsxLJLCHF1iXAeCrOLq2ZqJkCEzYEqxlI2Lm3Gvz1bD9px3Str6lg52DaOyXAiAomk1ai0J6xSdbMrWDnkOVNqsvOY1+fLc46ImE211fTNxLB61apElnsmZL7qnM4zLULa0lFNRCQOCVAvrt7lIXzyohGE+i6SSLi9IR5VIVIjxVgFhmMULIgh8GwnTg1MGlyZJ8l3k4c6+XW21ZQUpZ7zq+dRCKZXR5tb2FHr/3M+OzWv7Clpo48fwCALx14GjFl/0/tfoxrKurJ8vhmuadXLlbM1sx6E2XMlhMpti4BfnBiG1HdLtK8Z6iLpVlVJJIGLqHS1hdz7L+/u59r8uowDYFbUdnR1+2wRyZS1JNPSjfI1nwo4Hj46YZJ14SVHsKT43QFh3xejh3oyWR5n1/pLEu0ZHElRw7b15tfV8zQgCUMBWB47JxhqaTOHHwMikn8HjeVWVk077C9ZIm4xre/8jDX3dhAMp6iqq6YxSuqp/eiSSSSWWNbRydPtbYR13U6Es76qSOJGO9/9rf0xidI6Br53iyHPeB243PJryLJ5Y18h18CnDo+8OGldb/GRMKaolu1uIL+qO0dWpVTzp4pBZzXLqiwVzMKUEyFrnRW+oFIlLVzKjMxXZWhHBq77Km9pokRNi2soKVzGJ/XzYKsfA5026PWEz0jbFpfTyKuoagKk6NO4Xe8fYjlGy27YQpGRiYcdn0iRVavDujEgiZZ2X4mJ+yaiOODE3zun+4DIDc/yPce/CA5ecGzePUkEslMktR1/vnPj9AzYX22S7JDBNxu4ukKFUvLitk22J7ZX0XBq7oyWeD/ccU1eFTX884rkVxOSLF1CfDeRVv4c88xuqLWiLFBr2V3whZER08MUF+dR0zT8KouBvudWdqPtg2woa4KIcDrdvFsZ6fDHo2kaMgvQTdN8j1+BoWzHqLwKIybKUikKM92jkr9XjdNLQNMTFoCqeGUeoZLGio5OMXT1bConPFxe/Wk1+vJ/D0ZS7FsfhlNe63+FRdnc6zR7uv4WIx7v/4o//CJV7/IKyaRSGaSlGHQH50krms8dbItI7QABiejXD23loSuo6CgBxIwZcF0b3yCjTlzCccTaKbJnFDhaa4gmUmMWQiQn+nzX2pIsTVLCCEYS/WTMpN4VC+FvoppHxtwe7hVW86zzW2kNAMqnz8KjEymGI1bT7T1+RX0T9iCaUFZMbvbbU/X6tpy9vVOyfLuVTk8OJhpr6kq50C3JebKglkcnFLP8MDQIOsWltHU3I8CNNSVcvCg7ek6erKfNatqicVSuFwqkxHbSwVw5Fgvq9fUkUrpCAFtrYMO+2gkQVZpNqmUju5R8XhcJA07mL+mvnhar5lEIpk5/rdxJ1/ZuxWA6mCuY1GNikLr4Bi9E9agr64kB5dPyZQIWxgqZVuX/cz4l6ce5bevewsuVX45Sy5fpNiaJY5N7OIXnV8AwKv6+Yf5XyfXO71s6H2jE9z3+AG0dO6rsUiC/JIAYzFLXC2tLWNnv+09ao6OkOv3EdU0/G43wwnn1F7rwCirSstQFIWA180z/U5PV0xorKwuxzQFuXjZ3en0dHn9bjwuFU03ME1nlneP101b1whjYeuayxsqocvOndXQUMm+A/b1li+p4tAh+8Gb4/fRN27tH49rrFxVw5HtVpqLotIcbnv9umm9ZhKJZGYYS8T53sHdmXZXbJyN1dU0dvUTcLlZVFLM7m676kT74ASbG+YS0ZO4hEo6ZV+Gg0MDNA72s6Zs+gNQyUvDRJmFQtQyQH4qUmzNAqYweHzg55l2ykzwu57v8MbaD6ObCRRUAu4cxzH94Ul2nugkntJp7hjMCC2AWDzFxpxaxtwJDNNEM0/J8q5rFAWDpCJJUmaK2kA+3WHbzV+bn8vBdFyWQLC0voTDQ7aHya+42d+T9mYJWFlVTHO3lW6iOBjg2JHeTH8aj/ewsL6YlnSW+IZ5ZRw8ZAu/g0e6aVhUQSSawONxMRmzU0FY9i5Wr6rFME1QFJr2OYXfYDhKZU0BumaQX5SNosoPsERyIemNTBDVUo5tqq7ApCCOxqTf+RlHQHdPJFPvdVG5c5C5oqSM1aXlM9pnieRCI8XWLJAyE0R05wqdhDHE/zRbsUcBVy53z/0+AZctuP7rwad49ICVOb4g5Cfk9xJNWA+4vKwAe1p6MlndCyYDBPM9xNJVpFeXlLOnPT2yVKA/EiHgcRPXdBAQSdgPSgWF0ZEYC4oLcLlUst0+9p60R6UooIVg7ZxKTCHI0d3sbW6bYlcIFgfJEbkkNR3hdY6WXG6VwdFJhkcs79jypdV0dduergXzy9h70BZYq5dVcXC/3S7wemg+agm/gd4wv773Wd70t9e9yCsukVx+RLU+Wid+jSGS5HjrmZPz2gvSjyVFpbx9yWruPbIPgJDLw4lOu2D8yf4R1s6rYE+v9RxZVVluD96Apr5hrltcz4SWJOBx8/drrpJJTWcZEwVzhgtFS8+WEym2ZgG/K8Qt5Xfx2+6vp7cIVMWemosb4zw18H1urfhHhBAc7R7ICC2A0WiC9fVVRBMpXKpCKOhj+wlbkIyOx9k4t5aIpiGEIJV0errGojHmq/kMRSMkNA1PkTPmqzAvwIGY5elSBCwsKqFl2BZEWZqbvS1WzJcKLKoqoDMtmHKy/RxuHyCRtITevmgv9ZX5dKezwDcsruTQlAD5w0e7qakuZGIyhtfrzhz3HAdP9LF0XS0CcCnQ/OejDvtf/tAoxZbkiuTI6P/SEXkIAAUX+b4G8n0XJhnoXYtWc6JpCNMQ+F0etie6HHYVyM72kdR1DMznHf/hdZtZVl42S72VSC480xJbiqKUAx8ANgBrgSzgeiHEk6fslwt8DngtkA80A/8phPg5Z4miKB8F/hM4IIRYebbHX2yszL2GVPwXICKYQmVXxBkY3tg5zMfv+QYJTackFMLndmXqEwKkhMGRPuuY8vzsTD1CgOygj32dvURTlnCpzMtxBKyuKSznQJPtrTLCWsYuEET9GqQ9/0KBZFCjJDuE1+2i0OPn0CF7VGoCrhIfy4qqEQoEfR62N7bb5xZQWJsHWW503UB1O0c3AogbOqPRBERhxSJnTFdtXRH7Tth9Xbe+nqM7WjPtN7xzyzRfcYnk0ieuD6GbcWJ6Px2RP2a2CwwODX+ZuuzrMESCkKeekuD1s9avnz67n8YT9nNh5dxyGtPeK7/HRfPkKOMJa3FM42A/K8vLONhnlRS7ZcG8sxZaO0cOMpgcRTM1XlG+BZ9LVpZ4KRioMx6zNdPnv9SYrmdrIfAx4CRwENh06g6KoriBR4EVwDfS+94C/ExRFLcQ4sfT7ZSiKGXAvwLRF9v3UmEw+gBa6olMe3HoJg5FLBEhBOw+OI9Yyopp6I9E2DCnkn3HLW9SVWEOBzrsB1vf2CTr5lUxEI7gcbsoKAqyrdMeWfaEJ3jjuuWU5ITwezw8veukoy+9QxPMu6qYsVSclGGQMp0Rqz6Xmw5tFDToS0xSX5hD75T8WF6Xiz1pT5fHpVJamM3AiLXyKMvv5ejxPmJxa6pyYGSSosKszDTikiUVHJwi/JrbBigsCDEyFsXvc6MrU9OrwpGJSdZvWYjP6yGvIMj1t62Y9msukVzKjCQO8peedwCg4CHoLiOm288Bj5Lg2Mi/A6AqfjZX/o6gp2rG+tM0MsREMsl4LMGvdh1y2MbCUaugvAJ+n5snu9ttowLebJWqQBYpw6CgxH9W1+2K9fOFY9/DTKdejugx7qyT6V8klxbTFVt7gSIhxIiiKHcAvz3NPq8D1gFvnyKs/ldRlPuB/1YU5T4hROo0x52OLwB7sLzRedM85qJFCEH3+Hcc2wLaExT5Xo8mTFIJP819ztxYI0ackpockrqOx+9BHbOXTgPowqRjLAxAnctEVRTMtD3L5+WD128iP2iVx1hbVs6d//N/PHf44uVl7BixU0EsLJiS50aAqtsjkpQwcZd58IRVfF43ZVnZHJ4yotUMk4LCIMUFWbhUlZDbzc69dkxXSjOoWlpCTjIXwxQoOKcwEymdvJpckiJBEkF9yFmyo66umM9+4c0ypkPygggh0IWGqrhwKZd+gkwhBIdGvmG30fAo2UAvLnyE3CVMJvdn7KZIcHz0i6ws/eqM9OfYyBC3/fJHltwRsLainGNdtne+qDSbnenEyQLB4opijg1bi2Y8LpWT8RGG4tbY+cdN+3n1vAbWlla+4DUNYZA0Uvys4w8ZoQXwQM/jzAnVoCgKmqlxTfHqy+J/PpsIoc54oWgh82w5mJbYEkJMvvhebMaaJfrlKdvvwxJi1wMPv9hJFEVZD7wVa7ryq9Pp38WOoigUhV5B1/g3M9smXddyNNyUad+w4uU8sn880/a4XZxMx00NR2NsnFvJ3hPWw6wsL4sDnbbgae8fY93iKk4MjxDwenjzuhUZoQWwoq6Cj7x6C+1DYwS8Hp5OdcKU9FfNo8Osr64koqXQTJPR4SkZCMEShKZJKpHCNCfIyw4wOmGnk/C43BxIZ6wP+b3kZgcYn7TO4fe7OdI9yETUumC230d2lj+Tf2vxkgoOdNgJWttGxggFfUTTqxbf9ZZrpNC6wjk42s0PTm4lYWgsz6/kfYuc02U/af8+20aeRiC4vuRm3lj9tgvU0/OHiUZEc8ZBGSKRHqokSJnDhNQcNNNeeJPnXz1j/fnSrmdtuaNAj3+SopygNcAKeGkctD/DCgopTWdt/XPpZTw80dvqON8DLUdfUGx94tA3aAw3A7Asd67DlufO4YvN92IIK0xiXIvw6srZm0KVSM6F8xkg7wN04FTv1XPfyqt5EbGlWN+qXwd+JIRovJy+ZGty38tY/Bl0cwyFINsmnSMxf83jrInfjqmAR1HZ1eSsZxh16dzzvtcT8HroC0/wwR//wWF/2fy5/Oju15/x+m/dYj+IV3e08o4//SbTXlVewa5B+3orisoZjNozuDlRD89N/EVTGvMqCjJiqyQ3y+HpiiZSzJ9bTlEihdvtIjs7wI4jHRn7ZCLJ8oYaUjENUwjMU1YvjkcTfOOf/4o5VUX4fR6CARmbcSUjhOC/jjzM/lFLeDw7eJJNJXNZVVADQF+8JyO0AJ4cfJQNBZupC825YH0+H7gUL6uKPsK2gY9ktvnUIPH0fWpmDK93CVrKElt+VxnV2W+ckb4IIRhLOAdgblVl0Ihh6gJFg5qyfFpHbeFXWORnx6i1iEdFoS4nj/aJsHWsovK3S9ee8XoHxpozQgugaaKDIm8ewynr+CJ/AUMpe2D60/Y/cHXRagp9smD9dDFQMGZ4teBMn/9S43yKrWbAA6wHdkzZfk3693Qy1t0JNAB3TOeCiqLk8fxpxpkLWngJqKqPVRW2wOns/i4jI49m2kpiBduGbcGzsa6K/e12bNPfbdnA2rnWrS2pLuWOtQ08sMdaqVeam8UbNi6fdl+ur53DG+Yu5eTQKC4Uxg3ng/RAuI8bcuaQSOpgCjp6nWkrxqJx8vGSSGqIiI7f6yYatzW28Ksc7baWghdGAwT9HmIJK3jf63Fx4sQA4QnrmgUFIfxeN4mUFTd23br5rF1aO+17ARhORDKFumuzCs7qWMnFzcGx7ozQeo6ftPyRvoSKZiYJa2ZGaIE1hdUZa7vkxRZAefA6yoPXkjLGEQgiqRMOe1wbIduViymSeFRrqtEa855fFEXhP669iVfe/5PMoptyshkU1oBMCFA1UBVQVZWCLD8HJqYuqhFk+bzcUD2HgNvDmpJKanPyz3i9qUILQBM6hb5CEoZuxZeekrIg5A6S5Q4gkVzMnE+x9XPgk8C9iqK8HytA/mbgvWn7C34aFEXJxorV+oIQou+F9p3CB4FPnVNvLzAvL38LR8f3EDdjeBQfT7fkA3YQ+qHoAKvLy0FAXtDPdfPrHcd/5FVb2LywjoDXQ01RHj7P9P+VCU1nx4FOBieth+Xyxc6VQat9FezeZ3/BraqroLHVFn7Fpp+mWBiA8GSc5YsraUyvICzIDXK43Z5SGJmMs3pOJUMjETweF+WhEPv22Z6u0dEot9y0hOLiHPxeNzduXDjt+wA4MTHI7Y99O50qQuFX17+ThjyZIPFyoSGvggU5JRyfsOOD6nJa2DV6HAAFN0XeGoZTwwAUeYvZVHh5rFjtjz9LX+zpTLvYv5LRxL5MO9+bTTRlVVcw9AjtY19lXuG/zkhfFhUWc9/tbySipfC7XHz2wScc9piZxLcgRso0mFSi5Ol5xHU7rcuWyno+umZ6/5fXVb+Mxwd2MqZZz8PaYDnHJuxpyM5YH1nuIBHd8q7/dc2tcnXiWWIKZcZjtmY6j9elxnkTW0KIfkVRbgd+grUqESz18PfAj4DImY5N869YU5BfPovLfhW495RtVcAzZ3GOC0LAFeJfGr6TiUd6X9fvaZuS5X1+oICDR23N+fjKFm5aNj/Tzg36efnKsxMmz/GL3QcyQgvgwLE+1q+oYiKZxIOK0ePM07W/tYerq2vQNcsxfPxov8M+ODJJeWkumm4Q9HsYD5+SQdqt0DVuuf2ThobbpaKn6x263Srv/KtNlJWc2xTA/xx9MuPXMITgk/se4v+uvxuXIoMzLwc8qotPr3gVH9/3AAG3h4W5CqPa1BQIOvWhfNYWXIVX9bIgezFu9fJIH3hs7PuO9lBiH7XBNYCGIgSx1D6HfTT+NEKIGYtxXFtux1h9+rYbeduPf5VpVyzwMRCxnhspoVOS46Uv/YjJ8fp499IN075OljvIhxfdyZHxFnyql7ZoNx2xKaEKRpzlufMZSY2jmwZ53pwXOJtEcnFwXp9KQoinFUWZAywDQsAB7OnDE2c6Lp3H64PAJ4DSKQ8LP+BVFKUOGBdCOOazhBBhIHzKuV7iXcweU/v6qWuv55nODiZTSRCgDTvTMXz+gSfYsrger/vc/mU/eHwXP3+mkURKZ16ds1yGW1EZOh5lIF28el21M3B1SWkJe6fUM1wzr5LGo/aUZ35BFodbp+TcWVzFvpOWPS8U4OgUT1fP2CQbllXSemIQv8/DLdc1nLXQ+uzeR2mdGCGmpRg2nVOcE1ocUwhcl87bQPIirCio5qGX/T0ASSPON0/uYkIbztivLrqVhTnrL1T3ZozK0A2MJo9k2sW+BUSS9jgy37eOieSuTLs27/2z9vxbX1fFV//qFUSSKXxuF1/s+rPDHmeAz12zF1MkcCkevK63Yz3Op8eKvIWsyLMGk8PJMXaNHiFuWItqKgOlHBy3v06+23I/K/IW4Hed/ynUyxVzFmK2ZAZ5J+d9CCiEMIDG59qKorws/edfXuCwUsCLlcT0P09jb0tv/3/np5cXHwWBINW5ObSFwyR1HZ/X+a+pKcrH4zq35c2jkRjfe2wXsXS29v3NPcyrK8isdlxVWcG+NjsVxN6uHhaVFRGOJPC5VZh0eroaW3pYubIGQwgUVeFgU4/D3j88wdy5JeimQcjj5dgJ56zwshVVfPNT5xbMu7W/jXub7SK4SwqLATtY9u8XX4dHlcvAL1d8rgCvKH83v+n+Ch7VR5l/DguyL8/i5Avy3kJP9Ali+gBu1Y9fiRKbYg8n91Meeg0uNYBbzaUk9MpZ7d/LGxZk/vbkCz646/5M+y1zwiQMe+p319A32FL+iXO6TpEvn/fPexON4WZ8Li9DiVF64gMZ+2BylIPhE6wvXHpO55dIZoMZ9bcrilKMlQz1YSHEsSnbi4AioFMIEcMSU685zSn+HctD9iHg+Ez29ULz66YjHE3npQEYDMUcWeL/4dZNZzVqHRyb5KFtx0ikNIYSsYzQAkBAmTuEGhBomoHHfP55k6MpxoYtT1fVHKenq666iJ2ttmdr7fxKGqesniwoz6Kx3RZYaxdU0thsCbKcoI+33nzmlUgvxveP7XK0j4wM8crwQpJjGhiwYcvZBddLLj0W5qznnxt+caG7MeOoiocbq36UaZ8Y/Twxzfbo5PiWs7DoCxeFN//WysV8bNlNxPQUQZcLl/I5jCn5iXtiOzGFjqqc21fOtSVruLZkDQAd0T72jB3JpH6oCZazpqDhJd+DRDKTTPudryjKc5GXi9O/36YoytVAWAjxjfQ+zwLPYgXHlwHvxkpM+u5TTvd+rMD264EnhRDjwAOnueYHAV0I8Tzb5cbDLc5Z1p7EJD/+29dRlZ1L0OuhJDfrrM73nQe38+AzhwFQXQpVNbl0j1oeoJDPw9HOgUxB6oHxCJUlOfSkY8bWlFZw+LAdEH+go4/SgixGJ2L4vR6MU941h7r7WbyyAlMVeNwuGpt7HfbeyQhLFlVgmiblhTmEXkI6hzfNW8lTfS2Z9rJUCY0P21Oc3/zBk3zmo7ef8/klkouV+rx/YDD6CEmjF1XxMyf/Q88TWjv7uwin4ggBt9TMnzUhpigKd8+/KtM+OvY37Bj6Sqa9ouDOcxZap1IbKueuulezP9yET/VyW/nVMkbzLDFnIanpTJ//UuNs3v3/dkr77vTvDqzyPGBlmn8DUAmMAQ8BnxBC9CJ5QT68cTNPd7ZnssS/av4irp5Td07n6h4M84etdqyHaQgKVB9FtRWoikLI7+GZY+0Zu26Y1OfkUegJYJgmPsP5IdF0A5/bja6ZRLQkdX5nzFdpVS7bErYn66p5FRycUt+wND+L/S1W+1DnAFv2NPGKdYs5F26pXsjtZQ009Q7gxUVRk5epUVtPbG2m9r6taLpJMqVz9xs3kRWSsRySSx+3GuKqqkdQcKGcRlw0DvXyxoftMrTf2vJqbqu7MIWqF+XdwYTWhSE0PGqAhbnnt7zOHVU3cEfVDef1nBLJTDJtsSXEi6/jFEJ8AKtg9Yvt92ng09PY77ppdO2yYElxKZ/dciPHR0cIuj28acmycz5XYW6Ikvxs+qbWMwx42JuuZ+j3uCnKCTE8Ec20j3UPMh6zAlBDXg8FOcFM4tLl9eUcbbbFVGvrEHlZAcKRdH6uYhfYM6AcTY2woKoIRVHweVwcbHPGbP3wkd3nLLZMUzD62AThDmuKs7Lemb6tpqqAe/5ve6ataToffvdN53QtieRiQ1U8Z7R9ab9zEfandj1GfV4uBlYowtK82UtBqCouNpZ8cNauJzk7DKFizLDnaabPf6lxeayRvkx489LzU2Q54PPwsbfewAe/9gACKC1wlvdJaDoLcosoyQrhVlSys3xsPW7nvoqmNFbMK6dC0zGFwJtw6uxYPMU3P3A7C+tK8Hs9/P0Df+DIkK22CgIBjrWlV4sJWFZVytFOO6D1NZvOPZD1L7uOc7zDvtb+1h6WzClhaDSC1+smcMoU5YMPH+CNt6+lqvzMSRQlkksRIQRvf/jXHBsdJK5p1BY4V/Vm+1y8eev/ZpK+fn/j3awtrD/dqSSSiwJFUXzAZ4G3AflYGQ3+RQjx+Fme54/Ay4GvCSE+eL77eS5IsXWZUl6UgzfHSyKlERE6QZ+XiZhdENGHiyMtVkqG3Cw/2QEfk3ErP5bHpdLUP8xIxPJsFQT8hALeTJb4LWvmsrahJnOuT918Azs6uoimrCD8fMNHRtop0B+PUJ6XjVtRyA35ef3V0892D/Dn3U384i+NJFIaJf7gKVaFuFswlEpACkrLnV849dVFlJ9jDi+J5GLmz+0neKrbLvo+Eonjc7lIGpYnqyxfZXTSjlL/90O/45fXvA+vSz72r3QEyoynZhDndv57sWopfxUr9vsu4E+KomwRQmw/82E2iqK8Arj2XC4+k8hP3WXKt36/nXh6BeJkLMnyueU0dlgSqCDk53CbnftqPJJgRWUFQ3FrBWRhTogdx+2g89F4gs2rakiaBkKBl21yxoGUZWexrqaKluFRErqGpjlTRfhVF6M9E5hCMKiM09wxyPJ506neBElN56u/fobBsDVt2KpAXVk+Xf1WpNbiuaU0nbS9Zgdaeqkqy6Onbwy/183fvGkzLpd0Z0suPx5sOeZo90UibCirYjQeI2kaRE8pwyUQqBfBykWJ5HQoirIeeBPwISHEV9Pbfgwcxkr99KICSlEUL/AV4L+Az8xYZ88BKbYuQ5Kazs7mTse2gdFJyvOzSeoGAY+HZNSZNFVxKXQMhwGYiCfxuV0k02knXC6FpslRBiYtwdP3RJRrG+biT5cIerq1nSdb7BG2P+R2ZIkvUQIMC2slpBDw+Xsf5ceffise94vnw3r6YGtGaAEYAgrLs8nK86ObJiGPM/jdMEzyoyZjPZZXbrhtGK6aj0RyufGBVVfxSMeJzKKaZUWl7OqzU7AEfLmoXgUzPY343gU34pY56CSAIZRZiNk6a2H/V4AGZEonCCESiqL8APgPRVHKp1HK7wNYpQG/yEUmtuSQ/zLE53Hz3ldtcmwrKcymb2yS0ckYPaPjLK4rzdhyQn4O99reoYHxCEtrysjN8lOSn8WqBVUZoQXQORrml3sOZtq/OnjYca2u6ASr5lSyqKKYOSUFTE4mHPZ40in0Xohrls2hujgv03YpCt39Yxxu66epY5D9Hb0UF9hpMZaUFtF6zP48/ujbTzDYP45EcrmxuLCEdy1Zz7rCKtYXVeE6Zdrm+NA4q8NLWdS9kPkdC1jknb0AeYlkClWKotSd8pN3mv1WAU1CiFNL++0CFGDlC11EUZQyrCo0H0/n77yokJ6ty5Q3blnBs10dTGopFEXh2GHngKBrLMy8ikJ0w8Tnc9M0OuKwmz4YVhNggCfuxqUomRG0qihcM78us++7Nq7j0eMtmGl7Q14Ru0/YhaznFxSgDFpeLYB33XHVtLxaAH6vm4++8Tq++atncbtU8kIBth9pz9hTmkHV3EJKavIwhSB3UKdryvGJuEZX+zAlZTJuSzL7CCF48PFDjI3HMEyTu16zAfc03/svhmYY/Pn4CTrGwwAsLnamZFkaKGH7Qbu6w388+ATfufs1F0USVMmFxSpEPcPleuzzn65W8Wd4fkaCcqDn+btmQoBfLPbk80Az8NPp9XB2kWLrMqWxt49H+uypvc0LKmk8ar+PK3NzOXDSzoW1sqGSPe2WPeT3OrLZt4+GWVdbye72bnweF7cvX0x9UUHGvry8jLtXrmZ/Sw8uFIQ2JXU0cGJ0lM3ra4kmNQxhsnTh9OK1nqPl5CDtx6zSH8Ggl/zcAGOTVjyKoih0hsfpTae5yPF4KMoNMDlu2ZeuqmH1hjlndT2J5Hyx51An//W9RzNtr8fFnXdMvyjzC/GrY4czQgvg2NAwL5s3l6Sp43d7iLY6C8JvPd5Bc98wiyqKz8v1JZJpcg3Qfcq28Gn2CwDJ02xPTLGflnS8153AFiGEONN+FxIpti5TvvKMc+HGrsk+rqqrwDQEHlWlscXp6ertD7OsrgxDCHw+N7v6nQMMPV8nFUiQAlqyBhFCZEbIhmmyd1s7Lb2Wd2zBHOfDfG5pAVtb7BiyLzzwJN/8m1dPa4Q9GU3wswftWoixWIqG2kICfi8ej0pRfja7jtu+rAlNY+mNdRSZBkKF6zctlSN5yayi6QbxlEY8pfOd/3vWYfvh/TsoKs8hZRgI4I6rljjenz2RcT6/70kSukZZMJt/23DzGd+/RQHnylwF+Oj6a1lQaHm4/tjYzIEpZbNW1JSzsNzp/ZJcmZioGDMcRWTa5+8WQrRP45A4cLoM1P4p9uehWB+QrwG/FkI8e7p9Lgak2LqIGJ+M88TuEyRTOhUluVyzeq7D/uedTfxh2xHiSY1bNyzi9devPOO5FhYXsqPTFiF1/lwONtoCauWiKva12O3yijz2dNjtNQsr2Ntteb4CPjdNpr16ccdgJ/e3HeT1c6y8YA/vas4ILYDjrUOsW1XJSDKB263iFc5pk2ea2mjqHWJxZcmLviaaZnDqOEX1u+gasDxZY8kkQZ8nU/tRAO0iSudIGIC2p6LcsHEhQd+5lwiSSKaLbpi84Qs/pW3AKvK+objcYa+oyuNffvznTFtVFF591ZJM+2sHt/KHdnuV4bqSKl49Zwmn4+a587l5zjweaT0JwB0LGzJCC+DlKxbwl6MtHO8bwu/18KGXXy0HHpKLmT6sqcRTeW7bmSrRvAZYD3xcUZS6U2w56W0DQojTirXZQoqti4h7HtzJfX/aC1jTDT/7wtupLrOSccaTGl/5vycZSWd1b+ocZNPSeiqLTx+L9KFrNvPw8ZP0T0ZACArG3VOTvHO8bYCGqpLMtfZ1Oz1d/SMTrFhejomJ3+9i63iLw/7A4aN85c87iGkaDT7naFkAfSJGa8RKz7C6xPn5WVRRzMLy6U1lFOSFeO9bruG/vvcYAH6fm5PDoxn72GSclXMrON4zjM/roqYin72d9meyPzzJT57ax7tv3jit60kkL4U/7D6WEVoAh8eHyc8JMjYRwwT0LBUm7f2/8tunKSvORjNNxrUE97cccpzvfw/vOKPYAvjiTbcyEosRcHvIC/gdNkVR+OKbbzsv9yW5vJjlmK3p0gh8QFGUrFOC5J+bdz9whuNqsBb7/eU0tnekf14O/Pk09llDiq2LhMGRSX7zWGOmndIMvvyjv/BX168gkdRp7h/KCC2AZErnm/c9Q1BxkUho3Lh5IddftTBjD3k9LJnIRWmLk0jp+OY7vUsFOUGOtw1kvEZLVpRzoNv2XhXPzWb7qO0ZW11VwYExS8R4FTcnu8KMxKyBwq5kLxvmltHUYq1oXLykjD2j9rn2DfSxur6U/okIXq+Lv7t1I6rq/CD++chxesYnSGo6d121hqDXLktyzcb5/OLwYVKGgUdR6WwbdRxr+GE0ZCVcdaU8jrQTAJsW1p3hVZdIXjq/bzvGI10niOsaSovTDRtJaRQvyiE+qpHSDbx+5yM3LzfAO374a8DKg7V0QykHx+3Pzl8vWPmC1872+sj2ytqfksuC+4F/At6JldT0uYzy7wC2PldjWVGUGiAohGhKH/d7oP005/st8AfgB8C+mez4dJBi6yIh4PeQE/IzHI5mtmkRjX/+j98CEAx5ySux6xF6XCpHDnYxPGbtv/dwJysbqsnPteI4njnQyr5mOyaxo3eM7KCPyZgVf5gXCtAzaKdEGGgLU12VC6qCP+Bm74TTYzs8kWR9kZU1Pqj7eLprypo/Bah2U1SQT8owULLdjtG7UAQjpUlafdb1nhnv5AbmZewnBof50P0P8dzXVCSZ4qM32/nr7nlqD0f6BjPt9fMraTxmTXl63Cqtk+GMrXt8gvVzKtl3ogcUuGHpXJbVlp3hVZdIXhoRLcmndj3KaNL6XBYGAmQFvETS1RaWzStjf68tnjqj445pb3eOB9IfeQWF8ZMpqmpzcSkq+b4Afz1/5azej+TKwESdGlM1Y9c4G4QQOxVF+RXwX4qilAMtwNuBWqxM8s/xY2AL1jcPQoiW9L4O0lPmLUKIB86+9+cfKbYuErJDfv7xzhv4+P/8HoC8kJ/mKcWfY9EUi3OKGPP58agqRVlB9uy36xlORBJ8476nySkJkUjp9PSOOc4/EUmwYn4FAyOTpHQdY4rnB8CX5abZH8YQAqELFpcWc3TUFjgVuVnsHEwHuQtoKKmgedCK03IrCm3hMIMR61uje3yChcWFnBiy7EvqStkXtsXbvUf38eq5i1hcUEJc0/jaE9uY6g/40Y59LJpbAB5BLJXilzsOMpWmsWEWrinHECZel4vGUwpd65i4A1ZS1oFoFMM0cakypZzk/BDRkhwbHSJuaOzo78wILYARM84Nm+aQ0A1MRSCGnR7ckWicFXVlDE1ESWoaunlKtQWvm+ZRa1DSyQRHRwZZWXK6MBaJ5LLkTuDf0r/zgYPAbUKIrRe0V+cBKbYuIhbVFFPtCpJM6njjClGX6lgH60upDByyIq+iBUGCfg+xhDVCVlWF7R3d9DdaLqXi7BB+r5tEykogurC2hIMnbMHjdrnwedwkNcseXBzCGLWCzhUUJiaT5Pp8uFDI8fk4NDbF06VAKjvJqpwyFAWyFB9PN9mrDYUCOSVeFlXnYQiToMvlyJ5iCsEnHnmco4PWvWwsdiZbLCkM8rHGBzJ5vTYunMe+Q7Z3YF5NETt77BOur6tkb5vVdqkKvaOTmez3B7v6uW/HQd6yaeU0/gMSyYvzlcZn+cGxPQCUBrIIuNzEDetz5FVdHIwPMJywpvyrQjl43S5S6ffjsqpSDnXa7+Wg3+eY9vaXeyA9Sy6Af37mYX73mrfhOcfM71uHmvhz734Shsb1pUu5rXL1OZ1HcnlhoJxLhvezvsbZIoRIAB9J/5xpn+umea6LajWIFFsXET/6+XaGhuz5t6XLqjjYbImIrKCPEyfsLO9jozGWrqymY3AMn8dNaW0eO6asJhyajHLV4hqSCR1VVRC605M1NBZh2VXVjCQSpEydcTPlsBvCJK4m0EyTcCrKnJx8WiftWKmCrBA7+y2B5UalNr+IjjFrRK4q0KkO0ztuiTe3olKTXUDnpGVfklvC0S47XH/vSC8Vudn0jlv3XjLPS8+UArr7A+0sXlCJqZp4PCqHemyPG8CJsRHWV1QihMDrcbOt1Vmq6EBHnxRbF4DJVJLJZJK4rjMnL/+yWAnXG53gJ837M+2BeIQNxdV0TY7jVV1UZueytdf2OHdrE7ysYS7apAGKgnZK9YTukXHWzqtiIp5AMwzCKWe1haSuo5xjweCUqfPfRx+kPxEGYO9oK2sL51Lilwl+JZLZRoqti4RUSufprc2Obd2dI8wpK0DXDTweF119YYddUWF0wprCMD2KY4SsAF0D4/QMWwKnuigXl0vNTB/WzS1ie5cd01XtznNkia8syaI/nT5BCEAoqIqCYQoKfAGOjNjCT8fEWwhL8wpwu1WyQ16eGrGn0HVhUlMQojw/gIkgEHeumtJMk6JlLsZjGnFDQ/XmO+y5fj9NRR3owur7ypoF7GuxvQOLsosc8Wkr55XT2GlNLbpUhfe+TK5EnG3imsbLfnoPg1Fravm/X3YLf7V46QXu1UsnpqUQOIPglZRK36DlyVKSLsfnyINKS8cIgxPW6zCnuABFsaspNFSVsKfVfu/OCRY4nsofWns17rOYAk8YKY6N95AwNJomujNCCyBmJPlV53bet+DWs7lliURyHpBi6yLB63Xztjdt4rv3PJXZVl1VwKHD9oN4+fJqDqTbgYCHEz12bquB/glWrqlmb0cPAZ+HhZXFNDbbU39dw+NsWF7DpJHC5VbQvDhy+nYNhPnn26+lLD8bv8vN5w497ujfeCJJMBliMpUkkhAU5vmIaLY3LD/PzZ6xDjDBH3VTGshiIG6t3lWAnsQ4XdEwAEHVS1Ewi+GY9QW1oDKfxgm7M80TAxT4gowmLXttdh770lOcAC3BTmoKijFN8LvdHO9werr6BsfZUFaBgkpFYTZ1xU7xJpl5fnyoMSO0AD737FPcUDeHXJ+fuKGR5bk0V9DNyyvi3Us28I1DVtLgAk+Ag332wKN9LMza2koaR3vxuzysUEvZP2HHFLYOjXLNnBrikRQuVKKKM2artX2UT73pegpyQgTdHm6sdebaezF+1vYs3z5hpUnJcQfIdgeY1K0BmYrCKyrkNKLEEvsznfrh4szjfuGQYusi4g2vXUv/wDiGaeLzefjDHxsd9s7uEeo3VqKbAr/bRdMhZ2C4oZokQ5BEY1RPOEbQAmhVJ2kPW4HzC4oKHccuqSjh7nVrMlM9gYCLNz92X8ZeHyxid9iapkwZBoWuLPrSSw5DHg/HI/YXTsLUmZcbIuR143OpFPmyeXbAnlqJmSlWVucxJ1qAQOAt1GkJ232J6Ck2FJXTG58gaejowvmF5MZN/2TEissSsLq0lKMd9vXrc/MzpYkagZevXsSmpXVnfN0l558jgwOO9mQqySsfupfemCWa77nh9VxfdXZCYjb5TfNRRuNxTGHyNyvWOBZY3F7dwDNHOtENk6DiYY/uXLmrCJWUJkhpKcJ+5/S8S4G+46P0D1ufnfkLSx32tXOquGvVmnOacg2nYvykzS5DN6HHWZlfQ290HLfiYWPxPOqyXjyRsEQiOf9IsXUR4Xa7+Me/vznT9rhU/u/XuzLt0oZi9rbbD/Z1Syozni6vz8XxtOcI4MTIKOsXVHAg7d1qOCX31fHhEa5bWE8smcLv8fC3165zPOA3ldfxuvLldI9PYBomHWH73AA9ExNUZ+cSMzRUBRTF+aWS5VdoSfaBDuMiQK7Xz3g6HkUI6B2O0zZqCb/8sJ+sUh8R3VoOMCerkJ3DtjgzhEnI7SWqW9eoS1awR0/fiwLdRoQsnxcEhHweWjudRbX/+xdP8O5XbCSh6eRm+bl+zfwz/Qsk54n/t/la/tLeSlSzFnCsqilj15gdS/evOx/m0dJ3EvTMTGb///vjPh564jCJpMarbljG2+5YP+1jt3V38o+P/SnT9qgu3rHC9gh9Z+duRyqSdXWV7B6wxH2Oz8fhMftzdigxwOZ51Rw4aQ2M1hRVcHRKJYcTzQNce009ET2F3+vh/TdfdVZCqy82wbuevY+onsLvUjEUZ2xmIh7gSPc4oDE61ssHF2sE3J7Tn0xyxWAKFVPMcOqHGT7/pYYUWxcxd71tM4c6+kiYBm6PyqFup7egbWyMpcsrMQW4Q26e7ety2E035OT4SWo6hvl8n+57rt/AyqrTLys/NjTEAwebMu0VVWUMxuxpofklBewatq+3NqeccMr6MvW7XHTE7b5OGnGWFJRxfHgcr8tNjaeQXSfsL6SxaIKrvbWkfBoIBY/PpDViC6aRZJSPL7+JhbklBNxevvSQs+5jyjDwjZskkhphJUl9VRETUTvQuCg7yCe/a315Kgrc84k30zBH5t6aSSqyc7hr2Wp29/ZgCEFScdaX7Y9NMpSIUjsDYmt8Ms73/m8rsXSuqx/8ahtb1s+jpqLgjMcIIUgZBgld54s7nOXVvrjzWcpystBMg0gyye+OHnPYh8eiXBWqxDTBm+Xiqcl2h71hSSnfevMd+D1untp9gk9OEVuKAh9++TXMrT63moXfPPYMTeO28Lu6vIbDk1a8ZEDxcbDfTgHTFRnnawee5SOrNqOLJKriwqMGn3dOiURy/pFi6yKmfzzC9uggZnoucE19uSN9Q01pAfunBIavWlXB/i5rBO1RVXp6w4ynRUfz8QFWri6jsc8SOTcsnHNGoQXwzR07HO3G7j6uX1ZFUtFQEBwbHXbYm8dGaCgqJmXquBWVQc1pJ+lieNAADIzgBH63m4RurcwSCPomYpwIWwKrMicLr99FKp2DaEFOMW+btx6XYo2UPvXyG3j1d3+KZlqj+GWeAg4m019gAlJJDZeqWtOxbpXOXnsVpRDw+R8/xvvv2kJC08n2+1hdXXHG10FybozF4/z4QCORlCV4qguy8ahq5n/2+rnLqc0+f7F0Q5NRnmhqIa7pDLSOZYQWWNUYvv7bZ4kpBomUxh1XLeVVGxoydsM0ecWPf8KJEev9t7L2lHqGOdm85/EHM+11lZU09tiDhTJ3FvvbrM+lQLByZRmNaS9ylsfL+1ZtJM9vLQq5+apF/PHZo+w4ZHlub9m0+JyFVtLQ+X3HYce2Y2Nh5uVVowsDt/DQOzjhsKvqNu45+UkACn0LeHXNd1AV+TVwpWGgnFNqhrO9hsRGfsouYr71p20ZoQVwfGyEOcX5KCb4PG6OtvY79h/pmOCq0koUAT6vm63NHQ57aEJlkZZHSjcoTQZe8NpX19bypxMnMu2awmx2Tp7ATK/EWllQx44+O5nj8pJC9oXbM+31xVU0pttuXJzos0sNDcQibCyvZldnD15VpaG8mH1hO/6sZyLCLeXzcfkEAZeH19etyggtgHlFhXznjXdYNeE8Hn7yf05hGB6PU254mYgkEMIgUO1lbErBeLXAzZ0/uR8Ar8vF7979NuoLZRD9+eTexv0ZoQXQNTrJm9asoCg7gN/l4bVzz+/KxK//ZRu/2mMJj6DLTXleiNF0NQZ/wMOO9m4m45Z3rblnmKsW11KUEwLgwWNNGaEF0DYwSp7PTziZQCBweZxfGq36KPMLCnGhEHB7ONhqv3cVFIwBwT9u3EzA5WFRQRH5fvuzpigKn33vbQyNRfB7PRTlhc75nn0uN+9ceBX/c/TpzLaF+fk0htsy7fUVC9jWYwnBbA+UZ+8kmZ5pHEke50j41yzLf+M590EikUwPKbYuYk6d+gupHoYPjWAYluSZu66So532dF1NQS6NBy1PlwAWLy7lWJc1xeBSFPqGJhgYs1YI/m7rEW5dt5ANDbWnvfYbli3jwaZjHB4cwO9xU1rpoX9iSu6r8XaurpyDLnRUBU5EncLv8Ogg8/SFGKbApagcSDinQEXEIKtXQQhB3EziyrKXywPctWADV1XUnPG1uXqu3e+ytwR55+fvs+s8lhVz4KA9xZmt2Akh3W6VVsMe7acMg8/86XHufetfnfFakrPnhvp6vrFzRyZJQpbXyz+tvZaCwAuL/HOhfWSM3+w7kmnHDJ3CxcUUjmfjcikEc/08e9weeETiSb784NN4vG7imka/O+Y4XziRpCGvGEWDuK49L/VCvjtAa4edebShtJimfjtv3BtXLeNtq1adsb+5WQFys87P6/CuRZs4ON5CykzhVhQOjjtDCfqMbm5dmIfApDyQIGk6K0uEk+3npR+SSwsxC4WoL7KcohccKbYuYj722uvZ0dxJNGl5COaYIY4aYcBKpzDRHqYgN4CiKIT8Xppb7dgNBYiPJlhTU46Kgi/gYesxp6frnr/s4ftb9xBPaVy9sI73TMlHpSoKvlKDOBPEAbe72nFsWTCbQ5HWTO6rNQW17B62A6AXqDXsmDLVsr6qkp19lhB0KyojXdGMOOruGWf9hkq2j1n2a6pqX1BoncryeRV8+m9uZWQiht/r5re/3euw9/aFKVteSDSVQghB8pQ1yYWhc/cuSE7PirJy3r5yFb89dpSgx8OdK1fNiNACKw9btt9HOGbH6Skelf1jlscpLxYgy+8lkrA+Rz6vi2eOt2f2L8gLEsz1EHsumL+inP0DtrdqZCSO3+Umkc4Sn5vw001asCswriUoCQRxKyqFoSBvXLtsRu7zdPTGh2lJHMnk/lqRv5DdI7bgaijI58jESQCao/Cu+nXE9N0AqIqHVYV3zVpfJZIrGSm2LmJK87L48QffSCyp4fe6+ebXHnPYhQnRSBJNNxkTMeZWFtLaPeI4vvG5PF0K1M8toq3fGpErCrRNhunptL40Dnb2c+2iehqqrKXoOwbbeXagNXOuPUNd1OYU0BkdBQRVoRyGx+xC1o2jnWwqmYNLUfErHp486PRkNfUPscVVjTDBo7jYFXaOwMvjWex467sJuD0Ez2G11G2b7BicipxsPvb532ba9avL2dFnx7otKSpjOGp5M1yKwj9sueqsryd5cT553fV88rrrZ/w6+aEAH7v1Wv75N48AUBIKcWjK1F44Fmd1fQVj43E8LpWCghDbWuyBwWg4xob6WuLCElNJnKlG+iMRVteWMxKPkdR14lHNYfdoCrFjURIC4mqE9p4xFtQWz9TtOrin7c+OJKu9yQ7mBisxhYJPcXEy0ubY/0/92XxwwTvwqAFyvdVkeUpPPaXkCkCuRpx9pNi6yJlXbgfPfuh9N/PO99+Llq6zVjqvkL6WtIhQIKHpuFwqpmmSlxXgZIc9tYEAd9xkeVkxbkXFV+DnyR7b02UKwf88uY1QgZ+EpqNnO1ePGQIWFJr4gpOkTI2AxxlUXuTP4lsb34TPZQmlTyYf5yeHGjP2FZ5SGg/Zq7BWz6tgXzqNhaoovP/WqygLZZ/7CzWFzWvn8p63XsPYeAyf1839bc7M/Cc6B/nu3a8my+8jz++ntiDvvFxXcuFoKCuhLBAiqRv4UImrdjUFAJeh0NVjTaFFYyk8LhUtbfe4VZoGhhhKC/CqwhzcqoqeDuZfXl7G3n5brAezvKgjSiaesjweICysgYdhCr7ww0f53qfeNCvFzz2q8xHuV0Ic6I5kpuRvXljJ8Wh7xn5j2WbWFN2MRCKZXaTYuoSoqynkZTc00N45jGGajEXjDnsknsLrcxNLpBiPJyjPyyYSs0VToc/P4f3pqTyPi4q1ufSGLc+WQHAiMUb70TAAXo9K+Zwc+uKWfWlhLieidgmefu0EJf5SBhNWcsb3LNySEVoAH9l0NQcG+tFMg4DLQ+s+5+rE9r4x7r5+LQGfh+rCPOaUOpOsvlTe+poNmb+LdxfwiV8+kmm/ZfMqtsyfc16vJ7mwfOPR7ZmSOOOxBOvrK9l33BL3haEAR6YsJhkYnmTF0kpahkfxul1UVeaxvcde1ds9MsGmpTVEhZVDLmE66xm2TI5yfUUdkVgS3TAYa4867OPRBMIUMAsD+/fNfzW7RpqIpLPEuxMVGML2Kh/oNqgty8elKOR4gry+5tqZ75TkosdEwZzh1YIzff5LDSm2LiGOtwzwp8ftpd419UWOLPH1lQU0pgtXG6bAF7DFj8/rorPNnmLUNYOqSTeBggI8qkJucZAnR+yplZRm0uDLY3OViaoIhOJiX9juiyZSLC0M0RNPopk6WaekS8r2+njwjW/JtD8ae4iH9x/PtG9bs5APvfKal/JyTJs71jZwrGeQcDSOz+Pmb65fNyvXlcwOkUSSp5qd02V945PMLyxENwxCPi/HR4YcdlXAeLquaCjgRYHMZJxLVWiODtEXtRaTLMp3pmZYkV3KrqP2NPjS8iIYtgvIv+t1m3C7XcwGBd5svrPuQySMFD7Vw8eedYYauPDwk6s+hs8lH/USyYVEfgIvcgbCEdoHRomnNB79wyGHrbNtmA1b5hDTdAzTZGBk0mEfHI1QVpSTzjkkcJvOoXbA7+PISWt6JNDtoXBhgJH4c94yQXZxGz0pS7z51CA57mwmdGsUX+4rYX/Yjun65ok/sKloMXne0webf/S117GvtQfDEGQFvLzzpuln9H6pKIrCx++Y+dghyYUhy+/j7mvX8t0nplRb8IY41GXHba2eX8n+tKcrJ+TnSM+UeoY9o6xdWsGu3h68LhdL55eyY9T2dDWNDXN1dQ2TWhJVVXD3OEfsh8eG2XhzDVGhI4BVS6tm6E5PT0XA9gr/28abueXBH2Zy1H1wxdVSaEmehyHAmOHVgoasjehAfgovYoQQ/L97HmJ/qyWIlhY6R9illblsa+rIeLYaqkvoG7bTGsyvKqLxmP2lUV1TyuiYJZY8HhetU0rwxGMaC8wC1BzwuV0sqVUZSNmZspNmjCW5c9BMy5sW1wKcxD5+XIuxf6yF60uXn/ZeinJCPPbZd53T6yCRvBjvvmEDR5v60DQdt0tl3wlnvcLBkUlWlZZiGCbebA87Bpx2MyjQSk1SmERdzgB4RYH2+CjdUSsua01+JUxZ3zGvuognpqzE/Y9nnuJrt73iPN/h9KjPKeBV8xZwYnwY3TRZVHBuCVMlEsn5RYqti5itR9szQgvg8Mgwm1dUMzowgdvjwlcZRLRGMvajXYNsXFNHwtARQtDd6syp0zYwyryKQpJJHdzQrZ9SJDdXMOy3phrNuI9FOX4Spl3PMGpM0Bmz+pPlziXg8hI30vUKQyVcW3J+E1VKJNPl2Ml+DuyyF3ysWFGVyeoOUOYLcfiYvUBj1frKTLWFUMjLocRgZhrx0PAAq0rK2T+YrmdYXs6eKZ6uvYkerp5fx9hEHLdLRWQrMGU9ye+bm5lbnkcKg5Rh8A8rNpHl8c3AXT+fxuEefttuhxp8Ys/D/Oamt89KsL7k0kHMwmpEIVcjOpBi6yImoenP2xZLJOkeskbYi4r8DltJYTbb2jozyVDXVJUzPGYH7zaUFnN4nz0CX7S+mj1xK3DY5VZoyxuBdKqivliSNSwiSSMB1UO5v4pjEXs4H9HH2Vy8BiGC+FQPt5SvdmR5l0hmAyEEumHy7V866xm2nxhkaXUJClam9aNTVsICJPvifOy11+H3ehhV4/z7/qccdp/LRUkoRNLQOTXOVwEGElE6ItbncHWBc2Xu3JI8vnzI7o8uTD657saXdqPT5IfNuxztQ6N9fHr3oyR0g7ih8bFVW6jOzpuVvkgkEhspti5iblwxj2uX1vP0YSv4d3FhIScb7ViTYwd7aVhVTtdAGL/HTUlZDj3ttqdrb28vm1fXkNINUKFr96Dj/O0H+/nPT76SUMCL4TV518FfOuwBJcKa3HYA3EqcE0oIXdg5iF5bdTXL8xaf79s+LaYw6Yj2kjRT+F0+6kKVs3JdycWJaQre+cmfc7xtAMMULFngrGdYnBui5aDlmRLA4vnlHJuyIvH1N6/itdeutOxC8NRQB890twMQdLs5NjbMeNIaeezp7WVxWQnHxqzPz5qsag5Oifna29ZDQ20x/dEIPo8Lf44LpjiV723ay4ZKPy5XCkMY3FhyHW51Zh69b5y7kj902tP/dVkF/KS5MdOeTCW598bXoyhypZhEMptIsXURoygKn37zzZzsHcbv9XDscA/fmCK2FMA3KdD7EkSAqjJnfb/i3Cx29fRm8gltaihjfLvt2XrdHWu4ce2CTPv9+jV86dATAHgUwdzcw0TT2koX3azN38KOUctD0JCzgGW5i2bgrk/Ps8P7+FLzvQD4VC9fX/0vlPrPb7oIyaXDY9ubONZii6eevjBBv5dYOkt8YIqYUYCh4QnqqwrxuF0U5oV41Q12lndFUfjIhs3ongQoEBA+/tI2tdqCQmEixNJIGZpuElSfn3Q34dYYJgoaVLmcnq7FRQF+2nVPpp0yU7yq4raX+Aqcns1l9dy1YC17hrsJuDwIQ6UVO/nwU71t7B/uZXWxHKxcyZizUK5nps9/qSHF1kVOQXaQ9Qut0jVLa8t4cmszh5usWJS66kKaWmzx1bS7izmri2kdHMWlQGVhLkMT9jTijrF+btk4FxcKfr+HN71+g+Na71y4kXxvAJ/LTY43xpGJZxz2uUGNv5nzRXyqF4/qnrXRsW4a/LzjoUw7aab4Tssv+eSSv5uV60suDrbta2XngXYSSY3eKQtBAMITcRrqSxkajZBM6ZinLIXKyw5w73+/HVU9/Xv2d12H2J0unK6gMDevjJaw5Z7yqy7a2kYZTee16x4LU1uSR8dYGIDl9WXsHbfjw/Z191NVmEt3ZByvy82y8gg9U2K6ftv9e64p2kSeN+8lvBpn5pNr7KSlD7YdZdeAHW82N7eA5YXlpztMIpHMIFJsXUKoqsInPvQKjjT14vN5aG7pp/3+nfYOAkpibkYGhLXqqsr5xVKQE+ST//Jqgr7Tl8PxqC7eNHe13Xa9hv1jv063FDYV30WOJ+t839aLkjRTxAxnAle3Mjt5jCQXB4mkxue//QgjYWvwUFyQhdfjIqVZrteGuWUcO2F7ukIBHx63K1Nt4V1vvuaMQmsgPsnPWux6mgJBKAdeW9yA3+3BHVf4VaeddsU0oSIvm6x8H4Yw8YXcMCXrimaY5KSCqBNRNEAxnLGVxb5Csj3np1rCi3F73WL+0N5E43AvAZeHj67a8rzC2pIrD5nUdPaRYusSo6I0j4rSPACuWjOHp3acoKPbqndYXZnP4eN2bqHje3uoXJRDz6jlBXjnzRvOKLROx8biu/CqQdyqjxxPKUX+C5N1PeQOcHf96/jK8R8BlufhzbUXZmm9ZPZIajr9I5PEkxrb9rRkhBbA0GiEjSvqSCWtNA2pKaV5APqHJ/jMP9xGeUkufq+HubVnToGQ5w1QFcqlbXI0s+22ukW8Z/FmAOIpje1HOugesz5HbpdKc2yEwajVn0DYTUl2iMGY1V5WVMrhfjs+8k/7FTatymFSt45/XdUduGZpsKAoCt+7/rWzci2JRHJmpNi6hPF4XHzqH1/J3oMd+H0eWruH6fizHZmr6wZVWdnoSYOkZqCeZZI5rxpgY/Hbz3Ovz40txWvxu7y4FJVsd0gGyF8CCCH45f/tZGQkgq4b/O27ricQsEsNdHWO8JmP308yqZGTG+Qr37wTr89+JH3/dzu454/W6rrqwlxcLhUjLapcqkJryyAj6dW21ZX5qIpdr/CqVfXcdPX0Fm/4XG7+bc1tvPXJnwJQGsjmzvl2lYGA18NnXv0yvv/MHgIeN75sDw+0NmXscU1ndXYF9aF8TMHzPEfjcQOXWU/KGCJl6iSNsy+0LpGcT0xmIWZLerYcSLF1iTO/voT59SUAROMpntndwmA6k3xZRR572noySU+/8eBWrl8xj5K82Z8KfKkoisLGwhUXuhuSs2DP7ja++50nMm2/38u73m1n8v/R95+io92qmdnfN87Pf7KVu965BYDh8Si/eGxfZt+ukXHWLq7gxIkBvF4PcysLOXDITkXS1TPGutV1xJIaqqrw+pevOqu+biyp48BrPorf5T5tTqpNc2vZNLcWgLF4nKd/3MFoutqCqkDr6Bh9Eetzl+/3k+31MZmyArXW1uXQFD2aOdc3T/6W1QULCbn9SCSSKwMpti4jQgEvf/OWzfxu6xEUBVx+N63H7WCSSCLFnuNd3LZ+dtI1SK48IpMJxsMxkgmNe+952mH71S93UlyYhZ4yiMdSPPtUs8P+2ONHaOwZIJHUcfvdJE/JM6eoCvGUTjylMxFNOGyqqtDRO8pAukbhL363hw0r6s5qEUfI433xnYD8QIB/vvpavr5jBx7VRVlOFlu77VW+Y4kEm2trSAkdFIWSklHCU0IOR1LjHJ/sYlX+/Gn3TSI5n8ikprOPFFuXEUIIfrfnGHs6rJVRuVl+sgJeInFrOXx1cR43rVnwQqeQSM4ZQzf5+7u+T0+XFfu0dEO9w15XW8S3vvpIpr1sRTWHDtjeqZyaXPYctEXLqtVV7EtXUMj2ezlxwl55e7J7mJWLKzl0rAcBNCyq4OBxe0XgnkOd/GX7cW7ctPC83uNzDI9H6R2wYrDikRQBt5u4/pw4FLRHxuiatFIu1CYChMrdaMKyN+TUsTJv3oz0SyKRXJxIsXUZsbu5iz3H7WXe45EEVy+rJzvoI+Dz8LLV8/G45Co+yczwyEMHMkILoGl/J8UVuYTDMXw+D+jOIPbjTX00LKtCCHD7XOyZkjcLYKx3klW1FZimScDrZt8UYQYgAiruYh/JlE5KdZ5bUaC+embysE0kEnxvx55Me3Ayyur6Co6MDuJXPcwpyWfnoN3XjrE4b6pfTUGOic/l5dayDTKpqOSCYoqZz4NlykLUDqTYuoyoKs7D73WTSNnTL2+4dgVXL6t/gaPOH6YpONI1QELTCHg9LK0pm5XrSi4cj/2+kb/88QDJhIYn6Kz/p2sGXlVBT2joCY1QdYHDXlqRx5GjdhmdJRtrOXTSXk1bWJJN4xRv1bL55Rw5YdkDfg8neoaJJazViIfb+1k6r5Smk5b365ZrGphT7VyBOBFNMDIRI5HSqCsrIHAWK3OnMhqLE085i1V7ogqiQyeOTjjhxRVQMIT9bfO2uTeypKjknK4nkUgufaTYuoyoKMzhvbdv4sv3W7EyK+dWsHlp3axd/7FDJ/jwj6zkox6Xi/v/6a3MKS14kaMklyrRSILvfunPTIRjAASCXvIKQoRHrRWCi1dUc6TJFkttbUPk5AaYGLcCmNxep5e1/9gAc+YWoSoKPr+bQy19DvtkKsl73nQ1Pp+HWCrFt3+zzTYqCosWlvPJ978cn9dDfk7AcaxpCt7z5ftp7hoC4C0vW80/vmHLOd13XUE+77pqHd/cauW4C7jctHWPZOw9feOsX1PJ9tFuEPCqeQul0JJcVMg8W7OPFFuXGX99wypevWkJfp9nVqcMDdPkG3/anmlrhsFnfvkon3/by0noOl63i6q83Fnrj2RmiEwmONTYQSKh0XKkNyO0AOKxFIvW1BFP6ZimQD1FTEUjCebNLUXXDJJJDbfbac/OD9HaYa1OFMC8xWU0d9j5ql5z4wreeIuVdFcIwc4jHexvtjxjfq+bu+/YSGFe6LT9fmzf8YzQAvjF4/u5ee0C6soKSKQ08rKDuF3OgN79Y0cJaxPoQueGkqscubHes3k99YX5+D0ekgmNf/7Znx3HeocUSjt8JDSdmJlA3CTk1KFEcgUjxdZlhktVyQ7OzpLylK7z7p89wHAkRko3SCWcUytxDG742g8AyPJ5eeh9b6c0+9JLOyGx+ckPnuK391kenexsP1k5fiIT1spAr9/DiZZBxtMCLC8/SDDoJRazFmgsbqik6bA9bTjcF8bv95BIv2+8xUGYtFYTKsDEcJTi/Czcqkpejp/X3LA8c6yiKPzz3Tfxq0cb8fvcLK4ve57QeuzZJh587ACJpE6g8FRPl8lnf/AIbb2WR+p9f3U1d71ifcbeEe3hP459E4E1FZg0Uryy4oaM3ed2c/tSe1XvvpM9/GqnlWXe41LpHAiTSK+m3HOym9/vPsrt65dM/4WWSGYQWRtx9pFiS3LO3LfnENtb7UDgZSUlDKdrMQpgglTGFkmm+I8/PcGXX/cKEul4l6yAM8ZHcnEz2D/OH35tB4ZPTiZYtqya8FgEj8dNXnE2e/e0Z+zhsRhrN84lmdIBgXFKgPzoSJSGZVWMjURIaXp6PxuPS2VwaAIh+P/svXdgG+l57f2bgk4C7CQAdlJs6l3bd22vu9dxS9xLEie5SZzESW6SL8UpTvNNfOM4sX3j3u24xHbcvd5db1cXRYoiKfZewAKiA9O+PwbCYCitvbvWKltw/pEGLwaceWeA98zznOc8RFZiTM6t09NeXxhvCVbxh299HldDNqvwb5/9CWsbCQDkKYlQm5/FdbOCcGdLg62R9ce/9SgvONxFY10FhmHwpdlvF4gWwJdmv02t3IKii6i6zm3Bdluk6ldvO8zc9AaGYeByyTw8YVVVApydXCyRrRJKeA6jRLZKeEI4PTXP+Oo6GUXlP88N2saG1lbZtzNEWlUxDJ2FrbhtfGFli8O/868A1Pi9/NdfvO26ReFKeHKYmV/n3X/zNbJZFa9TQpJElHw/QgDDIzM9bhKaWlXD6ZTJ5UmTLItMTqyysW6O1zcEkB0San7/rp4gFwet6tkGn9PmEh+o9DKfJ0e6YfC+j/6Ij/3dm65I910NPzkxViBakO+mUOOnIuhDMwy8qv2nL6OovOu+7zAaWyetKrz6sF087zACvPmerxRE7x+48ZXc1WqRp28+MEj/RetcdvU1cGHOFOvLksg77zxCCSU8XWBch8iWUYps2VAiWyU8bkRTGX7zc98ikTUjVntbgrbxfU0hzsxbguiDTSHOzua3DTC2rEV6LZbig996mD97w/Of+gMv4UnjY196mNW8UegWcHBfI8PHpwCTDI1csqJDkbU4e3eHmZtcw+GQCDVXc/7sTGF8ZXmLg0fayGZVRCg0kb6MpekN9j5/B/F0FkXR2NhK2caT6RwYj6+e/ObDndRVlxe6KUiyyKVUlJWYScB8eRH9ZswU63fsqePEhnUu9w0Z7OrxktTMY8imm9EMa/y9Z+9mp7ceNIF4MsuX7rbc7gESa2nefNt+3E4HnQ3VhKtLesUSSnguo0S2SnhcUFWNjz9wskC0APpnljjS2UhaUZBEkZVEwrbP2dlFjrQ0omg6om4wPrRqG59YWrsux17Ck0MqneOR0xO21+bjScK9QVRVw+NxsjUZ2baXQDRfbejyOhFFAT1vuCOKArPT60RWzWhVS2s1gmDxp/ZdQc5ctNLSHa21tk/+1V+88QpR/WPB53Hyu++4g4999WFkSaIs5OX+BeuzkzmFfZ0NtGR0DMMgHQIsizA2UirZ9f2sJONkVY1ghf3zXVmZX/zbL6DpOhgGfQ21XJq15uLFR3r4X6+66XEd6xOBkZ+skti+hBKeWSiRrWcBzB/gDBgZBLHymn72//nCvXz9/gE0TWfXPnvzZ5/TwchqhFgm3wOuOcx8NFYY39cU5OS0lVq5YUeY/iJfpd98xbVfjEqAz997li//5ByZnMpLj/Ty+6++9Ul9jtfj5E2vOsKnvmJVmQbLy2ypv727GxnIm42WlbkYH7WiP/OzGwWXeKdTors3ZHOMn5le58DhNpKpHKIkki4TwXJQYGI6wm+99TaqAl7cbge3HX5i7W2mVjaZWDEbs/sTbsqrncQz5sOCCMwvbbGUT1MGNj34OhwkFVNP2FNTw/Fl614VRXBLMhnNTJG2b1YzoOfPVRDYVLK4nTKSIBIoc/HmFx18Qsf6s/Dbj3yd+5fGSWsKf7r3Tn65++g1/fwSnlsoCeSvP0pk6xkOw0hjRO4EPR81qvw4guvJLa7bMR+JFogWwIXzC3TuqmY8YoYAepvqODVnLUhn5hbYHaojlVORRYFIXix/GaciCxzd04hmGLidDva1h67JcZZgYSuZ4T++d5xE2iTAX7j3LC862MXOlidnMPuW1xzlwvACuZyGLAgMnZqxjS+uxWi+vRlV1ykzZMbvndz2CeYPbi7fD9E2IgrMr8ZYWjbb2nTutKel9/SEeeMrDj2pKM5WIs0XvmuJ+WOxDH1tIWaFLZySTGOFn9NFGqutjTQ39DSRcmlmitOlQ5HkcDmZ5HZfG9FUBlXTSWzazyWnqIhJnZyisLGVY2k1RnnrtdEjnl2b4wfzw4XtDwz9hBc39hDyPXZqcj27RUJNo+gqHWXhUiSshBL+h1EiW890JD9vES3AiP0VVH8HQfRe9e2GYTB0aYl0JofTKbO3t9E2Prm6wVdODpBRVHLRXIFomTtDndNLzJMlq6oI2+QzTlFifivOZspMIx1uCrNQFOnaFWrg0Vlrgfvso2f55ZsPPbnzLuGquH9wokC0wBSWf/Q7x4knsmRyCi871seb7jzwuD/v0sQKZ4t0V/t2hxk8b13DQHclZ6ct89EbDjYxcsaMXnm8TqYmivoZjq3QtyvMxbz9Q8+eRi4MWxq/8aEl9t/QQjSeRpIl3vHaY0+IJETW4/zxP36TdCZnCvFVuybME4PcebNGdr1BxemQyF1+jwDzkTizG1EAQvV+HAERRTfv/25vDceLWmG1+yuQRAEtnyLtKKtgUDHPS9MN3vfxu/no37wBSXxyzXgvbs1w/+oAWU1hMmq3VEmpCh+49J9ElFWymsI7O+7ijjorkraRjfH2E39PRjcJ4V/ufAc31+6hhBIuoxTZuv54XGRLEIQg8LvAUeAQUAbcYRjGT7a9LwD8PfBqoBIYBd5nGMYXH8ffOAT8GXAAqMPU4/YDf2MYxiM/ZdfnHNKpr5LLPophpCnTI9h+zrUVMLaAq5Oth09P8if/+A3A1NB87H1vpruonP7//uBB7hs2oxOyINBWV8H8ahSAqkovp+cXUfIE7PzEEuE6PwtbJqHa3dTAqVkr0tW/sERrVSXJbBaHJLERT9uO5d/veQSvx0lGURFFgbcc3ld6Av858eKD3XzqR6eYzqfPPE6ZgbElYinTC2tq6SFu3dtOU13FT/0cwzBQVZ2Pf/ZB2+ujs2v0dNaDYeDwODg+a+9nOOvI0nV7OzoGXiQGfjJuG5edEhU1ZVfYPIBpF7K+mWJuyTz2ex4e5ci+x99q6jNfO86lSYvc7d7TyLkxk8x5nDLTE5amKrIcY9+xZs7MLeFxOujsrOX4knXvLq7EuKWhlYSSRUKArMgMW4XxyViUF7Y1k47nUFWN9TW7XnEpEiOX0/C4nzjZ0g2dfxn9L8bi5vF4RA8VzgqiOfP701MZ4HzsYuH9Hxn/Bgcre/A7TJ+xL87eXSBaAB8a+y/2VLTjEEUUXcHvKIn1SyjheuPxRra6gT8GxoEB4MbtbxAEQQbuBvYC/55/74uALwiCIBuG8dmf8Tc68sfzMWAJqADeBDwgCMJLDMO4+3Ee67MamhYhFv0TDMP84TWkNgLIQH7x8r4BQQpedV9dN/jYlx6ybb/v//2Qv/yju8iqKnMb0QLRAlANA1+9h301PhAEHGUyCxNWlEPVdFoDFXgkGUXTYFukywBSqSzrCbOi60BziPlNa8HqaKjhL793T2Hb73LxC3v7nsy0POeQzalkswqGAYGi1jROh8zvv/pWPnr3SURRoFx28uj56cJ4TtX4yBceQE4bZLMKd97Rxwtut+Zc1w1+97c+y+joIrpm0H24xfZ36yp8jA9YEZ6dL2pnYM4iOMEKP2cvp+cMg/07Q4wNmYTH5ZKZmlojlq8AHBqcZ0dPkLF8P8PePY0MzFjk7bv3XOCOG7tpa64mk1UJ1vpxOuw/WT85MUZkPU46o/CD+y/axhZmNvind78Sj9t0ef/z937DNr6jopL/96e/BMDg/DKv/8iXrGJHA9anEkyvmsSvY1tT605vBaeKPMW6WuzteN7+qqN43E+u9+IjaxcLRAsgrae5tTGMSxSRRQMFgXPW14gtJcE/D3+djVyKrK7gEO2RsJye4S8uvJusbhLuP+z+CzrLup7UsZXw7ECpXc/1x+MlW2eAGsMw1gVB+AXgG1d5z2uAw8DbiojVRwRB+BrwT4IgfNkwjNxV9gPAMIz/BP6z+DVBED4CTGJG1Z6zZCuRzTEbjZJWFMKuj4NhRYiy2hSq5yXIRgYwwPUS276KpvHrn/4GK1sJsopKIG03lsx5BF78r58CwCmJNATKWN6yntJFQ+D0tLlYup0ytZU+InFTi1Xh83BmbpGsahK9tUSKap+X9aRJrvYHg5ydtBaNsZU1Kr0etjJp3LLMlmKluwD+4Uc/oVJ1kMtqyLLIHUdKC8LVMD61yq/8zmcAcLscfObD76ChzopWPDo5x7lFM7XndTio8nvZiJnXxCVJDJ2cKVQMXhhe4MDeFqoqzajIg/ePMFxUxLA4ukJ5mYt4wrxWZbr9BzR2doWW3gokQcDjdDA0aqUFEQQ2nRq79zebx+p2cPKkReYFwFvmorGjBlXRcXjtP0cG8K9f/AlTi6ZG8G13HeF//dIthfGx6VX+7J//u7C9vzdM/5BFBN/0qiPccrCjsP2LrzzEl75xypwHp8zbXm89M+5ubOCNx/bxhUf7AdgXbuDCpEX8JubWuXFnIxuJNA5BpCImFWv5uTSzyrEDbWSyCgZw66FOniy6y5vwSi5S2uXvh0GlZ5rV7Bzo4JWqcYoucrpJqupcNdy3OlQwYQ26AzgEGcUwv5cHqyqZTVvX9Aszn+TPev8WWZQxjFIboRJKuB54XGTLMIz4z34XN2H+Pn5l2+tfxiRidwA/fCIHZxhGShCECGaU6zmL995zH1+/YD6139Xl5I8OC1wOI4lCAFk5C0ZejJ74JwznFxEEM33xX6eHOD5hVYBVt9RAvvTeAKKVeqECLKfpVJR72Eik8DgcBMvLGZy09DiZnEp3oI5wjR9RFHC7HDxUFOlK5RQOhEPEXFlUTQPVHupKKQq1PhdqFuKaSqvb7iDfKvv5k/dbi+f7//eruHF/+5OfuGcpPvF5KzqZySp84CM/5h/e82oEQWApGufLj54vjKcUhZ5wNVUVZu+/WsPJuZmpwngikeXb3z/P295oEo8Tx+1pv1gsQ09zmIgaI5NRMHT7NfV4XUxPbGAY5v3U3lnL+Jxl6VHndDNwWVQvQEtrLTPT5rjslJhe3GAz395naXWL5rYqZhfNaFJvdwMXZq2o2ee/e5oX3thLR1MNAB/78sO2Yxm8tMTOnhCGbuBwSNx1517b+NvfcCPhYCVul0xDfYCaKnvrqP/9klv4jTuO4nbInBqf43cmrXsRA5JzaeYXzC/L7uZ6276hugDHL0wXImMf+sqDvPc3X8aTQa07wK+2v4QPj/83bklmd6CC1WzRNdXWOVR5mLUsiIKIYTiZwtJGLmW2eEFDG1k9hWHo5IxN2+evZjZ52T0fZDOXRjd0/vO2X6ejvNQo+7mEkqnp9ce1FMi7MHNZ26NXl50JD/A4yJYgCOX5z6oG3gbsAv7mMd5bwZVErPHKdz5zMbG+wTeGrEqk/77k5vV9L6et/FFEwUWZowuUU9YOylm0xIcwxHIMI83XT9u1Wxdiaxy8o5FkTkHDIJKxG0fqqo6e0EmSZSVjEPC62crrfQBUh8HZBZOABTxu/G5Xwfqh3OWif3KRVL4dT6XPQ5nLWWSCGuJ0XtMlAMubcbwOBylFMc2Wluzpj3/61D281+8hp6jIksSeHc/N6kXDMPi37z7M4kaMdE5lamTRNj6/tImuG0iSgFOWcDtkS/gNSA6JkTUzSlPtdtv6FTpkiRe/YFfhvW97x608cP8ImbR5Lbp7gowUidg3PU6bS7ynyY8xaUbJBCAdy+H3upAlkXK3i0v9VqQJw7Rc2LWzEUEEd7mbR/unrWHdoNbvo8zjQtV0PD6n7Tw1TSeetO7FUFE0D6C2qoyh8WX0POP5wQMXedULLcLlcTu568V2AlYMpyxTXWb+JN6+s4MX7evih/2XANgdqmfkkkX8BmeW2d8VZGU9jsMhUxXwsrBuEZ4fHR/lzS89THfrkyMxIR90BszvmSRlkAwJzTCvqWHAQlphLG5e05CnBlEQ0Q0zah32+BmODaFjbrd4axEQCpEvWd/LYto6l785/20+ddM7EIUnJ+YvoYQSfjauJdkaBRzAEeB40euX4/6Pd6X8FGYkDEzi9v8wRfdXw+8Bf/mEjvIZhtVEsrB4XEZAkqkWMpjeWnayZOAhm/xYXiQP7zj0av5gobkwvq85yJmi6rHdLQ1sJNOXd0bKWk8j8XSOvS1BBvLRrVCtv5CeAthKZzjYGiKpKsiSSEBy8+iIFenaTKa5uaeVVDaHrhumrqsI68kUnXXVrMaTZBXlijYsPp+LX37vlwAQBPjEn7+BXR1X16M9m/Ho6Cyf+LFFqA/11LN10koL/fKbbkbKz111mZc/fPmtvOerZta9wuthaMZaWNczGY7tDRIdj+JwSNxwtIP6On9hvL4hwBvefCOnz05jAPo2l/dIJMa+nWFimylyOZVkxv5sZRgG6VgWTTeIi2la6/wsLliRlfJyD4P9Zt9A2SHR0FLB8opJUiRZZG4lSiTfZsexIFFXV87qhhlYP7anlX091rPUO19/k6nZyr+/stLH4ppFeD7yxQe5/dgOKv1XLxb5WXjP617Arz7/CG6nzKmLc/xDEdlCEEiis5hOQRqqq+1Rssa6AB2N1TwZqLrKtxe/Xthey0XoKetiIjkCQKWzi4ciVopzMb3GvkA3kXQaUZBoKVMZS1pygZlUhL2BI6Q0Bd0QGFyzX7PhrSXiSoaA88nNUwnPPOg89dWC+s9+y3MK15JsfRF4D/BpQRB+G1Mg/0LgN/PjnsfacRv+GvgPzAjVWzCjXA4ge5X3fgD49LbXGoEHr3jnMxQ3tDTxyr4evnXR/KE9HNTp9N1nvUEdAsc+UPoBF6rcB4pVvHlr83/x8j1/w+yGE0kUiCYyts8fmFnm2I5GMooGhsH09LptfCubxVntJKuoJGUNNzJpxaok0xxwYdWs8gp6y3A5ZLL5cZ/TwfnpxYKRZLCqHIckFqoZ9zUGOTdvkbe1ShV5XkTVdAxAEy2SaRjw95++m/f/7i+gKBqiKNBYX/FkpvQZh0/cfdK2fXptmTuOtqIoGoIocPiAvWLvcFsjbeUBsoqGx+FgaZtU0pE1iMxHATihGLzzbbfidJo/BYqi8b0fX2BxyRwPByts/Qp3dNQzWGQFEXLLiIJQeCCorvKxnCc8mm5AnQsWAMOgosrH2Ih1vVVFo9LppLyzHkkSKQu4OTFgfbaS02itqyBU40c3DG45YOmvAHxeF+Eb6lmbM8iqKtvXDn+5mzLvk292Xu5x0R02Xeybb63gRydHOZO3f+hurmW0yDH+7OQCXeFqZpc3cbsc/Pprb3rcbvfbsZaLsJHb9j1URDZyYXK6gqY7r9hnYUtgIE9KDS1g/mLmUeGo4OG1adR8ZKzF18ZskQXem9uPlYhWCSU8xbhmZMswjGVBEO4CPoclZo8B7wI+AyQea99tnzMIDAIIgvB54DQmoXrtVd4bBaLFrz0bxZ5//vzbeX5nBx6HTG9gAEHdXjZ/+Zc1i4B9LK2U8chEio2kKTI+0Bxies2KNOxtaeDEpJXqOdwcon/MShs5vBLJLXOxXosnOdAeLqQCgxVltkjXUirBDe1hVtcTyJJEfXkZx8dnrfGNODf3tJDOqQhAUrOnDWeSMfYfbWArlSGnqmSi9nPRVZ1fePfHzeOSJb7w92+hJVj1M2bvmY8X7u/i9IR1jXpqazgxZM3rJ77+CL/31jsK2//x/ePMRaxytQM7wpzJFyoEHE6m+q3rOz+/wRe+8Aiv/6VjpDM57ntgpEC0ABaWohw62EImrSBIAsTtxG1xIsKBF/WQzOZQNc3W/BkgnsrhdTpIp3Jk4ll85R4yGeu6u8pdXBwxj83rcVAZ8LKZ74koigJzkSjL+d6MM4sbPO9oVyFSdXxilp+MWvqzUdcWZV4XiZT5XParr7sRxxMgPOlMjh/fe5FMVqWq0sfzb+8tjAmCwCtv3EkmnUPVdCq2N1AXBP7X62/m1r0d/LxocAe5ve5O7lv9kfmCIbCQzpJQzXlZyCywt6Kb89FpAMLOJk4sWVG3U6tbvLqzm011BUmQ8Um1TBvWPM1kpnhpUy8aWUR0XtOy7+c+5hKeWSj5bF1/XFNTU8MwHhAEoR3YDfiA81jpw7En8XmKIAjfAv5cEASPYRSV4T2HUOnx8NIeszLPMNowNr8NuXzwTqjJR7VMSEo/mrwTXR0C4KvDb2ejSOdydmaR/c1BktkcsiiylbYHDE8vLHJDTxNq3syxv4hMAaylktS2lJPTNRwOJ8JqytYcWBNgOmEu9Jqo26IebofM0PQK0bwGrK2hCkvqD/tDQQamrL/nr6mConaKsmQtnIqq8Y+f+jH/9sevIa2p6IZBwHVtHLufbnjdjXu4u/8SsytRHLKI027Mz1d/cI43vOwg9dV+0lmFH527ZBufW43S1VyLpuuUqRKL2Xnb+MD5WT7/GVN039JWY+tXKAgwvxy1XN63WSA09zVwqoj4dbXVsbJm1dM0ebwMp8woTTaj0tJWzsa6Sci8ZS5GZ6zoUCqt0Ntai8/rxCFLVNb4ODliFXfEEhk+8pmf0OgvJ5tRGZCitmPZyGa4uS/M+mYSRdUIVD2xaM1//fdZPvapBwrnHQ5W0NNtpq1VTedT3z3BzLL5oCKKAk31FczlPej2doa4Zc+1K+Z4Zei1lEllOEQnii7x0cnv2MY1XaNKCqEYGhJlbH+WTWkGC2nzRukqsz+QVDvLWFbOoearFb+7/B1+rf3t1+zYSyihhCtxzR3kDcPQMM1IARAE4QX5/977JD/Sg6m9LQeeE2TLMAzOLCySzOVwSBI3tliaK0EQIPBeyPwYBA+GvgqJf7WNu9wvBe+nEAQPLs8oYFWvyZLIwvoWa3HzKflgZ5jpdSvStSvcYKtePNgR5vSMpQ9yVTsZjZhP0askOdbUyKn8eJ3Px/lZiyxNbUY50h5mbGENlyzTXlvJyaIIzdTyBrfsbCGlKIgIJLa1cxld3+DY/kaSWQVN09lYsOvTlpUEnR//FwDKnS7u+cV3UOeza2euJ2ZWNolnsoiCQN+2arWfBwYG8dUUG4smiWlqs/eo7O1ooK6qHACPy8Gb7zjAJ++2NF6hhgBnp61o1m2Hm7h4wiRIXq+TiTErKjIztcbuAy0MDM2bDZb7wnaX97l1Dh9pJxFNIckS2WonxCyd1KWpVW7a0UQuZer0FifszcZXV7aoDVeQy6lIDgkFuybM6ZBYyGu8tmIpvG4HqXwkTMDg4vEZ7smPV4T9uNrlgvVId2UVZ4et++ufPncvX3zvW3A7f7rflapqbESTfOmrJwqvGQb8y4fu5m1vupFsVmV2I1ogWmD6kXWHa3jbiw/hcsjsbg9e06i6W/LwstCrCtsXY4s8tHY2f3ACC0mVuZQZrV40ouytauf8hqnj2lUdYDJlPduOxqfo9DUxlVzBKTro9gcYT1qar/sjD3Nn/R20+eyeaiU8e1GKbF1/PKXtegRBqMU0Q/2hYRjDRa/XADXArGGYCm9BEGoNw4hs298PvA6YMwxjlecIHp6Z5e1ftQSyX37DL3Go0VpgBSkEvreaG4aGkb0PlAFzW6xB8P1yoV3PW286yHfOjzKyZE7t/qYgZyYs8nRucoHexloS2Rxuh0wyaY909U8v8vob9uJxyricMh8YOG4bX8kk6AnWkNM0/LKL9XV72EVSIBXNkiJL3G2PNDglkZH5SMH0tC9kr9zaG27gdNGx7g7Xs75lfb7e7eCyqXc8l+WvH7mXD91511Vm9OeHYRi888vfZCyyTlpR+LfXvJyjrU2F8eG5Fd7wPrNRgiDAp979S9es9+PdJ0eZWLA0PP0zi4TrAqxtJnA5HfzGL91sW+jf+eKjLG6YBMjjcvDNc3azzzEpQd/eRnTdwO2QOX9qyjYuajo+USSbVVEzdjKEYRBZjbEwZy70Ow422Ybb6io496BlH9G3M8xW1CLJ4dZqBi9YhKhvfxMDl0yC7nE7mCiKdG1upti5p5GJxTVckkRbVQVDx6cL49GFGLfs7CCtaUg6aJqE9ZhgRvTOjy1ydOfVScT6RoI3/9rHSaVzSJJAfbWfRMK6/10umT/9q/8CTDF//Q4/K5tW1O5XXn6Mrubaq372tcbbWl/FTDyDYQi4RBcPRqw5FgQoc6scCVahGTpBr4NLRV9DQQBV87GRMbVeGb+dfPrlchrc1+7hoIQSSrgSj5tsCYLw5/n/XhYyvEUQhJuBqGEY/55/z0OYYZRxoAH4dcxq71/f9nG/jVlFeAfwk/xr/ykIQgZ4BFgGmoB3YAreX/+EzuoZDMMweP+DD9le+7Mf3c2HX3kXGUXFIYl01dYUxgRBAv/fY2S+jSB4wbHP1hdRlkReuKMDNa6iqBrSNlNKEZEPvOHlNFVXAPC+//4J0xHrCf5YRzN/8crnFbbXhDSfO295/lQ43Zxfsp6Sj7SGC1GUao+boSJjyEvzEfbvCHJuZglJgN2tQU5PW2Tq4uIqx9qbSGZySKJANmnXbA0sr3DsxmYymoomGAyk7VGTwcgKBz/5IVKqQsDl5kevfwd+15MXSBfjRyPjPDAxXdh+z/fu4du/9macsvkV+vdvW0UJhgHv/dKP+fKfvAmH9ORE0sUYX7Cfp6ob/PXvvoxd7VevzPQ4Hfzj219a2NYkg2+cHCpsd1DOhWGLluze1cjFPAFyuWSmp9ZI560fxoYX6d3TyHCeEO3aEWT0nLXvpTNz7L25jfVoAockEVAlimr2uHhhnv03daCoZlp6/JK9vc/cZISO1loURcPhlGzRIwBnSkMfj5MGNoIGsiyiqladU3Q0ynye+DW0Vdv6Ffa01HG4t5nHwme//CiptBlN1TQDt8ciIS6XzPSMNe+qolGHC2dIxiFL7Gytv25EC+DepUs8sHx57gx2VTYUrB8MIK6lmU6axzuWMDhcE2QubV6zOmcD56MWwb1/eYWbGhpYzpr73xV6KR7p2ZmCL+ExYAhPvQ9WKbJlwxOJbL132/Yv5/+dwWzPA6bT/C8CYWAT+C7wF4ZhLPKz8XngrcDvYPZVjGJaSLzFMIz7n8BxPqOhGVdaJMiIvPhjpmO4LIp86x1vshMuRxeC4w+u+nmbiTSfue8Mqay5eK7FEzRUWC7xrzm6q0C0AN71ohv58eA4m8k0bofMu15s78z0hzfdzGYmg0MU8coOvnRuwDa+nk1xsDaIpun4HA5OL9n1Qa6ciDcuouk6esp+npIoML20wWrMfCzf12wnE32t9Tw8W0wSghzPWZ9f6fQwGzVDXWk1wf85/gB/e9udV52XJ4pvDg7btqfWN3n3p7/DZjxFKqugZe2FzoZhIF6jtNIvv+wo3z8+wkq+2uyOA52PSbSuht9/2S2Mzq6iawYeUeLSAwu28dV4il1HWzEAtyxx5uEJ27gHgXDAh5LTcGz7ARWA7HycjRkz8la7xx7pCrVUc2rA0nTt7Q0XrB8AmnfUc77IsX7v3ib68+1+nA6J+TEr0rW8tMXuvU0MDMwhCNDTF2a4KMW5PLXO0ds72MplkUSRN7z4IKJ49WtgGAanztkjepFIjEafl1Qqh6CA7rFbkTgqnEyumgRmMZXgt2JJqv2+q37+tYBhGCi6TiyX4T/Gin8CBaIZlR5/GFkQ8Upujm+M28Zdopcba4IY6CRzVQwVabp04Jbql/G8hp04RScu8crqxhJKKOHa4nGTLeNx0GDDMH4Xs7XOz3rfXwF/te21TwKffLzH82yFLIr83Yvu5LWf/5IpHDdAKJp6Vdf58x/8mC+/+Zce12L+g3OjBaIFkFN0XrRzB0e7W3A7ZXpC9qdzr8vJj/70Vx5Tf1LucvHBl1rO2FupDN8btQTZNbrHJnLf01LPhbzPU8DjZmRyBS0vvh8aWWbnzjqGlswM8b7GIOcmrMWzf2aJ/W0hYqkMsiySEeyRrvMXFrj5WAuKriEA51btYv5HFmavWTuS37z5CPeNTRbE/ntq6nlwyFqsO+qqbMLy337FTUjitTGJ9Lqd/NNvvYJLsxHcTpn9XU/Mt3ctmmRydNU8NsPgQGcdl0asCFN9KMC5on6GvV0NhQiUwyExO7NOdNMkwBtrcdo76piaMK9ZT1+IkWFr3i8MzNHaXsvK6hZOpwNvtReKzD4HRxbYfbAFTdcRRZHhieI4GExNRejrCaNpGk5JYuzkjG3c0A0csoSqaGS2afwMYDOSYGrOJH7fNmSef7T7qtdfEATe9c7n8yd/baXrdwSruXC2SOzfUlVwt3e4ZMZSVoVnPJ3l/d94gL9/m7091rVCNJPm9s99kq1sBgGD3b0e1osIU52nnIEtc25EQaDJW81c6nKq2aDcucZUynwwEZki5OliMR0FoM1XyysajyCVTExLKOG64SnVbJXw5LC7oYGbWlqIJFOomkY0bffG0vTH3+LzZQd7+PjdJ1jL98Yrczv5tTuPEfA9dtrgiZCTv3jeHUxtbCIi4BMdDA7Yg5ipnMKh5jCGYeB1Onj0grV4CoBfclJX5iOnaIjbzkoUYTkRZymvkzmwwy4M726t4+E5a3E8Eg5zoiiS9ruHb7xmouXdoQbecfgA52YXkQQBLWaPyo2vbnBkTzPJnGno2d10bVNMfa0N9LU2PKl9/983H7YKRgWBOSNFbU0ZoiTi8Ti5OFZEUgWBJBp7djchCPl+hscnbOPlFR7aehpQVR33Npd3A1DLHWxtAoZCo8euD6qrD3D+0iJ6PtW3d2cj54s0XK3tdfQXidwP7msqECDZIbK4sImaN1qdnoywa28TF/L7d+0MMTRnSTvPDs7yo/sv8qLbd151Xm440sGLbutjdWUL3TBYGLena2enIjTuayCraAiSwIJi1yNuN+G9lviPs6fYyprfewOB1LoL0SOgYyCLIkuZjcJ7dcPAKUh0+QM4JYmQx8ly9ow1jsrBGoOjQgBR0NkT6CkRrec4So2orz9KZOtpiO+PXOKhaYtE7KyrYyVhPdW++9abHjeJ8Hvd/MUvvoCvPDSAxyVza1/7TyVaTxRz0S1GlvKLlAF7w7WMzlupnwrZzblLC4XxHeFqxvNib5/XyeDKKsl8O58z0wt01FcxsWIuJPtaQ5ydssjbufEFdjTWsJlM4ZJlMmW6mazO48zSIjcEm9AMA5ck85L2a9fIWtE07h0YZ27DjG701dvJVE9TLY9OWdfsb799Hx9+6yufFr5vsW1FDw5RYm0zjq6bDVxa22uYnrME+DVlHgZPm6RYEKCpuZq5WXNckgTmFjdZXzPvx7k5gVC4suASv2NXkIuzFmkZvLREQ32A5ZWtgrFpscv78NgSXT0NGJgO8sMTdk3X1EaMviOtgFlQ0f/opG1c0KG2ptysbpSunOu66vLHnJfZuXXuvXuoQPx294bY3LAIVfOhRk4Xd1vYHeb0nHk/ypLIr7/k2GN+9pPBF8+dZ3B5lYyqMBSz1wMtRVPsDLtJqGl0Q0XQ7WSpwScQUcbJAUtZJ9WuAFvK5UicgVfeYCkzDcDD66PcVHsMv6Pymh5/CSWU8Ngoka2nIT57tt+2fWF1hWNdjaTyLtnddTVX3/ExcPuuDm7f9fObLW6HYRi8//6iZsACrEkZghXlyJKI3+1i8NKSbVwQrAiVs9zB/ZPT1ucBNRU+DBFymlZoQVM8ns4pBduKPS32ar/OiiqOz1tRkc8N9PMr+w9ek3P9xpmhAtECuLgS4YbuRmKprOmwLtlbKt0/OsX/+e4DZBWVrKLyv192KxW+x9tE4driT9/yAt7w159DyfdLDMlehnWTHAmAklGRJRFZFgmUuRm/YBFcwwBZFuntCSFKIt5yFydPWoRH1w2qmyooD/nRNB1PmQuKKidVTafC72ZzPUEup14RDQpU+BheWSuI2vd1BG1WEy3hKs4PWjq9PbvCDF8wybsoCiytbrEWMSOf0fML9B5oLBC2w3tb2L/7pwjkP/twgWgBDF5c4MCxNnOeBIHhokIRgLGxFXbtakDVDbwuB7WBa6fXmt6M8jf3/KTgb9dVb/czu7GnnJGMpW1r8zpZzge8ZUFAE6w5y+o5fFITOc1AFhzUuytYylwojGf0NHevfJ3XNP7qNTv+Ep5ZKFk/XH+UyNbTEG89sI8zC9aP5+7Geh5eshacv3vkfj5w50uvtut1hQFkFLsLvFuWWYjmjR+B9rpKZlasRavM4+bsmLVYNrUGCiTG45C5uLBKLG+0urQZJ1TpZ3HTjITsbQtybs4ibyMXlgl2lLOSTOCRZIRtYev/e+JhXt3TR6Xn5yc5Ac+V0cC5eJz5TfPYt4v5u+qq+eyDZwvbgiDwt6974c99HE8GrcEqPvq/X0cyo+BySHzwA3fbxnNZFcGAbFplM5eivtJLZskiluU+N4PnzKidwylRW1tOJE9wBFFgfjXGasS8Ri6XTHWlj/W8xquzpZbRUStaNXVphYqAl2jeJb660c/CuBVNmljZINxYiY6B2+Xg0pg90rUcT7FrbxOiAE6Xg1NFthUC4NEEdjRUoSgaLbUVP3VeursbuPdeyxajps7P2UuLhdZEOw81c2bS+h527mzg5KxFeD5xzyn+14tu+Kl/46chmkkzH4uRVhW+fHawQLQALq2sc3t3G2lNwQC2RLuYfzGzzAsbfeT0DGAQV+3Ry6zm4lJcBDSW0kk6y71kdMuCo89/bR5CSiihhMeHEtl6GuKlPV38cHScybUNHKJIEjuh+ealYf7o2M2Eyv2P8QnXB6Ig8N6XvIBXf+qLaHlRkD/n4PJypAO6G1wOCZdDprLcy8CERZZ03aBScFHVGkQUBHxOJw+NThfGVV2npbqCGrcHTTdwbrNRyKo6wYSTjTUBFY3yKrvNQ2dlFRXua5MyfeGuHdze08ZPRsxFb39zkHNFBq79s0vsa2pgLZnCKcvIgv1Yv3F6iLbqShRNI6dovPMFR/D8DLPNa4ndHVYU8A9++4X81h9+obDdEAywNmwSHkXTcVd5IU+2fF4XE0VkSclpVPm9+MrdyLKEv8rLqfNW+jSbVdkZrqapvgLDMHBsKxJIpXP09TbgcMsoilaIaF2G0y0zpSfM/pk5gwPNNYwVNYAO1/htvRk7OuuZyIv1BVFgdSNhpiyB+flNnndHH7t3Xr2g4NWvOsSPfzzE2NgKoihQ11jByrBF/IbPzrHraCM5XUeSBIYjdk3X5x44xztfcPQxtVtnNs7xuZkvkdVztPla+N/dv2dLK//B3T/g3mkzSrin2u5zVVPm5eGFWRTdjEbe6K0DhxUxPFJTx3TKIoqdvg4uJfIRR0NgOWPpPDeVDG6xi4zejyRItPl66Snfd9VjLuG5AeM6WD885dYSzzCUyNbTEIqmMzS9zELUjBbs67any25tbv0fJ1qX0VtXyy09rSzEY6iaxtaC3eRfNXRyukY2o5FVVaoDXlY3Lf2Zs8xRcKB3O2Rqyn2sxc0FzyVLXJqJEE2an+l1O6jye9jIb+9tbeBckcfX1NQ6FVVuonlh8e8fu/maaaYEQeAfX/di1uIpPE4HPx4at5EtA9jMZZnLu6kXm9ACtNdW8YHvWv5pmq7z7pffck2O7YliV1+YF7ygj6WVLVRNZ2U1ZhvfiKfxBwNk0jl0UcSt6KSKKv9cZS5G8tWLvogLf7mbWNyccwGD5aUoS/n+iv5yDz6fq2CW29Jey8BwkfXEPDaX+PrmShYv6/QEgQUhg6/MiSAIeNwOJkftka5MKseurgZEUcBd5uZ4USNrgE9+81Gkkx4yOZUbupt50+0HCmOSJPJvH3wLoiggyxL/8an7GSw6Nn+Vl8H1CLl8+nVfV5gzRb5wrz226zGJlm7ofGXuv1jPmfrDwa0hHlp7hFtqbwLg9OJCgWgBDKyvcKgxzPR6FJcsEa4tZ2XZ+p48Mr7BSw70kUE1I12KvfvZdHKad3W+E6/kxkDkLy98xj5PWhXv2/MFJKH0k19CCf8TKH3znob4+rkLBaIF0D+6wJ6+WqJqCpdD5HcPX1th7s+De6emuGfKWjR21dfChuWyXeVws2SYkYasqlHpt8hWVYWX84vW4plRVLobaqj1eZFFkQq3m0eHrMUzlVE42h4kW6Gi62DIdiIVT+f4+PNfTW+oFo/swCNf29vb73Hjz6cT33TDPr4/OEp/nnDtawnSv2CRr7PzC3TWV7G8lcDtkPFI9mP5zP1naK+rQjV0FFXntcd2P6XVbcW4eGmJHz1g+Yb1dDQQWbcW9qb6CgYHLe1bS2cD0U0zBeXxOpgoEsAnE1n6doZZXk/gdIjU1/rpL/LRisXTHDjYSs7QTc0eAixZlXSbmyn2Hm1lM5FGUfVCscRlKIZGpgxyioqgK/TVltu6HNQEvAzlU4mCJBDuC7KwmE9bCzCuxZntN8/l0dEZjvW00NFg6aGcTuu6vO0NN3LfgyMs5SNjNTurmSlOW0+v0NFQjWboOBwS77jjkO1Ys5rC5yZPkFZzGEKcxYzdiuS/507x4YvDZDSFgBZgO3RDZzNjznOoyi7sr/J5eGh1mYxm2p+8tKWZ4uqQFzTcwY01hwvbb219CR+b/FZh+x3tLy8RrRIKKGm2rj9K376nIeIZu/5CFAT0mlWS2U2SwOn4CAcbwlff+Trj0+fO2rYvxCLcur+ZtKKi6TqLo/aoyVY6jcfvJJ1TSaPicToKkQMAlyAxNGsSsIDXTZnbSSJjLsCyJDK+sFYQyFf5PfjcDpI5MypyR3c7N3dcn/5uoijw8kO9JGQVRddwuuxfJd0ATYaYniOWzdFaba/8ClcF+POv/KiwnVVV3nbb9dHRfO5r9pZLIxPLHNvfSjarYhgGs5PbLBCWo4S76vP9DEU2Nu0WCKIsEskT7GxOw+WSyWZNUmAAi/EEs0smMaivLsfhkFDy9g1NLVWcKnKzD+oBJFEseLG11VRxfn0h/1kCyUoJcVYwWw25ZGaLIl2GZuBRNFp21iM5RLzVHh5YsEijqun827cfIljlJ5NTOdrdzIsPdBfG3W4HHc9rYW18lqyqoTnsi4XL5WAmvUVGMc/tkclZXranpzD+lekz/MvFHxe2X9nWyVzaNBs1DBjeEJlMzOe3V9hV386FFbNytzNQZXvwODO7QE9jLSNrERyiSFdTOWe2LJL6/ZkN7mrfSUbTEAyJF9fbzXtf1XgrLtGBLEpUOv10lD09fi9KKOG5ihLZehri7Tcc5NsDI4xFTI3Gof1VDGUt49BPTdzPC4O7aSure6yPuG54y959PDxbZFNRXcfDc9bieaitgc0BK7VYXVHGwrS5MCdSOXaHg5xNmRGASq+HoWlLn7OVynCgNcTqVgKnLFMXKOP4mPW3NmJpbmxoRk2rCDq8ptta+J5qZBSVDx8/yUrcjAhNC5uEK/0s5MX8exobGJi3Fs9zK0s0VJSzHI2DAOUeu77sQz94hPa6KgzDQNMNbt/Z/oRSoN84eYF//8EjpBWVG7ta+Oe3vOwx33v7jV08dNJyHG9sqODkaUuAvbs3xNZgUeVbSzWDAxZp2b27kcGhvMu7U2J6wSIBa5sJ9vaGGR5ZwumSaO2sp7/IqHZlPc6RvS0kswqiKCA4RNi0xPhLK1scOdpKPJtD03U2N+zNxzfSafzVPhKJDCrg8TqJx6z7y9Hq5/TmKmTBlZWoC/hYvdxP04Cp1U3uGzQjsT88e4kDHWHqAmbz8ovzK3z7rBXxG9PWCHjdbKXMFGlLSxWn5q15+Yfv3c/NO1oJeNxkNIWPjT1oO9bTywI7yvYBEpLg4mzCuncFATwBnb1CA5phUCm5mSqKVAkIlOsOHFkR3TAQVXvUs9zh4Z7ZDCnNfBDpKhvkt3tvK4xLgsQrwjdTQglXhXEdNFXGz37LcwklsvU0hFOW+PAb7mJmYwuPQ+ae+DmGijrsqoZuq1z6n8QLOzv5hR29jC5HcAgixra+xac3l7ljfzM5VcMwDCam7FGT5UiMFl+ArKLiEWUi24oBBFlgLp9STao5XLJENh8JkwWBxZF1VtdN8ra1kuSW3R24nE/9bf2jS+MFogWgGgbh2gA1AR+qruOR7OJ3RdWprPCwkUyRUzWcDruAvqrcx7s+/q2CQ/3fvfFFvOJQ3+M6loyi8u8/eKTQ5uiH5y/xsgM93LHz6nYfL7ytj3seGmF0YhmnUybgcVNsRTt4cYHD+1tQFA1BgPFLdpf3yekIHXtCqJqOLElMjtvHVadA0ieQRMeXTtv6FRrAYjrJ1KJJ0FqDduf9cKiCh0et1PGObRYIvRVVDE1YpMUbKodlk6w5PDIjipXCzioaHWU+JEk0ybrfx6kxizQmszne/+0H2NFaS1pRmZ63BOgA8WyOQ7uaiKRSKJpG2rB3MFB1vdDFwSXKdJbXsZ61SGu11MB3xy+nEg32hOsYj5tifsOAzU2DsXWTkAsGdFVXM7FuzktLRYBzi0uF9er0UITmvkpmUyYh6wnUcnrdmof/GH2IVzTtpqWsihJKKOHphxLZepqiqaqCpqoKAHrUGn4SuchKxlxUXhjczQ7/k3MTv9bQdJ2Ji6vMrpqLxJ4eu5i/p6qah4vMPg+1hDk/akUHQtV++ouMIw90hDk7aY6Xe1xcnLfMHZejCQ61hbm0GMEly3QGKhkoaoo8u7TJt+4d4BdfbImgnyo8f0c7IX85izFzcZcEgem1TZbzBMzrcFDt87KeNCMzuxrqGJ62zmVsaY0Kr5toPmpS7fOwuGZFeP75Ww+wo6EGA9B1nZ3Nj329z04uFIjWZTwwPPWYZAsgrihEUhlIQX21vdgi2BCgv3+m4EG1Z3cTA+eteW7raeDciEVa9veGOZ/XeMmyxFxRe575lSj7esKczwvqe7obuFB0TaeXNji0s4nNRBpZFpHLHTBlzcPYyjp39LSQSylomk5kOmo71oXNOL6XtJDKKWiigKHZCZHskllYNa/RRiZNucdFPG8tYgAXo2t86+5RAKq9HrwuR6G9VbjWz6MzcwXCU1fmw+2QC2nEd956mHK3GaEUBIH37H0Zr7rvI2Q1DbfoYHy9OIUuEI9DpzuEQ5AoE7zcv1jkZyZAud/JQX8Y3TDwiQ5motY8aLpBR5kXtydOTlOQRPvDlluSqXD+z/i4lfDMg8510GyVHORtKJGtZwB8sov3H3gT4/EVPJKTfVXXR5f0ePDdsyNMrlpppPMji+zurWM9kcIlSjgVe/rjzOICN/Y0oWo6IjAwa68um1vdpLuhFlXTcDtlhpftkTCARDJHghx+yWXq2fJhEVEQOLL7+syNz+nkz19wOx+4/xFkSaTa4+HhoohLSlE40BREUTTTGFS3//AkMjn2NYdY2oyRUzWbuSaYlZhvfP+XCtqlD//Gq7ipt/Wqx3JDVzMH28OcyZNUWRL5lTsOX/W9ACfOT3N+xCK8/ROLtDZWMbewgdstU13uZVWPFsYvDM3Te6AJFQNRFBiZtkeyxufX2L2zEd0wkJ0Sp8ftja6zHqDXS1ZRSZTbz9MA1vQMl6JmVKnXY0+NN/rLOXtyqjA/O9vqWS2qnmw8GOLkXJEnXUeQaNIk77IsMrdlEZatdIb9TUFGZyO4HDLN4UpORyyiv55Kc3NrE2pcRUTAqBCZmrP+1moiyW2NLSQSWTRdZ1/QToArHWU4UpVsZVJkMGjxO4lkLBJcJfk5M23e77IQpckfYC62VZiIpKIwsm4ej1OUCJaXsZQn7821PgZT4+h56pfVZ6h1+Ylkzc//lR03EiiRrRJKeNqiRLaeIegNhOkNPD1Erl8bvMBnzp0jpSg0S/aoiGCAupBjK2IuEqFe+zG3VVVx4pIVJTnYGebMhLU4N9VU2JpR7++ySITP5eDSnNUKaGpjk6N9YQaG5hEFgZffvovWsD3t9FRiIrLB+IpJEgIeN363i1i+uEEEZlejBUPWKp8bn8tZqLbrDtbQP22dpyQJeJwy6ZwZNWkIlLOyYaUp/+6r9/D1P3nrVb25BEHgPa99AZ+49xQeh0xvYx2N1fZqtxOPjvOdb50lk1UQtvmR6YCj0oUSlVAwkNz2n4XKunLORSIFs8+DnUEGi/oZdjbXFiJbAPv2NdGfb9EkSiIzarxgVDu8tsaR7hCDo+a5d3fUcWHRuqbDc6vsbw+xvB7DKcsENRdDuqVlGppc5tiRdnJZFTAYikZtxzo2t8qOnjpyqoYoCMyv2sdNI16VjKKysh63paUxDFJLacZmzOOpb/Aju8VCyj5cVs6pi7OFlOg/fu0+vviHb8SR93/72NBJVtMWuZIECSH/N2VBZCFqTzt7nTJNPj9OUabW57X19czpGl3hGl7R24vHIRP1LPPd1enCeFbP8Rs9h9lb0YZHctBW/sS6SpTw3IZhWKn7p/JvlGChRLZKeEJI5RT+z4MPsZ4y02OzbNFTV8n0qrkg7m0KcqHIuHRwdJGmxgCRrQQuWca77ZY7P7nEwZYQuqYji5ItpQgwtxpl144GNAM8okT/RXvUpL27jn//49ciS+J17UO4lc7w8UdO27YPNIZYiMZwSSKN5QFOFpHKjWSGGztM7ZoAV2jb1mIpDvc1sZ5MoWhXWiBomlHQB10N7XVV/N3rX3TVMVXV+PAHf8RCvn+h7JAI9lSzlO9R2NlSw+iUldobmF+lvsglvrK9ktlJ67oMLUZo66xFx8DhkLk0Zo90Lcyu031bE4ZgGto+MjJrG8+VQ213pdmSye8AextA1ITC2pL5t+ub7NGjuupyzp6fLRC/7mNNbMQtEX13TwMn56x75FBzmLN5Mi8JpunpZaxuJNi3K8yJhQUwDHZX1jE2YB3MynKMGw43EU1nkAURj8PBmm5pwi4trvGBrz0AmkEmp3J/uf08F+JbtDvrSOSbk2/P2pThZCLfXWHNmaTa72U9bZ3L2/Yf4NbmVgC2ckke3hwimm+GHfJU8qa2G3GIpZ/wEkp4JqD0TS3hCeGeyYkC0QLQMaip9lGGA03T8W7zk9I0Hf+myMaiioqKb4/9CTxc4WfwgrU47tkVtjWfDocrOFXUIuVwZ4jz4+a4x+ngV194BIdsF5tfD6QVpZDiuwxZF1jLN2jW0ro9aoLZtHtu3UwbhQN+HJJoOqUD7aFqjk9Z5Ky5wm6B8OsvPorL8fi/rtmcyvmL82SyCnMTkQLRAlAVjWavl2CLF0M3kL1O2745VcO/u56NKoGcomFsa/DsLXMymt5CUc1jO9JRx/CQdc1qDtbwcMS6Zvtb6rkwYxIyAVjdShYifsubcXY11zE8a5Kc7oZqRiYtwnNudomdbbXMzW/gcjoIVvlZX7IIz8jxOQ7f0UZOM1N/w2t2kfuFxWUONYTQdB1ZEumfs5N5Y1OlPiKTzakYqmJLSwMoC1nm80S0td1+79aV+/j6vedR89ewbXcNFAUU91SETCKXx+7aelZS5v0hIRApqrRM5hR2uyvJ5BRcssyeunpuabJS4gGnj/9v56u4b+UCbsnJHfU7S0SrhCcNHeEp11SVNFt2lL6tJTwhvLCzk9bKCqY3owA4BZHZiQ3WY+bC4ZRF6ivKWMmnTHaHG2y98cZHl6mp9bEWS4IBAclJ8fI3PrFKT3Ot+VkO2WYUCrCYifP7v3ArHpdMS20l1f5r1wz4iaDBX87v3nEj//Cj+wGzr+P4krXQL8cSHGoOMTC3jFuW6Wqo4cyMRUgWtmLctKOZVMa0QDAcFHtUMhvd4ob9zcRzOVRDp6/9iRVEfOP75/jQp81jcztlqqrL2LhsXCrA6lqChbzLu8froLLKw2beQqG1pZrzRdHJyaU1/GVuYglTzB8KV7JS1DPwUmaLmvpydAGcPgfnU9sqTnNJDrSEEEQBj0PmoaJqQwTzOveF6tA0nSqPh8ninQUBpyShZjTUjIYYtv+AV1b7GLq0WPBq23WwkRNpi+DsrWmwRUP39VppaRHYWk8V3OtnljfZtyNcSIHuCNUwOmVF7aYn1zhyqImFrThOSaLW4+Fckcv71OAaL7yjk4xiWpFMFOnFAEbX1jiih8jkzH6HC9iLGqScgLqioaIxvrVOIpsrCPABbqvfyW31OymhhBKeeSiRrRKeEFyyzHtuv4MP3vMIMiKVoovjU9bimVN12mqqCPv96JqBR7RHndJZlWa3j9xWjqyi4tjmml5Z7mV0IVLI9/f1NHB+wSJrr79hL2+99enRRPcth/fRVlVpVqjlVN71uf+2jQuqgBHTSZMj6kzboyYGLEXjhfRrR4PdAqG1rpIHi/zL/uYH9/H5t77up6YSLyOZyvL5r58sbGdyKlUtdbjdDmRZpLLez5kLVhQtnVLYtyuMEgYDA8EtQcQqeoincxzsbSKymUBRNFu0DkBwCEw1KGQVFYM03RW1DK9YOqzmsgDnRi8bk8KOUDVjeWIqANHNFHN5bZWAQXuwium8y3xnbSWjF63rPziyQDhUWXCJr++qZrGI+A33L3D4SBgEAbdDZmTQXoAxNrXK4dYwhgFOUeT0oD31p2ZVmsv8KIqK9yqO60pCITJnkqhAu72fYaXfQ/+ZhcL89O5tYB5LYH/YE6L/onWse7tCnIyY24IBWzGrn2EkkeRf7nmY97zseVccQwkllPDMQ4lslfCEMTy6zERe2+JzOagq87CRMKMikiAws7hRaMlT7nYS8LnZSpoLSU9bHRdnrTTR1GqUcq+LeMoUUPurvRhJa4FaXojSEvQhyuD3unjjsX3X4xQfFyRR5LYdbYXtt998kI8/cAowqwlnisw+Z5Y3OdAb5nQ+JbqnsZ4LRVV9E8sbHO1pIppOI4kSklcEK1vG6bkFzs0vcrDp6kUSG8kUb/3EV4lnsogaeLc5CjolifHFKADRrbStX6EBrGwlmc0TmIoKj61fYUtDJWeKXN4V3awUzeTF/I2t1Sznz0sAYtE0DlHEAPwuJxNzVsRPAJSsxr6aeiRBoMzr4pGLFlk3EKgod7PfFUI3DMqRWcSKlOkG+INlRJQM2ZyKINrJZ8Dn4SNvfxUel1lI8PdfuIevPTBQGO9qquNskfXI/h0hBsbyBMgwSG5mWFo1ydTaZpJd3UEu5L2yWhqrbaa7FydX2Nlez+TiOi6ng6amKlaLUuAXzy9x+5EWcjkVQYPFeXuk68LEEgf3BlF0HdGAsQl7RHBu0/7+Ekq4Vig1or7+KJGtEp4Qook0n7vXatGTzCp0BGvwe9w4JJGach8nh6xoQTyT41hPcyHNs31xjKUy7G8PsboZJ6doBf3LZXgCApm+cXR0ksBIYob9VZ1P3Qn+HHjTTfs4vjWHhoFXlRk4bhfzixmDKsVJNqeiJ+3naQBryRTjqyYx6WuyR0121FazLxx8zL/90QdOMVEUjTq6q4HYo+bfd8kSC+NWpCm2laZ3byNTixs4HTKhlirOFaUNo9E0Bw62kMY0NZUMgZllK8e5tpnk8N4WtpJZNE0jlrUiMmBGL11IpHIK8WyGVl8lsZT1ngbJy9A5s/JOkkQa2wPMX/YYMwxiG2lm8sTPKZv9FlcjJgFvbKxiYLQohTmyRE2Nj7WomZL75buOFogWwLtedRNnRufJ5aOok4t2TddUZJN9XWEEwfSqOn1q2jauCdDaV4+q6QR8HljbsI0LDomkoZHMajRtq76q8HoYO7lcqDDdszNs80Pb1RPk+LJVgXhDaxNnimwzfu95N1JCCSU8O1AiWyX8TCxvxPlf//RVUpkckixekcpyimKh991mWRKf20ky389QEGB6LcpS3uCxxu+1WRx0hWvoH7MWGFESbcLylmMGw6pFTN4/8jU+cfQPcG1zaH864LMXznFyzTqXW3qaGBgxiYEsiixEtkikzXm5NBthX3ew0Mh6V3M9AytFUZO5FQ53hliKJ3BKEr9181Ek0Z5y/d7wKDObW6SUHP99ftg2NpxaZ1djDUpOQxYFVrZFTQRRIJHIAlkkp4TTIZHL9ys0gJV0iol8qi9c7UeWxAIRbqwPcGJ41nJ9D1bYXOI7g9WcnjHnQTMAl1BIkbpEkcUJi7Bomk7AkClvrsPtdFDt8fDAo2OF8ZyqU7ujgrrmAAZmhG56LVoYz2Y1ehoqcbpkFFXD57XbWmiawcZyrBCl6+5pKERZAdobqjiX12hhGOzuqGd0YqUwD1soTM2bxzthGPQ01TKWtx9paqhgoKh6tn9skY6maiaW18Ew2FFbzbmie3vw4gL7dgbJKiqSKDCRLRLpAac3FzjSFkY3oMzlpKeh1j5+aY6//+I9ZHIqrQ1V/PtvvwpRLEUPSnjiMK5DI+pSZMuOEtkq4WfiE98+XtDUAOzuCXFuxlxktntfbSTMSNXM8gZOWaapvoJTl6yn97VYiht6m80UkCBgaPZwwOpGnH1HmtnIpMlpGklpDYpMwXO6el0tHh4vkkqOTw6csb025tjgQFcYA/BIMscvzNjGJV2gqTJgtu/ZXlFpQDqWY2XZJKmPDM/w0p1W0+TJ9Q3e/d/fL2jAjjSE2JywegQeEGu4WGSyum9niKGz5rbskFhYtVJUkZUYuw62cO7SAoIA3d1Bzi9ZxG9hPcaxniYSiQySKCJ5ZGY2rFTvwlKUW/a3kszl0HWDSNwu/F6JJ2h0+0mms+iqgSzbSWNfUz3/32+YthWJVJY3jCwSudzs2jCIptJM5lvplLmdBMrdbMVNwhQMBjg9Nl8gfh/48v3ctKeNijLT4PMz3zlZIFoAq0tb+NwOVAw8LgezRRE7BIHVbJKunUFEScDrdfLI6Kxt3OGT2bk7jGbolDmcTBel+gSgWnCxnjWrG7eZvONzO5maWy/Yeuw6HCKSsuZqf1WQk5MWOfv8qX7edvRAfhoMPviNh5jOW0Usb8b55iMXePXNuymhhBKe/iiRrRKuih/ef5Gl1S0yWYW7T43axubmN+iuqyGnaDhkkdmiSAOYVV7RLXPhFwUBhywWbAIEYGEtViBvTTV2i4PWlmoenbb0QdJFP2LHSsE5+23td+J8Gpa8+xxO7mhp53sTVsPwLrmK05ed2g3Y01LPxbwFgiQKLMbiZmNqYGUrQV97HReXTD1bX6iW4QWLxH7jzBB3HejlSHsTAB986LjNouDU0iK3BBvRshqiLjB73C4MvzQXoftgE5puIEkiw8OLtnFVUZGdEoqqkUxnton5DbY2UozPmsfT1mw3jg1Wl3P84kzh/Tta7RGZXRV19A9bhLslWEEk73flkCXe8dobCmNlXhfvfvMdvP+TP8YpSdTXBWyRz0Qmx6G+JtNoVBCQXBIzwxbxiybSvO9z97CVyJDJKhiqncynVZXYLoF4TgFD4XC8ho2YZcFQ11DB2bwjvYBZuDC1bEa2DCBpKIzNmMRPEqCprqJwLzdW+Rm4tFAgfhdGFgg1+FnMR3V3tNZyeso6l0vnl+ncWUVWVXEKEvNFzvgA//qTR5CypglrMpXjwrT9mt595lKJbJXwpFAyNb3+ePqtWiX8j2NsapX3/uv3Ctu79jdyusjtvC1cw9kibcn+rnBh2+2UC1EIgOW1GPt7Gjk9voDbIdHbXMf5cSv1Mre2xbHeZhLZHKIooJYDRU23x6eS/H833UWwugyX5OBYde9TcMbXBn918/MYjJhkqlxyMjpokSUEWMuk2d9uWiC4XQ4eHJ8uHqZMl9lVUYuq6gRkezoMzMbKl9FTV8N3hy0SHHSXMXxyoWD2ebgryGBR38gdHQ2cL6pA3LuzkYFBc1uURFYSKZR86nZubpP9+5sKFgm94TrGi4xLp2bXObynidVYEocsUuZ3sxC31Pxj0xHe+qL9+MvcuGSJb/zQEqiDGZVr7qsjk1OQJBGXy54S1reyZIc3yQJCdQpvlZNUPi1tABvZDGPzZlq0OuDF7XSQyZnRq2B1OfedHiukNOsry2wp0uYjdcxFFwqTHqlVkBfNFKkkCczHrEiVASiiTmtjJbJDJuB1cXLCIo2aAZUVHmoqfRgGeJFYXijqZ6gZNJf7kdOG6Ve2rSWTJEhsrqQLXQf2NwWJJKxIV29FDe/75v2F7f3tDVyYtAjXr7zkCCWUUMIzAyWyVcIV+MSXH7ZtD51f4ODhJjRNRxQFhmbtjuFTi+vs7GxA1XRcksTFEbs3loaO4YA0GlvZrM3iwAAW4/FCeqRjW9SkL1THG3tvfkZoU+p8ZTz45ncCZtrnlze/xumixTkcKLdZIHS2VjO+bFkgrG4mWMhHQYRlaGuuZGrNnJeDrWFu7rJMLn/lyEG+fXGES5F1MKAjU86QZhGe/oUVdvYFUTUdWZIYn7Rfs8nZCLv2N2EY4HBKnBydt42TUGmUvORyKk67mT0AyUyOubxOr6/T7gEWqvbzBy+9pWA2G/aU86ef+H5hvK+5nrOXLLL+ga89wF+/w0wjKorGZz75QGEstp6it6uV0/PLuJwS7c01DM1Z1azrWykO9zaRyuQQJRGnLLO0Zs3DymaCY/taSWQVNEMnImRtx7qiJak+5iOZSaPpOtXr9p9Ef4WHc0vm/eyIizRUlrO8aX1+OqcyOm+SapdDoqbCEuvXV5bRPzxfIH6p4RxVdVblbteOOk4sWvMwEdmg0uMmq2q4ZYmVlaJyVGA6GmVXawOSKFBbUcahriZKKOHJoFSNeP1RIlslXIEdbXU8dGqisF1f76d/dKGQJtrX22iLbLU2VReiIACHukP059NnTofI9Ib1tD+xssHBzhD9+XL7Xe0NDBY1o56YXefWg63ElCweh4Nfvf3wM4JobYfZr/D5vOafP48gmL0Tx2ctkboA6Bmd3U31iKJImctpt0AwoF70Uhdwo2k6tzW22LRqDklip1pFdH6LTE7F0WrXQfnL3IwsrheiVQc6ggwW9S9sa7en9vbsbmTgkpU+W99MEsmboG7FM+zuDTKYj0h2tNQwMmMRnovjy+zuDjK/FsUpSfz6i4/ZXP1fdKib+4YmWNlKgAAzs3Zh+N2nL/Enb3weHpeDra0U62sJ27iiaaheERWD9UzWlpYG0wdsOJ+ebawN2MT6tZVlHB+fK4j7m6hEcFIwxtgTrOfEojUPYkjistOEKMJyyjoWRdMpr3ahGjoOh0R9eRnnx6yIb1bRCDdX0FRbgSAIOGWJ1aJzSacV9jeEWM+kUTSdHHZRV05V8ekOsimFrKHQVFtXMAcGaKmu5MIl60Hm1K1zHO4uEa4SSngmoES2SrgCb371UX780Ahzi5sIApTX+9CnrKfsi+OL7GytRzcMHJLEhbltUZONTXbvMauqXLLEyZE527gmQ3mNh6yiokpXJvZ//faj7OsIPTUndx3RVlfF6X98F6IooGgab/qHLxJPW5GVKr+XM3kNjyQKhKv8LFwWnhsGmysJ5laiAEzMRLjzUBdN9ZUADE4ucc8Zq2rvwuIK1RU+1vNRlebqCgZWLQI8srBGU1MVmqbjcMqFZsuXsTC7zr4e0wzU5ZQ50T9tGxd0aG+qQVV1yvPi82I4YjqZ2RQZ4OKFBe660XI6X47G+dHoBIpmEr8jjWHWL1o6qdc/b1/BrqGmppy3vP0WPvHR+8y/Kwosy5bAfXEjxsHOMOfykbjOxpoC0QKYj2xxuLuR9VgaWRLxBVwsjVupubmZTe64o5WEoIABqym7mH88s0n7sWqSSg5dM8gt2Q1cJY/MfDwJGqwlM1T43ESLqhtzSZWRfBQx4HNT5nEWKlCrqn2cmJkvEL+qtAevy0FKMc9vb30DpyeKUpyZFC6HTFZREQ3YWLcf699/8R6+/pdve0Y+jJTwP4tSZOv6o0S2SrgCLqfMp97/VgTA6ZR53+fu5cKUFX2qKPcxPLdaiB7s6Q7RX2Tm2BKqsgmBD7QHOZ9vZCyJAvPrW2zmUylDcyvsbWtgMP/5t+xqe1YQrcu4vBA6JIk/f9MLePs/f9m0QHBITKxa2jZNNyjzOGlvqEIWRWo8Hk73W5VwWUXjw5+/n3afn0xGYV60p8MyOZXdHfVILpGcol3Rt9HhlFjaSpDNW270dTQwXBQlaW6u4VyRmL+nvb5AGgxgI5VhPk/8ZpY36eqoLVShttdXMTxu3R//fc8gL7m1jz3dYXKqxkd+fLxAtABOLS5wcGeIrK4hOUTeeOcB27G+7vVH8ZW5cDpldKfAX37lXtt4WlUJVHnJKhqahC0tDZBUVCZWTFH7Dsnez7CyystDq7Pk8sezq7bONr4v2MCJJevePdgUZH04TwwFWMtZFZ9xJUd3c5DY8BJul4PWqgpGRizit5XMcLCrkVxGRRQEhFoH80XFHxuxNDfuaSWuZNF1g3RR1STAZipFd8zLxmaKnKrh3mmvWG2trywRrRJKeIagRLZKuCrcRaLl337tzdx/brygRamtLWdpykpvTMyu0VpfhYGByyExtGCPdM3HYuzvCiMIAm5Z4uFhuwWC4BRpaqwkp2pUVf/P9Dq8HmiurSAYKDejWwZX2D14XU7O5VvPzDscVPm9VqWcYbA8sMKp6Yvme/1uAp2egmdUS10FZ0aKxNuqTpnPRSLvEt8equb8RWt8KbKF3+9GNwzcbgeTRX0dEWBjy3RPF0URj8fBo0W2FQKmlcWe5gY03cDvdjGH3Sz0g994iIHpZXTDYM9uu+u9v8zDmdwqGVWFDHxl8AK/edPRwrgsS9z1C1ZLppH1Tb7wY9NI1wDimSwbcZP0jC+uc6Con2FrqMrm8j42t8aB7jCza5s4ZZlAXxnTRam9C5FVbmluIaOaliLzCXtF4ODWCkdrgyZJFWAsZXd1zykqYtogl86xoSdwuxxkshZpUuMKo3lSWxP04yyTCga/VeUeTk7PFTzlGiv9yKJoVloCR8oaGB6yyJljSy9UiQoC/OYrb6KEEp4M9Ovgs/VUf/4zDSWyVcLPRJnXxZ5djfRPLZJVtIINw2V4XA7mNqOomjmys6XellpsrqngzIQVNelrqmM4L3IWRbNH4GULhP86foGXHOjm6I7m63Ju1xOf/uEpljasdGxTQyWrWyaBdUgiM5FoYSylKHSGKkE0I41NLh+j909Z47EMuwIhUmERAZANkbkFSwu1lcpwY2czG5spVE2zEQAARddJlplu72gKvdU1Be8qgGB9gP5RK6XV1lTNVFH7oXgiy8yiuS0K0BSsLAjmGxsr6Z+yomZDFxdpbA4wn/ekam2p4mSRMPxDD5/gWGcDXo9IVlPZXdGCKFgatN945Q24XQ7cDhlBhH/7pr2AI6uqtIaqUFSNgM99xbwr6EQSJmn1x722sUq3h1NLC6RVM+J3MBhiIW4RriOeEIMjVtR29+4QJ1at9j5axJrXtViKgx1h+ofzxK+u0hY9XFuKcfjGZtbSZjsjb52bR2ctAjy/GePNx/ZTV+7D7ZC5/5tDtmNdWYjy0fe+jqoKH16Xk7rKsivOtYQSSnh6okS2SviZOD+5yA/PWf5RomDYXOJDwQAr0yZpEICVjThVZR4EwOt0MjJvt0DYymTY1xFCFAQ8TpmHRu2Rru+eHnnWkK3vnRxmamWDVFbh3iKNFcDs0gY7aqvzBq+wmbG3vRHdMstGGrKQRMHndZJKWRYIK0aOsTEzolTr99n7FVb7OT0wU0iv1VXbLRBauussAiwIbKEUXOKdTtFu9mmApuh0NtUgSxJ+n8vWkkk3zChNvcONoesItW4m4nYLhF+56SA372nH63TwLw8+YiNbXrfIH1/8OGnNjML9ce9reEX4aNG4k9/8Bat1zdjCGj+47P1mmOm3y42rFyJb7GxrKES3muvtLu8XB5fYfUM9F9ZW8MgynVVVnCxKG55ZWuTGuiayGRXBgNVxe6Rr+OISt4dDaKoZZRpYtHtfpeNZGnIOclkVh1tDFAX0IssHYU1hZdR80AjvqEZwWynQSq+H373zRnwuJwC7AjW868//s7DvXXfu4UBPSRBfws8Pg+vgs/XUfvwzDiWy9RyFpuusxBOkFAWf00nQX24bH5uLcPLiLOmsUjDavIyNRIZDu5pYT6ZQNL0g8L0M3dBJpxWyqsYGaTqDlsUBQENFOWeLhMBtdVVMrZqLpSDA2+44yLMBs6tR3vO5H1rattYgK5tWCqu7pc7WC29vZ5Bz05a2baHInXwtm6HrUIjxh2dwuR2EdtZxumhOI7Ekx3Y0kk2Z6TCXIbJiWPuvric4cqCVRCaHZuhE03ZiF02l8dV42UqkyRoGNW4HFGXMKv2eQuWdQxZpqCln+bLFgmGQXU0xOmmSaqdbprbHTyQftWsLVvHqm3cX2g39wW03cfelcVbznlIH9noYUiwN2ofGvsf+yh04BJmsptJcVmU71t997S3M5eIgCvhEmdMnp23jhgN27KlH1XUqHW6motHCmIBAYF3GOysCOlL5tkbWDheXLq6SykcCj4TDhabqYGq6Bs5b0ai9uxuLorYGwobCVt7Qd35ugz37mwtVn+FgBReK+joujK1z9HnNTMe2cEkSb7hpX4FoAezb2cTL79rHxPI6giDwkheWDExLKOGZihLZeo7iP/sH+csfmsLjhvIyvv/Ot1GW/6E3DIO/+cQPC+X9tVVlhaoogJaGSo5PWlqSUEU5DklEyVdZtdVVczZvBSEAGUUxXeI1nYDXxfhiUZ8+w3xPX1MdkijSFaqho8HutfVMQk5RiaWyZLIK/++7jxSIFsDA1BLH+poL8zi1Ym9qPDKzyp6mBhTVjIiMR+w6qJQPYo2m2amk5660QIhmGJvO9+3bZoFQV1POyZHZwnZLqMrmEt/bWM+5Is2Xw2Np9iRRYHHNivAoqk65x4VQLeCURWq9Xi4en7bmIKNyuKKa8A29eJwOjvW12Po6lrtdPH9/O48szaLoGpozB0V8XdMNXn3vR4nnCdiHjr2e5wWtVkUPzMxwfMtK5R1ureVS/rwNIO5QGbvccNqA3lA14/ntcK2/0I8SYHBggc69VYxHzWux21XH2WxRpGtxgd0t9WRyKrIosDwftV2T4ZFFjrWHMXQDhyDSf2LaNp7eytBaE0BVNAIuJ/bW5OBa0ciNxMgBg/o0xi0HChYfW8kM3x4aJZGPIH/8xyf55199BSWU8PPCdJB/qqsRn9KPf8ahRLaeg8goKh9++ERhezme4P/e/xB/8rzbSOcUHh2YsvkoRTYSHN7bQlJRkEQB3SNAzEozLUbj3NzdQiydRdN1osm07e8lkjkCmoN4Kks2m6Mm6CdWZIFQUeYpWCCMLEZ42+2HaK2rfKpO/ynFH3342zw0YGqr9vbYheG1AR+nx63S/wOdYTbi1vK7qzXImXGL8OzvClvWEAJEV63S/+VIjD27rKhKT7CWsXHrms1Ftji0q4mtWApJFvH4nCyNWhGamcUNjhxrI6kp6BhE5uzeVgtrWzQ3V5PM5DAMA31b2xuPLDO5YP69TXeCQMBTiOgA/NJLD3Jgf+tV52hya4PPj/aj5X+Nk9MuqhpcpPJpxCZ3C/Nb1jz87fnvcbS2DY/kIJHN8m8PHbc+TBBYKsvQ0VeH6BAo87h4ZKLIakQAV5mD/R0hdAM8HgezsaLUoCHQoJcRU7MmCd7mauGWHcytRguWHUfDIdY2reuws6mBgbNWSnXvrkYGL+SP3TDQdZ25OZPILS1vsXtvI4P56FawPsDQqEX8Hj07xX2PXuLWozvI5BQ++aOTBaIF8OP+cU5dmuNwycy0hBKecSiRrecI4pksf/KtH5rNgg2DjbSdEA3PRdj/5x8EoNnvR5LEQusXA1iLJRnPV6w1BytsUZGmqgCPjFn6oPbaKls5fldNdcE5XdMMfIJ127lkiclVK8KTUzX+/r/u5aO/8ZprPgdPNfrHFgpEC6B/ZIHOthrGltZxOUTCNQEiMWuhPje+wP6OMIqiIokC40trts8bnlrmUHPY9MYSRC4M2uMiSk4lUO4mk1NRDe0KC4R4LsulfKpxR5PdAqG62sdDc7MF4rerphaKikj72hpska6+tnrW82lBSYBIxBL6JzM52lvqyYxFcLkkentDVxCt+egWp2cWSCsKJ7fmC0QLIJLMskffSTSXRdV1tsRtFgiZNLd95WNE0kkEA3pd9bbxmtoyTkWWQAMpIbCjtpKZiPUwoKY1huZMbZUkCTTWBZjPG+3WV5VxemGhcDxnI0s0VJQXCjZ21dYV7l2A8yurhOsCZBUVWRJZWYzajmVsdpU9fWblrcMhc/rclG1cSeTYGa41q0WrPLaIIcAXHu7n979otsra1263QPG5nXSG7NexhBJKeGagRLaeI/jko2f48ajlCn+oLczJeXMRcQgCyyvWj/5sLMYNvWHO55/Qe9rquLhkidxnl6Ic3d3ERiqNQ5JwOWXm1yyBz2Rkg1t3tJLJKGiazsq6ve3I6lqclrIAqUwOQzfQt3kFhar81+7EryNGZuyWFwIgVzjIpSCHjuC0n2dlmZuL08sF0fr+rrClZQN2NjfY2toc7gkVKt0QzB6Bl60fxlc3ONQTZiA/3t5Yzci0Fekam1vjYG8Ty+sx3E4Zb6OP2SLPpwtrEW4/1Eomp2JgsDhntzgYn4+wY3eQjKKCAVvjUdu46hHZCABoqNFNEuksZR6rv+NfffdeHpyYBqC+0oerTCKb97pq8Jbx4Pw8St7yoClQblogGOZ2j7eZR9bNaJAhQNqjIAkCmmEgCrCUsaJyGgaa36BJC+CQJardHvqHrDnUNIOach+1dWUggMMjMztd5BKv64R6ApAVyWkaemxbLkSAWC7HVsKc9/2hetbWrf3bG2tsTv29vUGGi6JXogaXxkziZwDd+0OMTpnXqaa+nP45S3DfP7lIV6iGS/m0+5vvOEDlVQxlSyjhCeM6mJpSsn6woUS2ngNQdZ3Pn+q3vTa6sMrR+jCaruMURJtQGyAj6vgqzKiJsq2uxAC2tjJMLJiLQFdzrW08HCjnxIWZIj1Qne0Jvqup1kYieuvrWYubpflOWeI37jz2c53v/xRee/tevvXghUKT5KamSs4XVaudXlmkuSbAQp6YttZVc27MmocLE0t0hWtQNR2HJDKxYNdsDa9G2Hm0EUMAhyhx+vysbTyHRlOwkqyq4vU62Y5fvHMftx/aAcAPzo9yvIhsVfs8nJiaL3hAHQgHWSmyqejpCdmMag91BbnYnycVAqynLMF9ZDPBf3z1Yf7grc/DMAxOzswXiBbAymaSI+FGNvQ0DlHC55ZtfQDntuI8r6WLpGpGYdcT9uaMC9kYbdVVbGUyqJqOgP1HvdzpYihmEt85WaKuoozVorY3aYfGhXlz3OOUqfF5WUua91+t38vxtbkC8duS01T53AVSuydYT/+QRaamolF8XhepTA6PW2ZjWz/D5eUoPR0NiJKA1+3k7BlrHgTAkdI40NyAoRuIDR6mF+zdFpxtLoR6JxlVI16lUkIJJTwzUSJbzwHIoshr9u3kU8fPFl7rravj9HTR4tka4mzeBV4SYDOSIJYydSpjC2vs2xGif8Ic726qZWTBinRdmo1wsCfM0lYcpyxRI3tYNaxFZ3h+lZt6W8jlVAzdYDbvRH4ZM/MbfPJ3XkuZx0XA66ah0l4Z+UyBLEu89a4jfPnEALqh43Y7GJ2IFsZV3aCutox0ViGnXLlwetxOZteipPP2DQdaQ/SPW9VrbZ11PLpsXbMjnVa/QgyD5FaW2XxD75X1ODs7GhiaMMleb1s9tx3sLOz7oj1dfOv0RU6Mz+J2OGirrOLcuvXZZ+cXuXFnE0pORQCm163zADi/skzfrU0ouoZoCEwN2KN655aWOPD3/05aUa4w6wRIKgrDEZOUtldX2tLSNR4vDy3OktNN4rfDb0+dHSwLc3rSmpdgZXlBeC4YsLVmEb+sqhGo9ZDOKrgcEnV15Zxdto41nVPpa6yjqT5g9jP0SCwsWvduTM9x8FCYrXQGRdevaN+Tyin4q9xkowpZQ6UxEGBl1XqwCNYGGBm2IlttbTVMTVnpYtEQGDpvEixhSKDtlgam8inQ6mofJ6KLKPl5+Gj/ae7q6qGn2v5wU0IJTxQGT701Q0kfb0eJbD1H8K7bb+D09ALpnIJDEhldsvfGG99Y53BLGANwixKnztqjJrpm0FgdMNuGOK+8bdI5hcV1c5GpaHTZxuoDZZy+MFvQgO3uDhVsAQDefOdBDu945ot+DcPgsyf7OT9vLq5uWaLO72M1r9NqqQjQP7ZQ0FWNLKxSVe5lIx/V62istmwEgLHlNRqqyvPeVxLjMXv14kQmyuGGICLgcjl4tKiRNYDf5+Zf/uBVeFwOwnUBWyNrQRDwyy60tE4ynYVq+09jhdfD0PhSwbdr765G1or0Zn1dIU7PWcd6Q1+YgQEz4mMAa54cqU1TezW3GeNQSyOn8gaebQ2V9EesiN/k+iZHW5tYTMVwihI1ZR6Or1r331hsjTsaOsnkNDBgbc3qqwgwvrLOvpoGUjkFQzdIxOy2FoIkElOyoEA2ouEvcxHLWAUaKZdaOJ4qj4cyh5OEYkbTatxeji/MF9r7BH12P7Od7UGrobcgsI6CwyGhKBoCBrEtuzYynVZobKpCckj4y1xcOG9FsgzdoCYjEtgZBgGkKpmJiKX5UnWd9w/cx6oWJaMqvG3HUd7YcYgSSijh6Y8S2XqOIJXJMTW7bmpugL0dQc7NW0/cXVU1nC5KJR7oCHJhIj8uwHo8VUh/rUYT7Gqv58KsGSHoCFdzcd7SB/XPLbOnpY7ZlShOh0TYX876shUtGBhd5OjOZrPViSDw6lufuf5Bmq4zF4mSzimMrKxxfs6a04yqsaeyklZ/BYIh4EJkucj7KpVV2NvRwKrLhaJqNhsHyKdrc1mS2RxGCrqD9WykrMW7Rw4wfGKu8N7uPQ2Mzlok+ldfdQO7OoJXPe7RhQg/ODda2D43tUh7QxWTyyah66qs4nxRFG3w4gK7djaQ1VQkSWRqc9P2ef2by/zW627C63aCS+Avf3KfbTwpZKnt9JLVNGSPCHYvUHJZndl8qtkt2H+WqhweTk0vFlze99TUQ9GfPxAMcXrGOtb9wQY2LlfEGpCJWWnIWDLL7sYQp5cXQYD2YJWN+G2k0xxrbCSuZpFFkXJcPLJuEaIlJcmdN7aSTplVnKkVe4ozEkvQ0lFFdCtFTtGu6F1YXuEpaOlkSaChIcDyctE90SBzLk9inYsiwfYylpJmCrTa5+b45gRZ3ZyHfxq8hzuCOwh6A5RQwhNBqRH19UeJbD1H8B/3niwQLYCpxQ0a/GVohoFHlhnfpg+aS2+xb0fI7GfolHl0yB41kSSRrtZaVF2noswDxYEywYycJDM5khkzTVSMGr+XgYvzBXLxpe+f4XfecNu1PeHrhO+fHeXPPv8DAHweJ5U+D5spa6FPbmUKAme/x4Xf6yqkZ0OVfk5fnCukz5LZnM2Zv6uxtiCYF4D1pTgeh0xOVfHJTtYuWoxDANKraW7a24bH5aAtXP2YRAvgzMT8Fa9VeTysyU4yimqLggF4vQ5GYuukcma06lBrmPWEFWF6+cE+3n6X5fo+ktzgi6fO56fBIO7OMb9lkqlIOsnhUCOnF81UYGuggrMrVlrwwkqEgy1hLm1FcIkOOl21nFSt8YG1FW5raiaT0RAFgaUtu07q/PIy+3pDZHUVQYPFITsxzGTyHmWaTiKdxeW0xPoAWV3jwppJiJp8AVsKtNLpNqsq85GttnK7n9nu9pBNIG9UlhWqRA0gmSvqm6gZuAJuyrJZHC4HgcZyHl2xUpw5VadH8BNu8CMKAmUBeGjTim4m1Rx3L4zy1h1HKKGEEp7eKJGtZzHe99CDPDI3S1pVqE64rhjfymbNxdOAPdV1bM1b6ZfWykqr5N2A7sZaLs1bxpEb2Qwza5uF7R3Basby1hAdNVVcLGoGfHZ6gc5QFVOLGwhAU20F5zetxfPLPzjL7u4wskMkq6jctrcDh2Rv0vx0hKJpfOT7jxa2k+kcu4INZBUVlyzTWlnBhXEr0hVLZzna0UgupyOKeZf3JSuqEY2luWFnC7FEBk3TSW/rZ5hOKwSSMltJFZUsfn8FG0WeT/t6w/zZu1/2uI79dTfu4WuPDDKRt4YIVwboH18sEL/++SUaqstZzleStvTWFapXAQbnl2mtrSSnaLgcEr/2PPuC/3vPO4ZRNogkq6iGh08P2cl8Rlfoq6xD0TWqfG6m4nZCJCZlkqtmmyJ1G2cMOFwMXlouEL/9HSHmo5ZOal9riFNFUbkbu8IMXMhXMwJph14w4F2NJjnQE+LRiEmQWisqOLtq3ZtzyS1ubGliJRnHIUkE1TJOLhUJ5ONbPP9QK9mUAgIkVuxpw5nlTbr3hUmlsmiqTjpjv6ZaucSMDKDgNeJU+TxWVA5Q3ZhROCCw6SRQ42ZLMb+nlU4vr27dSwklPGGURFvXHSWy9SzFpfU1PnrmVOF+j7m8eJ2OwgLV2VjDqTnLRmAll8IpS2i6TrnbxUxR02EESGSz9LXWI0kiXq+ThydmiocpdznZ3xxENwzKHU5msfY3EPB73LgFszefuC1qUlbm5k8//f2Cs/rvvOpm3v7Cw9d8Tq4F0lmF/+8j3yGWzKAaxhUGrqICWkQhhcJq0uz9eDkKAhBP5hjJN+GuC9j7FdZVlHF6aK6gbWuo89uc+ftCdZzNE2ADgbjXKPihSZLIO95w0+M+D4cs8XdvfjEPXZzC7XQwv7LJV1YGCuOKpvO6u/ZzU18bbqfMfzxw0ka2ZFFkPZ4intc+nZyc55UH+wrj46nj5CruL2zf2PhyHpm3XN3VLIyu5cn7hsGeUD0DEZOgN5UFOLtokdSzS4v01dVyMRIBA3Z5ajmTKxLzTyxyeEeITNbsMTmftHtXnYwtcmNfI6puktwzy0u28XgsR9hdTkbVcCHZxPoASlmWqVy+cbq3zrZvudPJ+UuLhWhkT9Au5t/VHWbwokXOutstqwgDSJQD+VsolVHYWVbNRjKNKJh+dmfWLOK3lclxgzNE2pNBEkRe1NhNmePKh6gSSijh6YcS2XqW4ssXBm0PFqvZFLfvaiWazqDqOomcXWuSzOVwOWTimSxb6Qw7/FVsJiwiUVNZRn++AkwUoaWhgpm1qDlomFqYyXz7GUkQaKwNMB8xozYt1RUF12yAC2NLBGv8LOU1Os2tVnsfgI9+5zgvOtRN8Gnot/WVe87xcJFx6e6dYc7M5ecF2IhaqbW1WIr9XSHOTC+a0cFQDSOzlrZtdSvB0R2NJONZJFHA43LaPJuWV2McO9RGMptD1w224nbh93I6SfmdVSQzGTTDIC3bNV8/C72NdfQ2muQhkc7yk/OTBYuExpoAr3/e/kKE8fdfcgv3DU8WUod9oTpOF12zf/r2/dza00alz4NmqNyz8p+2v9XecIIMNyIJIl7ByYNFRqECAoIhcKApiKrrBEQ3Cxv21GBl2kVFRCaraghe+3mUOR1MTK8XiN++XWGWEtb++6uCnLhkEZ6DnWFOzV4mrQa6y2ApP++b6TSHW8OcWDHf31xRztkNa98RdZUbe9qZmN/E6ZDoclZwbr5ofGmNWw6aHnOCKLC1ZkUeAS5NLrOvr5FsRkEHRuL28XRawYGIqurEtrJ4ax0ki3qPKoZB/4pJUlfiGd7ceQiv40qbjxJK+Gl4umq2BEFwAX8DvAWoBM4Df2YYxj0/Y783Ab8C9OX3WwLuA/7KMIyZn7bv9UKJbD1L8eY9+/ji4EChiirkK+PhmdmCU3aT316Ov7OmtlAJZwBZWS9oUWRJtJmW6jo4DIGOmiqcokigzM2JojYzmmFQU+WjtqoM3TAo02SWihTNqqYTrPejopNTNIxt8Wa3U6bc8/R7YjcMg6/c0297bXh0kUM7QiiaOV9Dc3YLhFxaxaeb1WvpRM7sEVlkgZCJK1yaMAnYdmf+qgovJ0dmC5Gt9ga7M/+O3Q0cj1ik5T3f/zGfe/PrrogcPh6UeVz89VtfyH39E7idMrfsarOlcgNeNy/f38PJiTlUTS/4cV1GVlEL5yUiUeMKE1UsIZ9BBxdSs/l5hJ7aFkYilgWC4lDpj5jzIBjQXV3H2LpJ3sOeMs5PLBZ0UeemF2itrmR63byn+oJ24jc4vEhfZ43Zz1AQWN3mfTU4vcSR1kYwDCSHyANr9srbeDJLT6AWRdeo9LqYT9lToNkqnaWMSZLqZJ9tzOt0cGFymURel7enrYHihoi7d4QZGLQE9303NHEivZKfIzCcQsHVfzOWZk9riEej5nerMVDO2Q3rw+aTW/zLwEO8uqOPtKYQ8gRo8D79HlBKKOEJ4NPAa4APAOPA24HvC4Jwm2EYjz72buzF/KZ9D9gAWoBfA14mCMIewzCWf8q+1wUlsvUsRXtlJe86dJQfXhpHFkQ8soPldespei4W43ltraTSZu+7zbg9HbYaS9DgLyeeNPsdOmTRNu53uLiQd8Z2OiXq6spY3cpHZQyIp3OM5YXhHodMdYWP9aj590N1fs6OzhdIQ24yQmWZpxBJe/uLDtvcx58uEASBX3rBfv7tqw8WXtvVGeZskTHp/u6wZd+Qn4fLNgELkZjNJb6jtorhCes3YHYpyoG+JlY34zgkEX+Nj9UiEju5vMENe1tJKwqGAAuqPSpyfn6Jd/7frxJPZdF1nY/87muorSh73Od3rKeFYz0tVx1b3IzxhUf6C0Sgpsyeln7zLQeoKfcV5umu8K/xwUu/h2rkwBB5dMUFZPPjkPJtsUOsxCFJ+N0uHo5YD5+GAJ4yicO+MIZh4M86eVS3xnUdwq4ydEklp5oi+GI4RInYRJJo3oh0b0+Y5S0rYtgbrufUlDWvh3pDBV0UgCiLDOcF8mzCgR2NnNs03x90+zm7ZKUhT6lL3NIVZPjSCoIAfeE6zheZng5MLnFwdxPpjIIkiWyu2ntQjhyf49jz2s15FeHMup2sx9cyNMp+cqqKN+dAdAroRQ8nF2JzfPbehwDoCzTw1Tt+FVm0f1dLKGE7zEbUT/3feCIQBOEI8Hrg3YZhfCD/2meBC8D7gFsf+28Zf3SVz/sWcAZ4M/DPT+xorj1KZOtZjPNTy4zOmNGF9poqBCzNYr3Xx4lLVm+8zvpq27576uo5N2yRiEZngCXMCIEsCLbeeLmcRqvTg+43cMky9QEf54rMONOKSri1nsZsBYIgIMsi8xuWriaVznGkvYF1ZxJF1QkFnr6mpm+88wDHL0wTTaaRRJHpFbuwe2hiiUPtjRiGqac6PWZ3BM8mFZpcZeQUDY9+ZRFALquwkO+317nNz6yy3M2JmfmCtq233d4j8FAgyLmBotTeV37C//m1lz/pc12NJRiYXSajKIWI1mWsJVK887bDtNVV4XHI3LDDTtKqXQ38Sd8nEBERkPmlyKeZx7rmVZ4yzsZWQAEpI9JSXsFMPFoY11SBE6smaXEKIi2VfhY3zf3rynycG1soHE9ybJn6mjJWYiaR2ROstxHgsalV6it9pLMqTllkNW4nPJPT6xxoD5qVtw6ZBxfsWYdMwmB/dQhVNygXPCwY9krOXK/IVo2Bouukt9l3uFwyE4vrhRTwgfYgi0X9FLv3hTlz0bpH9u1v5ORCkTauXGYl3zt0M53h0M4mjkfN4wv6yhiIWvte3FrmcxMneMeOGyihhGcgXgsowMcvv2AYRkYQhE8AfycIQtAwjKXH3PtKXP4iV1y7Q3zyKJGtZynOzC1w/7ilLZpc2+BYWyPLm3HTONLp4bRmRUbGV9a5rbOVTNasToxsewKfXdxkr7eKdFox9UPbHNAdDolIXp+ylc7g97qJFbVwSSayXMoTv4oyD2UeJ4m0qRurryrjzMW5QproX77wE47taqXM+/SLbiUyOYZmVgqC6P3djQVTUoCdrQ2cHbUW431dIc7lnfcxDHIppVDhtxFLsa8rxPlL5nhzQwVD41aka3xilb17QkytbOB0yoTDFbaWOcOTK9ze10wmqyIZApEFe7rsvvPj/N4Xv0NKyWEY8H9f/zLK3Y9/Tv/uW/fx4wvjAAQrym1i/ZpyL7/+/KN4nI7H3N8jWSm29x58Oa+95xNmVMaAtaRlKqqh43KKNHjKcUoitS4fZ+eLLBAMnaqgj7CvHAFwizKPLluEKKto7K+sokpyo2gahmp/pFZUDVfKIJXIkgL6uhpYLLKLaGmoKojmDQx2N9QzGLH+vuzVObeWHzegrybMxby4v87r42xksdDe535pnhtba5maNlOPfW1B+osE8v2TS/T2NJBM5ZAdEquqNQ8AFwcWOLa/Ed0wkGSRB1btZD26kqNPDqFoGhUeBwOi3eh2u2VHCSVcDddZs9V4lfsyahhGdNtr+4ERwzAS214/iVmHtQ9Ti/WYEAShCpPXNAPvyb/8U/Ve1wslsvUsxXZNDQDLKusTpvaqvN1eVVXj83B6eK6w366meohYOq29wXoG+60f/p6dwULqURAEVjMW4YhnsuxramBoZgW300FbdQWjo9biFU2kOdTdhJJVEAURh0tmpUgYHokm+afP3Usmp5DOKvzyXcfY1xX+OWbj2uEz3z9VIFoAFyeXaKmvRFE1HLJ4RSuisdkIBzvMY3dKIqe29TPMKio7GmtQVI3KgJe5Jfv+ugM2jCxks9Tpdj1OwO3iYv9SwSJib2eo4OIPsLM3xI8ujhW2P3D3w/zFK573uM7zwvxygWgBLEXj3NTVQiyTxe2Qee3hXT+VaG3HjvJaenNtrKfSaLqGUm0n627RwVje/mFNSlHn9bGash4GpE2Dc/n0a5nbaUs7V5V5ODu+QDZ/727EU/g9LmJpk8jsbgtypkjTtbQYxedykszmEEVYw7p3BQRWYgl6q2uRBRGfR+ZEdNIaF0By6xxpDGFg4BGdPDA/TdEH4G3yUqnkyKoqxrbgpeQQmdfSbGRSkIF9jeGCWTCY1Yqni8j64QNhThbZWHicDgYvtxtah8P7WzgbN4lng8fPG9pKjvIlPO3w4FVe+2vgr7a9FsSmcCzgMsEKPY6/dQm4nKZZB37bMIz7fsr7EQThPT9t/HHgs4ZhTP+sN5XI1rMUN7Q18wt7evnmwDAAneWVDI1aUZNLk6sc2BVkIrKBW5Zp9VdwdqWoKfLcCjfvaEZJKwgIrM5HbZ8/NrrC7j1BcqqKIQhMpuzjqmGgaQbJdI7VraStxQlAJp5lZNJcNOpqynHKUoHo1VT4uPvEaCFNtLwW5/PvfTNOx//M7fqh/3qIn5wdJ5NTCdbYU5ySJLIRSxHPC6L3doRYj1mLd2e4hnNFi+eezqDlvWWAktOYzFsizCxt0ttez3B+XoKhAP1FLv/np5fobaxjeGEVUYTu6hr6iwTy/eOL7OsLk1FVBBFmU9YiDvDV04P8/gtvxue6evXaick5/ugr3yejqNSVeW1mnQB3Hejj5ft7Hve8FePLA4MMLFmEuy9QU0hLY0AiZVXcpTWVzoCXzVQajyTT6qxgqN+6dxOZHAfbwzRpGqIo4nbJPDpikdhYKsstnS0k41l0TUdR7A8esXSW6mo/WVRymobXYSeN9WVlXFi5XDVq0NlZw3jcEvNLSJyMmA8eIgJtgSqmtkyiWCt5uXh2qWDn0Z9eIlTnZynfL7G3J2RrPn5xfJlQjZ9EJocsi2yo9orTsYvLHOoLIWA2aX9o0R7p2pw32O3rQNMMOsuqcUmln/QSHg8EUxz5VP8NE7cA212Uo1fZwcNlYacdmaLxn4VXAz6gB1Or9Xg0KX+FqbB5MhNiAA8B0z/rjaVv5rMYd7V1sXByFUXRCDg8topAADlmkJvLkAOMbnvUpNLjZvjcHJlsvkVKT5iVNSv10rs7ZGsGvGdnmNN5CwQBiCes78xqPMmhjjDn8z3k2huqCkQLYHUtzsHdzWwl0kiShNfr5HSRFmV6aYMHzk3ygiNdP9+EPAnMrWzy2R+cLnhfxZIZKss9haheT0s9Zy5Zi+fk8joBn9tMXTkkltfsnk9z65vsbmtAFEU8LpmTg/ZIlwH09gbRdB1vwMXEtLW/AHjcDiTZrCI1tumgfR4nF7YiJLJm5O1QW5jlmBUxfOW+vsckWoZh8C8/eohI3oognslyqDVciAh1NdTw0r3dj3PWrsTXLlywbY/Or3O0toV0TkU3DOYNOzEUUuAZB1CJepOUuZ0kiiKKqqFzftYkYNXlXjxOB+m8WL/C42ZgaMFMiQO1NeW4ZKkQ+dq9I8TJpcvO/AKZqIJDFM1UoGF3eQcBNSoSdgVwCjKVLi+nI9Z9r2NQIbq4TWwGA8qzDo4r04VxRdMJdlTi8jvNjgnb2vdouk7Cp7Oqmd+X/f4K5ooiXa2has5NWX9vX0cD/csW8fQ5nZybM7cHFld5cUcXz+/ouPpFKKGE/xnMP57ID6bj3NV0Du6i8Z8KwzAeyP/3+4IgfBO4IAhCwjCMf/8Zu74b+NbjOMZiVGEK8B8XSmTrWQrDMPj0144zMZU3jpzfoG9XAxfzhppNNQEGi9zNB0YX6dlRx8j8Kg5ZorusksFsUVXV8AL7+xrJ5kzjyJlN++I4NLrI4d5GVNXsBzc4Y6+0TasK5V4X2ZyKqulXRE0yiRwT4+axNjdW2iwQaip83Lyv7RrOzuPH9x4dLhAtgGQmx+62FqLxlGmBsC1qksupeGWZTCpHGuhprSt4VwE0V1cwNGLN+46WWsZmzaiJAeQEnUuTlhVAZ1cN4ytm5CtYVU7/jGWBcHphgc6GSmaWTRLd0V1rMx49N7NIb7iOtKogSyLvvO2xjWIXozEG5uzXLK5maWmuIqdp1NWW8/PIgX7z2FF++9vfKWwfqA/ZSMSeznpOZa0qTnHZujeiqTT7W0P057VvjdV+zk9bc7geT3G4s5FoKoMsilRJLk6vWCQ2shbn6OE2UqqCYRjEdLuL+/JmjI7uKjYzaXKahm7YRe4+1cX4pTiQI+LIEO7xs5CySHDZosxA3kfO5ZCorfARyVfeBnxuBseWCsRvLZqg0u9hM5Yn67tCnFqw5mEislHQO4oixEX7sS4uR9lZVYskCHgcDo4v2wMGH7r/OOcfnSWTU2kLVfOGFx+44lqUUMLTFEuYqcTtuPza4lXGHhOGYUwJgnAGeBPws8jW2hP14xIEYbu27KeiRLaeRdB0nfsGJkhlc0Q3U7ZWMQLgSBvsr69H13V85e5C1dvl8UBGomwNdENF3GbXU1bm4tLkCql8u5FdB5oKCwrArs4QZ4uMIw90hTlzubG1YZBN5AqpttlIlIM9Yc7nhcMtwSouFgnDZ+c32b+vicWNGE5Z4nUv2I/7CeiDriVec8devvTjcyTy+p+agI+zo3OFvo7VAS8el6Ogm9rV0lBIGwrA5lYKl0Mmq6iIgsFaxP79jCczdDRWI8sSZWUuThRVLwr8/+z9d3xceXn2j79Pm16kGbXRqDdbkovc197CFiC0LARCAgmBdFJI/YbklyfJk/rkSS+E1CeNJJBAChAIENouW9wty5YsS7Ylq/eRptdTfn+c8Zw58hbvsrvZXXS9Xn5ZZz5zzpw287nOdd/3dYPPkDnYZVoguF0Ki1WJ3TpQ0+QlLhYpqtpt+UEOWWK2kCSRN1X4r0xN8z2hp558o7VB3nlkL/96bhQwiZ4mwVS5Em4+nuDTl6/ytv0DT7n+s+ENvb083Lubha0EoiCwEbfbVozeWOXetnZUVQMNpjY2bOOpQgFf0EmhpKJKhi3sDGYS/eSquU57TbDirA/g8zq4OL1Epqz4tUftZH5vb4QzMeveDddUeWcZYKQt8lUq6dRlvGyKOVyCRIsYZKwqPF8oaUSag0TCZj9Dj6Jw5pL1G57Nl+gfaiZuFFF1AzuVMjs1NHTVEEsWUTX9try4Rq+fa1O32mYZ7N5Vx0TMOlc1ayIfH78ImPlle3sjz9gjcwffmHg5Wj8AI8BPCILg25Ykf6vp6qXnsRtuzLDiM+E4pqfXc0W8vO74nbz5jsiWIAgR4CcwD/ow4AMeMAzj0W3vCwK/iRk3rQUmgd82DONjd/AZRzANzB7ANCSLASeBXzQM4/mciG84fOHCJL/wD2ZTZAyDwbY6pqtUk5Kqc+NW+E6Ars46ppdM1aQ5FODKxHJlAro0uUhbcy1zS6Zq0ttWb6uqGr+0SP9AA4WSiiyJzMXsStfY9DJHusyqKococv6yPVyWKRVpjtRQUjXc7ttDW0VNqyR7PzYyxTsf2v8/UmlVF/Tyo28/wWefHEeSRNyKwtkt61hiiSzHhzpJ5wtoukGuYHfm30pnUY75iOeyFFWVjiX75BkKehkvXxNRhNZoDfNr8cp4QTEYL4fyJEkgWhtg8ZYFQsDHxemlijHt2NQyTWFfxVOqv6uRM0uW0vVHj53kvq52fC4neVWlLRC0ndOffP3d3EjGMACXLPPkDfs1+49L48+bbKULRU6Oz5LImcTvUEeU+Sp19GAkYgvHHu2MMnzNMtlFFCoJ70vxFEc6W7hw3bwfm0MBLs1aDxaz8QTH+6MsLSdwKCL1TQGb6e7spCb4kwABAABJREFU4hb3HO8gjdnPMFaVIA9wPb7OwV2NZNQiqq6TuGbPoxIS4JwSMNDZcmWo8boqnl5gmrJemjL3J+h12SpvvT4H5zZWKsQv7HHjcSpky2R9765mzt4KUwqwUcxaIVADtColVUCgGCvR4vWbIU7RyfgT1nkwDPjjf32MY/d0kS+p9DSEecPgSx+K38EO7hD/BvwM8P2Ypqa3HOW/B3jSMIyl8mttgMcwjIlbKwqCUG8Yxnr1xgRBOIRZwfgvz/ShhmGceT47axiGBtzxuneqbO0Cfg6T/V0GTmx/gyAIMvAlTCfXD5ff+03ARwVBkA3D+Idn+YyfA+4G/rX8GU3AB4CLgiAcNQzj6h3u6zckSprGX3yuymBXEEjIJbqbwyiSiM/n4txEVXKtAX5B5khLMxgGLpfCxlyiepj6Wh/ZdJFCQb2tqajTKbG8kqioVXv3tbCRtNSKwdYmLkzala5L16wwkVrUWVwzP29tM83+3c2MTpiTTHOkhsvT1qRx5sosXzg9wRuP9389p+h549zEAlfKjbWbQvZk/hq/m3PX5ivhxJZwwOYS33MswhMpi0QkOwzExbKqIkAibU3Sug6KLtAY8uNQJGprPZxbtM6Dphk0+LwVHzKnLPPklvUAWFR1usIhfC4nJU1D23bRNEPnnZ/5FzbzZgjrjx96M2/ttc7pyfk5Tm9Y1+hAtInRRSu37gdOPP9Kt787eaFCtAAuzC4y1BYhUyiiiKJNJQW4sLjIof2tqOhIgsClK/Yipc1cjpbGGoqqhs/rwkjac+NUwWApbZ4b2Wsn8263wrmtJZIF894daKq3jR9sjTC8aX1XDna2sHG5TMgMkPMWQU3ni+zviBAv36/R2oAtPJ/I5DnY3UImm0eWJFxNLh6fryLr2Rz37m4nW1IxMChI9hDmSjpFb3+YWD5LQVPRN+3X1CMpLN00H5jWBIHuhiCLq9b3OFcDv/cl0/TUIUvsaqyns66WHXyD42XYiNowjDOCIPwr8DtlgWcKeB+m+PLdVW/9B+A12BPaZwVB+AQwCqSBQeB7gRTw68/vAF5Y3CnZugDUGYYREwThbcAnn+I97wCOAO+rIlZ/LgjCvwG/KwjCvxiGUXyK9W7hD4DvqH6PIAgfxzx5P4f9ZO8AyJdUvvVPP8pqMk2xpNLpDNrG6x1uboyV+/ZJIi1tNSxUqSZGXme0/AQuyyKR+gDL62XVJOTj8pXFSihm/NoyDWE/a2WPqN6+Ji5UG0dOrtDSFKRQVHHIkq2cHWByeZ39/VEEQcAhSly4uM04UlPp6W2gpOkEA25mk/b1S09lZfES4OrMKl+9YNknrGymOLyrhc1EFkUS8QfdnKsilQuxJEdPtJOSVAzBYF2wF9dMqwl631BHophHVXXUcfvk6nY7uFG2f1hJpWkIe1mrIrGapnPppnnNvE6FkM/NZtkCIRzwcH5usdKiaTObo8bnIl4OI+7paOT0hkUifv3kI7ymtYOA00W2VOQPT560dkSAhWKSe7rbcSsKLTUB7ul+anf5O4FDtv/UuCSJ2fUt4mUvtqOt0YpiBzDQ0cSTy9a+Hu+O2qr4HKLE1IZJMlbiKQ52Rhkue5A1BXw2wnNjYYOh3ghXF9ZwKTLte+p4cqNKpV1Z596udrKlEhIim7qduA3nFniguYdiQcUwYGbR7m2VyOXx+BzkSyo5Q8WpyJVkfTDDfdcWTIW5IefD4ZQq18jjULi4skKy3NexNWRvozXUHeFsVW/Gujov4nqZrBsgVlWUqYYBYRlHXMLpVKit8zJc1XS7qGr8wZef4E/e9c3sYAcvU7wXkxy9FzM6dhl4k2EYTz7Len8KvBZ4G+DBzP/6BPDrhmHcfIb1nhKCIBzHFHt6Ma0ktodVDMMwnlMlyh2RLcMwUs/+Lu7G5LKf2Pb6v2ASsQeA/36Gzzj5FK9dFwThCvA/I2m8zPGx0yNMr1s//KqLSi6KgEF2yZqkdU3HpQs0hnw4ZJmQ38OVKrVAVXXqg14awwEEwZwMz65Yl71U0mhrCeH2OCiqWqXH4i0YukFhI19RavoHmm1qRXe0juGq6sWhnqZKnpYBaBhWovgiDPQ0Ml5Wk9qbannTiecXvno+GBmd5zd+/7Pk8iVqG3y3JfOXilplwu2I2vsV+gMuHssuklPNybavzu7MfyDSzNlla/Js3t0AT5jn2QASmvU8UihqdLi8JLJ5XIpCc8jP2JylNGUKJXa1NNDaoCMKAk6XzJPTlmqSyhU41ttGXDNbLhUEu7dVopDnzZ//W5aySTBg0NFiG98XaeKv3va253j2nhrfe+IQ/zU6wfU1kyDtjTZxbta6/4YXl+lqDJEuFZBlkdWiPbQ3HF/mUK/pV6aIEmeubutnmM0xGGlA1XSCTiexZXtunLMkwKZKHhU9us3jS5KYWFxnq6y8HehpxMxiMHFUbuXChHXNDnRayfoATodcqZTcSGc50h1lpFx521jrqzzQAKytpTl4qIX5dBKHKNPY4OPkrEUq5zeT3D3YThazJVOKbVYQ2RjHBltJFQqomk5y3T5edBistepAgQ1FIyS72Uhb5/JEVxs72MHLtRG1YRh54IPlf0/3nvuf4rWnff9zhSAI7wX+DtPN/how98xr3BleyAR5J6AC29WrW9/0gzwD2XoqCGZCSSPPLzHuVY8vXbGnss0l4gzW15HKFtBUjVLOrpq4HA5uzpg5WJuONHW1Xja2LEKk6gbj5UnC41KoCXqIJ8zLF671MnJ1saIwJVJ5gj5XhVwNdEW4WDUhLc1t4nUp5IsqHqfCatw++c2lEuza1YQkCbgdDs5XJRELgFAyONAaQdd09vQ1I0svTb83wzD4q394jPWyyWr6ZoGhY61cKFfOtdQFGauaPGcWNzk40MLsWhyHLFE76GeuKtn62kaM+9rbyakqgiCwkbOHyy4X13igJ0IuV0LDYDVjr242dINSUaNU1FgxwO92kspZalkRnUvz5v6EfG5bv8Iar4uza4vkVJNcNPi8uGW5snywpYmzW+XzLkDcmcIhWarLT999923nJlaYoWTkkQQHDa47f7BzyBKvvz+CtLZJSdcQ1+1KpSDCajDDes683+4KtLKYsBSm/rp6zlW55x/qamakiry7JIUrVUR0f1cTY9Mmma/3e7ly3bpm14ZX2P9gI5fKfQj3NTZxrqqKc/jGCkf620gXiyiCSPaqPY394s0lM8Sp64gCjF21m1pvpDJ0eAKUSho+wUHMsF9zMQexGZNgO0qCrY2WS5G4mFmuhHp3h+ps6x4MNXNhxjruvQ0Ntr6PDq9iBlEw22T11ddVyFZLTYB3HNzDDnawg2fEL2Dmm7/2Vp7YC4EXkmxNAgpwFDhd9fq95f/vxP11O74TiGIe/G0QBKGG2/setdz+zlcnfur1d/Pdf/NvleVDdREuX7HujYFIHesblmqSLliTdL6o0h4NkczkcTkVmhqCjFc1Rc7mS+za1UBLs9nP0OlSOHvZIkSZbIEj/R0ksnk0Tb8tzJctFPG6XeRKRdKlAtH6Gla3LKWsubGm4pN0K5n/xpxVVSWoBmPlyfTqjRUeOr6LvX3P5xZ6dui6wb9//AyZVJ5sscSVCfv3K79VoCMSoqRp1PrcLK3aQ5y6qrNZJmeeBidU8UK/w8HwyjLpovkMsr/J3s/wbjnKWFVi+MBAMxczluJXqOqynMjmGeoyLRMMoL2hpkK0ADbTOY50t5AsFpBFEXfYweNL1kPZWjrDa9o7yBXNlktZw07sVgopuiINxHI5SrqGJtjVy9nMeT45b34VRWTe0/XnhJ13Flpczyf52PyTFHST6G0FMtT7G1kvtzra09fEqS1L4RnLrlLjdpEuFnHJEsmEXcG5trXBvmgTogAuReHsth6UeVXlYHsEXTfwOh2crWo/JQBNczLpKYVCQcV5j/04HaLEzHyKWNbct7vrW2ydAQa6Gzk5b33eXT1RLk5a17BWVZhcNZXP9c00+/e1MFyuzA3XeBmtTuaf3+TwwWZG11dxKgrdXWFOxqxrNrG5wb0tHWRKRSRBJLtlJ36jm2vc29tGvlRCNwxuJuK28a1cDq/XDHHmUcmrJRzy7T05d/ANhpdhztbLCO3AB19IogUvLNn6GGYvor8XBOEDmAnyrwd+pDx+J+6vFQiCsBszDvsE8I9P87afBH75+ezsqwFHu1r5trv2cX09hihA4qY99DK5tsH+/VFyBdNfaHPN/oStCwZZUSdbKqDGk/g8TtJZi5CVVK2iCNQE3XhcSsX6oSboZnhyoZIYXlfjtbnED/RFKhOMACTiWRyKZL5fgFi1giMIbFGkvTWMrIgEXE4uX7QmM8OAf/zkGX7n577lhTlx2/Dol6/wVx/+cmV53/HOim+SAZR8IjOLZqHL4nqCod5mLl83x5vCflt+0PToGocejDASW8YtKQzUN3Bmqao33soKd7e1mflBokD6pF3xG7+6zOGhFtP1XISrm7dbIDhrHeRLJXKiajPrBCgZGhMr5r42FwKWWScQcDi5MLNEtmRew/ZCAMkpVELCB2taOFvlWP+/Hvsi//G270ASRQxD58m1v6uM6ah8efmPeWPzr1A0zLZLIYc98Xo1l+RrK9fJayVms6sVogWQp8jQUIDajIuSoaMKdrKe11QCPheFtEbB0Oj1hJjfrDL79NdwdcIipf1dDVxdWKuMew2pco0woLe1jhvz5rms9bm5OmG5vF9/bJHe14W5HjcJ0lA0YmsGfTq5yP5oHel0AUWW2DLseXgX1pY40hs1k+cRuPKkPeoQj2XY1VqPpul4vU7W5uzfU0EQyOkauYJGLmsnU4oocnVjnY2y4ncwZH/gGKpr4syNqkbWXc1cWLLmiKDbxVzcPG/r6Sx/8NUn+ZU3PcQOdrCDp8UCT22u+nXhBSNbhmGsCILwMCYx+lL55STwY8BHqIjbzw5BEJqA/wK2gHcaxjaXQQt/BPz9ttdaeOpeTK86JHJ5Pnt1klRZsTrU0ARVvpT72yKMjluTxt6uCOMTtxruQl63JrhkJs/+nmZGry6BYdDWXGsLvcQTOQ7sbSWdM9uKeLxOzl6xJpWNeIa7BzvIZgoYukGmYJ80NpJpIi21xFJZCiUVRbaHBWuDbq7MmZOlLAh0NtWwuBKvjH/zQ3uf30l6Fui6wUf+5mu212bHlhg81AIiKC6ZJ2/aVZOsWmJ3bxOqrhNwu1jetKc0BhcFgjcASkgO+63rUxyMra+SKF+z+7qjsGKRiMH+iK2R9f7BFs7PWhYIulMgEzdVsuVkmiNtUc6XrSFawgFbe5+lWJIjA1Hm82bz8SaXj1NV+UGza0nu6+8lXzSbj29m7OrR6MYK//fqH5PT06hGiW533Da+WdT40Ys/DYBLdPHb+3/dRrh+b+zLfHbB9O0KKE6CTjeJkkmy/ZKHU6vLldy2kMON3+EkVSzfy3XNnJu3LBDmjCRuRSZXMitji3Hr/hKAeDxLV0MIRRDxOxVGx6oeSgVQdIMToXrQdeQaNyfX7ZW5UcNLyadTVDXEbbmwIpDayFVyEAcbo8xUdRvZXV/P+Snre3Z8MMromLXsDboqIU2AocFmRqZvPcS4GNmwxsZn1zjQH+FizBw/0BCpuN0DDMeWON7eSrJQQJFECuv279nw9BJ37WmjVP5uX5lftY0/eX2Wh3//I+RLKiGfh3/4oXfeVrywg28AvAQ5Wy9+O6AXDX8BfKcgCH9Ytnd4QfCCfssMw3hMEIQuYC+mkdglrPDh9addsQplr67PA0HgbsMwVp7uveWu4fFt6z/n/X6l4m9PXagQLYALmyvcP9hKPldCFAU2V+xK1tj0MvsPtlAsG3JO37TZkpDJFvAqMoWCSiFXspSoMgroXF0y14mEAyiyWDH3DHpcXL40X3HKjkRrbBYIe/rsuSaAzVgylatuxWJg1EqEi14Up0xbUy33HHpxWpCIokDf7ghLC1Yro+iuBpu7+Z6BCGMz1m0oSCJXZsuTmGEw0N7AxKxJFBtqfYxWTaxXzy0xcF8941vmeRtobOBsldL1mLbIA3uayeeLSLLEWnpbTtfVRQ4faEHTDURJ4Pyi/RxuFXM0tQQoqhoutwMhJWBU6fclDOYTJpmTa+0E16soXLq+Qqrs+bQras8PemO/l6vp4cpyndKBzMatw2ahEADM/c3ref5x5p/5ib4foaRrXEus8l9logWQLBXYFWilXtSQBBEnHmZVi6xvFnO8prGbbL6EphuUSnaSGsvn2BUKsZ7KUCypyKL9WGrcbm7MmNdAxCyquOWsDxDY1Bi/YBYliZJI9HBzxXrEV+PiXGLFJHJALJslWutnMWWS6GOeZsbi1nm/MbpCY6eXRD6PLIvkk/Y01dF0jIHdERAFHIpkaywNkErm2bvbDHG6Ag4Wl+1KmFtTCBimF5phz+VHFgVu5rZYyZjPridCrVDFpwbbG3iyylriWEuU8zMWWatT3FxeMu/Pxa0kf/3IOX7kdcfZwQ6+USEIwn3bXjqPWdR3VhCEPwVuAreRrqrWQHeEF/yRpswER24tC4Lw2vKfX322dQVBcAGfAfqAhwzDmHyh9+/VhJZau9WDR5GZmF2reF8dbmtmsSrXZM/uZptdw8GuZi5dtVzeJQ1y5TDheizN/oGWSlVVpKmG0Srvq+VYkkO7WljfSKHIEvVeD8Pr1o/88mKcEye6yJVUDMNga5vZ59zGFn3tDaRyBVRNs7mBg6ko3dRykIW1xTwrmyki4W229i8QfvjHX8/5M9Okk3lkh8T6Nl/v1cU4u9sbkGQRt1PhXFUhAIKALsJQXxRd1/G4HayO2/ODIjEnqSW3qehtszhySRI38gm2ymHVY9EoS1X9FPv7mjgzXeVX1hutKF0AklNioZwftJbOcLQjyoVyInljyMfwmkUSJrc2ONoSZWJ9A6cs0Vcb5syste3JxQ3efKwJw5FGFg0c3mXiVRGzkcQG7e43kVHNfoZF7Irf9eQWez/166iGTsjpwSM7yKjWdc9nHZxdNven0V3ALcnkNJNN+GUHwwtWblvU57eFQA+HI4xUKa1JT8ki84aBXvVQoAOGZBrSupwy9U4Xk5+3nvV0TSckSvhOtIAESlDh5qKVj1jSdDqbgwRFCdXQkLY18ShpGkR1tsq2FbsKYah6bmkNBRm5ZhHuPV2NFeNaAE/IxciMpTAPDjRwpdz4OuhxcSm2UlH8zi8usrupjolyOPlAQzPnqpSuU8l5DkSbSOTyKLJMVrKzs/NLixzpbUHDQEbg0iW7X9nnL1/bIVvfiNjJ2arGo9y+t7dUm79+mjEDeE7Jjy+qfiwIQj2mR9Z/V5uSCoJQB9QBc4ZhZMuvScDHMe3v32oYxumn2OQOqvCtQ4P85+hVzpYnzCF/I5eqJuLzs4sc7GsmmyuiyCJrKbtqMnJziYP720zVBLg6bH8CT2ZyNDYHKZRUnF7lNtVEL+gsLcQBEKPYLBA8XgeXry2RKStWXZ121WRfZzMXq5Su3c31rNxKoDeglLcmz1yhxG9/7Kv84Qfe+qIolz6/i0DATSaVp1TU8LrsJpgNjUFGl9Yq+9YbDXNj0bIGkAWRkVskVoDO5hA3l00CFA56uHRzmVLZr+zquSU6D9dyM2mqLofdzYxkrGt2YXmJnpYw2XwRWbrdAmFsZpnDPVEMQJElnpy1qyJbxRx9rfWouo7f62Q2Zg9xGgokKYAKUcNOXv1ukULgAhnNvE965U6oIlst7j5OxSyCdSzcTlYzv9aGASupWtSyifNmIcuhcBsXysneTY4azld5Pq3m0tzV2MJGKosiSISdPp7ctI5lMZ3igeZOCnmTPOTTdgI8n0pwtKmJZCpPSVXNUGgVAj43//ob340gCORzRX7w0p+xWtWeKtfr4kzMvP/cKZl6n4f1jHmufW6Fi7k50mWiuFybIuRzVypv++5q4omsdR7GPRtWo2zDQE/bHxyWtpJ0tocRJRGP28H5Oeu+FwAjq3FwVxQdA49D4WtzN6vGBcKSh3ZnLUVVRdrWfVwUBGLkWSqloARH6qO28d6mek6uWvt6d09LxZkf4P0PHmUHO/gGx/e8FB9yx2RLEIRfLP95y/PquwRBuAeI3+qoLQjCE5gJ7TcwHeDfj6nqv3/b5j6Amdj+ACarBPh94GFMZSskCMJ7qt6fNgzjU3e6r98oEASBfU1N3FiJUVDV28adisz8Wpx4ylRNhvrtqslAV4Sz1y2CdWwwyuXL1g+z6JRYXjFJw2Yiy/6BFi6Wf6gjIT/jk9akcXMxxoGBKNNzMRwOiZb2sC18Mn1zg3uOdJArlRCAWM6eHzS5vM7egWaypRKGZrA5b0/xS+eeyQ/368PnPn2xEkYUgOJ0AsUtUVJND/aEXvXZAmSKRVrrg8iSRI3XxaWqSjQMcDsVhvrNoliXU+HJqzOVYV2H7lwAd1agpGrIkp08CoLAhpBnQ82CCgejdrPP3pZ6zs5XWSC0N3Nh3roOTkVhbKmsoqzDwZ4Iw6smyWnwehmpIjwjGyscaG5idGkVA4MHjigsahYhv56epsc7QLpURBBklnN2QnNmY4mDtYco6jq6ITKWtJt9xpJ5ajabKKgaoteFJGxWwsYA4qbEwpRJBrUGA0mwkvU9kszoTcvssyccslkkHA5FGL9oHUtPm53Mf+Ad91SIucvt4Md+7s384k98FKdTJtQb4uympTTliiq7a+ppbPIiiQK+oMzXYlOV8SR5Dh9tI5dQ0TAoBHWoOtQtNUf9YAOplE5eLSHHt4U4a71cTZTJeRx6I2FuLFtk3dHk4PSa+b0TgK7aWqa3zPvR73AwurpWUfw2clnaQkHmyqa/h0JRLt6suqYLyzT7/WzmszhlhZJoJ37DuRUOHwwhKAZep8Ib9tnb96wXNvnnuc9S0Io0uMK8r+PFKUrZwcsB3zgpN88EwzA+8lJ8znNRtrZb3n9v+f9ZrI7aF4Bvw7Rr2MJMcv+lOyyhHCr//83lf9WYBT71HPb1GwIriRT/eOZixRfp7MYiPQ1Wb729LU2VZs8Ao9eW6IqGyqqJRCxtV00uriyz/3ArhiAgiyLDI/b4STKVpae1DlXVCbqdrC/anbY1USCeL0AeanN21cTtkrkytVwJcfb3NtnG93ZHGK564j/YFiExbk0iP/q2Ey9aPt7ZU3a/sthKkuhrWthK5yiW1Ns+N+B2ce1WfpAoEK0PsrhuJbkLDpEL5YRpRRJpqvVXVLsan5uLs8sUyvlBW6ksDQHLJX5fe6QSBgSYWFgj7POQKRRwKDKb6jYLhOV1hiJNiIKAS5ZtBplgKkIHIxE03cDvdPDEvF0Jc/glpFqRvKqS1+0kQcLB2fUsW0Vz347UtVAdL9vl7+DJqtDxwboeTq1Z95uS8bGaNt8fz+c50hXlTNnBPuLwc7kqt21uLcHR3VEmt2K4JJkuby1nq/zKbsQ2ub+jnXy2ZPYEXLWfhxtzG/za+99AbcCD1+1gX7e9au/I3b18/uz/RhRFtjI53vjhv6+41wPoIZWLCXPfQgk3PtlRUba8goPLM2sV4lef8+CutUKgh8ItDFdZcCzW5XDMmy2dDEB3C3Dr9hAgXyoRCnlQHCL+gJvzMeu+NwCPqHC3rwXBAIdf4atLM5VxTTfolGsJy25UTceh2iMZJV1DCECaImmKdLvscevuiIcbAatv7qPrg7y2aaiy/C9z/8Uja1a7t93+Lo6F97ODHezg68Mdky3jDkoXDMP4CcyG1c/2vl8BfmXba/ff6b7swMRXJ6crRAvMDL76lgCaWzDzSrb5gAqCQCJTIJYwJ8/9u6IsVildPW2NnKlSSY70Rxm9ak38itPBxIylCAztbmas7ElVH/IxVpVTM3ljhcH+CFduLCNJIn09jVy4YW1r/PoKR/e3ki2auTexvH3yvLi6zC9+x/34XU4CXhcH+l48+7Tv++EHuXBuGl0zdZOeu9s5t2TZCIS0qhCpYVAqWCqirhs4nTJ+rxOnLBMOeblclUxf0nQaa3w01vlNl3e3zBPXLBKbVzUOROsIhbyUtO3dDKGgqXhcTrJFjayq0eKutTVw7gjVMjpjWSDsaW9kbNm6Rg6fzPCydV0GGuoZXzcJUJ3HzfDqcuUe+q9Lad5+dwtLRZPk1Dv6uVaVGH5+Y4F9ta1k1AKSKLFRsFsgXE1NcyS8C103EHWJk2P2Aoz4Sp7Da02oqoYn4GRYt1fKSSmB3HyBHAXSUY9tzCVKXJtYI15uTTTY3GAbf+3RvmftMiCWk+prvW5+7pvu4+c/+UUAGsMehpPWvblZyHG0sZXNfBZFlGjIBTidt4jfejzL3c3tps2JAdmCXVWeL6Y4vqeZrVSOoqpS0Ozjgl/ipseUxmQhSbMSYCFlfQ9rUg4ulb9XTodEU6+vkhDvlRWuVhE/z5ZCnc/DRjkEOtQZ4dxmFVlPrFPjutWyySDYmCFW5bryR5OfodfnRBBKJIoZHq0iWmCSr6n0DEW9SKOrnjdG7reNf3T0Ev9w+SJZtcTDff188Pg9z3AFdvCywU7OVgWCIJwAJg3DiD3rm+3rScAxYPROuuzs1Py+gvH2A4P8/akLzJUn31qXm0vTS+RvqSZyhvoql/g9vRGGq/sZzqwRCrjJ5Io4FZl4zm5yOR7bYE9vxOxn6JDtjayBVKnIYF8ETdfxepysjW5rkSJKyAhoJR1tW3WZyyFxfTFGvJwYPrQrygxW9dgb9vXxrgcOfD2n547R3dvIT/3cm1mc38TpUvjKgv04Z5c3GdgdIZ0vomoamYw9pCkIAslsASiQLhQIBzzEkpZqqMswMmtOnj6ng1qvu5IQH3A7uTi/VHF9D7pdNpf4fZ3NnK8KGy5tJPA6HGSKRXOiz9ktENY30/TVh5EEEY9b4fSqPSEaA441R9EN8DhlHp2fqT4SEsl2tjQ3BU0jELBbzUiIzKYLbBTM35Wj4TYWstbvU5e3lVMrltJ1uK2bs1UGnvUJJ+MLZYK1AocPNnO+7AlV7/Vwea6KrC+uc7A7wvDCMookcrCmiZEq76srS2scH2glly0iiSLf+UZ7k2zDMPjjLz7JeiqDqun80lsfxOeyjudt+wc40dWOS5HZKGR4y+f/FlWz7lFDFbm2Hgcg5VRt/QpdssT41FpFGWttCNpCoEcCEUbHLMLd1WBv6USzWKmhVg0dr0dBSIFLlok4fIxVrVsoanSrfqJ+HxICfqeTxzcssp4tljjsaaagF9F1g5JofyZOFvMMdtagZTPktRKyZL+mbW6Dj8/9dPmcQZfvbm6krevgk518cvELgJk/1uVrY5e/yzwvxQK/d/qJSu/Nv7xwljf19DJYbzfu3cEOXuZ4HPguTK/Q54Ka8rqv4w4KAHfI1isYLkXmZ153L39/ehhBFPDpMifXrR/inKrR3lVHbdyLpuvo27TJfEnFKzopFlWKRZXWaC0LVQ2kO+pqGb1qVU0N9DQxftNSI9yibFOzdnU2MHnTVIRCNR7GppYrPQXHxpfo21Vfacjb3xPhfFW47OLkIvv7msjkiyiiyA/c/9Im7r7hLUOVv3ddneNHftdy5t+7q5nhKtIw0FzP2laZWG57QswVVDr9dcSSWUQBWhtquVRFItKFIgdbmimEAoiSgNft5Mkb1jVL5PLc09dOplhCM3RK2ElqPJOjMxRiJZ+ioJqmptWo83m4ulxWlASD3s4w17csQuSSZM6WW9OIAnSGa7mZMEluyOtgNDtLXi9XwsVytPpqWcqZ44M1bVyoSmIf2Vok4q4loxaQBZH1jH1fr5TmONTahoCAQxcZ/4qd+OXnc9yjN6CrOg6vi8c0e4GGJykSWBDQDR2jx75thyQyOxcjVva++tSXLzH4g1Zo+qvjU/y/R89VlgNuF7/w8AOVZUEQaAz4AJPg/sS+e/jti48C0ODyVfLcAOYKCe7pbWd2MY5DkmirqeHMdFU/w7UE9w21k9FVBAH0RbuSNbUWY+/9TaT0Aqqhs56xF6rkVRVBN7s6rGsZQh4nW2nrwcddkrgwYZ67gNdJMOgiUc55dEsS169Zil9NzIW3QyFTNq492NrEpaR1za7HSjjdCoXyNR4KxSjbtiEI0OycZSXTiGgo+GU319PTlXUNDP72+qfYKz5ItlRiOZOqEC0AzTD4r+vXdsjWDl5pEICwIAjPtXFoiOeQ+LZDtl7heOTGNBfK3kt+h1018TsdjF1bqri++z1O/B5nJW9qX08zF6tCe0srcbwuB5l8EXSdYlXdvwCsrifpaa1DkkQ8DoXLl+2To2YY7Nvbgm6YVVVnLs3Y1g+JLppED8WSirgtn98hiazPJyuK0FcvXGdXc/0LcYqeM470t/H2B/ZxfXEDQRCIF+0hzvHFdY7sbiFXVDEMneVVe+5arlBEFkxbgmQmj9fpqDQqBtAFGF00SWud32OZdWIqXxcXlkmXrTKaAj6bS/xQq72KM5MrVlQXAyhWGdViCBgpnUavF6csU+tycbEqpKgbEJCcHGtqAQOCdTqns1b4VDV0Gp11KLgpGRpsq4TTdJ2sKrBWPrZ+r5ubVWJ6p7eec1Wq3H27ooxNWqpNrapw9ZbJ7jXY90Azl1fM8xJyubl6bbWSUH/5xrLpEj9v7t/+5iYuj1n332e+NsY9B7upD/vIF1X+/Kv2YuaPnb5IoM5FQdfQDYOfPHECh2QR1fujXfzHzGVKuoZPdrGWsl9zA1jLm/emZ1u1qiKLjG2ss1Fu77MnYL9v+/c0cCpuEZ69NRFWs5YKHBRdzJWTutJaif6uOrYum9/her+XyzNVlheZAvtamkk48iiCSL3Dw5kqn674Vp4T/e1kvKbliurIW91pgeVMhofqI8TVFCW9hGHYW0/l8x4eHzMtZSQB3nCgjrWidU+sL9Xxy9fMh3hFEokGAyyWQ6AuWea79780avQOXgC8QsJ8LxH+qPzvueKOz+IO2XoFY2pjk09drjhqkCoW2d3aTFM+gCQK1OoOzq5aqkkqW+DEQAfZvBlyuGU4eguJZI72SIjVgk5BLeF02G+PcK2PyYWyamIY9LXVMV3Vz1DxKJVqRQGDjuYQs0tmbkrQ5+bKtWUK5XY+48MLtPXXMrcRB2BfW6SyLsDffeEc9+3rojbgIVcs0VFfi7TNyPLFQq5Q4iuXpti81bev257Mv7+jyeZXtr8zwuh1iwDJTrlybuOpHPv6mivJ/5GQ39bPcCOV5XBXlM2yBUJtrYeTN63JcyWZ5r7udnIFDQyDXMleEbi0mWRPQyOJdI6iqt3Wo9LpkLiRNZWU5XSKZr+fpZTFiByixLk581hcKxKRfj/r5TChX3ZxeWuBrGaSqdVckpDDy2Y5YX5vTRvDW9a+zueXqHG4iRdziEDWHlXmim+T3dF6JEHALSuMn7HWFQB5rsjd9c0YuoHbqXCyZB/3eB3U1nlM4rnN4UaSBH7no19lvaw47jlkz/Hb3dHIH50+VVn2Ohz86LFjleU/GXuCqZSlAB5paudM2c8qrHgYnbUU3WuxGEc7mjk/s4RbkRjobrIVBowl1/nmA71QMnApClcDqzbr5dH4Mr9012upcbpwiBL/+ytfse3rMhkcu10UNI2caCBPSxXrEABXVuDqhLmvuZDPZj6syCJX1tcrOVzRtA+lVqRUbsJxtKmB8ZRVEDKy1UyXbx6jrKCOLOzjVqmlZsDSSiNy7ToSCh4jzMkpqwyzpOnUKR4aAh5kQeRIawsNXh93CsMw+MG//yRji6vkSyV+99vfxGsHeu54/R3s4AXCr36d608/+1t2yNYrGn6nA6/DYXORR4LRdXNiqHd7cDsVcmVXd49LYezGUsVGob7Wh1ORK5Vx+3qauXTDIg0J1ewFd8sCwaaaCAJZo0RDg+kkH/C7GJuySISBgMvjYP+gOel5ZIXTw5Z/kK4btLp9OIICqqYhbmvIZGDwY//0GVaT5uT5C299gO84MfR1na87gWEYfOwrwxWiBTA6tcKRXVEyuRKyKJBK2xPDL00tcdfuVkqqjiGY+UTVSGxliUheiqqGsyghCgLVqfBiFhamzFBdsSloyw9yKzKjN1crYaPOhlqb8/6BlgiXqnozdvnD1rFgoHmAckSqpOsE3E7W0mlcskLE57MpXfmSRjjXRNgbRhQkgi6JU5vXKuNZrcjeYDt1SglV19G31cxk1AIRb4ACGUq6jkew/7w0Cz6uT9/yKzMY7Gzgxk3rXLl9Ti6PWa2JujvrmFoySYXf52RscbWS23Y2t8SuaIjZRXPy39PXzMWqe3d8ZJGugRCJXA6HJJFW7CT1w6dP85379lHjdhPLZ/jvBbt/8kYhzQFfFE3X8YkOLqjbCqplAcMBWbRKjuQtKKLIB99yHy1BUyH69M0r/MQTn6mMv6a5i+/ba+WYZfMlfv6rX6os17m9jCRMBTBNkbt3Rbk8an5+yOviStX3bG0zzdDuFmbXt3DIMo2dQZ5YsUKci+tp7m7vJisUQQCPM061Z+/lRJpS5p1s5UsUVZ1YclubrS2Z9St9aIaBW5Gp8TpYz1ph0EBBqTx4zN/c4rsPH6Te7+VO8NWr07YQ+v/5zCMc727D63Q8w1o7eEFgCC9+O51XSLsewzC+XrJ1R9ghW69gNPh9/MxD9/DLnzOfjJv8Pi7NWWGa9VyWE7ujbK1lcMgSYZ+Hc2OWWrC+leauoc6KWlLY1s9weTNFf1cjW6ksxZJmSyAGcLoUpmLmZCglkzTXB1mqskCQHVIlIV+RRRrr/KxumKqJz+fk8sxKhQiub6WpD3pZL1dKDu5q5lxVQvQffeFJHhrsoTF450/OzwX/7xNP8i+fvUC+WGJgj90Y0iGJzM9uspkwCdj+fnsy/97OJs5drWoG3B/lwrQ1OXsdTuaW44DZg3JoX7QSXmv0+WwkdXElwcGhKDfimzhlmbZADeeuW9u+ubbFPX0d5AumX1l143CAqcUYR/qiZApFVENndVvRQ6mkY2QhR4nVQoagx8VW1Xt0UeZcub9ijdNJoNZFsmQSPY/kYDi2TKpkfmbY6cErO8mo5vLemjbOb5gKjyBAXN7ALcvkVLNqz1NddyAIbBoFIpEgkiLh8zltHQoEwIHA0EAUBHC5FB6fnLH2E6hp8aP6RFPNc2yTugwoZEtsxc1j29vaTLXBx8HmZoIul3kcLi/v7NrPJ6YvVcZDmp/hKk+yw61RRsqKZNDtslV8js2vsr+riUtr5nfv3fv2VYgWwMMdAzyyOM3N5CZuWeGDQ/buIO8c3MuX5m+QKhYRgEuz9irNWT1Jc18tJV3HJ8gsb9ivuaRBfN383jgdIqJskXFZFLiaWGclZz607NVqQLHW7XB08uWqCuPBmkaWMpby2Sj4WTHMbedKKr3ecIVshZ1uxqrWTeYL/O5nv8b77jpIvqhSX+OlrdFuPXH+xgKnr8+RL5aYjNmLv1aTaW6sxtjfFmEHO3i1YYdsvcKxt72JUKeZiyKKAmLC/jRhGDATiwPQUiohS2KFNLkcMmOzKyTKDYjbGmqQRKGS1L63M8JolWoSjLhsVVXV/lOabuB2yzgdEk6HQl2t10YiSqpOqMVHfb0fURRxemWevGo91RZKGkONYRr9PrSnsK3Il0rktrmEv1CIxTN87DPnKyHOsdFFegcauL5khkj3t0cqbYsALk0sMtjTSCprKn/p7UrX5BJHBlrRDB1REBiZtCeGx1cz9HvClEoaPslBXLfH23QRNvK38u7s1WNOWWLixmqlinNXmz0/aF9HE8NVhQf9PY2sYSkRHt2aaTOFIvsbmypkqynoZXjTOs54ocCA0kLekUESRIKyl8fXLHUyVsjy+vo2NCGPgUEiZ09f2CglGVB72EiazcdvWWvcgtvrYCoZgwJIGWhtrGG+qvm4EnBUiigkSSAaCrC4aeYH+ZwOxmdWK7lwq/EUDbW+SuFC/6BV6Qhw/eoa9a1e1rIZXJLET5+w+7b93P4HmYzFMHQDp6Bwruq+B9jSshxpKbdkcjh44qbdg+7uplb+8q0P41IUvIpiGxMEgT+6Z7t1oIVTS3N8ecEyUb0r2sbZOesaRhx+RqoS9u8ZjHJp1LxOAY+L8SrCMz+7xZHjLZxdWcSlyAz01XMqae3r6GqcN+3qJ2vkEAWRjU0nYOUcXomvcl+4m3xRxdANZsph/ltYS2eo83vIqxqSKIAoVjcZILaa5r2/+c8ANIb8/NuvvreS41ZUVX7xn/+bpbJJb1PIj0OSKtYjd/e07xCtlwiGUVUd+yJ+xg4s7JCtVzj+8MKTLJeTYzbJcXdPG8NlZ/cGt4crVdWCC5tJDvdGmVuM4ZAlotFazl6zJte5tTgnBtorqkkma7c4mF7eZGhXlEy+gKrpJNLbVBMMMqJORi2QS2jUBNwVNQhAlqWK27rX7aDG565UUXlcClemlyshTv+mi0Ctk2TZAuFthwbpqN/WWPDrwNJGgn979DL5oko+XagQLTBVlXrZScHto1jUkLaFOCVBILaZqeQHHexrYa6q6fGu9gbOTVoyzsHuKBercrz8HhdXbloK5FBflItlE9TaoJuRVWtsIrbB4c5mRqaXcCkS+5qbGK4ib5Nz69w10EY2X0QSBJKq/ZqN31jl3v1t5FUVXTeYitld3uPJHCHdZXYgyBg43TJZ1SK1uiFwecNcJ+Ip4BRlCrp5rjySzM3cTZKqeY3rHWFkQUQt5wftp4uRBctrK+R3V8i8AYhV7vmaAYJi2lUoikyoxmPLbdM0g1qPm7oaL4Io4hNlTo1aJKKo6rT2hKmN+FB1A5z2h458oUSD0wt5yBtaxbfqFq5vxhietVoy7W9sYnTVIjF1kocLM1aIsz9Sz9VV89gCLic/ePcRAmWl7LniDy48YVs+t7nAsY4WNEM3W0FdsRO/WTXJQFsjuqbjdjmsVlFlyEUQi1AsquS3hQUlAa6l4iznTAV6wGsvwBr0NnJyqurejUS4uGh9fmPIV1H8UsBdndGKJ1iNy8XkdeucrW6m+Iv/PMVPf9trAPj02fEK0QJY2UxxbH87GaOEIAi8+64d89QdvHqxQ7ZewUgU8jwyN2V7bYkkHZ0hSrpODQ5uzttd4gXNIBEr94Bz2VUThywyMbvKVrm9T1+LXTXZ293ESFX1Yn9bA+txSzVxuKwn+lxRpbstzGYiiwE0h/2MXbdX0e1tj5INFZFFCb/HyenxqmT+dJ5jPWZ7H003uK+74zmcmWfHX3z6FP912iwuEIHu5lrmlsotUnxOrkyvVkKc8YkcLY1BFtbMCWpvb7ONPF2eWqK1IUgiU8CpSKS3JbGPzSxzoK/Z7GcoSbaQI8BWIsO+aCOapuOqcbIYt1d5yrqAnAc1r1Eq2BPgZUlken6jUsW5t9euDOzpbOJ0lU3BwbZmLixY1yHgdDG3aR5XIZnjQGuE0ykz1Nzo8TBSpXQtZ1Mca2hhKb+FQ5TpqXEzmrJyndaLMd7ecRyv5MMtKZw+Zc9du5mMc2ygmVTWbD6e2hYC1USDuKyCoZJMlwj7PawlrPtLdklcKBcaeBWFkN/NZvledTtkriyskSx7X/ndToJuyyJhsD/C2YRFGn7t0Ue5t62dgMuFYRj87tkqwiPASj7FrnAdTlkmqDg5V1X5KACaqnFXYxQMgcFow/MmWgCHG6NcWLWuSU9tLaeqnPmPd7YxXBWWbtN8jN60lvf3WrmWXq+D0S2L4E5MbXDwUJThuHm/Hm1p4nLaUievpOc41tjDZsa07xBT9ilheGmZe9vaTJNk4OLGim18Nh1nUKilVNJwlxSmtC3buFOxtre3vcmmnIsiXMtusZg0CVj+jMb9fV2IL1KniB1UYcfU9CXHDtl6BSPodPF9ew/zV5ctP6GQ4GUkZv0g3tsf5fK4lVw7cc2acG7ObnBgXwsXby7hcsgMtjUyXNXP8NrCOncNtpHNlRBEgUxhm2oyt8ahg7dUE53FBXsZeSKXx+VTyBdVspqKy6lUGlMDCBJcmzYnhnDQg9uhVEKFbofMlZurlcnzj+OPcfdgB26HPUTzfDC3usXnzlhVnDqg1DjYFzaT+d1OhVNVthW6ZhANBfHICiVVv20y0HWdkmbaPADsa6phdtWadDoiYYanqibH7giXq0KsNU57ccHQXRFGVsxrWOtyc3XKUgtGZ1YYaGtkfM58bX9HhOEqAnz5+jKHdjWTyhVQRJG0Yb9mF+aWONHZhloudri0YJ88Y0s5+qinpOp4NZmE326MrMg6m6qpdHlzYUQE9PKvqkOU+cDuh6hzmvlKxz2LvOevP1FZ90BjEyNV/TR3R+qhqlG22+uo9BwslDS6/D6TbBmmolK9r5lSid3NddSnfSiSiN/r4uRkFVnPFTje3W722jQg7zZMKaaM9WyGxVTqaUlSg8/Hf779PQiCgKbrfMfmx7m0WGVbIbgrCuOlG4s8fKCf3dGGp9zWs+EnDp7gs9OTLKYTuGUFYVsM/VJ+iX3RJjDAJYhcecKerL+RyDDUG8UwDJSAwqOr9pZMbkOizueioKkYgn0GFIDl9RzzCZPwHN3WyLqvLszJqaqWTL3NnKkyyu3LBrmyWHVvD7RU7ke/x8l3vf5QZWx3tIHvvO8g//DoBRyyRP+uJk5tWNu6tLzCJ8fGecfewWc9ZzvYwSsNO2TrFY6fPHSCWD5rOoZLCv90+pJtfN6ZpuuuRkqGTm3JweSSXVUxXAKFABRQyQj2qipTNYmxcStpvcdugdDf02gzdzzQEmF00iINAY+ThXKfxq1MjgOdzYxeNX+Y62q9toToWCLLgV1R1uJpFFmiLuTjTFUobnEjyZ997HFqZQeFQonX3j9Ab/fzM09sDPlpa6i1ESKXojBctp5wyCINIR9rm+UWKW4H41MrFaK4FksSDnorbY/2dturOKdm1qn1udlK5xAFKsTmFm6ubrKrsx5BFHArCpdHt/mVLRY4XteMoYPboXBqwZ4f5PEoBGvdZh7UtslTFgTW5xOV3KU9h1tsieF7mho4VWUtcaQtWrF+AJPcXb5FKhJw6HA7ZzKmElLncjOetK7JVCrG3Y1dXE/P4ZIcvC16vEK0AA61R3nPkf2ML6whigKFuF3xm1ha467dreQLpnq5sGkndulMHp+gkC+VKGZU3F6FVN5SwxRV5MqMSdZrA248ToVsWY10KhLji2sVz7n6pA9XjUy+3LD9Tb199Nebyq0gCPzmfa/jjf/6EUrlKtAPHr23ktMliSK/+pbX8r6P/CuKKFHrdnO56t7VdIM/+Ozj/NX738HzgUtWqAk4WFR1chTwbnugiLqCtj6Sd/U2Mn7NWq6v8VVCiQaw51AjYyumquh2KVwprZAoFzmcWV5iKNLEtZS5/l5XF2eqQr3n1hYZrG9kPZPGIcoomp34jdxY4q7BKKphICMw+Vl7iHN1NcHv/vBbcDkUGmt9BLx2MvvTb7mXn3rLPUiiyBM3Zzn1if+ojAnA3qYdQ9SXBDvViC85dsjWKxwexcHv3/+mynImVeI/rliNZkM+j6033msGIlwtN3j2B1xcXrdUk0urqxzsamK8/MO+ryNiS+4eu7HCUH+UdK6AJInksJOI4flljg+1UtR0MAyuTdirqtYTaSK1fkqqhsehsFmw53wZgsB8uVdjQdOQRLHiV+WSJB774hXiCXOd8yOz/OUfvRdZeu7eW05F5n9910P80O//G06nTEOtn7EqslRUderr/NSVk/l9DoXTVUpXrqCytzlKOhRA03XEbS1SMoUibWEfqXQBTdNxO+2TZ33Yx9i65Ve2v6OByRkr5Ob3uxgp58EYQF9rHdfKyfp+t5OxBcsCYXhuiZ5IiOllUxLa3x6p5MUBXLmwyK6DYeL5Ag5JqpCNW7g4v8SxNtOIVhIEzs3a83/WFnIMtDdT0jWCLpmr2bht/EDNbv7syA895XkulFQevTTNStwkUXuj9ol0T2sj56tCqnt6I5XEfzCr/hZWTbU0mc6zt9VKem/werhSlcS+lcxxYHeUlUQaRRKpr/NzukqRWd9Mc3x3m2kBIcDb9/Tb9qWnNsxn3vFdFDUNtyzTUxu2jWNAKmkSvWQyT1PQy/KWRQ7v7e98ynNwJ/jszFWubFrflRvZdYIOJ4mi+XnevN0K4YaUpLe1Hoci4XU7uDCxLcS5WeTAoSYMwSxaeWS9OtVAwK37aRZFirqGqNq3bQCFfInNchVnW6u9oXx7Yy0nq0KcD+5vZWzY+u68981HefBg79Meq/ldMb8v93S28/DAbv5zfAKAhwd301df97Tr7mAHr2TskK1XGX7+Na9hLZ1BLpOE/7p2zTa+1lTi/zv6IG6nwkYpz+/+9+O2cbdTJux0mwnj2xPDJYHFrSSrZdVkaLc95NDf2sCpquTaIz3NXKpqZB12uRmfN4lcLJ5h314r5BAKuBmrShpfXE9ycFeU68sbOBSZPk+Q0RlL4bkxvcaXvnqFN75u73M9RQB4gk6SbQAqOTlNvc/FVtKa6AWnyEg59Bdwm82wb4UJ3U6Z8ZnVynKNz43P7agk9+/taeZSlfKxup6q+J0ZgOGoImeCwIqeoysaxqHIBHxOTlWphQIgGAYHd7WAYeB2KTw+MVMZN4DakJdW2aCoakjy7eQzmymxnjCv2aHuKNVTb099HWdvWpP14fYo56uUrmCLw1aheE9rB5cS5ufXOrx8Z+fxpzvFfOLU5QrRAtM1/1hPlHSmiCwKqDk7Wb98fZm79rdT1DQMw2By1t7IOraaokMKUCypeEsO8thzvgQdlpdNcqYW7WRdUUQuFVYrOYap4QL3tXYiVxnl7g4/fceCD33pycrfqq7j97tY3kohCNASCvJtx/c97brPhseXb9qWE8U8+9xRFtUU+VIJYdslDQe9/NMH32P6rekG7//tT9iS5F0DDk6lZ8yFFHQHw2bVJ+ASZSbi62yVH3QWSdIRrGMmEQfgUDjC5WmL+F1cXKY56GcxkcQly8g1IlWuJ5zyLHNofxO6aIbfH77vuYUA/88bXsvPvOYe3IqMz7Hjr/VSQTDMfy/2Z7yaIAjCXcCHgFpgHBi+9c8wjMVnWhd2yNarDiGPm4+80wxnGIZB6pNFvnZzpjL+XUcP8q379lbGH5+a4fQNc3L3Oxxcm1wjWy6nH5lcpLutjqlyP8M9vc0MVyXmjkwu0t9dz1Y2h0OWKW0Llw0vLXFkTyu6biAKAuMX7OGyjdUkfc11qKqO2+0gtmhXwjQHxChAqUAt9mR+RZY4uL/9+Z4m/vDRk5W/02qJ/t4wWxfMCaiu1svojEX8krkCBzuayaYKyLJIMODm9BWL+MXTOU4MtpPPmy1SthtUbCSz7OptYC2ZoVAsVTyQbqG+1stHf/LdCIKAqum897f/mYl5S+ly+ZycnzbPnSQItIaDzMdMUuF1KlxZtCwQ1hJpouEAyzFTIRzYG+HsukX8xuZWaPB72cpkccoKmmpn1ONLawxFmhAAxSnxZOKGbXwpVmKg2I+mGXSFQnhk+3X56y+f5W++eo58UWVPu13JkgRYWUiwWg4X7u9tto3v7mjg9GRVflCXvYozHPAyWibksWSWgz3RSteBWp+bK1V9O5fWkhzcE2V8bR2nItHaH+KxlHXNrsTW+I8bV/i2vmcn66qmW/0myygYGmd+80dxOxSbhcTzwU/tv5fPzU6SKVeSDgWbuTRnXf9VJWtr2fRTD9xdyRsURYGff+9r+aHf+QSKLBEIuzhfsP/uOyWRe1sbEAVw4OZLc9Z50NCJ1vgIyi7TvgW7ClvUNRxhmZJoUKKES7FPGY1ePyfTKybrz8Pnp67z1t121fCZ4FYU3MrXn4e5gx28BPhT4DHg48CXMbNAf7E89qw38Q7ZehVDEAR+7aGH+P5PfgqHJNHk8/H2wQHb+I+97gSkn0AwzFL+0/Mz1jjmJNbWUEtRVZG2hewETC+mpbLL++Euu9LV01jH2SmLYB3rb7b1s6sN+RitSgw/MBCtJJIH/C5Gl6zJczyxyT1DLVwZWUBWBB5+y34aG+whjjtFQVUZWbAnGS8bWeQeN/mSSkYBx6pkM3EVBCq+W3U1XlwOmXzZLsKhSExOrRIvK2MN9X4cskSxPDnu6WmyJXcHCiWb6vJjb7q7MmHLksgvvee1/NAf/hsOSaI24OFyVSNrzTAIuJ0caG9GFART6aoy+yzpOtHWWmr8HlRdR3DazT6LJQ1/XiYeNyhSJBC2k6WWYIDRqvygA/dEGU5WEZ58DefLvfouzq7x+u5dPNjTBZhNsv/6K+cqhRQjN5fZHa1nYskkKgcjzYxesbY1cn2J/q5G4umc2alAsBO/i9OLHOtpRdPMooThmW2J4ckMf/7T78DtVEikc/zkhz9tG1c9EPOY++LZZu6qiCJ3RVq5E8iSyC+85QF+/GOWC/yPvfY4nhfI6bzZG+BH+o7z+OwsGFAq2sn4ci7Fh9/2FtpranDLMl11Idt4VzTMF//4hwEoaCpv+dzfciNhGYZGauBK+rp5LIJMxNPEctYkvIogcW1pq9LX0SPL1Pk8bKTL1a3tTVzcsu6/ybUYtU53RRkLCm6qfbp+42tfo6e+Bk0wMDDYH7L/JuzgZYKdasTngz7gmGEYqiAIJcMw3iMIwmUg9mwrwg7ZekXg4tYkw1tXKWhF7ms4xJ5g9x2v2xIM8oXvft/Tjn/+iatcKhMgEWhrqq14RrmdCpOza5US/bV4mpZIkIUNU1XZ09fMcFUl0sjMMpFaP5uZLC6HgrHNxPLS+ip7+6OAgSxJXLy2TenaTDPYH0HVdTwuhTM37eOJ/SILPQKaYTDWbk+mfi5wyjI/+9B9/MJ/WS1S6hUPo9lyCXpJ5WhPM6NXzGML+92M37AIyEY8w4FdUZZiCRyyTKTGz4VRS5FZW09x+FgnWcMkY9vzpBbXE5wINZNM5NBUnUa3vb2JqENxNU8RKKznqe/y2cJxLkmukFKXIlPn97KRMsNjbkVmcnqtEuL0bDgIRdxsZs3J8UCzvRJydj5GwOMkmS+AAZJmV2lWxrL07q5HMkS8opORCXv14ocePcnYxBL5okq6WLytYrVGctKlBCiWNBTVvm1RENgs5llMm8d2qNs+Mfc2hblQ1fFg/2ALF6oqL7//zcc42m/5RH3bA0N8/KsjAPj8Ti5tWerQjcVNjg60cDa2ABh8+659tPlruFO8drCHX/+W11HSNDxOB68bePq8pOeKgqry8QtXKhYIbTX2lk33t3fy5v5dd7QtpyTzf469kW//4j8hABGfl+vZmcq4aqh0h2TC7gYUUSSg+nhs1QpbZ1WVw5EoHXkN3dAR3AJUFRmnigX2NzYipk1iZ2xTaT1uiXc88jeVCtWP3Pcejjc8/3y2HezgZYQEpoKlAllBEBTgw8B54G+ebeUdsvUyR1Ev8UeTH2WjGAfgwtZV/vTQz+OSvv6n6pVYkk89NlpZ1gGnW2F/XzNCWTU5eXnGGtcMWsIB/D4nJVVHcdqVrpKuQ0AipWqk0Oj22p/AW8I1jFT5BQ31NHO5ynsr2OTj4lxVGXlnhEtlVcfrdTCSX0Er/7j/9+x1/nv2Ot/U/vwmvW8dGuSr16dI5gsIwJUb9hDmQi5FU0cNJVXDKyukt/L2DYgCK1uWMWa1f5Asi4xvrLNR7q/Y2RCyOe8PNTYxOmwRyd/7yy/x4V9/VyXR/q8+YeUHlUoabYaTFVIIGERqA1yuCnHmSyp9NXU0BLzIokhQdnLmkhUmyuaKHA61kwmVMHQDeVuFUDJTYHewnuVUknyphLwtQSjocTMxXfZjMKC/vp7JNav5eKCo8DdfLluPCNDdFGJq1Xy/R1G4MWWR9VgiTVtjDXOrcQAGd0W4WKXajdxcoqUuyGY6i0OWEe28javXlnjdkT6cikTQ6+aNR3fbxt/+4F5Gkqtoho7L5eDUor3yVjIEXLJEXlOJ5TM8V7zj8J7nvM6d4N/GLKIFMBdPcE93O1mtiCAIvHff0HPa3tGGVibe/UEcokRGLfDuk7/PRsEi65LoZCJlktaA5CbocpPIm/e3IghMLcdYK5P3kM+Fz+sgXSrnIzY1MrJhXbMVMWm1ZALqm2SWkxYB++Xhz/HP9383mqFjYNDofn5q9A5eYOxUIz4fPA58E/ApzJytE5hEq+0Z1qlgh2y9zPHFldMVogWwko/x3ysneWv0/q9727UBD9H6oM393OtUGJkoWyAoEo0hH6tlCwSnQ2JiaZ14WTVxxWTqaixVZV93hOGqtiJjqY2KBQKAY5uyMbUco6erHkQBl1NhuMoxHCCRyXFgVxTdMHDUSHwlY2+ufml9+XmTrVMz83zlurW9Yx1Rm2rS5PFxacban7v6m7lUbpJc43MzXkV45tbjHNrdzNXpFZxOhY7ees5UJZnfXNvkeH87mULRbKk0b2cRl8cX+N3/85/k0gXyhRIT+aRtPJsoEMhKFEoqBTWP1+sgkbXInyJKFQIWdLtsyfoOh8SVNcsCoc7rweNQKtWM+9qaGJ21jmUrnrU1J5drZLjFrQRIaQUaXB4cgkSNw8XY9SqlyzD35WBXFFEAL9uajxsQjgQQ6x2UNB3JZQ9xqrqB7hRIpkuglugJ2TsG9LU28Fs/8KanzZH6+9MXbZW3Q+1NjCyZ++d1ORhLr5DXzOP6/Mw1vjx3g9e29Tzltl5KDDY2IGBFXUQBphKbLKbM+0DgHPe3dz6n3DCnZP60+xQXP7XrYX7h8kfNZcnLxXVL8UtqOQ60NrK24UQRRZodfk5fs0jqZjrPiZY28oZmhjgddpV2tZDm+K5mNotZCppKxrA/lBQ1ldd84ffRDANZEPn3B36QvuCOvcMOXpH4XuCWt80fAv8CrAFn7mTlHbL1MsdgoAsREb1cGigJIkdDL8wTtlOR+fn3PsQP/86/gQCNNT5buKxY0qgLeAn7PUiiiLfGxRNVxpH5gsq+hmZaQkF0Q0fapnSlC0U6g3XkSyqFoopDsU+uobCXsU1LJRloa2B8wZoIasKeSmWcMW8wcKCB8YQ57lcc/MCeI8/peDPFIol8gXypxB8/dtI2dmFliaNdLZVk/mrzTYD5XIrugUYzxCkrjF+1j+caRJZFAyjiddvJlCQKXI/FWC1XBO6vsVe9DbTU85XPXa4s9xxpYxPL+T8Y8lRMJ9OZIoOtES5mzesU8rsZrWo+nsjlOdTRzFYsiyJL1DR6eHLOmjw3Mlnu7eqgmC+Zk+e2ktO1rTQHmyJsJbMUVbWiWNyCQxVJTaTIAWkxTXNzgPkNK87kdTu4UO5nqIgizWE/K2XjUqdDYjy2TrxMFBdkydZ8fF93hJEFiyyNxtepDbgrVaI/9K33PC3hWE9l+OTIFdtr8UyeQ33N6IDLJfHomp2sn1tZeFmQraFIhPcM7ecfRy4hAIfaopxZsZTPs0sLfOb6BA/33XnieTX6/FGCUh0FTUU0ZMRtuXGiKDKTMx+4UloBl2z5kYkCTMW2WEqa1zAa8qPIYsWPbLC+nrMxK9TbKdUiCUJFgY54faxuxQFQDZ3/ffGzfOw137vjEr+DVxwMw8gBufLfnxME4R3AAeBjd7L+Dtl6maPTF+XtrQ/yyYWv4BKdPNB4mIj7hfOiqav1IfsUCiWVhFrE63FQrLJAcMlypQmz1+skGHRVGlcrssjE6gaxcrgs6HPjdzlIlfN2DjQ0cXXSIgILGcsCAUD2KbZ8kI1EluZaP5Ik4nU5bY7dAgLymsDxunYEYE99A7Uu9x0fp6brvOMf/5kb5d6AR5vt+UHdtSHOTlsT3JHOKMNTljrVGPDbQqBHdkUrflY+n5PLSYskXtla566eCJduLGMAe7silTYzAJfi69x/oJVMooAkiohr9uTt6+fmOP5NuyiUTAuE8RV7P8ONtRRRt4+iquEyFLKCvf5R1AXmy4atDQWfLVlfEUVuzKyzkTQJTrQuYEvW39vcyGhVl4GWZQeiR6hUUDakXcTKF03TDVyGjICpgtYHvLZk/pKuE4h4qa3zIkoCHq+Lx6dmKuN5VaNjd5h6LYCmG8iGnYxniiU+/ONvY6ClAadDRhJvt7W4hTqfh+NdbTwxZT0M1Da4Ob1qXlMDg/7meq6WW9l4FYUf3Hv0abf3UuMXH3yAn7//NTgkia/MTHPms3bvrP665+dOD/CX1x+t9EIE2BvuqrjA+yUXY0vWA89KPs2JjlauLWzglGU6Gmo5s2h9DxY3U9y9t42sWEAQBHRBo6rPOTdTW9wb6SJVylPSNdby9tzKtXwKVddwSDtTz/84Xn0J7C86ynla3UDOMIyTwMlnWaWCnTv+FYCQw4lbLgAFVvPz6IaOuN1853niLz57qhIyyhRL9LSFK0pCjd/F1amqFimZAns6omz48jhkiZpaj62VRyKd43hHO3lNxQCkrP3bvJ7OsmdvE2vpLIVSiZJht4pwOWTm1uPmggBtnSGmNyyiEfC6OVsmQBenl/mW/kEGGu9sEvrM1ckK0QIYWV2mKeBjNZnGrSjI20Kco2ur7G9vAgQUSWTk+rbqxVya/gNRVEPH5VV4YtWeH6TViNCmUFBV8q5tSgKmH9TKmqlWHWi1h1U6ByOcv2iRhoGDLVyYtUhMfTjA5Zvl5VSOof4o58tmpDVuFxNV1YRrG2mG9ke5ltjCoUh0+Wu5MG535q80HxcESlm7krVwc5OH+ltJpwtoqsamau+1mS+oiJpAUdWIaVmCAVclVw3A4ZE5X1a6fE4HtV53JaTpkEXGYxvEMmWy7nLhdztJlZuPv3ZvD4d7WrgTCILAr7zlId739/+GJILX7WS4KrdIQEBQde7vrkcUoL8mQtjtuaNtvxSQRbHi+fXazm7e0N3LF6bMCsJv2T1Abyj8TKs/LQpaiS8t2xW/xdwa/bV1lHQNl+FkdN0ettYV2BILoBfwFBymn1clEd5gVltnPhUHoC9gV2l3Bet5YtUKHe8JNVD9RPWB/tfsEK0dvCIhCMIDmLYPIuACfIIgdABFwzCWnmld2CFbL3tk1RyfXvzvyvLV1HUeXTvFg413P+06KxtJFlbi5Isl9vY2E/TbFaC/HDvDfCpBrlTiwlV7H7XlrRRNAS+FoooLCVW0T76CIjK7YKomdRkvLkUmXyZrkiRwbXWjklwb8dtVlYHORkaqLBDcNQqyJFYsFvzuKhsCA4SsjluRcYoytX43F6vywTTD4LcfeZyPvOvOWqRcXbP7JBVVHY9XwQCypRKeGnvBQTQQ4HJVLtP+johFcIBwg48Ls1XJ/LsaubRiJtl7HQrjG+tkyg2pL2yscLC1gfGyd9aRcISJKhXt4twKB/dGSW5lkRUJ1WNXeK4ML3DseCeqpiOIMDJvrwhcWk7QFwqjajpuh8JUzN4AWvMKrBRMQuMSFFuyviQITM/FWIubIc6eZvukPtDawMVLFjnr7WpgtarJYG3QzULcnEzzRZVuf7hCtkI+N6NV+5ouFBmKRKipdSPLEiGfmyenq8h6Ps+9Pe0UVBXDgNcf6uO5IFMoshxPmscmGHT01nIjbhHsSJPAaMYkMFdzU7y9a4gef9PTbO1/Fr/72jfw83ffh1tWCGxrGP9c4JQUvr/nPv5k8suV16LuBs5vVJkPt3ZzqkzmvbLC5IqldE1vbXG0pYVz84sYGBzqa+RCVXXjteQ6Jxo7SRRzyKLI9ujg2OYar4n0ktdLGIbB3fX/82HbHbBj/fD88CHgxwzD+LggCLcSnZuAXwbe+Gwr75CtlzlmsgtkNLua8NW1c/zV1GfIa0WOhgf5XwPfVxnTdJ3/77f/g+kF0/rj9Xfv5lc/8ObK+LnVBf7v+Ucry3fvbSV52kpqbfP5GS17UCWA/butcJnf5+TKkjWRb8QzDO2OMr2xiVORiTbWcHrW+hFfTqW5b3cbhYKGAOQlu5K1sJXgnkgLqWSekqpV7Aoqx1LQEdY18obKhlykYbeXxZQ10d/dcUdFIAB84MQxPjM+wVrGJIJDkSYuVxGBycQGQY+rknjuFuxfjZnYFt2REKJgJvOPbEvmz24VORZpwTAMXC6ZR+er+hkKsG93M7/17W/Ercg8+sQkE+eqwkQCbGXyLJcVhsGWDtu2O7vqOV9lgbBvbwsXqkKcTfUBLlU1uj7UG+ViuaG4z+9kJGVVWl7LbHLP7iiXri6hyBL72yIMV1lw3FiKcddgG6lsAUkU0LP2a3Z9eo1jh9vJlVQMQ2f2lhJZxkYyQ03YQ65UQldA0S0zTgCCIuNrMdCgXvDgVmRyt5LxRYHJDYusr3wlzf27uu64+fiHvnoSS4ARkBLglCScskyD38VE1lJcNEPnj65+jg8f/d472vZLDZ/D8YI5qr+v+24yxdNIQhJJEPmzbfmIC9oahzrr0TBw6Qrnxu2VubpiIPsFCppOzrA/fAEs5xLMpMvtokJ2o9puf5jHV61cud8d/Qq/d+xtL8hx7WAHLzFaDMP4ePnvW780I8DBO1l5h2y9zDEQ6OVY6ABnNi8C4BAcTKVWSZXDOU9uXOJ0bJS7wqYT9peenKgQLYAvPjnBm+8b5Oi+DgA+dOlJ2/afNOZ5c183Wl5HMGDiul01WVzZorsxTElVcXoUJjJx27hgCMTLfdQcomSzQJAEmF7ZqnhEdTTW2lSVPeEGLlaZnHa223PR6ryeSqitpOq05l0skgIDGvxevuvQ0B2fR7/TyfceP8gXb15HN8BZsKtHyUKR/cEGBN3s6bc9gTfocXFj3ZxQDGBXW73NVTwU8FRc3g1gV0eYyQ3zOngUhR8+cYyw1wxbfdubDvGlxyeYLLdF2d8RYeK8RabGz8/SuqueWCKD06lguOwh4/GrSxwYNKs0JVFkZNruGL60mWRPd8TMgwrKzOftfmX9gxH+5ofeiSyJPD46bSNbAjC7Fmd50zzv+7aFOLu76jl1rcr7qjNCvErxq2vyc7Gc5J4tljjU2szFMhEM+lyMVPUAXM9nOdbewvxaHIci0RIMcKZK8ZvfSvCJC6O87/iz/5bpusFsLG57TVAFxj7w48iSSF4r8q7HP8RizlK6Dofv3K/ulYxc6Tq7PR+pLL+p+Qf59IIVOox6wpxdq27Z1FkJW7tkievxDQqaSZjHFjc41NfCxbj5/gPhKBdj1v13aXOJw3UtrOfSlZZh1Tldn54b44f676EnsNMD8X8UO8rW88F1QRAOGYZxgXKDT8Mw8oIg3FHy8A7ZegXgbZG3Mj7nQNdFanw6k9pF2/jHzg/zG9eHyZZUeoTbfWwCPuteeE20i8eXZirL/YQZPmepMEP9LZWEeICWuhouV/U3HDrcyvly+MzrcjC5aCld86txDg5EOT+/iFOW2dfUyHBVu5WZ1S1ODLaTKhQQBQE5ZldNbs5ucM/+drL5IpqmV6rYbiG9lSPkcJAtllBLKul88Y5bfeRVlb8ZvcByxtxm2OnB63CQKZrJ/PsbGhmv6gm3kknbQqTVIU4BSKRy1Ac9iJJIwO2yVdEJgFIUeM/B/XgUhb1NjRWiBSBJIr/5wbeyuBrH5VB48pGrNrKl6wZFr8hWWgNVI+K1h/aiTTWVnpIAB3qbuVjVSLup1s9I1fKRu5s5t24u+xwOfujYkUoD73v3dvG6g718adgMr+3vbq70hAS4PLfC4f4oW6kcsiyiO+0k9NLNZQ4fbqNQ9lG6OmtXReYTCVo7ainpOi6HTCxnT/Y3HAZLpKEEFLCZecqiyP19XdwJRFHgl7/5Id77t/9aee3HHzpeOU6X5ODnBh/mx8//PQAhh49vb3/6vo6vJtzY+pBt+Z7wv7BZeheCqOMQFL40a1dpF+UYh3ebjaxdgsLjU/Z8RDHvoNEIU9A0RHX7FGKQKOWYL1c3HnbbXfp3Bxvo8j+//LMd7OB/GP8X+FdBEL6bMpUUBOFB4FnztWCHbL0i8PGxa3z52q1JyuCNR1qYK6sVsuHgwuUcsbKX1ZKR4GBbmJtzpqrywNFedndZ6sR39x/iM1Pj3NzaxCUo1E85iVd91uXJRQ7sbkHTdSRRYPyq/Yd45eYm+5sb0XQdh0vm/JJ9XM6BcxNAJeu0NwpGgNlYnIXNsgP9tsa/3a11nB2rSgzvbqpUzQGEm/3MlUlNKl/gtz77KL//7jfzdCioKjObcfKlEk8szVaIFkCskOWB9k5Kt8JkhW3J/KkMR6LNxJJZCiWVfNFe8ScpIrNGGkMHMZOmK1TLzIblV/bw3n6+957DT7tvTfUBmupNYtzTXsfjX5tkaclcv+9QKxdXLdVsfHrF9DOLZ0AAySvbmgFfm1unv7UBBHAqkq0FEkB6OsOJlhYM3aCjrpYat/1BbGBXhLMrSxRUFX07dxUFlgsZ5pPmNTuwzeW9syPMo6sWUbyrPWojgs31QS5UdRk41BPlzLJ57/odDsarculmUgnu6mhhZGYJt6LwLUMDtIdrnvYcbseRjhY+/O6HyZVKuBWFB3bZidrx+j6+/NAv4pQUnKL8dfc0fKVAkex+ZZLUgN97BqMsPRxueIhTK9Z1aPHWcObWNTVgX2MLo6ur5W2JTKU22cibyvrGQoY9LY1MJMoqbaiZ0bh1vc9vzLMr2MBSNoFbUvj/9j64Y/vwcsCOqelzhmEYnxQEoQH4DGZy/CPAIeDH7mT9HbL1MkU8nyNTLBHLZfnIaLWSJTAzV0O0PoShizizXibTVcRaEPBEPXQ7zd5+nR12uV4SBGovKSzdNDAo4u2054W0NAQZGbeUraFdUS5VLUdaam2VeQf3Rys969wOmRsLVnLtjfkNDuxu5mJZCdvXGamEmADGYuvcO9hCciuHLEsg27+c41MrHN/fYZIAw2A8Zm9BNXxjkXf91N+Sy5fwuBz89f/5DrweS4H6fyfP86HHTgHQGCz3MyybWsqCyMziFsuJsn9QIIAiiZTKyfqDkYZK+AugVQnaQqT+Bg/GqhmK0QHDYfppOSSJpqCf7zg2xJ3C6VR427ce5tFHJsw+gEGHaZVXRr6kEWnysC4WKKoaDof9axsOepmYtVYY7GjkyoylMNXV+zlfVhhHppb4psFe7t1ttlDJ5Iv89SPnKhWC5xeWGGyp43r5Ou7tinCpSvm4OLVIX0s966k0DkVGqxUt01Pg3Noid/W0oOkGoigwvLzNr2wtzt6mRlRDxy3LtvsBYE97Ix9937fd8bnbjof6nzk0GHS8fCoQXyrsCn2Q9eyjlPQ4ALOlfgysh5pIzQi7Cz04JR235ODCSlUqgQApOc3xvkYQDFyik6/MVOUjItDvbeZ/H3wdbknhays3bGQL4FcOvoHDdXeeX7mDHbzcIAiCBHweeDPwz8ADQBj4CcMwLj/TurewQ7ZehphLxHntR/6+HE4x6KwPMVVVVeV3BPjSdVPal9ikNxyu5KsoosDS9JapggBzK1s8dHQXXVFTun9sZJorN60f00tzyzSG/azGzHYw3m2VTxM3V+nvbsIwDBwOicvT9pyutYUEh6PNZmK4U+bUNXvIwZ2BloSDQkFFrrNbIGAYxFbSLCybMs2efntybWc0xKmr1g/73sFmzuWsH/IeAlxZslSUv/z4k/z09zwIwFY2x9+euVAZW01kONgX4WpiHack0+sKc2G1yj8omeS+rjbyBRUBAb1gD3HOryc4ONRKslCgpGuVJ/tbKKEz/EsfwCE/969UsajyiU+cZX3dJH6eRQfBZheJtJms39/XxOWqptw317dsFgn+bddseTNJS0MQURDxuBVGFu2E5k/++2SFbJ26PlchWgAI4A+66DRClFQdh8Oe22YAKY/Kct5c55DDHrbuqK3l9Hx1/k+0YkwL0NwY5NyKtXykJcr5hbI1hMPBDx17+XhfvVrgkGo5Ef0PdKOIJLiZmf1rqCJbQQccjj6BgY5hQDr/Ri5X2aQ013o4v1VOcjegpyZaqfJURJGfGLqbVr9prN1f28gXFq5yLWkqZa9p6t4hWi9HGCDs5GzdMQzD0ARB6C//nQQ+/Syr3IYdsvUyxB+fPlXJWwEBVAMRAVGAkNvN6KZFeDQMpDqRIaERSRCpERycuzlTGVc1nT/71JM4PQr5oopWsFcTlVSNUI2LhJ6hpGo45G0u70EPk1MrlaT2gX1RWyPj5oYgFyetyXPPrghj5dYxLklibmqDRNm369rFJfbcHWFsxVRhDtdFuHbRIk+jV5cYGGgiljbdzxW3PaZ1+coS9+xtQ1M1BEPgxgX7E/SjpyaZHV8hny+BXyLvsx+rVBDJbqhkUVmvzdj8g0RgbjnOUjkxvHtbP8Oe9jpOVTmx9zXZFcOfuO/E8yJaAF/+8pUK0QLIpovsjbaSdZQDPfZLQjKTZ397hLWtFMWSVjEkvQW3U2EhlsAwzN+7zt4w11ctVfCNQ1ZT4wcGuxhosZz7HZLIzYUYmynzmi3G4rTW1zBfrjoc3NXEcKyKrM8sE60LsJhI4lIkPIL9mo0trvCang4ckozbofDpuQnb+FIiyfFgFF03iNYGqXG5nsup28EdwiVbFhfvaPlefmfig5QMM1+xwRlgofwQIwgwFB3nRqLF7LXpcHElWVWAIYDLW+KIrwFJFBgMNVWIFpjtmj50/B1cia/glhT21EZemgPcwQ5efPw/4AeAP3s+K++QrZcZDMPgyprdJylTKOIumS00koUCtU1usqqVQ1SXcTFabh/jVCTqa72sb5nKligKjC+usbJVVk2cCqGAh82kqcwMRBu4drVKNZlZJ+h3kUiZqkrI72Fl2TIlXLwZo72pFgEBp0PmyjalK7mV4Wh7FAPwSBJnz1rl9gIQTkoMlIKoqoY3f7sxa0JWmSuZCdOH67flBzXUcuGSlR90ZFczl0ctFaWtJsilyxYhOvaWDp4shzS8DoWJdSvedXMrztH2KBdmFhGBQ03NXLpmkbeptU2O97aRzpou73mfTpW9FNdWNrhndzuZkukfdKTVvq/PBceOdeP1OslkTKVKlESupeOslr2v6m6FQIsmeexvbWB02iK8DkWy+ZnV+D0sxG711YNSooTXoeAQJcI+D+8+MVRZVxJFfu1bX8dHHhvG5ZCRVPj3r1U1J9chUufHV+NE1Q2cXgWqorklTccvKogqFFUNd9j+k9IWquUv3vW2Sp6O+gWdT09YhKtDClZyvC7dXOZ1/T28fs/z63e5gztDnbORH+/9VQp6HllQ+NzyX9jGRaGA5M5RMnS2SNPkqmU+YyUJhjwuzsdmAJjMzfO+3Ydp91lN57sDdXTvVBu+vLFTjfh88C6gWxCEI5jmpmcMw9h6lnUq2CFbLzMIgsCvPfgQ7/rXT1Rea/fXcD5pEoGSphPS3SxhTqYB0cH0mEUiCiWNUIsPr9eJLEvUBD2crirVzxZK7O1rok3VzdCf3dqKTLbIYFeU5Y0kxZKKrtu/MW6XwtLSFppuqi69vY1MzFnksCngZ+RKmQAZBn3t9UzNmiEFRRGZW4kTK4c4V9aTdEbD3Fw0Z+9dgxEurlvEb3hukY7GGlY3UzgVBY/TrpoMzy9zqD+KrhlIosDksN3iIH5ug7v2NaHrBopH5onqJ3RA0MGhm6aq2W0J8AKwspqsKDq7+uxO9d2NYR6vyl35za9+jT9521t4PgiHfbz//Q/w0Y+exOVyEOqr5ZEZ65ptJDLcNdhWLr8X0Iv2EOfqVprDfS3E0zmKJa0SXrwFo2ggrJfI60VWpQJLa4lKWBlgd7SB//vuNwCmMemZK3MslPsdyrLI9dgm62XvK9eGbJL5tLm8N9rI5VXrmk2sbRDyuNnMmsrYTz5wwpYQ/Qv33c/NrS0kQcQnOxgZsV+zP/vyqR2y9RKgxdNZ+fvh6A/zlzd+FqPcJ3MpvQ/VML/TGgaeKsf3gOLkasIi+gVd5Tcufp73t99PvqRS5/Wwu8le+LKDHbxK8LOYnloHgb8EWgRBmAUuGIbxzmdbeYdsvQxxNNrCh974ZpKFAm5Z4g+esLdfWotnaJGDZEslZAQU2a4QOVwKY+WwUCDtxO9xksqaE7AALKwnWNowyVqtx4XH7SCbM0MK3Z31XK5KgJclEZdTIV/uZxhq8LOUTFe2ldjMUuNzIYoCPreTiamq0n9BoCTo7B2MIiDgcSucvDRj29eaWg89PhlN03EFHFDlDKAboMgShZJGoaThithLxptrA1yeWKyE+g4NNDNa5XZevzvM+RvWxHDkSDPnVs1jc8kS08uxinv91dV1DnVGuFT2jNrfEmHsurXu5LU1jh6MspHN4hQlcEm2vo6fn7zO9Y0YvXXPr6z9LW8e4i1vHgJgZmWTJ37jnyiVlSpBgJkNK8TZFg7a+hn2Rus4P2mRlo6IPQTa6PeyVk7mVzWd3/zIl/ir/9+3I4q3Vwu5HDI/8+338ydfOYkkC9Q4XTw5YRG/fFFlKBih211jEnFlW/PxYpHf+7aH2RNpxK0o+Jz2Aow6j4dPvfs7AVPF/YHEf3DqhrX9hw8OPOdzt4OvD1F3N+/p+F/ktSyy4OAnz5yxjSdLKfrrVXJaAdEokMrVklGtZuu5NYHvfMR8OKxxu/j8j7yPkPcbrxBhB69uGIbxWeCzt5YFQQhjViMO3cn6O2TrZYq37LLyajyygx/5z89UlrvCIc5XNYft7okQHzGVBLdD5kZVY9lktsBQV4TFjSQORSZa6+f8hDUxb2Xz3L23lWJBNUvhDcPmGhJLZDnU38pmIouqaZUm0rdgGAbpfBFV04knc3TU1zK7ZCmrNUFPxbdLFAWijTUsrsYBs73PbCzO2pZJ3uQVkWhbgMWtspN6cwOTU1UNnmdXaKjxma1lDIOQ5GStSngbX1qnr6cRQzdQnDIXFu2eT5vTSe5qjQIGLkXmyaq+jub+iDR6veRL2m3JowaQWM+yuFZO5h+0J/PvaWqgJxzihUBHU4jv+abD/O0XzuFSZHrb67lQZVw6F0twot/0IxMFAV2z52zNLG9y10CbeV1UnbXNbc2AN9Nouo4obksGK2MkvcIFYRU0CBSdNmd9SRCYW9yqhDiDPjf+oNV8/J6udh7suzOzUEEQ+KW3PsT7/uoTyJJohjjv2n9nJ2kHLyj6/Icqf//ivhDvP/WxyvJAnY+rlS4EKn21bk6tmMqmFyeTU/HKe+O5PL/9pcf47be94aXY7R3s4H8MhmHEgC+W/z0rdsjWKwCv7+3hm3ftZi2dxjAMrm/ajSGv5zbpqQ9TKKnIkshKOm0bFwSR9bJfVUnVcCpypfm0gMFCLMlCmQBFQn4UWaqoKl3RsK1xcbQhiCSJaOUJvrEpyMqUuW0d0ERMAoBByO+uuKSDadbpdin0dzQiSSLegJMnq6oNVVWnwxMg4vSi6wbObQnnhZJKfcBDOp2nUFSRtyl6tT4305OrldDnwIPtXKrqxRhpCnKunB9kAHs6GxkrEzKHJDK7uMVmua/fyMwyg60NTJT7Ge7pbuJy1bZGryyxb6iR1Uwal6LwM/fd84L6NgWcToycRi6nkdrK2pQqU52Ms7BuSmt9UXt+THdzmNPjFpHsb2tgddO6J77/rXehyE9NtDZzWf76olXFmVQLDHa3kFnL41IUGn1evjZqtV9JpHPc1dpOqaiCIfDO3YPP6Tjb62p49H/94HNaZwcvLu5r6uVXh95CRi3gECX+felztvG1zDptq+0UShqyKLKp2ytzA+6dIoeXO4SXoBrxRa92fIkhCMJdmP0Ra4FxYPjWP8MwFp9pXdghW68IXI/F+K+rk5V8w0MtEc7nrHL9fUI9l6ssEIZ2RRkuKyFOWeLmqkXO1hJpDnY2Mzq1jNup0BcJc+mqJWUtb6a4q7+NXL6IJIoYhv0bs7iW4PDhDpL5AiVNJ5bK2MbTuQJOt0w2XyKVLxDyemxqmN/l5FI5p8vllKmr87KRuJXMb/ow3XKO97gUan1utsqGrbta6hm/aZG3G7FNAj4XybJFQqPDzaZuHevmyBqtvQFEQ8Dlkm32CQKQSuY42hwFAzwOhSfHZqh+g9vroLMlTEnTcLnsXxUB+OXX3M/+TrvC9UIgkyvyd589W1m+ubDJgT1Rhm+a12lvWxNjNyzid21xg6O7W0mkc0iSiCjaSejVuTXuGuow3fAFgxP7Onk6qLp+WzPh/d0Rfu699wGwGEtwZnKukqwvAkszW5Ww9OZqmgf2dONyvPx+WgzD4AP/8J9cnF0iXyzx69/6et48tPt/erdelvi2TkvpCrkFfmfi45XlcLyXUxuW4ny4NcqFWfP3xqMovP/uIy/dju5gBy8d/hR4DDM5/suYJVO/WB571lYmL79fxB3chj958rStsOP8whJv3zuAS5FxijJf+tQV2/tvzK2zp70RVdWRJYmJRXt1oyGAikGqUGQjnbOZdWIYrMVSzC6ZpKUjas//aW2p5eSkpZr0NNtzlNrqa7l0zfzhLao6wRp3JYzlcSlM3bScqvMFlXafD6/LgSJLhGo9nLlalcyfL3GkJ0LRMDAwULb1wE3mChzqiLIWMy0QVNWeOO5UFNYn4miablog3NvExKoVYo14/Vyosq3obgoztWIm60uiwNz6FutlIji/EaejqZaZchjxNYNdLwrRAri5FCOeztleEzUIOJzkiyU0dbtfGaxtpZldNfdtb5e93L4jUsvJa5aC+KFPP8GvvfebnvKzG7w+Pnj8Xv73174CmC7v7z9kTZ7RcJAfecNx/uq/z+CUJbrCIS5WtXOaX4vzF586SVdTiHyxxNHBdjoiL0x49evFyetzPHrVUuV++7Nf456+DoKeHSXmmfCGyBG+PD9FrJDD0ERGb8Zt41MbMf7y3W/FozgI+zzU+bz/Mzu6gzvHjoP880EfcMwwDFUQhJJhGO8RBOEytvrsp8cO2XoFYF9TE5+fvF5Z7qip5Tdf/zoUyQwFNWXd/PmnrST63vZ6W8uUg71RLpSXFUlkfi1eGZvdiHN4V7SSVzXY2WRrRj2zuMnhwTbimRySJCF6JEhYmeE3lmIcP9hBtlRC03WW5q1tA6zEUkRq/OQKJURRrFQ83YLDKTO3YCpOG3EXPreDdDlZHwHmt5IsxMzPC/vceFwK2byplPU213GpiixJAXA6ZQplL7G6aJCVa5lbm0KfzuGtUZBEkYDLyfi2Pn6GYTDUHkEUBLwuB09cnakag/qgF4/PgaYb7O9+cYgWwJ7uCG+4azdfOG1aJDgUkZvrW5Uqw/H5NfZ2NjFWNqfd29nEWJUFx+j0Mnu7I6wn0jgUCbfXYfs5+MyZcb7n9UfobHpqEvQde/bRGwrjkmXCbg81Lnt7H6UgoC4VUIGtksNG1gUMvnbhBh8t32ODXU38zS+8C2mb2vZSYWRmiScmZsiXVKY27OH3WDrLxPI6x7pbn2btHQBci2/wH9dmKw98J9o7OH/NKh75wRNHuL/3znpY7mAHr2AkMBUsFcgKgqAAHwbOA3/zbCvvkK1XAL778AH+8+oEV9fWUUSRn7zneIVoAbzvDYe5sbhBUdXwOBQeuTJlW//GwgaHW5rRdR3ZIXFu2h5e1gwDv9NBoaSiblNNDGAtm2V62Zytd3faLRBaGmt4oko12d/cWPH4AuhuDHFp3Pq8vX0REpPmD7XLJXNjxWIBiXSefX3NzK5v4VAkok21nJ22kvlj6Rwn+too5s1kfqlkD3GuJTPcdbiVRCJHSdNIb7NA0PMqjiWVkqqTFAs09NYwW7Z2AAh53QyXVTlJEoiGAiyWKwBFEWbiCVbipko3tRrjdft6aaur4cXA9z98nJVyErrTKfPk5KxtXHZKNLcEKZY0ZOftLu9JrcBCuRfkoZDdA6w3Wkd7g71fXjUkUeSulqcmIJlckY98xgpxLizHGdrTwoUbixjA/s5mRquqWa9Mr/DZJ67w1vv2Pusxv9BQNZ1f+vgXmVk3Fb/6gNeWr3i4M8rRrpaXfL9eafiDS4/blPWzhTm+afduZFHC63DwnYeH/qd2bQc7eCnxOPBNwKcwc7ZOYBKtO2qRsEO2XgFQJIl//653I5T/vm1clvit91sNmX/n44/wL4+OVJb7Guts/Q4PDEa5OG1OiLIosLocr6hJ1+bW2d/XzGjZ4HN3TxNX5qt8lG6ucWCghdVEGkUW8fldEI9Xxi8trnDvUDuFck7PzPWqxnnAzcUYXe11FFUNSRJYSNkr5QRZIJbLQw50SbCZdWLA8nqSuXIyfzQUQJbEin1DZ1OIC5etMGRrpAZRFCoJ841tIVZumMel6wbunFAJkfpdDibnrBCnphn43U52tdQjSSIBv4snbliEp6Bq/MvJS/zsw6+57Xq8EPjsqXGGr1vJ/Ls7G5go23nIssjsZrzSpHs1nmZ3S12lL+Vgd6MtP214epGeSJjlzSQuh8KPPXz3bbYPjy3dZC2XpqRrvLN7H/LTKFELq3HiKXuIUxMMZJ9EQdXIGupt6/S1Ndz22kuBz49MVIgWwHoyY+YjGiZZf/fRoW+YZtRfD7oCdgW01R/kjx5+M8rTVLPu4BWCV1kC+0uA7wVutUv4Q+BfMLvYnnnaNaqwQ7ZeIXA8Bcl6OvzoW+/m8uQipYKKQ5K4Nm0Ply3Nb3GspRnDAKdD5vTY7G3biNYFKZW02z7XABJagbmUGdobCtrDaS2hIGeuzlXa4BzsaCYxailbPe0NlZAlwL49LQxPmeMOh8T0mjU5rm6lObAryoUbC7gUmf5oA5erwheLm0lODLaSzZrJ/FJep9oic345zuEjnWTyRUqaVsm/uoVEPEdYcZLOFTFKKt4aN5m85R/kdTs4f9PcN69TIeRzs1nOpRIFgXcc23PbeXshkMjk+diXhyvLApDLFhnaFQXBTOavDnEigDfsoivQgKpruFx2bysD+Pl3PcihnqdWca7F13nfVz5e+e3NlIp8/8BT9yjc1dHA2x7Yy6ceMV3mHQ6J6a0tCmVCPLGyzsFeS9166HAv/R2Ntm1spXOsJdLkSyW6m8L4tvV2fKEw2NJoI+MGMJdJMrsVByBVKvLawZ6nJZY7MPHj++7ms7NXmU+b3/mf2n/vDtHawTccDMPIAbny358TBOEdwAHgY8+4Yhk7ZOtViEy6wOqFVYolcwLsOdrCaFXz6c76Wkaq2twM7mriSrnKTxJgfT3F6oapOK1tptm923KJ39XdwNiypQCN3Fyiv6We+Y0ELodMvdvDimHldA3PLHJ8sBW1pCEKAtdm7Mn60zfX2NvRhKbpSIrE5RX7uJjVcW8ZQImMkrX1M8QwWNtMM1NO5u/ZZnra0hLi9BWLSPZ22BWW1tYQF8u5bFoROr3eCiHzOBUmVyxVLlMosbc5jMfpQJFFDne20N34/AxMnw1+t5O+1npbD8pwvZdz5YovAehosJL1JVFgLhFnJWGGHaeFTVrqghUX+OO725+WaBmGwR+M2MNEvz/yOA93DtDg9j3lOu99+CjXE1uAgVOROTVp9ytrawvxa9//BlxOhYDHTqQMw+BH/9+nGJsz78dvObaHX33X6+7ovDxXdDWG+b4HjvCXXzqDLIkMdDVyYdU6pxOr6/zrhVHefWTH2+uZ4JYV/uvN34NmGLglGae0M2284rHTrufrhmEYJ4GTz/rGMna+Na9C/MM/n6wQLYC1azEa6r0YuoHb6eD6tJ3QbMYy7NvVjCgKeBSZM+dnKmMC4JZk+trrUVUdn88F61UrC2DIAimtSCpXpDNcY9t2pMbPpbH5Sihv/54WLk5UVQB2NHDxWpVtxb6WioGnIoksL8YrY/OLWwzta2F4ylRN9rTbk/lvLMc4dqCNeMK0QFDcMmxa61+fWeOu/R3kiyq6rjNbpaIBLK0laGkIki+pSKJARrUbuEqKyPyKSWBSxSI/nS/gfxFUGVEU+IXvei3v/rV/QhIEAn43V6pIqAHIishgRyOiKOLzOHjiukUqNcOgPurH3+5Bw+DY7vbbPuMHPv0pTs/Pk1NVhnrt7VUaPT5qne7b1rmFfz8zxvm5qjy89kaulIsNFFni/W+6i0go8JTrPjo2XSFaAJ88M8Y3H+nncPeLkztV5/ciCgKqppPJFm8b3xtteoq1drAdAcdOxeYOvrEgCIII3AdIwKOGYWjPssozYodsvQoR27SbmoqGQHYxS6GokgS6dzdybdZiTE0RqxkwhkFfWx3Tc2VVR4C1dIbFskrCcoyurjDTa6aa1Ntcx9Uqa4kLi0t0NtYwtxpHBJrdPrb0ZGV8bGKRwd4Imq4jiSITs3biNze9zuG2ZtPUVJIYHrWrJmJOp8FwUiypCLnbLRA2cvnKvg102cNX0cYgZ0ZnKjYWg7sixJKWIWNnR53NqX2op5mLM+UG3w6JGzGrmm09leEPv/AE//ttD/FiwO9xIisShZJKPJsj1OQjW+1X5nVxfsbyUmsM+lgtK1uCADNqgoVycv+1rQ2+qb+P5oAfgJNzc3xl2rJAuDYbp7bOzVbBDJH+1P57njZMlMzl+afHhm2vxXI5hgaiIAh01tfeRrS+OHadf3himHxJJex6ehL3QiNXLPFXXz5TUUKnFmMc6m/mwqJ5TV/f38Oe5sZn2sQOdvCqxI6p6VNDEAQP8AbgbcCbgFsJi3FBED6HmRz/BcMw0k+5gWfADtl6FeLHf+i1DI/MVfoZtraHuVxOkBeAdCyLrIhggM/r5MZylS+AIJBHY6C7CUkQcPudPFlVbYgBdYqLYHMEXdNx+5xQlRKmGVDjcLFeEimp2m0l/zV+D5PTq5U8mn2DUUauWdVrnS11Nt+mob5mLpfHRVFgZS1JopygfW1qlb0DpkErmEnkk1Wq3fj0Kvv6mlndSOFQRIIBDwtrVohzbHKZ4wc6KKhmUvfEit0uZWphg4GmekqqjiSLXM/YrQNeTPz1585UquZUVScgOipdlLzbQpwFVSPs8+B1OpAlkdqwh6+tWtcsUyrx+195jBZHgFxRZdZIVn8U6UKRu0pRlpMpipqGt/T0Kobf5WRfe4Sz162uAk0Nfs6Wla6z8wu85VA/hzrMCsiiqvF7n3us0oJJBLoaa7lZ9gQ7sbv9RVO1ri9vVDon3IJUhEbFQ6GkIZaeZsUd7GAH3zAQBKER+GZMgvUg4AJuAH8HfBrQgG8BHga+AygIgvAIJvH6T8MwVm7f6u3YIVuvQkQag/zB//124oksbqfC3/zzk7bxbL6I6FfI5osUinlaQ7UkM/nKeJ3Pw2g5p0uURKIdQRbLrWEMYCORZa7so6TIIpGIn+WyJUJvKMT4VSsv5sr8CnUhHxtltS0SqWG9ilxdn1qjIxpGN3QciszkNqVrfiPB0K4WBAGcisyZkRnbuFI06PEGKJU0vNtvZ8MgXyhVTFVDNXazxUh9gLPjVjL/vsEoF2asfdvVUs+F6xbx2z8Q5dyCpSa9/4FjvBgwDMNm7gqwvpWhrs5HtlBEEARkwU5i3YrCeLla0R93Eqxzkcib11Qw4OrkKl/cuAZATcCFL+wgXTTDartq6zg/ax33r3/xEY53tOJ12BPtodzP8J0P8a7f/yiCKOB3Oxnblmf3m595hO+75zC5ksrSVrJCtMBs6VTn81IjONE1g2PtL57H1b72CG8Y6uMLI+ZxS5LAXDzBRrkl05fGbvDV8SkeHLizXo472MGrBjs5W9W49eN3Hvh14NOGYYxve88p4GcFQdiNScoeBv4c+DNBENyGYTzro9sO2XqVYnC3VSUYDLr5/p/6h4rxZPvuRi5MWbYCgiBUEs8disT8rKXw6JqO35DojoSQRYlg0M3pSUvVKKk6bf4A0UDAbHtTElmkSnUpakS6atCcAoWSepupsMulML8Vr9g77G1r4sqU9aDQ3lhr2VYY0N/VyMS0lcy/sZJidd2czJfXkvTtaeJa2cKhr72B61UJ+Zcml+hqDbOwEsfplAmFfSwmLOuJy+OLHNrTYjZpFgQm5quT02Bqdp39XWYItMbjJuzz3MGVeO4QBIGf+bb7+ck//XTltbbOkC1Pan9rU6Uy0qXI3Fi1rlkqW2Cvu4lZEjgFmTZPkOEq6494Ms/R9jYKutnPEEmg2pltOZnil//xiyTiOfLFEh/89gfYV+VK71RkirpOsaiRKRZpbq5hNhavjPscDn72nz8PlP3KagM2ZWt1MclyzFyeWozxukO9tNTXfL2n7Snxc2+9n0htALdDQUfnzx6xV2k/OjG9Q7Z2sINvbPwIpkK1/GxvNAxjAvgt4LcEQWjCVMTuKJdrh2x9A6C7s4E3vGU/U0sxdMNgPW0PrWxspalv8JHKFjEMHaVkz9fxul2MlJPS3S6ZcNBTyXUygFgyV+m/6HU6qPG7K15M7ZFaW0L8tB7D73WSypiGo9G2WtamLFVlYTPB/5+9946P477P/N9TthcsOnYXHUQlCIJVVLOKJUuO47jbcRI7ccrFKXba5ZJLuV+KL5dySZxcLj2xncSJL45jucixHVuyulhBAiRBECCI3ssC23dn5/v7Y5YzOxAlURYpydQ+r5de1O53y+zMYOfZz+f5PE9VhReBIeafmCohPBJsxlMMdIaRZRmPU+X4sculy/hUla6OejStQNBnb4dJgOpSyaCTyeZo3xFkXVcVYHhikYJutDj3dzdycsIiKR1ttWa7DODTz5zmB+/Yf/Wd/jLxhoF2Hry9h+VYHF0Im14MYHJlg+5KK3x8IWOXEDjTMsnxNElADQmbmacAlpfjpgdVpCaIQ5HJF1u7nYEqHjluJRZ87NPf4NO/8n2mx9tfff2oSY51HRyabPqV+ZwOxubtfmVBh5NAXQ2KLFPlcHP8tFW1y+Y1PvPIaf7r++6+LvttJ2qCPn7+u+80PrcQHJ+e53jRKFeVZX70rnKOXxmvQ5QrWyaEEH/1bT5vCfiba318mWy9DjCztMlDT501K1udzTW29c62Ok6NW6SiJRJidd24eKuqzOxazFxLZzRaGquRJQmnQ6G+OsiJEpf3ZDbHnvZGpHQBJAlZkZhetKb+4qksB/ubWd9KkdcKZHbkGQpgW+SNoONMmr7aGiZKxPzh6qAZZC0haG+uZmqmWNWRYCmVMlueigRN4Upmi+/f3lxjE+QPX1wgUlvBQvHxdbUBFi9bpGVkYoG+5noKBR1VlTm7bG+X/e3jx/nAbfueYxB6PXBpaZ2Hz1wwxfyDHRE2kpaZaF9trel2DzDYFTUrX05FZqZkn6/EEuzvinJieh6PQ6UrUsvpaetH3MLaNkf6mklmcyiShDMpUfoTb2J+jdMTCxzqbkIIwanL9gSCze00DZqHRDqHJOt4q90kSvzKAk6XadDqczqoDHjYLJJxSYK33X5j/Mp2QpIkfum73sDvPPQoEhKd4Rqad0zPllFGGWXcCJTJ1usA//DwcStoGhifWeP2vhay6TxCF2b24BVMrW7SGa4mncmDLLG5wwLBoSjmxGMqlcPvdloXVyHYXk1yuUiAqkJePC4H6aJYv7E+xInRWZNE1OX9OB2KaVXREq02va+QJLb0PA5VIV8oEPS6uDxttSgFEpok6OxtQJFlvEEXT1+wqiYFAZXVPoJVXnQh8DodUDIMUNAFVTU+NvIZMjkNWbGTpgq/m/G5VbPi098f4eScVYV798H+G0K0AP7q68+a+whg6NICt3Y1kdd0JIxjWIqJ6RX2VV8hhgrndhBDTTfCuFN5jVgyvcOvDDYWE0wuFf3KdviHdUZrONBpiNglSeK/v+MefuwvP2et11QxVKJta3P7WSkK090OlUvz1j5P5vLsilbjdCo4nSr7O6N0NtrJ/43E0xemOVMcqBi5vMj7jgzQFal9kWeVUcbNhfI04rVDkqT/iqHnOiXEjumil4Ay2Xod4A37Ovji42fN27UVPoZOTpsTgT27IyxiaZf21NUxMmTpsvoGopxOGjoqWZFYiFnn21Y8zZ7uCCNzy3gcKruqq7gwbBGSjViKAwPNZPJGRIrqkJldtcjdykaCw/ta2U5lKOg62ylLqA8Qz2Rxe53kkhkSuTzRYIDthPWYYI2PoWIbUl2SCdcEWVwztk8Aa/EUM8XJN6dDobbSz+qmQRRbG6s4c9mq4YzNrVIdtFqk0doQq5PWZ7l8aY2WhhC6ruNzOvnQnQdefOd/m9jTEjaF3QDhCj+nxuZM0nygPWoLG+8J1zFUEso92Bs13e9VRWau5JhNrcU40BblZHF9T7Se85etkdKJ5XWOdDcRiyVRFYUfevCQjVQe6WrmrUd6mdvaRtcFc9Mx27bPL8Xo9FSSzeWRhURM2P2tZLfCbDYBWYhP5ImnswQ8N8ZFvhTb6Qx//8gJ83ZBF/yvf3+UT/z0e2/4e5dRRhnfsfh9IAs4JUm6BJws+e+UEGLrhZ58BWWy9TrAG/Z38KZbujl+fga3y0GTP8DpeYtcjZ5b4NYjbWTzGpIQzF+064MmLiwx0FlPLl9AkmFiO2ZbF5pApAqkKLAqJXA4FPLFSpUAYok047NGJSZaV4GiyBSKRC9cG+To+WmzytJcX2mrunQ3WLmOBV2geq1T1uFUbNl3WkEn6HHhbKhEVWWqKnwcK6l05fIFmjoqiURCAKhOmYkN6/mpbJ7ujnrUmEpOK1AQdh8vpyKzvhA39UpDE/PctefGiKvff8cgXz45yujcCk5VoaEiwHKJf9rpywsMtoQpaDqyLDG2w5n/0tQq+9sj6AIcDplnp+ds63pBp8rlJpvX0LWdfmWC+FqKqVmjIvW1J0e572CXmSM4vrzGQ2dHzcrb/kjYFoXU3VBja3EOdEc4NWuQVqcqc3nVOr9WtpP86Vee4lffde+3uaeuHU5FpcLrJl4SUN7b+OrkNpZRxqsKIfGcaaUb8R43B/4fcBj4c4zJxYPAdwO/DvglSZoUQnS+2IuUydbrBB/7SSuo+kvfGOb0WatyVVXp5cy5OZNE7G8Ls7FpXTx7esKcLvG+6h9s5OTloveVBKtbFglYjMU52B1l+Kxxce9sreXirNXyml/Z4uDuJmLJDKoi4/SqzG1ZVZeZ5U1u628lnc0bYv41e1D18maChqYQyXQOIcRzfLw8bgdjxSnCpfW4TR8kgLVkymyXBb0ugl63WU1rbgiZ4mmAglbA53aaeYkt4SozwBvgf332UQ52NuFzP9ci4eVCVWT+6aPfa1QDFZmPf/EJWxWu2u/lwsUlszq5r7vRVuna1VrLiUvW7f3dEU4V7R0USWJpI06saPcxurDKYFvYfP3d4TouXbDI2xNDkzx2coK7DxrfJ3/52DFbi/PU0iJ3DjSTKxjnz6XxHX5lM6vsjtaRK+iosszEun09r13TMM/Lhtup8uvvfiM//lf/DoDH6eBH3nj1DMgyyiijDAAhxPslSXoD8KfAPPAzQogJAEmSuoFrmpIqk63XId5y7x6++q3znB6dw+mQiTZVs1qiuRm6vMCBPY3kchqyLDE1b690jV9YZH9vFL2goygyQyUeTQAZXcMbdJHJ5snpBXNS7Qq2sllzYm3XDr1OfaWfY+emzXZZT6NdT9PZXMvpCxYh6qmrZy1mEENVkW2mpcl0jt2RBoQucDlVwrVBTpYQlu1UloO7m8gpOkigIjMZi5nrG6kMR7qa2Uim0QoFUjm7du3KdN+NgkO1pkJ//MEjfP30ReaLlglNgSDDixbJHb28xK5INbqu41AVzs/bK11zC5scbDOCrF2qyjPn7eHjEtBaU0leK+BVHc/ZFm8JobylrZGvjIyZt8MVAZ6ZnTWP2S2tUYbPWedTV2sdJ0qc+fd1WS1Oh6Lw4TcdueZ9ApDS1ojlptH0DDXubrzqtWu+bu1u4eFf+RAORcHrdhD0fOfG0IjcSUTmSyAySM47kTxvefEnfQdC6ElE4k9ApEDyIwV+yayylvFtojyN+JIghHhckqT9wE8Aj0uS9Engt4UQY8DYCz65iGsiW5IkhYGfAW7BKKH5gXuEEN/a8bgK4HeAdwKVxY34PSHEi6ZiX+t7lPHyIcsS1a0V5JcXyQqB2HFtDfo8jE4tk8kaZGJfb6PldQV0dUVsdg6D/Y2cHLcmBLdjaRIpo1UztbDBYE8jp4t6oo4dE4ETc2vs721kcTOO06FQ5fWwUtIuuzC3yh17WshmNIQQzK/Y2+PT8+t0NtWSyeWRJIn1HY7hqpBIrKdJAHqmYBPrC2CFFBeLovl6v99mkdBYHeTZiRmTKEZDdouEH77/8A2pal0NHqeDwWiYfEIrtnvt6163g7n5TbM62bs7zPB0iV9ZpIrjV6YIBexprufcjKHTkoGVzSSLxXifhfUt9rTWcrFou3Ggt4lDu5vN13r3gT184fQoI/PLeJ0q4WCApU2rAnl8eZ4j3VE0rehXtmD3KxufWWFfW4SCMPzKaivsZrMvBCEEjy7+D5bTwwBEvYd5U/QPX9LFt6kmdM2Pfa1CCB2x/RugGd/zIvN1cB5EUm7C+KHUP0Dqk9ZttRO873rVNqeM1yeEEDrwfyVJ+hcMr62LkiTdK4QYf5GnAtde2eoGfgnDwn4YuG3nAyRJUoH/BPYCf1Z87APApyVJUoUQ//By36OM64Px2VX+46iluTk9tUBTfYi55RgAHfVVnFm3yNXIxQU62+vIaQUcqszlpR2VrollDrYb8SwOReb4jjzDfF6jsTpINl/A7XjuKZeUNWZSxoV+wGcnLzVBHyfPzJjtsv7usOkID9Dd3mAThg90RTgzUWyXyRIrq1aLcnMzRf+eRk5ensflUGlvr2FoxRKGLycS3N7RRCqVR5ElFFVhdsN6/nxsm59+8FYaqyvwOB3c3td6lb17Y3BuaomvHrd+QE0srVPhc7NVbAW21FVxOmbth4WZGLXBK+HjDi4s2/3K1lIp9jeHkSUZj9PBU+enStYl6ptCfPhdt+N2OmgNV9nIjCxL/NOPvte87y8eedZW3az1+RmeXLRanD1R00QXoLOlzqxsAXzmqTN8/537rmk/zKWeNYkWwHzqGBNbX6be209BZPA7mnDI/mt6re80CKGBdhlII3IjJtEyFhOI5N8jBf/7q7Z91xMrmXUSWoqCnqIj/be2tVz845xIgiZyeJQAh6u/+1XayjJeD5AkqQYYAPaU/NuL0VK8ZmfrayVbJ4EaIcS6JElvBz5/lce8CzgE/GAJsfoLSZL+DfgDSZI+I8SOsaSX/h5lXAc8e37a1tYr6IKaGj/JXI5sTjN6SiVwux3MrMdIZYyK0EBP1DQthWJrr6TyNVCSZ4iAeDxrVqTWNhNGnuGk0c5rbari7KxFeIbnl9jX0cD0/AYuh0JLqMLWLhsZW+TQ3mZyeQ0ENg8vgAuTS+xtbjCqKjKmMP8K9IyGI2P8m1hNozplNN0SiG/FM4zNGcSkuS5kE+u31Ib4kfsPoyp2ndgrga+dsFeq45kct3Q0sh5LkssXyOXsLU1JQGbdsLSIAa2767iwZBGupkDQJKkC6AhXcalIoiUJfvy7bqUz+vztuVLy9SNvOMjDZ8aYLArfW9xBhgvWMTt3aZHeSC26LlAVmdEdla6/+eYx3n/74PPaaKwlv8ZU7I/Q9TR5+bkDCZfjn+H0+gXjvf1v4XD9bz3vdn9HI/1ZxPb/V7xRAVIQSibRb5Y24kY2xkeGfpucbnzf/M2uXqo4Zq6fyA/yzdinzNtVzjC7AjduMvhmhMQrYP1wY1/+lcQyRpfuCQwLiL8FhoUQyRd81g5cE9kSQsRf/FHcjvG9/a877v8MBhG7B/jay3yPMq4D3nPPXv7tW2dM889IdZAzF+ZNUnFufoXqSh/rRZF8R3utrXo0MbVCpCZAriBwOWRmFu2Vrqn5DQZ6o0iShNuhcmxoyrauS4LmvXVoeoGg2wtbJYRJklBykNnMkgEIVdqeW1Xh5cyFeXPacW9fIxtFqwaAPW1hTp+ziN/e3Y2mxkuSJNZLSOLSwhYHb2nk2UXjs/XW1jJ22SICMysxbutrYTudw+NU+cAb9r8qRAvgA/cd4PNPnjXF+k01IU6ct4YcsnnN1gJti1YxVJwIlIDsahpHcQo04HYxOWeJ1CVALwh6OupRFIld9dUvSLR2wqmqfOYnvhdN1/E4HPzhZx9jeNyqdAXcbqan1s0W5+6BKKdmrPW3Hex7XqIlhMbU5h+Q1qaM29oC9e43sJwxbDFqXe1s5c6Zj59OPExL4Lup9z6/8P2ZmRmWthNkNI139vfhUl/70lUhMojE/y25ZwuU/aBdBMkFriNIjoFXbfuuJz4791WTaAH8zlwtH4vUkNUl0gR5Om7/AfXw/N/SInvIFDQq3R4eaHvRwbAyyngpSAFdGNGubsABSJIknRZCpF7wmSW4nt8yLkADdlavrmzMfl6AbH07kCQpBIR23N14Pd/jZoTb6eDD776df31mGGTwZRWWF61fyJmcxt7uMN6gm7xWoCDsP4EkSWI7mTV1Wbs7GtjctkhMS3O16X2FEOxur2esmGcogA1PnkvFeJ8JsUFftJaLRcF8e1Ul5y9YIvYzY/O0N1VzeXYdCUFTpJIzJcRveHSegZ4w+bxRyTLd5IsYG19kf2fUsI1QZZtQGyCf0ghVeAwLBPm5P/W+74593NnXdk379UaiNuTnw2+9lW+eHEeSwaHLLMxbJHUtluS23ha244Zf2ZU4pCtIxnNUFVQSqSy6nCXYEjJbkADBGg/HF41jdnZ9lR9cPUh7bdU1b5/fbflkfeQdd/Ct0xOsFUlwS02I0xvWfp+5tEa0LoiO0eL84XufPzJnO3vKJFpgVN1q1SwBXxgh8iiym8Udcwq6sH/2UszGtvjhz/47+WI1czWZ5KO333rNn/OVhNC3EbGfBr1YJdz5e1SSgASIBORHECKDJH3nCv6vYCVr/xte1Rx8cPJWsnoOEDxYL5MuWEWF+bU+/vjsVwCQJYkvvvMH6K+9CbVr1xNlgfxLQRBD5nSg+N+7gI8BHkmSLmJ4bX3gxV7kepKtMQzGdxh4tuT+O4v/Rp7zjJePnwX+vxd7UBnPxedHznO0WNEJOJxU+N1sFc1C66v8nDpvTZclU1n8XpdJrjpb6xgqmQhcWN3C41LJF3S8boct3gdJYi2VpLuvAVmRcQecPLZQoumSwOFT6e8KowtBVd7BEuu29aDbiUuSyecL7KwrBf0uxqdWjXgfYH9n1NbS7GlrsFW6Bvc2WW7nEiw7MmzEDKI4ur7GLbsinC5qvgbbItzR2/qS9uuNghCCR4YmOF20nohWBVEV2dRFRauDHB+2/Moaw5UosmQew65ojTnUoOsCT0Eyp0SdDplL2xZxyxcK/PaXHuETP/zub2tbAx4Xn/yl95PK5HA7Vf70X5+wrcuKzEo2ZVThEnBmZpE39Fyd0AZdhwi6DrGdPV7cDxKpwgYpbbZ4+xJBRzfbeSMjs9q9lwbvHVd9LSEEf/rU0ybRAviLo8cYaGhAlWVyhQJ3d7Qhv0Ym3UTy7yFX8lXqOAT548UbKhSsyiaFGUTiL5ACP/eKbuONwI+2vZef3fqfZnWr0RPh7NaVqHSJsUSAOqeCTgGhe/nGhHW8dCH4tSe+wUPv/P5XYcvLuBkhhBDAheJ/nwajrIVFwF5x64d/Bv4H8ElJkn4aQ+j+JoxEbQDPdXyvK/g48Mkd9zVi9FbLeB6cmp7nyXFr9D+ez9Hf20hjuoAkS3gLCqvL1q/orUSG23pbiG+lKWg62azdAiGTzaN6HSQTGbLZHB11Qda3rOpqbbiCU/PFatUKdDRXcemKsaWAVC7H+LJBsBQJusOVzBW1WI11IUZGrZbTudF5IvVBForC99amGnPSEeDs5UU6mmrI5w0x/xVjziu4PLHMYF8jSKB4FB7ZsIv5s4pOS6SSnFagrtr/mhkxf+b8tBVjBMxvbHOku4lkLI0iS7icDpYWrUnNucVNbtnXRjqTRwjB6qZdXrCymiBaU0EynUWXQOzwK2usrHhZ2xupDpr//1+/726Onp+2WqC7qlmatT7Lbz/0CJ//2Q8gyxJ5rUCF16rOSJJER9X/x/n1/4GEgiQFWMk8XbIuqHI10VP5IRTJTaWr5znH7Bf+9St8a2ySdD7PYFfUtlbhcvGTn/+S6RH22w+8kfcPvvrtOCEKkNoxxJ0/B459IDSQHJA/Y18v2Ku236kIe2rpc72R85sraLog5rLbmCxn8swlB4hraYQOPqeTjYxVpe2tLscvvRjKcT3XDkmS3gfMCCGeuXLf1QjYi+G6kS0hxJIkSd8D/CPGVCLANvAR4FNA4vme+zLeMwbESu97rVwcX8torKzA73KSyFod33Q+z7kFo9VX6/PidjnIFElVTYWP00PTaEWn8dq6gC3PsHtXg+kYLgGZTN6susiKxHyipP0hQM/otEWrcKgKIaeLYxdLjEQFBCJe9vu9CF3gdqkszllVl4ImCFdXoOV1UyRfCpdDZXnREvPv6Y0wfMFqcbbuquPkhPV++w5FGFpcNLctsZ1luuhKP7+xzZsHe7i3/8a4xL8UhPwee54hkFlOMTlhHLPW1h1+ZdUBjo9YfmVdLTv8yjrqbKan3eE6VjEImUNR+Il7brlu215XGeC+O3s4N7NEXteJa3alQSKb5d6P/TWpXB5Jgn/+6fezp6nBXF/NDLGcMQTwEgp+R5NZ2QLoCv0XKly9V33v4bklmyfYhcvL1Fb7WE0an7U1VMmJhEXmf/9bT/Kmzl1U+655yOiGQJIU8H0QkfhT605HP+SPldy2V7ok/0de0W28URjfWuUfL541z/V+gkjuJUTxjz3qaWZo06hkIkFzJMNsUQXhVBQ+euC12RYu4zsWv4phSwWAJEl3YxAsH/B/hRC/ei0vcl2VoUXjr3aM0UgfcAarfXhNXhRl3HjUBf38/AN38FtffAQEdNZWcW7amghcTaa4rbeRzGYaRVbwKw6GSuJ9VlfiHLq1nWQmj67rxFN2jczaVoJQW5BYKk1eK+B0KLb1QLWbY8lFyIEzIxOtDLB4xadJCApLWc5MGhoul1OhpsrPWtF7q6GugtOjc+YX8filZaqCXlMk3xWp4cxZi0xdnlmnpsqPpum4XAqTJfE8AGuXNjnQEUGWwKs6eHqH2eeXTp5/TZCtvpZ6vveeQf75kSEAemqrGR+xjtnU1BoH9jWzshHHoSoEQl6WNq3fNxenV7l1oJVMTkPoOjMbdr+ymZkNettqyGgFHLKMz3n9/MMmFtf43NERcwI2Ul1ha4F21ddwsqilEwJ+83Pf4DMf+T7jMXqK8dhfm68lKCBJXkKuARTJTcg18ByiNby6xMOXxshoGpuLdv1qOqfR723Ak1fJaRqFgp2tu1QFj+O5pq6vCnz/xahmiQzgKiFWReQvgv8XkWQvyBEkteVV2czrjb+9cMz2o+Ls2jYPNh0mmdco6LCYtpsob7DEQFcD6UIOWdL5Dph3ePVR1my9FLQAT5fc/j/AEPBV4BclSboghPjHF3uR635aCiEKwOkrtyVJuq/4v49c7/cq49tHczBERc5BJqeRdeZtZp0A2naO8YtG+T5ab88zDFV6OXFu1pwIbG7ckWfYF+ZYSZvI4bROM1mGedkiATldx1PtpCHrw6koRJw+xp6xyFI2V6C3PkRjfQgA1a2wUOJ9lc7k6euNULGdJF/Q0fL26Bdd10kVNBLpLCINnb0NZnwPQDRcyYlLlk1FT6SWsRJrgg/dffAl7NUbiwOtUZ5yjJPLa3i0505F5jezrEwY7dmu3WHbWk3Ix/Fzll/Z7p4wyyVkrKurnuMz1jH7o688wW+++/7rst3//Phpm9XIwvoWt/e2kkzn0HWdjbidEC1sbpPO5Yvh1BKKZFcghFx72Fv7G1d9LyEEv/7ENzizahi6BhQnIa+bWDGSqbUmxLGSnEhNFwRcTuLFKu9P3noLXqedbOUKBTIFIw2hxn3tBqwvF5LkRKr8C/O2vvX/QfpfrAf43ovs/7FXbHteKby9dTefnbRapGFPkK9dXjAHdW6J1oBkyQOa3G08u2pVOv/g3H/w+wfK4eJlXDdkgDyAJEmtwG7gzUKIOUmSRoDfw+jovSBu6G8ASZJqMYxKvyaEGC25vwaoweiDXvPoZBnXB0II/uzhp0gV24SLG3EO7Iqa1YW2ihCjI9ZE4PzyFvt3N7K2nkB1yFRU+1ktsR2YmdvkliPtpLU8QsByxn5Ip9c36WqsJZnJUUBnq2AnRL6swupYnCSQc6eoCHrYKpluTGfyXLxkVHECfjcBn8uctqutCXDi4pxJBBMBD163w2wj7upsMMX8EhBbjhsWCTkNj0dlOmERNySjpXVbVwtel4OO+moGWuyk5dWCrgv+9t+eZmnN2N6NrRQDPRHOXzCIYltTNWPjlmP8xXOL9B+IMrUSw+VQiNZVmLFGAGcvLHJkbzM5rYCE4OKOit9Xhi7w3992z1VNaF8q3nlrP59/1moLhUMBjp63WpwdjdW2x3/oroNFogWq7GFPza9xdOnDAMg46Kr8sO3xBV1nZStBOq8xtLZoEi2AeCHH3l1hCnkdZHDlFS6XRDLFUmnuaGpmYzuFVtBpD4Rsr72eSXLPw39Ostj6/Owbf5D9Na/OwLMU+AVE/jSQB8mH5PvRV2U7bjRurW/lva17eWpxGqekUOX2MV+SDHF0fpPv6eknK/LoOkxs28/dx5YvktJyeNVXJt3hOxLlytZLwTngjRjyqPuAC0KIK7/YngCuqfVxzd+kkiT9WvF/r9TsPyBJ0h1ATAjxZ8XHPAk8iSGObwB+HCMN5Md3vNxPY0wR3gN866W8RxkvHytbSS7M2UWnyXiWZsVPPl/An1dY35FnmJV0pjaN1lOHy94WDFZ4OHFpzpwI7Gq364MGmsOcKtEH9dTWm/ogSQhykxaxSmZytLU2kExmcTlVmsIhxi5Z7bJ4IsPg3ibSGHowp1Nl8bxVodmIp7ltbwvxZBZN10ll7fqgZDJLhc/FRlYjn9OoanGxGre+yAfbIvzu9775xXfiK4yLUytM7jRolQS7mmvRCgUqAx6mdz5JkkiksiSAxjq7X1l1hYfhC/Om91X/vkbWExZJfv/tg9eFaAH0Nzfw/Xfv48nRKVRVJuhwsbRutaUvza1z+8FWUgUNgeD+gV2253vlA/zLQz9HPK0hSzJHPhLEE7DWv3xqlF/9f18HoCLoJhB1Es8Xj7uANS3F2Iax7+rdPtwOlUzRj6wpGOTomBXJ9L8eepR//7kP4Cp+9r8afcYkWgC/euIrfPFNP4JDVhBCvKIaUUkOItV84RV7v1cTq0s5FqaMamSo1Z4IEPZ5eXJlGk0UEwqqmlnLWt8BP9B+pEy0yrie+F3gXyRJ+gzwNuATJWsu4JpOtpfybfrbO27/cPHfaYx4HjBc4N8LRIFN4GHg14UQC1wbruU9yniZqA/5+f679/MPj5w07hACOSNYLl4AN7ZTHNjdyEhR+xRpqODshFXpujS7xkBPhKn5DZxOlXBLpU1sfXFylTsHW8hkjbzCxZh9NmLi4gr3u+rIpTUQgpmUfVJOL+jo2QLpbIE1NY7H7SCdsSYg45JmaszqQn6bWL+mwsfx0VmzXRapsVskdO9qsHIdBSgbBdMiQZVlfvL+16a4trutjtv2tfP00KRxhxCktrLMzhltw+mZdTrb65iYNEh0U2s1Zy9bFZ4zF+dpb6xmcm4dSYKmcCWnS4xHz52eZ//+MNmCjipLfPCOa4vPuVZMbGwwvmVsa399nW2ttsrPk7MzppP/Hz7yFP/nvW811//x0VOcm4mZt//wC4/xOz9gEOKcpvF/v27ZI2xtZ9jTFuZYfh63rNJVWcPpJWs/LGeS3NnRTDprhKx70gqLJS7s02sx/ucXHiGTL5DJ5xmvsZ4LsBCPc/ff/R2xTAZdCB7+wAdpr7QT2TJeHk7Mz/Oty5fN20NTS/Tvqmcivo5bVtlV6+PMltXqH9qY4f7wblRZxq04+MGO21+Nzf6OQnka8dohhPi6JEkfxigaPQH875LlW4DZqz5xB66ZbAkhXvQnnBDiZyhR7b/A434D+I1v5z3KuD748Qdu4dLoEnpBx6GqHL1gt0CIazna22rRCjoVAQ9z69u2dd0hsZnPQj5LdT5oW/N7nIyMLphtyv7uMHNYguzDoQYuPGO9X+/+RoamrkwECjJbluB+YzPFQH8jZ0YNgtTcWm0T86/EEhzqbmIrkUZVFXwuJydLWpwLa9vctreVVCaPLoTpJXYFa0txOusriKcz6LpA5F+b3xCSJPFzH7yHWCqNrMj4VQcnn5ksfQBOr4PuwUZ0XccbdMNoiQheAq/fhewyiKe0w7E9GHAzNrNqVny+eGyUH77v+c1GXwpOTs3zxMUp8/bZ5RUO7Iowu7qJ06FS0xhgZt4i5F+/MMEnnziJQ5ZJZ/N87pkR2+t9c3iCdC6Px+kglsywkdihRIgJ3HMyoBOvzeDwyDZvrQ0tw/mNoomuL2TzI4tUBnjo5HnzdltbCKnS6oj0OSIcTVg/PH79m9/gn9717vIU9HXE5U17W1BCwpF2kFuHHBrU2C9bde4A/3PfO3Err5HBhjJuRvw7sIHRMrxHkqRHhRDbwBHgoWt5gfLcxusUz568zPBxi/AMDEYZnrQuIqomMT5j/Xrc3RXmXLG61VAXZKSk0nVufJG+rgbOTy3hUBW6mmpNKwgw8gyP9EXJZjQUSWJjNGbblgtn5jm4rwlNKyAhcfGivZqQSufwBlxkcxq5QgFFlimUXDxTWp6xBaNN1FJvF+tXBj2cOD9rtsvao3Z9UF+JbQXA737yG/z5L702L54nL84yPGPsGwlBd3M100XHfAFsa3kuTxm3ZVmiqTHEbDFcvKkhxPCEVckavrRIuCbIYlED1txezYkpaz/81dee5cH93USq7ET628FaPPmc+zKeAotqGgRUEbCt1Xi9/MlXnjQHNg42R1kt0ex835378BRF7HUVfn7y/iP80VeeLH5uWEtYj11c3ebg3gjPFIPVd1fXcb4klHsyGeMNvc2sbydxOBQCkpP5mNXivHw5xhtDPWQyeUQBphP2Ku3w0hLxXI6gy0UZ1wfv2r2bfz17llMLxvnaUVXJmWXrO+GZC6v09tUwnTL+5v9L591lolXGDYMkSXXAfwB7MaymqoCkJEl/AHxMCKG/wNNNlMnW6wgFXSeT1Uhn8/zdZ56yrc1fWmNPRxgZcDscnDplVwDltQJ9PWEKBR2fz8X8lnVBkgCvpODMS+i5Amj26pDP5WBqeMV0oN/fHmFlxaqU7d4d5cyIVY0a7Gs07RsEkNEL5nMXFmIM7mviZLFt2dJQydlJ64t4enmTQz2NLK1u41AVakI+To5a02eT8+vcureVdD6PhMTqjhbnmfF5fvhv/o14JocuBH/1w++gNvDKTaA9H7K5PH/7JatdJpBIuQUtHTWoDoWA38OJcxZ51nVBtd9DdZUPXQjcLgfTqzFzXSvoNNRXkJMEOU1D36FmdTlUgt7rQyDe1N/JnV2tZnWrrb6K4QWrOnlqdoGecA1jS2u4HSrt/hBDKxYxPDkzz4GuKBm9gKJIfN8b7C3O9x4Z4PjTk0b4uFPm6a1F23o+n6eyXiFT0NBcO9PEYMOR5VxhHQrQH7TrDeuDfo6dmDPJfXdXPbNY5+6PHDhQJlrXGbIk8YcPPsiJhQU8qsrZ1WUmTlr+YrqAD0Xv5b6ODjyKA1VSXuDVyijjZeN3gTngTUKIdUmSfMC7Mfy39gDvuZYXKZOt1wmyOY13/fLfs1L0qxposOtmopFKzo5ZFgi97XVcnCwR0auSqdsSwK7WWiaKgu26Kj8jE4tmNWn4wjztLdVMLloanTNnLTJ1enKB/p4w6WweRZFYWLN7Pp29OE/H+6JoisBRkLn4kN0ZOx3PEq2rIKcV8Lif+4tWyxdYLJI5944x/gq/m1Pjlpi/r63Btt4zEOHopEXOfu/Lj/G/3/9dz3mPVwLJTI7v/YNPs7KdQNMKtLjtVaZQpZfh4jFxbMg01ATNaUUBxAt5xseNY+RyKNSGfKwWJxIjtRWcHJ8zheG5yVWqgh42Esawwo/cd8iWd/hyIEkS77p9DytqmoKuU6l6mIhZ4eUS4MWBnINcTkOutlcVK/wehmLLZDTjmP2/0yP89F1HzPUvfmOEM2esY3bwjiaOLVyJZBKsBOJsJo3PNaatcKiplROzxn7rqq7m7IpF/M5ur3LbrigLK9s4FIWw38/aukXIxy4uc39fC7m0hqzDe7t3X5d9VIYdzaEQzaEQAPe2t/PVS+Ncjhntxd6aWt7evfs1E6v0HYnyNOJLwRuBQ0KIdQAhRBL4lCRJ/w48IknSfxFC/PULvgJlsvW6wb8/OmwSLYCFZMIUngsJYpkSY1LJaMV0tNSgKjJer5MTJS7vEuCUZPZ1RtF1HY/HaXttBNS5PKRUN9mchqTvqJq4VKbXt4gX9VODvVFWSy5ozfc18C0xbcSaA/fd0sL5ZxeuvDRZh2BuwSBoK5sJ9u6KcKbYImusqeDsuFXZuDi1wp7OMJfm1nC5VFoj1Zwq+SznLy9xaG8zac0QTE+n7WG//3l2nO10hqDnlQ/4/fRjQ8yU5ExKvhK/MgmWS/Z5vqDjCbmow49DVamu9nFyyqoOZfMFGutDNNWFAAnVpTC3aVVoUuk8h9vDrDmTaJpOpMLe2ns5EELw58ePMlwkNZKArtpqJouRTa2VIc7MWMfs1OwCzdUhZtaNz97aWMXxOYtw/+WTxzjcGMGtOEhmcvzTQyWu6sDs6WVuORBFAIpf5ptJu59y3pulrcNLTi8QkBWwJzpRSBVYWzP2bZ3H7iRf6/Ny/olZ8sW29D/4j/HLP3J9/MjKuDpcqsofP/BdPDkzjVtVOdLYVCZaZbySCAkhVnbeKYSIS5L0UQyT0zLZKsPAqTH7wMRmMk1TfQXaZoJsLo/LZT8VakJ+xsaLv/glaG2uYmqhpBohSZwu+lfJskRjQ4i5oj6opsLH8IV5cwJwZGKBcG2QxWKeYW9rPadLXN7PTywRbQmR0vMoHoXxmphhI1fEsw0LHPjuMKjgEionv2WvdGUzGn3hWvKaTijgYWneXinDKREXeeKZPBFh9/jy+1ycWlwyxfx7uyIsxCwS8q5D/a8o0frGUxe4eHmFTDbPk8v2zzmzuUlba03RDFRQyNqlAi6nymTRqHQjkSLk9xBLlPiVpfKMTRvfGUG/m4DXZbr/11f5OTFmhY//7399jCN9rabf1cvB8fl5hpes6pGQIOhzcVgpknW3g5mVmLleEIKqeh+bapaspiF2+Ld6FZWP/uUXSeeMY3ZLc5jYOWtftfXUcWzcun3w3kZObF853wRbWoaphHEuz4stBsItDC8a29flq+LceWtbz0wt0h2t4dLSOm7VQYe7gmHNIrkPPTJM30AU1auQ0TTesrsbV9nC/LpjoL6BgfqGF39gGWVcf1ySJGlQCHH6KmvPAruucv9zUP5WeJ3gI+99A88MT5lC8YG2MMPnrQtSJp2zLBIEpBIl2hYBeq5AQ3UAh6oSCrhtAnldF1R63NS3R5CQcLpVnl2fMte1gk5jfQiXqpLLa+yUEwoVxm9PsZEzpsoOBKIsZqwKU1ddLU9sWq93e18b589bOi1JE1yctkTPvW31jF42LpgNtUGb8H94cpGe5louzqyCELR11NqE4acvLrC/N0JG01BkmQ/deeBadu91wepGgv/5f79mZD4C7d32Vu9ANMxQSej27qZ61raMtqAMxDYsYXgqnaO3qYpUJovb4aCpPsT5Er+y7USGA32NZDUdWZZwuFSWSvRrq7EkT41c5sHDPS/7cw2Gw3RWVzO+XiwhCchu5Di7aNx2qDLhygCLRR1gY3WQE7PzZhfi3OIyNX4va8Wpw75gDUOL1n44l1inoTaAltdxOhXGt+zTbCunExzqb0FGwuNSeWy7pNIlgeLW2RtqoKDr1OBmAfvzPboKCUGGHFJwxxRnpYdf/8Y3zRbn3OYWH737tpe1v8oo40ajbP3wkvAJ4E8lSbpPCLFT9FkJPHcC6Cook63XCZobKvn++/czfHEBEKTTedv60so2XU11bMXT5PMF27QfgMftYnbGqIosr8rUVwdMXy4AWRMMjxnVA5fLEKZfcSyvDHgYHp03vbC2ttNUVnjZ3DIuns0P1PF4zhJ3j8fWCDpcpLU8blVlNWtv7Y1Fl+hPNqDIEh6HyokRe9VOINjdFzHE/F4nc6N2l3if04kb2XBP35GN53M7uLi6Rjxj/E19/tR5Pnr/K3Px/PRDx0yiBTA5tsLtd7WRLhh+ZSvLdjH/2MIqfZ1hssVA7vU5e0VPKoCeKJCiwJrYtoWLg1HpukJK62rs4eLh6iD37rumH2wvCqei8FtvfCO/8qWv4ZQVapxeTo1aZCmv6TQGgjQFKxAIVK/CdLIkkknT2N8QJiS7yGu64QZf+jmB1HqaVDqHAJqbo6ZGC6ApUsWz41fa0IK+/nrObxeJp4DESoHJtTXzdn+4mktFIthaHbINYJyaXaA1XMnsokHIGgaqmV622rV//dRx3jbQR0tV6OXutjLKKOO1gf8LfBdwXJKkXxFCPAwgSZIL+EPgsWt5kTLZep0gnszw+f8cJp4sZsRFqpBKXOL7OyOcHbUuGu0VlkWCAHIFiwTkNZ0Kn4eteBqX00FDpZ/zY1b1KJst0FUTIlwfQpbAozo4NjRlrqcyefbsCbOdyKBpOmm/DiVWSWktT8jlZSuXI5fL0VZZyXzKIhJtuWoulNhDdDbXMD5juatrKpy9kncoQXukmskF4+JZH/Jz9uKCGe9z7sw8rd1VTK0aF8+utjqOl+Q6/u3jx/nuvT2011Vd035+ORjc3cRn/2PIvB2ocHNqep50Ucw/2BRmvmSYYKCtgaGL1jE70BZmpKSdtl3iKbYeSzHQ18hQsb3WHqk2iRbAylqcfXuaiGWyqIrM22/vx3mdHOQBNpeSbIwYBGrLFae60mtzrE9kcmYmpd/jJBR0E0sb2x8NBjh2yQofT7pz+N1OEkVCPOCv5mzaINwSkLgYw12pktc0fG4nE+mY+T4SEtsLOnvqoyiSTAA3T5dkJSKBL+DgSC6MrgtcPidzWM8vCPC2+5CDWTJ5Dd1hr3T53S6qfXadVxmvPj4/+yznt2fIFvL8YNu9dAReGzFcrypunsrTy4YkSSEhROxqa0IIXZKkt2FkIP67JEl5YAGIFP+991reo0y2bmLk8wW2NpNkMnm+9OR5k2gBTC1scGSghWxWAyQSO8w+L8+ssbcrSjKVpaDrbCWztnWh6eTjefLkWUprVAQM8nUFBVkwXBSqB31u/D4XieJrBP1uzozOF98bgmkPvrucZizKvpooR1euXAAlluJJ3IpKpqAhCcgNW8QPIJ7M0hqtQlVk/D4XJyZLtE4CPE6VfZ1RwND7HF20KmVCCCIuH5orZ1S6dnwBORWFkPeV0WzddXgXdxzs4KmTk7g8Ko29NSzOWGTq9Mwit/Q2kslrSJLEwordaPbM9CL7exrRCgUkSeLC5LJtPZPJ4fM6Db8yTbOFiwOk8xoX56x27Dvu7EeRnxt4/VKRLxT48y89bb1PVqPXW0Uup+FWVSLVQc7MWuQ5kc5xsLmRXIWOIks4ZYWlFeuYbWbS3BNpIbGZplDQyW3bK/uZeI4qnGzFcxSkDJVtNaylLGLX4A9w4rKxXxUkWipDTG/GjEUh0GdyjEwb5F1VZcKNQRaL4efRhgpOzi2YP1JGLy9RV+Vjpegl9uO3H8LvKkfFvJYwn1rnj8e+QKGoX1jKxPjLQz+BLL38c7uMmwbrkiS9VwjxuastFtuHPydJ0u8DDwB1wCXgYSFE5mrP2Yky2bqJ8bd/9g0+/6/GpFbzbru41O1UGZ1YNqsf3a12fVB/V4SRCxZp6elqYP1KkLEQxk/8IhKpHHu6wmyNpUEIotFKRi5Zla7tZIb93VFSqRyKIhN0OTk+ZPl4bS+nudXRzGbI8LbK7AiqXs+kaKusYDWTIKcVcDjsX5KhoJfRKYNYyDI0RULMlgiuBZgVHVWRbWL96kofQ5csMX/y7CL1zX6Wt42W3Qdv30+V/5WpVEiShKvZy/aSBBRo2uFq4fc6Obu4QrKY93iwKcryptVa3NsS4fQ5q0oz2NNoDjEIIKVpJNPGc+dWt9jf1WiGdDdHqxiZtgjP+ellPvvYMN97z+C39VkyuTy//CdfIhZPo+k6W2n795EjJyOms6TJsrau4ws5zc8FkMrkODdvtK1rgz5cqkq2qIsKe/0MDc2YRDFcFcChKuaEYGdPA6dKIpk8kxpKlURBCFRZYq6kRVlAoLglOnwhnJJMnezhXIlNiabpNLt8tNb5DO1ircpkSbs2ky8wEKrCpzjIaQUq3Z5va3+VcX0Ry6aZ3o6R1vJ8fe1Zk2gBnNua4ej6RW6tefl6xO9YlK0fdkLCyDl8QQghFoFPfjtvUCZbNylWlrb48udPmrdnzi0xeE8HZy4v4HY56G1rYOi8dWEem1rh0EAL6XQOWZaIl1SpAEYvLnFgTzPZnJFnOD1nn5ePJ7L4JJVsPk82nsPltOuDNASj80bVpH5HnqGn0sXT2TmSSeNi2+SvwCFbESv76yKc3LA0XVsDWeQ5wyVeYPhRXYGug0OXqAn5cKgK1UGvLSNQK+hU1fiprwogSRIOr8ryqEX8crkC+9VKwjjR8gXanC/fQf1acXl5gy8eP2/ePjW5wK6Gai4tGfu6O1prmrkCnJqdZ097A9lcHlmWWVywC7vPji8wuLsRoYOiypy4aNe2JbQctW0hspqGM+A0wihKUOn/9onD575xhmeGp8zb/b0RhlIGAZcQbK9blaatWJrdbVGOLS0gAZ2RGpNoAaxuJ7mlvYl42mhxhlIqpwpWpWtxI87tB1pIp/PoQie2o0q7sRinJVrBViZDQRjVslJUZ11cHDa2bd2hUFPpY23T+mGRXU1zadI4dz0BJ5X9HjZTxt9HpDLI0Wmrxfl7X3+cu7raqPSWSderiV94/Ct8Y/YSAAcilVDie1rnqmB/ZcertGVlvF5RJls3KWZn1snn7RUipyZQ0oJ8Okd+h0DeoSpMTK+yuW1cBPd0Rmzr/V0Rhs5ZF+uB7gjDJZUvt6SY5GpzPcnu/U2cKuqmwjX2eJ/lWIKDfVHW1uOoDgXnIQ/juSlr2xNbPODooLBZgAIsV9mF4ZPSBre2NZGIZ9EKuiEQL4HL5WB1IwbAejxFTYXPnNoDIC84XfTl8nocVPo9bBYtEqr8HobPzplE8M/++THu3N9OKHBjqlsX1lb5h+HTpLU8xHTzog2ABKGgh2DS/ZzPCOBxOZha3ySeNtqzt0QjFkkAeneVVHiAvT1RThcrfAJIywXmVowqzepWkn0dEc4Uj1lnYw33H+h6SZ9l6PI8M2sxUtk8n/3P07a10YuLHOwIk9cKSBJcmrGTdS2Zx6sp5LQCme2cLTwcIJPMM1Yc0GgL2fMMqyu8nDxneV+1NdojmdoOR3h63doPEVHBPAZZU4CtSev8yuYLVEb95IuTjZGKAKND1o+SdDzHYW8zwf4gbofKajrF7DmrUraZSvPkxDRvHXgdV01eZZxcmTeJFsDJhU0e6G1jObeES1H4gdZ7cb3e431egWnE77DK1g1HmWzdpDhwuJ077u7hyW9dACBY5eXclFUtOH9hkZ6eMBeKIunduxo4XTIhNnJxnr19jSTTWRRVZjtlrxYMX5jnYH+zEWqM4MJZe0TK9lqShuoAuZyGy6kawcclrce8EyYTRR3MZYHcaOUZBnAy+Y1lM6KnKV0FbdZr35pqZqzExqCztc6cjBRAusRLK5svUBvxsxlP4XY4iFYFzYxHMMw8B9rqaao2LBC8qsqxVavStZXI8Oixcd7xxr0vtsu/LfzuU4/z2MwUYOiHemormSnG6tRX+Bm6vGBOhp6eXiRSFWShqB/qjdTZch3PLC/THKkkk9NQVZmFHeHhE9MrDPRGkSUJh1PhqQl7+HgGjY5OI3y8s6kOeUcF6IWwkUjx4b/5vOlXdkskYuYuAgx0RMyWJhRbnGMW8dsib9qSLKxts683ag4qdNRUcXbGqk5ejsW4tb+R9eU4DodCpcfN6VXrtS/PrXPgDW0kJMOjay6/g6wvrjNYU2dsqy7IZO3ntqJIbBXJdy6r4fO5SJZoFt931yC3HGw3tjW2zaMXJ0nljc/dGAryQF/nNe+3Mq4Pnp6e4fcfe4KMplEVeq7GstazRVYxfiwuZs9i5AeXUYYNdZIkydeadfhSUSZbNzHe8/23EttMousCZ5WHZy5YlSkJ8DscVLncZHJ5sBfBUB0K07EtU6e1vyPKTEmbqm9XAydHrIv1vt4owyPWBU8NuVgq6qg2tlMM9jWaHlF1VX6GSzRd8+Mxbu1oYjSzgltS6Y/VMJKySMTsmQ3eFN5FNqshaxLJGbsgemJqhX0dUdLFPMOFeMq2ruUKyAmdHFk28nH8XpdJ5MAQ+58vivmrKjx4XA7SRdJQGfTwwO29L7Knvz0MLy+ZRAsM/ZAn6mJfdRQk8Egqy6MWUdB0ncbaChSHTC5fQIgdPx0lifVshq3iIMTe1girJZWu1pYaTk1agvs9uxpMnZYAcpLOxWKg98TyOm8a7OINfSUs9wXwd48cN4kWwLGleQ73RsjkDGf+2SV7i/PcxAKDexopCIGsSByfXbCt57bztOh+cvkCvsxzs+/yWc3U5fU02fMMK6q8PL49b3pfDYQbmNm0dFb7ImGbt9rB9jBbw8b7Swi2N6wW+lYyw77OMOdOz6GqMnv7mzh8wNonkVCQX33z3Xx9dAKPQ+Xtg3041XJW3ysJIQS/99jjnFs2fkyKdcHezgbObBjn9t56D3O50+bjn15/hjtqbmN3Rd+rsbmvDZQ1W1fDHwL/U5KkYWAIOFX8d+Qq/lovGWWydRPjS587wdkzBsESwK5DjUwULRICfjej40tm62/k/BxtrTVcLmqx+rojDE2UVE0m59nVWks8lcHhVM3JQnN9fJ7BwWaEEEiqxPGJOdv6xlaK1s5a8lqBoMfN0kV7tcE3oaCO6WjkyDTZW5wel8rUI6tmvE9Pl13sv6fD3tLs3R3hdLJYCRECOWv91W8lMuzpjhT9xiBaV2FmPhrbmWZ/T5TtZBZFlnjT7b143TdmuqyruprWihBTWzHzPimLWdFxqwq1QR+r2wZhqgn6ODk5T77YXouns7YW6J5oPUOlodsr6wS8LrKahtuhshS3e+8trMTo6yj6lbkcPHPRXun6f0+fuWayFdqhUfK5XIytrpt6ukNNEWvAAujpCnNi3NrWfX2NnLxsidpzKc2MI9qMp9nfH+HUtHHM2ipDnLtoHbMLs6vs7YkwM7eBw6lQPVjF5Ip1PgwvLnFbezMZTUOWJObXdkxxri9xsDNCTisgC5idWLOte0JuvvnFX0B9HhL1rv39vGt//zXtpzKuP84uL5tECwx7j0olx/v2gUAj5NLY8XVDLL8jZaKMMuAZwA3sA24p3icATZKkUSzydQo4I4RIXPVVngdlsnWTYnFhk29+bcS8LQFqUmPvQBMg4XaqHD152XqCgKoqHzlZNywQdvgHCVliVcqykk9C3tAHzZZUujrb6jk5alXO9u5p5HRJi8td6eLstNX629cZYbhoNFkd9HLu0o6LZ1eYs2MLqKpCX4s93ufCxSUODTaTyuRQZJnt7R1i/nPz3NrXhJYvIMCs1lxBIpEh6HGRzWkUNB1VsSbZwBDRT8wYguhsTuM99w9eV8+pK3CrDn777jfyU1/7kmGB4ApytiQqJqMVaGysIFpXgSRJuBWVpy9YLc5ENse+1ha2tg0LBG2HRi+bz+MOuEnGcyRFjp5AiKVNS1geCYc4tXSFlEJ3uIbxRWtf/cAb9l3zZ/mhuw/wlaELTBTF/H11tTa3+zMLS7Q11ZDTNFRFZnbDfrG7OLnELU1R0A1H+Wd2iPkL2xr9nmryWoEqycvSDpd33QEbhSykoTJdYVur8Lg5Nb9Auqh7OxSNmG71AAeqI5w5W1Lp6oowXHK+ffh9dzwv0Srj1Ud/fT23NDVydNaKZKqOzjObNY7pfBZavBEWMsX8VE+UW6tveZ5Xe32g7CB/Vfy5EOKfJUlSgd0YpGt/8d+9wADwQxgETAdekvCvTLZuUtTVVdDR1cDEmKV1cdT6GCrqsmRZIhoOMb8YA8Drc3J2eplUsRKxFksSrgmaupv+7ginLpd4Pi0t01DtZzuZwelQzeddwfj4Enu6I4ChD3p2yl7p2spm2d0ZpqAL/C6nrSUJ4JQUHJqEni+g7XAMdzoUJi+vEiuSrIHeKDMlF9/+XRHOnLEu1nsGLDNPBKiKQrxYmVteizPY18RQ0f0+UhO0BVlPLWzwyS8c5cHb+8jk8tRU+qkKXj+xvFAFW+4kW0BKZKj0eWzu5zmhM1z0oAp53DYzz2qfh6ELlpi/OuC1tUD7dkU4WVKd3IynzClQSYLlXEm7VYJEPkdHfRUORaGxpoIjnc3X/DkcqsKRzmaSWcOvbGeHU1UVFjNJM4txsCNsG1roaahluOSYDfRHGL5sVSe1lMZkseo6wya97VYkU7SuwmY1Mnp6kb4jdZxfXUUGdtVWc6LEqPb43AK3RCLkMgUUYGE2ZtvW4bklfuYDd+N1O6iq8NHZYrdFKeO1BUmS+I377+Xn//MrqIpEpFpnMTdmrgugwQl3VTqQKdDgbS17bJXxvBBCaMCZ4n+fBJAkSQI6McjXfmDwpb5umWzdpFBUmZ/779/NL3/kn3C6HITqAzYLBF0X+AIu+qujSLKE2+vgqbNW1UQr6DRGQvgqPWi6jrTD2ypfKKB7FBLJAuQLNAWroKTS1dhYxZmSTMI9PWFGpqz397udjExaF9P+kjzDSr+H0QsLpmD+7NgCna11jBcF/r1dYU6X2FacGZ1nd1eYVDqHqipsx+yarbMjcxwaaKZQMMb+r0xJXkEsniLSGCKX1/D4XIg1O1M4eWGWv/viUQD2dkX5y19570sSjz8fhBD8wWkr6SGuZ+ltr2NzJI0sSXTUVDFcIgyPpTMcbm4kncmjSBJBycmxJYukrsdT3L67hVQmR0EXpHL2dux6PEV9OMhGIkVO056jLaryezlX1HBNLK9zaXmdXQ011/RZZtdjfOapM2hFMX8qm6M66GW9ON3a22gX808srFNd4SWX1XA6FJaX7K29hekNBlsajDxDp4OjI9O2dUkI9rQ2oBd0fAE3cyXO+hIQEA6cmoym68g75K5Bp5Ppc2tmi3N/V9RG/N56ez/f++ZXLhOzjJePka1FzmrzoMG5RYk399azkrtSJRb0+y6Q1UbRgYX4STqCb8TnaHk1N/nVxWtUs1WMwPkt4AMYuYNngF8VQnzzRZ73TuB9wGGgHpgBvgR8TAjxsnvGwhDIXiz+95lv5zXKZOsmRmd3mM99/RcByGbz/MAvfIqFZeu8c3od5kSY26lSHfKZuhqP28HZ2RXTVsDndtr0QYMtYUZKgqwvL28Q9LvZTmTQgcyOK9ziQozucDWyJONzO20VFySJrCiwryuK0AVe1cGJpcu25wc9Lmp9XrJZDWnHxdOhyCwvb7NR3PbB3kazYgfQs6uBoTMWKRnYa1WyAFSvysSV3MfNBPt7opwpVgDrqwM224ozF+f54mMjvP2egavt8peEeD7L5W17O0xUCE7/xkdxKDKLW3G+54//gXQJadLyBc7PGBeRcIUfp6qYU3wVPjenLs6RKcb7ROsqUGTZnGbs7wxzskQYLudBlowpUAnYTlgVNU3X+a3PfpNP/fR7MX7UvTD+Y2jMJFoA6ZzGwJ4I3kyKvK6TT9kPWl4r4M5KpBM50kLQ21bP6oYlgWiur+Ts+St5htDZVsd4sbWLEGg5nQtX2tIStLfWWJFMDUFOLi6aZH1oap7W+hBTRTuQAXctZzIlmq5Li3RFa8jlNByKzA8/ePhFP28Zrx3kCgU+PvykeTsvBPPrdUSrdVRZocsHWe0Zc10XOSZif8Pe2o+9Gptbxgvjk8C7gI8DExhtu/+QJOkuIcQzz/80/hojOucfMYjWHuCjwJslSTp4DS7vN2QCsRRlsvU6gcvl4Bd/7D5+7mOfQ5Ik6mv9NmF4JqexqypAXciHKst4gm6bPiiZybG3tcWY+NMF8o7pxXgqS3u0moykk8nlce3QONUEfEyOG3ogAXR21jI+b+mD/KqT00WRu4RgV1M1U7PGxTPodzN6YcGM9zk3MkdTsxUG3N8V4UxJpWvk4jytjVUkUoYJ5nbc/nc2OrrA3sEmBEYcy7FRewszlsnS0V2PVtAJul0sxew6yKt5Xn07CDrd/NL+u/m1o18z7/tv++8yK06RUJCP3H8bv/+wUf1qrqxgeMo6ZotbCY50NbK+lsShyFQGvRy/YH2W+ZUtbhtoJVUkX7EdFgdzqzF6G2vYTufQdd0kbVfgczuviWgBvPfWAf7p8SGzBVpd4eXZhTlTzB9zefB5nKaD/UBjg+V2L0msxZK4naoxvSjBaokzvgQk42l2NdWgqjJ+t4tTpW1nAV6ng4G+RiPIOuRgYtbSZOk6NAk/ImPYS8g7nAGcqsLa7JY5ofrM6ckbZvVRxvVBKp/jXQ/9C2vpFAW9gCdoP09DboWlrPH9EcsptNfXkNet75uI782v6Pa+5vAarGxJknQY+F7g54QQHy/e9w/AWYxcwje8wNPfLYT41o7XOwl8qvian3yRt6/gBvOhMtl6HaGqxk+hzogVWVXz+LxOtkqIiCornC1OeQUDbvweJ4nixdHtVLkwucRWcSKwKuDB63aQyhhVl/7OCGdLQpE315O4HKpBTAS2apQEZGJZGqqNmJWg28XZMeu5AgnFozLY2whC4HU6OHrCqnTpuiAc9OPICTRNR7nKH3UylWVt3bhg793dyPxSzFxr7ajleEl+4r7OCGfGrfd3eRycm7KE6oO7wiYxra8K8I7rUNW6gu/rHEQIgSxJVLk8HKprsq1//62D3L97F26HysLGNh/4k89QKBFE6ekCc7OG9bsetYeL+z1OTk0smJYMu5rsLcGBtjAnp6zP3RetY3nLIjkfefNt1/w5Qj4PP/Pdd/BvJ0aQZRmXV2VxuqTFmU1zz55WEqksBSHIbNhbnLFEmnq3l/V0krxWeM4EaFWl32yDyxI0NoSYKzmmWVUwWnTXV1WZSFuAhaIIPuz3c/qi5Vc2kluyGd3uDtdypiTm6M//5Qnu3N9BTaX/mj9/Ga8sPjFyitF1K8ezv6KGBYxWtCyB0zsPRRlpolBgMnuINteTKJKbkGuAGs+1n9tlvGJ4N5AH/vbKHUKIjCRJf4dhyRAuxuU8BzuJVhGfxyBbL+rdI4RIvthjXi7KZOt1hL/44jNm9SKRybGrqYGtYqumqsJrM/vcjmfY0xJlPZXBoSjUBLwcK9F0bcTT3NZvBFnrAvQdVZG19TgD0Xo2NlLk88bUXylcHpXpLaMypUjQUhdibjlmrntlhTPFjDpVkWmoC7JUDF72e12MXlgkXSSCaxtxamv8ZhuqvzPCcMnF8+KlZUJBD/FkBpdTJSbZL/TjC+v0tTcY2jWXyvELdjF/Us/T3xehoAu6m+uu62SiLEl8oHv/866rikyk0ogMqvJ7+eDdB/jEIycAaKwIcm7MOmbT8xvs64tyeWkDl0Mh0lDJiYvWZ5mYXeOOPS1ksnkkYCVpn+IcW1jhQDRirEsSDRWBl/RZnpyeZmjFIER1AT9uVTW9rqrcHo5PzplVwcZAEIcqky+eF3taGmw+bYV0wXSJlySJjZIWpy5AccjUVwdwOlQqqzwcLwmy1jSdRiVAUySIJMAtqTwzZ3eJb++qJrjlJl/Q0Qv2c7NQ0JGvQwB3GTcOXxgftd0eW91gINhEKp9HkXUyBfsEclxv500tf/BKbmIZLx37gAtXsVQ4hvEbfRC4Ktl6HlzxCFp7oQdJkvSTwBeFEHMv9LirPC8MfA/wN9dihFomWzc5PvHVYyxtxEnl8hwfs7fLluMJqmsCZPMaqsuBks7bLBAUITE3Y1RNUtX2PEOnKnNhaoXN4kRgtDZoi1jZ0xbmwohVNYkG3aY+CEDyqVCUjxUEyH4FT0zFqarUBL2cH7WeqxV0QlVeqmv8yJKMx6Vy7LhV6cplC7RHqqip8FEo6M8ZOc5mNSoqvMS206TSecIeex8pWlfByGyxkiWgr6WO0WnLt8flcnC6KPYfmVrijQc7Odxz7ZN61xM/8cCt3LunA4/TwcLSFr/08S/a1iUNtteL0UM+n23N53JwbmyRRFGH19cdtq3vbbRX+D7++Sf4rQ8+cE3bdX5xhf84d9G8vRJPcEtrI5vJNA5ZJqS6ObpiTRvOxbd5494Wssk8uoDkpp34LS/H6KqtIp7IUCjoZuj0FXjcTqaLFb3VzTg1dfZIprxe4NyYcUz9Lichn4dYkVzWBn2cGJ8zz9Utj9tmdPu+Nx+gquKVCR8v49vDzx+6nQ9/3Tr399dEbMa4bQ3dJD2nAMN3673N33PV1xFCoAuB8joj16+w9UPjVeQIMSFEbMd9YWB+5wOxCFbkKmsvhF/CsOv+9xd53J8A/0eSpCHgIQziNXy1B0qS1A+8DYNkHcTQev0916D5KpOtmxjHx2b5Pw89Zd4e7IiYmYAADT4/ZxeM83g7kWFfZ5QzRVPMUMDDuctWK215PcG+3kZmFjdwqAqNdSFOnLcunvOr29ze20I2lUOSJHJJuxXE3MwG+wcaiSezaFqBjR3xPwUhyGQ0MmjkchqVFV7WS9zPVYfCcFGQ73M7CVV4iG0ZF0+vx8G58SWSxYtlwOcm4HOZ9g67e6OMlEQRrU1u4vU6SGXzCCBbWpWTjODj9kgViiLj8zg5PW6fXvzzLzzNM2PTpHMauyLVvPv269dWfDG4nSp7W43vnK5ILW+5o4+HnzTCq+ur/DYx/9ilZfb0hRm5vIjLodLbVMepksGAc2OL3DrQRCqTR5VkNjbtlfSHj43y8+98A6FrCKR2qYotPBygkChwedLQzbTUhWxkO+Ryc/rcvGmq2xGusr3eno4IIyVWEO11fszalRAkStrfmaxGs9tLPJXB5XQQqQ1ybtY6dxPZHAfao2gFI5LJo6g8G7N+eMTSGX7suw7RE60z9m9P44t+3jJeXTzQ1snb2/uY3zJ+sc2X+McBPHo+xV+8+0P4nS4Cqp9mb9S+PjXJT3/lS2Q0jY7KKr78fR/EqZS91G4QnrjKfb8J/MaO+zxA9rkPJVOyfk2QJOn7gB8B/pcQ4tKLPLweeCsGifpl4DclSZoBvgB8EYOwva34X2txe/4T+FHgS0KI/FVe8zkok62bGH/z8LO226cnFrilq4mCpiMB58fsFdnFlRhdoRCapuP2OhmN2SflpLwgtmJckL2yart4OhSZy2PLJkFqa7aHAfd2Ndh0MW3+OuviiTGqfwWZnEZVcxXrm0nDI6c2YGuXJTM52ruj1GTyhmA64ObY6SlzPZ7McHiwlWw2T0EXCN3+E24rlqKho47lWIJM3sgRLEUo4OFi0dxTAtrDVVxe3DDXdRU+8Q2jlafIEntawnQ32iNjXim8/Y5+5sdW0Qs6npCH5XV7Bd6tyzgyoGc09Jz9x5fXqTJ5YZXtYrzPwO4osyUWCm8+1HNNRAugo7aaH7vjEH/+uGGR0RwMMny5pMW5EuPgriiz61s4FYVmR4ChaYtMXVrc4PaDbWQyeSQkYkv2i+fU+Cq7D0dI5zSErhNbsxNDgSCrFchqBeR1yeZHBsbE2pVootqAzxTjA9RU+PjQd9+Cx/k6Dyf+DsJ6Os03L1wyMykPNUVZSFjnzPf2D3BPw9WNS3Uh+MOnnyRdbHFPbG7wN6eO81OHXmd5ia+c6eidwM4WXewqj0sDrqvc7y5Zf1FIknQn8HfAw8Cvv9jjhRAbGNquT0mS5AbuB96OIaz/KMaeWge+DPw88HUhxDVtSynKZOsmxm27W22anV3hKk6ctX7R7++M2sKno14/50qctPcebuFUUXQc9Llt4c/Tcxvs7W/kzMV5XC6V3ZE6Rk5bF8/LM+sc3NdCKpVDUWSbfQHA5IUVjtzZRjqXp1DQWZqzW6HE01k8PieZrEYqp+F2OczKFYDskBibMASyVRVePG4H6aJY3+1SuTC+ZMb71NYEbC3Qnn1Rji9aVC+Rz5ktUAHoJfVvAeTRqanw4lRVKgJuRqYtElHQBX/8749xT1c7mWye9qYa7tzfcdXjcSPwL589yoXRRXNbe/ZFuFC0sagJ+WwTp8NjC3S21zA+ZxDJvuZ60+QWYPj8PAPdYdLpHA5Z5kcfOPSStuW21ma+dmKMXKFApexmUdi9s0RWsLZskMFQg10A73c7GR5bIFXU4e1uqYMSE/nufVFOlvi2DbSF2bpgWUMkJKs6GUuk2dttxfu01oVMogWwGk9yuL2R7WQGVVZ4y+GeMtH6DsNfHj1mEi0wIq4ONIbJFAoossyP7X9+n7SF+Daja6u2+74+Nc7nZkZIaxpdlTV88v53X/MkbhkvijkhxNQ1PG4Ro5W4E1fuW7jKmg2SJO3FqEYNA+8TQhRe5Ck2FC0ivgR8qWhkeisgA0+/3IDqMtm6ifH99+3n6yfGjGqCQ8Eh7BWcM5cW2NcTRdcFqixz4Vm7pmttapO94ToKmo7b42Bo036uy3mBnNbJp3NkQva2oSxLTM+ts1qstPR22vMMu3obOF5iubC3NczWBetiWuFysZgxKmvbiQwD3RHT16u60mdOTYKRuzjYG2VtPYFDVait8nPitCXmX12Lc+hgO9l8HoHEltP+9ze3sc2ejgZiqTQ5rWBWPK7AoSjMbRnmnKtbCRpqAiyWtC20rTx//I+PAuBxOfiX3/8hGmqC3GjMzK3z9FGrQi4BSkpjsCuKEAKP28GzJUMNElDpcFPn9JDNaUg7voZcqsLGhQ3Tmf/xJ8ZpfY+9QvlC+PP/fJbptRgAi5txDrRHzODrSCjAcAlZOr+0yv7OBi5OreByqHRHai0rCODc9AqHb2kllc8jKzJLabtR7cjlRfbubzIGPqSrRDLlcjhqnWTzGklHAYcimzYUYLSOx4rPyekF3vOGvTjKbaTvGFR77Zo6v9PJ2MY6iZzxPfTQhQv81OGrV7YagxV8cO8+PnVmCDCqoiklx2RxYGcxFeezE2d5b+eeG/gJXmW8Bq0fgNPAz0iS5N8hkr9yIM+80JMlSeoAvgqsAG95uROGRSPTp1/Oa5SiTLZuYqiyTLZKYq3YTmkL2nUxTXWVtvy6Q/0RRs5YF7y6+iAjJQHPAwONZoCz3+tk/LIlIr8wtcJAT4RzxWpDf0+E4ZKqyfnxJQb3NLGdyhiVLqf9L/H05UVuOdhCtlBAIJg6uWRbX4klqG6uIKcVcLicSOms0Uk3ITG/ZFTHcvkCiiKbomqnU2H08jJbcYNENLZU2Vqge9vDnCmpVnU2lBAMASrWL9y8phNyuVkmjsuhEq4I2Nqx6WyeP/70o9xzdw/pvEZ7bRV7W672Y+3lozFSxZ6+qM1cVvI7OXPlmErQGqliqtgCrQp6GLm4YA5BDI/N01hfwdyKsd8GGhtskTmf+uwz3HtHN43hyhfdlrmNLY5dsucZJtI59tTWUdB1gl43yyv21iBuhbQiSOt5cjtMcD0eB6c31kxT3f3tEeZXrepnf0+UE5esz72/M8qpYiSTALJeQXLVOO/n43GO7IpyqrhfmqtDthbn+MIan350iB+67+CLfs4yXhv4kYMH+MLoKOPrhiawt76WY4vW+fB/jj3LnbWNBISDbFajuydsq1R99PCtjKWW0BG4FJXH5u0JBQ9fvnBzk63XJv4N+K8YWqiPg+ko/yHgKSHEQvG+ZsArhLhw5YmSJDUAX8cQqj8ghHjBCcRXA2WydRPjP89PcH7BIkQn40uEK/2sbiaMYGPVfvjPrq7T2R9Glw2Ccm7EXsnaXIkz2BVB1wVul4Pjw/YvKMWt4qvykMtrFHZU4GVZYn47bmYt7tltF6x2t9Xx1KRV6TqyO8y5UxbxC9X4OHvJIGAbpDjQHeVMMSy4MujhfEmla2F5i8G+KJPTazidKk3NVZwsqZrMTW9w2+1tpDTD4iCh7ch1XFznUEeUVCaPphfY2LJXVfJpDUdMoJNnK5Eg6HcTi1st/CU5wy/881cAqPJ5+NJ//SFC3h1OmtcBsizxCx95gF/5zX83tGsVboZKIpkQ4Ao66OqNImQIxR2ceLrEr6wgaPIF8HpB0wrI+ef+FHU4rq3a01hVwYN7u/jqGWsi0V2QGS22NAWwu62ec0X3+7oKv3k8AYamF+lvqzMJ/K6eBk6UeKGdujTPYFeYVDaPIsssbduJ2+lL8xzsaaSgC2RV4pk1+1DTZj5LuKGCnKbh8T63ZVh5jdq0Ml4bcCoKd+2vRV9eI6dryBl7mdZVkPn1n/4MyYRB1n/hv72FN7/FMqr95tJFjm5bfwv76poZWrG+Q35q4ObWb70Wg6iFEEclSfos8PtFW4VLwA8CLRhO8lfwD8BdQOlV5qtAO/D7wB2SJN1RsnbpRdznXxGUydZNjKEZO1nKaAV89R6WRRqtoONy2w9/dbWPU1vWD4KD3Q2mHgigpibAmfNW9aBnVz0Xijouj9vB+PQKieIE4PDFebrb65iYNC6efbujnJ60tmf43Dy9PfXEEmkcikJ+hzPpseVFbjvYQkE3JshKq2QAC7FtWjtr0Qo6PqeD8VF7JazgklknD7k8vrR9wEVVZcbmV83cvu4Wu7h9oKnBrJIA9LfUm48F8ErWfkukc0YLski2ausCDC2UtDiTaf70a0/xP97xRm4ENmNJFormnsqSTLSj0lYBSrdJHN80iKYLhe7qACvrBlEJ+dyMnp03nfk3Y0mqQj4z9uhtDw5Sf5V2qFZstfq9di3rL731LhZXtpEl8KgOTpyzKl0SILQC+1sNvzKf08HRlZJOgSThrHejah6yeQ1txzeT2+VgciPGVlHMv39XlMUNi3D1t4U5Pm4R6gN7oxybs8LH5YJRfQNY2U5yaFeUoWJkVGtdJW859KK+h2W8hjCTXOezM8fQijKalDxJra+G1aTxd3r7VjUXE1Pm4//6L77JwVtb8QVVUoUMf3rWPiA3n1tjX2UERZIJ+wIcbrCbC5fxiuGDwG8X/63E0F59lxDiqRd8Flxh0v/tKmufAspkq4wbhw/ffQtfHr7AWsL4Ahqor+fCuCVyv7i1QdDnNqfRPBVu2LIu1JdzcRobK5FkCY/Xydlxi0RIQDqVZ3B3IwjjYvjsUEmeoSThq3ATbqkyIlKcdr2YJEEinmV51bhgDtTax+131ddwtKQtdbA7agufrqkMMFJiyXBgdyPDxUpXMOjhfIkD/MT8GoO9EYZHF1AVmZ6BCMdLnNPHple5ZXczqUwWWZbJpO1i/rNTSxzpaiab1RBCZ2pmw7a+mUjjq/GQyxXIOwQORaGgW7qvjvpr1z29FAgh+Nt/sC4aBU3HX5Bx+x04XSqVET9HN61jlqWAZ3+AzkwASYWqTZWhx6fM9UxGY09fDfFKP1pBp7utzvZ+ubzG9/3CJ818zT/4b2/n9gPWMMDo9AqjFy3S29VYy8U5S4isyKppPSIB7ZEqJheMfVlT4eXM5QVTV3V6ap7m+hAzRaPb3vZ6TpXkaQ5fXqS9oYpUNo9DlW3O9wAXR5d5/7178ThVXIrCX3/9mG1dUwV/+VPvxO10EK4MoCqvXZ+lZC7H4nacjKYRDgaeo1d6PeI/5kdMogWQIceRHh9rOYGmF5C+Ya9Wa3KOj039Kkk9gRBQ572N+ZKCdbOzhpOm1c0iH+ib43DkJrYAeW1qtq4I1H+x+N/zPebuq9z3mp9mKJOtmxgVHjd/9L63MDK3hMfpYOj8HBewSMhWJsvHf/yt9DQa/kK/9smv2p7vcTuZXN8y4l9igp6mGi5NWRfPykovp029kKC1sZqpOUND4XapTMyumXFAqxtxmiKVzC4V8wy7I5wpEUyfOzdPtCnIejyF2+lA2dHSGp5dZG9XxMgzlGUzQPsKllIJdh2OogmBT3VwetiuH9JCCukWhYIuSDrs+iBFlpiZ32ClmIE40GHXWPU113P8nNXiHOyIMFwSL+SrcDM9ZRCQ9Hqegb2NHJs3ti8cCvCew/1cL+i6zu/+4r+yshAjm82z6rO3+bIBwVRzFsjiU3PUSF7WSsTlWoXgaGYBNKgMuIgG3MSLx8jvc3H2/Lw51fmXf/8tbjvUQcBvtEC/9MiILcj8f//9N9m3uwmv24muC/78i3Yt6XYyTWtDJaoiE/C6GbpoHTOBQdAPdkQRApxelafGrLa0LqC2PkDeKUwRfClkCWLJNBvFiuJgZ4SlkqGFO3a38T/eeq95e351m4eHTIkHP3H/EY50tbzo/n4t4De+9ggPnTMc029taeJT3/uu1/2k3PtaD/PPl59lM2ec27WuAMc3J00CljiYxnfGSTplkK6DP+ZhVjf+viUJGiomcG1Uk9U1ZGBxzT7J/2vf+gZfe/8Pvu73cxnXD2WydZPjUGsjh1qNX2j3dLbzxLnLZlberT0t3DO4y3zsf3//vbz3t/6RTDFSpdrlYVkUL66SxHYhTzDoRlFlAn4P58ZLW3cSiiqxpy+KJEt4XU6eKal06TrUVQfw+JzkCzoOp/3U0woClyajxTUSaPg77KLsppoQZ0qyFwe6IqZYHyBUH2DosnV7X2eYc8VKnN/v4uzKCoWi39bw/BIDrfVm9WugPWK2lACGLy2ytyNMPGFEFeXT9unEoYkFDu9tJq/rSEicvWRv166vxGmpCZHXCtQG/df1C/uxr4zw+FdHzNtt+5u5Qn8FsL1bgSLnSGp5OmtqWEunEAhagyGbLmWTLPtuixK+lENWFPxeFyeGpsz1jViKP/vUt5AcMpmsxlJJexJgdSPBD338X1nZSpDO5WmqsLccKwIeRheMrZMlaKoNMbsaM9cdBYmhosmqqsqEwwGzNVjpd3P68oJpOBtLpqmt8LFadInvbw3bWr3js2tU+t2kcnlcTgc/8d232rblv731LrJ5DZeqEqkKcmvnq5MA8FIxvrrGF85Z0TTPTM/y0NlR3rGn71XcqlcfIaeXj/a+kS/NnUSRJFTcPJ2ZNNdXnQkO/2IzOSmJUApQFbOsMQGNTe7fpbCtbaPpGkuX7NPSHZVVNzXRei1qtm52lMnW6wgNlQF++/sf4MzUIm6HyoP7u23rjbUh7upoYXphg1xOMz2PrqCgCJa9GroQqLkcbTUBW8CzP+CxLp6KTENtkKVVQxDvcChMLK6Z8T4uh0JtyMdqUR/U3xlmuMQLaWxulcqAh814GoTAqdvbPJNz63S21SFJRpzO0JTdoHVDZOi9pREdgcfp4OmSqgkSBCSVRuEhl9OeU0VTJFhbirNcvPAPdj9XzP/seEmLc1eUUyV5ir46L8PzxmdZiMX55OMn+bF7DnM98KV/sRvVTp6aYeA9A6TzGgVJcCprN6KNaxlcXplMQSMuZfCoKskSfyJ1SzBaFKXXVvpxOVWyResLr9fJoycmzBib8I5Ipp6BCMdL9Gk5dDPPUACZgiVa1gWoLplKvwenQ6HG77XZd2iaTtjpo7nOjyxArnLyxCXrmGXzBdo6qqlM+sjrBfQdPYqspqHUeIjHM8QpcHl9k/aSqdJqv5ePf/Ct176jXybWUilimTRpTWN3bR3yt3nhnt3afk43Jld4SdZBNy2Ob1xgrKjLqnFU4JJVssX2fZ3bwwXHOfKimMWZCSGjoBdHmJu9uzgXnzBfq6N1iclND3oxFP4Xbrn9lf0wZdz0KJOt1xnuG+zkvsHOq66dPDfDt46Om7ebwpU2i4TKugCz00YpXhMCKlWkZQCJ6kov50sm4bSCTkXITWXAg6LIeAMunjlvv3gORKoJ11SgC/GcSlcqk6O1pgYtlieby+NU7e2yqkovo4tG1UQAvR31nJ+1Ji8DdV6OzVgC6d5ILReLVZaAw8nk6IpJIs6dnqOjt4ZLS4Z+aG9rhOESy4vhi/N0NNawmUjhdKpkd/jkDU0uMLi3iYIQKIrE0Tl7i/Mrp8euG9l6+wdu4/xpq6W56852TpRE8AxEIzwhW+/vdjrIxI0LznomzaG6Rk4sGOtNkp+xk1ZVbnUzwb6+RlZjCVSHSlW139Y+XVzd5sg+w4gWCTZlu7Ztej1GX1c925ksea1AOmtfV2SZzWI+4VYqQ3XIx3rMssJxxXXOF011PQEnlR0e8/EVPjdDlxfMqmuF143f4yRR/EHQ1x3meMl+/50vPMqRXc34XHbz1FcCqXyeBz/zKbN9+7G77uMH+ve+yLOujnt3tXNfZwffGDf81ForQ7zzdV7VAjgXm+GxlXPm7bX8Fvuqu1lNZlAkhbbKAqMJ69yeS8W4r74fHeN8W83aJ4zT6hz/9p5fIugI4nc4qff7X5kP8mrhNarZuplRJltlmPjcf9o942YXNzmwr4VEJotW0FmN20XIW/kceo1hHLmq5Kj2ucyqCIDH4eR0cULM53ESCnjMqT1VkZmcXzfDgwM+FwGvi3iRAO1pamCsxOR0cWULr9tBqqgncvqcRoAChpxnbT1BuDqAoir4PU5Oz5VUuiTIOwrsORBByFAVdzA0WSLmF1Dj91JoMqoGyg6xtEAiLmss59OQhwN1UVv2fFtzNc/MW4Rnf2uUU1PWhf9H73lpTuwvhDsf6OfNzx5icWYdl9vBhFc3A70BLj4+xx0fbCInaYDE6cVl2/Nja0kGLlSQz2kEPS5WpKStSpTzyFyaNyp6LU5hI9sel8rI5UUzc7KlxS7839sR5tSstWN6G2otHZXASBwvIpPT2BWtZn0zgdOh0FgZZPSctc/S8Rw97npSgSCKJOEOOHl6wiJ+W6kMd+5qIZnKo+s6WbvpGmvxFJvJ9KtCtj4xfMqmk/u9Z57gjS1tBNxOsrpGteulXch/84F7ebC7E7dDZVdN9evWfPWpmRl+6stGnmFjtQelTqZQIpKPJSTOrMQAyGkBJI+EKJ7blQ4v0+kRcrpBzutddr3effV3sa+u9RX5HGW8PlEmW2WYeN+D+3j0qOWT1NpczdESl/fOtjoWsUTIkVCQ4TWDgGXzBaoaA6wVsxGDPrdpCwGQTOfY3VJDyOdBVWWqQl6OnrdeO57McsueFnK5AggBmv1n0cZ2mt09EVZjCbI5DU23i9zdHgeX40XWEYPWpiourVpTg56wi6fWjdafIiQORELML8QAcLlVzq2tsV0Mx15W4kRqgqYnWF9PmKESEnF2donakI+1rSQel4PcDoPWsYUV9jQ1IAN+j4sH93Q9zx5/6ZAkiZ/5jbebt//1q6f44089at7edWs9T61bRPJQfQtHF0oimeY9jK0Zx2VzO83B3VHOFIcJqmv8z80z7ItwqehX1txYxclRi1ROT69z2x2tJMmDJJnxSFcwurTKwd4o6byRUbk6b/fGyqVy+Jc1hNDIbCXwepwkUyWtaw3Gi4S7qsqLx6eSLpL5gNvJ6YsLpv6wvjaAU1UMMT3wrsP9NFZVXONeffn49KOn+NbIJJlcHq3ZTtazep4fePYvWM8Zfyt/dOD93Ntw7dWpOr+ft/W/vq0phBD8wZNPsJ01iP7kSoI3Nu7ibNb4vmpw1HGipKV9di3OWzt7Wc0voUoO+kMq02nr3F3OTtPmup2NjIQQMrdV3fXKfqBXG+XK1iuOMtl6HUMIYROB7u1p5N33DzJ8YR5VltG99ovG+OUVbtvfSjqfR9cFswt2fdDyVoL6gI9sVsOJjNjhneVQZGaK04qxkBePy2G2mmRZYmpmnZVN44JUV+m35Rn2dtQzcsn6MnW7HTb9kC/khitkS4DI6HhdKg5VJVTh5mRJ1FBBEhT6nOzxR5BkcFa5eGzSanHmCzr1XZV4m71oukCW7ZWEjFZAjTrISJAhT4vHXj0JVwYZmbVaqt88f4k37bl66/bl4l1vGuSxY+MsrW7jdKisNGWgJKTi5PoM9zjaEXmBqsuMlmRlAqzGU+xqqkXTCngr3CzsqIQVFIlYLge5HJUpn23N6VI4vb3CZsqoVu6tr7et720Jc6Kkwre/MczWFbd9IfDFBMWiGVvbafr7Gxkp+qnVRypsx3tjI8VAexOr2TSqIlPt9nKshKwvr8a5dbDVaDMKwYP9doKbLxT4sc8+xGI8QU7T+Lv3voP2anuiwreL1a0E/+eLT5ktzuCGm0Cbi3jOIAZHdlUxnLH0Qb937mFuqenAp14tc7eMq2EhHmdk2X5uLiwouJQOcoUCus8L7JhQjrsZ2lABgRs3jhJfYVUE+eLkNinN+P5x8Qwfv/WdN/hTlPF6Rplsvc7whcdH+JP/9zjpbJ6DvU386c+/0yRcui44d3aOyaIRaVef3QKhJVrF0xcsUrK3JWwI2ItoDQQZmbG+8Pb0Rk2LBL/XydiMpanaiKXY2xdlamUTp0OlsTbEyfOW6HxlM8Ete1tJF/IIWUKk7W2ihdVt9u1pYiuVIadpbKXtVZW8JNjyFdCFxmYuR12ln/mEFYxcte1gpKh1crkUalt9rG4bLMXlUDi/tmqSCL/TSaXfw2bCuL2nM8zQokUEJlc3CHpcbBfNUxXZLob+nS88yp3drTck7FjogtWlbZaLlgxth8JMXOmvAgNyA2eesY7J4d6IaUwLUKk6Gb0SVj0Hg4eaOF2crqwKejg/UTK0MLPKQGeYkfFFZFmiY3+YZ1at1zqzvMxtnU0ksjlUWTIrhVdwam6BN7Q0oeUKoAtmTtqnOLcSaQLRALl8Ad2joORkdM067poQXC76cmVrQqYYH8DncjByacHUcP1Z7kk+8QvvQ5GNHwyfP3uep6YscvY/vvZN/vH91yds+PNPnzWJFsD2dobDlc3ElCwFISg4krZJuPVskq1cuky2XgKiwSAfHBzkU6dPA0aeoebQmdqMAbCQiHOwqZGT68bfdLO/gtMb1g+Lb83H+UBPNyv5S8iSi1xmkJRmfR99efY8t1a3E1A8pDWNB9o68Ttf+RZ0GTcvymTrdYRsXuOvH3rG1EU9e3aarz17gQdvNVoUjz17kfFJ6wto7Pwig4eaWIkncTgUPH4nlBSzzkwtcstgMznduCBOHre7uM/Or9MRqSKfL+B0qUwVQ4pNSBIbxelERZZteYayLHFxe8MMfG6rtov1u9vqOFHiGN4eteuHAmEPejHzL1/QqRQe5jHIVlj2MX6qxOwzW2C3O0B7uBqPU8XpdfDw2TFzPZHL8eD+fnaH6/A4HTw6cRlKyNZ2Osvf/+i76Gyowakq/Nw/fdm2LXUVftyOG/On9uVHztq8r2a/tEzTOyuIZTO4JRUm7Y8/s7zMQHcEAIcsc/ZZe+RScjVFX2+Egq7jdzo4dcbuVyZ5FQpBhZyuP6eV65BlxtfWWS+a6B5sjnJ51Tph9tU2MFQi7j+4O8LZU9ZttcLFRtGvLJHKsre/kaHilGdtbYAzM9Y+n1mLcbAzytTihkHW6ypsDvIjU0v85aNHCVS5SefzfOWcNfgBcGxmjqV4gnAwcLXd+pLw1lv6+MR/njAGB4Bg0MXTsTnSxapJU86Hs0Ix/07e1XyQiDf0st/39YafvfVWZgqzIOuoOPjaJfsEciZdYHcgjKYLqrxOFnJ28+HL2/WcLX7f9O7wp/MpLj725OPEi0HW59dX+PXb7rmBn+bVhcRzrOtuyHuUYaFMtm5yJNJZ/unhE2RzGqlczmzTXcFDj4/wd18+Sjqbpzn43GiWdbJMpQySsr8qYltragjxZEm14La+MOdOWBe81kg1Z0pidgb2NDFUbGN53Q7G561ooPnVLfZ3NTI0NofHpbKrs57js1bl4/L6JrcdbCaRyyGpEiJlv9BPzq9zZJ+xXtB1ZpJ2fVAynWfoQz+F32EYHb7/6N8Ty1tVudv72vjBdxl5aGvxJE9MTLGdMUipU1X4iQeO0FBhXJgPdjfxxNhlUsWL6/39u7hll+Xb9OvveCNv/6N/MD2ifuaB22+YZ8/sgv2CUsgLAiMutjey5CgQavVQypBbqytNF3eAA30Rzp+3bjvDHs5MWa2+gfZ6RieN9k1F0MPIzDKFIsk6e26RvoFazq8YU56DkTAnS/IMT0zPs7epgUQ6i6rI5Bbsla6h6XkOHm418gwViVMX7W2gjXiKSHcNea1AwOdCX0ja1nUZ1tJpSEMgYM+edLtV/u7CEFtZ4z0Hau0tzu/Z3XNdiBZAuCrIT77lVh565hwORcbV7mJm0yKxs7EkP9p5hGjIi1t28kDk+pncvp5wbHOMC+K8GUB/MLybEyVtb10ySBIAm4LBaJhzW8a53OQPMBq3vqvOJy7RXdHC2JZx7va6ozy7av0dfGLkFO/u7qe32h7lVUYZ3y7KZOsmx2e+eopPfPEoYFkkjBbNPBVZYmYlxmqRgC2vb9NfkmfYuSfMqWXLMf7U5ALd0RoWN7dxOVR8FW5K9PI8u77InYPNFDQjz7A0VxFgZnad3l0NFAo6TqfK8A5vLE0V5L0SeQpsZe15hkhwUdpiNm1UPvZU2L8EdzXX2KbVenfVs1IiXvrZO26l0m2EDTsCHj76Q/fwW39qhEVXVnh5z3ftNx9bE/DxS2+9i088fhK3Q+W+/l0m0QLDFf733vdmzi8s43Y4eGCHHqu5OsS//cwPkNMKeJwOmqtvnFD7h997G488NcbqhnEMu/dGOLFsVRjHl9YI+dzEkhnD7Cqzg6Rub9HeWYesSDg9To6WVI+QJFJygd0HDL8yn+rgmbMWiZCACqeL2kqfQSx3JN4oisTKRpyVYnv2ttoIMyU6v+62Bk6MWpWzvbsbOV1Czh2VLi7OFi+ma7CvK8qpIpmrDfpsYv6x+VUG28OcuWx4yO0aqOfpdYv4D68u82B3J0KAx6Hy0TvtpqcvF5NLG0wuGu3bqFSBUilRKFZhg04XH+m/mwrX9Q8jf71A0wv87aWv2+5LuGcYqG5BkWS8TpWnVkqrtBJ6xsGgq42CENR4YShlETNJgqq8n2BMI6tpCIf95PWoKvVeu0bxpkJZIP+Ko0y2bmIk0lk+/R8nzdsSsL2VZn97FAlwex08dW7KeoIk4axx0+ppIF8o4Kx02WwFhAR5D2xs50DPEXXaXd4bK4KcHJ8zRc8HuqIMn7Uupk3NVbbIlsG+RoaKLuBul8qlFatKc2l+nX1dEdMVvr8nzPEN6+I6srXKG/obiW2ncagKwinZWpyjE8u8YbCZbKGABNzZah/1ftOdvfR0NOB2qfi9Lrw7RO5vP7Cbtx/Y/Xy7lnt3d3Dv7o7nXW+vuz7i6xeDz+vibe/cz2MjkxSEju5SKElkIpnJsau2mkxWI5vL43LZ/+SrQj5GZw2SIICu7jouzlsE2x1ycnzaOEYS0FWSZxjwuxhaXyZVNEk9kZ6ntSbEdLFdvC9qd+Y/vr5EV7SKeCKDy6mSitsJ9fmLi+ze14iQwOGQeXbCLubfSqbp6a6noAsCDier53dUugIy6RpIo5Flx7SqqvIbb7qXWt/1v4BOLW/wpWctz6f52S2ONDdyKbeBU1Z5/+6BMtF6mVAkmai3mrm0pUesket50hTNC7obahmLWeeunoPjq8Z3hrwI+3pqmUmvFp9bydFLK2YrfGh+gcbKIHNxo4r/owMHqfKUMyjLuH4ok62bGD63k57WOpu7ebgyYAU6S9DeXsPkgvEFJkuGceXyulGukpc2aekIMV2MWOlpqePcsqXpGppdoLGqgrmNLWQZ6oSHdWGxs5HZRXq7wxSEwOGQOTtp13TNL2wyuCuKEAKnW+WZyR36IKeEr95NJq+h7ZhsRMBiOsH0lrFtg812MX97pJqnL1mVro8/8jS/9db7rNeWJFqirwwhupFIZXN86rFTpni/0ufB73aSyBjak4HWMCNXBPCSxFIqidupkslpIEApUVZIQHozTUN1AFVVCPhdnC6pdAlA8ins2RcFCVweB9+anjLXC0BtNICokY0oI83eOtUR/P4vv4PmmhAAv/+XX7dNtDbvquHYotXKGewIM1yiy3GFnJyZt86hfa0NnJ0ybldWeDhdUtE7c3mB3e11nFszztcPDg4+h2gtbG+znEiQ1jQORCK41Gv/OhxZXuZXvvZ10ppGJS5TS3gFUlpiY8loYT6jzPLh/Ydv6viXGw1JkviFnrfzA8/8ETldAyExs1i6zyWSqRwdgSocskLI4eHZOet7Txcgb9bQJ9WBLqEqTsZ0qxKm6YLv7Rrg7rY2PKqDxsBzJRU3EyRegbieG/vy33Eok62bGJIk8csfuo/v+5V/QJIg4HUzURIkjQCyOv0tDSiShM/j5NmRkjBgXRD2+Kho9aAL3RDIlzy9oAuCARdK0rBgcDh3uLxX+Dg7t2JeiPbuCtvyDBsjlQyVBEoP7A4zXLx4uhwK41sbxIoTbcPTS+xpr2dkyfglu78uzNkJ60J8enqRPS0NrCWSOFQFh0+xtTj/9dQIP3r7QZqrQt/Wvnyt4qFnzplEC2Azmea2vhayeSNWSeyIIlrdSjBYX89GLEk2p5n6qytweRxcThsESE5AU3WImZLBBkeFg2eLvl0OWSZSEWBhy9jRfreT0xtLJIoi4yV5m4YKHytF49p3HO43iRbAh3/gDTx5fIL1WAqHU2HbZZ84vby2SVeH0eJ0uxwcnbVXuhJKnj17oxSEjtftZHGytMUpEXA6qfJ6yBYKRuJBCTL5PO/+l39hOWFs20eOHOFnb7/tBfa0HX/45JOcXzX+GC4Dd/Y0mvrE2mo/p0oyKJ+dmuWhkVG+e3c3aU3DpSq4lPJX70tF1FvN5+/8FWRJQkHhvQ/9P6BkwtjlZXjV+H5QJYnGgFWpAtC3FZ6ZN9ZdqkJ9tZ/lpNF+D/v9/Ni+gy+JcJdRxktB+cy6yeH3unA6FFKZPLF4isaqCjOmBqAq4OX0hZIw4BIzT0mSmE0kmN8wqlUup0Jdlc/U4HSHazg3b1W6ziRXqQ562dg2ptFqQn6W1izGM7mwTmuxmuRyqpyftPvmbKwmGdhbrJo4VZ6YsOuDfEKlwxsipxVw7xAICQlijhzTIg55OOy25xn2hetoqnzlTC5fKdzV386ffuFJ03rAqcpcmFtlI24cg0hlEIciky9Oee5tCjN61iK8AZ/bZqEghVQocjddGN5oboeKy6FSXeHldMkUZl7XiQQCHGyK4nao5BWdz45Z7bS0XuDuWzs5Ut+I26Ey0GKvPno9TuReP9srWYQO0R2t3NpaP2e2i+eXgL5ILRcWSlqcfifH5y2y3llXzfiKUaUN+dwMrS6R0Yz98omhU7y9t5fddXUAfPrMsEm0AP7y2DHe2tNDxzV4by1sx3liyj7FueRL0XJbLZrQCapupi7ZB1E+Mz7Mzz1jaATftquXP3njW170fcp4LkJOqzr5v+56E2//90+bP+a2c9b3miYEfoeTGo8Xj+og4gkwNFYygawVOBCo5p7WNtwOB3e3tL2+iFZZs/WK43V0dr0+8ckvHTMjbnQBiktBkgyTdo9LZXLWmgjUNJ2g24k7Wo1DVQhWuXnystXay+YK7K2oojUQQiCQXfZKVjKfp7+lFrEsk9UKZlTGFbhdTqbXtwx7BwG9LfVcmLIIV3V70KyaIKA3XMuFYv6hKstMrW2yVrQVWIzF6ayv4tKyoR/q72hgaN1qI52Yn6etppKlrThuh4Ofu/fGTQS+mojWVPDht9zKp781hEtViFQHOXbROmYLm9vc3ttCukjGxLo9r3BmaZP+A01mnmFsh19ZQddJ6xrprEYmplFV7WW1hKS8ZXc3339oEIBYJs0jM5dZL0bV+J1OfuqOI1R5PFfd9i+ePM/EspW5NJ+M43EaLvECyLlKzh8JNnNpmmorUBXFqKLN2wcsHLLCodZGQOD0qjw6P2Wu6ULw8ceeZm07STqvUVv5XD3OzvzN50MkGOBtvT18YfSCeZ/b6+DMinX+HYiGGS5WUWoCXk6V6A2/MDHKu7p284am1mt6vzKujoG6Bv7jPR9EAKok84MP/5ttvdbn56vv+yEAttIZ3jz3KdaSVozS+/YM8Obe65fuUEYZL4Qy2brJcaIkSBhgbTNJXVXArG45HfYLjMfr5ELRGsC75qSy0mNrUy1uxJkttpWCXpfNzLOrupozY1bVZEbClmfYUBdkZaL4i1+Cte0EVRVeFFnGH3BxZr2k0iVBRtM40BxBArxuJ4+PT9nWQ60OegZ8aBTwJCRKvDzRgY99z/0caLJXuG5GJLI5Voq5lbIq2fzIVEVmbHHNNGzt3FG56elpsNk1dDXX2iKZvF4XFOcWMjmNdne1SbaiFQHes3+P+diQ28Nv3XMv/zR8Breqcn9Hx/MSLYAnx6Zst9eSKTp31bKaSBoTYju4sd/jYmyjqC+MQ2t1iKn1mLnuciocn54zP3djOMjctlGlrXC6OH55zhTzL2xvUR/0sZw0Psv3DuyhqeK5lU+toJPJ5fF77Aak//2uu5hKboAMHtXB0zP2FmfSmWewr4ECAp/DwcKOqKJ/nHqc37r4z2QKed7dfJif7Xnz8+6nMp4f3SXWDL915338yH983rz93265w/z/Co+bX7nvbn7+C1/BIcv0h+t5oOfGpDp8R6Bc2XrFUSZbNzl+7vvv5iO//znzdme0htMl+XZN4UrWYsYFx+lUmFq2BMupdI6+5iqckoJTlWmoDnL8kvXc7VSWI9EmCnkddIGMTCm120xkuLWtkfXNJFqhYEbzXIEsy3z+Dz6E06FS0HXe/zefYWTeIlw1Xq9JBGQZWmpCTG/EAFBUiRnvEstJ42KqSmtEQ2HmY8ZF7e5dba8LorUeT/FP3zpl3p5ejbG/PcLw5UXcTgc9TXWcKJnqG1/f4M4DLaTSOWRZJilpttcbm1nlyO4m0tk8BSGY2diyrW8n0vjdTjJ5jUyhQDqXx+mxCPubO7t4c+e1VQs++uDtfOv8pJlnONAe5tSSVQGq9GookmGhIABUi33pgKTIBFxOXKpKtd/H6ZL8Sq2g0yD7iNT6kZHwqA6eiFmtv0y+wL5wFbWSB03X6W+qs21bvlDgPR/7R6ZXjL+HP/ovb+WevbvM9dGtZYayxQqigL66qOk3BuDyKBxbmzPXuypruLhpEMUav5uzqUuG0Bv456mneTC8l54Ku49dGS8Nb2zt4JNveRcAFS43e2obbOtv6eviwd5OVFm+2tPLKOOGoky2bnIc7m/hLXftZn5tC13XmZ+L2dZnFzdpaakhk8sjyxJbSXsbyaHLxIq/yrWtPB6nw3TKRgjWF+JMLxoXpLpKPy6HSrbYsuqoq+TkWYt+NdQGbXmGP/q2IziLzuqKLPOb33Mf7/mrf0YIqPJ6uFBiQaDr4FFU+iP1KJJMMCrxRHbUXNcocHhvDbcEbsWtquxrfH1cuBY3tq3jUYQkSWhCkMjmSGTs9gqKJHFpY5Plorfa7lb7Bam3uY6jY1YbcqAjzFDKIjHBKi+XFw2Cu55M8b+/+QS//d33f1vb3lpbyQ/fccCwhxAS25L9c0xvbrG/JcJWJkNeK5DI5p7zGvFcjnguRyKXpdbvY6WkxekQMieL0UP+olh+oxjB5HM7OZWYI543XvN3Tj7KG5t3mV5sX3zmnEm0AH73Xx/lUFcTfo8LIQT/+/Rj1kZIEJPjdNUHcKoSAaebpxcXbesuh8ItjQb5DwV1TiSs9YLQObZ+qUy2rgPubm573jVJklBvQinBtwNJvALTiOXKlg1lsnWTY24lxsPHRs0YnL3NDaYBJsCu9jpOjZdMBHZFGB43LlAORWZuxapsbMRS9O+OMLK4jMuh0llTzdkS9/GVzQS37G4mnc6jyDJyQVBq5rC0us0tfS0kExk0Tad3RzWhN1zHqV/7CA7F0Hy94+P/SLLkAhtwu8xgY/eyQu0tAVazBhFUJImf2HsHrf6al7nHvrPQ39LAu27t53PPnAWMicALc/8/e+cdJ8dd3v/3tK23t9d7151675JlybKNKzY2NmAgmGaKTSeUEAiBJCS0HziEErqpoZiOjW3cbXXp1KXTna73XrbvTvn9MaudG7nJsnRq83699NLNfHdmvrM7u/PMUz6PZaQ29QyzpKY0owq/tLqMfdM+78MdA6xsqGAyEkeWRFIn6VPtP97H5Q1VpFJmDt6ekWHb+O6uvuc0ND9VYskUf37qECPpgorqqjwErOjDkooSGnus62tusf2z9U6r6IurGrMCWQyFIwgGVORls6/HMmjCySTLS8soCwSQRBFfocxTo1Yvo7FEjP/a8iSKJhNXVcaP28N+w5Nh3vaD+xmcChNTU+QvtetmFQZlhoVWACYQqcupo21iIjOuKCI7hsxvg2tEZHZVDv1xczzX5ee2qtWn/sY5ODhccDjG1kVIKqURnooRT6T43gPbM4YWwP7OftYtriKV1EAwla+n09IxxLxZpqipJAq0d43axsUECGMaSTQm9IitnyGGwehgmI4ec5vK0hxb/lBVcQ67Gzsy+/ra9x/j2194I+K0xs0nkpQ9isy/3noV7/yBGQL1uxSODVg3+nhCY/Z4EYWlWXhlhbWFdZecoXWCD998OQuqSvC4ZKaiCb54/xO2cVkWyfa5SaRUNMNuTIkC9A9N0p/WVlsy1+5dmVdWxK4DlndyyYpyto9YBtAHNq097cKD3z65P2NoAXR2jXH5ymoiySSSIDCl2T1dRwdHWDOrgmjKlKw4MecTRBIJPIJEQtMIR5P4XAqhaca6gMDhPrO6sSDkxZuvZPoX+iWFR4+0ZToXVHgCuGQpE+JcOLuM3dM0wPK6vci5IqqhAwZ+f5Th9Kno6OQXRBmPu3HLMoU+H43TWsEkdZ0crZQ1FfV4JIXV+bOcptQOM4uTszXjnJKxJQhCKfAhYA2wEsgCNhuG8eRJrwsC/wm8FsgFjgFfMgzjl6d4HDfwb8Bb0tvvBz5tGMZjp7K9g8l//PNv2fZMMwD1m+tsYwXBLPYe7cmE8pbMq2BvyPJ0zJ1Vwp5pDX1X1Jv9CsFs79M/aunW9A5PsnROeUYVfn51Mc3NVs5Vd/8EqxZUMTUZQxYFFFmid5rM+6FjfRw42sPSBZXPex5r66t49J/uwiVLpFSN13/rl4B181yaXcUnN296We/NxUi2z8Nt681EdcMw2NbUyVOHTK+N363Q3DdCKF3EsK+zn/mVhRzrNg3XxTVl7G+xDIF9TX3MbyhiIhxDkSSEhN04O9LYx5tuWYzXrRD0eLhu/ulXc82psns2ZVmktXOEkXQy/9xZ9vFF5cVsn5aIvqyklPEuq3gjoLjpVCcAmIjGWV5Txp50f83i7Cybp2tkMsbyilIG1DCKIFIsZ7N10PLD9sRDXLWq1gzRChCL2g2/7r5JljSUMKHGSOkacd1u+ImyQcQ3RQSI6lMU+wIMRq0Q583VS3l9wyIcHBwuDU7VszUH+CRwHDgAPEf9TxAEGfg7sAT4Zvq11wK/EARBNgzjp6dwnPuA24B709u/DfibIAibDMPYdopzvaQ5eqgnY2gBtDzRRv3V1RzvH8ElS1TlBjkwaIURDzT1smR+GSnN7Gc4vVULwNHuQZbWl6HrBpIs2kJQAHpCJ8dQiCdVtKg92RrDINQfpr3d3Gd9g70ZcE1lPovmvngSe2mO1ZPwEzdu4pO//hsAPpfCu65Y9RLvxqWHIAjcc/26TK6WR1HY0tQx7QXgzfNQ7MohqWmIbnuysIhBdCzO8HC6+fhs++ezpL6Mz95w5RmR0Vgzt4ob18zjgR1m7t2i+lJ2t1vXV1PrEOsWVRCOJ5AEiYhuN3j29vVzeW1VuuG3wdFpmm8AwxNhyl0BkqqKT5M5ecpiTKKnx/wuaLlCJhkfwCNJ7B0bYDwthTE7Jy8jmQKwZHExu6Y1m4BiPn8AAKb+SURBVM7z5XGiX5RhQDzh5YSqblxPUZfjZTAaQRIEGnIKeO2sF24F5eBw1pmBnC3Hs2XnVI2tPUCBYRijgiDcAvzheV5zG7AKeOs0w+o7giDcD3xFEIRfGYbx3AzXNIIgrAbuAD5iGMa96XU/BQ4BXwI2nuJcL2lamuzaQwKQGxfxjekYho5s15UkN+jlUPdQJlyyvL6cvc2W92BeZZGtOfCSueXsS3uyJAFGh0NEYubH2tY1ypJ55exPq8LPqyym9bA1n+MtgyxdWsnwaAiXKPK229ciSadeGXTjkjlU5efgliWCPg95WU7vsufjTzsPs+dET0IBZpXk0ZoOF3tcMkeHh5lMGxFDUyHqi3PoGpwAYHFdGQeOW56u/cf7KC8MMjoZweNSuOfWM6tX9tm3vIp/ftNVuBWZhxqP2YwtSRDo75hgcMI0iBYusoc4F5YUsbXNCnGuqirP5PQB5Ll8HEy38BkLx1g+u5ydaRHUgoCPvdOS2LvGJ1lVXU7T6DAuWaY+J4/tndb3oHlijCvmVhNNF5KMB6ZsHQoODI9x74bXk+/2IQsyH9r+F9tcRVmn+c6P4nKU4x0cLklO6ZtvGEbopV/FZZi27G9OWv8rTENsM/Dwi2x/O5ACfjDtuHFBEH4IfEEQhFLDMPpfcGsHAG64ZTkP/qmRthYznFdaV8Ch45bY4pFDvZRVBOkbNhPfyyrzGGy1bq6HOvqZU1WIqunIksTxzhHb/ju6R1jRUI5hmPlVu/falbQNVac8L5tUSsMtPVckMjkcZaTF3OeOp5q56vJ5p3xugiCwuLLkpV94CTM0Gea3zx60VhigSBK3rV+E16WQEjV+vmN/ZlgzoLAkgN+loKr6c4Q9Nd3gS++9ibnV9pDemUKRJZT0Ma9fMYc/7TzM9mOmAbWkppS90wy/gwf7WLy8mIlEHJckkYrbPam7O3tZX1mJqulIgsieDrsXdmg8TENpAaqmkeVxMTwQtY3rssE4cVAhX7Prg7kkkcOjw4ymRTEXeu35gddVzOGmihWZ5X9e/Cr+cdcfM8sfXbjZMbQcHC5hzuS33w2oTE+qMTnxi7acFze2lgFNhmGET1q/E9NBsxRwjK2XQJYl7njH5fzxT43ohoEr203bQStXRFN1igsCxFSVREp9TrNQn9tN++BERr5hebW9n2FdeQF7j06vXizlULP5sQjA6FiE/nQIamQszMI5JTQdM429hupCWo9aH+Fjjx7mmusWs3LlC5drO7w8crO81BTn0tJnGcnXLZ/D2682Q66JlMqzrV10jJghL48k0d46zHjIzH1yKxKFOX6G09prr1o1+6wZWicjCAJfeduNjIdjeFwKD+46ajO2JBFGo1H6psxnvzVl5bZenfMLC9nZZOVdLa+3e7qC+V729U9Tea8qZ3ePOZ7n97BvxLo2j4wPs6qinMaefgTBzA/b1Wnt61DrCBvWVhETosiiwLvnrbGdy6srFxLTzP6U2S43lxXZcycdHM4pToL8jHMmja1jgAKsBrZPW395+v+XEpEpBXqfZ/2JX8DnbC8IQg6Qc9Lqipc4zkWNYRj8/i97OXjEfCtdbonCwqyM3ENpWQ57W3ozuSctrUPkBXyZXnq1ZXnsnZaX1TI4SmlBAFUz8Lgk2rrt1Yl9Y1Msnl+OIAh4XTI79nRYg4KA4JOpnV+CqukE3M+tuJpeKenwylEkiX95w1W89d5fI4kiJTkB7ti4NDPuVmQ+f8vV3PfsHjyKjDcl8tBTll5ZIqVRU11AUVUOGjqrllTP6PyzfR6yfaaswluuXMFDe45xLC1lMX9+GTvHLONrT38f1Xk5jIejuGQZLWZvZH24Y4Bl9WUYgCKLbO23q7yPRiIsritG1XWyXC629nXbxoWggaBppHSNhNueL6bIImNSFyNJ88Hib4M7WZJv/fQIgsDra5e9sjfDwcHhouFMGlu/BD4L3CcIwvsxE9yvAe5Jj79w3w5rPPE86+PTxk/mw8C/vuyZXsTs29/FwUPWTSWZ0JhTFKS0PBcA2SfTedSKCscSKeYsLMUXcpNSNVTdbvwIosBEKG6qvxswr6aYqXZL+LSiJJd9x070MzSYW1NIS4flbhibjNGbzgdqNwzm1BbSmU6YX7iwgtWrnSf+M82S2jJ2f+1DyC+QD7eqroJVdaZhMBWJs3NvZ6Z5uCyLNI2PMJI2vrvGJrlycT05/pf6+p55ZEnkusvnkjhgmAUcfjHTOgjMECcxg8hkkghJ6qpybdtXluaya8AyzpZXldI4rZ9idq6HPYPW+JLikkx/w1yvmwMT/aR004DbHe5haVk5R9KNsNcuC3IkOa3fYc9ObixbwaKcmTVOHRxOB0fUdOY5Y8aWYRgDgiDcDPwMsyoRYAr4APAT4OTw4MnEMEORJ+OZNn4y92JWME6nAnjmpWd8cVI/q5jcXD/j41boMKSmaD5u3iQCWR6y/R6m0krxJcXZ7GzryWhhxfxJ/B4XkbgZDZ5dMq29jwAjk2HcioRuGPg9bjr6pt39BIGpVJK5c0qQJBGfx8WuabpaCAIlcwp585vX43bL1NcXX5TNoc8HXsjQOplsv4cP37GJ7z22Hcklkh/IYluLlXQ+Honx2+0HeddVMy+6GU4k+O6WXZnm2D2TkxRnZzGY7gO5vLiUAy2WwdM0MERelpexcAwdA9Vj2JLYW4fGmFdaaHlhB0/qZ6gmWF1Xio6BT1Z4qq/dGhRg3YIKvnnrTXgVhQcHd3HkuNWIWhJE8lxZZ+FdcHBwuBg4oxmbhmE8LQhCHbAI8GPqZJ0I/7W8xOb9mKHEkzmxru/kAcMwJoCJ6esu9Zt3IODh/XdfyZe/9jfcHoXSilwOdljaV6FwnKX1lSQNA0EUELIkOlqtO9JYJM6G+iqmQglSmkY0Zk/BiyZSuESJcDTBZDJKTUU+EyHLDi4oCGTkISQBqktz6e63tLXe+vp1zKmzS0A4nFuapXH25Zvh4WIlitclE0uaOXuyJHL90jnnZF4PHmrOGFoACVWjITePsqwAmm7g0uwGZTiZpGBOgOGJBElNw+2y/7wVBv0cnDDlIQwMFpQUcXjEkosI5rjYMZo2NA2YnVNI84SZ+xZ0ebh7yTqyXebz4BtrNvD3wX20hExj7zXlqyn35Z/ZN+AiYTKxn0iyGc2IU+S7Frc8MzmADi+B43maUc54eYxhGBqw78SyIAhXp/98/CU23Qd8SBCErJOS5E9knu5/7iYOz4fkV5jyAqRQQ2F8HoVo3Mo5CSdTHO1MK2nn2/sZlgSz2HWk2wzRAGX52SiySEo1w4tzKgrZd8RqsKuldCRRQNMNFFmka1oja80A0S+xcHYpHrfC3FkljqF1njEWi/KDA7szy4OpCBvmVtLTO4rbLXHl3AYq8oPnZG7Xzm/gG09sZSRdAeiWJI4ODmf6GwY9HgIeN6G0ptjihlJ2j1qerp7oFD5FIZpKYWAgeEVIO3wFBMYjMcqzslEkkWyPi8axaSmjAsgyXF5dAgIszSvPGFoAsijxlWVvZSA2gUdSqPBdmt0LXgpVD3Ng8L2kdNMDPhnfzcKi/z7Hs3JwmHnOai2yIAiFmGKoDxuGcXTa+gKgAOgyDONEteL9wMeAuzDDgycU5d8ObDEM4zmeLYfnouk63//11szy+FSUpXPK2X+kBwOYVVuYMbQARkbDLFtayYSaRJZF/MiMDFi2bt/oFJfPryYaSaIbBpNT9mjuyESI/KIAU9E4uqbjUuzSAfNmlfAvd117dk7W4bToj07xgW2/I6omUQyZhGZPLJeqYkwVmF+3PVlJUvomFPG5Mh5nm6DXwyeu28j3du5EkkTyXT62HLdCnJPxOBvmVBHXNXQMdMFgWoMChmNRFleXMBQJE1ef26rIJyu0TpobiAJUV+XSHrLC4vnZIvsmTCX+w+FObq1dQl2gMDNe7Mmh2JNzFs784sAwNLonf5IxtACGog8xEPodXjkf3YiT7dmAJDrh1xnHqUaccU7Z2BIE4TPpP08II71FEIQNwIRhGN9Mv+ZZ4FnM5PgS4D2AmP5/Ou/HTGzfDDwJYBjGDkEQfgt8Od0eqBV4K1CNqSTvcApMTMXoGZiwrYtqKmK+i3hSJSSkkCUx064HIESKIwOmAVabZ+9nWJjtZ/eBzszr68rtoZLZDSXsmVa9WFnkYSDds06WRN75mrVn/BwdXhnfOvoM+6d5cVaU17E93dYm4FZoT1q5TMfDg/yifQtvm3VuNIWbEsMcEgZBhyLNj8+lEE2aXlpFEjk8OcJwxHRXlQaycEkSybTxuKSshH2DltRDttuNLIqZIhCvW8mM6QbIURmvJOMWZYp8Pg5OWoZdStf4+pG/8z9r3nTWz/lCJzb1RRLh7wNJBGmdbUwUXPRP/heqboZniwPvoCr3s+dglg4OM8vL8Wz9+0nL70j/34nZngdMpfnXA+WYz5gPAP/yMrxSd6aPcydmb8QDwA2GYWx5GfO8pMnP8fP229by3V89C5gPF2EtRTydg9M7PMXy2RXsbTJvqNVVeRzssXK62scmWDu3gtGRMIoskuf2snfAyulq6x1l/dIaM6fHMBiYsNc9dAyPUbyukIiaRBQEFK8j5Hg+8PeuFgajYaJqij92HLSNdSWHWFJUjGYY+D1wXLUL2Y4lI5wLhqJhfnxkj7WcirCutoq+vhAuWaI0P5stvZZB1B8Ks6m6hnhaPy4m2EVPOycmWVNazlTczEecng8GoKYMYhGIoZIIRSit8jOcsK79tYVO5exLoWv9JMI/4ITcYlDdRrZrKVNJs4VYgXshsaTVeW0wdB/5/tfidy08F9O9ZHGqEWeeU74TGobxkpnnhmF8CLNh9Uu97nPA555nfRz4ePqfw2ny+huWs6W/m6SuISNysNFedRVWk+TVZpNUNcSgbMnOplHDKXq7zfCKq6rQNpYX9LHrSDepdHufufXFTN97/bJSto1YXpMv/P1J7r31xjN3cg4vmyNjQ7zrMavD1rrKcnZP6+tX6SpiR6/1mV0xp5YDYTN85pNcvL3uzHq1frJ/L33hKRKqxsfWbSDL5cqMdU9O8t4//YlYSsXjltBOliLRBQbS1YgI2DxVsiDQPDjKYNgcn1WYi4AVzVhcVMyubus85xTb86yyfe5MTlcspRFM5jOcLmcs9QR5XfXKM/QOXLyoia1MV/ARBFCEQqJo6CTJxR6OFpCRxVwcHC52HLfDRciDB4/xbK8l0Lh+fhn7D5s3GQOIShr96VDfaDjK8lllNHaYzse63FyOHLNCL81dwyyZU0Zn7zhul0x5UTDjFQNoOj7I6tU1xHQVA4O2xKRtLo81txJOJMlyu3A4N3yt0a6E0tg3xJL8CnRNQBEkGqepqgM0dyeY55qPrkN5djY5rjPXg3J3Xy+fe9qqlREFgc9u3JxZ/sa2bTQNW561lQ1l7Bg1r+Wg7OZop6Xh1jU2yfK6MvYO9eORZRYUFLFzmsp76/A4lzdUE0omkUSBRMLu6To2MMJl1VXEUik03aAzNG4bH5lQIVlAXE0x6nITTaWcljsvgeJ9DVLkh2gp03uaFPJpjR1DM0wvYmtkigZPFUnN9EgWBd6MW37xZvQOZwEnZ2vGcX45LhLGYzEmYnEiySTfeWK7bWxfaIhlC0wRS0WR2NLeZRuPJ1Rml+ST0nTyFS/2Wy8YmsFUWt6hOM+ezJod9LJjoC9TzbhkThn9ISu0+OYVSx1D6xxT7AvYlotcWRw4MpHJy1vaUMLuad7IaimPnek2ObsZ5Ora41w3t+G0jx9JJpmIx4mmUnx9hz0j4CcH9lJdGEQ1NKLJFH9pOmYb7xkIsTi7DFXX8QsKB5P2q1OQBJKiTlJPMqnaNZFFAY6PjtEfMh8sFhXbK2HnFxWxrcN6KFlSVcxYfJqMic9Hd9h8eBiNx/ji9qf54hVOsceLIQgyvpyvkoz+DgQvQ6kkWvR3mXEDDcVzK3X+yxAFDx5l1jmcrYPDzOEYWxcBkWSSa390X6YkfnVuGX0TVq7J3PxCdjdZN9MlDaXs7zRL5A1AM3Ra+k2dpQ5jjOX1JRxNN6+uLApy+LhVTn+wpZ85tUU0dQzhliUq5uTT322l5O071sfqxRUkVBVJFLhz5dKzddoOp8gnVmzkka4WhmNmjKxIz6bfsGLH7T0T1BfkIRgCHknmQOegbfv/fmbraRtbumFwx29/w+EhswBjdZXdi1Gbn8O/7vp7ZnltZTW7OqzrqTwnm9391vLamnL2pMezPC4OjVuVtUfGhllVWU5j+npcVlnKrmnbHhwcZE1FBVOxOLIoop305L2va4DLZ9eQ1DUwDA6O2d+HLa2d3P7UT4gnVYJ+Dz/6+BtwK85P6MlIyny8wfkA1OkxWsLbiKrm5+ASgzTk3IUiBV5sFw5nGcEwEIyz63o62/u/0HB+KS4CftK4N2NoATRFRsj1ecy8F0VmZNCexN7dP86y0lJEAdxuhS2d0zxdgkDKbbBwVimqrpPtddHbP2ENA26vAopA3NARdHsqX9Dn5nDfINGUWTH2670H+cjmy874OTucOkG3h1VUcHB00PRAltl/BP2Si972EJphYAALSos4PGgZMa9ZMI/T5aGWloyhBdDY00dlTpDe0CQ+WcGTJdrkGhpjvSwvLgPdrGbdM2jvPd+dDLGkoQwdHa8is6XH3s9QdIM/VyGuqqREe76XiMDAeIieCbOf4fIqe7vVeSWFbOmyvgurKstsKvO1UwEOpUOufaNT/OhvO7n75vWn8a5cOsiil5WF/0J76I9IgpsS3zrH0HK4JHGMrYuA1tEx23JMVfEqCtGkSjShUhMMMjhuebqqc3I4esh80jSAuYuLaOq3cmGEiM6hE6rzhkF9RT5tPabnq6QwmwPH+zONrA/t76V2bi7tI+Yds66mgJ3Tkq1/sHU3r1k0j7qCvDN92g6nyI72bh4/2pZZHhgOZcQ+AUr8WQykrw8BGItEyXV7kBHI8Xq5c+XLa6j8+P7j/GHrIeIpFaPIrvKe0nU8LhlNNAjpSbySYhuvULI50GyFCpc2lLJ7Wv/CsuwAu/qs62tpsSXv4FcUmkaHmUqY4cS9g/0sLCrOGHvLS8rY2zmtkXVXHwvLihiLx3BJIrpkN0J39/SxflYFmqEj6SJND9s9XY/saea9N6275LtWvBTFvtUU+2a+3ZPDi+DkbM04jrF1EfDJTZfzeGsbofRNZnlBGXva0jckAXqNMB6XTDypIhoGEyNWKb8ARPujzCkqQBJFgi4X+/ZM8xYIAm6fwqJFFWbPOEWhd1qI0jAMCv0+pmIJ4in1OV8wn0uhIOvMJVg7nBqHewfZ2tpFLJXi6MCwbWw0FGV1fQWjkSgpTSeaSNnGhRQYrUnius6QEKdzYIx5Vaem/J9MqXz5/iczxpu7Q6JkbhYDEdO7uri0hP1jlrfqSO8I+UEfo3EzrJkT9dE7rY1qe88Ys4vzzX6GssS+AbunazweY3VlOYZg4BMVnursmHYikK24qPXlkNQ0lJMKqgUMJoU4PUkzL2tNboVtvKEwj63DVtXmFYtrOLDXMtbecd0qx9BycHA4JRxj6yKgKCuLOxcsZVd7N7pukIzbq67G4lHqfNmMpCKkVBWPy+5NKAhmcbDVfGqXBKgqyaF7mjBqUjQ40JrudygKlBVm0zdshmKKCrPY09WXae9ztGWAkpKsTHn+XetWku3x4DBz6LrBp37/MC1DaW9ktl3ss744nx0dVnisMifbJqFQIwQ4qJufn24Y/McvHuWnn3wjAKqu45btPxvRZIpd3T3EUyqtnSMZQwsgkdRY5smjIieIbugoLnvpfySZYm60DGlMJq6qSPl24yXb66ZlZDRjwy8oLuLwsBWWLMr2s30g/XBgwLz8Qo6NmtWMHkmiuX80o6c1OBWmNi+X9jHTC7u0uozdo5aXbE9/LxWBbIajETySjOA1pqsYsN3dw43LGnDLMkG/lxvWnH541eH8YDQWZWdfDzE1RX1uPouLSs71lBwuUhxj6yJgLBLlF1v2ZpS1S3MCKJJIKq36viK3jIMHrZtKXNCQJBFN00GA8YQl7qgZYCgCxQUBXC6Z3KCXvW3W07ymG+Tn+ykqzsYAFL9MZ6v19J9IaayQc8nTFVKqRonoeLVmAsMwiCVTxJIpnmpuzxhaAANTYdY3VBFVU4iCgCEA1jDdE1NcXllFKJpA1XTGh+3Ca4PhMCu/+m0iyRQeWeaB99xJZa7VL/G+nY3c+7TZIsovK+QFvIylq1clUaAlOU7fmGmABd1ugm43k2kv7KKcYluj9J6pKfwuhUj6Wg7mejEGLTmRsUiUQr8PSRTJdrtoHJrm6RJAF3VW1ZUgCOBXPTxz2MrBMoDioB+3T0bVdVwee4hT1Q1chkQyrpFEo0Gy6z/NKSjkqzfeNGPerMlInPFwlHhKpa44D5eTjH/G+dL2p/lN0yEAinx+Hr3jHWS73S+x1YWPI2o68zjf3guUSDxJ5+AYsYTKI83HM4YWQP9EiI2zqonHVQwDEqNJ27Z9Y1PMLs8nFImTUrWMV+oEXp+bjuEJAHpDIYpyshiaphSfwOBI2tPl8yjkBb2MhdPSEIEs9jb1Ztr73Pv7Z9i4qI7cgGN0nU3u33qQ//jtYwCUFwVtnioD6A2HaB9N59Xl59nEPmfl5rHtmGWUzC0ogGmRx+K6HLrSVX1xVeVzDz3OD+64BUEQmIjF+cEOq5F1RE0xt7oA/4gbRZLIKffx5Ni0foaJBJeVVZI0NBBACtsNntFojMu9ZYxNRUiqaqbzwQkESWBYD6NrBv1RgdrsXNomrAz73FwXO8dM418WRCpyCjMJ8S5ZpGl8hNF0MYl7QqIkYIU4lxaVsr/Xyhdrah8lv8gKcX58+cYZM7RUTefOr/+KjiHz3O6+fh3vvd5pfXUmaR0f4/5jhzPLQ9EI9+7eymcv2/wiWzk4nB6OsXWB8vXfPc3vnzGFAyvLcpBEIWM0ZblcHGjpJxw3jaz6gjwEgUxS+5LqUg4ctTxd9bmFTM+EicYt4yyZ0sjN9hGKxvG4FEryszk8TRogGk+xrLoINcdARMAry2yfVv04GYnz1ME2blnvtOM4W8STKt99xNJW6x2aZPn8cnZ294IBS6pL2DdgGRFto2Osq6lkMhZHEkXcqkjntP01jYywcUk18aSKpuu0TtmFapsGh0hpGi5ZRtd1ZNFuMMkukdboBAD5fTF8ASsZXxCgPTROT9g0gEo9AdyyRCLdkWBhdiH791vXZmmHhJxrGY5FeT560g8CBgaCZOppyaJIgd/HgUlrW9XQCRRLLFGKkUQRv9/Fkz0dmfGEqjHbX0C1FETXDeST1M0jiRSr24roHRRJJFWSi1NgL2A8a/x119GMoQXwg0d2ct3y2dQUO4Umr4SBWAv3d32WlJEgmSxCEefYGrHXBi8RNXsnQX7GcYytC5Du4Qn+vMV6Iuvum2DF0gpaJ0ZxyzLVgSC7jk1rJjwyxsZFNcTjKRAgNBqz7a+1c4TF80qJJpJousFEyD4u6JAMqSRRMeI62T43U1ErmSUV1zjUYd7McwNefG4lk3RdlJPFdSvnnvH34FInHI7zrW8+SjyeIqkYjEzZ+xfqSYMsUSGeUkmepJyOASNTEY4Pm1WsC4uLbMM1eTlsabbMrwUNJZlmzwB3b1iDK523lef38YkrL+efHzC1snyyQnOPpQA/OhVlWUU5xyKjeGSZuoJcnu7vyIz3x0PcPH8u2aIbr6LQd3SU6ZK7/T2TfP76qygrzsYjyXx6+yO2ucZIECiPkdI1YmKUoJZNPGYZ+9lxD3vazUcJn1shr8DLWMy8vhVRpLVnlOGweW5Bn4dsrztTzbgiUEJzo/Vg8ZVfPcnqeVVkec9+mKl90F5hrOpaJi3A4fR5ZugnRLUJAAS5k5vmLub+w6bnsjIQ5A3zFp3D2TlczDjG1gXIeCiWedI/gS4ZDCdikIBsrz0h3edSONjeTyhtIC2osN9cF8wtZV+b5dtaVFfKeDosiGGQilk361AkwcKqMvZ29WMAdcW5GUPrxNzWL6jGEMDrUrh+1Vw8LucyO9Pc/9udPPKw1VB61fW17OwzP0NJEuiemsyElpt7R1jRUMaeXjMUuKi0mEO9lhFxaHCIVbXlDE2FUCSZoOhiunrVoZYBNmwuIymlECS4YYFd4HRTbQ0LfQUkVQ2XJNEWtre9WZhTxC/+4fUANI0Os/V3XZnrVwDed9ka5uSZPTgP1fez81Bnxgu7tKGcO1YvzoTv/kO+hjv++qvMvquLPOyfND0TCV2lLtvLYNrYyhW9HGmy4qHRRIpF3gJyfV4USaRI9rGt2TrTyWicjQVVpAQNQQchZH80H5wI89Gf/JXBqTDxlMqX3nw9S2vOjqvrPdet4aHGY5lig+tXzKWhrOAltnJ4MWJaiM7IPtu6hWU7ubZ6Akjik0tRxHeci6nNOAIzkLN1dnd/weHcBS9AFteVctvli/hdOoyYn+encVpJ/JGRYVbVlbK/vR+vS2ZhcTGN0/oZHu4ZYt3iKmKJFKIoMBaN2/Z/sLWPlQ0VJFIqggHtnaO28UgsgeKXiadUQnoKlyKRTFmu+Fevnc91qx1v1tkimVT53f27bOtGdg+y/HJTnV1xSWzpsLdkEnQoy8k2JRBke9gPA6ZSCbqmzNDeylK7AVFRmcXW1DGMdFrgt5uf4TNLrsuM//DJ3TT3Wd6s5bPK2Z3uUeh1Kbxr06rM2Nz8Qt61ZCXf2bsTSRC4dfb8jKEFsLCulLtvuYyDrf14XDJvvmaFLU9qbWkl37zyJiKpJG5Z4t7jD9nmOhwPkU8OMVVFQEISBcB6WJC8Ai0j5vU84vbhVWRi6VZTsiDQ3TTG0LhprBXnZeGSJZLpEOe8WUVsO269r5+//1F+85E3o0j28OOpMpWIs7W7m7iaoiI7yMoyS13f53Zx7103cbx/FLcis3yW0z/wleKVAqzOv53to7/OrKv1pogkjwMwmeyic+pX1ATffK6m6HAR4xhbFyi3rFtAS9sQmqrjyXfTPW4PI+ETSfkhhUpc0mxDbkXiaN8wkxHTyFo6q4zOQcsbsWRWmc04W1Zfzv4mq5F1yisQnzRvUIOTYVbWlbP3mDleX17ANSvnnOnTdZiGyyWz4fI5Ns9W0bJitrVZ+UqL60s40GN6HEUReqIh+qdML8lwKMKisiIO95kSCgtKizjSZ8kp7O7rY0FFIb3jk7hdEoH5Esa0y+vnrTuZ7S/FMCCWTPH7nYds82sbGGXB3BI0QyfX5yXX77WNf2zVBj668rIXNFLeceOaFz3/V8+yDHm3x+Afd9+fWS4WitgZNR88QsDa+koOHjKXs3wuDkxaHr2hRJR11RV09o7jkWVqPUH29ljX/eBYmLWLq4lpKoIACcH+PTo+MEpz3zALKk9PLuBbO3fw/cY9AGS73fz9LW+j0O/PjM+rLGZe5anpmzmcGmsL7sClbUMmgSTI9MftfWR7w3+5NIwtJ2drxnGMrQuUnz24myOt6fBdJyxZW8L+QfNGku/3cqDbCu3tGepnWXURTZ3pm2t1CXubrRvzvuN9LJ1VSiSWQpFExibshtu+1l5WLqxE1XUEUWBXv11YckyM41vnJ65qqEEJHTNZ3uHs8d67r6TpaB+aruP1uzg4Zfc+Do+GWVZfhiAKeBSFpzo6rEEBXF6Z+poCUrpGlnJSo3ABYnUq/ZOmh6dMKbUNl3py+KetD2caWV/eUMPew5Y8SE1dPtsHLKPlF/v2c+dyS4VeEkVOzxf0XK4rX8BAbIq4lsItynxt+x7b+HF1lMp5uSQ1DbcsMTk1YRuX4xDujxEGfHkikiiipUOcogjHx8foT4v41hXbC03WNFSetqE1GA7z0/37MstTiQRf2vIMX73muhfeyOEVo6W2Um782VwwQPdsZjB+IDNel/POczQzh4sdx9i6AOkfmeLx3S22dUZ/irUF5Ri6jjvLxTNT0+rLBPDkuvCHPcRTKrpof+RwKSI9veOMT5l5WsvmVtA7ZFWgLagrYdcxK7dl2aIKdref8HQZJAuhN51bMhqP8pMDe3nn0hVn9Jwd7ASDPn78k3cDpsbW3d/7A1ubrM+8tCzIzj7LGzmnuIBjQ2aoTxCgLxaiJx02bGOchsJc2odN7+bs2nz2T1oG9c6eAWqKcumOjiNgkCvk0G5MGxd6WFpXioaBJAnsG7EMfYDv7dzFW5YtPSuyCYIg8PYGqz+hkXTzb9ufyCzP8ueze1r7qNXlFezoMw3BgOSi9bgV/uwam2TV7HIam3rxuCTm1heze1qT9bbBMdbMq2JKTSCJIm/b/Nxr/FtHn6Q7MkFCT/HPi6+n0JOVGesYH+eNv/4N0VQKryKjSJK9Ei7nEqmEO0cYhsHk1Bdt6wr0fejejYiCG49URInv6nM0u5nF0dmaeRxj6wKkJD/AqvlV7Dpi5Y/4Am72NVs319mz82keNr0duR4vB9sGzCbEQGN3H7NKcukYMG+ui6pK2XfU8kTsb+6lvqKASCyBLIuMTdmrE4829bJisdm+R3KJPD7eaRt/uK3lkjC2QokEb/i/XzMWi6EbBr970xupzAm+9IZnGEEQ+MxtV/LaL/8MgCyvm6Zxy4gQgERKZUl5CaIgkOV18WR3R2ZcxyCnwMfCPDeaYeDPkW2ip6phsLYsRG2yG9VQIVxpO36+y8e+kaFM0vuK0jIa+ywj5Y1LFs+YPtVb5y+nOzRp9mCUZP6v8YBtvGN4jHVaKZpm4FYkDiTsXlpNAt0DUTTCSXsbIwRoS07SPWE+iPxs734ua6jJnNvO4Q6+2fRU5uWSIPLVVbdllv976zaG0lWd4WSSlZVl7Errl+V7vbxt6cvrQenw8hAEAVmqIpWywu9e13xWFnzHabvkcNZxjK0LEEEQ+Ke3XsUH7/0DkiSS5Xezv8u6aQiAJyayrrAcdPB6FJ4Z7siM60Bhrh89pZNUtec8gYiCwEQ4xsikeWNYOrucvhHL0zVrVjE7Oy3jbPXycnaOWN6D9624NMQX79vTyLERy6j57KOP8aPbbj0nP9xetwtBFIglUyTCKmXFuUzFLXmOwoCfXd1Wy6WqgiBdk9Zn2h8JZZZdoyKlZQH6o6a3ck2Zn96EFZ6T/Lsp9M5jOGaWzJcLOQzq1vXXMjZKQ0E+kiCQ7fHw1hXLz96Jn4Qsinxu3VWZZZcm8d09VjHBHPLYN60jwvL6chrbTiTzy7T2W1Zmc88wSxtK2ddhntui2aXsGrHO84nj7fzh4BFmFeYTS6X4307L0AJ4oOcQFWIJiZRGNJXi0dZW23j/RIg/3vEmfIpCjseL33VSONfhjJOT8+/EB5/CMMwQeTD4qUvT0HJytmYcx9i6QBmLxWmNmzdHMQLVhbl0ThNB9AkK+w6nb66SQEVJkJ4x8/VBj5vDLQPE0lpY41MRivOyGBwzf4AWNpSyt8Uyno51DFKY4ycSTyIrEiO6vXqxs2mUG9fOxqcolGYF2FhVffZO/Dziz01NtuUd3d285ef3E04kEQT44RtfS57P+wJbn1l+9PguYmlPjGGAFDGNZt0w8MhSpgIPzJZLfsFFQ3E+iiSS6/KwpdMKEydVnVpPHtXBbAwM5haN0zWtCYEmxFhQ4qMtpJPUVfSIXYbE73Lxx7e8+Tk9FM8FH1y9jv0d/SQTKoogcviAPcTZOzLBiqoyDB3cbpntzfYqTjwi/kofCVVFPUleywC+vWMnHeMTAKyab5dmqHOXcO/ObZnlNWUV7O60DL0Prl/H4mKnF99MIkullBZvAwwEwYsoZr3kNg4OZ4Jz/2vocFr8z4NbMn/rAJLZtFeRJfKzfBycppulaQb5Lg9FVX5EBPySwrah9sx4UtWpqswnkO832+ycpAyQ0DS8HpGphAqqygJ/Ht1jlldkeVU537zuprN1quctH1q/ng/99YHM8tKiUnZOa/D85cee5os3XXvWjn/f3kYODQ0RU1P0NNlFMMcmIhTl+gklEuiageckwycrqLB9wjSw/HGFfJ+P0ajpqTIwGDQmaB8x99keUVhV7SeqmZ7OgFDHQ0OW0SC4B239DD+0ft15YWgB9I1OcaixL5PUvqy6lP3TvhuVuTm2YpFFdSUc7DINMrcicSw0xnhaBHVvTz/zS4o4MmgWmiyrLLVJruw6Mszi5aUMJ0O4BBkh6sGsiUyPD/eyrroS1dBRJIlXz3XkUc4FkuTolTk5WzPP+fGL6PCSGIbBZ372EF3DE8QTKcJa6qRxCIfMsFE0lKAg6Lf1M1REiX3HzBuk1yWTn+1jdMq8ufq9Lg50DhBJt+kJeFwE/Z6MNMTC2WU0dlg3156eCbLcLsKJJAjwweusBOVLiRvnzOaxY8fpnwohGNA1MmEbf+DIMT577ZX4XMoZP3bb2Bj/8fRTmYrA+fkFYKkaUF9TyM4ey4io8/gYCJnXg0sWaYlbnq6IlmJOYSHecRmvolBW6OfJyebM+EgshVtbTNAdwTAEhkLZgLXvUS3Cv77qRuYEivEoMnMLLd2sc823HtqaMbQAWofHqCnNBVHAo8gcbrN7uiZCUZYuLMdAwO2VeLLLno/oCyhU+YIkdQ3ZbX8qMYCpmEFvOAEkWBWwvw+1wVy29lsexJ8d2Me7lq88I+fp4OBwfuMYWxcITx5s44FdVtiqodz+dBaQrBt6QtXIy/YxNBFGBErzsjnYbj2Bx5Iqs2sLKSoIIIkiWT43W49YN5VQPMm6BdVEkkk0w0A76RElFI1RVJ5LfEonoapMxO1hxUuF0UiUJ460ZUQxV1aXMxS2ZDPeuHzJWTG0AL67Z1fG0AI4Eh7hmsU1xOIqumHQHZqyvb5zeJy5vjxzrhIMG1HbeENRPr+/3ZQdGIiGuOavHYTVE7FDgzFtnO5R05rLlXNxizIJ3TzvBTklvHHuMsTzMPfFOOnp2ud1cTwxgWYYYMCy8iKOdVoaY/llAXb0WIUmDRX5tKQLTRRJpCU2kslV6wlNUZeXR8fYBABLZhWxL2yFIfeFu6kI5NI7NYVHkvGK9mvh6zu2UJMfRENHMwxuqJ5zaeYPOcw8hvHcL8fZOIZDBsfYukD49TP7bMvNvSOsnldJLJlC03UGBkK28WgkQVZUIKVqxPUY/iw3U9OU4kVJ5HDaAMvN8uD3uDKeLZ9b4UD3AKGY6SkrzPbjccnEk+bNdf68MnZNCyP9618f4893vwW3culcTrpu8L/P7MwYWgC7O3tZVltKQlORJJF3rDl7ieHX18/mt4et/phlngDbWrozFYGLqkvon7SuiYVFReyeJnq6qLiE7ZghT5co8cHllneyxBfgY0uv4D8bH8MrKywrDtIZs441ro5zTeUKdN2LV1K4rWbpeWloAfzTrZvZ1txFJGFe2wVFWXT3pt8XAQbEKMEsD6IkmIUmg5Z7UAAEzWDpnGIEUcDnUnhiWiNrHYPiMi+BCrPptc8lgGW3kdI1gnEPQ+MRNAz8uXZjqzg7i3c98fvM8n9vvInX1M0/4++Bg4PDuefSuTte4Lxp0zK2N1lPzfOrith53ApJLC4vYXxaA+k8yc1gus1IOJxgQXU5jWll7cJgls3TNR6Os6y+jPFoHEkWyQ/42H7MOtbwVITLFtQQS6XMcKVkb2zcNTZB/1SImvyLXyfoKz94lAefOkwiqTJnY4VtLNvr5nBomGjKDPH+rukI71v94mrop8sVtbW8dt58tnZ34ZFlKrQs9uhW2PhA5wCXN1SRSGoIhkH7tOIJgOMtI3z/bbeS5XaR7/FRnpVtG79z9krunG2GuDoiA7xnVxOqYWlCvb1hPQtzas/KuZ1JinOyWLOuhmPDwyR1nUjKHn7XRRjzJU3B3mSM6vxcOkat9ypQ6mLbpPldkAWRikCQnrTXUBYF2lKDDMXN990jyhR7szK9GZd4yjncPq26sWuUvKCXsbj5PQ0EZJiWavdvOx/jyopZBFxnv9G1g4PDzOIYWxcIGxfWcdPaeRzrG0GSRFTd3jpkf88Aa1dUkdA0dEOnc9ewbXx8MESl7iWZVPEpMCWKZjJ8Gs0j0Dxo/vKXG9nIkjXuUWQOdg8wmfaMVZbkIAmCGYoBbl4875IwtDr7xvjTowcy4buWLX1UrQ3SldZdqq8qYMc05fT/2bmdm+fMpTJ4drS3vnqtpTb+h92H2XPc8lwVZflpPNpDKv0ZLqsvYzRshQ7fumEFr6qtP6Xj1PhLeEPVZn7R+SgAa/LmXRCGFsDunl7+2nwss1wdCCKLYsYDWB4MMJRWyjcAURQyKvH52V72R6yHEtXQyfG7yXEXI4kCOQGFZ8ePZ8bjusr1JTUszS/HKynsONLH4WnWVCSeZEmwGHdMJKFqCLrdG5jr9uKTz07Y2cHBxgwkyDvSD3YcY+sCQdV0GvsG6Bgxn7qXV9pbqMypLuTZLssbtX5+GUf2WDf+PL+PI33mjWMqHGfRispMGXpe0MeBXitRuHdiitX15XQMjuNSJCoLctjZYnnRugcmuHxjOXFPDFGC1y2Zd+ZP+Dxka2ObLU9K13TePnsxG1bX41FkvrV7p83Ycksy2e6Z8VLcsmI+f2o8wu6OHryKQk1ODo2jVv7Y3tY+rlo6C1EU8LlcvHXDywtx3llzLbdXbsIjulDEC+dn4xf799uWO0OTbKqvJhRPklI1RsL23LVoIsn2T91NwOMmpqZ41R9/SFS1vGF+ycWOftOozRp3kVfgYyxh7kMWRN6/YAM1gTwANhXN4vFjbRm9s4XFRRzsscKUo+1RvIUKsfT+P7b8ciTxpFJgBweHi4IL51fzEucvjUczhhZAY1c/S2tKGAvHUGQRVbY/Rmyb7OX64gL0mIogCDS2D9nGRwYmqZyVR0rT8btdDPXbVeJTfuh1mzcRl2EXW3S7JVoCrYynIqDB9zpVVhS/46JP7r31VUv43cP76Eu3MiorDvK6q5ehyGanv4+tv4xHWlsYTKuEv3vFSoIez4zMTRAEfnTX7QiC+ff3H91JY6vl6SoM+PnSG67He5oJ+7IokS36X/qF5xlvW76Mvxxtyjxk1+fksaXNeiiZW2AvNLln81qyveZn5lNc/NvaV/HOx34HQEB2cXjQ8hiHk0nmyMUEhDAKMpeV1WQMLYCCLD9fufk69vcO4FFkDnT1c2RaUtfIRIwvX3cdtYV5eGSZ+mD+mT59B4fnxxE1nXEcY+sCIZpM2leIMKLG6I6aN/6V+eW24UVCkCN/tZKaF9+0kD1d1g+9vzbA3mnerBW15exJ9zvMyfJyYFqi8LHxUdY2lLH/eB8ej8LCywI0pqx97R5t5/HBI1xVsuCVn+h5jMetcNedG/j1jv0YosAV82ozhhZAwO3mF7e9npFoBJ+i0JA3szdPUbSM3bddsYIHG5toHTBzht79qjWnbWhdyCwpLeVD69exu7cPjyITDSXpwHpoaRoZ4YNXriXX58OryLx6iV37amGwhFnhAmJJFUUWGfPZK2+VhIuOHvNBJTzSzkeXJMmapgS/uaGOzQ11ALTNGeOZlk5S6X6Ia2sruXmekxDv4HAp4BhbFwh3rFvCnxqPcjgdhlhSXcq+XiufpLGzl7qCXEbCUbwuhbytIaYX/7c9fJQVNy5E10F0iTzZN2jb/2AkzOxlRaQMnSzRRePxPtt4qlolVBAlBEz63DDtnqOIEguCdmPvYuVP7cfYMmG+N0caR7l59QLy/L7MeF1uLnW55z5/TZElfvKB15NSNTyKckkaWif4wPp1mb+faG6zCc/OKy7k7ivWvmA15bef3UHPuPVNWlpYyo6kub1fVmgatto19YfDfH3bVv5l0xXPu6+6gjw+e+Nm9nb341UUbl9+cT+cOJy/CAYI+ku/7pUew8HCMbYuECRR5DXL56NrOilVw61ItnFdh6/cfgPzy4oA+O4X/kzHQctgKmso5vBOS0tr5U117Jymfp1d4WX3sPX6VVXl7Ev3WwxmuTkQt0JSjcNDrC+v5PCUmcd1e9VqSrw5Z+5kzzNSmkZMVTnUP8hjzW2Z9ROxON94ejufu/7Kczi7F+ZEOMzBYvPsOm5buoD9Pf14FIWPbL7sBQ0tVdd58PAx27rOoVFWLvGi6hqy7uLg0ZenMfe6FYt43YpFpz1/BweHCxPH2LpAiKdUfvjEToamzHygrrEJSnMDGS2laxY0ZAwtgDs/fC1bHj7EcP+EGV7K88OElQw8+GQv824swZDB7ZLZPtxjO96IGGb5ygI0QcfncvHMsF06YFXuIFcW70czEjRkZwM3nqUzP7c809XBW/9o5uzku334XS4i00K6a2sqXmjT846v/e0ZtjR3Ek+pfPCa9Vy7ePa5ntI54T9vuuaUXieLIu+7fC3/9XerwfTchX72hq2G0qvq5rL1uOkl9ikKd69afUbn+oOtu+kanyChqnzi6o3kT/OiOjicNk7O1ozjGFsXCH8/2JIxtABSqs762ipW11fidSksqbQ3tPX63Xz/kY8jCAKKS+IL//4nWtus5N7sugDb9H5IAklYVlzK/kErh6ug2MWuCdMTZhiwILeEw+PmTaXIK+JXniWpm8Zb0+QDzM6+llLfkrN1+ucEwzD46tZnM8ujiSirKypobDM9gPOKC7lmbsO5mt7LonVolB8/vSdTTfmff3mCdQ1VjvcL03MZTaaIp1RyfV5c0/Lw/mH1Up4d6GAqlUCUDY4mjtu27Zd7ufe6m/ApLkqysijwnTljaG9PH1957JnMsmHAl2+57kW2cHBwOF9xjK0LhM3z6ygOZjGY1gSSJZG7r1pLWW72C27j9lh5Ove8/2p27WwjHDbDHtFVHpiyclF6opPUFASRJYEst8K+SUvqQRAgqausLqgCYHnBKOpJ7V56onsuOmNrPB6jeXTUtm5KjZPt9xBXU8QNlZSmnTdNl0+ma3yC7R3dxFWVQ20DNtmKkVCUzz71KOPEiakpPrpiA2tLK8/hbM8NhmHwjp/+nl2dpmf37o1r+NCVlpp+x9QYj4eOZ967TfmV7JuyQsl31q/n5llnTvpkLBpjKBwmpqb4n6e22cb+dPAos/LyUNOpBO/etPqstYNyuLhxGlHPPOfnXcLhOWR53PzLrVfyvcd34nUpXDa7+kUNrZPJzfVTdmMNLQMjxFMpPPaULwI+hR7ZzNEyVGgIFNE8ZXnCgoqPncOmAbZnxOCzK2uIqB0AuEQ/i3Jvf2UneB6S5/XxwTVr+coJ75YBQlJgMt0Lsm10nO9t380HNqw9h7N8YT730OM822Z6J4t9ftyKTCLdXqi4MIs/9zZlhGk/9ezDPPTat+GWLq2fhK1tXRlDC+AHz+7ixoVzqC8yK0m/tv9Zm5G6o3uUDXV1yKJIQHbzhpoz1yHAMAzecf/vOZSuBF5VYi86qcvN5d6/b8ksq7rOx669/Iwd38HB4exxaf2yXuBcMX8WV8yfdVrbPn2knS3NVoK8pyOBK08imS5Dz8kX6TFVJBAESBhJgooHlyiR4/Kxb8RKntcMgce7l1OVtYCULjMvpxaPdOqG34XEXctWohsGsijiFiT+65FnbOPbOrrOS2NrV1dPxtACGIxGuGxWJaFEEkkSkApEWkcmMuNtk+N84bEn0WI6MVXlvZevZnZRwfPs+cJna1snv9t3mFhKxdDtJVkpXad/KpQxtnLdXtt4sS/Ad9bciSKe9LRyBnik5XjG0ALY3d/L/OIiBqZCeBSZLNmud3ff1j28ac0SynIuzu+ew1nEaUQ94zjG1kXM4eZ+9h/pJp5U2TncbxsbHAqxoq6csWSchKYSURPP2X4ymcAAxhIxSnxBeiKTmbFwMp/7jvYASTxSKxtLJ6gK5JzdEzoHKJLE+1ZZxlTvWIj7du3NLH/w8nXPt9kLohsGsVSKWCpFlsuFRzk7YaBcnxdFFElNMyYmpAQHQubNvEbOQRSEjNemxJ3F73cczrSx6Z+c4hdvf8N522D6dNF0nX9/6EnaRsw2Om5JoiQ7i4EpMzy/srqcDbOqM6//xPJNPNLdwnDMzJf8yJINZ8XQAuiZnLItGwL8641Xsry8DIB7H93CoV7LGJtVmE9JduCszMXBweHM4hhbFymqpvPv33iQnn6zirC0KsfWE25OfVGm7QhAvSeIoFgFJEElCyOt1KUaBn7FfKoWBSj1Btg7zXiLayr/2fg4/7vptTNwZueWD29cT0rTUSSRkkCAtdX2PKdDfYN87dFniadUGory+fxNV9vGP/3I3/nNoUMA3DJ/Hv/v+uvPyjzrC/J59/pVfOvZHeZyUb5NqLZjZIJ1DVX0x0MogkhR0s9u3boe9nb38/WntyDIAvGUyttXLKc0cOHf2B9vbssYWgAJTaM2O4daVxBDh+tnz7F1Qgi6PPz1xrcS11S8kkKB9+yp6N+5fCm/P3SYYyOmdtfmWXUZQwvgvZvW8LeDx+gam0QQ4ENXrbcJ2TpY/GDLLgamwqiazsdedTlZbtdLb3QJ4eRszTyOsXWR8vBThzOGFkB/1wRrN9USMlKIgkA4R4NpvaqPD0yyYfEsQmoCTdcYjIZs+0saUeaUjpMyVNyEiCRKGY1bSfLLCi4NUVO/y8Xnrn1hXa2vPfosW9PtYBq7+9jYUMtVc83Qb/vYOL87bKn6//HIUV47fz6XVVdjpD1MZ7Ll0bLiUiqNLBIpFXfiuT33YvEUHUMTAHiC9p+C/Cwf39+7O9PIuntyku+85uYzNrdzxZqaCgqzfAyf6IlowGhfmK70+9DZN8Y1S2aTm2WFD4t9M2NkKpLE/7zm1RwZHMKjKCwqKbaNexSZP73/TkTBfO3F3h7rdNna1slXH7WqiN2KzKeu3XQOZ+Tg4BhbFy01FQUIwrSwuQAdU5P0jJmhwFmCPR9nXlkeW4Y6MssLc0sYiFkG1+wCgZaImVydIM7iEoUn0i8v9Pq5c87La2x8MdI6PJoxtE7wvS07ebilhZiqYohGJiH9BN/etZP3PvBnYqrKXctX8E8bNp6RuRiGwTcf3pqpXp3ojLNqcTm7Bk3vVV1+HvuGLKmPg5NDrK0up31kHLciUVYUZKDPkhp55PhxfrKlEQ8SsWSK165deEHKRmR7PPzTNZv4ysPP4BZFyn3Z7D1oJciPh2P895+eYVZJPvGkytq5VSyqLX2RPZ5Z6vLyqMvLe8Fxj+L8ZD8fE7E4o5Eo8VSKbzxhr+L82Y69lOQFSOkaqm7wrtUrUKSzEwq+YHB0tmYc55t7kbJgdim3XruU3z+0D4A5S8vZNWbdXFvbR7h8ZSXjiTiKIKIHkmClZHFofIBra8pJGUkMdAYS3bb9p+QRnrn1A/hlFz7FhecSq2J7PuoK8lhTU8mODuu9SgoGfzh0NL1k0FCST8uYKSdRkpXFrv7eTGj3h417eM2cecwrLHzFc+kYHudIj735uD6pssBbQErTyVW8HD9pm4RfZzBkenwKRbs3J9/t5X/+vCVTzdgzOslnbr/qFc/zXBAbTzDZbhqhWraK160QS6TMQQP2t/bxp62mB/Iv2w/zm0/ficflXN/nK5qu88Yf/5q2UTM8vLrS7mWvL87nC09YwrQuSeSu1StndI4ODs+NLThcNNQV5pKbFPFNaRCyN7I2gOG+MK3NIzQdG8I1bk/UXpCfx96pJg6F2jgc6qDMY3+6f2vtdVRm5ZDn8TmGVhpBEPjXG6+kPjePuXkFrK4st1WXgYBfVFhdWsHq0gpmFxZkDC0AzTDY3df73B2fBrVFedywdE5m2QBihkbL4CgdI+M0NveypMASwq0J5rJ3WvumPYN9zCsqBAMUUWSunJ8xtAB+s+0Ax3qnxaEvEOJJle89tCOzPDoVZW55IYokEvC4WFZXSsegFX7vHpnkl082noupOpwifz54NGNoATT29FGZk41XkcnxetBOqkH57y3beKC9iT+2H+IP7YcyIXwHh7OJc5e8SInHU/zi51uIRswqw45dfSy9vpp9/ebNf3FtCfv6poWRDg6xckMlQ4kwLlEm159gOGztb89YN/8x20eeFMItwpyi+TN6PhcK/SNTdLeZP/yiCDWzc+iYmLBeIAjs6jYNKlkSKc8L0Bsyw7WlWVm8fsHCMzaXT9y8CUEQ8CgybpfEz/bst6aBgBIWWO0tQ9N1/G43HUxrySSAT1IQdQFVNyDLvu9cv5eK/OAZm+tMMR6OMhk5qZ+hDnpMJxpLMuaJIoki2jQjeGXDpSf2eiHRMTphW1Z1A0ESiaoqUVWlxmUPy5YXBnj/1j9klkUEXlN7aTUFdxLkZx7H2LpIaWrqY2wsYlsXmIJaVzaJlIpLf27OwvigStd4DIAyf65t7IYChc2e31grIpUQ+PiZn/gFjGEYfPMBS3RS18EXEcnP8uKSZQr9Pvb3WwauqumUurIoL8pGRODy2pozqkZfEPDzpTddn5lb89gYO9qnhTiTGs2DZuUbvQYNDfm0jJshzupADnt7+jNpFzvGe6kvzKFreAKAu65ajd9z4VV4leZl867r1vCtv24FQBIF+gat+HnP0CTL5pazp9U0iDcuqmPxDOZsObx83rNhNX851ERvWjpjaUUp+3osL21z7wi5Pi/jsRgGBmJQg2kqG//e+Chl3iCqoSMJAqtLHOPa4czjGFsXKUuWVLFqdR27dpqtRWRFojUSYmTSNMCGJyLMWVTIsfTNduGsEvaMW4bAMwfGWLW6hOHkFAoy7ys7YD9A5EcYvrcgSPaejJcyqqYTjtnDtZJHZECIgA7D0QiFfj/DEcsINnTY02MKxh4bGOH2hQsozDrz8gKCIPAvr76Sj//fA8iiRJbXxbbOaXl4hkBu0s3agkoMw8AjK/RMuyNpQHF2FolQknhKBfXCfWx93YbFbGvqRNV0XKLIviZ76LY4O4snvvRePC4Ft3KJJ1JfAPhcCv9w5SIe6m5CQ0cZt1dpRhIJVq1T6EtOEtdSuMmxjefIXm5/4JeZ5V/dcAfrSqtmYurnkBkQNXUy5G04xtZFiiAIvPs9m4loqtmMOsfFU61WpZwA5OtuFgQLUVXtOT3WdGBs0kdbOmG6tbaUFdN77MqzQSw6+ydyAaHIEp95/VW8+9u/A8DAIJyrwYQ5HtNUZuf7GY6E8SkKlcGgLZQ7lUjwxSee4sq5s4irKnPyC1hYVPw8Rzo9WntHON5uGteiCNWVOXSOTWTG42gc6TTno4giZdkB+qbMEGeFN8C+pt6MCOq3H9jG1csaKM278NTLf/vsARpbLQNrZUM5e5vNZUkUee/N68nJ8r7Q5g7nGTE1xfdbtzEUN/MechQfAbeLUMJ88Fm1KJfjsebM6+PyIF5JJqaZOYhu7B7af97yML+4/vWkDA0BqMp64epQB4dTxTG2LmKe3nmcfS3pNjsC1M4vpH3AzCeSJIHO0UmG0tIA0tA41Ytz6JycAGBxdREHQpbn4649BezcWIFi9AASQtaHEQSnvuJk1syp4nv33IZmGMiyyD1P/9U2ntBVECGqpRiKRmw3BYDO2CTvf8jcpiwrwCNvfht+1ysP16mazjf/tjWzrOvgSgmU5gVwyRJ5WT52DVgtmVK6TrkvQJXXNKb8CZkdhiUFEkum2NXczc1rL6xcl5Sq8dPH99jWtY6M8e6b1uJ1K1QU5lBZlHNuJvcyMQzD0doC/tBxIGNoAUzoUd60wUehdxxJ1DiacGUeeADGUlPMz5nHUDRGQkuRUDXb/gRJ56pH7gVAEUR+d+V7aMi+uB4snZytmccxti4yDMMgqWqMTUb41Z92TRsAd9RgcWUxoiDgC3p4+rjVO0/TDWoIUJjrQ9d1PD7BJgURUgUO8D1WFlchCBders5MsmaOFYL4F/0KPvT3B80FA6SUdXMcj8dYWVbOnm7TyKnMy6Zx0DJ4+sIhvrrlWW6qmUMsqVJdmENF3uklpWu6jq7bf/28AReHo2OQBO9U6DkhzmRM5XCfKR8RcLnI8XuYSCeXVxQEuX7l3NOay7lEkSWuWDSLv+w8kll389r5vOeml9d26Vzxx62H+PofniaeVFk5u5Jv3nPLJW9wXVFaj09WiKqmfIdXgtLCp4hqZv5hrbuK/ZPFpAzTqJrlqWVrl5XT5c1y2VpX5QVF+tO/fSlD5/P7HuCnl7/tomtd5TCzOMbWRcTwZJhX/8ePiSdVZEGgPttHJGp5TYJ+L/sOmQKOikuiuC6LwQnziVAUoX1qkv502Mg7JFM4z89w3Lz5Xl5Sy6ri+hk+owufmxvmZvoTugSJT//tEdv4eDJKMM9NTFVRFR05JZHSrSft5uYh7nzQrCJsKCngNx9+02kJMroVmc+87ire/R0zxIlgMKxYVXkxVaWh0E80lcKryFRlB9nfZt2QQskkC+oq0FIaoihy7eIGFPnCzGf66K0b2d/eh6brZHndvP1Vq871lE6JeFLlOw9sYypqVhhvPdLBw3uauW7lnJfY8uKmzB/kwws28YPDO3Ajc/2sSMbQAjDo4saK+YwlBURBoKXf/rDYERrnylQdkVACVdMYLR2zjU8kzcR6M/niIsERNZ1xHGPrIuL7f99JPGnmIaiGASVuSKcE+bwKx7stXaRUUqNK8BAocqNIAtkFPp7qt3K6YkmVRUIZNXkqumFwfcW8GT2XiwVBELh9rhVqG56K8F9PWgKLiltiLGRWgPaEUqwur2BHn2kQV3qyOdhi5XS1DIzwoyd3c8PSOcRTKoUBPzn+U88tWju7ip9+8A3mvCS464E/2cZz/V7+8JY3m/MMRbjhmz8hFLcalEeMVEY3rDs6xWtWLcB/Afacy83y8ufPvv1cT+OUCMcT3PfYbmJJlXg8ydBE2Db+xycP8JPfbieRVFm7uIZPvP3CFJp9pcQGdMYPaoDG/qiLFStFDNLyHYZET7yf0eQEAIU5dTBkGU7L5FIap3URmJOfx0C+VRzyofmbkZyUCYdXiGNsXeD89qFGWrqGicWSNE7aRSYHolHySrKJxJIYArhP8kR4XS6OtpmJwf4BFzkVHiZiprdDEKBdHad7wPSnt0+Oc33VXILuC69Fy/nEncuXsqW9k7iqIooCO4btyvzjkRizfHkkNY080cM49pvrs80dfOPvZu7V6rpKfvSu215WGGlprdXY+DNXXMFH//a3zPJHL7ss83dhwM8/Xr2Bz/31MTCgoSiPQ72WQGv/ZIhv/H0rVzTUEk+q1JfmU1mQc8rzcDg1fvZEI99/ZKe5YMDCqmKOdJmfgywK9HaOMzxuXiO/f2w/V62ZzYr5l5Z0wXgkxo+3WsKzja066xasJ+7ZgiR6kcSljCatgohJ2riu7jLG4iqyJKA32g2pY3tHuXLhPBIxFXRYeVX1jJ3LTOHkbM08jrF1AdPeM8rXf/pEpoK3fnYRPdPG52bncbDDWlM1q4SxCbO60OORaR20XO2RcJJ5rlK6lDAuWaKoPItnw+2Z8ZF4lB8d3c1Hlm44q+d0sfNkazvPtFm5civqytk5YH1GHkHm0LiZJ9XLFOvry9mbLnIoDmaxv9sK7e1s6+ZPjUe4ZcULJ6kfHOulIzxGTEtxbfk8gi7LE3bz3LnIoogkCOR4vSwstlc+VuRk45Nk4qpKNKGiSGKmMTXA4eP9/OrRvQDMKSvkF//4Rqfn3BlgNBIlnEgyGY3z0yemJfMLMB6Lsby2DAEBv6ywY3e7bdtHtx+75Iytvskpokm75EpnKJ/epJk7We2zG1OCIdKvDdCvToIK82pnwbS3cX5pEXu2WN/Jb/3qGT7z7mvP3gk4XBI4xtYFzE//vNMmlXK8eYjLL6s1mx7rBn3Hxm2v7+wbo7oqn2RKRZREhhIx27jgEelLPyVHBlJ4g1Z5tABcX31p54a8UgzD4BvP2JvkHuwaYGWd2ctNEUS2t/bYxkekOLPnFqHqOkHZzcAxu6crcqKn3/MQSsW5a8svmEyZ3spD43382/JXZ8YFQeDGOc//mRqGwX8/tpVYukVP38QUK6vL2d2ZbmSdm8vBDivEeaxvmP97eh93bl7xou+Bw4vTPxXiVd/5MUlNAwOWFBbQ3DOSGS8LBNib1gUTMJhVlkdnX7rCWBR40w1n9v0/NjLCZDyOZuisqzw/tacWlBXzhpWL+dVuUwsw6JcY8x0zxeGAzmg3DVmzaAm3AlDins+zk9a1e8TbyvL5i5gYSyKLImLE7pL569OHecetaykrvPA6JrwgumH+O9vHcMjgGFsXMBtXzOKhZ6yqqsKiANubutDSF/nyyhJGx63qsoaaIvY1WTfzRQvLaWwzvSYut8SxuGWcDU9GWV5Wzt5IL15Z5rqq2czNfeUNks9X+mOjxLQEAgK1WWdHMVwQBJZVlNE0bN08G0ry2TlofSarKipo7LEqEn2SwsE+K3y3vKqEg13mjaI0J8DrVr9we58ft2zPGFoAv+lo5LKiOoJuLzE1xfqiOtzT+lpqus69e7cwmUyQSKgc7bc3sg4nk5TlZ5PQVDzu5/50FGafeTHWS41vPbvdNLQABBhzJVFkEVEQyPJ6aO60UgUMBAyPyKwVxQiKyLyyIipLcl9gzy+ftrExXv2Ln6Gln+j+99U3c039+Vkk85b1SzmcGkLHoCQnyZhmf5BURJGgkkVKTyKcFN8SEBgaitI7ZOZpraoqs40vnVNOacGFpyfncH5xSsaWIAilwIeANcBKzE5pmw3DePKk13mAjwJvAaqBUeAZ4HOGYTTzEgiCMA/4L+CK9Nx2AJ8wDGPPi213qXLF6gY2r25gX1MvHrdMbmWQ7jbLuGrs7WfD0ipSSQ1BhLbOEdv2re1D1K0qIaXrSLLIkZNyvhrcBfzq1jtm5FzOJc2hbt6352uA2Sftmys+QkPg7IRiPrbpMh5tPs5IJILbJTMlJmzjx8LDLCkoQRIEvLLM9k67pythqKzNK0PXdeZVF+M6qb3P/zv0KL9ubySmpViSW24b84oy/7rvASaS5o3onrkb+eD8KzLjf2w9wjf2WZ63DfXVNDabhp8BqIKeaYkyEo6ypr6MfcfN8YbSAq5d5ng+T4f/fmwr+3v7iadUQro9HBbRUySLROKqSliIUq+bOZgncNe5eTZsXiO7B4d4y+QKqoI5Z2Re927fljG0AD7/5ONcVlV1RnTfzjT3Ne1l52j6uzJq8IYV9XQnjgPgFlx0R3uIaGYKRX/iEHOyF3JsynyIWRhuYO+Q9aC5u6uXBdWFjE9G8bhk7n7DhotPXsOpRpxxTtWzNQf4JHAcOACsf4HX/Qy4BfgesBeoAN4HXCsIwjzDMIZeYDsEQagBtgBx4MtABHg78KQgCGsMwzjyQtteqgiCwH9+5ObM8m+e2k9jm5UIWhwM0HisFy2dZ7OsoZz9R6blcC0vYduA9foVs8rZ2WsuuySJ921Yc7ZP4bzgvvYHM3/rGHz92G/48pL3k9A0DMOgwHvmPDZel0LO3BTj4RAqkE2uTc+s2pPDkRbzJmAA86uKODJofW2yQxIH0mrnh5r7uWbFHJbONo2qvugk9x3fkZGO2DPaRU1WHh1hM8y0MK+MXSNWxen3jz3LqysXUhcowDAM7t1riZ4CNKb6WFlTjoCpT7Wlo8s2TpbID9//OjwumZKcAKJ4kd2QZoCj/UN85+kdmeXq/BwkQcgYOXX5eexONy5XDQOhWIb05eD1KRxMWQ9ICU3l808/wQ9vuvW05/PJxx5m32A/MVUlKNuLYWRROi9z8kZiEf6vaf+0NQL72gPUBNah6QJFOSpdmvUeCwLkxrLI6wuSVDUw/DCtCbuBwL/cfR2zKy5eT77DzHOqxtYeoMAwjFFBEG4B/nDyCwRBKAZuB75qGMbHp63fDfwFuBH48Ysc45OAH1htGMbx9LbfB5qA/8Q04hxehNsuX8RfdxzhQMcAbkWkMivAQc1S/d5/vJelDWVoSQ1REth9kifreN8I/379VfhdLkqyA5RkB2b6FGYEwzD4W/83GE30kNQT9EYLbONjMZWF//d1ADySzN9vvovKQM4ZOfYfu/bTHrYKE0bkIXyKQjSVAgO0CSsBXQAmJqPMCuYiiyJBycWR7X22/X3rD8+yZGEFsaTKWHDKptFlAIVyLjFJIqlp6Lo9UVgSRbJkt3ksQWBDWTW/PDaRGV/oK2L3EcsYX1ptb/B7zxVrWVlT8UrejkuSvrEpjvUOE0uleLi5xTbWOTrBpqpqYrEUqqYxOBWyjffqYZTNHsKpFKqg40rZ22xV5+Sc9rx29vXwm6OHMst6lo4rfe0AfHjdOlznobGV7/GxqqSCrX3Ww0CukMPfp+W23bqhnIF0RaKsu9l+JMlY1Ayx9wkhGgqD9AybTz3XrZxz0RtaTjXizHNKxpZhGKGXfhUngtqDJ60/kYkY48W5DNhzwtBKHzcqCMKfgXcJghA4xXlcskiiSF55FqlJSBo6uO2ehrwsH8f39pJKt6dYdGM12xLWzfPNa5byhmWLZ3TO54K28G72TzycWV4UdNFnpTaRjBRx4jKOayqf2fEI9131ujMSStg61GpbHk2FqfXVMhgKE1dVpJO8QzkuD8c70v0MgYaSXLoGrKfwhKxnpAFkWaT8qhx64xMA5Cl+dg31kUgXOUwMxCjKDjAUN79G/zBrNUVey6D+p1WbeLy7lXAqiUeSGeuzf2U7hsZYUlGCKIgUZflZU3NpVb2dCQzD4FM//xt7202jua483zZelZ3NjkOdmcKXhtpCpouDzKrOY/uotWZZXj4jMTM85lMU7l6x+mXN59jgCI1dvcRSKttG7Z7L3nCIzdk1TIXiqJrOnOz8F9jLuUUQBL5w2at4/V9/hSKK5Lq97Ou3EuANBNo7SykpLMYwJMRIgLGoNa4aBktXVfHRylq8LvmiN7Qczg1nMkG+HegG/lEQhGNYYcT/BxwF/vQi2wK4geHnWR8FXMBCYNvzjDukOdQzwCOHM7YqOycGqCvMpn/YzLOpyQpwWLViVr2P97H0+lIQBbLcLt62/tKoJNs99mfbclI/Qp36RsZjBqpm0JmYtI33RCbRDQPpDBhbH55/FU/0N5s9EoHFnlp2dVu5dJGsFLIoouq66ZpKWI+HOqAGBHKnPLglmdw8H/u7pt00VJ2K8VwWzJaRRIN4LJuHpqywcVxTubl8JetLq/FICnOCdqmHoNvDjjfeA5hGwfv/78/0TVjPN1UFuezvsY63ta2T9XUXnwbR2WRLU2fG0AJo6x1l7YIKhiMRFFEiiItBwxLUbGkfZtOKauKaiq4bHIuO2vbXFh3i6lUaKSOFS9LwuU7d86TrBp/8/UM0DZo/u5WFQVsIc7Y/nx1HLQPs3//4OL+4+47zMlxcF8xj95vNazeladz0659zbNT6XilSNg8cM41UlximNDs70y3DLUu8b9NaSgJZMz9xh0uGM2ZsGYahCoJwO/BLYPrdbDuw0TCMl/JsHQMuEwTBbxhGZNr6E8JOZSdvIAhCDpBz0upLNq7xbEunbTll6BTnZZEKpUgk1ec0mwh43dz3tttxuxUuJVbk3URbxKq50OIrebjFcsguKytmNBHNLH90yeVI4qkrSMdTKt1jE8SSKkXZfkqClveoOiuPt1ZtYGd/DxgC0Sm7r70jNMnK6lImYwlSmkY0ZJd2cCVhqjlECkh6whQtyWJoyvq6lNRN0JY6BoAi+sh3VzKalvjId/t47/z1ZCnulzwHQRD4zI1Xsr2tm2jSnMN4zP4V/vwDj/Pg+976st6bS5G/72/hi394glhKpSo/5znjkakEXX2mt3JxRYltrLQgmy2tXZm+fYvnljCM9XlvrPfSEre+9z/peIB76m87pXk9fKQ5Y2gBdA9Psn5xFZN6HEkU8IxINt2+A90DfOWXj5OMqcQTKh9840aK88+/VANFkvjC5qu5/f5fIQDFWVnsG7M8+EldpbDYy6y8PLyKzPqaqkvQ0DKw6QadrWM4ZDjT0g/jmB6t32BWEtYDnwLuFwThWsMwEi+y7XeAm4BfCYLwWcwE+Xswqx8Bnq8vyYeBfz0zU7/wecv6Zfx210H6096IuqwgB/daOTdN/aMEg14mJ82b5j+8ad0lZ2gB1AdWszz31QzF21FED/c31wHWU/DevgEur5hFUtUQgQ2lNS9r/998bCs/esY05uqL8rn/fW/GlVbvj6aS/GL/4Uzopz6Yh4D1s7S8sJR90/Sr5uUVwIlWbYZBYMjIzDQZT1Gb8jBkRHApInU1XtqNfZltU0TZWO0lEq3EK8tcXTH7lAytE+T7vFQToD88RUJVcRfbvSZ1BXmOofUSqJrONx7ckjGID/cMsrSmlP0d5s1/TkUhTX2WwXOge4Cl1aX0jEzgViTyivx09Fqerv1N/WxaVJO5NvvU/bbjPTa4h/fMugVJeGkPV2kw23btGRj0pSY5PmVecIt8ds/nrGAuv3/YOl5KVfnyh19zqm/FjLKitJxj93wYRRQJpZJc/fsfEo9aGnWb6+r4wNILo/m4w8XBGTO2BEEIYso8/JdhGP89bf1u4EngTuD7L7S9YRh/EwThA8AXgRO9F44Dn8asTgw/z2b3AvedtK4iPY9LDr/bxZdedx1PN3fgUxSGmsd4eFqVTTSR4r1v28yi2WV43AplZTnnbrLnmGtL78n8LUQPsrvfyuGal1vElnYrfHLv9q3866YrT2m/Q1NhfrFtX2b5+NAoP3xmN29avYRYMsVvjx/KGFoAxyfH2FxZSzSRQkQkErGX/h8dHWFdQzmxZApdNRjbam+SmwynEAVIJXSGhxNUSh6i0zSGbqxayFXFl3E6/G7LQdoGph1vXLOFmT585QsVJV/aJDSVHzXvIKYmiY6rdAzbxYVFFeZk5ZJSdYLSSTIKAmgJjYlx8zMsLrYLaZZmB9hzuDfzGVxdVEeLdDgzflvFFadkaAEsrSzljauW8MtdpgG1aFYJu6esh7ODsUE2zq5mbCKKIknkTEm2hNyn9rTS3DnE7OqiUzreTHMimT/b5eZza6/i7sfNTJZ8j493LLg0UiZekBlIkD8dx5YgCG7g3zDlo3KB/cCnDcN47CW2Ww28DVOeahGgGIZxXsW7z6Rn6zagGHsIEcMwnhIEYQozAf4Fja30a78pCMKPgcVAEtgHvDM93PI8r58AJqavu+j0UF4mK2srWFlrRlLHlkfYur2VUMR0KNZU5HPLdUuRJMcbMZ3Xz13IA8ePcXx8FJcoIZ30Hf3p/r28a/lKygIvLWw4EopYopRpdhzt5Dt/MWUV6uryYdq9UBEljvWMMBwxDbCTW+YsKy5h9zQ5j9VLipl8ykqQ1srcGOkUoLExlUUDc4kWmi10Sj1FXFG09iXn/EI8fsCezN8/OMXiogKmonF03cBjOJrIz8cvju/h/x18wlwwYOWsWg63mnoNAgYTIxF6h8y8wO6hCebOL6Kp3/RuzS4q4GiHJfVx4FAvs+bm0To8hksWKQ0GGAhZz51Pbolwy00LkGUBr+Tm1opNL2uun7xmI+/esAqPorBtoJPdj1nXGgaMR+O0jpvG4uo8u9hvfWUB9ZUXRjL59dWzeeZ178YjyWQpLnzK+acV5gCYzpPbMB0pxzENqL8JgrDJMIwXy9m+AXgXpjRVKzD3rM7yNDiTv5Yn7hK2xyrBtH6kUz1WOl8r86YKgnA10I+ZZO/wMsjL8fPJ917D1j1teNwyV62f6xhaz4MBDIei9E+aN7E1pfa0v6UlpZRmnVpuyvzyYt64Zim/3L4PgByvh6Ndlj+grW2U1WvL2Tnai2DAymAZu6clTB8aHGR9dQXhWApJFIiflLO1c2qAy2+sI65qGIJBc689YXrgqI/vXPsFPLIbt+g+ZS/H8/GBmy7jrV/7VSa1Y0l1KfuPWXP9z58/xv/+48trhH2xEk4liKhJwqkE/9u0xRoQoLdolMVyKYIokGW42L2jffowAU1maVExmmaQ7XbTNn3HBgQEBVE1CyBkwf79LcoK8NmFb32OuO2p4lbkTE7h9XVzuOZ4PY90mkU2y7JKaTpqhTh3jvaxpqGEoaEQHrfMPa/fcF4myz8fgiBQdYbkWy4KzkNR07R36g7gI4Zh3Jte91PgEPAlYOOLbP4d4EuGYcQEQbiXi9zYOqEQfwfwH9PW34ypn7X3xIp0yLEU6DcMw176NQ1BENYDrwU+YxiG/kKvc3hhNq+dzea1s8/1NM5rHmw5RtOodVPZPdBLVTDIUCSMV5H56Nr1L8ugeMPqRRzuH0TTdbIkF7vHum3jvhGJvE6FlKZjSPbLWhYE2gfGGQqZOT4ryu11IQsrStgyTVV+ZXU5e5stb8T7b7qMAk/eKc/1xVhcW8onb99M1/AEHpfMtn0dtvHG5h6GJyIU5V5qycV2xhNRrvzb/xBRkxgGzAuWMDatwKJCKmDXsJmjJRgGiyvyae8xjWQDGIvE6BqaAEASBCoLc+geNpdrK/I4MK1d04HOfkpzAplKuvdfsfa0Da3n48sbr+OeqQmze8Gxbr549ClrUBC45y0bWV17ydYgOZxdbgdSwA9OrDAMIy4Iwg+BLwiCUGoYRv/zbWgYxsmSU+cdp/wtFQThM+k/56X/f4sgCBuACcMwvokpXHoY+LwgCLWYCfINwPuBXuyCpreml99OOudKEIRZWJWMA5hSD+8Bnga+dhrn5uBwSrSM2b1DqqEjBSEqJIiSoDkywmXUnPL+7tvayL5u6zdheU1JpmlzlsfF0d4hUmlV/0MtAyycV8ShITN0tLyklD3TPF17evpYWlPCZDKBLIvEw3ZPV2NXL2+/eiV+j4ug38OG+ac+z1Phjk1LM38vqSrlo9+ysgRevX7+JW9oAXz/2FYiqplrJwgwmYriEiUSmkaW5KK900pwNwSBcI7OglQhsiDgz/HwbNu0sLBhUBj0U5DjRzcMlCwZwlbeXErVqcjKRotrxFMqhnpm3RM5Hi9LPWYtUsOaAh48cIwDabmPy+qrHUPrIsEUNT27rq3TyAlbBjQZhnFyfvZOTCfwUswo1wXJy3kk+veTlt+R/r8T+KZhGElBEC4H/gVTLf7NQAhTbf5ThmGM8eJMYBpZH8BMjOvCdB1+yTCM5Its5+DwinjvitX84dhRuqdMJ+vS8hL2TUsU/ureZ7i2ajZl/myM9A/UyZ6uIx0DTEUTTMbi/HGvvbPUmBZnybxyDAx8ksK2I1apvgDkxVzURrJIplTkXPt+RQm6vFP06aYn4/KCSpts8Lo5NXz4lstf8XtwKmxaOoub1syjs38MSRB501XLZuS45yM/3LGHPT2mGOh4nv2nbSqZwJ3IIhKPEUKgyO1mLGIVLZQnPRxvNAswZEWidFEO/ePm53vC09U+aO7T65YpyPcxEjY9ZXWFuezpmHZtPvQMm+fVkZflO+PnKIoCX3v9DRzpH8aryMwuLnjpjRwcnkvF80QGJtI519MpxXTMnMwJA+s58k8XEqdsbJ1KZr9hGOOYjag/+hKvu4+TqggNwxgFzs86YoeLGq+i8M4Vy/lz+1E0w8Drkmy1rxE1gTj1dqamjoIRw5v7DRTvTZnxo52DvOUL/wek+xkuLeLQgJXknJftY1dX+jfEgPllBbT0mQIOWS4XxzqGCMfN54mJw73UNeTRNmrebBfPLmX7hBU23JboZUFJPpOROF6Xwgeun7mKwEgsyY49bYxPmYbD/Q/v5VN3XTNjxz9f6Byb4KtPPmsKzwLV0QByUERNZzrM8Zazbcz8vDUMhFwDYcy8NlyIjO23PKlqSqMypUBZNooiU5jlY1eT9XnHEiprS6qprsjHo8i0D43RNq26cTIWZ29XP1fNn3VWzrU8N0h5bvClX+hwYaGn/53tY5g8nzrA54HPnbTOCzyfPFR82vgFi1NO5HDJk9Q0vndkFz1h07MVUNzkuDxMJM3v+AfmJPAZuzKvj09+Dtm9EUE0b0Lf+aPVwFkAprqjlOUHkBAIeN021XUEwCNw58bleF0KiXiKnz3aaI0bUJztxwiY8xJOarmkY/D/3vlq6nNnvnXKrx9qzBhaAH964iDrFteSm+0lnlBZOq8Ct+vi/0m5b1djxtAC6BwMsbFoDpFUCt0wGAxFba/vTk1QucxDWE1AUoOj9qIFoUjhWNrxn50KE/R7mIxY/aPedsVKltSZD/VDU2Eeb2ojkjCN8zklBWyeW3dWztPB4QxxOdj0ceEkFYE0McxOMifjmTZ+wXLx/zI6ODwPCVWleXSUWCrF7pGejKEFEEoluLPBT3VwClnUeFWwx/YUqGvDvP+pP3B0IkUklaA6ZH/y98gSnT2TGAYMClA1y/JUAdyyfAF3rjVDcClVY8uhjoyelccjsz80yGTCfMDrC09RmhegP2KGmW6bs2BGDa0f/d8W/vDQPuLxFA1z7ermLlniK997lPEp07h4x+1ruev1p6fpdSHxmoXz+EXj/kyxVVHAz7NtPaTSBti8Enu4bWlpIbvGrdBx3ZW58FuzAEJSRI75wpwQhZ9KJZlTW0KqdQyPIrGsviJjaAEUZWfx+Vuu5tmWDjyKzI1L5l4wFYEO5w+CYcxAzlZm/z2GYXScwib9mKHEkzmxru95xi4YHGPL4ZLkx3sb+fKWZwHI83nJ8roIp0xvgSIaLC56lLhmpgrsj+Wywe3hhDd7+9QNPDBNzsFTrSD3iKjppPesoAcjnf+FAWJExytLKKJEcXaAO1YuymyryBIffd1Gvrl1G6Ik4PO4eaKrIzOeVHXq83IpzveiGTrLy+0Gz9lkZCzML/+wk0TS7ON46GAPVbV5mUbYC+pK2H/YSrH46R92cvVlc6kpn3mv20yytLyUO1cu4/GWNlySSG6Oj/5+K+58dGCEK2tmkUia/Qx740O27Q/mDLLqUz6SpDAMkcP77EUPuldgLCudpjo1SDSZwueyOj3csGQONyyZc/ZO0MHh3LAP+JAgCFknJcmvSf+//7mbXDg4xpbDJcdUPM53d1thwbFojNVFxYxq3QRdBldUpTKGFsCoOk6L+xoShopqiPymbxlWDx3o1CfYvLyOqUicpKoxEYtPPxx6XEcc1UkZGsPDEwyOh6kszMmMPzHRzjajB1TwxxQK/D5G0iKnHlniULSf8XR/wy/ve4prq2aT5znzCdEns21PW8bQAjB0g6K8ALoESVV7TpGAIAh4L5H2T4MTIXpHTYPad9I5F3p97GrqzYjbLp1bSB9WReK6snyORCyN5mVzFvDMQfN6kgWBoTHrPtM3OcW3n9rOx141M0UQDpcI56HOFnA/8DHgLkxR0xOK8m8HthiGKd8sCEIV4DMMo+lMTXUmcIwth0uOUDJJ4iSV91tq9rM4/xcAqGIdB6MyOmlDwxDZHo4ykTI9FDUFXsTe4kxz4EWuEnYesVISZhflT2+1SEGWj/4R82abSGn8568e49vvfy2CINAfCfGzpowEHREtxbyiIgqiPhRRJJjr5qlRS8l9PBHjK48+RTDsJp5UefXaeaycXXnm3pxpXHvFfH71x1109ZqGQCDbw4HOAeIJ0xMzNhWlIDeLkXHTOHjtNUsoLnhplf0LnQN9AzzSdDyzfLh7iGWzSmieGMUty9T58tgzYnn89jYNsX5tLXFUBAP6k/aG8Z1KM+tX16GhIagS+7bZK997J6dwcLjYMQxjhyAIvwW+LAhCKaYS/FuBakwl+RP8FNiEmQELgCAI1ZgtfgBWp9edkKvabxjGX87u7F8ax9hyuOQoz87mQ2vX8aVnzSKZPI/OkoIHM0rpst5Gre9ajkeOIgke3K7FdEUsg0eUj3Fz7QI6JhQkROQeu4eneWiUy+dWEYmn0HWdvlH7zbJnZBJNN5AlAbck4ZNdJKb1M5QliSMTZlJ9fsKL3+vK6Di5kdn5dCfjIfP1e5q7+c1n78TrOvMeJZci8953buInD+9GkAR8ssK2/R2Z8WRKo3puAcFYFilNp67h/OyRdybY1dPD15/dSjyVIsflee4LAjohNUoImOXJsQ3lBbzsGeslrpnG++aqMsZTzZnx+kA1O0c6Mssr5s1jx2EzTC0KAh+4wmmY7HCmMeAs52ydpuvsTkyZqTsxJaAOADcYhrHlRbeCWp4rT3Vi+SeYOqDnFMfYcrgkuWXeXB4aOErK0KkPTHJyI4OoLtOdMnOPClFtY7ohcLBPpXXC9PgsybL3M5xdlM+2JquR9aKqEkanrAq1u29ch5xum5Tn8fGZ1Zv5x2ceBCDf7eNAv5UPNhqJsaqwlL7UJC5JonYyh70hy2vSOzrF//zpWfJy/MSSKa5dNpvZZWeuX92jLe3sGDFDqn6XQk7Ay0Ta0MvyudjX0U807em69/5nuHxJHTlZF3SF9nMwDIMvPfkM+/rToWUDFpUWc6Tf9HRWFQfZM259JjsiXSwoKqVlaBQDg9r6ALumLLmGp7uHuKKmmpShIgsizZN2Ud0WTxurS2djGJDr81CTl3v2T9LB4TzAMIw48PH0vxd6zRXPs+5Jpnm6zkccY8vhkuSHR3exd8wsbjk0Dq+uvJEyl/nwo+HlYMQK5QwnO6n0zqc7ZoqVJiMbaZ2wvFX7o4NsmlvFeCiOIom44vb+dQc7B3j3dasJeD34PQrXrrQnN99Wv4DFBSV4ZYVQPMFrf/t/tnFBFOgJm8fTJQNZspLxZVnk4YMtjEyZ5Wxbjnbw84+8MWPMnS6qptM2MMqfdh/OrIskU8yrL6QgpSJJItmym+0HrZDYRDjGQzuauOMiEzs9NDhoGVoAAog+WLi4CM3QCXjdtAwO28Z9RTIiAnFNA8l+Dwi6XbSGB4jrprdyXnY9u0ct43x2rIZdrZbx9ofdh7lt9cKzc3IOlySmgvzZP4aDhWNsOVxyxNUUP2vea1v3b/sbuKb+/SR1kWwFEs/R4RPwSUFSRoKEoALTwnYG9CcjdIQnAFiVb69eXlRTwj2vfuH+ioIgMDs3LRcQgA+tXsuXt5mVkjkeNwcmrRt9hzbBFUurOX50BJdHoq4k33ZjPtozxIN7jnLz6gWn/oZM41jnEG///C9RNZ1AwIMvx0UoZukMJrNhd5/p0Sl0+/C6ZGLpJPosr5vr18573v1eyCwoLmZ5WRmNfaZxbmAQ8SZpGjMNLHECanNyaU97r6p8Oezu78sEUfZ0DlJeEqQ3anpPl5UEORyyjLO2cCe1rmISSR23IdN8JGQ7/r1/e5bkSIJEMkWWz83t11xcxqyDw6WAY2w5XHJ4ZIXX1MznV8etSuI5xUH+NmhViP1DzSLGkgcBEJEZS/YS1cybpcu3hbXlr2V7OnF8RW4ZB1ut0N+ukX5W1hYzPBVBUSTee/26l9XI+q5lK1lUVIJPUZhMxXjnU7+zjccqNXrcpufNK7vNNNI0siSyfNbp96/7399tyXjNQqE4C2rK2B0zjb2i3Cz2DlgCrcOJKOsXlDM2EUVWRK5fMpug/3nymS5wREHgP665mk8/8ne8skJ2wM1fB49mxnUDin0u6ovyQTDQIwG6RiyDKaXrvKNuLZuqa/FKCj9uf5jD0+wpWXfRtUsgktSBJMuLS9nfaRnYc3y5fOPnT2aWywqDrF/mCJk6OFxIOMaWwyXJp1Zs5sj4ILphEHAptMbtVcRP9PspV29E0yVKc5JEvA9lxgQBZhVNMaRmk9A0PMJzQ3YTnhRd4TBosLWv62U1iFYkiQ1V1Znlt85dzo+P7gFMdftDY5Zhd1gd4vJ5NRw42o+BwWvXLaIi/9TbqxiGwY9/t53hsTCxRIrGJrvQ89hkhEC9j4SmobtExFG70RgvMDiomTlH0RGDt2mrUCS7QvrFwOzCAn775jcCkNBUjvxxgLZpeVjurCmOREwPowuFYn85gxEztFsXzOUf5i9DFs3r5H2zb+DZ4SNMpMzx8slZdCUtLa6O0AQ5Pg+6YeBTFHpb7TldX7vvcVLDURIJlUC2l3WbHM0th5eJMQMJ8mc9Af/CwjG2HC5Jgm4Pf77xbYBpcHxy30/YMmJ5KzyRav54/MQN0OBjr5rNhNacfr3CY10SA1HTs9VnTDKvqJTjQ+l+hqXFHOy1DKL7tjdy88J5zC05vcT1t89fzLhwBAMNXfXzlxb7zTdVBKmkRFxV6fNEXta+t+/r4Ae/sdoNLVpYwd5pYUl5lpfBEdObNRGPs6aygt3pRsiF2X4ahy1R52OjI/xg727uXrmGixm3JPMf667ho1v+iluSqMzxcDxiXTtJUiyoclMbDyAIcG3lnIyhBZCt+PjmyvcwngzjkVz8zwONgGVspXSdRz/xDoJeD4ZhcM+//4Z9U5YRXCq6+c9Pm95OURT4xn130TDvgu7R6+Bw0eMYWw6XPIIg8NG5r+HIjm4MBLx42NM6Pv0VPHKgjsUFVWiaTFIKMBC1wjyGAPPr8/nEFRvxKjLPHO+0GVuaYRBJq9OfDn/tf4LWmBXiXFOynB0D5v6zJBdH+0eIq2be1N9aWnisrY2r6k4tzPSj+7fZlg8e7uHNt6zE61ZQvBJfPGof709MUVuTS0rXCbhd9A/Z84tk8eLzaj0fESPGuGQavZGIQnHAn/FUAUyoGgenOgBojw9zy6yF5LisKs3arGJqMatYP319NtvbuoilzM/wnetXEPSa4VhBEPjkO6/mLf/0U1RNxyUKDDdZhpmuG3zjiw/wro9fTyKRIpDlYe6c5+t44uBgIejmv7N9DAcLx9hycABAZCBikNRTYKSoyK6heVo/Q3+qkN882wekEIUxahbk0hE2DTJZEPngig1UBXIAWFJWyiNNLXSOTQCwqb6WFZXlpzWryVSYRwa22ta5fQOsKanEMMCnuXl6sNs2/ounG/na/z1JPKly3bI5fPyWTS+4/8tW1HG4xTIcVyyo4kNvtF4/7E/y3Z2W2n5uwMfeQev1q8rK2dVnerqK/Vm8ZfGS0zrPCwnN0Pnvo09klkOpFPPlEsJqBx5JodRVwpa+afIdiQjfOfosn1ryqufdX0VukO/+w60MToXxKjLrZ1XbxguDfqqiMhMTUXRNx5Pjt40LWS4++DFTkNftlrnvu3dRWnLqoWQHB4ezj2NsOTgA32t+iqSe1tMSDMTcENKYgG4Y5Hm8HOuxJOF1A4IhH1dU5OKTFVYUVmQMLQCPIvON217Nwf5BvIrM8srTD/Fky36W5cxl9/iRzDohVcLOobSBZcC8onKahsz5+SWZ5pZhpqJmy6CfP93IdcvmsKj6+XsqvvnmVTy5o4XBkSk8LoX33GFvJP2BdWsZi0YRRRGPLPPjw4228VAiwbevvwmvrFCZnY1Hvvjb9YRTCQZjdo+eR8jiqav/E4C+6CTXD/4vUc3qebi60G5Anczqmhcuarj/1zsYGrSkRlwBd+ZvSRbpm7BkShIJlf/+9t/54r/dfmon43Bp4uRszTiOseXgABye7LUtx6U4u9/1AYIuDwlV4+bv/oxwwgoFXlZWzSeu2viC+5tbUnjaOVrTEQSBu+vfwGcO/g+iIOIRAjzYPK2xsQCqL8mqynIEAbITLra3d2SGDQP+9/HtTKlJYskUNy+dx52XLc+MK7LEfV96Cy+EV1H44nXXZpYntTi/b7IMv/euWM319bNf8XleSARdXj6+8Gr+Ze9fM+s+suDKzN9lviAfWriJ/9r/KABL8sq5srThtI+39elm23L/6DiLvgVxIY6ehL5v5tjGs/xuHBwczi8cY8vBAfjnhTdy55YfYqTVkd7VsJEct5lj41FkPn/DVbzt52ZSst/l4l2XrZqxuRV58vjeqn8FQNN12od+woExS4IhV/Szs9dMoJYFkdmFQbqHTZkKt0tiX98A41FT9b11aJRNc+uozs85rbl8esMmhqMRFFGiwOfjptlzX8GZXbjcXrMMRZSQRZE8l495OXbP4VsbVvOa6kV4JQWPpLws6Y+Teed7N/Ppj/86s7zkXVm06m3mggQNrylj133pRUnkbW/ZcNrHcrhEOD8bUV/UCMZF5uoTBKEGaG9vb6empuYcz8bhQuKh3oNMpGJ4JYXryxbhkuzPIr0TU7hkCb/Lhe8s9CI8VQ6PDfDah3+KW5LJV3z0DcRJTmusvcRXRHBERhIF3EEXT3XYGx/fvXkNH7h6/UxP2+EV8Kufb2V8LILLLbFv5d8ZSVkVqTIKd8sfwufykJ3tpa7mzLVrcji7dHR0UFtbC1BrGEbH2T7eifvjZcs+itdzdttAxeLjbNn7NZihczvfcTxbDg5pritf9KLj5TnZMzSTF2dBXgnH3vgJwFTDv/aXP6FryurtmB92cfCIGRb1eGUKqnyMhM3ejG5Z4g2rF8/8pC9yVF3nOwe3E0olkEWRjy3biPgKvFknc8c/WMbxE0Muvtf208zydaWbWV99aYVyHV4ZgmEgnGVHy9ne/4WGY2w5OJwGk8kInzrwE6JqApeocO/yd+GTZz5XxiMr/McVV3Pnn80QZ57oofmAVQkXj6nMkwvJK/SiiBLrGqooys6a8Xle7Pyh7TD/b5/V4qnUl81b5p6dtjpXFF5GW7iTsBrBLbm4uey6s3IcBweHM4djbDk4nAa/6HySAxMdmeUftj3CB2bfdE7mUufLpbbTTyyRwi0LyIpMIt2vEEB2SbR2mzleI+Nh7rpiFdnei6+tzrlCNwzu3fesbd1X9j7FGxoW4zoLavqCIPDOujef8f06XErMQDWik7RlwzG2HBxOkWf62umNTBFVE/x5cIdt7MG+3QzHx0joKbySi88sePOMCXx+74HtTITNBPhESmVpdSmHmkxl90CWm0ODVvXiSCjKN/62lc+89srn3ZfDy0cUBFYVV9DbZlVpbi6fdVYMLQcHhwsTx9hycDgFukITvP3x36Iapizyq2ZVcVS1SvIbskp4evhgZnlOdiVvrN581uelajpPH2yzresen6CkLpeUquFyyUxG7JpQQZ/j1TrTfGbllTzR00ZUTeKTXXxkqVMR6HAeo6f/ne1jOGRwjC0Hh1Pg3gPPZgwtgCfbR9k4qxrNMJAEkZawvYHzb7qe5g1VmxCfp0n1mUSWRO65aT3/9avHM+sqSnLZ22b1LFw2pzzTzzDb6+atm5Y/Zz8Or4wCr5+9d3zwjCbFOzg4XDw4xpaDwylQ6LG3SMn3eNk3OpQxwDYUV3B4qjUzfnP52rNuaJ3gtssX82xzB1PxBAICh9sHbOM9PeOslAvQVI1cxY/P5ZqReV1qOIaWw4WCU40488zM3cDB4QLnQ4svo9xvST/MLvLbPF37Rocpd5dSrJRQ7a7m9srLZ2xux/qHeay5jV1dvezs6mFBbbFtvN4TpKVlkLb2Efbs7+R3Dza+wJ4cHBwcHM4GjmfLweEU8Cku/nj9W4mrKTyywteb/sZ+S9oKBTeNfSpJXQOSbK3u4trKmVFX/+bD9kbVjT39LK4vQzcMFFGgaUufbfx3f9vL61+94hWpmjs4ODg4nDqOZ8vB4RQp9PqpDORQ6PXzsfnXE1S8mbFSV0na0DL5fOMjhFKJGZlXdYFdCbokN4vG/j729vezs7eP2fPsrWRuv2G5Y2g5OFzKGFjNqM/av3N9kucXjmfLweE0yHP7uW/9XUyl4ngkhS/ufdI2ruo60gwZNO+/dh2PHGxhYMKsOszN8tE9PpUZP6COsWh2KbIkEszy8pprlszIvBwcHBwcTBxjy8HhNKkLFGX+/tyKa7nhoR+Q0Ewx0XsWXIZPnplEdJ/bRdXqHEaGI8Q1FWL28fwcP9/+yBuRpfPDkf3EsTYmIjEM4NZl8x0vm4PDTHPC+3S2j+GQwTG2HBzOADWBPH686Q2MJaJ4JRfriqtn7Nhb+zt5vNeqhGz2DhPwuAjFkwC871XrzhtDq7Gzl3t+/qfMsigI3LJs/jmckYODg8PZxzG2HBzOEGuKZs7Ams4DHU225VEtxr13vJp5OUV4FIXKvOA5mdfJGIbBvY9usa370kNP8ar59fjdjhyFg8OM4YiazjiOseXgcIFzz6J1/KH1MFE1BcCqogpeM/f8CM8ZhsFbv/tbjvQOEkupLKyxJ+tX5AbxuZRzNDsHBweHmcExthwcLgB03WAiFiOWVPG5/n97dx4fV1U3fvzznT371iRNk+4tpfvC0kIpS1kVgSqryKYgoLigPj4+8riAu/K4oIDKogjCTwUFAVHZWpC2dN9b2qZbmjZN2uzrrOf3x53MZELSJmFmsn3fr9e8knvOPXfOadLkm3PP/R4nOWnRJyGL0zP5wRkXs6ryICkOJx+bOH1ABFoAr20tZV04ez1ARXU9aS4nzT4rMLz7goUDpq+qf/xr4072VdXQ6gtwy7mnkJue2t9dGvKEJCQ11ccRY2iwpdQg8Jc1m/nOi9aWPGPysvn752/E7Yz+910ycTpLJk5PSl/a/H52HD1Kiz9AYXoak/LyYuo3rNvP2lV7aGvzszWlOaauuqGV2aNHcrSxGV8gSIpdfwQNZweP1fH1Z/5FIGTdc6pubOb7H7+kn3ulVPzpTzqlBrg2f4DfLF0VOS6rruO3y1bzhQvP7PM1/1z2BmUtVXiDPm6feDkFnpwTNwp7dO1afrFiJQAFaWm8+slbyHC7AfD5Avz0hy9TecTK+JozOgv3RDvegJWDbEZJIZvLotsJ3fe313nuizfgdNj7PBY1eP3m9VWRQAvgxXU7mDOqCCc2fP4Aly+agcett5njTp9GTDoNtpQa4I7UN1Ld3BJTVtnQ1Ofr7Wwo47G9L0eOAybIvTM+1aO2ta2tPLZ2XeS4qrmZ+99+hztPPY1Wv581S3dHAi2A2oP1nHn6FBrdIQTwd0j8CrCnsobSymqmFheghp8Zowt5ce32yHFBWho/e2opgaAVgB2ta+auq87qr+4pFTcabCk1wI0bkcPNC+fxu/9YQY7DbuOzi+f36hpN/gZq/EfxhXz88cB/YuqWH9vCnqZDTEwv7rLtkeZGPv3G8zT7fTixx8xEAOwrr+bCNx63+urJwG63EQz/shS7sKuhlop6KzgcX5iLSPSP3rOmjNNAaxi75oxZvLR2B1sOHsEGjEvJZHMw+ofEU/9ay+WLpjO6sOczr6oHdGYr6TTYUmoQ+OziMyjISMfjdFCck0VxTs/TORhjeHTf/7G/eTcAOc5ZMfUT0kYxPq2o2/a/2rSSzceit/7OGD2GNfus/RbTnS52Hzgaqdvf1sh5Z45h94oDeDwuShaV8HZNRaR+X2UNF8yZhM0meJxObjp7Xo/HoYYeu83GWEcG+2sqCQRDOPJi88HlZqSQn5PeT71TKn402FJqEEh1OblpYd8Ck20NGyKBFkCNbzNTM06hoq0elzi5cdzF2KTrpKfeYIC/lm6LKdvVdpRpE0YQMCHSgk52VhyNqR99ZjEP/vATAKwpLefth5+N1NlE+PzFC5lQmNunsaihZfu+I7yxelfkeGvpYQpzM6issbaeuu3yM/BoapD405mtpNNgS6khrsFf+74yvwlS57du12xv2M9Z+bPedw6A2+7gtumn8qtNKyNlE7PyWH2kPHK86KSxbNhpzXSlupzc3uEW52mTSlhy+nReWG0FbJedOlUDLRWxYtO+mGN/IMStl83n9Oljcbsc5GSkdNNSqcFFgy2lhrgFeeexquatyOxWrmsKyzvcFvzrwbdYXHAKkzK6XrP1udlnsKe+hqAJkepw8o+9O2Pq97pr+daSxaS6XYzOzYrJAQbwjSsX86WPnIXH6cTj1B85Kuq6i+fxwrItVNVagf+kkhFccfZMbLae517z+gO0+P0EgiHyM9IS1dWhRTPIJ53+5FNqiLOJjZvGfp7y1v24bC7erT7A8mNLI/UhQjT4u3+60eNw8OvFV0SOXTY7f961JXJ888x5XDtzdrft3U5HTE4wpdqlp7j59u2XsHLzPjwuJwtnj+9VoFXd1MKFD/yOFp8fEXjm1muZO3pUAnusVN/oT0ClhoE8dz557nwAJqZN462qrRxqtdZazc6exNyck3p8rXtOP5ddtdUAZLs93Dx1bkx9XVsrT2zcQFvAz8j0DG6Zo4vgVfdOmzaG06aN6VPbR/6zmpbwbgTGwLdfeoO/3nE9TrsdY4zuTqAGDA22lBpmXHYn35h2E9sa9uO2OZmZNaFXv5Sy3Sm8cPkN3db/dt0afrtuTeR46oh85peM7nN/jTH4Qn68IT/pjpRuF/Or4eHR7avYVF1Ba8BP5b5O+edqGrjyrkdpaPIiAk/dfxMlIzVtxPuYxG/XowvkY2mwpdQwNCmjhEkZJXG/bk1rC3/YtCGm7PvvLOO6OTNpDQYYlZbJh8b1fBYtZEJ8bt3P2d1kLcj/wuSruKx4YVz7rAaPPfXV/GjDUkLhX+Qn5ecjlUR24ZvjHMGW2ujDG/c//ga/uOfKbv+YCIZCHG5upDXgJ93pYlR6ZqKHoIYpDbaUUnGT5fYwKTePrVWVkbKUNAdfX/EqAE6bjVeuuIWTckb06HrvHN0cCbQAHt/7MmeOmEGeu+d5xtTgcaJbf49sXxUJtAB2eY9y4clTaG0JEAqFOLqpIeb8HaVHaPX6SfW4urzen3dtjnxvjkxN540rbyXd6Y7DSAY4Tf2QdDofr5SKG7vNxg8WX4hNBLsIBelpbKqNPvnoD4X4zqo3j3uNpWV7+eqyf/K511/ixbK1MXXNwVZc9XcQqjyN0JEZmLbXEjIOlTzL1pdy7uceYsHtv+Dm7z1DMNT9Y2yXj5sWczzKkcmK98pYe+AQ6w9WkDou9mnE6y87tdtAqy3g54GNKyLHR1qa+Om6dz7ASJTqns5sKaXiakZBIe/ddTcOm43WgJ8L/vY7ypui+yXOLeg+W703GOAb77zGoSZrhiIv1cnosSk0B1sBuKXIQ1pofeR80/BdcJ2B2DTL+GAUDIV4+PnlNLV6Adi+v5Jnl27iuvPndnn+wqJxXD95Lssr9uFxOCmozWSNORSpX1d/hEtmjcXfEkCAS8+ZHtO+wefl7rdfosnvwxhDTVtrTH2j3xvfAQ5UBgglemYrsZcfbDTYUkrFncNmTZqnOJx8/8wLufnV5wDIcnn49IzTY871+gOUHqmmze9nVXV5JNACqG7xc21aPuOzy3DYgpyXdgg67mUdOgKBPeDqPvWEGrgOVtax93B1TNnS17bwxsPL8bb5mTKjmHt+dHXMrcXvz78k8vnfN25nze5osFXkSWfz2gMEAtbs2NPPruLuOy+I1D+2bTVvlu+JHJ9eMJpV4QS9TpuNu+fqekCVGBpsKaUS6tySCay85k7cdgdpTiceR+z2K0++tZ5fvrIcgNycVFKLnbQErMf53TbD7Nx/4wsdhhBsby1kvsuF4LMau85GNNAatMYV5XLZwum8tDy8JZQx+HbWcXi/FYBVHq7j7AtnsOiCaV22v3z2VJ7fsI0NZYfxOJyc1JbOjkB0FvWFVzYwZeYobC47LT4ffziwPqb9jmOVLLSPIRQy5LhTKErNSMxABxpds5V0GmypIUPz6gxc3T3lVd/Sxu/fjK7LqqltYe7EInYGq0l1OLl+WrUVaIVVByqpS11AjrQAAqnXJ7rrKsHuunIh+9rqQISMVmHXU1tj6v/64hqeXbOdNp+fuSeX8JlrF0XqRIRMm5tgc4hmvEhW7DLk7Lw07n3mNfzhma4Z549kua8sUj/bMYp1O6LfX39Zu4WPn67Bu4o/DbbUoGZMAFN9DQRKgTbI+T3i1lsBg0VjqxdfIBBTNi99FE9ffh0ADb5dvF3+LAbrHEHICu2BUPjWUbMP4z4HEXtS+63i5/XSvaw8Fg54jGHx7FHs3WQdG6DCEeTA1gMAbN51mIVzJzDrJGtrqS1lR3hzW/S24IqGCqaNyubw4ToARkzOo+xANJja804VMxcVEgwYnNjYuedYTF8efn0lrbsb8foCZKan8Imr5zMk6cxW0vXoaUQRKRKRH4nIUhFpFBEjIud2cZ5HRO4RkR0i0iIiB0XkGRHpUWKd8Ps8KiL7w+13h983u1ejUsNH64sQ2Aq0AWAavoUxbf3bJ9VjJXlZ3HHRgshxmtvFpxafFjnOdJ3ExKybAINdXMxKm4UtFF2jg38TpukxTNtrmNaXMMGqJPZefVC+QICH3n43WiBC6WQYd9ZYJpw3gRlXTONAZexG6s+9tjHy+Zq95TF1QQOZozLw5KUgGU46579Nc7so39LA/i117N5Sw+SC2BQk08nmD39ayZ/+toZHnnyb/6zcHZdxKtXTma0pwNeAUmAzcGY35z0FLAEeATYAJcBdwMUiMtUY0+1PQhFJA1YA6cBDQDkwF/gKsBBY1F1bNbwY79sY3yowLeDfFVsZLIfgIXBM7J/OqV675dxTGF+Qg8fppCArnZz02I2si12ppLurAUO65L3/Kae2v2CaD1qfu89Hcn6dlH6rD85htzM6O4uqxuZIWVFWNmsPHAYv2JpgXFEOByuiAdc1F0WfVLx+4RyeW7WFsuo6ACZmZrN1UzQY37vtCHkjU6lusDLNF4/Po6K8Q31lNaPS0jEBQ6rNwcHNsb+ifv37ZZy1YNLQW56gM1tJ19Ngax0wwhhTLSJLgOc7nyAihcBVwP8ZY77aoXwt8BJwKfD747zHR4BxwEeMMf/o0L4V+IqIjDfG7Othf9UQZUItmPr/gVB4+t8+GuvbOHwryvMRRAOtQcXpsHPBrMld1oVCTTQ2/ZL2CKvJv5k09yIcgY3hxnPB3yFjvfcNTNubiGdxYjut4sImwn2Xns+SR54mEArhFKGyLLrAPQTgsTFmbC4Oh52JJSOYMTm60bTH6eBHH7+ElbvLcDscHN51jH9QE6lvawswJzuHqpADXyBIINjxUVZwBgTblia83gANBk4aX8DuvdGAa+H8IRhoqX7Ro2DLGNPYg9PaV8BWdipvz2jYyvF90PZqOGj9UzTQAggeBNciMK2AQMpV/dY1FX9+/zZCodjUAEdDAZqDqYSMl3x7gPftfGcf1blEDWBFWZmMys6kpqWFYDCEyxG7/i4t28OG8goA9pTW89naBopyog9czBpTxKwxVu62+nmtLF+5h7pG69dF8chs1u84GJlkyQkFSc1zRjavnmHPYZs3PCsqUN/UitNpJxgMkpmRwieuGqJrtkIm8Xm2En39QSaeGeT3AQexZqEuE5ESEVkAPADsAP5+gvb/wfpD5gERWRBufxnWbcQnjDFHOjcQkWwRGdfxhXXrUg1VrlOBjn9pOiGwA/xrwb8Gmh7E6PT1kOF2zyfF8+GOJTT5SwmEjhIyDVS2vUvQMTVa7fkI4jw56f1Ufffk6g2U1dbR5PXRGgjgGBnN+G6zCYebon/rt/kC/PC5N6mqb6LsaB2VdU0x18rKSOHW685k5oxiZs0soWBkZszdrNqaFk7PKWJOZgEzU0fQWhu7vrOlzY/DYycgUN/qpbq2GaXiIW5PIxpjAiJyFfAM8GKHqneBs40xx52ZMsa8JyK3A/8HrOxQ9QjwmW6a3Q18u8+dVoOOOGdhUm+AlqeBFHBOB//q6An+NZiWx8E20prtcp+H2Hu2D58amFIzvka5z0cIIcXmwPj+HVNfY5tCQd53gRSwd5+dXg1M/9oeu+5yT0stoy/NpDnkwwTBuzH21l9tUxsXfvNRAPIyUnnhf28mM9UDWOlfXl2zkw17rCcQ87PTcTnt+PzWNYoKs1j1XlkkABubnYnNJoTCszDjx41g0zZr0X0wGOL+X/+bh3/4CWy2IXYr0YSsV6LfQ0XEO/VDLdbC+L8Aq4BJwNeB50TkYmPMifZCKMcKzv4JlGEtiv8CUBO+Tme/AJ7oVFaCNUumhirJxpoEbQbT+S9PBzQ/gQmF1114PoRkP5Dc/qm42tf4Kntb2nMvGWamTsUf2AGA4CY3827EobcOB6uvLD6L2//0QuR4+sn5vNu4P3J8+tTR1K2x/la3CRztMJtV3djCL19azv9esxivP8iabWVs2BldAH+0ronTpo6mudmL3WbDlungQGl0puxAXQOLFk2g2esnaEIcOxg7U7b/cA0f/c4TNLZ6ERGe+dr1FOYMk8SnKq7iFmyJSBZWkPNDY8wDHcrXAsuAm4BHj9N+IfAycJoxZmO4+AURaQC+LSJPGGN2dmxjjKkD6jpd54MORQ1gJlQLLb+LFgS2gXMO+Ddax8451i3Fdm3/xHiv0dxbg5Q3WEdp/TMdSoRyfzou+wWEjINszxScGmgNaudMHs+SudMoq6tDbMKB0NGY+o0cYt6H8/ERwOa3ceDN2Jsk75VVccpnfwFAcW4mDruNQDA6q9LY0Mau/dYfX2PG5CESfVCuKDeDFaVlBMMzW9MKRkBF9NpjZhaypkOerp88t4yffvqyeA1dDSPxnNm6Eigk9hYixpi3wgHTQo4TbAF3AIc7BFrtXgTuBc4AdqKGN//W989mOU9Dcn4DkoJpfSk22MIRfmJRJdOenRWsXVGKt83PKWdMYvqcMX26jtOWTrpzDPW+6H/9Jkazt9Ga2bI3H6Y44zpy3X27vup/R5ub+UfpTlrDyW1PmVTIYaL7Y546aiTr6/ZHjufPncyG1dZzVDagviEafB2qaeC0KcVs3G7dCjypJJ9d+6JPF5aVVXPqKaOpamrBYbeRmeKhoiY607W96hgLPjSBFgIExbB/f/TJSIDV75XR5gvgcQ32fOBJSP2gO1HHiOd3TGH4Y8yjJGJNNdl78F6FnduGtW+kNti/u1U8uM4C19nge9s6lgwk/XbElmUdp1yNaf27tVg+fCwO/UWcTMYYfn7fi+wOb4Py+kubeOSvd+FJcZ2g5fvZxMHc/G+y7NCNgMFhy+NgazQDTND4ebvqYZaM/lG8uq+S7NerVkcCLYC1pUdYfEohIXsrThvsaOg005W6n1lzJhE0BqcRtq0/HFPva/Mz0u7B5wvg8L5/3VBjyM/eWitv14ySwpi6/IJ03mg+SCBktVswbhRHN0X/uLvpglOHQKCl+kM8v2vaVzleB3yvQ/nlQBrWWi4gcsuxCKgwxtR3aH+RiCwyxnRcc/Xx8McOyXTUcCUikHUfpuU5RFLBOTUaaLXX5/wKgkdBUsBe0I+9HZ5WLnsvEmgBVFbU8fijSxk/bzRtvgBzpxQzvjivx9fL9Uzn8vHLsYsbv/Hyx7234g9EnyIr8PRogwo1QI3Oyoo5LshwEkxbjzfkow2YmXsKSyuiAc8MGcvqQ9F1WQtPLmbjDutYMLRWtlATfoqwdE8Vs2aVsHm39f04bsIIth2KznRtLa9kzoQiyo7V4XTZyZmUQWlVdKbr3frDnLOgBK8EELvw0UUz4j7+fhEiCakfEnv5wabHwZaIfCP8aftz1jeKyFlAnTHmQazEpduA+0RkPNYC+cnA54BDxCY0/Wj4+JNEF7g/GD5+WUQexFogfw5WsPUvY8y6Xo9ODUliL0Yyvth9vS0XbLlJ7JHqqGTcCBwOO4GA9QSYAd4pr+DJNdsAmDK2gN/ddz0Oe88zzzhsVlZ5l6Rw7sgv8FK59ePIbUvnlNxr4jsAlVQ3zp3D89u3s63SCoLOmSOUhXyR+no2cfqIKRh8uO3C1pWxaR83t1Qx45RiRASP38b2f+2Nqc9xu3jsu9fjdjrYfOgI9/359Zj6pgLDwXAax1xH7IbpBVmpvGPfhz8UgiD8fvcavjr33DiNXA0nvZnZ+m6n40+FPx4AHjTG+ERkEfBNrGzxnwAasbLNf90YU8NxGGN2isgpWLNiNwIjgcPAT7DWbCmlBoEx4/O59lNn8fQjbwEwYcEYNlRE//vvPFDFH19YxayxI/G2+Zk8pYgR+T1/wmtC+gJunvAkDnHhtKXgtqfFfQyqd4wxrNh+gDavH4/bycLp43rc1mGz8fQ1V9Pq95PidPL3Iy9SVrElUp9mtzMhcwW+kBUQ2cd9lKXbo+u0ThqVz7sdtuA5Z0YR722NrnL/1MfP4qQJ1u3CiWNG8O8Nu3h3VxkAY8fksqkqmsJxbfkhJufnsbu6GrtAcXE6R2qjWwU9sn0VV0+axbiMQf7HnG7Xk3Q9DraMMSd8zM8YUwt8Ofw63nlP8P6UDYSfNry6p31SSg1MxWPzSM3y0Nbmx++NzZOEMSx/aQtP734DgFPnT+AHP/14r54kznbpE4gDyZsbSvnqoy8DIAJPfPU6Zo7vec6zDLebDLcbgKtKLmdV9TqO+awAfW52Dke9ByLnFk98g6JDZ+P1h/A47Oytid2oemdOCxefOw2P28mY4txIoGX1TfjOJy5iy/4jeFwONlRXsn1lx7SOQmaxwZXZYq0Jc8f2c0RKGiNTNPWD6j1d6aeUiqtAIMhTj7xFS7N1K6h8SwVzL5nMhv3WDMKMwhHsf/dg5Py1q/by6j82MXXaKLxtfkaNySMt3dMvfVe9FwyFeOilFZFjY+B7T7/OfbddTFsgSIrTyZTCnicW9tjdfGvaf9EQaMJlc7G6+hmOdsjQaDA0ef00tvkwwIziAmpaojNdZ08dzzc+fGG31y/MzqBwjhUwzQ+O4V+lu9l51NoCbGJRJhsbot+bW+oPMio1k8Mt1tORn5+5EI/D+f6LDjY6s5V0GmwppeLqwJ6jVByKnW2QtgAjJmThCwSx2zs9dGwMLzy5nJ/vtIKxi5bM48v3fTRZ3VV94PMHuO3Hf+ZIdSNef4Ds3NhbubZ0O1c8+jQAboedl++4iTG52T2+fr5nBPlYAVqO81ZKG9fhDVmL3mvLz6WxzUo+KsCxhhY8Dgdt/gCpLid3nbWgx+/jtNu5Y9GpPL1rPSEMaSk29nXYitNnAkwtcpPVJvhCATJTNIBQfRPPvRGVUoqJU0Zy7sXRp7bEJpSl+DlU08DRhmZW11QxaWb0NuCkiQXs2xldN/PqC+vZvHYfauD629tb2L6/kprGFprbfLgl+qvEANX26FSUNxDkvn++2ec9S9OdObjNJ9h17MNsrfowZUdTYuobWtvIbXHhrgFTGaCmvqXH1zbG8PvS1ayuLWNt7UFWVx1ihDs9Uj8xM5tN9Xs56m2g3t/CL957hTrfENgvsX1mK9EvFaEzW0qpuLvj7ovJyEzBk+IkkOngN2s3RitFCI7yMNZWTCAYIt31/vxbAX/wfWVq4Hh19Xsxx/uP1DBtfCHNbT5CGI75fTH1ItLn3T3Km+t4ZMdm/OG99kqyAjgO2yK5sGbnFrJ+l7VAPmQM9z33Os984eM9etr1P0f2sbE6mqakNRBgfmY+c1NSEMDg4FiHma56fwvra/axeOQQSQGhkkaDLaVU3OWOSOdz//1hwJo9WFt/jLW7razegqFxfxMVFXUAHMAwaUI+B/dayStnnjqOuQsm9ku/h7LtByv58hMv0+r3U5iVzh+/eB0uR99+BdxxxZnc9bO/Ro5nThrFhr3RoOXknJEcIzrDdPd5Z/a530/uXhMJtADKg3WcM3Uazc1+DFB/JHb7nv1VNTS2eslJT+FEZuUWkedOpdrb3leDI6WK0lZrLJmODFLtLlqCVvA4Ib2Acwqn9XksA0YoZL0S/R4qQoMtpVRCiQjfuPZ8fvniclLcDtL9dv793MZIvUEonlPCdbeejdvjZNLUUbrHaQL86p8rOFxrLfSubWrliaXruP3C+X261vxpY/nMkoUcOlaHx+Vk1e6DMfU7d1cw50OFeI0fu83GmLysbq50YleMnckfdq8mFN7+ZYQ9nZV7yvEFrdnPqdl5EL0LzQ2L5vUo0ALIdqdwz7zFfHfdK6Q74aS8LMpao7N2DYFGziyYg50UPHYnHxo1B7vo6hvVexpsKaUSblxhLj8Lb+Dr9wfZuaac/QeORepvuPEsJk3QbP/xZIzh2Tc3UtfYSovPz8qdB2Lql27d0+dgC+DWj0Tbvvzudr71h39Hjk+eP5IVtdH3++mmt7nvtIv69D7Tc0Zy59SFvHroPVLsTrIasngnGA3udtRVc97ccbQG/IBw6Wkn9+r6s0Yc5c5Zr1gHUkxV5Sh8oej2QdeOXcicnMl96vvApXsjJpsGW0qppHI67Xzl8xfx68eW4XE7mHbyKA20EmD55n3c//TSyPG82SWsPRBN/nnHRX0PtDq7dP5U1u8+RFVdE26Xg7Xp5dBhHfkzuzbwX7PPIcPl7rL9uh0H+d7jr9LmCzBuVC4P/fdV2GzR2c0vzTiXL804F4C39uzjnV3RYCs3xcOKIwfxhncs+OXyd3lgyaU96nfIBFh77PFogTnE2SOm83qVdUt7Xs6UIRhoqf6gwZZSKulmTi/h4Z/f0N/dGLKMMfz6+eUxZbveq2DuVOsp0MwUN2dPHR+39xMRvnVjNLfVw1tXcP/GtyLHl4+f1m2gZYzhoWff4dBRa5vc6vpmnl+2mSsXz+7y/HMmjufSqVN4a88+3A47E/JyWXMwGkS+8t4ubjk0l7nFJ0582xKoodF/JKZsZkYrn538I9w2Jw6bvZuWg5zm2Uo6DbaUUmqIERGmjitkV9nRSNnY4jw27okuYn9t024unjslIe9/29T5vFOxnxpvCx67gy/OPCumPhgK8dT6jTR5fbQ2+9i6pyKmftna0m6DLQCHEZpbfDQD47Njf6nnpqZwUn7PkqimOwuYk3c966ufDJcI8/NvI82hSXVVfGmwpZRSQ9Dnr1rE2xv2UNvYis0mNEtsOo2f/G0Z586YiNsZ/18DLrudZy68vtv6l3fs5HtvRGe+Fk0bxbbt0UDwk5d3f4tzV9UxXtoaXcS+tuwwU4pGWFngDdy54DTSukgn0p25uTfglBTsNhfpjgJy3ON63FapntJgSymlhqCs9BRevP82HDYbdruNzz/yd/ZVRTcEH1+Yh8uR/NtkwVCIB95ZGVO2zVnHBaefRIrbyaj8LOadXNJt+02HjsQsvRYgv9lNdaWDNl+A1ipvd0275LC5mZPXfWA4JIUASfBtPs38EEOfYVVKqSHK43LicNgREb5+1Xl4Osxiff7SM/slxYbdZuPkgvyYsvkTSvjBXR/hm7ddzK1XHH+7nY/NnsaMougDFaPTMtm86zBtPusJwt+/uoa9R6q7a65Uv9CZLaWUGgaK87J44Z6bCRmDx+UkLyO13/ryzfPPZfn+AzT7/NhFuHtRz5Oe2m02fnL5JSwr3YfH6aDiYB3PlG6I1AeCIbbsO8KEkXmJ6PrQYEIYk+Cpp0Rff5DRYEsppYaJotzM/u4CAEWZGay463YcNhsuu73XM2yT8vOYlG8FU60z/SzbsIfD1VbC1tH52Xz49N7l2lIq0TTYUkoplXS9WcR+PCluJ9+58WLe3FSKx+ngzGnjcNqHaMqGeAmZJKzZ0tQPHWmwpZRSalA7ZXIJp0zuflG9Uv1Ngy2llFJqONGkpkmnTyMqpZRSSiWQzmwppZRSw4kJQUifRkwmndlSSimllEogndlSSimlhhNds5V0OrOllFJKKZVAOrOllFJKDSMmZDAJ3rzQaJ6tGDqzpZRSSimVQDqzpZRSSg0numYr6XRmSymllFIqgTTYUkoppZRKIL2NqJRSSg0nIQPoRtTJpDNbSimllFIJpDNbSiml1LASSsJ2OrpdT0c6s6WUUkoplUA6s6WUUkoNIyZkMJLYNVVGUz/E0JktpZRSSqkE0pktpZRSajgxhoSvqdKZrRg6s6WUUkqpficibhH5sYgcFpFWEXlXRM7vYdtiEfmLiNSJSIOIvCAi4xPd557SmS2llFJqGBnAa7aeAK4EfgGUArcA/xSRc4wxK7trJCLpwFIgA/g+EAC+BCwTkTnGmNq+dCaeNNhSSimlVL8SkdOB64AvGWN+ES57EtgK/Bg4+zjNPwtMAk4xxmwIt/1nuO2XgG8lruc9o7cRlVJKqeHEhJLz6p2rAD/wWKSbxrQBjwNniUjRCdq+2x5ohdu+B7wBXNPbjiTCUJzZsgOUl5f3dz+UUkqpbnX4PWVP5vt6aU34bj1eWts/LRGRztV1xpi6TmVzgfeMMU2dylcDAswBKjpfSERswCzgkS66sRq4UERSjTEtvel/vA3FYKsIYNGiRf3dD6WUUqonioA9SXifBqB2LctykvBeAG3Af7oovw+4t1NZEXCoi3PbA6xR3bxHLuCmi0AsXCYk79+3W0Mx2FoDLML6Rw72c1+SpQTrG3oRMNym9HTsOnYd+/AwFMdtxwoE1iTjzYwxNSIyCchMxvsdR10XZSmAt4vytg71XWkv70vbpBlywZYxxgu809/9SKYOU7Tlxpj9/diVpNOxAzr2/f3YlaQbrmMfwuNO6oyLMaYGqEnme/ZQK9YMVWeeDvXdtaOPbZNGF8grpZRSqr9VEF4G1El72eFu2tVgzWp119bQ9S3GpNJgSymllFL9bSNwcjhnVkfzwx83ddXIGBMCtgCndlE9H9jd34vjQYMtpZRSSvW/5wAncFt7gYi4gU8Cy40xh8NlY0Tk5C7aLhCRuR3aTgEWA88muuM9MeTWbA1TdVhPd9T1bzf6RR069rr+7Ua/qEPHXte/3Ui6OobnuIcFY8wqEXkW+Ek4p9Ye4GZgLFYm+XZPAudgPWXY7mHg08ArIvJTrAzyX8a6ffjzxPf+xKSPKfWVUkoppeJGRDzAd4EbgBxgM3CPMeb1DucsA84xxkintiVYgdVFWHftlgJ3G2P2Jqf3x6fBllJKKaVUAumaLaWUUkqpBNJgSymllFIqgTTYGgBE5AkRMcd5FYtIqojcJSKviUiFiDSKyHoRuVNEerSvlohkicj9IrJbRFpFZJ+I/EZEutsGIeGSOPZiEfmjiBwTkRYReVdELkr0+E7QpxOOPXze90VkjYhUh79uO0Tk2yKS1ov3ujXcrk1EdonIXYkbWY/6k5Sxi8j/isjfReRI+Lr3JnRgPetTwscuIqNF5F4RWS0iteHv+6Uicn7iR9htn5Ix7lwR+UO4TaOI1IevdaPI+zfoUypZdM3WACAiZwATOxcDvwH2G2Omi8gMrMWCbwCvYu1xdTHwUeB3xphbT/AeNmAFMAPryY1dwEnAZ7Ge2JgRzr6fVEkaezawAWsPrQeASqyd4BcCFxlj3ozbgHqhJ2MPn/cvYHf41QrMxno8+l3gPHOC/8Qickf4ms8Cr2Ftd3Ij8F/GmJ/GbUC9kMSxG6yv9wbgEuA+Y8y98RtJ7yVj7CLyOeAnwAvAcqwnz28C5gE3GWOeiuOQeiRJ4x4HPIW1rU8Z1nY4FwBLgO8aY74VvxEp1QvGGH0NwBdwFlbm23vCxyOA6V2c97vweeNPcL354fPu6lT+uXD5ef095gSO/Wvh887uUGbD2hF+Y3+P93hjP855Xw6fd+oJzksBjgEvdCr/I1bQmtXfY07U2MPnjgt/zA63ube/x5mkr/t0YESnMjewAyuw6fcxJ+pr3k37F8Pf79LfY9bX8HzpbcSB63qsHy7PABhjjhljtnVx3vPhj52TvHXWvvFoZafyI+GP/b53VAfxHvtCoMIY83Z7gbGyDv8FmC1W8ruBImbsx3Eg/DH7BOedB+RhzWZ29BCQAXyol/1LpHiPHTN49tCL69iNMduMMcc6lXmBV4CxItLvG/OGxf1rfpz2aVhJM5VKOk1qOgCJiBPrNteKHvyyGBn+eOy4Z8E6oAn4rojUADuBKVg5TZYCq/rc4ThK0NjddB1Mtm/hMA/r36NfHW/s4bVpOYAL61bw94B6YO0JLtueUbnzeeuAULj+Tx+o43GQoLEPCkke+0isnwNtfe1vvCRy3GLla0oPv87GykL+jjHGF6/+K9UbGmwNTBdjzUY8fbyTRMQF3I2VaXfd8c41xtSIyHXAo1hrn9q9BFxrjBkoi/fiPnasQOp8ESkxxpR3KF8U/thvDwh0cryxT8Xa/6vdTuAKY0zdCa5ZBHiNMTUdC40xPhGpZmiPfbBIythFZBLwMeBPA+T/eyLHfRvwqw7HbxCbhVyppNJga2C6HvBj3eY6ngexfih9KHxb7ESqsAKTFcB2YA7w31hrnz7e187GWSLG/hhwJ/CsiHwZ61bqtVgL7MFa1zQQHG/s+4ALsW6FLAh/ntGDa6YA3f0138bQHvtgkfCxi0gq1gMSzcA9fe5pfCVy3C8A72Gt97wU64+O1A/QV6U+mP5eNKav2BfWtHcz8NIJzvsq1lqH/+nhdSeEr3tFp/Kbw9e5cKiOPdzmKqzbjSb8qsAKwAzWlg6DYuwdzr8GCAKzT3Deg1gzW13VVQFPDdWxd2qTzQBcIJ+ksduxFoi3YW1zMizG3an9w1hPJ6b099j1NTxfukB+4FmC9RdYt7fRROQW4MfAQ8aYH/XwurdgrV16pVP5i+GPC3vTyQRZQmLGjjHmOaxbZqcDZ2Btbtq+Z9buvnU3rpZwgrF38gLWmqvrTnBeBeASkdyOheHbsHnA4V71MjGWkJixDwZLSPzYH8Wa3bnJGPNWbzqXQEtI7tf8OWA01votpZJOg62B5xNYC1hf7KpSRK7Aui32V+ALvbhuIVZOm85f8/ancwbCLeVEjR2w1ikZY9YYY9411kLZCwAvVh6i/nbcsXfBhTVjkXWC8zaGP57aqfxUrO+FjfS/RI19MEjo2EXkfqzF4XcbY050az6Zkv01b79dPhS+Z9QgpMHWACIi+VgBwPPGmJYu6s/GenLsbeAG081aJbEyrp8sIiM6FO/C+npf3en09rVaGz5o/z+IBI+9q/MmY91GfML080Lr441dRDJFxN1Fs1uxgud1Hc7tauxvAjVYyWs7+gzWL7t/xmEIfZbgsQ9oiR67iHwV+C/gB8aYXzFAJHLc4Wt35Vas28jrP2j/leqLgTCboaKuxfqavG9qXUTGYv0VaLCmxK/utPvECmNM+22x07HSOdwH3BsuewLrB+/jInIq1gL5eVhP7Wym539hJkrCxi4iDmBTuG0Z1vq1O8Of/0/8h9Jr3Y4d62v0/0Tkz1gBswMrEeRVWL84/tjh3PeN3RjTKiLfBB4Skb9gZeBfBNwAfK2/A00SOHYAEbkR65axJ1x0toh8I/z5r4wx9XEbSe8lbOwi8lGsDPK7gR0ickOn6z9vjGmO20h6J5Ff87tEZAnwD2A/VvqIj2EldX7YGFMa36Eo1UP9vWhMX9EXsBLrSTl7F3XnEl3c3dXrli7OvbfTNYqBx7HWKnmx1uv8FsgbymPHmtH7M3AwPO4y4GcMkOzpJxh7SfhrthtrQXEbsA0rP1p6N/9O93ZxnU9jPZ3lBUqBL/T3uJMxdmDZcb5vxg3VsWMFH8f7P9NvY0/wuBdhJTtu/7/eiPX09afQ7PH66seX7o2olFJKKZVAumZLKaWUUiqBNNhSSimllEogDbaUUkoppRJIgy2llFJKqQTSYEsppZRSKoE02FJKKaWUSiANtpRSSimlEkiDLaWUUkqpBNJgSymllFIqgTTYUkoppZRKoP8Pd9fnHpcDaXcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('home_work_osrm_time_h_avg',\n", + " vmin=.0, vmax=.5,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$\\langle T_{OSM}\\rangle_{area}$ [h]'}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_osrm_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "83912e28-cc47-48de-b854-8469c5b75ca3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='home_work_osrm_time_h_avg',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(0,.6)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_osrm_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "2c69d6bd-1871-4e7a-9a1c-9a793acd1405", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_osrm_time_h_avg',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{OSRM}_{HW}$ [h]',\n", + " xlim=[0,80],\n", + " ylim=[.1,.4],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_osrm_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "c0b3c71c-140a-4ed6-8e88-f9a1463ce9bd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_osrm_time_h',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{OSRM}_{HW}$ [h]',\n", + " xlim=[0,60],\n", + " ylim=[.0,.4],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_osrm_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "305a75bc-6b50-42b4-b0c2-61ff1ea3b0fc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='home_work_osrm_time_h',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$t^{OSRM}_{HW}$ [h]',\n", + " xlim=[0,60],\n", + " ylim=[.0,1.5],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_osrm_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "0c0f29ce-e977-4bd3-be40-3b61fe3d6962", + "metadata": {}, + "source": [ + "### Avg. commute real duration" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "68cf5f87-bf76-4047-84e2-1fa2fc85b5c3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('time_trips_hw_avg',\n", + " vmin=1., vmax=2.5,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$\\langle T_{HW}\\rangle_{\\rm area}$ [h]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "234733f2-3468-495d-9c5e-e2593b871ae3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='time_trips_hw_avg',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(1.5,2.75)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "3b9106b1-520e-46a4-a999-06452c454e8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
GLS Regression Results
Dep. Variable: time_trips_hw_avg R-squared (uncentered): 0.827
Model: GLS Adj. R-squared (uncentered): 0.827
Method: Least Squares F-statistic: 1.558e+04
Date: Mon, 16 May 2022 Prob (F-statistic): 0.00
Time: 15:53:33 Log-Likelihood: -3828.6
No. Observations: 3256 AIC: 7659.
Df Residuals: 3255 BIC: 7665.
Df Model: 1
Covariance Type: nonrobust
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
coef std err t P>|t| [0.025 0.975]
cbd_dist 0.0435 0.000 124.812 0.000 0.043 0.044
\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
Omnibus: 23.276 Durbin-Watson: 0.335
Prob(Omnibus): 0.000 Jarque-Bera (JB): 30.370
Skew: -0.101 Prob(JB): 2.54e-07
Kurtosis: 3.427 Cond. No. 1.00


Notes:
[1] R² is computed without centering (uncentered) since the model does not contain a constant.
[2] Standard Errors assume that the covariance matrix of the errors is correctly specified." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " GLS Regression Results \n", + "=======================================================================================\n", + "Dep. Variable: time_trips_hw_avg R-squared (uncentered): 0.827\n", + "Model: GLS Adj. R-squared (uncentered): 0.827\n", + "Method: Least Squares F-statistic: 1.558e+04\n", + "Date: Mon, 16 May 2022 Prob (F-statistic): 0.00\n", + "Time: 15:53:33 Log-Likelihood: -3828.6\n", + "No. Observations: 3256 AIC: 7659.\n", + "Df Residuals: 3255 BIC: 7665.\n", + "Df Model: 1 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "cbd_dist 0.0435 0.000 124.812 0.000 0.043 0.044\n", + "==============================================================================\n", + "Omnibus: 23.276 Durbin-Watson: 0.335\n", + "Prob(Omnibus): 0.000 Jarque-Bera (JB): 30.370\n", + "Skew: -0.101 Prob(JB): 2.54e-07\n", + "Kurtosis: 3.427 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] R² is computed without centering (uncentered) since the model does not contain a constant.\n", + "[2] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Linear interpolation of rog vs distance...\n", + "x_col = 'cbd_dist'\n", + "y_col = 'time_trips_hw_avg'\n", + "\n", + "tmp_data = tmp_df_stat[[x_col, y_col]].dropna()\n", + "\n", + "model = sm.GLS(tmp_data[y_col], tmp_data[x_col])\n", + "res = model.fit()\n", + "res.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "b8672d7a-62a6-46e0-a441-be9d8f4a2bf8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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FiZWEuZr0lc5JZnu7LZEIIRCDAcUjj9D72q9FXCVg5fVsEyrrLFXXmjE/KIjyWtuNcRbPAbteRAVXozYy//LHNcvSYVbvzxVrXtz5SMB5H1prjNh3LA863pdC30oRJuPc2DbVBTW9Y93b2+jG7ne8g05QIc0Mk2KqDjSo+7GN9W10On+ORZ0W71I2ViYsVg4ipRgriRdg65RxJCXj0jAQATnsvEcJUEoFjeHCUDpPVliscxTWYZ3DeoiVZ1xaVnXY54VRzqiw7XEarud5m1+4NI6pWYw0245q4NRe1r33XdIUYwOeYZBGaC3oxQpd73OQBFR7eJ/q/SyovU9KM/O+jfKKcWmxHkxdJunvA15bZPNz0NpVBheZ02eQvX77f9nrYS5eoDp1ivi2265o3+0+r2M2sVmIXQ7H+fWyIwd8CLvWN+1q1UYWvdRNqnGvHskbFSV4KWte3PkXLS9tUJypAVPz4gTO+11k/QcZ71jLXeQakZbtpOysJ7e2TXUdVpf1MBOU8x6BR3iPEOBFLVogwiQzw9ykpv3a1npyZhcKB3UE23VK2/hwrMJaBIJxUdHK3gqPFo61QYxzPgCZvG/HzXmPcOHv5vNISQofonEpBJGayvyt9KJ96SSHSVAuUkIQd6LCg6C5m4jZGU/lXc0D7VFK0oslWqp2cSc7JYeuLaq9NyCpWIXMQDP/t+1E1hHZw0dii0hYroa5ssTt7KDW12c+VyurlF9+HH3sGDK9coa769km1Iz15XKcXw87csA3iF3N2shek/hePZI3MkrwUtZ9oZsXzbiQHgRajVeAUrm2htsI0HdF5A/TftNt+QDamm33ZY/U4YkoDjpBNek1rSTUgetWVhFJySCpW1GUQKYa5yBSoo1ew/WHbZqFQhPBXwph3jjR5rqtBesNWnQ0lAU4H6gipRRoJJXxeEKLk/fTBYIUAus9RWnRWiLn1gEHXRRqJRZG8PuhubeykqK05M7hHSg8FoGoD7XUi4mkJI0kSaRYTqN9MxTddzhWkqoToUaqriN3wGLyKkdiV7KIdjs7LGLQFyqwsxVf/jK9l73sqpzn9comdt+ly+U4v9b23Jhl/wzY1ayNHGaV+V9Di1X3hR6IkNa7sFPsQvgqOaWGbP7u1ovh4O033ZaPfF50trbCWHQ1mwI/yGInVrKtXe21aJpPr1W2dm7SzUzyS0lEr05NSyGorGPip+IQlQmC8PP9wKWVu+rCzvvWsYCra74O5QVCzNWARYhuh6mm78NxJhUUxuGthzhEtMZZKhPO1wPGOHTnehN9MGKNw2YONiclW1mFsZ5JZYhEQPMnUiCkRCnaunaTyWjAcnsdZ/7ZGcThuRRAzLR/vBnTqxmJXeki2pw9i4iThd+p5RXM2bOYW25Br61d8bnC9ROvuVGU6vayIwd8g9jVro0c9MF7rnGn7mUzfX/5rGQdBAdTGtdGw3uRXhy2/WZ+mwbEk1UGLRVZZcNEXDu0Sy12uhNpU5NcRA85n16blIai8oCksr51wo5pr3JeBfrGbpRuvcc6x7iYrbduTsoZoFlz/jB1LGmssNbTixVZaVFqmvZ23pMqRS8JlI6Vc0QSEu3JJgavgpMrjWMQwXI/ZlyGLEKswwJEHyJ9P7/o3I+Yw1hPYaZiGIWx7JjwnqwMNKmWrA5itJzycsMU0b0XIHORc45VoM9s9Z6vAQbjShfR3lrMhYvIfdDOcmmZ4uGHUa99LUI/t9zGjeZ0u/bcGsn/iu1a1EauduTwXDGtBEKEthspRaCArMeyiXy70WNbRz5A+82iz5t71zhfYx2e2TomsAuR2VjLStWZSLsShtZ5BnP0kPPpNe8JAB9rmVSGVCuW0qgllmiIQRoLlJjB2XvnMc636ejSOrLCYGqgUIPYbeqZM44kDePo6/PsOpjmfLdNhfcQawVlqMtLwDsBSjCuLDKvpuhg64hrZPZexBrddGszhg1hyqWIObSaZi6895TGEyvalLiHGVKZRWpUgxpA1V3c7vcOx1pSKtdmSxaByw5rpQn7K4zFd9D1jR10Ee1GI/BuX6SzTBLsZEz51FMkd955Jad9zc2VJebiReKTJ5/tU7mkHTngQ9i1Bio9G+mS6wmKuJrWZZvqqgeVxrExLimNR0iJ9R5NiNoCWcTUyfUTjbaORMsZwv15O8gYDRMdiDm8Jys8ugYf6blWqEU2z0o1L2Ho/GJ6yOZ5yStLP9HkxrC9U+KcY5QbEMEpZUxT7uMygJVsvc/GqZoGPKRci9jtxwJfA4kaxG73GTXWk1eWSWGIlMQRrn8vQYdxUTEubI3chkiCdorSSBQhwnTOM+xFMw5qvyzBuDQIz0yL3aWIOaQQrPVjBLAjYdlpvKdeAIQIV6sp93KDGWhAPMCeqPF9lbXstIZ+OYxdXRsVpqVHbUhDVtJ4ZhwOuog2Fy+CvDQCXi6vUD75VfTxE6jh4LLO+3qYLyuqp54mOnEi1LBvYDtywAe06wVUmnlhrxMy+Vo5/ss9/0tt19yLbttJP9Gtrmte2RCFCuh3JsluJOK8J6uR0t5zybaVg8j5pZFiJ6swDrIGjKOn/dfzCwCYdeQtsGkuUt6LNrK5JueDI0y1JlGGUd1HO8otkSo5mfQpbXCstpaPNC6MVXNuTTagNBbrZlHT49LimPbWNmjfcWlakoPmHiyyNFJIwLqATt/JDEpLJpVHGsNqL6FwFmfCwkBICXNOdVGWoDuWUd3yk1ch6zEfYc73g5dWstqPw/grhUSw1NctMrw75t1sRHOtvXjvif1aYi3saBwAhCKaXrsSVE4wKU2tTiYPvIj23mPOnkX2+5f8rVAKkSQUjz1K71WvuqHFGtxoBzcaoVZWnu1T2deOHPAB7NkAKl1vZPLVvo7LPf+D8Bs3bR7didjXzrhBPwcyihCxJJGamTD3qtftd08XLQrmzxVCK1CDOC7rVLRgdypy0QKjjbTtnIPehx6y+dzWEXcSKZSULUOVQLKVlfWCxWKto3KalTSa6Q1v6sKlcaSRxNTOd1LzIkdCt4uUppY9z8bVOMFFPcuDXsT5SYHHk0TBwVXGMUw1g1gipETqqdPr7q977TPHNJaydrgNJaOSwYnDLKNWt92nYQFDBXWvfqxn2tG6zstY3zrfhhfaWMeKjQ9F9HElWIuZfuVnnibfHuHueenMb/qRatsMG3a1g5ifTPBFgRwM23axBqzXjF0v1tPv0h524yLm3LkbWqzBFyXVhQuHdsDXux3zyAEfwK43F/RzHZm86Pz3Ey/Yb7v5696LgtDY3Q61BSI19c/OhNkQL8yLsC+6p4sWBYsAVXll63YH2QKUVN0ecynt4ebFj5Uk7setUzkIaCfWIR26PQnSkFoJIq2IpKRyjqK0GOfYzgqcI9Sn63pfl0vY1/saFwZBaCNSQhDFmjhWNYjL4aIpqrprzb4WLRRSrUiU4sRSL/TdOo/BsZLG9GLN7KiLmf3BtM2n2fekMGSlazMNUZ0SjpREwwyjVj9RrXrVrkWTkKwP4j0n3gZPsDkusA5UHV3mxjI8xPS5aEwOQhTTPV/vPe70WWRVIcZjiGb7ctNIHcr5QmC/QkqyyrQYgc1xgXGQRGE/G5OSpQ5iW/UHiEceRa2uIq+RWMOVmkgS7Jkz+DvvnKlt7+dgn412zCMHfAC73lzQz0Vkcrcma1yIUBvnsZ94QdcOct17URDq2iEmkULWEXJWWrQKKkbzKeZJaWf4lpsUqumSVOjdKjRAey3z1kRfLctUfYn7MUw1IhLzXMxd3eV5FO6iCbbRHfbjsiWyiLQkr2BSVmSlZadwxFK00UyiJalWrfh8dyxK6yitBR8Em0ozHe/mGpuWpC439l4LBa0ES4nGuNnjxFFwaE1GwhOyF9YG4FlDRZnVLB9Nq1PQVBYt1aUnRLz9RLd10a5VxjHyZk/Rh72c1qSm8zQutBl55+gRUt170VDO2yLN3qZ2vYgoprvdTO95llHlJb1+SnzhLOb2O2f6jvvJ4ZwvBPYrGyXt/R899DDVT/8U5m/8bdSttyDwZFVgBmuySFZqjM0or5FYw1UxKXGVwY3HqKUlYH8H+2wFPUcO+AAW6+vLBX2jI5PnV5HNg90QG2gpkPXkHKnZCRr2frAPct1NmhZoJ/9YhbRbqVwbgVIavPcM02gXMxLQpoW7aWwKEybwDsWgXtDK0qUhnOHiraOvru33nIxqAYn5Oup+oKPmvBZxN9+8nAZGqQ4dZiQlzoUrXk3B4imda6PrXqJII0WOba+pn2jMpAQPxgXn472d6Sf29Rg2LUldhqFFCwUpBMv9GE/gpG4WCSv9mGGi2c4rdrIq1PDr2vwiHujKhGM1oLCmTuy8bzmtd7Kqzn4IKusDIM3vrdq118JvlBsKY7EuAP2KyjEpgzOK64XT8eHi3tnuPZ4ncNF1jbpBfFtXq0H56bmkkdp1Xm60A0JAv0+8cYH+C19AmSbt7w9NvlGzX7G8AvU5Vvd/BPnMU+hf+Bnc//g/t9GjdY6W8QVgafmaiDVcTRNKYS5cQC0tXdLBPltBz5EDPqBdT4TyjYxMnp9QRkWYiBtig8YS7QDdRooHES846HU396KJ3BoUdJcbV8nAPDRv3eM2zqOhQ5zvG62Ma/V6G2sAOcFRh5c6qtub0kjtm87sWjMhLKqjQhCEb17P+YljUY9us5KfP34vDj24Ao9Lg0NVSrDc0/QTvTCjUFmHg9C/WlmyOqOgraSfqBaE1JBPNPXV+Ui+e17NvV3px/Rrp5NGirVBSGGmWpEpg6/pKCMV0rxd3u3GWcWdunjXGqfVLPSy0jKp+amrWhhi0XaLFn6jwrCTVy2TmnEOIQT9SLcZDev8vlHwXgQuEBZrXXDXpLJ4lzFIwiImqmu5ze8r6yhOn0VGEUopkBJ54RzLd9yx8NgHsYb9qrl+7xz+Tz+LX15BPvYw4sP/CfkNfwEANdeipKQMYg0PPxzEGg6ANr7e9VXZ72POnCF+/vMP1cs/s49rHPQcOeBD2OUgeefbZA5ql+vwD/OQ7/Xb/T6fn1AKE1pHivmJRgTH2aZV1cGi3YNed/t5tPhzWfeAztv8cZsJeZRXVG6qGdqYVgKEbFtRys5EHivJxqTE4UOPK1xSAKCxvV78naxCSoFH473B+lCHbawBnwXHFD6bj5jn79kgDr28UgYUdKQEsVZ7ihq0vdI69LuKSVVHmNM+YWVCbTuN1IEj+b3ubePsgi5wAD01PcxNHbjrrMJCyc/cpy4ZRqQkAtjKqzblnESLxR32ovkcFwbjXE1qItEKjBftu+zre5hX9tAkN1XNE51VIY1eWU9eGDyCRLu2nFLVDG2TwlCUFe7CRcTyMrI0DPoDyq9+lejWW6mYsrEdJhI2584j4gSlJNo58scex29sIN/zg7jPfBr+3a8gv+ZrGN58cgbEqFXoracRazh9+pJiDc9GfVVEEXZnGzeeINPewt/M9/Jf76DnyAFfA2setmbSaOjsDvvQHdbpHkZcYK8XYr8XZdGEIoVoU57zn0sRJNz2a71ZdB1NS8+V2KVeqO53kyI4Ou/DvxtCiuY6homiVIFtyqPbSby0oZVHy2lkdVAkdfviK8mEQNFY1uM4SKbHcM5jO86muQfW+xnlpQaktBc5BMD6IGkZohb16nYVnxpwmgcGcQAxJZHaVbscF8ycVzMu+yGi58ekyQRsjcuw4FAhbd5PVNB17vRFz0SxHoScjn+XqUrKkOJWUrakJJVxqFS0kXK3zt/9f1dD1jjLpPRoqfAyoLabBVFehghdSrHwPZNCtNSTDSAvL22bPZmUAVEuZSDPdiI8B7pzr5UUgZpzUpAByOCQXaSIiwpz6iyj4epMLXhlEF9ynvHWYs6fb9mvepFm8id/DEJw8i1vpHrda7jwD/4+/NxPc8uP/AjWT3m5dWcRo1ZWKR59FLe5iVxfRw0GyH5/hi1rr/TvyJvLCk4OZVJiNy4SP+95jIspN/yiVq1ng4fhyAFfZes27nf5dpvaYzM5X610TLcndpQbYi1Z64e03l7I4/1eiP1AKoui1lhJRKLxtbBBXph2gmqOu1/rzfx1tOd4yMXKQuej9uZU7pJYaC3pK90umJprHnRALeHvEJWG83NkpaGynkEyOy4HQVJHNa5gs0YuF8aSV4a4nri2spJEh9aSLm2mFKJFfDcJ/2qRs++M3zxX9n7PW3DYrq3FNufaaOEKZrMZTd/tYRDR8zKAk8IwLi2FDXKFsaudlrcM6pSv9bPZiWbRFGlJXpYzohpN5D4so7bWPH+NjS0qqcwA7LzAOIuWAcmu5q/Te8Z1a9auxYUNOtybtYKUFGGxEGnJMI0wjrb8gRT1WFKXDtTMIs3u7NBdXTvvKaOU8SOP4V7x6hYo2lVh2u8+u9EInJ1BCOd/9BmSl76UZHWFBOD7v5/zP/7jbP/u77Lyrd+6cD9CKdTqGnY8odrYQDSZncEAtb6OWlnB6BjkbKpqUhikEi1g8VpFxLI/oDp9mvKmW8L/a6CkhoXHu95lviMHfJWtjVDmULLd9pmrlY5pHOm4NIyzitwEh9IFGC1CHu+VGjNuMdF88/u9osq1QczFcYkdF+B1vcIULWK12fZS19G1gyIQF6GIW5DWzBjv3lesZcu+VOFmOJJ7c61D3eufZyCqjJqpU+YjG3RkI90eo2lRan9T2RZJ7J2nF2n6kWJc2kCl6KEf+xao1FAfRlZizCxTVpOu7DrGy40wmnsxL+HWHH/+ue4iv/dDRDdONyvtruM1UWISKZQSbO4UDFKPFBFntzMGvah1rhDq489sTOr9qzbL1NCLjguDloJUy5n2pnn2qkUsV03KP1aScWlD7btGAK8PklCqMI7SOaSQNBqMSooZQFazb60lcR3FGjdNL0c10cmoCO9rmmiE9EgRFkA9VJsJGRcGc+4cdNKoUghcFGE2t5DbW7Cy2n63SAt63szGBqjpmFanT1M9+SRr3/d97WeD++5j/PGPs/l//p/0X/taoltuWbgvoRSi32/JPLz3+LKkeuYU5ZNfxVhHgUSuriLW1rBxSqETBnrqlK8V4ljGMcX5bezOCNnrz5QgDopiv5Z25IAvw/aLXptV67xAfPO5sZ5JaWb6Ty/34WsICyozSzw/LgyxVXUKbjfyeK/6q5ZyVwTcPXfYO00zTEKzvo0Pf12LJotJGRCowyRimOo9iTAW1R4nhQk9rfvQGTbbZ7Vz7G7fRG5dNG/bSuJrZSUhGCSC0qpQd6zvw7lR0bkuyzBJWOrpFtkLtM6zMKFNSiuJqBcCzluMmaoPRVq1gU+DVo46qM0kCv25k9LQi/VMhHipCGPRmM73RzcOq9sO1bUG+V3aWuii7oHuprgXaeS26GWClnH3/XBSoJpavqz5tGW4d5PC8NTWhO28JIk0sqjQNY1iUfcpV8aF8xZgaplDvaBNpxt9N9cX1X3bDcrau5AiHtYIb+c848rWCxHXAtLcHCCru+BuJCOlbUhCBDt5hRIhoyDwDCNdt54FXufV/jSNXOQWmY0Rg5Au1jUAz1iH7vUxp55Bray2RCH7veNQs1+dOTPDfjX59KcB6L/hDe1nQgiO/Xf/Hc/88A9z/r3v5eQ/+kcHAlsJIRBJAklYkGjA5QXV9jb+/HnKyhK94pXEg7WZ7a424rhptyusQ25uIXuzbF83QlvnkQM+pF0qeu3W3Jp+yqZuFdXR0KL+08t5GJoUHoSXMtaO0kxf/FgpFiGP94pkF9WAF9VrFzlU532ruTn/+UGuo2vnt3PGlaUfa7LScm4nTEiNdYkwFtUerfPM9680NTfQM/29TS9rVhjKyoKgJfJvFhIbkyl4JzcWZ6ftL5EK6XUhYFzYKVmE8ExKh3clkRQgAqWjwLc1tCYaymxgqYLQDaIELXlHUwNtzr3pX24m21FeoZRC4PE+1K+b566vdetMx+VsOWKv57jZf2VDFJXqgFxuFyK16ETjoJtxMHUbTUMK0o18m+M096pbI7bO17STCimDA06jWs9YT+uNSRT4um3dv5xE9XGdJy9LnI/o1cc11jGqLEjBxDqkm5YJuiA5Y32bHm6sSV8D7aK2eX8bdHisBJmbXksftavevQhdrpUkAkobFjlKChIl0VriCI/ssEZBdyP1XpVjkghV840373QaK9Jjy2w/c5bJ1hZl3G+FMRZlfBrrsl81Nvn0p4nuuIPo5ptnfqvX11n//u/n/L/4FyEV/Y53LNznpayfJpgo6CnrCxeRCzAeVxNxnBuLrxfWJu5RPf0MK3UE32RcGmrVZ9OOHPAhbJQHtGaXOWlRZLVXmwywC5nbTEZNK0ejcAKXRjTGWpJo1dbqepFmEIWJQ9RtOF390S4d336R7OUAEa4Ext9dEExKw7iydUox1DvHZUjfNhNjlwhjfv9FPXaikxFoarsNsni+v1f4MCka55hs5yR6Sl0Z8LZAnQ6UQpBbO0OT2ACAMmPITTi+9CEVmAlL5Tz9RFEYE2pktTD4INZsmxLrp4u1JFJ4B0ntCLrnXpgSY1w7JsZ6doqSY72IlX6C64xNpKep6oZOsigt68OkBU51rUlZNwxYk1oasKmRN+1CNONRL1RK4xb26i7qr+zeK+s8lZliDirj6GmFGgh05hkkEbqO8pzzlJVrJ8t+FFGUoQY/NgYcRD5c66is0CI4IePCWK32EwS1JGW9v7TJHNTCE6Kuzw4INeesjqaFFC04T9Zp9X6ikZMSV7euJQuYwfbsV080G+MC7wg1YTWVj2zq5vOLXrOxQRRHpL14hi6yBWsNUvzGBYYvXEVKgRJi3zqw2d4O/cTNvdjepvjSl1j59m/f/WAAg7e+NaSif+mXQir61lsX/u5S1pyvihVOC7rFiKuJOC5GY8rTZ4iWV8O+eynVmXMU4wkmiqcLb7s///v1sCMHfEAbFYadotqVroS9e1qBmRVWXtld7EEQHGYTlWyNyxnEZzcVtcjWB3ErQNBF9wFtrbI53/lV8SVbfA5hVwrjbxx/YULk29JI1o62Yddq+1vrtGMXRVxUln6s6DVsVzUwrJuFgNn+3srWIBnrwjGMo6hcneYT5MahRCd7UN+/eQpHJWfRoaOywhjPoKfr2nqIaH3dstScSxwplJIoJWaQsmmsdrU95cay1dS7taQwJXhBbqHXPDP1pNu0YVXWt/fE+mkv7SLBgmaMIxUWb81YKyFapqpm8mosN5aitLtqrUqKtg2v+/mY2mkLgoSenrY2Oe850U/pp2HhsZOXFGUor8SRIiuhsLXKlBQ45zAGlhLJWj9iGCsuji0yEm0dtLS+5YZu0r7Oebbzigs7GZuTiq28xDtY7gWQ1amNCXF9c1suaiVIlWozK726zQr2ZgDrLsSzwiIkeAfDNJpZiEdKtAvMRYtue/48shfqv1rtfp/08hK98xcw1R1USrfgPDlXl27v89mziE46NvvjPwbn6L/+9bt+CwtS0f/4H1+xytAg1tgFko5Xw7Y+8H62f+qnWPv//ThyKaTtk0ghRtuo9RPEtcQmPPsUv89uBXofE0K8XgjxXiHEg0KIsRDiSSHELwshDsR9JoS4TQjxASHEphBiWwjx74QQL7icc2nSaLYW8m56FZvV+0FTJ83vBnEgQUjjUGtaTiPKTttSY5UJ/YiLhAO6tjaIOTZMWO5FrW5s06eaRgHM0fZlXmJfV2LDRDNINL1Y7dKvPYjFWjJMohnUapMGLE2o1+WlbVOgkZatiLv1HofH+2nqWGsZiIPqVG7XdEvVaNuJNDAUKUoXWoKgTvO72frnINYspVF7nf06Wk6VJJKeorRUNgC5luOQGm2ATWuDZMaBNfcn1dO/V/sxS0mooTaLvK2sZGNUMs4qdoqKnUlJVlpUnV0Zl6GWWdlAGNEsFLsLhybKapxjYw0ozLvp7yMlUCKQMzjv2z/zZp0nn3umtrKK7TzQXzY9r7mxbEzKADjSksZjN/clVqFdSCvBzcsp0kNReawLC4fNrGrTv5ULIhdJHLHej1kb9lhKAsuWkCKUE4zDu+BAAxWpp8EYBslIQ16FBYexgaxkUjqysmJ7UjJpSgLWUdb1+V6i2sVt8w4v9aJ9F8mxDoxe1AuO3NgZmtb2OYgVy73drWEuy/BFgYj2zpUqpTDeU5w9u+vezL/vrixxW1vIdMojPfnUp1Dr68R33bXnMfTaGuvf//0UDz3E9u/+7p6/O4zNlyuulrnNTagqyk98ov1M9vvI8+dakpeZ3z+LteAbOQL+n4A3A78CfA44Cfxt4LNCiDd477+414ZCiCHwX4Al4H8FDPDDwIeFEK/23m8c5kS8DzW0yrrQf1lHsgGscfAorxslzpPs5y2wY9b2mvgW7Xt+u8utyV6JXenLNEw141K3wCqtJIOIVp8VOuCqDiBKS8E2MKkMoWESpITVXkysdi+Qmv7eogpsSVIIBD6ku930GiIliJJZfdqu2DzAxXHJuDAU1hIrTRyVxLHm5qWUpTRu2bL6cSCu6Kb4ITBINdSQDZhpoCUxknPbozbdPKkMuamIpcJZT2Y9g7gGLzmPrluWYhWIKEoT9tVtxWl6e/HTNpkmykaArSPWrDK1UH2ol09Ku9DJKCFIOve8sh4vaNt1mkWlcFBVliRWrPTiIKlXf9cdWykEG+OS3FiM90xMhSsgiQMY7ebllHUpKCqLlKGVJ1KCrazC4djJKzThXsZxjJZ137WkRTdLWS+qCEILCIEg9LNXVmLq1qLcGJQI5+bzAHJbH8QHbumC3Qh/JQV5EXqBGwY166fjvOs9Ho323T+Ed0QuL+Gf+ir+ppsRSrVZk110ljs7M9kKVxRkf/qnDN/2tkvKCw7uvZfxH/5hSEW/5jVElyDfWGSmIZIxjsXUGFduogo5gOIPPkr6F/4iANGgh9jcDIuZZDYr8GxS/N7IDvifAX/Ve182Hwgh3g98nuCc37PPtn8LuBt4rff+s/W2vwd8geCI/+FhTiQvLXH9EvUjRVXLvaV6d6vKpWyvGqsUYhdyuvn8ch6Qg9Zkrxc93GGOc/NyyigPTERaBnH07azapVxknGsXGWPvyUoT0p4Ti67Rv2mkED6kEFt+5E66cCmNyOt2ExDE2hGriOVehFKCRO9PL1nWNdnKWLLCopRkECfESuB8AGZFSrROrLvib4BQSggcno1xQaRkILwoTM05PQXV5VVASC/1BF4rROXox5peJFAq0Eo2aN2odjRKCJwvGecVsZRMBESyRouXhsxYltLpAmNQf14YST+etpO1FIpz5ZOGDatJISvjiFx4lru98BDS7b52/E2Gpusgmugyr2ybLpdCkDuHtiGas3W7UlzzPo9Lw7mdgs1JgXeeSW5IEkUSaVLpWUlj1gdJSO3XrWBlTUYS7ickKhB/RJIWryFlfe/klNa0WdRcimSli5qfj0CjznWnWlHamtjE+YWiDObCBYinDiP/0pfAOdKXvSx8X497msRYCWK8TXTixJ4SlubceUQyjX7zz38eXxR7pp+7tisV/SM/cqhUdKO45IzDlxZb11+v9hzkiwByMI89hjxziuT229FKYrXETEb4jgN+til+b9gUtPf+D7vOt/7sEeAB4KWLt2rtO4BPNM633vZLwH8Cvuuw51JYNyN3F9XKLr3k8uogi1IvTbpxPtLqkkEc9hjR3HbzD1vTxpOVIT14flTMTBgNIKz5bP7/B7XuccaFYbSAInLehqkOqb1U1xGc3JU+0h0SgaKyAZyUW0aFoagssQ6RUlnXPZt68jxqfWUQt/W348OUW1Z7HF9KODZIWK/BR809A2bGYDuvGBeBw9gjMMYGvVspKI2nNLal6Wwm8GYsu45sa1Jyflywk09bqyaFCe0zsUZ4j3AhuvR1X+5aL2KQapZ6cV2rnR3DprQxLi3GQe78DF93U9+dt0GiWRvELPVClNaoSTnvd5UZ1gZxG22lWrUpe5jthe/WLhun2080S0lI5UcqAOMaLIOsEcJ4gfChZSuJZIu8bgB5kZJYYxHGkpUB2eQdRAJipVjqRfSSkN5t0vlBhELXaXaJF2ExpyNJP4kY9jRLsUbUnysZUvFbWbknyUr3+T6znbf/zyrbZnMaa667yVb0O89jt0zkncNcuDCTLj7/3vdy9kd/NESuVWijK4wLwhX9PtGppwPqnt3ve8t+1ZvGnpNPfQrR75O+/OW7rmuRtanohx9m+7d/+0DbQFgodPEAzbVu1Nmjw8wNlzJfFIh+H6Sk/NgftM+eSHskmxevqEx2te1GjoB3mQg5kpuBP93nNxJ4FfCvF3z9KeAvCCH63vvJ3HarwOrc728HWsRhMxk1UdjVTl00tdvL4XXda397IZq7DqCRC4QAemomhK6D6LbiwMHIQ0rj2M4qstKQdJznYYEPl2qb2qxrdloqhnVKVkpRRxYga6H2tifW7EatL1IXmrf51p1xMXUyspb5K51DCEsSKbLSstSbCh6MS9Oiq7sT+dakZGMSiFTwJsCy0Ugx7b+NogAuK3MT0sgelgdTgg7nA5Vmw8q0MogZF4atbNpm00SUkzKA00KUGjIHdHqItZT4mn+5sq4F9Wi1uGbXPGfbeRW+E+E8ml+1bTxlSCtLMWWsalvfbFCYatLiSdOaIzxpLEmVx3uHYkr7WCrHZCfHeI+hZtUyjsp5llJNrFUAnNXj330fIhXq0HFccrwKeA7jPf1Ys5zGFMaSSonSAikCQHI7qxAObl7rtfvMq+Bkuz3ek8IgaqBPg7at7CxRilZhgTZfj+w+G24ywVvbRpnm3DnMqVMAbP/+f0LVQgmNxf0eYvMiST4mWl1dnM7usF95a5l85jP0v/Zr960xz9vg3nsZf/zjbPzyL9N73esuyQPdvaaudRHpjV0NUJQvS9TqKtHNNzP66EdZffe7EVIi0hS7cZHUGcQNomN8w0bAe9j3ALcBH9jnN+tAApxa8N0pQiCyiNLl7wGPz/25H2ry+hrZ2URh1yp1EWvJci9aCMi43P0tmjS7PZldp2JdTU7QWYk2k0qXpONSgK5RYTi7k3N6O+P0ZsZTF0ec38oCk5DdrY96KdsP4OXr3khZkzo4H6Jd611b++wuluaPfZDIfhFbV7NQirTEN/VEaKkZhWh6sadkKE0U0HXKW3UNuPl8UoT6aKhTT3vEh2nELSsxK70kpJ7ryDHVoa7aAPt0DXLKKztzrc6BtVN2tMo4jLMtwG1cO+ZGtq+bPm7S0PuNUVPPjOqoLo5VHb3X7Xc1Urxh1mrSj91xjVWISAM6OoAUtQKDIq8cm1nFme28Pb+Q4fDBCfs63W89ElpSjflMUxoFsFesJf1IMUw1J5ZTlIK8NCHV70ApkEKSV6E1blJazowKTm1mnN3JOVdHus3YwWImvEEcsiu9WLX112503IDg5kGdgX5y+txmn/scAOrECXZ+67fwZne0qHs95OlTi9uP5tivikcewW1v0ztA+rlrQgiO/c2/iUwSLrz3vXhr9/ytsQHQuBe+ZVHZ7UpxKq4GrQ3uuw97/jz5gw+25+29D+N6g9hzxgELIV4CvBf4A+Dn9/lpk19Z0O1IPvebrv1z4AVzf+5tvuymy26E1MWVWvOS7wJp1OxADQq4+5vuS9SQQyyakBs1me1JRV46tvKKJy5mfPnCDme2C87vFC3K9DC2F8lDEgUmIodgJ6vYzCpy51BCkpV2lwxd1xk3C4ULo4ILo4Jz2/nCNNiiSaFBEw/iEK2msWKlF3F8mLCUapZ70cx2sZItmKzhXB5nFcY4qhqia6xjUoV+83EZ9IlvXkpZ7UWcWEp4wfFl1gcxS2l4HhsEdrP/ht4ypE5n8QNahdRuU/8srWO5F7Paj1ot3WacerXza5D6DVp5r8XL+VHRotS3J6HmHNqdqJHZHU7pfRZDEByWIKTQlxNNT2kGkSKNdPt8boxCi50AvAh14V4UMYgV62nEoBfTj0OKvDnHUW7ahVZDOCKEwCPYzgoUikEaUxiHtZZEK6QITjhRElHXh0eFYVLYtu4NtExfzXgXxrKVla1jbshFuu6mobvcmpQtQU+3VdCcPz+j4pN/7nOo1VWO/cAPYM+fo/zEx3c/k4MB5uIF3GQmwRfYr86e3c1+pTX9r/3aXfu5lOm1NdZ/4Af2TUXPp8jnWfYSvRuRDFcOivJFgYhj+q9/PaLfZ/yRj0z3naSYObT4s2nPCS8ihDgJ/A6wAXyn936/ImSNgWWRUnY695vWvPebwObccdt/zyNfn+vWpHW7UY5pU5UerEdiZjRjm9XqImKL7tg479vaq8BjXOjHlEJQGksvqXtc9wC0HNS6k3deGXZyw8QG9qZYSoa9KEScdftHqzTUceDjXYxQi8ns96NhHJcG50ObSawDCUojKN+ULZpUsrEeojoNrsI5+rrEUdUMSc574kiRaMXWpGS1H7PSj9soKUSYso0gF5l31NFoAFFlRYiG1/oRx5bSmgSig8ZXs2PaFT7o2vzipeFSHucVpQs9ukXlyEwQUoikx4uQMepHMPFmhvltflzHpWFnUgbwnZYU1uPo9OM2Ds5arA3PlqoRzEpBqgRpErE2iIm15Mx23kr6dXuqm383974wkMQha9EA36wLGYskUpTW4i11b3OTTp4C+xpnnGrFhRpB3ljVc6wNYrazakbBqum5VrVAQ/u5cUQ43OYWcnW1vp+O7POfp/fqV9N7zWuI7riD7Ld/k/hNb25TyqG1TmG1pjp9muSFL5w+D1mGz3NkfxD+7z2TT32K9OUvRw4GC5+hS9ngLW9h0qSiX/ta4ttvb79bVPNt6vzoQN/ZG8QHYt47rPmyRGiNTBIGb3wj4499jPUf/EFkkiB6Pcz5C3hjZhSbni274SNgIcQK8HvACvCN3vvTl9jkIiH6XZRmvoXQgbgoPb2n9eLnfsS7yIaJZq0fs1Snu3X94PcTRT9Rba/zlCNZ7iKHgN3p6Jl0r/NEWtDXin4UEL79Wg7uUqmmRanhbjRT1pN/aEmR9KL6j5ZIwoIi0hIfEFK7GJv2621tU/TGzaSau9YsymIlWUoDKEpLxea4ZJRVrUDApDSMC4v1vmXfaYFIsWYpCdFyGkliJVjvR6z3p+vHi6OiRe5a7/H1vWvQo/NXUFoHAlw9AQoPaSRZSTUr/UDcMh+NNdYq8FwCxNdNHVsX6DVHRcnFUQDVjHJDUZUYFygfG/GK5pky1u8a1/M7OWc2M7Yyw1ZuOD/KwdcgSOfq9ipPWQXyj1FesV1UeBei7O2JoTB1b7Gf6u6Oy1rlynpGuWFU18XbVLkOCzNN6De31pEVFXhCb3JTUgCcd1hHoC2FFhQWN2A144KwRjwl1SiM46mNSRDlqPvYx+X0GVBSzDyfeWWZbG5TWTtVOXriiZAuftWrEFKy8m3fhn3qKcQXPkeiJb1I0avpOeVgSPXMM/hyimE1W1sz6ezq6acxp04dCP28l82kon/yJ/EdMZe93m0lpxiLpp3zaoOiun3Tw/vuw+c5k099KpyzlHjvbpg09A3tVYQQKfBbwIuAb/DeP3Spbbz3TgjxeeB1C77+OuCReQDWpezZVsw4jO1FZbkX1D/WkuPDhO0spDy7kU8DhujHmjXd9IPOauI2NpNq1UFubacw2DotlyaBZGOpbpNZ1F7VPcey7hNtaTQ7wLBJDS6CUG9sULdaKaS1GMIKfDOvSIzl+DAkPorKBqpKT4uubshV5ntlpRBcHJet1nHTvtSAnppxbFpbIhUWG1t5TlEGB2g8SEz4uzv5mVkmLikFsZBoGTFRISXa0BMaG0gnmuiqsY3xdHJt9txQn3b3Kxx47xjEmkGtiTsuTKtJ2xCEwGwbUFN/3gvE173fDZhLIGrwlKcvJEoqPIKmzBe2mbYD1Y9pOG5IuoRo04UUvPOetYGgp0Nq3TjLOHdILfBCcGo7Y1IGlLLzgb5zmGgiKWfSw0Vp2MlMey+jWBIp1TJYaSnpx1AZ2ClKdvKK0sJSCscHGi0ginXdWibaOrUgRHWTwoS6tZJsZYEgpRcrsnJK9FFay7F+0ka+zTNg5jIYxjiWBzHy3EWsBV8ZepEmr+u/6StfCcDgTW9i45d+idFv/gZLb5h1okIp8J7q3LkWIDXPftWKL1yBAwZQq6usv+c9nP/xH2fnQx9i+Zu+Cdi/DTKrLLIMf+DqZxddUaBrnePkJS9B33QTo498hOG9oaIo4gRz7hx6be2qHfNy7YZ1wEIIBbwfeCPwLu/9J/b43R1Av24zauxXgX8ihPjaTh/wi4E/D/xv1/bMr4/tpQ60iMoS5qX5dj/waaR2ASXiugWm2X/4e6qJ27X5F66hyNzJK4alJjdTesdF7VXdVFRpHduTcqZ1JavVfgRweidjXISXtx8FGbdEhdRv4oJjSZSska6BGWncSQsW1nFS9IIzqqMoiaSXKFbTiEhJLowLdjIzBVDpwBM8L2nXXHdTE3c+IJYFoXdZKk+iNYmeqkNVNZXiKKta59w4W+Fhp6xa3di+kjBXy12EHm3ORSvYmkwZ1c7v5ORVcOKhDueDek9du26IP5pe3lnw3d4TY/d8IiUJpzl9FrUMSk/OeZZ74RlMI7kQZV7VNfBEB7GFURbS2QDjrGIpjYmAHEEch17iUe2gG3avWAoQgsqHBZX14JUgN4GL+/y4aFuc1nzCxIbr7DtVR+aGWIYygBSSYSpZTiOy0jBMFGmsWdYxzgcAmxCBe13VUoMtglxJSltBNQWxOe/RIozvoEPA0SDGm+feWEfpQ7bAnT2LjBOk9RgZ0s/R7bfD6hqlsUghWXnnO7n40z9N/uCD6Be/ZIYjWg6XqL76VaKTJ8Fa3PY2cnXqcLJPf5r4rrvQx44tvL+HscF99zH66EfZ+IVfoP+616GPHw8qX242Dd3gH2wNkuve/6tJB+nLso2AhZQM7r2XrQ9+EHPxInp9HdnrYc6ew9911xVTal6p3cih3Y8B7ySkn9eFEH+t8+fbOr/7OWCeFetfAl8GflcI8feFEH8P+I+E1PP/caUndrn9sFfLFvXV7kVluTkpdwlALEIwH6RvuJXkmzMPM6QDzfgMEs3JlR7PPz7krhNLPG+tz7Fhwk1LadtuVdbn0l0gFJWt2Z86n5Uheh3lVet8ITjmcWHxSBSCnhYcHyQcW0pY7cV1arQiKyxVZWsUMDxzMePJjTGZCa0tAkckmgnUsT0uA1FFvUpvQDbz19+Mz/akZFSUFMbghWdUVuwUJeOsZHtcMKnDvbM7Ged3Cp65OOGZ7ZzNSegt3ZrUogBSEEsJ3hFLQRSrXSCy/dCjpk7zQkhdXxiXbE1KxkXIcITxMi3jVbfWvVCTeY8e8O7z0tSllyLFIJH0E8VyGqOlZJgGFHg/USylEWk8C7wprSPvoGRd7dzC8W27sNksayKWFjwIHl+XCyy59VgPW6OSi+MslCnqFrW8Tolvjis2JhVbkxLjPZEI0fGoLDCWcI/q8spKGpFXJuAXHGRVWPR4Qsrd2IZrerY9bxBrBrGqqWsdVWVJI9G2n9kasa9kWDgIGh7xqajDzs6EYntEIYIohC0KigcfRL/8FS2oKass+t63IpeXufjrH5z5PKsMIopwZYnd3MTu7OC9b9PZZmOD4uGHZ6LfBq3cfecOag1BB95z4ad+KpR8CAuUXqRmUuR7paavJkNfUwNubHjffeAc4/vvD+erFDiLq9PQz+Z8fsNGwMCr67/fUf/p2hPAv9trQ+/9jhDibQRn+78QFhr/Bfh73vsLV3JSl5IjvNa2l3h901oyb6aOcOZt0QO/X8px/ro9gTt5XIS+1KzOiM73C7fppU6b4fy+GhH0mfN2jrzypOiwoq+vwXfO2zkXuJ9rxqpICrYLTz9WrNSRf24smTVMqrBdhCQvDaX1OByxCmIIECbHwgTUdMtBbR3ahsi9Sx/ZvZZJYSisZ3NSMak8qylsFRVl5VjtaaSEnazEWE1lfCvy0PCL9xLbImid8yz1IirrSaMQhTWauI0lHY1gmAosRDXKOtIysEPlQWnJ4NkpCrJcYhCsDZMAnCpNjeAW+06MzTV2JQjjGlAzrhclxnmMCBSQwnucc6ykDeBruv9ITDWnt7KSorRIKdr7ZVxInUfekqaa5X7MpKqwlaAwIdPhEBjnEF4SK88oF6j6XkdCkBtITIVSAuNgM885N8nRUpEKybissARSEikE48qh8KSJBC0RzlO5WqtZyhqtK1o5SQDdLAScx+Jn+oCHvQjpYSxBC1mXBlzbgtUsALwN2sKNprCxjqywpJMdhAtRYl5a5Fcexpcl+uWvmLk3Vsf0vumbGX/g/Zgnn0Df8fwwhnXULHt9yiefRPb6iA6bVvaZz4R78ZrXBha3+UjVubaefFCLbr6Z1Xe/m433vY/xxz7G8C1vCfuaK1VdiWraQc3n+Uyfb3TrrSQvehGjj3yE5Xe+MyxEopjq4kWy3vBZnc9v2AjYe/82773Y48+d879bsP1T3vvv9N6veO+XvPfv9N5/+UrOaS/ndz1XTntNlC0l4hzyUO9BGLLXA7+o1Wc7q3ZF0VlNTNC0TzT9jIui8G4UtZ1Vu5iBnPMz21jnMcZTmsDNnFWGfqwZphFKyhD5WI8WQUUobhixaprFEEGH84mlJJZB5KBfr8iLyuIXOFPjXFsX9QQ92u6YJ1q1NIMNEKxF1ypJGkfEiuD4rEPTyAoGab1I1LKEpWFSBeKNSWXZGZctQryq08SREi3xxXwP9HrNPgW0Pdt5ZdkpKrayqq5JB+CbFB68YGtkODMuKSvbLnbCddKqJy0yYz1b4wZYVbExKvjquREbk5Kt+l7mpUVQ07Raz7gyZAYqVzOFlcF527oVZVwYzm5nnN8pyWpwVsOPPogihpGqgY8RwoNA0osjEiWRCKrKMs4NsZYspTFr/QipBcs6pNKNsWyNg5JSaQzeAi6A0oQP/dCb44rCBpGFndxwflSwWaepi9JSVeE+BABiEMhIo9De5RFQLz4rM13gjst6MVZapJakWreRryf0oO5kgTTGu+B8m4xFZT3bhcFhMRcvUiDZmpRY7yg+/3mQEnP3i6bvlQ3KYept3wBpSvbbvzX7TnmP7PWw2ztU587NsF/tfPJTyBM3YW+5jZ28YieffR9NrTh1WFv+S3+J+O67ufgzP7MnyEmr8M527WpzKnRT0I0N7ruP6sknKb/yFSCIM+RPP0NZXjo7eC3thnXAN6Jdq/TJYVIgiybKBlEppMA426ZNmxrwYG5Ft+iBX3QOTap7nmygQUJPSjujDtVo8TapuUb5pYmixvU+xoVpex+b9GUziTXR0fowYakXhzqnD72rgtCPfaIfB0R1LOlHAUHc1Gp7sWLYiyjKcC1RJFEqOO3SBASqVILlnqY/v8qvmbNs3U7jEQxixSAOE/B63TYxLgwXRgXPXBxzfjtrr7kXKdb6KUuJZilWrA5iVBSY05bTmDSKmBSWSWUpDHhjKY0hryo2x3nbstWkvrsLoe7CqDShhowPHNfN09cgbEd5RawUsVYooLSW0hFAPVLWHNtiRsmpSSl3SSEiLdt7mVVBbWmnsJyblGyNiynIqV78GevIS0tWTWufWWHYmlTtAmtzUrI5KdkpK7xzyPqeTWo1p6W+5tZjA9aHPYQQSCVYHyT0Y0USKWQUCE8GsWCtViHqJ1Gox8aa0nm2csOprYJz20WQI3Shk0FIKF2F8Q6tQxr7wqRsmbhGhcMZTy+WLKWyRadHKkhBOudRckqsAiHiTet+VlWDBZtUcqRES4iyMynZzivObBdsTnLGReAX0ypcz6Ss8DgGWtHb2UT3UxCghMQ+8AXUC+/CximVDWnmUR7S6mWcot/25yk//ofYs2d2zRMiTcG7ttZZjsaUD3yB+LWvQ4iAqjd2quzW2OXMaUIpjv/QD+HGYy7+7M/u+btepIJs6DXgVPDO4atqtwN+05tA67YnWCiFrQx+vFvs4nqqI93IKegbxlwe+DuuRfqkmdC7aN/9Hsh5WsayBu5ENegoUjL02taOqY1k90gtN+cwn4aJ1fQYrXOswRLOeSaVnWFGirRkuT7vvKmb1nUyY4NowLgwTErLTlYG0YI6LRcryUo/AFwqS5viLK1jlFfYmou4aVu4ZW3ASk2fGUmJ1KI9ZtyMgXStVB8QImpnkEiiKESlCJjU/bFKBI1X4cOY9uIQzQ1TzbFh0jq+yjjOb+dt9DLKS3qlZa1uG9Iq3MOG47bvJT4KnMsrSwljY5hUEgrDVmFIlGDLeYQPYyREiLSTGqi26Hlp7ktuAptSU49s+7UJAJ9BrMhTHTR0lSMSoV2q6RZZRKfqIUjnNc9CjZrOK4dW01RyYT39DntXYWyoe9fAtYk3aBUQzF6Euv657ZztmotaiFrqsX5OfM1zLWunu5QEbd5YBnAdQGQFo8oTRxItdN1nLUgjyU4eUMnWWowJC5ntvOKEEvQSQWklxhisDTSbsVJEAgSegRJYAggu855hGhHpqE1rV/XiwlmHEYKoA9yJ9JRcZQqKCwM8qUKkW1SWi3kZNJBdyB4NU8dyP8bWIhNNi5mrJgzLEtUfooxDZGPsVx6n921/GSnDM9jIPEY6vBfVW78B+fsfIvvd32H4nu9Hq6k2tRoMoNPnm/3Jn0BVEb/2teH7PQh5LndOi++8k5Vv+za2fu3XGN57L71Xv3rx77REzUu1XQVrhBiYc8BqaYn+a1/L6P77Wfve70UohYoiqosbrWZwY9dTHenIAR/AzMWLwJWLzs9bWYOkGicga0czTwIxb91arTIC26mzNGxGvXg3Bd9e57BXTbm9RjUlL3A+0A0KHyKXRtauMg7RE0T1NWS1wpAQUI4tX704Du0hxrKdGZQCtZySokPKVZspV7Rtej6bCblzvtYR1VFzdzGROUMUhV7mLq0jBKDNZlESSUEaCWwdvR8bxoE5Sk9rwABRXVMdJGJmEeN8iE7HHaenazCZtRYpoHAWV9VSkNrTi6K63cmwseNJpGSYKHARUoQ0bZhMFZPKEEeS1V5ErNWMpm+Ltu7cKyUFG5MSnEepQJnoERwfxHjnSWPNwIZautaSREpKN2VrWtTX263fb05KjHWMyoqscPQiVSPZZct9DVC5kA7NyzAOpResKInJciZJhPWSSV6xkYW0uxSwkmicCrXcBlSm6z7z5hoDB3ZoUTI2gJqs9W0rW2lC6nqYaNYGmqx09OOgh5xVof+7cgQSEudJ4wjnQ6q8H2t28oAmjiJBXwmsly3NrBQhsxDJ0KrmCYuFcRH4oNeW4rY9bX7C7nKeaymojMXWwhxNhWinMCTaUzmJkJKeVgE8NZlgXFgUCKGIH3qYzHuiV7yCKFYUlUHg6UVBNjGrHCyvkbzxzRQf+TDr3/mdqNXVGiktdtVgiz/6DGI4RL/oxUBICUd2thzTdeCXYyt/5a8w/vjHufCv/zW3/tiPzaS/r7U1DngRt/XwvvuYfPKTZH/6p/Rf8xripSHmwln8HXe0ALXrrY505IAPYObMGbxzCCn3BSod1vLKst1Jz0GYaJbTaGZi3Kt/F8IkNV+fbT6ft0X7Omi6pZ9oIuvaVX43UtRWhgiyJtjIiorSWoxzgKAsLU9t5SylmkQKJsZiC89y3yGlRwiHdZpIhcmrRRw3DrEhtKivc5xVIAVZGYAywnsq78isox/5lvYwrtuJCuPwxiO0qGuikq1xQRrJtv0m1Yrc2hZolEZTtq5mvGRNtJCXlrJDOjCIIrz3gWCk9Gy5Eo+npzWxDOIHFycG58I4OmNRSqG1wJbBUYZ7AZvj0H610gvMV4ETObQL2TpjAFPeZS1FnYUI56VFGN+1XoyUgmPDpObADeeqnWAQhZ7sefayZoHVPDvndwqkDPckw5Fby4lehLZhHCoZepYlnmODBIFHIxhXltGps7gnH2E46ONP3MRoaRkZh0hMK4EV0JOSVAed5EZGcWsS0Hwhw+LZyW2dSQntK7kx9GNFJCVehgXKMA0tbafdhJ5XIELLk5YKfFhM6b7A1sC+RIUIXEtQSpImGm89pQvtS4kOhB+VdURSIaWgqGrgnvOMSkOvDGWJaI/3KI0VksALPi6rIHphPdY4lBYsxxFaR4FiU2vyyqKdpDx/Hi80sXH00gj74BcgTdF33Y1WAr81IspK3NIKVYdtK/qmb6H8g4+y+du/Q/+7391+3gVUeWPIP/tZkte8Zqb9ZtgLvdPdNqYrMRnHHP+hH+L0P/yHbL7//ay/5z1XtL/DmCvC87PIAfe+9muRS0uMPvxh+q95DUJrEm+JTAGDwRXP55djRw74AOaLEre9japp4a7WTZrXSwVapiA4GOL6oFH5IiTrsEMzOW+NY+rut9mmNDXqto4UY+0pS8vFUYFHcGYnZ5RbtAItFVlV4n2IAKRSlNaTqKmyVF7Ntvf0E92mvaWcEoNUWjIpwsTsLTTQu3FlGdS1zMZ5Nu1ELnBikMZBQzYrLTjLci/0eDZR7w5VC36CQIjQSzWeUGOXCFb6IW3ddb6B6apCoPBSMskNWeGwAN6yZcsAUpISJUO0HEuBsYZICEQcPr8wLii8I4o049zgqdmqBGyPq5q+05ObHC1C/awwgcpwOIi5kBcgIHMOMw5Ujv0oyPE9L4kYFwEwJYSmnwQnNaopN533u8Bxm+OSnTI4Oy0lgyToKgdt3AhBIM0wzmFsOE8pFcO+In7mGdxTjyHX1kgThbl4Fp76Kj5JSY+fwCyvkSRDlAzOc32QMEyDEzJWt2MEgq28wrnwnDdI4Yu1brL3HucC4clyGiG9wltHL5JYH+hIHWFxmJUWpCTWsJlXWGe5eSlBK1XXwQWJc2ghsT60MMWRYlxaHA7nmjRz6OMVgra+2yhQET4KCwQlqXRYxPXiQPpRVRYPCBOcf0+HGnxhQluTcg6/sYFfWcEhgjzjF75A8rKX0e8lYbGp6s87/l5rSXr7bbjXvZ7s9z9E+o53tpzPeWlxLiwqqi99CTcasfR1Xxf406+Sw11k6ctextJf/Its/+7vMnjzm0nuueeqH2OR+SKUCxc5YBFFDN7yFnZ+//ex4zFqMEAohdzZIl5d3vX762FHDvgglsRUp061DvhqWaQksRYzvLGxFnUddw/E9YKG9b2i8ibiNdazNSmZRyc3qe69HHis5cL9NtuE/ZgWqew9SOkDIYKx7JSenp72T0ay7ocUDuMDonWvNF4DOOq24AziUBdEhDqad7SiEc4F/uQmWu7FitIIXOqBEAVuZxWT0hLJMHGOSsO6DpO6rQkxmoWAFyHFWplpOj2rDIlWDBOJsaKOiIOofRprdiYl4yqk13EBnDQqLMI5kljRqx1WbkKL0SDRnNnMya0JYhIeRGXRSnBxp6idRhADWEkjVgYRWeUIuw+oYu89g75mGMU4U+IrxzCO2rRrpCQ3Lae1EMSUbxhCijlWEk9AUxeVARHIMLLKoplqLse1yMMwCeCuJs1a2rCY8D6UP8qnn0Y9/hh6fR2UwiuB6Q+poj7KWfoXzmJPn8LHMekdtxJHNzMpNQjacwn0mmFs87wCKZEyPBNprNgYhXP1HkrnW3DgsWHMlgqeUUrBpKhwxrcEHZLAzR1JQawESgXylbLyHFsKvOE7RcnmpCHpCM50lBvwgXCjAVuVxjMqKky9gKvqTEVTNhmmilGNTl9KYo4vO7IytEZpKRFCMKkZs7azklFuUJMRsjIMI0ESSczZs7gzp0m/6ZvQSuKrinjQZ5j2oTD4OivT9FZH3/IOzKc/RfGff5/et76TvLRUzoXasldMPvEJRBzT+5qvQV4Dpztva9/zPUw+8xnO/8RPcOs//aeHkjy8XNsvBQ0wfOtb2fm932Py8Y+z9Pa3I/sDqtOniW6/fYb7/3rZkQM+gMleH3PuHO6uu5BXUUcyjRTLvZisCBOwlIJeLQx/WMT1fsCqwJlr6HdAD2UDatKzaXVjp2nNeEEk3dgw0WxUJZWbRq/Gepx19LWiSDT5pApOPtVEucHXbUM9GRMpybGlhKRO9XZ7lbsR/PziYpBozm3nGAeZCf2LtuYJDhGhBB0mwYbdS0pRR/MWKUKK2uLZnJQI7xnEEaMaSd6PdFvX9XV9rlm4FGWgsezHMVoEAYiy8vSikEkonCcrbOhDTjXCe4yxeBnYrDazAueCU1vtpfSTiJOr8MT5bbwX4GBkPRd2chyCsTW4AqQINcOdrCDSgQ5xaDRRTTawOakCGCmR7cKhdA4pAyvYdl4xTPQMlWWT3WgXNDVTmJCW0liE8CFVbF3bJ51oyWo/YVyaGVGBTARJSHX6adKnn8DfdBwnVStaIKTAWlBaEQ16KO9wRYF86ikmTz8F/R75yVsY3HwcI2MmpeXids6kFkAwhEWQgJp306G1RCAQxpPXQLFYBtBXpCWbeUFWepQKUbSWkuV+hHWOm5cSChdQ8lsNKAzH+lJKUbk6PR3AVZVz4CWVd5SlJVGeqvIU1jKIBf0kIVKiXRwDiNIANZgysG+y3k8wq5bcBMBZQ8ThXKACLY3BTbbRsaY0oda89OAD4d2u6SfdZEJ06y0sRxH6scdJBsN2kQXQu/tuzCteSfZ7v4f+hr9IJcL9liK0QBWf+QzJK16BTBtNmmtrcjDg2N/4G5z9p/+Urd/4DVa/4zuu+TH3S0EDxHffjb71VkYf/ShLb397ICzZ2cZPJogarDZfqturDHg17MgBH8CECDR35sIF4lsWaTxcvoU2G1rEbkPRuKglyXsP2YTC9/BC7PlAzEfPxjrGuamdh2o/y6tpq0us5YwwOsCoCL/vShc2xxwVYRIel5assOSmwnmBEmAQJLFinUB3GGvFsWFMVQWEqQRUh0lptR+3qdBF1zTPxtWknm3t+PMqtHD044hKB4e5Vm+zMQm9yWFCVUgV0oejzDCpDNZ48r7F2DrljSOqWb1iJZGdBU/uHN4ISmM4MylwPrRGVdaSlRWeEDlaPLGUgT+4Hr9JbihtiNSHUdB8lnUbiJYxzjlKLNY5zo5KUikQWiJxWCcpjMFUASUuZWijumWlX8vwaRye1Z4mVpZxVpHUGtamrqXPK9N0hQBK6yjNNOqdWMcoN6wPQq3VeENPaZZ6IQVvzLR0ctGEsY1PP4146gnUsXWW+wlbWdlGFBLBak8TaVUzpsFIRpg0Jo0lsbNMvvw49vEvo46fQBw/iQGKKgC/FCGVup0ZpAgOV3lBpAKtKPX3Gz6AirxzGO/oRxJjg9McZRWpguVBQlE5qtIyTDRKhPs6KgyjfERuQvkgjcBbhxeCYarpOUVRt9YZW2E9VFYwKi1rg5R+pNgeZcgL5+GWm/E+DSWjVNdoexPY2lRojfM+PL+TymC9wHlJf3sbW8sPOg/2wS8gVlenKkPOBv5iHaHEl1ntxeH+dlLJ/l3vYuN//X9RfOx+eMvbWtCceeIJ3PnzJH/5r+yaL66l9V//evpvehObv/qr9N/4xpab+lrZfiloCHP58L772PylX6I6c4bo5ptDa97mJiQ9tmsZzQZ0WlSWpJbqhKtP1HHkgA9oYjCkeuopopMnr0qqoolQVQPwkWIGfBVrybioifGdQW5vIU49w/Z4hB8so+++G9nvL3wgulHypAh0es7XPL9164WvOX2CBuls2xFMWYqGvQgCl0OrCTsq6paPmrdWK4G2CoNlUgROX6RgmEb0o0AisdQLL0QTlTYqRkCd2jzYo9i9tkGsOb+TU3nPQEvimiGqkXRr9i0SDb4iiaCsQguNVhJlg3DApAgLES2CULv3ECkf+kVduB9NC0nhLXlhMQasMwglwcG5UVkT/Es0Eq9CGjFWSQD6qIIV79CRpKcDQGqcV2yNK4RwAentQs9uIgRjCydSjUMyziyltWTGB6CVklgHcVRy+2qPpb5uaRqt9exAzRblkTXJhe4JEFOAW3OvIxVQ455at1dKnPXEEoSvVaWsJEqaaLsMfMbWsTEq2BpXDM4+jT17ivSm4wghsc4xiDQ7tqK0IUKTKpQljA9auW1WwVqWE40fLCEEuPMXsc+cZrB+gmrlBFIELeBBrMIitRamGOWOKA0gN2sdee2InPMI6Smr0P6WlbZmvTIUzrE6TIOqEaFP1yNwpaXyNnBmi8CEZaVkXFUoGYhQklhR5Q4tBEopGjJU7z15YWCSoR5/hCgbw8Y53EtfRtXvt1FxUOQK0W9pA8lHaDuTVJVFeUtaZtiVFfCh/ap64AHiV7+aSKuaAU4gh0NQChnFeGPQc5J6y6/+GkZ33UX1e7/D4L4/R1xnvco/+jQIQb9uP7qeduz7v5/8c5/jwk/8BCf/8T++pse6VAoaQhp685d+ifFHP8rqd34nstdn+6vP4JaOtYDWLRtmyHFp6ccBNzGI9Uym42rYkQM+oMk4xlzYwY1GqKWlK0pLzEeoi0SpR4XBjUa402eoTj2DVpLByhLF6jp+PKb87B+jX/AC/MlbKOfalroCAWWNnF3uRcHpulATW+lHM3KC3bajzZrlyDjHuAr9nEtJHOrPSgYGnhpA1dSw01iBl/S0C6xBsaaoAqq4cb6yFhWwBKfQ1M82JyWeIOAwP05dVG5AWNtaSk6wlQUe7KJy9JXDRQ6PbDV1G6uMAyFQUrGdZ5TOM4gUS7UiUmEsiZAM+iEqLStLEkXBGXlPKoLzKo3F+cBe4wRUXuJLF+qRddS7OlBIAiGKd5qlWohA16QMUoS05uakCFGxcVQOrHeU1mMsSAWDOIDVerHCYxkoQeY9cS9EVF76ls2rWweMtSS3YWHXjNtOYWqmLsWoqPA+LIQqE+goYxW4eiWBWxvhSWId2niMY22YkkZBVrE0waEKIKtK7Fceo7xwjmptnc2dnOU0xhiBOXeW6hfeB8dPYF/8Uuw9L2LSGxK2DKlX60INN/SiioBKTvvYKCZ/+mnkk0+jnvc8qpMnsUoT2ZCO78Wa0lRUzrGURHhrmVQGrcAryTgznNmeBHIZ64nqEoA1ATtwbJAEBjUlMB6EEmAlg0SQVVA4R+QC+1o/Dv30DRIbUYPPTEBN92JNOtoi/cpjpP2U6NaTuMmE6k//hOhlLydfWyWrLEpK1oYhvV5WjsoWhOlXBMe8sxPq7L2YvHKIrz4Box3iV7wyYA9MhVpbbTmO/YkTFM+cIlpZmQFRCSFY/fZv59yP/ijys5+BN3x9eJf+6I+I7rmH5Nj6Jeenq21qdZW17/s+Lrz3vez8x//I4A1XpsC0n7kDOGB94gTpK17B6CMfYeU7vgMrFSYbh7mR0Jc+KU0guyHMOy3+ps7UXS07csCHMBFFVGfOkMW9K+IP3a++641hcu4C48efwI12cELB8jJeKapaZkwOBvg0xTz+OO7cWcxLX0K8ttLup4meAz1kQPYu9+JWmFxK0UazjTXO2tagllHNVxvrgLbNCstKGjFIo0CMIIJD7UWaSAYHHtRdplzB/bp9xliHA5QTZKXB1SLrXSuMbevOMEtQkpWWRAXt1txajAmpwc2spDIhesusRU4M0TBEdPOLEIClWt3mzFZOJSWJkmRlRWEdWniKHVdL1GmW+4qVXty25ihCO1FpPbmEchJqh4lWCOfYLixxP/T1jrKQxurpiHJcoGuSDyWC4+7Xde/lfsTyIGZzXPDMZk4kgUiQqCBm0NeQphGREGwXBkSoT3o8sQ71Rcu0VWuYaHQlWOkFxq1RUbWkG5kJSO7KOrSC1V7CSi+mqlvL1voxWzW1qPcQiVAmUAiyKtQ0BZ5JaZESYjz2sS8jz52lWFnFVpbcOJzLSa0hfe8/R54/D19+FHH/fwGgf9NJzF33IO55CfrOF1IN14KKlQjPY24CuEoIgV1eRVlLdOopzOmnmdx0O0snb6JUCi0kq/0IYyzGBNBb4QRV6TEm4B3GZVg8VpVnKdYcX0lYGca4GsmdaIWukcwAw1TirMRhaqS3ZtiLWU7CRB6psNAW1odyRgw9JPG50/ROfZWl4+tYXS80+3281pSf+xziJS/GrQXFofCuSMbSIIkZ9iIiKRjEKdm5DBUFxHkagX34wRBlv+RlGOuR4wn9O57XvhtFf5kqf4I8qRBSMIx164j7b3gD+tZbyX7zNzjxpjdRnT+PfeIrLH/v915qarpmNnzb2xjffz8bv/ALJHff3X5+teurB4mAIVBTXnjveykefhjxghcCU8KhvUhJms+vJlHHkQM+hMnBgPzpU7jjt8zc4MPKaS26gW4ywZy+iDl1irKsIE4pl1YD2YGDygWyjqQG0gilUOvruMmE4rOfRd/9QqLbbkOogL6E0J6QG1NTKoZb3U/0LgH3SWHQOqQez48zNsYVkzIQJmQmtNWcH3vWezH9NIC5hnVauanjxnGo6TbqMI3jajR4hQj8xIHzNidVUY2mDZ+pmie6qX83kVplQ4uMkHCzSIPggJZUJjhleiFSlEJQOkdhHMfrtFsjEtC1tUEaUNkeKu+YlJ6dzLBF1fbcrg9AqwBUabIEqmYqqmxFIiWJgtzUtTetWY5B1TzUpbVo6bg4zvBOoCLFTSK0yvTqmv9yGhOp0MscLUuywrGTVyAEO4VhYiy3rPRIhGB9KaGXSDYnoW1Ky9COcnyYsN6LZ4QZml7lSVExysMiwTpY6mlGhcF4h5ISawq8r+vvOmRIRkWFJDjzygdGLY/EW0+Uhig11g5bGiaPPQLnz+GXVzHe4+oaszMO9b5/DadPsfODfwfx4pfRP/MU6tGHEY8+hP6TP0J8/H5WgKX1Y7i7X4R+8UspX3gPrJ/Ai5CGj+v+XJNEaGOQp5/AnzuFe97z2egvI2SQDVxKYkIUaamsZWNSkFeBTtJ5jfCWJA3oaQj7vpAVDCONlpKelvQiSWk9F3YK8IJhmrBS9yX3k4BsDsQsdQkmr8gnBeLJx4k3L7J02030k5isMm2tXcQx8bFVxGOP4E6O8SduRdR12p5WCCHa5x9gMN6mt7oESmAduC8+gLj1NsrhMq6yaO/Rw2GbPRPDIbn1mKIKmRoXsiW9SCOkZOVd7+LCT/wE5gufx5w6Fa7lCrV/r8QaxaRnfviH2fjFX2R431uvibDNgR3w1389F3/qpxh/5CMsv/AuYEo41PDpx1qReN8ynUkhrjpRx5EDPoQJpXDOYjc30SdOzHx3mLREt/XHbWxgnn4KubMNvRi5tESEIMsrTIOGqk3V7DzdCTdeGpDIIeUTT2DOnEXcfQ9VHIAcg3hKrdg4xkZ8vXnwKxtATQ3zVCw1iXJMvGE7t4zyEmctvSRBDASjvKS0OqQB6+gpyP6FlGdpA7tXZULbziQ3VD6QdMRKgvAUpaekop8EYoI01VSF4+xODnic8ZTOsz6MKSrXirMrCceHwTGali1LkEYeLRuNW4X1AeEcqaDYU1ATI9RtRpVLcNayNamoKoMhSNOF9y4sdDbHJXgYJJrNSRmipigoJ43KnNVYY9JA2KCUYGUQUVrHxigIPVRWhP5hIVjxoW3IOBDG0Us0TQ6gFyu0kawMI5y1WAN55ahMkDRc7sdUxjHoRUihmZQV1jpWehHrvbglsGgWgaPCkFWG7bJkp3AEGQCBEB7vQwTsJBRC1DzejoEIvd3DNArOumY7CzVl26KtAZa1pHjoS5QbF6mGK5RVSMs3xBZL/+E3iB/4HJNvfzfZPS9FeRC3Pp/4jhew+o534J0j+/LjmIe+CI88jHrwC/CpjxMDdnkF/dY/j3jb28mtBy3pJRGFlOi1YxSTjOTxhxFxn9HJ29hJBsRS0E8inA3gLomichWmsCTCgTVEWUlMyVIqEZnEilUKqQKSuc5OZOMygG28Z5goji8l4f30vuZ6nmYZVJ4hHv0imBJ54jg7haUwBWmkWjKaAIqK8ElMdeppzGiCveMFCB26HAY1x7TznmxnjMsz/PIQYz15liMefgh5358L97YocUoh+n1c/d4aBGZlDUbb0B+0HQxGhpLT8K1vZfP972frgx8EKYluu43o1lsXzkfzQK5rZa1i0s/9HJu//59R3/ytM99fDV3gg6SgAWSvR//rvo7xxz7G2l//662T7dd6zQ1JT1Szs81jdK6WHTngQ5rqD6hOPQNzDviwaYlhosl2LpJ96QHS4RB54ji5CawCiRatHF5jkQx9nEnd+zf/wqi1dVyWkf/xH2NvuQ112+0IrVsGq1iHlDDUiwUV2iyUCY39PsuoRmOS7RFylDM2CTtespMbIq1InMeVBh1H9Go0qxKiBZF1e4+9C4ATLRVpDJNJGdC0zmBMqJXqKAgwmHrctiZFkGlzEEsYmwCikRImNbl/nhvOVBlL/Zh+ElG4kp6S9OKgM+p9oHTcyQKphhK09efKOJIaANZXEq8l4zIwTSUOGkGlURloMeNIo5VpuYt7sQpI1jyn95XHYWsT8ZKXEa+uBBF3aj5m5xB4RnXbTG4sSsB2ViFR9CPBsBch6ixBpCVpLNgYC0pEKybfUxKsoCwdKlZ4L1gdKOJEkBdBwm8rN+R2wk3LKZGpyKyh8IJIShKlKGreboegqAK6VxFQxN47dCZbqs3trKqpNQWCJn3vSZOQ5XDOU+YF2SNfItvYQq+tI/OQFvfOMUxjxCfvJ/5P/4H8TW8le/Pb6GuNVtDTQUhBy0D36G5/Pv6W52He+nZUFHqHJw88QPrFz5P+9geRn/kk5q98D9t3vBClTKuZ66MEmybY8QT14IOIwRLnltdIMMiywOclA1ORlgXSB9pPRKgBH1uO6SnFuHIkkcafOIFdWedc0ufEchqENmTVvleldSHi9VMAnpaCzadOU33xi/SShLK/yoVxTlYGJrUkVqz2ItYHU+k/ISVLJ28munAB8+SjxC95Kb1BrwXCVdbBeIxWqnbIFh59FKoK+dKXh3e/LIiff1sQp6jfF+s88vhx3IXz0B/sSpOKKGL5He9g433vAyFYfte7Fs5D3agdLk+K8DC2/C3fwuav/irZZz7NcM4Bw5ULIfh8MRf0Ihvedx/j++9n8sd/TP+VryBKwjwyENNOlO7/r4UdOeBDWjzoU5w+i5tMWraZ0jiEMJSmbjs4gPmyxD3yMMlaWI03vLvtceqmfyFC5Ns42q7TbUS025cvivErq5inn8adP4++50XI5WWiTj22LCp8UeDzDJVNkOMdigub4ILjrCqHykpWRzlCJajV47jBMg7FTmWIETWTlmrbgJqXZlQYdmpygtK40C5Sqxg576nqOmE/0azEEc47YqmYmIpRZtguavGHSCHqPt1BqkmUwIuQxhoby9A7Vvo9tJZkhSGNQiRhXcB3N8QZAKPKBAIQrbhYBFRrP1FMChsmZyWRKvQT51WY7FdSjZYQK0FWR4DeWvzZM5SPPx4WNssD5GNfghe9hMHxYy1hSFAMcoQ5zDKuHFpHCBHkBtMoQiFYW4pDz7USZIVl0Is5VgSe34kUdS1aMq6Ck4ujhO3M4r2t28AqpLBMKomcjOh/5RF0pMmffw8THVEPGMZLRJ1uVwh6/YjKmoDYFuG+nNnOw2Kh6bVl2uLVTzSbk4qd7R30Y49SjkaU/QEDY0m0RMuIvDSIRx9i8IFfxNzzEsxf+W8YxLruj4YkCprI3of+WS0FUki8CWIYHD+JefMJtt94H/kXP8/yB3+J1X/5o4y//q3kf+nbEb20BpUF4JmPUuTxmP54gjn7FKWTRFowTCJkP8ENekgZ8Ai9RLGaxu17WUwqCmMonzmNePIpnIoYPf82es+7DaliMhOyBj4P6dHVflDAKkvDzqNP4Z9+Cr+8QhxHjCclWTlVfioqw4YLDr9Z+DWWHjtGsbmJe/Dz5C9+GfHSAOr3OxltoQZpLfrgEQ89CEqRvOxl6EghcETr6+28UNpaU3kwBEHbatTMD40tvf3tbP3ar+FGI/pveMOuOchYt6s9rRtFXwsTSiHTFF/3687bldZXfXmwCBggfeUrUWtrjD/6UfqvfMW+7Y/Xyo4c8CGsSdXEcYTevoheXeL8qKAyjq0sREDDRHP7ev+S+yq+8pUwqesopJubfkbjAg1iJFtBcB2HB6FLkt5duWaVRXjqOpegHCwjqpzyTz5L8rw7SNZWKEY7TC5s4MbjcALeY7SmN+gRr61gfRA1V1mJVRlepiRZTu/sVwOP7WBIceIWdvoDKtsLZNA1Sf4g6be1KWs9hXFsZSWbk0ChqAi0gUqKFqkLgeHJeMe8KqbD09cSEPSioLMrZWjhwAl6dSQ/iHVoo7EOH4DObGdBji+JVEsMkjswia8BSQHVHSmBRDGsQTandnIkgkgrjIWscqz6UAcy21vIJx+HLEMsLeOlRKcRKo6oHnqQsrqH1effTlpTD1oLKsvZ2A7czMZYssySLAVSisJYRsVsSqsfa/ppROVDyJXXZBcrkcT70F5kvGN7UgVtWzwIx2C0SXnqCYq0hyoq+Oxn2bzjBYzjIcNeTCTDgkcIcMZivSeO47r/WwRlK2NC/3kdlTc1sEGs8IDf2kQ88CBKK+L1Vaoaia5kyGLIzYv0f/Yn8WvrVD/wQyRpEljRREiAGxdwDPjQgpNqibFgnQuI9EThCNkC8/KvYfKSl6J/69cZfOzD9L/4Ocrv+B78q76WBEdpJUnkGRUOPRig+n0oDVILkkTXetFh8eSBpTTIcTbUqjtFRVFZcpGiE+grSM6cZnzmFH44JL3pJH5llVRH0za9LMc99gjl1ibR+jrW1xKMLryrxtVOS0ucg1FRobWYiSSzymDSAZPtHczHP0n68lcwOHEsINk3N8iTHrYuOfkvPoB84V2kS8PwvZakK0sArRRlP9bIlQH52hqRrSBSu0QUZK8XhBHuv38G+NS+Z4ck+7laJuIIURUBa9Aphc1n/S7HXH5wByyUYnDvvWz/zu9gt7ev+NiXY0cO+IDWdXiVThBf+Srp8VsC4KWyU4m4ml3qpuW92WbMxgbVM6dQx47NtMwY6zGmWVHTqrJIIUK00Yl823OpUcZAIMl3HuMcUZzi4wR3+hTq4lkqIUFFyNXV2T5mLenXdIzV1hb6V36Fle0R7pu/HTHow6BHPi5ZsiUr574S1GWW1tk6dpxidYXlYcJyL6YfK8ZlIPLYHJec3s7JK8O4VCynEStJROQVvST02U5KEwANUqDjiHFi2M5NPU8LBknE+jAOvLfG4rzEeoexto56VdsOo5REqQAmc94zygryIvRrRrUD69qkMMRacWIpoehF9CYycPEKmNQtS5PKcHFzB3n6aXrnz1ENBqjllUD5V5cDcuspe0PMgw8yGU1In38HSkriSDC5GLRzS+tRwtFPHOv9FAgKNjt5zuaoYKkfs1b/yStT8/YaRoUgVopjg4TKegrrmBQl57aLMNFKQXLuNOb0U1S3HsOI0FbmkKSPPkR24jbk825nqZ/UKeYSpRTSuCAYL6AfT1Ol1vm2XDEpDEoJlITxlx+neuxxVG+A7qfEAorKIwEhIdsZ0f83/wJhDOa//7v0VlcJFQhPYQL4LtTpQ3rPFBVGiIAZqCdcJQLFpVYC50ClPcS7v5fi9V9P9MvvI/03P45/zevoffdfoxosM8orhrHGehDeomSMVhLjbHDizrPai1juBcY1axxGScZ5FXrghSeRIaPS78Wkw+VQOikLoie/HEorx45RrZ+g0gr38EPgPWJtHakkUb0AmlSWzdwQGsXqxeIgQUk5E0k272tlHTZOMVaw89k/wb3spQzWVjCVwSZhLPxohHjyK8Tv+vYA+rEV0foqIo53gZbSSNG741aKxx4ligYLo9aVd7yDlXe8Y+E8NB9tNnNR035zrWrDIorxRdGy3G3nFZ6Q6Wt4CS4XjOWLAnQAoh3Ehvfdx/Zv/iaTT32K5W/8xl3fX0sWLDhywAeyrsML/KpgdjI2v3qKyXCl5cttbFKYmZaarvmypPjSQ8ilpbamM1+/gRA9NKnnqF7ZmnPnyD73OeTd98DNt+zapjBTZy4EJFrD6io+UmigmgN1heOI0Pr0oQ+x+f7347IMpGT1wc+TfOdf4/xdryCOFb1kGbRAlAY93oaNc0RpQnXyJKfsLayfOBb4mRF4H0QQnBOkNcmIqSy9NJByNOxMUgqOD9MavWyx3lKWHgT0U8VNK70gljAJtblCQIIgMw4xqRjEQammEa+YVJZT2xkbWSDzTyPPstAkscY5j7W+pVV0NbHB2iCgiHeKGnlrbGi7evoUgwtPIRyYtfWWsSyVkhPLKVlpgsA7gq1ogPvClyjObTO454X0I4WSsDzQOOMROiwCJlWF8IIsz8mtY7mfsFlH7MM0IpKhJltayUo/xZraiUlBVlaBzUyKgJJ/5qtEG+eZrK0ylLUspHNYIfCDZZKnnkS5iuSlL6Iy1OhY2DGOUWWDE4oUkQqRQtOCEdVAvZ2dCcXjj2HOX6AcLGOAngiLnWEaMi1FWdH7hZ9Gnz3Nxff8D7jlY/RLg7FTghlTWVwUWmtiHVLFgb40oIC77G8rRExKAz60O+V3vIDq7/9Deh/+EOr3fhP/xQdIv+Pd8IY3MzKGiKB4pIrgeBuCF0GNCtYBSb2VFYzHhsp4tFL0BHhFkK9UU+IbEfWJV0LUWY1GlKfPhmg97uHjGGk9vUigY4kxDo1kEAcKVGpZSa1qvvPOu9n9u6hcoIjsD+GBB/EnbyLRQRu3NA770BfBe5JXvSpkabIC/bzb9uSG762sEEvRPteHMa0k2oW5LehKuxqr4VvBi/a3V7E2LOJoqttLmOeUmi4GrgSM5csCmSSX/mFt8fOfT3TnnYw/9oe7vrsWKO15O3LAB7DswQfgppMhSnSBUapEwdPPsPW8Pj0t6afTlEek927WblLPKmkE3MMk4EpD0zETRMZDX5+9cIHxH32aC5/4OMXDD4cfCEH8utfT+9Z3Iu98Qbtv0elrVJ3Vrav7eZuXrTGtBNUDX+DMz/wM1VNPkb7qVaz89e8jN5adn/iX9H/mJ7j19V/P+J3fiUz7eO8ZOUMV9egNBiglcGfOMDp7muiu52Nuvo2x8+Q2LEB6iSKpr8N4ghRgfc0VPiwylAAbJv61fkqhDKULde28tHXaWtTsTx4VeTJjMAbGhEhsVAZ93lFRYq1jmKpQN3aC86OMpVizPOyRVYbYSgbDBI9oJQt7sarbtDxkBdHjj1Fe3IDja/goxgOmqlVtlCD7yhPkX/oi9uvvZXNSMTYeltfg6afZzkuyu+7EeMEgiSEJIvGV8YzGORbF+UmFd45RaVjtxUEjeVJgfcAQSBH6pbWWTIxja6tgXFqU9GhrWHrqcfxkB7G+ThLrOiXtsCYQW+Bhkg7xp86giozsjrsZrg5Y0jGV9tg0AOGalraoU0MEUJMR6oEvYIwlOn6MxDgwU6WkYRwoKcUHPwAP/CnZt7+bnRe+mCoLztc4Ty9SDNIIcHgfyiRLSqMRGAKSXwlIEh0oI4sSay2xjkEpRqUlVgoda/S3vBNe93r4xfdhf/7fEn/iD1n/a+/B3HSSYaQpEsuFSUFROdJYYVxYKOQmiITsFIZYKSprsS60ZQkBeeEoywrrPStJoMpsNJhJe0idUNR0ocY4Ii0w1pPGgqzWWF7rJ0Fu0AQgWneCbhbW7QK7dtJhkDVybY3qwgXS9bXAae49ppYfNLffGbZzDrW8EkoTi6zXQ/R6+Kq6LLGDXqTJvAkEJ7WKWENT2zwbcHVrwyKK21Tx1U6Du7xAHMIBAwzvvZeNn/95yieeIH7+84G9ddKvFKU9b0cO+AC2/Yu/iHv912GTXiCpKAxWxSQXN/AncvIkIW5k22qx70VggpB6fgZ17Hj7WVYDfwZxILQoKojH29g/+Axbn/ok5uGHAIjvvJPVv/pX6b361Uw++Um2//2/p/z0p9AveznqL70D9dKX107KtinSxppz6UUaI2vKvjNn2PqFnyf79KfRN93EiX/wD+i//vUhPV0Z1D/6EXY++OvwW7/ByiMP4b/3+8nveVmQ0hMB3WmBqj9kmGrEmTOUp86QnbwdBssBhOinx+4rxVIak0SKcRZSgVJKLoyCXu92HhRhrLWUTjAxoba+1IuQIvTXjvKKnbyisJ60ZjJKYk0SKTITiDu8g9VhxKS07BQBeTwyUI0Kjg1SrAsp+/Vh2r5ISaRYTyXVM88wfvRRJjJCra8ja+CaE2CFJNoeY37vN9n+zx8C5xB/9FnMd70H7wO3bzFYRp47i/Il1S0vAOJQK0dgnWUnFzhpMcZSOs+kchSVYyXVVD1NIFoM6a4LWYmuSTeMC+hYO87oP/YwSkB87HhNhCJY7acUf/pZLoiE7OTteA+DOCIerqGqCYNHHoSXvJRCraCVYEXFJEowiAM6ueWldg53+hTFI4/Q6wdGKuuDM/UECUIpg5rP6MMfhv/wu9g3v43xm95KlQWSEEnNHy4lrjJEzpLnBWNncSIsTnsq0C8KIYgjRakUPk7wUUR1/gJuOGQ5TQIvsw3UptHzn0f2P/7P8PH7sR/4ZfiR/4X4W97Jyju+hc2iQI4mxJUFb1FVAFLlOFxN3BJrQeo822h2ltbo9yKMdfRjjbVBtUobh5aSRAVRFB8ptidlEHlIdSAI8R5jPNaG+q+Q4d3NhcH68G41EoTNO9hEmlKG3vzGmQshsEsBhNmUkdyDDyBe/FKIAvBPaY0c9JF2sUOSQiBvuonyqadRKysLf3Mpa4hJGpsHVzZ2tWrDIppGwHuBri4XjOWLAnFIwZzkJS8BIH/44dYBX6/6+JEDPoD50Yjs596H/MEfojSOsnIgPFYI0vEW8fKtLMe67e2zC27SNPW83NZgu6ltOdrGfOIT+E9+gvyRh8F71POex+q7383gjW9EnLwlAD+Ape+6k5V3vYutD32Ind/+HcyP/m/oF7yQ5F3vYvia183UP3YBM8qCnV//dbZ+67cQWrP87v+G+Bu/GeK41satqQHjiNXv+m6yr30t2U/9BPZf/BjD+/48vXd9BxdjFcgCfIhASw/VcJnJzhj58EOwskp68/MgTZAqKAzdvNoLXKrWgRRogobs5qRiOyvJa5rDSQ1A28k9sjLIi+eRZ05RrB0jWz1OYUE4z6hOt0eFYb1m+dJCUEmLBYrSEw7lGEYRQipKYwNftKz1XAntRenmDurxL3H24g7l0iqV8UGez4YeX4Fg6XOfRv7Or+J3tuFN9xLfcpLqVz/A8s6Ire/+m7jaWenlFdI855ZnvszGrS+gVJo00vTTGKEkeR6YtyIRENalhKyCYT8snk5vVVQu1HwHSuAQWF9htrZYeuIRxijsoE9PCdYHEX1v8b/w06Qfu59b4phT7/k75LffSeUdsZNES8toayi+8DnKu+6B4yfoJTXTVh2tSSGIvMV9+THc6TPotXWMC5PDogmieOghsn/7bzD3vBj3XX8VZR1aBOHlQRoFjeedUXgwhstkvQgZp8ilHhOt8UKjkwiUJosUcRyz0o+ojENubGAeeph8Z4wfBo3W0jg8MEwjirfch33ZqxAf+EXsb/w6p3/j1wE4qOsZADctLVPd9SKKF96Du+clVMdvQktJVXlELDA+tCHlZajhI4I6mMCjheDpLKcygeSlyIMTBoiFR/jZPv3GepFus1POBxnNSRGizNJVKAnxxkU4d5bkG7+JXqSwkwnxTcdr0g6xp2yoXVvDP/HkrmMetIY77+zUXOS+1+8u10Qc4XZ2gIPrmR/UfHl4BxzVAjvVE0+0nxnrZxS/GruaLFhw5IAPZMvf/M3kH/oQy697Pf0Xv5JcBfFx3++TnD9DeucdLA9ifMj+LQQTzKeeAWxVkf/n/0LxiT/EfDHUfrjlVuJ3fTu9N74Jfdtt9CJF5RyjcZD+g7CiXkpj0m/5VtQ3/EWKP/go2W//Nhv//P9A33orS+94J+m996KiqH3xqsqw/ZGPMv7lX8JtbjB461vpffe7yXrLXCwtrsjxPvQnN6xBWgkGL76b+Ef+30x+7VfIf/d3kA9+gZv/2x8kv/MeJkUV2n08XBjnWCRqbY20mKAe+QLu+XcyGN4a0LhKsjaI2c5Cyk8KwcaoYDsPPbt55doadjHKSTcvkmyfQyiJWurTO/UU/txZqpPPp0x6tcSaxbogHbgcK5YHSRCeH5eM65YaqSXWCzQBONMQhhSVxUwy3OmnkRfOUaV9/PIaxwRsjYNu8KS0DM4/w4nf+TX6TzyKuf35FD/wPxDddXdQKhouE//cz/C89/0Lnv6eH0IMhvQiyfLyADWZkJx6lPwFLyFZDvf87GZBZh09LRmXhrK0RAImsmBjx9KLI7zweByJEmgtGBWWyTNnWDn1JGIwYClOUALWB5rjF08z/pc/jjt7huy+txN//k+45Rd+kqd+4IfZXDkeataxQqBJ11cQX3mUqsywtz+PKtJMSsNKP0blEyZf/CK+LNHHQ3bG1KDDBpgj65S9PX+OnX/+Y4j1daof+O+ZGIcxgSc50RKlJUmZBw3fV7ySTEVI51npBVKYM9s5HsFSHKGVYDMvSUyBFAKBp+wvoV/5NZRfehhx4TxieQUZJUQ1utkBamUF94N/C/Om++CprxJFKvQ6AyARSiKUIo40QiqsFBQmRHb5xYv0v/IoyWOPkP7JZ8J7uLyCv+cluLtfRHn3i3EnbyGvAiGK9R4hNFXlKIwJi6PSkjvo1+1vsQhc2quDJIA3WJyy7cWBxzuvt4cQEWshgujKA58HIHnlq6hfWvSxY+32e+l+y+EQoSTeWoQK7+5h+nu7tWBvDGJri3R1bbYGrK4eEEtEcUuYsd91XY65vDi03KIcDJDDQGYEtKpwznpya1ut56vNggUHdMBCiH94hcf5Oe/9V65wH8+aLX3TNxI/+iijn/k3DH7kn2B6vbBaThPsxTFuZ5uqH2Ocb+uKMK0ZiO3NXaln7xxb/+onmdx/P/KWW4ne+W2YV78Of8ttRIlG13SKhQm9vo3zhbCy3clMqI1GEemf+waS+/4c5ac+SfHbv8XGv/pJ1K98gOV3vIOlt7+d0RNPsvlv/y3usUcRd76Q9G/9X9AvfhFj49iuhRCsC327pXXcpBK0koGDWSuiNGH9e7+X6g1v4OK/fC/V//5PiN/+jfi/9C5kpBkXlrI0eClYihUMlvC6ZPnsU6xUI9KXvAiIAhmFEKQ6tIQEaTcH3tOPFX60TXT2NOn2FlYp3MoQ+mlgKkoS5PaI9KEHqE7cir7lFvq9pG1fcN6zkkYc78dcnGRARRJJKhcUTXqxJ1GhzpsXJf7MBdRXn2AkJenqamgpsQFYpbWgb0ri//BbnPj0R7FJyplv/W7cG+/l2EpoMZNCkL/ujXidEP/sv+KOn/3/cuH7/zb9peOBVGFthfjiFvrLX0S+9JVsC81OXjExBklYwCEs58cVOpPsJA4lioAojyIcnrKyRE9/leWnn0Ksr5EmEVIK1vua1T/8MKMP/DJ+aZmNH/y7bD3/buLXvpmT//qfcevP/TjV9/1dVO+mNtJKI8VwaYX8iSeYnNuieMVLWBr0ERfO4Z95Etnr4YfLbV95JCXjosTawPFtvSfbHlP8sx+FqqL/f/2/Uy4to4sKFPSjsGCI8oxBGnPyDa/FJQlb4/B8aSUpq8AjPSkt2gi0k0gBQk6JZUpj2Coc6gV34ZeWEU88Rm57JMfWiVVYbFkfosjirhfjX/hiZCxRUkLNIx0rhZJBoEJ42CkNeVZSFBU7uWX0+rcE0oszp4kfe5iVpx4leeRL6D/6JDHgllewd78YddeLKO68m82bTmKtYzu3CFxQy3COwgSOaOdrR1oDiaz3YcG3IBPWizTOQaQCLUqzjfYS/8UHEatrqFtvbR2eXJq2HzVjlHZ0vSGUg/SJE5gLF1FLS5fV39uUp8qdTWSsSXpRPc7XAAU9B8KCq9dzezkpaAB9882UX3lipvbbdAXYWnP5agOw4OAR8P+TVlr60OaBPwC+chnb3hAmlOb43/k7PPMP/gHV+36G/t/6uzgdehrdICXZuEC5vtYKDDSqGQC2LHEPPTyTegbY+PmfZ3L//Qy+87tI3vlt7BSGIjcIZ5kUYK2rQSwsTGlb55BStjdQSEny9W9k6c1vwj3wBbY++EE23vc+Nj/wAfz/n733jrIsv+p7P790wg2Vunt6Qs90T1IOKIBAIMALTDC2ARsDFiLYBBsDBgzGxo9lr/d45j0nzLNlokGALfADmyCDjQk2+SGBJCQkWZkZaaRJHarqpnPOL70/fuecunW7qrq6u3o0wuy1enX3rbr3nnvuOb/923t/w2IBa2uIL/8q9Cd+EosQmc0afEjCEVpKulva+VSJ2hBboY+E7My0Yu25z8H803/GEz/647hf+SXEW/6Q6ou/gtmZuxKAzAXmCEyEOkrG6xupnfzGN1Fv3UZ+/jxrawMiSU/XeXB1A9uXGTz5GNmiwmqN2NpCCdBZQpQOC4OdQzEeg8lxT3wYOb3M+FnPQq+vo2SaZw4LQ+08m2KAlg2z1t+W6MglZEZTbe/i3/9eCA3ZxgZCaWwIPRO5sZ74htdz++t+CjWZMHnJJ/Dkp/9FxHBEDJGisYnvG1oXqBe/FD8coL7/X3H6B/4lO1/zTTR334HRkvHWOjvbu0ze+Ea2z92PMjkjGXARXAgEZ0noNInJIHiQ3iMzhQwR/YH3Y3avsDizyTjPUVoyrueY7/8+qnf8EfGFL+LJz3slM1MmxbLRFuLLv47bf/h7OP+T30/1t7+NRRzgQmTROJqgaLIxZneH+g/fyuDsKeaXnyS/4wxC6176tGo8TQj9ze58RIrI4oe+j/jBDzL+1m9D3HkXcbdK3QuftLXDzoRmnLP5ko9hfTM5hjUuMF1YHGmjJKVEy2RuQQgoqSiM7EE/3oMPloCmWd9ifiEj/8D7me1+iI3bT5NliTu9aJ225nUyilAqUNlAriRlqVppxjTTlTGmkYfRVA5siCgRKe66E3XuLlTx6SAV8YnH4N3vgnf/T/R73ol50xsYAu70bUyf8XzsM56LO38vNgiElBgj0EhyI/fNUA9r4XaRa0luEnmpf0yCfdc7yF704oQhcRYxGiJb+lFnTNKhxleTgT5zBvvY48CNzy+lsxSDEpHlRGvR1wlmOm50NKRbETeagM3Zs9Tvfe9V5ygBFOk3Sicd15PSvxn4+et8/S3gjdf5nKddRO/I7jnP5itfyZUf+zGGb/hdxCe+AuMjC4b4J56Aey6wiEmsvmvhAriHH8ZbhygHyNYacOfnf57d//yfGX/2Z7P1hX+FyiZVIasFjUt2aHUrdLA5zGjc1V++knIf0nn58fxjPobyYz6G6t3v5tIv/CJ2bZPm0z4bypLGJRCSEHuJ3YVWi7FpkE2NaxQiz6lNgZHJLHxROxrnGWYZ2Zd9Bc3zPwZ+7IfZevU/Rbz809h92SvYLdfQOlAqhdaSwhh2QmRHDXAf/BD5408yu/9+ijOnEHWDfuxRhg99AGc9TTlgdNspTrWgKtsu6oJkkTcsNFoKmtIwHWRQ1RTvfyfxzjsx5+5J7T9IXQgV2Rrl6MpirWe4lrNhJPOHP5AcpPKCnWLIOMA4aysQLSmeeBT12h9Dve/d1Hfew4e/+KuR9z9ADihSxTNvAiCorEMrnUwy7nsm6uv/Lvn3fw+b3/vPEN/4rej77kVEcDqnUhb97ndgfJpLpwN1rIeIVqk5nglFUUiGRickUxQIKcjPnCazAWkU+TvfhvqJ10BdYb70K7j4oo9nZ+bQjcXsXiGgmJ29i8lXfC1r//bVlD/0r5l+5TfSRJ1E/4Onsh6bDdDOsXj8cdzGBtpGstjOI93eKKBLIM3ONuq1ryG++Y1kr3wV2Qs/htolvnty8ArE+QSyjO17nsk0KNZJGuSRpLG9aDxCpJl7qRRKJwGVygYkrSyqgIXwlCKNEq7MLFU01Lffz9nZJXj0UYabG+iybC39Ev/eh4iQImEzSO8lW5WvoAI+BrQWCK/QOqBCSszrpUFrlZyfpETefY7ZbbcjP/lTUMDsg48we8tbKP/n21j/vV9n43d/DV8OmD3juSye/QLEs56LGJbtIt0mXfYq4MOqRt0i7127yQVQH/ogdjpl8MIXJFW32YzBvRdo3J62ehe21UFfrhrVaJQkM5e+t9W41vwyTifkz30ufncX9/gTcKsScGb2taBPMkJd912D6wl99iyz3/1dWCxAXZ3AT3r227/vdfzuxRjjw9f+tb0QQkyv83ieltGppAw+67OZveH3mf/7H+fsC19Avb5J4zTKSMTuFbKN06ndpx3eR9i+gn//w+hTpzCd4stv/Dq7/+7fMXj5y9n6iq9AiCQ7mHiTCiliv/h14I4iS6pOtp3TSJl0aYUUaZffoy33t4r0/Q8w+Bt/i0nloK0wppXFh4TclAAh4OsFqqnJyoLi2c8gG5ZMH34Ed+kiKs9wgwE2Snx0rWCFIH/+83niW/8h+mf+A1u//Sts/s6vsrj3QeqXfDyDl30c5XiMD5HpomLWRIq1dZz31G97O9VwQOFr5nXED4aEYWsNh2BzmNrfVeOTsYBLs/SBEJQmgdyGuWaWaWIcIC4+ib14iYv33c/mnWdZKwzbMbI7T25KWknilcvYDz1MrBv82gbWg6FFtPqIaiqaX/w5wi//N1RRYr/oS5m99BPQvqVACQFSkenYm8J7IYgEQpDJjODuC9Tf+G0U3/sv4V/8XzR/+1uYnzufRgdFxq5bY2duyTLBwnqkTqpgtIuo1hKMZjg0mFzjgye4JPAg8Ax+9qfJf+u/4++4i+zvfjvq3N2EKzPqy1eofKC650HyRx8haxrUM5/N7Mu+muGPfj8bP/79zF/1N/AxQ8ek7yy1IBYltZbMK9eKHafWu2z1qCEhsOX73oP60R8k7u6gv/CvsvE5n9MqtInWdjHQTCdEpQkXnsHmsMTGwLRKc7ROray2yfB+mKv+/4vGYXRS53IhJkqYVixiQMTEJ5ck43q9eTf1mVOYR96PsjXl2johaqRM7edEaQMi7FZp1DFZ1OQmibU0IVn2lVqycAno410kU5EoWhcvkRLjpWkSO9kdb/HI8z4B88KXU3jL+P3vpHzX21h7zztYe8vvE5XCPfBM5AtehHjxSxBnTqNb8RxIc9jVuWsHjDJSsjXI+nPdvOedVADPfE7aAFUWWY5gSeSnC+tCL/jThTAGtblJWFTosjyQcnhUGznM58j19TRz9gFrHzlqSbypECYD5/bNrE8qYl0jlubmxw199mz6x4cfwdz7wImBwq75vsf8vU8A3nsDr7/dPvcdN/Dcp02Y06eZXrxEHK0x+Oq/wfY/+Htc+t7v5fR3fAd1prDlgPjYh4kbp8iUwFrPdDbHvfntWGMwOxUbw4zsXW9n8gM/QP6853HmG76hv/h8iFTW99rAXae/M13ofES3Fw2q1cOtnEdH2Qrcx31+oF0kcf0EEPEhUrlkZxdJBW/hLGEywZUDsuc+wPD0KQZlllyXsiHxrnuYPfk4/sOPkouIWB+DKXu7w1iWPPq5r+Lip3wWp9/2Rso3v57BT/84/Px/QLz4pSxe+LFMLzxA7QWBiBKSbHMTbMMsGzFTSZGIVpSjMKpvf1+Z18wbjw+BTCUEsyB5+jqfjAUiMDMDmnmF/4M3MbnzDsYPPoDOUhIXTY34wEPo7ctsq4JFNkizQu+TLrMWhN/7HeLP/BRxdwf5ik8h/4Iv4tTWBqPKcmlWQZQImTicZaGIBJrtXagb6sEIoxSm5Tqbu+9B//3vwP6Lf4L97n/C4su/FveMZxPbzZNopTiFSPrY41InHeXWpL7MJFmusT7iXcQB4ZEPsvGTryF77BGqT/pUmr/4hYhRQek97vJlXFGye/s9VCpjdMc9nHniIQZmndkLXszuX34V6z/949zxM/+eS1/818lzTWUjWqXWwnaV2ukhJFUn7QTjtrXpnUf/8i+g/+vrCFunab752+H+B3CRXjlNSYGez5CZob73GeTDkqzla88b14N4MpVwEblJAixGJUBVwkwohCCpc0nRej7XhJDsMKVWZDIpwcl8DfH8FyIf/xDmyScYDcfMZZJr9TG1n3dqjxGCnUXNwjpGWpFr8DZgMsWg0OR5BookEtMCoCBV/4VWSX40eBoXyYxK344uefIZL2TjBS9BlBLzx39M8c4/wvzRW+CnX4v/6dfiz91DfMlLGH7GZ8L6+lVz12VglPNhn4/v7h+9FXXubuTmJjEEopS4vCT6/cn3qNBnbqN+97ugLPdRDq81w40xEuZzBs96URIHKvL9anknHCJLo7VYVYjh8ERfO9bXJ8TRhbk9JeDmoYdZe9azTgwUdq04VgKOMb7+Rl48xuiBG3ru0yrO3Y1/9ElEXaNuu43hl3wpsx/+Iaa/9EuUn/FZ6NGA+smL6GqBGY7w3rN430NMZwv8SCOCxf3xexl/779Enbubzb/zLT1pfmEdLiRe4aRKi9ao0L3A+nLrI9eKKiZQTSebqqVCCbGHVl0xboBUQWslmFWAj/j5HDffZTJeIzzruayfPcXGMOt/X5CQiduhwN95jmrrNrJqhr78OOLKZaJQUJSItg0WT5+h/qy/QPOZf571Rz9A8abXY9/wewx+73cp1taZPP8l7L7wZfi7zoGAMsuRwYNP2tcxRKJOVf68Tu5DO7OG3SpJIq4VUDURIVM15GNStZrVjnljsUjiYI3mw48TLl1C3/cAmbdkj30IlRniqVP43SqpMoWUvM2HHyH/zz8Ff/xe9H33M/jmbyHee1+fNEaFIW+t5WJMAPVYV+xc3CasbbFY05jHHsGtbVCIJAuolUDddhv8/e/Afvc/Ze1HXs3sVV/F7MHno0XSJx5kiiLT1NaTK8F4WGBb9PzG0DDIDJcmC57cbVh/0+9w5pd+hmAyPvzKr6Z+zgvRNsLuHGfnhDvvhuEmofIMpUDl6zh1e5IUXVuDV3wK83rO4HX/kdvXxoQv/lKGrS503fgeJY0ALWWaS8eImWyjfuQHUO95F+4lL8N90ZcyWB+jVTKUcD6dl6yeYcqS2e0XUFlO9KndK9vrsWkr4C4yJenABt2srbPInCnHonbszhtEhFGZs/CBUHkGmcQTKY3k7PoAsfUs4tnbqN/1TorGUdlACMlZqCSyqBzTaUOUinlu0OMcnRlEmSG0IJ9NEsJVRBqVIfMiCZoAtfeURrGwAamSq1SMHk+gzJJF3bjI8c9+NuJ5zyX74lcSH3sU+6Y3wVvfTPO6n8P+2q8w+KuvJP/kT12SmV1V02t5vyFS4Knf+U6KT/t0ICUmubWVwFVS9Brdy+dxFYgFoNbXiHG56j1e4gi7u5g7bketJdrX9QpZXG90a1+oa+QJJ+BwoyCs224D6JHQT4URA/wpDel4oTTmWc+iecsfIo0h/9Q/Q/PGP2Dykz/BqRe8AHP7nfjMEC9fhNGI5vJl3KOP4gdrhBjJn3iM4Q/+a+LaBuYbv5VYJL/e7qasGo9UkkwLrE2PjYskhN+BSUJMvzdrksoUgImxB6RIQQ8E6SgHy/QCJQVZvUBMpmRbZ7Bn76DOC0QUjAuz55XrAkZJ1gdJovHJmQehiKdOkZ+/EzmfkT/yIeKTT7IZoShznFJoLRgZTXnmOagXPpfLn/9FhD96C+L3foe13/sN1n/nv1OfvRP7sZ+A+biPIwbB4slLMJ1iqjlyPkPUc2SzIOzusrY7YW06Qc1nyGpBdeEBqk/8VC6/9EUM8qwXPKhdZNYkAY6yHOG8p3j7O6iVxGxuYj3U23NETECXxXTK5q/+IoP/7zeIRYl41V9j9BmfzjA3vRxf54ULrYSjd1Tb2zQ6Jz77eVRZiRIQjaL40CMUozOUmWo9cSXm9Cmm3/rt2H/13Qx//Aexn/9Ktp/5EnIj+spC61S5lYVm7D3yyiXCI5doJlcYPPkkd73vvQzf/25m9z6Dd332FyM2NtgEMrugaiLVfQ/SDMaIhWOrTJrXSkAcnSN+YIZyNZgSPuPPEes5+r/9F/JTm7jP+TwWNqBE2oikjVuyCtRSod/xVuKP/ltEY+HLvhLxsk9koNPmwvlICJ6JsMjphJnIKF/wDM7atBnyMbJR5mTt5nG2sMygT8Kdn27TumR1/taVS23WJiQ6U2E040KwMTQ8tj0jxCQUMWqtEYe5ZqZO0+QvomhqVICFD1S1Y+4jH961XGxZAqM8o5KC9YFhOM6RucI6T940zLavYC9uI7a3ESpVOqoo8HmGaMFVjU9GK94HRAYhC9QhGW5YG3BGkp0+C3/2s5Cf+ecoLz9O/aM/wuyHfpD6t34T89VfA+fv2ZeIbUgCIyG2EqDvfhdYi3nu84BUxelW4a4wSW51XqfulWq7BAclCFkUqMEgJbZjJtHoPXhPds89/WMiz1tJ2XhLKmFhUoKMVXXirx3r61fCgmRcoc6c7hPwUxVP2wQshLgD+EbgZcBLgRHwZ2KMv37M538h8C3As4AG+CPgu2KMv3oDx4JcW0Pfcx73yAdRW1uMvvKr2fn2b2Py/d/Hmf/jOxGbG8grFzHnz7H44/fhhyOElGQ725z+kX9NlJL53/xGzHicUKk20VGa7R0am8T5BkLgQ0TXjiY2GK3TXEiI3uJPRBJUlDTWbUjmC5lSSO+TzKNLSVgrSUGkmU/xzpHfdpr8vmfSZAUaKFvnm2ltyX1K3ruVRRPZGBXMncPaQIhJsalqPGtra5TPGKHvv4/po48jPvhBqumMbHOD3Gg2yjTXMkVO9TEvIX7MS7CTHfiD12N+//fIf+E/wS/8JwBuP+Bcx+EQMRwhiwHVeIP69B0EZTj1vrczfM2/IbzuNPNX/Bncy17OQpZU1rG7aJJHcZCgFHZtE6ngUu1YNAEjIPjAmbe/gdv/688jZlOqj/9k+At/iWxjjcnCkrVORl07snIBHQK2nuMimPvuw5w5g5hZxm1r31+4AJlGPvYhKE6Tm7SRmVQWPR7jv+nv4r/v1Wz+zGvh03eo77wHvX2JbPsy5WQbdeUSXL6E3N3Zdw6UlMi1TZ78s5/L5JM+DWMDIgbK6Q7Ds2eY3XWeYlgSa0cuJbvWYrQg04bhQKEfeAbZu98B5QAtJcVffSWLxZz6dT+HKAaUn/YZaKmT5nUT0NIhvGP8X36W8Ou/ijp/nuJrvx53+iyTyuGtx1dJv1FJQdjdodIZO+fOY5CsDRSZSQm6NCkxbLf63cEmClShU5LvNNK7jePuvKFxaT6cGbUP3VsaxW1rw1bXXOJ9QnNnMo1VwmhAiCV2bqkWDcV4AE1NVgfUwqN6+UnBusxYLw2ND8wcxHzAZCyZZpuML0i0b1DRUi4m1JcuQ23xsxqkQmPoIEMOmSiARkKI1CG1rfsOyJ13kf+9f4D+7d+i/n9/gsf/3rex/nmfx+hzPw9EsvCsXZIm7dYW95a3gFIUz3sugZSkY15QQH+uMiWP1RLVt99O/dBDx07AYXcHc8/dyLLsHxNCoIaDJG95A9XktaJrQXdylCcZN9qChqQL/VGTgIUQnwB8PfAgcIqrKUoxxnj/TRzbM4G/R5o9vxV4+XUc29cBrwZ+EXgNUAJ/HfhlIcRnxhh/5XoOJInIS+K5c4TtbcJsSnZ6i1Nf8zU8+d3fzex1P8/GF3wB7ETC+96XZBJ1Qdzd4dRr/jViMWfna/8O5e23k7VzX2s9cmebuHEKobPU4/QeHRMvtvapKlYEiAHfghZ0iISWF6yVpFlYYhB4o1jUCWxRGoWPEtVWxOW5OzF33MEUzWJao30L9MqSGIPzkVzD5UmNi5EAPP7YNos6MB5kFMYwMAofIZOS4VBjnSacuZ0rxTryyScIH/4AYVhQZKcYGJWAY62Grhqv07zi0/Cv+HT0k49j3/ZWrFDE8QgxXEOsjRlsrlOsr2FD4lbOq+T8s1tZJIJd/UXc9v63Mfy930T/3E9jfuFnWXvBi/Ev/WTC5u2JciQlw0IhFTgghogikj36CFv/+acoPvjHNPfcS/U1fxtxz70I0oaj0AoXK4btPK5pHGI6IzpLfecdmHN3U0tNbGfSISbZRiFhfP48g1FG+OAjxNNbBCnbGX2gGA6Y/M1vwP/oD7H5q7/QX09RKcTWKcLmKeJznw+nz9CsbzIfblDcdZZ6sM7MBRrvMRHWvEMvFhQP3oe46xzSQ+3ThqzxjhA9O3NPuW7QQpFvbWDuuhMuXyTfTDrD+sv+Gn46JfzUT1CXA/KXf1I7rohkF59g8O9+CPnIByg/87MY/9VX4nU7pyPxdmsHWkTMfMLUDLh8+3kWTST3FWFg2Brk1G2LdbuyPYhFCs3lacPGwPTt/canhOJcICLaeX7CTlxuE7QS6f9CCtbKjEuTmmmTwFV14xm1FL3tyjKrHbu1QwjHOJesFTlyUyb7SsBHwR1rGevDnMe2FwAJxW00pXdJjnNrEyMFqDvYfI7i0sVdhtu7xHe/m2gdRZlTu7QJJVOUgG59jgdZazISYovIluSf8qmMP+6lzF/779n5j/+R2e/8DuO//pXEB57VJ9+OO2zf8TbMgw8yHI/YncxxJgOTYX1gWjtGh1S8B4Xa2IBwvLlxtBaUIrvrrqt+Jkcj3OUrcCsScFcB1ydfAV9vC9r51I3ABbLz55n++m+c+DEdFTeUgIUQX0ZKbBZ4N3C1DtrNxxuB0zHGS0KIzwN+9jqe+/XA7wN/IbZDESHEjwGPAa8CrisBQ6fWInHPfRbNm99MRkS8/OXMX/96tn/6pylf/GIGd97J7NI2a7edwswr5t/7g8QnH6f+W9+EvnAfuVK4EJgvHPlswuDB+1Fn78QtbP8+qQWa5re1Ev2MTPjQI5kzWhcjki7t8tYnAiLXDAfZVTdt4QJGS5KeUHrSqNCURtFYj2tbTt57FnUS5lgXaZZUueR3KmQ6F9PoyDPF+rCgLu/Cb23gH3o/2x96DO64jXFHG3IBH1Jb2/rA9NQZ5p/wqUQfCTGwXmpyYyhznfjGJNpRJhSbwz1gWaYV4aUvZfGxH0/98MPk/99vMHzzG7jzTW/g9J13s/OyV+Bf9HG4qLA2yVGGyZSNX3kdm2/8XcJgxM4XfCnu4z6eQZGDgFntIUasENCk6kp7S5zNcOMN5AMPMlhbYwFMZzWVTTaG1iUKkkpu83Dn3ZRK4j74AeTmFqPCICoLQqCzjN1XfRXhE15BNBn1+gZ6c4tT44LGBmbOE5wnCpm4qUWGqxy+aSAK5HyOlBH9vOdT3HGGqgl474kxsHBpga5aj9gr84pMRYSEjTvuRl26RLWoiNoAgtmrvgozmaD+3WuoygHlc17A6A9fj/np1yK0Rn/9NzH6hI9HK4FvE+i4lZaMRNTONnG8zuzOC1gHjXMgwC08hfasFQYiffLtuPDzxlGYPcMH6wK19TQ+YJRAoJjXNZPKoqTAt5JXW6OMItM8vj1nu9ozg8iUQDaCplXq6sQpkoKqYpiFND8lAb1GheSOjSHWpU1rFkJPB1sfZJwaGEaDLDEKWmCWKHLCxibh/gfJ3vZHhEFBRBFDwAiNMRJJqkaHbdXu2mPRrRdxU44Y/M2vo/zkT2H7h/8tV/7x/0n+ik+m/PwvJA7TTD1OJ8QPPEzxBV+A84HF7oRw2x0JwOXdgZSjo0IOh0hjkqKVPnp595Nd8mc840ATBzkeEx9/4ljveb2xVwGfbAKOzoH3x25Bd6C4GALRBbjrbvylS/jpFDUaneixHRY3WgH/b8C7gE+PMX74BI+njxjj5Caevga8Ly4jEhIie9H+uaHItCRbH2Oe8yyqd7wDdeo0W1/1VVTveAcXX/1qNr/z/4RTp4jeY3/we+F976H82q8jPus5yHbeE62l2t6FZz2T8V13s1VoEMmk3bc79uUvZd4kAr5vdS67DyRbw2+Vi+TDuwSbl/LgNlWmJRuDbB+pv/PUnc4bap+8YhfWg4+4CLuzhpDEnxCLSD3qXJySNKHuACLFkPqBZ6OuPMHs8Q8z3lqnLAtGLap3YR2XpsmtKLYVeKYTgrg0iUc5KpI8ofWBKALDLKfUMW0MAE+ah2f33EN915ew+5mfy+DNv8/4Db/JmZ/9CcIv/RyTF72M6mWvoHj/e1j75dehqjkXX/pJTD79z5Otr3F2kDMqNJenNY3zScLQWaJ3uO0dRmsjxH0PEsbrCClQPjCvPVcWDd4FKtcQReT2kURrhQgBpTT+rrvTgv+BDyC3thgWhtAedyBQPfM5zK1nXjuKJiBmlmHeGgE0Aa0jQ6OprGOQSQiKuDuBM5tU99xLlhc9RU0Q2KlqPnSlIcSAUiJJeTY1pZFMm0gcZ5y5/wF41/9kNlhL1xGSyav+Jps/+N3oH/4+xLOei/6jP4QHn4n56q9FbG2l62dl7qelIJtMEJubVBfuxy8CEc9QJx9mKUEoOL1WEGKkCd21lShNzkca52m82hOoCXsz0cZ5GutpPKxpiQwRaZJ0o5aCy7XDh8SLz1TiyrtoyVUyPgkxkinRbiuTecbARHJj2CwzJrXl4qymaOUsx2VGoZPSW6YV64MWENkkUxCjNFopfLTo0Rh3/gLiAw/DcB1a1a5cJV3zTKeNRe08lWvHHTH9PyJYKyL5s5/L1j/5p9Sv+3l2fu7nEG9+E/kXvxL1ia8gvOdd2BgpXvBCaheoq4Y4GCV9bSUPpBwdFUII1NmzuMce70FVB0WoKmRZYlrw0WrIokhduVsQXcI/aTGO7vWOk4APUgsT59IcvHnoYcrnPfdEj+2wuNEEfB74u7cq+Z5A/AbwhUKIbwD+M1CQ5sEC+Dc3++L6zBnMHXfgnryI2tjg1Nd+LU9813ex+1M/hfkrX8ziNT+Me+MfYL7ky6he8FJcqwhUzybIekG8/5nIja2+xbQ1zGhcYN446lZFa9ak2WbjUjtTCcF6mUAoHRijaOeWw2y/lupacbgt2ShPovCuFSMYFZors4YAeJ8Wz0xLvILMuhYwkvivo4EmU5Jp1W4KQuzBYU3b9rKbt9EMh8QPfZB8Nqc8vdk67aRjDp6kPCWS7aISyY1oY5D0ohfW91zgJL8HuU7azbUPEFNymNaWkBdMP/4VuFd8CuXD70P/9q+z9vrfZP13/wcA83vu45HP/Etw1z3kWjHOFMNCU2hFbiTGSbAWO53hbWR+593ou+4iL7MWZR5ZOJs8aoOniREXPEIq5q2/sY1QNS755N5znhgj/pEPIrdOoaVkkCcwS21rpIBxoclb6s2s1ZyNQOMiEkcMgbKeMzIK8eCD2DNn2d2t8d6CTTZ989qxM224OG2QeLRO/rwhRq7MLJmJlLlkMB5Tbp1m9qHHqPIhRgnMeMjuV/1tNr73n6Pe9hbc53we4TP/PDFTjKQkbzdVvTZwCKidHcbn7iCcv4CrA2G+QBAxRqFkmk2WWlFmqreR7FC7aWOZ2vbz2vW6uoNMszNPmt22peCVWjAsNLG1E+zmnePMsFPVyWzDRxrvMEGgkAiS81CuJdZHntiesDtL3GatGqa1Y1xklEImTIYIlEYxyJPgi2gr9u3K4tvNFsJRGI2SEisFg3N34abbqPkCyuT+VWaKodB73r8BBBGlFN6Hts0c+26wV4bxF34Rw0/6JJ78/u+n+rc/iP6d30bkOaIsGTzjQS7OaioPMSuh8WT6xjx4zdYW7pGjebxhNqV8wQsONa6XeY5YHSqeUHQt4pOugDtxj+O0oA9SBVMtEK15+KGrEvCyFOjTwY7wEeDWYtVvLr4JuA34V+0fgMdJIK4/OugJQogNYGPl4XOH/C75vffit7cJVcXgxS9m8Gmfxvy//CLNE08Sfv/18Nl/gdknfCqq3elntmK6WFDd9wwG62s0PrI7b1gbZEsek5oYU6stU8lsXJqYjLlFcmgxeo+CoJWg8WmR6zSWO+R0B3ZZjU5oHOg3AGWm2BoXLLyDWfLobaxnnGXkRiMVbBQZp8cF89ohVXovILUS21VGIWispZYl+hnPhicfZfbQhxie2UQqw6xKwhqt7gMSgRTp85SZpnF70nzjwjBZNCymC2xTofMMmeU0oU3mQpJnoqddhfufweVz9yM+Z4fRH/4+09E6lx98PloJBrmi1JpRW5UioPCWwWxChcTecQ473qQoc4ZlljR4Y5KI1Aom0QGSjEATJdZ5IFWvjQzJHlAI5tYzOH8hfYAPf4jszGmmtSe236dA9Ddwmqum9vGiCZjgwFcoKalvux197hzZeMCjl2c8sdMwLiWVSij4ykYcAikhhkTZkjL59ColQKRzW1uPuP0c/uEPYWlwWYZRgXxtzPwb/z6Dek527tyexvCShV5pNBaH3dkmv+88wwfuY1Z7hGyYNzU788SRBVgzyfHJ+cioUKwPM+a1o7KegVE9ihpSsotZ6saUuSYiaFTyCAYotepnyd13a4yksIqF9cxsIJOCM5sla2WW5s0+3SM7i4qLU9du1KBuArtzMEJxapi3alWpnSuAtcLgfeTSrCaGSCBtKHcWNZm2nB6WCJKncf6sZxDf+lZEKRjkBiFgY2D6jaVsud02hD1fbyVZzm8hRrK77+bO7/xOdn71V9l57WuJsxnlx34sHkFYVITxGE9qnzcuYmQr1HHI/XxQyNEIpCSGcGCC9dMpanMrzYsPiVtJReor4BMGYfUWh8c49oOUrfS5uwGuAmJN6/0dxsZ/5BPw9wNfIoT4ly3X9+kWM+CdpNn0fwHGJCnN1wkhXhFjfP8Bz/km4B8d9w1EllE8+9nM3/xmhDEMX/kq5m95K+H3X4/8pE8h/MW/xKJKsy8xneEQ1A8+F2syahtRMiE/I/S76GVrriQALjA6KQfNW/GL9Hg6hnmTaDPO7SXUYaZZNK2wgN8vIH6YyTStUMJdGyNKVaXqeJjs6qrGMyxNbyXY+MCgnS0NM00YRoxMCXXaOLYryGSk9gLuOEco18g+/MeIMCfTGcNckmmFEqkKLJdmaFIImkWFX8wJLlDXDj8cwZ3naHYnmMk2ZYRKKdaKAmMMhUmvd2m2QNcR1jd44mWfwu7CIUIgzzIGuWoN2GvCdoUTAbGxweD5z0cPhkgb+yo9azcWQkCZS0qtk063dwxyBVJgvaTIJSEE5pWlGGVsDLIEaAuR8r77yArNzvsfphmuJWGNkPjEUgl8DNQu+TbbpqaY7FKrjOb83dj1U4yHGVMklx/b5cnJgoAgcxneB7YXrt2wSDZKzZUZDHOR5sBKoNsZvRACqQTonPFzno15x9upixznI3WMZIMh5sxWr/MtRRK76CJai9jZZvysZ5LddRfT2rG9aLA+sJbnTBYzrHdslDlbw7wdR7S4gjx1SuaNozGqn//3NJos8Yg7lawQU0W8sB4JZBqIaeNklCQTgtvWS7bnDbpxDEzaMGZKtpiGtAmtm0Ad09y3sZ5Oz2vWNNhQYFoA5GRhU6UNzBeWncpinefStObyrKJxsF4alFSsl1lS28rG6Gc+E/3Qe2nynNqmzatRElqUdogK7RO9SrSz4OWFvufZS8nGZ3wG44/7OHZ+/ucZvOxlTBuHmy/I77mPBe21IpMKmw/xKne1I9cmrdFbW/jJ9Cqhixgjsa7Jn/e8IylGQilEUaTr4IAZ8c1EV6GeNAjrelrQy12eLrLxEH327D5bwm7NbPyKPOvKOnqjcVw3pE9eeegPgL8MvEEI8W+APwauSsQxxt+86SO8sfiPQBVj/PzuASHEzwPvAb4T+JIDnvM9wI+uPHYO+K3VX+zbEYMR+b33Uj/0EGZtg/IbvpnmD9+E/KzPoXYRESN+Zxc9KHH3PogSKgGuROI+AmzP4PS4gPYa76y5lBRpltsBV3RKzEru3TSL2vWtPutTe9Soq92Yup3zYWLsWgk63cvxIMO60IO/iixcNbcLMSbpPpVE5Y0qkluOjQxMmklKKZhXnpgP0A8+D/XIw/ChR9GDEZmRDLRGCigUMJvhvKWyngZNvXmWqhwyU4aiyAlK0mydpY6ODdcw3LnC4vEnGPqKMmY4WaKFQiiL96kboKQkikguBbuXZ+hqThjmVGfvJJw+jSwKikyDCCiZwGdrZYZRe/KeZZ6AVlutzrRCoE1ScnLeM7eRzAimjWfn8W2GWcZa6wltz56DhSN/5BH0xgYhRi7Pa3Dp/PnpnCI2jIcjLp19FgxHVEZRGI0NgsqnuWeuFbpt8859wKgk9q+UojCBOzYV1ka0AmMUw9xQGMVto4xBphFSwJ23o69cQl7eZmFKykwzaOftkF5PL4m+hLomzGYUz30u5swZGhcS0nhucTEwmVXM6oiWMBEOLSW3rRdpMWuv49WOTidqD/urj+7aKrRi6BOYrBOgScIfgWytwLY/G9kEzOuu5UiaUcdIX5FrkawJc5VckzIlmMwtZpQ2BVJGcq+omoa581gbuDSrmVSOedN2j5TE2oAcQK4UIkbM7Wex25eJOzvozY3+GBaNJ2h6DnnWArmioAeeHSQFqTY22PryL0+0oxa0V2yuo7MsKb9JwbClTi3fc8ephPVtt2EvXrxK6CLs7mDuvAM1urYAhhqN8LuTk0/A5tbQkK6nBQ17DlDeAy1HPTt/nuahvQQcYrwKY2O1JB6yll5vHLcC/nX28D9ddHfRvz3kZ5Fe9+apCyHEfcBnkWhHfcQYLwshfhv4xIOeF2PcJgG1ll/rqt9bbUfoM7ejrlwhTGcM7r+X7MJ5ahfIo0M3U+zaOvH+BwlRIBpHkSnkUltIKHFVYuy4f1KK/r2GmSZmMOjmbNbvU8cJMTKvA5lqGLcG9d3jXRwl0j7KFY1K87ROElMKwaaW/Yaje7+qrbC7eR6K5MlbmiS5SJJerJwniIghR91zH3K8gXn3u8EuEFol8ZFhQX73HcS1DeqgEUqjfGQ2WfDkpGLsajxp9ieIuGHJxt1rZHefR7uaMNlm8vAjNJNFeh4aKyVGBAauJp8tcCbn4h0XuP3uM+hWBGXhPAGHdemzjnNBqSWD0rRKSOkz1jZVqmfHJcSEDK+9gyAYlIl6cmlSsV15tsqkayxbkQl3xzlwjvoDjyDWNjAI3O420juGm1uE2x9geGqLu4BJ5cm0YFonsFqMLVVMyoQ+F2kuWmjDeqlYNJHaRTIpELmgyCTWRXIlGRQ6HYOWPY6meOAB1JvfTFEqhmWeNgE+oJSkdqH3aA6LBco1DF7w/L5FGWLkicmCKzNL0zge260RMjLOM2LtaXzFwLTXpfM9BuGgDd+yru6qEftBLj9SJG9ts6QM17Ro41njEBGCTO32PEs84t1ZjZCSqkmo9RAFO4sGHzybgwwlk5RmCJEYQIhI3QIDtZKUWlJkmoFJAiCDLMl1IiDefYFw5S3MZxV6POjFWyYL249VBoUizxSDVkntWlKQIUZUDOg8JxQFRiQDFKPSZ10+R0oKTo+O0WJdW2OVGRq9hxD3iW4c+RrjMe7S5WP97vXE06EC7kIriSIS22syu3CByS//cv9z5+OBXUMXntoE/NdO5N2emmhVtQ9M/oab4D4f1MJ1Acx9D6De8mZUcKA0znvU7g7lnXeSP/gAO5XD+EBjYFIFggsoI1uNW9XPZFfjKKPqTjCii9p55tZRWImSe2CXfdXGUou7PyHta1bW73mNrmx4szYJZ0rilmTxunne1jBjWrn+fp/VloX1jPIMoyKx+8HWKYYf+2LkkxcRwwGDUxtsnlonN4pHtxdcmlRon6p46yKzyhNC69gn9oA+Wio2BoZ5rbHFgGZ8hsXlXbLphI2LjzPb2aG2kXjbHcxuu41dMkQMWKmR7by6k2LMW5EIKWWPti7aBLzTikksrEeJSONgbh3e+6Rj3M0aXXczJlrMziwZzLsInLqTZrvCf+gDNEIST99Gfeo2QlYmHe/ac2qQcftGxs684Ylpg7We2icLPSnSKCJxYyV3bBacXRvw5KRCqZRwrYssPKwPFet5lpx/EJSZTgBAH5BFQfng/cR3vJPGnEKKxL2dW0ehJCFKZpcvoYCtl74IihHz3SopjtnAbNFuSHxSrCLAqTyglEq8bevR7ZhkWlmMTB2UdFb2No7L13B3fXfXcnZAkuqu2Q65r3V6XSXTzLVrb2slMSFwbrPkslY8tjslSs36MKdxgRgS8FAJKPKUAKSIgMAYydlRzu5CUurUyg9EgkgbgNRxEOwsLFccVKfuYv2D72FHKpRJoKv02m2160SvSteNNI4KKQRxMWd451liYaith1YTfnW9CeFwfMe+18wy1Hic0M6tQX3Y3SG7cOHYQhVyMCDGk2m1LsetqoCvZwbcPydGwu5Ov9nMzp/Hb2/jd3ZQ6+tpRHOAFGgjDy5mrjeOqwX9YyfybrcghBD3A8QY39c+9F4S0fWLSNV593vngFeQqvkbikP9NIuC/JnPJL797cS1DeJkF33hPMV992JDxOgkOr+ucxo/Z+o9InjqqJg1ls2Q9YT71TjsRpMimTB0KMsYYahVP8ezLgGEymz/Dbua1Buf2otdHDRn6hDa1od9JtXdPA8Sn3jWJPk/rSTaJyTumVHBzrxJIvxaolXGvBgwLDRlppk3ng9vL5jXlp2WDx1bdPWwUGRC9v65gyKBtQB2Fw0hCjKdAGHz8Yh6MGBw112YnQkzFxgWeaLDBJhYhyD2ABkp93ipfeu1FVKorMf6VMmLmJLcZN4QZWSQKXwQXJxaRAxIBKVJACujFfPG09jAouW+IiTNbXdRqYJyfQxZxmRuUdYzyDUuBKbWUZBm+jImkY0YItIkP+S1oeHUoGCtMAxyzbSyEOHcxhAlJdvzGtF41oqk9hRac4sQY/99VdZTb2xRj9YQuxN8MaDbGuVSUl+6gjUZ9r5n8sR2jdixCRDmkxBMSP7xdNDYXEmETpWeD6G3trQdr9KA8aGnuR2GHm3aawkSKnxa7yVroJdHbUHpCJE2jVqK/nl7YxdNadLYIdOBysJu7ZKph/dIK3E+cLtUrc63QMrIQJu0CVOS3WmDEwnHoGXi/WpteoCVQGBOn0LYOe7i41TjDbRM6mXL94v1Yd9M/VrhG0ccrxPa6soYlZD/TdjDiLRdgGv5+nahbz9L8773QVEQmgahDeaOO459TCK7VX7Ae2YMJxldQhdZlqr9a0R0Dr99BXPuHPmFCwBkF84DCYhVvuAFSCGuWvOMksxOCCL+tJWiBBBCfEf7z2e3f3+pEOKTgO0Y46vbx36t/fsCQIzxSSHEjwBfJYT4NeBnSLzgv0WiI/3fN3o8R7VwzZkz+DvvxD7yCJvPfSbNmduxLsk4QotqVolSQUxuN1mW0Llw9bz2qOiQzKVWicYRQlLjGameplQ7n6q3QwBZsLdQLMfqcXQt98YH5rXrZ8Or87yuQhZ54m4WLZ0lVT+a7coi2iqkcY6mEX31srOwrWNOEleoWiGNcW4YZpJFE1g4aGzgicmCodEURmIDCJJWbmkURkqMFmydXqeoUktQq4TAHVQJfW2MwNlU5RiVaCjdLFTKJLXYdTp0ax5Qu0BDqkh1u9BmIjKvk5pSnknWTeyT06y2pHGowBDwRLKtLbQWzGpP4yNDLdukJbA20tiaygbKXKdkI2CcawaZ4o71krtPj5jVjid2FsycIwQYGE2hJLevD5hUCSQ2aMFy04XF6LRzn1SWxrbo3Av3Ur3pjSANQaZZ+fTJi6i1dRZ338/Ewe7CQgwMckWRa+om0Xo28pyR1mgBjYNhltyrMgOjfK/t3OEUauv36GcHJI3VjlI3a3Nep8TskmPQrFUrG3bz9RY4uByDXGPnDS6A0orRoGCxu0CEtJmJQdB4D3mSg8xUGvEMM8X6IGPWOAaZZpxrbEgVc2EUdQhcnlT4CLUNuBgTF/jcOQazbfA1WTbYR1PpdNWP4yG7sOkzKyFwZUnlPOPC9N2AqnEQJcPCXLVhvFbotTWakPy/7fY2+bOfc01xjuWQeXaVvOFJhBACkeeEk25BN3st6DifH/m7YbEgLBYUz342prMiJFXAsJeAuw4M0K95J2lPeFwQ1suBd8UYL13PiwshFEnL+Y9uUFjjO1f+3811HyZJTR4WXwu8BfhK9hLuG4BXxRh/5waOAzi8hdt9Gfl992Fuuw21sUEGPZhKtYIX09om3qtW6Cyhd83SDPg4O9vlRWuQa4xO3qpCCgZZ1/ILxE7ovY0usS7PlCrnCT72rcIuuuNYfq9MSWzbiqZxfbt6FeC1Oqvr2oYjo8iM6ivXndphI/iQNghSCtZKw6L2aJG8dotMo4RkUlVMK49SsFN5NsrAHRs5mVKtaHxIRghKtCYUgq1W2aiyyeZuvTRkMil5bc8sNjiqOvRynZlO52+Q6zTvWwopBFokzumstuwuLHPrEUQGAkzLp3YerHNEI5I8aAgIIagrj42B4VpBphICvsgShzYCLgZyIxkJiRSOYZYRo8Bowe3jgrtPj9JseFKxcIHgRbLLkwHtJRt5GjXoFqjX+EQ/2VnYBPCJgAgIJDORMTlzF4MPfxA3XsdMLsHtt2Mv3MfCw25dMakdRkgm1rNuA1mWlNhq69lYLylLw3zRUGRpfKKUwoaAUQolUidhYhsKYzCduMwBDj7L1/u+69J6prWlcRHrPAuXrAY3Y0r6g1Y1DbF3LyaEfmrXpyo8tb6tDyycp3aBQgmaAE3jyUYiuR21Vp2FVmkkMVZ4H7k8r9ipGkJ7/kS7WQktzShkCv3MZ6Pf9lbqLMeHVCFrKXCtyMzq3LczVelmwr0YRF0j1tdQJkO17fh5RxeUktpHstYk5XoWfzEYUAmNu7yNyAcwWice0mk78PnGILS5Jb69Is9vGQ1J5DkckYD9zjbCGAYvftFVilfm7rtBiH1ArINGgRdP6JiPux36LeBLgZ+4ztffaJ/7Z4H/fp3PJcZ4zQ1YjPHCAY85UoI+KknfUBw1lxVa7+PWLYOpdmZNW8mFfpds2srL+0hFmn2uzl9XYzVJdwnPLz0e2h2+WVkAKruntgUpsVTe963C5ccPeq9hprniEhWlawV3rfPVXfkg19A4VFsNZFla6ITopDDT60dSMpFCk2sNUWBMSO3WTLM9rSlyyRlpEFLSWI9p55dCxlbmMAFelBScHhcURjGtHbXzqFZXWLV+w49cmdGEiPMiVTo+cnY8ZH2Y9QmiCr5HEXYxKhWzhefSpGa3SlKQp9ZKTq+XSJFEGFxIhgJ4yeVJzbS2FFpThUBBwOLZGBkEkSYm1TFBuglFadBGsjbIiCHN9DeHmnGZUVnPrLb9xkArgQ2iddRJbfP1YQYRJtH2NLGducW51ldXKHbnDZPaMl07hXjyIubKJfy5c9jzF6hcaFu1EIXAxdRym9aOMXB6vWBcGEqTktbQtDaGbft31iZ7rSS7zrKoA1qmpGxa3u3q7HL5mlm+1nwINC4mAExLE6lbxSyjBMYHhkIzyhXT6HBhj7aX7ok0txtnGXXmWPgkTiOQCbwYInPnKWH/dd/OlSd1wxM7dQJmhZTJMyMY5joJbIhI7SV2OGDzGfcR3v1+wniNQqh+E6LEHpoe9nsBQzJL6Ry34mKBuuPOhFiH1vIx/e6gpXFJlTbxx02e0I4DTp0hvu+9mJd+LELK6+q0QQJihcUCsWTWcBJxKyrgrgUts+xqSg4JhOavXEHfdobigQcOREvLPMfcccdVXOBbZU943G9TAKeEEMeDz+3FFlebNHzUx/V+GZlKSNaxEmkOGSJ18Nie0J2qk2Xx9eVo3B5Q5bD20zLytGvtHhVddRqB6cIilWiVm3Qv5LH6Xo1Ps7hBy9+E/S3r5e7AvE6CCItWfjG0etDItIu37evnWqKgB/JYHxiaxL8EWBtmXJrVWJHccBwCGVM1UUhNpgRGQJEnLmlhVH+cSiRRitC2QT98ecbjkyq1wmPsBR+GhWVznPdJu6smfYsOFkRKpZgIAUFQGoEL7QaksmQtEXpuHbZKyaD2tt2ACRZVoFaSpoHHFzU+QvSOD+0mtLNRkmJm2Rga7jk1IDOKca4gRp7YnSdOr5DMXQOxtTFsNxyDTDEuDKNcU1nfC6RMa0sMSYfbxVQR7tSWee1xEeyFexnFmuFddxEllNFjZonPWjaCSR2wIdHcREvrggQqmlUuVclaMjAgIgxLQ2V9Mi2JEdUqcxklezvCg9D+3TXTXWtZu5lMo4pAotnuv547qdVVUZmFdRgpE95ACQojOb2WU+RJcKNxkfXW5nCgFaoF13Tt3kxJKueZNQkEZ10gxoiWklllGWjFXVuDJGEak2Xl7vptNMVjhNkChgM0EakUC+sSLzgEjJRXyR4uGp9a8yHhDOR4nFgBK5tpo/fOXzcqOa4qU4gReeoUyrkWFb33+HFDjUf4nR044QQsb0UF3ByOgg51TZjskt9/P+bcuQMZLt151fecp3nooRM9tsPiembA39P+ud64NYKiH0XRaQJXraB8ksRLMowdorNLaClZxb69O60d2/NmXytYa7kPMXpVW8pcTZcy7XNmtdvHa7s8bZAqMNSGnWBZ1A6xVvTP6ZJl9zkOqqy7G7ozaVhYx6ydPT8xmSeaiw2MSkVAsDlIVWrRVlN3bQ6YVQ5BgylN30qHNEesfKL/AMQYaEI75/ZpliuVSq3x6JKY/xI4BwJX5jVaKnZqy+Vpg3OezKQWoZQSGzwfvpLkFbVKkoZSJt6vURIfPDuVZV55FjGmm0YKntit2NVwdq0A0vy6cQHvIo2NFAZCDO2sUeN9chUS7EkVXplbBkZzOVhq7yizRHlqgufKzCEFVC3Pd5gbfHCYFkQ0yjVbo7zfsHVt/2llqWxg0Xjm1mNUxPo0J48hgZyKrKDIDQhBJkBKg8vBLRxZmVFkgYVVjArNwCgECSTWOE+XS6wLWJnOcYiR3CicC7hAT9Oond8ntLIaXUepbK8tgJ15k8RLYsR5yFXyrF4fGDKtWCvMVfPj3Cge2160bX/ZV8vrgwIjHdY6Ypmu57Uio8xVv+AuxzDTqdKf1wQvkN14SRiUUrjggYSKntfpXGT33o9621vxNmfqAoMsolXaQLquil6KjrqUaYl3HpDkgyS43nUyLs/a5BTTqEgKwVBoLs+afpOY7md6CdDVZCyFQI5GSRlr5fHjhhwOIZys1pLzAbIMv3hqaEh+MoEYKF/4QvTm5oHP3bdenrub+r/911vmh7wcx03A//tNvs9BylP/y8S88WzPW01h0ryxNCnxribfpiXzp/Zf2tl3F4bzgcZ6Rq0yVbd4HETfOKxVPq333Grmrb1eEp5Psoaz4Bm0gBTrAsNW1ahDo9bBsz1rKHLVLwLdDd1VJIvGM28ck6pme+YT59ZHlBb4KNCi5uz6AB8ii9olFSEi64P9LaGmnb+tFwbvGxbWEyJslZJxrvEBtFT7zo1SexQQaKUyXWQRLURBbQMX55ZhZhkVBaMsqQ7tLGoGRrVaw620phSE4HEepk3SFSamKnzeWJ7YrVgrDC4kK8PMaKSUSBXYrpLT0VahCQGq2iMUSCGBlLQESenIBd/LiF6ZOabVJAFzlE7t6pAqwVwng3khYJQpzoyL/UpnPpnSX5m19KnGkRuJQiJVJMsz1sqU1Dqhi0wLAgkclmnNsEwUJucDW8OcyibakXWu1fAOjPMciLgWrQ5ppinaY+hawAnhTI+eP6xa6x4vjGJaJZets2tJ2GNSW2KArdIwyk2/2Vyl4S0ahyclq7mzOBsYFoZB9GgtqZ1Mi2kQ+OiJUe27dmFvkzouDZujHIFd0lfX6PY4B5kmhsAVZ1O7vijR91ygevd7cBsbGCOTHrbzDDK973q0PoGiIHVojGvwZ073M/Ju061Eoj118rMbheGJSbVv07Hbtrgbr9vzvb9FfS3MynHipCUpF9bR2EDMcuxicSj740ZiGQUNLcVo+wpyPKZ41rN6OtZqrG7m9D33ECcTqicvUd52+kSO7bA4Lg3pZhPwn/g4rC3UtBSKZUnWxkW0DCipUtuubRl3C3+3KNTO9zfrwjqalm8aK4cPkXHbdj5Mpu6gG22QKZzX+BDxIWDbuadb4vtZF5LnIam6LYzi8d2KeeN4crdiWlmGpea2cQm57sU6uotYiLTzvzK1yS6vLZkmc8F6azGnpWB7VrPwafaolUTENMtcRs4aLdlslagmtU063FqhWqWheePwMUBopftqh18BljmfPqsLHq0EuRbEdsehVZIVlEIwqTw+JvRwQrIKdmY1LiShsNon1PjISKoouWu9oMw0mU4tWy3TBiFRmASjTKOUYl43jIxA5ck+IPF0FUo6IKKVIkZY1J5SOyoLMUhcbMhMan8OM808CxQ6oLViWJh9I4vGJZT6onG9GlhS0Uoaz0T6StT6QAyRIlOESN/yrW1qiw6NwkdFjAEXBEYKvHfUNnBpt+KSdAxzRaZVMmVQSU50ukRnKzNFSfKFLkxKdh3XvOOVH3S/6FZnvNBplDAuNd5HRoVGy0Q/6sxAuvZx49M83UhJJQS28VQ2oqTj8cuOtVHOIFfMqoYGibaG2tYMM8XZtrW6DCgc5prNMsO3qmWZlpwe51TWE0MSbplYj6X1nA7gz9yGuHiRcrFADtLcnhAI1qILAyFQ102yknQBHSMik0QXKB443eNFuvvI6CTEoUTCkERgtrAIKXu1tlnjGWR7IM6D5rtHYVaOEyLPT8wUadmBSGQZsa6veyZ9VMRlJawQ8Jcukt19N9mFC0eCyFa7IOruNGmtH37o6ZGA/zSOjoPEurtk2H2548IQQvp/dyP7EJEk+kUHyBDtzNKSkkKMaV40rX1ftfgYqWygMOHAWexR0VkQGkVbZadKQgtJ04KjzNJrSJEWvJ25ZXdeJyk/lSqmKndsDLKrWnmZVsT2+GULZ8q1TB69MTLIDJOq4Urn8Rodo0KxqD02xJ732C3szjVIKVkv814vuNe+IJlaFMYgY+DxiSN6z5nxgI1hTm7SsezWlnntmNauRX6rXmZulGvWSsP2vGZ74RhmqTWtRAID1S6hpUulEuBKCTaHikFeJIQskZltko+xSUm2LDSnSoPWEqUEWiZk9sx6SiXJpOTywpJplehHRuBjcoNKaNt2/ip1muHGRMPtRP99TKIflfV9m3J7bplaTx0iUgRyqRAhkilF3tr1GZ0sKSMgBUwrR1NbrI1I0vy0dp71Qc60ThaVtvbMm0BwkUvWk5tI8IFRFrgSk4ykDxEtkwRkkaneQavT2O6cn3xIreVhtly5y31t9P466jo7mn5js71wzGuPkul3rZa9bGuMyS1LS4lQiYs9jYCU2LbTYXS6HqWAWePZXSRbyMbv58pnatCL5OTtBqKjeDXOUxiDlordhW05+TB85oOo//k23JUrPZgtDAsqKdFFjhoM8UIhlWa0NgQlsUjq0Zi8lfHs7iMfYk+Dg0Tfk1L01LUOkLdKdzpovnszyU0Yg1DyRJDQy8e2TBW6npn0URGbOrlLieTnnN9/P+bMmWs+7yr7zXsSFcl94APwsS89kWM7LP40Ad9kHGZw0CXDZXCJbhOX8xGZiZ5Ta32iK1XWEyP7lIGkTPzFTjvaBEGuU3m6bMwAx7uQl9tSwzwJYbjg03zQJlefbgbbtauemFRMFg07VXLvyRTkRmPbJLC6CGRKMi4yZqVjlAt2FqlqyIxkLU8o4KrZO2c+RrZnyYw9U6li69rbkDR+Bz4yrxKNSwjBxWmFlhEhFHMbmTU1VeOpnKPxsFMF7g6B28Yl62XGtPLJhSlGxqVGRUEmBc5HCiOJgtSCNYFMSvJcUTeC3ECRJYCTNpJSwkArFj5RTTIpcSEwsj5VthHmMbJuZA9sO7uWVK+Ghea0EIQYWNhAoRU7aw27lWVn3rr6yIR6vdLUWA9KejIpMZnEtLzbUiVurG1bm11iCy1gyDmbeMFZYHOYowSc3Sh7idHu792FZdE4Fja1RWNLqapsoLSecZExbzy78xY9LxNCN9OpkhIaFs6xsJ419gQxeqlSnxCYVktEbKlGPiHXbRnYaEcOy/fLQW3T7jNOK8uVaZ1AYUoyzJLJRqEN64OMECO7lUMoCS5JtSqR5te1ddQeSh+wTVJtGxQZrrPRXNnAZlpyx0Z5VaU+bTEaRkWMSspsSiYPa+818YUvZjqvCSTAYVZopkqxNcwotGJA2nCHtnK3LpCFPWey7ppfphACaCmJrUhd2lOI/jiXR1DXM989Toh2jhytvekEvO/Y8px45crVj99EhColYDkcMHjRi46tiLV6zam77gIpCR/8wIkc11Hxpwn4JuOwpLePVhEjk4VFkCpcLWOffCEtXEqKfYAnSC3PUa45My7QsqFqHEKkSqZuHLkS+7iVx72Ql9tSF04PaVyS0jsj0wK4vOB0rh8hLDmBeDAyoEUCQ/W/u3QRbw6zlp8rWRta5lUCSA1zgxaCItfsVI7ae3KVFIeQIolvtMfZGZ4XWmFNwHqFrQMXpzW1C4xySWHAxMCVyqX5bXv6ZpVld96Qy6TruznMIAbqQWBaJxRrITVK0G5GkuqUkBmlTlQSgkuC5hIikYUNGK04szZip6p7YFjtPWfWc0qjmVWOLHPUNiWrENKsb63MKTPF7tzS+DSXRkpuWxtwahy4vFsztR5IGs+bw4x57VkbZJRKsjXMmNUWnUsaK1jUSUkrVWVtNRQCu7O2SyFB6UimBaPSJL3vQvVz+u156gY0jQUhKVoNcB/TSMSFAA2E4Kmso7FA9EgFMSQKWCaTH7ILe+1g3V4/ur2mfYhMK0tE7OO81626mmwpYsv3y2rbdLeyXJrUXJk3bC8sQsAwV2iZfKMzLZMLVZaoSY31jDKFVQIbAAm51kzqmnkVesvOzSaynhsoD7+XV6vHzk+bVqayS35PTtL1MKsjj888mQqcGhUsXKCpLLmSyFL06PxkqSnI8v2MgmWHp6693iGhu3Pcbbg63noXJykQsRxyPMY9/gQcMkM9bnQORA1JZSvW9Ykec6xrRJ71Qh/XE/uuuVxz+dy5q6hItyL+NAHfZByljtW1pn2IiRMoBBut21AgJZhlRPEw27/wdBzPQabbJJkWCCUEWab2vcb1XsjLv3stKsMw04wGmoUPZF7QtCjtspvvHSBzORQ6Vdi1I3iPVbJHHgspyITEaJhbmIdUnRbAbtVQR5+4lFJxepSTKcmicVSNY2dh0yJMa9pOpCgU2gYWLrW0JREf0vkvTHpsvTRJt9nHlvojWCsUNkATkj1grhW3jwu0lq0bjWRMUoYqNMSY2shGC+45NeLx7QUL59goM0qj2a0aytyQeUWtkpTlIFeULShkd2GpbAIzTWtHDKm6Pz3MWRtC4R2LxjPI0oZnZBx5pnEBtheOGBKwyihHURhmu45xqdkaFlyZ1ak13Y4wcq0Y6AwbYqvIFvtuzaxJybeyHhcEAUeuNEYLcmGY1ZboQEu4NLFcmVsg0rSI5Hn0bIY0A5atheOymEzeclfbKyiZHrTyXt39UlmPiHuewqtCHb1hg0uz6Q4f0bQ8Xu8DmUytWS0FmVFtYjZEAiBY2CTQIoXAyEQrW1if/JhtYGA8UYj+HlpWdTtqZjoqNIiEvaicp6pTF2nc+k3nSuFjIITktLRoApPMMqktINgoTS/Qc5A4SY8MP8IY5Vqz9JMMNRxh7SMn8lql0UgjacoC19QnBsCC1IKW+Y1vEvatiefP/2kC/miIowwOluk7HSF/2SqwayEvU4SW20mJg5n+nSqUtJiNilT5dHOrQXY4wvRmo1uUbl8boIVk4VKbfHOQkbdJeFlgYTWxWxuQSrE50r1QQtM6G50elUQqrPcEH6g9zCYNxUIQpeD0MAPy9jxIEGkOdnqYMW+SsH6eG0ZGMGsiLka8C4QoEO3ctcg0WisksD5Is2fvNNoIYhSU7WwvtTL3uhLJ9m1vtl05QZHt8a2vzNLEfJgZXMvrdj6yCLb97JoyV2wNMpQUzBtHrJOwRHLeSefBR0eTa3INSmhKk9Ddu/OKWkiaEJjXARUCjjR2UFpSh4bCaKSQvdqVj5GB0VAK5s7SBI9pNyLDXKfvqm17dt+r86n7IUVoq/V0PSohWdQNU5tQ8qWWgGBWN2wVkvVBRpnpVvt7L7HmWu0j/ps2sXaca6MEQiQ1qrwTzjhEqANYSi6CRSOw7XfshWBhIz5anIdBLlsVNEluMjbKtGkVIlXzu/OaM+OC2ide9MgHhrmhdh4fNINc7nGLD8FzrIYAiCQQYEwKXN5HilxSW8G09giRvJqfmCzIVXJVksDtGyXz2h0qgtOfhyVhnoOS7a2675dDFvmJ0nG0kuiygFugBX1SqO3s/HkWb3zjLaci/WkCPoE4CGm4TJNYrpJ9iH2lW5r9FeRB9mxAv2BqJcky2c9oO2DI6k14krvi5Q3G6XHyZZVS9GCgVa3p1fcWkqtE6UOMFFoiQhKsj8FzuQpUPjDKFEEJ8haF3LiEkDZKUCjFTCU0UhEhM0mQYmOYURjDE9Oay9OauQuMM8UoM+Q6AblKo5jVjjs2BqwPXErEHtbaOeQoT3NE087qu4rjyrSh1p5MG2JM6kK183gfoBUS8Y3nyqzGunQtaJV4op06l1GSMtOty1H7/QZSZ8CCXIucWR8wWViMEFypauqQ5seLxhOCx0eBiAGlEwWmSSKWhJDhYmCtNEQBzgW8D8xtalXO8AzyjqoV+w1FvxlqdcRLLVFS4kPAtEpac2sZGs3QpM2fVIJhUbJeKga5oTB7CPVuZtkJoSxfx6fWilTJOs9kkToSSglESw3o2quiccD+67lrUZdGM1GOsVHJsF621Cyp2uo+YmS6T4IPeB8ZFiYZ0EeJFnB5XhOsoJCJ8mVaGmAnZDKtXM+/7YBX+4Rm2ms7KXSFPTBjjFyczlpKXLJGrGxglCsWTUj0qMbjZaQsNLVLBiiZlvtwHEd1saa1Y167PROUA6wbb1WcNBUJkhBH5997UtG1oE8isvPnCfM5/uJF9DGAXDcaN/wNirQteE6M8e0neDwftXEQCb7/mUo6ytaFfqE6yFj7MMrAqlBBFwfdsNezgz8oDkreq61lYJ+DEqRNwhXX7P2/TdSq5ZR2Dj298btIDjKFlky6jXBIYJNMSmJMLfgY987lxqjAxTT/HZhU0eVtEhid0txROS5OKnZri0SQtXSlee16m8HCKIomtU+nlUvgqDy1y6uWhlOYPZlNWmBS4wO7lSXGVkIzRISIWJ8qUBEFUaS288agaCkXndNPKyJCEuaYLRxX5k0CtGnBcKEY5hkbgywdaxRsFDrxSWvLk1OBiDFpObvWzKFQaCmROrJemN7lycrk7zvMEnp3mGkKo1v5UEWuVQ+SKtq2ba6T4MYw0+wsGiqbNkajzDDNEr0nBg9S4pxnY1hQtEl6YROAb9nRyLSbnmUw4SjXPL5b9SpSISYwmvWCx3cXSCHZGBhi3E+py9quxMVJRVU7tJJsZhlaJmcsJaHf07QIa+sjF6c1TGuUFowzTW40hTFYZ6ltEmKRIkk9ItJ3/cTugt0WmZ8pydpgj2+/fF9V1u9DcndzW+8TZWmUGYgOY5JwhyYpYXXI/Rgj09qypXPGhek3fAe6RbUqeJem+5NVNy9+Kipgkeet5vrJVYNJC7o60dcMdXVTLejlWHZFelomYBJT9K0c7Lv7v2wsJ7BlUNUw08Qs8XDnrQbwQU5FB91Qy0IFR1W310JkXyuOSt5HeRGn3w29glcnKNLFrPF99ZUbye3rJUoKJgtLrpKikyG16pSSrUlB4gAX3TyxFQQ5PUqvJ2Widi2buI8KzagYcXnWcGlSUTufXHvaZFBZ3yelTp9tkCnqxvNotUDLVJE0PiGUO5nDTte6UJK8RWjXNqlMLRqHdem1h5nGGEXjPIqEFEfAxWmVNK5VcmLaaZ2aCiVpXOTy1FLomql1xJiEWGofElI3zxlZz6JJFJrKBwZGsNmqORUq2Tpal1DMRdbONLVgmJk9vfEWLLc1TA43nWxk7mTfSQFYLzNKEwh0XOrIvA5EoaisY5QZCq2pfapWp5VjWrneJKG/5lr+O6SkPKthUllciK3Qh+fxHcsgUwjZbvK86t2Olq/Z5AUMuZEIPMZIjFKEGCiUJteiFbBJ1yFti9uFCHWkbgJrZdt1GRoWCyhzxUaZs9Zuehq3Z4vYXc/zOgHSjN8vhamkoKo9O76BmBLq1iDvXaw2BoZJy1UemsjuvG4R6gmwtmgcrqWHbQyyq+bAq/fjtLJcmjYImRzCjEqft2rn2bc6hBCo4YDYNCdWDXcI5ZN8zVif3GstuyINXnrrqEg328P4E6fzfNxYToQAnfVfh1Ds2kTDVlt5GTSxetKuJ0leCzB1PY+vfp7jJu+DgGedDd2yoIhrF8UkbBGSw09LVRm2rkNaJg5lbhym8gghUQLWhzmnx3nvDdsBUMpMsb4ETAH2CTx0xzK3nqZJTki1T1Vc1vJVbds5yFyiM3Vc6Bg9iybn1ChjoRwS0ScVKRLQJzdJJEK2x+1ccjpCpLm19xE01CEybtGuTSs7qVWa3Xu/QMskcygkWBfZndVA1upWS2RMwKuNQrA2KBjljoWLjIJAqoRovmN90CtMdZSe3YVlrdQsmgQka1ziZW8M9kYdm8Osr6xmLRK5iyR8ssft3hxsMGvR6tYG6hBobMB7mHvXV4KND/0807Zqbp0uNSTN7HpZbUhJhE3KYuPMpCq9u97UnufttEqtVykEUkoGhaJpPDamayUCiMhGafA+OSJBsivUKl2Dk0WieJ0e50gEea7ZGuaM2nm+D0mIRLdz/07wJsSk2+5C2AeYNEoyWTRULlW83ge0ltyzNew/XzeuWCvaOXeTWs6Vs9DadUoh2J43B1ayy/djVTvmNlXmMaTNw+CQpH2rQo7HuEuX4YQSXJcoY1Wd2GvGukaNxyfyWubOO0Hrfa5ItyKOTMBCiE8H3hhjvHLIr/wvqfO8XCnOGpc8ZbXkUlvpdEIS1gXOrBX7drg3kySvFUchsq8V13NcBwHPOvDNcnWcWoKpHV0Y1c+Cp5XtZ6P9a0TJoJAYAYPccHpcJLTpyvsCYNICtVtZfNhrzc/qVJ1M5qlVbExCkc5rxyCDsv0edhdNmtfF5DFMDORKMXeCnarGKJGSUNhLKt3ooDuXw0wn3eNWglLRMG8cTYxIDQNjUCpVyl00zuNicmhKLXLBvLb4QDKV0Mn0oDSaYpRTWI8SgjPjnDLXbM9qtquGXKUqfthSWDocwLR2fXV2aZ5cq9JmYb+4CtDKRMa+0vcxslaYg8F0o6z93hxPTirU0uUUA715QDfP9O24YTWUEIiWWhNiRCrJuNAUS6Ic3fXWg8RCMllofCR4mNY1tY2sDzWDXO1DLxujUC5t9Oa1xWhB8B4f9l431wrf7D8+JdO83fpAaTSidVgippFR7fZ7Yc8bR0AwzNOMX2a6VaZyfVv6zFrRV69n13ImC8XCN2TRUGaqV7qy7uBKtle38ome13lld5KwsR2nPFUhRyPiY4+f2Ot1CThUNWr9ZF4z1NWJVcBCa7Jz5/aZMqwWXScR16qAfw4ohRAPA28C3rj0Z3piR/FRFMs70w5sYn0kVA2L2qOURHt5aJvoZpLktWI1MXZz2OPE9R7XQfPqZXcagDxTRBuwfu91Fk0Sydet+lftA5ujDN+BmwKUrTjJqk5sdwPMmyTR2c2hu/l67QKZTDQp7wJK71VSWsGopYlM62Su3VXqPggWwTG36Xd3a8tGmXSHe6R6u/guz+FHpSECl6YV21WSwBQSxi6pGnXAOYDKOiBpYStSBVS7wMwG1nLFWplBTBsWrQWFTs5Oo1wzKlp+sVaM8kRjm1uPaRxrZbZPwtD6QBSp3a2kZJQlAFqXQJZ/t4tVc43lc73cWdCtxrNb+o4H2V5lvQzEWo3cqJ5Gp71MnshGcHqt7D2Mu+ttGdsQA31FCuCjoPKO0ivWlSTXyTyjtp7NUY4LkcmiZm49mRfJTalFduet//Yg22+fOcg1gxy25w27i6atogUqpgQ5yHXvhW38nlTkchVqVAJtLRsjTEnKaJPKorWkRCfwHlyzgnU+KeZ1loadV3Zm0hx/rTRPSfu5C1kUnJgmJQlZDRBP0JLwJFvQsJ+KtDqeW8XA3GhcKwGvAc8GXgK8GPhzwD8ABsCHT+QIPspiuSLs2s5pRx+YWU8WQrsAHZy4TkIg/ajoEuNuO2dUQhyqFX2zx3UQiKxT7+oq0xib3h7O+pgE/WWSKkSmsySFQOnUvpZqafe/1ALvbgDbJt5l8MalWY21rcqTFLiWqpNp2fItYWgS93LR6mgvWt3k3fa1au9RIi2KA5M41h1F6TAe5qxO3OSFTbZ/XUWnpUS2yWaYaSamoWqSXKKSkrtPDfABFjZVsxsDQ5FpLk2r3phBDwVrZZawA2FvszAwih0XqG1AlOn8TesEJrM+tPNMj24Rxt0GrFPKgqu7Gstjk6OoOFKklnwaKdg0XlDtY0r244KDXiMlOd0jeTdk2rx0ftam3SwuV+HQtlszze7C0oSAlElcJG+7J1bKfvzhQ2SYawZ5xpkgCDKSC0kdIrevlYxL3YtnLKPd+/eLqWtDu4b7EJk1fh+3OdMSIzMie4DD/jO2dpiwf6OuhEApECjyuNee7kwrVjcs3UbWxyT+kpTqdG/soNrz9FSGzHNOsPBbqoBPMgHXfWI/icgunGf2+tdTN+6q8dzyJvRm4sgEHGMMwNvbPz8OPfr5mewl5f+lYh+laMk5p9SK2sW+vQb0IKLVuFmB9ONEuun3jvU4c+aTOK5MS06P8j5RDfNBSlTWY12TUMQh0Ti6azrEuG+Ysaptu7yYdUAZH2L/lNp6ktKDaMUhPLWLbeKXQBJBaXwSdbA+8TPzTJN7R2OTAQExzUvHRWq5SikObYN3lJVplQA8UiaqS6kl4zJjXKTKM9OSuzaGjAtLVTsan7iqk7ohNzlbw7SoX5k3lFkSkYhA7WKPrtVSMLOy77Z031Wm90YdM5eUpaxPOuE+JBR0dy6V3JuZL5/fZcBct3HqW8RtsrIuMI2u96M1SrI1yvsOS6HVVcnssGupm++uymIOxcFcdtm24JUEP/UYlVHoSOU9wrp9ow3VaiWvt5aWRtHqakfyTPUzaaMP3ozq1vYQ0obn0qROjlxBtqApyeag7TiEtNnpYtB2Kpav2+W/0+tLRqIzGRG9ktXy516+1oet7/ak2u8LfKsUr46Kk6Yi9TPgE6QihbpGZCd3nOb8eWJVYR9/HLZuDRL6RkBYZ4ELwD3AuRM9mo+CWK4UlRIt/cAjhWSYS3xQDLJEkRgew4LtVsTNzJlP6rj2C3JkTCuXdo0i9Mjc7nCkEP3uuptVLnugLh931+bU7UJufTeT6SobgVEaJTwiQuUcEUETApd3GmKrSjZvtZjXywI5DCzqJDM5yg2dxd5hVca0dlyZ1Uwq11a1UKpU4ZbtIllZ14tQFC1NZ5hpnpwkqcgYBFJIlEjHE3zixo6Loqe+SCF6bnXHHZ8sGrTsWszpXFifUMvp3AUGmWKnCkhBX2UtL/TdNbycfDsxmCut+1P3HdkuuS2pNkVS69n4zsB+T0BmFTnfbcQ6kY3lUUU/HheSUX5wS7Y71lwr8pb6lJUC5zWV8xRGsl5mrQ2iJPouean9Mo0HVbwrsTpuie1/uy5CXPrx2bUiXdMhoKW8aqN20GYHYFyma6q7Lg6b/fafX0lODfO+O3ErFa+OCqEUoiiTJrS5+epbLoOwTigSD/joBHw9Ggn5hQsA+A9+4COTgIUQzwA+pv3zovbv29ofvxt4/S05qqd5dLt7JQVN46nbNlihDZkSbA3zA2+upypu5Zz5eqO74EOMjAqDFPspSkWmenCUVpJ54/rKotPCXZ67dijqxgdGhWHROERQib7U/p5r1Y6MVMwWFusDjzaO6FPlNC40zgMiUiA5PSy5FOslNaf9Avern2e5HaXaJNvItHDOraPxjkIbwFI5z8Ygw+ikdNbNIGMMzJ3Du6TwFUPAZIaNslvc0qZkd5GUtSJJZCPE1GL3jUcKy7g0PeipyBSNChTZ3oywWALrLKPFRy0K3S9Vuh0wKzUZ0rnYXSSg2+ZwT+Cgo9B14wBIiXqY6QPHBv2583uKb6sV9lHdme5YG+f3XIIMjDFsDDIG2Z4l5jJfvmutd/fitTagy5vrEGOa0xq1zxxkn2Z1ce2RTnduep3ntqtx2DjosHv0I7medKHGI/zO7okk4GUQ1klEjPGaLejr1UjoqEjhgx/EvORj93sGH7I+XG9cqwJ+JzABfh94G/Af279fB3xKjPGJEzmKj8LogSdaYlrtWUho6I/0zXKr58zHjeULvvEB1wJaTLsw1m1CWOZfZkqm9vkSSrprxXavNcg1AxL6tsxSS9e29K7cKJwU6LBXaU0qx868odCCuQ1Ikjh/DMnP9fK0QrTAqBACQqfq6aAFu0fTtkpJi8ahSLrSSkoKJYhC7lWQrerR5iAjmCRFKITHOoGIEogYrTi1pvbNBp0LffKFtKmoXUgtdpK0x6RNZGWuKVqnmmULv64Dc9jC01Xmy59NK9k77iwaz6yyaJPO74yE8p01DrckKtN9zmUK0WG0tt2F3YcM7xL3tZJjYRSbw/yq9viyEtwyX/7yrOkR+ZOF47KqGRXmQOP65VjeXCshrgKoXc8mdvm1ZpVD6z0a3ip1rouny717UMjRCHfx0om81l4L+mQq4GgtxHhoC/pGNBL0HXcgsozm4YfZXBmpDI9I3NcT13qVnwC+AHgL8L/HGHcBhBAnM4H+KI/OqGDfrEtde6f9VMRTMWc+KlYv+M7FZY9PmbiTy5Vm7XyffDsFKdOez0zJ3gO1q+hmtUO1Ldbus47bFnKnHOR9xLnUjo3t810IFCI5HHkfCC1gyYZEQ4mtoEOn+rUcPeVFSYwUzBHJxk8pxkWa2XXo1U79q+sAFEaxaC0nu8+CiCgkuWk5pu0iHUnJOMSEDt9dWFwIDLQiIsjbzkEnLNIa9PTRLdrXWniWF/s+qbVUm8Z6RoVGqb1Z87ZrqF2rJe1jDxCC/RSig+6BVJEefCwHnesulv2m93VDDklMTTsP9yEmq8eFJZOS2gYyIxm3ifio8VCmE5jwRhgF+46lVVCzLoCD7Vmzz8XooM3AR/rePSzkYJA8l0/itU66Am5nyYe1oG9kLCekxNxzd4+EvhXfw7VAWK8SQnw/8K+BLxVC/EPgBw/7fSHEvwP+WYzxrSd7mE/PWPb6Pejxj3R8JG/cgy7sYab7WZZyB1cXk4Xdt9BlbTJaPqPT2iEF+9rT3d9pzpcq5twrkhtPSpi5ElTek7WzxIExCCHJ1B5y1cjQW+mtgmOWOYDTyoKA9VIT20pctMl2Yd0+6oxWEjkUPSq7M0CY1RYlJE5GdExmEFuttvJiUjFvHM5HJpXFOofSEhdDzwftXq+ynmFb0a4u2tdaeFZlRpfNGjKT+Kqdl29XhWuZ2uNaSZwXPVVmmULUuKsX6tr6/rtcPqruXB80n1ut3rv581GJKQH+EmCtadXmJlVydCq8TqYTUuwDCx70ejfKKOiiabsf1u2du1ltaVwySh6stOyX4+mSdJfjJAFOJ14Btwn4sBb0jY7lsvMXaB5+6KaO7ai45lUUY/xtIcRLgK8F/jHwdcDwkF9vgNcLIX6LlIh/5cSO9GkYT+d20Uc6jppldbE63xVwVZVhQ0Av/d6spQRIAYtWs7hTgeret1OGsq5ikGd4X0PbFh4WEhcEuRbkJqF3lUi2gB1/e5DrfQCsg4RXIuBj0nYujU4c147qE/dSjNF7/q7d8SUvKEGIoORe1diNLxqXNg3ORxbOJX50FBRt8p43kaBBLhpEJHFPZQKBrSaG4yw8+wFzsm+bSrnnd2t84PGdOTZApg1NCNjg0ghACsr2nK0CvbrzNq9dzwMGkKRz3lFqDpsXr1bvHW3tsMo3AfP2XMikFPgm0oTYo/5CTOOPD1yaJRUrJXuaUXlAcu8oXL0f7xGty+WE3r3P9iIZf8way7ROtEWlEur+sFHH0yFWNyeyyBEndKwnTUPqKunDNgk3ulZn588z+63fIobQm4ecZByrkd3Skf6NEOI/AP8XiRv8PUKIr1tWyYoxfqUQ4tuBrwdeK4T4MPDPgZ+MMV4tIPwnIJ6u7aKPdBx2wS875biW19vRK6RMfsnLc76wxF/tnrtokl9wILKzSFXVZgt0Wqa7DHLNPZliMsjauaRvZ2+SIpNUTRJUyLM0f+2S7zJi+CDhFUiJwPlAZQNaxn7ma9rFvGsxd7PiTova+sAgV8QQGBcG51Nren1g+vFFSiKOyjmci1gXUQIGhYIoUTKJmGiZnIdKrnbuWf0eloFPR6Hzu+estmDnjSNGQQyBnVlNlqnW/k+wOcivAiQ1baVM+5m0Tt9Ht4EK0Mu1Age2yUPYv9h318VqdwL2b5Jc6MYOaTwQaL8j3XU6HI9uN0wqh1LJ/CPTyYTj1DjfNyferew+upHVCUh1kHPTVWINTdLJ3pk1rRtU4oq7kChynXznUe33j1QchhsQeU50DqFv7pj3UNAn1IJujm5Bw42t1dn588SmwT36KOauu07kWJfjus5ijPES8DVCiB8AXk0CZN218jtPAP9QCPFdwJcD/xvwXUKI/wf4wRjj5ESO/GkU/6sk3eu1OVy94GG/gsygVbxKDkR7c93lqti2vFigpx01PjDMFJlSrQVdSnzL1V83N258YFxqvI+ETLGoXW8CL/FA7KlDXTW2/NlWhVcA5tajSbPkuXUoSY90Nu2seriUkDqajg+xN0EYloZYOWQmGJd7CluLxqe2pU/dgtxExrli4QNaKBCCrWGBEhBFotUU2bWlTgVA5LrEFLrvr2olMRNK3dOEwGKRPIi3RoOrku/q4u2XkMnLmIlO6esgc4/VmC2JISixv9o/CG9QFppFnTYqQ2Nw2qMkKJH8mK/MGiobKUwk6MCsjgzyQGEk2TDvuc+rm4DduUWrq52blpXIfOfK5FKXwPrIwnkWtSfPJOtF0ct5ygM2E12cpK3o9cRRuAE5HBEWi5tOwH0FfAta0Eedt+s9j8umDE95AhZCvDHG+JLVx2OMbwQ+QQjx5Yc9N8ZYAT8ghPhJ4JUkBa3vADZv7pCfHvGRujluJJZ9TK/FhTwsbtTmcPl9DlpoO3WhvuJcqZqXK6SurZfpPYlHrWSLhN6fWaQQ+xZtSIlgc5RufB8SbzbGiCAl0MOEINJxpUVp3tJvsiyBn5zfU3PqKvllf7DGB0SkB551n2WQa8Z5mrl6H6nwSASIlNi9D4QIUkjWB5rTLRLch6TKJNjbzCy3k1dbzt1i2nnXdu9/PeYfXSu38YnipP2e+tSy4cLy+y1HCBFPvGpe3226jhpXNH5vjto9d9Ux6UC9ciUJRjEqTTq/zicziJBU65SSyBBoQsRWAdt2WjKTUPhrgwwXwj7a29ymzdF6qXv8QnccIcZ9vOraBRqfugbDXONDIJhIaTRKSaLgqlHHctysrejNxFG4gURF2oGyvKn3EFqD1sTFSbWg0+tUUuOWNvk3e96WbQmHL395+rcL+5D8NxPXOrJnLP9HCPHeGOMDSw+5lZ//GrCx9GdMy5gAdoE/vqmjfZrER/LmuN7ojrVbHDpFnes55pu1OeziOPPIa3kiLyce2BOQ6BPl0mZDrKwjWogeBLRoUbJaSXLdzqMP+CxJpWpP9ah2HmJEq7RwrhcarWWvOtZxPLvjUE7guzlqu5jPGs/O3FIYiYCe8jJbWOZtop9ZjxSRXCpijKwPMoa53tcGhz0jhP5crHyGkzD/kKLbtIl94LKiFbeAvfN+EPjKKLnvOFeP9aj5XKZTRyG0UpnLwL3u/RoXrsITdBuVTMmekpXAbMlFSQqBCw11aykZACkMMQiuLBLo6vS4aEcGGrtoCD7ZYAohe+MF60MrrLInF9qds925bU0/Ih5BJpOOc2E6XeqDZ5DTyjFZMiyBG7vfbjSOuk/lcAjhZJKPzPMTrICTNKhXZl9Su9nzpm+7DVEUvSlDt54ep2tzrNe/xs9X79JTK///PuC1S/+/l5R4/znwI8B2Wwn/iYnrSUYf6Sp5uS3WLQ7dsQLHvjBPYhGH4wMhDkuEsMfxrFulrI4jvMp3rVy6QVL1sbd4TypLZdOiCTA0YAaHA2salxZ20b7ObWsFi1Z7OTcKM0jiIR1ndNU/udOM7iIKWDiHBrxPYCytJQqBi5Hdue2r8hBTq1W0G4cuIXXI3I6L6EMExYEbquNseq51nXaCHkZK5qHBhuQVrLVk0fruLtN1mqW5fhddpXctxPFBP1/mKy/rVi/LMXd4gq7Vv5qsIc3jE3fZY4NkvTB8eOERAlQALQUL5xgrg2tR5gha7XEojEa18/6OkgUQ0e2mL+wTaDAqcbaVkgyz5HO9Xho2Bxm5SYp5qzGtHZPatniBiJL0/OWnCqx11H3qT1CSUhTFUzIDvpnzJqQku+cemocePnDtv9m43rJt9ZOs3t0PkHjDfwf4CuBfCCFeE2O8Wrn8ozSulYyWHXuWT85HokrujsmvzLEOE+U/LE5SWeughfZ6NypbS361y6+xfHNIkShHy3rc1id9ZIAQE9pVK9Fzk48S3lhu4UKaQwJsT2tEq251kIPT8mLWm7xLQWk0jfUsXHosmMi08cwai/dJXEMCg1yxPsiuWqyXtb674+rkHpfjWpue43ZzUrteEILAyMSB7lqzq165dqUiPS4z4ChebuNlAjO1G8kI5EtteaMlO/OGOYJBpvr29SpFMJLmrgOjsMFx+6ZiZw7zOuBj63WsEkAuxNircIUQUbnuP1vndT0qdH8edHs8SgqUC2wOc6xPM+CRzJLmda57H+LDxgVSCOYtlQpSC79svcWfqjhsQyTz/MRMkWSenxgNqWtBH5SAb5YWmp0/T/2e99ySDdC1vlEhhNiIMW4f8vN9R9SipX8K+CkhxCcD3wL8IyHE9wL/5ghf4Y+aOCoZXeXYAz2tAY5fcZ70sS4rFi0/ftwL80Yh/Icl1qOQo9c7W+6M5Vdbn5mSWL1nJwhp4e0S5/KmpPudg87HQY8ZJWmsZ96kRdjERLMZtAt0Z1ywLPvYqIBoHGWWuLPd8UBK8rsLm9qOQiJU2rwlSclsn+dt9/tdLFeEhy0QB4HhkljIHmWnf70DOgFdYhgPNC6mf7uOmtM6Ly1vTgb5Ht/7pLo/mZJoLZHteQ0xcmXaJGtLJdmtLYvasTFIJhFdi7jTgF7UydWom9fX1lM4g0QgCdgI1gaEDHQIqe5cLVfgnXPTvHaUS6pWSiYOtBLpGtupHU3wjPMM5wON82Ra9cn3WuOC5fFJCFePU56KOOh7E1mG0IroPULdnB+xKIoTFOJINZ4ZFPsePwlaaHbhApP/8T8Q/uSJPMfZUl0SQjxGQjwXQojPA34/xviho54UY/xN4DdbPelvAd4lhHhtjPGbj3NgQog7gG8EXga8FBgBfybG+OvHfL4E/hbwNcCDJP/iNwJfF2N833Fe46A4LBnBHpXCh9jvYF0rLWh14hg+ldEdK+zpKncz02XBhONUn9cL4T9OYr2mStM1jm35PQ5qfS4vwMso7C4596haKY68UX2Mvb3izqLBNp7Y6n8nxyXVU0qsC0i1B05a/txSCMSSDIVWkkynz9hVdFFFiIqmBQAti1t00X2WZdBP93qHmbQfVPFW1uNjvKpdvJrIu/8vGt8DUGofCC4yKAyZile970nLsXao9i62Zw3T2jHIkjJYbX0vUAJ711GZJR/iqqWgQbpfRQt2my0cRW5YF6IF1rTt/xAPnVEbJVkfZMxrt2+80FlxVtbjAetht7KsFQatJMNcs1aaQ6/n7nsNMVIugd1GRbIifLrwheVoRGzsCSTg/MTMGLoW9Gg8JOb6ujpq14rswnlwDvHEY5izd55oG/o4fsCd9eBLgIJkSzgUQjwO7IPCCSG+GVg/4M8mqV39t4FjJeD2ff8e8F7grcDLj/m8Ln4c+Hzgh4H/pz2OjwO2gBtOwHBwMloeyncUBOgWL9EnY55aG8/+WMtMXYWCvm5x8mNezMedkx/Vzr/WsXXvscwZ7hSbllufVyX9diHt6DAdkldLcVULtzsGJQSByOVpjY+dTvLewqvbTc5k0eCjYH2w9yVbF7ji9iYwgiW9Zx8olUIbCa0SVvpsaUY5zBTjwlz1GTItmdX7QT9GJ0DX8me4VpteSUFV+17DuYvVql+KhIAWgJBQt+/rY/ocWsv9begTqDpWY/mYZo2jbv1yK5eELaQQZPLqTkFX5S93gXYXDTGmzxSB2joGmYYYyXUCbikp9o0TDqTUNftN2W1I8qo9UC5EdmqLD57b1gaslebQDRLsJfreoUoJMpX8kFfPwUcy5GiEe/wJKIpr//JRr5MXhBOyI1xuQZsTvvaWqUije+5JhidHfI/XE9eSoowkQ4Z30oKtWj/gZ5Cq0hevPOUvAttLfx5e+f/2dRzbG4HTMcZLbdX9s8d9ohDirwJfCLwixnhLHJtWF5jlmyO13xJidFmucpUq81RFf6xLyf+kkM0HxXFBW4ctKMdpjYYYr6IZGS17D97Ddr+HSS92+6dVXue+Ywjp+1xW6xICZrVFCIGR4ANISa833LSa0N0N2xnaV41HtVrOkEBEg0yzUzXYACCQUl6NsmijzBSNX9rpq73zAgd3ILQU+1rWHSp7+Xs5DBQXQqR2AYVgYDRSwig3FK3P7lNhl+djpGppYFII1kuNlopZbdFCYPL9CThvfYqt30Ogz5skE6pVekzmGcp6XAyMcsOo3fB0s+zVcUIXlfVX6cCH1mAkhGRHOaksjU/Xs5I1g0xfc+Ee5brfAOz5WT+9FPbUaIT70JEN0GOFKPIToyF1LeiT9i2GpQT80MPwileQadnftzcb1z3Vb5Pyu9o/r1358V88KaGNm3ydbwJ+Nsb4eiGEBrIY4/wkjuuwWG5TSZFANkOzJ7e3Osf7SMdJIZsPiuOCtg5r56dEcfSxOR8P3EBIIa65yB2kcrX8Gt2iuqrI1c0ec51ax90GyxiZ2scxAammlSOEBKBSMplL7EPvAsbIfRxa21aYWiqkib3E5mGbouWku/r4YZ9r5vebyHdqYdfyyr0ya3pzCUEyk19bARLdSgew5U5EjJEYIxsDg3WKnUXa/PgYKZUgV0nDOrknZfuwAZ3s46RyCCUZZZrtqkEbwWaWxDEKo1hrpU3ntTtynNCdwy4sexs55yOtDDVStOpcPhwIlFuNTMtr6lR/JEOeUJKTeYHd3jmR1+pa0Cd1bMuhTp9GDga9KcNJxrWEODLgb5A8gP9TjPEPl342Bv58jPEnl56yLYR4D6l67f686alUvxJCrAEfC7yuVez6ciAXQrwd+Dsxxl8+5HkbJArVcpy7nvfu270r8yp4eu1g4dZ6Bl8PaOswVPRqWB9Qbi9JaLWHwnVLVeb1dBmO2oQsGr8vWQmRWoKxLUlLozEyzdS7FuGsdn1iDu0YwmR7yNmlN2BQ7p9FdJzScSmuSq4HCk0cgUWYN+4qBHBXiS/bOjY+MOBoX9vLs4adedtCFxGBxMikSDbIU2Ja5fjebKwaXyx/xtykmW6k1dlWAiWSsliHZB/npv9Mq+dJyuQkJYjMmoCRCu8DuZKMB2aPd9tiCgZLik/Lm6GDzv8g161aWEWmFZlKFKfCaMa56TWljxtPp/ViOURREE/gO080pBNEQUsJN6nQdVAIITAXzj/1CZjkfPQ5wEPAtwohPpWUjL8G+LMkYNNyAn4x8IL2z2cC/zcghRDvo03IMcZ/cXKHf2DcT2rcfTNwhWQi4YFvA35RCPHyGOPvH/C8bwL+0c2++TJf9em6g4WjF/DDvEqvJ64HtHUt6sy8dq3ln+zdaLrqzc4bfAQpJQGYN/7Y85mjWuCwB1wDWq1o2YthpEo4Y5RrZrXrMQBdYs7bKqwwit1qxVDgkE1CR2U67DhXr6fVc9z4wPa8FZewSXO6A1j1ylVK9c/xISLEwfSl7v1q53tbRC1T4ipM0suOJLDS9boEHRVdtdudY+J+A499bfOYgGcml/uAZCHGfdfw8nlSUjCvHVfmrqehlZlmsKRuBXtKaasb6eUEeuA1nieN8GmVENpSttaSoTW4eBp1wW40RJaBaFXkbuLznLQQh8jzmzqeoyI7f57q7e848de91t3yOcDHxhgfEkJ8DfAfSGjk1wD/BPjd5V+OMb6F5B0MgBDiSeAvAPcAHw/8ZeBWJ+BR+/cYeFGM8YPtsfwS8H6SJObnH/C87wF+dOWxc8Bv3eiBPN2S7moctIAvozpvWsbtBmlKy8dWWX+Vb7B1e9VdBHK9NydbBSJd6/iOaoEPco1Zah13CNZy5ZgbL/clzjLXV6GxVz2jD1KGGuX6qtlttym6OK33zQS7TchypbjMk3XBszvfk1LMterHyZmSzGuH9YFahX2axssR2pnrvNmvPDZqX8/6gCcBoU6Cate1zpdn+9ZHGuv7tjCA1mnx9y2taPlcL+tud+dptGQ+sWh8z+ttoqdEUXbfa0sZ7OhKR22Gujjos24MMmZ1gZQNISSLTEFsUe9P7zXhOCGEQI2GxKa5qZnriQpx1PUtaT93kZ0/z+SXf4VoLcKcHJL2WqtrEWN8qP33a4DvBZ4bY3zXdbzHB2KMv0fiBz8VsWj//p0u+UIyiRBC/ArwiQc9qeU6by8/dqt2U0+nOM489FYsGsdBYGda9pXaanRUjaOASMeJ47TAnQ84Dy7TjIqrq+sOOCOl6OlKsCeTOavdVWYIhylDHbQpujJv+na4JOEKduYNZb5n4lBZv6/NXRqNa+fKnfvRMk99mZIGB3/XB3UCrEvoYxdStb0cN0u16+bu+zYgKs13O5T1rHEsKoduj9P5AKLd5OzT3eaqz9V9ryFEmpA0uKdVTYyRQT7avxE0V1+jR3WIVm0IN1rp0E4z+DDlq4/WkKMR7tJluImkJ0+QhhTq6pYAsLrIzl8A72keeYT83ntP7HWPLcQRY7RCiMl1Jt+PRDza/v34AT97nD8hZhAnHbcSlLUajUtgoG4mJoVg3rh+jnsQ53U1DgLBXOs5h8VhLfCdWcNO1dC41I4UUoA4WPLxKODMspY0pMp6c4UqNK2uRtt2m6Keh2sTgjdrUrJ1MXJqmBYd287Cl6UQO17wanKfN46IPrC9unz83ZydDGjAxYAg9hSdnYVNzkNtYjmKaneccUyXvFZjVOzRdwT0ybf7jJCYB6VUve72QQIloU3kRa4pGsfFqiGEwE7lGE2rq2waj9shWk3Und54J/qx/Pmu95w8XcdYcjwmPn7QEnv8ECdIQ+pa0Lcq9pDQDz2lCTiShDjeD7wByIQQnwi89SBglRDiz7U/e+TEjvA6I8b4oZajfJB31Dngyaf4kD4q4laCslZjt7LMapeEHXwghICUiUu9Ncz3VcPXAnTdiEIXHEP/uHWskUIyyESv/9sJeRw2M119zU5LmhaB69v257RyIDjSKKNLHFKIFkGb/u9iV8nt8Z5zo1I1uBTLMpz959IS0MS4n8MKqT27+nmkErgmIKVAx1RFVo2nyFRLtQton8BQgiRucRifun/dQ0YbmU6t7WrpOFY3CQddj8sUqFntDhUokSJ1KKyP7fcqcR4KnR6fH/DdXqtDNI3uqlb1QXfM6nV5nHPydDZ9kXkOB3SmridEkYP3J9LWveUt6CVXpJOM6xXi+APgv5KEOB4C/jDG+JeXfv8/tD/bBv6INI/9XCHEL9+M+tRRIYS4H2Dl9X8a+FohxLNijO9sf+8CCTj2/96K4/hojKuEGm4wmV3ve3aLYEIwJ9WwQZY4tN1ittwOPQrQdS2w10FWjKttzoNEPpLDTezny12EeDCSdRU8lGvF1jDrf3d57mppUd2tytVhRhldshGA98miUCmJFpKoU3t2+fWzYb6POrVa0S1/38toaNir2rro5rDBB2aN72UWuzasD3EPCd4m30Cy4TvIJ3f5uFa/3+XYGmYI6OUdu+eatg1+kA2cFHudg+15YFIngJVR4ipcQGESdanxyZ8XIciMoLKBycKy1qLTV++NwzpBLqwk5bbyHuaJ83vQdXmccc9TPRK63pBFgbjKGuA6XyNPQh6hrlE3mYBvdQtabW4i19ae2gR8DSGOLikvxzr7E7YggbVeLYS4CPxejPFzj3twQojvaP/57PbvLxVCfBLJZenV7WO/1v59Yemp3wX8FeB/CCH+Fck28RuACvg/jvv+f5LjsN319chN3kh0koJS7v0fQKm0YHa6zKsL3vWgqLs4yIqxm2cuA3eWF7blRNo50izPNbvFfjkOAg9VrRlHJ6C/7EjVP6/VCG5cW2EuiWKEmNrxXftaKUkkIWlPjXNce4zdsazaIDof0VL0re3V6tbohOhenlt2v9OZRoQYMYJeBjFXe8IgSghYAr817uCZ8kGCKdeaFXf83cr65ALVvmav7+0C3at1n6P77vwSXzsi9qHAu9fenjf49vsQQmCdQxUGH9PcexquvjcOGnUAaLkH1lquvKVMgi0HVazL1/ZhWt5P5UjoRkLk+U0joUWZEnCsKhiNrvHbR0esm1RR36IQQpCdP499iivgqyLGGIUQXwK8Jsb4E6s/4/qUs64V37ny/7/e/v0w8GoOiRjjo0KIV5AQ199Owq78NvB3Y4zvvc5j+BMXH8nddZcwxoUhBFAyAVpGJl2KnVDFjbS+l5NPR0UB9lWYIaQ28Kr8Yjf/7M5LpiRl6wPbSUcuL/bL0YGHFnWaY3fJtLKeYad8tVS5Jf6q5NK0IoQk0gCQ6VTpVfhU8Yn97evl+e4g1wzYM/tY1i2etpX2ztz1couCPeGN7lxkS9rRy8CzSWV75HNsuc9lpiiyZEpgXegpTTFLQhNahX2Va8fJPUww5VqyrIcB8IaZRhV710Y34+6+u/Tegm6n0LXol6lcG4OMSVWz2ziCj1QuyVGeHufpPf3+9+zO1WrXYBm5vpx8u43IUSIqy3+HDwAALZ5JREFUcLSW91EjoafDXFhIiSgKcA5usHrtK+ATQELHukYOBjf9OkdFdv48ize96URf80YHCt9BSrJ/fK1fvIZy1rWee81VOMZ44ZDH30OSxvzTWImP1O66WzigSwYKowSFTuChrAWt3Ejre7Xa9THxUwkxZYg2unXtIFnM1cc6MwcpaI3UD1Z7kkIwrSyz5dmlDn2FOcp13+Pt0NrWByLt7NJ3VoUBI13PB66cRy2hu4uW+pPpJP5x2Bx6GencPZYW9GQY0QGDlj9vN4KY1UnFKz0mKIxmYZOl3kAIiiwl3cFS4m9cYFZV+5JJ1nKmtdqPou5+dhzBlMOS0EHfQ/dZOtpV934hxn3XUwfEKo3h7EhQuySWMcjNPsDUanTf40EdolGuU8dDpIp4lZO8GsfR8l4eCS2PNa41PnkqQ41H+J3dG57fdhXrSVgShrpGbd5afG12/jy7v/iLJwYcgxtPwEeGEOKVwD+OMZ4cXOxP48TiqQRcdXEQUvT0KO9ns6tGEdcTByWdECCluEj0tFURZFoh+f/bO/doWbKysP++qurHOedy7wyMAgIy4SWgRDAgUUiABJYLRSOCiUaJmLBEMQZ8o0FgxERwRNGgAQUdQWNUFBQFRMEhqEEUGEdBNDiMwwwCMwx37txHP6pq549du8/uOtXd9eru6nO+31q9zunqqurdVd372987nfusfmeoPE6QrBrTETOcmdfkTw2jWdAVWB/qQSbEpB8Qx4ZxYou8Oy01TQ0J81XVeuFi4QvFPaAPFxeHJn5/bI5Z79uhoR/JrO/rXi9i2A85s6STT36p7J4HIkfyqcuWZV0ZgOdpgv75/Pe7y2C+mYULxIrCgP3B4UJgkNWzHvbCuUhn/zg3pjznx7E1eRvmWiFOctXbfMqk0J0aRHwmnthiJ1k500tZ20vHNv3CwalTxLd9uv7xQ6cBNxfAZjxeqwkaskAsY5h+7GOtVdwqfRYR+S/AE4H3ZJsOluweYotvKB1kUwFXjiKTt2AntVle7ZJF9CqTW5HQcfmjodhGAnBoGjzI8medWXjmY1ygday6LqkxXL5vg4fGmbZpqyAtDhibxCnGHJZxTDGuDe0s57W3oGDHsvE4QeF3//FNsrNa1AvO43rfuob2s4Cu/uKpIjWmsNiI82O7lpiQzhYAZb9ri7TOohxd30TcywRsUW75sBcymiazILIwEE4Ne5we9ir/Ntx329e8XQesQRiQeNXb8guBVSl0bkHozNKu85NvxYDt+YWD/X2MObpoLYtkJmjTgkZpxmOC/poFsNcVifvfv5VzVhHj57DVrJ6CVWBeJSIvAT4AvN973AR8CXBbKyNU1sImAq4cTUzeZVIxioQOWD8zwF6WgpJvxegEtj9B5rUOycZQ1Ms4r31dtt+fE1qu2IaP07T7UcA0PZzoz49jJCutGGfpMPuDaGHBjkU4AQLzPaAP+rZ05H7OZ7zoeL/a2CSx1oV8x6j89V+UMnRqEHF7PCExZtZJquiaLvtMPotiGNzCyg9CK6qKdvlB37YhjBOSJCAMZa5KVZXfhv8ddpr3eJqAsFRTLSPoi9wkwJwVw9++aYLBABoI/8CZoFvQgNPxeK1R0JDrirRpAWyMuQa4RkQeAPwd8LvYzIMvwtZ9Bubi0l/fygiVtbEps1Vdk3fZYLFFQscFzhQJz0Xndfj5s/n3XKZ9zVXBWuCjdc0SnNY4ia02Fni7u0YJde7Rsh7QVY53gixPVWEyiW2A1lz3pwam02ULumEvnAWhLVowgE13+syFCSNj/ez5hVbZceW/w72sDGYQHP1u58edv875BcORspdZFPicdWONlqtVNK29LC0HYa3bBB2eOUN42WWtpiLViYL+iIj8NvBqY8zbAETkCqwgfgRwP2zN5Z9ubZTKTlPX5F1Fcy4SOou0oDoauXutjPblByf5z/1SkBfHMdNMM7U1ns2h7zc7pklZR7+kYpPjRyRHWkNOkhSZxEBUSmtsO+hv0cItTgzn4imXpsmR2uF5YZ837y7abxVF3+1FzUDixDBivoylH7WeXzAUnfuy/f6R79m2kChC+n1MHCM1fKJBi0FYZjRaayEOR/++7XZFquVJNsY8Nff8NuDt2UNRjlDH5F1Vc/aFzjItqI5G7l5bpX058lry+bH1wrq8T+Fwwg8DKey846fObGPCncTpTGMPxPY1dj5Oyapp5auWLTrHNOe3hPqm0yLB5ILvRtPE5m9Hy6OR6ywKFt2Hou/2UdeJay7hns8XKvG5MD4sy7rod+PGUrbxyLoIDk6RXrpUSwDLsB0N2KSpraa1Zh8w2ECsC3/23rrr2iN0o66ZciKoOlHU1ZzLmK4TY+a6Cy0qbzlN0jlzYhnhXfT+4zhhPEnmfDQBtpPTft/mkrquQs50XjyRryftZJG2fmFiaz4Lth1hnCacGfYP++Yu0Rr9sTvB7bT8pqbTRWZyZ56djSssNudWXYStug/5z1LWjJ8X+LMKZC5fveMlKm0q0h2wt1f5WOezbaoBm4ltCrJuEzRA7773Jf7t3yFsqYmECmClMevU0OpozjNzcXI0KtdNXqEICbalnYt+zb/nudEUA0f63VYNngEbODOK07nSlik2b3SSdS1KU2P770YBV/QHnB8drTO8jrST/IR+IVNIZkKzFzJNDEmakqa2t62/WCj6vPlFyCwtJ0v1aWP8RWZyPxrZFUjJB+e5Y/P30UChVlm3cM0yMz4cuhpm7+Pl+B5ZSHiab5dKVAYHB5AWfLgyx7aUhuSCuDZhgh5ceSUA01tuaeV8KoCVRmxiNV51YglECssfunZ2+dzLRYQihF7BCDfRrVoUFDYMEDlSV7oXBbPKS66AyMVpwvTSlDhOGfRCkizFx6fNtJOiCX00TQhypRGnaYpJDXeOYy5ObbDSXi+ypt4V5RYdrtFB24Iif739PGCRowsoh38fL2WlQw/LcR7u6wT5opzdVQvQZdq2vxDwi9QsSjPqWolKGQ5LBULH3vVzV8OZoJv2BE7HmQa8ARN0z0VC36wCWNky/uTtfJvTrPTfNv1SAGKOPj83ms4V858FQRXMIKsmulWaT1FgTj63dlY3OSsgMvXKNo7idBZZnS+b2WbaSdHnDAObQ+3ex42rHwaIceUQDb0gXbiI2WSxl6LrHYUB+ViohRH0BQVY/H0vTZK5dpLuexOILF2ALmt+4VtN3EIgDMQ2vFjiK99GEZ1lBP1+Yfcnn0vTeM4ML9OEPbAVtERIG5ugrQDfhAm6f98rAdWAlQ7gJu98TdsgEK44tf4fwyJSY45UXwLrh/Vxk+yBHP0ZNJ3oFgXm+LjAK1d5yReGsw4/ORNv22knRZ+nFwZEZEFjUcA4julHdjyn9yOiIJwFne0Pihcw6yz2UqRx5q+302rzVF1sOeHsl7ecximmz+x/H/edypeMzDe/yF8HZxkIsg5Q/nFFKXebKqKzCun3IQoxSYKER6O/46zjmU+S2Ou6J2I16KZBWBs0QYenDgivuILpLe103FUBrNQmECns8pOk243OnHUI8rSg0TSZlaH0xxsGxWbDNia6ZYE5/iTsKjO5cQuHbQ/3B7Yedd0ynWXGWPQ5XYTuXj/koBcxihMS4zdWEAYrGgf0w8MqZG35fZdpnEVpRnmKxrpsseWEc35Bt98PFwru0TQ50kQi3/zCjXHVQqLomm2yiE4ZbG/gFAoE8CpLUjAYNA7CmpmgNyCAwaYiqQasbB23YvdxWt22fFKwPDezHwZzE2lRtSrHOia6onP4lZmmaZr5A236ThSmXH7Qb/y+y1j0Of0FwiwqmviwO5DnC80vuIrScJpevyoBSFUWUMv29QW5v6CrY/L1fxNFCwk/v3dRLrE/5s4QhpgskDDPKkuSDIfN05CcCXqDAnjyB+1k3KoAVhpxetgjSc0Rv+a2fFKOZbmZbiIto9FuaqK760Gf86MYsvrQYXBogt6ENWHV+YsKnVycJLZr00WrvR9kpTz95hi+C6BppG7VAKQqC6hli5ClVb6KXvPcCj5+Xnd+IXH24mRuUbPN1KKqSBRhpsVabBQGROm8GToMD69vMBg0LkW5SRM0WAGc3n57K+fajTusdJZ+5tvqik/Kp6wJuCtEYbHm4wuYVRG360wJ8wuduAIdc5HmWQBeasyRuIB+GDSq7AX1/PJNXAaOZd+bhYUylgjt/ILB+YttAJbdtkiz70Iv4DwSRUtrQu/1IuLAi4L2vuMyHDZu7+eO35QGnN7r3q2dSwWw0piuCzafLo9tlYBZlfK1yQINo2lSaA52vux8XMDEBeOULCFUJGi2GYBUJt8XDsfdD4OFJSPz99kJ5Hy+cl5Qd6kAxxxRhEmLfe6zXbzIbj80ToYtaMAb9AFP4hTudZ/WzteBu6ccB7os2HaFVb7IZf7PbRRoiBNbsSkIZG6CjcLitJsoLOeWWCZomi721qlBFjXpKBKQ+fs8q362JP2oawU4fCQMa3dFCgbD5mlI482ZoFNjCO9zH6IHPxRuuKHx+XTWPIFMMk1lUaSosj1OZVHPIjboxy8GUYTbvukCDXFqmCaGS3HKhUnCpWk8i/INxPYP3h9EDPs2Vcnlza5ioaDxtvWjoFZU9flxzIVxzKVJwoVxfCQtrAllxu1zahBxMIjY64dcvt/nTEGgnZ8G1bUCHD4SRTYKus6xw0ELhTg2Z4IORAj29rn86pe3cj7VgE8YnTVjKcBhEwmwPlXXIm+VeTr/uguA6oVB7Y5Ii3DtBU/v97g4TmYa5f4gmvOB+pQ1FdcVNGV846ssCE004zrjPpLfm2n2FwuqclUteLJRSpigFxEMhsRLNOAy92WTJmhnvWgLnXlPEF02YyklhMQS/6d7/cI45vxoSpLC/iCcE+Jt4YTKQd9q60XtE+uaiusEWpVZVC4TkG0sSttYAM1cCblqabO0ryXVtLaJLcBRTxNfloZU9r5s0gQN9ru912/n96QC+ATRZTOWsvr+lBFqcVbS0hcI0zjlvIlbK+bhn3tZicw671M10KrsonJZD+E2Gl7443YR4L0oKFwALdPqzo2mhWUvU2M6G+woYbiyHOUiggVBWFWUhU1HQUN7MS8qgE8Qm6gj28U0iV2hzP1ZJYgCr+mDm7DiOCUIhWFkNdS8JlH1nq07GrmKoCm7qFw05iiQhZ2K6oz7vIkJQmE/ig5rfXuCY2Xt6IIKWn651E7+poKgpv4LMihOQ6qiLJjxBHq9wlKYXUcF8Ali3ROn+peb0eT+LEplmcQJcWLY9xqmlxUIy1i3Nta2yXoSp0SBQK6sZ5WSlWWIvIWOjwuoWqbVjaa23GeeReVSu4J4HY6qskgDrqIsmPGIoL/eanHrQmfHE8a6Js4u+pedZucqN+2CVt7Ud+r3wwWbHeKqM/mUEQirNOMuXMsyi5b8IgMJODUISx9fxKJrU6audB7nhx5NE0ZZ4JUIDKJwllPsR0N37nvcQPOUwRAzmWDSFAnqNZ1Ix+NZa8NdQwXwCWQdP96u+ZdntYsnh7WL9wfRTmjlTX2nrnFAEFhtLO/jhHICoU1rxjpdE8sWLWUWhlUXPasaQpSpK+3j/ND+4skYW+ykFwUkqeFTd44QY5tC5N9z60hQNw141kLQjMfI3t7ca2XvixlPkIFqwMoJpkt9St2k67eEmyQpvUwQ7VrUd1nh5U9YB3KYElRUIKJIILhexRjI2xTLWDMWjXMTrolF46riIy5DE4Fexg/tFk/jaYLBRpr73+NeJqi3bV3ykUCo+zMPBlZzTUcjgpwAhnL3xZqgt9f+tAkqgJVW2GaZwDxucp3ECZNpMqvUZNNCuhX1vUq43n5hwjg+bFXoOjgtuq5F28sIBN9SMDLWF3nQL5fKA4uFbF3XRFsas2uZ6ZpCuGpTdReGTQV60b3IL4R62XfVdRrzz+2+w8vGsnGamKA9Dbgu6XiiJmhF6UKaxCSrPnT24oRpYrgzKxQx6NmmEdCR4gUs1wwnccqnz485e2FMIMI4SQnDgP1eyHiaMOiFSwVxnmUC4byJCUXoZ1W4pknKaJxYIbkkzWg27iVCNjWmUADWEeZ1mCTzlpB+GHDmoF/7u9mGpSf/3kWLV78pR5Ka2UIy9K5DV77H0mAcQSY4m9SDNuOxmqAVBbYbmOMm7mmScmmScHGSECcpk9T21704ibniLsNOmO2WCa1JknJhHPOPZy9xfhITIiQYBmFAnKQMopBJbIWaawHYhHwXJueL9IXkMmvGMq3wYlb20eF88XWEeZ26z9M4tWbccL64xaL9Vy0e12XpWdQ+844LE6ZJSgxIYg7baXakCAfQOAgLaNQRyYzUBN06InJP4LnAo4FHAqeAJxhjrq14nhD4APAw4DuNMa9od6RKF/AnbpfOEScpp4YRQdZbN1wy+W6aRUJrNE1IUsN4muBSQkdxQhjApdQK3b27HNaHbsMXWCQM9zNtuEz0+LIiFwJzFZwmSco+zX22ZfCP8e970bmqaN3rsvQc0YzDgCgKbF6xVxPcrxHeCRrkAQfOBN1AA04nE8IzZ2ofv006dBeP8HnA9wMfAa4HvrTmeb4VuF9bg1K6iZtUL0xixtOES5OESWqLULhC94Ne2Bm/WRnzYRQK/SQgETMbdy8QeuF8/ecmn8lpffm4q0WdfIpYFVyU10CX9QVuM5ivSo5wVa17E9qnS0HKU7ar1KYQEUQEY0xlc/RMA27QkGGXTdDdUAeKeR9whTHmgcDVdU4gIncFfhj4sTYHpnQP14N2GqdEYcCgZ7/aibFde1y7t7b9ZnU7S/Uja0YEWzd4lIXBOlPwoBfSiwKG/ZC7DHucHkSc2e9x5sBqDH5ub9nPlB+r3x3InWGvH9Yya/vdfdzx+ZKVwyikv+Ie+NfFUdfcWvZcXUuhc3Qps2AVdTsizTTgBi0J1QS9Bowxd7ZwmpcANwCvB65q4XxKR+lHwVwVqNPDHv3M9LzXs37HqhP5Kp9g02ChU4OI2+MJiTmMeHU1hAHO7NluQ2EAp4a9WeODJD3UjMp+pvxYz4+PZBoBNDKplgkuKjPeNk28Zc5VJNCmSUoYb7d4i/UDM4uC73fN9+sTZgK4oj/YRS+nDU3QGgXdMUTkYcCzgSdQt1WHslOcHvZIUzOLuL1sv88kSdnrhaX7xzqhe9HTCqG4fnLTYCHX1s8vXTiNUw4Gto7wXj8k3jtaxatqik7RWMdxQihypAn8aJq06tusK0zbFDL5c+WvX36hcHEcY7J+zBfG8daKXpwfxwgQipCkBkK65fv1kCi01ayqHjdonoa0yybobt7Ndvhp4E3GmHeLyJWrdhaRy4DLcpvv3f6wlHXRj6ym6wubKuZUP4r6wjimFwWzXNi8cG3DbLnsHMOejXSOwqNaaVXhVPQ+QTape8HPXJjE9LMcVGivYEaXNLZFVgu3UBhNE6JovnTnNope+IumXhjM7tMk7kbxjTwSRbO+vFUIWtCA1QTdMUTk6digrYdUOOx5wIvWMqATxjY7ItXVuPwJzwmg2cRbkLta1T9XdE2WnaPIZLzfDyt/JlcLO08/DMATvpMkRQxzGnGXqi351P1+TWK7sMr32nWfsR8dmvjzbNofvCxKvov1oCUMqVOPUmZ5wA0KcagJujuIyBD4ceCnjDE3VDj0FcA1uW33Bt7dzshOBufHMRfH8cwMvN9CnmpV6kxM/oTn+5IXCd0q/s1FWteicwBz21yVqjixqUFlNNOj7zlfVMNFOTthFsZCUhBxu+1ApDz+55ok6crKYD7Leu06Nh34VKWpw8VxTBS1b6FohSjC1AnCGjQLwjJxDHGsJugO8RzgbsCveKZnZ0q+a7btFmPM1D/IGHMWOOtva1Lh5SQyiVPuuDCZdeIBZuUNu7RaL8Kf8Pyi+LMuQwXCtYy2vcpXXHSOkdeg1q/i5EzGqzTTovd0UeB5f7KvjfsFM4quy7bxP5dblACkqVm50CvTaxc2W1K1SlOHaZJihK2bxhcS1ouCPgzCqqcBO9+xE+S7xnEUwJ+LLdpxXcFrP5Q9HgJ8eINjOhGMpsmc8AUrQEbT5EiHmq6Z0fIT3v4gYh+blrOqMtIyyviK8+fwhV4Zzbzse+YrXvl0qZb3ImY1vpP5BUaSri5I4gpY+K0aobjX7iZKqlZt6hDGRwPm3OfqAkFU0wQdBEivV1sDTifW7+zyiXeNnRfAInJ/AGPM32ebXgtcm9vts4FXA78AvBm4eVPjU+bZRGecuqxj4i3SICcrUlx8YeiOdxrssvOuem2VNtuFWt7LWFR4JCxoWrDoWNdtyLlITg97hfu38dmXLTSrNnXovIWiZh4wWC24qQasJug1ICIvyP51wVTPEJHHAmeNMa/Mtr0j+3slgDHmr4C/yp3nyuzfvzLGvGld4z3pDLPiEXktymldbdb5XRdtjyOvWV6YxMSZOXQ0TRaaTp0w3CuohrRKM22izXblPhThPpevwfoLk1UFPtw1cVHF69TwVy00qy6Sum6hkKiHqamNy3BQuxSlO05N0OvhJbnn/zH7+w/AK1E6RT8KuGy/PxdpejA47Evb1YpD68ZPcUniFAMzP+8yH7nb5lKSqmimXdBm1+FqOJXlSIeBzHy6o2lSKs97U9ekzEKzjkDtwj1dhASC1PwdB4MhaV0T9FhN0GvDGLPSvmKMubLEPjdSXPhHaRk3QZaN7Fy2/TjhgqvyRroiH/mi4+u85ybxBW7eT9umq6EfBVxxanDYKzkzQZ8fxyvfY92mZSi/0KwjULskdOcIw9ozrNWA65qgreBWE7SiZCwLWOqyGU2pj29ynWY9eF0RE2jf1bCoiti63RllYhjixDDyykc6ippAbEqbXft7idTviNRAA9YoaEVZQNGPvstmtHWzykdeRJOJc1MTfN7kOheVvKINYF224c4oY1o+P46ZJilpYhglySzXOL/Q3GQw4ibeS8KwtolRhsPaGrCaoBWlgFU5juugi+lNPqt85HmaTJybnODLRiW36WrYhjtjldD3BbQfbZ3v37vJYMSNvVdQ/1zBYEB64UKtY9UErSg5thHtvEzgdEkwL/OR+zS5hpu+/nmh5/Jt54qbtOxq2IY7Y5XQzwtoF22d79+7Se19U+/VpGiRDIekt99e61g1QStKjk2bB5cJnLrBQOsU2mXO1+Qabvr6FwnDMwf9UguNJmzanbFK6JfVyjepvW/svSq2IfQJGqQhzUzQWgtaUSybNg8uK1yfL6xfRhPsQrGQJtdwG+bZbfn2u9Tso6xWvkntfWPvFQSYml5gGQxJa7YjnJmg+2qCVhRg8+bBqoKlSGD7nYOmyWbN50U0LabRxvWvagXYtnl/3fjXY1HgXNmFyCYXLJt4LwkC6sZBNyrEoSZo5TjRlul1kxPMQoGTNVTPkxfYvsY7ihPSxBb399lGsZAm17Dp9e+CFaBLVLkeZa/1phd0a6VREFZ9DVhN0Mqxoe1Jd5MTzCKBs0oTzPuPAxFGSUIvSUvXXl4nTa5h3WN3oWToJln39ehSkGBdJAgwgDGmckCW04DrHOs0ZzVBKzvNcZh0i8a5ShM8Uvw+DJhGwaz1H5y8YiEntWToItZ5PY6TpUHC0DZkqBiQFQyH9rjpFCoKUjMZI4PBzraO3c07rbTOcZ50lwnPIs32oB8V9s49KZzkkqFFrOt6HIdFr49EUb2WhFkRjXQ8JqwogNPxBNlR/y/A7t1lZS2c1Em3HwX0cpNdLwo4NYxKFfg/jiy6JifxWsD6rsdxW/RKWK8ncDC0ArROIJYZjXa2CAeoBqxknOQ6zSe5POYi2r4mu+7n3FSv6GXbO08UYeKkcjKSrwFXxUzGBDtahhJUACsex0EQ1Z3od/Gzrpu2rslx8XOuoyDLcVr0ShhhJtPKxzXRgHfdBL17vwJlrezqjx+Oz0R/nDhufs62OQ6LXodEWRBW1eOyFKK0RkMGNUErSgfQib6bHDc/5zooU9t7JwR0FGFqBWFlGnCNloRqglaUDqATfTc5dn7ODbNLVp36QVhOAz55JugOL6cUpTw60XeTrkZUT+KU0TRhElc3mW6KhVadjo5Zol49E3SmwZo6QVhqglaU+rRlXssHtEySdNaXVtkuXfNz7opWuXNWnV6EqSGAG6UhqQlaUerR9kToJvpzoykChCJcGMednWBPEm2mMQG1hXkXYwUWLUJ3zaojQQBms0FYu26C1llJ2QrrnAhDEUKvCfq2J1ilGf5C7eI4xoitVgbVF21d0yqXLUJ3LU1JwrBWScigSRCWmqAVpTrrmgi7NsEqzfAXatMkZZK1ipyEqa3bXXFx1SWtsswitGvm+6VkDRmq0igNaawmaEWpzLomwi5NsEpz/IVTkprC7VUWV13SKssuFjstdD1EpHIVLGimAacTNUErSmXWNREuOi/AuUu2So9rpr4TWsUJx184+UF1/vaqi6uuaJXHbrFYsQvSjF4PgqByGpIxRk3QilKXdU2E+fNOkpRbz41m5ss4SdkbRLX9iMrm8BdUvTCgHwYYsW0jof6irQuLri5p460gNU3QIshwiKlqgp5OwRg1QStKXdY12bjzTuKUi+N4TvhemCQYZDaha5BWt/EXVAfZQslftO1MpagCuqKNt4GEQS0TNFgzdFrRBJ1OJvZ91QStKN0kNWbed5j9nxpT24+oWDYp+Badf1dyepexy0J3jqD+56ijAbu8YTVBK0pHCUTmfYfZ/4FIIz/iSacLgq+LOb0nGRGhlg0aqwFXDcJylbN22QSt31LlWNOPAvYH0cxnGIUBB/2Q/UHY2I/YlF0oh1hEV0okaspZxwhD6tqgZTisnIaUjtUErSid51QmgEfTBOhGFHQXNMi6dEXwHbso4l0nCDA1JXAwGFQuRek05l02QXdWAxaRe4rIS0Xkj0TkThExIvL4EscFIvLNIvJmEfmYiFwQkb8WkR8Ukd1dKimN6EcBp/d6nN7r0c803mEv3Jrm2wUNsi5dEXxdbfRwUhERRKhVD1qGQ9KKzRhmJuihmqDXwecB3w/cG7i+wnH7wC8AVwCvAp4HvBd4CfB77Q6xGbtqglSa0RUNsi5dEnynBhEHg4i9fsjBINoZK8JxRaKoVktCGVbXgGcm6P7u6lVd/ra+D7jCGPNpEflq4I0lj5sAjzHG/Km37edF5EbgKhF5vDHm2lZHWoNdNkEqzeiKBtmELqXPqMbbIcLItiSsWJQjGAyZVg7CGmXHqgm6dYwxdxpjPl3juElO+DqcAH9Is5E1Z9dNkEozuqRBNmGbZnylm0hUryWh1YCrBmGNs2N31wR9klSue2R/byt6UUQuAy7Lbb4vwM0339zqQMbTZBYQ5DPshQx6Ncu5HXMmcYoxBqmobdU9bhPkx1b4xVSUHWL0qU+Sjiez+s5FJHecZXjmDOHp07NtnxqNOX/HWaIbbyz9Xudu+hifmk4IPnUrgw0LYU8mNJqwxeyA38kzQT+hrvlYRP4AeBRwX2PMHQWvvxh4Uf1RKoqiKCeMJxtj3lb34BOhAYvIDwJPBJ5dJHwzXgFck9t2P+AdwOOAm9Y1PmUl9wbeDfwLoF1zhFIWvQfdQO9DN/hc4F3ADU1OcuwFsIj8O+BHgFcbY35u0X7GmLPA2dyx7t+bjDE3rmeEyiq8+3Cz3oftoPegG+h96AbefZg0OU+3nGItIyJPAl4HvBn49i0PR1EURVFmHFsBLCKPxvqN/xz4OmPM0agnRVEURdkSOy+AReT+InL/3LaHYItu3Ah8pTHm0jbGpiiKoiiL6LQPWERekP3rcnefISKPBc4aY16ZbXtH9vfK7Ji7AL8PXA5cDXyFzBc4uN4YU7ay1lngKnK+YWXjnEXvw7Y5i96DLnAWvQ9d4Cwt3IdOpyGJyKLB/YMx5spsnxsBvOdXAh9dctqrjDEvbmuMiqIoilKHTgtgRVEURTmu7LwPWFEURVF2ERXAiqIoirIFVAAXICIDEXmZiHxcRC6JyHtE5F9ve1zHERF5lIj8jIh8KOvdfJOI/G8ReUDBvl8qIn8sIhdF5BMi8lMisr+NcZ8EROT7sj7c1xW8pvdijWS/i98Tkc+IyHkR+UsReWZun68SkfeLyCj73bxIRDodWLsriMgDReTXROTmbF76kIg8P99TvunvQG9WMdcAT8OWp/wI8EzgrSLyOGPM/93esI4l3w88BvgNbN/newD/GfiAiHyxMeZvAETk4diI9w8C34Utyfc92HKhX7n5YR9vROQewAuACwWvPRy9F2tDRJ4M/DZwLfBDwBR4EHCf3D5vAt4JfAfwMOCF2D7o37HRAR8zRORe2B7ydwCvBG7Hlv78UeDzgWdk+z2cpr8DY4w+vAfwxYABnudtG2IF8f/Z9viO2wP4UqCf2/ZAYARc4217C7b27Slv27Oye/Wvtv05jtsDuwh9J1YIXJd7Te/F+q77GeCTwE+t2O+D2J7pobftR4AEeOC2P8cuP7BKgQE+P7f9DdjFUC973vh3oCboozwde5Ff4zYYY0bAa4HHisg9tzWw44gx5k+NMZPctv+HnWAeAiAip4EnAa8zxpz3dn0dcB74txsa7olARL4Y+Ebsqj7/mt6L9fLvsW1RXwi2roHkChmIyEOBh2Lr2/sV/n4W61Z82maGemxxfRI/mdv+CaxsSNr6HagAPsojgA/nLipYk4QAD9/4iE4Y2YRzdw57Nz8M6y75C3+/THBfh71nSgtk1/5/AL9kjLmuYBe9F+vlicCHgS8XkY8B54DbReSlIuJ6z7prnL8HH8dqZHoPmvGu7O9rReQLReQ+IvINWFfky4wxKS39DlQAH+WewD8WbHfbPmeDYzmpfANwL+DXs+fO6rDovug9aY//gNWuXrDgdb0X6+UBWF/vNRzGorwRaxZ9ebaP3oM1Yox5O9b3/iSsML0J+GWs8L0q262Ve6BBWEfZA8YF20fe68qaEJEHAz8D/DHw+myzu+aL7ovekxbIyri+FHipMaZoYgG9F+vmFLaM7vONMS/Ltv2WiJwCniMiP8Lqe6DR6M35KDb+4Y3Ap4GvAK4SkVuNMa+ipd+BCuCjXAIGBduH3uvKGsgib38P+AzwtZmpBw6v+aL7ovekHV6A7W/6E0v20XuxXtz1+9Xc9l8BvhYbJKr3YI2IyNcBrwYelJn1wS6CAuDHReTXaOkeqAn6KP/IoXnBx237eMFrSkNE5AzwVmwU6JcZYz7hvey0sUX3Re9JQ7LgwudhrQ93F5Ers7rqQ6CfPb8cvRfrxl3ffACQe673YP08B3ifJ3wdvwMcAF9IS/dABfBRrgMenJl8fB6d/f3LzQ7n+CMiQ+DN2FzHpxhj/ja3y18DMfDI3HF9bFDcdesf5bHn7kAfeBnW/OYej8ZGo38U64fUe7Fe3pf9vVdu+72zv7dyeI3z9+Bzsv2uQ2nC3YGwYHsv+xvR0u9ABfBR3oC90M9yG7LqJ98M/EnBqkhpQBbZ+WvAl2DNzu/J72OMuQP4Q2w7Sn9h9Aysz+w3NjHWY85HgacWPD6I7av9VGzKhd6L9eKu339yG7LI9Gdhi6K8xxjzQWyk9Ld4kdEA3wakwG9uaKzHlb8DHpnvMw98PTbP+vq2fgfaDakAEfl14KuBnwT+Hvgm4FHAE4wxf7LFoR07ROQVwHOxGvCv514+b4x5U7bfFwF/il15vga70v9u4I+MMV++qfGeNETkWuAyY8zDvW16L9aIiPwSdiJ/LfB+bADQVwDfZ4y5OtvnKViT6DuxC9gvwFaQe7Ux5jnbGPdxQUT+Jfa63sZhJaynAE8GXmWM+bZsv+a/g21XHeniA+v3uhpr5x9hc4CfuO1xHccHNtLQLHjcmNv3scCfYAMcPgn8NHCw7c9wnB8UVMLSe7H2a94HXoJNf5lgtd1nF+z31cAHsjnqY9gG8dG2x38cHthgt7dkMmAC/C3wfLzKY9l+jX4HqgEriqIoyhZQH7CiKIqibAEVwIqiKIqyBVQAK4qiKMoWUAGsKIqiKFtABbCiKIqibAEVwIqiKIqyBVQAK4qiKMoWUAGsKEolssYMxnu8Jve6EZFrNjiekTeWazf1vorSFBXAitIRRGRfRJ4nIu8WkdtFZCoinxSRt4jIM0Uk8va9NicEjYjcJiJ/JiLfmqsRjIi8OLfvRERuFZH3iMhPisg/rTHkN2JLJr5m1Y5r5puzcdy25XEoSiW0H7CidAAReQC2F/KDsEXefxQrUD4beCLwi8BDge/zDhtz2DREsF1cvg74n9gORs8teKsXYhsvhNjWdg/HFv5/roj8hDHmeyoM+3pjzC9X2H8tGGN+FSBrVq8oO4MKYEXZMiKyB/wucD/gacaY38rt8jIReRS2IYhPnBeAIvJK4AbgmRQL4LcaY/4id8x3Ybu3fLeI3GqMeVntD6MoSmnUBK0o2+dZwOcBLy8QvgAYY/7cGPOzq05kjBlhu7dMyr65MeZ24GuBc8APiMhB2WPLIiJfJCKfEJEPicjnZtuuyczhd8v+v01E7hSRN4nIPbJ9vkVE/ibz835YRP5N22NTlG2hAlhRts/Ts78/V/VAEbkie3yWiDxURF4GfD7w6irnyYTwG4Ez2A4vrSEiXwa8C9va87HGmJtyu7wte98XAj+Pbf32RhH5XuB7gV/CdqLpA28QkX/S5vgUZVuoCVpRts8XAOeMMTdUPO4AuDW3LQGuMsa8uMY4rs/+Pgj4/RrHH0FEXF/btwBfb4y5VLDbe40x3+4dA/CdwL2ALzDGnMu2vxP4S+BbgB9oY3yKsk1UACvK9jmN7SValRHwld7zuwNfA7xIRFJjzA9XPN85bzyNEZHnA/8dq9l/uzEmWbDrK3LP340VwK9zwhfAGHO9iJwDHtjG+BRl26gAVpTtcw64S43jEmPMH+a2/YqIvBV4sYi8wRjzoQrnc4L33NK9yvE12M/088aYb12xb17z/0z296MF+34GuFvDsSlKJ1AfsKJsn78GTovI/Vo63+9j05IeX/E4lwv8ty2M4b1Yn+/TReSRy3Zcohkv2i5NBqYoXUEFsKJsn9/M/j5r6V7l6WV/S2vVInJX4KnAHcAftzCGm4HHYX3Ufygi/7yFcyrKsUIFsKJsn9dgtc7vWZRmIyL/TESes+pEYiOY3DneV+bNM+H7G1gT9H8zxlwsNeoVGGNuwQrhjwNvF5HHtHFeRTkuqA9YUbaMMeaiiDwFWwnrTSLyduAPgE8DnwU8Afgy4Mdyh0Yi8o3e88/G+l4fA7wdeEfB2z1ZRB6MXXxfDjwCq/neBbjaGHN1ax8MMMZ8QkQej63u9TYReYox5l1tvoei7CoqgBWlAxhjPiIijwCeDTwN+K/AKWxRjb8Avgn4X7nDBsDrvecj4CPZsS83xpiCt3KR0VNssNUNwC8Av2iMub5g/8YYYz4lIk/ACuG3iMhXGWOKFgeKcqKQ4t+ooihKMSJyJTZC+WqsVj4yxpzf4njuhg3Mej9wgzHm8dsai6JUQX3AiqLU5XuxQVav2PI4bsnGcZ8tj0NRKqEmaEVRqvIJ4Ene81u2NZCMJ2O7O8FhDrGidB41QSuKoijKFlATtKIoiqJsARXAiqIoirIFVAAriqIoyhZQAawoiqIoW0AFsKIoiqJsARXAiqIoirIFVAAriqIoyhb4/3Uo2f/Y69wEAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='time_trips_hw_avg',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{REAL}_{HW}$ [h]',\n", + " xlim=[0,80],\n", + " ylim=[1.2,2.2],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "d1d7e959-b873-4fde-906a-3bb44e4c4810", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='time_trips_hw',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{REAL}_{HW}$ [h]',\n", + " xlim=[0,60],\n", + " ylim=[1.4,2.5],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "1f65cc96-e937-43ba-b3ad-c2d0fc3327e6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='time_trips_hw',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$t^{REAL}_{HW}$ [h]',\n", + " xlim=[0,60],\n", + " ylim=[1.4,2.5],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "daf5e710-7ebe-4e0d-be6d-e3a0da35263a", + "metadata": {}, + "source": [ + "### Avg. commute real speed" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "fb97b97a-b9cf-4cea-8a87-37d0f220865a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('speed_trips_hw_avg',\n", + " vmin=1., vmax=20,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$\\langle v_{HW}\\rangle_{\\rm area}$ [km/h]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_speed_real_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "fd9d652f-6246-41c0-8407-602bbc9b5f77", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 3256.000000\n", + "mean 7.236964\n", + "std 4.947375\n", + "min 0.062201\n", + "25% 4.257395\n", + "50% 6.173521\n", + "75% 8.896125\n", + "max 86.212988\n", + "Name: speed_trips_hw_avg, dtype: float64" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tmp_df_stat.speed_trips_hw_avg.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "aa44175a-a118-40e9-8e80-3dece0a3186c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='speed_trips_hw_avg',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(1.,20)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_speed_real_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "3b65df0d-4e19-4f23-998a-95801f80c22d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='speed_trips_hw_avg',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$v^{REAL}_{HW}$ [km/h]',\n", + " xlim=[0,80],\n", + " ylim=[2,20],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_speed_real_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "c78a6586-6079-4312-8e7b-0044412058e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='speed_trips_hw',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$v^{REAL}_{HW}$ [km/h]',\n", + " xlim=[0,60],\n", + " ylim=[0,25],\n", + " scatterkws={'alpha': 0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_speed_real_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "59595e6f-4cb6-4009-b42f-cebc111cb963", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='speed_trips_hw',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$v^{REAL}_{HW}$ [km/h]',\n", + " xlim=[0,60],\n", + " ylim=[0,25],\n", + " scatterkws={'alpha': 0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_speed_real_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "6ca6c0a7-bc49-4f5a-a536-f760ed11c123", + "metadata": {}, + "source": [ + "### Real commuting duration / traffic-free OSRM driving duration\n", + "\n", + "This is an indicator of congestions and/or lack of street infrastructure performance, as a ratio >> 1 indicates longer commuting times. " + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "b066d1d0-be2c-4e4b-8c50-8be232bca0f5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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PI1QoFKPNcJKMn+KYnwM/P+eDOUuUqLrIeGSdzf88VQVATiBJcU6InsE4ALomaOzspS0ttHL9fopyQvSm7VOry9jZ5Hmu9nd0URAO0h9LAFBYn4Pd5Xmuvrumjk9c1YoELDuXR3dl1638fytfoPP4AEnTot9J0tQ/kGX/8rM3Emu/ikRKsnBSHf/0EjOHwr8ImXgk07ZEGX2J5zjhyagPXM3+WHfGPqHgLUpQXcQIYUDeZ5D9n85seyy2iN60FzZmD/JQ82+5u+E952uICsUly0W8+u+CR4mqi4jewTi/XLU50x5MmsyqKiEvN4jP0CjLyWHNIa9MYjSVYua4OkwpkVJiWNkf8kgixZyp1TRHI6RsG0tki6agT2d/LImDhZSDTKvKY+MxL2ZrrJbPd/+8GgAJzJhbzs6uDsCtot1yJEVLtzsVebh9D9fOmcbiyaeZAgy9DuIPYae2YBImoZczdIFHkb0SW7yZblPHkn5uyHvzmd4+xYVG8Hb2Daxm0B4gJTW2RTuyzHsGtuNIB22YixsUCoXifKNE1QXALw+vpmmwh4Rj8fGpN1LkP/UqKNtxMLTsLxiRq7O/swdSUGwPkhvwE02mXJuAo5EBmvpc71NpOEQ44COWdL0/E2pK2NAypNZ1J4QMH3HLtd8xp5cBrExfMyev4WD7HIQU5Op+Dh7s9MYBpJoTLCmuwkAQNnysOX40a6yPrN11WlElhMYDsansj/QB8OqiAsqG2Pucen7YGCDlWEAKv7GB90x41WnvqeLCpzOxm9X9azPt6XnL2dzvvRTcVHmHElSKEUPabcjuN4KMgvAhSv6M0Mte/kCF4iVQomoYdHZF+M19a0gkTMrL83nn26/Msv/uyc385JF1xFMmV80dz1fed8uw+97ac4z/t/uxTFtKyZfnvPaU+5bm5fCJW1bwpT8+BUA46GP3gCdsepJxFtVWc7Szj4BPp66okHVHvdV8XbE4y8fXkzRthADpA7yQLLoiMZYtLqdHRrAcG813LBNHDCAcC99Bi6Rp0y8SjK0pJtrmrUasCeaybWM675WAceNKONzu2e+9bsFp70NLfB/7I1781mO9ndxTPA7swwA80nc7Kcfzkv3m6EpeVTWf+hz1ELxY2dT9k6y2ba2hULyWaEpHYLCgaMV5GpnickBGv+8thpEgI/+BKPzm+R3UKGGjYcuLMqXCBY8SVcPg179ezZ8f3ZppT5lcxdIrJgIQjSf58cNr6R9045KeWLePVy+dxrJZY0/bX38iQVdskLhl8cNDz2TZHmnawqziPBAWKcfitbU3ENKDGfv1c2rZE+rCJoWVDPPAC8VZxzu50JJwlVJKSvy6TspOB4BLaIpEaEznsqouzMena5i2O+03viaftQMHM32tbKliXtlRnLS3qmv7cpJmf6YvK2Wjaxq2bRMO+Gk85sU8IUFPSpZMqSfo9zGtrpzJtacXQEcHt2W1HSQ/7b6VfdEuUo5JpT+Poeki8owQpQEVxHwxUxacRnNsQ6Ydt6bwm72DmfaE3E18YPrS8zE0xUVKX6qP7lQ3SSdJQ7iBHCPb63+w/yGiVgu2HWeOfDwr6kcmV5PquhNkHIQfX/F9CC13dC9AcdGjRNXL0N0d5a+Pbc/a9qNfPs+2SDfxlEl8IJkRVCdYt+voaUWVIyVvffB+dnW68SPLpmbnWpqUX8B9xx/KtFNOineMvSvTfrLjETqsRrehw/UzrubRbW7cUtDQ2R/pyuzbnBhg6dg6Nh5sJuQ3mFpezpbjXpqClr4BltfXE4+mMBA41Qkah3iudvYmuXf8exifn4uhBfjCg/uzxjowkKAiahCJWAg9RU5tAf1R717Mn1jLZ992/Snvw8ksKL6Nrb2P0We2ARDQxrCq21vx15o8RFmghM6kGwz/1jHXEDaCp+xLcXEwp/geDkeepj/VBDLIi21zAc+z+d1dL3DX2JlUhJV4Vrw8jnT4xv5vcDzuPjeWlSzj3ePenbH3JPawvvM/M+3ivKk04HnHHWM8csiKVDvyDYyCL4zCyEcfBw1nhD1JI93/hYoSVS9DUVEO06ZWs2OnN42mj8/hB4+n/xilZFptCYebXC9NwG9w782nn+Z67OCBjKACeHFvFzOnl9Oe7COo+6jLkxyJefv/peVZrisxyNUGSdlx1na/kNWfUbyFBXPnY2NjSB8bDvdk2VO5Fqk6kxQmXaEomhA4J7J9SknkUJQj6bHXxwsQE9ygc4AJeWW8uvZV6Om4ln96cx3v+O/fZ/qeUlTM9qb0fbEkuUOyrQd8Ou+8bfFp78PJ+LQgU0Pv5aHmzVi2TlGxBezK2E2Z4m1jlzOzcDJBzU9FsHDYfSsuTHTh56HVd7DxeAsSmDc7l6GiqiacT0lQZVlXDI/1PeszggpgdfdqFhUvpD5cg+kk2dnzf1n7vxjZQ3XRUnykkIBj7syy2/GH0fP/2V2pqlAME/VpeRk0TfCJj72Kj3zy12iGTk5RiC1DRBFCYIZg1pQaNE0wua6M0sJsl/EzbTt4qGkdCceEvqIsmyMlugYJmSRhJdGoyLJPz/XR3/8h+tNSZ0H+m1nT5wWXp6yZ7Ih4D5JFdRN58ZjrjfLpGkdj3pTZwXg3S8ePYdNB9/i5RZUc2tKWsR/b3c/ScRPoTUbxSYO3TV+cEVQAs8dX8+/veBV90TgBn8Ef7vembgA62ge479/vIS83SE7QT2448PI3OI2Uku9vOMyGNnf6pzBoMGtaDhHLbVcHy3lNzQr0YZbJUVz4rDx0hA3Hvc/yvn19lDSE6U66bxWfmHXV3y3MUChOR8SKnLRF8mT7z+lMus/HxQXZtVBrAlX4zBcBiQA033ycIZ4qPfddl6ygUikVRo5L8xNzjpEBjeZScKSFRoTKgkKOdfdl7EWhMFv2uR6bbUdauWPFTCbUuNN6KcfiO/v/QnvCjUXSZRN1BWM4ns7pNHdMCYdjhzJ9rWrvZHZJMZ0p9439jtKmrNS0U40HOR56CykpENLHn5qzPVNHrVYWltfiSEnA0FnTk113MhWyyS0PkjAtUr7sFApIibnGor3RfTg9eXgvr/rc9KwM169e7KVJrwjn8JmvPphpv+W2hUyoP7vA8dXNx9jQ5hV37ktYlFrjmFncia4J5hYuVoLqEuP5Q41Z7cGEyfdm3sKsmkpCuo8Cv5reVQyfa8uvZXXXao7G3FXHU/Lq6Uzuztg39DezOL+OQes4hgiyIBgA23u2aqlttGpXkHDAxs+k0D2jfg2Kix8lqobBD//8YmbKzHEgaGuc0BmluWH2HPG8PZbj8LU/Pc3b3jydhJ3iSLQrI6gAbGHzujmdTM85jKGleK5/LkeG1DE2HYc8o4A+M4IpTZIyzNC86DFZx7b+DhxcQTS3ZD4vdngdNGjVvNjiiZMFDbVsTNfz09Fo7Y7SG3eTgW61OrhyWjW7drvegqm15Rza4yUHXb+1kadX7+P65VNOeV+WLxjPB+65koFIgkDA4PW3zB/uLf07JhQWk+f3E0mlMttqixrpNt04rvU9jVxRuoygHj7rcyguLD6wbDGP7N7LQCIJwJKGOm6cMFGVqVGcFbrQuaF8Get7TRxpk2fo9HqPExwcQloAW6SAFEnqGZo+uF9U81BvJzL9bE0Fn2F20e2jeg2jhS3FyK/+G+EyOBcqSlS9DI4j2XO0PWtbJJbC7zdImBb9ySRl4RCJlBfh7Z8Y5XM7fgZAQPNRGsijK+l6f3wCFhc9geW4QmdFwS5e7HkdnUl3mmtWUQmHY94KvB815/OPtaU4jhuAvjZ2JQ6eiLL0PYwLT8R2wC98bDvqBaoDHOvsZ1FJPQIICh+rDh7LsqfyJXXVhZiWTSiQXdYGICfsf8n7c/fti17SPlwqc/P49OIr+fyqJwnpsHysn27LC4wfMHt4ruNP3FSl3h4vFcpyc/jarTexpbmVoGFw0+QJSlApzhrLMXm28yH6TPcZ2CkMCnyl9KfbU3MqiZprMvuviRzg5txyhOOGc6xLTULiPXPWdP6ECXlXkmNkh2woFC+FElUvg6YJPvvma/nQd71proqqPFqOuyIqadkUVoTp6HPbeQUGR8KHMmXsko7JuNwcJuSkCOowLz+ZEVQAfq2fj49vxZI2PmGxPZbLGi8Mil7L4Redb6Mp1k/CsZhakO2p0WWIfW1xTMc94eziGra1eyJwbFEx65rT55Mwu6KKHWm7BkQbB2npdKciW7sGmDWhgv0HXfusqTUsmXv61BDnmjvGtbGk8DuAzSATeaC3AltaGXtdePKojUUxOlw3cTzXTRx/voehuEiJx1Ns236cZNKkv3g/fbb3UmlJC0OMRcrJ2A4UGsewvccJKZkkpY0hgAUy9Xd9+7UcAtqluVDCQYx4zJOKqVKclqXTx/Bvb7+JeNIk4Df45pOrs+zNyQiBFSHilkncgIKTYn8WFrURFk8D4Bd56FoBtuNNCZb5tpO0XA/SgnAF2waWMmi7qQmqg9Vs6vUC0fcNQL4/SDxtN6OTMB0vcL7Z7KMsGEZKCPt87O72koMioMuMsqikGk1o5NkGm3Y1DrELtDyD8dMqsWyHiVMqR81zIKVNz8DXOKFGczjAovzZvNjvCsLa0ESm5i8clbEoFIqLg9/fv45f/sp9HucV68z5XAGDJ56tUmNzT4q2hPt8PDro496aAsy0fVxwHAHLK/u13L+Vo4kyko47a7C49B4M7aU99QrFyShRNUxuXTIt87MR1Pn0fX/LtKsnF7CuN+0NSsEUq4EIewDIN3QK9A2Y6ZjwhBMBfSphcRBdBPAZtfQnvVwpAdHOinARm9prcByBzx8HvKSavakYBamF9EUSpGyH4Emx244jSfVbJCyLXuJMbChhb48nrOqNQrbsT6+4kpLZtSUcSqdUQELfQJzjbX0AHGru4vrFk5k5sfoV3LnTY0uT1R0/I+kM4idKtZ2dB2th8BCvCvUjZBIMA3AAFayuUCigvz/G/X/0ViBHemys9TPwL2hG4MOnl9OW8EpldaVseuwV1IfaQcJYfzIzowCQQxeW8xqOxFOYjs2VcswoXs3o4qCNeMZzladKMWxunjOZ1r4I8ZRJ0Kfzvab1WfaD7f28fUEchxR+IXCkmWUv1h0KcT1TtowSESEc6QaPOxIe3l7B3i53DrCuOES4wUjXvIMyvZqnD3vL0Gty8vFrOqn09N8kXzkbLdcuEMQHTHyajmXb5PsDHGkaslpQCAZybSaPr8AwNPJ8fjZs9h5CUsIfn946YqJqZ+/f2NTzx0y7pPBKAvZKr63ZaHbaC2duhdhvIOfeERmLQqG48GnuG+Den99PLGUStDXy9GxPemewgNWN7jOuLBAnHAoQt92FEBpQZOyiI53LaoNdwjWBIALX67/fmsfT3V5oxo8O/4FvzvlnArryVimGjxJVZ4EQgndd401F+Xb5+OKapzPtN84cpM/0UhmU585iMJ3/xCd8FMkdmQSbutNKeWAZrfFtIMLs7b6ZvV1evpXjPXFuqp5J0kmAo5MgAHh/+M2DA1xVNp6BeBLTceiLZmd3j8RS5OkB+hMJ4jGLylAufTFvn9KcHLYdcEWYIQRjygto7vCmJl93/Zyzvk+nYsDsYdAaIOUkWNd9X5ZtVX+E8Tl3YkqNAl1jvP23LLtMPoNQokqhuGz53soXae4byLQnLKwk+qz7Ihgs9LO9sJV0VS06k3GWFdbTmmzCpxlcWwZxywul6Da72R9YBjKJhcZjAxOAIVUcEp3sHjjI3CJvluJSwZajUPtvhPu/UFGi6hzw1qlzWHX0KP2JBIYAR7/fS0sOtCRauLtoLDomDjoDqWzPVo8VYkvCTUyX0vsxtAosJz1fKKHxmORApxsIP6a8AF0T2OkUD/U5haw6cjRzuvH5RVlZ0yeXl7I+HahuIxEhgXC7xa9rNKWn+gAsKdGKDeoCRRiGzoTaUmZOODMv1Tf/+Dwrtx0ikTJ5zy1LuOvKWRlbzIryjX0fI+G4yR1n5jUwaHmes9zAZNb0H8i0p5YvpsjxkvGJ3A+e0VgUCsXFz1+e2kF71wDxlMkTTQeybLv1fspurSbl2ARyBEnneJbdkTqdCRuw2dbn54ZSA5lWXVLC9niEvpR7TIEh0Qhn0tU0hKuZXXjqdDIKxelQouoc0NjXx8oDjRkhM79hIQSfz9hfXVBEyF6VaduBxQwm3eBKWwbYmfDq0viDe7ll6mwe3uUGS84sK2dXsxcT1djRz5JpDfQ4MXyaRtDycxwvncOhgV6unV1HnCQODu3HsrMMtwxGqCssIJJM4jgS46S3iVB+gK09bsqGw4cH+GDvAFVF+cO7D209/OapzZn78O0/reLKWeMoS2eYf77z4YygAjgU66TUKE1PXQbpSHZn9XdfT4p3ls4CBEIrJexXgeoKxeXErv2tfPWHj2fas6+sY03KC38YW1LEpqPpdg8srB3DJsdNphzSDY7HvRyCO/pTXFl6JX6eQUrID8zheNyL45TyINeV30ZHyo9f83Fr1dVo4tL0tqjafyOHElXngG+9uMarpwf8ZHWAdyy9gripYWBQVfK7rP3DViOBwAqEkPTaYaLR7NxR88fvo6qmDVMmsaLT2NVcnLFJJD1mnN19rtCaVlCedWxNYS5rIvsznqwpFTXQ59lnFVWw6ZCXHLS+vID2fleU6ZqgpdcTYfGUyX888CzffdfpE+AdGejh2eZDxC2Lpu29WfchmkjxHw8/S1cyTsI0WXrloaxjE7bkkY7J9JtxQHL3GEFkSO23mTl5RJJ/zbS1xF0Eg8Mr0KxQKC5+fvK77JXWB19oYsGdtZiag65p7NyTnUPw4LYocwonYdsOoQLY69udZT8QLyXuTMGSJuNkmJOjpe6suYGq8CwUirNFiapzQFlOdi6TolAuP16jZabw7ixbwZQc721L+CZjmO4UYCkwPfd6dkX3ukap0WX2kXBcoSNytnHt5Dt5Zl8fAFNrS9nR57197e7vYFl9LV2JPgKGIL8gSEevJ2z2Jpu5asI04kkbKSUtzV48AsDBnm4m15YRT5lIoH8wOybL73vp1XZfWPckq1rd+LESESI35Ccad3O+lJXk8vSBw5n70PdkIUtvDJF04ulrnU+/eeJaBM+2B5hXEsR04hjCYIqxA4ZU0hno+2cCFdcgVLkaheKyYMqEStZva8y0yyYU8MKg9xK6bGw9mw94nqtJBSVs3u+9NC65ZTzbbTeZckDTkOIQVnrh0OFYO0sL59KT3AJAfc4SJagUrxglqs4Bn1i6jMcPHaQ14np5avLzaRv0puTe+fQYnrtjNj7dAUJg7co6fomxlXDJP+DTQlhS47G2X2fZqxraGRPIJelYBH1yaJw6AOU1zcQTjQDkGVNgSPLQMiOPNUeOY6aFzbzSKlr7PW/U7IpKNh3wHkKzG6rY1uhO/2lC8MGblv7d9dqOQ9yy2NTZlBFUAN0yzqwrGsBMoPsEIp7D8f3efWjusuk59ip67BSmDTllsax+e1MpavyCuD2IxEaKvKz0cT7fDCWoFIrLiLfdtZhnVu+lqa0Xw69hz/HDkPfCTakWZtRX4EiJT9PYta8t6/iDa00mTZ2B4wgqCpNErWxvuSnG86axn8LQggS03NG4pAsCR458GZkhJWsvK5SoOgfk+v08/Oa7SVoWIZ+PLz/3LJtavbcnoeUii+9DM9wyME7fxyHxaMYeCN/O4vx3ZNpHY4fZM+CWU3Ck4MWOMMdirlJqT0SYU97A1g734TGvKpejCU+ktZl7mVcym/29/QSEQZ1VQZvjlbXZ3NnKlRPrSdo2IDl+rC/rWnY1tTFrQhVJy8Zv6FQUZj9onmw8yD884WaXr8jJIagbJIakKZZ1vexLT2eWFRQTOBwkabnpHooLQjx+rJOU7bYb4jn4SnVM6bbvrA0Qs0+48wXrE4Us9vkAExDk5n/6pX8RCoXiksLvN5j+gV580YM4OOj9JVmiqiyYw/aWjkzYwRVjqtl20Hv21taUsHaf9xb6zlun0+64z0sNnRsr30CBv2J0LkZxWaBE1TmiNOyVj/mXK6/muaON9CXcqbQPL76CoOHV1RN5/4I0t4G0QctH5P5DVl83Vb6dev0APiFpjFVzX7Q/y76k8ij/NWcdukixPTGbXw95ORMC6AwxcDQKSBpqs4MFS8IhNrS1ZITO4qoaOgYGM/aZY6vZeMzzXH33qTV89parAXCk5OsbvID79sFBFtVWs77LXT0zrbSQfdHGjL1T62HZwimkogOEApKIXkBTk3euoz2DvGHCePBHAIdi3176h6T0ak/2UZIzA032IaSFuEwDHxWKy5UtfdvZG/WCybX8rRQHJ9CTcEMIysmjVXrPlD2pbhqKCxESgn6DbV3ZnquV60t536tejV8PUBGsoTRweQoqexSSf450/xcqSlSNAKXhMH98w5sYSCYJGT7GFxdn2YVeiih75rTH66lHaeBvIKEqCItK/on13X3usUjeUP0MurMPJMz172Bj7nvZG3UD14usep4/6q0W3NDUzKSyEvZ3dyMkjM8vZmO/9ya3vrOZJROqSZo2moDGnt6ssfx23TYSPoeYaZKwTQ719WTZEVEWTRjAdEwKfDYDAxq29AKhZk3ZQ5+5HQArOZWVzbWZt8qyXB/HrB0kU24Mll+UUB04kfABriloQB+yalIOfB6Kf4u4RFfkKBSKbLb17cxqm2KQiQUFNDoGScvCOWmOKSx8dB3px7YdJDB+eQU7O70yXjdOmMUdtctGY+iKyxQlqkaIcUXFL7/TKZBOjMHItzNtIeCjDY/yq/ANBHTJrNyoK6jSaAJuKT7K2JxKJBbHmopgSIoFARRqQUKmQcq20U4qcpkfDLCrq5NYynURLayroSvqxTpNH1vJr7dsy7QXTKphbeeJXDCS/JIemhPum2Ii2cHc4ils7HaT8c0oCNNneiV4jMAeXjNlCjs7UoT8gml1ggMpr5Dprkg/ry5ZQLXRjYGkUmvLKiOBuQ2cdtCrzuieKhSKi5M7am5hdfc64rbrmSq0JvNok7fir1n0E/IZxE03BGF8Mo9dthszKoDEgRj5lQE0ISgKhXj3kvmjfg0XIo7UcEY4OedI93+hokTVhYYIoOk1OI5XbT1h1FEQegGAgynBlfkTkbabBE9K2J8M0JncAUCoZD/jS17DoW438KC+oIDNx1syyUE3H2+hvrCAY33ulOKUolI29XnTfVuaW5hSXUbCsjB0jSOD2VOPO460s2RiHRIIBxyaE+uy7GODR/jkzLVoJOl2Gngi+3Bqqtvpy20EwAg0wJDi8OU+ncXGUwiZFoVievbBodcilKBSKC4bivyFvG/cOzkQPYhf8/PULhPwFsd0JAa5pmAMvQMxLMsh3p/MOl5LSV740D8Q9PtQKEYDJaouMITQKSj8Gt2drwZsLBlgbdQLBHeQrImN5/ocA03z02bX0DrgBWIKzWb5uF6qUg04jsQf8tE0JLLTdiQ1uXmkUjZJy8rK/A4QMAyOxvuJJF21M29MDZ2DXszCtLpy1rZ5WYtfM3sSBxMnYh4kdxZvQ3NcwVfCMabk3MXeQXfFTVCvYXO/V1uwOXGUqXlTOBRtwaf5+FhNzBNU4K6S9C0DYoAO4beexR1VKBQXMwuK57CgeA4As3O6efrIsUyt06nhUjbs9p5HYwoK0HUN23ZDEN51+xIlqE6BKqg8cihRdQGSEJO4Z9tn6EnGkdi8eUpjln1cIEAJTeBALi0U+ubRZ7qeLSlh77ZSdh5xvU8Bn05FbS7tUVesVOfnseFYcyY56A6znbLcHDqjrnCaUlfB+uOeSNvb3EFNQT5J28Tv1zmW6ssay/P7ktw6ux5NQE0ggeHcn2VfFDjMdeEcNEx2JHLZ1J+d4d1yfPSkAEz2xMJMzhtqDYO1E2Ta3TX4Uyj8+pndTIVCcckwoaiEL664lg0tTYR8PjoPRTg+JIdMY38/n3rTCqoL8gj6Da6YOeb8DVZxWaJE1QXIT/et5Ui0L9Pe0z2RmgI3jsBAMM+/N5MU0ycS3JSb4g9t1Ug7CAMN7DziHZs0baYGChiTVwASfEGDliHCJm5ZzB1fTc5gANNxsIZm2wQcHAbCcXqTbkzDvNxq2mOeN2lxfYjG+GYADsfg2rylhJw1GXup4UOz3ED1+cYe5uS9ia0RV/Dl6SVs7/feMn/YnOLqqfMolJuRUoJ/OsLc4A0m8Qgy9UaEKlejUFy23D19NndPnw3AljEtrN3nJQOdVlPOPdfPR9NGNgfTxY4txYjnqRrp/i9UlKi6APlr056s9ro2k3EdryGSsgjpKSi/L8t+4Hgdv3q0EnBzZhXm6PQNxjP2uG2x85AryvJCAQqCQfrT6R7Kc3NY29SUyXreG0iQHwwwkHBjE6ZPqODFHu+h1TjQS54/QDSVINdvEMw7xuCQNAg/aS/nLeXLcPCRq4XQrBcyNiHgnuJdvLowgEGKLbEq9kW8qUUQbEgUk0cIW8aZrDuUZl1pEPSGM7mVCoXiEmbumGree91iNh9pJuj38Y6rlKBSnF+UqLoA+eTMa3j/am8abWa4nrXHvTQIP2u8mXc3/AoA29H43roJnFjxF02lmFBVQfRIkoDPoL68kO0t3mqZSDzJgppaEsJG1wV+n0HbUU809ScTLJ9eSx8xbOkQd4ZEkgODVoJl03vpNfsASY6viu4hoqoyVMjqSLrkDpLa4qkEbE8kaiJBgeOuCFwaWMPzeR9kT8SduhwTNMiRj2Ono9f3xTZSlDMRPV1mgpx7EHp2rUOFQnF58+FTVH1QvDQOYhQKKl+e4laJqguQG2om8+FpK+hODhLUffxt95Es+9e35rB722cZTEhSjkb7YHa5F0tASjikrBRtkQhhvy+TMgEgJky2tblCqyw3J2tJcnFukLWRRpLpLOkVwbysrOk3Ts6jyTwxHkF3MoEhDCxpIYBSXxORzKkET0V93JI7FvBhabmkEs9nxqEJeH3pPp4OzEIgmZvbhRy6HBBJp+8mqoq+ByIM2tmlqVAoFAqFYjRQouoC5aMzrsr8PC6wnc8+/0Smvchfw7NbPM/V7KnVbDhRFkdCPOoJk+5InLkTqtmY9nSNrSjKCCqAzuggixpq6U8lMHSN3BKd1elEo+CWxXnVpDpMEUciMUK97mK8NJFUPz+ZcBy/7ETKFA/GZzI0FL3MFwbbjanSLQ3DGIdlHc7YN8cbOBJzPVnH44J3V47BtBsB8GklVOS/G6FlF6xWKBQXBzK9IEaIbK/FvoEmBsw4Dg6Liif9nV0xsjhSw1Z5qkYEJaouAt4wZSYrDx2mIzKIhqB9z0CWfcf+FubPrsFyHDQp2HegPcsetVP4K/0kLJNo0MJIaJkYKoCEbrFrwM06XE8+htCw0lnRi4N+9ib3k7BdoTaGIjQ0nHRA+wdq/AQdr4zEVaFeHkhpSBxAMi/QmUngKYRDnhZmQCtDE0E67DFsHvDEoSklh5KzuCG/DF1o+PyL0ZWgUiguKqSUvGvNz9nR10zCNvnqvLu4pXZWxn442sa7138Xmc7n8u8z7+Hqipnna7gKxTlFiaqLgP54gvW7mhlMZx9fUlVDR5+3Am/G5GrWD6nXt2RcDZv3u22JJBZyiPS6gedNkQEW19ayIb1/Q0kBm9s9YXOsd4Al4+toSvQT0HTGlxtsj3plbxoHe/n4+BJqfW34NYtZgWNZWc/L2M87SmahOQMIaaLL7KlJHwFKRByIExZJSvzX0p3yMoRel9dDqbPJbSR2IXNfh9CrX8HdUygUo8mzbfvY0N2YaX9t52MsL59Agd+tj/qjQ49nBBXAN/c9xKKSiYSN4GgP9bLFjakaWe+giqlSXLD8eM3GjKAC2NDVzMwJ5cQdE93QOBrP9lxt6mhhztIqbOGgaxrrDrVm2fudBJW1uaRsm0DQQCSyc4CmTDjW44q2oFEIfs9W7hdcGfotSHeSLy5nkJVayjcXv7nZa+tTwRlyfuGdKaDFuLekn2+1SnJ1nZk5YcrlY96+MoYc+A8I3QIyDvo4hH/OMO6YQqEYTVYfP8rKY0eIWxYdenYR4+7kIB945hGaIxHilsnUBivLHtT9+DWVoFNxaaBE1UXAyeEG/oCPPUXd9KfctAjLihtoj3ieq2mTy3lhsDHTXtIwhg2NrjdKInF8kuM9rneoPRZlUXUtG1pcz1V1fj6buzzP1Y62Pm6YMp6jyWb8usGnx7ZkBBVA3NxJKHQThkwAApy+7MFae8C3EGQMpA129tTkrGALP60/lG7lg8j3kn0COD3Ivo+mb0QRlD2G0IqGcdcUCsVokLQtPv3sEzRH3Je7qvwQwWIfCdtdsTIpXMsLx7wVxv6WML4iA1O64upd42/E0PTRH7hCMQIoUXUR8MErl/DYngMc703X65tQyou93kNqU6KZ+pJC4paF39A4Lnqzjt8Wb2bBuBokEr9u8ELz0Sx7xEwyrbQM03EoCAVo6unLHoCAqJ0AG3ZE8xhf6Jk0EUY3d4FMH2PMyj7WNxeGJvD0zQFzyPhEYMjOA2DMBXNLuvNK72cA2YuMfBNR8G+nvE8KhWJ0SFk27QMREqbFM02HM4IKoHUgzjVVE0highQkk8CQrOfH+mO8fVIFKfqxpcXEXPWSNNrYoxCoPtL9X6goUTVKSCk51tdP3DQJ+gzGFA3/QRLy+XjbzQVs62/ExqSnu2joMwopJN2hBD1xN+Hn/HAFrXHPmzSlqIy1bZ4Im19Zy+Y2zxtlCI2dnR2Z9rz6ajZ3uvaa/BB7Y15Kh180C64tWka+XI0jNQoCCxHWJm8w1nbwLQEZBWGAc1JFZXMr+K8AmXRr6tj7su12j+uRIm3Hx9CgLWGMH95NUygUI8aPn9/A955x881Vl+Xj82uY6cUvmoB93X00D7pCa2xeEboQmdJYi2tzOBz3XpZ+1vhrvjT9n9HE5fklrLi0UKJqlHjq4CHe/9AjAOT4fPztnW+nOj/vZY5y6Up280z3k1hpd7kvb5Di4ER6Eq6Imltcw7omL1D9QEsvBbkBYpZJUDfoHJJdHeBgpJO55ZVoQiOoG6w5djzLnohZzC+uwZYOZUWwy2rKsq+KTcR0+nGkydVGmClZVj/YB8Dpdpu+BWB7KRQwZkHqRa/tWwDmRq+t5YN1wpMWc6cOT3i6tEoIv2k4t0yhUIwQfbE4P1vtvUi1dA4wf0YVm3tbCfp1ppSXsa7Te6YcifSyomoMg8kUmtCYWNHEsaTX35HBRg5FjzAxT70wjRYOYhQKKqtAdcUIYTsO33xhdaY9aJp88cmn+M6ttxJPmWhCUJgbyjomanZyPLYZy0mwpa8zI6gATBHjygm5tMUD2NLB6rezjo2bFkWan347RcoyGVMU4njE8xg15BWxpTUdTCphZllFlqfK79M9T1a7ZMWsGg7GXNFWG/JjOWtxpBsvsbL/EGOLpxGwd7v7+2ZnT/eZG8GYnY7D8rkerKGYG8F3BWABGpibsu12O+hjQJqgl8Jl+oeqUFwotPZHiKWyKy0E81OE83oASAayg86FhOM9Axzt7wMg4M9FH5LHd1zOGCbkjhvRMSsUo4USVaNAzDTpHBzM2tbdNcjST3wPgKLcEA9+4e0U5HhLild1fJ9DETf7uC5KCOkVxG03MD2oFbC6vYmkk86C7osS9vmJma7QmVtXyfpud7pPCGhPDhAyfMQtEyREY0Pqyghoj0eZnF+KT9PICfpY2zHUMyWI9QVYXlsNSCbkxLAdM8v+094F7BqYQsIx+VC1xZysT5Xhrv5z0qLNt/Akz9V0MId6rhZmizK9CMxt7s9OMwz+BHLff9p7rVBcqrR2D/DAc9tJpCzGVhXz2qtmvfxBI8DUqnLesngOv1m7FYBwyOCQftx9LwKOJltYUjOJtc3uqt95pTVsbvZWAK85EuMdVfPA109A83N7za0q+eco4yBwRrjgsfJUKUaMvECAz159FZ/52+PuBgmyw/M89UbjfPPB5/nSW29ESkl7fH9GUAHYspuZuTPZPxBGSgOcfJKOF2zeY0e4onYGA1EbKSVJOVT0QE8ixpSaHDoSCRK2hT+R7fat8Oey/3AXJwY3cXwJB/q6M/a6ijj7owcAOBSFO6sbiJju+TVRzAs9nSTTNQK/fgx+OmEcfictnHxzsqf3zM2gjXcD20UAZCL7ZplbwLcIcAADzPVZZhl/BKFEleIy5H8eWsOjL7oeYV0TTBtbyZT681ML8+6ls9ke6cCWDrn5sNXqyLL7BBTJMAnLwjbl3x1/Z/VrmVVeOVrDVShGjWGJKiFEFfBRYDGwAMgFrpFSrjxpvwLgP4DXAkXAPuC/pJT3nenAhBCfBv4L2CalnHOmx19o3DZlCo+v2ks8nkIAB1q7suy7j7az/KPfI5GyGNcA19zpx5aei31bRznPtvQAKWpydPyaTspxp/1yRYj1R9oYTHuqaovy8Gle4OjCmgq2RbxgcycvitGbzqouwYp42dVBwICkIpxLQNepKjA4kvSm5GzgUGws1cFaJIKEXUjSOZixm8Ca5CQqDQdHpmiQguyc6BKIg+x2f/QtyEoeijEhW0idFHMlct/7crdaobhk6OyNEk+atPcM8Ne1uzPbbUfyrd+v5Lo5k0imLBqqilgxb/Rikn62bQsb2tNxnB2wdG4DO6Pui5Zf+NjdNEBf0n1h2tbRxuzySrZ1uCEHN4+beMaCatW6g7R3DpA0Le569VyCAZXX6pVgo414TNVI93+hMlxP1WTgM8BBYDvwd2XBhRAG8CQwG/heet+bgN8IIQwp5S+HOyghRCXwOWDw5fa9WHh0/R427PBW4M2bWMPmg+mHkgQcSSzpiqKDjbC87Uq0iqcAMK2JrGzpyRzbPBhhRXUD7cl+/LpOQbyEF0xvNV9Tb4S3zJ9DeX6YkOHjue6dWWNpSfYwT06gP5rEtCzMvOyYLL9h0BFxlxd2RATLK0voTHmeq4BusLnfFVI6Pkr9lXSl3P2LDZ0CnmHQdGOnDtqtzApUIJx0firf3Oy4KXMXaGVIuwtbhDBk9lgwd4P/ahBBt6By8DUvc6cVikuDHQdaePeXfweAz6dRWZJHa4+3qtdJSb7+y2cACPgNfvefb6O6vGDExrOvo4uBRIKBZILf7diRZWs+KplWMxGkICADPJs4lmUP4WN8oBjTtik3cs/ovI3Hu/nc1x7GcVyPVySa4H33XPnKLkahGCGGK6o2AaVSym4hxB3Ag6fY5y5gIfC2IQLqh0KIPwL/LYT4nZQydYrjTsVXgY2ABhQO85gLFiklP3tiQ9a2bQeaWTy2Fsd20DSNTY0tWfYXn67G7noDyaRNuD6ENqU9syQZIGnDoQE3+Hyc30ATAidtz/X7+ccFyykKucHvC3uquPv5n2Syps9xxrL1qOeuH59b4o0ViRMC4ifOI+lrq8Yo6SOg+akI5nEs5qVBsDGpCwepCdeiC8GC3G6cIcHolkzSTAOIAiQ2FVIMTdCOlAmeTYxhwHTL2dyYn0d46I3wTUQU/a+KuVC8JFJKUqaNrmsY+sX/hiyl5Ad/fCHTNk2H/ECQVhnB79epKMhl537vmZFMWXznd8/z1Y+MzEvH3o5Obv/xr5G4z4ipDeVZi1vKS3JY05wWUhKmllaxp8stb+XTNBo7e+kcdP/Gf711G7dNncr8mpcuP2VbNolYih/f90JGUAH87uGNTC3ORTNtzITJVa9bjG6o5KFngpTaiBc8lipP1emRckgK7dOzDNfn8oeTtv8OV3BdAzz+cp0IIRYBb8WdZvzWcMZ3oSOE4Mb5k/nx39Zlts2or2LzTm/Z8ZwZtWw65KVFCMY1DrS54qS7N86SafWstl33enU4n6293rGHUx0sGjORA229hHw+7pk9JyOoAOYU1/HZma/iSLSLkO5n43PZU48HW7pZNK6GwWQKUzp0JLLr9ZmWg4ZF3LHoSFpUh/KIWF6yvxxDcmTQ9YY9b/m4s6gY23E9a5oIEzO34KQzrR/XChhnFCDSWdObtAUMmN60xovRVq4N5yHSHzmR+wklqC5zdu1v5bcPrieRNJk2qYp3vmlZlv0/f/g4jz67Eynh9TfP5WPvvPY8jfTcYVo2x9v6srYlkyaGBbZp0+/EycsJ0hfx0qXMnlQzYuP59nNrMi9lAkFvb5zyvDC6JsgN+tjaN+SlUICpp1hcUotAEDZ8PHekMau/R/bseUlR9dlb/4stz+4CYMo7rs6ylQQM/ust38W2XK92X9cAr/3Qq17hFSoU54ZzGagewF3/cbI36sQ39DxeRlQJ99vzu8AvpJRbL6Uv03e/ahEv7m6kfzBB0GfQ25mdWmD33mYWja8BKTGExtaN2VnPfZscfvuJtxIyfLTG+/nQ2vuz7DdNG8t9t58+h9M945dkfn7eOML7f/5Qpj2noYpNjZ6gmza+nI4hM69j6iOZvDIxO0VIr8mIqmJfIUcHD2T2HbBMjttXMN53BISPkJ5HMvlsxm46/cT1RYRFCnBoT2bHRkScAaL5/0O+fzyIIEI7s6kCxaWFlJLv/2wlO/a6n891WxpZOGcMM6e4AqKxqZu/PruLE07cPz62hZuunMbUCRd3ELTfZ/DJe67hM9/5c2ZbTjCQuc7BeIoZ46syoqq8OJfXXjsyqwGllPTGs3Pd6X5Je143DpIOBPXhMg71eyEKZU4eGw+7K/40AQ2lhRzt6wPA0DTeuWD+ac+35dldGUEFcOj3ayi/bQEd6Xqktf1x9lpemMAv/u1PXHXXYkqqVGb24WIjsEd4dd5I93+hci5F1T7c9NeLgLVDtq9I///Svl6Xe4FpwB3DOaEQopC/nx6sHc6xo03AZ/Drz7wl0/7qz5/igWe3Z9qTa8rZvm2I52paDdt3e0LnHXctZVF5PQAzqeK1DbN54KibaqAylM+bxp3+IXUyV04Zy+3LpnKgtxtNF0S7snXw7kPt3HVbLqaWBGHTbWUXZHbsbt5cugdHxrEo5qn+iSQc76FboscZNPcAkNJKCIscHOmKNE0ECdl7QboP4GlaBa0iiJ1eBVidcy0FocXDvhaAnv5BBuPuNdRVqgfrpcTu/a0ZQXWCn/7qBcaVF5JIWgxiZ6a9wU3Cv/dw+0UvqgCunDeeFXPH0R9NICUcbs72MPf0Rin3BUmZFsEU2LZzmp5eGUII/vVV13PnT3/jLm4Byur9NA24910iEYaDhsBAo9gXYtfRzszxjoQ83c8148YSMnzMq6mmobDwtOcbKqgAzFiKice60Pa3koqn0GfVZ9lzC8LkFmYvh1EozhfnUlTdB3wB+LkQ4kO4geo3Ah9I20OnOxBACJGHG0v1VSll60vtO4SPAV88q9GeZz74+uWs2nKISCxJ0G8Q6ct+EzxwvJPZDRUICfl5IZbOH5tl/+ysG1hRMZ6w4aM+p5iAPvxfZcIyeTp+iHYZBQsWV9TBkDrHi+flsc/0BN/0/LHsix7KtG8obsW23ek5nQ4WFczl+V53/BX+EH57dWaqwHS60QPz8TvN6MJPsa8eYXnToGHamV/wevpFNYYIUpN747CvA+BwUxdv/cwvkNJdZv6Tf7+byWMqzqgPxYXL5PEVjGso5fBRT1DEOgd5aLX7edQNjapJJbR2up7T6vICbr1mxnkZ67lm9bYjrNri5XSbM6mGrfs9gVkaCrPnuPuoHIyl+L/7XuBj7xqZqc/J5aX86u7XMZgyCRo6n9/9aJY9EU+RfzBEyrZJGDaFZWHipueNv3LsGP7x6uXDOtcbPnELT/56FT3tbojAmGm17F6zP2Nv3NNMXlEOkV73Re3uf76DQMh/yr4Up8aRYsRjqkY6D9aFyjkTVVLKNiHEbcCvcFcBAgwAHwZ+AURPd2yaz+FOHX7jDE77LeDnJ22rBVadQR/nhbycIH/51nsy8UKf++afaW73sp6PKSpg/zpvCnD1dftZcbVXEKbQH+KWuulnde5f79tCe9z7daxLHGfZlDoiqSSGTxCsb4UhZSR2DRzi3XVBAloMHzbSyX6TrDd28JnKJJDEIZeWkyaA83WB4RwHCY5t4n7sTuTp8lFT+AFq9bOLB/m/+1dnpkRsR/JfP36SH/3bW9C1yzNI8lLDMHQ+/f4b+cp3/kYw6KM0N8ym57wvWNtyGFuQx/XLpxAM+Jg7rRaf79IIWv7Zw+uy2lv3NbFkcj2W5aZV3LU3e3HL2i1HkFKOWAzi/Drvb/TfQjdz98pfZdr10TK22m7KhJTlUGqEaE0/8vODAd69eMGwz5NbmMNnfvp+dqzeSyAU4PCOYzTu9hISD/bFmH3VVLpb+7BSFsUVI7fiUaE4U85p8k8p5fNCiHHATCAH2IY37XfgdMel82B9DPg8UDHkoRAE/EKIMUC/lLJ36HFSyj6g76S+XuFVjB5Dx/qxt1/D+u1HicaSSCmx2rODxb//jcdZvHQCfv/Z/cp+sGUdP9+5mbhlMa28NMtmaILWijbaE+7bfo1WDngP7GtLcsjjYTcfJ5AfWEhf0lvNWOvPQ5ruikANKAkupyvh2gNaIYa1NbOvZR/DCqzAsA64aRJCdyDOUFB949fPcrS1h3jSpKsjew3FwGAS6Ugu0xQplyTTJ1dz3/ffBUA8luKde/6Pjg5vocSdr5nP0qUTz9fwRoyrF0xg1+G2THtKXTmbtngvWnOm1bJ1iNh45xuuGLXn3+LyBr5zxWuJmkkCusE3f7c2y97VEWVGU4hEwsLvEzhJ+2XmKrKZc/U05lw9DYDO5h7W/W0LsYgbIlA7qYptz+3J7PuDf/w1c66aTjAn8Mov7DLBGYWYKpVR/RwhpbSBrSfaQojr0z8+8xKHVQB+3GSf/3UK+5H09s+em1FeeBTmh8mbW0hPVy9J08LXkR3AXVNXdNZv4N3xGN/fsjaTHHRdUxMTK0o40O/mnlpUU8G2qJccdGVzB9fXVWI6vYR0jQV5+zCHpI/qS26iIrgAgYWGhjRXZ51P2E10ieXY0qZEM0A+m2W3fPPwl/z2rK5lw65j/P4Jr8L9pLoy6PK+YP/hrqUYann1JUso7OfDH7uJr37lEQIBgwkTK7niignne1gjwlteNZ+Vmw7S0RMh4PfhxK0s+459zdx89TQCAR/5uSGuXz51VMf36rppmZ8Drw7wid95U4JTZQG7urypyu/94jk+/9FXn9V5ymqK+eh338mWZ3cRCPvpONZN034vQqT9WBdbn9/NkpvnnlX/CsW5ZETL1AghynCThj4updwzZHspUAock1LGcEXTnafo4t9xPV4fB/afwn7J8PDm3ext9YI7j9U6+A7pmClXzbzjvdec0VtozOrgyMBfsWSCNU35GUHlIhhfolNZIbAck1zNypqc1ZBcX7yWpO2+BQeMmVmiqsA3DivlldERwYVI03tTPeZMpSvp/rp7U1Cfv4yw7ebcEaKA4CvIiv6bv23Mau8/3smHPhQjkNODbtgsm1hymiMVlwpLl07kkUf/8XwPY8QxDJ2fftFb3PLdnz3LkWNeEt5pE6v55w/dfEF452+aMZFP3Xwl8ZRJwND504+zpy7XbTmCZdln/cJz9euXcPXr3RXMjbubWP/4tkxKhYapNSy8cfYruwCF4hwxbFElhPhc+scTr0P3CCGWA31Syu+l93kBeAE3SL0SeC/uRMzJ36Ifwg0wvwZYKaXsBx46xTk/BlhSyr+zXWo8tetgVrvJHOQn334TNUX5BEN+Ssvyzqi/HT0/4tDAIwDkhgzGFdzL4X53qiw/YNDkHGQw7rrTu+inJlxFc8yN6XrbODKCCqAlvpdSo5qE3YNNDmFhZuXN6Exux2+swETDIsCx6D6G8uKgRdR5K6YDBf4y3ijO7FqGcsfVM3lxe2OmveIKiV7+FyzcKK2tPd9ieeV/nHX/CsWFyrvetIyVa/fT3hUh4Dd4z1uW/52g2nikib703/V1U8ePmuASQvCO5d4K5MKozjd/7E1O3HvXknPmQR4zrZZ3ffkNbH7G9Vzd+u5r0S+BhK+jiTMKyT9Huv8LlTPxVH35pPY70/8fxS1LA27m9TcANUAv8CjweSllC4qX5CM3LmX1gUbsdObgm2dNZvHssS9z1KmJmE0cHvBc8bpm8drpB9nQOQVDg8Icjc0RL32Dhc3Mwjwqc/zYjkN9TiN4q9SxHZM/di2jOeG+Jf9j/SAhvJgGSxvPtqgX61EWnE1Hwitj0eNMZdfAiVVMxxmfv4aFxdkJHIfL1QsmcuPVEzjQ2YYvqLHsuvUMXTd5LPo0v2v8C/2WTtI2eef4G8g1ziCYQ6G4QAmH/Pz+++9G0zQ07e/F0vamNu79iZe/7ptvuoWbZkwazSFmuOOmORxv7cM0bUJBH7ffdG49SXd95Gbu+sjN57RPheJcMGxRJeXLr4+UUn4Ut/Dyy+33JeBLw9jv6mEM7ZJganU5n7vtWg62dxPy+3jdorNfFh7SSwgb5QwOyS/VJcs4KveADYGoj2J/Hj0p13MV0PzsGWil33TlyY8ag3x4bAkpxxVRUa7JCCqAn7bk8+HqYpx01vQOuwzwVi72Jw/jMIeUNIAQeyKNWeN7su2RsxZVjnRom3GA9qir01udcgqHvBAlnBn89KA3NZmSNp+ccqqZZYXi4uOlvD3feTI7tvErf3mW+sJC7HRuqRn1o5e7S9e1EUvvoHjl2FLDHmFP0kj3f6EyojFVijPjDYvPTUZkQwuxoOxTPNf6CUDiyAZe6PJEUdIxmRiooiacgyEEuizguQ4vUL03JVnd/VoiCUnK0SgrSDA0pK3Xsgnl/4axuXUIEaKn9XOQ9KYvY04Nv2o64R0yubFyLC0JL8/VFaVXn/W1PdexnYNRz/F5f0uMD4+bjml3gAiwuW8q4NUke7hpLW+qX0FtuPQUvSkUFy9SSv7htw+xt72TeMpkTF5hlj3H8PGmb/wmk3Lkpx98PQsmXJC5kRWKSwYlqi5Rqv3lvDEviZBx+u1m/mBMYcD0JsqKgxaHYq5QCml55BmFRCw3FsMnDJ5pStGVrgFY3hdgYkWQuO3aFxbPZkK+50lbVPZJ2mIbsaS7/47INLxsooLtfdCQUw4Y5Oi5LC+97oyu5em2zTzQ9AIJJ0Wx7+/jsQ7Gi+hKe90K/NlvR2NzKqgKFZ/R+RSKi4En9x5k1aHGTLs7FSNg6CTTAdyFepBm6XmQ/+3+p/jjp96K31CP/csdiRjxlAdSpVRQXErI6LcQaZFToHfxgZo4X210bcX+MMfinmcp7kSYUzyGQwM2PmGQrxWyckjB5o5YkrnWXPyWhS0Fc3MXZp0rbJSxqf9eDkY6iTsWNTknT1EEWNOZxEEiiHFnbSszChuGdR0p2+R/Dv2FrqT75XCENmpDpTTF3QzbS0rK6EptzuxvOuupC8/h2GAPAenjXeNuRBeXpxtacWnzl517s9otkSgLJtTQE4+TtC0Ge7Oz8EoJmvpbUChGFCWqLkGkTEJqTda2BeGtvKGuFlumgBw2D/izgtEHk0F2d7nepYqgQ0AzSDpuXhxDaGxuG6At5uZdONK3mhWVkwkabi6tNZ0HeKbdE2lBzcAQOpZ035jzffkcT8dcSSRf2/MnfrL4I/i0l//4renenRFUJ47PsSooHqzGciT5Jd0MzQgrsREbK4kcCRABjvlTbhY0heIS4wNXLuGpfYew0/N706vLWd/s5YaaUFCE1ikytRE/dPMVGGqVnAKwpRiFmKrL01Ol/sIuQYQIIHI/nrXtxdQ0olY7cbuXuN3EnILyjC0g8nixzasw354YYE5JJYVGiEp/HvOL6zOCCqAx0st9B7Zm2g81bco61/FYPzMLxjIxr4qx4XL6U9nZ4ePOSXVsXoIrSqZRE/LioTQ0th9Psqm1g23tnfx6syTP8HJTBXvnsvOIJ7O+97c1tPYOoFBcakypKOOdy+czZ1wV8yZUo/myv8QORnq5/Q1+br07yS1vjTN7sio2rrhwEUJUCSG+KoR4VggREUJIIcTVJ+1TIoT4lBBilRCiUwjRJ4R4UQjx+vMz6r9HeaouVcJ388eDnbTHHSyp4xSuzLY7jYwJ12FJG9vOwXTsLLOMGfS2OECKQEkcXYjMG7EmBFdVj8vs+/ZxK3i2bTdO2vU1raCMbf1eVaL6cCUCgUzb3zXuhmF5qQACuo8PT7qT/zv4KIamoyeK+WvUq/48aErajixFRBxME0iEAe9tPZ4yOdLeS1VR/rDOp1CcS6SUHIv8iaTdg5QWE4v+AU34Xv7AYWDaNo827udov+vJnVZclmVfPCnEYbER0n/avzz2Gz41+WMXRLJQxfnFLag8wmVqzrz/ybjJwg8C24Glp9jnCuArwF9xk4NbwF3AH4QQX5BSnpz6adRRouoSZVN7K59ely7Wh82HFi8G3wsZe5JxNMUbM+0rqxfzTLMrVnK0ALuavdWCjd19LJxQx7ruYwR0g7vGzWB8gecdml5Yyz9NmclAfDs5usPaQZvWIc6oY7E2plgLGRi0sRzJ1JAnyIbDgUgLB6JuDbSQ6KYkWEF3wg261xAc3GnS3ON6o/ICgxSEg/TH3KD6eeNquGJy/RmdT6E4V3TF17G9698ybU0LMLHwXeek7/t378oIKoDdPZ1cP3E8SdMi5PNRPm4PRxLe/jv6d3Es1kRDTt05Ob9CcY7ZBJRKKbuFEHcAD55in13ARCllJjGiEOIHwFPAPwkhvi6ljJ/iuFFDiapLlP+3MTtnzU82+vnKdZPwaykkPh5sP5Z9gH6Y6eFp2I5DCD8bUq1Z5hk5Vfz25jejneItV0qbO/N/AWHXO9UQvIptA94qvUrqeHqP19+/rlzJT26/Y1hvzBEzzn1HV2bacZlgeq2fxiY/Ac2gRuSx8aCX/T2STHFlZS2aMBE2vGraFPVmrhhVTMci6SRJ2iZ7e7+bZdvf+z9oWi2WtADJpPxbsj6fLf0DfG3lKhKmRUVeLl+68drTfn5Lw+GstgA+edUyJpW40+Uvdlfyg4Oex3hC7jjqwyqlggIcNOwRjv5xzrB/KWVkGPscOcU2KYR4CLgWGANDMlOfB5SouoCQTi8kngCZAL0OEcxOnvdU2xb+1rqRhJ3i+sq53Fl7Ku+oy+TiUl5s8YTT4mqJ7jyHnXZezS24nY19nhhJRiezpcMTPgtr69nU5OaDyvH5+MDCxacUVAAkHgXLe3gvDD7HDQXvZ2e3wMAg0lvI0NxRK48cYXdnJ9PLy/++r5MwHffLZyi+SJDOA64nLR5OEQ74iCXTtQ2lJLq5m5bjboxY18Eerr1iCqGw/2XPpVC8Umxp86ltX6E57npW316bPe3s08fybNu/Z9oCwaSCWzLt765ey6N7vJxw82truG36lFOe68bxE7hx/HieOOTmgLtjytSMoAJYUryQzSVbOR5rwq/5eUPdXeoFQ3E+qD3F565PStl3Ds9xIrNt1zns86xQouoCQkZ/CLGfp1t+KH0UYbipB+J2iu8deISelBswvj/SzOKSKVSfJgfTJxes4PEjB2gdjACS103ezdCoqVr9GQZyrwUkQgb52d7sz2JLqp/FpXU40qGuoIDi0EuVesn+GEkJ6zbmsbstApjMGpNtn1ZWxtSy7PiP01EcyOO941/N/9v3AAABGWD37sGMvTsWZ35NNQdaugj4dKZq+Rxa35ixd3YM8Kf71/PWty0f1vkUilfC8x3rMoIK4IE2ndeXF2M6PTgODDrZf0frOn+Aw1hS0qEvluKBHbuz7P+3dsNpRRXAf9/wKj67PEbI8FEYDGbZhBB8cMJ7zsFVKS41RjmmatUpzP/KMKqqDAchRDHwbtw6wp3nos9XghJVFwjSboPYfUO2pJADX4bwW0DGeboznhFU4GZFf7LlF8zM68GWcWpybqI694aMPcfn42PLDtKR2Iclk4T9NUSGxDkJrZw+c18meHxh5Y2safGEVb1WxMZGN+B78/FWbpg4gZsmTzz14IM3Q+JBSD4HwJNNd6YFlcu2xhbmjKukLRolqOl8bMkVf+f1+uv+/TRHBkhYFu+aN5+wzwvmfU3NYmrDZQR0g8QgvGv1I9n3LgC9AffigoaOYWhYlpOxL1h0ZjFcCsWZ8MT6fazcepBEyiJ3YVOWrd+0+VPHzRyPdWNKi38Yk73y1aSKr+z9BuC+jMyuvZItx714xjfOmfmS584LBMgLBM7RlSgUI8IKoOmkbX3nomMhhAb8BigAPnIu+nylKFF1oSDCoBWC402TIePIvvcBsMIo4ke+V9FruukJghqU63/jeNTdvzO+gZLQfAK667k6HF1LS3x7pquDsT5q/HlYjit2Wu0JSBoz9rqyjYzpm4vmCMKGn+1HvBV2AN949gWajvQST5qUF+byhqu8AqlCCP7S8j5+vH4xcdOhKlwAeKVkhBRY3RZ97a6HacPeJq6fMCFj39/dxYf/+pfMJF80leSfVlyVsWtCY35xev8CeN9Vi/nO024eLp+hcbi/L7NvoxXl+uX17F/ZiNAky6+cyJSp1S915xWKs2YwkeJr9z1DX9SNjS1p8lF5Z4iY7bbHhCewpc9bjfpoWy7XlYYz1QeOJ2o4sVpVCCgas5favvHoQlAUCr6sqFIozgYH7Yxjns7mHGmapJSNI3Sa7wI3AXdLKXeM0DnOCCWqLhCElg/5n0P2pcW2KATT+4zkab18vG6AF/rD5OqSsbkOqSECzHT6eaz5FzQnJ5O0U1QGtmT1P2hHyfeNw7SbcWQK23ay7JqZQ/uhGLZ0fVdTK8vY0+F5UqudHL73iBf8Pr66hPkT3aDXpGXxtee20BpxBduRnkEml5VwoNN9455ZWcHuo55I+82LW7ll9mQmVZWRsEy+sWZNVtTUTzdvZmZuOcKGpGnzmkVT8elelvZ3LV9ATWE+QZ+BJR0+8cjfsq6l4uoWZt/9HLZMURFsxpF3oYnTF6JVKM6EwUSK/c2dxFMWm/cczwgqgO4ukxn7F5CwbRwLktP6s45tjqdY0/Ma2uNRko7F7BIry27YAdra3JWsLaKfva2dzKodvULICsXFghDii8AHgE9JKX97vsdzAiWqLiCkMQ20KjdQHT8IKytG+8r8Dq4MbQAgTikr494bryMN7js2SGtiJQB1oSBLSwJYMglAQ6ieSGpdpq+xvp00i1JM6U5HtDTOxJZucLcABmIJ8gMBdKFR6POzd3+25+pr9z/LW66ZRzxp0pKKZgQVgBRQHAwxp6AC23Yo0LKDxB0p+acXnmJXjysKl1Rkr0iqCuTwhV8+ju24F983GOed13ulcfyGzm1zpmbaW1pa+cUGV0QGDEl97fpMgtH2xB529T3CzKI7X+rWKxTD5od/fZFfP+uWRirPyyHoN0ikXHHk92ls2xGhJ+L+XVZ3BvFdYWBK1z4hdwxbezwvbuNAHqGAjp2uPtB7aCzgvoxICV98+Cn+8L43Z71UnAkvbD3MY2v2kEhaXLtwIq9ePu2s+lFcWtiIEc94bo9g7T8hxAdxY7K+KaX8+oid6CxQoupCIvp9cIakMvDNB/NEtvI8sLwg1hBdTA4tYU+8FaEFaYovoDXhZQ4/Hk9gs4KgEUWiUWQcI256XQt5HCt5K8diDgnLxhrIXmFnO5LkgInlOESJM6moiKPtXqbyvFCQL/36CQB0TdAwo5CjfX1uG2hr7qe11xVaui6oLSugqdd9a584ppRtPZ6XbVNnCzV5eTSnhVm9mc8OxwtG/9/H1jKtthxNCFKWzbJpY7JWMX30ytncVP8nArqJafhZm8qOVWyL71Ki6jwQNRNEzCQJ22RMbsklsfKsrTfCH1Zty7Q7IoMsGF9DS0c/Pp9GVWkB6/d5dTNbjiVYPm0OMc0ER8P0RbP6OxyNMM1aSl8i5RZC7s/2XCVMC3GWX04p0+Lrv3yG1i73ubBpz3EWTKujvPjvi5IrFBcLQog3At/BjaX6x/M8nL9DiaoLBClTkHwie6PZCPpEIAUEwG7MMnfaeeyMdwE2Oq0YoihTb08AralOutMCoz+Vx5ywgcR9aHemlvJYqyds6it96J1e1vTanHw6u90vAAcw80HrcOuIFeYG2dvkHWs7ksKIQUFBOT6hUeAL8OKuo57dltTk5VGRm4PjSPQiY2iGBUzHodbKxexPETct9PLsL5G8YIAP/+AhrPSU5RfvvoE7ls7I2P3mr5la4AWvdxmv4mBsf/o+aCwsfdtp77tiZIhbKW55+nt0JtzP0Ffm3s6dDXPP86heObFkKlNL7wSOIWiORyEO0q+hayLjZdV1wdbDUdqj7kvCxPo8RIVXXWBcqJ7nmz3P1dSaihOOKgA+fN2Z1euLp0z2HG0nYVrsPdSeEVQAsUSK+5/cygffuOKMr1uhGA2EEJ9L/3hiKuIeIcRy3BQM3xNCLAJ+iftX8jRw90kva09KKbOnVUYZJaouEITwQ877kdEhnkzfWDA3DmkvBNOd/kvKXNZGPI+MzTGuLJvAyo4Ogrqf+SXFdKa8QPVD8Qg1xu30xSxM28+eZDngLf0+5nTw6ZtvoTJQSMDQ+e/HslfB9icThEM+ovEUsWSKotwwgwlvJVOhEWDjbjfgNuDTKc/PoWMg7W0S0NoXoanH9VQF2wzKxobpjLtTJFNzStm+zxvL3u4uinJD9KZjVeqKC+ju9TxX33zwea6aNZ6i3BDSiWEO/l/WWOcb25hQMB1DA79eRaFfZZAebe47siEjqAD+e9cTXF05iXxfiLhtkuu7OFesjass4e3XL+DHj68HoDAnxK5j3mf3aFcf88dVs+tIG0G/wdjJ5bzY4S18OnAswrVjpjCox9CETm8kWzDtSbXzpdtupDSQQ8jn4+rJZ7Zy9TdPbeYHf3YXcRSEAuTlBIgMuiEAmhDcsmL6WV234tJCyrMqI3PG5zgLTi4z8870/0eB7wHTAD9QBvz0FMdfAyhRpUiT8w6wm3HLGYUg/vssc1e0lc9t+xRxC0ryTCpr/pplzzUSFATiQJy47c+qtycl/GJHLQfTU3TTyrPrj00rqObtsxdmpmjCuo+3/+JPGfvEUBFb4+4bdcpyKMoN0d7nfmmGAz72t3rpGJKmzYScXMK6D7+uU1IYZs0Rb0okkbSYH6giWWCDhFBU5xheQedoKsWU8bX4ByIkLQtTZgfV+w2doD/90RUhdP8C7OQzGXu+fyxF5irXxeaATN6ICFz5Ejdeca7Z05edkT+SSvLqh35Jy6A7xfuzG+7i2rrx52Now+KBfbvoScRxHMm7Zs9H1zzxc9OCKTx/qBHLccgx/Gw/0JJ1rBAC03QwzRSDA8ksmyZgf6ybloT7gjElrybLvri8nnsXzDurqdK+aJxfPum9hPXHk8xrqKK9LYLP0Fgys4Ex1afOa6dQXAhI+dJKT0r5c+DnozKYs0SJqgsIIXyIgn/NtB3hg9hPMu0fHryLJ4967vyPVS4mpr/oHkuQbQOeZ+BQtJMlJZM5EtsLQI45NyOoAHZ39HLzlCkkRJyg7uNdE1ZkPciXjKvntVOm0tw9gHQcmtuyVzG19kaoKs8nnjLRhIZlZxdkDmNw4LD7Bt+bGyC/KMBA3P2CkUiazQiHu9wYrWJfiNyAn2jS9XyNLS9i/VHv7d4JOVlZ0//h5iWE/L70PRP4879MvGtD+j7kolsHs8aS6vsPVhMm5Zjk+cIsK52NYmT5x+k3sLJ9PzHL/Z1OzxnLiz2e0Pr8i0+ypLKOsG9kMt3/4sA6/nh0KwnL4vVj5/CeycuGfeyapmN84mlvRalP13nHrHmZ9k9WrmdXizd/vWB8NVsPucIqPxhgX6NnO3Swk/kLq9jU6l77vFllbE4cytj3Rpq5umYy0ZRJyPDx8VkrzkhQtQ5GeMfjf2LQTBG0DWznpFW9QqM9Hdu4ZsdREkmTYODcFHRWXLw4UsORI5xSYYT7v1BRouoCRuR+mEhyK5ZMELXC3LfPzLI/vC2H9y6fjMQhZhcwYPZm2Y8PFLK9cwZJ22JsMI+sYA3gPZOuYl75qXM47Wvu5NG1XgmlWfWVdPZ7U3DjakrYdNjLvzN7TBV9R9wvjoChc/SYd65INMm0MVUcNPoI+HSqqwpYMyR3T48ZZ8XUOlKWDZrAn9Q41ONdS1c8zj/dcRWTy0sJBXxMrcsubyNEiJAwQMaAHtAmgu2JwMejc/hh86/cfRF8c+7HmZzXcMrrVpwbqsIF3DthIVt6jiJx6O3J/rJvHYzQGR+kYQREVW8yxrd2r2QwLei+s/s5bqiewti8ktMeI6Uk5dgkLIuvr8ue+v76ulVUhXIxbYdoIslftu7NsrclB5k+uxobSa5jsGXj8Sz7goIqfnD3HQQNg6fa9rB5oyeqBPBP865lUv7Ll2w6Fd/ZsoY9PV4YwFWz6tm50RV4Yb+PQ0c9W0tnPz966EXee+dSkkkLw9AIhVT5JoXiXKJE1QVMwm5lT2w97jwW3DB2OY8ejGXsd86K0pbwclnNLbyBLel6fhoGO7pj9KXcuKTdg83MqxjD5nbXe3RD/YTTCiqAHz2xLqu9/WgbyyfXk0y5HqkD7T1Z9kOtXUwtLSVl2hiaoLVjIMtu5wpafO7YY7YkaBgkLDdoXiJpcaIc6HeFWE0wH7+uk0p7vyaWl3D38jlZUzBDkYP/mxZUJ0jifrQtEk6Y33V4x0kk39t3P/cWvJGEaZEXCjBnrEoOeq7pS8W4/9haBi3XO1kZKMGnaZhpT8rrJ86kIb/onJ0vYvayL7Ie00myrsPOCCqAlGPz/154nkQPJEyT182dwR2zvdQCtuPwqj/8ggO97udvfkX256EmnM8HH/lLpr2ooYrtjV4cVXFZDhtPBJtLWDS+gt2H3LCOnKCfd968iMKQW0LmltoZPHxsGy90uMLq1rpZZy2okrbFQweza8fu1DqZPL4cy3YICJ1Dezuy7Hu3NvGq/3PjNidOrOAH338b+hkEwisuDWzEiKY8OHGOyxElqi5gmvq+wQlBBXDXpJ8xkHwzISNFfkAiAuuy8lhV+ndwU8UEdCHpTxbx047sot+5BRYzwz5MaVFTyktyxeQGntzqFUmuKcpn/c7jmZVPs6ZWs3nQS3o4taKcLXs979O8CdVs3ee2DZ/Gfq0vY2sfjLK4qpb1zU0EDI2p5RVs7vSmhpoTA9w8YwJ6SiPk8/G6+TNOK6gASG3Mbts9oBWD04eORa7hp9f0vGxWUxHv/vUfATc+6/5P38OY8nP3Ba+A3za+mBFUAG1mN2+ZfgUFej4h3cdrJ5zbgOlnO+5jc2969awMUx5cSEfC/Z2HhZ91O1oZSLjj2dvexbLxDZTl5gDw0IE9GUEFcLCvh8JAkL5kAiT47OwcUQetPsbVFyEMQcjnY2vLkPgxAX25Fu+/7QqCfh8TakopzPXq/Qkh+O+Fd9ERHyCo+ygLnn16g4Bu8N5ZC/nm5jWZbTOtMrY2eTFei6fUsHWX+6IVMHRa9nuxjwcOtPPAgxt5/esWnfUYFApFNkpUXcBIsqdMCvw675/7QyQWUkIrN9A8JD6j0F/NkdjG9LEwr+QWNne7D1FDCNpTXbSnc1k91LSZm2tmsaTs1MHCdy6ZwaMb97C7qZ2Az0d5KId26Xmftu1pYf6iWpLCQWhwcFt2Qea9xzuZNqUKy5FoIcHaZFuWPVgQYVJZExJJEBO9S8+kcwC494p5XFFTP6z7JPI/j+x5ExmF6ZuaWSXp0+BDFYf5TKMrmnRH58AWL/4rZdn8xx+f5v8+8LphnUsxPFaUT+bHB1dmFkrkGAE+Pvtqivw55/xc3ckWtvQ+5W0QMa6tttjeXoshBAWxXF5IeFNykWSSR/bcx4yGDiwnwVONE7L6608mmFZWjoxK4qb5dykNCgoC7DixalvCrMpq9g5ZqPGGBTO5d9Hp00cU+kMU+l+qQPnwef/sxaxvaiaRsjCkYPe67IVPB/p7mD6rBltKwrbG/icOZ9mPHs0OCVBcHshRKKj8MjHnlyxKVF3AjCn6Iv3xF3CkG4DuM2pIpNyHphBQKXbRpVUh0TFEDk0J74EpBMwv28HikjICukPEKuG+Y9kP0B/tWcP3t2wkZplcVTOWj8z2gnk1TaDnGQwYFkiL8cHsVUNlZbmsjjZjpadzrpxUy/atnqdq8tjyrJirRVdUs6bXfWM2dIGZ24RMuV+43bSwfOw8njvsTlWsqG0YtqACEP65UPBf4HSDCCIHf5llH2vspjrwOgbtJLYpiJ201rck79x/0V/uzCis5U1jlvBo81ZCuo83NlwxIoIKIKjnEtRziNueZ7att4gtTa7QKTaiWQsh8oOS/JI/cmigD4CFdbt5/viVDJpuzOLciiq2DPGctlnRrOnqUKEOJ0L+BPTkDFIWCuMTGiU5Yd40b/Tq9R3t7WP9/qaMw3r5+Bq27vM8VWMritl00Ps7XD6vjj2bXYHp8+nc89alozZWheJyQImqCxi/Ucn0yj9hy0F0EeRwz79l2W0p2DsYxpYWEGdGfgVdSS/p5vR8QSLlJsUs9wsm57+VfQPut4GQgv2dUY5HXe/Tlq4Wrq0dz4wSt87Y+sPHWX3A62tDZzPjyws53tGHBAon52F1eV9iLyaauXZ6PbrQCPgN1h08ljXWxp2dLL6mAkdIcgIOLals+/ham/9a/l5Cho+w78xXJ4nQHV5Dq0b2vTfTfCDyGhpjXmzJ+IUVdD/t/qxrgve/6oozPp/i5fnUtFv41LRbRvw8OUY+N1W+k4eav+1usCt5ptHzqvZYca4YV0d/ZBDD0Lh1Rgum05exB/1N3DU5yL7uCpBgnuQhbo9HWVxUS080TtK2iNvZC0Z8lqD/SIyYhKg2yJG2XibXlo3Y9Q7lm6uz62ZuTXQwvr4EKdyp7Z2N2Z6rQ/4Yb7t3GcGQn9raYioqCkZlnIoLC7X6b+RQouoCJ+yflPl5XMmX2dZyKxL3jfuguRxbnhAngq6kjoYOOOQaYSzLS/6pCcltldtoLaghrDv0JGr4yS7vi8eRkm/vfI6yPB8J2yTVlC1sbAk51SGQUVKmha5nu3ZLcnP45rtuJ2C4H6mv/v4Zfv+8V85j3IIi1vQ1Zto3j5vIgZgbs6UhePvYm6nMOTflM0TwGsj9JNLpRhLkiSPZsWXH8w7x/fe/jxxfgIJwkPqywnNyXsX5I8gMHj9wHUnbJkcPoItkljgySpMc9bkemqf6De7K9+HgiiPbCfL4YZv2QdeTWp9fgCE0rHR+tLmFVWw55HmuGroL0PwiE19Y3ZVHX3qhhO1I/v2+p/j5J9/40nGA54jASTUB80IBdvf1ZKbSF9VVsvOwN/V+x/IZvO1m9RKhUIwUSlRdRIR9E5hTcAfCOoiGxaqO7MSClhPl1QWH3elC6aNPTMJyvNxVM/NMZgbd1AJmToin8j7K0cgJu6TFbGdtkztF6NcMKgsraUsn+BxfWsy2o94Xy/7d7VTU59A+6AYDf+iKJRlBBfCh25ax82gbpuUQChps05pgSCqrDS0J3jPzOoK6n6pgKfU5lefsPgGI3Pdk1p7cM2Y9/733dxnbnbUrWD7hzDJVKy5svrl9FW0x97PYS4KFFQ2sa3GnvUpzguyKeDFVu/otbqq+ihL/egzhZ2vLdbQPeqtHjw30c3X1GOJJGw1IxbJzsB1t7+ONN+WS0iLY0ubAI4NZ9v5YAkdKzq4E8pnxuWuu5rkjjQwk3WdBVTiP9iHVBw7LfqqK8tA0QWFOiLdePe80PSkuJxwEzgivzhvp/i9UlKi6iJDmbgKJBzLt1xf6+FZbIBMMfH2RxLHTIkmYFBswmK7Pagg/ur0zo2t8epwPT9nCw81TCPkg5C/kmS7viyclLMaOz2FMcwHSkRghnSNDsp4nTJvJDbloZoqUY+HPy45Tyg0F+PWn35Jpf2TNgzx63CsIfUvdTN417sZzcVtelpsqF3Ig0sSAOYhf9/GmhmtH5byK0SFiJnm2JTvha2uyj8nlRZiOTV7Ax+FkdgqQQj1GsXCntyfmlyKYmZlGM4TG4eO9tKVfOCaVZue3Wjw1l4OpLZn22CtCtPzZs7//1ivw6aMhqaA0J4eH77mbuGkS9Pn44t+ezrL7/AYPf/7tWS88CoVi5FB/aRcRcjC71NEYbRtXFN1Dt2Xh4BDkOYbWuBf2ccYH87BlFCETiJN+3VUFNst199vAkflsiyynO5l+Y5fQuzfFkeZ0vp2Qn8LcIH2xBAB19QWsHWjM9PWfW5/mmuqJFAfCpxz75+fewMauY1iOJM8X4APTRi9AVgjBhye9dtTOpxhd8nwB/mHqEn6wy0stUBbKZXNnOmA7AsvrGticnn6uDQkqfM+QrnlMVe6L3DlpEQ/si+PXdeYVVrP5sBfsvb+rm6Vj6ogmU2hCUFF/nKNeGiza8/dzfflyEj022JJFY7JLz4w09YWFmZ+/dNO13PLjX2VyvH14+RIlqBR/hy3dmNyRPsfliPpru4gQoTuRiUcy7XZnApsHdmU8VeX6dMbqnrcpxz+ZaGp9ph30zYSUm2HZkQEOxb2s5ZoY4NXVg/zleD4BYVATL2Vbs5eNeTCeYv64OkzNQSBwGiz2DwlV6k3FWddxlJvrpnIqykK5rLnto6/sBigUp+HDM5bSktwHIomOzgP7s2sPdkb7uXuiBtjUBpI4Mp5lL0slyGnRkRIssqf7BHCsu5/mfjcGMb+0EIY4r6pbx7L18SOZ9v9+9yn++V/vPJeXN2zGFBdx0/wJHOjtwpIOk6pOn0VeoVCce5SouogQgWXI0JvTOZiCPDMwFYk37bEx0gN5byVqSyxHsFh/Iuv4lHmEaaHZCJIkHIOtqVSWPREPc7RFAia9ej85QT+DCXcfCXQnYhxod2OuSgZChMf7iKVXQk3IL+XGmskjdu0KxUtxLH6IQX11pn1lzVWsbPJWfK5oiNGW3AdAWxLGly/BttYCkEyV8tDGIFK6n/Xdx9qZM7GSra1ugPe8mmo2H/M8V6u2RnnN9dPptyJojg/z6XzAO9ezT+6iaHklCcMhZdt8cMUScgOjUw5mS0cLDxzalWl/fvVTPHj73aMSNK+4eJCjsPpPqtV/iosBbUjB5an6C2yJfDfTztHLebCtBye96qnAuIIJvocy9jGhWeiWmxw0DCzOXc6qATd5qOP4+NuhfMANcu20Y6yYWceeDa0EAz7G1pWwtc1bRdTdHWfF1PH4SjVChsHtDTPVg1sx6kjpvgQ81PynrO3h3E1cWTsdn+6Q6xN0mC9m2V8cKOEttZ9DEyG2NRYSSezMPj6lU2PluCtds9eDALBlZ5ijfa4Iu7YmDFs9W+Xscr61dm2mbTsO/3zj1a/kMofNT7Zvympv72zjS2ufIuFYxC2Tz8y/irq8wlEZi0JxOaJE1UXM3MJlbO1dRVt8Nzm6j36rBgcvt9QD7QneXXc7pmNhozHP3pB1/GSxmXD1t9C1HAYSAb6ZyA5yNaUNplsvrbdrEJ+uYdreMvV7py7giomjU5jYkZJ9HV0kTJOw38/k8peps6O4pJHSQfa8HszdgE2B9vose2kwH0u49SvjSCaGx3Is5iXHXVJ2CzX51wNQOUOybGIkk5ct5DM42NRNf9yNH9y6v4UpE0vZ2+EmE53dUM3mds9z9YyvnWtmVNLVHcEIGsRnhqHbW4H3q/VbmZRXjGNJTMvmDVfOHrFA9jdPncVfDnsFn8cUFPKr/V5QfcRM8vPrX48Ql+fKLIVipFGi6iJGCMHbi45A2P3y+Fu8jB1D6hiX+vN4prclnRwUxpfNZZrmCSeRcw9j8q52Gznw0bkxvrZxFQC6FEQPeHEnbZ0R5syqYcNxd5n6wnG1LJkw/Kznr5S/7t7PJx78K+B+6T363nupLVSJCy9bEn8F0ysm/oa859kVnUbCcYWQXxuaZ03QkeinMliDIXzk+wq4ouRqzyoEH7lhKUnLQgBh3ccLuxuHHA354QAN44owbRtfKNsjK4Xg6FKDQz2u12xJvh+GFC9oyC3g33/j/d0lTYt33jgy9faW1TTw9hnz2NTWTMjwgeHQGPdWPj7XfIQtnS3MKx/dYHrFhYUzCmVqRrr/CxUlqi5iZGoLJFdm2jcFH2JV+I0cinXiAybn5dCU8NYD/qqzhy/WXktQA0QIkfPurP7eM2shRcEQAV1HT8BXNjyVZS8UAVZ98X0EfQYBwxi1t13Ttvn2Sm9lV9y0+NfHnuVHb7pjVM6vuDCQyZXI5AsgY2A3Z9nyRRtfqy9Hs9tAJvl2b1WWPdeXxz9N/TKaOPUU9V+27mXjEbdPDRhXXsSRDnchR8CvszvZRU/Cfck4PtBPQ2EhR/v6AJhTVcnWDm9qfFNXCzWF+TT19RMwdIqsAEMrX/7v39bymsXTKCvIfQV34/R8ael1mZ8fPryb9R1Nmfb4gmJmlVad6jCFQnEOUKLqYsbcmtXUhOTfa/chrB0ILJ5I3UZTwrOHjUL0wm+h6cFTdufTdN4yZXamffi6bn7z1GbArSX4gTuWUZRzbgrBngkJ0yKSzA5sMVT81mWFlHFk/7+Ak16RqlUCASD9uTBmYVheBv+3FGzlK7EarLSX9o6a151WUHUMRPndOq/6gAMEQj5eM38qQZ+BlQu/Ouj1bSOpLMklPz+AJR3XIzSElGMTaNAxcy1SWPgS2eetLi6gKPfUqUfONbeNncpfjuxla1cLIcPHp+ddpf52FCr55wiiRNXFTPhuiP0BbDfYHH0smuXFT1zje4xt/qvoTLmxINdV3EngNILqVLzv9ivICfkJ+AyqS/OZWHt+4pjyggH++Yar+OTDjwHudMzHrlaFYC91HJkgZbVgyxj+5Ep0p3OIsQ2Cd4JeihBBnFR2gHaFdpDPTvwUltaAX/NTE6o77XkKw0FqivJp7PJSjNw4ayL/cJU7RRc3TVZ2NHJ8oB8An9A42NdDR7qaQMgwKMvJoTPdnlFTzvY+L6XDllArZXkheiKup+sDt16BoY+OsBFC8KPrVI42hWK0UKLqIkYIPxT+P0i9CCKMNPdD3MuX4xMpavzF9FkC0zGx5Zn9usNBP++97cKoE/aaGVMI+X0YmkZhKKgC1S8CpJQQ+wnS7gBMRO6nEJrnoUmZB2ntfjeOjKNrxdSWP4gmPNHf0v8dWgd+AECBr4EJwoBMelsfIu8jCN2NDdLNndjdayC98lX4r6I+35sGeyn8hsGX7riOt//4jwBU5Ody9xVzM/aQz8d/XHMD/7N5vVvw2/DxyH4vGDxuWcyvLabBLsCRYIQBr+oNEWkyp6oSoQuSpq2CxBXnHYdRiKlSnirFxYjwTQPfNLfhRJHJp923eKDFmcyL/Y2Z5KAPN/+e2QXzKfQXna/hnjVCCG6YPOF8D0NxJqReQEa+lmlKEUbkfSrT7h74b1LWfgAs+zi9A9+hpODTAJh2B+2Rn2X27TePEg1dQa69B0QAQrdlBBWA8M0gGXoHg8lNOGgUhu49o9p7i8bVseGLHyToM06ZGmR5XQPL69yVrr3xOC8cO5qJsdKAw329tETdbLhFoQB5wQAR052anOWrYPtBL6rqq396liWT68kNBc5ghAqF4mJAiapLCKHl0hr4LNt7nyEldTqdPCTeG3XCibM/uptFxcvO4ygVlzLSGQCnF2QcGf12tnHwpzhaJYIUthMlGv9blnkg9gDx1CakjGETxJGJLLsUAoi5germTqR0EOk4KUeaHBp8jKTlpkXolz4mBa88I69QzjATdBaFQvzLiiv54dZVBPwaJb5Cnm/0gsF740lWlNWTshyEhECHGJLoBDr7B9l1vJ3Fk0Zv9axCMRSV/HPkUKLqEkJKye/atrI/6tbry9VzCOlh4rY7F1EWqGB+0eLzOUTFJYyUFrL7dWA3uht8C7N30CdA5MtIXO9OQWAR/UlvVaehVxBPrsq0CwJL6U+6yWr9Wr7rpTqBuQnif4TwG5BS0hX9Q0ZQAQwkV9Mbe5TinFvP8VW6WOFWjOq92ECCYkJGIXHLnZoUEo51DHC8343Bqgnl4jd0UpZb/mbO2CoWTTx9jJdCobh4UaLqEmJfZDf7o94XT9QeZGbBbMJ6mIAeYF7hYnShfuWKESL+oCeowF2dKqpAdgNBTsQ7naDY3o/uX4ImJIgAXYkXsuxBp4W68GIEDroIIcy1WfZ1vS+w6uj9mE6SOXnllGVZBSHfpHN3bUOIWjHub/LyTg3QwxXj61h/JIpfN5hYUMyGo15y0OZ4lNcsmESuYxD0+bhjyXQVV6U4rzhy5PNIOaqgsuJipyxQgV/zk3K8mn5Xll3PzII5o3J+Rzocih4j5aQIaH4m5I0ZlfMqzh8y/iAy/meQcRAnryw1QfOBnQJSoE1kaK1iTa+lyPbKwyT884mmvKz/5b56/NZm7wDfnEwakYTMZfVAOynHjWvaEmnl1UXzsNL7l4TvJOTPFlVRa5B+M0LSTlETqiSgn109vn4zSsLOrpuJTxAhBXaK/JQfXQhs6X2rvOf6RUwrLz+r8ykUiosHJaouIUoCpdxW/Tr+2HQfAONzJjEjf/bLHHXuWNe9lW/s/xEAhjD4+ux/oSZcOWrnV4wu0okiB/4TZF96Sxi0EnDS6cR9c8H0Unxg7gdR6O0vsvM7lTjNCN90NKGjE8I/JO8UAE4EkfsJECGakpBw7h9iFHSLa1lW9TU0EcKnlWQfKh2+vOtbNMaOA3BL1XXcOya7tM1wqQmV8/q66/ntscfdy5QBNh/zytIcifaxpL6ODUebAcmtkycrQaW4oFB5qkYOJaouMa4tv4mlJVcS0AOjOtVnS4ffH/9zpm1Ji/859BveP/5dJG0Lv65TE774Vh0qspHOAKQ2gowhzd1DBBVADIz5IAdxp/pOXn8XAX0q2Jbr2Trp8WPoxZTbjXDCwWNMB2tXxi7Cb0bk3AvAxLCkvn8Px2Kup8snAiwpvZuQ79SfsXXdmzOCCuCvrc+wrGQeY3LKkDKOrpUgTvp72bj2ID3dg1imzU23zkE3vMDbN9XfQG2onIDuYyAG79/7ZNaxTq5JaKxJwjbpyu1FSqmm/BSKywAlqi4xNKERNnJG5VxJ2+Kdf32AztggFhbjx8Wz7N1xwQ1PfguAXCPAn6/9IOWh/FEZm2JkkNHvQezn6VYBiHyQJwpOBsDcBTJda04Ug8hJiyzAmA1DvU92G4hQWmAB4qSyLU43iAoQBmhFEH5TxiSE4NXVH2Jjz1/wiQBVoYnknkZQAbQmOrKvAwc7+h4O97sxiCX5/0Rx/ocz9iMH2/mXj9/HiRm8RCLFa9+0JGP3az6urViQab95aju/3eNmZffpGkdTnSRsE4B1nUd58Oh2Xjtm9LzGCsVLoWr/jRxKVCnOmvt2b2d187FMu7ZvDOS4X5pSwrGI9/GKWkn+Y8ff+H8LX0cyHY8SNka/5I3i7JF2C8R+M2RLP+jzQfYCPtBLIbV6yAE94F8BmdQIQwKqAGSnO0XodIGTBJldigjhA6fJ/TA5rWDtB9+MjLkkUMtNVe8b1thvrb6B5zvX0ZpwV8beUhpCDFlN2DPwTfLCt+EzGpBS8vP/e5YhIVH8/H+fpWFSJVKAZTksXjA2y/P04fkLifgPowkHZJC/HvMC1QE2dB5XokqhuAxQokpxRqxrOc6Bvm4SlsV9u7NjXl44HGXxuMXELBtHSrroyrL3mO284UXXG1Doy+c7c79AjjE6NdAUZ4e0DiF73pkORM9xvUbS9HYQGliH0zv3k1WPDwOsvUPq9dUAPiB9vDEjO+aKkHvMiazpWhHYJ6bsHGT/56Hk/r+bphsOfs3HsqKb+fOxnViOZIxvc5bdkQne8czjbO6MErdMXu1kx0DlFefwyS/cj5Ne0vT5T9/K9VdPy9if6FjNoZQn0uaVzmBzlyvgfNr/Z++9AyS5ynPv36nQuSfntDM7O5tz1mqVAwJEEsnkZBMM2P58ubaxMTbG19gX2zhwMQZjbIIJxkQhhHJYhc05z+7M7OTcM50rne+P6unqWkkgiZW0SP38M1N9qqqrqrvrPPW+z/u8Ch9eufMZH3MZZTxXkM9DpEqWI1VllPGLkchl+c2f/4Ck4UaaNja0AF6/tE1tLTw25kWutrc0c9RcaJsjqQzPkS4ELRLmPN8Y+BEf6H7L83T0ZTwbyOQ/ulEicPVT+mYwXe8oRA2YR72VnTHQNoN9HkQA1E4otUFwhguRqywgQF5UQWcPgL4NZNIds2cuOpgUnuDqmcGwLb5wYg/DGdc76o+TzfzHxnqkdAnfseSt7Br1vsuPrkrQdSRMat5NTVa2VzN0xuvn9/kv3UfnqgakDikryw+HH/S9XzA8zrt7thLWdJZW1tMWrXpWx11GGWX8eqFMqsp4WrAcm385tKdIqAAOjI+wvbWNjG2iKQpj+TnfNntGR9jRthjTsdEVyWTeH9kazPhTJGVcXpBOGvL3+V+0hl0TT0xXD2X1+seFcNN+EnccBc+fSnXXXyBp6hLc9tgFoqStAHO3ty91mX/Xsd9FXFQx+HTx06HjRUIFMJEXnEy/gqtrehFIvtK3HkgWx2cVgxXv6GR2PknetjEu+MmcrFS45c6vYkkHkNyyopGBrCeEv6l5A+/svPlZHesvgizkJMui9zLKuDxRJlUvAkgpyRsWecOiMn5pdUr/3vdt7hl/CFs6VOc3+caiAZ2TqXHmDDf8tLWxjcG0N3FtbGjh8QkvcnVr1zIGTc+X6C0dr7qkx1qGi5+M3Msdow9gOCZX12/hXZ2vf1b7EUoUGX0/pD/vvag1g1nqHbUFzAVvqQqwTnhjdl9JZCsI+tqSdQG7F/Qr3ciUUEFa+GCfhtgfINRaEBEI3vSszgPgqsZuKvQQ86b7XdWRXF2xC810v58f6Bjn9sHXkTLd1OSKSCN7z3mk/2yTINirkTfcYwxfX4GVXSBhgtMjQSpqgggUYlqU29que9bH+mT4oy/8hEeO9JEzLP6/37iGt9686ZdvVEYZT4GyUP25Q5lU/Zojlzd584f/jelZt8Lqbz/xerZv6Lok+x7PTRYJFcBs4ADLazdzatpNk6xuqmf3pPd0vndiiLV1TWRNE0UIpox53/5+PjDDjYvWYzmSoBpgWbz7khxnGR6SZprvDt5BxnbTVreP3MeVdZtZElv0rPYnYh9EmgcLYnPVbQ9TgjljnJ9lX4khJR0BybX6zy7eQ+Fv3qsCLB1zLni6KW21f1jfhIi+75JEZepCMT6+9jq+e+5OKjS4rSWDJj3C3xC4wJ+sT3EiG0VXJOd7dUpjcCNWmhuu7WBuPotlO8yoflF9Mg9jYzUYjo0qBBeWz7Oy+tLoBQ/3jnDvvrPF5S/+4FGu39RDU+1TV9JOzqeYz+QxLJvlrfXlyFYZZTxPKJOqX3P8z88OFgkVwN996W6+9rl3Ew49uVu0lNJ1pZYZEEFEYLNv/Hxyiu/07SdrmYQDiSKhAkBIlnTYmJUOhmOhqf5qroBQGZqbZybvTuhXtLUwVJJyWVvbxIMlmqtv9D3Gu7vLAt5LiX2zR4uECsBBcsfoD4BZDCfP5uqruLbhlU9/h+Zxf0VfqaYKeDC/jpNpV6h+LgNrGq+g1nmsMBoF67S3rXXCbwiqbYBSx3TrGHltCzl7FlsEqIh+mMAlJAO3NRzmdeGvAeAoTeTtAOCmsx0pmFBHcfRx8kBHZyd7+hZhOu73f1m8hj1HvQeI1rOVqC2ea/rimkr2T7sPEbaUfGLfz/jvG96Fqjy7prLHzo1y394z5AyLqXk/Gc3mTT7z5bsYGZ8jl7f46Nuu5uYrVxTHp+bTvPKvvkquEFX73LtfxQ1rlzyr4yjjxYlypOq5w9MiVUKIZuB3gW3AZiAGXCelfOCi9SqBvwJuA6qB08DfSCn/62m8x2bgT4CNQAMwBxwC/kJK+egv2PQlh5/df5xDJwbJ5S1GJxK+samZNPOp3FOSKvL3IxMLZegK1P4PQl9VHP7bY/dw3+gZAHQhuHZRAxN51+Mnqlbx+NQIpuOSqVPWOdpjjQym3MlkXV0ze8aHivvaNzJGV101KcsgoCjM255mBeD/nbqPiBokZ5uoQuGtXdvKT9S/InbWbeL7wz9nJOtWnoUVnbHcMbJ2CoDx3DCrKjdRH/zFTveudsdEJv/eP2CeAG0NABkZ4WCy3zf84zm4qWIdDpKoEqHW9vfrA911XZd5t/Ow7z3hQG6GlOk2Rm4Vd7I6dGlIt3RSyNS/FpcVZwwtsAnL2AMiwmlnJxP58eK4HeznLTu6SefyhHSH4cMapQrA4b45Xr69iayewZI2A7P+qOxQeo68YxFRnnkrHMeR/M1/3svpAfd3F4sEqIyGmCtUeXQ2VLPnsNc8+h++dj/b1nVSGXNT/1++Z0+RUAF85gf3s6m7BVWomJZNTUW54raMMp4rPN1I1TLgD4Fe4Aiw4+IVhFvnfDewDvh8Yd2XAd8UQmhSyq/9kvfoLhzPl4FRoAp4G/CQEOLlUsq7f8G2LxnMJNL83ZfuJpd3b5otTZWoqoJtu0/Ur7l5HY11T54WkNJBpj5X8oqDk/hTRsJfJutYDKZmi4QKwJSSXK6R5fFKEJAxKjEd72ZuSZue+jjRqMB0bMRFD+UCyIssc04KHNgcamM461VYLYk38ukjtxeX43qIV7evf3YX5iUGKfOFKjqJUDzTS13Redei1/OtC3cjEDSHJUNZT/xtSZPBmS9QG0oAWUToNYjwrSX7dZAzv1Go6rPdyFIp1Eaw3Iq/CLA8disnUn3F4bVRyVTefb8ZoCKyGd1a0NGFXK+pBRd28yBoK4s6rDF1A6mcV004nPo+jZFbiAaXYDs5InoLqnh2/fpwxl3tVgk0dRnB5m8D0JQ5i5j+I2SxulDS0byfREFzFd+4kf0nmovbdi6LsT9/ougesaiincGSgNJvr7ySiPbsjvXhQ+eKhAoglTHYsrwdx3QbfyiKwhBeZeTsfJa//Na9zOSyZE0T56IKyVze5FV/+O9k8q5e7Ct/+CbWL2l9VsdWxosD5TY1zx2eLqnaD9RJKaeFEK8FfvAk67we2AK8q4RA/YsQ4nvAZ4UQ35by4hpqD1LK7wDfKX1NCPEvwHncKNlLllSlzTwXMjNkLZMHfnKmSKgARsbm2L6xi6xhgpRcv8PfRNa0bd790/9hNJVCOjnuvClNaf3UY/MNfOixfwLc9F1TuIKxrPfUXRXJcSLpqks0gtQHm5nMu1GPKj3K3qkhcrZ7PFNqirpQhKlcBoDNrQ0cSnoT7unEJFWBCPNGjqDQiqLhBXz2+J1UBTVMx0JVFK5tWPsrXrkXJ6R5Ejn9GndBhKHuDoTqTZK7p89xYMaNGMZUnfW1laQsNw0bESprlbsg707K0jgIge0Itc7dOP/zYtNiAMzzftd04Xfrf3loL7a9jKACUUVFs+7xTelD5ixdgS2AcBsuGw/5T0bEQe0GDAzH35BZSjg0/fckC7YcS6vey+raj/JsILRuZPQ9kP63wishlPiHi+NtkR62176cx6bvAGBJrIuEcaQ4rtUd4IZr30rfJGgBhfiKHKMlX9+B3CC/vboBXUmiCpvXLOp8VscJsKKzkWgoQDpXuF1Kydxkmr5Bt6dibXWUYMATzTe3VHH3ibNFs9Lm6jgBTcWw3Ijy8to6Dk4OF/f/f752D//1ybeja2q5fU4ZZVxiPC1SJeVFj3hPjitxa6O/e9Hr38YlXNcBP38mByelzAghJnGjVi9Z/NXRn/HDwUMALA03uFXrhRtoNBrk8OlhMln3BvyFbzzEFz79FhTFvVF+99QxHhnydEyfPXEjf7ziPwB3H58fXAYkADCkTV04zGw+TUjTWByP0p/xeq9Z5FlVHWE6U4sQCkER5MF5jzRlbJOdLbXMm1EsaSN0v+YqY5noVi1zaQlIuuIRKHni7ojF+cTR/ywu/82693JF3QrK8EOm/rFkIYuc/xRU/StCCCZys/xo2MuWp2wTx+mmRp9DCJVXVGZQZEkFnpyH7Hcg5hIMmXvgonebA3Wda4PgZPHsEVxUaAHeGnsYkEgpOccSUqZngtmoN/kr/tQlbtUfALr7f6EBc7scZlTvLpKoWHAdE7lTxU3PJr5Ge+zlVAafWh+Uzz+O7UwhpUEk/FpESfhURD8CaodLRNVWhOo3+Lyl+V1c2/gGdBFkOHOInwx7pEpKGGhOcTriHusGpdm37fKKCFK5CwMJEh6ZCnNr68ef8jh/ERpq4nzoDVfyD//1AMGAzpKmGk6c8DyypmfTbFrfQdo0URQFKhXO9XkPQqOzSa7q6SSVyWM7krl5f/uosdkkr/3kV0mkcziOwzc//jYWt/gbUJfx4kbZ/PO5w6UUqgdxrZAvjkZlCn838jRIlRAiXthXLfAuYDXwF0+xbhVPJFxtT/eAfx1wPjnJjwc9f6czoQmu2tHD0NEEekCjrbmKA8c9Ae3R0yN87XuPUREJkcuZfNM65dvfV07qjGj/iznTIu/ApHVxRZZJIJjGASbNHO3hKKmSdRLZEPumXHVJpR72lalX6CEOzlwgU+h5VhMIE9OCpCw3R7K6YhGPjy4oUwR90xkiwQAZ2wAkQs1Qis+d/gGb4yaayAEaIrDx2V3EX3NIKdk//SVS5iiOzHGNetAfWLcGWGhgrCsaIUXHdLxopkOQQ3Nu2nUmq7OuLYaQqcKoDuHXFdcV8d9B5n/uFjKAW5FX2q/PmcHnml7iei6EoE3kOadUoQqNoFJFxCoxB3U3AH2j+1dEfJErRTgsC1aS0rsAkynHbw8isTAdv3apFKZ5homp17NA/KRMEou+yzs3JeLrH3gxNEUnplQBsDh+BT3xazibdE098/Z2Ts5NF9c9ODPC9oZFTORnCSgqV9ZNkTC9GN2p+QfYUvtGGkPPTiAeDwQQKQeDPLNaBk1VsAopfglM5bKcHXI7FrS1VKEqArvg9t5cGWf38YHicldjje9BbHlnA/vPepGrv/yve/i3339T8UGsjDLKePa4lKTqNG4Piq1AqTr1qsLflqe5n6/iRrbAJWhfxBW/Pxl+D/izZ3SUv2aYzKWeoJGQEmZT7tNndZV/4gmHdL73g30kU+6k17GzGeLe+ObOJu4e83RRG+uamTEWSJNEV71IxJyZZ6XSQQo38lCpNPPI2GjJeJZNVYtIZmxUoVAVC/DI1Lni+IyR5ZrGxWRsA0dK8nn/eUxms/SoTeTTKfK2iVLvF2VdWZFCnX1D4ewF1HwXEXjp9U8byezlyMzXi8tN8eUsF48Vl11TTBWA6kCcDy55FZ895QaMq/UI/ZnzxXUH8iaP5K5hW+gAjtDRQtejq95PU6ityOgHIL+r8MpF3lHOGOhbXXIlDXBSvuGggKVqFrfPX8qNDNlepBSlCsw9hQUN1Faw3QleSo20eQq7YA5aJc8yqS0jY7kC8sbwDurCT02s5+Y/S2kkLTH3V4RDr0RdSG0+Q9zQ9P+xpfataEqQ+0aHgTt8447IMm9Pgw1zZqVvrEpvpi7Y+aze1zRtvvIdL9o4OjHH+hVtHDrppnR7ljRwYmiyOD40kmDThg5mchk0RSGuBJgY95ILfeMzXLm2k6xhIiWMJ/yf2akLEySzeSqj/vRrGS9eODz31XnOL1/lRYlLSar+C/gk8B9CiI/gCtVvBn67MP50XSk/BfwrbsTpHbiPxTpeQ7FS/APwHxe91gY8/AyO+7LGtvouXtW2lp8MuamIZquSk3u9KqXT5ydY1dPM8bOjBHSVlYsaOXzEi1xd2DXKNe/uYE4z0BTBnPBncvdPjnBFYzd5ywYcRkpcoQEG5yW9k0vIWRa14TAhNU3W9nq/WUmdoxfcJ+amygihCq2osYqqAQ7ODpE03Y+uJVSFrqjF6sGNta3sG/NqqoYmwmhxFUvagOS9DSdKupJI5PwnkFVfRGAAKkLreLaX9dcKh2f8NR6PJ3tZUrsTjTygIAM7fZGrq+ta0LrPIMmTc6r41pi/0k8oaYbNQoWnk6M1/vsowp1QpTQg+z3PO0pdhK8fn7aihBQBahelrumOUldCoiwstJKbTG1R5L4wDtWgVQEqaRHBynrSSSFyNAWamVI7kNg0RK5/wrX5xF//kKMnhsnlTf7+U2kqSh4gFKUaRXlqL6dfhqAao16NAXBbRyu3D51g33Q/AGuqGzif9lLft48meGtHF0lzEF0JsrP+3ajPokchwMjEHONT/t9pXtqEG8Kuya/yxOlq3sxzZtyNpK1orPeN1VfFePzMhWKka2V7I0x6VidvvX5jmVCVUcYlwiUjVVLKMSHEq4Gv44nK54GPAv8JpJ5q24v2cxQ4CiCE+AawD5c4veFJ1k2wIAgq4MUouvyjNbdwXdMyQqrO5JkUn7P9rUM0XQUhMCwH0/bfcPWwyjFnlJlCZGtLYyvgpTE21Lbx2LgXSbiyuZ0TKS/aZOVjpEy3Emk8k+aKlhYOJNxIV5Nexf6BseK6Y3MZdjR2MGYm0IVGUzzKY1NelGQkl+Cq1h6ylkvKkhm/5urcTIqN6kpmczls20TniG8cacPUdQWepUPdTxDa4l9+AX/N0RW/nrHsoeLyysgiNHOXt0L681Dxx8XFs4l/IW+7n5HCGNfWLufuKZf41gdU2pS7iqkg0zpHYu6fqK74sKvPyv20pIkxbj++wM6CcadKsRlycbwPAjtAppCOhWOP+YalM++K22UayICIFaoWC1AiRZIWJoKq1GE77rE6UuVCfppUIVI1Z1ygPX49IdWtdtx/ZICHHvNMMT/zT+v4zJ/sx73tQGXFxxDPoFpQOhnI/dg1OlXqfFWRQgje27OMzqoLSGlhOw6jvn7hglWVH2VH/aon7PeZYlFrDa+/ZT3//bODxfeezGaYL1gqnB+eZv3SVg4VUniLu+o4MeJVC54cn2RLTwvDk/MEdJX66igT57zb74nBca5cvoh83kIAr7niVz/mMn69UPapeu5wSc0/pZQPCSEWA2uAKHAYL+139ik3fOr9mUKIHwGfEEKEpZTZX7rRixBVgQgva3VvfLJR8uhD59l9qB+AmqoIJ856E9mR3hGWL26g97x7k227tYlzhpfu2zs+xOamNtJWHk2oJAz/JX10dJgbFnVjSwcpBQ/1TfvGx+Zy1BmNGLaNboUQYs4TawBmVuXcmLtPs1ZBUUUxfRlWNI4mhovv2RWpK+38xqb6FvaPe+nFvzhxHX+54qvem/v6vpnI+T/DrvwP8nkLR0riL9Kn7eWVr2UodR958wJBRWN9MO1m1xaQ+Roy+h6E2ozlZBhJ3+Xbvl7bz5LoDmxpsyiU4+KfUcA6gJwoWCdc3I8P4RKrYuTK348PdSkYjy6siaqtwHa86KOmdZS0tcmCsgSchdRVHCyvEEIlQ42+irRdiSICTMpOUnlv3HDmuTDzD/SE65Eyy70P+MXiF4YVvnjhw0yo8+Qdh98JrWLzM7Fkynwdmfo777y1DoTuVqDa0uaeiR8ynne/n0JeoD2yjMGM+/tYXdnJFXUrn8Gb/WL81lt2UhEPEwxooMA//o8/+G4oDk091RiWTbA66Lr6lSAvbMZyKchB9UXO7rWxMIeODRarA//j9t386ftedsmOvYwyXsq45I7qUkob17QTACHEjYV/73vSDX45wrj36zjwkiBVUkr2TQ6Rtgx0ReHKJq/tjBCCP/jAzTy8t5dQUGdqJsW/fbfEG1UIdu7s4f/+2esJBnW+2X+ABw95pEpXVAZTCSZzro5qa307fUmvAm9jfTN7Z7zo0tbmpTwy7E2SMRHmSNKNHEyQZltLO3uG3CfmhmiUgxPeuuem57hyySLO5kYJKRqdsXoen/COpS8zxTVtS0kbFgJBMu/P8H7zvMJ13TcjRRJHWtyk9PvSXKcHHN7zd24lXCwS5Nt/8y7qqmNP+zpfakirr+CFpCD01b90/WewZ24I9YNW8BBTtvhJlb4GFDfFpykRFle+g97EV4rD/cZ2+jMuKRrMwvbYzdRyp7srESdslzzv2L1+1/SLXc/t0xC4ApwE7u3D/zSqWCcheC1CZkFKhNXvPxV7BJRWIAdSB/yFElElQtSeAAkR8hwXEayCaF4AXfIRZMqNrL7thiXc/fBNRWuBxdsqeDznObj/09kf8OWqboLqL45WSWki7WlIf7n0VeTcpyD2EZBZjqfmi4QKQAqHLbVVvLnjegKKzsqKRZc0Sh4NB3jvG68oLp8YnODuPYVzEzBt57gwnQBgJJFkdUcjxwbd32V3Qw3HLngSgcMDo6xoq6d3dIpgQKeruprD455Q/ScPH+cNN6xnRWfjJTv+Mi5vlCNVzx2e0zY1Qoh6XNPQn0spT5a8XgfUARekdO+YQoh6KeXkRdtXAG8EBqWUE7xEsGusn3fd/63i8ndufAdbGtqLy031FbzxFa5g17YdHj1wnhO9brSqpjLCb7xqC+GQG9V534pt/HjgJCdm3ZvsxoYW9k556b59U4OsrGokaeYJazqm4s/Snsmd4x1LrySs6YQUjX/au9s3PpFLs6qyAcO2iUcCjM/6t9c0hzwp8g6kbb+sLiA0jk1OFn2tVtf4b+pvXSEZyXsT+jGtmzWK9xX50l3XsZDqSWXyfO7rD/B/fudWngtIKfnIl35I7+g0OdPkb999K1t6vM9EmseR0wtVdAJqvnXpqhVzd7immQswD4LaDvY4iDAi9vu+Cb2n6v1kTZfcOsT41sSob3c/na7g461XufZ/IoQo1UgtHL+IFPr9PYm1nD3iRq8AtIsKB9TFKEZJalLfAKZH2tG6fG1u0DeWRLIivrY2ESZZF93B6cwFgkqAnnALquPtu7m2l0/+9laSaYdw0ObeyoDPgHM4O8WxuX421fi92xYg7Qnk1MsKqUkN1GawS6oLRQiZ+AAAS2WQusB1TBmeee3rWl9JW+TZ9VR8pvjIm69iNJcCAaGQzq6z3sOJABRVsKKrEcu2qQmF6RstueYClLhGNiHJYuDo/n1Xx8N0NFZTRhll/Op42qRKCPGJwr8LxkHvEELsBBJSys8X1tkF7MIVqTcBH8BVsX7got19BLdq7zrggcJr3xFC5IBHgTGgHXgPrvD8qeugX2SQUvK3hx/wvfYne+7gC1e+gZxtoSsKy2o8IaqqKnz8Qy/jrl0nCQd1Vi9tKRIqAE1ReNWSLrThJKa00VV/BZ6Cwud3vIGOmHtT/buTP2Wg3xOLbK1bzF9s8VIDs2mDr504WFyuJszhyUL6cQa2dLWyd8J9Cq6LhjiZ8W7+velRNtV1sX9qGFXAmng7j5VEwY7NjHN1ezsZJ4uqCDY2PUSp7OpQupe6qi0gM+QMhaPn/Oahp/rHueXD/0I2bxKPhvj2Z95FLBL8hdf76eLeI73sOtlfXP70d+/le3/4dgKa+xPyt3ORyPk/hdofIsRFM9izgCztnweABZV/j/IUlZCaEmZj498Ul69Ofo37J71o5rsasujWIW+D0n58hME661kqWMdAXwdmwVZBX+83B7UOg7bRTemJgEvGSmEeLGiy8m5G0Tp50fh50JaBNN3trfO+4R7doCdSaH0kDJAlonngytWPubouoNVcw+7eLpyCaL4n1saG6qe2NJDpL5Q0ebbw19IUrkMBAZHnzdXz/HCuAVWoLIp2P2+ECuCBU+fZs2BHImF5Sx1nRqYWFpkz8/RNzhbHlzXXcm7UTU12NFRxeNAj1nsmRljWXM2FUXf9d9+6jWj4WTrVl/HrCSmeex+pcqTql+LTFy2/t/B3ALctDbjO628CWoFZ4KfAn0opR/jl+AbwTuB3cPsGJnCtGd4hpXzwGRznrzVsKYvVcQtQHJUbv+NqizRF4adveIePWC3uqOODb72KJ8OskeZr53cVvKBgSiRpjlQzmnGri968eH2RUAF8qOdG7hs7wayRJqTq/PbSG337+99brmI2n0UXChFV51t7j/nG57Nprl1dgSNtwlqQx6fHfeP1sRxLlFls6RBW/FVKuiIYFYNMWu6xnUt30RzyCMXicCdzJeaU73j1Kv7l21XF5YqKMEPnXXFJzkjxhe/u4g/efcOTXpdnitv3+snAwOQMtw/8BY42ieVkuS06ctGPSeI+T/zqENEPIbM/cQ04AYI3PyWhejK8bdFt2OZJoopBparQIX7qX8GaAH1L4c1CYFxcPBtwrQ+kwZPeMuQcOAXNle5v0I26CHyRq80XRap6/Oag+paS5SBYXtEEzlDJuHCjZCXkcIl+lI92rGbayBNRJWvqrkC5uHfSwiFLCflH/C/aY25qcoFoCZVSN5M0MQzHJX39qRFS5puJ6VVPuv9LASklpuMwn8nxxXtKIsQCUobBio4GNFUhGgryyPkB33gsEmBjRwuOIwnFA5yfSxSHHeBNr97ETauWEArqhALPacKijDJeUnjavyb5NGitlPJ3cVvK/LL1/hz484te+3fg35/u8bxYoSkKn9n6Cm676z+QFDTgee9jshyHjz94N9977VtQnoaG4+cjR4uECsCQFq/v6mFrTQ9hTWdllT/lFtGC3H7tx55SHxIPBPnn619VXJ6bM7jjjJeaaml3OJ7qLy6vrurgWMKNXFUHQgxk+7GlG0kYsk+xvmEdhybclN629nqOZrxJ9FsDBv9r2RVk7RQ2QRrUk9gltkkbV3+FKzb+Hdmce6zHz/krz/aeuHDJ2nD81s1befD4eZyCKP/lO2HMergYNHlEbeaawAALs7CI/V7RO+pXhVCiUP15ME+6buCBLc9o+xgjfKj6+8VjQ1vjtzbQWvzEpqQfHwTAPl90PceZdCNLC9EzbS1YJVWa5j5XvG6PgAiC8Ps3Ye53fa6wQSqFHoOl42fdaJi03fe2DvrHpYPrsGJ60bQS3Fqxt8SxfRQptz/p5y+EgPgfF9N7AOjLLnJ/X1s8b0OGeCjppbZzTpqfjX2VN7b/f0/Y96VAIpvjpi/8O3O5PELC0kgN0ynvfOuqYhy84D6rKgI6aquKGiskZOYMzo24x65pCq0tFQwXmj4vbqjh9dtWoyqXhvSXUUYZHsqPKJch1tQ2szO0lMlkGstxSNj+NJftPP1Wla9oXce/9T7IVKFfX0wL8sGl11AZeOqyqGdCQj55/XWu0F1ALKxyInPCNy5J84r2GhASXYTYPeNpooSA2gpoMkLkbQtxUWpSFQrfGWxmNJcAoGnpKpYHvf33Db+cR454QdCNS1s5eMoT4P7m6664ZOLhVR1NvP36jRwcGEFRBKvWPEKpk9CJzCgnMu9lyrAxJHy0chNNT7m3Zw6hr3EF6c8CMvUP+EIu9hiIJjcSI6JgXmRd4WQKEaeCtsq4KFAsKl2/Kmk+Md0HBe16CmQKxEWWF0prIVJVsP7wRab4JZErHZwLFG0d7DOgb3KJGjyRLBqPuxYJ4dc86XURoeuQode4BFDKYhqxuLl5jt32OizHwJQ6huPXlz1bH6qngy8/tpe5nFu4IQWYYQdFCBwp0VSFoVmv3M+REFAUumqq0RWF2lCE/SVdFizLoTUUp7U9DhKuXrW4TKhe4ig3VH7uUCZVlyHuOH2GXec9MfnKlnrGSmy+PrZ159MmCxV6mE+seTX/PbCXsKpzVcOyX0ionikGUgmOZgsRoozkyqXN9KY9otNZAX0ZN3UmJXRFu+lLu2mskAizd2yalOlOVo8Oj7C2uYHzabcmYV11O4cTXlrjr89E+eLa9Rj2LJaM8oN7t7MgVAc41DvCphVt2FIS0DWu29xzyc7TtG3uOt3L4Iw7mdUc72LpKm8CF8p6flJiZPov577Hn696/+Xhm3ZxaxehgzNeiAZxUT8+QG0oMfgUrsFnkXBoYPeDU6gbsfv8runaKp9Ngiuq91zTUWrdNF5x/IjbCgcJ6E8SuTpXSE1KN/JlXJSyA7fyUeZxfbSeZOwpIK3zkPsJHsHbBI6nJ+wV65nOHyouL49dw+F59/uoCo3rGt78lPt+NvjG6YMcnR4ja5n09s76xsbSKVpqKkhm89iO8wRSVKEFOdrn/q5G9TnqKqJMzbtpTAmk8wanz7sPNGcGJ7l103LqK1+4StkyynixokyqLkN87aA/5XFieJLraheRy1kgYUVV/VNs+eS4tnEF1zZe+sbEUko+u++hklcEg+OChupqVEWlOhigP1NCPAREVYP1lYtBSPK5So6aHhGRCCqUKtqCKoZjo1w0SdoIPjuwk9FcwTm6OQTnPcLQ1VLDvtPehP29+w7x1pdtuiTn+oP9x4uECuCufbCi5zqc4CyO1OlN1wLeueyZOcFfH7yHVN4hb1v8yebrqQ493aYClxai8lPIqVdTjPCojeCUyhxN3FtBwI1C+VzPC2RHWwdCARH39esDG5QWlyxhu5EvHywQNcAUkIeLoztKdUG8XiB4vmpAQO++KHK1vkQor7pkzSmQemvWH60KXIkIbnvK6yJTn8fXTMPcT1LbiikNbAn9aX/kyskfZGjuLRi2JKyFiKo1T7nvZ4r++Vn+fM89WIXU+IrqBiiphV5b08iBkn59bbWVjM25sVJNCCanSlKTpkV3Yw0mDgFdpak6zuF+T6ieyhl86ee7+ZM3XRq9YRm/fihbKjx3KJOqyxDv3LCB/SVVcRuqm9h3wiMLf/uTh/jrt778hTg0HyQU3dEXoCsBTk4lAFBEllf2NDKe97ROQTXG0Tm3qkqgsCi+jIGku35E0zkxP1ps0DyanWNRZRWjWXd8Y20LZ1NedVhv5zEaTy1mYiZNOKg9QWP2r99/lFdcuZKq2K9OZirDfmNRISR7MpKJhAVYLIv7q6calEX869EDJesLPnvlK37l43g2EFo31HwTZBpJEJKf8q/gLKSXM64YXW30IktwUb++gBv9WSAyKG6UqkjSwqDUewaf2go/STNPgVJTaMyMa2PglGjhzF5m5FIyUsUhTEdp1AvAGi2kJhUgBOZD/nECoC0tnEfnL74u+hpk7vbisiEa6c88woJQrjF0HYMlDwUnUrfy2ITn7PKlM4/wkRXX/ML3+EVIZHKMzM6RNS2+ceFAkVABnMxOcMOyHvdBCpgY8luV9E3MsLainmzeRCJJ5PwebzKqMFow2Z23LGLhAKmsl768etWLvxNBGWW8ECiTqssQr1y2lJ/3nuX8zAyqomCN+5va/vTAKX7vFTtpqoo/xR6eHyhC8JmdL+NVP/oadkHAHYsqxcZBjoSB6Vri8RlUoVOhVXBivr+4vcShu9akNtiKIgTxoM6uKa+M3XQclsYrWFEtcaT9hAy9ISwqqnTMNJhYLLmoLLyzpeaS9TS7eXUP1y7v4oFTbvTiqu0VDBteJOPU/Hl6IkuYzmZQ0Jidq6I01PDfvUfprq7GdGzyjsWHV7reX88XRGC9+xeQ4lPImRKXEq0VzIUqTQsoTQv5Xc/BAKXOjVgJzY1CmaUpuSyo6wuERj4xMkUa1BW4LT0NLwVZwLRTyZ+ONmFJC5D8XcdS4vJQybF2XCSqX1Fi0yBAjnmEMNuPDN+KCDxFtDLyDsj+uHB+KhM0AP3FYd14iKz1GhKGjukEuWPY3wLqP3sf54PLrkJ7Cn3Sgwd6+dtv3E/OMFne2cg//a/bfOngj3/vTh487X6Hli+t8/moNugxHusbLLad2lDbBCWR0nWNTRwq0Q+u6W7m8EDB7V3AuOOJ2mfzObZ2tXDkxAiaqrCxu5WdKzuf/JqU8ZKAfB4sFZ5zy4bLFGVSdRnCdBwOTY8yNO+mtnbUtEGJf+OVyxa94IRqAStrGniF6GFsNoll2czU+5+oU6bK+FwciSSo2HTGK5g2EsVx24pzYNqdHMKaRn00xmTO3UdYVZh1eklm3OWQEqJKryBhustL55exf9jb19mJaSqjIeYKPdI+eNuVl0zTJITgr994C1PJDOGAzt7kAb7cf9i3zvG+COcSbjRga6ufzC2pquGzR+4vLjtS8gfrrrskx/ZMIQIbkaFXgT3kkhr7IscTZ8olTjLjhiNFsMTPCbcC0Vqw0oiDqAKZKNl+yGtrI6pcAiYLsn61x2+pICnpDQi3Z67AkgtRWcG/TNTye3WVGI6GLWJUWqcuOta067OFAkSfELl6bPj7fHusj6xtsrNxMe/q8dKBQmhQ+x1AIISOlvgM5D0j1Dmrg08fbMEoWJxc0dLE/hlP4/emzo1PSahsx+EL39vF+Ix73ruPDfDTR05w60633dSBgeEioQI4dWaKzdtaOZ+dIaBqdFq17C/5XA5OjXHNsg7ypvuANTLg70tzamCcv373K4iFAqDCR354u288XBlg3+d+B129NBWpZZRRxpOjTKouQ3z3xNEioQJ4LDnE5rYm5ueyBFWVD9741DqR5xsPnejj4cPe5NBdVcNwlXfDb6tSOJV0o1h5xyIgGlkIZcWUKh4b8qI5WctiRaCehlAUVSh0VsL5nDex5Jwcq6uXkLVqkEjSvRFK+3QncwZf+OhtLGuvf078dyrCISoKacBbK6/i4en9nEq6597MSu5OJIrr7h0ZZmldHaOZJCFVJRJUfU2W/u3U43RF67Clg2nbvGXp+qecoC81pHG4INAuQFvjT8Fd7HqurPfSdRe5nkMS1A2uh5bQXX2VWeKpJBNktCtIOTkcBHWKhlYanJLToF8BcgakyYTpj1yNWRofGdyEKU0U4AudAYILBA3cVGUxcqW4vlgFt3dbKvzVmQbOJN1I1qPj57mycTFLKjxNYmnD5aaK32MufTtGQXT/o7E3YDje9+vQxDjdlQ3YjkNA0Xhfzw7fseZNi288fJCsYZJN5+kbmfGNf//Ro3xr/1Fyhkl15RNT0raUzOTcL0l7rMo3VhMOs//CCHnLJVVbm1uYSHjH9sar13HLJq8v4+9cs4O/uccjmL9/3c4yoSqjiLKm6rlDmVRdhri4B54QAmMwy+ykS7T2HhxgfVfrC3FoT8B/PegX1feenOGarUvJGBa24zCe84t9J3MGaaOerG2QUgJENB3D8CbSSEBwMOESqUkjRHtVmIztTjQqGudTI8ya7qQaXzJN5GQDmZyr67p67WK2r3p+XK4VobAxcC2nRmswbYdMLEopwZMSHFOQTJskMemu9oua2yLV/O9H7ygu5x2L31y59Xk5dpn+ov8F6ygErnLb0kjpN9wEsPpAXQzk3X59/m5SrjXDAilz8kAIcKOFUkoGjQGyBaf0lNbKEiVAsf2NuhjMx4q7eluFxqfTDdgFAXlDsJVZw00JO8C/T3fzwerzCGxc1/OS9j04GE6YA/PXknVC9OXbOZP0Hk5M6fClMz9jXb2K4RisrFjJtlrvAUVRwvznwP/moZFBsrbNkuoqSj/TkKJzfjJNtmCW9vDIAK9Z7DVR/u/Hj/APd3hGp5uWNBXbR0lg0srRP+ZW9clRWLm4gROjrkZrUVtV8XsPsDc5yOrGFk6NT6KrKj3xGg5Meum+veMjbF3aQt6y0RTB22/wpzjfuW0DQV0joCrURaMsb3pmxS1llFHGs0OZVF2GeN+Gzfzw9EnOzLhVbjv0Fs5Mejfc/7x9LzduW0ZXa+0LdYhFvHnnOh4/49k/LFtUz2OnPFH95qpWZmNeZKMmUMFwoblv2s6ysq6ZR0fcCbgmGOLEvOevM53PsUbpJqRMogmNmkAVBxLeJJrU57jhdS1o0kTRHG5c5PXie66Rs0z+6fG9jKXdSVebSdBeU8lgyo3Sratv8tr3APuHxmiurWA0O49AElNCgBfR+7tDu1hVX4kQNrZ02FG36hmlLs/P/5hj01/EkjmaItvY0fSZp1xXhG5B5u/1XlAX+V3US72foOAdte8pxi9yPZcTSG0z0jyELcIk1W6yuceLwylrmGT0OuJkcS0QFNdctIAW9QzX1Gxl3LJwpM1E3m8HcSFvFNKNc7iVhdWF/118Z2wzf37U1aqFVGiIx5nILUS2JEI/zT2Fpt97ZvawNL6U6oDbUeDY9Bjf7vXSi6enp6kKhEkUBN/d8Qb2pL3v9qf33su1rYupDIbImRZfvrdE6wUMmSlWrG5GURXCIY2Hz3q/EwGEHJUNDU3YjkOoTudkqZepgGAjOLpJVhqg+vVc8VCQE5OTZAz3geIH+47xoZu9BsyaovC2zU/fdb+Mlxjk86B5kr98lRcjyqTqMkRAVfnyra+lfy5BWNN48L4znCkp17dsG8t2fsEenj9cv3YJr7yyhzMzE2gBgen3KWXfoVl2XLWOnG3jSMn5pL+327Q9xfKGEHnHIqQIJnL+H3rODnA4kQfyNIcVAqqG4biRAlUIZM0xpkyXfN6THGajsxpdee77mP38XG+RUAFYjqQjWEWjiGM7DmHF/9MybZu6SIiEPY/hOAQ1/3hLPMAnj30Jp3An+qMVb+WmpotavjwFLCfHsekvkrXdCNJg6h6G07fQGn2KyrTQq3GyP8Uyj+IQIqhUIkqzbuZ+COxwK+ikUuKuvjB+xk0ZYgL6E/r5jTmS3rwFJIlqMwVrDO8Nos4E2AUipi6mIJ8HYMRZwd557/3qAp2U+uR/oFEi5LT3glJZrDzM2FE+f7aChTxrzrao02rRQiq6UFlRqzBheKnJnJPjq+d+SEwsI2uZnJnxp+vmzTw7q7qYII3pOORMf8GIJZ0i8Q1qKj1Ntezu9ZhRS2Ml+wa8fn1Lm2rpHfOOPZXNc3688J5DkiVX1tKbdMcXxas4MDVcnJcety/QXVvH4LRLIJfX1bH/nBe5+vK9e3nlxhV01FVRRhllvHAok6rLFB2VVXRUVgGw8vUNPLTvXFH0etO2ZfR0XB7hfFs6nGnspS/mTuirjWU+Uf2S9lruLbn5X710EadsL9rUGKrh4IwXndpQ3cn+afeJvkIPcjbpRQZGs0l21C9mKDdIQNFZXRlnPO+lHyfyozw6dR/XNNxyyc/zYtzY1U1LPM5I0v1MVCHon0wwlnKJVjSgU1cVYSrnTrJrm+o5Meedy7nMCNXBMLN5lwD0NEjOZrxHu3/p/RFtwVYcKbClZG1t81Mey1TuUJFQLWAk/chTkyrgrDlLKu9+UN1KI1Wlg0qb60b+lK7ny5/S9dyRGhfyXkQmbV2gIbSVrOGm+JpDG1DsEhJmnyetXknCmsciyAPZTsAj3lNGP29vaiWizKIJkw71nM9aKpGZ5B27PsacYYMAO+JPnesyQP+ka+g5l9LY3BMha7ufiZRw/2COk4n7AKgNRIlqAdKWm5psj1bxyNCFIrFptKKEVa2Y/vvQ6u1UBNyG3UIIPvH6G3j9332dvGUT0lX6F9rGAAjIORY9HXVomkplMMjuk951QgqaJmI0a3GkI9GrFQbwDEAtHJpqYuSzFoZpIy+KAoR0jcrIpal0LePFD4fnQVNVdlQv43JFNBzg//7eqzk3OEUoqLN+6eWhpwL42chh+tLehH5UP83qruVMpzLoAQWnEigJADx8ZpKb1/VgShsFwZHEkG9/g+kplsSaMR2bqKZxIT/oGxcCsnaGrA1jORVFCORCvz0EyyueXSuXZ4poIMCf7byezz32CJpQqAmF2TVQQiYMk3VVbRiahYMkGHKgZL5P2Xk2NdYxmrXdyJvwC7SFE+LVd3yt6F30H9e/iWtaup/0WBrD26gPbWAy5xJMBY0V1e96ymOfzz1IKu+RonPZPWwI9yCsPmwRQVPqLnI9P4Cjb0RKC1BQL/aOMgvtYnDISh2jpIIO4PG5dv57dBk5x+J19YIP13ukSkq4M60yknMjMDHd/7DQGYrSwPfAca/DlL6JhpKo7ZfP/wYnpj3h+saqRmYL3xldqAzMeenDiYyFkl2BHjyGJgKE5GJ2JbzI0bSR5vq2NsL6PLoCk4kYgzPevsfTaW5bW4upzuNImx2tdb5jrYmHCTeEyKQzZKRNQyjg69dXVRth//ho4dgEHbWVDBciTxLIJk3OjLoEMHBOoXlLnNGs+/4dWhUHjo8Ue08eGxmnLh5hKunu/z3XbS6TqjLKuAxQJlW/Jlje2cjyzsZfvuLzgP85eJxv7D5IxjBZtPyJXkvp9lnG0y6TWhvs8ZGqpQ1VPDrZX1zeXNvBgVlvuSVUz75pj0hd2dTJkTk3chHVdIayXkn7udQM1zSsYjh7DIFge+21NIaeP8J5bmKG3iH35CpDISqDQeYKRQZCQJ8xzVChiW1tOExU96IgK6oaODTrnefpmQiRcIBcob+cbrRgSS/x9ad77uLnt/7mk3pbCSHY3PDHnJz9D1QRojq4nJjuvw4y/wAy822QWdLOxT97hyNmhKQBkGF9VKfUsEMq9ZjGfhZMMZXAdoRPc7W0GKmKAs2hzYzmXA2WLXV+OlnJvOWSg++Mw2vrrqJVuBquC2xiJNdf3FXKPM6K2FbmzCkCisq18VmwvNDUeG4/NdGb0MgjJXz/nEbRKR44OTzFhlAHhmmjaIKzAa/tDEDGCjBuu+nhCnWOoBIk7yyk9STtNb1MGH3kgbqaNvShBswCoeuqDnM2fwSnECr71/P/zT9s+N9oiltV95VH9zOZ8qwnRFhBCJc4qqpgKOMRNFNKAtUazWoFuq5SF4mwv8Qx3TAdNhvNvGbVKsKaxuT5ND+QXlo0Z1p86IbtbO5qJRzQ6ayvpowyni6k5AnRzufiPZ4JhBDNwO8C24DNuIZ510kpH3iSdV8N/DmwEpgAvgL8H+k++b2gKJOqMp4RMobJ39+zi+m0+4Q8+Bgsv6aegawbrVpVsYgD014k4Xj+HJ2VzUxm54kFFCqqbUZKKuIPzQ5xbVMjirDQhMqdF4Z973duLsH6mlYc6RDVVHrTfp+iSm0Zv7/uD1GF+rz22ZvL5vjy4554ey6XY0NDM0PpOYKaRkt9jEdKyOJ0Nsu1dR3kpYlAoKgXWQdkM2zLrWdyPodpOSTq/OO24zzBMb4UFYFOtjX++ZOOSWki5/9P0WqgQWpMqW3kbTcaFdRWMmt40adjmcNsDzchChV9ltLg+U4BhnmYabmRpK1io7NSHPK9X6NzgR+n3okhNWwZYSznj0b+4+gaMnY7ecdmdaWGgj91uSTUT1JxCYTDckqNJqJqC5r5OGAhgI+sWcEnd3v2BBsqW9hXkm7esKqZx+fdCKImBHZwuFh4OG9Ps6N5LfcPjwGSq1viTBje98tQh3jLyjas/Bwx3SYVDnA45RG8vvQI/3ruR9hSkLcN7j9d4pkBDM/P09FWTSpv4EhZjKguIBDXOZZ3SV/USFITCzOT8vbxrk2b2LHMrWZNdGd54Egfs2l3vK2mgndetZGAVrZJKONFg2XAHwK9wBFgx5OtJIR4OfBD4D7go8Aa4JNAXWH5BUWZVJXxjHD/6fNFQgWua3pFqoHOcBTTcdAI+ta3sblt4xESpjuhz2Rv5lQJqeqpiJBmn5v/kHBF4xU8POZFaJbVxDk271WXbavt5lTSXQ4pAd7UcTOa8vx/jTOmie34iwWUgHA1Vgbk5kyCqkredsmRQHIhnWAg5epk2mIV6IqKWTCW7Naa2HXKI6PtogItoBTTfx9dcyVB9emfp+GYnJg/S942aFWO0GJ7ET5FWCwJdiJpQ0EybIeZxWuobEmDT468iqPzKfKOyReWjtBSwudm7Ho+PlRTcD2Hf+xaSx1ehd8P5m/mB6MLH/IsKyvbOVmo6lSAaTPBRN6N8I1NSN7UtoKE4aYE20LtJA1PJ3chd5Ke0CpMqxdFhGgLdoLljb+l/Ws8dvZPmZtXURzBmZESETtw+twYb71JA2GhCIXDc37TzPr4FK/sGcB0DBpCjczkhY/8vK3zLhTbjcoNWVdyOOVp26r1Sn449DhWwRW+vbuLcyX8cE1LI3sHPIK3qqWRiWS68BnAeN4rdEjbJss6asmetwgGVFa1N3HF0o7ieFU0zKdefyN3Hz1LSNe5aU1PmVCV8azhIJ5zzdOz2P9+oE5KOS2EeC3wg6dY72+Bg8DLpHR/fEKIeeDjQoh/klKefYrtnheUSVUZzwg3Lu9mUU0VAzMJADRN4awcZ3LWnSACSZWmaAVjOTftdUtrjITpTYI14V00hDYxkUsBkuXVOUZKtEaKfpj1tasQuBVVp5P9vvcfTGd43+LXElICtIYbqA5UPIdn+9Rorojze1fv4K/ufRCASEDjZMqbUUdTKba2N3NodoSwprG8po59JYL8odQ8Vzd3kTYNBApiOgB4qaPBqXmu6ugmlTOwbYf1lc8srXnn6IP858D3AahSVb7Y2YAqvb51ITnm9uwDOogyqdRgFAw+p+xtPDztrfvH5xr5ak81QrqE8Cepa7GkV43wf4cr+KPGTjKOSsqp4Fuj/gj8dH6OnfVNqEIQUALsmSk1DxWEnShvqK1ExWLQUTmRxjduiTA5aYNMk5UKpbWdk/OdHLt7GqNgGrriyjYey3rk9MbtAQYNrwfj2qpVHEq43mkKgJggX+h9OJYbZVlsGecL0dDN8TiK7bngt2mPcEvDBzmTzhJUVCQNDGf7i+ODWh/XbN1C2rIRimT4rN8O4sz4JCvW1JK1TZAwOeYvlbWikslm98dgiHGShkFF0HtIuWHVEm5YtYQyyngxQspSV98nhxBiJW7K7wMLhKqALwB/Arwe+Ovn5gifHsqkqoxnhKCu8SevvJZ/2v0QiiaoqArw0Lz3YGA4Nqur42wNSiQ2XdE04yVzh5QZbmqfYzw/hukYhLUen4A7qlVw3jnnRgsMWFqxmONzHhl5TdsV3NZ27fNwpr8c79y8nq6aasK6RlZa/OZd/gerQNAiXOVOrGnFFdUvCI2lhIHZNOfnXSKzNFJfYiwAi6uqefS0d96fvuN+vv6uN/7CFOACMlaW7w//vLicsG1+lNzObZWHAB3UBjA8w02NNB2htUzaNiB5ZHotrkzBxajh8L9OfZT+uRxZy2Frt//eN2OFueXgVQVtkmRjfS29KY/YrKiMMpQ7VjzvrugS+tIuKVOBV1ccIGC7RGexPMWIvpKE6S7XBBaRNQ4V93U2s5eNkS6UQuTtq/ffhmF6LOzs4yNsva4VFEFIV0lGHix1c2Aif54r69oBB11ROZc+4juXam2aN9ePIzGo0up82wK0hYdxcCOlttzKgZKxCrWCxzJ9RY3Who5ORhLetVq1soHHZ71ihi0t7RzoW4jKSmYML/U3kU7z2cce5tPX3kgZZfyao+1JpBkJKUt7Wz1tbCj83Vf6opRyRAgxVDL+gqFMqsp4xjhiXOBYyJ3UotkANcEIM3k3JagLgan20p91oxozRpCeWJys7U4utcFlnEj1F/c1bQwTUSNkCmXuttOApNQAdIKOSD2qUKjUo7y+/UnT7C8IVEXh2iVdxeXfWreZfznoVr6FdJUhx4vmDOYm2dKwhN3jbjpoXXULBye8NOeZzCQ7Fy8mkc6hqQohQ2NgoTM1sO/CMAcHR9jU8eQRq5l8mnft+iopK48mJK1V/vGmgF2MTOFM+/rxSQlj5hipApHZGBnlIfUKMrYrPmrSmvlZn0eynPMhutoCGAuiemcJeWeBRAnGUhaa0EBK4nqQWdNz1RcCouo8b28KEVEknWFJwCkdl8RFM3vyG7EkbNMnCOARH4nNrnwHk4aN7eTJaX6dUmUsxJfe8jrCIVfQ/9W+NPdNPFgc7461cD7t6cd6Yks5l16w+JAsCZzCKOjHJu1xusJbsAoi/LRYy4Wsl4pWxR7WV72MM8lpwopKlLaS6wAHrX6u27QYW+QQiuRI0u+DdXBuhM0t7Vi2jRCCY4lx3/jgRanKMsq4VHieGyo//CTDn8IVmj9TLOTfR59kbBRoeRb7vKQok6oynhFm8xm+etaLcqRtg/UV9dSHA+iKQk+VygXDexpP2nni+irqgm66L2mHKf09ZOwUGys7SFsmtjToz/hTRxEtyL9v/f1ihdXljHev2sCBvlHX/DMCRwy/aWZNLMXW0CyGY1BFuDQY5KaD8hnOzLmaoHVV/krPnvpa1rc9tVfVl88+zPmUV+m2pGoRSdz3j6uC7cHHvDCYTCC1jWD1IkWAaWURqbxXzRdWhnhlfZQDiU4Egnw6DHhi8wvzeZZmryCVz2LaklzIq74DSFsGjgiRsQ1Sps2K6jhp24smvbY2wzb9Z4UlDdT2ohBeSvjudC19GZd8npoX/E5bG1ZBVC/UpYzkjhX31bPjvzl0+I1MzBSsBV67vUioAN7U/noGU0dRyRBUFIZzfouO0cwYiyIrEQiaAgaG7XdFP5ZtYH/ytzCkpDMsgEd844ti8+QL1yZo+z+z2nCQkYojxYrOlZE1jPd5OqpNFa3sO+9prrZ0trJ71LvOH7tiJ2WU8SLAVZTeQFwknuW+FqpS8k8ylgMiz3K/lwxlUlXGL8V0fobPnPxbck4Ox9FRhb+PXXXEYjzdD0BvJkJlIES2oFMRQNbuYyznMoiwUkNACWI47m+iK9LCSNabJJuDvZxTKouu6e/qevmvBaEC+MaBI+y/4EUqdmzp4nDajcLoikLKGSn2MZziHNubN/H4qBudWFfVzJELHik6nBhne2cb4/MpdE3lw1dtQ72o4fK944cZzkyTtfL8ZPCob+zUzBSfWDUD5IkIgZAZ37iFTd5xPxNFOCgiiCPdz0RKuH+0gqOz7rG1hqvQFaVoLdBZUcV9JaaYiysrUYVrUgqwtLKhaJNhS8lIqhpdH0ciiSoKWwJ7SlpYWEAMtNUgQhzOLaEv47HNnJQ8nLwZKSWmo7IsPkvpg68aSPO+3ztL2hlFCoN1dat95xkSWd5V832kdEndT9Lv4WjSI3j14TZOFAohjiN5f+sGzIIQXkp4eL6JgYx7Hc6lJa9o7CFR6EUYUjs5nPSibDllD8srd3BqbhqQbGqMcTrtPUAMO8fY2bYKCwNdgbOn/ZGoQ4Mj7Ghqx3Ek8WCQFXV+z65U7jGGZj6OI7ME9SUsrv86Qjw/TbjLeHFBPg8NlUsiVUNSyv5LtNuFHHnwScZC+NrWvzAok6oyfil+OHw743lvotvW1M7dg+4EHNN0BnNeZGrGyLC0oos5c4CAotEdrWLa8J7+s84Mq+ObMKWFIkDHZKgkOGXKMbpDWxjNmpiOTX3g8vDm+mVIGwb/sf+A77W+3hw3bW4AIKyqHJn3R67qqjKsFEEMaRO7uOuQhDk1T789BzbcP9LPy1ctKw5fSE/wqaP/VWxrs6yqh8cnPOL0gSVJ8pZLVvPAZGA9DY6bmpRSw7A8MhCUI7SErmQoux8Q9GVfztHZRHF8OJtgZ0cnWStNQBWYVpiBrJfKOj83x+uXt2OLDFI69CX9Au2xTJL/vXQUWybRcEBo/r5ggVUolX8FwHIrS/XonzNrFkwxJRydD3I+7RKb3bMab2mtwnDc44tobUwa+9wLJmHP9D/TEd9OSK0EYC75+SKhArg+chdn05sxbYlGmKFMabhQ8LPpBpYEX4EpdRxRxUDmgm/8XGoRpuzGdKAhJHCLkAqjAv5o5W6Czl4cmWN3+h2cLhHdx/QgRI5j2jlMYFX7Nh445X1m6+qb2dvnRa6+se8Q79q6sXAdJKOJz5Av9Fk07RFm0t+mNvZWyijjJYSFp5RmnpgCbAYefX4P54kok6oynhQ/GjjKUDpBzjY4nfenRAzOc2VrC6Y00YXGUNafsqvSsyi4k1HerkcVGnaJJ1vGHmHGcH8P1XoTCipOQREs5AruHytpWnv4J3zr6vdf9tGqaCDANYu7uPO0J9rftFzlXMbV70gJS2KL6E2510VB4excltGsS0DG5TxrmpZwdKzg91XfwIkJr5rweyeOc9uKlWxvc5tGf+X83UVCBXA61ct1zd04mOiKpFq7C7uEuBzLnmV5eAWOtFEVjbh12Hf8cZGlQTWRGGT1IRTqS/Yv0aOjjBRScg0Rf+PqrsoIp9NHiuu3hBcxUEImfnNxmrztbmsBZ+ylLBcL+iEdEftIcd2IFuZdnW/mK+e/jaboVOr17Ckxg50xLSbMHTSFZ0Aq6AqU5lFz9hyPTfwtpj2HJXOsClx037VyPLRnNfN5A5C84eoU8yRLtu/m8+fd6y7IcFVzM6M5dx9SwmhO4XzajUYqQnBFXRNThquNWxKJott3Fa/D5si32Rd+K8PZBADLKxo5nSppCF59kJ7GNeQdi4CmMDTtJ6P/tOsRXrn8IIIMlpMiU2I1AZDI3F4mVWU8K1yO5p9PE4cKfzeDVycihGgB2krGXzCUSVUZT8CJxBgf2/Oj4vKru5aSxZuEK/RFHJj1fI/WVHZzOOG6nkdUDdPxSuZnzUkWR1dwIXMMVQRpCS9mKHuyZHyMRdGNpK0cApVDU22UPoCcmh/j8OwQm2oXPReneknxyRuu5fiYSxYqwhrj2uFinzohIGnMs65qEaoQmFacH896UQkhoLE1R2O7giUttBScmPDvP295xHRJrJl7x73PpCkcY8w6il3wtcqwlSD3FMfbQp3M53cVlyOhK1DNhciVypw1jCy4YnaEHuMNi3bw3QE3irK5oZaBjEcGJqxBru9Yx3gmTVAVdFQ7nEl7d9CR/ADvXHwTUS1GSNGo1f+aUt7dl7tAINyJIzOAxmJCvhtRxnYYzBqAQaUuiKhBMvaChEKiqNOcTrm+WnGtipgIYUk33RzTGhlMPYAskPSjdjWrtSALEowf9L+3QKgABEdO19O0eARb2ghUTiS8UlUJjKUiVAU6UIVOVItwYM4TqjtSYtrNdITrcID1sVHXuK0AVeTZUKmjKxWYjokQ/nCkqiikG8aYL3QhX6mu8Dmyv3/rBNNzXykuRwObSZcQq8aKF9znsIwynldIKY8LIU4B7xdCfKXEVuFDuHfb/3nhjs5FmVSV8QT80/GHfMu3983xzlXLXANFBA9PjPjG+1PjtAV6sKRDbdAmZ/f6xifzEY7MtwGQtXWCqmceICUMZNKMFaIBlaGAb9sVlc1sqPFHRi5XNMRi3P+B9wFuuuZPj/0jx0vsJlqjVfSmThXGYWnFOs7Mu1ERBciICcYKaTWhjrGkdhW9haa8W1pauXpRZ3Ffb1l0DXePHeJ82nUD74pF6U17k/Z3Rize074FR9puus30R8VH8qcYdl6DCUQUSaPjt4P4jbZHeVnTFJIcY+Z6/n3I31euumKchOpG3VSt0zfWGKzho8tejl4wZR1Kpdg/8fHieGe4i6zp6aJGE5+mvfZzAJiOxdf7f1YcmzNTrIh3c2i2n6CisbmmglnDE4snrQTN0fU4Mo1AJarChO19P6fNWXbZ72EsLzAkPD5WDSWNigenLXKJLcxmc9iOQ9cGf9RVk9XcPzgK2AQUgzVN1Uzkve2FyHC84Ng+kFb4QFMjtuMS65RcwgNTY8W2NrlkngotXmzZU6Mt5YTpEevBeD/VkWrylk0kKLiu807f075j9dEU2oyKiqo2EQtdQRllPBs8z9V/TxtCiE8U/l1R+PsOIcROXAuGzxde+9/Aj4GfCyG+A6wGPgL8q5TyDC8wyqSqjCdgRVUj9454380lVWH6M8eKTtNrq9azd8bTmtTr7eye8lI07+zewKzlRmYVApxOeemVU6kZbmpYy0TejbLUhVZxfN7bNuWc5ebW65jIOIRUnd/suQrl11CMK4TgQ91v4fcO/RUCiGsRRrIXSsahOTpNdbABTRHE9AAHEiWNhoVkw4oUOzUDhMX66pivDY+mqPRUVJOwRsk7JtpFIvaqQJjDqQvFtGtr9QY0yyPLw/Iq9qe8qMurqneiWG4kS0qFpDODVbCEqFfvZ1v1u9ldEK4viTXRl/bOpS/dz+qKTmbzY8RUeE37TUVCBdAavYW92mEmckksqdJj/8R3rHPZn9Dq/BWKEmbeTDNt+NNgpmPjoJB1HEZyBisC/nRyys4xnnM1YnWBRjTUYqRK0sqPxqeLrueNbSFOTmjFxOa62ib2lLieM1EJFS6xVVAYKokcGY6DbdRQqUo0odMWjTCY9QoEMrbDsfy1NAbmsVE4m+3AKbEHyTp5OvSlCCeLKW1Shn/SyWNh1lnM5rPMIsnKVkJ4x1YX6KbKKdhBOEeQ+ccRwe2UUcaLCJ++aPm9hb8DwOcBpJS3CyFuA/4M+GdgEvjLJ9n2BUGZVJXxBHxw+ZX89MJx+lIzCGBzU57hvPfIPGseZ13lMiQ2mtB4YMSvW7lzWGV5xY1YUhDRFBKm32BxIF1Nf2Y1ecdiaTzOxfjtZTvpji19Ts7t+URrpJHvXPE5FKFgORafPPZpMllPmFwdinM44UauVEOlKVTPWG5BAC4JBi8wVtDr3Dt1ju31m2gINQFwcr6fXVNe+u/E3DC1wQpmTZeQbKrWmcp7xOOBuSw3VfQADg4hjs37++3tSjpcW7EDhMAhSi7rj2ztqDpHR0RHYpJ1DMYuKmh+Z+PjBGy3VU1FQAWuLI5N5mf594GJIrFpC+xkseZFxmpj70FR3Erp2mAlb1/0Mv6973YAhBRM572CnnOpDBuqNpG2dwNQH+hkPOdFRqeMcZbGtpI0Z4EAQ/kuLFlSSKEMcNOSa5hLAVIyMe+zb+fcUIru2mWk8wYODkar3+jUtsIcntIAyfmAwZZFMVKWZ5OQkxb7Cg8JmpgjqjaRtt30XqVexe7pgeJ1qNKzRNRA0Q9saaCLXfmF35Lgk/u38dlNR5DkkFKh8qIqdDn/Z1D3s3IFYBnPGJdrpEo+zY2klD/E7f932aFMqsp4AoKqxo9u+i2EgKCi8c0LX2d40otcVehxpvKni2mNDbVbeHzSS7m0hRu5f8ybyG7pWML5jDvxqagMZmdJFFywDyfGubp+KYNZd/9rKte/KAjVAhaibJqi8d6ud/IXJ/4aiUQXAc6nPNGUjU1NQCesNqAJhZZIkLGSAgFTmhyc/Ao3VQVAZnl0rNr3PjnHpDPaSIXhuPod/GksVeiMm7M4Be1RU/BmBkqMLJdFKpnJ3we4qcl4YD1JwxPZj5gWCXPBS2qQnthVnC24pu+oDBYJFcB8+ptURN5AKLAVRxr814U7i0QC4EuDCh9qeTVzhsCUId7U9AHfsb6+7ToiWoiAooOEz5zwyySm8wrNoRi2NNCFDT4vejiTjtKbngKyNAT9VhJRp4aHTo9iFHoyrmpo8I2vb25mb0lT73V19UwttA+SMJ31NFezhglGD0I5SFAJ0hWpZjJ/qDhuyQTX1y0mIG1CisPxdAPn5r19J8wkm2pWMm8a2FIyP+u3b++dV5ihC9uZQEqDbhHCV66hLS4TqjLKuMxQJlVlPCnCmmegeFvrGziYOMCcmQCgQq9jIu957DjqCXoqFgOSoKJyLOGPXB2asFhesxopFaK6ypH5Y77xqVwlWXMlhmOTs3499FPPBvXBJjJmFykrB0iaI37hclQL0J9xBf+zZoDOWAVJayEVJrk6+CikXY3W62O1/Fy7jjnLJQ2d0VrOFvRaAIcSYRZHo+QdlxCsjcUxTY8QNCqHmFKbAZuIEiAqDxZpmBAg7QkqAusRQiUra5iZ87RhQsC1VcN8sH4aVZgIJULWwIf9U19gNPcRwEE6r/GNhZUYf3Q4Ts523zEjTvHbKz2jS01ReVWLt3w2Oc53Bxc0WJL2SB/JwndxxuijPbyGweyJwjVczOF5r4hiIt/P6oq1DKSn0YWOPdaDYXtk9vjEBFd1dpI3LQQwPOePTJ3om+INN4ewyGM7Cvec85M0w7aIBXNAjrQjqVSDmNIL4+2MHUFYbkFAm7ach6a2YxSaaFdqMXZPDRTb2jQHa9GE10T7YxtmMUsaYfeaNssUBVePKxCx36OMMp4NnOfBp+q53v/lijKpKuOXIqJFWBReyRn7HIZjFvvXLSCoBsiJQSxpk7RhacUKDs96xKojXsMjE/2FJckVje2cT7tRDyEVRrJzTOQTANw+spvrGjawsabneTiz5xffHHiAsVyiuBwSzYBLTjVUhrNeSi5jG+i0ERLjqCLA9VWCoONFriqUad7epPDAfDcgqA6YnPGyUMxZWW6uqKZGmUNgMOrM+pJHGjk2hM4UKvAkutqD5XgC7IDWzkze1cVJKagP7mQyv6APkmwKnkaxz7j2ULaCrS3GsFxCaCnLGC0xdG3R7qAldAsjOXf/UdlNrkRM/vkTD7M13kGYADnTYkNnK4ri3ZDfu/hlhNQAQVWnUjc4N/8533U1pUlEX4wtTYSoAVK+8alskDNzEjDoCfrzltWhMPsHhskVKis3tLUwPOdpul62JcRAzvMf29m2iTv7vRRtS9Uw0wVCOWvOsyiygsncIQCWhGsQlleBWaue4n1tVzCY1YlpkvOZRoZSnn3IqDHNu9fupE6vJKRprKn6DNkSs/ppYwiz6WsEtDoQEYTaRBlllHF5oUyqyvilOJM8x2MzXv/KkSyElBC5gmt6VG3DKhjmCgGmMkJNIIoAorrOmWRp5EowkpIsq+hGoBBWAuyeOUUp7h7f/6IhVQ9N7mEoO0bOynPPmL8w5Xxqhs5YG3nHREGQdfwC7Tmzgt2TLkEYSarcvDSGkO6ylHDPbITjBUfvhmCMiO7141sTDVEnf8CCWVWDaGO+xDW9IrCU+WJ6UWDYWQSuZgoZJGl6ERIhJG3qBCodaEKnI6ig2D8sGXeo0hoJaG0I4dBrVVPa71QRJr/fs56G8DWE1AB/e+QhHsEjVWEZ4MNf+DGZvMsg/vxNN/L67WuK4xEtyG9231JcvoNDnJ6/v3gdkrbFVH4hrTZOd3Q95woO/3G1nUemvZTbGXpZ27qSo8MThAI6PdU17Et6x3JgaITty5rJCwNFlZgVx6GE2GTEQb6+3SGgZLHQ+Oa0/wGjljneVzcJ5DFEngt5ldKuzG+sPYNe8Ag7mt3CfePdxcRldSDC76+/hqjmmkXP5f6AI2OeD1VT/M0EQ1spo4xfFZLnwafqud39ZYsyqXqJwnYcxtIpspZJVA/QHPMLxmfzZxnL7MWSWR6c9ot5560UFdYVTKcMDMchVO8fRzhYShrDsUgZsDjWRG/SS7m0ROIcmnU1VgLojDZwoeBsLRC8uePaS36+LwRGsxP889mvFbVni2I9vrTpqqomn+XC6opOzhQq8lRUzs97qaizaZu7kzdyQ/QnmITZn9vB8aTX1mYin+LV1e20BUcIKQ6rwjNgebc1TQ5RH7qFrJ1GYmM5/hYphp1AV2uw7VkkDpoSwXSmi+OKWkcu55Lfs5bGsngbOF6UJSZzCNuthFsqQwyoLWRsN/IW17tYWfUqhHAVQR9bcx13D59mIucSxNXpVg7kPeL9dz95mC097QR1jbxl0VFT5TvWK+vfz55xBcvRqAwqTDoP+MZtW5DNbcd0JFowCHhCdiEg3GaghtKYgFDqfNtWRQOcCp4visdfIdqYLbFgeFOTSpP64+Ly1VVv5f7ZBSNTySvifYhCxC8oB6gObmc271pARPXuIqECWBPey7vb17I3kSGuS17Wuq1IqAAqQ1txAh9mKDuMJTWWht9OGWWUcXmjTKpeovjWqSN84mE3NdEcjXP3m95DLOB6REkpeXzi08zmXRPPatFKQGnGcNxH9grRzj1D3iRoEyUUU4ti5Bq9jfOOK1QXAgzHQBUKtrSpCoS4kPUiB+60L9hWW4MuBB3RNjqjv75pDcsxydopDCfPdwbvKBIqgIHMWXbUrcVwTBQkw1m/9uxMcoiOSDemYwMKJ7KzvvGH0zU8kl0OQECALlTMEgH4rVW7CDhuqkqXnYAXJbFEOxPZx4tWAxGtC9cdyz2+iuBK5vO7i/vSRcBroiV1RnPesZjS4qTVyRpNQYgAutqEsLwUmSZybI4tZly8Ak2EaYxsLxIqgHggxM2xNTw+PYhpO1h5/zOtIyWv/9I3SRZMOr/wG6/m+uXdxfG7hob4+hm7cG6S392wlBnTjQJKCQemazk55xGddXVNnE+5VZSNwVoOTHnfv/12L931HZybdM9vxco4+zNeGvbngzO8rqsDKXLoQrBc/ymyRAq3Xv8Ba5puIaDYhIU/RQtQI/LUhNYgpAlKDVjjvvF3tz7Om+vd6x4M9iHltUXrjJSV4psj58kW+kXOOXfzO0uXUEYZvypcR/XnuvrvOd39ZYsyqXoJImeZ/PN+r1prNJ3ks3se5k92XEvWMpjI7ioSKgDBMFdUb2QwF0BBYXCmllLX8/75NNdGNzKXNzAdyRR+sW/GTrOhfo60nUFBxXY6SFpemfyyuE3a3o8DDGUOM5W/kbpgy3N2/s8lvjHwWU4lXYJRrW/wjVXrlZxOni6Sz5UVS0jMefqfJfEuDs2eLy6vre5h37RLTjUhqAr0MV9QkxtymG21V7Jryk1dvbpeLRIqANPuJxi4CsueRgqdWVmDZH9xPGP1MSdez7QpsKRgg+Z9HwCy5hB5sRbTSeNIicQvqq9Ww8SZclmxNQ+iGqRHvBri76Ax+OTmlH0zs3zrwJFiA+ZUME80GCBdIFFLF9ezZ8gjPp++4362dbUTDuik8nn+8djDJXsT3NnXxNZ4BdLRsdUKTs75+/kFCLCtrhWJxLHinOZC6TBV7QGiEY2cbeFo/pkgrqlo4gw5J40NJMUqYox55xncQNwu6KYkoG8GszT1KWGhz6IzBPoGMF1XdEtpJlvSFzOfv5dc7naCoVdgOnluH/5ZkVAB7J3dz4m5U6ysXP6k17WMMsp44VEmVS8RzBt5Prbrp6QtA8eRzOT8zbxPpoZZ96O/BGBjjcatrSUGihJ60w7n0q7OpjpooAhRFKy3R6u478JgMYe+vLYKIUTRLHRrfZy+jJsqcrBpCtuMFN4+rKhIPAJnSZOfDH+Z9yz+s+fkOjyX6E+fKhIqgBnjIJ2RdfSlR9GETm2ggbGc18j45Nw51lV2YUkTVSicmR/z7a8vPcD1zY04OERUh6Tl157pSoawEifvmMxbT7QWmLNTZAw3gqNqq33bGrRz59Q4doHg6axkqd5fHFf0zcyXGFvWBNYwbHummMvU83g8K4VU1yGtHFIEEfo6tIsI1VAqwZ7JQXK2yf7esSKhApjOZ7lmTSdzuRyWlKQs07dtIpvlpn/9KpNpV1TfvTbmG49lGvnWXje6pIo8ndtqGch4qctgIMOJpPv9U1HpiHZwIZ0AoClYye7R4eLx7LkwSXtTJWM5Nz36qkU6SdtLb/9k2uCtNV04ZBEEiMmLegmZp1xiBUAIzF3+cZkDbTVgYxEFzvqG75q4h8PJLwNQeREpDykh2iOtlFFGGZcvyqTqJYJ/O76Huwa9G/i25g52D7vRAF0RTEhPn3NgxuLG5msIKq5vUY6tnEt7aYtZe5gb2jcxljbRVQVhhejHE1mfmk7w6uVLMGUOWzokLU97A5A0J1lXHSdn5xCYKMLnvkNVwO8d9OuC4RLfJ3BTn6MTLRwYddOqDcvCvvHKQJSh7HlM6ZKInvhK9s/2F8fXVTdxNu0Rzuvq1zCeK2hypOD4nFZseXL3NLyi7iYaxF3uuLqCjOGRIts6Rl3oWlLWKKoIcya7GVt6BO+xuXk6m24FstgS8iXtUwDmjbNM2teTs02iioWQ9/jG89IiUdBQKY5Ng5NEUTyd3p/uv5OHRt0oXLNeQVBVyRe8ohqjMR4dHMRyXJbWHq9AU5Ti8qqOJnYPLXyHBNa4ihoV2FKiIpgY8qwibAmMhGltrEFXdJqjAc6nvUpEG5vOigB1eicg0O0AfdIT5edth5ZsB8pcFaZlo3f5ia5EMGaZWI573ZsCGwk5JSk9fYkvUoW+FnzmtwIs93iCUhLU15IvjKfo4mjSi6IljIN0RjbQX2hk/fLmm4jrTzTLLaOMZ4znwfyTsqVCGS9WWI7Df5za73vtxPwY27qasKVDQBMcmj/vGz+dqqYm3I3p5AkqQfAUNkgJaZFixB4DGzqDbb5tOyuiHEycwilETdZXNwAeaWuPdnCyRKDt0MFCPzZN6FzX8MZLcNbPP7bXvoy9M/cxlnMnadXu4dFR77zvOjvPlT11TOTd17pidZxOeimz4ewZlsY7sKWNLhRG834yundmnq7oldhSAQIMZwd848dSzby1dhVIg5SoZgY/FlW8lcrIywFQZvawL/GF4litHqE3cwK7QPA6wksBjyykuJozKW/Cfzy+kyv0O4GFCjwvHew4oyTn/4bKqr9ESsnuyQtFQgUwas6zo7ubuYSBqqrE1AATc147l8HkPNcu6SSTd+07Zi+Kqo5Op1hEkxvZsh0U/DfvcCDM/vFpIMt5TWFdVyXThifMn07pHJpyr21E1akPR5gsON03BWPs6R8pErrvPBbj1VfGyRZI1I6qSizL+8xOZM6zIRhHOmkcEUazL45cDRciUyqIqK8HoxCCChFGhq5G4DCab8XhXMk4zA8s4szZJnKmxfotteD/qZVRRhmXGcqk6iUATVF405K1/NsJT7+xqr6evdPeJLm9eREHZtxJWhOSxsgZkoX2Gxn7DOsrr+TQnLt+S2gR+6a8J/j+/BBXNK9gKJkkoKosrocTKS+9c2h2gte2rwCyICXn0v6J50xyhk+u/DRhLUxYjVEV8Fdk/bpAFRpr42/j5MQ+TEeAHYWS3m+GI4mKesKKheFYOBcJOYNqkKQ9TL5gi7A83s2ppDfJNgQX8fCkR6RWV3ZxrPCZCCRvqDmEsPsBiDNCRXAj8wWvqXBgLRVhz5Zgc/UWHq1Yy8nkCQJCZ11FhIThpd0uZE+zIb4OjTQKgm9M+Cs8vzqW4W7tg6RsqFDz/GbDv/rGHxyb5k/v+xuytklbtMpnagmQzlgcn3QjW4urqn3p5LpImMf7Bouu50saan37XtvaxJ4RL5LWUluxYPcFSCb1JBS8o7KWg5NpIhIw0RWdSqWe+0c9spixTVZVtdAVrnEtPqTGLsf7XUynHYYHX8ZMLo9hS27a9AClHC7nZHg4X0fezgI5ro11oJfYRaC1glUSqdKWguVZa6hCAdP9jNaJI+wPXstY3t1eGM3ccyyJabvX7SuP7+fWlctZ1vDr+fso4/KB5Lm3PHiJ6tTLpOqlgv9v/U72Tlwg65gEVIVT8/4qpFMzM2xvaEciaQyZJEuquQBiWoamUB2mYxEQQS5GTuYZMdwn+GbTn75rC0cZyhzEKWi0OiIrmZ3zIge3ttxId3zVJTnPFxJSSv7f0aMcnHYjUSFllsZwjPGsS06X1sQ4le4tas2OJiZoDMeZM90oSHu0hRPzXvn/YGaEhmAVUloEFJ3zqSnf+43npri1ZSshNcCqSJKg80PfeItWS23F11BEmKC2yNeQWQhRKN/PY8g8eVnp2zauxog7DyKlGyXaXvlm7ix5+0p1LT8Z875DV1a9khUBt5+fI+FLAyvI2G5KeDCdYEv9InZPuASzO1TP4V5v2/OJWbZ3tDM6P09A1agPRtgz50XpeiemuXrFIjLSBAQTSb+559nZKZatqyFjmzhIEnl/ZMu0A5xPuP364lqSykCIOcNLGRpJODzqPiTUhMLEAgFShsvK6iJh7uufKBK8v929ho9fcRCncF3CwY1MFc1BBYdzSTbpAcQCq5MJ37HgZEDtBHQQlWCVitodNmqCr4+9AttRcJIVmCURQMtx+Ie7djE+myJnWrxzxwZ+Y/s6yiijjMsHZVL1EkHayjNgjbitQUxYW7mI/SWl5atqqzlQUnn2mz2rmTVd7YeUgnNpyVjOFf9Ok2BN1QqOJtwn6kWhFg6Me5PkY6PjXN3exnB+kqBQ2VCjMpzzSv9Hsie4uX4JAZFCV+CWRq/57q8bbOkwmJ4ma5ucmJnkYInRZM6xWFdbyeKaCoSA+nieYyURvIxtsLqygbxjYUuLrO0XaAts6gJD5J0sUkJreFuxZyLAlXWr+P3lbqpUSokzezfSeKQ4Hoj/DsHA+ic97qHMAPtmvYq/PbPD7KzuYs50dVbrohXI0gpN9X84Hng/CUMBR+PoRY2I/6K3hh9t+ziaEmE0V82Z+RO+8UzWojlfj2HZBGUILqoQzWMxkHKJdrD2Io1dNMTjk4NkC67na+saKbGOYn13E7sTXnRpQ10LM5MLxy4xtRQUjNSTVpbVNY3sHhsFCUujDRzu9767M7ks25vbSefzaIpCJKKza9jb9/EphZ+PfJikNMg7Cm/o8K43QMKa5JxWj+VMIaXBMlXB151PqSpqqkADtQ1sj0B+uXc9dw4WroNI0RSPM1YgkbWhEI+fuUDeKhC8Ox/mmuWLaa4q66zKeGa4XBsqvxhQJlUvEXzx9K5irzWA/uw4zeE4lpRENI2+izyTfj4c5frWTbhS4PATNFcRzaEr0oolHaJKnJL8CyAI6Q7SSJIDTOn3nWoMhmlRf+y6dwNDqWZW1HzsUp7u84Y7h4/wJ4fdhr9RJURNMMJM3pvQU06G04WoYHU6QFNVmFSBrCyKxBnOHipGrkJKnrAaJWu7UZQNVbWM5FySJgRUBs4RUioxpUlMDfD2zpuKxyGEQKn4FE7y/4AII7QliKcgVABnU6d9yxLIyWaSdgZTGuScAKWy+pxTzQ9O66QtEzC4ZlET04YXMXpZ8yaqKl4LQE8M3tYd4Rvn3CiMlJBOwPC8G7mazKTZ0tbK/iGXlHdWV3FwxPv+HZueYEt7C2cnpwnqKotaq9k95hGPI1PjXL+yBVPJoapwNuk3Mj0yOcq28CLylo0iJMM5v/Ysaxmoto7p2CTyeZ9oHsA0LY6PuSnqtqoKdEXBLGisqiNBvj88XyTAaXM1b+s8VqyUbQ2vJG96RGvUtmktrcqUpVE2C4gyZ9eTJ8LZ9LIioQJX/N/YGKU9XIEiBCFV45Ep71wyhsk9J3p5xw5/lWAZZZTxwqFMql7E+Lu7Hubx84NkTZPocr/PEBISRo6MZQKSLa01zJteZGJpVQV7Z93qMSmhK9pJX3q4uHwh6dCfniwsT7Cssp3Tc+7yqtpKetOeFujhyTGuqm9jIj+EALZXCsySsvn+ua9TE1yHKnQcmaMucgOK8Bo6X64wHZt/OXtfcTnt5FhR08jxSZOQrrEoVs3hhEcGZvMGm/UuAjFXp9QezTCU9SJXOSfBb7YGiYtxFEwez/irBSHJDY0JsnYSEBjOGFBdHBVaJ2r1l5/WsV9Vdz0PT95XJG1NwVpGsseLflT3JuZ4TXUbdiGKcsfY20hbXtfk3UOTrGiqw5AWAUXjvYuv9e3/d1ZeQ//xWaQFekDjnpkLvvGcY7G8sR7TsakNhemfTfjG7TDM6m54qeWi1GRVRKc/dJKs7Y4vqV3GYAlX2VTRzr5znq7piup2Dtvu91FKSGVEwWAVxnJJtrd1smegQPAq/QRvKDHPtq42xpIpdKFQ3xzg0YRHfHZNwPbmtyGVLJaj0Ba8KHJl9tIc3owiUyAtkP6GzIez9XyivwuAAGHqQhGmct462pzgUK97bPFwkMpwiLmsS7qrI2Fu2/TrnzYv4wVAWVT1nKFMql6kODsxxVce2Vd0ta2zwkQWB4rtN7qjTexOe2XqQwmDoKZiS0lcC5By+ov7EgLydorWYDeKUNFFhHtGLvjG6+OCxoo6HCS1IZWjJW3sJLAoZFGnTWNLA03pLm2nhq7EOTn1MRzpThbd1R9jUeVvXfqLcglgOVl2j/8Bpj1PylZJGIt946GgSbzKTZNm1CxhVfen9bQEZwpl83NmjLqQjlWouGsJRqhwbgcsJLAumOZCtgFbuhHGxdFFjGQX2pxI7hj5PO/r/kdU8cx/xpqi8e6uD3Js7jABJUDOuuBL/5rSJh/8fVZUrEcRYezRI8Dhku0VZo0kScv9zPbPnueVkY3F8YcPnOfwLq+YYePVzRyYGV04dEzb4fSUK9LqlbC2sZGjhRRye2UlB0ZL+vGNjLCysYETUxOAZPOyCMdzXmPks/nT7GxdQU6aqAKGe/2pxT0npti2YQmWdFCkwu4Rf1Q2QYbGmih520IPKj7RPICccxjpLzS+tqugxCarOqjzcGK8GF0UcjXXxrzUZ2toG4p1qOTCrwbHjYJJCV+b7GShMtYgy/p2lXvOgipgcaCWo0e9a5jM5tnc1UrGNNGEwo2rlxANBiijjDIuH5RJ1YsU/73vqK9NwNRslu1qN7Myh+k4JA2/fidlGNRHBSkrTx6DmBYnaXmTU1A0sWvSvcErKCyK1jGQXjBYlOScNH2Fqj41KeiprGW0oMFaGY8xX5ISOZUaYFm4hZztTpxVgc6S5r7Ql/g8jdFXEtIuP1f1c3PfZjzjGTq+rm0RX+93/1eApOVFMRLWPBvrl/LI2Agg2VBXQ3/Gq/wazaVYW7mCmDqOpiisDifA9FK0Ic5yVc0mUraJlDZzJaX8AJPZCW750VeZzmWxpMP3X/EOllT6K+V+EToinXREOgHI2xnOJh8nabmfWbXexNqa24qE7Q/W13H3UC9TOVdLtbm5hqMllYmfO3kHV9YvoyoQxbRt/vV2v0P77NE5Nq1oRhMK4YDGg6N+V3MEbK5vwXYcYtEgF1L+dHJVo0NlLEvesUCvBE9nTlQLMKWcJ2XlQEJ32xpGT3qhq/XdjTw67qXNNjd2eOlECZgKo2n3uz6Ty7K9vZ19F9wIXnu8kkMDHgk7159g67YOzuSmCAqV7W0afXlv3/fN5Nlc8SrCyiwSlQo8E1LA1VPpW0BmydoKI3m/Ns1W0gQjDpbjMK+mCAf0YqNpAMeSnBpwf2ezcxnecsV6IsHLP6pbxuWFsqbquUOZVL1I8Zat6/nOvqMYBVFrU22Mh0YuFJ2jOyrjPq3IlpYajiVdZyMJjKdDKKqCg4OCxqmSdioODmEVNtTECaqCqBZn16Q3SdpSUqNXsiQeBBy6ImnmvMACtrTIidUkZRRbGtRIn5QXVYTQlIrn4Kr8apBScm7u277XOoI/43WLbsPGQkqVh8f9+h6hZmipNMk5JlJNo6Jgl1gLdIb6yZqHwIFZs4Xqkn58tmjhQuYgTiFSVaEvptQ1fSZ5LWfnPDeqP37s53z7ZW9BEc/8ZhZUI7ym7Xc5Nf84uhKkJ7bZFwGrDIS5rWIdu6eHsGwHx/ZX2OUds3hemqKwqLGa0WkvXNnaWM2Bky45kUhWrKzj5LRXTihzkoNjC+RF0tNey9kZl5C0Vkc4nOovfncfGx9mZW0dQ1l3+2UVrRxKeFG2/sAJVrcuJWub6BqMXOTYdTQxxM72FhASTWo8cNofuZpzciyrq8N0bKq1MGNy3jeuTAZIDUIKm4QWhhKHgwpNJWEeYqrga1UZWUVn6cb6RjDdB4gI8J6mLv55gd9JmJqvwHLc85qy01yxootDh9yHmdaqCo6UELzh2Xm+cNejvHLzCnKmRXNlnKbKsmi9jDJeSJRJ1YsUXXXVfPDardx1phdVVQhUqfRNeBP+hbkkN6/sIEsWKSVJ2z9xTORS3Npmk7NT2BL25Bf5xrsrTYxCLzlFBmkIrWAitxDZkkQCk/Rl3BL68ZzOxooasoU2J5V6E2PZgyyQg3MZg45ADabjji+qfD+a4m9FcjlACMGSyrdwbOYfi6+lxbX0Z08Wl7fUbuDRKU97lrTy5AqNqC9kEuyoX8LplBut2lgZJWs+Vtx2yhihNnoVjjMMBJh2unGkl0qaN88TFq9iPKtiSYWDE/6f77HpQe4a+m0cOY/E5rqWfyai1T/t81scW8/i2PonHRtOzPPNRw8XSXgiHyK8IkC2kE5+S+eV1Abjxev08bdez5s+9TXypo2iwFjeI+UCQX7CYFlNLbqiUhkMsvtcqdGpIEaAba1tOFISr5U8mvLSYLaEZRU6rTELS1ro+KOuuqqQbxokabrapO7AckazXtR1dV0jB+Y8EraltYe9wx5Z0U2FE1MLTZVn2byohcMFMtNUGeNgSTPxRw6neOUt3fSZ5xCO4DUNStFtHeB45hjNldsIyjSgguO3xbgh9CMCnTeiiBx5S+d3d18UjQynqFgeIW9bSFUgZoWvU+3h0XH+/f+5lg4rmhv4zgffgqb6H1LKKONiuA2Vn/v3eCmiTKpexNg7O8rhQkquW6/2dYZrjofZN3emaMi4rMI/+b68JcSc6ZWab6md40eFeU8TgpDWh1HIVDkiz4YakwPTMYKqRmc0xGjuYHHbjGPiiBU0h5MIIKQojGW9yFbeyWKqm8gxjSNNUP0E7nLCkqq30ZfeT9pM4aBxMOEXHs9ax7mibg0SiYLKrgm/K3pIzPK2tlEcaVCh1ZD18wGmbZWZvEt+I7rf78txGvjW+TQ5x73wy2LtnC8JjH1wTY6ZvOcvtn/y77mq+TPP+lzHUykOjY2StSz2nhksEiqAydkcH6q8hiVtlYQUnW11Pb5t2+uruOv/vh9VUVBVhbd/8TuMJDyyUReNcmjAJUqqIuioq+TCrHcytuqwp0BeAmMKrcurGMkmAGiLhhkxjhX7FmriGPXBdibz7oPB0ng7B0va/QybfTRHasnaBkFFYdpM+I51wBliY1MbiiIIC43HTvk/s4wwWdfWhC0lsXCQkQG/T9bEyTbODKpYjsPwDfN0NntjAREiYJ3xmk3rW8D2vvuz2lpC5p0gIaDAO7rfz1dK2gEGjBBjhd/wLDl2Lmvn0EmXtDdUxThcQvBOjk7wjccP8u4rN1FGGWW8MCiTqhcp9o0M80C/19vt3PQsOxa3MmUlCGqC2sog++e8SfL0/CRvXdyMrsyjCgdFDIJXZU5AnOLeDaCTwpDw99MdvvfTFJWMnCZjgZMO0haLki5pRBtRJhnNuhGasFJBQIlhOu7kFNMaGM8eKJal75/8B5rC2wmol1+0KmvneGg2Sd5x019t4U5OJD2y0Bzq4cCsp5vaWLOC/cXKN8mayrOkLZdM5OwZFkU2MFMgoHG9g5m8168vYx6nOXgFQ9lRpIzQn9pGzpksjp/ODPKW5c0E1Xl01aE9fohsyWc2kNzFd899j3nDFb5/fudrqQiEnva5/vkD9/HzXteMtDUaR1eVort3fSzC+zfsJBx4aj1PPOK915+/7kZ+4/99yxWAC7eJ8gJsRxJEpTEeI6Ap1Maj7J/whOqG7dBiVbO6TUcIqAtb9Ka9E7WkwdJ4HTE1hintJzjVO8KivmqGWdP9vjXpSxnNegSuI1zP3sGCv5iEDc0tHBv1XP8DlsrhobGFYVa01XNyfLJwHaIcHBwttrX5f/fG+Ye3r8DEjV6ujy1H2Lu9gzH3YairMZwkjggwZPojV1fV/icZ9YMgHHB0vvWYv/vAaDBF68ZqDGlTJcKMnvATvGeT+i3jpYeypuq5Q5lUvUhhlPjuLKCmcZxE7jw2oAe7fGNtkQAmD5ErVKq1hpaQKImivKa2nqi8H4AA8OqqTv5rYT6QgtPz3kw2Z+VZpi4i55wioOj0RKqZNbyJJevM0xFeQaWSQBOClKxgKOuZZmbtSWYTf0GlMgcyix77KGpgy692QS4R7p/4UZFQAUwZp2kOtWI4FhoafSl/+mbc6OO6plYUJNUBi7TlL7nP2RbxwFIcaRJQq0hb/b7xOwdXcs+IG/rY0hDxjTWENJoqf4ZZqJoU6hKwPTLSl3wltw94YY/PHnqQT2992dM6zyPjY0VCBTCcTnLtkk5SqTwhXeONG1f/QkJ1MXqaalnW3cBMJovt2JgXfT9DAZ0z8276dzKboSEeZSLtkfK6xln68q4wfsIMUhv0CikiShWPTw1hFCJ4M1qKuBYmWfADW1PVxrE5T1Q/L0eIagHSloEiFcZLv+gCRuQcy5rq0BSFmBrgwPHh0mFUR7ClrRUpJeGAzsN9nlBdIjg9uwEZDWNJk9URP4m1pcbB3BiG7f54qkObwPIiV/PKDqblvmJI+bol13Nfr6cJiwQDHJlcSIXOsmNxG4fOF1KTFTHevGXtL/gUyiijjOcaZVL1IsWO9g5uW7GS7590NTmrWiOcz3n6nOF8H5trV9KfnCKiK9zcajJjepPLcK6XG6uXUimS6AIWK6cX9NMArBSP0hh8o+sG7ggSpj8NJrCp0t2n6KxjE1aDWNJTqy/R+xHWAZAQF4sYEbqb+gNqtGpixvexC1oZxxoiXP8zxJO0x3k+8NW+n/Lo1BHytsGGar/bt4rCrJEiY7vn3xpZxeycF7laFq/nQtaNPl3Iwasb1zFneLYIisiRMNwJf97spyG4ilnjOAApcyX3jngkbe/ECBsbmzk1P4oqBK9bZJFzvDK43vRZGrRrmM0rmHaAn1+IAl4k4zvnDvGHG64lpj/5dXxs6AK/d9cdZC2LxkgUVYiiOBzgNRtW8JrlK57ZxVt47wNHOVrSc29lYz1j86nCVYCk7XlgZU2LxeEaZnMZwgGVpS0h+vKenUPGzrNYW0xQAChIJ4rheBqppJXlnZ2VVGozCEz2zPq/mxkrS9hsJJFJYdg2rXG/LUFDLM6xgvmnkLCyoZ7zEx6x0RSF/f0u0VIU6Kyron8mAUBbrUI6tA+r4On1nek0/6u+DdVxU4qjyjoM22tNM5c/hq4uImdlsWWIvelKwItGBmoeZ8uiq5BCEFRUdvX7U5NTgSwrVzRhOw49dbUE9fItvYynAwHPeSSpHKkq40WG921toKvj50gM8rKZ+yb94ytrx6iMnAJAV7sp1fvWa2GuUO9CLNSuqxvB8aIgD5u3cDblTWTrq9fy2FShESxQERhjpjBPzpjzdITXkMi7k0l3qAFhPVjcVpcDrIjcQtJOogmVJQENLE/8Le1z2Ll70MKv/FUvyTPGcHaS/x68t1jZ9sikzqqqCtIFYX91YCnDOS8KMmf1E9cjWI5FSNFJWv70zaOzcEvdUhQh0ESY0eyeklHBjBVm2HolppTMpFuQvso1QVVQoTLsVtoZjj9yJZ1K/uF4HUnTvfCbaqoYznik6nVda56SUEkp+b+P7WIi40aHkkaera1t7B1yycOyujpetWz5079wF+F/Dh33LZ+amGT1yiYylokjHaan/NWEWjhHXYsbgckEwlSoITK2RyAnMmEOzroEozaQJax6ovmmoEZY3Eem4KG1Ip7g+HxHMZLVri3jgVSBNAnXtLVYCSshk/N+CFJAtsKiyYkR0FWqw2EO93mieceBqrjOjp4ahCJZ3ThLSnoE0ZAOj5srUanAlhaxi0TkliP57swmZgw3HbmmoppSUhUWi9mXLGnB09TBwTHv/eNqkIOj7nU6MjnOy5b2cEN391N8CmWUUcZzjTKpepFCSsnumW+SsM8WlgdYWbGTE/MF5+hIFcPZU8X1z6R6WRpbzHjuHLpQua06gpAlZkDmAWx9M1JmcaTKvQm/wnrGOM7NTctwMNEVmDb8vd9G8zrD2WUYjoEjA6yIq5SKtuqUceL2wYIxZA/hEmsBoTSghm64hFfn6ePe8X0+C4SkbdIaWoRgEgeLacOfxrIcg5imk7TSmEgq9DZmTS/atC4exDAfAtzqmOrAGmaN3uLy2WwdfZkLheVBVlRt52TCtRboiMU5meovHs/3BzO8c3EH86a7/mjqGpIlIuxDM4OsqmwiZ9poQuG3V13xlOc5nJzn0LjfWiCVz7OkqgbTtmmNxn+l584P7tzK7/7PT73rsLiZ3RNeWm1TYwuJ/gWyIAk2zxW9qGaNLD3xDvoKHl81eiMHZ7yIzbSRYlP1YmbzGVShcWPTOFbJd1dhkJc3b2LaFIDDsSG/6Go0M89K0cJsPofp2Nhh/3gopnFCuMcWQKW9qsonug8tynIk2w8O9I4rvLa9llTB7yuuRsiYu7ELDZizVoSYUovpuOPDzsuZMRLFffVlpoiqUTJ2GumoHJuooLTR4aA9xaqmOlRFEFED7D3r/8y+dOhhhtR9GI5Ba7iZVzTf+GQfRxlllPEcoUyqXkRwpM2p+d0YTo60lWA46/V3EwK6IjM0h6uQOETUEGd8GlfBy2LjVEYOAQ4xdafbmqwASZyscRCkG8m4ouJN/LTE17A7tphz6WPF5VUVyxjIuMTKtRawiimyY2mLHRU3Uvf/s/feYZJcd7n/51To3NPTk/PMzs7mnLXaXa2Sg5xzxNiYSzIGDFzCBXwx2PAjR4PxJdhgjHPCWZKVtavNOafJeaZ7Onel8/ujeru61pK9kiUj2fM+zzy71afiqXDe8w3vV34bAE0doGx62YJF6xKBwF7y1iwWQRoibyMibj7A+tnEKzp28eXRh8lXrCTtoTDzxuGqynlQyRFUopQd17XZGxngdOZ6LJJg3sgRUHQMx0SR0KGfoVzhYUKA4syR0AcQQqUsm7m2UBO/I2BFc45kuAMJ1IcER9KetdAGTqe3MJjvo+xYtGlRIF1tDyoao+NFFsruuX/nylXevfHJM8O66hK8dc16PnXmpPuDBOnAlXnXUja8sMCXzp3jdatXP6N+fMmqZbx843KGMwsoimDC8AdYH50dZ8eqTgzpIBSHSeOcr32y4DCd6aJsWxRDEQKKVbU8AWRKCkdnXWuPY4e4u0OtJj4IEpzKDlVVz9saelDm9Kpq+pZIN0cve67JgVhDzZElpupNIAxswl064aJCMKDR3hbmdNGzVOYth7nyanqj8yAUlgQLmKb3XliywMncWzm5EKfsQGddidp7ljNLXLy6heFMFkvarO/wWxbbYjHOZbyg+pUt3Zyf9oLdl/TN863J85XrFiyP9TMQ96v+L2IRi5IKzx1uilQJIdqBXwF2AFtxCzXcIaV86Ib1EsAfA6/DLUp2AfhTKeV/3cQxtgHvAu4AeoE5YB/we1LKy99j00VUcHrhUb44+teVJUlHqI+Z8qC7JKEkJeOlCtGSgrZQF5Mld8a/PBwj4dzLdetQzthHvb4KYbsZhIY2AIanqbQn8CWuxt5EWRroKEyXvUEJ4GJ2kP7o+oq0gMbZrH+QPJhvoC+4A1uaNBOjBf8t/maunXM5140yULrMu2IS8T+Q2dQQqOPdS17GQzNPoCoKSyMFZsreYF525lgdX8+8aeNIp1oG6DpS5QITFzczky9i2iZve5U/kF1TW5guuRYYKa/QFtrFZMlzGU7kopxIuYHQmhAsrU8yUXL30RSIczQ1XLVcFawrtIebq5pMq4PdPFH2SNhfPvE4t/X0EdeDlCyLnvqEr09/45bdXJuaR0oIahqPjfgLEX/hzJlnTKqyhsEDs9dIVwje9pYuhjNeBt6mznb2z4xUl+9K9nPBuFDpFyibATIVK9xYIcMtLT2cqAh+tgYbODLrXeeROYvb2vYSVC8CQbLOcor2YLV9QQ7zkvbbSeVcV1xmzn/PrkzOs7Opi0LJwJIO0zcQQOIl1M1TWMC8GiShRFioiSlMBotczrvP80wpzLZoHEu698RwGvnYNUHOcslqWz5EXzJUjY2rMzfx2ML1fhFML5QJqhpl2wIkVm1KroBcNEdnMoauqrQmFIZNT8leIvns6Ff4nVW/+mS3ZBGLWMRzgJu1VK0Afgu4DJwEbr1xBSGEBtwHbAA+XFn3JcAnhRCalPI/vs8xfgvYBXyucow24L3AMSHEdinlue+18Y87bGnx4PSnan4RFJ0SHaEuNKGiiATHMldqmiUdAYsX1emo2DRpJli1RZcdHKUJVeag1g14/XgiTFg5i+K4lqvuyC4WMulqe3ekn3NZT1pgILacy7nry5Ke4ARZ051xD1nTtMR3QkUIM8MazuW8Af1y7gQn0o+wMbn3GfXND4rL+TNMlF03qu0kaAro2JWgel1p4HBqELOy3BpsQhWeanqisIkDC+nKngSfOr6T16+/AjhIKcjaNaKYwmZFaIaS3YgmNFTZzJdTHlm1pCSpJ1haF0EgcZwIj89ermm3WFPfQEwPYjoOdtk/VbQdh7d/4nPMF1xX1F+96h5eucaLk9p/bZgjlULEEsmGvjZOTHnxOz+37ZlnYP7LycNVQgVwaGqUzS0dFAy3jt102U9cHrqQ4raeDVi2RBGCE6VLvvbZQplmvRXDsQgRQ+KPyRoq1TNUcsVIu8M3iIPKMPsvpciUXevi2ka/HtjW1nZOXPHcaquTzcxwPRNREouWmaos5u0ya+OtnKzolQ3EIszUBNUvWEXyYjtRdRrQODq3hZyVrrZPFkusSWwB08KRMJkOAJ5rcSqXY6PSwXyuSNmysBP+exoO6JxXXZPxcEZwT3czM4ZHync2Pj+yZhfxPMNiQeXnDDdLqo4ATVLKOSHEa4AvPck6rwe2Ae+sIVAfEUJ8HvhzIcSnpZTGk2x3HX8FvK12HSHEZ4BTuITrXTd5rj82MByD95/6IPNGCkuabKr3385GPUrJPOrObaVKU2AdszUf3G3hKwjLVUXP2zrhQDfSdq0FmtKFah7jug8wYJ7BUtqRjjvYXJB7KDveQCftI7QElmNIA11ozJb9+juj+RFag+sAhaRmkzc/62s/km/kYvGnMRyHpmAYOOZrv+5u+2HjWn6IQylPUHOivMCy2AaknEYVGmmrC1N6AftT5Vl6nB3MZxUcWzCc9n9Z9g2rpIu/Qqpk4EiTX977HV+7TZyJkhsEr5GjNdTPVMkbZBOhHJfzrvUwqIRIBupJGe4IX6/F2T81iuG41ox5tUh9KES65JKZTQ0dHL7muRf/6P6H2dPfR10wSMEw+duHPUukQDA5m2VPby9hXac7kWBP7zMXZQ2q/qzJoKYyPLFAuuie25YV7YzU1Ptb39jOQxc9Qrd7zRKO1yRG6KrK5QX3WZ4kw9amJRyadZ/dvniEkZLn+h4pjrEivpSxwjWiqooxu5FM2bMYnp6bZk9fL8WyiSIEmXk/QTt7fopv/a8x4noWUwredc7fD0UrT1fMwXBMdB00JYDpeJmuZakylnfJcTygEVD6q/corOo8Pj7Lgun2Q1c4iSaUqijv9rouTtT0Q3IygRITOEjXveJ4ge+mlIzPthGOL6DKIC3BJm5rfuo4ukUsYhHPPm6KVEkps99/LXbhctPP3vD7p3EJ1x3At7/HMfY9yW+XhBBngGeWx/0jjvumHmS85M2oZ8r1aEJBVlx4mvQ+xgibzmABXcQIKRrdAQ1hedxYYlISLQT1dkAQVOJgerdECIM5sZU52YAtDead7y6FoSkpDDuLKaEpuI50TdB0XWAJT8x5A/p7+zZTslyyIiWcLrRxNe9ey9WCZHtyGZMV60RTsJONydufaTc9bcwUD3No6nexZZGS7EEhilOrJ0GZ6bLrNo1qCgKBsY+izwABAABJREFUrEzLgrKOb5zIULRcEri8ocm3703tHRwa9/rhsSu72Lrk84DbD2cKMahYXSwM1jQ6pCdVwopOf12MawXPYFt2SqyqqydnNaIIgW1EuezUaB7ZRXZ19LCQNbGkg3VDUH2mWOKtf/SfTM5nkUDvRr+q/vr2Nv7p9a9++h34JPiZDdv4yqVzXEy5VpVNdZ0cnvX64cTlKZb3NJIru+7k2YxfBuHwxXm2rHRjg3RF4XDa7y4u2Dk2NTdhS5v2iMKs7fja39lwld5GV2ft6yLOt8551qmQqnJubNojeG3ttQl4/PadBZaHvlVd/sWeDv7M43ckQjCXd7edKhVYm1jDvOE+242BJPMlT9BVVYZ4edd6Ds1KAqpKo9bAY5OeVXa0mOK21pWU8jZCQjHrt7JdHU+zadUSMmUDy7ZZ0PwEMJ0JcfyEq0EX1XV+dXmB9vhiPcBF+LEo/vnc4dkMVA/imjVutEZd/zpu5nuQqieDcAM+WoET32/dH0ccnj/iWx4tzvPi5mZMJ4sjbSR+606LbtEm3BR+jRCq0orteO4lDZOy4RZ7NUWMZq0BUanHV6KZ4eIhZEV3ISGyhNROSrbLt+OB9YzlPHdfwRokpIQxHANdhLiW87sQvzhRz57G27CljhRRruZr43cEE6U6SvZtmI6kK9yLKvyWjucKUkrOzP09Jdu1gqicYUfyVexPuW6x7nCSqRq9r7x1lY31tzJUmCMgNAozqyha3oh8cX6W23r6KJoWQghmi3nf8b59Ad66eimKyGI6gn1ZP5lQFAeUMkXKjJdM2mNh8jXFjIs2nMkMAlCnxolqQfIVjaR6NcKhwYkqwWuNRAlpGqXK8rZEOyeHXWIjgPJYiUBYrQrHvm+v38svpeTyxBxFwySgqazs8rvNvhcCqsrL6pYRGBSYlo16Q96BIqF02WQh517b2o3tjGa9epQr25vYP+URxp3tPZxIe8thXeNMJcj/UhZe1r2UwUoA+UA4SI94oLruy9q+yJd6fpOHht39b2xo4/C1mpisiQm2LekgXzbQVIU3rLrPd66viX+O++L/h4INqoDhwmlf+0Jpgdc2pZAYWFicyvutlY6QZOQ0WBBUpa98VEjonL00S6riol3R7CflG/raOVxTp3BNuImJGndhtBgC3OvKmyYf/M6D/ONrXuUeV8pFxfVFLOI5xrNJqi4AOrAdeKLm9z2VfzuewT7fDnQCv/tkjUKIeqD+hp+7nsFxXpB4U/fr+ONzf1Fd3tXYTKommDyqDQDX3X2SKNPVyBNLlsiznCALCBEmpHVjmcer2zoyR0lsJKz3AQpTdgjJY97BZZql4VtZsIpIbOYsvxXEcErMGZ3MG1mkhP5olOlyutpeF2jjM+PDQBkosbWhm9GiF6g8W45wvpLldDI9wZ6WzaxN9D3DnvrecKTDtybvo2AVUciAcdLX3hkYYkuiDkdaxHXBVMk/SAaVEpJJyhLisQbAs+LFAwGOjk+QM1yis6Gt1bftL+/IUrYOVZfvaujhy5VbJiWM54Ncj7FJGWXWaH3k7XNICa3Bdk4ueH2WsbNsbelkpmCjKgqxYozHLM8aNFXIc/uaHgqihIPEOO2f/8zO5Vi6tIH5XAHLdpD2Da7L80O856OudVNTFT77Gz/B0rbG79e9AEwv5PjPh45Srjwn87kCze1RZiqq6Zub2jl6yTvXaxfmSLaHyBkGIU0jrfqN5efm5tnZ3oymSAJKgAcnbxDFLCrsbWoGHDaHDUSNCJsQ8O5tx9m5ZhBblpkYfRmHvYpO6KrC1WyauYJLcA9Mb2Bvq2cZ+0725Tww7h3vxb0DXKrJtH1Z0xBGtb7fJP3Ru7mSdzPypGznsRkvbXasPMmOluUcn5khqGqskp0cLHik6cLMLLuX9pAzTFRFkBaeWxHg9PgMO5f1UbRNHEcyOuwvjH5xepbNf/UPlEyL+nCIb/3sO6kL/c9k0i7ieYTFmKrnDM8mqfov4P8CHxdCvBc3UP3FwHsq7eGnszMhxErgH4DHgE88xWrvA37/mZzsjwJW1a1kb/MdjBQmAEFQnPSZCefKV9hZ1wYyj8QhXaOXBFBCIW1rgEnQmaVXq0NK76McEA5UiFYbjYyJKHZFUkGIZgYLZ7ArIXABJY0uApiV5bC6iXmjYgURkLWyBBStmgafNmsDkwUTBUljoBtFaISUGI/NeoOWRPKfgw/yJxt+6gfvtCfBE3OH+NTw56rLb27biWG55FRKmDLrmTPcQTJlTrI0uorRouuGi2ptXKyJ9SmETrKz9y4ODs8RCaqsaWjhiZEaN9fkFLf2dFO0LBQh2ND2bV9+QJO8jxc1vw5LmliOyidqKyYDIwuCSzNLKVomc7EIgbqCT1qgaMO5jOv27dSTnqglUBcOcKhwjYLlEoylPY2oQwK7Uixv7YoODo155/qBL97Pf73nLaiKguNI/u7rXokdy3b44Gfv569/6pWUDAtVUWhJ+ms1TqeyPH7qGiXD4tLcXJVQAZQMi03RDlJK1K2bZ/q/wCXDpL4UJZc1KGJS3xtjuEavaU1jmAV5GmyQFqytX8fptOfuXt+QYrLkCo5+oyRZ27qakO1aGPM0c6ZwqfrsNnd+lVWtb+fcVMVy1dXu1QIEfvmbTdz3jk1YZCnLEH9/bQng3ZcHRubY27UaR0JCM3Hsb/iuRXEmyMlbsKSN7dRjSv89pRggN62RA7JJv3VZVxXOzc0ym3cJ3obuNl/7hs5W9k14FrvtHV0cu+r1Q10gxFClQPdMvsBfPvQ4f/DS/xnNt0Us4scBzxqpklJOCiFehUuArtvLM8AvAf9Obb2M7wMhRBvwdVzVuzdKKZ2nWPVvgI/f8FsX8OhNn/gLGDmrwIPTxyhU3EF1Wg9h4X1g18R6MMyHqsv1gW3MlK5/0KWnlg6UnQxFdT0hy42jCqnLUC3PYhNkju7QTobMIqBToglbHq+2G84Mr25cR0KZQ8Pmnyb9g0PKyNIcaCZl5jBsE134H72QWs+hOXeGroosnZFGxorejP4VHdufdv/cDBzp8MXRr/h+++asw7vbV6MIScmJc3Ru2Nc+WxYsmHswpYMQGpLjvvYlS2bJNLjuzGg5Cp4xiaiuc2Z6moVK5tnJqR2sbvbMJIa+h4mst7+72u7ka2NpoCKLUQySM12rzUg2z93N/ZyvFKpuCTRxeMYjA2Nmim19A4zOFAhoKm2tQfalaopsyzleds8SLFEEVTJ5we+iPTs6xXv/9ktkciXKlsWC9FtJCnmDu3/9o+51hQJ8/g/e6SNWf/f5R/nWAddCE4sESCRCLBTcYyQiIY4OjlM03eckGQkTDwXIllyis35pBwcnrrsmBVNXyoTbdIq2CUiSsVkmK6cjBIQDE6xPJggqguaQypzxUM2ZCh4ttPKiWAyQjFiN2NKLc1KEZFWfTYY6DNvmRk+zIxR+e3QZqUqMYGs0woUaOYhV9a08NO65D+9supOo8BIQLpRWMVi4/hCMs7VhO4fn3WurE3EODXlJHSdSU2zt6uBkpYDz+s42Do95+z4+MsGOpZ1kywaqUMjjvycH50e5bUl/tbbimWG/ov8jw4O86LP/RtG2aAxF+Oyr3kJQXZQr/LHDDyGm6rkvg/P8xLP6NkkpHxFC9APrgChuLNR1t9+lp9ywBhWtq28CCWCXlLXR1t91vDS1ynnu9k/7vF+o+PLY/VVCBfDY3Bxv6twBsoAQKnGO1VaeoVw+gq3dgykthJSUrQO+/dl2iTatxZVQUCQ4Qaj5aF81g1wpuFaZmGag1NTrq1MjdPEtqAh8vqUhy5nsyqq0wPL4Ek6kvQHdkaDgZTGlDe9MbSlR0KmXSXR0uqNN7Gp6ZvpI3w+KUFgS62Oq7A0+tyYCaJareh4BBqJv4HJNzNdYqYHzWXdQvJCV7G5awljJvbaY2sjpjMeiJgInWdu2hdOTbmzamtYWDtZYg/7i8QR/9fK7KcoSpgyRU/yBx0H1ITbE34DpgJAK+0f9r8PwrEApLaVs2ZRiIQTj1aB5AMuEkYrukRZo8G0b03UuRs+Rr5Rz6RvoA2/8ZktbBwfPeIRyZX8L05lKTJgEDO84+ZLBn3/6Qf78F16JadtcHpnl2wc9xf5cwWD90k6yuo2qCuJ6gH0XvX2nCkV2reolZ5o4UlIWfnfyfKZIb2890+UcZdtEEX7LVltYZ0E77p6LhI5AF3OGZ+3cFs6D6cYTLpMaJ/SNpEyXxNtWE18/W6JQIXhzhQIddXHGMy55vWNrjBGzphSROENbuId0uUxAUSg4fmLz/51t5/fW7cFBxSTC2dyIrz2sTbE52YWDhGIdF2x/pqweUwk16JQsC+eGL7SuKAzPZJjKuXPULQPtvvZ1yTYeH/H6dUdXF4cHveetvinIsVn3ukezC3zk+AHet2UXi1jEIp4dPOtTFCmlDd7UXQhxvU7CA0+6QQ2EECHgq8By4C4p5YXvs8mPNdpC/iDWiKIzXhyk5Lgf3NbEMmIMVttNfQ9DOS+oNhHbAqYXJ9WriyopwpkEfRuYbrxPiiVcKdQMktYkHaFNlO0JNKGzNqyC5eUTtKsneFfXNuZtBxWHQzcUtR0rzbKmro28XcByHBYMf5YT2SjnjrmxSZf1PBOrs3Qk6p5mD90c3t7zZk6mT1OwC+iobAgfw64Z09do+xhTXoJEQxVRDqdqB0nBdDFGTN2KJSUhJYBdI6kmBLT12kzHLZcMqH4LXlDX+MsrPdWC1O8a0AEvecCwbuXRCY8cbGnt40BN/JDuaFzMuIRtqpBnZ38PR9IuAWzX6zla4wq6MDHPtpXdnM9NExQamzqinMl7QfWDgUH2rt5Gft5xpQXm/ATv/LVptqztpGRaSMdhYswfvzM4k2LLr/0tlu3QGA0TDuq+OnqlOjg2415bazhKSNcoVYhMLFSJPSu7lqqO+ji6qmBWsvg2rGrlUHbQO5epOpL1ExXSLgmpBRYqh5JAzgoS05LoSpC+YIR6xyuRowqLdTLCly+/CsvSyNBAwfT63HQcBmJJWowwlm0TDuV88SG2tJC5ELmce8Bl9RFcrWIXqxsi7M94RKk/uoGr+RprpNNUTS6QEta3rePkpLt+fSDEyckpihUX7aGpMVa3NHOhopq+sbOdQzWWqyOXx1m7tJV0uURAUTEKfqP+4ckxbunuwnEkiirYN+cXdP3alQuLpOrHEYsxVc8ZnlO7rxCiGVdj6tu14p1CiCagCRiWUhYqv6nAZ4CdwKullE88yS4XUYO7Wnby0PRBzmRcI+CtTUnShjej3rcwzkuTt+DIPFLojJT87p1zuassjd6FgyQoBKr9sK+9aM8z4SRxZJmiUH3SAQBN2jwlxyVSeWsJkZo8JoN6ZszjGI5LFlbF13Ep51kR1yd6uJjzgn+7w71MVU5PSpgfDXFdWqBgmnzg3gf46Bte/ZxYIqNahLgWo2gXMbGwb8h9GDE38K3J632XZU2incGaYGJLBjg17xItAaxMtDFadMlMXKnniZkJzIou0QnnCkuSXVxLpQHYujzJ8ZI3IP/XFYufHBggb5WRMsij4zGuZ3MBnEqPsiPZCxI0ofD4hN81OZc2WRbuwHIcEkQYkX6le5EJkBsT5LDJhBSoiVkOOUHOHZshk3ctL+uW+ON31i5r58gVz+qxqbudUxfdfpAAQYFVIUFz+SJbl3Rw4py7fkt7nMOzXp9NFfPsXNrFbC6Hpik0R6Lsu+qR1fF0ll1reilULKH5YJ5afc/L81m+vH6CIDM40uTT6R2+cw2qdfzq8r9ECIF0Csi5E2B7ZPSzj23nK0fygEUoNE/zkigzlWLScS3AmfOT5CsEb/pejb57omQtt73FWcfxXLq6r4tjOeKJIFmrDEhWNwyTqpkjOM4wCa0fKTV0EeHxmnhBISBev8AtshuJJKzpPDI0WHPDIJEI0qHEXdek5n/+FSHIzhtMZt1z297VxeWaItwrG5o4eM073tY1XRyY9fr5vZtuYRGLWMSzh5smVUKI36v897pm1DuEELuBtJTyw5V1HsMNLL+Mq4j+c7ipUD93w+7eixtgfgfwUOW3vwRehWupahBC/ETN+jkp5Zdv9lx/XCCEIJ7ZxMhZnZJls21ryfVXVaCLANdKKQwnDUAisI2M6VkuWkKruFaTDr68fjstjqdNNeM4GJWBSGeG/sjLqtaqpN5EyfAkHebNayTDO5H2eRzCXHG2Yzi1hsZTvKz9Hgq2iabASMGfzTVaGGZFbC0Fy8S2JUM5v5UkW/5eurE/GB6cfqTG/Sf40lwPr6s/i8TAkfCVmSV4RW0FacOmK9yArqjE1CiH52uD6kGRYdbWDQBQMuIcc7xBzEHS268RKOmYjoUasagJbUOi8PlrPcxWFMY3JhIM5zxStSLazoEad87Wzk4O1xQmDoVVTqU88rK5s5djY+49b4lGOTbhtR28mGbvjl4uFoeQEgYmVnCoxnJ16uokm1d2kjdMVFUhVfaT8uPDE2xf041l24Dg9JjfNTljFQmvjVG2bayIhpIX1Xp7AOUGi3PSPd4SLYkqBHalPRzQOJIar8aeDcikT3rg19cUCDgHkLhE9u54N58qe3XyXtXx5ioBF0oE6n4fmfoZIMRgeg1fPepZTksli3Wymd5IHA1BXAuyr+xZdDIZi2R2LcFoAVtK0jl/9ly6WGJVuQ17IUfJMhEr/eGjptPGfWM2brXGEusb2hjMe30lsw0cHHWfISGgP5nkasp93uKBAKdmpqrZo7OFAt31CUbSrkt3U1cHhye8+39sfJyOeJz5QoGwquMU/eaCCxdn2N7ZieJAVA/yiv4VvvaJ+Qwf+dp+SoZJR0Md73vdbSziRxU/PqEy3w9CiP8NHAaOytpsrWeAp2Op+uANy++u/DuEW5YGXOX1N+HKIKRwg83fL6Uc5/tjY+XfV1b+ajEEfPlpnOuPBSayWT52/FhVV+jjBxR+6e4uMhUitDLWTc7w4qYy5WPUB5ZhOEWE1Cjb8779fTs9xEDkHspSQUXQzGd87UkxSmOgHweLejWEz0cGXLbqGS9GAYjq/jgTVYSZNc9QtN0ZdWd4DSM1HsHu8HIen/bIx+qBpRw65Q3iv7b31ucsXu5E+pRv+WrB5D+dnyRt5jEcG0v6I5cbgkHmzWGwYcFU6Ah3MV70+jKkUS2qrKLREelhvOC+pw2BMMfTw5QrGXspI09LKM50RTV9bX03h2Y969PF3ChNwQg50ySgqMyl/OTy/MwsmzraUIVbr2/fzKCvPa8X2dLeju1IYoEAj+f8lq3ScDPpcYeSZbE0rvvaAgGFiwvzzFcI7pa+DoZmvAy8dX1tHLzk3bMtyzo5fNUb4NWkztS0u366WGLrks5qPFlrIsrR+RoJhXKK3ct7uTIxRyig0NnawOOT3r4vT6d48foeLK2IIuD25kep1WNtVvbx80s+gaI2E1LCLIkt812LCO6F1vMIoZCMFamLfJx03nu+QlnBhfMu0UnUhYmGA1VLVSSiccwaITPnrt+k1RHWtKr+19b6Lo5f8UjStw90c8v2a9jSREo4v9COpyYqSJehXtajSZ2oiPP4kEdkpYR4SOFF6+tQVKAU49vnvX6ypUNXS5xIUsNyHFTV/05YtkMkqzI371CgTKLfL3nRE01w4bBnvbxv5WXu2ewRq49+/Qm++oSnw7ZhaSd3bFjKIhbxI44/ww0gDgghruBymet/R6W8MWX3qXHTpEreRKqAlPJXcAsvf7/1PgB84Ibfbr/Zc1mEi/uvXakSKgDLEZwY38WYuUDZduheNo7fWyCYN0vk7TQAA9HlZC2P72raWr4y5y2/rfk2AvYj1eVxu5WU4ZKFBWBtbCtF4zAAqtLBSLFGFNM8RUd4K+PFCwhUwtp6iiXP3TdvnGFr8hbytoEmFM7O+2ONzsqr/P5LXktMD5IIhdjW/dzJj72p+/WcXjhbVU3vjw1wJuPFwDQHyowUrrs+JSE1x/UMAAeH1pBD1gwRVHSaQ3Eu5rxtbSxWNWgsqWtDEQKNEA9PeRIMJceiJ9xHjCSmY2M7/tesbNuopRDZggU49CTCDC9473d/U4KTWZd8SAnrGto5Ne8N8JFyiKPjNXXsmps5O+MO4k3hMMfHJqvP0L7MOJu7Grky6rojVy1v59CQN6AfHRxnTU8L2aKBrimks35r4rErY2xf0Y0tHRRV4bEZv3bUgrnALbsklrQJOg5jV/zxP2pngUJ8ggKQ1BWoMXyFdYUpcZGFskvKv5Ney4vrvBi+WPiVtCe/t1SAEG6MXjIW5tdfcxvv/+S9ALTVRTl9yeujhUyRDb2dzJVLaKpCwxqF/TWCrrNWhj1LV1CyLaSQFEf81qCLkxbrzO1knSymbVO4YfJBPsz5gy5R1xSDjs64T+i0q7vAReMCSNADAdpjS5moBKZHdZ2TqcmqBS+q6TRFIsxWNLW2NHVw8rJ3LZfHZ6kPh1y1eAmBov/5+rMvPERHLIZtOaTzJR+hAvjoV/dx7vIEJcOiqznBm+7e5Gv/9IET/Nf+ExRNk5dvWMn7XrwYn/WCwGJM1Y34DK7G5j/iputsBV4BvB+ICSGuSimXfY/tq1jMpX0B442r1/Bvx44wVCnYm4yEOJAep2S7I/7fnonzOxtaKFfUwcPBLYzlvWDz4eIwDWojZSePIMTYDQV4v54SvK1pCwqCsowxmfGXBpkyBDHtVhzpIEUMiV/hXRcaAgWJjSL8geiaEmSiPEzWcgeLvvh6BmvExl/SsYaf2OT/gD9X6I1289P9P8lEcYqgGuDgnH9gmSlPMBBdR8YsY0ubkuPP1lKFwCCH4YBZypPU60iZNRZkARcLbt+FlRDJQJyU4Q6CdVqIw9NjVe2o+mKIuB4iW6kFtzbax74akjRcShPTA+RMA5AUasqUCAHT5SyrGhrRFEGMMAfO+GOqALZ3duJIiKo6j2RqApcFxDoiNAgDw7KQN8TvqIrCZDbPbCV+Z1tvJyMzHsFb2dPCgSuedWnr2k4O1pTkaRswuFC8fi0z7Oxcy/6Ky7A1GuZM1juXK+YIW7tXcHhkkqCqsGd1nIuWR9I+P+mwOvY6JFksGWBb5Jd85yql5M+PPcJ0MYflOHxwx4uJBzz34Cu3r2bHil7CAY3UQoG3f+A/sWtK20gE18Zd62M7UbTVXj2+oKJxrjBKunIPu5LNqGOe6/L2jXEuFbzala2RGMN5Lx5RHa8D3GfIciQJJ8A4gqCm0t0Q4orpvaOmMNi03GC3JQlqDgulFr5y2bunecvkxavrCEaKSGEzc95P4LIlgxX1Tdhlh7Jhot9QgzEZCPLzv//pyjXDsjWtXBj3CGRMC/Cxr7lZk0LAyr5W1g+4Cd25Upm/vXcfC5XyPv/6yCFevHYZqztuXml/EYt4PkBK+VYhxG3A3wFjwK9IKS8DCCFW4FaEuSkskqoXMEKazm/vuo1/PXwERQgiSXh0wXPPZEzJqexLsEQK05GsUvwlUkzb5Jrdy4LpDh69kTowvA/2qkgM67rOlYSO0EsYL3nKGEE1wHTp9PVmkoFVpAw3jkpXmhgtXqzWIVwoH6UztImxkut+agysZLToWXSmzZPsbl6LLXOEFPjZZbufnU66SdzW7B1vaWwZf3jmb6vLHaGVPDrlkYPmUCvXY6ykhKLtvUYlx6Av0ErKzKAgaA22cKpG9bzolFiV7CJrJFCFQogID094/ZA2StyWXErONLClpFT2E5u0UWBpW4LJokHJtr5LY6g1EuZqqUI+pGBZUx+XZj3XZFDTODjqXouCoC9Zz2AlaD4ZDHHq8kQ1I2+hMEZXQ4LReZc4behr40hNOZcToxN0NtaRK7nlXLKm3zV54eIkW1d0gIBQGC6U/KQ7GJ/knVsswMZyQnxt1E8IlvTOI1quIpHEI8uoib8moKh8fV4hYwEYTMgDvLNvbbX93pFL/ONpr7pAIhDkD3a8uLoshKC13tXUqouE+JlX3cKHP+9mwjYmo5wc9qw9EyN5Nq/q56o6TUBodMfrOTjv3bNRZ4Zd69eQK9sIBWKtw8zXhJ9NG6NsmN1DJmdhWw4zpt/CZ5RstCxY2MyWS/T3RliwvLis7e2jFC03b6fNbqJ+5HbS1y1VAYVc5BSTlfXDvdNEr/aQr2TTbuhu58Sody3jVo6grlG+nnVpeCRLAKWZIo3JCKquUhcKcbrG6iUl/M3nHubuu1ZTNEym0tkqoQKwHcm3Tl1cJFWLeEGiIgm1GfgF4BEhxMeBD1ZUCG5aiWCRVL3A8cDFqxytDADxKZ1kb6RqBUkGdC4VrlCq6OjMGkE21sUoVyQX6oMbmch52YKz5RmCSpiyUwQc1ocuICvjnBDQq5wirW9AoBNUgqTKNQWXAdMROOpeHCnR1QB2TTyXEHB73Qzx+AWkLHOo1OMr6BhSFLY1PESpEuc1X25nafzd/E9gXWIld7Xs5Vp+HIHgyoLfgndkboZbmzdSsk0cJLNlf4B22SkR1Rxs6WDIDBE1QN72YsxsR+FshWg1BuKE1euilq5l4PDMODnTXb8tVEdQVSlXXEhb2ts5Mu+RtKxZRhPXrSgStJpYNiERjTlai1GCqkYyHOJYjSvQQRKPBNhW1wEI4obO/pHBmvOUdDYnCId1TNtGKH6CZzsSQ3OYt0tgw6ZYPUMz6Wp7X3sDR4c9ErbnziWcK3tkpL/OYLToknQpYVPDdo5VrHJNoRBj5ctV685g/hIr4su4UNEH29nUwnhNoeLHZx9hfWIjyUADhlPm7096hArgP84fpT1Th2nY2I7DL95zK7rmEYpd65bwjYfOYFk2kViQ6bSf+JTTIYZnFcBB67R9WZO60DiRm2S25L53O2J1vvoRbbk1PHzWe0ZWd7cynfUmOPFwEFnptmzBJjrfx0KdO1npCoco24er66rqLG9dm+X8bICIDs0NAS4YHgEraml2bdnA7JyOFCBLfhfrdC7P1o52UtkCZcPCKPvd7iKiMFjn7k8ly+rmBKOT6Wq7nVT54NdcdRxdVeiojzOeduMBQ7rGO3ZuZBEvELyw3HM/FFSExv9BCPEp4E+Ai0KIO6WUN6WzCYuk6gWNK3PzfOmMp4mULZlspY1StIwqVJY2l7hieC6VtFlGKNsJijw2DoUb4ncKdoa7khZlaxJbFlFEE7W2g4zs43z+uutLsi0+QM70XIJzdjNXC+6zJ4Cl0R7SlfIuCTVCzHkER7oz202Bz3A89HZGS+7+9jQ2ULI8t8fxuU/SHt6DpjRTtA16ok2owqup91yiZJd5eOZUtZROX3iAKzUJXRuS3Rye9/p1S2MnWcvrh5gmmDPcwSxvZ1mdWMmhSoZgc6CBYzXZgnNGlm0tfeStNGEVVNnEgzV15SZLGfZ2D1C0DKSAku23Bo3l0mxobSVtFDFsqyrdcB1BoVcFOycWsnTG44xlvcxLXVOrLrqQotKWiDK9UJEWCAc5OTJBoewSvqmFHI2xCHO5SsmUvnaODnqk6fLULImIq5ouBORV/7mcPeLQt6UbgUp9UGG06BEfIWBDYojf6skTFCZnyh38x6S/Xp8s1ZOfC1CyLQpx1Ze8pKDwqeFPVEsx9dTv4nSNZWuj3sFHvl5TFzMY4Gde7Mkw/OsX9zNUcfcxDZs3d1dFM+vrQxytyag8P7bArg1LOJa9RljRWRbpYV/K64cDYxl+etM2ArpBUAnwxHEdL1Adzo5M8duv2kt9JERAU/nANz31dYDBEcjEByhbNk7M4dZ6DadGxnd92ygd9UcBkHRydb4NsyI9oTg6B6/lmKmUtemO16EpilsKCNjY2sapC961xBrqUYSXlakMhGHWdV3bgNmhIqZAC6o0NkQ5NuVta9oOyUSYRHMYVVXY1t1Fc52/VNH3gpSS/xj8Q8aKlzEdgzd2/xqrEzu+/4aLWMSzjIrM03pc4fLr/67CdQVGvsem34VFUvUCRjwYIBoIkC171gnHFhyfcAONJ1MB+vqDVUtVVA0wlL9MqaIdVa8nffX6tifaKZieVtWQAV1KADCQEo6XmvEktwXDRogmtRtJEFVJcjXrWb0kULYT1Ae2IhGsDmWQTs2MW1i8tnmWlJkCTBwlyGjNpNmWgl88/DmmKllx/3vVq3hDz85np+O+B6SUfHnsYV9twmuFy9zWugLDKRBUBBNFv5DpkbkR9rSuwHQsBJKJkj/2TBVTvLxjHksaOI7JYCaJLT3CsbJxgtlKjUVN9qFNNFbjdyKqzvHUKAuGS0aXxht9g+CWlk6Opz3LVTLoCcJKCdZsCHBJkuU41AWDTOVzBHWdjnjMJ7FQcmyaeuM0GXFUVSEmdPad9chjwTDZ0N9Bm1l2j3/DTDdfMuhNJskXDDcLTfdnEzY0RDlQFTKVvG1VH5PlwWr725smaarI0/WE4YnoW7mYd+MBg8R4dCRdjT37wnl4y4ZOZir1JZfGBriUu1jdlxV8guWJHcwVDYKKirzmt9j8v3sP8KZdG0hEQ6QyBR467J+Izk/nWLW0DdtxCNfpDGf9QfflbJDsbJQs0NHi7whdUXjXktfSHasH4GuF8/zW8Der7buX9/GuW70Qjbxp8Htfu7+6XN8a4tqcSw4vpWAuexuJ2LcBiCgJUmVPBkUwxo66tRyfMtCcAGqpn5m8xyZHshluX95L0bBcSYo5v2Xq6nyazXd0kzHLmI7DdNn/bGdDJrO7HGxpk1IcmmYjzOa8dbRGjf1z7vN3fnCWdxY20xKJcjM4nz3I5dzx6vLXx/+ZpbH1BNWnVSZ2Ec8EUjz3ZWReWGVqpnBdfI/iSiv8C3BSSpn/nls9CRZJ1QsYLbEYv7l3N++/153pttVFOTrjDZJjGYON9irMwAwqGv1xleGaANq0maInvI15AxwpiInjtfqKzBuzTKovI2dnsBwT64ZR1JQJHltwB3tVLNAVaiVVo0wtRYiLOdcVPZxXeHtjF47jDk6OSDJVOoMt3SMKpolqHeQt13KVtu6oEiqAf7z4bW5rWU1LKPGDdtuT4sjsv3Aq9VksWaLg3O5rCyoqEf00trWABSyJb/UF1a+v7+JoyhuUtzf0cznvueB7ohZTpesDXY472/r59rh7nb3REKmaGouWGOTFPQMcmCoSVDR6Y0n2T9cEcGfneElPN5ZwpQUm837piguZWbY2LSFvGliOw9y4X1vKwKYUtyhh4UibRChEqujddRlWOJyqWGj0IHXhIJlihZSHdE5MTlTr8zWEQ0SDnvTAhp4OTlx1SbcAUpO5qmq6RGI3lWsqgAoOjsfZ3N6Mqqj0BhWa5Ber56EIeEP9CB8ztyGlwDZiFKxaaQEYm1/FTLkLw3Fo029Q5JeSUkqQyrjntizRCBNevOGGJR3URdzA9WRdhFfsXctXH/LISqw9wrHrsUjjsGVTO0em3eX6cJCTNcWbj09PsbGtnROV2pVvW7axSqgAXr5hBY+ev8bQXJqQrvErL7nVd6qv37iW+6YukrPKICRHJv3JBV+7XE8s8SbKtkNvzODOji/62ucPtXDq2+597ux3UOo80q0JwYXZOaaybsevTPglFlb2t7B/zCOMKzubmcB775JNIQbn3H0VHIvm7iiz5yrhBfEQx9Le9yZjlPnjJx7gF7etp+wYNAQSdIT98VXzxUPMlfZjO0WOZv3jVcaaY7o8THfEr521iEX8EFDAreTi4Dr3dUAIIY5fFyi/WSySqhc4Nra10anFMCybiKOh6IJan13O1Dmecj+4s8UonXG1aiVRRZCHZ1JkKiVSylYne5OnkJUdBAPbuZb3rE/1egIqEoxSQskJVNts6WATQyGNIkIktCQjBc9yUJYOl81N7Ih0owiVUSuJLQ9W2yUl6vR+LNGNI21m83Fqa3CXHfO7XF/PFgrWHCdTn8auFAwOiwdZFruHSzl3cNvR2MpEySM+OesIaxPbyZgldEWjLP1ij4dTw9zSuNKNLROS6dJjvvbu6Dl+fbWFlAZCJDib81tRHCTpSuBxwgr42sKqwpS8yILhDkhdkT5X36KCjclODtcoZq/t6mLmvDd46XG1GvCdtQyWtzSTGnJJVVs8xrEJz42VNsvs7O8knzNQVUEyEuHxyx7Bmy+WuK2/l3LRJU2O6b+O2XSO3q0tzBQLlG0T54Z6ffVBjfkKCU+VwUwsQXc8uYn/nlvDYxVhUxWV7lg7Izn3YmN6gOPzky4RASavKLx0aUM16SJc3MZoxiMHR61JmusizGbyhAIa771np0/37L1vvY0rE3M4AgJBlSdqSsEAFKbKbG/rwpEO4ajGQ3NXfe07W3r55zteT0jTiGr+eyaE4E/fcg9Phf1Tg9w/75Hwbe19HBj1CGRLMsqxlEt8BnNwa+vtBFV3ImUXm3ngIc/6NHZ1nh13dvPE3CihgM765lYO1YjFnl+Y4/a1PeTzZRRFoRCyfc/P+bEZdm7qoihNbCm5lvNr2Y3LHLH+ECXbwtJAsxXf94bIKL958lsANAWS/N3m3yOsugFojjQ4Nft/KFVkXBpFL6qIY1dclwOxjYuE6ocEKd2/5/oYLyDUASuALZW/1wMfAsJCiIu4WlXvuJkdLZKqFzj+/sH9TGXcAThVKLJldQf7K4HMrbEwZ2oKAV/M5FnfsA5TXiKgaBjOCjKmN0s9ulBmR8M9BNUMEoV5y28FSRlDRLTbyFllLGmTtVK+9qylcSzdDEBUFayvT5C30tX2jaEydbYbXNxPnGtKPeWK2rsQMS7mhyhXXJONwRR12jIylWK/L+vYTE+0+QftriqmS7PcN/UIZccgqU5VCZV7LvCalhGcpqtIWWLKDjFRY/ARQmHBSjNjuLEnm5JLGC16MTMrYh0cT3suwBe3rme6fLy63BJUmS1fH0RHWBa7hYs519KlyiYerrGoXMxMs7W5h8MzI0Q0jT3dSS4WveLPo+VBbmvbSMYwUYSoSC14OFUeZceaZZRsC0dKLqX8g+ScnSPWplKyTUzNJGhoFMya4tZhODXvXlu7iBPUVMqWO4qGdY0z16ZYKFSsJA11aKpSLVWzek0HB2Y9clI/X4cauC49IFnRNMdUpdst4FPppbylbgaTEKNGL1+bSnvngU1HUqUl1IUiIBZSeXTG6+Oi5ZDNbSRvlTEdSS5TR21dm4JtIfp08mnIYzFm5qpqwwBXJ+c5NuUSPAmsWdbK6VHPYlTXGObQyFilXbJmWQtnUu59qAsE+YX1t5AI+pXWbxZ/c/JR3/LR9DC3dPRhS4mmCo6k/QTukbEoH1nfhYLNuUwfxRuCzdW4gUjkKQMF3R/jpAKDsykmUhWx2X5/KaLlPU08UiMgu6WlgyPT3j3sCNdxdMFdzhpltrV3cqiSGdsU1ZmU3kRq1kjx6eGv81NLXg/AWPZLVUIFIOQQA+E3MlQKIVFYX+9lZy5iET9MSCklcL7y90lwzVR4RGtRUuHHAQvFEg9fvOb7bWY2z4qWRgzHJhnRuHpD7beOQAqJG9xuSEFtDF5IURgrD1Kw3alrR6jXt21U38SBlPeBH4h14ZVvgZxZz/X4nbxtYjpLgGNICUtDiWq8DECALKvCazhvdCHQKdFMuXim2u6QZluyhaFsCFtKtiVX8WzisyNf5dFZNztRAV7d1kvOdAloSIlhWkewK1bfJPfSEtzLdNklFwltPSdrMv5OpYfoDDeRtfIEFB0Lf+bYwzPz7G3egAMEFYXZ8kO+9mI5zWTmLgxbElbDGI4/fqczmcEMu4NROKj5auBpqFxcmGamIoq5Idnt23ZdXSePT3jEemtTF4dqrFGJcJChSvzOtJ1jR2cvhyrB5zeWtZkoZNnZ18X4zAIBVaMzGufgec8qNjaf4TVbV5OMhgkHdB7KDl9/HAAYnF3g7h1N5O0CtrQwnBusIFaAj6Rc95SUeZqCMZ8LWBghjlQG8Jiu0xiPMFeJAYqoOkdmp1mo6HvVqVkSoTALlXqXm9o6ODbmXcsHH3qIPb291IVCSCn5+/9+3DsOMDuTY1l7E0FNJRYN8vDUSE27QOZhZ4+r17S2oe0ZEyqALc1dHKmpB7g01sT+GjX5W3q7OTzvKeH/wYpBwrZrOd3YeYaX7/o1vv6429GRhM6JwJjLUoEz5igbe5dyfMj9Dmxu6eDkBe/+n7o6ydbVncyXii4hTji1rzRHpsfZ092DKW2QcHLUmzwAzJcn+T93XEZiYBPnwdkb48u8uLpEcD0CtWoJd6TGfTMK4yWXnE6VHuZvN29A+SElpPxYY1H80wchxJtxaxFXs1mejGjdDBZJ1QsYiXCId+7czL/t8/R/6loDHJ13B49rC3Db8j5OZF3i1R3RUMQ+7MrDHhAn2d30ah6bmSao6ry4LULB9rIJx0tDLIttrUgsqFwp+AOPL2VHaVBuJ2fZ2I6kpPhLoIwVHeaNpZRtg3RZ5V31YahxlY1YMa5WagmG1Cy6CGJetxjJKPeO5EkblaD7wgPsaV1GWPOfwzPBRHGKx2Y916MDXMwNEFFXYkmFVdEMtvxatV0Ik811gnkzhiMtrub9AZgOEqEYlGSOkg29Wh9jeNakvmgLJzJezNWdjRuYL3uCEidSazk4462/saGL4/PuwNccCjJueBaZq/mrrIwv5XwlcLontJzH0t4geXx+hM0NvWSMMppQyRb8LrlDM6Ps7urDdGwEcGzW7+aaMBfoaXOL98a1AKm8nyAKCZNp9x5qUviC5oOayi+9fBctCdc6snWshzd/3it1dMuyBs5kvQzPpnAb10UwAbpCFnPl631e5I6WLJ8eBpC06PUcHvMmCDnTZGWwjRbNRBMq9ZEAj896ruqMXWRXfzd505W9UPylJpnJ5xnPZqkLhSrH87c310X55K+9DSEEtuPwpv/8DCcmPCKdaNY4VMkAPZoa5nX9a1md9Ft9bha/vG43Xx8+x1hugbCmIy2/QOfJ8Vl29jWhKQ6tQYse7RFf+5vu+A4XtTfgIAk1KoxafkmdsC5olWHKlo1yQ+iZEDBezjGSqdQSbGr3ta9oaOSxaW/itqO9lwMjnjvxDetnydpe+/bkXvZXyg9F1TCv6by72lYXXEVv3TsYzHwcRQQYMV/GeCldbT+fHeK+ycO8pH379+uyRSzi2cbvUlMNRghxOy6RigL/IKX83Zvd0SKpeoHjvbfvZD5fRFUE4ZDOvw4f9rUPT9v0RwewHIc14Sy29LuHHENjciEOwGg0SENN8qiCykhxourmawispZY2NWgreaBGMXtXaw+5GlmEiBphzHZJ0VDJ4uHCHdwe/ioAGdnBmZxHFkr2HJ2hrUwaOQQBJnMrqoQKYDSf5sNff4CWuRClksVdL1rDwLJnNog1BhtoC7UwUfIG6ZTZyAOVgPBHVMGv9bdh2O4gKkScoeIVjIprsiEwS2NgE3MVfaD19d1cqNH7upKbJKHHWDBzqAJCWqFqOQA4vFBkRXQDjlQxnDoem/IrtEslwztXaSjCRgidgym/tIBRqCc9o1K0LFra/PE7mlAYXsgyWSlYva2x1xczs66xlccnB6vLO1q7OVBjhWnQoxyvygdk2dnVw8HhinsnGOb0oEcsrs6n2L60kzNDU4QDOm+6dX2VUAFs6+zkXdvWcTY9jqoKtHjKZ7k6Nj/HH66MExAZJBZnC54lCaA5PMzPD8xiyRK23ci/TO9mwfDctIqhc2rCJaNNkRDReIC85T7fQUXjZHqC+bJLClsDcUKaRqlSr+9ly5ezsrm50qeC33vr3bzpjz9RdV3+0qt2V2OuVEXhQy+9m1/8wn9SF5TURUMcyHh9ZkvJn554gH+//W08E4RUnbgTwy4WyAHRFv89HWgMsaC4QfRzZZhnG414GnCfvHgXB6dcciynJGu3d3A66y5HCHDxQqqabHB0eJyVHU1crCRKrF/ezsE5r9+PXRpn9bJmpkt5gqrKjXOYQ6lhbm3uw7YlYV1S5EFfe1w7z2+u+DVCaoDGYD0xzZ+Nvrzhf7O84dcRQuXI/AU+M/5P1TaBYHncb2ldxHOExey/G9EL7KtZ/nvgGPAt4DeEEOellJ+4mR0tkqoXOCIBnT957Uuqy6mHinzhkudGa4iEOVoJ9j01Cx/ctZWydImX7TTyzTEvWOgbI0V+ae0aUqa7fUd4FdcKnuVqrnya5bEdLBgGQqhcSYegJlPo8alJbm/bQNmxQUqGCv409QfSkr5gPVIaFFGux7xXMVau50AqBxgklFk0oValBUKOyhP/dpaFlEtsjh65xj9+9N2o2tN3FQQUnZ/pfxt/eOZv0GSQhN7AiRpZgoItOZzZQ3sojS11EgEdwzlQs4c8d7fppMw6JA45y28NKjol1sRCzJazONiE1SZfe0Rt4YFZlwxImWN9ciMnU56lanNLnimjolQvYUl0Ldfy7iAZJMbjo6mqtMATo+Os6WjmStZ1y6xL9HBg0iO6h+eGWZlsIVUuElQ9UnEdR6ZHuaW9G4mDKhSeGPJbriYLGTYFW7Fsm6gW4JjlJz63rO7l4+9505P2c9k2eSx/kkl7AWzYKP1WkNe06wj7O1UFpqXhXZzOeeV9YlqMGcu9L6o6y2uXl/j4afdD3RKKcmzKI3izhRI7WzqZdlIEFJXmQD2Pjntuzykjy50dyzHTrhvr9QOrfeeypK2B//qtt2NYFqGATn9bg699ZXKW+1/7Efe6nCAvP/q/GMp7Vtfb2weetA9uBl+7ep4zc979v5yeJxEIVglkb2uOoZqYvg+NNvOXfatQhM50oZUvnK6JB0RQGBVsaV3qFmcuB9lXrJkKCYgnQvRoDZi2jRryW8UkUFIM5pwsONAd8JOcpeFGDl32npEtS3dQDniu051Nb2RjcuNTXquoce1taVjBXS1b+M60a2m/s3UzS2LtT7XpIhbxXKJEpaKrEKIPWAPcI6UcFUKcAv4UWCRVP4743VtuZ7qQQ1NUYnqAr43469h9+dJyPnjrHjQR4nRKp2g/4WufKzVjKG2YjkFJ+j+4ApXzmSLTZdf0sSTUyMWaEnerEu08POUNZLe39XO54Lki3tQyjGm7biudaVZHX8HpirVKEc0cTXmD5IIzwe62TRyfzBBAY+NoIxdSNdICl6a4/75TvOSeDc+km6CU5MijywGIh1R6Nzk+bapZs55H5+cAm6Rus7sxTtnJVs41zJXCMAXbNbuElDqiapy87Y58W5MdTNdoCaWNGYJKkLJTRkowHO+1EwKikREG7C6CikZ7RGXauN/frpRoUTbiSIFihylYHgGUCBJmAx1GkLJtIyI3mBaEpECJWTsDNmxN9nK5xnK1vKGJA7Nev25r7/XX6yvHODnq3ZfNSzqqKukN0TDv2PnU9Rk/N3iIyZJ3sOPzE7ysqwNVpAgpkp2Jkxg1mWPCfJwVsZdjSROkZKrsD9BORi+ytH0dhmMTEZL0DQoyiiYZq5RpMhy7RmkeAqhcPT3LbMYl5f+YMdm9rA9N9Qb5ZZ1+8lsLmfub6v+DSpk/XHGOdx7tRgDdsSRvG7jpONbvwiNjg77lhXKJbU4HE/NZyqaJWOdPGHGUZpTGv0ARCi0Nkg2dn+XISE1CQDzKE9fc90xIWN3SxLVpN34tpKtcmJklXUkuGF/I0NtWz1A6DcDGpa0cznnP19GZMTqjdYzlMgRVjUjeP5H62INx3nLXDgxHRVNCrE14E7ybwftWvIl397+ckBogoj7zuLRFPD0I6f4918d4AeEMcBdwH3A3cF5KeT3Q8VFg6c3uaJFU/YihIRThEy9zLQdSSrL3l3hozBuc3jhwK6vrXSKyrE7yleEp9s+4MRENQY0CpylbrsvkQvYSA9FepsuVAG5tC9Nlz2V2rXiB1YllzJeLBFX1u9S8H52a4mXdA0jhEFUsgs6Xfe1xeQmhbMSSFiZ1WNdrdVSgjgcpHlYo4jAb8VtYdF1l4+a+Z9ZJwF8/4ll6syWbeKaHdNgloM3BOJdyg9X2lGlSsDeS0KdAaDg0U7A9slhyMuxt7kNSROBQckpM13hZM+YCtr2VqVKOsm1S3+A3i7eFY/zr9p9343ekzV9duOyriziR7eKRSjyPikJvvJGhbBpwy9qcnJwhW7FqTOVzdDYnGCu4ZGZLUxdH5rwg6FMLo7RGosyXCgRVDUvcoHqeG2dTa7tbr09qnDrgt0zNFwqsXdeOjUN/soFo0O+q+ofjT/CREwcoWhbbevyaSLqA7fUPULruVlVW+dLx9cAGhgterFtLaBNjRY+cnkptZrx43VWaY0vXAPuH3PNriIQ4k60Jmi+m2Nrax5m5WYKKyupyG0czHvE4NzbNV4+c47Xb1/D9IKUFpn9ycmv9IGde/7cE1YBPmuGZ4Nc27+Ib1y6Qr2Rdbom1c/aMZ7m6cChCbKOGKd134B29r6wGcytC8Icvv5t3/Mfn0FWVZDTs06qTAkgKNgc7UIQgHNZ4+KpHom1H0lEfI5oMYEsHPaa6c/YKTMchWoogFooYQLjRT9obE3X8c1Wyw2R14iKv6lnLzSKkBgipge+/4iIW8dziT4BPCSE+Dbwa+FhNWxC46Yd0kVT9CEMIwQdveTE//Z3PE1BV2iJxXj+w1tf+a2tv4+8vlCoz7jJzVm1gsiCmxdGVJmzHYMG60XIFGavIVDkNwJYGf7bg2mQD53JejNXtdXfTyLeqy+fMTYyXBitLY2xI7OD4gvvBD1t1HD7hWTnOFFLcvr2H8weH0IOCV71mE62tz0wItGxZHBv3u7lGZyzs9iZKtoVqaySjGpbtjfiO0Dhd0eyJayYBJYDhuMxJFzo56wwF2zXbxbRWNKFhVQbBpL6Wh+dritrmE6iqgl2xoryl59Ve/I5QeUvPz/CPlz+Irmiosol7J72MKxuHZFSnJdqJIiAiQzx4zRskTcehP95AczyIJR20G+r1GY5FstEmVygggUTQT3w6I/Ucm/P65pa+bk5d8yxVsfYQh2ZcS9bRmQleumwZdy1xJ3GpUpF/PHGgKuuwf2ia7QPtXMi61/6OJUqVUAEMFc/SF95A2V5AiiApK+g7l7niCVbF1iIwMW2dj8z4swVTyjyffPkbiegB0laO9xz4lK8dRyFTNAGTWd2v36epCtuWdnEzEEKDuvcj0+/1fou/j5AW/B5b3Tw6YnW8Z+0tPDo8iEAg5vxT/NHJMn/f+W56mxIE1QBd4VZf+0BzI/t//ecBKNsWr/jUJ7hcI52RtIIcr4iyBjSFtqYYkxUZFl1TOFeYZaZSJSCS0WhORpkpuURpY6KDE8M1JXYy09SHQ6QrhZTjHQJqrNV/fPw+lgaacWxXy2591zOLe1zEc4zF7D8fpJT3CiF+Hvg54DHgL2qadwAjT7rhk2CRVL0A8MT5IfadG6JkWLx0y3I2D9zcYADQHU9w72t++inbvz15lNMZN8j6TAbu6epg1qjE7yhBUsZ5yo77gRXyUTrD2xgruh/svsgA+6e9QfJEaoT2UIJ5I09IDZAM56lNHvun8TBvbH4NBTuATZDzRX85F8ucRC9sxXQkaiFMyfTLQbS9eobYO07h4BBNBICn52q4jqCm8Vu338bvfOs+b9+9Cqdz7smWbJNVySVcK7qEsDkQYarskcOslaIvsobJ0jwKOj2ROGPFo9X2nDVFp34H43kdWyrMmCa1eeqD+TRfWl+mTplGwSQQ9c/+deFQp1X6Vc7QFt7LWMFzuYQ0nUMzbpxMWNFpicSZLlRS6nWNs/nRqrRAVAvQEIwwX5Ee2NrSwamsR8JGjAkSgRALRgkpQTh+4nwpPEd/RwOKohAOaxya9VuuPnz0EaaUU5Qdg7GUdoNOlmBJRNLfUMKSJm0RDZ8xU6pcKAXImDZQYEmkD/AsdG2hbgzjoerya7p/ms8Pey7aX1h5G7u6PCL/9qXb+c8rrqWrTgtxYtqz9pwxp9m9spcT5yeQwOt2rKWr8eZJuQi9GOr+GDBARCH47GkqlS2Lz5w8xVjWZSe90Xpfvb49y/u4a8m6m9pXUNX4oztexJu/+BkE0BaKce6y9x4ZlkNLKEJDJIKmCKINQR6o0aUqmBZbYt30xU1XvLbsHyKyhsGKWCPjpkLZsr5L4DFiBXjTRz5VzQj92Ltezy39PU+zRxaxiB8+pJSfBz7/JE23AF++2f0skqrnOcqmxe//571MVdLY950b5HO/8w7CgR9cWmCymOYro4eqyw4wXWhhbTKEIiCq6gzVuGMQNhvqddrCTdjSpnDDB9d0HHCCZMt5shgERL2vvU7r4G+Grmf0mbyqY40v9mg4tZoDNSU6di7t4+QVl1w0JBRK9YdxKgPN6YWDnF44yNrEM0u/fuP6Ndw/dYGM5Rb/vVTwx+9cSpcIqP0Yjo2pgLxhopK1QlzIGoBBydaJaQqSSsC61Pnvaw7TldI0K5P1rrZRZer2810aLTzK9dXJ/F9kwyerQbyPzPyHdyBR5s6uWT5xMYhA0hFJcHzWi3kqOiYrm6K0WWE0RVAfDfDYnEdW85bBrY09FAxX/FPX/O6+rFVkQ3uUyaJFyTbRLb9lqyEY5lzJvWeyIFne1cz5Oc9yMdCT5UtjlWdEClY2bOb8vEsgE0GVon6aouESugfnBPc09VKwXFIXC25ipkZ1f6hwgbZgJ2V7Dk0EiKsFahUhbkl+ipLzG6giSH0gzCu6/UTjLUs2cy4ziiMdgjLEQyk/AXSSAtGmUbYspsXTqjwBgIi84WlvczP43NnTVUIFMJRPc3dfH2bKFXR9x5anFze4vbOL8+/5FQKKSq5k8Oo//3dmMl4AWkjXOTTkPkPx2SD1bSHSZZeEa4rgYm6GqaL7vWkIRIgFAuSMSimiZBunrnrv6NwllVCnTsl2XZdN6SQTNdp4H/jqd/jku9+MLR2khNaa7NBF/A9iMfvvuyDcD/DtuPFT08CDUsqMlPJPns5+FknV8xxf3n+mSqgARmcX+OLjp3j7Hc88MPY6koEoneEGhgteSv/yuiKzFQ0lVQSIa01kK/X4FIKcy06RtdwPtMYMzcFuZsru+a2r7+Foje7RI2N5VjfHyFg5QGI6frf0IzMG64PrMC0dKaM8Mj7na59qyrKuuQ1bSAZa8hiOv47dSOHyMyZV+6YGuX/Oi4va1dHN8QXPStISilczAieKsLJ+A/OWa40KKgnOLHjXea2Q5o6m9cwULyBkiIK5hela/Z1Umhe1r6FQMgGFVzd8w38y5hHkwm8jZQ7bKTFV9GtDRQMzbOkKYTgmQZElU24jbXh9EQhLTlaK2tY7YeJ6kKxZrpyrxqmZ6aqlqiUSIRIIUKiU/NnU2MGFGsuVGZwmpGqUbNd1GSl7Li6BoJgzaImFCeoKTTGNEcurJYmQDHSmGGirQxWSlqjDoOGRFxvJpdJW5o11mI7Durob5D2waNEylCpFuwPKFmqpT2NogD/b+qanjGH6xNX9nEx55Hdzy1KOVur1xZQA54dnq9mP375wmQcuXeHOZTcdf/qcYW1Lqy8RVpUwdXKOqRnXOvnJPOxaveRpxW4FVffTHg8H+e1X386vf+LrACQiIU6Pe6QnWyizPtDOZDCPrqi0JsM8NjtYbZ83Cuzt7qdkVkpbpf3nMD1fZFuij/lckbJpU7hBCMswLW7/0/+H7Ug0ReHz7307y9ueOiFgEYv4n4AQogX4JrAR163QAOSFEH8OfEhK6XyPzX1YJFXPc2xa2oGqCGynUiBVUdi7rv9Z2XdQ1fmt1a/hFw//CwLoiUTI254by5YGCS1Jb1BHEzBl9nEy66VnW5TZ0pxgvpzAkQ625X+cMoZbVNWRZcqOQUDxtweNFv6jolQgcVizopXTNYVqG8JR9lc0lA6mJe/ZsZRZ03VVhpQwtzW/8mldb940WDBKlGyTvz7lF1A8MDHB7b29SGGjoHBw1m+Z2jehUh/Yi2FLkiGFsjzlaz95tZcHz7p6X6u6YkC62qaicPJSgcmcSz4/FtjAr6ysISPaGih9ubIu3B2/lS97m5Oyeqsq62WZZ1t7iPsqOfZNoQgnU57lKm0U2d7URd5JEVYUwjTywIgXqD5dKPDSti6EVgQhKVt+/82cleK2Fd2kzRyGY1G64h8k9aBkPjlJEcgJwc5AY1VpHqAhonI2ewIkTOVVeqONzFf0xjQR4ExmpkrKJ0sqexubKNguaV8eXULJqkkgKJ8noDRUldeXJX/lKYnFbCnLV0aO+34rkuGWul6khAg6j5f94rRHRsafF6RqY1s7P7F+I584eRwB7NI7OT/j3dNj50e5b/95XnzrM6sqsLqnhebOOCXLIqBqlDJ+a6WiKgzPuvGLuXKUUNAj1QqCSwtzjOdcgtcdSvhck6vamjl01Ztg9DXUo4rrpYigLRZnct597i3H4fe/dD+f/Lk3oygvLCvGIn7k8SfAKPBiKeWcECIKvAFXFHQd8Mab3dEiqXqeY3lnMz951xY+cf8RggGdl29bRVdT/bO2/5ZwnIaQQ9kxMXAIKlEKdrraPhDMoFgPgYSY1sAT2p7qoKiicTo9y3xFBDOuRX1Wkj3tTYzWZG8VnUnCaoBixUpSnGriuqK2QDA3adDdHEdXFWJqkGNTte4bwYWxZn5h9Qy6cIgGVxPV4jd9nbbj8Lp7P86ljHu87c1+/Z2VDUlO1qieb2pYyuE5bxBuCCR9WXQvX7KCqxW5iKCMcfCyF/N0bnSOzWu6ObowAhI2RXo4VOPW/PsTId6w9G46w2O4r6A/s3G52MdPNt2Jhhvn9BuDfnFQW51g7xKB6Zio2BydDFCbRrekPsWU6Vobg7QRUNyyRQABRWHKHmS+6Lqb2kJNqMILml9b38nZ7GB1X+3dYZQ5TzW9sVsyVTGcWlKSKtYjlBmCika9nuBizrP2WdImIBrpjdSjoKAqMQ7VFA4uOjajhV3MlgSGI1ke9uLWAGzybG75CHXBVagihBD+eK9aNAZj3NLUz+M19QATRgMHK/IPSFjT2syFitBqNKDz0zu2POX+fth4/2138Du79xJQVR47dpXfeNwjVULAsp6WZ7zvDz90gPEF7/nc2tXJ0auVcj+RAKcXvNizqWyebc3tnM26Fsv+WAMHaiQ2RkoL3Ll8CcWCjYKrNl+Lwfk0u/p7yJbKWLbDdMavezGdzWE59ndNsBbxP4AXUCD5DwF3AduklHMAUso88O9CiC8CDwghflZK+f9uZkeLT/YLAEk1iLrgYFFm+MoMjiOftZnex699i7LjWiMylknWWokqXO2qei2Caj9RffcCzHN3vcOjCx2oio5OE5cWBqv7ylp5drUtw8YAJPFAkYWab2rGXCCSvpV0pkjZtAgo/rc6GlKYVl3yMWsJ+hI9XE57WUw/s/QCXXyzolB4P6ZxD3rg5tK3vzp0tkqoAI7PjdMeiTNVzBJWdeIRg+mac72aH2Z9fRcg0BWVA1Njvv2dmoQmZTuWIwk6QfKGP35HdzSiapCSbWIJ/8CjK5KWwAW4rjel+V25Ql9Fu/VAdfltLa/hX2p23xCo53yV+OTY2bqeBysundZwgFRNqaEyk9zZ08+B8SJBRWN9e4QLJU8eYLI0y87mVRRtEwGuRlQNxuUEe7avJmuVsKTNvJXxtdtOiTX1k0gcFBGi6CwhZXrrBFWdy7nr1sUQddp1dzBoQueRqQJzlbqFo/kmfn2gDlu627dEXkRDeCs3AyEEv7f+Ffyv/R9DFYIIYY6ena5ZASzFYWdDJ0IKVnW10BCNPPUOf8jQFAVNcWPq9mxeyu3blvHQIZfk37N7NUu6Gr/X5k+Jsmlx71m/CO9gap6BriYs2yYY0jhT8pN2bJVs1iKLRR0lXykiIWFoeoHRlHuPljX5z2t5cyP7rniTkVWtzYynvfZfvGsnAW1x2FnE8w71UsrpG3+UUmaFEL+Mq7C+SKp+FJArlPnE171g8mMXxvjao6d51d6nzgaaLc8zWZqm7Bgsj/UTv6FS/cceOMzY/AIly+R050Vf23ghw7vaF5CyhCKCCKn6JjTjRiOnF1xXQVK3CSk6pQop04TClDnMnOG2t1oJdOHp6zTaq/nmqPfchmMBnyuhqcth+nr4mJAEYwVieZWQprAyYdMXvLfmTGyymQ/S0PQZbgZn0/5MQsOxSIRV5mwLE4uwWudrbw4mOVHjVtvQ0Muxec9SlaCBx0c9t8fmjk5OVohNNKhztjhRLZlyLDfC2rYeTk+61/6hnVl0WeNetI6CthHkHKBz4xTyRaEvc7nppzCkg0Cwr6b4LkBZGWVPVwwbmzpNYDh+yxeGxvy8BVg0aDoi7gXNKygMFiaZqQi69sf8KfBLY90cmvWC+FfVtTNZ8kjTrtYc86Z7/xxZYmVcY3+FB9drMYbyXvmeklOiO9SLmm9EkTohtZ5z5cFq+1hRMm6+hM7wJBJojDw9927RKZGy5txrk4K+5ACX57ysy9ZSmONn3Ht6+tw4r9u85nsKfv5P4v0/91J+6W23EQroxKPPXLohqGv87J7t/M0Dnup5b2OSI8Pes7t1ZSdPTLnPVDSgc65G3f9Kep7tHZ0cnBwFCdvqujhx0XPRX5qd49b+bhYKJTRF/S7rx7mpGXYv76VkWkgp2TXgl11ZxP8QnqeSCkKIZcCHgF1AEhgC/gP4ayll+Xtt+wPiihBio5Ty+JO0PQHcdMmERVL1PMel4Rkyef+z9K3HzvEPn3yEUtlk16Z+/vh9r6q2OdLh/zv3YUaL7kdzV9M2fnmZJ6lw9OoYf/21R6vLO2/rJ5vwXHRvbpvBtD2zSH1wCwXDze4qyRbunfGCqFPmAmvqlzGcnyaoavRGGziV8dw7U+UFtjesoWSbSCkYGk5ATaHh4Vyad+wNYIgcljS5mPZfu6aVWL5kGIlEKgKptCIcj4wEgrfdTBcC8N41u/jvoTNMV7KaNjd3cLqmftup2RSJaISM6YZGC+lXdx4pzrA02oJAEBYBjoz6LVP5YJbX7woiFAfTjvOVmnIvQsDWpS389YteRkjTaBFf8NXAA0DOg105H32br2lIbmKoeLy6vKF+K4dr1OWTgUZOVyyGY8DellUMF9xSQ5oT5+FrXqLDmcksL21ZxvniRXShsirRx9GU57K7mptkS3I5WbOIKlRyZb9F9Fxmgs2RVRRMC0c6FO37fe0lew7DaqdsmziWSmu0gGl71q/pVCP3X5sFTFqjecJRnWKlPagIgupxRotujNaCNUdHdDeacnNK2x+9dH+VLCIkkZYswbRKUNNoCUQ4c8K7Z5bj8Jdfeph/eu/rb2rfP2xEwwGi4WdHFPPdt27h+LkRikULTYWDY5O+9pGxFFubOrAdh2BIY1/GH3smSgrRTJCyZVPWbojXlTCRzjI4lwZgfaeflPc3NfD4Ze9Z/at7H+VP33jPs3Jdi/jRghCiEziIW630w8A8sAf4/3DLxrzjOTz8x4C/E0LcLeUNBXJdcnfjF/spsUiqnufYtLKLO7Yt48GKKyCoq1wdmiGTcwOVHzx4iUePXGbPFpdIPz57qEqori/f3ryT9fVurbOP3usvS7P/kTS//rMxIoEcAcUiIA9T+9ksmkM0B/oAgxmz5btU0+uDJeYsd/ZfliUUFJzKHoRUOLcwz3RFHLStrgMx5k1gdvfHGDSPVPe1JBFkuCbda6Be5WrBXbvgSP574VZeHf8MUoJUOohGf+qm+7EuEOJnem7lvkuXkY5EF34314JZZmW4ASEkhm2i3hAQHVcjnJl0r0NKWNPQ5qvXtrG3zIh5Bhz3+lYnt3A25QZoRzSd96zdRVMoWtn+J5Hlr4JVIbP6JjBrAtfNI9hKP2V7HoMw38514cZQushYx1mb2IKUrqXp0Lx/ELyQKdIWWoctHWwrTt70fw96xQo+fMdPoykq+2bP+UiVkIJr2Xkmiu61rqrzawwtDXXw0LBHRvuTm4nEHqouz5ZXkKronBVsWJFYStF2rzMgEzw24gm6TuUL7G7qYawwS0BovKI3S8n2gt5z5jgXF77C6uSb+X5wpMNI3u/G0kIWp97zK2iKStEweePwJxid9Y6/ffmPR/HewbE5ju7ziM3mnV2++pA9TUkOjXjL21Z1cqgi2xFSVa5OzFO23Pf+zMw0W7rbOT7iEtSNXW2cGPZI2snRSbZ0dzCTy6GrKlHdL/3y1RPn+dm921na8szcmYt4lvD8tFT9BFAP7JZSXi9g+/+EEGHgLUKId0t5Q3zCs4d/AF4GHBJC/I6U8usAQogg8JfAwze7o0VS9QLAT79xJ6N1eaQKdSWd4w8M+tr/4+hxPnT2cQqmyZZl8rvuakyLVv+/e9US9l/0BuG962zaghW9MwmR4CZyZa94cFOwHdNwl+vFNV7duo4vTLqWj6gWYLzkDcizxhQb6ldzPD1IUNFZEu3laI1FZdIZ5+5VG8mUTRQFelomGKkxwqWsQX5hRR+SHEiLQ2m/G+vxdB0fPfer5C2DiBbg3pc6NIdvrg/LlsXH9x1jMuuee+NckGhPoOqi29zUxsWsdy0ZZ56Q6unvBKw41ycrQkDKLNASjqGh0BxVGbe8rEkhoL9xni1NWwirOusb26uEym1XIflhsIZBhJGle32kypEOfze/nIlKSaAlUb/7tk7r4PiCF5C9tn4FJ9OD1eW2UD1nM57bbWf3VvaPuAQwHgjwC5u2u64a4NamVdzRsp4Hp08CsLpuCUdrSNrZhWE2JQaYKxbRhIpR9LuiPnvO4M2rXk7BkliO4JLlJ3hXsxmWJlqxpYVlxlwtsxpY6SBDQwKwebwY4WXrVWQl6F6g0hXdxc1AEQq/teY1/PzBf67+9nPL7q5eZzig8ztvupP3/OOXAGiMR3jr3qeuW/ijhI984XHf8rXjk6xf04J0IKAqHB/3W12nx3PsTnQjHQgFNB6eu8FyFVZo7oxh2DZK8LsLmi8USozOuS7iLb2dvrYVbU0saWr4rm0WsQjgegzG1A2/T+IWO7b5ASCEqJfyhlpoFUgpHSHEq3ELJ39RCGEC40BH5d87b/Y4i6TqBYDPXzvDY/mKpULC7v4Wrlx1Z/RaQOWEnGV23jXxjB2VvHpPF+Nld/0dDZvoj3lxDG/dvZFvHT/HcGqOSEjw6tuO+J7UmdJJ6oK7saWDQMU0HvSdy87ofVidt+M+30H2z/tLh4Q1k2TwurnJH9SMFEwyyZiTAgfiZf9sdUW8mZTppdSvS2zkkRrjg13qIWO6A0DWLPOh4/fytztf95T9ZjoGc8YEplPmvrMzVUIFMJctsyewhFKsDAiigYKv5tlcOcP6hn7mjByGbVLM+SdImlCYTOWRwFQaXtXdzJThzdhf1LGFV3Q8teq2UDtA7XAX9BXI8rfBdgevU/btVUIFMFK4Sp2WJGOlQAqyVj211ujJ0iBrE22oQhIQGqdq9LYA1MQot+g9OFKypK6B+pCfifYqKyjPLFC2LPKKnzQJBEMTFoML7j3d1uGPPVuRbOYzFz3r0t39Szhf8lzAq5MhhgqDlaUZ7uzbxbevuha8Oi3I2QnvBh8cgbuW304w9BCaEmKg7mXUBW6+esDmhiX8+aafoGgbhNUAe1pW+tpvXd3Hw3/6CwR1jaCu/sA1+14oSMb9AfkN8ShXT01X1dDXbm/j2JT37PZEEhy56FqqJLBuoJVTU+7zqKsKVzPzzBbc52E2X2BdWzMXJt37uL6zldMj3rN7ZGiMFW1NjKezhHSN971o96KcwvMBP1zxz64nedfST0JwHgZ+B/hXIcT/xXX/3Qa8C/jTp6MV9RSYE0K8SUr5hSc9Xdft96tCiD/DLdfRAlwBvi6lLD3ZNk+GRVL1PEW6VCRvmswV8/z7qVqBRZjptVjV0IVQQG/QuTc1iG+FfCtLEhJb2vRE2n37VRXByhddJZB3g48NPYFaW9RW6+Vqwcsea4jtQJheDNYV5xZmakq2rEtsrw7iQRFgpOC5EaaMQTYm13K8Isi4Mr6Ew3Ne++G5Od7YuxwhZgkqCnV6kekay1XJPs5tTXdiSAMpJZ877wUdA4xlz1Kc/geQBYSIEmz6EkLxZBYem/kSD0x/GgBFdBLSVlTFH1VFcLE0w3gli6k3HkMPqpjS7Yzl8S6Opz0rW3s0iLrg6e80ijgjFWLjSLg23E6sbRpd0WgMJHlx2+3cLIQIISPvgNI3QNoMlRpxwwpcmI5BkQGmSwqmtFgS9cfaNAVj5G0vo29F3VrO1cSLqXY7+yvWpyOpEe7pXcntHa4+U84o8w8nnmC+5MbKPXptmluXtXM575LXZYGl7FvwRFkPjY+yuqmFmUKeICqq6v9YPnhtltu71mBZoArJWNFvJVG0S2xmPbYjCaFx2PDXYJxL381v7/ngTffdjdjbuvp7tieiNxef9aOEX37LbTx6/AoLlZCBRH2YkbQ34Zm5mKa3ow5VCiK6zukRj2AJoJgqcUtzJwIIRjUemBikdoUVS5r53XvuIKxrPHph0EeqAH7vFXeypc9vsVrEjxUefZLf/gD4QO0Plfp778clVq+qafq/Uspn/lHwIHCLI39PSCkngI8/04MskqrnIYYzae789L+5WXESltY3cKWmQGqzHuXAjDsYKTPQt6yewYU0AAEVSuFLTBbc5YnxKW5p3EpXxLWKHE8f52rey+b6ynSRt7R0YNju/gwaAM/ycDo/wdboRgQSizCnFvyimIq8yu7GdgQODhEenxv0tW9LjPKi5BEcWWK0rHJ4rvaRk/SFT5KvlC2pUzdRm9Ma1/s5mz1eXd7TuZ2vDXoThj9adQ3sq5U9gZn9SwKJDwBQsDI8Pvvf1XWdwBgv2bCGB8+oBDSV/p469hc8i85QNsdLm5ZhiTICMGx/QMCEMcMtrWtYKBuYts1c1l/mJJ0N8LlXfPgZpYtLWYb8v4LjDmZ3B4c5pq4jb7uWtZbgSo4veGR0ujROVA2Tt10i1BzUfLFothyhO5JEFQKdCN+64h/k/urUw1VS9dj4UJVQuRBQaCRphDFsG+lEgBqleylgGPIzBnmge6u/fl5ftJHvnPWsT2/bsYYJTlSXzYk1nB7z7vLWpZ0cqsT3xAIBfm7rM1PIX8RToz4e5j8/+A5M0yYU1PiDj9/ra48IndTRBWxHkgL6trdwYca7h63ROIcvVSzlQjKwoqFasFlXFH555066Eu5zsLKtmW+fucilKfeZ2bO8b5FQPR8hXXmM5/oYFeyhNijURfoptroGPAR8CffD83LgD4QQM1LKf3rWz/E5wCKpeh7ibw7vq8oMIMCREgWBIqAxEOHCNY/0OA7UlTU29zegKYKeRpsRy7Mk2dLmk0NfBSKUHZOwlvMdy5AO7XoIIQqAwZTiF1is0+owrWNcf0NWRN/Mudxgtb0p2MJQwVMXXxHfWi17ElYU6pXDmI5rYWrTv83WhndyeN79YL+uK1QlVADp8jFag9uYLWcRIkDeTlD77pXVg7yk9w5MxyGk2HRr/+U7V6f4TRzrEsgiOTuK6fizJh1NkKIIFkSyGorm6e8oAkaLM0yU3HNdUsn0u55N1hfs4vGaAO2VdS0+7+av7bj1mevvFP+7SqgAIiLN+mAvD6WasKUgrxQBL+4lb+e4s7mBolXEkgZFxx+jElEDlJxr2EgsCcsSu6tB8wCv7PWsOS/qGWBdUyunZl3iFVBVLqbnmCu5LG2YBfrqkgxm0gBsjXVwdrimUPHxabrW1TGazxBSdUKWfyL4lWMO796zgYCqojoRPnzRb22cnMmyvbUTx5F0JRLUh378LEk/DLQ2eBbc33r7nbzpA5+gbLhW27ZolFnHtYwKwBktEY5paIpCIhzizGhNtqAUhLIK2+raUYTCmvbmKqEC0FWVv37LKzg7Pk1I11jb2fpDub5FPK8xKqUc/H4rCSHeAnwUWC6lvG7C/mKlJt9fCCE+I6VMPfUenh9YJFXPM0gpOT3jtyzkTYMQGiXTYsEu0RWJUzC8GJ9kNxx1roCEwZTKppZ60mYacDPwTi1MMFPJwIuoOj3RBBnL/YjeXh9FWN7Mtdl5ghmlm3LlI7s0pOKY3pRjg/4A+dA2dEWiiSCXC35hwbg6witbE6g41GkKRcN7B4SAt3ed5ic6xxGUMcUAV2+oa/v4bDNX865L6Y5WvxUkoXWzL+0RxpPG3WwIfLW6rOv9YLqaXk3A7sQreOR6fJEd54Hznp/z2swC21f2cDA9hECws6OV83kv+PtafprbWnqxZRZdEVydDFPLos5nprltWR8F20Ai2d75A8zGg3tBxEC6hNd0Anz0WoSxokteOiJhOhIBDMcNql9f18Z0yXMJR9RJNKFhVfTA4nqMOdN9hoSApU2DDGcb0RSVplCEdwx4SuKqovCnu1/Kv5w+TFjTEAI+efF4td1B0tUYpaFBw5Y2sTn/J8O0HJKpKNMzJRwgusyf7dUdb+RXV/wkSiWm4urqb/Lfp7172NlQx8FK5tnRsQlevGyAl65Y9oy7chHfH13N9fzbb72ZQskgqKv8+b9+x9duGQ52yaFsW5TyJm2NdYzOe+7oBjXEkbPuPbt0YYqf3LqZnpoqD/3NDfQ3LwajP6/x/Mz+ew9wpIZQXcd/48ZVbcC1Yv0gaBFCKM9CfNZTYpFUPc8ghOBDt72IN33l09Xf+qJJDlfcP4bjEGkNVA04sajORWWY6zoIRdvGtjpp0OpQhEadVsfhtCfwWbBNusId1OsxBA6bIyO+KikKCzQFd5A1VWxpIKQ/4SKohFgTeBiwkRJKoVcyVPSygwYiATLlR7GBWUvSHlpGxnCJlyJ0VHkeo5I2L+UYDYGtzBuutaokb+VqTVr8w1NT7G5tJ2POElI00uUWwHvf3n8lwJfW7SSomCA1hOmvx7dWOcVXSq/EkhLKETLlrK/dKSso5QCm45DJ+98xAdQFLzJnTFIG+hs3crTGN7k82cijM54b9UNHv8M/7HktzwRCbYH4byFz/wRKmK/O3cZY0bMojheK3Nq6irCeQQho0tNM1oRNFuxJVsRvIWvlMB2Lou2XUJDY5A0LW5pkywYj+QWWJTzRyzWNrfz13pcDULJMHp0YZDibBlz3zpXiNDMl93zC+hzN8SQzWfcYa3tbOVEzCbg0PEdDfbjqUvz1HbuqhArg/9y9l2tzKVRFIRrQ2T/u9wr83eP7F0nVDwEra8re/PZPv4h3v/+TXimi/gRDY+5sx3YkkRoLbDwY4FyNgG/ZsvnjLz/A/3rJDoqWRVMkwqrW5h/SVSziRwyt1MaeeLg+U3s2+MpfAn8khDgJHAOOVv499ST6VM8Ii6TqeYjt7V38/d2vIGOUCasaf73PH+w7Uc7T1BqjYJgIHbQbaqJZdpSDs7NAmXrdpjEaJme5g5wChMRFpkuuSf8xO8JdkRiyYiUx1I1MFz1ycrEkGNAjSOl+ZMtKJ9efeyFgeeAkM0YXCipRLUTeOFlzJoKSDR3htSiApkRIlx7yWoWkUYuiiuU40uJSvoFacVAHyYrwPFnNJS8TLOdMzd63JwKE7SOI6/FP+lYwD1fbPzV/N4fnPbfZjr61HBh0CUBIU7mYn62m+B+fmOeO5X2cqZR/ub2tgTnDswaV9ePc0XM3E4USAVVF4O/zbwyf59LCrI+sPB2IyJsREVePaUtwFv3iR6qaYApgcIWpgtvv5VAjOipOJW+zXl/GmZxn/WkNdvhcl7MLK7ArFRhMx+F3DnyTz7zoJ3xk5zpCms7vb7uLvzryGKpQaIgFeGzes+AVpUnf6jra8wkcJAFHvV6+EYB82eAje1/FuvZWQppOPOAPqm+MRvjCu98GuFbZd332izw+5JHy16753oHmi3j2sXJJK3/xv19LvlgmoKv8yXf8ccXpTJG2UphC2UBTJWqjTqHsWcrzqsVbP/lZAOpDIb71s++kMfL8KQG0iBcMLgIvEkIslVJeqfn9rbjp5ieffLOnhf1ACNgE7Kj8JgFLCHEOj2QdBU7I6wPj08AiqXqe4pUDXjp4RA3wnm94QdfLIg0cma5YbMqwudBBWncHvrCicznnWQ7SZolVgS4S2ighVWF5PEzG8gbJebPAKPegigIOCjg2tTIhWTvFXOA2Ss48Dhb1Tm1QMwhsFBZwsMhZgq5IG1lzsNreFIhQNq7LJKiEtR6K17WMpM6kMUXeckflRn2EjvAdjFeEJ29vjpOtEQdtC3yHluAupssZQPK+ziFErY3ZPAvaGkCSdyJ8adJvmcrExti6vAuJJKRpPDI25GvXpMqSuiCGYxLUHIo1KgpSQik4x0LlXJeFlrkJvxWsa2hjoO7ZETRcEm/iZwZ286+XHyGmq9zaGiNlet+Y8dIcO+o345AHFNJWkNoJ3lR5nLiym5RhYdoO1xb892yikMVyHALqkxcoPjU1zZmK1EFdMEB9Y5i04e5DReHyTIaJijxFMhQmHgyQLbuTvN1LerlrYOlNXacQgj948V287b8+i6YqNEUi/MTmDTe17SKeXdy6cUn1/0pM4xf+7cvV5SXRek5USjIZps3qaCNzOXeSFQnpnE17rDpdKvGnDzzCn73ipT+cE1/EjxL+HLgHeFwIcV1R/RWV3/7pyWrzPQP8o5Tyv4QQGq5K+yZgc+XfDcB6XFejxPX/6E+xn6fEIql6AeAlSwd4xYqVTOVzICVXB/2xeleHsqzdnsRwTFQ0hnL+QKW+SBpVccUpg0oTZRHAqrF0DpfTLJiuezGpNxFFx8FlFAl9CdMlz/ojZAdBNGTFZzgpN+LgkjSJZN6OEEDBkZKIWo9pHq85ExtdCdMaWoMmNOacZgazXmaYwODlbUUKtg7CpkHLM+NTByny6s5p5svDWNJAVRrxyb8rSbDOAQ5R4LamzXxnxgvQTqptPFaRFpASNjR1cGLWtdiFNIWUGCZtuERs32yeu1r7mSi5VrJ6fR1H5rzB42LxEhubVjCRzxHWdH5j4+3Pqu7R1uYF0o4bHxbX+1nIepYnAcybU8xXdLGagv2+bePqUu4f94Lql9Z3M1HzSPzKut1PSajmiwX+5bh3vzNlg+2BNjKhHGFVp1nWc/+4R0ZTpSJ7+nsoY4GA165+epamvmQ9+37xZ5/WNot4brFn5RI+8Pq7yZUMAprKx754wNc+MpWmdU09JdtCFwqpG0h73WKywfMe4oeQ/fd09y+lfEQIcSuu1MIvAo242YD/B5dwPWuQUlrAicrfxwGE+wFfhkuyNgMbn8m+F0nVCwCX5uf46uXzVZvMjvZOUle8D9mGjWHO5L1BdG39Ug7NuctRVSGqnaBUIR95a5bO0HqGipfQRJCucDez5ePVbVPmLC2xnTgyB6iElBLlmpirrDXOkHwrs6aN4TgkdP/koWgX0UQMiwIFp4imJDBsb0RfosdJ2odAQquIcEHtpWBXiI9UydkjZEx3nwUrREKtp2SnAUgGVzBS8uLDvriQ46fqEghZCaJVm8HxpAfe1/pV0sadRFWLAEE+f8k7VyEgY+e4c6AJISARUjiZq42PFKTNFiwZxnRsNPyZiELAH26/k3X1z36B2LJdYN/sZ6vLWfMqK+PbOJd1yeuKWC8zZU+XarZ8lWWxraSMIorQGck2Uht7dqU0wt6mDRQMNw5ub/tTW5Isx+FGbrg52cNv73TrLI4uLPD4xX+nWNH7EgIuG3OM5tx7MHEiw4v6lxLSnvYE7zmHlJL3Hf4kx1PDlGyTD6x/Lfd0rv+fPq3nJd6wwyvYHkP3yTB0rG/giRq9ue3tnRyp1LqM6Do/v9Nfu3IRi7hZSCkP4paL+Z84tsR1QV4EPv19Vn9KLJKqFwD+9tB+XyLFgfkx3rxhLSFNI6SrPOj4Vc9Hi6O8vDuCg0VUlRiOP3B5wQ5yuZAEoOQ4JDUFWTX5SOaNedKma9FpDXYSQHA9lcNkDQ/VlDFZFm1B1AzgXaFG5kouobOkRVb2EqzIAQRElHrHi/3RKXBLJMp5Q0NTNEw6OJPzyILhlJDaLeRkAEsKImRxi5a7SFtFiupKIs4oYID0l7Vp1CV/3/cZwEJKuDz3qzwx42UxLW0JcSZXyV4sSFbXtzFUcK0/mlAYK04zb7gZf0LO0RvtYqgSSL+7edVzQqgAZssjFGy/Gn3eDDCa66VsmyTVCEpNdRAp4XLWZLToWjC7Q/W+bbu0Nh664t2zP33iEf7yzicvatsSjfGbt+zh/Y+4GWHxQICf3+QNkl2JBO+79VY+evgxogFBd2Mzj057weaDmTSfOHecn1n3/BtY989e4eFpT+39z89+g10ty6jTb7LW0Y8pXnnrah45fZVUoQgCDmX9E6nL6Tn++Q2vJhwI0BSN0BSNPsWeFvG8wQ9XUf35gucs468Wi6TqBYD1LW18/Ypnoemrr+dDL78bveLCab9q889XvJnk1qZ6BgseObm9aSMpw3XpCHQu5b1Yo8FiiiWNm0gZbuxSW3AFc4anqD5VHmMgchtFO4MjAlwtdlJLbC7lp1kZfRFZy8aWkkJNmRmAnDXPnbEOhCwAKuKG8k1RzaTHcos8WzRzWemnXCGBUgoOLzhMlNxZcUswzMpYGLMS17Ux0kbE2u/tTCq4MYgVn6HaXtV/EgI+tOLbvG5hNwEF6kMBrhQHa85EULYVNic7UYUgqIY5OO8RQCkkDUo9htOE5UiWBpbzXKEzsoK1ids5vfBQ5cyCHJovkbPc69o/N89ru1YxXXbvUyKwnjNZL6ZquHiRjfG1TC4U0NEhl6A2AeALF8/wC5u2M5B88hiwt63ewECykbCm0xgOf1dZmxXdE9ypuskTqrUUdaaxqjQvgD2dfc9CLzw7ODI7yiMTVyhaFuOGv8bdvJHnwsIE25r6n2LrRQBcnpjj/nOXq2Vt1m/uZN+8R6R/btt2bh9Y7MNFPO9Rj5v385xikVS9APDuDZv58sVznJubQVcUfnX7rVVCBfD2vr1cyU1iOhYRNcBw6THf9qcW5vmp9gZULFJ2PadzfivIvBkib7diSoOI5o+1kRLOFDQmSgWgQHOwxdee1Nu5f9qzgiS1dTTpD1SXb4s1ozhPeBvom6rFg23CzBse+dOYYX10M8dyIQRBhLKUiZJnBZsuF1kdv4WgWkSisiE86J97yCmy2hYsZxYpDZJOltq5UiKYYffAOSxpIaRCuryGobwXc9UT1RksuvmFCiptoTYmS240upAKx8cNxivrX0jNc0/PSnrjSZ4L3NL0ds5mLBwpsGWElOEPqr+Y6WK80EDZtlieiOFLwQPmjoQYHC8CFhs2+AU5VzY201//1DpCqqKws7PnSdtKdpEHp75UXba1K7y4fynfvJICJK9euoaVDc+PlHrLcfjtA1/jata9h22RKEFdo+y4Fs0tDX1sbVzyvXaxCOAfv7m/SqgAzh4f5yW3D6BpCtFAgHdsXEwuWMQLAueALwshvgw8JOUNekHPEhZJ1QsAuqrylTe+HVH5/3e1KxofXP/26vJ/DErum/KIzWuabRTrUSQuVd9R/04OpF2yogoFwxml5FQUtIujrKtbx2zJlVWIB9ZxOuvNSmfKF1ke3cxkKYuCjnTqAY9U3TeT4b39u1Bw95eUB33nKs3LSHUZUMZCxbGu+Nony0kerxSHbgwU0IWOKa+n4UmGilmmSm52omlEeV+ThqgEzZvqEorlh6v7ymgDJFC5Xtz8G4WdWNK9FikceqIZhvNuAHhCDzBZ9s7FwaZB1xFOHwoqul3P2bxn6SjbFv9x/ijv33bXd92PZwP3Th7iiYo1QEpYHu/nYta9ZxoqlzILzJbdDLzJUoZbWzsZKboWvc78Kh4Z95IZTpwcY/nGJsbyC4Q1nd/cvvtJ5RRuBnPlSfK2P6uyvi5HS1uJsmORD84gpXxeFCv+6tCZKqECmCzkub1rKWXbRCB4Y/e258V5Pt/R1+KfOHQ2Jvi7V7z8Sb9Fi3gB4bkW/3z+4SvAa3CD4FNCiG8AXwS+La9rBj0LWCRVLxA8VbbWk+GN3a8jUzpNkAJRFZrEN30zzZ3he9kb3UZQWKScOF+ev+rbvmzrxLQObGlyY/1JKeFcOsz5TBYw2dro1yFaHosyVdxXjdG6EljDADWWM30FmC7R0oGm4CZmSq7L0JRR7pv3Brk5I8XKumWczVwiomgsjXVxJe8puB/PF3ko+hpMs0TJCbKt/rJPPapsXWYfb2HeMjEcm4tFf6FxW8yztUVQsIqoQkET9ZQcb52i0cDj467bLKIUaQxFquVbFCF467LnZoaeNfN8dfyh6rIQ4Mg8yyLLAUFYC/DYTK2SvaBUbkEzGjAdh3ImSW1ZG6Tgj7ffzdb+rh/43DojS9jRcDcH5u93jyz/f/beO0ySszz3/r0VOvf05Lwzs3k256ycAwJJgMlgk2yMOeDj8zliHx9jHwzONg6Aj0kmRyEECOWszTnMxsk5d670fn9Ub1fXKq3QrrRo+76uvaTqdyp2db13Pc/93E+QZ8fyxejPjvEz3Nu/nzfOWf2C20hZSaaNSQzHoCncSli9OJqmFdVN6IpS9CIDyZmZWXpSLuGcypnc0LwETbnoGYFfaXz45k3cv7eLgQk3wv3bt20tE6oyfuUgpfwd4HeEEBuBu3AJ1ruArBDiQdx+g/dKKSdeeCsvjTKpeh0ixDS/XfljwLVN6BdLmTG8Mvm5oQXELHdS7FDhWPR2jqW7AVAQ2M4AKcslE1KO0xZeR29BfxRRlnFs1tPn7JroZ21NK8O5cYKKztbqGVKml5N7ZOYkbbVbCGAgpYK0Su07IWqd5rhyDQ42STteNCk9i9bAOHNr3aiZUNKcTqtFawEp4XPdjZxMur+BOxs7+WiLZ5Q6LZbx9LSnD2sJdjJW0g6wPthCV8rVqjnSpjEUY6rQ3kcXYXaOeqL2jJNneVU90dkAuqKyuXEOCyp/OaPPl0JUC9MRbaEr6TV81mjgiYI3mQIsqKwtiuZVFE5MpRjKupOeJiZpq22ib9w9/q0L21+QUMmzWqiXEbHZVvsWHugB21HQVZ1Jw0/K90/1viCpklLyuRN/S3fGXWdbzdW8p+OD573vl4MFiVp+c8kWPnf4SQKKyvLqJvZMeFHXo9OjfPv0Xt5V0ranjOciHND59v/3bmzHIaTrBPUyofqVx6XZpuZVQaHCcAfwR0KITjyC9f8ARwjxJC7B+pGUsvcFN/QCKJOq1yFk6l85S6gAGhgkpzahINGVKFG7y/f3N4cPoiorUYUgIAL0ZTxfGiEgrKrE9SVYjoVh11Jarg8CVZHkZYa8DRk75tt2c6AW3dwB2G4Nob6+GKkCOCNW+CwdtlXfxeMTrrg8IBTi6hFyhcy3dI6ztvImdk+793mNvoT9o95LxY+GFW5teBPVei8WAY4ZcwAvopOyjnFlzSZsmQMc9s2WNIoFxvJjqLKDnG1ioQJ+oqHbOr0Fr6pk2uAP1uWpCPgjeRcCilD46IJ38Lv7Po2CQkSNsWfc00w5ALbOonA7AoWYHuKxYY/YWMKhdmmYeDaMLR02L3iuPurDj3+XZ0d7yNomf7n+Vt42f/V5H9/Xug5xf4+XVtvc2srhWZes6IrKBxdc9YLr7p/ZUyRUAE9NPMbmmitYGO98wXVeCZpiESJhCweTHM+N8K+sbr4o+329IR6+8Pd5GWW81pBSHgM+DXxaCNGCR7D+FvgHIcR+4I+llD8/322WSdXrEY6/fZKOwgIlg1sVNwvqkoJJposB5pIyXKNJKaEmuIiJ/JnCsuBUxmI0XyAgcoh5sRWcTrmT/JJEHacLUS6Ae4bSvKOljZTVi0BwVSyEsD09oDD3YWirkJjYUuNMyk/w5miPcXPDZgQ2EUUha+73jc8PD1OnDmPLPFNGNQ9TmjqSnDBtktkskKUm6G9yXKk3MZJ7lrOvUIuia9k57Yn2Y+oCjpX0MVxZu4gnh9x0YEjodI16OqXRTJrP7nicv7ziRi4GYlqYqAaGk8eUNlWBWtKWR5TDMs4zg66GKqiqNFbEGc66WichBd0zSfqT7rl17R3n1oWLaI5VAPD0SDcPDXpk86/3Pcz1LQuoDfkJ8fNh1sjxpWM7fZ8NzJisTLjeV/NiNTRFKn3j9x87wZd27CFnWqxakjw3o3zRkLUM/qPrMZzC9306PcKGurnsHHMJ4C2tnayobnp1DqaMMi4hXIrmn681pJQDwOeAzwkhqoA7cAnWcqBMqi5niPgnkcYzIAupNG2erycezjRS6kgkhqjkQNoz8hMCFDIsiLSjCoVZu5H94wMlG5csrnRojtbhSIeIFmB02hu2kXSGDHS7D4mJJvyTli2qmMrvgoJje1PoevpLeg2ir2Ay5VYHTgCLY6uYyJ0lVgppa4i84+4wrj/NlfVv44lRl+Dd3BwiWdKCZyJ/hJbwambMMVShE9UqmLW8c0mbe7iqZiuOzCOQ3DPgJ6Mj+T42NTZgSgtha+yeNH3jUl68p8YPBn6K4bj7c7CYX2nQXwi0RJQgh0vc3fO2TbVaQSQaQhMq1Uqcx894aa60afIvBx6gs1kjb+c5MOK3a5k1c/y/018kaQ9hOAbvan8fqyrXPO9xxfUga2qbeXrEq0ZsiVbwzLBLRp+hnze2rWJ93RwADNvmMw89Tv9MgeCNwVtua2Gs4OC/tGLFRYtSnZgdZSzvb90VCFi0V+nkbYtg0HyBNcsoo4zLBUKIdwL7gGNSSgdASjkFfLXw72WhTKpehxBaK1R9BZxJEGFk6p9945aTpstycGQKKdNEtHbyhlfR1RQIY5muNikhdRqCtzCSdydxKWEkl2Eg6xIQDZX6YBWjeTeKc0WVjmY/XUynd2d30xmsRziuDiut1ON2HnBR72xnSFlLzlGRhBjIeM7wAAPZCVrCawGBrgQYzjzjG/9g637+du4gKnlO2PN5tMQtQkrIO3lmLDdFGNP8VUyVgXqSxlNFUf2W2uu4f9jTdHXEWtk92V1c3tS2lMfPuJWHQVXjY2u3PPfiXwBIKTk4fcz3WdqeIGG3kTINLCHQhV9cHRAB9o2517hCS5EIhpjJu1E2gWRCP8QP+t3vLCIqiGnVpAqRrw0NMU5lvB6L3+j9KovjSwipz203IoTgLzfewpt+/iUU4ZqDHp72p1H/fPf9fGjBNnKWxeDEbJFQAdgODPQsJxteiGlDOLz4l71ML4mV1a3c2rKMnw24Oj5VCAYyk8WqyQeHjvDI8FGubVxy0Y6hjDIuSVzGmqrnwceAFbidag7jEqyz//ZLKdMvuObzoEyqXqcQgdXeglKFnLiLs9YCY8o8HOmSEyEcOrRJpg3XVV0TOsL2UoOKMNkcG2aXmIMqNHRRxdMTHimysGkKVlMfrEYiuSLhmZQCWDLLE8ZSxs0aLCfP1pjiu+nSThU/HEtgFdzQr66Zy3hJC5b6UBMD2X2FJUlLqJOJvEs4FBRWBk6hFFrTLBF9nAxdRX+hX191cBG9Oe9Ye7NHaAy2M2UMoYoQca2KjOVVyYXEI1xVdwu2tFEFPDnqN4scEN2sa5mH5ThUBcPUhi+Oc7QQgvfNfSufPfZv3me5ToYyXqPr1bXNTOTd0FVY1The0tR21sqzvraO4eQUIV2hszFIX96LLGXkLG+a30xQsdAVB6GlOVHy2JgyJklOfZKAGAayiPif+u6niK4SqUhiOBZZFOr1Rs4kvdRkzInw8YfuA0AXCnMqE/QX0qxCwHEjSf+0K6I/NDHFzXOW0xavfMXX7fnwB8tvoSlcSVjTkdLh8yce9Y0/NnK8TKrKKOMyhpRyS6Hv3yLcfn+rcVN/fwrUCSFOA/uklL92Ptsrk6rLAELvxAjdjWN1IXFIGf7IgrAHsJU15O00QjoI4fdEy1LLSL4gRBbDVOl1TJluZEtKmDRT9GXdCX84E+AP2mpwHDc6ZCtL6MkeKm5rZ8pmaziBLPTreyJ3I5b0yMuBWYN5kWpsCQERZtrwWwckrVnmRxaiCEGjFkRxHvJGBbRpAc6IjVjSJiZClHpogWAw38iZjEsAEgE/KQqp9Uxn9+MUyOfa6s08OealC5tFB0+ULH/56G4+uOzitGNZV7WSpZFrGMwksR3YN+73hjo9M87ShkryjoWKSv+k3y6ioSaJqHbJqaFXEjD1YjoRJHPi+5kptCIKqS1oQisS283xODXWj4vbkrN/CjU/QAi3n98XTz6CUbBQcHCIhm1E0n0xjaoBDo94xQOmdIhU6SwK16ApKonqAI9Ne35gOdviS8d28b833PDKL9rzoC4U5/eWubo3KSV7JrvZOdENuK2IPrDgyouy3zLKuKRRjlT5UOj711X49+2znwshGoA1wHn755RJ1WUA2zpDPvMNzkaqqtUlDJa0yRsVVzFrehPdhDOfOC7xcmSA3Unvj02ZoyMaQc9KgopGVaCGPdNeNGjCcjiUv4X20AgOCjkZAvYWx1NOmofzb2bUSGM4NjnH33jXdBQOJiswHANwuKmuGaOEWM0JxbHNJ7GBPhM6ogtQ7ZOFYxX8fFZjpBCVGcwKFsdamCrod2LaQvbPeiTr2akRNiaaSBaiVSbzcPAq0wy5m6WJtViOREVl+ym/a/l/HNzO+5eu/6WNNF8MJ2fH+MbJE8Xn0pqqNiaGvOq1ZfW17J7yok9r6uby7JB7niFNIaeeoeCJypQ5zaLYIg7NnCagBthYlWDG9KwncvYAG6q2kLezaEJwZ8WQ36ne6gJjNwQ3I6Vkb8l+AZJWkjlVqttGR9oouRhJw/OuiIYC7Cjo8mI5nZqqSDHKJoC3LXh1mhoLIfj/lt3C3x27B1XA/Fgjc6Iv7CxfRhllXN6QUo7gitTLQvUyPBipf4eSnntB+yjtketRySOkZOeMv23NQG6M91R1oJAhY+v8bMbfqLhCt5kqRDkMZ5yIWkHGPhspkejKECcyLhEKqdVoIoxVEM1rylx2z5wqek3FNcfnmt4SbqLrbJNjBEdSUeYEdRxpElKiCNuLegEcM2xaA0txpEq32cpI3vPQcpCoSgNt4QokkqRdA3jeU5Z0OJZezalUE3nH5MpavwllQKngdGoIs9DNYGX9cp4Z9KJqb1+08qIQKoDPHX3c96K3Z6qXK5rnY9iuNcWJlD81eSbbxztWKEgsVEXjVNpvH5AyVAZTcQASQmFJpb+JdkScwXC6sYEDuWauKvV01RZDYCPgEpPfX/oGPrLjS8Xhjmg9uyfPEi2bRQ06IwVuGlY1jo97kauUYbI6UE80KAhqChvr2ums8rc+upjYO32U04V781TmFHe3bWJ+rGyrUMblhXL13/NDCLEZ+GegCjgC7Dn7r1Ad+JIoWwlfBtBC/tSKojRSYe0gau0mYu/hiqg/WnRzogbFPgZ2LxFOcWeNRxwUFGZML2KTc2ZZUVGFJhRiWojr66pIW15kKWdPkgiuQtc2oWlbSMmFRUIFkLTGWVqxkHnRuXRE2knbfjIwa+QJiQAqDraTRlMSvnGhVnImu4ee3E4c66fUBkqbBEukM8JA9giD2aOkjZ1U6ZXF0Rp9DgdnesnYeWzpsGNykrjmbd9yFhQJFcC4eopFVTEW14RZ11jBh5ZtfJGr/sqwutpv1tkcrmD7eDe7JnvZOdnLoniDb/zaOVH68ycZyHfTmz1JZ7yjOKagcXzWE03tn84QVr20ZWtoIdNGd3G5KzvIpHIFUl2I1JZA9LcRJcL4TbXzuTGxiU6xhIXOYnrTnmcVwJA9wqL2CG1zdBobVZxzqiQrK0ycaB/ZYA+H8/ueY/h6sZAys3yr12vf5EiHzx3/wauy7zLKKONXAv8KPAW8B7geWIjbyqb7fDdQjlRdBtBDN2GG34idfwpEmJA2F0zPa2ghT9EQeBejpoIjBQ3c41t/lfowkaZVCHLknADfH/dz8ZBmUB10o13TZowG3Y0sgau5OplV6M+6VX3VegOKS5EASGgNHJg5WiRajaEGBKK4vKU6RrJQmejgMG7VEsONiigigGN5wnhV5NkWG2dPth5NqFTpMUZynpWEQ562UA266MCRoAgd8KJ0GdtkJreavswsedumPe53jo7qgorGI8Wo2snMVtYFL06rmnfP38A9vQc4PD1MQFFpCCXoT3n2ALtGB7hqTh2qMNEVyYR5wrf+YLaXhbGFLqGRQR6aGfSNn0jVkLSXYzgmjoyR8J2qJCLGkGdNYnM/RIZuKbquH58c5zsHu4rUeNPcesbwNF9zIy1sH/OqOFe3dLDztBtBDGoKY2p/Mb04np/lCyfv53923vlLX6vzha6oxLWIj8QtjL/y1j1llPErByncfxd7H796WARsklJaQghTSvluIcQBXIef80KZVF0miFR9rvj/MvMdZAmpmnBa+OHQNGZBqLwuvJVNwR8Vx2e0VTg5r1/flsq7eGzSnSSFVHxeQH25FEvjG3EsV7MT1FbQn/Qm2ElzhPmx5SStjEuuZAxZ4no+nBthdWIZhpND4iAdrxIRYNqcYFG0FkcmkVLiCP8trKoRdI6AhLQZIawmyNpuyk9KODircibtkrK4GiauRUhabnSsPtDIM+Oe5sqWNhE1SMZ29UHLquKcTnvk5EtnvsHSisWEn8d64JVCUxS+fe37URBoisJn9z/M7hK/sOZYACWwC0vaWMC8yBKOJr3r2BjuYP+0pw9bV7OM3RPu96AKQU4Ok7Tc6NXumUnubFzNrLEPgNXRDgL208V1Zf5hZP4BROgmAP5lz7O+1OT2M2Nct6STvGMhHeia8ft9nbIGuXZ9BEuaaIpCd8Yvqjcdf3r5YiGoBvjE4rfwB/s/D0BIDfCO9ovTELuMMsr4lcQM7jRnARnhVud8DtiF28bmJVEmVZcjwm+B7I+Qxi4MGeI7s9djSq9c/5/6HP7f4q2ERBopFcaNk77VW8X9bK66HYmD5eg8NuEn8YZtMjdg4MgseTGOQPel/GbMPD0Zt5qwKeRvoVITqKIreRCnEMoIK82E8IwsV8bqMEv6Bwa1VZi2e+xSBjmR8wieKTPUBzuYNSwCikbGWcSZtDfhJ+0sy4NLSOY1pBRouoQSofqkkWGVvozR2Tym42DU+KsmvWq6i4OA4oWPPrbsSn7ad5S+9DQAV7Y6DBpearI/e4q50QYENrrQODTjT/8nrT6WxxcggaqgZNDwu6LvGJ9P1+RC8rZDon2cdTVP+8YRXqXkluY53HvS89FqiVfwWF8/diHNt7m5mT2GJ2bf0FjFkZRH+FYl5rG3UNygC5Vfn/fyKv/GJlP0DkySy5ssmtdAXfVLO8GfxfrqxXxt8x+jCZWIGiKmX5xmzq8GDh3q56GHjpDLm2zcMI9rr319WkNksgb/+c2nyOZNouEAH33f1S+rV2UZz4Ny9d8L4QngZuBHuJqqrbiE6rm9vl4A50WqhBBNwMeBTcB6IAZcK6V89Jy/SwD/F7gbV+jVBXxGSvmNC7WPMl45hFD4i4E3cf9QBw6SrfWVgEeqWoIawtpFHjdNUhXYyljO69eXUq9kNOO1j1lVeSV7p7uBQrPf4BEM200HBeQhVla8if2z7iRbF2wvRooAhnK9LI4tZzg3gyY0GoIhTlke8TmcHOWuhg1oIg3SJij3URrXyJsnSSqbsGQeGwXTKemYDNRqaZrFAQCycpSwuoGs7VoqSAnH+jSOjruaoKaKCMEqjXwhctKk1fLoqYHis0GKChrneNYDd7bcelGiVM+HsKZz07wKDkyPYDgGAS1R2t6RqBYgKI5hSxNHwoLYNg7OehHCuNLBYyNnlyVvmDuP3uzpsyfGvjHoLxC2Pz2ic+OVa0gUqjZFYDMisLW4rbcvWckPjh/hwOgwYV2nsTrKwLjXwmfH0CA3zGtECANNEZzO+g1dT6X6ubKuEQebCj1KbbDivK+DlJI/+/t7OXDMJY0bV3Xw959888uaZJvDF6cR9qsJx5H84z/dz+nT7m/lySePs2JFK7W18df4yC48vnffHr7zE8+cdu6cGm6/fsVreERlvI7xfuCssPYfgG8Bo8D2F1zjHJxvpGox8AfASeAALnvzQQihAQ/g+jl8rvC3NwNfF0JoUsqXsnt/yX2UcWFwIjnEz4f2F6NH28cGWVZVx1DOfUB/pGUG8HQnUXMnSW05ljSBACfT/siU6uziLQ1tqMIhrIJh+kvu5wb6qK3M4sg8GVnLmXP8aQezOodn8kCeDedEHRqCEdLGE8gClaoKLyRY0tDZ0DYyXdLmpj28mRNpN7KmohDjRJF7hEU/b6jfzHeHJCFFp565PDTuiayHZjNcV7eQrJlHQcHJB5F4EZ8T4znevfJu5lfHCSoBVlUuf/ELfQHRNdvLY2PexLJvCloiMdK2G5lbFE0wlPNSl1H1MPWBZoSwCSpBtg+ViskFB0YVFlYuB1QUGWFPus83/m8Dd/Anyz8KhBDafB9pUYTgu296e/Gzfz7wFLvHvWhiazzErNiPLW2wYUliGbsmvXtiVXU9J1NepOv+4Ue5rem687oOz+49UyRUADv2d3Pfw4dYsbiZXN6itamSaOT12fzXth16+ybI5yy6uoaKhAognc7z3e/u4CMfeX2kM4cmZplJ58hk83zjR/6o6he+8SQTRo6cYZGIhXjb9c/fUqmMMl4upJRZIYQlhOgEDgNvxvWpesnA0FmcL6naDdRKKSeEEHcCP3yev3kzsAF4XwmB+nchxPeAvxFCfEtKaTzPei9nH2VcAOwYP+FLx9lSsrHSxJKj2DJPVIuWOjDgiAgjxjC2dLVHjcHrOZPxBN6LY41Y5iMAZG2oC60lmd8DuNGgjJ0haxX0PIyyJHYbR1MuAajU2tk+4U2SOyeHub5hPlNGHyFVZXNCkDG92NSZ7HGWR68FsjhSMGb401yOuYebEq0IDHdveb9Auy4wyfy4y+qCto6u1GI6ninT6KDD0UIzw7m1lShCFKvX5iaqeNeC69CUV79o9tGxPb7lpJWjM96A4SjYjonbLNuDrlgsqziCJfNICaOxN3Jgyovi1YdqeHjQJTpSwsKKRk7MulWdAvi1BbegBF/Y6qCUZP3msk3cc+YIp2Zdsr1pDnTnvBtoMHectVXNaMIkIBT6s92+bf2g/35uabwGRTz/dX3smeN88b+fIJ+3aGh4blTr+z/dy1//6/0A3HLNUj75P257weP+VcZ9P93PP/6je57xeIhYLEgq5X2n11679LU6tAuKsekUb/nkl8ib7j20Zk4DR7s8C5HGjir++XtPFJfn1FeydcXcV/04f5UheBUsFS7u5i8KhBDX4pp/KkBIShkTQgwBYWDqRVcu4LxIlZQy+dJ/xTbcLOp3zvn8W7iE61rg/le4jzIuAN7ctoUf9G1nIOtGLxZXhElZTxd9i34xZfLWygZw3JTguLIaW3oGnhFnB1X6AsBEVzRfWxuAqVwfWeVGHFRCqk7WeMg3HjANhseuwrAdnEoNN3V9FoLl0UHywX0AhJVVlJoshNVqJnK7kYX4U1VgK8O2F4WZG5mPND2Pp9rQlYzlXELiSIU9qRDgkqq82sf18+fz8xPub2VZop6j/d7b/5nxaa5a1MGMnSOi6bx/5brXhFABvKX1Wn4+9ExRNL8gVsFg1iNalqxCEwGswntLc7iFwayb9hQC1tft5+hMG9KxqAoEOJn0/LxcfmSxLNSKJhQWVtayOHH+3lFBVeNHt74XSzqENZ2vdX+H7lxXcbw6oDMn/DR2oWoyol/F/hkvqnZN/eYXJFSW7fD5rz5O/6D7HQ2PzdK5uJFjp917c2F7HSfOeOfy80ePcMs1y1i/sv0Fj/fZ7j6GkknypsXdK5cS0C59aWk+b/K1r3mGrclkjmXLWjhzZoxAQGPNmnY6O5teZAu/Ovh/P9leJFQAPZlZEhUhHCAc1jk+6o+U/823HuF9gSw5y6I6HOameQtf5SMu43WEfwY+JqX8thDiLIlqAP43cOv5bOBCPk2CuIr5c6NRZ+fEtbwIqfplIISoBCrP+bhcI/0SCKk6H15wE9/vc3VS66pHyVhetCYrTXrkKhTZi4OJ7fhfaRQhadZOYUk39RTRVzCT94hNRlnDzqJQWnJ15XJSpmvaKSX8pGcuR6bcqMjRKcm1C1o4k3H/fm0iTN56vLitsdw+KgPzi47vTYF6MiWeSvn8s1QEtmFJG1DQ7N2lQTaEuZu2yCqQNjN2nPFJv6dSRJul3omSMy3wy7EAeN/yNVw7b96LX9BXATXBBO/ruJWnxveiCEF7ZJahkuBU0prixupWAowCFifyM771o/oYf7nyGJaTxJEaX+5+JzOml+JNWJVsP+mSk0PqFB9cOsn86vN3G48HvJTbO9vvYsfkfqZNN5q5rjLARN4T9YeVfdQHXbuHoBrkTc03veB2Dx0bKBIqcN9+Q0Kls7kWy3SojDxX02YYL1xN2Dc9wwe+9YNidHIsneZjV16cxtivFKlUjv/95z8kk8njOG6KrxRCQCZjkMkYdHUNkc+bBIP6C2ztVweD4/571xaSTEySNSywDBbU1ZDMeNciNi/K7z7wM8BNTd/z1nexvN7v41bGOSgL1V8IrVLKs21qzp7BPlz+cl64kK/dXbiliOc6Ip5trnUxbIs/AZw5598TL7ZCGS7uHdjL7sludk92872ePCHFS6vU6pXkjCfIWKfJWX3Y1nE04QlgY4ElRUIFkDUHUIiA1BFUcyxdKpoSHE5rDOdvpD93G13J93FkasY3nkpW0SCWUSuXsjB87iQpWBa0uTI0wZWhIeKKvy+holTSk+2jJ3uGnuwpDNUvYI0Gl2MZT2OZ24k6D7K5suQ2lIL9J+NMZLKkTZNj4+Osb/HG17U0c83cSyOtIKVk59QeTqZPcjx1gmPJHIrwqgNbggmk+QB5cy958yCt2gCi5Oe9INKA5bjBYEVY3NV6pBieD6Bxst8LFBu2zZ897I8uvhxEtTD/d8Xv83erPsnn1v4FNef0WASVSTPJqDFFX3aY46kzz7sdgFVLW1m1zHtPEkgmJ1KcPDVKd+84e/f20NHqkb8Vi5vZsu75SbCUkn95/Blfuvc/nt7J48fO8ExXD48dPo3jXDozwXe+u4O9e3vo6hrmxIlhFi1qLI6pqmBoyPsdDQ5O899ff+a1OMwLjt9/53UEde/entdS6xIqACHIWRZqIWIcCKockV7kypGSP33sl793y7jscUIIsa7w/wJASpnDTf+dFy5kpOobwJ8BXxZC/A6u4Pwm4LcL4xejdvkfgS+f81krZWL1otg31cMz416J+6RpM5LbQkjL4EiNtngf2B55ceQkq6PXEBUzCGlxwPTrdwwnR5/VSs6eRUqIahUkreni+ER+Cff0FoiWnGZhopkTM2cfhJKkZXJ80k27HZyAz2zoIGd3A9AQaECzvMkiZj3LjDaXnOUKo7PqGizppQ/3JIfYGluCwEBKHdPym2KuCfyU7uB7cRCY2SjdU/4WPTLtsCJXjWHZzM3FL5nS7X3TRzky6/Vn7MvOsD6xnAZtiJAiiKo50oZHFhTnBBsTt2A6GQQ2hu3XliX0E2xuaiVt53DsPH1jdb7xOQm/c/3LRV3Ic7a/vvG36E7vwXDcyFhersRwvPTfF09/iyWrPgkoGLZNZdB7VAgh+PiHr+cz//ELVFUhGtDZtaOEhEnoaKzm3XdvIhTUWTSv/jnf2R98+ac8dug0OdNkxeoW31hlIMjv/ee9GJZ7v3/yrdfz1m2vTi/CF4NtO/z4x3t9n504McyyZS3YloOqKRw96v9OR4b9EZ5fVbTWV3LzdcvoGhrDchymp/3Pm+l0jnhVmNlMDkuBiKYzWVJY01nzq1/debFRblPzgvg08F0hxK9TiFQJIa4DBl9spVJcMFIlpRwWQrwR+BpuFSC4dtUfA74CpF5o3Vewz2lguvSzS2USvJTREq4iqgVJW14IvTcb5OisS2yOTFfxO20RnIIwPabWU2U/y9kOvZ1qExMiiCPd9aW2kVzereYSAkLKFKpQ3eovqbJ9rCQgKiRaIMeiUB0BoZKIhnhmxvOGMqXg8NQqrm+MAA5NGlBiB6UIkwqtCYGBI/PnyLNBFzqW3Y2ULomLBTeQNzw7iCP5G9lV0hB4Y/tGdvQUdFQSckMGvSNuumlwfJZb1nVy7cr5L+v6XgxU6DEUBE5JTP1NsSPE5T4AZsRCDpT8vaY2M5V7AllIhsb1Tkrjh73GDQyX9ElcOt9ipOCSEVBVPrZp8wU79rheS3ri/ewdHiVvSRYs8JuDzhoGm+75ZzKWiQB+cMNvsLLGixju7RrgUK+roVIVwZymSgaHpovj733bFhbNf/50z8GeYX6+x9N3HT88Qt2cKGOFaOqCQCX7LO95+U/3Psl1KxdQE4+80tN+RVBVhbvvWseXv/Jk8bOFCxs5cMCr0ly5ck5xWVUV3ve+K17147wYODUywfd2HSoWiMyvrkYIVzoAsKitjt0nC/ICG+ZMBekvZD0Dqsr/2HhppnPLuPQhpfyhEKIeuBeICSEeAdbh8pjzwgVVaEopHxdCzANWAFFgP17a78QLrljGq4q6UAX/Y/HNfPrwj5ESFsTrOTrrlcSfytgMmreyJnoMVWjUanEwny2OR+UQDaGbGLfySOkwbvlldGljkqd6b2Eil8VyHNqq/DqPhJFg93FX26RrCi2dCQayZ9+yJVtr95M2XIpwxgzSGWhEOq7xpq20MZHbydk+J1GeIax2kLVdIrQiVos0PXPQrNGFqjRhSxuLKD8d1ymV/cn6E6zVFqMIQcwMsPtRv6fST7YfuSRI1fxYG7c3XcO9Q26V5RtqIkVCBZCQJ2gNbSRjD6OLANPUIU0v0pE0j1EdvhbDMXAcODju1+dMqj0sr1xBzrTRFIWoHuBC4fjEOP9vj9fWJk8FlW0F0g2ErMVkLPf7lcCf7PopP7zx/WiKQjZn8uUfefee7UgCVUGWVjQRDOos7Wx+DqE6dmKYR57uIp83GZD+voI5w2JtuJFITsWwLBzL/zod0FXCgUtDl/T2t2/mxIkRcnmTQEDzESqAM2fG+PCHriEcDtDQUEFLS9VrdKQXFl9+fLevX+SpyUmu3NRBxjJxkAz3+d/Ph3tnWdpWQ8YwUYRAc8ov1i+JsqbqBSGl/LwQ4pu4xXU1wMellAdeYrUiLnjZi5TSxhV2ASCEOGuX/PDzrlDGa4IGvY7cbBU522LEVtBDqq958KbIELXyMEgQdgfureJGqjLUcSS1v9jfL6LNRaAUqweHUzfQnSxJRVheKklBYajXCz2ZlkNlKkG0Kk1UF6yvMXAc7/61ZZ5ZZSkxrcPdtxPB9WI7ixQhbQnTThbLsRAlzvAAlpQcz0cwnRRSZmgJx5kyvZhNTGnlwbNtdCRsbG/heI/XMPrXb1x/nlf04uNNDXE2BvciZZ4afc5zHlpztSzgptWGRYzSeJCuNNCd2o9T+A43VF7JfSWXqia5nMdGvPP+m0ef4K9uvfGCHPeX9+/1HeqJ0Sw3V20laZhYDvSp/iba/ekZspZBPBBCCAifI77uXNTEH33o+cXtUkr+/vMPcOyES9IisQCVbSGm025Ms62hkh2nvRcI25bEQgFSOZdof+imTUTO2Z9h2+RME9N2qIm+ehGsQEDjU596c3H5H/7xfu691yPKt9+2ire//cJFFC8V3LFmCT/c6b0YNVTFeLy/p+jYv6q+AUrE7AsX1rOj37NW+ev7HuPv3nH7q3fAZbwuIIRQgZ8Bt0spZ+GcJrjniYtaSyyEqMM19LxfSnm05PNaoBbolVJmXmj9Mi4OpJT87f7HyVguuemdTXFd9TyOpN1g4vU1KrWU9H6zu8kHtpGzRrEJcNJuwSmJkmSsM0S0NzJmKNhSsG8iACXJptPT0yxOLyCdNbClxHD8YvNltRN0tP8UgJASRleqMB2v4ktnhlS+kJsSlWhKAstxH6qm6ODAzKlig+aHZ8LcGIsW038ZdSOm4ZqDCgGrY89yPLUQwzGIigAHhksiNgJGWtJsjbQTDujMb6phRcelUaYupcP47N9g2y4BHMuPUh3ZTMAqXBd1IVieCWqj3EdDcD1jRh+KCCLV+TgcKo4HeYKra+8kLy2EFNy33/8zvPfIMf70hmsJ6a/8EfG2ZSv49pGDxehDSzzOAyeHipNkZ4M/wvLhzs3EA27BQiio8/+9/wY+8dffB0DXVN5/t59IONJh0pgm7xgc2jdSJFQAmZTBsuomMq3u969qCqeT08XxqUyWzUvaGM9msByHOU2Vvm1PpjPc8M//RcZwfyvffP/bWDPnYtTcvDQ+9MGrOXp0ANN0iEQCvO1trz9CBbBxwRzu3rSMp0/3omsq1YkIAyXRqf2TI1y3sp183kIiOTUz7Vv/0a4zZAyTyCUScbwkUY5UPQdSSlsI8Yp7PZ33E1MI8cnC/57d6XuEEFcA01LKzxX+5kngSVyReiPwm7gVhr95zuZ+B9f34Vrg0ZezjzJeOUayKQ5P+vvYSWuWt7RNYEuDRaEgbuGD96s4lIfBnBvaiOj+t3WHWn4yPEm+0AuvKRHiREmgaq3Wxu5Bb38rWhoYS7uTuIJk6dw9ZAoa65yTJS860dhJQAlRoc/BND1NFHIaTbuRvmwMCx1TxH1kYczMss98O7NWDlNKFoU800CAsJjgw60pDHsCRyp8Yfo3GS3JEK1ta+Ef3nnHeV3HVxNZ8xA5s8v32YxtUad1gjRBqfYZtgJMOTH6DQUwaQ6rvjFNqWMoc7DYcmfT4qu5r8Rf9N1rV18QQgWwqqGRDyxby5NdZ9BRCcWC9Ke9asNjI1Ncu2ARWdPCkZKbm/3PtRVLG7jy9zLkZA5FEYTO8f98Ymw7/3bqKwBEc5VEI02kM4VWRMCwyHG81y2MqKuIEtI110IDaKmt4Kne3uKd/qn7H+HHHe8hWPCu+sKTO4uECuDPfvIgP/jwu9BVFSnlq6rhjMVCfOHz73/V9vdaol9PcTroPkTWBfwVwQ2RKNtP9GHZ7kNj1aJmxpLeS9x7t64pE6oyfll8EfgQ8G+/7AZezlPzU+csn/119+C2pQHXFf3XgBZc99H7gD+VUp6vcv589lHGK0RjJM5vdG7gP4+eJSuSVY29TJluWm1fGtZHrqDOcYsoU2Iug1mPuGTMLhpCGxnL9yNEgP7cZvKOR16GrdO8beESEBl0RfL0U/4oyKmRYR599yHCagpHcfhxyj9eqTis1U3AxBIj9Dpe5Angwak2DiaHgDz1QYUKTS+00IGoWs3OmdNFvU7WTrAgoBXb3FSHOpnK7QJAEQ5vm/80/2f3cmwp0YTCJ1ZdmmLfsL6CeOh6kjmvXLxGyYBVqISzT4G2BCw3IDxGJ90Zj4QNZg9SF5zHtHEapEJGLMeSXoGAVf04Vy65AQMLXYPf2HhhW3+M75hkar+ro+tYW++rBW6MxnjiTB+WdCfJzz77BP9xy5uK4z8deoA+09MT/XfPd/nogg8AYDom3+2/tziWDk2z/LZ57PyRQTCi0by4jh1jXiJ0bDbN5oVzSNsmiiLQAio9vV4FaPfkNH+x435ymkHWNuk749dkDU8nufWv/ovZTA7HkXzvf72HjvrXh5bpUsHOwX4e7fYqPHdPDLK6pYHTo5MEAhodoQT7bO95sO/4IDdvXIimKoQCOr9x5brn22wZJbgcq/+EEJWF4rYXw9uB+UKIDbjO6tullOflpH4W502qpJQv+Uompfw4blPkl/q7Pwf+/JfZRxkXBp9Yvo01kUeJKHmEqvJI9rRv/OFUhCrtCixpEVNjgN/FuN+o4ljavdcSul+oXqEFUQJPYTg5LGDd0m30ekVM/OUN0zQGvA82xq7kydmThSXJSn3krA4dTU5QHVjNRN51kx6xNxYIlYvR/CwdkZVYcgYhNHQRYSjvWSz052ZYFb+KgJhBSgfTnvYda3Wwi7/ZZmI6s4BNVfDtuL3ALy0IIWiq+j8cG9SxpE5rQEexf+b7mzQBJsRSHGkz4jQDfj+wvKxh0prCwaLiHGf4sBZnsOZgMdr46GQ7b41eGE3V/mP9PLPfmyS794yy6fZmzqSnCSoqjRVxhrNe5OrnZ07wpWPPEgxC1jLYNet3SNk5uZe8nSeoBklaaWZMfzMGc2mKTN0UGSDgSLQn1WJUA2DSyXFk1CVa7VWVqEIUU5HNdVF+MLy3uLygqQEx4sVsl1bVsee4p9/51Pce4j8/8vIaOpfx4jgzdc4cJsCuk0wJVxe3SPGb0tYnonz6rbcQClz6zvhlvKaYEEL8mpTy+y/yN7+Pa/S5Fvg80CqE6AF2Synfej47Kd+Flyki9oPcUvnt4vKEejsHUh6xiqoGI3l3IpwA5kdWMWsU9DtKO10z3iQ5bRxkSXwDR5P9BITKpuoKhvPeuF31FNesfiNJ00bVBDe03evLt3fyNE3Vm1AxUAHN9hdaWI5Frz0H28mRQ6AKBVt6k+SsJTmTcSfJ5lADAlHsbVitR0gaT+MU2rdU6n5jyEhgNVNZb3/Pjn6GG1s+d0lOkrumu/nBmBvBU4B/bFtEyDkOuDq5YXOSjOkuh+RBqgJbmSr0Roxqc+jLek2Mk+YeagLzmDBccXpIXUDe8awmvtnzc66uW0d96Pxd1V8IEzPPlU3qg5J8f4480Lo67hurj4X53Mn7i4UTN7S0MY2nF7u58TqCquvgXh2o5C2tb+AbvW6rUCEVzqS8dN2IMs66VcvYvseNwi5urePwiBe56pmaZsv8VibsJLqmEK5TGJjxbs6T1gjXbF1E1jGQwmFkp5/AHeobJpUziIdfn02cXwu8ZelyvnvkELuH3ATH/Npq9o17L1JPOX2saKilZ2QagA/ftKlMqMo4Hwjczi8vCCnlT4CfFFcQogbXUmH1+e6kfCdeRpDSxpFZHCeDmvoX39gNgadxYhtQBQSUAENZf2f4MStAmuuxHYlKHFnSr08IWBqfJqH3IXGI6RFfyxdNRDgRPkNKd980n82s5cqwV4ElAqupND1hPPoGMHcWjhlOWWbRDTxIF1uqlvFkQRPWHGrgTMYzxRzMjbA6sYSMOUhAUVgcFaQML5I2bZ6mOXwVlswCginT/1Y8lDnEB576MtOGgUTyha3vpi4UO99LfNFg2Ab3Dv24uOwAX5lo54aKKCYhNDVI1vAiV4qwaQ+ohNUVgMQkDnkv2iixUMQcZo0KDMcirPg1VwFFJ6ZdGL/eazcuZMuqucVoVVt7DQf7vdLDw/uGWLq5jqPTo4Q0ncVzwuxPegKxhwbGuKFxBVlLglS5ueEG3/Zvb7yCter30YXBmBnnQ4f8hq5mOEdlNETesnxk/CzSDdOcTrnkc7HiL0xoDMV5Jn28mJpcubiNgZJb9X1XrysTqgsMRQj+7qZb2TU4QEjTOTg1zPGDHhF2kLzvzeu5cc5CwgEdTX1t+nGW8fqHlHIC+EXh33mhTKouEzgyx4HBazFt941vZWQdpVLOpNqO7rgpOdOCuuBaxvKetdi0FaevkCKUEppC8xnKuZGNSr2aweyxoqXCQOYwDaG5jORc4uQ460hZnlD9j7t0frp2NSExi5QqAdtLpwDY+f184fBHSeY1QkGTJQu+6BuPiVEsez6mY5PTg4B//fbgABmxGwBVLvaNBUSCkdxebOkSvERgOckSc9HezG08M+a5ff/1wfv5uw1v5rVAysxz+z1fYSSTxnYs3rzGL75Nigb+eWQasAgKh1+vn1OsDpQShi3BWKFqUiFETGsgZbnEShNt7BjvK0b0TqcGSOgxZky3yuqtc24kcoFIlRCC2+5aQXdbBguHWD4Ce0v7+QnilRJdz2GTQ1H9bu4VWpT7jufJ2a4ubnH0AB8v0b6puW/RwqMgoV6Dt7V8gG8OFFKfUjB2HKYz7vd9cnCC9Yua2TXgRkEWz63kSMqL0HUlh9hU185QdoKQqlAVSDA24aVRD6i93HFTO6gZFE3ylg2dF+QaleFHW6KStkQlANdZ8/h5bxenZ9x7Zml1PXctWo5yCUaTf2VQrv67aCiTqssEo8mvFwkVwMl8L51aBCEzOA50WV6KRgjQnAHqgnNRUJFUsnP2jG88ojqsTbThvjfG6EoNl4xLGgMhguhYMs94zt/gtkIXZK1DZAuawarQVeiOt/693W/mX552OGvS+enmG4lE3BcFKeGxyfkMZN201WgebmjspLeQ2pobriBjeGaRU0YXtcGVTJqnEYSJB9qYyO8ujs8Yh9C1W5g0wZEaj48EoMSn/YGBI8yuup2KcyqQXg381+HddM9OF5dPDrVSWeteJwVB0vR8pfLSYW92FZsiFipBUqKdsaT3nTnkqA/UE9fdPnoD2Xok3cXxrJOnKbgY08xgOg4VWv0FOw8pJf9ycDv7p91jFxJWNdVxZsgVrs+ZW8HetCdE3zk6wNzKavoy7niL1kxfCfH+14PPsLFhDiFVI2fn2SS+4Nvfr1f/iAn5NkDipMPcM+6PXFmmQ0dtFYZtE4s8t0psTuUwBN3oZ7Xi7yXZEg0xUfVMsWryvrE4vxF77y9zWco4T4Q0jX+6+g08MdhDSNXY3DSnTKjK+GVRL4RQpHyekPUFQplUXSZI5rf7lrP2JH1qE5adwnFyqIo/hRHWahnLu5VkUgoaghsZyXsTW0LLM54rWI9JherAfCYNd9KMa5UMZQ8VjSYrAo/SEt5WdE3//XkzUFKEMZXfQdBZRjLnkLYi/OuOZsAjeX/z03Z+bd17yJs6lh7imPQiCwAzeYe1iWocLBp0/Tku2d1GA10pNwKzLhH2dRF3ZDXfGzTI2m6+cl6iif6MNwm/uWPtq0qoZPY+pHUEZJb7u/2pqIOjOa6qXkrazoF0qA34273UaVCPS5zjcoqQ2kHO9qIs05bNYM5N22pigKjWTNpyq9uqtBqeHustCrQ/e/hnbK5dSFx/5ee+Y6if/aMeaZYCAgt0li6pxxYO0ajK8ZIsrCUlcbsWPaOQs2wc/VxRvc4HH/1u0WftgavWMC/geQvvMK+g52y1qgIbO69mxzGXgEpgys7RPTUNwMCMZM3mVg6l3KjqiqoK+rJeanvCPsiKqrV0TY8T0VW2NKr0lrwkPDr2GI2swDEjZC2TOxZ1Fu0YyrhwWFnXxMq6S8Mzroxfafwd8FdCiAPAXmBP4b8HpZTGi655nij/+i8TzKn8I2ayjyIL0Z+q4CrMQusZIaBBGWEG13pASsg5XrRGCEmTNoYiKwgoKjGtgvFciZhcOMwNCK6OV6MjGbDr2Dtb6npu8tF5fQToRpBnXjDh6+eXNTXe/J3bmCi4Xq+Zk2CgRNzcXtnIFx4eLm7rilvmcqxECN8RG2c070YWxvOSTRXLmTXcSVVR2jie9AT4u2cGuLZqCSnzKCDpNa4ha3v6nr78EdbXrCZjW6hC4f0Ltr7sa/3LQtojyJk/5Kwg7fc7b+C9T3cUx6+el+BUuuihy5zIHM62vlSBjaGDxarJADOsDsfZlU4TEAEC2lyOpLxrZskZtlR3MmslUBXBWKYWW3ppz7F8kidHj3NryytvLrymoZmFVTWcmPKaaM8GM3TNuKRQTyk0JSoYyrpktjVcxfahgWL24OD4MHXhKGNZt4y+s6qWHWNeZOs3drXz4LYWFAwMgtw7UXJzAdrCg6yKrkIogpAI8MTR0nYvAmcszILwPEzHoUU3fH79QsC6xlFqK9zq1FhgWWkgk6Cs5Pd+9jg5yyVafbMz/O7mba/oepVRxsXG5WipUMAzQAhYA2wqfCYBSwhxFI9k7QH2Sylfds/iMqm6TBDS59JU8QHS+V0IJBpJSmm56nRzS3w9ipxGSoMHc34nyRoN6oVrayBlgLy2kqTlTT9rI6MELDcaVqlEOKltJGm56ZuEFkVzHscqNGA+nY2wKFCLdNzowX0nPlAkVAAnxyapCAXJGCZhXWPsnOqxY9sdNl9fS0CBCl1hwijxa0DQZ1SicD0WDgFiyJLKMRCElBAB1caReeKq34copIQ4Oj1G0nSP9fs9+/jEsmvP7yK/Qsj0FylV+F9Z+SAfXvm7jJigKjDmjPjI6IHpMd7Q0obt5AkJE6XE5R6gTkuyLuTq4gymOSHaMGVJBYGSYrrgcxXWGwkqVeQdlxw0hSu5vnHpBTmvgKryV1fdwJ8+fS9BXSERivFkCSkyHYfmYBVtsUokoFgBTpc48mdti7WJFir0EKZjFUXjZyGRTNkDIFNICe3hbRxIes/CoNrBw3aPa44qYXnTHI4OjXvrKjlOjrr36pFxyVs3tDKcdyNXLeE6ejIni9vqTR+lMdTKcMEI15pYSc7y0rD/sWsHd3UupaPy0rPlKKOMMvg3KeU3hBAasAyXXK0t/HcVsBL4dVyi5QAv20W2TKouE9jODFOpr2EX2rtIfT6ixDW9PrgJzfbIx7pQHY8UJ3BJVJnlLM8SwqAjaHPSDhBSAzQHEgQsL/2ik2FjTOdIbhlCKLQFMlimt21TZsioG1DFBBKL4xNVlLa1yRomVdEws7k8yZxBe0Mlg9NeSm71QoHJXkwH0nnJwuhcRksiVzlHpz/rVQQ2BFsZKUySjcEYtrm9aAY6V/8R7ZG30pNxoyjV6iIOm55X7X8ef4o72lYwP177Mq/4y4cIbEBmvlpcnnbq6bKPkscAB9rDixjKTRbHr2moYTC7q7h8LLKNTsWtAJQSZko8uQIMsK5iLc/OuCncSr2DMxnvmuXlMNc0LKAnDZqicGfregLqhXs85LRRAg1HkUBGhKhLtjKWO0uWJVmyHJtwiUpcDVIZDDGdd4l2S6yCZ0Z6im1uUmaemB4kVSC+/3dVPxReKIWAOyoe5Fh6DdIxiKohdvaXvD4ImErMsixSg6YqRIIBHhspTScLqjMxPjHPQRc227MaP/MuOVI4jI4tZP9IIznLYlXcnzaPB4LURqIX7LqVcWHwvcf3c7B7mLxh8YFbN7Gw5eL/ni95XJqRpFcFUkoL2F/492UA4froLMTzqVr9y2y7TKouE4wnv1QkVABZ8xTN4esJiTwCQbjEsRygxjnKlvgypJzFkRaj1rRvvEXLcmXCTas5xJimGul4s0+PUVEUj0/lw6wMV2BLlxgFlASm8QyGdKNE71yT5qlT7yRdaAeyek4Tu3oL+i0Bo5kMQU0jb1kIIamdd4KpoqxFMGUa1AVb0YRKQMQ5mjruO1ZFhGkIrUICiyMzSMsqGbO5qjZDXzaLJU2GUv60uq5qVAUuTBXcSyJ4EwSvx849gkGUe1I3kC8R8HdnjrOxZhmmbaAogPS3rfnZ1ARVddtwMAGBbe7xjUfEBFEtgOUYKCKLglrsmQgwbUpOpVxN1o8HJHe1rUcVr7xc3XJs/rvnvuKyIXOsalboGobKANRGa3l6yjvPpJ1nfUMLedNBVQSa1BhIe/fuZD7He1dUILQ0EpuOSF8x7QlQrUzwhbbdCDmFLRXeNrGEsZKUXWNFnN0T/WCDkhF0JGrpLvaPk3x03tPEcJuJ3xTcze7A9YwaLukOOu38rHesOB/tTw7SEI0xknZJ3W+t30gsEHjF16yMC4f+sWk+++1HsRz3JhmaTPKl//U2FKUsdi/Dg5RSAscL/771y26nTKouE0SDm3zLmghT7RxDnBWMa8t842ltOVb+meJyjb6eIdsTRrdpFHvNKaSIaitIFarupuUSjqa9KMisnSWjbCQiJgCNel0gDa/dSlW4m7es1Tg4WIcjJXnLXy04mU4zp6aS8VQaw7ZQz4nIJvQYs2ZBmCwVagNzGTe8STrrBDiddlM4p1MKb6trxbDdyJUUzRxLnSq2takMPU5jeCPDWXeSfN/8TVQHX53IgxCC/ze1gSfGXWI3L+rvsRhVw4zkT5C1XYbQHG6FktTT1kQdE3nPTqU2tI684X6HUsIxowLDcaNwSWuAhfF1dCXd9GBYzOPJSa869OjMAN/v3c6vtW/5pc5Fyhxy6qPgTJGxBSlrgW/85rpePj/PbQI/arbyhr03kbI8Qpu2cxyacb/D+mCsUOlXiC4mgozau3Bs9zv7zmQz7648yNlq0URgLcJyCaUqHD616HHu2rG60IpI0J/xCJqDJBiGhVqcoK5yc+OsS6gK0IXBB2rTZGScgLD5xplWJJ4BaM62WBirJp4PYNg2NZr/OyvjtcF0JkffxDQ50+LHTxwqEiqAg2eGeOZIN9uWz30Nj/A1xuVpqXDRKv5KUSZVlwlioS1URX+NqfR30USYOaF1CNtLHWEdJqdtxpApHBTStr+yTJi7aI9cATKLIiWq42/nGJAZqpVaBDk0aaKLhE+/Y0jBUNYlMlN6JUu1ILKgH0oZDXxvr0XacLfZWplAU5Tig3BVaxO7e7397d/dQeuq/oLHkkSjpHRMOERVi4xajSoCRNQqjqa6S47D4Yyxio5QG6AwYddhS0/8LUWe9y5KkbMnkNJgW905XYovIgazQzw57jlLnkp1MSfcRl/WJTsdsRaOJb0o3I7JfjZULcGwTRAaVeIRSgsfJ/MHqAluReKQlRHGUv7m0mnDYDK/DMO2qNCqwCfRhkr9FRCEzNfBcNvLxIDfaGznnwt+rypwR2Jf8RFXr/fzu/NzfKpLQSBZFG/gUEnkajSfYmPjXGZyeXRFYXXLFAOG970cz+Z4KPQBkraJIeFD+l7foSwIH+OT64Pk7SSm4/CdE37z0Nq44HjWFenfOwO/1daAKr3ihRZtFCw36vrbcw7wg+53MpFzie2cYIIdJweKqcm/fvBxrlkwl6rIqxTdLON58Sffu59Hj7qR9GV1db6xhqoY6xfPeS0Oq4zXFgleBc5TJlWXEVr1RloDIUCC8FdIOTJAX34/dkE8Hgv4m5KGAuvIlwjC06FtxCyvAlCIAOCm8xJiiKsSy3lo2tWq1Oi1TJZUC06a0yQDV2E5w1gyzCPHbyRd4nrePz3DR65RaEgMo6sm337WL/o90pPn5q0NWLipSfucSlibKCfSM0COoDJOVaCSGXO6OF6pJ+nLutEIRUSJqq2kbTc1GVMrGM/vwyps85HR/2JxxQYimt+Q8kKha2Scr2/fR840qWwZRyoeKxIC4nqMiBHDcMznvPkFlSB7p3Okbfe6r42uJMoDxfGKwAqSec+za0nsTo6m3IidlHA8Xclg1iVS48Ysa6oWsXfKFZAvjDdyQ5Pfo+mlII3dYPcgnQyk/9s3dl3o56xYuBld5NAB3RnxjbdHRmirqsCUFroeQBOKT5CesQ2OzLpES2oRGqsUnAIri2uV/GJisOgdFWY+H0h4qdH9zlZmTW/5tvZ+Pn/E/T5VATPSS1tPmfCVsat4f92DIIKgNoHpkbSENsln187w4PhGwprG1EiO+6RHdKcyWZ483cMdy8umoK8V9vUMFgkVwOGxMTYuaKZveIqAqvLBWzcR1C/zqe9VqP671CJVUp6jcblIuMzvrMsH0h6FzNe8D6z9oC0Hy02bTWlLsXNPFYdTxi7Cga3knTQSHe2cRt3juaeJhm9EFATfmPt840u0k6iJLFLmsIXkWMavX3g2087BWXdSjFSMoYjK4tt+bUyyov3r2NJNs9yxLsWBgSXFdd96pWSiZJKsC85j1nIja1LCQC7E2WbCecckpjWSNmcIqRrt4ThJw4sGOTLN4mgCw0mgCrBFnJOp/cXxrD3LsdmnWVt964tf4F8Sf/uLJ3jiZDcA2mG45Y5GxkyXPFTq1RydPV1srXIs2U1dsIaxgr6nLTKXQ7NeZdpXhzR+u2UhtswjZADL9vt5tchHyEVuQghBzo7xyJg/MmWaNvXGQrcaL9qI8jL0VNKZRE59EM4+t/T14Hi+ZiKwmnrzSe9BW9KKyJHwpdFWzAK5mTDH2dy4jCfP9n6L17J/wouyHRjPsKJuFbYyhCo0QmqC4RL3/0en04Qyv8lEUiFnaTS17fAda0VwD9+6IoZCkpyj8efH/RYIAQWQU4UUSR5EHKSX8ruu42quX3wVAIMzszxy9AwZ031Jaa2s4OYlC8/7upVxYfBUby+fefIJ8pZFvfI8Eda8w+yYWxix/+gAd1/5yq1Cyijj+VAmVZcLzL34DHYARAxElZvSO+e1Qsogx3Mz5Gw3crU40kkAr6KuMrAOYXqaq9JJEmDACWLaZye6cToi13Mm46bZFKWZwzOeJ1ImdIprVl7HoZ4kkaDgA1v7i4QKoLHqCf7slnY0UoQ1i9FEklIrorH8adbG23BkBsuR3DfhtxaJK0mWVrrkUVcSGDKG6Xh/E1PSTJoHsAFN1KErEcyCT1dETbA8cc0LXtZXgoMDw0VCBWDZMNE9j3jLHBwpSKgOg9KL8FnSxjEXMD3bTN6xaQ2eQ3qkyv5MlLxjAw7XJOZCiQdXVl3LSAlhXF15M/umXeIiJQxPhDky4ZLTrskJbpvbyXVz5p/XucjU5z1CBWDuIqetwXCyOFIhYfdQSqttYz9P2LdhSMmsFaE77SftqEnmVgUxHJuo/txXXksY9GZdEtYe8VfghZwqPv20XvCOMnkza2hv9gjeqngLWI/iAAHg3XOW8rnTrsmpCvxazQ6P/Mkp0NeBuRvQIbAeAlcWt9WcqOCTN1/DL46dJKxr3LlyKQHV30exjIsLKSWfefJxDo26Lwkn5ATr2xo53Ove+/MTVRw+5pHynz19lNuvWMbGpW2vyfFeErg8NVWvCsqk6nJB8KZziE/CjVYVKvAqrf3MaIvIWW4qw9S3kst6gt3jmeMsCq0mY2ewidAmzjGfNfdAYBNIB1OqTKef8g3nzQkOpW/BcByqAgGcEjEwwLJl3VTMcz8zYn4NhC5CXN/2dWRBVD/I1TzoaY1ZFJ3HdN6LRmxONPBAsXewpDMySLpAwkxnhurgakZyrsVDXG9mMu/ZPVhyjCXRrWTtFJpQmB+/gYB6cfQxC+traa+upGdyuvhZJi7ZPuhGqiKqyprGBNOme7JRpYrHhoYxHVdPlBrQWFYfY9ZyCeJVdRVkTM96Ylcqy7pQJabMI2WMUzn/d9Ya2sO4eiUCFV2G+fnEsG/8a0f3njepEkql7xlqEeNE9lCRHC+IbCPmeDq9g/IKts96abOttdfz5LhH8KbzMJJzz2XKSLOxYQE7RlxitLwmRm/O+856Mn0sjC1gMDuEJnTyIyvIWd6+vn8QfityB1nDxnJ0QrHvUloKsTh4H3e1vwdLWiRUE136U5OIOKLhMEI8v2XNW1Yv5y2rl5/XdSrjwuPg6EiRUAEgQGiS9bEGLMuhUgsxzKRvnYnpl+3pWEYZ54UyqbpMIIRAxj4BqX/CTaiHwXi8ZBw0pZWMreJIAyn9ZeGOVPnPsU4mjGkAPtkaZK7wKvzQloDhmn/qQENoAyM5j+g8nVzLiZQ7WfVkYGttJz0ZV/xbqVcwmPPSeQdTY9xWvYG8uQOBztzwIqT1RHG8mcdYH78bkzQ6gpwzUmKZCSH5OH/WtpKgyAKS3el+37locoIloRyOzIEI0GPrOCW6rEZtjIzjiviNXD+OvAtFXPgy+ZCu8ed3XM8nvnMfkYBOU1OEfSV2EBnbRsnOoy6rIB0FGdExnZKqSsOiPjCfSn0GS9oExTilNqlp2+be2fUFvZhkebwKSsjGbGYZj5x2SY+U03RW1XNsyhv/wLL1538y0Q9A7idgudHJMWUhtvQimaczu2gLLiNr2xgywNPppG/1uPYMH2ybS0CxSVsx/uH4uG98TWUvX1i6F1Xk2Z9fyL/6NfdYjmDKyAN5asN+6URlMMTXnrXJmhKwaY9cw6pGT/PVL2+lN+vef4PAwfhVrFS9KkoR/90XJFRlvPZYUd/A5tZWnu0v/M4lyD6LI33um5UA5jZXc2bQJVbzW2u4afPlrXm7jB3VLzrKpOpyQu6HYJ4lOiqo7VDQ3ZjE6M8exD7rym+NEdHmkrHc6MEs1zJheBPuPw5Z/F1LE8gZLAKEztEAtjrH6FOvxpIqWSfG3hn/2/9gxqE+uAxbOlQHFMby/nFdqMTUHJBB+CgTSII0Kk9gO+5DM69fQ7IkHbg8toAG+Yti+Hlx5FoOF9u7SGo0g1wh+oPsozV0Db2FXnEVWgMZw/N3ypin6J7+PLXRN2HLHGG1lpBW/aKX+eVgy7w2tv/hRwCYNjLc8dC/MpH3ruVUb4x9Pe61qYwFic8NkrTc61EfDnEidQyzINDOWWHWJMKYhehjRWAVg6mzKVjBYN4gIgLY0kBKlQe7q6FgDyCEa2OwMFGDrqi0V1Syrbn9vM9DiACfG/tNfjHcRc62+cMFp6kqyU4aMsjfjNSSsd1zW51oIWl5Kb9lsVo02/WyqtDh6voP89io19bmIy27ickjIGGTfoKnK97B3ln33qwP1HM82V3c1lhgPyubNnNgaAIFWFRZw64+L/33mceq+NxbbsEUBpajsSvlt/D40kiav130J2hKGJQ6hL6EMi5dCCH4i2uu4/e//3N0FCpEgH0HPHmBBGLhIGvmNyOlZNPKDlTllfuvlVHG86FMqi4TSKsXsj8s+cQGYq5eBMGEE8aWj3nDwmTEXMvB5DZM6VAbCgAeqcrYNo/mIuTtKSDHtRVVRPCiKIMsYcesl05ambiGAzNexKgiEKSr2JNPsrVmIUM5lwDU6iFC9pPIQnXXeH43rcHlOAVRva2vxS5pEB2wHqUpdC22k0JVNFqVfko8LWl2Hqc2cR0aNhI4k/GE6gDSGcdSFmNLA1OEQZ7wjfdk9vPshBvZqAut4oaW/0BcAFPMc1EZiPAHy2/m93f/AAXBPL2hSKgAplN5NjlzyGh5VKnSXpvjWM5r9zKcz5JxriPr5LGkBGXat/0pI8Wws4ZpM4lp2+jnOKbXBGPsH3a/sxMTE5yYmmBR9fk5T/dnJvnKmd3Fir2/Ot7A3y+tx3HctMwZ52YytmeLcTw1TmuoEpwsQVUjQpevbdINNfcwN7KNkOLQEXJcQlWAEPDmypMsjMQBizEzQH/WXzWZCCgEHAXTcfCXSEBlTOM74zo5x+1bsyrRUkyxAmyquQo99r7zOu8yLg10nRild6d7rymKYE59JX2j0+6glOQyBqd63ejnsdMj3Li5k7bGy7iVUFlTddFQJlWXC9R6UJvBLmkmq4TBdNNctYTpU+swCv5UpqzgvlGDlOVONoPZIPXhOEnLjWxcX1NF3t5d3NT2VD/XhBMIOYPjwJPZGGeb/QJU6wfYUjWHsOKgKhGemvJKnkEwnVdZk2hHSIfmgIG08r7xkFpHVHQgZJ5x4b9tBTqVHMFiDBwwlE0E7O7ieDi4mkrLs4PIhtYxlPNI2YjTwIzpivBTFtTFN2MUTDNVpYXBrDehj+X2c2r2xyxI3Pmil/uXxe2tK7ipZSm6UBmaTXLb4a8WK8sAjGmFg/3TAEyNBokv0YqRqgotwq7pXvKOS0/awgmimueaXh1YyZ7p7uK25jeMcXpGd6supWuYeBaWdPjjJ37Bd9/4DtzuDS+Onw0c8FkgTJrwlYMfY2jUJGfB5vUjuMk1F0IavDl2AOQkUkK/spXJElF9Y7iBmPrdwpLEVDvRbTddLCWcsiBdsDoIy0N0RG6hO1Noc2M38sTp8WI16a6BATqqKumecq/bdWsV+ksahh+e7WFDRSMhkSGkKNzaeMdLnm8Zlw5My+YL93ipZseRaAGF5oYEWkClJhLmwEHvhc4wbb5yz3b+9DdveS0Ot4zXOcqk6jKBECGo+Avk1G8gpQClGVFig6CRpS3QyUmzHYnOmewiUiUNk9N2nrZwB0KkkFJSpw+SK0m5ZZxZ9lhzyFkGtpNDOUeD0hYKUonroC0ljEbfxom0F8laGEszkXOPZzwPV8YXY1quziWoVBO1DiIK1Ys11n5mtHnkLJeYhYLrSJYI1Qeyu5kXXIiQSQQBAuc0Gm+0D3FUuRXTUZHoDOX8ZpHHMwHGrLsxHYfGoEKQR3zjtvSnIy8khBAECqSxOVHBx6/eyqcfdCOIbVUJ9vV7YqKekTw3z1tOUp1ARacprpekOaE3O8P6yitJmja2hNH8tG9fSdnHKnsbM1kD23HIa/40WCwQOC9CBfDW9o18o/sZpgxX1VUjKvjFgWlM2yVaU0/H2bw1TM5xU5N314agYKEgBDRyhmkRwpE5BAqmXSqaFxzNJVkQXIBEY4ZqRkvOUwhJZzSJEJ1IKcmM1eJI7951gPrmEKlqnbxtg+74GlNXqIKPVD2CKLRREvY24O3ndd5lvDbImAZvvvcbjGUzOJZDkzynArQiyNHhYTAhYiSpSUSYLGnMftOWy1tTVY5UXTyUSdVlBFupYcoxAQPFGaZKicPZNjVAt1VFV+ZsVd4sUXUR6UJLlLCiMZ4/Ttp2CUrGirA+GsGW7oOqPrSCjOFWFgoBzcoxRkS8YKIpadInyRYmMiFgU3w3k+YKVKFTF9CYNvzEZdRqYl2kFgUIiijCLBXVO3ToHQgtgsBkSGqUyp4FgpgwEbKQ0lHWg+1pLE6xjienPXKyMr6SsbxnXTBmNXAy7WrNerJwW91qUsY+ACJaAwsSd53nFX/leM+G1dzUuYCwptE/M8vbvvQtbOk9rUaHYuwedMnAinYd0SoKTvMQViI8PDxKxnYjV8sq/am8qtl17Br0BOFLErUM4xHQ/7XhSs4XlYEIH2+7mR/t3Y9iKyhahD7biw4MTdnkZq5hVslgSahquN/30NXlJNdFOsAxQJrscaLkS1K4mlbFQMHIVEqVCn0js6a3/cOpOg7PuulnVe+jJdHJwIx7VzRVRtk53VeMpN13QuWqhZ4h7G83KUVCBSCTfwPB6xBq/XmffxmvLv7r8B6OTJa0zeqsgKfO6gMFI3mPQGVMi8XtNRgnbUIBjWULmti44vz1gmWU8XJQJlWXEdLJv+VsfzRHzpJTlxAqNEpO0cDRTGkj4kmurAlzMhMhoCg0hCKcSe8rjo4ZGZKxG3FEDkdCvRygFIrs5yO1q9DkDDh5dlt+7x7DSdBTaELbg+AtLS2kLG+SXBt2qLDOphc1UFpKzCTjqNbBoi9SgxxlWm3EKEQ35oTXI+yS6JN5BEQ1yFmkDPFQKgJ4k+iJ9Cit4ZW4LkURDkz5TTP3J6uxnbswJXRE56BehErAF4KmKLQkKgCojkZ4/+Z1fPEZN2XbUlnB3iGPHB7syXBn+xJm1dOEVBWNDs4kPTJ5eHqcN7YuA5FBAI8f8H8nXX3jrF/aStYyQUBTNP6yjnXnA4Mc3eGKz2vq84TqtYJXFFTHgzw21UfecZf/0lnFpxfspdivL7gRYRW+MwGLNIM9porEBgRhOVi0QRDCpkObZYhaAkJjwp7L4RL9ni1slixyaMvWIYREUwMMDHsl9WnLpj3YhBIBW5rUalPndAWzce+FMi5V3HPqqG/5sBxn2ZX1ZE0LKSWpXr8nX1V9jK/+wTtfzUMs4zJFmVRdJpAyj5n3C7THjWH25BdhyzyqEkUhjVOSF4nqFrpyAglkrFo0oWNJd1wXGqfS/aRtNxqUDCVYGtCQhalvXng1QXtfcVudegU7TYWzs9czs52c7TVnIzmWamdueBxNBGgMVJCwPSNRsECpAaUehAoi4rODUEWehcH1QCsCG1WoPqE65Aomp5MIkaJGDzNSksGrCLRwKNlTuE7QHumkJ9NdHJ8xazg862rR9kwPsaF6A6urFp3Xdb/Q+NhVW7hh8XzCuk7fzAwf+dG9vvEF0RGymuvhZEv/zzuuaYwaR8ja7lv8koURTpa0eFw5v7HoBQXwf599jL+79vyc5Lu6R3lwh0fKJ0ZTbOhsZSSURtcUKutVnp3xdvbspGDEuYP20CDgEMBfPRqXA1wZnY+QszjSpM/2t1WqVXXacM8zq57k+4G7GTe8eOWshP1ZVycXVYNUB8NM5t3UY0dFgEl7F7bl3iRfGg/xezVxxFnD2civI9Sa8zrvMl4b/M+12/ith+4pLq+taGZXt6fZ29jRzKEj7guHEPA7t2x93u1IKXGkvOyqAcuWChcPZVJ1mUCIINGKPyQ180fFz7qdRWTswhufM0tDaB0DWXei0kQ1J1JexGbWGmd+bDnT+T6CikJ1sInTac+AsS83w9aK62hUJlGFICGylDosVsgzXBnfgCLdfn3fGvXrkhzpEBAuQZs1Z3HCNSglZpGIQFFUD7FC5Ols9CGKbh8oaSVSAaICzqZ09DUFR2wXt4Z2cirTSt7JISXkbO9AhQDTHqVGbwOhERRRnpksEfcDX+6+jyUTJ8jZBvNiTdzRsvnFLv0FRUjXWNPaDEBnQx13L1/KDw65QvrORoW85pFRVexiffVt7JocIqKqXFmfYCDvfaep+C7etOEqbCdDSJc8PerXnv3wxBE+ueUaqkIvbX4a0FU0VcGyvZBPtjnDyUJ14lyrBgWBU8j5dUSgVb0f23QJXkbrJFq6QX01SuH7VoF6fSEDtkf4oqSK2cOwSPKBhhH+oT9BUNWp0up4qiSCl7bzbGusI65DQJU0xUz6SnKLo2aOY8pHWRpvBhFyW+yUcUnjlo6F3LWok/7MNAIY6PH7nu2bGeav33EzsWCAqmiYhU3+1PcjZ07zO/f9hJxlMb+6mp+86z1lJ/wyLgjKpOoyQijybk6kdpK1M9hSYTB/zDeuOb28p6oCgcmoHeZYxhfuYVmoH01/FABDLOcMalG/ExQKS5V9KIUSetRzIjnaSgKWN+H/dlMzf9btTaMbKsdJFYIROZnnkDWPlcqYu33R4hPVQwpHXYsp6wAVTalCNUsd3GdBvxJkBjcy5svtEGMURVxB0prGdAyqgudUE4oa9hQdl6dpizTQm/Eq0yxb5Zs9rgZMEQpLKtpYEG/mtcAnr2rmd1d8A10xGZA1PJz0f2dX1/WwOOa2pglpGxko4bJhNUDjnIfIFVr2bArdRPchb/zOBUvOi1ABzG2p4b1v2MB/3eNWVTYuiLM356Uez6Qm2FzXxmB2jJCq8skFJ6HEqtSwjhEK3oRKHhDg+M0/w9ZpqoNrcWQGISXS8Ttka8IiZTmkrDyGNU1MC5EqqSDtrO1lzHDJZ9KpQhcBzILha4VWxcKadyEUv9i5jEsXE/kMD40dJWO5D40NjXMZSnrE6m2rVvKm9Uufd11HSv7u6afIFlLTJycn+eLuXXx046aLf+CXEi7TSNLFRplUXUYYzR1i14ynNWqNrGA85xldbopUoNtudKCZbq6qfCOPTruRjUotSMB5tkhPAvIQy+Nv4kiym7Cq8aaqahTHE3tjHwd9G5AGFJB+jcNq/Qne1PQe0o6BwMaw/d5Qk1YaJxgutNFJIUTY19Q2LS2yhht90pQGqpVIgUQBRMA8AEWheiMQhIKJ6HbzJrozXqpg0nBQhYotbbcHXi5WOG4XluNQqSfQhE6FFuXwjBe5cqTDd7u/wx/Oc3sooi1ChK574S/hAiNm/isx3S0nr5JwKnwdPVm3KjKmVjFa0mooa+6gLbyJ3qyrXVtW0cxoSeVjLPEAd82/GV2mqdBt3rtmw8s6lrVXtPL90H5MaaEFRenXBUBdfJqk6orJD+eCzC8pEFVEBaq11+sfqK3wrZvVl/nS105gA4rp6rekhP8enQ+FViRJO8WqmmaeGnGjVWuqI4wZXnVoypqiPbKSWTODEBobq68gUCZUv1L4j6NPFwkVwM7sGdZ1zCVrW2iK4EMb1r3guoOzsxwdG/N99tCRk/zs0aNkDZOFjbX8+wfuPO/K1zLKKEWZVL3OYdo2GdMkY5rsnf6ib2wwc4Sm8FoQDjoqUftR3/h1wT1sbWpAxSQLdGWyvvGbYsP8WriQAtSW+dJ9oIJ9CpyCgFjzd4XvcrZwMuORsNp4J+B5R20Iq1Bw30ZOI/X1CNMlgLaoJWt4US/LGSGnXUmISUB3PbmMEv2YM0xG30rOSSOBnZkKSoXqo7kJGoKrSdtpDNvCkH5rAYFOdzIFGASUHI3hSkZynhv4u2sPIpOFNjoiAvpPEerFj1xJ6zTkH/aOU8C64BQWK5A4BJUg/Zkx33hHWBJWJLY0CCl+nVJU0fijFf+NctbqQK0CPnLex/Mvxx6nO+u6oA/kZlhf18aeCTda1RGPcibjEeefTOS5Mn4FCbkTR4SoDKwqSe8C1kEy2mYMmcZBwbb8hRCp/G4eN95DxpbkHI3erJ/BmTJDZUgjZ5vkpIUqNOyS73XaFBwvtE1KWk9xRe0NaEr5cfirgppgxLcc04MctYZIWW708Ye9h/id5dued93WRIL3rl7NV/btcz+QYI1bdI+5v+mRmRQ/2nWEuzYsu2jH/5qjbKlw0VB+iryOIaXkzd/+ZrHZ6B/fUIlSUrhWobcynNtfXJ6uXEeVXeJUrjcQKGiRosBUaB2jOXc5qMRJOJ4pJtbhgnapEPnQ15wzSR4gr23AcGaw0Xh0tprS9M/+2T5awm8kY0lUJCH7m75zmchP8pPMBizHolrTuCI46BtXhQLWWb1QHvfWdidRRwYZze/CLqSMtkTTHE3VF1OXcyKLOTjjaY1awlGGcmevIRi2F8UwHJuwGkVjigpdYW1cpVmUpB5lhvGxv2d78kPkLJP5VdWsabxIBEvtAH2t28y6gANGTVEXB1AfbGPKcIlNSK2mN9OFXSg26MscoUpvYsp0IzpvrK5DkV5kS6b+FUK3IbSXLj/vS0/x7Fi37zNbJrl7gYrEIqzC/hn/U/a4WQmOm15cqkJb6bqE6c7uxi7o4mpCG1BKDF27nDfwzLSXXlxfvZanShoyJ02VdCH9dzKZZX3tamYKUdiE3szxlGc+25/t54GRB7i16fxE+WW89vjA4s3c03OYE7PuS8OSRCPbR7wI8r8cfIo75tTRFHGQMkdAX+WLPP2PjVs4dWYCbElQ0XjmqL/i9/79x1/fpKqMi4YyqXod4+cnT/i6t//LE1X8wY315JxRpFTRFL9B58OzAywKXEXKDqCKABu53zfepowRj6xE4BBWYghrh29coiFFBcgcAsvXHkRKQVeuh3xBbDwn2EJ3SeAroXfywIhHlK6IXc+m4E+Ky9vNBcyYJwFI2zARvooa50EANKUO3fKIBHYfjrYR0zqORYic1oKd91rwVIt9XFvzAYYNFUUIBrL+yb4/M8DCyEpSloElbSbz/sq0uYFx/qvjx4WlOIgESC9y9Q8H5/PNLvfYa8JhHnzXb1B5ntqklwMhFKj4FHLqt0DoTMhaTmZO+v4mla2lf3gDlq0ytzGJrXrXQeJwbYVCi5JDSIOQVuEzxXR3cn72EXOiVdzWupSf9ntEe371LAM5l7xICQtjCzmRKkSuwiGE83DxZfZIZj+NsaUEbHf9caUTW3rRxoncDuKBbWQdA9PReXLWf1xJax+3Ny9FYGNLjW+d9muydo/Fmc1fieHYtMdVlOA+33hcf3n2EWW8tgioKtuUBeSGFfKWBVF/qq46YEHqjQwmXQlATdXfE4++ozj++KHT7CtxWV81t5H9vZ4tx4eue3mp7181lKv/Lh7KpOp1jD0lFVAAs3nJ14/dzonkOKbj8JebRv3jdjv/82RFcfmbS9ZTW5KSy4sqMJ5xLRaAWHATiuVGNiQRpHW0WHEnzT0IbRlYbnXhuLqafImupU7+lLmRu5kx0+iKRk/a7x312R6bT8y9k5wDptQ4ky3RawH7MnkWh9bhYJEQUao56Bs/YgboythAmuZgjlIbR1sGOZkZYrbQgqdK94vq54QXsGOiu7i8pKKViZJy/Y+1nCgJbSdBWw0FfU93ZjHfOe6xxYlslr979ik+dc0NXBQ4E+C4b+gJ2Ue1vo5J05sctp9YymOnpgGIdKl88MY6UoVWRDVamDb5GNju8RrmGGGl1hOJR96JUJues0spTaTMoigVvs//eNVNzNrDaApUBFQGcl6KVggIKjk2VzchpcOCcBbpS7MK/n18PU9PdZK3TT7cmmdOSTGWQ4z7Zx1ydhbI0hhayrgxURyfF53LQIk+8OqGq3l4eKRwvGDaKr1p9++Hs/DWBcvoz7v3bmOokS01W17qSpdxCaFncppv7TyI5bgqz+xhk7oFUcZy7gvQn68cRJ7VVAJT03+Brl2HaSXI5Ez+/f5nfdsbGJ1mfWU9qlRoqI6zbl7rq3cyZfgghNgA/DmwFdCBU8A/SCm//Boe1nmjTKpex/idjZu459hRxjNumm3lnHpfU+N/O9jAR1dWYDoumTmcWgJ4E/Inuxv5q45FmFJ1+wSW6pSASWsSQ1mHRBJTIsStx33jUqlAqO0gTaznmCkKYBpbjmDb0Biew6mSgNCCeD3fHesqLm+uXMlE3ps054Z1Zg3XFyllQlNsHTHLTe/kqOZk1lt3MN9LQ2wLjvEMDgFOObcza3nVfFPmcVYktjGVtxBCZcKvqefobB8fW6CiixRBYZPAL6qX9iQWcSAH5AmoarGyCGBB9cXxPJJSIlP/UFzWhMl10TTfnYgj7Qi2MadIqAAyBhw/s4mqaBbb1ri5vRsoiTbKDI62GcVpAixXJ+fbX56hkauxbTdVUlv9VcLhG4vjfdlukuIQSJjKSxbH59CX9VIyUc2ht6Cr6s/CnXWLyFnud2jIVh4en8SSbvXi5/tU/u/8BTi2G3mbENeQs72UXdbcTXNoKTknj4JK2vYLj4P6dt7e8VZCShBd6Hzu6JO+8e7pKv5w1f8ioASoCda43maXKNKGwVAqSda0aI7HqYlEXnql1zl+cuhYkVABZPMWG6famJzMYFk2TZsO+f4+k5Pc+fHvMZ3MIYG5axoZnPJe4uYHEpx8yn02ngT2X7WKVcvnvBqn8trgEtVUCSFuBe4BHgX+FDd2vgj4lfkyyqTqdYxEKMTnbnsD+0eGCWs622fPcMCToTCYkcyNfpYVNXVoIsSRQ9+hlFQpaoivTFm493WWd1R1ImzvYTUr6pnKnW1kKlgVXoxin00/hRFmV7ENToMcZkKbS9Zyq79S6rVMpj1iI+UzNAVXM2UmCaoBKoNZsiXkZs/MEDfVzEcTFppQyRleGgtgRzrJkew7yTuS+qBNhJ/5xp9MLWLXTBQHhwXRKsDbt0Bl32SK0bz7kF1e4dcQ3dIQBufnmIUr0csK2vEauNpKDAoTfkv4JJ9YneHTu9z0VHM8ztuX+SvZXgmkdJAzvwv2IDg5r8KxgOGpSv7tZy4Ziug6NRGdiYynXRubrOL+g1nAYkdXM/fcWYk426pIJFDMvV4VZeozyNA1CCXhLqa/USRUAFMzf0QwuBVFieJIh2/2/hgPgsl8noZgE6pQiesh+jLevSOBo9kFVGgLsRFMGnVY0rs5LeAnM7czYUxgODZrK59LyjPODCnL/c4WRhcxbXopv2WJ1byn443F5Z7UDPf2edHM31p8DcsS81/kSl86+LNHHuKHx9yI75bWOfz33W+57CvT3rl+FV/bsY+pQvFMQyTKnoP9RZ+0T317DX/76zuQhb6fD+14P9NJ94EigFR/imBAJW/ZqEhmT836tv/3n/sFX/7391/21/nVhBAiAXwZ+Hcp5cdf48P5pVEmVa9zbGxtZWOrG8q+Lj2XRwZPkS5UyFzZNJctjV5V3scXv4UP7vgseafg/VKdYco4+7oheCJTyfpAAzknDKKSXH5fyZ4kfRbU66uQKAREnIDpRQcU4SCVJZxyOrEcG12pppTYSGmRCJqkZRIJhJRS2TIsjMQIFTRUAIngWmZKIlcHs+vYNVOoEEvCO5rWkS0aflaxPzmKUzCEOJk+zeLYfAYKjttBZR2jeS/ScXCmh43VLZjODCFVYUXFMTIlmaqnZ4/SF76DrCMRwNXyp75j3Vyzm47ErZiOQ300isIFfDDn7oNcCWHUlhUrLKWEv9+7hbNp1IxpsrC2xiVVEtorE+wbLGnIPKvwo+67uG7uXhxUqrUElPp9OeMMT32GSaljO1lqKW1jBHlzlLt++g36kllytskNS87xA9Nj9GTcSJWCoDPeyLjhkfa8DLFrxo1cCQZoCM5nJO+mUSsDUY4mz2AWRPWPj2tsqqwhY7spvFhgNT1JTz/Wm+kjolaQtUwUGeSmxrf5juUPV9xEzjYJqhotkUq21s87v+v9GuP4xDg/Oua1ZHmmv48fHjvK3Uue34PpckFVJMzvXbWVe549jIJCRNV4tqS/54khla8++UdMZ0zypkK6Pwh4v/HkVJZ5apip6TSmaRNs8k+F7XNqXteE6hLVVL0TqAT+DEAIEQdSUspfKXVWmVRdRmiOVvA3W25nz/gAYVXnjg7/g7k5XMOC5FZOjk9hWDZ2y07f+GC+gvefvgkHSUBI/rYzh12SkgmrUZL5sxGcAA16B8JxxeemDPHk7ESxrY3GMHGtmqTlVuTF9TUcTnkk62hymNpgRSESIVkVHcYoITYp4wSoa7ClhiHj7J7xVwM+PlGHzrswHEFVUJB3SioREfScmc/Oo3PJmzYrV4ZB9R64uiJYVLGLtOVqzjR1oc8uIqCt4oEp77w76q6gXXrWBv/WdRPdM9MADCRn+c99u/jIugtjLCgzX/cvm4fpElvIOzmylsLxSb9TfSqXJ+Lo5CyLTMYkrGmkTU+Nnqga53Ch52NCq2edHkLgvtGbxDiSegjLcfVkGb2RFqFzVs3+0Ph72D/umXCeHKoiXj1cIK+y2NIIwEGSsaNE1ArX70tP0FNisSCx2Fhp0xnUCAuHo0YFD0x4kaesYzGY38ZILo/hOCxN+HO0ecfikb1bGUm7UbZrElluLuFNNaEo/7L5187rGl8ITBtJklYawzGYG21FEb9cG5S+mdnnZFEM23rev73csGN7N1173ZeEuuoYQc2NPAFUx8PcsyuFUViek1BQVQW7EMla0drAwX1ealoAiiJwHImiCN7/nvNvJl7GS6L1eQjqtJRnQ+RF3AAcA24TQnwWaAWmhRCfB/5ESmnzK4AyqbrMcGtbJ7e2dT7v2DM9ffz0iEcWHtm3hPUrepCFCE9fdikO7kPMkIIfjG7mTTVncKRAVxs8OwX3L0gRI6ItA1SOma2kbU/nZGEQVxeSdgSOlCTtEKWRq6yd588aJwg7pxDkOCxXMlYyl5iile2zbmhfymnmxzZyMuU9JJNmK9vHz3obSe5s72A43w2Aasd4/IBBMudG7J7ckWP9tY1059woym3NsSKhAuhKnWR+eFGB4IUZMUO+6/bt8SmWqO9m1tRIWWEe6PG3e7nn+LELRqpE5L3IGS9CN6qspi/jkd/3rOvkc095lWxhJVBsajyRzrJuTjO7Bl0CurLJIRR4tPi3M9YoA4FN5I0UeRnE0aNYjhdtnDGHCYZvJ22b2FLhF0PtgFf1eHQ8xbrgOqaNPJZjURf0F0pINAZyFmARzNu0hCqZLTT0Bvi1qh6qHVdAvEyvYvvMVmYtV2gXUeI8NTZErhBFncgHWVoZIee4JErObmMk7Yny/vyJh9nW2k4s8Oo1vz6LnJ3nE/v+ihnTJaO/Oe/t3NL0y03S18+bx43z5vPAaTeq2lFZyZuXlEv9D50a4tE9XqRybDLF2pVzmMhn0VSVeCTI9pPe86BvZpZr17aTzbr3T7LfX9E7NDLDP/3126msjBAJB6iteZ1Xg766mqonnmf0/+CK0UuxAFc79WXgs8Be4A3AHwAh4BMX/BgvAsqkqowivr5vv295Z7dD+/w3kpI5DNth0vSbf57IBPmqvBZTmkRVhd9ryHtmn4CmRLBMd8JvkyeIqEvIFCJVAo0Ds9NMm+5yRI0SVSOkC81+31YXJ+J4uqkFop9JEcUuOG4PWq1At7stATHlDFV6Ewoquojy+HBp5ErQnazjjjnLCSgBevsi/CLnpVQkgvCRFpqGqzEMm/Cto+SrvbWlFNw/0cFwzo3KXFdXA3iCf9Nexh8dPTt551nfOo8dfR6h+O11G1/kqr9MhG4F4xmwe0CE6U77icvihm9zzZw/J1NI2x4YGfGNq9oQf3bXszjkiWthBML3bP3qaCcPjroRovWVAW6s9ppgCyLsT/aRL0SuNrdG2DHqVQeua2xhz7g3kTUlmyF4NpIlEcJLD+Ydg4DSCkwREhrLo3GqHS/aF1Om+PV6i0O5OAEFerLtdM1613zCyBNS1iHIYkvJ6akIpS74Y5kMU7nsa0Kq7ht6tEioAL7Wcw9rq5YTViLkbIu6cPRF1n4uPnXd9dy6cCEhTWdhdQ36Zdqj7umeXn7nRz8ha1m06FFf5Akgo9h0jbvp4bl1VQjhpsQBKsMhdnf1kyuEuxfX+YtH3nT7ala+noXpry2upPSB6WL6ef4uBlQBfyil/Ezhsx8IIWLAbwsh/lJKOf48611SKJOqMor49XVr+HmXl5JZ2h7niUlveVG8ieGS38KKKp3+wptf2nZ4JruJLUG3c7yqVKFYnjA5JGa5KhZmdzaGqqhknTlMJ7uL4xk7zebq+YSVJAqSq+KDvpZ9ATlBIrCGjDWK5eSxpF+/I2WMozNnHTsztEfbOJ3yUno3NW7krha3bN6st/npnlGOj7kP4IimcfLIBLNpd/1vfjPEez/WRMpxCYumbmA455XvPzUxydrKambNaRTC7B9t5GyLFIBj1gCrG5oRCOKBALcvWPziF/5lQAiBSHyquNysfI3ZyU8Xl/vGb+eJE577+PqOFnb0e8u3rDlFpkB888YU9bGN5ApVnVmnnUfHvMjTrmmDK6quJST2IEQYqXaSNzyxdzS4l7tbVjM0GUQ4ginb72r+7OAsVzRuIW2aONJhWj/qG2/Upvjjmr0urRNVQBSkF+WL6xN02G70syrSxuPqenK2e7/FtSAHZ7rJ2m66M1GdJzAcw7DdDMHbl65gTkXifC/rK8Z/Hd3FA30nyFomixr9xQN5y+S2H3ydsaz7wvCF6+/i5o6F573t+miMOzsvbw2VlJK/fexJZvPu991tz3L1ihYO7HPn6taWSvaVvMicGZti/fwW+sZnCKgKreE4e0a8eb1rbIIrrp5PxjIRiuDWW/0dH173eHUjVf1Syu7zWOPsW/s3z/n868BbgY3AT7nEUSZVlzGklD4x5vrWFn5zaycnpk4S1CX5RI6JkkzW8eQQW2oXkrMNJA7Tpr8h84mMzZ2xBYU+fzqGTOH9TiAndAy7C2xQxCRBpZ684z4kNaGgc4gZwyVCDyYreXM0iCj065tUlzOZ2VfcVrt2mhFCOAWx02CuHShEp4QkqGWJEEQTGnXBCu6e45n56arKX91xE/+9cx8hXUNLwT2nPbKQz8Oph24kk8xjGFB3TQYUj1TlbJsHTq/n1KxLQNbXRyglVc3BSvZ1exG7X5w+ya0LzmkwfYHQVvFOhtIPk7aGEQT4yf7FgEdu9vT0c8OWaoRqEQlYZDmn1NxMcW1sAQKTo7n2oqXBWfRatUwatQC0n+Nf6tgRtu/JMpl2r8OyzjpKNflra1p4ctCLGN4cXwja2RSx5O1VvQin8OSVU6Cvg0JxQVq0MpT1IqdhpZc3NW5lx3QlulCoD4c5OOPdfzOMctvKOaQsGxTJmxb5K/tM2+b9P/khQ6kkhm3zpTvuZn5VNRcCo5kUn93zGLmC1mkgE2BRa5hMwf+ryl7Jzqx3//zvZx9kW3MbsUC53+D5YiiZ5OCwP+o6FjWoWlOF4dhooRCc9JNZS0qGU+4DLBH0p+zj0SDPjg6RNVyS/sWHdvKZX7/tIp5BGeeBIWAZpToQF2eXq17dw/nlUCZVlxlm099gcvovcGSGcHAbjbXfKBIrRzrEG39Bc6Wrq9JYy+ESUtURrWPXpKeL2lLbAXimnO+rsxCl6T99DVbB8DMvExxKlzYiHmV9opMjqRQBRWNxPEqqxAdrwJhmf+R6hMxiIVAc/wMT5wyJwDuZNHNYjsWk4RdoW1nB+L44jpSMqzYDq5LMrfF+kytbGvlsyy0AZHIGz+7pZmTSJSMBXeXQ/hmmk+6kGBvSaH5vjFnbvRgN6lIemPUiOiemJqnQQ8yaOaQEkfannP788Ye5pn0uYd3vYH8hIJH05dMkC+mmpS0mXSWPpDWdFZxUC+TEgBXaRnKWZ3y4NSrQClq35fppbq9/P/cV0n+NoRAzpkc2e7J9rIivYDx3ECk1BrrfwGTaE4wfPjbG1s1zSdoGKoKZvF9Mfv+ZKX53YwdgEBYWEcfvyG9Z4ySJIGUeAwOBWtTzAczYAYbzhVY0ogYFpVjRGVJCHM6dIWW5+/z8mRxr6z7iti8Cvn/sME/2eXYQn3z0Qb5x51svSIXXt07uLxIqgLGMwfrxDagzJpYtGfd7pDKeTTOdz5VJ1ctAc0UF71m7mq/u2ed+IEFaDj3T0wAMzSbZOK+Zfafd+6O1uoJ9vR6hPzg6yrr5jXT1jBLQNebNq2PXaS+C+/M9XWxc10KsWidrm9zY1ElUL38/rzJ244rVW4DTJZ+fdWIde84alyDKpOoygiNzTM3+LU7B2yibf5R09ofEIncDcHT2GYZz3r1syj2sq7qBvnQOTejENH8F0zPjw2yp3krWdlCkpJ7/8u/Q7MZU54E0yMoYTkk1GEBAtRFiGFPChFFDGBUHN1IiEBxMj5AsmHQ2BRuoEp6+JyM2c2DWE6q2REIMlEi+xEgLjnR/g4Zt879/9hBfedebn3cSjYQC/Mm7r+frD+whFNCIKhoPPulFQVLTFivGt7F8XSVBNcgPTwwAHsmbMXN8/Yp3sqiqjqCi8ZGf3gt4qf/GWIyQdnF+asdnfkLS9CaPBfO+T3v325jM5QgFVIItE1DCN384aPO21nUAxFVB1L7Xt707EvvoM7ZgS5uWiIPh+L+z3VMLeGw0gS0dOu0IYBTHdE2ha3Ca8UKaa0NHE6fwIjRvmBelP+tZNhyLbmOJ8lBxOaNoOKb7nelyltbw1fRl3chWVs7niXHvmvZnJ1hTOY/B7Ai60EjoTWzPdBfHD8/08cV9TxCzEmQMkx/3+aOq2wf6GEolaY6fw3h+Cbx53gr+49B2MpZ7rarUEM/uGyVrukSrqSZGIK5iOO69/Y7Fq2iNv3qpydcLPr5tCyd7xsGRBDSVJ/p6feMp1WLhonosx6FaD9E35feeknGVTFSSwcQ6p94/GtP56+6fkTrp/liOzd/MH668+eKe0GsIARfS6OUF9/Ey8V1cUfoHgD8BEO4D+4O4gslnX3jVSwdlUvU6h3SS5FOfB5nFcNLYtl/YvHfyfnb3PYLh5KkJ1j9n/dMTGkenDcDgmlb/eGOwgfv6ve09WnUD18Z+VFw2tTYcw/0dhIEV0ZvZl3I1WoqIcrzE/HMoN8H6ylWMZfeiKSGaQvMYKWn2PJQfQdHvYDgtyNtBjCDAmeL4lNnN4vB1TOctLEfSP+4ZXgIMzMxiS4n2ApGJbSvmsm3FXAAmZ9Js33OGZMZ9wAZ0lfduuZb6QkXQ4ugsjwyeLvp93TJnMVsaO4rb+strbuDmb3yFfCF68Xubr7honjczZp9vWSgGNWtGyWWnAUgE2+gvIVWLKyroSu8uLm+r30iiJGL0velVHC1o3Y6nJG9qWcx43o1kKVTz1NgEdkHPdlQ/ztLWpRzpd8nO8oWNPDPu6VZ2dg+yeXEtJinCmqClspvJEo729bFx/k/rFlRsHARmSX9GAMNK8njqLgxpo1GBLCFoAEJIZgrmnyE15hsLyQD/9dBhZrLuyS9r89+7b1q85IIQKoCWWAX/c/UVfOfkAXRVpTYVY7vpXYehiRTvWrGKhuo4IU3jjnnPX31bxovjqaPd7DvkXdfVSxvZN+RFxqWQHBkpBDMkrGyt52i/W8XbXBnnYI/3rNrbPcjC5hpODrr31MKtCXaY3v31tVPbuat9NYsTDRfzlMoogZRytxDiq8AfCSHqgT3A7cDNwO9LKWdfdAOXCMqk6nUOI/2fGKl/BlwNVUhfRc50yYotAzyTspgpRAdm/n/23jpMcutM+/4dQXFXM9P0MDOb2bET2+FknTj8Jm8YN99CNrvZdyEL2SyHmRyO49iJmcbDzNzMUN3FJTjfH6optcZ2PLanB+u+rrmmpackHZVU0n0euB9jiOZQG/0Zh6zY5ioOxtxcoSe6B7iqpYHBzBi64kOTUcCND/7pQT8/W3U1iByWFFSf1tamid0c863FxsKWITKWV1tq3PTTbzgvOlX15vbYUvAf+6ZxcsL5XV3bHCZQ4pKqsJjN73pdgrFwWguDe91qsI9dsw5NOTOtoIrSMB+75zp+dP9W/D6da1fPLBAqcPS+vrTuDvaN9RNUdW47TaKitbSM373lbWQti5Cm01padkbHfTlYVvFuTsYfI2U613DCvpaePKECODwxSFQL56UJbBqDw4y6ziV+NGpya3QlOakzZpXx5OjkfpCCPaMVBLgFwxYEdR9Z2/UOCgGlNSpV6TBZ00Ke9vX6VcHCxq3ELeceKvPNZ9RwQy7XlVWjGo6gqwIEfWtIT7pnHo4vpTN96h4ZZmnZInbGnBBepa+EI3H3+ndnOllaPpddo934FZ1pydk8m3ajBfs7B7l12SykIgloOp9Yvf4Mv+Ezw/HEEMdTznc3TatAFQIrX3oWDfj55NoriQYDf2wXRfwRmJbN/zy40bOuvzvGouZaVEUQ0nWebZ80wRBghwWLFjRgSUkpPvpH4h57qC6Izx8gY5pYGp5m4gFNpyZwCcsqXKBtaoD3AZ3AO/L/TgAfkFJ+9ewNbGpRJFWXMBwv1dcLy0IIAjLBhHYVEsGwVcu4MbnSVZCxKjBkOYZtkc7WAt6my8PxMMcmHLKyrs6bc7C4XGdXcgenfk1rSlYQNt1wzwF7DX0ZV5V7TskaDsUdz5VP8TGcdd35Hak+lpcuYTjvrRpL3VAgVABPdCW5Z95KkukEwvbRbUeZnN+4z+zkqhkLyGQdcnZlm7f1zIvh9qsXcPvVL6wHdFPTbG5qeuHk8xnlU9Pv73T41DDVoXeyI7YLS8JQpgLnmeQgZWVoCleSk1lydg5VeF/stlLL/w71AxZS9jMrsoKjCXdGn85V8dSQQ2wEkiU1tbTnPYwRQuw4Mkoqn+y781gvbc3lnBx38s3esFwtECqAztRhavyNpKwEPsXH1cETngrPQO4Qz2RfT8r2kZVB9sS9pDtrTVAp5jvhHVXQZXmbaKfiYfr6ygCoDnsZXkDT+MK1N1AdeWlyBmeCExMj/OKkm1vYbo6ybs4MOnvH0TWNNy9fWCRUrxCqImiqKqVzOFZYV19Txs5JnqrZNZUcGXS9TZYi2dbn3EMKMLumnI5B596sroiwbaC30D9w+54RGheXFSYk75q5jnJ/scfiuYaUMofT8+9z53ssLxdFUnUpQ0RQ9YVYOTcUPSqa6U074pFSCuoDN9GXcbwHQiocTyYZzuWTsOUg00sWcyLuLC+sqOPguPvC3TbQQ0tZOT2pMRQUXtvYhWm705PtiROsCK/ElBKDAPsm2j3Ds6zjzC+ZDkhUxc+RuLcybcdQG491NZM2TWZHa5jclxAJmzdF6RhxHorLFnkfgDO1Wp7Z75KLLz/xLF+4/cYz/+4uEmSsDL/qfZy46czCQ2qMsBommZcaWFTWzNHEqTw5wbZRjZkRP4bMIiUY0k2qFwIq/b2MZKpR0AgqYTZO0vuSCMxskFm+uSAhkAzRmXNJuS3hlqaZ3HTTTAKaxtHsA2x0ORUgeWfbZ6nyO9pW9vjnIO3m8O0y1vLf3RInCSzLyopZnEi6kh4jyVp2jeTvvzG4pbWNEynHWxUWZWzsdnOutia6WNrQyMFex1v1tlVLn0OoehLjDKQTZEyD5TVNBNQzfxwe6Brgr+99mHTOJFKjY0e803JTlfSaSTDh6Z5O3idXXdJtT6YaQgj+8vXX89p/+h5ZwwIBw7ZXNy+VzTGtuhxdVSgLBtncNeneBMKVflZEGgHQSjU6u10vu2lJXl++lmvWthJUdRpDZefitM4bBOegTc3U7v6CRZFUXcIQQhAo+wcSA7dgIzBFKb2Zo5Psktn+HqJaC6oQZOwqHhnqmLQDm/nVCpXBeiwpCWlez5QhJSERwTaT5KRNxo54bii/Wsnu1HFOuSOag9fRnnI9VWG9hRPJA4Xl1tC8QusSIf081mUxmq8g2zXay+LKBvaMOMRqZbCJfSfd8M7OvUMsWd3ESCKJDxVfLAy4eVX37tjLe9etpKWi7OV8lRcsnhp6pkCoAFLWBMvK5xDLOUr1qvBWRfZmktxUU0POGsa0c8ROk1AwzQhbuwRgoYoJppdX0JF0mZEwQzw94JBwHyoNpeX0jjvHjwb8/N/1q4kGHK/MDOvNHIxvKjQ6XllxQ4FQAYiSTyOzjyKtYTJWkB+MNDE5wf/IxBhV2lxsqaIR5MFhb6V1x1iAUrkSy5YE1AA5e/K9C8EajYjmJ2uZZMPe1i4Z0+B1D36fgbTzYv3o4iv45NIzVz3/jwc2cKgnf/8NwarrW9iSdEh8nR5l1wl3rBs7uvj1/oO8et4cMqaJT1XxT1HhwqWMpqoyHvqr96EqAlVVeNv3fuaxl0WD7Bp1vnctIWgsjdIz7nq3RQq2tzv3rl9XqW0OM5BwvO51JRHevWJl8boU8YpRvIMucRiU8Vi2HlOmEAga/OWYk17CulqJmd2WV3vyUeNfzWA2/xKVgoOjWTqTTggwoGjUBEoYzDjbzyurYX/M9Vx9+WA5f7agEsPON73VKhnPuXkOYbmdWt8cFCHRhJ9DyclVszCejZGO34BlKwgRZCQ7qTeXgJCuMj1aRtay8Nun3boS5FMK8R4DMJi3tspjXlBXQ3P5pVdxtax8CT/r/gU520mUUtHZNTrMaM55WTQGS9GEWtCfur6qnNHsU4Xty7UxBidJExwebuEUsbEkCFsnIHR8ik6VL8yOQddzlcOipjnIyuZGArrGumktBUIF4FeDvHPanzGU68MnfDSHvIKXFiXcvvHdHImNIJHcscDHZFIVkLX89lgGJ9klzZKaOg6Ou95KJVvC0/2n7j/JnMoqjsSc7St8QXYO9BekDr61dwd3zZrPwion8fgHR3YWCBXA/+7byB1t85lZ+uJh2/6xOM8e6vCsyxyyWKO1Ylo2wVI/A3aPx37v3r18+ve/B+COeXP5t9uLmkgvB+URVyztC7ffwJu+9RNsKZFIYrY7gTClJBzSqTJDBHSNxkAJe/a41yRrWCwJVXLtzDYCms41M6ZdXoTqws2puuhxGd1FlycOxr6FKfP90bBJywgCgRPMCdGbcV3kghyLIwmOKPVoioppVLMz6XqDMrbJ6opSlup+QJLO+Tk8qR5jNAcJuRhTtmPJHF5aA7oSImLtRUoLaUND4Fo60+0Fe+/YYu4/cUqqYJQFNbUcjDkzT10onBgfYyiTb1MjJ1hQ28CxAYcAriir59gOl+Ad3tLD9FXl9MXjBHSdj193xSUZfqn2V3Nnw5082PsYitAJKo0cmERke9LjXFE9Py/YKmgIHGB8UkJuyuggFn8rgxmTnGUX+iGeQi4niQ04+lpxLUtlaYjBtFsA8Oq5c7ln7ooXHF9dsJW64PPns/3y+D4Ox07lwAi2d6jU1/nI2jmkhL7xMJAp2IeTWZqDFWiKSkQJsKVzciWrQBcKa+qcViNB4eOJSYr9tpT82+6nGDLipC2Dat9zk5D9ypm1f6krL+H2FXP53XZXpiGEzv7jrndqyYpadg86y9XhELv63bHed/AQr1swn6umTTuj4xXx/FjUUMdv/s/bkBI0VfDOX/3SY68uCfO7d94DwEQqw50nv8tI3PVev2nFIm5eOjWivEVcviiSqkscg5Oa7QKkzBGafRVYdhxbWqjCK1RpiyiDOSeMoTFAhb+N0eypB5Eko/RxMk+0QkqYqB5lwnBefNfW6kwYbrl+Z1pQrYWw8qROVxuR+bJlIaBKOcyoVouCipBRftE5WQZBkM5arKppQgAh1c/j3Scmm6ks8RMdq8E0bUoNr7CmbUv+8aabWDK78eV8bRcVupMqW4c1QNISSqMgsPPTRA2F/bEhhrKOd1HIGuZNUhJIGFfyeJ9LBuaV1tGTcplyxApzqsIzbZrM0isKpKopHOUts5a+7HE/0eP1VPYm0pSPz2cwnSRjGdRHvCQ4ogU4Mu7cewqCttKqQlI8QMCns3nQIZS6UGkqidIdd86lNOBn82h7QUuqRxmnNhgpeKveOmspzSVlzxmjlCbIDELxSjZ86o6r6eofQ0hB0Kez5ehp0hbDFuvKGrClxB/RebLf69n69uPb+YuO35M2TN68bjGffvXVZ/SdFeHF7Bp36vY3N9zA+37968Lyp668svB3NBTgT++6ls9+/wE0VWFBcy03Lj7zVkGXHIqeqilDkVRd4lha9Sme6vtgYbk50IhhuGXrrQE/BwuOhwB7425o0CTFmlqFg2N+wqpCY0kJB5OuonrKTvLqlmqqfAl8ikW5P8bwpBSepDXBzaVzCct+BAbbct7E0oAi+fTcr6IKH5Zt8/SJH7B7xJ3R10aCbB1xXkYKgmkllbTnk+Z1FAb2xhkcc16KHapCfVWUvmHnJXrFkrbLglCNZhP8uN2tsOxMjbCsvJV9sS78is6saAPbRtsL9k0jaWZGbiFjZbCkzq6hSiYLFR+I9bO+Zjopw8CSks4Br5L9eCJH6USEjGmSSymkDQPfy2zw++llV/NI17GCKOby2kZ2jLie00rD9kgTKJM4lo1E90uiuh+/qlIdCrNjyA3vGNKiuiRIXagEBQhFVJ4acuUgMrbJqnAN9UY5lmWzONLgGZuUBnL41WDlZRvK/hsRuKlgP9o1zMG8dL0E5s6o5lC3+z36/Bo7j+fV35HMnlvJkVFnQlHpD7L7SA9Z0znv7z+9g9uXzWVe43N14oo4c1w/fTrfeu1rASgNBFhU69WYunXZbG5aMgtNPTNplSKKeDkokqpLHLWhNVSH3kDM6MdGIi1vaxBhHmZcXpcPuSgFYcdTaCmJo+tOVZ5fqSSYKSVtnQoRSRaXbiRl5l88sgZV+LGkw6xmBusoMZ8u7Gu+KnkaDZnP4JpX/n8KnjJVUfj79bdwx/3fRQKVgSAHJlyCZSOJBATXl0fwaQL/QDlPjblyD4Zls2h+E++d00zAp7FopvcleamiPxObdD0cpLM+Biec3KYy1Xs9FRTu79bpT6eBHAuiXkK0oKyeDX2uV2V5VRPbu912M5VqiO6cQ1xHUim++PTT/P1NN/FyML20go+tWMre2EmEkPRNjksC7YlR1jbUM26mMSyLuJF7zj4mjCwYEDdzVIciDE7Kk9Jsla19DtGK+HxUlIcKXteI4mfXiUESOWefX3ziaW6YPoPyYD5nJ/0Ll1ABcuIL4FuHUCJIKfnvXz1TsAlgYizNtIoydEUhEg6wtbt3kl0QSausr2wCCSFFY4PpfseWLdl4tLNIqs4Crmlre0GbEAJNvfRSAF4OhDwH1X9FT1URlyJiuV52xJ4utH+JRuZTOkmaoEveQF/GDV3MCC9kb176QBMqcdP1HGTtEVaWt7FlZJCIprK+0k/KdAX5stYg8yOriZLApwjq1DRMKroK08GNZdehyjiKNPEF5njGuqCiloN3fwpdUchaJrc/9DWSCfdFuqAmw7C1EwOwG/xUly9naMx5SaqK4L2vWUNr7UXRc/OsYX5pE3c1reLX3U6YN6QE2Dviekz2jgyxvqGVfRPOS3xBtJWtk1TP9090s752GgkziU9VGU94n4Tbx7q4bk4rhjSRwO79wx77tp6e5zTmPlNkrBxPjD3NaM7xjtZFGhEjbtRgeU09O8fce3N2SR09bjoXPtsNXWdMk9n+SodUSWgOl7KjzyXliVyOeb566gM5VCEoM8I8PSn3bDSd5u83PoEWEGRMk7+Y/TCT2y2b5jB/8quf0T6eIWMYzLPKPOdS5gvQfsgh+YoiaF1WTsdIrGDXFY3tRx2CpykKDeVRevNtVCrCQd68dvFL/fqKKKKICxBFUnUJQsoc2BMg02wc/lGBUAHsSnRzY9l1CJHOV/fFPNuOZI4xv6QNU5poQjCWO+mxzwz30+Z3iFREbyRjqsjC/iUr9RNoliOLYNOKgduvT1GnEzbcGT7xv0FW/BghXHf8qVBSQNP52xW3cc+TPwSg1KeRlG5isKVmWXpdmq5tNQR9OqvnNl92hOoUPjznVuaXNhFQdUbTWT6/42GPPZcOYU5Uk7FMUj7vT14VkFG7GTXHwIJpJfM46KYpsai6ms3jrgzHsmmz2HTUzcH66Lp1L7sA4L6eDQVCBdBv9HBL2xKSpoGmwFjW65k6PNHPmpLZJHMmlm3TE/eGJhMZA3/GR9aySFgmId1HfFKjbSEEewcd4lPjixDUtUJ/vrBP56H+I4znHK/cUHwW312xGZHvbfjrvjexrd+VlhhtMFB7FSzbBikRafc3ZtuSyJigNBjAr6lURkPs6nIJnmnbNFSWsG5WCwGfxtqZLYQD3tzGIoqYUhRzqqYMZ0SqhBD1wMeANcBKIAJcJ6V84rTPlQJ/D7wOKAcOA1+UUv7oDI/jB74AvD2//W7gL6SUj/7RDYvwQMY+BlnnK6vnOvZPspVrpYxltxRCcAvCt7J53H2x1YVmcSTu5k3NLZlNR8rZgyYUfPI4pzKjEkYPdcGlDGWcpreLQrPQLDcxXrE60HzrkfYYCB1V+MGelNBr7ARjO/hWPe95rK9t46lXfwS/oiEx+LtDfwWTBP+Wz6/li7e89SV/P5caonqQu5qd71BKyZN97TzW5xChkOpj/8gQE3lysaW3jxVN9RzKh1bX1NRxLOWSppPGQRZXzWckncGnqqi66RbgAbvMY7xt6RUENR+lgQC3zX751VMzI96cNw2VXrOTkTzRmh6cNrlvNQvDzTzb7nrZltXXM5p186giip+sFQNgLJthVV0jW/sde10kzI5h97ODuQRrW1oZHEuhawrVFUGeGW4v2J8ZEny94/1kcyYZU2XzSCmT5R6OZ2NcNbeBiUQWw7JID3lDl4qAeDxDHIgnM1SXhhmKu262O1Yu4HUrXlixv4giirg4caaeqjk43aOPAXuA5zTOEkJowMPAEuC/8p+9BfihEEKTUn7vDI7zHeD1wJfz278TeFAIcY2UcuMLb1bEKcjc7gKhAlgkHudA4Bp6Mx34hMa8UIiM4cbkSuVDNAffRNqWIFW6Ut2e/XWkOplXMgOJRUCB9GRPE9Copri+xHAqpNRx8GpJosoYWHnBT22+16jNBH35Hz2fhpCrLfWW5rfy9ZNOCyi/EuC2utv/6LaXI4QQfHT+NYwnLKSEoK7xRN/kKjuBP1FKbUwjZ9ooZd6cKoEgbqfpN2JgwNrSJo99WVUzf33lDWdFnmJ5xWxuql3JwwPbAJgTbWPHWHvBfiLdzvUNs8jaSfyK4IS3wI4dvb1cXdtGzrRAwp4xrzjoQDpOQ12QnGUS1BXEuPDMnm1NcsIYBQMyyVJPUnxA1fj6boWxjA3YzKyw80IkDtaEG9iz0w2jz6utgiEnnCcBs1wtNADI5ixmhCIMxZOoimBmTSV3LJ33Cr+9Iop4BTgHOVVFT9Ufx3agSko5IoS4C/jV83zm9cAq4B2TCNT/CiF+DvyzEOIn+b4+zwshxGrgLcAnpJRfzq/7HrAP+CJQrDk+E5jeVi9CwJtLxhHBDkDSLiponzSpNkUdW8eGMKRDtFaUTSt4pgBmRxroTe8qLC8uWU4s68gmKCjMVjsRdj452DoC+grH+wSgLQBzkp/MPAC+dWAPAQFE5CMIceaVY6sr1lLtr0VXdMJamBI9+uIbXYb42eH9bOzOtx5CMqumiqPjjpclqOgc6hkllnHcTwO7YM2qanoyTh5WW2AWT03Kydo+1ENLtJzhbIKAqvPxedefVb2vT819Ex+b83r8is4jA7s9pEoVgmhoHzFjFBuYXbeOQ25rNxaX17HxuMu0VrQ1sHnInRRUlPnZPeZsMJJNsbqmhc39jr0mEGZnv0uKOmLjrGlq4vDYEH5FY0aoik1j7r6OjY5ydWsrqZyJIgTWCe+j7ODwMH/34Vsoj4TQdZU//dnvvSdqSXZ94SP4LieBySKKuAxxRr9wKWX8xT/FFTjc9Kenrf8JDuG6DvjDH9n+Dae/a0sAAKIaSURBVDjSyd+YdNyMEOKbwN8JIeqllH0vuHURDoJvgtS9YObzj9RpCHNXwdxi72BQayKVT0A/nL0GQ7qVSnvGu5kXnYYlLVQUYrmjk/fOidQwiyOLAZtKTUOxH/MeX9qgNoHMAc/NExHh/4PwX/GyTk0IwfTI9Je17eWCgWSCHx7cXViWCHRb462zlhLSdKw0fG+7a7ckBDMNNPojmNLGtr2Nfw1b8qVVb2ZBed2UjFdXNPT8Y+im2qU82LuNraPOPXd1TTVDOXes2eBGVtbdyFDCwKeomGlvZeP29h7Wz2/CQqIK2DrW6bEPJOPM9ddhWBYlmo8hu99jV8c1Uu02KXIkGrykyaeoHBwYZjjlFEYsq6iFSU7dG5fM5NVXLywsfyZ3DX/2wwcLyx+9/coioSqiiMsAZ/NX7sep9TrdG3VK0XE5f5xULQMOSSkTp63fglO1vBQokqoXgRA6MvwBSP0Ax8cbBKu9YFeESb+1nMPpZgzbQFW8/fwCqp/O1CCGdNxZ68qn05/ZW7DPDFcxlnV0rsayMD26nJC149TRQQ6Clc9dsQdBWwRmfnvfWvA9J3JcxFlERTDI9NJyDo25+T93tM3jA0vWAJA1TZ4+0cnJMScbPaCrnLS7GZtw8n18yii1wbKCKOZtzfOnjFCdDiEEX1j0NmJGgoDiY3vsGX7d45IqIRUGR7N0TzhjW1vvzcma11jNs8OuVMGauia2DLnEqoISdg67RGpVcxNbBhxmVOkLsbfTtR3qHWbFrAa2D/SiIFhaW8+WHjcna2digOvnNJOO51AVwTuvX+kZy23L55AxDKSUlAT9rJvd8kq+miKKOLsoJqpPGc4mqToM6MBqYNOk9ae6lL6YcFA90PM8608RqedsL4QoA8pOW910+ucuJ0gpIfV9NwSHH5RasJ18kwE5ix0Tx5GnFLflXkr1esYNxxnZFq7heNIt/9ozMcasUDU2Nj5Fxz4tvLg5NcSi4FIsBAElRKm5wWOPS4UR2rClQVi0UX8Jtoq5kKArKn9/5c28/rc/QlMU6sMlvGOBm7fm1zT+/oYb+caO7QQ1nUiFwR/G3OKCnG2wuqaUnB3ERnJ907klAyV6kBLd0Yq6qfZWto9upCvtECV/cnWBUAFs6+9lWnkZI5kUfk0jEzQcX3ceu4b6WFneAhJ0VDae8D5eRsaTrPY3YtmSsO5jk+lN2gpNqJT2aRiWDRGvV8wnFLpPjjIcc8jofU/vY1HbpGbRQvD6tYte+RdSRBFFXFQ4m6TqR8BfAd8RQnwYJ9H8ZuCUnHfwhTacZM8+z/rMJPvp+Djw+Zc80ksZuc2TCBVAlqRoZVhpxZZwINeI5EjBaso0FVob8WwKQ1oYtnd6oQqw5CiGzJCzJYFAC0bOJVYVvlq6M27y+sLQUrR86FFKGDD7yJrtAKQTR4iGXkPY753VF3F2saK2kWPv/hSa8vzK0WuamlnT5PTImzDSbH3qQKEBsy4UOlO9jOQc8tJ3dJjraudR6gufm8FPgipUGuXtbOo8SM60qdJKmDzvMqVNrjLHWMIZa3OgGSb1omwLV7B1Un/AFfWN7OhzQ91VMsyuSfbFTbXs6XUmH2X+AAc6BhxCBew91MfCRTXsG3EkGdb669kXc8fyq6f28porFrB4xuUhOlvExY2i+OfU4ayRKillvxDiDuD7OFWA4DziPgJ8l1MNxF4YaZwQ4ukITLKfji/jVAxORhPw9HM+eblAnwdKFdhu+OeokSCWOwhAiOME1ZmkLedy+JQmHh7oKvSKM+wgjeEAGdvhsouj5QxnT2lVCdozOaqVABIbXQmjWAc8BX8ns6P41FVYqCiqn2z2QSZjNPGDIqk6B3ghQnU6onqQj8++ja8feBoVjbrSINvHXUmNmJHkV91beOf066ZqqC+IeC7Lv2/bwVjG+em3q3HqIhH68yRq+bQ6tsVd79LBsQEqAyFGMimwQea838GxiREWVtSgSEFQ09h1xJtNkE4brK1tREpJSNPZMOSGEgWC66pb+Z87XkNA1/ndU/vZt80lVaqqUBENnfXvoIgiiri4cFYzJ6WUTwkhpgOLgDCOztSpqdvRF9zQQR9OCPB0nFrXe7pBShkDYpPXnc3KpIsRQilFRv4Cc+LPsUSAOC3EcntcO6MsDFfSY7QgUOhK1mLj5p0MZdNcUT0LU8awpIVn6g9k7CxxEcWwk2DlaPVXYdmTRBHFDI7Ej+aPpbAqMh3TdEv6q0reM0VnXsTLxfHuNHv3G4BBbakk0Oojk299owmVm+uWnJdx3X/8cIFQAWQtixkN5dRVRLCkjRoQMKmEJmHkaLIrSMYtcpZFoMT7eKv1RzjckZ9sSFhQV8OBfrfVUbkWYPvxnoJ9Vm0lxwac6sFo0M97r1lNSdCZ99190wr+sPkQR7qcSsnXXrWIpuqys/wNXBo4uK+b9hNDZDMGV10/j8qqkvM9pCLgss15mmqc9XIUKaUF7Dq1LIS4Mf/nY8+7gYtdwMeEEJHTktXX5P/f/dxNing+jEg/ezMZIIOuqKgijCVd4cHunM6JlNNc1q/E8CtRsraTjNIUCtOe2o2dV0G3ZDklqoaVl1xoCbYwktlR2FdHLkqDogIWUvrpyrg17xKbHrOBNl85QgQJ+ZYQ9BXzTC4kjKbTfHO7Gy4eGM9wjd1Gr+zFJ31c2zCPhlDFH9nD1OG26bP5163PMJx2al38qsr+0UFG80SrLOEn6vc7/f+A5aVN7Opwtar6x+KENJ2UaYCEQHbS407AaDZFY2kJmqoS9fnZfbLPY1cVwerGRgSwaFp9gVABaKrClz5yF/0jEwT8Os01ZVP2PVzMSCWz/NVnfsJ4vp3Uvt2d/OXfveE8j6qIIqYOU1rjK4SoxhEN/YOU8uCk9VVAFdAppTxVHfhz4NPAe3HCeqcU1t8FbJBSPsdTVcRzIaXFidi/F5YNe4RS/0rGs9uQErJiBSdSrmcqaw9yRfVMupKOV2JGNEXnpFL1/uwYcyuXg4wjsTHtMc/xhnNxjssbSFlJJBazgqbHHvQtYUbtX0zR2RbxctAfi/PJH9xPKmug+hWypveaGT0hug45KYxK3QgfWWihq2euJ3a2UOoP8Lk11/KVbVvRhUJZJMhTfe0FeyyT5eqqVnI5C9sGmfNOvYdSKZbU1jGYTJIxDSzLm2we1HVODjr3swpMqyynY9i9v0ulj10HHc/VvqP93LlmAW11LsGsqyihrqLodXkhWJbNL3+yqUCoAJ569AAPrdtFRXmYbNZg2ZoZhMLPl/VRxJSiWP03ZThjUiWE+Mv8n6ekgN8uhLgSiEkp/yv/mWeAZ3CS1OuA9wNK/v/J+DBOgvl1wBMAUsrNQoifAf+Ub4tzHHgH0IqjrF7EGSBnjZI2OzzrOjJBfjd8Azk7R32gAlV050N7DgbTFNqWGDJK2CcK1YFVvhIG0lux821tqn3Nnn379KWMJd3E96TdiMhLSStoLKl499k/ySJeEb766Gb2TJIPWLGokU150cyI7uNouyv+ebR/hO8+vYP3Xvv8rYSmGse7Rjl5xAkvV5aGCJXmPU+Arigc7hlhKK8d1VASwaeq5Czn3l5SW8fuAfc8SyMBNEXBtB1yFVL1gs0CCAgCPg2/plEZCrH3mLutYVr8+y+f5ssfvHMqT/eSwLf+82F++cONGIbFguWtHpvuU/nWl/5AbNTxnL/27nW8/zOvOh/DLKKIKcFL8VT97WnLp96WHThtacBRXn8T0AiMAb8DPvcSvEz35I9zD07vvz3AbVLKDX90qyIK8GvVTCv9ICdi/wY4FXhb49XkbOdF2ZcZZWX5PLrSTgVfUJnBhpgb9jg8McFrm+ejiW58ikKVL8BAxvVkDOW6mBNZhy3TSCTH096mtl3pYTT1KtJWFoHAetGizyLOBR47dJzBeIJkzuC+7Qc8tp7OMZZX12HZkoCqsifrTeAeTaQ4HxiKJ/n+pp2F5ZHxFMsaG2g3x/CpKs2BMp5tdxPVe+MJrp7WStoyEQKyhtcD1x6PsXp6ExOZLIZtEZvIeOymtEkKk6Rlkk4Z1ESDDMXcsPmauUWtqRfD8OAEv/rxJgzDIbb7dnTQNreek8ed3LV5c+rZt7W98Pnf/HgTN7xmKTPnPl86bRFThWL139ThjEmVlPJFM8CllB/Dabz8Yp/7a+Cvn2d9BvhM/l8RLxMNJe/ku8fTJE2Boqj02ns89o6EzpGJFeQsk5qAt0wdYGHoGFa+MbKuLGZyR7WwWkZ/eht2Xhy0Rl/M6CS513L/Ag7E3ZqEn3f/gPe0ffisnl8RLw2H+of44E/uKyyvaW10E7KB5tpytnW6yyvbGtmR13QK+fSz7qX67qHt9CYnyFomn152NRHdDf90xmP8n4d/Tdo0CKJjnSbxIf02fdkYWCA06fE8aYrg8Ngw/UknJXNmWYWnX9+imjqPgOf88mpPmUup3x1H2rIoa4gUSFVdRQmvv6qYD/hi2LX1JLmsS2YFUBb2U1MawjSs57xoVVUhWlqceBVx6aDYN+ESxH2dh/jhSTfX//Uz59OddXrwSQndST99aacKaiSXZGXFNPaMtwOwutxXIFQAhrmHluDVDOe60RUfVXotgxk3LJIy9jAzfD0Z20RKaE9Pas4G7IltJ2OlCajFB+f5wr8/9qxneddgPwtm1GIroKsKu7u8nqmuRIyFy+uxhaQxGqU8fPau3bbBbj6/5eHCshCCz6+6sbD87zue5eCoG368YmYLOw47ju6SsI89Kdfp3Z4aZXVTK7u7BwiqGvNqa9jU73qujsVGuaq1lUQuhyoE2ay32/eB0SGunNNCyjSwbJueXm+l67DMwGwfacNkJGCSMk18evGR+cdw3S0L+dWPNnLskHNPlZQGObSnm2zGmYTFx9PUNZbT3+Pkrt3+xlXU1Jedr+FevijmVE0Zik+ISwSxXIpxI0XKzPJfB5/y2B7qSHPHzLmAQNo+ftvt7XlmyAwrq6KYtsXckufqr5arcaTi5Gn5hDcxVxXlHE0cwcz3yq4LLmTMcCUWrq6+qUiozjNqoxHPclVZmO25fmzpPPXWNDeyq90lVnUtpWwacsjJ1uEebjkxi1fNmP2yj580coxl0qRNgy/t8krIfffQdqYFKzBtScrI8Zvjhzz2E3KUOXOqMaVNIKCyI+lVPVdtgZ2SJDGIR7z3riIcYtWbcHQXFld62+0sqKlhQ7dbtLG8rp7RE66EQ0VpkM4+J7w9mkrzz48/zd/ddtPL/BYuD6iayic/fxeP/m43/oBOcjzNfT/ZXLBbls1VNy9gzVWz8fl1mtuqzuNoiyji7KNIqi4BpMwsb3j6y4zlVbHnhGfQm3JznVbVlLJv3FVBX1axiJ2jp8IgkrCepjPvAejNSD7Yspyc6cgmBNUWRrNu7794dgdV/qUMZY6iCh+oCzClm6jel9pHnb6OiRxIqXF11a1TddpFnCE+ecMVPHroGEP53KiyqiAnh2IF++HsMNPqykARBP0aO0a9KZBf2rLhZZMqW0redN+P2Z9XIl/T5O3X1xau4PPPuGorqxsb2TzgdipuDpSxvccdz6oZzWwZcYhViernUJfrGT3cN8zKGQ1sG3A+v7yuga39k5qFj/SzrqWJWC6DpijPqRbcMdTHVXNbyZmOR2v/wKDH/nRXOzf96hukLZNyf5CfvepuAsUmyc/BjNl1zJjtENhMOsfmpw4z0BsDHM/VW959NeGSwB/ZQxFTDSElQk6tK2mq93+hovhEuATwk46NBUIF0J3todwXJGOaBFQN9F5Pm2uDdu5qLMGvSlQR5KnRydWCgv2JepZHlyIx0UQUTDcPRQgwKGHCDgOSitPuIJVSfnnCKlRoNQV384kF516NuwgX0WCAucuryA73kbVNbMUrLRAK+jhijmBJCQYsKK9l/7BLKO6aPf9lH/v3J48UCBXA9t5emitK6UlMENJ0gtJbTr+rv58rp1WiqDYagg0HvF7VvoEk63zTsGxJUNF5Nuv1XOm2SqkWIGOanKaggBDQZcXoyhdXrC7zVrLOq67mmU7Xc7W6sZGtXe69X1UfZEd+MtKdGOd/9m7kk8uuoogXRiDo4+Ofv5Pf/2oHfr/GyvWzioSqiEsaRVJ1CeBkYsiznLNNrIyP8YzJOAbh5lJGcENyK8p0QuIhwMmxmhO5lcMJN/wzN9zFaD4HCyCqz2DCOA6ArrZwPHWEUwHz0cwuqv0zGco6HoGx9GpSptsi5+uHn+XOlkVMLym6+c8XNvZ38HC3WzzQ7Y8R0nVSRr7YoCxM91Desylg1EhRHfaha1AeCPCuxcte0vEe7TvAr7q2k7EMZNLbM9CwbQLSj2UI4oZJMKx77NOrAgzqrmd0ZfNyNnW4pKxZL2X7Sdf7tKSljt19DvEK+XQOjg0xkXXCgDt7e1lYV8O+PEFc3ljPthHXC7ZlrItldQ2MJNP4VBVOI2Fbe3q4or4Zy7JRVMGzsXaP/f6Th/jE0isv+y4OL4Zla2awbM2M8z2MIiajmFM1ZSiSqksAH51zC08NHiJhOiXiM33TeSZziiQJtnT4aKn3kbNzKEiq9aMk8wU6QsCs0AEQc9CEQqNfkjG9ChY5ykiJG7GAkPAhcRPZETYnxxaweXA6GdNkfoW3/1lI81Hl9+b0FDH1OJ7oZE/sEBk7y5MnvZIIQ9kE65qnMZxKYdgWSTPnsft9OWbN2o8lbQSCgdwttOlevaEXQs4y+af9D9CfcUiaH536cDV9+Yq8JdX17B51Cfz+WD+VwRAjedX0aQ1Zjk/q8pmIHmF2xQyEEIQUjd0nvJ6r8USa1c2NSCDg13mi52TBJhCUBHVa6yLkLAvNy98QwEQqS9+4k3O1urHJY59dVsnWg64nbOWaJjZOuJ6sDy5eWyRURRRRhAdFUnUJoDoQ5S2tq9kxehIbm9Ex75R7IJVhbTDAhJnBtA0U4U0c96tVpC2nie5RUzC9chpps71g78qW0Jl2PFWqUGkN1jFhOC83y2rl912jTugI2D3SS12whP6086J67+x1RH1Fd/+5hC1t/uvY9wp5chG9Gp8SIWc7uUKzo9Vs7HXJQku0FE0omNK5b9bONOnKOX9LJN88+X2+sODPkYBpW/hVLztJGTk293WTMU1OZHoLhAogi8HSuiiNqVJsKfFpXmX2pJljbkspSipNxjIRinffISLsHx51Jr0SltTWcqDP9VzVlEbYkg/RSSRzmqo4POJ4SgOayqHkIGNZh6X1pxJMLy3nxLhTebairJHdJ1zBkB29PTRFowylkgR0DV/GS5gO7xzilmtn49dUyv1BXjt9wYtciSIudIwmU2zt6CFjGEyvqmBRY92Lb1REEX8ERVJ1CWAsl+Bnnc+SyjfBrfJVoCsqRv4l+uqZYYZzhwufP5Qqp0lXkVhIKejIKAWbheRIuoFmv40gAKKGzqSbc2VJC4tGQvo0bAQnE01Y0n0xZS2LhZVRGkwT07ZoihRbUJwLSCnJ2lmydpbto/sLhAogwRA3tk5nYFxFEQIsL1nonBjn6unNxK0MlrTIcMJjH8pMcOsTnydlZfErOt9f9ykagm67lm/u3c6/bnW8myV+jaqGMKP5HD8VhSND8UIFXqkvQKnPz3jOCdEtrq1hb8zNW9o7oFFR6idtOXZrpAFJPrwtYNBOUR0OowpBSdDPzj7X6yUQiKxkTUUjCgJ/qcpjo8fc7whJfTRCJKRiSotg1vv4M6SNEhGkTIMUBvNClR77rJoqvnL9XefMO2VYMQx7FNvOEPLNRBG+c3Lcywn/+sgz/GKnk+pQHQnzwIffQUng0n9mFcU/pw5FUnWRImulGMn1kLOz/Lb7eIFQAQybo1w3bSFJwwIkwWA7Y5OqzbvScVoCC8jacUxpFTwUp2BSxqaJQcBGFyNEtQomTDcnK2aqtKecF6+q9FHpn8tINt8qJBRmf/wYZr4Nzn8fe4ArauZR7iuGAKcSTww9wfc6vgdApa8WVShY+esqJRwZyHFsLAbAzFKvKObMynI2DLtEKhyoQwm63qCA0kzKcjxbWdvgXw/9in9Z+m6EEMQyab622w0Hx7Mm8+x6wsExNKFRRjmPT6rAG89luLp2GkbWAgRKIAeTwn0D6TR/v3iQkNKJtLP8Q7/XG6QCI7EUtpQMiQRNjeWcHHP79VWoQbYfdUiapgqa55fSlXQ8Zz5V5Wh8oHCv+sUYtSVlDMTzocnGenaOuCRtd26AikiQ0YQzwI/fesU5I1RSmuzsezNp0wlntpZ9lGllRRHds4kTw6P8apfbXWAokeS/ntjIn9167fkbVBEXPYqk6iLFw/3fZsfYHwDQxHRUES68RENqgB2j3SRMh0nZSpRgyO3nt6K0gaHstsK+6v1Vk1TRJRaucKghDUJaOZY9QVDVCWp17Im3F+yWSHHLNEnGCKErkhxhnh1x814mjBQbhg7y6sbz0zvuckDOznFfr6uYPpIbYH50AXvHTyAlVNsL2JEnVADHxke5orGZcSODqirofsmkOga29Md53+KFSJHClhZbht1tAY7FezGkhU9oWFKiCsVj11SVI2OOZ6rSZxDS3H59CoKOvnF6JhyhzfryMP4yjaztJPm9scXCLx8n376Pdy15gE8NXl1QTW9QShiSzv0pJWg5p7mopihUBkPs63S9pqYlqU6GKa8MoQqF0qDOU4PHC/asNJneFqXeCGNh4zO855Gwcnz9nidRxVGkzDCjah5OK9Kpx0DiNwVCBdAZ+19qwrcR0qefk+NfqjjQOcCHv/JrMjmDkpIAuqqQNV1R2GmV5edxdOcQxUT1KUORVF2EGM32sWvskcKyKU9wVdUN7BxNoQuNGn8Nz064IbudI3HeWLaaHBmkVFA56NnfRO4YVf4rSFk5pLRIm16dogYtxrKQI9qYoZpjqbWkLDf5uSo4QjdHMQCfqCCk1hQ8Z9X+KDfVLT3L30ARCTPNfx/9NRkrhyIMxg1vD8bRhJ8jvW1kLJPZ4QAwOVldMiwnOJpyco8W6t48kkWVIY6l3J5780rn88xQvLB8T9sN+BTn0VEZDPHna6/hT590CH5Y1zmScr09I7kEyxvaODwYI6jpzAxWsuGom+zdN5bk9ra5RKM6AU3nVTU/Jc+/AKgJ7eTrr/kwiDYCqsYXfuVqWgGk0wahmIJh2ST1NKXlAQbjbpsUf4nO9kHneBFdpyISYjTvqdKFyuGJYQbTTqiyTA8Q9fsL1YPvXZJGsINTnXI6xv6G0uAVaIpXAHcqkDK8IViJWWgNVcTLx3/dv4HRuHP9U1mDpYsa2dzreDabyqK8ftnC8zm8Ii4BFEnVRYiUNY6Nt+XGWCzEoY4sIFlY420kG9Y0to31ETedMIZPNBLV2wv2gL6CnaPu8uJoK0nrVFm7ZFnwGKcOF2CIm8oEvxlxPAWNgXq60265viFHua52PsPZCAHVx011S5+T2FzEK8fPu57koX437HZNzVxOphyyLFDZ1m8XvEOHEgOsrG9lW59DlpfU1bJ3ws1j2jfaz+qaZgZSCXRFZUndCD2TwsVDuQOsTN1AekKALbhu3VLPWG6b0UhcbUfKLGkzwlcPVXvsi2qq+cnNbwPg8NAQdxz/YcHzJIAPLbqSOdWO5EYiW8P+/sc4Nc0t8a9kde11hbDb519zA+/41s8K+24MlzA05HiusobF9ECEwbhDkqJhPzsnSYUkDIO5vnoq7TA6KhUlYZ4aaC/YY0aGO+fWEQraKMLm+tpjHpmFnNnPJ++9jxNDJmnD5F/e+CqWtTS8wBV6ZWgt+yCDyfvJWs74a8KvIeKbMyXHulwwnsyw5bBX12y8N8WidBmmaVHnK0FVLo9qTsE5yKma2t1fsCiSqosQTaG5rCi/le1jv3dWWPU82uF6KvYNjrCurYVdY50EVB8rayvZP6nJ8RNDE9zdeiU5Ow2odKS8BG3vRBcrypeRsw38wkDYP/F4csOMABUYMkfcNNCEjjlpFv2qhhUsK79yCs68CICcZfCLric963aPJqgU67FsgSr8DKS9Lw9FSlr0MnKWhU96K/CkhFjS4OSYE5KbV1kCk3hwSaqZp/4wzCmB5K8HNvPZN7mCrttG7mXCzKvqC7i95XZ+1e7sK6TqvH/uFYXPzqmu5r0rV/CVLVtRheCu+fMLhAog4l9KU9mnSGR3oIgg9dH3ePKYVrc18aU33UYyZ+BXNb70W29LpuFYghp/mKxhoNsKuqJMTtkiMOHjwCHHQxcryxGs00nnyacuBEp0D/3GKEh4eDzMrSU+ZF459/jAa3j4gJtr9vnfPMIvPng3uur9Ps8UCSPNjrGjZG2DukAFi8raCjZVCbOg5n9IGkdQRYBS/8qXdYwiXJSGA9xzwwq+9bA7GSnDx8FeJ12hd3CCXzyymzfd/NJ02YooYjKKpOoixaqKa7HMXUhMOsabMGxvsrmd9pEeD5AGEiXeOUNA0dg6NkbcdGb086LTAfdlMS/axsG423pmaegGpilOzo6U8FRyJjnbeRCNGDEWl86hO+W0wakLtLCkbP3ZPt0iJsGn6lxZvdjjqYoyjUe63Fy2ZZUN7Mq3m1EQ9Ayn6Is7IbzBZIKFM+vZF3O8IAvL69k76F7/3xxO8LalbYxmhlAtPxN7ZiGl2w7m3id3MX1BJbZPkjWzTIjfe8ZXF9zMNc1XYEmbcl+Ycr9Xu+yTV17Bx69Y/4JkpLH0Q3/0/F+1yPXYaAg+88MHCstNVaXs6MiHrzOwqLWOjTgEM6r6OXTCFcodiaVZ2lLPEXWYgKqxrhlGDDc0fjKd5kTojeTsHKbUePrwHCYnnx0dHOFw/xALX2YZ/g86HuHezicAiGhBvrvmT6nwRwv2Ev8CSvxF2YaziffdsoZ9J/qxbBtdKOzc0emxP7jhwOVBqoo5VVOGIqm6SHEg9kPGcg6RKQ0e4qrGd/F0vvN7VTDEziE37PFMxwjXzWviWNJRk15ZWcvxpNu49uDEcRaXtWHZSTShkLRinmPdO5jllqq3YUhJTuq0p7w90U5OqOzsv5KMZdEcKeOjs5xmtkVMHT4w4zUcmujAkpKA4mdz56jH3peKsyLaiiIEAXw8NehtRRRIB5iHQ8ZL7NMbXguOPziDIyedF/yyOV6dseqGCJ/d8ftCQ+ZPrFgByjMF+6i1goNx93i/6trIG1pcb5WqKLw8385zceuS2QyMJ8jkDPy6xlef2Oyx954cZ35VLYZlEVA0uk67t6UUDMcd0dwDvgD19WohtC6kwqMjgsF8DlZV0yDimFbw2K2d3vyyCdVwdpxfdbvfWcJM89Xjv+PP5r/1Ze2viDPDjqM9bJsk6LpiTgN7Drs5pG9/dbGgpohXhiKpugiRMProSDzuWbe+ZTe+yFIkEs0K8dDxnklWgZ0tx8pmyFgGacP7SvMpGhqHyclxLAl1/uUMZV3iNDMyjWfH3Rn83JJFHIg7+j9SQnusip580vNINsX3j23lXbPXnOWzLmIySn0Rvr3m/wMcjap3Je/lqX43ubnZV8HmU42IJcyvquHQsHONBIL+iSTd+Qq846Mwo6mC4xMOMVui1nHkpOvR2X20l6aaUrqHx0FAZH4AO+5OQ7+2O8CHVyzFRGJLP88Oewnejzqe4PXN66dEjkAIwTuvWVFYVjWFL97vhkabG8rZOqkh85qWRraddH4b4aCPfZMmCPsHMyxpXES/vROf4qPeP4udMZccDvs6uHr5FQxN2KiKwrvWu8c9ha/+diM9w+NkDZPPvPk6qkrdNj2dyRHe/ew3SVs5gppGQNfI4eY/Noeqn7O/Is4epJT892+83SKODo+ybsk0/LpGVVmY61bOOk+jO7co6lRNHYqk6iJEWKujPriSvrQri3A0NZN9CeelKiXMq5jBwVEnZFMZCLBnvLNQtv5I1wg3tNbRl3HCRasrahjOuiRsJLOb5uAc0lYaDQ3DdkM/AP3pQ4TNKzEsBdDYN+atFnyo59BlQaoSmSxv+9pPGU2mkBJ+/IG30FRRes7HIYTgC6tu4VUPfh2AiOrn0NCkayYgLXIsrapHVRQiPh9PdrUXzFJCtSihtDSEJSU1IwG6J4W5bFsSrg0gRcJp96J4SXl1OMDDw5m8pEeaudG57I65YZU7Gs9dO5c/WbeUntFxDNvGr2v8cO8ej/34xChzVlZgSolf1dje3+exWxYENRMwsSdJiwAgBQczcTryivHfPbKTq9qmFc5t2+Euvnr/psLHVUXh7997W2H5fw8/xlDWCcEmzCxrS5o4knQmJ2V6hNc3FZszTyWEEDRWRTnU6RLp2S01/NsnXltsN1TEWUORVF2EEEKwtuZPuffkX2LaAQxZwbPDQ5PsUFmR5vbaMoSwEYR4tM8VSLSBKi1KZXQCUxoEFOs5+89ZMZJmDIC64CxGjUkhP3Mx9x1397e6vpkdI65L/YPzLo8k9e89u5MjA27z6C/c9xhffce5U9yejLCuEwgYpC2DhExTF2oqqJYD1GpRtuUbEauKoKWylM6JU8UNkt5Ugs6JGAB+VGZURBgYdUjF9GmV7Olz9Z+O7R2lenaYoYyTk7esSXIi7eb0jRqdTA/XIoRCiRbkTZNCf1MNTVX4szvcJHolqPD1Z93JR/P0KJvHXMK3qr6FLX3OhCLqV7D9BwqVrsO54ywsXcK+ccdbVWsvZPeEWxDyaOdxfnlwP7OiVaQNg2/+ziVUAL/fepiGGeVkbYu0meMJ+5DH3pFI8r+rPkZQ9RPVQwS1S1/J+3zjM2+6jk0HOklmnOKDD9917gRdLygUc6qmDEVSdZHiRAL+Zb8jBKgAC6oidKbcF3xVxOZQ3FELVlFpDrfQlYw5toDOuL2XXF4cNGmOUx+sYsJwtq8JzOdQ3G3v0Z7sJKpXkLLSKPjY2BsB3JfLwZERbmuaT1DTqQ9FubL28hAo/N1u70tya3sX93zv5yRyOQTwjbtfR0Xo9HylqcE3jjxD2nKq2KSQ6JEMyrjAlpKAqnG83/U8WbYkpPiYXVOBpiqUB4I83eOGubJYVKyMUkYYqUAgoYNbt0A6Y7BIrUdDJ2uZSNvbkDmk+fnKio+iK+dfSuPDV61l+0APOdtE01R2jHd77N2pUda21iKRNJQYpKykx55MhegbmknWMtFDIWDCNUr42qNb6RiJAbC60iuvMK21kv98xiVaa1e2sgu3CvcDs69nbrTl7JxoEWeEmvIIv/nbdyGRBHw64UCx9U8RZxdFUnWR4t/2uyKINpDJ+YjqfvyKRqU/xJG4q8ZsYdFWBjNKq1GEoDls0JN1vRiGNFFZhC1bMaVFxvLeFjnL5HC6meGcQ6RqQkHa4y6pWlXVxL+ve93UnOgFjA/fsI5P3etWni1srWNLp/vS/udHnuIf7rhlyo7/7d072Ds0QMY06dS8VUyjZpyaaAkTuSzSlvg17zWNRDW2TDieq7ChUxUMMZw+JRAq6VHHORl3iFiZGqA0GGA87SR0tzWWs3nAPc9Nh3y0zvCTsZ176q3Nt10QhAqgKzHOplRnYdK8sr6e7cNuqHtaRZStI853t2MM7lkwh/6s0ydTSD/P9OQYzTdk3h7rYmFVI/uGHa/tymgj+w67Hrwtw70snVbDSCyBT9egUp1cVMuW7SOsXTYX05D4hMqt9Yum8MyLeCFUREMv/qFLHMWcqqlDkVRdJJBS8qe/+T0dozHShkGqJeaxq8JC10exgXFLo8IXLZAggKhPcmDC8awMGjqzSkqJm/meaEqIPRPdpC3npTmUDVDtj5CynPBPhX8hhxNu3lTOd4ISvYy4kUNI+NSSa6bwzC9c3LpoNo8ePE7feByBpH085rH/bv9hPnfr9YR8Z59gHB8b5W83PFGowJtfX+64LPOY4W9k44h7zcqr/fTne9z5NIXjWdermTQNZldUE5jQCGo6TWUlPD7oeipjVoYli+uwMREKmKYGk+og+uM5PlX9ZhbUVOJXfUwLT40g5svBl3Y844lCHB0ZY2a4EiEFAU1j91iP5/MbuyMsql2NLQWWGWE0O6lhs4By28fCVA05yyKsPfe6xnWDXlJgwHLdq7w+raKcZ7e7LOtHNXt497rnJrsXUUQRFy+KpOoiwaNHTnDfXjfcNCdcDqFYYbmp1ORE3tGQkyblvhKGc+MoQF2gnEMT7YXPpiwDTbRS688ghIomInSn3X0nrQwtymKyloVpS2KGd8qRtpPUptqwJhJkTZNYIgsVU3HWFzZGkikeO3yctOEUAKyY3lhQ8wZ464olU0KoAL66c2uBUAEc6Bvj1iWzyIgsUtoc7Yt7Pt+eG2L5Go2MlQMp6Bz0jmt2VRW/uuNVAPSn4tz4m04SxqmwnmQ4MMKJRD48rJfiV1Wy+QZ9C6tref3MVSgXYG7K6ZPliOqj60QSSzpJJQsW17B/wiVOjdESnhpw+gNKCXPK2jgcc87bh0r70QlG8m1OekbHmVZXTvuIk1+4pL6OfSddrbA9x/porIvSMz5OUHfa8EzGfzzxLM11UUwhsaXNbdPmXJ75PUWce0gJcopdSVO9/wsURVJ1keBH23Z5lg+dHGXtldNJ2TksaTFitHvslkwwJxrDlCZ+kSFtlRE33f5vttTZPe5sE9UiBNVAwVPlUwJsGhkgYTrL1f4S/IpO1nZydpqMBTw+Givs63OPPMID99zznBDTpQzblnz1iS0FQgWw/WQPK1rryRoWmlB419rlU3b8V82YzU8P7issN5SF2Bw7WmiqPa+ild6kS6xWNZezN+F6nxbUzWRD56nrrfLRxW4yeV2ohD9ddg3/b9tjBDWd+VUV7JoUTh40xrl+9kI0w09Q03jTvEUXJKEC+Ju1N/BMT3uBIDZQyqA8pbEuGO0yKasKogmVEt3H0YQbRhUCIr4MKwOtKAhKDD8b4q5dSqgpDxOo0jGlTTDnJU2GZeEvVzGQGOQIBLy/j+qKCO99/FeF5X+/5tXcNWP+Wf4GiiiiiHOJy+cteJHjntXL2HDCfaAvmFnFxuH2wvIVgSbGcb1NzWHoTjsv/KxMMC86jS2jeRFDXynHkq6m0YSZYG7JLIYzaRQ0QlopJ+OufSgbZ13lHNKWgQT6+73JnR2xGL3xOG3ll36H9y9+6xEeeHo/2ZzJ/LVNHlvU5+fYyWFSOYd83rftIP/n+tVTMo7rWtt43Zz5PNvdSVDTaW1W2DHuVuAdSHZw68wZmBgIbDqz/Z7tu3KdfP36PyGiB6j0B2mMRD32e+au4J65Tmjq6MQgr3/sqxjS3f/7Fq9ieeWFn2RdFy7hlsAsjowNY5gWaeHti2lbgtiAwJQmg8JkxfxSutJuaDQUr+TZw07ITheCxvIoPfl2PqoqOJwdYTDleCeDikptNMzghLM8f2YtO8bc731/YpDyUJCxlEPqgjUquEW0fGHzY9zQPIMSX7EKsIgiLlYUSdVFgmtnTeeuFXM5NDqIpikYZRmYFOF5pneYaytXkcnZICVD0Wc826uimzc39GHJHLYs47HRcizpSikMJcNsGBwHcjSHNDShYubtAUVnT6yXCcMhZfUVtai9Ih9CgTvnzbssCFVH7yi/eWxPIex2aGsvLUtL6RxzctPmVlexfZLo6lce2cRtS+dMmXbVl258VeHvX3fuYMdulwjXBcOcMPZj5K/h3JKZjI64ukt/0nYFNzXPPqPjzIrW8O7ZV/DVw08DcHXtrIuCUAFsb+/h97vc0sVGEUVTlEJD5/rqEnoGHZJkS0gMlyDCI0gk5UqUXcdc1mNISUmFn/l1FSiaIBII8ni3O9FJ2xYrlzSzorKBgE/jmeFOdhx2SVXCzDJzUQSZSZG1zOc8fcsDQULPk6dVRBFnHecgUb0oqVDEBQ3TttlOOyd1pyJrhd7osc+LNPDIUfcB/obyxeB3W3bMDsNYITl5gjXlM3l6xPl8WC1j65BbxdSVmuCKmja6UkNoQqc5Us72seMFe58c4PqW5SRHJYoUvHXu5VHFtGHXCU8ek23Z3LNgMVetmklA1/j6I1s8pMqvaZQEzo3X4c7mZdzXvYvtIx0EVZ055SXsn3CTog/Fj3Nt7RIUFIKan7vbXpqW2IfmXsM7Z64jqOr4lLPVZGbq8ZPNXvHPnuEJ1ixrYcLMYlgWgxmvhEIsIfn97Z8j6guQNkxedfS7pAy3WXioEbalHPmJsPBTESxhNO14njRF4UNXrmVamTPBuCI1jUfajzORr7Rd1FTNnnFXz21QGSWouQ2dP738KlRlUrVBEUUUcdGhSKouEvy6fW+hxB1g+3A3SysbGc2k8KkqRsL7ovvF7gyvn3kdmRxoSMbDP/HYFbuDbHo5hm0jNT+m7VWWjo2H2NftzJrNWhsmRfx8ts6h7aOMJZyXyVeym/j6h19/ySfZvu6GJfz8oV30DjmeqcaaUt50wzJ0zfnuP/aqK3h0/7FC+Odd166kNBR4wf2dTQgh+Ma6dyIQCCH4Qfsj7J9wiXClv4S/XfJmAurL0+XRFZUy37nR3DqbePv6ZTyw51AhZ7atodyjyTWnutLz+Y+tXEep3znPkE/n8zdfz/t//hsASoI6B3OulETSzrK0sRY7nSXog+W1swqECqA6FOZLN9/Grv4+AprGnkwH+yf9zIZzCf71qruYXlKFX9WYVeYdSxFFTBmK4p9ThiKpukiQNL0Ci0jBcCJDZ8IJXawua/WY50VruG+LS8Jm112FGna1rfaOreDohJs7srq6hR2jzsumVAuzs8/1cuwbGOfGuTM4GD+BHx8zR2exJeEquG892sWje45x45JLu29WwK/zgbdcyS8e340UcNWS6QVCBRAJ+PnW+9/ISCJJUNeZUXtuX5KKcL0cb265lkcHdtKedLyRb59208smVBczFjfX8aHr17Gjo4eArjPqz0Cv+7s4PDTCJ9avpyIUJKDp3DVrnmf7BY1VtC5VSZsGumKQtLwTh3UtHQQ053cV1qrJ2dfjU1wdpOvbpnN9myOGe2JiJk8OHMewnZDsuppp3Nm2cErOu4giijg/KJKqiwRvm7mCX7XvZe+YM9VdVtHE9kFXh2hbrJMZZTUMpZKEdB0t7Q0jfOXRKN/9k3mE1BwZM8B/HPD28+uNJZmdnIVp2QSDOl1Wl8eePRpl4kANAHX13n3rqsrClrqzdq4XMn6/7XAhxHe8b4RXX7mA8hL3JTqtupxp1ec/v0xXNP5z+YfJSZOAol+WhOoUPnjD2sLfj544wab7XG/T/OpqPrJq3QtWL/7voafpTsUKy8srmtkx6vw2ynyCqG8zuXz+ftIcYtvwt1hf8+Hn3df0aCV/vfxWdg53E9R03ti29JWdWBFFvEwICcJ+8c+90mNcjiiSqosEqqLwltnzCXWlMKRJyPISGxvJf9x8GwsqHHLz9w8/waFJfenumG2wRM17qjR4fdMH+Vm3Kw5akapke7ebk7VidmNBebpcDXD4mOu52ts3wJJpdexrdz7/pisXU1fuFTq8lGBYFhnT5GD7AE/tckNq48kMX7tvI5+9+4bzOLoXRkS/+MJ1U40bpk/njQsWsKuvn4Cu8en1V7wgoTJtmwe693vWnRgbYfboNAzTpjqaxbSzz7vtC+HN05fx5unLXvb4iyiiiAsbRVJ1kSBjGXzvxBMMZZ1wny5GaQzX0pN0ll/VMrdAqAA+ds16/nD4GH0TcRQh+PTKrZ79faLhJxweeR+WpeBDZ+sxb8l9fCjLFYFWbEsSETqbct42KBFTpS7tI5szsUZOC01eQnimvYN3/vSXAFT5AoQDvkIzVoAVc5rP19BeMr588CGeHTxG2jL4yNwbuLnh8gw9ffGmM2sdpCkKH5x7Nf+496HCupm5Jrb2Od7iE0OwevY16CWPOJ8XQZZV3H1Wx/qNjdvoHIuRMUw+e+PVVIaLLVaKOAso5lRNGYqk6iLBY/37CoQKnH59t01rZFnZNQRVnWVV3mrAsM/HH97/ThThhOfkeAdkdhfsHfHZbNvveqqW1NWxp98lVlVamB3H8+FFCYsaazjY43irSnw+jh3sJ5XJ6zE9vpdXXT2fpXO9uk0XO6SU/OtTGwrLw7kMV8xvYP8Ox4M3u7ma65dfHHlkJ+JDfOfYBuz8k+4f9z3A2uoZRIveLAzLIp0xyORMykuCnjy5t81YzZYDnSTjORQp2NEz5Nn2pxuq+OY7P4euBglr1QS1sxf63dndyz89+nRhWQL/fOetZ23/RRRRxNlHkVRdJLi6Zh41/iiDeWKlCZUPzL2G+uALP8QD+qTLW/IXyOzTIJ3t/23P1YBL0noTE0wrLUMTChGfnz0dk8qUBGQUkxXTHeIWNTS2HXcVtgG27u245EjVWDrDkeFhz7oRLYuvJUjGMJgosTBtC59yYf6MOuJjbBzoIG0aHEp0FggVwHA2wb9+7yHSnQaZTI53v+1Kli66OLSnziaklHzwy79k+1Enz+q9t63hg3esL9i7+sfYdn9PQUpj6eomNg24shnvWL2KWaUrz9p4RlNpBhMJ0obJfzy50WP7zd6DTK8rx5A2Ocvig6vXENKLulZFvHQUGypPHS7Mt0ERz0FED/DZBXfy7eNPENB01lXN/qOE6jlQKkloc7CMw9h2BtP23vElmp+u3lhheVZ1JUeH3GT2Ml+AbSedl4kCzG8sp7PHEUYMB3286VVT15LlfKEiFOQj69fyL6e8VRK0NIynnfYuJ4fG+MaT2zyJ0BcSPrf1Dzzd55DfulAYv08jazuK4o3Zcp769RHs/H3wL//5B7713+/Cp19ej4TNBzsLhArgO3/Yyq0r5zC9wanc/MpvnvVokx3d3cfaNc1oqkLE7+PulUvP2liklLzn3l+yr9/xCK9q9Dambqsu55+fdT2npm3z/1119Vk7fhFFFPHKcXk9QS9yXF07j6tr5734B58HRvZRjOyTheU/XfFz3tJ/G7l8U9xS4WdyvV/GNCgN+vGpKmWBIHs63NCgDdgNPma3NYIqWNrSQGnk0gwjvWfVCmwp0RQFv1D5l18/5bFvPt55QZKqzQOdBUIF0J9Kck1ZG8lMFhWNqv1+9truFe/qGePenT8hUD9Bzs5xQ83rqAtemp6rDe0d/HzfPtKGiT7qnVyYlk3/WLxAqspOu69rohG++SevRdPOvgDqQ0eOFQgVwLbuXubWVtM/ESegaQQjOrjtO/nm9u28fclSGqPR59lbEUX8ERQbKk8ZiqTqEobM7QZjK8g02ewmj60xtJ8r5r+FjqRNzjJJDDy3imkilUUCY4k0DaUlhZ5nAHqNzjP9judq25EBXr9+ES1lZVN5OucFuqrywXVrCst9gxN8f8POwvIHb1j3kvZnS5ucnSNrZwmqQXzK1EgdVAZC6IqCYbt107EBhT19zjWcEypDUUTBU9U4Q+eA/36sUYdkx3LD/N+ZX/BoX10KsGybLzz6OMdHHa2qgKLSVB5hcMxp4bN8ViPr5ruabx9+/ZU8ses4I+OOoOv771w/JYQKoGd8wrMsBfz1q65neZPjsfrXDRvYM+h2PphZWUl9yaVbdVtEERcjiqTqEoWUJnL8M2C1A+BXmsmhAU74Z9vEbTzS686KZ1VWIYbdgo3yYIiufM6VKSXBsA/GQAioKS9hx5Cbc5UxTf7xyaf4nzvvOBendl7xkZvWY1g2uqpQV1rCmhne6r9cbjexib9HyjS6NpeK8n/y2L/X8R2eGXa8Xesq1/Oetv8zJeOcWVrFB+av4z/3OeGi2aFq9rS7L+TDVozbrmskGRtFDyrMv3GcXtxekB2pw3x758NMJErIGAbvXLWc+ujF/wJ/9NjxAqECyNgWDSsiNEc0bEVyS2ubpzNASSjADz53N9mcScCnURENT9nY3r5iKb/cc4DDQ04e33Uz2wqECuBDa1Zz/+FDdIyPI4BP/RE5iMsdX926lf54HNO2+ezVVxPxXb46bc+HYk7V1KFIqi5VpH9TIFQAmt3FoHw1B5M6Genjgc5ZgJszdTQzzHUzZpBI57Asm8F4wrO7hJFD11VylsVEOkM07Gck3/MMYGl9/VSf0QWBsN/H5+68/gXtsYm/J5t1SFMut5Vg4HqCQadiqz/Tz7PDbqPrjSPPsq7yCuZHFyDzrvKz2epnXUM1G+MmOdsgamU4evq5XNvDSO4oGWA8VHeKbwOgmTX862OHMCzH09U1PsH/vO41Z21s5wtrW5qpDocZSp7q+ScZreqnKz0MFrR39XFj23zKfS55qi6LnJOx6arKf7z2dg4MDBHUNRbW1XrsAU3nwXvuQSDwqeol3xbq5WJDRwf/9LRbNRnQNP7i2mvP34CKuKxQJFWXKrSZgOCU78mSgs8fb+Zk0pFRaPV7taUWBGrZeMjNsVlQX0P/hEusaoJh+izHc5XKGiz0VxRIVXU4zNuXLZ26c7lIYBhHCoTqFPYM/ZDfjSXIWAYVgRQ2XhnjX3U/yD8nvkLWznF7/U3c3fqGszIWKSXfaf89w7kYABOcZN30ZWw84XgnFzcH6cy5YcxD8X5Wly9gMN2HEH6Gu1ZgWK5H5+Ejx/jN8Scoi5pkrSxXVl1LSJs6r81UIRoI8OfXX8M/b3gcn67SUhdkd/pQwR4zUnz7+G9ZURXBsLPMiiymNXzuZDOmV1YwvbLiBe0BrVjt93yIpdOMpNKkTYMvP/usx/adnTtpiEQxLAvTlrxv9Qp09eJpCj4luAh0qoQQfwp8EdgtpVx6FkZ0TlAkVZcohG8JMvQnkPohAH+I31EgVAAd2W6ubp7PSDqHpijofd6H9f6+Qa5qbiGbM7FtyfGhMY99bCzFE+97N2Gfn7BPx68VbyVNm4XfdwXZnFuh9b3eZWwc3QU4FPfW5iYGsk61WalWwcH4MSzpEK0H+h7hyqo1tIZfuaBoV2qII/Fuzzq/HmdprgrTtGlRLIZO22ZrXyNbBp3ruNzvfenUl6k8Mv59jJhDxodzQ/xJyztf8TjPB3KhcdINXaSBXjVCEB9p69QkQ5JlK7/tdb67rb4n+fScf0Gfoty3Il45LNvmTT++txDWXd3s1eybXVHJ3z3mFun4VIX3rj57MhhFnH0IIeqAvwSSL/bZCw2XVhZqEV6oM0BEAI0SLe0xSQm9mTiHEv3sm+hFlHk9KLMrK9l0sJOdx3vZfbKPGafNnj9y43qay8qoCAWLhCoPIQRlpf9IUiwkLpZzxHgtGyfl70igP1GPbq5DMdYTErMKhArAxuZw/Pjz7PmloyVcw/W1bjsUKWF8f5DjvSN0DI7x5JPjtKgzC/ao0sSWSUnQOzLtzKurQiLRVYXrV+UwpOvdfHroMbpTHWdlrOcSGcvgm8ceLyyP5BLMi9bhVxTKfD5urq9kJNc9yT7A00MPnI+hFnGG+PWBg548uR09vTRHo4Q0jbJAAGxvmPTfN2zk93uPcP/Og/x258FC6L2ICwr/CGzL/7uoUHwbXqKQMg3J/wXphPCuCj3E9dXv57G89tSccBub+lxfxY5cF6va2hiOp/BpKsGs11Ox60Qv19c2YaUtNCG4Yc6Mc3cyFxEGjWGeTaSBNLY8QFvkNZxMuF6+eNbP7lFHqd6nKFzTUslIzrkmFb5yrq254qyN5UOz7kRB4Fd01HiI73RPzqoSJI5HWb60AVtajKaqmZxjhwC9WmDaJgYmGdvvmYJFtAhV/pqzNtZzhVguybiR8qyr8KdYWOm0YdK0aixLxZ6UtD8jMv+cjrGIl4aTY14vumlLVBRSOZNUzmRWWaXH3hwu5VM/+l1hWQjBq5fOPSdjvVBwISeqCyFWA28DVgJfPnsjOjcokqpLFbk9YHsDPFeUjdCVC5OzTQKnJblKYFhNc8KOQQ7WR73q6HNKytj3mKt79IPGTbz/3ddM1egvSkgp2T789cKyIkyurznOL9Kt6EKn0h9h+0hvwZ6zbVLxNspyM5C2wprGGfiUs5czU+Er4S8W3F0Y2/4tv2Dr0VN5c5K6ed10pk5d05PMLVvPoZgz428KlrN9oLeQFvGzfVnesqKeEcOp+ry17g4C6sWnTVYXLOM9M67jf48+DIAuFGylnVMcaiAzxKLSuXSknEbK86MraA3PPk+jLeJM8ME1a7jv4CF6Jpycz2UN9ezsdauTDw4PUR4MMpZOgwR/xvvs+6ffPUldVQmmtFGFYFXTpdUZ4gJA0/MUVcSklLHTVwrng/8JfFdKuetiLMYokqpLFb7V4LsKck4VTM7284MBnaGs89IclhPMK5/LwTGHeC2NNLHrpEvCNk50s7i+moFYAr+mUh5TJvsxuPcXW3jta5ZTU33xl9mfLdiYGLY3BSCXCXO8RwAmQS1BdWWEoaxbADDRH2ZnlxN223xkH69qW0l1+OwngAsh+PM3Xs+f/fbXaLpCfbXFoLV90gck8ytShJmGLSVB4ePkpHQGU0LfxDw6UlVkLIP1ZSVQ+zwHugjw5mkrkDyEwAD8bI6Ne+xBpZq/WfANfIofTRQTwy90hHw671y6jD8cPIolJb7TtNUS2RyrM6X0Dpikcwa+RV4vfEmJnzffe29h+YdveiNrmy+eRukvD+dA/NPNVH/6eYx/A/z186y/B5gP3DUlQzoHKJKqSxRCCOzIZ8hOTCARbEtO97zMhYDWCpuySARTmgST3geNBCxVMm5mwYR5ZaUe+/Rp1VRVnptS84sFqtBZX/tpft/9ccB5Zj3SMQuIAZA2TSqVaoZlgoDio0mrYOcJN49pIpvlHx99klsbZ5LJGcxsrGJey9ljLifsHk40HnP+FoJbfPWM5NwZ/ZGhUnYNOflEulBojETpSTiz/5bSCDvG2gv9A//78OPcVL+A+lDZWRvfucL+2H0kzK2F5YXRq9g7cQIARajc0fg6wlpxsnCxIG0YfGvjdgYTziSgLBigxO8nnnUEjVdF6jh62O0IEeuKEwhoZAxHQ0Qr1WBSi8+/fPgRvvuG12PYFgJB6yUoanyOcRXQfdq62OkfEkKU4ORS/aOUsu90+8WCIqm6hJHJPkgq55QXz9U2MivyAY4mHE+VikpXaoShfINmRQzTWjadjvysfWlpHYcPu+KgG3MDzK6NMjAwgaII3vOOq1CUi881O9VoCK3k1qYvI6WNafv5n+3eSVpuFNR9JRjAWMSiJOo+/AGGjk/w2QecfI+68hJ+/vl7CAVeeeWZaVt8JR/yAkfQtXOimnJNRbF9QDW7JvV6NKRNYyhCi14GUlBSYbI57r6Y0laOLSMnuTO0jIsJljTYMfpzzzqVvbym/m78qp9qfw01gYvDBSelLGpVAb/ec6BAqABi6QzXVLRiKibYICa8RTjDo0nmLm1gOJkiZ5pkLNNjl0iu+vY3ANAVhd/+yduYXVk19SdyDnGOc6q6pZTtZ7DJXwI54EtTNKRzgiKpusQgpcSUJoY1Qjrx1cJ6Rdi8r3YHT0bm4ROSpFXNfb2T+/nZTG/wUxGsx7Il0Yzfs9+cbfPxP38VK9ua0PXLXOPlRdAQcsu1P7dG52NP3u8sSPCPut9dLJFhSWMDm7NOu5+2YCn797kTtP6xOP/1wDPceO0MMpZBS7iSptBLaKI9CZa0PY2BATLxSn693wlvBXWoqQszmHZfTtk47Ot3csBKBnXKpoWI5ZO8m0Ll3Na46GWN5XxCFTrTI+s5OPFQYd3ispu5sua153FUZ46tI49xf9/3MOwcMyILeHfbn1/2xOqamW2EdJ2UYQCOl7Xj4DDDMederq8oQdcUDNMhV3Nn17Kry/2dNYd0FCEKv4+SoB/ijs2wbf7ysUf5yRveVFSvn0IIIeqBjwOfA2on3dMBwCeEmAaMSynHnncHFxCKpOoSQiwX47N7P0vOzuETgr9tqkLIeMHu84dpNR8EwJJB6gK30Z/Je6pQONydpifufD6kalSVhBiOOy/R9bNaWTe7lSJeGu6cPg8z33/Ph8oXvv+Ix54YSdMUC5ExDPQQaKr78AfYHznJD591JABmldTy46v+L7ry0kmtX9X5/xbcyYe2fstZIQX9ve5LIm2YzKSalG4QUHWmBcvZccz1VMbTBovNZpoUCyEFtzXMRVcuzsfHVTXvpy+9HxsLvxJmReWbz/eQzgiGneWhgXtJWw5ZOBzfxe7YsywtP3sVoxcjGkqjfPzadXxr+xb8PoVWu4IdHW60qW80zvq5rWQzOYQQxANez1VX/xivvitMWkliSYsDB7x5keOZjCO7cCmRqgtP/LMW8OGIfX7xeewn8+v/v1c8rinGxflULOJ58du+35KzHS2hnJTcN7GUOyNOdZdJCSfTnYXPqiLNq2oHeHasGV1R0NNVPBh3E9VTlknbtApa0uXYUnLz4nOnKn0pQQjBG2YtLCyP3pTinx9wVdf9UmMs6WiI9eQmWDWjkZ2HHc9VfWuYPTlXC+pofIDvHn+GWxsXkbFyVPmjlPlCZzyW1VUz+cba9zvjslXe89PfeuwVaph9b3w7AEPJJDd2fccTmkyMwd5+J/mkqyfDXTOWEL4Ie6oFtVLeMeO753sYZwRpJ5DJr4NM05VVGDdGPfZfdm7hczt2kbUMrqydyV8tefV5Gun5hawagdknyAKJbD3qDgUr3yxcFYKTXcOFptnTWr0SC8uXRjmQ21dYntUWom+Pa//kuvWoSlHScYpxEng+d/H/A8LAJ4Aj53RELxNFUnWR41Dsp4xlj2JYafaPZz22/UmTsLqanEwhEJRp3hmarUSJ2yfABr/WR3lgGmOZDAAKgu7BCbrHHE9W+2iMmxfMojQYODcndoni7nVL2b6tnVzWRFEEm/p6PfYRK03t/HJylkWwWnvOZG/j8GG+euwPAKysmM7/rH7PSwr/LCl3vY1/ee21fPLBBwvLn7zC9XhUh8N89sqr+MtHHwEJsysq2NvvJtX3TsT50oZnuHb2dNKmwZzyKlqjLy80WcQLQya/5ejNAa0S5oZfw6HkqcmRxjP9Nv1pZzL0k5PbuLVhAaur287TaM8PYrkk93a6E5Vefx/LVi1l25ZBgj6N+Y217Drkeq7aO0a4YnUrCSOLIhRKpvUxOKlrV59yhI/f0IAikqiKzZWt1efydM4JLjSdKinlOPDr5+xDiI8DppTyObYLFUVSdREjlj3J1qF/45SfdX54OQOTeNWa8jCJnFvWoiqzwXKSkW0ZZtOYq7KeFUlWz1LZ2xnGpyk0qWVsPdBTsI8kU3xv004+ct26qT2pSxzP7jzB9k3theXla5rY2uUSKzWicbLfCbv1jMPaq9rYmXYq0+qCUfaPu97GbaMn+F3PTl7dtPwFj3fgRD+dfWNkcgbXr55NNOyS4jvmzkVTFFQhKAsGWVjrTdBuCUSpGNXJGCamZaGrSqHBMsD28V6+8XtH8Hh+RQ333fn2lxWaLMKLsViSZDqHbU3QpH+7sF4IuNF/mP1Dt2BJFUUJ0Z9u92z7QM++y45UDWTGJrUZyiNoY/kggUniNJuiCDoHx+gbc1IdVtaUQJ1rX1leQVLJt7WR8MTQt7m94RNTeQpFXEIokqqLGPvHvsfkwLWwd3BV5avJ2QZC2ljWXs/nR7I9+LSFmDKHIf2Y0uu5UkOSsajjjbBFkoDulh0LATfPL4YAXwmklHzzpxs9647t7GXlcqdXmeZTeKq/y2MfPqow0z8H07Ipr1YY9XnzNFOW1zs5GYlUlo/90y+YSDqfOXhygD97900FuxCC2+fMecGx/scfniWdc65/3/AEyxc0sHnAIdrTqsvYOUnI9MDoIN/Zv4P3LVr1R7+DIv44BoYneOuHvknOsADJA1+eQcTnxqJ+038Nvzjs5DkKJpjfVMXJhDNxUoXgXTPXn9XxHB4dIpbNYEmb9Q0XZk7lnGgTdzSu4Tc9mwAI2UH275oo2A/0D7FiVj17jzrJ6Qvm1bO9201U37ZxgpvfMp2MbxxdCFpCg4xO4mF7Yg9zRdWfUOa7OKpCzwi2dP5N9TFeIaSU177ygZxbFEnVRYym8FWciLvhG5/ayInUdiQOWZoTbit4pgBK/bPpSbtEa015K08MO+E+FZ3dw25S+5AcZ8W8Wew5MEJA17l53kzm1F5aZcWT0TM8TjKbQxGCmQ1Tc55CCBbNaeBYp5u7Nm1aNbsOux7BFcsb2N7rkpWAprM3Lw5KL6y9poUDKcdbVRco466mFyYxP3pwe4FQAfz68b2sndtCWTBAJpNjxYo2fD73EWDZNl/77SbiySxp0+BQ76Bnf+mYQatWStY0CdvPFcWsCZ190dLLDd/52aY8oQIQ/PU3V/PFDxwiZ+uMGDV87YiGU3UOEoGV9LMk14pqK8yrqaU1UvmC+36pOB4b4VW//g5Wviruaze8llumXZgTq9fWXsPO/RksG8KGj61pryySEtAoLQ+RNUzkaeFyoUAw1E7GHMCQoIppHntzaAGl+sXXkqmI84MzIlX5csePAWtw+vFEgOuklE+c9rkA8Eng7UArTjOxp4G/llK+aJKZEGIe8A/AtfmxbQb+VEq5/Y9td7miJXIdLZHrGEzvQhUBksxAcrhgP5w8werSlUiyIKE/622AK8zdELuTrCXRVUHc9D6Ips+I8v3X331OzuV84kDnAHd/8UcAKELwgz9961kV3ZyMD7z1Sp7aeoyR8SR+XWVCGB5715FhFiyoRVEFQU1j8zHvNUn0+FncNg0bm3nRRnyq9yf8Pz9+il8/uodM1mTB7HqPLahr/Mc/PcjEhBP2ffs9V/DOd15dsD+46RDfuH9zYXn5kka2djmETwKGatMz4ngAhhMpVi9tYsuoM7655dW8Zvq8V/DNXL74163PsGuwl7RpEjzuDVUd7A+x6KF3k7ZMVCFoioaIG+5nakei7N3qkPDj+jjvWLSWpuqyszKuf9uxoUCoAD6/6RGubGwlrF94xQnf27aHTcfzkwAJq9tq2X/SmYwEfRrHOoeIp5wJxu7DvcyeUcWRPsfDd/P1fsZMN19wz3g7i0tnkLbG0ISfa2veeenJVlx41X+XDM7UUzUH+CxwDNgDvJCP+fs48vJfA3YCTcCHgFuEEPOklIMvsB15HYoNQAb4JyAJvAt4QgixRkp54AzHetlACME19f9QWN4y8gDHky6pqtDLGc5sQ+Ybm1X7V9CddqtcTozezLZ+12ty5bQWdk441YI+ReX/znFfuJcy/vu3zxb+tqXkb3/8CF/7+BvImRZSQmXkzCvsXgxBv06oxM9QIknatmgOevXAaptK2ZbIhyYkLKmv5eCkxtfhRoNdMYcc74l1cVP9IpZVTAOgf3iCnzywA8N0rvfugz20NJbT2e+EDBfXVLG/3SXWP/7RRm64fgHNLZVIKfna/Zs8YzlyqJ8VSxud5sqqyoaTnR57cFzn3tveQlDTqQ+XFHV8Xgb2Dw/wnzvdkPCsOeUo7QI7Hzopv66CAymHuFpSEpjUGzIifLTvdz3RWcPin376BP/xobte9ng++9Af2N3fT9owiVR4Xw+aolyQOXMjyRT37p6U6iBgOJBl2fxGJBBBZ9OO9slmKmfAnDUCQ5qUVGVIT5rbSOBV9Z+hMdRyjs6giEsJZ0qqtgNVUsoRIcRdwK9O/4AQohZ4A/AvUsrPTFq/DfgtcDvw7dO3m4TP4pROrpZSHstv+3XgEPD3XMS9gM4VVlbcwu7Y4/Skj6AJH9OCEcayVsE+ltmFmLieeFLDtHw81OudFe/rG+dv1r+GkO6jLhilLlh6+iEuCUgp+YdvPUx73xiZrMEo3rykCSPLyn/4HwACmsb9H7qHpvKz81387un9dPS5ZfFD3eME/TrprIFEEqsw4FQrOgFDIsXMaDmaohAtU9mf8s4t/nvPoywy5pIxTFL9qQKhOnWeteURbMsmZ1gIbwodqqoQCjukTgjBmnkt/HLIfTnNmFXDlh43NLm0ud4jmviha9aypv5S75F29tE9McGB4UEypsGD7V4H/lE5xvs/GkL1jSMVk991THjsQ+MJ5h6uIJVxQtWa5iU5za/AS7Wlu5uf7d9fWK4XJfgUlZzt3FOfXHYlPvXCI1UVoSArmxrZ2OnmI9b6w2w57ty7ApjXUMHJXud35w8qnCjvJJZx9KgGegU3NdYymnO8VSvK113yhOpCq/67lHBGpErKSQqSL4xo/v+B09afku1O88dxBbD9FKHKHzclhLgPeJ8QouQMx3HZQhEq757+DwgEilDZOfJ1xrI7C3Yj08DXflFRqOBauLaWjePug+gd85bzxrYV53zc5xob97Tzmyddj92MaVX0TLKHqgLQ7zCbjGnyN797jK/dfddZCQFs2esNwY6Np2iZX8PgRIKs6YR4JqOSAN2HHG+EUKDljVV0ZtyKztTJAF89vgVwlKRn1ETpG3RexGXRIHuO9hZydOKJNDVVEUaGHb2eu167kspJ/Rs/8roreWbPSZKZHH6/So/t9ooEODkyyqK2OhRVUBMJs6atSKheKqSUfOLhB9jW59xxsysrPPaFtT6Gos8g87GTNdM0Ova6j+kl6Vr2jLk5dwvb6hjNC/QG/TrvvvWlFQocHhxme1cPacNk02lFEn3jca5ZVsuEncKUFnOrLkzJDCEEX7j5Bv7kxz9FU1TKAwH2nnS7RUjAjiosDTSgKBCaabPRcF9TppSUqet4/fQ2fIqfxuCFmZBfxMWBs5mofhLoAj4lhDiMG/77V+Ag8JsX2d4PDD3P+hSO0upCYOPz2IuYBFW4l3Rx+T20xx9lwnDCNnv33oRhubz06I4hlq9pAAVKdD/vXXh5VG799OGdnuVj7cMsv66VpGVg2zbd417vQE9sAlvK5xCel4MPvOlKntlxgmy+qnL+gkZ29Lren/IeG61EcVTYJfjcdwPSBmVPCY2LY5ToUGJU8NRxN6JuSJtwW4QFjVGEAiGhs3lne8GeMSxuuHM5K+c2EfDrTJ/hTb6NhgM8+M/vc44lJR+69z56J9z7pbmujO1j+bGOwJs7O7iypfgCeil4qrO9QKgAjoyMsq61maFsAl1VuHJGHwOmO8U39T3cOuM1jOdASpueR2Oe/bX3jDA/XEE2Z+LXNALamT/SbSn5zG9+z6FB57HbUlmKKkQhj2p2fSmbY4U5Ll/Y8zt+dPV7UMSFJ4TZVlHOxg85wraGZfGG//4hRwfc0GiF8LMrn5/o61SofV0pAzln4uRXNO5uu5mawKXpmS/i3OKskSoppSmEeAPwI+C+SaZNwNVSyhfzVB0GrhBChKWUk/sEXJn/v+H0DYQQZUDZaaubXsq4L2Woip/bmr+GJbNoIkD77k2A66GJBgL8+FVvIaBfXkWgb7hxKRv3tBeWZ8yt4ZluN19oSUMdo0n3dv3odetekqJyxjToiMdImya1oQj14ZKCrbmunDe/biXbT/SAoCBZcAo9PTEWXVtLLJchZ1qkB72J7NMiY1zd6sxPTDPCkdK30z+eKtiFItiarx6M+HyUlQSJxZ1zKY8Gedvr1hAOvniisRCCz73qejad6CJlOKHJYcv7E/7cY4/yyD3vLKpNvwgebD/MX295hLRpMC1U8Rx7XE1ywhgEA9riEfxB16bLJh7r7yz0pVu7sJWRDe71nl9dzZ69bjHDV3+ygU+++/ozGtfvDx4pECqAzpFx1s9qZtzMogoFf02azknziz1jPXQN/TP1vhGQabTon6Goz3ksn3foqspf33kjd3/tXoSA2nCEg0fc2UkuY1N9sp5pi2sIqDqrK2dchoRKgixmqk8FzvbbdAzHQ/VTnMq9mcCfAT8XQtwipXxhUR34X+A1wE+EEH+Fk6j+QZxqQ4Dg82zzceDzZ2folyb8arTw9yduv4rH9p9gJOE8lN9/w5rLjlABXLl0Om+4cQlHO4cJ+jV6y7JukBrY3dPP+jktZG0TRQjWT39p+RVf2rmBr+51QnKzy6r43Z3vKOSipHIG9+7cV7gG06sqEMJ9vs1fUs/GIdeTUTa9GgrRPsmN1+ziVCacpiV405XH+fff1eHXVZpLS9lz0vV6JXI5Fs1uphQdv1/n6uUzzohQnUJFJEjNMo2eVJKsZeLPeQnBzIqKIqF6EZi2zT/veIqBlBNK3ZPrY0V9Mzv68ppJ9VUcGHev9+/bE7x/8TwSdi+6onFsaC72pPqeTVoH16+aTdawQBGc2Oit/fnD0wf56DuuRVNf/Lo0lEYRuK8+iaQvmeD4mJN7tEAv97whbq+FGusrnOLWUubwV3yVCxHLWhvY9TcfRVcVkukcb/yr7zAUcycwV9TO4T2r1pzHERZxqeKsvVGFEKU48gn/IKX890nrtwFPAPcAX3+h7aWUDwohPgL8I7Ajv/oY8Bc41YCJ59nsy8B3TlvXlB9HEachGgzwgw+/mXg6S8Cn01x5uc3OXHzmnhsKf/9s5z723P9wYXl2fRVPd7u5T19+9ln+6oYzm/0PpOJ858COwvKR2DBf3buJdy5YSsbO8csNhwqECuDE8Cjrl7eQUAxQIaZnYVJ7t325Qa66q44UOYRiILU+mJRw7i8bITu3nAygCJvIgJ942p273LxuLq9b6/YefCm498ROjsXd/C2jJI064oaHPrnu8m7k+0LImibf3rqDlGGQsLOcmPD26yNoMbM1imFbRELqJNIMIEAYpO0YaRuqQ17vYINeyjOD3YVrcM3CBvZvdj1Vb33NijMiVABLG+t564ol/Gj7bgAWN9eza9gl5fs7x1i/tI0RK4EmVD7W6n2s2tmHsI0DKPr8MzreuYYvn8QfCfn59Fuv47P/ez8A5SVB3nrjsvM5tPOPc5Cofpk6qs6qp+r1OJ2mJ4f+kFI+KYSYwElEf0FSlf/sfwkhvg0sxlG42wW8J28++jyfjwGxyesuOT2Rs4zmyrLzPYQLDm9YuoDfHzzC8ZERdFWD03Qtv79jF+9dtYqGaMnz72ASBlNJcpY3pHcsu4e3bf4xALXmDI9N1xV26AMMpZ2I96JQnce+vLmGzcn2wvLO2LUsjP6ysPz7rlVIHMmEMZlh3sJa9m11knBbqsu4Y9XLf+E91HPIs9ybG2XxokrGjTQ2NsFg8bf2fPjRjj3865MbAMf7s2RePbvzuWgCybCRoDMRA6AjMcr8iloOxpxrdmVDiCFjd2FfwreBOWXXcDg2ik/VaMhWMCBdt+qGbB+vWtmGhkIw4ONNt71wy6Lnw5/deDUfWL+KgK6zqauTD91//ySrZCid42jcyT16fHg6b6h25UeENgehzX1JxztfuH75LH7zD+/B79MIB3wE/c8Vry2iiLOBs0mqTqklempuhcNy1DM9Vj6fqpCQLoS4EejDSXYvooizDgn0mwm6jDgYsLrCm5a3pL6e+pLI8298GhZV1XHPvOV896DjraoO+eiz3PnAQOg4qxesZcv+IYSAeYvr2JBw87n2jvRzRVMLcSOLpihk9YSj3JbHd4/BW80PkUxCzlbYV+JtWxMrTfOHz7+HkN9H0Kefsdfi+fCpRdfxpke/U5hwrqhpKGhkAfzN7vv51vp3FCcyQCKbI5nLkchm+cqmLYX1AsFoX4aVrQ0oQhDSdZ7sPzFpS0FJ2s+qiWlYls2s5lhBUcMxS8qDCmrSxiKH5pU1o7a0hH94/x34XkKC+mT4NY26/GTh1tmzuWnGDB4+fhyAxa017Im7FYF/fSDATdesoVQ5gRBB9JLPIi7ApPXngxCCxurL1zP/HBTFP6cMZ5NUnRJceQvw/yatvwNHf6pQcpUPFdYDffnu1M8LIcR64HXAX0p5WqO6Ioo4S3jgyBEODbsxmO19PbSUljKYTBDQdT5x5fqXRBzunruE/RO9WNKmJmIzYHv1wK67uoz/vfst+DSV3544xIbHXVKlKYLjqWEG0k60e3XIq4q+zGrht0+6RGrZ1Q1swCU6n152DXXlUc4GllU28bllt9CZGCOgamwc8WoqbRvuYDATpzZ4do53sWIslebGf/8WyVwOCcxtrmY05YbtGuoibBlxr9GssiqOjufvNwkTJw06hmIAHOuBN/5JA2OmU2ygy1lsHXbzpnaJk9RHq+mbcO6Pj1y19mUTqufDP958M/83FiOg6zw7fII9uybLLAg61C+ypqZY8VlEES+EM/41CiH+Mv/nqV4UbxdCXAnEpJT/hSPwuR/4GyFEG06i+izgw0APXuHP1+aX30U+J0oIMQO3crAfR0Lh/cBTwJdexrkVUcQZ4djIiGfZsiW6qpIxLTKmxbGREa6YduYvkm8d3sLOkXyeyyjcMWcGJ9PO7D+ihXhdyw348y/C10yfy8+P7ufJbkfJfnldA1uH3BfZlt5eVtU3M5HJoKNhHvSSu4NPD/CBd60lFPBR7g9ybYM3vPhKcc8sV2bjsb4GPrLlJ4XlO1uWXPaECuAbG7aSzDnEWQATE2l8qkrWMon4fBw3vEoxQhp8YIZJRJdMxGr5wb5YwWZYkOyeycwZJdjYHB9rBibJZmBxwzWjxK0uDJmjtuGlhfteDGXBIGVBpyZoVmUl93cdYFe+cfZVdW1FQnWJwBH/nFpXUlH888Xxt6ctvzv/fwfwX1LKnBDiKuBzOOrpdwNxHPX1P5NSnpat+RzEcMjUR4ByoBP4IvBFKWXuj2xXRBGvCO9ftYpfHzxI17jjNF1SW8uePlcc8EtPb+CmWbNoiJYg8w+i0z1XR+MdJM0UY9kMvzi5x2M7NOCnPrIcy4ZZ4RrCmlvIKoTgzYuC1Nb1YsocRqrEo9amojBwzKQv36/vyopGJiuVrps3jc+uuu6sfA8vhuvr53JH01LaE8MoKLx9+tpzctwLEd96djs7Oh3RzLGUN5l8IpMjVKqTSZskRY4mPcRI1i1OeH9bH3dV3QtApjbIUzs+ROfIKRUZSVnTMdpTDrH2+TqpCSxlMK/+vbQyTG/O1Vn7ZfdPWFy6jBL97JNbRQj+fd1d7I8NEFR15pRVn/VjFFHEpYYzJlVSyheNf0gpx3AaKn/yRT73HU6r2pNSjgB3nul4iijibCGo67xr7VJ+e/IgFpJgxpvEmszl+Ku/+zXdHaNkswaf+9Sruf5KN0H3eKKLT+/+Z8CRRlhcuZRdk0I2UV+EJ3scz9Uzff3c3LioMONPmkkeGryftJV/6fo2Mbt8PUfGnBDfykgzO/rcxORN8V4WNFQwnsgQ9Ol88I4XasN59pEwsjzZf4zRPEH4wfFt/O3yV5+z418o6BiJ8aVHnnEEWoGWilI0RSksz22pZlO/c71tCb6kvyBdUKJJXlP9eCHfJKCl+fPr9/L/Hl+KrmssnJVl1HI9lVKkeF1bAOylBDUdoR1k16SEiaSV4HjyKEvLpqYTQlOkjKZI2ZTsu4jzCBtPFfGUHeMyxOUnUlREEachZ1l8/fAWuhPO2yqq+ikLBIhlnAzxVb5ajhxyS83/4xuPsWrpNEoiAQB+2PHbgk0ICEW6mJYrx68KwrqfXcO9TMa/7H6Sn910DwD7xne7hApASOZFdNRYHTnLQs95f6I28MUPvoYZlc8VkZxqfP/45gKhAvhZ+w6uqp1BhS9M2jJYXd2KX730Hynf3bSjQKAAOkfHuXrWNFI5A1vKglfpFHpH4kwP1ZHI5ghpOZwgoYt+o5KTuQnIwchxhVtbSkjbrpL961tvoDU8B4BYbiGH9m8lYzv3ZmOwmcWll7k8QBFFXEC49J+ARRTxPMiaJkeHRkgZBtvHuguECmDCynJjeSMMSIQNvhHb0xtwZCzJB/9wHz25OCkzx8p53rY2EZ+gouIoEomUgrboIo6Ou9Hv21vmFf5eUb6aB/p+S1/GIV6KHeLpQynGM47WVK8yQV1JhP64k5j82oXzzymheqj/p2wc+QM5O0s26xVL9AmVz217sBDa+vD8q/j4wmvO2djOF+5cMo8fb91dKG6qKQnz7InOAtGa0+gNky2qrmNLl3sHff3grXxg7ncByFl+/ntbPU43LhiJ28QHlhKq2Yam+GkLzysQKoAyXzl3t76b/RN78Cl+VlesuyDbxhRxYUNIeQ5yqi7PpKoiqSrissR3tu7kX554BoCKSIBIlY+E4aTuqVIwvCXGwJDjLaguC+P3aWTzLWVaVtfy9JBbsXeovYRovYolncbFpXqIoVz+gSIkTRWj9CcVwrqkPhThrTNdz4KmaLyu6u385JlHwVRJ+8sYz0xqqWHbzCyvoN4XwbJtltd5qwGnEhPGGE8O/gYjn9IotKeZUXIVx+NOaHJReRObB91Q1VcPbeA1LQuYEa06Z2M8H1jSVM/b1y3l0WMn0DWFKn+YwYTrnTrcM8Q1i1pJ2SZSSrpHvKT7f7aXsP3g/0cia2MLhXHDm5Nl2DqDOYAsGbubrJXBrwYK9lUV61hVsW4qT7GIIop4mSiSqiIuO0xkMnx909bC8mgiw/KGOk7mRgigMjtTwf5JrWKGYknWLm11SJUiGJ5heSRnjw2nubpyBbFcBsO2mAhO6nkDVAdH+H8rHgVsFOHHtO/CrzYX7E/9YYCnfut4pgJhg6q1IYbTjucioKoc7BoklnLCPV965BlumjuT8vDzdW06uzg4saNAqACEkMwMhEjGguQsC2mqp20hCGqXh6hihzrOMb/jfVx2mpBkZUmIDf1d5CyHZK+obvA0pl5eWs/mw64K+tI5jWwZdO43XYVgzVGyef3Y0dwwv+v7Na9restUnk4RlxuKOlVThiKpKuKyQzybI2tannXRkyr+DVkk/P/t3XecnFW9+PHPmT6zvWU3u9kkm95774ZehEhRQAQEFRUucuXarqJYrteG1yugXkBFKQLyU0BKlB4SCAnpPZtkk0229zp9zu+PZzKzs+wmm2Rm6/f9es1r9nnO8zxzzrb5zjnn+R6aco2kmYGgMZyjlOJoXSPlNUaPQz7pmPJUZJHbqXnZbKiKvkkm23PAEb2Fb1VGA/6Aca2Q9rKz9kcsyvsdSimq61r429rtkWM9bX4mtueQk5WE1Wwi0+xkw4FojqPGdg+v7H2ceWMqCWk3eUlryHAmZg2zuRkrWFfzIjXek0OT6fzrcAvtAWOR51p3G7lZKVR5jIDh02Pnku8a/AkWd9RUsPZoNKHrtrYKFo4s4HBFPQ6LhcIRaZRXRVfV2lJdzorCUXh9QZTWHDsWeyP0vsMVLBidjz8YxJUUoCW4I6a8zhezjo0Qoh+ToEoMOQVpqfzb8kX8/C1j+M+lLJTvjAZBlVVNzJg5gq0Hy3BYLUwYm8v24uhk8/JDjayaMIpGsxeTMhFyemOynm+tbmZ13lJavH5CoRDkPxnz+u3+42iCKCzYrGacDhu+DkNAKtnCgXBKhyynkySblTafEcgk20MUDnuMshYjt1aDZxML81/CbIp/z5XFZOW8jNt4dts6QkEzrZZU2gPR74M3GGScqZBsPPiDISY58uNeh/5iX3Mxzx5/EW/Qh7d92EfKLV6Fr96PDz+m3IyYskyHkx2HK/AEjO6nBfkF1BVHJ/xPGzWcD0uiPaNXj5tNteNDwMjI/vH8qxPRJDGk6egq7ol8jSFIgioxJH1i8mTe2XiIQCCEU5spaSuLKQ9qCJkV7aFgzALFACgobWnmaFMjAFNGxs4hmpA8jNc6vElOTl/NvNxnItsTM+7ApIw/vfRUF3fevJL/enAtAKlZTrY2R3Nk1bndLCgooLK2BbvFzHVLSgjoaLJST+AEr5Y+QWn7FNoDPi4fOYVJ6bnEy/Prq/jHh37Aj8sRJGuskzqPEQCmWu1sPV5Bm98I+H7y7jrOGz2WDGfihyZ7k9aaJ4/9jeLWkvD2MWYNW8j2aqMHaaw9g137o0O+O3eVMXFWFgca6kDDRHsWWzsEo1vKy5g1Kg9vIIjFZOJQdWzy2X++oZhzwTICIUWaLYlh9tj1IIUQ/ZcEVWJIevytrew+En0jXDKjgN3bjSE8m81MSU10KZjDJ+qYOaGAHQeNQGnCvOG83xRNsbC3tJZF04uo97ZjxQQ6dq7Rn/ZbuKzoK2Q5LFhMSRQkXxxTfsnKqUwem4fDbqUp4OWaJ5+OKbd4oabcGHp8y5bCTZda0Bi9HoGQnf/e3Uql+20A1lUe4W/nfxaL6dzuCAvqIEdq6nh+657IvnaPn5nB4bhtAayYcCXbWNcUHZqs97h58eA+bp4Z3yzffe1IW2kkoAIjbcbIpFaS/YUEgyFStZ0aonOmFIpst5OqehueQABzcmwKhWSHg4OVtbjDNz7MGVPAlqPRIHz89CzeKIuuD7gwezvXFknaBBE/Rkb1xL/GUCRBlRhyPL4Az6yPnbdywNPExEWFhJTGbjKzdcfxmHJTSJNldxiT1b2xWe00UFXuoaTBSMswuyi2Z2FWTj7zc2/sdv1ApRRFhUZv13Dg35Yt4hdvbwAg3eZgf0m052rLITOX1F5Gauo6gsFkdrZdSKU7OpS0p6GSF47t5uqiGT3/hnRQ0lbKt3f9lKAO4gikkmQfTXOHnjp7k2JvsTFUmpHpwplrxR2eY5Vis3PlxMldXncgK0oqZELKGA62GIGO1lC5K5X9pUZgbTLBqOwMjtUagfiI7FS2Hi+PjK5sL62gIC2VsiYjMJ6YkcXW+mgQtbe0kqK8DHwEsdnMHDRVQIcpfw/ueZ2rc7aj8IBKQSXd2AutFkKcDQmqxJDjsFm4dO4k/vb+7si+otwMthRH3+jmTBjO7oPGm6bVYuLEiQYaw0vFHNpcyayL89heZwQ7s/OHs60y2nO1taSCmWPzqGlrw2aycPfMpWe0IPOtC+YyLS8Xl9VKc6uHrzzyYkz52o3z+PCIkVphzIQMyIjW22oysSBnZI9fq7NnSl+MpIbwWJqZN9fCm+uNoCovJZmdh6O9ew317cwdlU+1vw0rZi6dNpF0x+Aa+gMwKROfH/NpHjn8JDazDXNjFn8pjU4eD4Ugy+Ekt8CF1mBNtXD0WDSNQiAY4pZFc1g+YTROq5WH/vk+Ww9Hf2YWh4WStMbIMOqCpGy2N0ZvfPj6+HpofSQ6Q8UyAmVflcgmCyHOkgRVYkj69yuXc6CshlBIk2S3svdoVUx5mbeViSsL0CZFis/C9jc7DP8AqW0WxqRl4gsGsZtjh/uUVvjLNXW1xuz1TdknWFU4psd1s5rNLC2KLlx7/bJZPPmusd5bssPG3rLoEjhHDjYwf/VINreVojV8smg2hWewrIjWmoOND+MOVOMJ+tjXHJtTyW+rZpQnB78/SFLIRItJEezQUWevgbr9jQC8c/wAn184H4ulc6qFgW+kq4AfTv86AL5AgPffeYKjHYaIfW1+dpUaPXh2m5lhhUlUtxi5q0ZnZXD9gplYzMaQ7D2XLeftvYepbzOC9KLJmbzfEO0ZPVTRSkaai6AOkWkzc1H6KzFzfn2NP+Y1bw6eYIB0m5PzCyYktO1iENK9MFFdkn8KMXSkuhw89R83AEZgcffvXmDd7mjglD0ujQ114d4CrVkyNofDh403TbPFxAGaqK433jTLmpoYn5dFcZ0x4XhmTh57jkWDtMc2buWK6ZOZlHd2C9Jet3gGB/dWEgqFsLmsvF92Iqbc3GTD2pqEJxigtu7M1h6vdm9gf8NvI9vLMy/ltdrocJ9/+0hqG4xemaZWDzOmj+DD8PyfnJQkdhdHe+gOl9XxxD+3cMtlC864jQOJzWLh3mtW860n/4ndaiInOZldezvcFekLMsWRTlFSOkorzpsxNhJQAaS5HPzxi9dS19qO02rlf/e+B9H4DH9Q89ZFd5Bmd6C1RtdvAX90Mvtz1Yv57t7nAWPR47+d/1mmZ/ZeUlghRPckqBJDnlKKb35qNbtLn0IrSHLZ2NHhDjyUonqknymTs1FWsFqdvHao492CihnZeXxjxXKcVivrDx6LCaqCWtPmO7Ngp6Nn1m5j94Hom/as2flsP24EMy6nlZ3uajxBY9LzK4cP8sbRw5w3emyPrn2g4eGY7SzTq6zJ/yZmkwuz384v9u+NKa+tb2HUuCz8oSCpJhtNla0x5R2Dh8Gsxe2jutloe0OLh4xkJw2t0bQY7W4/+44bPYrHyur5+NwppCVFs6KPzc1ibG4WAN/LOI8N5aWRuWm3z5hPmt04VikFad9H114J+HEHnDxUks7JZW1CWvPdD1/lP2deiDvgJ83uYGa2BFji1FTIeCT6NYYiCaqEAJRZUePyGVmwA+2MTsmiuD7aO5A33sKH3kMAmDAxOnMUR+uNiekWk4k7ly1kZHo6ALPyhvOvfcUcq28EYOW4IuaOLDirejW2uHn+nV0x+1qr25kzvsCYv5Nu5vXGkpjyDTUvs9O7D3/Iy/S0ZVySf2u31891LafBuzOyPcw5n6X5n4psV1zk5M+vRLPPu/JdbK/ocNfklAJ27An3XKUncc3qmWfVzoEkGArx4Nr3ItutPh/jCvJoOezFYbMyangGu45Hv0f1Le08+s8PuOeqrtdFLExJ448XX01VewsOi5XlBaNiyj0qn1/Wr6Q10II/pHGaYzO4m7WFa181cqE5zBZeW/M5ClMGfxJWIfojCaqEAH6z7oPIsiKgCLYFMSsja3pmkoPDweiclxAh0kf5WZluTDyeMyI/ElABOKwWfn3N5eyqqMJptTCn8OyTYqYlO1g4bRTv7YgGTmn5yWwO58HSaCbPzmFfgzE0meZQmF2bqfcZvSjv173E9PRljHB1Pe9mfPotVLS9gTtQiVk5mJx5Z0z5565cRENLO2aTCZvDwh/2bI8pr7P5+Okdl2O3WSnIScNhG/zL1LR6fFQ1xfbQpaQ62fSbrwBQUd/MVT/6M+5wwlaAueNGnPKai/ILuy1bV/MSDSeH/xQsyK/l6EHj+2xRJo43RdM5eIIBvvfBa/zh/GvOqE1iiJE5VQkjQZUQwO7y2InqbrefTXd+iTSHHW8owLXrHqQ1EJ1rtGTkaP598kXdXm9SXs5Zz6HqSCnF128+jzt/8lfMZhMpKQ62lEfnMSkUlnrNgtH5KBSTc5vwhKJv+BrNY4dfZ3/DBtxBP1cUzuDmcYsi5SZlZdWI2LxYHTnsVu69LdrOuue8vLB9X2T7tpXzWT1zaE2UTnM5+Orly/n+X1+P7Lvr0iWRr4dnpvLlyxZz/9/XATB9dB4rp/f8RoXOdjdtjtkOBkpY/cJ83M0+ghbNwU/FjrOk2uxn/VpCiHMjQZUQwL2Xfowbfv9M5Car21csIN1pzGtxmK18Z/oV3P7BYwAkWex8duzyXqvb8OxU/t8vbgOMoacbHnyaPSeiQWBSvp2NdaUAbGuAL8zNp+lkBm/t4NXjrdT7jJ6sw801rMqbwKjkzLOqy9cvWUltazsWs4ns5CQunT7xHFo2cF21cBpWiwmLyUxGspNJBbFL19zwsdlctmAyTpsVu9VyRik1Ort0+A38vuQnke2k9fPZsS+6rNLMw6N4c4Qxx8qiTNw9a9lZv5YYImRB5YRRepB10SmlRgMlJSUljB49uo9rIwaSV3YfoLHdg8Nq4fLpE7FZYj9zlLc3YjOZSbLYcVpsfVRL2FdWzacfehqbxUxGupPDw+rxhaLZIi8cZWdx4QlMysTxlkKePBy7gO+XJq7grikf6+1qi3PwZvULtPgbsSobT3+hgqqypkiZ1W7h7qeuI9llJ8PuZGLGufeQit5x9OhRioqKAIq01kcT/Xon3x+Xzv4qTkfG6Q4/J25PAxu2/RJ6qW39hfRUCRF26bRT97rku9J7pyKnMblgGFt/fBcAnoCfC1/8A6WtjZHyKdkt1HmNye12yyFy7Euo8RrpH+wmC9cVzev1Og92gVCIhzdspsXrxWIy8e8fW4rpHHqnOls97MrI1+bPbeWX338hsr3muoWcP2Z83F5LDH5Ka1SCO1QSff3+SoIqIc5CY5ubf3viRdq8fuwWM4/edjVJ9t7vvXJYrPzXogv5zOvPAjAiWYF5U6TrXak2LijwsKkqD7Mys3TYaIY5U3q9noPdi7v28at3oncEDk9L4Ya5ibkT8sIrZ3NgTxktzW7sDiufvEWG+4ToLySoEuIsPLpuM1uPRnNHPfja+3zj8q5vmU+0MelpjM8P4A56SbEqzMpOQEfzYtW1ZrCr0sguWdbo5guTl5Fmc3R3OXGGQlrzwLqNMft++dYGrpk1DZs5/tnllVLc9e2Px/26Yijphbv/huikKgmqhOih9ceOUdbcTLvPx3ObdseUPb9lD5UNLXh8flx2Kz+5/hKsCXhD7cojh96k0W8M73m90Oibg9PyDgA6lMm/jnkix9a42/jFtnX8cOGFvVK3ocCkFHML8yMLJgOsHFuUkIBKCNG/SVAlRA+UNjZy29//TiBk3L6+ZOQIth6MZlWfkJvNa7uKI9tTR+Ry66r5Ca9XIBRkffW+mH0ba0MUpS3CHwqig05CnT6RpksvVdx964KVvHOohHafH5fNyl0rF/d1lYToXij8SPRrDEESVAnRA7/euDESUAFsbixj9sg8gkGN2aTY12GRY4A/rdvKLSvmYTLFb7JyVywmM18cfwE/3ftiZN+UjGQOtZ0M8BpYNnI2r5cY6/el2Rx8burgXpuvL2Qlufjgni/FdXK6EGLgkaBKiB7IdrlitjPsLvaUVxMIGoHWvMICtpZEe66uXTQ94QHVSVeNXMDG2mJaAm5MaErdsT1Xqa59fHh+OVaTF7M5kySr/NknggRUYqCQu/8SZ2isfirEObpr8WIKUlMj22Ns6ZGACmBfVTVFwzIZNSydSSNyuGnZnF6rW3FLJetr97KjsYRtjUcZ5YxdTPmu/BYyTVtIYTeu4Dpof7zX6iaEEEOJfGQVogdcVit/u/563IEATouFn7/8LtuI3v3nsFkobW2KrB+4seQ4F07tndxBDx96LWb7/epK5mROxB9SpJg1her/Ysp1+xPguuWcsnwLIYT4KOmpEqKHspOSKExLIzspiW9cuoI0Z3TC96icjA4LMsN/vfwWrR5vV5eJu0JXVmw9bRm8UVbPOxV1vHSinqOB2DxGynWTBFRCDGWa6KLKCXv0dSP7hvRUCXEWMpNdPHH7J2l2e3FYLdz/2vqY8mBIYzL1zmeWL4y7gLeqdlPlMZYucZpS0UQXVf7SnnxemjsLizKDKR1c1/VKvYQQYqiRoEqIszR2WLSH6N7LV3Plg3/GGzB6q25fuQCXzdor9XBZ7ORVTaL8RDlefxA9L/bP2mbJxJT5F0ym/pE36UjLRtzBZkAzJe1C6TUTorfpXkj+OUQnqktQJUQcjMpK5+GbrqKhrR2nzcqiMYW99trvHy3lreKSyPaRvR5SxthpCRjDj3dM+hiWfhJQlbXv4YUT341sK0xMSb+gD2skhBDxI0GVEHGyoGhEn7zu2n3FMdsNzV5+Pu7jTMrLxmG2UpiU2NXoe0przYbqP8bse6f6/xiXshSb2dXNWUKIuJPknwkjQZUQA9ztS+bzwq59tPv9AMwtzOeKCVP7xbCa1pp79/wPR1pL8YZ8XJFnjylPs+ZhNTn7qHZCCBFfElQJMQCEtKbB7cYTCOC0Wsh0Rnt28tNS+cGl57Hp2AlcNitXTpvcLwIqgI3129nXfCi63WBiarITf8gNwNKcz/abuoq+Udb6T1r8JQRDHsal34TdnNnXVRr0FL2Q/HOI3v4nQZUQA8Bfdu/k3rdeB2BUWjprP30zdkv0z/eKaZO5YtrkXqmLJ+Bnb10Nbr+f3KRkxmVkdXvspvodMdvV3nbyHAtp8DfhDwXwhFK7OVMMBW3+42yp/jaaAADeYC1zhv2oj2slxNmToEqIfs4T8PPgpo2R7WNNjTy0+QO+unjpWV/zj69v5khVPR5fgHvWrCAvI6XH5/7fjs38z4fvATDMlcTrn7yVVLu9y2M/VXgZG+u24QsZQ5MTkkdysPVIpPz3Rx/nx9O+i8Uk/4qGogMND0cCKoDjrS8x3jWNZJMJtBdc16CUDA/Hndz9lzDyn0yIfq6itZXa9raYfZVtLWd9vd3HKvnVi9G8Wv5gkF997ooendvgcfPIjg8j29Xtbfx80zq+NHc+nqCPVKuTbEc0QMtz5PDpkas41LoLM5o6f+w/2jJ3BSfc5YxOGnnW7REDV7p9Ksdb/xHZzjBn4Wr9QTTQClWjUu7po9oJceYkqBKinytKz+C22XN5eKsRzFhNJu5asPiMrtHQ0k5FXTMeb4A/vv1hTNlbOw9zoKyGiQU5XZ5b2dzKl597kTafD4vVREDH3tZzLFDOpW/dD8CY5ByeWf5lrOGep6AOcLhlLY3+SgCSLUUoFDo832JG2jQJqIawotRrOd76Eo3e3SgUs1zDUMHj0QPafo92XoOyjOq7Sg5G0lOVMBJUCTEA3LVwCcOSknFarYxISWVEalqPz9Vac88DL7DzcAUA0ybmx5RPLMhh/PDsbs//7YYP2F1RFdmeOzGf9+uMN74Uu5UjvhORsiOtNTx2eD2fH78KgG0Nb9AQDqgAWgMlLMs+H1/Iis1k49LhF/a4HWLwUcrMMlcWyuwDAmAyQ7DDAaZMMOf2VfWEOGMSVAkxALisVm6dPfeszl2/syQSUAHsOlDO1Il5VDQ2Y7Oa+eLFizCZur4DzxcI8PyuvTH7jh5vYE5GPoFQCJcLDgbqYsqb/e7I19n2gpgyhYmrR3yCHHvf5PQS/Yv270J5X43u8G8D03AIGb+vKvlOlHJ0c7Y4a9JTlTCyoLIQg1xNY+tH9vmDQepb3VQ2tLK9pLzbc20WC59dEBvMjcnOZHd5Ffsra9h6qIYZzjGRMpfZxq3jVkS2RydNY1b6eZHtmemrJKASUd53Ou3wQ9KXUdlvoHI2gPPaPqmWEGdLeqqEGOTWLJ/OSxv2RHqrJo0Zxu6Kmkj5E29v5dJ5k5g0YliX539p2QKO1NUT1BqXxcKrB2IzuB/b7+fbl30cl9nGiKRMMmxJMeWX5X+RC/JuxmqyY1G2OLdODGiuW6D9GQiFh5ctE1Gua1Gq55/3vUE/7qAffyhIjqPnd7EOaZJRPWEkqBJikDOZFD/6wqUcKK3GYbOy6fAJdldFg6pgSNPY5u72fLvFwq+vvjyybX3ZwnM7dke2b5wzm2tHzev2fKvJhtUkwZT4KGVKhrSfob3rQDlQ9lVnFFDVeVu58F//izvoRwFPrriNWZm9t+6mEJ1JUCXEEJCfnUZ+tjG5fc7EEby+s5jSmkYA5o0bwcIJPb8D7+url3Oo1phHleZw8Om5s2LKm3ztPHV0I56gn1xHKjcUndmdimJoUfbFKPvZ/Y48cnA97qCRA00D923/B39ddTtWkxmttWTrF71Ogiohhhi71cLPbrmMHSXlOGxW5owtOKM3n3Sng2dvvq7b8seOrOePh9+NbE9IzWNeVtFZ11drjTcQxO33k+ZwdDupXgwNj+z9gO21FXgCfmp0TUxZu68aVbuSUKgJUJD9D0nH0BWd+GVqhupEdQmqhBiCJhcOY3Jh13OozkWDr42/lGyM2Xf/3rVcVTgfT9DPcGca5+dP6fH1QiHNNQ8/xd6KagDuu3w1182fGdc6i4HjUFMd/731bULhN+yJmZkoiKwy9/Mp9ZhC1ZHjdfN9kPGHbj80BEMhyttb8AT8JFlt5CfJskni3EhQJYSIm1SrkzEpOextit5R6DDZ+MFOI2u2RZn5a/IXGZfas4DuX/uKIwEVwP2vb2D1pLEMS0mOb8VFv3C6IbtH9n4QCagADtTX85uFZgod1ThMPopsB2MnSPt3gm4HlfTRiwHPHNrJf77/TwDyXMm8vuZzJFu7XnJpUOmHKRWUUvOBW4CPAaOAOuA94Dta60OnOLVfkaBKCBE3ZmXi3ulX8un1v0MpRaYtiT2N0RxZAR3kZ3vW8vDim7q9xltlh3j1+H48AT/tJ2JvIWpxe7jvP56l8mg9Hq+fb3//KpaunJiw9ojE29W4madKf4tfe8l3jOLuCT/C1M1k9StGT+GZQzsj24uzNRelPoU6mTHUNB1CZZFylfQ5lKnrgMoT8PPrHRsi25Xtrdy/7V2+t+D8OLRKnIVvAEuBvwI7gTzgTmCbUmqB1npfX1aupySoEkLE1eS0fDZd8j0sJjPugI9PvP0QZe2NkfIZGd3nqfIGA9y7eS3l7c0ApJudpDjstHi8ACyw5VC861jk+If+Zy2z543GlTQEehcGoZAO8XLlM3hC7QAcdx9hfe2/WJFzcZfHLx0+mhvGz2JD5VGcZis/nfFhNKACCOwC23LQbsCEdnyCjv1ezT4vX3nrJdr8PjRQ74m967XF541vA/srDYQS3VN1xmf8ErhBa+07uUMp9QywCyPguiVeVUskCaqEEHFnMZkBcFpsfGfG5Xxp4xOAMTx489glMcd6g34Ot9TgDvrYVHUiElABNAbdrC4aQbBGg4bUwx4qOpxbU91C6bFaJk2JzdwuBoYabwVVnhMx+9ztrxKq/TVoD1ino9J+FTMk+ONF0YBLu7PQTW9ET1a54HsfTi7I3P5/kPq9SPGjuzbz5vEjke2F+QVsqjGWXLKaTNw9a1kcWyfOhNb6vS72FSul9gCT+6BKZ0WCKiFEQi0bNp7XLvgqNpMFl8WGw2yNKf/zkfd4YL/xxphpTcFlsdIeMG6Tt2gTJ3Y3UlVvZIUvcCVhtZrx+43eifmLx0pANYDlOgpYkLmKTfVvA6DQrHIegEA48AmeAMel4Lio6ws4roT2v4F/K+AASwH4o+tU0v4UJSylKejEG/Ty2J7dMacfrK/k9rkhTCpAijWZ/KQhkjy0d+dUjehinlyj1rrxdJdQxom5wI641i2BJKgSg4bkpem/8pxdLwDd7HPz2KHovJZ6fwuzho3lYH0jLouV8W05fFgf7ckoa29j9YoxBBt9KKX4+FXdJx0VA8MledfxYVWAYMjE1KQ2rKFHYsp125/R7U8bQ3q2+ZhS7omUKaXQpmTAF36YY85t1MN5+OjvCWqj52rZyAt5+VB0iG/NFKgLbgegJgAb66ayJFsW+Y6zd7vY933gvh6c+2mgAPh2PCuUSBJUiQEtGAhy92cepvRIDV6Pnx//7mbmLB7X19USPdQc8OALBWL2zR6WxxOrbgaguKyWGzY8SSBkTFg3AeVH6qmqbALA95cQCxaNxWyWZUwHqldKj/D8YWPI9x9oPrFyDhlqa/SAUC0ES4yv/VvR9o+hbHMA0L4d4H09eqx/C5hHQdCYd/eGZwFBXRIpTk57m5nDzscb0jgs4Leui7lb8O2qZ1lk3wd4USoNlXx7Qtrc53q3p2o5cKJTaePpTldKTQIeAtYDj8ezaonUo/9ESqnhSqmfKKXeUkq1KKW0UmpVF8c5lFL/qZTap5RqV0odV0o9pZSacAav84hS6mj4/OLw66afUavEkPHGyzso3luO12MMFz3woxcjX4v+b4Qrgy9MWBnZTrLYuXVsdF7L+IJsbjx/DmiN3WJiQXZuJKAC2LevnGee2cj69Qd54/U91NV9dPFo0X95gwEe3LO+wx7FXbtnsDe4lB3BVRxXF0YDqjDd/mR0w7+50xVDYMoGlQrYsKrYwMGsUjjsq+Kwr5w97eWkmmM/gK3JsELbQ9D2KLr1frTntXNvpDihtT7a6dF4qhOUUnnAy0ADcK3WesCsJNjTnqqJGLPvD2Hc6rikm+MeB9YADwPbgBHAHcBFSqnJWuvqbs5DKZWEkZMiGSM6PQHMBu7BuM1yeQ/rKga5TZsOs31bKR6Pj9KdsR+AKssaqa5opLAop49qJ87ULWOXUpScg8NsZZgjlQx77C3weWYXyTUhtA7hVb6YMoXmlZd3UFHeCMCSpeP54Y+u6a2qi3NkNZkpTEqnyh0NhgszHPylzgiczSi+nTcGayg6uVy5PhO9gOtGY0HmcM8U5tFGb1XYhfY32G2ZQ3PAuF5d22y8oWgW9hcOWbhmfDo25SfFbGGieXPMXWu65WdgP3/wTSvoh3mqTlJKpQGvAmnAUq11ZTyrlWg9Daq2ANla6zql1Brg750PUErlAtcAv9Baf63D/g+BfwCXAX88xWtcDowGLtdav9zhfDdwj1KqSGtd0t3JYmhwu3387Ccv09DQBkD+sFTMZhPBoPFBZtUl0yWgGmCsJgvnD+86y3q728fjf9sY+f988EQts6YXsHeXkYtoypQC9u6O5iV6b0Mx771XzJIl4xNeb3HuTErxw/mX8PG1vyegQ9jNkObaS2t4RDiI5qXWEVyRHAJlBctErLZZkfOVckDaL8C3AZQdHTgC7qORcodq5eJME/V+H1r7eLYpGPP6aZYgX8nYiCKcWsE8BQJ7owfYVw++gKofU0o5MOKFCcB5WusDfVylM9ajoEpr3dKDw07m96/qtP9klOnm1M71fDEEvPSP7ZGACqC8upmFKyfgbfejTIqLZOLyoFJ8tJrG5tg//WCGFfuUdLz+IP4k80fOyc3telK86J/yHWmMqhpGfZsbTRDzFFtMeZ7VhDuw39gIHMIcuAeTJXrHp7LNBFt46aJQA9rzOugGAJrVaMraN3Oy++mCvJfZXLsicnfp/VMrogEVQKgRsAEBUOmDd05VSCc+T9UZXl8pZQaeARYDV2qtN57mlH4pnhPVS4DjGL1KB4gO/90P7ANeOM3572JMGfxfpdQ9xA7/PdZVF2B4rlV6p93dZxYUA970GSNQKtqzbLGYOHS4hoZ6I9AK/Wk9M+eNlk+Xg8TMySNYuXA873xQDIDNZuZITQMNLcYb4db2SmZNzOXwAeOz2OrVUxg7Nv5rGorEeXzjNkrro/PkDuyZQt4k49+9BcU0687oZHLtxt10Lzr15wS0B4uyk2zNjpyrTBk0uO7heMvr+DERQAPRWSdOSxlXj3NS5rET1EFGOMpjk1SGWkHZQPtAN0OwBkyZCWy96OB+4AqMnqpMpdSNHcpatdbP90mtzlDcgiqtdUApdQ3wFPBih6KNwAqt9Sl7mrTW+5VSXwB+Abzfoehh4EvdnHY38L1uysQgNGlSPmvWzOX5F7bidFiZMDaXnVujGbZ3bS/lucffIyczCW+7jwWrJ5ORPURyzwxSt12/lLqAF63AYbPw/s6j0UKlGD13BF+9+2IcdivDcmVB3IFm7d6DMdtb9oeYXHolbW4/LqsPbo5NsXDYG+CNQ9cD4DJncPPY3+MwG2tBaq15s34jZW5jDla6NZNMk52QNtIouEMTebfuGDocSd1fPp7vDt8Xzcpundhh8nsA3XwvZD6N6mbZnAFLh4xHol/jzMwKP388/OjoGPD8uVWod8Q7pUIDRg/Vs8AHwDjgW8BzSqmLtNanWwPgBEYQ9ipQijE5/S6gPnydzn4FPNZp3wi6zoshBomUNCchoM3jp90be6efxax4/ndvUl9t3KK94tKZfOvXN3ZxFTFQvPrhATaXhOdNac2EEVkcPlEHgM1q5rarF5ObKYHzQPXV85Zx+1PPR7ZnZ+exbW90ntwLO65kzYw/ABDSZj50R+dFtQcb2FD9B1bn/RsB7ed421bK3NG1ARv99RSmzMNGHQozb9bPQnfIyb++0c+Dli9S7wvhCSq+P+pVOg4++v2H2VZ2Mf5QC6CYn/83HJa8uH8PBGitV/V1HeIhbkFVeMb+u8B/a63/t8P+D4G3gZuAR7o+G5RSS4GXgPla6+3h3c8rpZqB7ymlHus8aS18W2Zjp+uca1NEP9bU5Oavz0Vvoz5wqIpp0wrYF56sPKUoh73ro598172yg4s/tYDZS3uU1UP0M42tbv7yxrboDqXwmzTTJudjMikmjRwmAdUAt3JCEVdPncLxuiaUgooTzTHlD6xN54PG79Hm09htQabNeimm/Fj7Mb628zoAcu2ZOLAQIpr7zK6raPfvAWCyU/EOuZGeqixrFo8dqycYnk+Qa13E3cOj90MdV5NpD0T/3xTX/xfThz0Qx9aLwSaePVVXY6ST7zj0h9b6nXBgtJRTBFXA7UB5h4DqpBcxMq8uBgbcnQAivg4erKC9Pfa2+qlzRvGD/74Wh9PGWy9sjQmqzBYTeYVZvV1NESfJTjsjh6Vz4Hj0Nvj0dBdbDhtB9M4TVVy9aiZFeTLvZaCqbW7jtS0H8fiMQGj2yHwqG6L3Rk2Zks/rxdGeq3Gjl2FJC6/3p01U+aL/D6q89cxOm0Gtx0geOso5gnb/B5HyNPMWVufcwu4mhRkLVpVKUJdGyh87ocl0f5mmNvAEzCyZ+teYuta73yMY8mA2OeL3DegTvZBS4SxWVB4M4jlQnBt+jrkdJ7x2j5nTB3C5nc8NO7lQmGR/F8ybV8SCBWMi20lJdm64fjHpGUk4HFYu/uQCps2Pll/0yQUMHylB1UBlMZv49mfO52QHdEaKk70nohOP/YEgv3ju7b6pnIiLR9/YFAmoALYdK2fuuBFMHZXL9NF5HGptiDn+yXfsHGn8BPvrr+JYyxXU+2piyoepNu7IdHNnRiPLnI0feb2DDS62Vbv5sLqFNl+o07kZ/OxtxUMfaH6/JcCWo+fHlI9Mu20QBFQikeIZqJzsHrgO+FGH/VcASRhzrYDIUOFwoEJr3dTh/AuVUsu11h3nRF0ffu4wBiCGKqUUd999EWtf3YnDYWXsuFxSUhwx5d956Cbqa5qxO6xkye31/YIOHAX/dtAesM1DWXq+lNDUojzefeBO7FYLHp+fq3/0Z9wd5tJNLsw9xdmivyvIjP0bTXM52FtaiTscaM2YWUBtW3ukfMrkHNaeiA7RfXbyLOqDxtuDCVjhLMYUTvCZqfcy3DGPCo9RXuVdyge19ZFzdzZUMCezkOPN9diwMqw5j9JQ9Ebz36xL5purbqTNrQkGbcxfdUN8G99XQvRCSoXEXr6/6nFQpZT6TvjLyeHnzyillmGsNv0gxm2Qe4DvK6WKMCaqjwfuBMqITfz5ifD2Z4lONH8wvP2SUupBjInqKzGCqrVa6y0IAeTlpnHLLd0n2E/LTCItM6nbctG7tNbopq+BP7zQvGUKZD2HUj3/TOe0Gx3WLoeNb31qNV/5rZGhJcVp5+YL5sa9zqL3XL9sFi9t2ce+cA/k+GFZbO0w3Ld3TwVTx2fj94WwmhSHdWwqw+cPKRZmrSaoFZOS2rGGfhNTPsGeSmHG05hMDt6qbATWxpQH9ruoKzEyuueOjx28yXUm88ALZgLh5MIquJuvXLYMIbpzJj1VP+y0fWv4+RjwoNbap5RaDtyLkT3900ALRvb1b2mt6zkFrfUBpdRcjF6uzwB5QDnwM3q2mrUQoj/yvhkNqAACe9GtD4NtltFzZZ2KMve8t2nF9DG8+P3PYrdacNmtJDvt8a+z6DUWs4lHv3QNHr8fh9XKw69+EBNUOS0WGnY00e4x5k6NK8pmE9F5UEWuAl4sLgeMxeKuzl3CcMt7kXJryl3YrEbG/o8Xap4vPcj7NUbKhXEqj90l0eHk7YfKGT8qk+LaeszAaEca24PRZMOPvbWFTyyYxsic9Hh/G3pXP16mZqDrcVCltT7tbXVa6wbgq+HHqY57jI+mQiB8d9+1Pa2TEGIAMHWRO8r7KrrtV8bXtuWQ8egZ3blbONDf1ESMFKedlHBw/OXLFvP6toNUhCerT87OZkd1NMgq/1cTeRelENBB7GYLxbWNMdf64uapvPCxYaAcKMsYlDW6BJJSih/PvZKd9SdwmK3s3l/DQ0QnsqMhq81OVaUiGNJY02J7rjJTXAxLS45z68VgIpO/hRAJpWzz0c5rwR2+k8oyFQJ7ogf43gXPq+C8tG8qKPoVp93Ko3dfS2OrG7vNwp/+/kFMudYan2qnJehFB2FcShF1nuicq6k50zGlX9zt9fOcqeQVGIHW4pwxvLb9MAcrawEYm5nBrsPRPFZ7DpWTl5VCZaMR4H3xwoU4bIPgbVN6qhJmEPx2CCH6u4P6At5qqSAQ8rMgOYn55j2xB8hSIAOKLxDguj89S0VzC75AkCdvupZJufFbyLwgK42CLGMC+903rOK9nUdpbTdyR4+5IJ2NAWM2iVLQbKrDYbbgCQRINlu5a9aSHr+O1Wzm8yvn8+x7O9Fa41QWjhO929DnDzHKlYqlVeMNBHDorm5QFyJqkOXeF0L0NyEd5K2av1Dvq6Y50MDrjcdpM8+KHmBbjLIv6rP6iTP39LZd7K6ooq6tnRavl+++8gahBPVMZKUnccWiKUwfPowpw7JpdXhiytu8Hia866DwFRNZL4dormrv5kofpbXmyXe2sfVwGduOlLO1tJysVFekfFROOtsOllHd2EpTq4f/+eu6yLqTA9rJnqpEP4YgCaqEEAlV1r6fel9Zhz2K/b4ssEwG83iwTOqzuomz8/Ke2DzMuyuqqG5p6+boc1NR3cTfX9nG/uJKio9U438zhKXDWnxzK0bR0GAEUqGQ5me/ey1yt97pvH+wlF2l0RQKHn+AMbkZLCzIZ2F+Pvkpsdn6m9o8bCs+EYdWicFKhv+EEAk1wjWFUa7pHGvfBYACZlqLIRC+g6v9ENp5Gco6o+8qOQTsbyrjm9ufwBvyk2NP5dFFX8ZmOru3gLtWLOazT/0tsn3NrKnkpSZmAvdzL28lEIgGSTWHWlk1YTJtXj86CG0lsUvKlpbV0drmIb1Dj1N3po7IJSPZSUNruPdJa9rL3Rw5Zsyxykh34bJbI2uMjs3PYuWssXFqWR8KhYxHol9jCJKgSgiRUEopLsm/g7eq/oTV5GC8zY8l9IcOR2h0+9OoNAmqEul3h/5FpacRgAZfG0+UrOPWsavP6lpLx4zi31ct4XhDEw6rlS8smR/Hmsa6aOUU/vryVkLhZJUZGS62bCrHFzAWVp6QF7tiwrWXze1RQAWQluTgPz6+gh/9vzewWSyMTUnn4JbySHlDYztLlozDnmzDYbNw6cLJmE0ywCO6J0GVECLhsuwjuGbktwHQ2oeuexcCxZFy5fpMX1Vt0NJaQ/sT6FADDf4gm2pjl3N5t3rvWQdVAF9atvBcq9gjE8bk8pmrFvLOB8U4bBZcOU4q90fzVB2srGPJsjG0BwNgggtWTznF1T7KZjLjawngI0BloAWb1YzPH4yUX3/+bOZOGxm39vQPsvZfokhQJYToVUrZIPUH6JafgnKAdRbKOvn0J4oz430b3WLkbM4Arsm/jWfLGyPFt449r2/q1YWNVcf45qaXcQf8jEvN5vHVN2DqkLfs8zcs4/M3GJnMN+ws4f0OQVV6mpP3Kk7gDfdc/fa1jfz8pst69LqBYIjfvBRNFFrV0sbCKfns3GHMm5o/Y9QgDKhEIklQJYTodco2F5X1bF9XY9DSWqNbfxWz73OZz1LuvwkUJFscLM2e2DeV60Rrzc93vE1payMANZ42/nJoG58eP6fL45fOKOKChRPZsLMEu83MiNGZVB2LDtn9c/tBblwxm5mj80/72rXNbZTXNcfsc+U4ee2xO7HbLFgsgzSFguSpShgJqoQQYpBRSqGt0yCwL7LvSGgWZb5wfjAvfNAwl8VZ8/qkfsFQiKff3U6rx0crXrbVl8WU//PEgW6DKoBQqok6lx/wk9cp7slIdjJ+eHaP6pGXkcItF8zn0bVGglGl4I6PLyXJJUsfibMjQZUQQgxCKuVraO8bEKpHazPPNuQB0XlVfz76NHMzZmIzWXu9bmu3HuBnf38nsj3v/EI+bDke2b5z6tJuzy2urOXlbfsj21uPljNxeDbFFbWA5nPnz8dlt/W4LrddtIAkhxWbxUJeRgpjh2ed/iQhuiFBlRBCDELKlA45bwNmFBbSmh6A9mhQle8cjlX1/ltAMBTit2vfj9lXubmVyy6YjNNiZWRyOguGdT+PaWdpZezIkoJJy+tJNR/CF/LhLBgLzO1xfRw2C7dckLi7F/ulEKASPDw3NDMqSPJPIYQYrJRyoJQVpRS3jr4hplfqU4VrzmgR63gxm0yMz49d0mZhUSEPLPsEP1t0OXdOW3bK89fMm8KUEcMi22NH2Tmm9uAL+QB4sfxVytwV3Z0uREJJT5UQQgwBOY5s7p/5A7TW2Mw20qypfVaXb161io0HjtHu9WM2Kb58Sc/X6zObTPz3dRfzzr4SnFYL7szDvNEc7XUJ6iCHWo9Q4ByeiKoPDjqE1gnuSkr09fspCaqEEGKIyLb3j/lCuekpvPGDL2A2mbBZzGfcYzY2N4uxuUZbPMHJ7Ny1mRpvnXFt+zCWZvVODi0hOpOgSgghRK87k8nkp+Iw27l9zK182LAVm8nGjLRpWM5y+Z0hI6R7YU6VpFQQQgghBpzJqROYnDqhr6shhARVQgghxJAiyT8TRu7+E0IIIYSIA+mpEkIIIYYSHYKQ3P2XCNJTJYQQQggRB9JTJYQQQgwlMqcqYaSnSgghhBAiDqSnSgghhBhCdEijE7w4nx6ieaqkp0oIIYQQIg6kp0oIIYQYSmROVcJIT5UQQgghRBxIUCWEEEIIEQcy/CeEEEIMJSENyILKiSA9VUIIIYQQcSA9VUIIIcSQEuqFZWRkmRohhBBCCHGWpKdKCCGEGEJ0SKNVYuc8aUmpIIQQQgghzpb0VAkhhBBDidYkfM6T9FQJIYQQQoizJT1VQgghxBAic6oSR3qqhBBCCCHiQHqqhBBCiKFEh0j8nKqhmadqMAZVZoATJ070dT2EEEKIbnV4nzL35ut6cSd8lRov7sS+QD+lBtu4p1JqGfBuX9dDCCGE6KHlWuv1iX4RpVQmcAjISPRrhTUA47TW9b30en1uMAZVdmA+UAEE+7g6vWUERiC5HBhqXXTSdmm7tH1oGIztNgPDgc1aa29vvGA4sErtjdcCmodSQAWDcPgv/IuZ8Ii/P1FKnfzyhNb6aB9WpddJ2wFp+9E+rEqvG6ptH8TtPtybLxYOcoZUoNOb5O4/IYQQQog4kKBKCCGEECIOJKgSQgghhIgDCaoGh0bg++HnoaYRaXtj31ajTzQibW/s22r0ukaGZrvFADLo7v4TQgghhOgL0lMlhBBCCBEHElQJIYQQQsSBBFVCCCGEEHEgQVU/oJR6TCmlT/EoUEq5lFJ3KKVeU0pVKKValFJblVJfVEr1aN0opVSaUurnSqlipZRbKVWilPqdUio/0W08RZ16q+0FSqknlFK1Sql2pdRGpdSFiW7faep02raHj/svpdRmpVRd+Oe2Tyn1PaVU0hm81m3h8zxKqYNKqTsS17Ie1adX2q6U+rZS6gWlVGX4uvcltGE9q1PC266UKlRK3aeU2qSUagj/3r+llDov8S3stk690e5MpdSfwue0KKWawtf6jFLR7KFCJIpMVO8HlFKLgbGddwO/A45qracqpaYBO4E3gH8BzcBFwCeAP2itbzvNa5iA94BpwG+Ag8AE4MsYS/pM661lEjrVqzfang5sAzKB/wWqgE8CS4ELtdZvxq1BZ6AnbQ8ftxYoDj/cwEzgc8BG4GP6NH/ESqnbw9f8K/AaxjIfnwH+Q2t9f9wadAZ6se0a4+e9DbgY+L7W+r74teTM9UbblVJ3Aj8Dngc2YKyecRMwB7hJa/14HJvUI73U7tHA4xjL2ZRiLANzPrAG+KHW+rvxa5EQXdBay6MfPoBlGOuI/2d4OxuY2sVxfwgfV3Sa6y0MH3dHp/13hvd/rK/bnMC2fyN83IoO+0zAJmB7X7f3VG0/xXFfDR837zTHOYFa4PlO+5/ACE7T+rrNiWp7+NjR4ef08Dn39XU7e+nnPhXI7rTPDuzDCGD6vM2J+pl3c/6L4d931ddtlsfgfsjwX/91A8Y/kacAtNa1Wus9XRz39/DzpNNc7+QCmlWd9leGn91nU8kEiXfblwIVWut1J3dorUPAs8BMpdTEc69y3MS0/RSOhZ/TT3Pcx4AsjN7Jjh4CUoBLzrB+iRTvtqMHzhpxcW271nqP1rq20z4v8AowSinlPMt6xlvcf+anOD8JsJ7l+UL0yKBbUHkwUEpZMYan3uvBm0Je+Ln2lEfBFqAV+KFSqh44AEwEfgi8BXxw1hWOowS13U7XQWN7+HkOxvejT52q7eG5YxmADWMI90dAE/DhaS47O/zc+bgtQChc/vQ5VTwOEtT2AaGX256H8X/Ac7b1jZdEtlsp5QCSw48VwGeB9VprX7zqL0RXJKjqny7C6F148lQHKaVswN0Yq5xvOdWxWut6pdR1wCMYc5NO+gfwKa11f5lcF/e2YwRM5ymlRmitT3TYvzz83GcT9Ts5VdsnA7s6bB8ArtRaN57mmsMBrzZWpo/QWvuUUnUM7rYPFL3SdqXUOOAq4Ol+8veeyHZ/Dnigw/YbwC1nXkUhzowEVf3TDYAfY3jqVB7E+OdzSXg463SqMQKQ94C9wCzg6xhzk64/28rGWSLa/ijwReCvSqmvYgyBfgpjojsY8476g1O1vQS4AGMIY1H465QeXNMJdPfp3MPgbvtAkfC2K6VcGDcqtAH/edY1ja9Etvt5YD/GfMzLMD5cuM6hrkL0TF9P6pJH7AOju7oN+MdpjvsaxlyEb/bwumPC172y0/6bw9e5YLC2PXzONRjDhDr8qMAItDRw90Bpe4fjPwkEgZmnOe5BjJ6qrsqqgccHa9s7nZNOP5yo3kttN2NM1PYAK/u6zb3V7k7n/wbjbkBnX7ddHoP7IRPV+581GJ+ouh3+UkrdAvwUeEhr/ZMeXvcWjLlFr3Ta/2L4eemZVDJB1pCYtqO1fg5jqGsBsBgYBRwJFxefXXXjag2naXsnz2PMibruNMdVADalVGbHneHh0yyg/IxqmRhrSEzbB4I1JL7tj2D01tyktX7nTCqXQGvo3Z/5c0AhxvwqIRJGgqr+59MYE0lf7KpQKXUlxnDW/wPuOoPr5mLkhOn8Mz95N0x/GApOVNsBYx6R1nqz1nqjNiasng94MfL49LVTtr0LNoweiLTTHLc9/Dyv0/55GL8L2+l7iWr7QJDQtiulfo4xSfturfXphtR7U2//zE8Ocw+G3xnRj0lQ1Y8opXIw3uj/rrVu76J8BcadWuuAG3U3c4mUkYF8klIqu8Pugxg/72s7HX5yLtW2c63/uUhw27s6bjzG8N9juo8nPJ+q7UqpVKWUvYvTbsMIkrd0OLartr8J1GMkee3oSxhvaq/GoQlnLcFt79cS3Xal1NeA/wB+rLV+gH4ike0OX7srt2EM/2491/oLcSr9oXdCRH0K42fykS5xpdQojE91GqMr+9pOqy68p7U+OZy1ACNNwveB+8L7HsP4B/t7pdQ8jInqczDuktlJzz8xJkrC2q6UsgA7wueWYswv+2L462/GvylnrNu2Y/yM/qKUegYjMLZgJEy8BuMN4okOx36k7Vprt1LqXuAhpdSzGBnplwM3At/o64CSBLYdQCn1GYyhXkd41wql1HfCXz+gtW6KW0vOXMLarpT6BEZG9WJgn1Lqxk7X/7vWui1uLTkzifyZ36GUWgO8DBzFSMtwFUby499orQ/FtylCdNLXk7rkEX0A72PcmWbuomwV0UnWXT1u6eLY+zpdowD4PcZcIi/GfJr/A7IGc9sxeuieAY6H210K/JJ+kk38NG0fEf6ZFWNM7PUAezDyiyV38326r4vrfB7jbigvcAi4q6/b3RttB94+xe/N6MHadowg41R/M33W9gS3ezlGUuCTf+stGHc734pkU5dHLzxk7T8hhBBCiDiQOVVCCCGEEHEgQZUQQgghRBxIUCWEEEIIEQcSVAkhhBBCxIEEVUIIIYQQcSBBlRBCCCFEHEhQJYQQQggRBxJUCSGEEELEgQRVQgghhBBxIEGVEEIIIUQc/H8HY0TXBQikzgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('avg_realT_frac_osmT',\n", + " vmin=.5, vmax=15,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$T_{real}/T_{OSM}$'}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_frac_time_OSRM_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "77de6040-fa8c-4d05-aef6-4deeee07fba9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='avg_realT_frac_osmT',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(0,20)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_frac_time_OSRM_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "cbf7d028-8a18-4172-8b04-d0b000b1cef4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{REAL}_{HW} / t^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[2,20],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_frac_time_OSRM_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "decfb48d-0b36-4b25-8882-ea393ee98533", + "metadata": {}, + "source": [ + "As for the speed of commuting, we observe no clear signal in the congestion rate when we consider the single CBD." + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "4f8e4c65-0240-4f34-976e-8dc87b108eef", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$t^{REAL}_{HW} / t^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[2,20],\n", + " scatterkws={'alpha': .0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_frac_time_OSRM_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "6f9b3157-8d7d-43ed-968e-b2f32c0dfe07", + "metadata": {}, + "source": [ + "However, once the BD closest to user's workplace is consideres, a clear pattern emerges: BD are always congested resulting in slower commuting." + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "68435cb2-4a72-4fcf-8ea4-bbf2bfb48078", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$t^{REAL}_{HW} / t^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[2,20],\n", + " scatterkws={'alpha': .0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_real_frac_time_OSRM_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "f9187622-7ea0-447e-9f6b-9110f0564fe7", + "metadata": {}, + "source": [ + "### Avg. commute straight distance" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "32fc3005-e0b8-41bf-bbf4-12718a54e661", + "metadata": {}, + "outputs": [ + { + "data": { + 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('home_work_straight_dist_avg',\n", + " vmin=1., vmax=20,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$\\langle d_{HW}\\rangle_{\\rm area}$ [km]'})\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_straight_dist_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "3268d00a-e35d-4043-a97b-1a8032f64fbd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='home_work_straight_dist_avg',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(1.,20)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_straight_dist_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "a96fa987-6ae6-485c-945d-f6460d534e99", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_straight_dist_avg',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{STRAIGHT}_{HW}$ [km]',\n", + " xlim=[0,80],\n", + " ylim=[2,20],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_straight_dist_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "c7646ceb-4c0c-4680-937b-73b57b64d2f3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='home_work_straight_dist',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{STRAIGHT}_{HW}$ [km]',\n", + " xlim=[0,60],\n", + " ylim=[0,45],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_straight_dist_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "97516623-4191-4ab3-afd1-a899ee245831", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='home_work_straight_dist',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$d^{STRAIGHT}_{HW}$ [km]',\n", + " xlim=[0,60],\n", + " ylim=[0,45],\n", + " scatterkws={'alpha':0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_time_straight_dist_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "09779c9e-98c6-41b5-8e4a-897d9ff96bb2", + "metadata": {}, + "source": [ + "### Real distance / straight distance " + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "87428943-9367-4887-801a-64fb31701edb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10,10))\n", + "tmp_df_stat.plot('avg_realD_frac_osmD',\n", + " vmin=.4, vmax=.8,\n", + " ax=ax, legend=True,\n", + " legend_kwds={'label': r'$d_{real}/d_{OSM}$'}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_real_frac_dist_OSRM_map.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "1833fda8-3ab1-453b-8dc2-a5fe588dc530", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# The same analysis with a 2-degree interpolating line...\n", + "sns.regplot(\n", + " x='cbd_dist',\n", + " y='avg_realD_frac_osmD',\n", + " data=tmp_df_stat,\n", + " line_kws={'color': 'C1'},\n", + " scatter_kws={'alpha':.05},\n", + " order=1,\n", + ")\n", + "plt.ylim(.5,.85)\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_real_frac_dist_OSRM_scatter.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "82ad63f3-a7dd-4ac1-91e9-421bc6aaff82", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = gdf_aoi_grid_landuse_trip_stats.query('rog_home_count > 20')\\\n", + " .copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{REAL}_{HW} / d^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[.5,.85],\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_real_frac_dist_OSRM_scatterLine.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "id": "93d4dc72-89a5-4da9-96db-9e28aae434df", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='cbd_dist',\n", + " x_line='cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " xlabel='CBD [km]',\n", + " ylabel=r'$d^{REAL}_{HW} / d^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[.6,.9],\n", + " scatterkws={'alpha': 0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_real_frac_dist_OSRM_scatterLine_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "id": "5aa62a2b-9717-4d8f-8217-0497afe31057", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tmp_data = cleaned_user_stats_table_df.copy(deep=True)\n", + "\n", + "fig, ax = compareLinePlot(\n", + " data=tmp_data,\n", + " x_scatter='closest_cbd_dist',\n", + " x_line='closest_cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " xlabel='BD closest to workplace [km]',\n", + " ylabel=r'$d^{REAL}_{HW} / d^{OSRM}_{HW}$',\n", + " xlim=[0,80],\n", + " ylim=[.6,.9],\n", + " scatterkws={'alpha': 0}\n", + " )\n", + "plt.savefig(os.path.join(OUT_DIR_FIG, 'home_work_dist_real_frac_dist_OSRM_scatterLine_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "id": "26caba6f-869f-411a-a61c-4471211a77be", + "metadata": {}, + "outputs": [], + "source": [ + "pd.to_pickle(user_stats_table_df,\n", + " os.path.join(OUT_DIR, 'user_stats_table_df.pkl'))\n", + "pd.to_pickle(cleaned_user_stats_table_df,\n", + " os.path.join(OUT_DIR, 'cleaned_user_stats_table_df.pkl'))" + ] + }, + { + "cell_type": "markdown", + "id": "b01026bd-c6c4-46d6-b9a7-6ac2741caf31", + "metadata": {}, + "source": [ + "## Supplementary info\n", + "\n", + "### Alternative way for home and work location\n", + "By looking at the single pings." + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "id": "9da9e62e-9160-4499-ba2d-507f0e68ab9c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Dask DataFrame Structure:
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Dask Name: _determine_home_work_user, 23885 tasks
" + ], + "text/plain": [ + "Dask DataFrame Structure:\n", + " tot_pings home_tile_ID lat_home lng_home home_pings work_tile_ID lat_work lng_work work_pings\n", + "npartitions=200 \n", + " int64 int64 float64 float64 int64 int64 float64 float64 int64\n", + " ... ... ... ... ... ... ... ... ...\n", + "... ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ...\n", + " ... ... ... ... ... ... ... ... ...\n", + "Dask Name: determine_home_work_user, 23885 tasks" + ] + }, + "execution_count": 156, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dd_dayNight_pings = mk.stats.userHomeWork(exploded_stops_df,\n", + " homeHours=homeHours,\n", + " workHours=workHours)\n", + "df_hw_locs = mk.stats.userHomeWorkLocation(dd_dayNight_pings, force_different=True)\n", + "df_hw_locs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c91647d8-1075-4412-95fa-cfce94d71ff0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/examples/USS02_CityComparison.ipynb b/docs/examples/USS02_CityComparison.ipynb new file mode 100644 index 0000000..2630de2 --- /dev/null +++ b/docs/examples/USS02_CityComparison.ipynb @@ -0,0 +1,3704 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "59b2c5e4-4aae-4b66-a644-01a947f9c358", + "metadata": {}, + "source": [ + "# Urban spatial structure: cities comparison\n", + "\n", + "In this notebook we show the comparison of all the analyzed cities.\n", + "\n", + "Specifically we start by loading the users statistics and figures on stops and pois and we later focus on spatial structure.\n", + "\n", + "**Note on data**\n", + "\n", + "The data used in this notebook have been provided by [Quadrant](https://www.quadrant.io/) within the **Resilient Urban Planning Analysis Using Smartphone Location Data** project of the The World Bank / Global Facility for Disaster Reduction and Recovery ([GFDRR](https://www.gfdrr.org/en)) - contract number 7204724.\n", + "\n", + "[Quadrant](https://www.quadrant.io/) (An Appen Company) is a global leader in mobile location data, POI data, and corresponding compliance services. Quadrant provides anonymised location data and location-based business solutions that are fit for purpose, authentic, easy to use, and simple to organise. We offer data for almost all countries in the world, with hundreds of millions of unique devices and tens of billions of events per month, allowing our clients to perform location analyses, derive location-based intelligence, and make well-informed business decisions. Our data is gathered directly from first party opt-in mobile devices through a server-to-server integration with trusted publisher partners, delivering genuine and reliable raw GPS data unlike other location data sources relying heavily on Bidstream. Our consent management platform, QCMP, ensures that our data is compliant with applicable consent and opt-out provisions of data privacy laws governing the collection and use of location data." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "21c1776a-6588-4374-8833-3ac6dac4952f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2022.04.1'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%matplotlib inline\n", + "import pandas as pd\n", + "import numpy as np\n", + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "from datetime import datetime\n", + "import sys\n", + "import os\n", + "from shutil import rmtree\n", + "from dask.distributed import Client\n", + "from dask import dataframe as dd\n", + "import dask\n", + "import seaborn as sns\n", + "import statsmodels.api as sm\n", + "import pytz\n", + "import psutil\n", + "import multiprocessing\n", + "sns.set_context('notebook', font_scale=1.5)\n", + "\n", + "dask.__version__" + ] + }, + { + "cell_type": "markdown", + "id": "ed22e60d-00d9-4255-937b-05a0280bd0d7", + "metadata": {}, + "source": [ + "We also import `mobilkit` as `mk` to gain access to all the librarie's capabilities.\n", + "We import some constant names of columns from the `dask_schemas` submodule as they will be useful later on." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f8f70691-0df4-4143-b2e9-77c9b72d3be7", + "metadata": {}, + "outputs": [], + "source": [ + "import mobilkit as mk\n", + "from mobilkit.spatial import haversine_pairwise\n", + "from mobilkit.dask_schemas import (latColName, lonColName,\n", + " uidColName, zidColName,\n", + " accColName, utcColName,\n", + " dttColName, durColName,\n", + " locColName, ldtColName,\n", + " medLatColName, medLonColName)\n", + "from mobilkit.viz import compareLinePlot" + ] + }, + { + "cell_type": "markdown", + "id": "094c4fb2-b04a-4403-84ca-6a03e445c1f3", + "metadata": {}, + "source": [ + "## Configuration\n", + "\n", + "We start defining the cities to be loaded, where the data are and some auxiliary information for each city." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e3cae0e6-0586-47a2-b555-3aa8f869710d", + "metadata": {}, + "outputs": [], + "source": [ + "ROOT_IN_FOLDER = '/mnt/data/resilience_analyses'\n", + "OUT_FOLDER = '/mnt/data/resilience_analyses/comparison'\n", + "\n", + "DATA_CITIES = {}" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c1bff01a-038e-444f-9baf-acca82e7333d", + "metadata": {}, + "outputs": [], + "source": [ + "DATA_CITIES['mumbai'] = {\n", + " 'name': 'Mumbai',\n", + " 'population': 25632800,\n", + " 'aoi_radius_km': 60,\n", + " 'to_do': True,\n", + "}\n", + "\n", + "DATA_CITIES['ankara'] = {\n", + " 'name': 'Ankara',\n", + " 'population': 5841050,\n", + " 'aoi_radius_km': 30,\n", + " 'to_do': True,\n", + "}\n", + "\n", + "DATA_CITIES['riyadh'] = {\n", + " 'name': 'Riyadh',\n", + " 'population': 6623460,\n", + " 'aoi_radius_km': 40,\n", + " 'to_do': True,\n", + "}\n", + "\n", + "DATA_CITIES['rio_de_janeiro'] = {\n", + " 'name': 'Rio de Janeiro',\n", + " 'population': 12545800,\n", + " 'aoi_radius_km': 50,\n", + " 'to_do': True,\n", + "}\n", + "\n", + "DATA_CITIES['doha'] = {\n", + " 'name': 'Doha',\n", + " 'population': 2409370,\n", + " 'aoi_radius_km': 35,\n", + " 'to_do': True,\n", + "}\n", + "\n", + "DATA_CITIES['dhaka'] = {\n", + " 'name': 'Dhaka',\n", + " 'population': 32033100,\n", + " 'aoi_radius_km': 40,\n", + " 'to_do': False,\n", + "}\n", + "\n", + "DATA_CITIES['bogota'] = {\n", + " 'name': 'Bogota',\n", + " 'population': 10056200,\n", + " 'aoi_radius_km': 30,\n", + " 'to_do': False,\n", + "}\n", + "\n", + "DATA_CITIES['buenos_aires'] = {\n", + " 'name': 'Buenos Aires',\n", + " 'population': 16877600,\n", + " 'aoi_radius_km': 50,\n", + " 'to_do': False,\n", + "}\n", + "\n", + "DATA_CITIES['ho_chi_minh'] = {\n", + " 'name': 'Ho Chi Minh',\n", + " 'population': 16431400,\n", + " 'aoi_radius_km': 45,\n", + " 'to_do': False,\n", + "}\n", + "\n", + "DATA_CITIES['johannesburg'] = {\n", + " 'name': 'Johannesburg',\n", + " 'population': 13609300,\n", + " 'aoi_radius_km': 45,\n", + " 'to_do': False,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6465ca61-01f4-4045-8d42-d17adf46472c", + "metadata": {}, + "outputs": [], + "source": [ + "os.makedirs(OUT_FOLDER, exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a40f718c-9096-4889-a48b-d9a8d415e9db", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "343a0bc3-0098-426d-8e0d-4f42902f2c2a", + "metadata": {}, + "source": [ + "## Create _Dask_ client\n", + "\n", + "Here we create and connect to a dask client.\n", + "We just specify where we want Dask to store tmp files (the `tmp_dask_dir`) and the memory limit per worker." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "dd1f3fe0-eec4-4801-8dda-7f91357a871a", + "metadata": {}, + "outputs": [], + "source": [ + "tmp_dask_dir = '/mnt/dask_workplace/'\n", + "dask.config.set({'temporary_directory': tmp_dask_dir})\n", + "os.environ[\"DASK_TEMPORARY_DIRECTORY\"] = tmp_dask_dir" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "44618050-438b-40e9-b852-37c915ccf15f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2022-05-18 10:23:50,377 - distributed.diskutils - INFO - Found stale lock file and directory '/mnt/dask_workplace/dask-worker-space/worker-p24zfk__', purging\n" + ] + }, + { + "data": { + "text/html": [ + "
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Worker: 11

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Worker: 12

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Worker: 13

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Worker: 14

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Worker: 15

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Worker: 16

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Worker: 17

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Worker: 18

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Worker: 19

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Worker: 20

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Worker: 21

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Worker: 22

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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "n_proc = int(multiprocessing.cpu_count() / 2) - 1\n", + "mem_per_proc = psutil.virtual_memory().total * 1.3 / 1e9 / n_proc\n", + "client = Client(\n", + " memory_limit='%.01fG'%mem_per_proc,\n", + " n_workers=n_proc,\n", + " threads_per_worker=2\n", + " )\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "e8e6ce8a-9c5a-4725-8257-84557a9e5c1e", + "metadata": {}, + "source": [ + "## Load the needed data" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "66ccddad-fce7-4cf0-963d-e18a0575a035", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mumbai\n", + "Ankara\n", + "Riyadh\n", + "Rio de Janeiro\n", + "Doha\n", + "Dhaka\n", + "Bogota\n", + "Buenos Aires\n", + "Ho Chi Minh\n", + "Johannesburg\n" + ] + } + ], + "source": [ + "for city, data in DATA_CITIES.items():\n", + " print(data['name'])\n", + " path_users_stats = os.path.join(ROOT_IN_FOLDER, city, 'users_stats.pkl')\n", + " data['users_stats_df'] = pd.read_pickle(path_users_stats)\n", + " \n", + " \n", + "\n", + " path_users_stop_locs = os.path.join(ROOT_IN_FOLDER, city, 'users_stop_locs_df')\n", + " users_stop_locs_df = dd.read_parquet(path_users_stop_locs)\n", + " n_locs = users_stop_locs_df.shape[0].compute()\n", + " data['number_of_locations'] = n_locs\n", + " \n", + " path_user_locs_stats_hw_separated = os.path.join(ROOT_IN_FOLDER, city,\n", + " 'user_locs_stats_hw_separated.pkl')\n", + " data['user_locs_stats_hw_separated'] = pd.read_pickle(path_user_locs_stats_hw_separated)\n", + " \n", + " path_df_hw_locs_pd = os.path.join(ROOT_IN_FOLDER, city,\n", + " 'df_hw_locs_pd.pkl')\n", + " data['df_hw_locs_pd'] = pd.read_pickle(path_df_hw_locs_pd)\n", + " \n", + " \n", + " data['user_stats_table_df'] = pd.read_pickle(os.path.join(ROOT_IN_FOLDER, city,\n", + " 'user_stats_table_df.pkl'))\n", + " data['cleaned_user_stats_table_df'] = pd.read_pickle(os.path.join(ROOT_IN_FOLDER, city,\n", + " 'cleaned_user_stats_table_df.pkl'))\n", + " \n", + " data['out_df_hw_locs'] = pd.read_pickle(os.path.join(ROOT_IN_FOLDER, city, 'out_df_hw_locs.pkl'))\n", + " data['df_cnt_hw_locs'] = pd.read_pickle(os.path.join(ROOT_IN_FOLDER, city, 'out_df_cnt_hw_locs.pkl'))\n", + " \n", + " \n", + " data['gdf'] = gpd.read_file(os.path.join(ROOT_IN_FOLDER, city,\n", + " 'gdf_landuse_rog.gpkg'))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "22f11ed9-d843-4a23-9b66-aab3e9745796", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mumbai 3346701.6 6.592426995706759\n", + "ankara 1020145.9333333333 8.223536963944412\n", + "riyadh 2967286.466666667 8.364091005227968\n", + "rio_de_janeiro 1758042.0 11.443970860967202\n", + "doha 374636.1 5.211704756022236\n", + "dhaka 526990.8 4.819173879804474\n", + "bogota 2400355.9032258065 11.383109358480972\n", + "buenos_aires 5114443.354838709 9.892531696796421\n", + "ho_chi_minh 5200092.433333334 15.6421293813728\n", + "johannesburg 431136.8 3.4879473430436314\n" + ] + } + ], + "source": [ + "for city, data in DATA_CITIES.items():\n", + " tmp_stats = data['users_stats_df']\n", + " tot_pings = tmp_stats['pings'].sum()\n", + " avg_pings_per_user_per_day = np.mean([v for pp in tmp_stats['pingsPerDay'].values for v in pp])\n", + " n_days = (tmp_stats['max_day'].max() - tmp_stats['min_day'].min()).days\n", + " avg_pings_per_day = tot_pings / n_days\n", + " data['avg_pings_per_day'] = avg_pings_per_day\n", + " data['avg_pings_per_user_per_day'] = avg_pings_per_user_per_day\n", + " \n", + " print(city, avg_pings_per_day, avg_pings_per_user_per_day)" + ] + }, + { + "cell_type": "markdown", + "id": "0d4ef53b-a3ab-415e-b9fa-24182c081edd", + "metadata": {}, + "source": [ + "### Check representativeness with statistical requirements\n", + "\n", + "We sort the cities by the ratio of the observed monhly users over the city's population.\n", + "We check how this ratio decreases as we increase the minimum number of required pings.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "6f9f7955-03f8-4502-bd9d-3582885a09a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
CityMin pingsN usersN pingsMAU % pop.Good data
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [City, Min pings, N users, N pings, MAU % pop., Good data]\n", + "Index: []" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mau = []\n", + "for city, data in DATA_CITIES.items():\n", + " tmp_stats = data['users_stats_df']\n", + " \n", + " for thres in [0,10,20,50,100]:\n", + " tmp_df = tmp_stats.query('pings>=@thres')\n", + " tmp_n = tmp_df.shape[0]\n", + " tmp_p = tmp_df['pings'].sum()\n", + " \n", + " df_mau.append([data['name'], thres, tmp_n, tmp_p,\n", + " tmp_n / data['population']*100., data['to_do']])\n", + "df_mau = pd.DataFrame(df_mau, columns=['City', 'Min pings', 'N users', 'N pings', 'MAU % pop.', 'Good data'])\n", + "df_mau.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f7d0b1ab-f5b7-406a-884f-0750cd6f3760", + "metadata": {}, + "outputs": [], + "source": [ + "city_order = sorted(list(df_mau['City'].unique()))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "f99284a3-7dd4-42a0-9acc-f8cd2c37a042", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "g = sns.lineplot(x='Min pings',\n", + " y='MAU % pop.',\n", + " hue='City',\n", + " hue_order=city_order,\n", + " # style='Good data',\n", + " # style_order=[True,False],\n", + " data=df_mau,\n", + " )\n", + "plt.semilogy()\n", + "plt.title('MAU by minimum raw pings')\n", + "\n", + "# Put the legend out of the figure\n", + "g.legend(loc='center left',\n", + " title='City',\n", + " bbox_to_anchor=(1, 0.5))\n", + "plt.savefig(os.path.join(OUT_FOLDER, 'mau_users_min_pings.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "aeb8a086-198c-4dc5-a4a1-416618f8f132", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CityMAU % pop.
1Mumbai3.903885
6Ankara3.279650
11Riyadh10.101880
16Rio de Janeiro2.299128
21Doha5.172929
26Dhaka0.566093
31Bogota4.214564
36Buenos Aires7.519973
41Ho Chi Minh4.818226
46Johannesburg1.548008
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" + ], + "text/plain": [ + " City MAU % pop.\n", + "1 Mumbai 3.903885\n", + "6 Ankara 3.279650\n", + "11 Riyadh 10.101880\n", + "16 Rio de Janeiro 2.299128\n", + "21 Doha 5.172929\n", + "26 Dhaka 0.566093\n", + "31 Bogota 4.214564\n", + "36 Buenos Aires 7.519973\n", + "41 Ho Chi Minh 4.818226\n", + "46 Johannesburg 1.548008" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mau[df_mau['Min pings']==10][['City','MAU % pop.']]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "10ab472d-c6c1-4846-b36c-5bafd86ad9aa", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a6be5793-55f0-4d06-8e27-bd323399a426", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CityMAU % pop.MAU with home % pop.MAU with work % pop.delta_countdelta_durationhome_work_same_area_usershome_work_same_area_users_fracn_daysn_hoursn_userstot_durationwith_home_userswith_work_users
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [City, MAU % pop., MAU with home % pop., MAU with work % pop., delta_count, delta_duration, home_work_same_area_users, home_work_same_area_users_frac, n_days, n_hours, n_users, tot_duration, with_home_users, with_work_users]\n", + "Index: []" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mau_homeWork = None\n", + "for city, data in DATA_CITIES.items():\n", + " tmp_stats = data['df_cnt_hw_locs']\n", + " tmp_min_days = tmp_stats['n_days'].min()\n", + " \n", + " tmp_df = tmp_stats.query('n_days ==%d & n_hours == 10' % max(tmp_min_days, 4)).copy(deep=True)\n", + " tmp_df['City'] = data['name']\n", + " tmp_df['MAU % pop.'] = tmp_df['n_users'] / data['population'] * 100\n", + " tmp_df['MAU with home % pop.'] = tmp_df['with_home_users'] / data['population'] * 100\n", + " tmp_df['MAU with work % pop.'] = tmp_df['with_work_users'] / data['population'] * 100\n", + " \n", + " df_mau_homeWork = pd.concat((tmp_df, df_mau_homeWork),\n", + " sort=True, ignore_index=True)\n", + "df_mau_homeWork.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1795705b-a0ba-43a6-8d36-600830542a77", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "cd6d8174-1e31-40ab-ac46-2a7e744235e9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(6,4))\n", + "sns.lineplot(x='delta_duration', y='MAU % pop.',\n", + " data=df_mau_homeWork,\n", + " hue='City',\n", + " hue_order=city_order,\n", + " )\n", + "# plt.semilogy()\n", + "plt.legend(loc=2, bbox_to_anchor=[1,1], title='City',)\n", + "plt.xlabel(r\"$\\delta_h$\")\n", + "plt.ylabel(\"% of population\")\n", + "plt.title('Users with home and work location % pop')\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'mau_users_with_home_work.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "487e9658-4732-4f8a-867b-b0908f9214c2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(6,4))\n", + "sns.lineplot(x='delta_duration', y='MAU with home % pop.',\n", + " data=df_mau_homeWork,\n", + " hue='City',\n", + " hue_order=city_order,\n", + " )\n", + "# plt.semilogy()\n", + "plt.legend(loc=2, bbox_to_anchor=[1,1], title='City',)\n", + "plt.xlabel(r\"$\\delta_h$\")\n", + "plt.ylabel(\"% of population\")\n", + "plt.title('Users with home location % pop')\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'mau_users_with_home.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "aff7e39e-1a5f-4040-8630-39152a692b26", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + "Empty GeoDataFrame\n", + "Columns: [City, avg_realD_frac_osmD, avg_realT_frac_osmT, bottom, cbd_dist, cbd_dist_bin, cbd_dist_bin_norm, cbd_dist_norm, cluster, geometry, home_work_osrm_dist_avg, home_work_osrm_dist_max, home_work_osrm_dist_min, home_work_osrm_dist_std, home_work_osrm_time_avg, home_work_osrm_time_max, home_work_osrm_time_min, home_work_osrm_time_std, home_work_ratio, home_work_straight_dist_avg, home_work_straight_dist_max, home_work_straight_dist_min, home_work_straight_dist_std, id, left, nUsers, n_homes, n_works, right, rog_count, rog_home_count, rog_home_max, rog_home_mean, rog_home_min, rog_home_std, rog_max, rog_mean, rog_min, rog_std, rog_total_count, rog_total_max, rog_total_mean, rog_total_min, rog_total_std, scope, speed_trips_hw_avg, speed_trips_hw_max, speed_trips_hw_min, speed_trips_hw_std, speed_trips_wh_avg, speed_trips_wh_max, speed_trips_wh_min, speed_trips_wh_std, tile_ID, time_trips_hw_avg, time_trips_hw_max, time_trips_hw_min, time_trips_hw_std, time_trips_wh_avg, time_trips_wh_max, time_trips_wh_min, time_trips_wh_std, top, ttd_count, ttd_max, ttd_mean, ttd_min, ttd_std, work_home_osrm_dist_avg, work_home_osrm_dist_max, work_home_osrm_dist_min, work_home_osrm_dist_std, work_home_osrm_time_avg, work_home_osrm_time_max, work_home_osrm_time_min, work_home_osrm_time_std]\n", + "Index: []\n", + "\n", + "[0 rows x 76 columns]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_spatial_areas = None\n", + "for city, data in DATA_CITIES.items():\n", + " if not data['to_do']: continue\n", + " \n", + " tmp_df = data['gdf'].query('rog_home_count >= @min_count_per_area').copy(deep=True)\n", + " tmp_df['City'] = data['name']\n", + " tmp_df['cbd_dist_norm'] = tmp_df['cbd_dist'] / data['aoi_radius_km']\n", + " tmp_df['cbd_dist_bin_norm'] = np.round(tmp_df['cbd_dist_norm'], decimals=1)\n", + "\n", + " df_spatial_areas = pd.concat((tmp_df, df_spatial_areas),\n", + " sort=True, ignore_index=True)\n", + "df_spatial_areas.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "2e7b3382-2527-4c62-8291-6f8857658930", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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0 rows × 49 columns

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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [City, aoi_radius_km, avg, avg_realD_frac_osmD, avg_realT_frac_osmT, cbd_dist, cbd_dist_bin, cbd_dist_bin_norm, cbd_dist_norm, closest_cbd_dist, closest_cbd_dist_bin, closest_cbd_dist_bin_norm, closest_cbd_dist_norm, closest_cbd_idx, com_home_lat, com_home_lng, com_total_lat, com_total_lng, daysActive, daysSpanned, home_loc_ID, home_pings, home_work_osrm_dist, home_work_osrm_dist_km, home_work_osrm_time, home_work_osrm_time_h, home_work_straight_dist, lat_home, lat_work, lng_home, lng_work, max_day, min_day, n_pings, pings, pingsPerDay, rog, rog_home, rog_total, speed_trips_hw, speed_trips_wh, time_trips_hw, time_trips_wh, tot_pings, ttd, work_home_osrm_dist, work_home_osrm_time, work_loc_ID, work_pings]\n", + "Index: []\n", + "\n", + "[0 rows x 49 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_spatial_users = None\n", + "for city, data in DATA_CITIES.items():\n", + " if not data['to_do']: continue\n", + " \n", + " tmp_df = data['cleaned_user_stats_table_df'].copy(deep=True)\n", + " tmp_df['City'] = data['name']\n", + " \n", + " tmp_df['aoi_radius_km'] = data['aoi_radius_km']\n", + " \n", + " tmp_df['cbd_dist_norm'] = tmp_df['cbd_dist'] / tmp_df['aoi_radius_km']\n", + " tmp_df['cbd_dist_bin_norm'] = np.round(tmp_df['cbd_dist_norm'], decimals=1)\n", + " \n", + " tmp_df['closest_cbd_dist_norm'] = tmp_df['closest_cbd_dist'] / tmp_df['aoi_radius_km']\n", + " tmp_df['closest_cbd_dist_bin_norm'] = np.round(tmp_df['closest_cbd_dist_norm'], decimals=1)\n", + "\n", + " df_spatial_users = pd.concat((tmp_df, df_spatial_users),\n", + " sort=True, ignore_index=True)\n", + "df_spatial_users.head(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "9eb2dc39-f0bd-4a7d-9cc5-028cd4633f4c", + "metadata": {}, + "outputs": [], + "source": [ + "city_todo_order = sorted(list(df_spatial_areas['City'].unique()))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "6836189e-0048-4214-85f5-417af2e13cc1", + "metadata": {}, + "outputs": [], + "source": [ + "def plotLines(\n", + " x, y, data,\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " figsize=(12,5),\n", + " xlabel='ylabel',\n", + " ylabel='xlabel',\n", + " title=None,\n", + " xlim=None,\n", + " ylim=None,\n", + " kwargs_leg={},\n", + " tight=True,\n", + " **kwargs,\n", + "):\n", + " fig, ax = plt.subplots(1,1,figsize=figsize)\n", + " g = sns.lineplot(data=data,\n", + " x=x,\n", + " y=y,\n", + " hue=hue,\n", + " hue_order=hue_order,\n", + " ax=ax,\n", + " **kwargs\n", + " )\n", + " g.legend(loc=2, bbox_to_anchor=[1,1], title=hue, **kwargs_leg)\n", + " \n", + " ax.set_title(title)\n", + " ax.set_xlabel(xlabel)\n", + " ax.set_ylabel(ylabel)\n", + " \n", + " if xlim:\n", + " ax.set_xlim(xlim)\n", + " if ylim:\n", + " ax.set_ylim(ylim)\n", + " if tight:\n", + " fig.tight_layout()\n", + " return fig, ax" + ] + }, + { + "cell_type": "markdown", + "id": "1099ce52-1d00-42bf-a779-478715be9c06", + "metadata": {}, + "source": [ + "### Radius of Gyration (ROG) vs. distance to Central Business District\n", + "\n", + "In this first plot we observe that Doha and Riyadh display a strong monocentric pattern, whereas the other cities feature a non-monotonic increase of the ROG (centered on the users' homes) as we move away from the CBD. " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "ee94b3dc-ae50-48ac-88e3-169776fcc257", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='rog_home_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per area $ROG_{home}$ vs. distance to CBD'\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "a596514d-8f77-4912-bb02-4793617d9e14", + "metadata": {}, + "source": [ + "The same holds if we normalize the distance from the CBD by the city's radius." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "79c75c0b-e0cc-41cc-8a62-f9b65ba6fe49", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='rog_home_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per area $ROG_{home}$ vs. normalized distance to CBD'\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "0f17013c-71c0-4603-837b-79f0326a3cd3", + "metadata": {}, + "source": [ + "The same holds if we measure the ROG with respect to the user's baricenter. " + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "2522d880-733d-473b-8913-ebad5b614296", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='rog_total_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{total}$ (km)',\n", + " # title=r'Per area $ROG_{total}$ vs. distance to CBD'\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_total_month_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "140d2dc9-8ce6-4ea7-87e3-4bf61dda396c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='rog_home',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per user $ROG_{home}$ vs. home distance to CBD',\n", + " ylim=(0,40),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "56b32f73-4d80-423b-b68b-fdb43851fe23", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='rog_total',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{total}$ (km)',\n", + " # title=r'Per user $ROG_{total}$ vs. home distance to CBD',\n", + " ylim=(0,40),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_total_month_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "f5816565-c65e-4056-ab57-33cce4fd4d5b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin_norm',\n", + " y='rog_home',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users normalized home distance to CBD (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per user $ROG_{home}$ vs. normalized home distance to CBD',\n", + " ylim=(0,50),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_user_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "704d9c8b-317b-4418-a77e-5df6e29dfe31", + "metadata": {}, + "source": [ + "### Radius of Gyration (ROG) vs. distance to Business District closest to workplace\n", + "\n", + "If we instead compte the average ROG for users with the home at a given distance from the BD closest to the user's workplace, all the cities collapse on a single curve: the new definition of distance from user-dependent BD instead of the unique CBD cancels out the polycentric structure of the city and all the signals lie on a single, monotonically increasing line. " + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "19303871-56c0-4d3d-8d6f-3d59082a47af", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='rog_home',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users home distance to BD closest to work (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per user $ROG_{home}$ vs. home distance to BD closest to workplace',\n", + " xlim=[0,80],\n", + " ylim=(0,60),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "f8c3d5da-2f5e-45a5-a7e0-50248b0523b1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin_norm',\n", + " y='rog_home',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users normalized home distance to BD closest to work (km)',\n", + " ylabel=r'Monthly $ROG_{home}$ (km)',\n", + " # title=r'Per user $ROG_{home}$ vs. normalized home distance to BD closest to workplace',\n", + " xlim=[0,1.5],\n", + " ylim=(0,60),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_home_month_user_cbd_closest_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "d06746eb-58f9-4eb8-a784-91b117691f97", + "metadata": {}, + "source": [ + "### Daily Radius of Gyration (ROG) vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "bab97abe-8e51-468e-9636-98756784f1c8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='rog_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel=r'Daily $ROG$ (km)',\n", + " # title=r'Per area $ROG$ vs. distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(0,7),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_daily_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "30deb7ae-4d07-43a7-9cf3-a092caf6ed1d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='rog_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel=r'Daily $ROG$ [km]',\n", + " # title=r'Per area $ROG$ vs. normalized distance to CBD',\n", + " ylim=(0,7),\n", + " xlim=[0,1.5]\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_daily_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "dd1a43a4-e94f-4f36-a9ff-dda66d51aae2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='rog',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users home distance to BD closest to work (km)',\n", + " ylabel=r'Daily $ROG$ (km)',\n", + " # title=r'Per user $ROG$ vs. home distance to BD closest to workplace',\n", + " ylim=(0,20),\n", + " xlim=[0,80],\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_daily_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "b1c0cdf8-4ba5-402a-80a4-7e21118bada6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin_norm',\n", + " y='rog',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users normalized home distance to BD closest to work (km)',\n", + " ylabel=r'Daily $ROG$ (km)',\n", + " # title=r'Per user daily $ROG$ vs. normalized home distance to BD closest to workplace',\n", + " xlim=[0,1.5],\n", + " ylim=(0,20),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'rog_daily_user_cbd_closest_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "e3b3fe66-8149-4d7f-bea2-4e484594b0af", + "metadata": {}, + "source": [ + "### Total Traveled Distance (TTD) vs. distance to Central Business District\n", + "\n", + "For this and the next indicators we observe the same behavior.\n", + "We simply reports all the plots to display the insights gained with the spatial structure analyses of the previous notebook." + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "9147e6d4-073b-4a36-aa62-73f86cdd4a94", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='ttd_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel='Daily total traveled distance (km)',\n", + " # title=r'Per area daily $TTD$ vs. distance to CBD'\n", + " xlim=[0,80],\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "f09e22b1-a72c-4de9-8084-ef0f04977ba0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='ttd_mean',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel=r'Daily total traveled distance (km)',\n", + " # title=r'Per area daily $TTD$ vs. normalized distance to CBD'\n", + " xlim=[0,1.5],\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "27f4559c-e85f-4274-933c-162acff8320b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='ttd',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel=r'Daily total traveled distance (km)',\n", + " # title=r'Per user $TTD$ vs. home distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(20,250),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "32a7f027-b639-41d6-9256-b6cc2f6ff326", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin_norm',\n", + " y='ttd',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User normalized home distance to CBD (km)',\n", + " ylabel=r'Daily total traveled distance (km)',\n", + " # title=r'Per user $TTD$ vs. normalized home distance to CBD',\n", + " xlim=[0,1.5],\n", + " ylim=(20,250),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_user_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "8ffe4aa9-82e0-4533-ba34-aa9b82926b34", + "metadata": {}, + "source": [ + "### Total Traveled Distance (TTD) vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "c69f942d-9fc1-4e7b-adf3-8e397a75fdac", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='ttd',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users home distance to BD closest to work (km)',\n", + " ylabel=r'Daily total traveled distance (km)',\n", + " # title=r'Per user daily $TTD$ vs. home distance to BD closest to workplace',\n", + " xlim=[0,80],\n", + " ylim=(20,350),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "275368cc-6ee7-4b93-ba19-756e417565ec", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin_norm',\n", + " y='ttd',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Users normalized home distance to BD closest to work (km)',\n", + " ylabel=r'Daily total traveled distance (km)',\n", + " # title=r'Per user daily $TTD$ vs. normalized home distance to BD closest to workplace',\n", + " xlim=[0,1.5],\n", + " ylim=(20,350),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'ttd_daily_user_cbd_closest_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "8d0742cb-e873-4e6d-9f98-adaf4225e395", + "metadata": {}, + "source": [ + "### Home-work distance vs. distance to Central Business District" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "be4b5916-3f1a-4446-9e4d-4a00157f05d0", + "metadata": {}, + "outputs": [], + "source": [ + "df_spatial_areas['home_work_osrm_dist_avg_km'] = df_spatial_areas['home_work_osrm_dist_avg'] / 1e3" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "ba95f177-4907-45c3-aa63-82573f154211", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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KvaqU2rvDur2xWrc+6biD1joOLAL27e2gSqlMpVRZxwdWlzwhhBBCCCH67cYbbyxQSs066KCDJg53LGJopZIc7Q+83cf6t4HZKRwvDvwDuBo4Bbi5bf+FSqn2P7yitp9beth/C1Dcx/GvAdZ1ebybQnxCCCGEEELwzDPP5BQXF8c/+uijwPr1653DHY8YOqkkR7lAQx/rm9q26Ret9Xta67O01o9orV/QWv8aOAzwYbVSgVUFDyDWwyGiHdb35G5gbJfH3P7GJ4QQQgghxKeffupZsWKF9//9v/+3wev1mo8++mjWcMfUm5aWllSu7UUPUnkDa4C9+lg/jb6Tp+3SWi8GXgeOalsUafvp7mFzT4f1PR2rSWtd0fEBVO5IfEIIIYQQYs/y6KOP5uTk5CTPPPPM5qOPPrrpmWeeyem4fsGCBQGl1KzHHnss88c//nFRfn7+dLfbPfOggw6auHTp0p6uYTv529/+luFyuWaec845YwzDoLq62n7ppZeWTpw4carP59s3LS1t30MPPbT8/fff79Qo0H7eRx55JOv73/9+SX5+/vTMzMx9gX4fQ3SXSrW614FvK6X+rLX+suMKpdRU4FvAc4MQ00a2JUft3emKetiuiA4lv4UQQgghhBhs//znP7NPPPHERofDwTnnnNNw7rnnTvjiiy/c06dP79Sz6bbbbiuy2WxceeWVVY2NjY4//OEPBeedd97YL774Ynlvx3700Uczv/Od74w755xz6h577LENNpuNFStWuF9++eXMefPmNY4dOzZWXV3tnD9/ft6xxx47acmSJV+WlZUlOh7jlltuKfZ4POaVV15ZFQwG7UDKxxDbpJIc/Ro4HfhYKfUIVkEEgH2AS7DGEP1qEGIaB9S2/b4USAL70SHxUkq52s77xCCcTwghhBBCDLIf/2PxqJVVQd9wxzGxMBC+48wZGwey72uvvebftGmT67zzzmsAOO2001rS09ONv/zlLzl33XVXp5v0yWRSLVmyZJnb7dYA2dnZyRtvvHHUxx9/7Nl///2jXY/94IMPZn3ve98be+GFF9Y+8sgjW+Pbf//9I+vWrVtqt9u3bvvtb3+7fvr06dMeeOCB3DvuuKPTWPxkMqk++uij5T6fTw/0GGKbfner01qvwWrRWQt8D3iw7fE9YA1wtNZ6VX+Pp5TK62HZIcARwCtt52zGarG6QCmV1mHTC4A04Jn+nk8IIYQQQohU/PWvf83Jz89PHHvssSEAt9utjz/++Mbnnnsuu+u23/jGN+raEyOAI444IgiwcuXKbl3rHnjggezvfe9747797W/XdEyMALxer25PapLJJFVVVfb09HSzrKwsumjRom7J5jnnnFPXMTEayDHENilNAqu1/gSY1jafUXnb4pVtY4VS9ZRSKgy8B9RhjVm6tO33/+uw3c/btvmvUuohrHLcPwL+o7V+fQDnFUIIIYQQQ2ygrTW7ikQiwYIFC7Lmzp3b8tVXX21NcA488MDWp59+Ovett97yHXHEEeH25WPGjIl33D83N9cAaGho6HS9vX79evdVV1019rTTTqv/4x//2G08vGEY/PrXv85/5JFH8jdt2uQ2DGPruqysrGTX7ceOHRvvuizVY4htUkqO2mmtF7GtW91APQ98AyvRSccq+PAE8H9a6w0dzvWZUupo4DbgLqw5kf4MXL+D5xdCCCGEEKJH//znP9MbGxsdL7zwQvYLL7zQraXor3/9a07H5KhjF7aOtO7UqENBQUEiKysr+eqrr2Z++OGH3gMOOKBTgbHrr7++6I477ig+66yz6o4++uhNubm5hs1m0z/+8Y9Hm6apuh7f5/OZXZelegyxzYCSI6WUD8gBur25HRObvmit7wXu7ee2C4GDU4lRCCGEEEKIgfrb3/6WU1BQkPjtb3/brQXs8ccfz37xxRezkslkyq1jHo/HfO2111YdfPDBk772ta9N/O9//7t82rRpW4s7vPDCC1kHHHBA8Omnn17fcb/LLrvM3t9Wn8E4xp6q38mRUsoG/AS4EijsY9Oe02YhhBBCCCF2A8Fg0Pb6669nnnbaafUXX3xxY9f1Xq/XPPfcczNffPHFdKfTqXs6Rl9yc3ON119/feXcuXMnH3fccRPfeeed5ePHj08A2O123bW16ZFHHsmqqalxjhkzpqe5P7sZjGPsqVJpOboVuBb4EngWqB+SiIQQQgghhBhGTzzxRGY4HLbNmzevuaf1J510UovH4zEff/zx7IsvvnhA18SjRo1KvvbaaysPPfTQScccc8zE//3vfyuKioqSxx57bPPdd99ddOaZZ5YddNBBoSVLlniff/75nNLS0n4nNYNxjD1VKsnR+cDLWusThyoYIYQQQgghhttTTz2V7fF4zHnz5rX0tD4tLU0fdNBBwVdffTXz3HPPbRjoecrLy+Mvv/zyyiOPPHLy0UcfXf7uu++uuOWWW7a0trbann/++ex///vfWVOnTg0/++yzq66//vrS/h53MI6xp1Jdm9x63VCpCHCN1vpPQxvS0FFKlQHr1q1bR1lZ2TBHI4QQQgixa6uoqGDs2LEAY7XWFT1ts3jx4ooZM2bU7dTAhNgBixcvzp0xY0ZZT+v6Pc8RsAQoGpSIhBBCCCGEEGIXk0pydDNwuVJq1FAFI4QQQgghhBDDJZUxR7OA9cBXSql/AusAo8s2Wmv9q8EKTgghhBBCCCF2llSSo//r8Pv5vWyjAUmOhBBCCCGEELudVJKjsUMWhRBCCCGEEEIMs34nR1rr9dvfSgghhBBCCCF2T6kUZBBCCCGEEEKIESuVbnUopRzAqcABQBbdkyuttf7W4IQmhBBCCCGEEDtPv5MjpVQ28BYwDVBYxRdU22rdYZkkR0IIIYQQQojdTird6n4NTAa+DYzHSoaOA6YAfwc+BnIGO0AhhBBCCCGE2BlSSY6+BszXWv8FaGlbZmitV2itzwciwG8HO0AhhBBCCCGE2BlSSY4KsVqHAJJtPz0d1j8PnDwIMQkhhBBCCDFizZ49e9LkyZOnDnccortUkqMGwN/2exBIAKM6rE9gFWkQQgghhBBit3fvvffmKKVmtT88Hs/MgoKC6YcffviEO++8MzccDqvtH0XsTlKpVrcSmAqgtTaVUp8DFymlHgXswIXA2kGPUAghhBBCiGH005/+dNPo0aPj8Xhcbd682fXmm2+m/+hHPxrzhz/8oeCll15aVV5eHh/uGMXgSCU5ehW4Vil1hdY6BtwJPInVoqQBL3Dp4IcohBBCCCHE8Dn55JOb58yZE+mwaMuf//znrMsvv3zc6aefPn7x4sXLbDaZPnQkSOW/4i1AYVtihNb6aeBM4BXgP8B5WuuHBz9EIYQQQgghdi3f+c53Gs8555zapUuX+p5//vn09uV//vOfs6ZMmTLV7XbPzM7OnnH22WeP2bJlS48NEh9//LFn9uzZk7xe7775+fnTb7jhhoKO66PRqLrmmmuK99prrymBQGAfr9e776xZsya9+OKLgaF+fXuqfidH2hLrsuw5rfXpWuuztNZPDX54QgghhBBC7Jq++c1v1gO88sor6WCNUbr00kvHud1u88Ybb6w866yz6v/1r3/lHHbYYRO7jk9qampynHTSSRP33nvv8P/93/9Vjhs3Lvqb3/ym9Omnn96aaDU2NtqfeOKJ3Dlz5gRvvPHGTddee+3mhoYGx+mnn17+3nvveXfuq90zpDIJ7JvAb7TWb/Sy/gjgRq31kYMVnBBCCCGE2E09//1R1HzlG+4wyJ8a5tQHNg7FoWfOnBkFWLdunTsWi6mbb765dNKkSZH3339/hdfr1QCzZs1qveyyy8bdddddeT//+c9r2vetrq52/vGPf1x32WWXNQBcffXVdaNGjdr7kUceyT377LNbAPLy8pIbNmxY4vF4dPt+V199dd3kyZOn3X333flz5sxZPxSva0+WSre6w4GCPtbnA4ftUDRCCCGEEELsJjIyMgyAUChke/fdd30NDQ2O73znOzXtiRHAt771rcb8/PzEyy+/nNFx37S0NOM73/lOQ/tzj8ejp0+f3rphwwZ3+zKHw0F7YmQYBtXV1fZEIqH23nvv1iVLlvgRgy6VggzbkwnEtreREEIIIYTYAwxRa82upLm52Q6QlpZmrl271gUwderUaMdt7HY7ZWVl0U2bNrk6Li8qKop3LeKQmZlpLF++vNP1+X333Zdz3333Faxbt86TTCa3ds0rKSmRCnlDoM/kSCk1Hdinw6K5Sqme9skGvgd8NXihCSGEEEIIsev69NNPvQDjxo1LuYGgP9Xtfv/732dfddVVZUcffXTT1VdfXVVYWJi02+36tttuK+rYwiQGz/Zajk4Dbmr7XQOXtT16EgSuGqS4hBBCCCGE2KXNnz8/G+D4449vTktLMwG++uorzwknnBBq38Y0TSoqKjwTJ06M9Hac3jz33HNZpaWlsVdeeWVNx2Tql7/8ZckghC96sL2U9VHgCOBIQGGV8z6iy+NwYD+gQGv98lAFKoQQQgghxK7ioYceynryySfzpk+f3nrqqacG586dG87Ozk4+/PDDedFodGv3t0cffTSrpqbGefzxxzeneg673Q6A1luHMPHmm2/6Fy1aJOONhkifLUda6/XAegCl1MXAO1rrdTsjMCGEEKIr0zBBKWw2tf2NhRBikLzwwgsZixYt8iYSCbVlyxbnG2+8kfHJJ5+klZeXR5599tk1AG63W990002VV199ddlBBx006cwzz2zYuHGj6y9/+Ut+eXl55Ac/+EFtquc98cQTm1599dXMY489dvwJJ5zQvG7dOvdf//rXvPHjx0fD4bDMOjsE+l2QQWv9WE/LlVK5QJbWetWgRSWEEEL0oHZjkGhrEq/fiTfgxOV14PQ4JFkSQgyp2267rQTA5XLpjIyM5NSpU8P/7//9v/WXX355vc/n29qsc9VVV9V7PB7zrrvuKrr55ptL/X6/ccopp9Tffffdmzpu119XXnllfVVVlXP+/Pl5CxcuzBg/fnzkwQcfXPfMM89kffDBBzIR7BBQHZvp+txQqQuAuVrrSzss+y3wk7anHwDHa62Dgx7lIFFKlQHr1q1bR1lZ2TBHI4QQIhWJuMGmFY14A06MhEkyYaK11efb5XPgC7hweR24PHZsdrmhKsRgqKioYOzYsQBjtdYVPW2zePHiihkzZtTt1MCE2AGLFy/OnTFjRllP61L59ricDi1NSqn9gJ8C7wJ/BmYDPxx4mKCU+olSSiulFvWwbo5SaqFSKqyUqlJK3aOUGv6JxYQQQuwUkZY4NrtCKYXDZcfjd+JNc+L2OzCTJk01YarXtbBxWSNb1jTRXBMm2prASJrDHboQQojdRCrzHE0Anunw/CygAThWax1XSmngbODmgQSilCoEbgBae1i3D/AG8CVWAlYKXAuMA+YN5HxCCCF2H1prWuojON32buvakyWHa9vAZSNp0lwXwawJo5TC6bbjTXfi9blwuu3YndKyJIQQortUkqMMoGOVjaOA17XW7RNQfQKcvwOx3Np2DBvWhLId3QLUA4drrUMASqkK4M9KqSO11m/uwHmFEELs4mLhJMmEicuz/a8tpRQOpx2Hc1siZSRNQvVRWmqigMbpcuANOPGkOXF6Om8rhBBiz5XKrbMqoBxAKZWHNTnsux3WpwHGQIJQSs3GSqy6dctTSqUDxwDz2xOjNvOBEFZrlRBCiBGstSmGfQfGEdkdNtw+q4iDN+BC2SHUFKVmQ5BNKxqpXNlAw5YQ4ZY4yfiAvsqEEEKMAKm0HL0JfF8p1YA1v5EG/t1h/SRgU6oBKKUUcB/wmNZ6kfW0k73b4vyk48K2rnyLgH17OW4m3VugSlONTwgx8hhJE6XYdQbtaw2ttWAO0kW50wvezME51i7AMExam2K4/al8ZfXN7rBhd2z7728aJuHmOMF6a5J7m0PhC7jwBqxueA6XjR6+n4QQQowwqXzT/AKYA9ze9vzX7VVLlFIO4Azg2QHEcCEwFTi1l/VFbT+39LBuC3BQL/tdA9w0gHiEECNcXWUIrTV5owM71Bqxw4wkLH8R3rsPNn06eMed+U04+d7BO94wi4YSVlW6IUxObHYbLm/nZCkSjBNsjG5NpL1pVgEIp8eB022XZEkIIUagVOY5qlRK7YWVyDRrrTd0WO0DLgUWp3JypVQAa6zRrVrrnpIfAG/bz1gP66Id1nd1N/Bol2WldO4KKITYw8TCCaLBOMqmqNsYJG9UYOe3IMWC8Pnj8MHvoWkDZI+Do/8PPJmDc/zciYNznF1EsD6K071z/xu1J0uutuemqYm2JmhtjoMGZQNPmnNr+XCny46SuZaEEGK3l1IfBa21ASzpYXkL8K8BnP8GIA7c2cc2kbaf7h7WeTqs7xpTE9DUcZnc5RNCNNVEsLtsuDwOIqEEdZUhckcFds4koi2b4cM/wiePQqwZRh8Ex/0WJp0ANikI0JNEzCAWTuANuLa/8RCy2VSnYhDa1CQiSeqDCStZUlay5A24cHsdONx2mZhWCCF2Q4PXgTtFSqkirK5vNwIFHRIXD+Bqm7C1mW3d6YrorgjYPKSBCiFGjFgkSTQYx5tuXWh705xEQnHqN4XIKUkbuovZqiXw3v2w9B+gTZhyMsy5Ekr3G5rzjSDhltgu2SKjbMrqXtf2XGtNImYQDbWirT6A1jxMASdur9UNb5cZ4yaEEKJXvSZHSikTMAFfW/EDE6sIQ1+01rq/CVcB4AJua3t0ta5t+W+BJLAf8FyH+FxYFfOe6Of5hBB7uKbqcLf5bbxpLlqbYyggpyRt8C7EtYbVr1vjida9DU4/7P8dOPByyCobnHOMcNrUBOujuDy7fqta+1xK7fMwaa0xEgZN1Qm0abUsubx2fOluqxuexz68492EEEL0qK9EZj5WMmR0eT5Y1gGn9bD814Af+AGwUmvdrJR6HbhAKXVLh3LeF2CVD3+mh2MIIUQnXVuNOvIFrAQJBTnFO5ggJaKw5Gl4/wGoXQ6BIms80ayLwJs18OPugWKRJEZSdyqUsLvocWLahElTTRhtWtu4vHZ8ARduv5NYOMGmFU3kjQ6QNzowjJELIcSerdfkSGt9UV/Pd5TWuhl4vutypdQ1QFJr3XHdz4H3gP8qpR7CKqzwI+A/WuvXBzMuIcTI1FIb6dZq1JE34KK1KY5SIbKLBpAghRvg44fhowehtQYK9obT/gR7nQ6O4R0vs7tqbYxid+x6XeoGomuyZCRNata3sGVNMzUVQYL1UQBmHFUqyZEQot/OOOOMsldffTUzGAwuGqxjKqVm/eAHP9hy55137pFDV4ZtzFEqtNafKaWOxupmdxfQAvwZuH5YAxNC7BbikSStzTF8PbQadeRJcxBsiKGUIqvI378iLvVrrFaiRU9AMgITjrbGE409zOpLJQbEMExCTXE8abvF11S/hFviVK1tpmptM9XrWkjGTZRNkTsqjVFTsikYG2D8zPzhDlMI0cG9996bc/XVV5cBvP3228sOPfTQcMf10WhUFRQUzGhpabGffvrp9c8++2zFcMQpBs8u962jtT68l+ULgYN3bjRCiJGguTaCo49Wo3ZKKbwBJy31UVCKrEJfzwmS1rDhA3j/flj+b7A7YfrZcNAVkD9lQDEmEwY2u00qnLWJBuOA3q2rjJqGSV1liKq1LVStaaa51iqu6g04GT01m8LxGeSNDmAkTNx+J3mlgT5bN4UQw8flcun58+dnd02O/vGPf2SEQiG7w+EYzKEnw6q1tfUzp9M5Yl5PqrZXkCHVNyaVggxCCDHk4pEkrS0xvGnO7W9MhwSpLoJSkFnQIUHqOmmrNwsOvdYqtBAoGFB8RtKkpSFCc3WE3NI00rI8AzrOSBNsiG4tbrA7iQTjbFnT1jpUESQZM7a2Dk0/opTC8Rmk53pQSllzJwUTpOd5ySzwSWIsxC7ssMMOa37hhReyDcOotNu3fTY9+eST2bNnzw4uXbrUN4zhDSqfz7fHJkYAfd2imt/D40tAASux5jX6F7CqbdmXwF+HMlghhEhVc20Eh8PWqQUiHkn2uU97gtRcG7EG0Edb4IM/wH37wjMXQaQRTvwd/OBLOPKGASVGpmHSUh9h08omgrVWIhBqjKZ8nJEoHk0SCye3js/ZlZmGSe2GIF+8VcmrD33Jgvu/4NP/rKdhcyujp2Qx54zxnHLNPhx+3iQmHVhIRp4XpRTJhEE0lCC3NI3sIr8kRkLs4s4555yG2tpa50svvbR1UGBzc7PtjTfeyDjrrLMaOm5777335iilZq1YsaJTX+4FCxYElFKzFixYsPUYs2fPnjR58uSpCxcu9M2aNWuS1+vdd+zYsXs99dRTGQBPPfVUxqRJk6a63e6ZU6ZMmbpw4cIek7ClS5e658yZU+71evctLCycfsMNN3T7YvrFL35RsO+++07OzMzcx+PxzNxrr72m/OUvf+lWKUgpNeuHP/xhcerv0sjQ74IMSqljgDOBU7XWL3RZdypWYvTDwQ9RCCEGpqdWo4rFdXz8UgX7f62Msum5ve6rlMJvq0e98RBUPAnxFhh14A5P2qpNTbglRmNVGMMwcXsdW+e/iQTjJOPGbpEUDKVISxxl23W7l6XSOtSTeCSJ1lA4LgOPv38tmkKI4TV58uToXnvtFX7iiSey582bFwR44oknMg3DUBdccEHjTTfdVDrQYzc1NTnOOOOMCWeccUb96aef3vjggw/mX3jhheObmpoqfvGLX5RefPHFNQ6HQ997771F559//rg1a9Ys7dh6lUwm1Yknnlg+e/bs0Lx58yr/85//ZP7mN78pBfj1r39d3b7dgw8+WHDMMcc0nX322fXxeFw9++yz2Zdccsk4r9e7+pxzzmnegbdnREmlC9yvgD91TYwAtNbPK6UexCrDLdXjhBC7hOa6zq1GpmHy5buVAHzyn/V4/E4Kx2d028/R8BXepQ/iWfsvwCRcfDz6wO+TtvchA45Fa020NUHjljCJWBKX14HL2+UjWCmioQRp2XtucqRNTUtDFJdn10mOTMOkflOrlRB1GTs0akoWReMyyC9L71c3wEgogcttJ3d0AOcengQLsbs588wzG+6+++6iWCy2we1266eeeip77ty5zXl5ecb29+5ddXW18+GHH157ySWXNALMmTMndOSRR0654ooryj755JMvZ8yYEQPIzMw0fvzjH4957bXX0o4//vj2qW2IRqO24447runPf/5zJcBPfvKT2rlz50686667in/84x/XZmRkmACrV69ekpaWtrXL3HXXXVe79957T7nnnnsKJDnaJpXkaDrwWB/rVwOX71g4QggxOOLRJK1NMbyBbXfm1y2uIxxMcuBhNpYtc/PeP9dwxDcmkVXkB61xbfovvqUP4tqyENPhIzLlm4SnXoLhH0UklMCsi5Ce6005llg4QWNVmGjYujD2Bnqumud02Qg1RUnL3nPHHcUiScykxjbMcxv12jpU2r/Woa60qYmEEqRlusku9m9tLRRiJLvxfzeOWt24etjH4kzImhD+1cG/2rijx/nmN7/Z8Ktf/ar02WefTT/yyCND//vf/9IfeOCBdTt63EAgYFx00UWN7c8PPfTQsN1uZ999921tT4wADj744FaA1atXu4FQx2P84Ac/qGn/3W63c+mll9ZcfPHF41977bW0M888swWgY2JUW1trTyaTavbs2aEXXnghe0dfw0iSSnLUCBwL/KGX9ccDknUKIXYJzbUR7B1ajYykybL/bSI7x6R0jJ3c6eW8OX857z69khPmrqFg/R9wNK3E8BUQmnU9kUnnod2ZgDWo0pvmpGFLK9gU6f1MXuLRJM21EcJNMRwuG75ekqJ2Dpd9j+9aFxymuY06tQ6tbaa5ZuCtQ10ZSZNYOElWoY/0XO9uXYFPiD3Z2LFjE7NmzQr9/e9/z66srHQ5nU597rnn7vC1b2FhYdzWoSux3W7H6/UaxcXF8Y7bZWdnGwCNjY2dPojsdrueNGlSp22nTJkSA1i7dq27fdnf//73jFtvvbVo+fLlvng8vvWDSD6TOkslOXoC+JFS6mHgd1hFGQAmAj8GTgLuHNzwhBAidfFoknBzDE9ax1ajWiIhg/0OcqKUwudo5djpH/Cf/03krdddnDw+A+beTXTsPLB3T2KUTeFJc9JQGcQGfbbuJBMGLbVRgg0RbHYbnoAzhS+fPbdrnZE0CTfH8fh3TtHTvlqH9j6ihKJxGaTn7Vgyk4gZJBMm+WMC+NLd299BiBFkMFprdjVnnXVW/S9+8YtRFRUVnqOOOqopEAiYXbfp7TPDMHrufWfrZYyl3W7vsWqc1qkXk3v55ZfTvvGNb0zYb7/9Qrfddtv64uLihMvl0o888kjuiy++KC1HHaTyDXQDMAG4GLgIaP9jsGHdWH2xbRshhBhWLXVWUtKx1Wj5/zaTk6spKDJJ++pBvJvfRBlRji0/l5dWn8WC4K85fPQkHPbekxKbTeEJuKjbFEIp8Hcpu20YJqH6KE21EWzKSqZSvbB2uvfcrnWR0NDObTSUrUM9ibUmsTkUReMzcHlklgshRoILL7yw8Wc/+9nopUuX+n72s59t7mmb7OzsJEB9fX2nD5N169b13X1ggAzDUCtWrHBNnTp1a+vRsmXL3ABlZWUxgKeffjrL7Xabb7/99kqv17s1u3rkkUd6r0y0h+r3p7XWOgacppQ6FjgFGNe2ai3wL631q0MQnxBCpKR9rFGnVqPPa4i0Gux/iAt/xVP4Nr5EpPzrhPf6Dp6sSRy4qon/Pbua959fy8FnjO9zPIjNpvD4HdRuDIFN4c9wY5qa1qYYTdVhTFPj8TlQAyzN7HDZCbfsmV3rWuoGf26jSDBO1dpmtqwZutahrrTWRENJPGkOcksD2B0yvkiIkaKgoMC49dZbN2zevNl5+umnt/S0zaRJk2IAb775ZmDOnDkRgGQyyV/+8pe8oYrrrrvuym8vyGAYBg8++GC+1+s1jzvuuBBsa4VKJpOKtnlMV6xY4Xrttdcyhyqm3VXKt7LakiBJhIQQuySr1Uh1Hmv0/mZy8zT5xXa8b75ELGcmwUN+t3Wf4vJMZh43hs9eXs+nL29gvxPH9HmxbLPb8KQ5qN0QJFloEGyIYiQ0bp99UAbaK5siEkoQ2IO61sWjSRLRZK/FKvqrz9ahyVkUjR/c1qGezh9tTZKR5yUz3zfgJFkIsev60Y9+VNfX+v322y86Y8aM1t/85jclDQ0Njuzs7OSzzz6bbRjGkHwgeDwe85VXXsk866yzHDNnzmz9z3/+k/n+++8Hrr/++k3tlermzZvX/NBDDxUcccQR5WeffXZDTU2N4y9/+Uv+6NGjYytXrky90tAIJu38QogRIx5NEmrsXKFu7efVRFtNDjjUg6fmfeyxeoJTv9dt3/H75hEJxln2vy14A06mHVrS57lsdhsev4PG6jBuj2NQS0873TaCDVECe1DXutaWWK/97rdnOFqHepKMGyRiBrmlaaRl7Tn/7YQQ3T3xxBNrv/3tb4954IEHCgOBgHHuuefWHXXUUS2nnXbaxME+l8Ph0C+99NKqSy+9dPSCBQtKA4GAcf3112+65ZZbqtq3Ofnkk4N33XVXxd1331104403jiopKYnddNNNlRUVFW5JjjpTAxnUtbtSSpUB69atW0dZWdkwRyOEGGz1lUHCwThun5UcGQmTl36/iLQ0g8PnBcj64MfYw1uon/snKJnVbX+tNZ/+Zz3rFtcx8/gxjN93yHpAbFckmKB4YuYeMReONjUbVzTgcvev5a2v1qHCcRkUjs+gYAhbh3oSCycByB8T2Pr3J8RIUFFRwdixYwHGaq0retpm8eLFFTNmzOizNUWIXcnixYtzZ8yYUdbTOmk5EkKMCImYQbBrq9FnVUTDJgcc5sER2oCrfhGhSZeA6vmiWSnFzOPHEAkl+OyV9Xj8DkomZu2sl9AlGIiGEjj3gK51sXAS09DbTYxCjVGW/HcTVetaOrQO+dn78BKKxu+c1qGurMl9rUl980rT9rhxYkIIMdJIciSEGFLxqHVHfairdbXUhbE7Oow1Spgs/6CKvHxNfokL79IX0DYnkdJj+zyOzaY46NRxvP3ESj7411oOO3cSuaVpQxp7T/akrnXBxigOZ9+JkdaaD19YR0t9lFGTs4aldahbTG0Tuway3WQVysSuQggxEsgnuRBiyCRiBtVrW9iyponWxuiQnifUGMPl3ZaArfl0C9GwyV77eVHJMJ7K14gVHYa2uTGcWZhGt6kptnK47Bxy9gR8ARf/e2YVLfWRIYu91xicdhJRg0S853kxRgojYRJuiW83yVm/pJ6Gza3se/Qo9juxjNJJWcOaGBlJk0gwQXaRn+ziNEmMhBBihJBPcyFGknh4uCPYykia1K4PYrOD2+ugtjJEw5ZWTHPwxzm21HeuUJdMGFarUQHkFTvxVL6OLRkmXHYy2kgSUwGioWSfsbh9TuZ+fSLKpnj3yVVEgvFetx0ybV3rRjLrfe17bqN4NMkXb1WSU+JnzN45Oy+4XiSiSRIxg8JxGaTn7vyufEIIIYaOJEdCjBSRJtjwPoQbhjsSTFNTuzGIYZg4PQ5sdhvegJNgQ4SaihaSicFrDUnEDEIN0c6tRh9vIRbR7LW/F7TGu/4FEhnlJNPLSRgu/LnZ5JamEQ0l0H0kSGlZbuaeXU48muTdp1eRaOsiuLO0d60byVoatj+30ZfvbCYWSTLzuL5LrO8M0dYkymajaHxmp7m0hBBCjAz9To6UUmu381ijlFqqlHpJKXWNUso/lIELITowDahdBkrBli8gGRu2ULTWNGwJEQsncPu2JSxKKbxpLhIxgy2rm4m2Dk6LSLdWo7jBig+ryS+EvEIHzoYlOIIVRMacjI5HSbpzycj3kZbtIavARySUoK+qnVlFfg46bTwtdVHee24NRrL37niDzepaZ7VSjETxaJJEJInD2Xty1FQdZvVnNYzfN4/MAt9OjK4zrTXhljjeNCcF44Z3rJMQQoihk0rL0QYgCZQBWUBT2yOrbVkSiAAHAncCnyqlhq8OrhB7kuZKiIbA21ZZrWYZDFOZ/pbaCKGGGB5/z3fV3T4Hdqeiel0zLfWRPhOT7UnEe2o12kQsqtlrP2vaBm/FvzCdAaIlR5CIG/jzc7dun57nJT3XSyTYd4tQ4bgM9j+xjJr1QT5eULFDMadKKUU0NAxd+naC1uYYyt57S5DWms9f3YDL49juvFNDyTSs8UUZ+V5yS9Owy/giIYQYsVL5hL8GyAa+B+RrrWdqrWcCecAVbeu+BeQCVwLlwC8HNVohRHfxMNStAl+m9dybAaFqaN6400NpbYzSWB3GG3D22f3J4bTj9jtp2NRK/aYQRh/FEfoSrItgs9s6tRot/6iWgiLILXRgi9bjrlpIdNRxaG0jiZuMkm1jVpRSZBX4SMt0EdlOAjJm7xz2PryEjcsa+OLNygHFOxBOt51g4/C1BA4V09QEuyS2XW34soG6yhDTjyjpc7uhlIwbxMJJ8kYHyCrwo2wyvkgIIUayVL5tfgc8pbX+Y8eFWusk8Hul1DTg/2mtjwEeUEodBHxt8EIVQnSjNdSuALsDbB3+OfuyoWY5eDKsx04QbU1QWxnC43f0a1yIzabwpjsJN8eJRw3yRgVS6qqUiBsEG6Kdxn2s/nAj8ahmr/2s7leeDS+htEFk9EnEW6P4C0txeTu3aCmbIrskDcMwibYm8fh7/1icdGAhkWCClR9V4w04mTi7sN/xDpTdaSMSjJOIGSOqK1csnMBMamy9JBuJmMEXb1aSXeSnbHruTo7OEo9YLYpF4zOHLTkTQgixc6XScnQA8EUf67/A6lLX7j2gYCBBCSH6KVQDrbXdEyCbA9x+2LIEjKGvdpaIGdSsD+Ly2juVNG4fp9EbpRSeNCfaMNm8uolwS/9bSIJ10c6tRjGDFR/XUVCsyCmwg5nEu34Bsbz9SPpLMJMGGaOKejyWzabIHRXA6bIRC/fexU4pxT5Hj6JkUhaL36hkw1epF78wDZNENEkkGCfUEKWpJkx9ZYimmt4rDSqlttuytbsJ1kdxuHr/Cvry3c1EWxPse9zoYZnYNRKK43DbKRyfIYmREELsQVL5xI8B+wN/6mX97LZt2rmB0ADjEkJsTzJujS3ypPe83umzKtfVroCCvaxiDUPASFglu+12ug2s//KdzSx7bwuTDypk2mElvV7kOj0ObEmTmooWMgp9ZOb6+uy+ZLUaRbq3GsXYOtbIXf0e9lg9wbJriIfj+LL9uNJ7ea8Au91G3pgA1WtbSESTOHuZtFbZFAecPJZ3nkzw0YvraNgcQpuQTJgYCRMjaZJMGBgJc+uyjj/7qo533Hf2Ij3X2/39cdsJNcZIz+m+bndkJEwioXiv49KaayOs/qSacfvkkl20c2v7mKYmGkqQnuMhs9Dfa8uWEEKIkSmVlqMXgIuVUtcppbaWDFJK+ZRS1wPfbNum3Rxg5eCEKYTopmENaAMc7t638WZBy2Zo2TIkIZimprZyW8nujtYuqmXZe1tIy3az/P0qPnmpos95hewOG950F83VUWo2tGAkeh+HFKyLYrNtazVKRA1WfFJHYYkiJ99K0LwVL2B4C4jl7Y8ZjZIxZvR2X4/DaSe/LB3TtMaa9BXrwWdMIKvAx+pPa1n/ZT1Va5tprGqltTmGkTCxO234M9xkFfkpGp/BmL1zmHRAAXsdWsyMo0qZedxoZp80loNOG89Bp40HoHJ5Y8/nc9pGVNW6cDAOqB6T5fYiDE63nWmHle7UuIyESTSUILskjawiSYyEEKlRSs364Q9/WDyU51iwYEFAKTVrwYIFgaE8z3ApKSnZ+4wzzigbzhhSaTm6FtgXuAX4pVJqc9vy4rbjLAF+DKCU8gBR4IHBC1UIsVWkCZo2gn87YzGUAl8W1HxptTC50wYthI4lu71prk7rtqxp5rOX11M4Lp2Dz5zAsveq+GrhZmLhJAeeOq7X0s1KKXzpTmLhJFvWNJE3Jh13ly5NybhBsDHSqdVh9YfrrVajWVbLij24Hlf9IkKTv0U8bsPv17iy+lc80+m2EqTqtc0om8Lu6Pkeksvr4KiLpvTrmP2RW5pG5YpGph7S8/dqe9c6p3v3bj3Suq0QQy/jpzYua6R2Q5CZx43uVAp+qMUjSbRpVSbsrUVLCLFnuffee3Ouvvrqsvbndrtd5+XlJY4++ujmO++8c1NeXt5uf8dqwYIFgXnz5k2cP3/+mgsuuKBpuOPZFfT7m0dr3aCUOgD4NnASMLZt1RvAi8BDWut427ZR4IJBjlUIAdacRtVfWmOK+tNVzuYApweql0DJ/lbxhkHQXBsm1BDDG+h8IdlY1cr7/1xDRr6PA08dj81uY6+5xXj8Dj57dQPv/H0lB59Z3ueFr9vnIBk3qFrTRE5JGmlZnq3rgvVRbKpjq1GSFZ80UFRqI7u91Wj9C2ibk3Dp8ZjxGOllWdZ70E9ur4P8MelUrWvG43d0Gkc1VEonZ7Ho9Y0E66MEcrrHOlK61iWiBomo0e3vBqyxa4vf2EhmoY9x++y8mSCioQQOt5280QGcrpFT9EIIMTh++tOfbho9enQ8HA7b3n777cDjjz+et3TpUt+nn3663Gbb9v3Q2tr6mdPpHJ55NEaI1atXL+34ng6HlM6utY5rrX+vtT5Raz2l7XFC27KRNVpYiF1VUyUkwtaYov5ypUEsBPVrBiWE1sYoTdWRbiW7W5tiLHx6NW6vg0POntCputr4mfkcdNp4GqvCvPX48j4LNQA4XHbcPgd1G0M0bA5hmppk3KC5PoLLt+24qz6oIBGHqbOshEIlw3gqXyNWdBgxMkjzxHDljUr5NXrSnOSNDhBrTfY5TmiwlEyy5qiqXNF717p4NEk82vecTLu61uYYtl7yj2X/20w0lGDmsaN3SslsbVoFQ3zpLgrGpktiJITo0cknn9z8ve99r+Haa6+te/HFF9eddNJJDYsWLfK//fbbnb6IfT6fdjql5XlHeL1e7Xa7+/zSbWlpGdLsSWayE2J3Em+F+pXgzUx9X18ONFZAqHaHQuitZHc8kuTdp1dhJE3mfr28W1c7gNJJWRx6zkQioQRvzl9Gc22kz3PZ7Da86U6CjVGqK1poro10HmsUibPy0yaKRtnIzrMubD2Vr2NLhgmPmYeR1AQy1bbJcVPkz3CTVewnEkwM+cSvvnQX2cX+XpMjsKrqRUNDX31wqJimJtgY7bHYRUt9hJUf11A2PZecksHr/tkbI2mNL8oq8JEjE7sKIVIwZ86cEMDKlSs7NfP3NOZo4cKFvkMOOaTc7/fv6/f79507d275+++/368uAGvWrHEeffTR471e777Z2dkzvvWtb42KxWI93jl67bXX/HPmzClPS0vb1+v17jtnzpyJ7777bgp3Ubf58MMPvWeccUZZaWnp3m63e2Zubu6Ms846q6yqqqrTHaQf/vCHxUqpWcuXL3eddtppZYFAYJ9AILDPmWeeWRYMBrt9qN5zzz05U6dOneLxeGZmZWXNOP3008s2btzY6Quh65ije++9N0cpNeuVV15JO++888ZkZWXNmDJlyl7t62+55Za8cePG7eVyuWYWFBRM/853vlPa07lTkVL/GqWUHzgPa4LXHKDrfyCttf7WjgQkhOjF1jmNXJ3nNOovpayJYquXgPsgcKbePSseTVKzPojb27mrmZE0ee+51bQ2xZj79fIeK661yxsd4IjzJ/HuU6t46/HlHHLWBHJLex9XqpTCm+YiHknSHIzjz9iWdK16bz2JOOzV1mqE1njXv0Aio5xWz2QC7iiuzFxwdE/U+is9x4uRNGmu6d5SNthKJ2fxxZuVhBpjpGV1L7ThdNsJNcT6fH93ZbHWBNroPrdRexEGh8vG3oeXDHkciZhVTTB3dAB/Rh8FTYQQogfr1693A+Tk5PTZlP/JJ594jj322Enp6enGlVdeuQXg0UcfzT/mmGMmv/POO8tmzpwZ7W3fUCikjjrqqElVVVWuSy65pLqoqCjx1FNP5SxcuLDbF+bzzz8fOOuss8pnzJjR+pOf/GSTaZrqscceyz322GMnLVy4cNmsWbN6PU9PXnrppfT169e7zz333LrCwsLEl19+6f373/+eu2LFCs+iRYuWd+32dvrpp48fM2ZM7IYbbtj0+eef+5566qncvLy8xB/+8IdN7dv86Ec/Krr77ruLTzrppIaLLrqobsuWLc6HHnoo//DDD/cvXrz4q7S0tD7vQH7/+98fk5+fn/jJT36yOZFIKLCSs7vuuqvokEMOafn2t79ds3TpUu/DDz9c8NVXX3nffffdVQPtntfvKyyl1GxgAdDXCHANSHIkxFBon9MoLX/gx7C7QEWhaimUzIIUPjiMhEntBqtkt93ZeS6jjxdUULshxAEnjyV/TO/lsttl5vs48oLJvPPUSt7++0oOOnU8xeWZfe7j8jo6zTcTD0dZ+XkzxaNtZOVaN7OcDUtwBCto3vuHGFqRHkhAxo5XPMvM92EmNaHGKN7AwBOt7SmdZCVHm1Y0MunA7hPM2h02IpE48WgSVy+lxndlwYYoDmf3v7lNKxqpqQiy7zGjh7wYQiycxGZT1vxFu+F7uDszYzFsbklGxe6noaHBsWXLFkcoFLK98sorgfnz5+dlZWUljzvuuD6nrLn++utLTNNU77zzzvKJEyfGAS6++OKG6dOnT7v++utLXnnllV77ut91111569evdz/22GNrLrzwwiaAa665pm7atGlTO25nGAZXX331mLlz57a8+eabq9uXX3nllXWTJ0/e66abbipesGDB2lRe749//OOam2++ubrjsgMPPDB02WWXjXv11VfTjj/++E6ve5999gk/8cQT69ufNzQ0OJ588snc9uRoxYoVrnvuuaf4hhtuqOx43JNOOqn5mGOOmfz73/8+9yc/+Umf3Vqys7OT77777kq73fq+37x5s+P+++8vPOyww5rffPPN1e2JUFlZWfy3v/1tyZNPPplx3nnnNafyutul8s1wJ+ACzgbe1FqnPvthB0qp/YCfAzOBfKAZWAT8Umv9Xpdt5wC3t23bAjwFXK+17n3WRCFGkvY5jQbSna4rTzqE6qBxPeSM3f72tJXs3hjENHS3QgpL/ruJjcsa2PvwEkbvldPvMPyZbo68YDLvPr2K/z27mv1OGMPYGf0fhL/qvfUkEjB15rZeDd6Kf2E6AwRzDieQrnC6bODJ7Pcxe6OUIrvIj2loIsF4p/mVBpM/001WoY/K5T0nR2DNsxQNJXa7C/tkwujxvUvGDRa9UUlGvpdxM4euCIPW1vxFnjQnuSWBTgm+GHpaa2IrV+KeOFESpD3I5p/9fFRs1aoBde0aTO7y8nDxLb/ZOND9582bN7Hj8/Ly8shDDz1UEQgEep1zIplMsnDhwvRjjz22sT0xApg0aVL82GOPbXzjjTcyk8kkDkfPn+WvvPJKRmFhYfz8889val8WCATMCy+8sPbXv/711rt+H3zwgXfDhg3u66+/fvOWLVs6HWz//fcPffDBBymX/O7YihMOh1Vzc7P9sMMOawX4+OOPfV2To+9///s1HZ8ffPDBwddeey2zoaHBlp2dbT755JOZWmvOPffcxo4xTp06NZabm5t45513AttLji655JLa9sQI4MUXX0xPJBLq6quvrunYQvTTn/605o477ihesGDBTkmOZgG3aK3/MZAT9WB82/n/DGwBMoFvAO8opU7QWr8GoJTaB6si3pfAD4FSrLLi44B5gxSLELu2+rY5jeyD1Grhz4b6VeDNAF92n5tuLdkdSeLtcmG75rMaVnxQxfh983q9mDcNE5Tqcc4Yt8/J4edN4r3n1vDJS+uJhhJMnlO03a5r8dYIKxe1UDzGsbXVyBatx121kHDZqRjKQ7o3DIGiQavOp2yKnBI/NetNYuHkkJWZLp2cxZL/bqK1OdZjl6/dtWtdJJgA1X1uo2XvbSHSEufAUyYN2bxCpmESbU2Snuslq6DvCYbF0DBbWzGCQat7sBC7mdtvv319eXl5rK6uzvHQQw/lrVq1yuv3+3ufjA+rZSMajdomTpzYrUvbxIkTowsWLLBt2bLFMWrUqB675m3atMk1ZsyYWNeuYZMnT+50vGXLlnkAvvvd74797ne/2+04A+laVl1dbb/uuuuKX3jhheyGhoZOX3bNzc3dKteMHz++U4WlrKwsA6Curs6RnZ0dX7Vqlcc0TaZMmbJ3T+err6/f7hfqhAkTYh2fr1+/3gUwbdq0Tu9HRkaGmZ+fn6isrBzwXZhUvt1bgPqBnqgrrfVTWC1AWyml/gCsBa4GXmtbfEvbeQ/XWofatqsA/qyUOlJr/eZgxSTELinSCM39mNMoFcoGngBULYHRB/Y5kWxvJbs3r2ris1c3UDQhg32OHd1jQmMaJpHWJAqr+ltPF78Ol51DzprAx/+uYOk7m4m2Jtnn6FF9XsCueq+CZEKx18xtcXs2vITSBi1FJ5GWYcNpT0Cg54RtoGx2G3mjA1SvayEeSXbq5jdYSidZydGmFY1MnD0yutZprQnWRXF5On+nBuujrPiwmjHTcvocd7YjkgmDeMQgtySNtOz+l3MXg8tobERHUxr2IEaAHWmt2ZUcfPDBrXPmzIkAnHfeeU3Tpk2bev75549bunTpVx1bM4aDaVo52s0337xx+vTpfVc56qfTTjtt/Oeff+6//PLLq/fdd99wIBAwTdPkzDPPLDdNs9uXc2+tX+2FjEzTxG6388wzz6xSSnW7Q5KTk7Pd+aJ8Pl+fyehgSuWb9TngOOD3QxQLWuuwUqoWqxUJpVQ6cAxwR3ti1GY+cBdtXfyGKh4hhp1pQPVX/Z/TKBUODySiVne9ohk9Hj/US8nuhs2tfPCvtWQV+DjwlHE9Jj06HiZaXU1eWj2mK52GqjS8ORkol6/buWx2G7PnjcXjd7Lyo2qi4QSzTxrb4wSs8VCYlYtDlJQ5yMxp+1Iyk3jXLyCWtx9xdwm5GRpMB3gydvBN6s7usJE/JkDV2mYSMaNTufLBkJbtIbPAS+XynpMj2D261mlTE48mCYfitDbGMBJmp/FaWmsWvb4Bu9PG9CN2fFxYT+KRJFrLxK67gkRV1eB/hgkxDHw+n77uuus2X3bZZeMefvjhrEsvvbTHEqPFxcVJj8djdq1oB1aVO6/XaxYVFfVa0KGkpCS+Zs0aj2manVp/li9f3ul4kyZNigFkZmYap556anDAL6xNbW2t/f333w/86Ec/2vy73/1uS/vyJUuWDLglZvz48THDMJg6dWp00qRJgzL1z5gxY+IAS5cu9ZSXl289ZktLi62mpsZ52GGHDahLHaRWyvunQL5S6j6l1Hg1SCWblFIBpVSuUmqSUuoWYBpWNzqAvbESuE867tM2p9IiYN8+jpuplCrr+MDqkifE7qNpY+pzGqXCmwmhaqtlqotoa4K6Hkp2hxpjLHxmFW6fg0POLsfRcW4YrSHagq5ZRmTtErK89aTlBkj3xchybiKy7kv0xk+hdhW01kEiYpVxwRrXM+OoUUw/spTKZY0sfHoViVj3m0kr/7eOZEIxdd9tn9Pu6vewx+ppKZ5HIMOG02yF9GJ6nVBnBzlcdvLL0jGSJsnE4E+QXjopi/pNrUSCPX+HtHetG+ry4qkyTU20NUHjllYqVzZStbaZYJ1VhKFrIYvNq5qoWtvCXocUD/oYLq01kVACu9NG0XhJjIabGQ6jIxFUL3eXhdjdXHLJJY3FxcXxu+66q6i3bRwOB4ccckjLq6++mrVq1aqtH4CrVq1yvfbaa1lz585t6a3FBeC4445rrqqqcj3++OOZ7cuCwaBt/vz5nQZnHnzwweHS0tLYfffdV9hTCevNmzen9A/PbrdroNv3y+23316QynE6+vrXv95ks9m44YYbiruuMwyD6urqlL+s582b1+J0OvV9992X3956BnDHHXfkJZNJddJJJw04OUrlDWvCuoyZDXwP6KkbjdZap/rp9xfgjLbf48AfsbrSAbT/0W3pulPbsoP6OO41wE0pxiLEriMWgrpV4BvYHD395suGmuVWK0tbS0syYVDbQ8nuWDjJu0+vxDQ1h3+9fNtFp5GEcAMEN4MRIxpzkV6QSXqe3bpb7HKQUezDdCdprjfwJkKohraaLspuJWneLHD6mTS7EI/PyccvVfDfv61g7tnlWy+e4y0hVi0JUzq2Q6sR4K14AcNbQDh7NsVZdoglIG3An+P94vI4KChLp3p9C4mogVIKu0Nhd9l3eOxM6eRslr6zmcoVjZTv1/112B02IuE4iZgx7K1HhmESjyRpbYoRbomjTSsndXoc2HrpdphMGCx6fSPpuR4mzBrcIgzatBKjtGw32YX+Tn+/Yngkm5qsypi7WDIvxEA5HA4uu+yy6ptuumnUP/7xj/Qzzzyzpaftfvvb32469NBD0w899NBJF110US3Ao48+mme32/Vvf/vbTT3t0+6aa66pe+ihh/Ivu+yysR9++GFNYWFh4qmnnsrxeDydupc5HA7uv//+9WeffXb51KlTp37961+vLyoqSlRWVrreeuut9LKystjzzz+/rr+vLTs729xvv/1Cv//97wsTiYQqKSlJvP766+kbN24ccMvRtGnTYtdee+2m22+/vWT//fd3n3DCCU1+v99cs2aN+9///nfWj370oy0//OEP61I5ZnFxcfKKK66ouuuuu4qOOOKICccff3zz0qVLvU8++WTenDlzWs4555ydkhzNZ+s93kF1M/AnrFadCwA34ARiQPuI41gP+0U7rO/J3cCjXZaVAu8OPFQhdhKtoW4FON2ptX6YRuqtJTYHuPywZQmMPgDsThqrwqA6l+w2kib/e3Y14eY4h507kfQcr9XyE6qFUBWgweknmnTjzbCRlWfvdgMlM9uO1tDS4MXr91rrtQmxIITbhjTanIwpycJ9ciHvLajizb8u59Cvl5OW7WHF/yq6tRrZg+tx1S+iacIlBDKdOG1Jq8vgEHSp68rtc1I6MYtE3CQRTRIJJYi2JjCT1kelzQ4Opx2bo3shgr4Ecjyk51ld63pKjgCU3UYkGB+W5MhImMQiSUKNUaKhBFqD3aFwex39Knaw4v0qws1xDv/GpEFNXoykVSwju8hPIMczpHNSif5LVlWhvD50uHW4QxFi0Fx55ZV1d9xxR/Htt99e1FtytN9++0VfffXVFT/96U9L7rnnniKAmTNnhm6//fbKvuY4Aqsy3euvv77y8ssvH/XII4/kezwe87TTTmv42te+1nzmmWeWd9z2lFNOCb7xxhvL/+///q/ooYceKohEIra8vLzErFmzQt/73vdqejsHbGsham8xAnj66afXXnbZZaMfffTRfK01c+fObXnllVdWlZWVTe/n29PNbbfdVlVeXh574IEHCu64445im81GUVFR/Pjjj2866aSTenz/tufOO+/cnJOTk3zooYfyfvGLX4zKyspKXnzxxdV33nnn5oHOcQSgdqVuGUopJ1YXulVa6zOVUmcCzwBztNbvd9n2aeAgrfWoFI5fBqxbt24dZWVlgxe4EIMtWAVVX4C/n3fVtYbFT8Cn82H2d2DvM1M/Z7gB0goJe8dTsyHUaZyR1poPnl9L5fJGDjx1HKPGOqxWomiz1fLj8oOyEY+Z1picYjt2e88XplprGmoNQi0mXl8PH17agGQMjDj1dbDwLTvKpjjguHzeW1BF4SgnBx217b5I2tL78G54ico5f6OoPA9HogmyyiBnXOrvwSDQWmMkTBIxg2g4QSSYIBE1QFmzZtudNhxO23aTiC/f3cxXCzcz78oZPXY7M5ImpqEpLs/cKUlAMm69nlBjjGhrAoXC4VQ43N2T4L6EGqO88ucvKZmUxYGnDN5/o0Q0STKpyRudhi8gpaJ3FWY0SutHH+PIzsZobMC3//7YPFIYY3dSUVHB2LFjAcZqrSt62mbx4sUVM2bMSOnOv9g1/O1vf8s4//zzJyxYsGDF1772tT7nbRpJFi9enDtjxoyyntbtUh2AtdYJpdS/gBuUUl62dafrqU9nEbB5pwUnxM6SjFlFEvo7P08yCv+9Dda+ZXUle/9+CG6BA7+XWiuSNwujoZKGiBt3Rm6nC94v3qykcnkj0w/OZFTGBqiNWRXuOsSYiGuUUuQV9Z4YQducQXl2tAmhkImva4Kk7NYYK6ePnFI48qQE77wc5Z3nqwHF1Jnbxq6oZBhP5WuE8w/Fn5eNw6kgbkDa0M2Xsz1KKRwuOw6XHW/ARVaBVbUvEbe6n0VCcWKtSavEOcpqXXLZuxWfKJ2cxVcLN7NpZSPjZ3af+NfusBGPJIa0a10yYRBpiRNsjJGIJkGB02XHm+YccEK26PWN2OyKGUcO3hDQWGsSu8NG0fi0Ye9mKDozmlukDoMQu7CPPvrIr5Rin332kXKSbXbFbxEv1g3WALAUSAL7YVXLA0Ap5QL2AZ4YhviEGFr1a6yWIHs/BpEHq+DVG6x9Zl8K078OH/wBlv7DKrRw5A1WF7P+UIrmaDpm/TpcGQHae62u+rCSlR9VM2GSZmJZPdj84OzcozWZ1BgGFI5y4HBs/0pIKUV2vh3ThEjExOvtvfk7kOXkyJPtvPdGhKwcOxlZ2xI+96Y3sCXDtJScTF6m3UosnT5wpfXvNe8kNrsNt9eG2+sgkO1Ba00yYZKMGURbE0RCCcItcZxu+9bqd+m5HgLZHiqX95wcgVW1bqi61sXCCWoqgmitcbi7F1QYiM2rmtiyupnpR5QOyvG01kSCSXzpTnJK0nqsbiiGV6KmGuXZvebkEmJP8Nxzz6W/9dZbgQcffLBg7ty5zSUlJb1WztvT9PqNqpQyARPwaa3jbc+31wev3wUZlFJ5WuvaLsvSgbOAjVrrmrZlrwMXKKVu6VDO+wIgDavLnRAjR7ihbU6jfrR8bF4Er98EZhKO/601XxHAnCsgvQjeux9evAaOu2W7E70CxKImLS02a6LX+jWQMYpNSzey6M0IxaMU+8zxo3qYz8E0NIm4prDUgcvV/1vENpsit9BO7RaIRkw8fSRIXr+No072d16oNb6KfxEPTMAzeqrVahRuhZwJu3zJYKUUTpfdaoUJuMgCIsE4NeuDW5MjpRSlk7NY9v4WYuEEbl/3ZNnpthFsjJKe6x3UrnWtzTHqNgZxeuw4nIOTeBlJk0WvbySQ46F8/56TvVS0T+yake8lM08mdt0VmfE4ZmMjtqztf/4IIXau2267rfCrr77yHX300U1//vOfNwx3PLuSvr712gswGF2eD5anlFJR4D2gChgFXIxVNOGcDtv9vG2b/yqlHmpb/yPgP1rr1wcxHiGGl5Fsm9Mo0PfFvdaw7AX4371WuerjfgOZoztvM+0Mq4vdG7+Cf30Pjr8Nssb0ekjT1NRXG7jcCuX0Q7SF+mXL+eAtO9n5dg44yofqoaucaWqiEU1esR23J/W79u0JUs1mKzlL5RjOhiU4ghXUTfoBmZltH2XaGNzJcncil9cBymoNaU90Sidnsey9LWxa2cS4fbonzFbXOmPQutZprQnWR2nc0orb7xjUYgkrPqiitSnGoedO3OHjJuPWa84rTcOfJeNXdlVmSwtapVaMRAixc3z44YcrhzuGXVWv36Za64v6ej4IHgcuBK4CsrBKhX8AXKC1frvDeT9TSh0N3IY18WsL8Gfg+kGOR4jh1bQRkpG+L+6NhJUULX/Raik68obeu5CVHQLz7oFXrod/fR+O/TUU79PjpsEmk0RCby2QEIqlsfDtMF4/HHKMt8euclpromFNdr4df9rA5xOy2xX5xXaqN2niMY3L3b8LKe/6FzAdadgnHWW1GiWj4E63ikPshuwOG26fAyNhbp07KiPfiz/TTeXyxh6TIxi8rnXa1DRWh2muC+NLcw1qS0xrU4xl72+hdHIWBWXpO3SseMTq+VE4PhN3L6XCxa4hWV2NzSXFMYQQu5d+375TSg3qbIpa60e01odrrfO11k6tdZ7Wel7HxKjDtgu11gdrrb1a6wKt9VVaa6kJKkaOWAjqV1lz/fQm3AALfmAlRvt8A479zfbH1uRPhlN+D74ceOlaWPVat03iMU1TvYHHY10MJ5Oaha9FAJh7nA93D93dtNZEWiEjx0Z65o5/NFgJkgObzYpne2zRetxb3iVUdByB3LZkKNYKGf0uXrlL8me4ScS3TWHR3rWupqKFWLjn7uDtXet2pPKoYZjUVYYI1kfxBQY3MQq3xPnkPxVbJ/kdKG1qwi0JHG47heMzJDHaxelkkmRDI8or442EELuXVPo2bFZK3amU2meoghFij6S1VZ3O6em9ulztcvjnZdaksEf9wirX3d9KdOlFcMr9UDAN3voNfDZ/62SM7WW17Q619YJ48Qcxgk0mBx7hIZDR80dENKJJS1dkZg/ePROHw0qQwKp81xfPhpdQ2kBPmWe1amltPXw5gxbPcHD7HN0myiydnIXWsHl1U4/72B02jLi2yoUPQDJhUFPRQiQU71S+fUc114T56MV1vPSHJdSsDzL9iFJ86QMrwpBMGERCCbIKvBSMScfhHNR7dWIIGMEgWpuoHZhrRAghhkMqt97WAtcAVyullgKPAX/TWlcPRWBC7DGaN0KkAdJ6GaS+6jV45w6rVemU+yG3vOft+uIOwIm3w9t3wCePWFXu5v6Q1pAiFtF4/dYF8aaKBGuXJ5g03UVBSc8fD7G24gnZ+anNb9MfDqeioMRBVWWSRFzj7KnAg5nEu34Bkez98Je2jaNKRKyiE87de/yJ023H7rRhGubWcTlZhT58GS4qlzcydnrPXS5t7V3rUmxNiUeT1FS0oDV4/P2ojrgdWmtq1wdZ8WEVVWtbsDttjN83j4mzC/BnDqx7Vaw1ibJB4biMQYlR7BzJ2lqUc8crEgohxM7W729SrfVBSqkJwDeBbwC/A25VSr2KlSj9S2sdH5owhRihWrZYrUY9VZMzDfjoQfjiKSiaAUffDN7MgZ/L7oIjfma1JH02HzNYTcOEG3GnWd3SIq0mn7wbJSvXxrRZPV/UxGMau9MqomAboupgTte2BEkltDWeqAN39XvYY/UYM6/G2z4WKhGGnPFDEs/OpJTCn+Em1BjF3Tb+SylF6aQsVn1SQyKaxNnD2CKnp61qXV7/q9ZFWxNUV7TgcNpwuXesJcY0NZuWN7L8wyqaqsK4fQ72OrSY8fvmW61hAzxmNJTAn+kmu9CP3SktELsLbRgka2qxBQLDHYoQQqQspW8trfVq4EbgRqXUYVgFFc4ATgSalFJPa60vH/wwhRiBQrVQ9YWVGNm6/FOMBeGNX0LlxzD1VKs8d9dtBkIp2O8SdFoh6t3/R2HLD2g54DcYnjw+ejuKYcABR3ix9VCZLpmwunvlFzn6nOR1MLjcHRIkpbF3KAjhrXiBpKcAz6Q51oL2bmjekVEu2Btw0VLXeS6+0slZrPyoms2rmxkzrXvXQZvdhhE2SESNfrUehRqj1FWGcHsdO5R0JOMG676oY+VH1YSb46Rlu5l1/BjGTMvZoeMmYgbJuEF2SRqBLLdUO9vNmMEgmEaPpf/F7idpyvQ3Ys8y4KuttsIJbyulvo/VkvT/gO8AkhwJsT3hBtiyyGoJ6pr0NFbAKz+3JnGdey1MOWnwT196HMG9s8n/6pdkLbySDzLupGZzOvvNdfc4zshIahIJKBrl6NaS0/MJ6mHz57DpM2iw5kwidxLkTYLcCdZErdvh9igKSuxUb0riUlbRBntwPa76RYSnfQufq+19S7Ra80I5RkYXHpfHjupS0ju72I834KRyeWOPyRFYXevC2+lap7WmpTZCY3UYzw6U6o62Jlj9SQ1rPqshHjXIKfGzz9GjKC7P3KFERmtNrDWJ3WmjaHxmyt0Exa4h0dAADukCOVKEE+HhDkGInWqHvnmUUkditR6djjUpa/1gBCXEiBZpgk2fWuOA7F0u6Ne/B2/+GhxuOOkuKNx70E9vGJqGWhNH8SwaM+8h/u6f+OILH6OLWiibWNxte9PUxKJtk7z2VmY7FoQti61kaPNnVoIHVjW9nAnWhLWr26clU9a8THntydJEaxtn96pWHq+NvCI7NZsMPF5Iq3gBrZy49+6QMCaikDdlh96TXYnNbsOT5iQRMzpPCDspizWf13Za3pHTYyPUGCWjl651pqlp3BIi2BAbcOGFYH2UlR9VUbGkHtPQFJdnMunAAnJLd7z7lGmYRENJ0nLcZBX6sQ/iHEti59GmiVFdjc2/e5bUF92FEqHhDkGInSrl5EgpNRkrIfoG1oSsSeA/WOOOFgxqdEKMNLGglTy406wEqJ3W8Plf4ZO/WAUXjv117wUadlBzvYE2NXa3jZi3jNdC1+N1tHC0cRWJDZcQHTNvW1imNZdRXpEdj6/DxWoyBlVLrNey6XOoWwHaBLsbiqZD+bFQMhNyyrdV1QvXQ+0KqFtp/az8BFa9aq1TNsgcA3kTt7Uw5YwHhwef305eEdRtDOKpfI34qMNwB7LaA7T29WQOyXs1XPwZLuo2hTolQaWTrXFHW9Y0M3pq9y6EfXWtM5ImdZVBoq2JASVGdZUhVnxYxeaVTdjsijF75zBpdiGBnMEpgBGPJjGSmrxRMqnr7s5sbcVMJHFIl7oRozHSONwh7DaUUrN+8IMfbLnzzjs378zznnHGGWUffPBBYNOmTUsAVqxY4Zo8efLeN99888Zf/OIXNTszlpGg38mRUuoKrKRoFqCAz7C60j2hta4bmvCEGEHirVD5qZVAODpcACbC8N/bYN3bMOEYOPTazonTIIpGTILNJh6fdXG86P0YoaCNw4/PwbZ5CulL7sEerqJ18rfQKCJhTVaeHb9fQ/WX21qGqpdaE9IqO+RPgX3Ph+KZUDC1e2tYO18OjJljPdq11rUlTCugdiVs/AhWvmKtUzbIGgu5E/HnTcLZUI3NCOOYftq2/WMhCBSBfWR1v3L7nKA7JzA5pWl40qyudT0lR2C9ZV271iXiBrUbghhxE29a/7seaq3ZvKqJFR9WU18ZwumxM2VOERP2yx+0qnFaa6KtCVxuB/lj0nZ4Ilsx/IyGBinfPYIkjAStyT17Wsl777035+qrry5rf26323VeXl7i6KOPbr7zzjs35eXlDWweBbHLSuWb6F6gCishekxr/eXQhCTECJSIWC0sdju4Ooy3SYTh3z+yEoQDvwt7n20VTRgCpqmprzFwuhRKKSrXJVi3MsGUfVzklbppLv4VaV/eh3/NU9jDW2goPYe8yBJ8axdZXeba+53njIepp1ktQ4XTO7+eVPlzrUfZwdZzraG1ti1Zamtl2vAerPwPLkDnlGMvmrptfyMOgcKBn38X5XDZcXrsGEkTu2Nb1bqSiZlUfFFPMm7gcHW/M+/y2Ak1bOtaF48kqa5oQSlw+1NLPL58ZzPL3tuCL8PFPkePYuyM3B7POVBG0iQWTpKe6yWzwDdk1Q/FzqO1JlFVJV3qRpBQIoRC/m0C/PSnP900evToeDgctr399tuBxx9/PG/p0qW+Tz/9dLmt7YZAa2vrZ06nc+AzcotdQirflicCr2qtze1uKYTYJhmzWly0Ae70bcuNBLx2k5UEHH0zjJ07pGE0NxokExqvz0Y4ZJXtzs6zMXVmW2uCzU5o2tUYvmICyx6keMs71vL0EphwFJTMguJ9hrYLm1JWd8K0fChrez+0topT1K9CZY/bljyaSauYhSdj6OIZRv4MF821ka3JEVhd69Z8VkvV2mZKJ/fStS6ZJB41MJJWi5HTZU85qandGGTZe1sYMy2H/b5WNuiJSyycRGvIHxPAlz40raRi5zNbw+hYDJs/rdu6+KZNGPV1+PbffxgiEwPVHGvGLl0kATj55JOb58yZEwG49tpr6+bNm8eCBQuy3377bd8RRxwRBvD5fJIYjQD9bvvWWr8siZEQKTISVquLkQBPh8RIm/DfW61S3Yf+eMgTo3hM09xg4vEqtKn58L9RtG4r293xwlcpmkvPom727zAP/Smc9xSc8zeY+yMYd/jwjO1RymodKptrJWrtYiFIL942pmmE8aS50Gbn79m8UQHcPgeVy3sfA6BsiqaaVmrWBXF5HCknRoloko9eXIc/083M40YPamKktSYSTOB02ymekCGJ0QhjNDWie+lS1/zss9Tc8TvMuEyHuDupDdfiscs4wJ7MmTMnBLBy5cqtb5BSatYPf/jDYoB77rknRyk163//+1+3akNXXnllidvtnllbW2sHePnll9NOOOGEcUVFRXu7XK6ZhYWF07/1rW+NCoVC3T6A//rXv2aWl5fv5Xa7Z5aXl+81f/78zL7ivP322/NGjRo1zeVyzZw2bdqUt99+ewe6e+wZem05UkodCqC1fqfj8+1p316IPZ6RtBKjeAi8WduWaw3v3Q9r3oDZl8KkE4Y0DK019TVJnE6rO92yxTHqqgz2P8xDWnrnC5lkQqM1ZO41C1t/SnYPJzMJaQXDHcWQcbntKLuVzKq2BEXZFCWTsli/tB4jYfY4l5DLYyfSksATcA4osfn8tY1EWuIcccHkQe1Gl0wYxCMGWQU+0nO9W1+TGDmSVVXYvN2vu8xolPBHH+Hbf39srpFRcn9PEE1GiRpRHIMxx94ItH79ejdATk5OjxNBXXDBBY3XXXfd6Pnz5+ccfPDBle3LTdPkueeeyz7ssMOa28crPfnkk1mRSMR20UUX1ebk5CQ//vhj/2OPPZa/efNm53/+85+17fs+99xz6RdddNH48ePHR372s59V1tfXO77//e+XFRYWJnqK4cknn8wJh8P2b37zm7VKKe6///7Cr3/96xPWr1+/xO12SytXL/r6i/8voJVSXq11vP15H9urtvUj8zauEKkwDatoQbTJKkTQ0eePw5fPWeOLZpw75KEEm01iUY3Pb6O+xuDLT+OMGu9gzITO//xNQ5NIaApLnf2by2g4GQmr8MMI7VIHViLkS3cT7VJgoXRSFms/r6VqXTMlE7O67Wez2/ClD+wCdONXDaxfWs/UQ4rIKeneNWogtNbEwwbKBoXjMgatmIPYtZiRCEY4jCO7+zxc4Y8+Qkej+A48YBgiEwPVmmjd4fFGb8xfNqphU2jYWyqyS9LCR104ZeOOHKOhocGxZcsWRygUsr3yyiuB+fPn52VlZSWPO+64HmudZ2dnm0cffXTTv/71r+w//OEPle3jkl5//XX/5s2bXbfccsvWeO6///7KtLS0jtfYdT/72c9it956a8mqVatc5eXlcYCf//znpXl5eYkPP/xweVZWlglwxBFHhE4//fTy4uLibs2yVVVVrlWrVi3NyckxACZPnhw9//zzJzz33HPp5557bvOOvB8jWV/J0SVYyU6iy3MhRF9ME2qWWYUF/Lmd1y17ET552Cp1feDlQ1Z8oV0ioWmss7rTJeKaD9+K4PUrZh3s6VTOWZuaaMQq2e327OKJEVhd6rLKhvz9G27+dBetjbFOy/JGp+HyWl3rekqOBircEufTV9aTXexnysHd57saCCNpEmtNkpbVNndRDy1dYmRINjf3eiEdeucd7Hl5uCdM2MlRiR3REG3AaZebGe3mzZs3sePz8vLyyEMPPVQRCAR6HXJywQUX1C9YsCD7pZdeCpx00klBgPnz5+cEAgHj7LPP3pqcdEyMWlpabK2trba5c+eGfvvb3/Lhhx/6ysvL4+vXr3cuX77ce9VVV21pT4wATjvttJbx48dHI5FItw/YU045paE9MQI49thjQwBr1qyRPs196DU50lo/2tdzIUQPtLYqrbVshrS8zuvWvg0L74JRB8JhP7HqLg9pKJqGWgObDWw2xSfvR2gNaY74mhenS3XaLhKBrFw7/sBu0vCrje7v7wjk8jrQXe5J2ew2SiZmsnFZQ6dqdjtCa81HC9ZhGpoD5o0dlHFG7UUX8sYE8GfI9/BIl6yuRvm6NxAkGxuJfvEFGaedJiW+dyNaa+oj9ficPpoZeAPDjrbW7Epuv/329eXl5bG6ujrHQw89lLdq1Sqv3+/vcyz+6aef3pKTk5P829/+ln3SSScFY7GY+ve//5114oknNnq93q0f7qtWrXJdd911xa+//npmS0tLpy/ipqYmO8Dq1atdAOXl5Z3vmAHjxo2Lfvnll93+AY4ePbpTa1J7N77Gxsbd5Mt+ePSrI6lSKg14Afib1vrhoQ1JiN2U1lC/Bpo2gL/Lhfvmz+HNX0P+VDjm/6wqa+3CjdbF/taeqVgtIrrjRXGHdd10vJDVVnczd4BwyCQSMvGl2diwJsH6VUmm7usit7DzP/toRJOWbiM9aze5cEnGwOkD1+B0+9qV2R02PD5Ht9LdpZOyWLe4jup1LRSXZ+7weVZ+VE3t+iD7nTiGtOwdG3xtGibR1iS+dBfZxX4cTvkOHunMeByjuQVHdvcKiq0LF4Jp4j+0X8OWxS4ikoyQNJPYR2jBm4E4+OCDW9ur1Z133nlN06ZNm3r++eePW7p06Ve9VfRzOByceuqp9c8880xuNBrd8M9//jO9qanJccEFF9S3b5NMJjnmmGMmNjc326+44oqqKVOmRNPS0oyNGze6rrrqqjLTHHgtNLvd3uOFg9Z6ZHe72EH9So601iGl1P7A34Y4HiF2X43roWGN1ZWuY3evupXwys8howSOu6XzBLCRJquKXcG0zvt0Soy6fLb1tk5rMBPQtAGjqZqGzQ7caX5agyafLoySk29jyr6dx6LEoiZuj43sPHunbna7tFgIcstHfJe6dv5MD41bWjslR/llAZweO5UrGnc4OWqqDrP07U0UT8ykbHru9nfoQzySxDA0uaVp+DPdu8/flNghRlNTr/8cW995B9f48bhKSjAaG3ZuYGLAQvEeh9GINj6fT1933XWbL7vssnEPP/xw1qWXXtprCdGLL764/uGHHy74xz/+kfHUU09lFRUVxU844YStb/BHH33kXb9+vfu+++6ruOKKK7YmTf/85z/TOx5nwoQJcYBVq1Z1a4pfu3atlBQcRKncKl4ETBmiOITYvTVttLrT+XI6d5drroSXfgLuAJx4R+dy3rEgOD3WRKpODzjc2x5OT4eHt/PD5evw8G97uNOsqnhFM2j0zABPJirWwodvWrObdy3bnYhrbDZFXqF9N5uA0+w+lmsEc/scnfNhrK51xeWZbF7VhGkM/K6ikTD58IW1uDwO9jthzICTGdPURIJxHG47xeWZpGV5JDHagyRralHu7tdm8Y0bia9bR5q0Gu126qP1uB3SHbYvl1xySWNxcXH8rrvuKupru4MPPjjSNj4p9/XXX8889dRTG2wdupg6HFY7he7wQW+aJvfee29+x+OMGTMmMXny5MhTTz2V29jYuPUA//znP9PXrFkjydEgSiU5ugn4jlLqiKEKRojdUssWqP4KfNmd59xprYOXrgW0lRh17GoXD1stPUX7gGNwS9tGQwlCITuukvEsqyiivhZmzTbxO0PW/EqAkdQkk5BX7MDu2I0uYpNRayJdl3+4I9lpnG47NofqlgSVTsoiETWoqQgO+NhL/ltJS12U/U8qw+0b2MDreDRJrDVBVpGfgjHpOAex/LfY9elEAqOxAeXtNpULre+8AzYb/kMOGYbIxECZ2qQh2oCnrZfD2qa129ljz+RwOLjsssuqly9f7v3HP/6R3te2Z599dv3bb7+dEY1GbRdffHF9x3UzZsyIjho1KvaLX/yi9Lrrriu85ZZb8g466KCJW7Zs6XZx8Ktf/aqytrbWecABB0y++eab86+++uriCy+8cNyECROig/369mSpJEfnAxuA15VSnymlnlRKPdLlIeORxJ4lVAtVX4A/u/M4olgQ/vMTiDbDCbdB5uht65Ix6yK/ZKbVEjRItNYYSZO6TUFcXjv1m0J89X4NY6blMHrODEgrhFgQM9xCLGJQUGzH5dqNEiOAWCtkjBruKHYqpRRpGW4SMaPT8oKx6ThcNipX9D4hbF+q1jaz6pMaJszKp3Bc6iXRtWlN6Gp32imakEl6jsxdtCcygkG0pltLoTZNQu++i3effbBnjNyS+yNRa6IVjcbW1gvi7yv+PswR7bquvPLKurS0NOP222/vs/XoW9/6VoPNZmPSpEmR/fffv1Mi43a79fPPP796ypQp4fvuu6/ojjvuKB43blzsscceW9f1OGeeeWbLI488ssYwDHXLLbeU/vvf/8564IEHKqZPn9462K9tT5bKzF4Xdfh9n7ZHVxr41sDDEWI3Em6wCi14MzsnRsmYNcaoaQMcfyvkTd62zkhYiVPpfuAOYJoaM2liGhrT1KCtJKf9d9MwrW0M66FNa52pQRvb9tNb993Wq+/DF9bhz3Cz77GjwWGHrFHoQAHR6ipy0qrx6FYwMzrHPliMhJUAJtuL6qi2uhHKOp/NYbWy2ez9P79ue4Fd543aA3gDLprrI52W2R1W17pNKxqZedxobPb+3+uKhRN8vKCC9FwP048oTTmeRMwgETPIKvRJUrSHs7rUde9+Ff3qK4y6Ovznnz8MUYkdEYqHtpZl3xLaQlWoapgjGl5XXXVV/VVXXVXf07qsrCwzGAwuan+utf60p+1cLpdWSnH22Wf3eJyZM2dG33vvvVVdl/d0vG9+85tN3/zmN5s6Lrvwwgs7PZ80aVK8t1h6Wy626fdVkdZ6NyllJcROkIzBlkXWGCJ7h5ZvMwlv/BKqlmAeeSNmwSyMqJXAGPEEiZZmElmTMDYrkvEGTKO9Oh3WrQWF9Yu2FiibahvobP1UypocFGXdqbU7FHZla1tnfZlprfnwX+uItMQ54oLJON3bujlFwoqMcWMJ5E6E4BZoWGvF3PV1pMJMWolQIsbWAhEOr9WN0JNpjZvSelvClIhsaz2Lh8ForzTa5QJ7a/LUlkAZcfBlWcfbw7i8dmxKobXudIe+dHIWG75soHZDiIKxffbq2EprzacvrycWSTL36+UpzT2ktSbamsDpclA8IbPT5LRiz6MNg2RdLbb07i1Dre+8g/J68e2//zBEJnZEbaR2a5e6T6o/GeZoRoYHHnggF+CSSy6RqiS7AflmE2IgGqw5YRLKhRkzMQxNIm7i+fh3eDf+j8ZJV9LCXNiQsPIFrSHWjC1rNDaVgQ1weexDcsd9/dJ6Ni5rYNqhxeSUbCt3HW1N4Et3kpnvA5uCrDGQXgKhaqsEeaQFPAGrIERvzOS2xKb9dTk9VutZdk5biW0/pDJxoGlaxzUTVgJlJq1HIgrJyLZkykhC7ujtH28EstlteNKcJGJGp2S3cGwGdqfVta6/yVHFkno2rWhi+hGlZBb0f+L6ZNwgHjXIyPeSkefbzYp4iIFqjjVT0VJBtiebDHcGfod/a3lno6UFTLPb/EVmLEbrBx/gP/BAbD20KoldV9JM0hJvIdOdCcDHVR9TGihlJSuHN7Dd1AsvvBBYsmSJ97777is84YQTGsrKyhLDHZPYPkmOhEhVtAWjYQO1LZnEots+57LWPIx34ysEx19AfPzJeG2KrU1CkSYoGAWZJUMaWqgxyuevbiB3VBqTD9rWBToeSeJw2ckpTeuckNkdVonxQCG01kLdaoi2JUl2V1tLT7StfLi2kh5PFmSOsarjOX19J1P9YbOBzQUMbmGKkcaX4aJ+U6hTcmR32iiekGF1rTt29HaT7VBjlEWvbSBvdICJswv6dV6rtSiJw2mjcFwGHv/ACjeI3U/MiPFV/VfYbXY2tGzAxMSGjRxPDjneHJzV1Tic3f/dRj79FB0O4587dxiiFjuiNdEKbWPImqJNrGpcxVF5R/Embw53aLulX//618Wff/65f9asWaH777+/crjjEf3Ta3KklBrIvwSttT5qB+IRYtemNUb1SmrqXCS0xuuz7ph61zxDYP1ThMfMIzL5ws6Dk6PNVjGEjG1jO0zDJNwSp7UpRqgpTiKWtPp4t+3WsSudtWBbt7lty7atb99+zWc1KJvigJPHbb1QTsYNtIa80QHsvY1LsdmtBMmfD+E6qF9ttSR5MyC91CpF3p4ISYnmYeH2Odu6W3ZWOjmLjcsaqasMkTc60Ov+pqn58IV1KKWYPW9sv1otjYRJLJwgPddHRoG3978fMeKY2mRV4ypQ4Hf6wblteTARpC5cg2Plcpz+AFkql4ArgMfpxaEchN5+G3t2Np699hreFyFS1hxrpr3M9KfVn6LRTM+bPsxR7b4++uijFcMdg0hdXy1H4+g2+yR+oH2Ckaa2n5ltP+sAmTVMjGjJ5lpq1jZgODPweK0vEE/lqwSW/Ylo0aGEpl0BbWND4lFNqD5EayyNVsNFa3MFoaYYrU0xwi3x7v+6BoFScOCp4/ClW3dzTcMkETMoHJfRvxLLNhuk5W8rOy6J0C7D6bLjdNkxkiZ2x7YkpXBcBnaHjcrljX0mR8vf20LD5lYOOGXb30dfrL/hJAVjM/AGpFVvT1MZrKQh2kCOt3MBFJuy4XP68EU12H0Ybg910TqqwtUopfBHNc5Fn+M/8QSUJNO7nfpIPV6HVUX146qPyfflU+wvHuaohNi5ek2OtNZlHZ8rpcYBbwH3ALdpravalhcC1wGnAtJqJEasZDROzRfLMe0+3B4bRlITr/ic1sVvstpzKXWxk2h9PU5ri0koaGIkwWoKigARPH4n/kwXuaVp+DPdpGW68bc9XB4rcdk6B5zWVu6k25fpbes1aOv/Oiyztnc4bVvnq9GmJhpKkDcmPfU5bCQp2iX5M10010U6JUcOl53C8RlUrmhkn2NG9Tj5av2mEF8t3MzovbIZPTW7X+eKhw0C2R5JjPZAzbFm1rWsI9vTx99KYzPYbdiV3WpZom06gbffBcNk8/RiquqWkunOIN2Vjs/pS2nuELHzxY04rclWsjxZhBNhltYv5biy4/o7obPuWjBGiF2VaZoK6HUG9VTGHN0FvKe1/kHHhW1J0jVtSdJdWEmSECNKImZQ/eVaSMRwpmew+qs4iz+IYprlwM8BsNca+AM20gI28os0/jSFv3Q0aTl+fBkuHM6dNzmm1ppIKEFWoR9/hgyIHik8aU6aasLdlpdOzmLTikbqN4XILe3cepSMG3z4wjq8ARczj+1fQQurXLwmPW/w5uESu4e4EWdZwzICrsDWeW660RpqG6DLxK9KKZwffoEeVURg3AQMbdIca6E+0oBWGm8wgachHZ8/E4/Dg8vuwmlz4rA5cNqcWws9iOHRmmhFt92hW1y7mKSZZL+C/aAfM+gopSpaW1sL0tLSun9ACbGLiUQiHqVUrzXqU0mODgd+2sf6/wK3pnA8IXYL8WiS6jX12Jo3YfOl8fE7UdavSjLas5jy9EUw8wJ8Oem4Pcq6a5aMgWFAwdRhKzsdbU2Slu2Wi9sRxuVxoGwKbepOY4aKxmdgsysqlzd2S44Wvb6R1qYYh39jEk5P/z7yY+EkmfnenZrQi+G3dZyRBre9j5sq4QjEE+Dv8vlSVYtatxHz7K8BYFc2fB0muk6qekKJEE3hMIbZeVJjNNhtdjwOD167F6/DuzWBak+eJIEaWo3RRpxtlUY/rvqYdFc6k7InsaV1y3b3TSQSt1dUVNxTWFiYmZ6eHnI6nUlpRRK7GtM0VSQS8VRUVLiSyeTNvW2XSnKkgSl9rJeRl2LEiUWSVK9rwd66hXgc3nsjRlO9ycy8N5nt+guNh/0B05e5bQcjYZWfLtirX4mR1tsmdm0vyLB1zqIORRhSijmcxO11kF2UJl0cRhhlU/jSXURDiU5zDDnddgrHZVC5vJEZR23rWrdpRSPrFtcx+aDCPscjdWQkTWw2RVr2njef1J5uU2gT9dH6buOMumkKQg/jidQHn6OVgtn79Libw+bE4fSCq+fEy9QmSTNJMBGkMd5oJVBt878pFBqNXVkJVLYnm5K0EhxDMYn1HqouUofX4SVhJPi85nMOLDqw99bDLmbNmvWfTz/9dPWmTZuu37x58wytdTZIT0qxyzGVUlXJZPLmmTNnvtLbRql8qrwKfFcp9SnwV93W9qqsb+ELgcuA5/t7MKXU/sBFwBHAGKAeeA+4QWu9usu2c4DbgZlAC/AUcL3WWppvxZCJtiaormjBqWLUr6/lg4V2tDY5cu9PmVJ7Hy17/xTTt61cNtqARAhyp4ArDa01pmE9tNn2c+sEr4CyEiK704bdZQfTtKb8MTSmaaJNjTat7UC1DS5S7f+jw1Ckrcezqm3byBsVkHloRihfupvWpni35aWTs9i8qomGza3klKQRCcX55D/rySz0sdfc/g+ojkeS5JSkSWW6PUxzrJmK5gqyPFnb37i2HrxdEhyt4f3PYcoEyOrfnFtd2ZQNl92Fq48JqdsTqMpgJdWt1ZRnlfcv5t2E1pqacA15vrx+JyaDIZKMEDNi+F1+FtcsJpKMsF/hfikdY9asWauAS4YmQiF2nlSSox8C+wN/AW5VSq1qW14OFAAb27bpr58CBwPPAF8AhcAVwOdKqdla62UASql9gDeAL9uOXwpci1VNb14K5xOi36KhBNXrm3E4bax+dy1LPrGTnmlj7kENjFl0G7GCg4kUHUUybrX6mEkTYi2QNRYMLwQTKJs1WN7ptqqMOVw27E47NrvC7rBhsytsdtVn647WGq2tn5hdnuvOz3XbepfXgd2561zYxpMmdpvCLsnaoHB7HW0Jc2fFEzJQNkXlikayi/18vKACI2FywMljsfUz0UnGDZxuh4xT28PEjTjLG5ZbRRO2d0EeiUIk1j0BWl2BqmvAPOXooQuUzglUzIjxRd0XFPoKKcso67sr4G5ic2gzyxuXs699374LYgyy1kSr1XsB+Lj6Y9x2N3vn7r3Tzi/ErqTfyZHWurItUfkpcAowu23VWuBR4HatdVMK574TOE9rvfUWqFLqKWBJ2zkualt8C1ar0uFa61DbdhXAn5VSR2qtZWYyMajCLTFqNwRRdsXHL6xi0+o4o8Y52O9gB3kf/Rbt8FE/6WoSMfClKZxOhSPehH38BGy5Y6zkx676fUHaF7V1LiMFu1lX+2jCYEtzhPX1YfYqziAvsPtfuOwK7E4bbq+DZMLoNCbI6XFQODadyuWN+NJdVK9rYd9jR5Oe0/9xZ/GoQeHYjH7NgSRGBq01a5rWYGiDNEfa9ndoCfXYWUq9/zna5YSZ0wY/yF647W5cHhcN0QbqI/WMzxxPvi9/t+1O3BxrZk3zGtJd6WwIbtipyVF9pB6n3YmpTT6t+pR98vfpswVPiJEspc66Wutm4Gdtjx2itX6vh2WrlFJf0ja2SSmVDhwD3NGeGLWZj1UZ72yQaZvF4GltilK7MUQ8muSD59cSbIgyfX87E6d78K/6G87mldTsdQPKn01RgR2XS0GoFgrKIG+clMDGSoo2NUbY2BjGphSmOQQTOu3h/BluGqvD3QomlE7OYsu/m1n8+kYKx2cwfmZev48ZjybxBpy4/TKGY0+yJbSF2nAtOb7tjDNqV10Hni7j0RJJ+PgLKzHy7NybIEop0t3pJM0kKxtXUh2uZkLmBHxO306NY0dFk1G+qv+KgCuAy+6iIdJAMB4k4OrfWMEdobWmMdqIz+ljTdMaGmON7F+w/5CfV4hd1S71Ldg2fqkAWNy2aG+sGD/puJ3WOq6UWgTs28exMtk2QW270kEKVYxAoYYodZtCNGwO8fFL67EpzWFHGeSXBXA0r8K/6q+0FhyBZ+oRBDJt1t3J1npIL4Lc8j0+MYrEDSobw2xqimBXikyvC7tNUd8aG+7QRhy332mNR+uiuDwTZVO4PHb2/1pZv++ga61Jxk3yR6fvtnfdReqC8SCrm1eT6cnscX00GeUfK//BxKyJ7F+4Pyoeh9YwZGV03nDJclQ4gnlgr1/JQ85hc5DtzaY10cqn1Z8yJn0MxWnFu0XBBsM0WN6wfGuXQQCn3cmW0BYC2UOfHEWSEZJmErvNzsdVH2NXdvbJ32fIzyvErmpX+9T4BlBC+8Qx0D7avac6kluAg/o41jXATYMWmRjRWuoj1G8MsnZxHcvfryKr0Mucg8L4sgOYiRhpn92G6crAeeQ1+ANtd+vDjeDNhLwpYNt1xvjsbOF4ko0NYTY3RXHYFVk+Fza5wB5STrcdm0NhGman7psur4P9ThhDWrYHj7//E//GIwaBbHenCnhiZEsYCZbVL8Pv9PdYHjuSjHDbR7exvGE5ABOzJvKNonlM6uGyQb3/GTo9DaZO6PukVhmnQYi+d36nH6/Dy4bgBmrCNZRnlZPhztj+jsOooqWCUCLUqbBEmjON6kg1o5Oj8TiGtnJkMB60qgFqzcdVHzM1Zypprn50sRRihNplvgmVUpOBB4CFwF/bFrd3lu/p1nO0w/qe3I01FqqjUuDdAQcpRhytNS21EWrWt7D4zUqq17VQNj2XmbM19miYeNxGYOV8XK0V6ONuwR5o+5KNBcHhhsLpYN9l/hntVK2xJBsbw1Q1R3HabWT7JSnaWZRSpGW4CTXFcPs6J+Zl03NTOlZ7KfmMvN2rG5IYOK01a5rXYJgGfpe/2/rWRCu3fngra5rXcMW+VxBLxvj/7L13nGR5We///p5Up3Lo3D09OYfdmdkEbGB3gZWMgFwVEBXuDwxXRRAEQUGQ5IoKoldFEPWCcrkEESQtLOwuu8vOzk7ayblzrhxO/P7+ONXV3dM9M90TNtb79TqvCufUqW+lU9/PeZ7n83zl2Ff4wKFPcoO5kV+Ovphuo56yWarAviNw53NBvUBhpO0EDnfG4kX7paIIhbSZpubW2Du2l+5YNysSK56SNTSj5VEGi4NkwnPri4QQKCiMVcZYnlhc8+ZLZbI2iaEZDJWGGC4P85JVL7mqz9ekyVOdp8SsTgjRCXwbyAKvk7KRMFKtXy6UxGzOWj+PujlE7pznudyhNnkGIaUkN1ah79Ake77XR6XgsPPFK1i9JYIcPkDFTxCrHSbR9xXY8FLEiucFD3Qt8F3ovQ60p96f7dWmZAWRooYoihjN39aTQDhuUJg87yFw0dQqLsm2MJrxNHP8eAogfR93agqnf4DQ6lWoyad2hGKa0cooY+WxBeuMinaRj/7so/QV+vj9636fGzqD2pOb22/k2w/9C/9VfYTdfZ/mBYnreW3mBaQefRzhefjP3XnhJy1XYO3KJzT92NRMQmqI8co4E9UJ1qbW0hpufcocr4p2kWO5YyTN5IJjihkxBkuDVzU90PM9srUsiVCCXaO7ALiu47qr8lxNmjxdeNLFkRAiCXwHSAI3SylHZq2eTqfrmvfA4L6hqzy8Js9QpJRkRyocfnCIA/cOoJsad7xxAy3dMezBw3iOQabVJf7DP0dE2+C5vx080HehlodlN8ACZ1yfyRRrDv1TFUYLNQxVpSXaFEVPJnpYhXoqzKV+Dr4XNHyNtzQbvi4F6Xm4k5PYZ8/iVyoII0TtyBEiO3ci9KsfGbkcSnaJ49njJM35Qi5v5fnIwx9huDzMH9zwB+xon6khMms+r408jxe238pXsz/ih/ld3F/cy1/eb5DpaoPlF+il5ftB6vEl9j+6HIQQJM1kI40wE86wOrn6STdssD2bw5OHiWiR8wofTdFwfZdsLUtbZPHmKkuh4lbw8VGEwq7hXaxJrrl4E+AmTZ7hXNFCCSHEksSWEMIE/gtYD7xcSnn0nE0eB1zg+nMeZwDbgb2XOtYmz16kL5noL/DwN06y9wf9pLuivOjXN5PuilKZmES1c3StSZA4/nlEYQCe/4eBEJISylPQsRUiT5zF6pNNoebw+GCOR89kyVUcWqIhEmF90RPyXMW5yiN8dqKqCuG4jmsv4MywSGplj3RHpNnwdZFI18UeGaGyaxe1I0dBUdFaWlHjcaTjYJ09+2QP8YI4vsORqSOE9fC8CflUbYo/fehPGSmP8O4b3z1HGAEwNgmGQVKL8ea2V3L38t/j1tpyWs/k+MbGIvcUduFJb+EnLlWgqw20J+98rK7qtERaAsOGsd30F/vx/POM9yrjS5/j2eN40rtoPVHUiNJX7At6210FClYBFZXJ6iQn8ye5oavpUtekyaL/EYUQf3CR9RpBQ9fF7k8FvkxgqvA6KeXD525Ttw6/B/gVIcTs6sBfAWJLeb4mTSBocjlwNMs9XzjC6X0TrL2+nef/8noUTWCVbDJqP52r4xgTe+Hxr8KW10BPPV2kPAHplZDseTJfwhNGvuqwbyDHo2emKFY9WqIGcXPxoujYaJGPf/cI7/i/ezk+WrzKo312EkkauM6liSPX8TBCKpFUs//UxZCOgz04SOWRR7COHUOETLRMBiU0894pyRTOwADO1NSTONLzI6XkdP40lmcR1uaW605UJ/jQgx9iqjrFe2967/zmn64HucIcm+5uo5W3nOoF4NT2dv5p/D95V9/f8Gjp0PyJvOtB21MjGhEzYiSNJGfzZ9k7vpe8lX/Cx9Bf7GeyNkkidPFIWkgNUXEqFOzCVRnLRG2CkBZi9+hugKaFd5MmLC2t7hNCiEEp5b+fu0IIoQD/AbxiCfv7JPBKgshRRgjxxlnrSlLKb9Svvw94EPixEOKfCEwV3gl8R0p5zxKer8mzGM/xKUxVOb1vnD3f78epedz4ilX0bs5QK7mEohrtqQJGwQKpwo8/DsllcNNbgx1UshBtDSy7n+FIKRnIVjkxVsLUVdpii0+58qVk99ksX3tsgMeHCkQNlRdv7SQTffbVZj0RhCJ6ENG8BOyqR8eqBEqz4et58W0bd3QU+2wfSB8lFkc7T9qcEAIlkcQ6cgT1+utRjKfWd36sMsZIeWReY9GxyhgffujDlJ0y73vO+1iXXuAYVyoH37PZrpxSBo1fN6zm97e8ld3lw3xp8nv8xcgX2WCu4I2tL2aduRwq1SCdLvzUSd1UFZV0ODBs2De+j+Xx5fTGexd07bvSTFYnOZs/SzqcvvjGdUJaiMHi4BV33XN8h6JdJBVKsWtkF13RLrpjF0iPbNLkWcJSxNFngX8WQoxJKX84fWddGH0JeDXw1iXsb3v98hXMF1VngW8ASCkfE0K8EPgEQePXQn0s713CczV5luJ5PqWpGqf3T3D04REm+ktEkgZ3vmkjkaSBVXbIdEWJJwSi/1Rgzf3AX0N5HF7xadBMsEuBM13H1me8ZbfnS06MFRnK1UhHgj5Fi8HxfH5ydJyv7R2kf6pCayzEW25exV1bOqg6Hi2xZnTiaqAbKpqh4rk+qrb476ZTczGj+pLsvi+Xy6mNeqLxLQtnaAhnYBAEKPEE4kJObHUUw8CrVbFPniS0ceNT5vVWnArHc8dJhuYW/g+Xhvnwwx/G8ize/5z3szq1euEdTGXnp8Sd7keMTuC/5PkIIbg+tpkd0Q3cW9jNV6Z+yB8P/AM3RbfyS/pz6Fpz01V8dZeOqZkYqsFAcYCp2hQbMxuvai1SxalwZOoIiVACRSz+9xrRIkzUJqg4lSs6vopTQUpJ2SlzaPIQL1v9sqfMd7ZJkyeTpYij3wI6ga8JIW6TUu6rN239F+B/AL8lpfzcYncmpbx9Cds+ANy8hLE2eZbj+5JyzuLU3nGOPjzCeF+RUETjmjuXseraVlxbouoq7SsSGKYGY0eCM6MDu+HIt+DaX4bOrYEznWtD703PeGc62/U5PFwgW7EXbbZQsly++/gI/7VviKmKzcqWCO940XpuXduKVq9jqTpPTl7/s4VoKkRhorpocSSlxLF9Wp+ghq9esYgzMICXz2OsXYvW0vKUnYD51Sr20BDu4CBSUVATixNFs1ETSZyxMdSWFvT29qs00sXj+i5Hpo4QUkNz6owGigP82cN/hi99/uS5f8KKxIqFd+B5MJGD2NxJuXhoD1LX4LqZFDxVqLwweSO3xK/l27mf8s3s/TwqD/GCvrO8dv0vnDfyIaWk6lYpO+U5S8kpzbuv7JSpuBUyZobuWDc90R66Y910x7ovqR+QIhTS4TQVp8Lusd2sTa2lM9J5xb+j05+Druro6vlPSri+i+M7c1IfhRBoisZYZYyVyZVXbEw5K4eqqOwd24snvYYzYZMmz3YWLY6klL4Q4peAHwH/LYS4Ffhjgsatvy+l/PurNMYrTsG6Orm7TZ58pC+pFAJRdPjBQBQZYY1r7ljG6h2t+C54rh9EizImQhFBz6LcWVANuO/Pg7qi6399rjNd6JndEK9iuxwYyON4Pi3Ri0d5xosW39w3yPcOjlJ1PLb3pvi9F65jR2/qKTvxfaYSjunkxxZv6W1XXWLpEKGr2PBVSomXy2H39+NlswgjhDAMagcPorW0EFq9GiXy1Omr5JfL2AMDOKNjCE1FSaURlxElVhNJrGPHUBMJFPPJTSc7WzhL1a2SMlNz7vuzh/8MVaj8yXP/hGXxZeffQTYfCKTZ74frwSP7YPtmiMxvN2gqIV6buZMXsJGvqvu5p++H3DdwPzd13YTt24HIsWcJHreML89fO6cIhagebSxhLUxfoY9dI7vmPC5jZuiJzYil7lg3PbEe0qH0RY9LET2CoRocnzrOVHWKtem1hNQrE/GWUnIqf2re53Auru/yoYc+RN7Kc/fz757TlyluxBkoDdAT67mguFoKk9VJwlqYXaO7SIfSrEmtuSL7bdLk6c6S/h2llDUhxMsIaoD2EzRhfbeU8lNXY3BXi1P5U2z2N1+1vgFNnniklNRKDqf2jHPop0OMnQ1E0bbbe1izow3PA8f2SbaEibWY6NM9XaSEiWOgh+Gnn4JqDl78MVD0wIChffMz3pkuV7E5MJBHVxWS4QtHx05PlPjankHuPz6BlJJb17Xx6h09rGl7ZovHpzK6qSHE4tLWGg1f26+OMJGeF/T9OXsWv1xBhMNoLTNNaZVQCK9YpPzobkIrV6B3dyOeRAczr1TC6e/HGRtH6Dpq+uKT6MUgdB1UDev4ccytW5+0EwYTlYl5DUZP5k7y0Z99lJAa4o+f88d0xRbqlFGnVIbjZyB+TtuCx48iSmX85+xY8GEA+D4pJc5bdr6Vl1iv5j+O/Ad7xvYQ0SNE9SgxI0ZHtGOO6InqUWJ6rLF++j5TNRd8D13fDZqolgYZKg8xVBpisDTIfQP3UXVnThiEtTDd0bmCqTvWTWe0c848QFM0WiItFK0ie0b3sC697orYWg+Xhhkpjcxr9HouXz/+dY5ljwHwvTPf4xVrZioOptPwJmoTdEUv8JktEtuzKbtlYnqMvWN7uXXZrUtK9WvS5JnMef+VhBAXasn8NgIjhX8A/u/sbaWUfVdueFcH13fpL/SzKrXqyR5KkytArexwau8YB++riyJTZdvtPaze0YbvSlxXkmgxibeYaPo5KTKVKShPwtghOHEPXPdr0Lo+EEap3sCU4RnMSK7KoZECCVMnpC2cPiSlZN9Anq89NsCe/hymrvCybV286tpu2hNPnSLrZyuKIggnDKyKE6SIXgCr4pJoC8+cHLhCSMfBmZgIRJFlo8RiqC0LTyrVeBzpedhn+3BGRwmtXYuWXnxx+mWPdVZUy89mwQihZjJXXMCo8Tju5ATO8DBG9xNf5F5xKhzNHp3TYPRY9hgf+9nHiOkx/vi5f0x75AJpf5YNR08FRgrnCFjx8B5kLApbN5z/8eUqtLeArtOtd/OO699xJV7WHDRFoyfeQ098roOolJKslWWoNNRYBkuDHJo8xP2D9ze2U4TC9rbtvOP6d8wRSfFQHNuzeXzycZbFlrEiseKST6bmrTwncidImReOqh+dOsrXjn+NW3tupeSU+Prxr3N77+3EjXhjm5geo7/QT0ek47KFTMkpIRAcmDiA5VlNl7omTWZxoV/7GeBCNkiCQCS97Zz7n/Jt1mNGjP5SPy2RFhLGE9+UrsmVwaq6nN43xoEfDzJ2JhBFW59fF0WexPckibYw8bSJqi/wR+J7MHYYpAcP/GUgina8MYgeRTLB7WdoipjvS85MljkzWSYdNhr1QbNxPZ8HTkzw9T2DnJook4rovOk5K3jJ1i5iF5mEN3liiSZDVPI2XECr+p6PEIJEZn4a1KXi2zbuyAh2X/+Mm1tsZjInpaS6Zw+le+5B7+0l+ZrXoIRCCFVFTafxLYvqvn3oHR0Yq1Zd1RS0cxu3KuEI6qyo1tVATaWxT5xESyZRolevabQvfWpujZpXo2gXKVgF8lYeQzMak/rDk4f5xCOfIBVK8f7nvp/W8AVeu+fBiTPBDMA8J7WsUoU9h+C2G+E8J1QAcF3oeHLsu4UQZMwMGTPD1tatc9bV3BrD5WEGS4OczJ3kO6e/w78e/FfevO3Nc7YzVIMWs4WR8gjZWpYNmQ1zhMpisDyLw1OHiYViF3TCqzgV/nbv39IabuXXt/46U7Up3vWTd/G141/jV7f8amM7XdUpWkXyVp60eXknFLK1LJqi8ejIo4S1MFtat1zW/po0eSZxoRnOh7iwOHraogiFiB7hePY429u2PyH2nU2uHHbN5cyBCfb/cIDRMwV0U2Xrbd2BKPKD1KFUe5hY2rxwkXphEJwqPPQZsCtw+3sDAwZFrzvTPTO/F67nc3SkyFipRks0hHKOAPSl5PsHR/m/u/sZL1r0pML8rzvWcseGdowlOKI1eeIwwioXO1xbFY9Md3RJrnbnw69UsEdGcAcHQYh5bm7SdSk/8AD5b34Tp68PJZGg8sgjlO+/n8yb30zk+qCvtxIKIYxW3GwWd2ISY/Uq9K6uy6r3ORdp2zhjYzh9ffiuixKNzUn1u5oIVYVQiNqx44SvveaKvK6FhFDRLuJLH4lEUzQM1SBpJhvRhQPjB7h71920Rdp4/3Pef+GJtZRwdhAKZbxUlJJVACRRPRoIrd0HEK6L/9wLpNTVrCAVL/rUqSubxtRMViVXsSq5ilt6bkERCt8+9W3Wp9dzy7Jb5mwrhCBlpqi6VfaM7WFNcg1dsa5FRW083+PoVNDX/mK1S184+AXGK+N88HkfJKJHiOgR7lh+B98/831+buXP0RntbGwbNsL0F/svSxxJKZmsThJSg/5GO9p3NMsMmjSZxXl/DVLKDz6B43jCCWthstUsQ+UheuO9T/ZwmiwCx/Y4e2CCvff0M3q6gB5S2XJrN2t2tuH7EgmkOyJE0yHUBSIhc3AtmDwBg4/CmQfgpt+ARHdg2937nMC6+xlIzfF4fDBP2XJpjc4/Sz+YrfI39x7n4FCBTZ1x3nbbam5YmZknoBZD1faoOC5CgHGxz+NZjvR9/FIJ6boXjFbOScuZdV0Ammdh5yw0XQEhgom5qoKq4bs+mq4QvcyGr16xiDM4iDM2htA0lGRqzoTfr1Yp3nMPhW9/G29iAn35clp/53eI3nwz1rFjTP7jPzL28Y8TufFGMm9+M1prK0II1EQS6bpYJ0/ijowQWrcONXF5UX2/WsUZHsYZGgIpL9ij6GqiRqO4U5M4g4MYvUv7rzlXCOWtPEW72GiyqioqhmoQD8XPO2HfM7qHv9z9l3RFu3jfc9538V45I+P4Q2NU4hrCrbE80YuKxtniGTRFI/LQHmRHK6y6wGupWbDhPLbgTzFev/H1nMqd4rMHPsuKxAp6E/NfV1gLE1JDnMyfZKoWmDWc20j3XPoKfRSswkX7GT089DD3DdzHq9e9mg2ZmTTF161/HT8d/Cn/ceQ/ePt1b58zlqnqFCW7RMy4tFrPmlfD9mz6in0U7ELTpa5Jk3NY1KkCIUQM+CbwxaXYdT/VSZpJzuTPkDEzRPWrl/LQ5PKwqy59h6fYd08fI6dmRNHqHW1IXwKCdFeUaNK4uCiaZuo0lMbhob8JokRbXhM40/XsfMY60xVrDvsH8iAhc44jnedLvrF3kC/9rA9dE/zenet4wab2JddhOJ5PseYgJcTDOptbE6QiRjPitADSdfGKRdyJCbzxcXzXC1ROY4NZ18Xc23M+lsCNAaXoUyiCGRJzHiOBmqfS2mViyygiFEKEwyi6jtC0wBBB1xGquqBt9RznuaksIhRCTc+t0fFyOQrf+Q7F734Xv1zG3LKFlre+lfCOHY3tzM2b6b77bgrf+ha5r3yFwbe/ndTrXkfiZS9rjEPLtOBXq1Qf24O2rAdj+fIlN1OdEXDjCFVZdI+ipSKlxJuawhkeRjFNQmvXnndbNZnCOnUKNZVCjS+cmjVtZz0thHJWjpJdmieEltIjZ9fILv5691+zPLGcP7rpjy6eFpYvUjt+Aitq0B5ppSPSgaYEgtLUNnLm9F7E0VP4r3rR+UW86wXpdomnx3FUVVR+d+fv8t7738snd3+Sj97y0QV7CSlCoSXcQtEu8tjoY2xIb6A1snAEcqIyQX+x/6IGDJPVST574LOsSa3hteteO2dd2kzz8tUv56vHv8rx7PE5zXk1VWOkMsJa4/zfuQtRdsog4NHRR9EUjWvbrr2k/TRp8kxlUeJISlkSQtwAfPEqj+cJRREKIS3E8exxrmm7ZlF/ONJ164uHEo00bYuvEr7nU5iqceT+Pk7vnWBqzEbTYfN1EVZfkwJFR3HLpDriRNLRpU2grCJkz8CuzwZ1R89/D9Ry0LYRok9Mus0TzUSxxuNDBSK6RvicYvzTEyU+/cMTnBgv8dzVLfzG89eQiS7+/fR8SclycX0fU1NZ3RajNRaa9zxNghodv1DAHR3FncoipY/QjSDV6zIn8JGoT9F3UCJzj2O27WPiYxrg5QtIz0N6HqKutqY1lwBQ1SDVLWQizBBKKIQ7OopXqaCYYbTWub8PZ3iY/De/SenHPwbXJXLTTSRf+UpC69cvOEah6yRf/WoiN9/M1Oc+R/bf/o3ST35Cy1vfirlxIwBKOIw0TZyREdzRMULr1qK1tV3wWCt9Hy+fxz57Fi+fRxihK+Y851erQUPY4WGcwUHc6etDQ8harbFd6+/8DrHnP3/h162qKJEotSNHiOzYgdA0HM+h4lYo22Vydo68lcfzg55glyKEzuXBoQf5zJ7PsDq5mvfe9N6LngC0SwVqB/YST7axOrMS85zIiKmZdBwYIA8Ud64lIn3UhcZWLkNvdxC1fJqQNtP83s7f48MPf5i/3/f3/P51v3/e707ciON4DocmD9FpdbIqsWqOtXbZKXMke2SOEcZC+NLn7/b+Ha7v8r+2/68F09peseYV3NN3D188/EU+8NwPNPYX02OMlEbojfdekt34RGUCXdHZNbKLrS1bL9pYdrbzX5MmzwaWkmS6F9h0lcbxpBHVo0xWJxkpj9BltCIdJxA/jhNMZKpVZLWGtGr41WqQjw1Iz0fv7iK0Zs1VOSv5bMWuOfTtH+LIT4cZPFnBdSEWl2y7TmPFakBWUcslUilJJCRQChIKgFADO249Elwa0SA1TtWDGiLVAFWbse4+cx8M7IKbfw90M3ClS13IoPHpiZSSgWyVY6NF0hEDfVZkzfF8vryrn//32ADxkMYfvngjN69ZXINOKSVl26PmeOiqoDNp0p4wiYe05gmDc/ArFdx8HndkFK9YBCRKyERJJq9obY2uC1Q1MNtQlOAzkFLiuZKWrhBqaBEnfzwPfD847pVK4HmIUAgtM7ew3jpxgvw3vkHlZz8DTSN2++0kX/lK9K7FWQzr7e20v+c9VHbtYurzn2fk/e8n9oIXkH7jG1Hj8aDpZSqNdBxqhw6jpocJrVmLGps7wZeuizs5hX32DLJaRUSil1RPJD0Pd2wsEEH1ZVoEeVNTMxsKgdbWhtbdTWzjRvTubvTubvJf+xoTf/d3qMkk4e3b5+8fH1uH6uQYg4/fT6EzTs0LhJVAENJCxIzYJQsh13cZKY8wWBpksDTIQHGAh4YeYkNmA3944x9eMAXMlz758iShI30sT60l09LF3BBm/TVISeW+Bwht3EDP6mvoL/ZjamFCs3rxIOuhypYnzn3wcnF9F03R2NSyiTdsegP/dujf+Napb82x0T4XXdXJhDNMVCbI1rJszGwkGUrieA6HJw9jauZFa3i+ferbHJw8yFuveet57dRNzeR161/HPx34J3aP7ub6znqtnlAQCMYr4xfuUbUAvvTJWlmmalOMVcZ41ZpXXXB7KSU1p3bBbZo0eaaxFHH0AeDrQohvSynvvVoDeiI43X+AHlWDWg0sm1SlQn/lMKH02jkHeolopHsITUNJzExmpJS4o6NIy8LcsAGxxNSPJjNIz6cwNM7jP+nn5IECxTyoqmTZSoV13QN0VX9EKLcfHo+iJNvR0p0IOsHtgFgHxNoDEeS7Qc1QLRtcb6Qh1a8oWiCYJk/Crs8FKXSrbgcz8Yx0pvN8ycnxIoPZwHhBVWZe35GRAp/+4XH6s1Xu3NDOW25ZRSJ88XqMmuNRtl0A2uIhNnTGSYb1Oft+tiOlxC+X8bJZnJERZLUa1ACFI2iZC6fZSCnB9xsRahqR6vrt6ZM351mv5mpYFQc9EUOkW3CjGcJtaUKLEEZAo05JLFCbM+08V/jP/6R28CBKNEry1a8m/pKXXNCK2y+X8a0aQkrQ9SDNTQiEEERvvJHwtm3kvvIVCt/6FpVdu0j/yq8Qu/32YBtdR2ttxSuXqTy2G6O3F2PZMqTv446NYff1IX0fJRpDbVlcarR0HKxjx6ju34/d1xeIoNHRwF2tjhKLoXd3E772WrSurkAE9fSgdXQsGKUOrVnD8Ac+wNhf/AWdH/wgyurlWK5F2S1TsItUnDK+lAjAODWIHt9COLV0AVFzaw0BNFgaZKgYWFSPVkbxpNfYrsVs4dZlt/LmrW/G1BZ2AJRSUnSKeK5Dz5hPJrIKI33+76d9+jTOwACZ/+//IxFuI6yHOZU7jeu7RKcjD+UqtGYg9NT9P3R9l6pbxfGc4DuGwFANInqEl656Kceyx/j3I//OmtQaNrdsPu9+hBAkzSQ1t8a+8X2sSKyg4lSwPZukeeG6rjP5M/zHkf/gho4buKP3jgtue0fvHXzn9Hf40uEvsb19e0N0xUIxBooDdEW7lmQqVXWruL7L7tHdCATXdVx3we2LTvG86YNNmjxTEdP5zBfdUIjPAzcAm4F9wDGgcs5mUkr5lis6wiuIEGIlcPqGT27nkxt+g4yRqhcsq5T9GlE9yurUahY6a3Y+3FwWNRzG3LLlSe+E/rTC93GLWU7t6uPQI1mGByS+L0i3SNZ29rNe/R7xqftR3SJS0fHbt6FIG1EahcoknNtNPZyuC6UOiHfMXJ9eQnFABkYM330PTByHV/1dkEbXe+MzzoDBdn0ODxfIVmwyEaMRzak5Hv/28Fn+a98QLbEQv33HGq5fceEJu+P5lCwXX0pipkZvKkwqapy3L9KzEel5+MUiztQU3ugovuMiVAURjpw35dMrFrGOHqV2+DDW4cPYZ88ibbsRnb5iqCpqJoPW2orW0oLW1oba0hLcbm1FbWlBicXOG/GTrkv5wQfJf+MbOH19qC0tJF7+cuIvfCFKeOGIxLTBBI6Nkmkh1LsMEQphnz2LMzKCEovPO17aZ84w+dnPYh09SmjTJlre+tY5BgbS9/ELeYSiBBEuIVBi8UU1kXWGh6nu3Ut13z5qjz8epMMpSiPyo/f0zBFB56sLmvc68XE8B0c6VMfHKH3wY/i2Remdv4bfnkFRBLpiYCj6zPtr2UFdzrUb5/UPmqZgFeaIoMHSIIPFQSZrk41tVKHSEe2gJ9bTWKYbnJ5PEE1Tc2uUnTLtkXa6syAGRi8acZv653+m8L3v0fvZzzbeH8e3A+MBu0jciKNkC7Btw/ymsU8i06YWlmeBDCy6W8OtpM00MT1G1auyd3QvmXBQR1dxKrz/gfdTdst87NaPkTEv3gTclz75Wh4EF3WRsz2b997/XipOhU88/xOLaieye3Q3d++6mzdvfTN3rbyrcf9UdYpNmU1LEi/D5WFOZU/x8V0fx1ANPnTzhy74unJWjrZqG5vWbQJYJaU8s+gna9LkacpSxJF/8a2QUsqn7IxpWhxt/YstrO1Zzp/0vAVDmTlDmq/lWZVcRWqJFplesYgAzG3b5qV9NJmF7yGrObJnhnn8p2OcPCKpVAS6LlndOcgm47t0V76PkA6+Hsdf9lyUVc9D6doWPF5RgggRAmoFKI3OXYqzrnv23OfWw4FI0iNBw9db3wnLnwfLb6oLp2cOFdvlwEAex/NJhmcm5vv6c/zNvccZLVi8dFsXv/rcFUSMhSdnUkoKNRfH8zF1hZ5UmNZ46LzbP9uQrotfreJXqnjZKdyJyaB+TdNRIpEFJ+zu5GRDCNUOH8bpq/fL1jRCa9ZgrF2LYpozJgmzotZC1+fePnd93VQBoTIy5hPyK9hjExjVKYxKFndyMjB+mJjAnZqaEyUBgtS5ulDS2trQWlpQW1rwK5UZ57neXpKvehXRm29eMLIEgUj0igWEL9G6OtG7uucdE91sFuvECWStFkTjZ1uA+z6le+8l+2//hl+tknjFK0j9wi/MEVLScYLo1gVSEv1Khdrjj1Pdt4/q3r24o6PBW93eTnj7dszt2wlv3YoSuZjVtMT1XRzfwfVdbN8O3OPqi+O7IEDU/0aN8Tzm3Z+DSBj5nt+E5HmOLYUifibJZHdsnggaKg5RdIqNTUNqqCF6Zi8d0Y4l2y+7vkveyhPTY6xJrSFSsKkdPIiaabng+yk9j/63vQ1z/Xra3/3uc94hn5HSCMO5PmJaFG371ic1Ci+lxPIsam4NX/qoQiVjZmgJtxAzYpiqOe9EwJGpI+SsXMOwor/Yz/sfeD8rkyv54+f88RW1uf7nx/+Z7535Hu+96b2LNkKQUvKhhz7EUGmIv77zrxtpkjW3hkCwo33HotOZD04cpL/Yz7vuexdv2PSGC6YP5mo5emI9kIVVq1ZBUxw1eZawaHH0TGBaHP35F97Fv/Idbo/v5G3tr2kcVFzfxfIsNmU2NRx6FotfrSJrNcytW57Qbu9PeTwXrALO5BDHd49xaL9kdAhA0JkcZ1PkHtb730ATNm64G7/3eSirnoPWtiZozgoQaQmEjeeAXQSrBHaZIF2ubsklFNCMoL5I0cAqzBJMY1AambndshZ2/hosuw5ibU/WO3PFqTke+YrNsdESuqoQDQV/6CXL5Z9/eprvHxqlO2nyO3euY2vP+dM+SjWXmuvSlQrTlQyTMJ/ddUTS95HVKn61ilso4Gez+JUKUtbngEYIJRyeM7mUUuIODVGrCyHr8GHcsTEAhGkS2rABc9MmzE2bAlEUunKRy/FRG8eR+D509Rio6tzPbtq8wJuYwK0vXl08TV/3crlGBCu0eTPJV70qcJ47zwTat21kuQRCwehdhtbZecHXJD0PZ2gI+/QZ0PV5kRqvUAjMGu69F7WtjZa3vKXRG2nB/fk+9qlTDTFkHTsW1EuZJubWrYSvvZbw9u1onZ3zvsuudHE9t37p1K2zLapuFcu35j2XJjRURUVTVFSxwLnAU32Iu/8RutqR73obnqkx6kwxaI8zYI8x6IwzZI8xaI1j4TQeFtfj9MTnCqCeeA8ZM3PJtUjT+NKnaAWCa1VqFR2RDmS5QuWxPUGN10Uszit79jD2kY/Q9gd/QPQ5z1lwm6mh05zpAKOj46IF/lcax3Ma6WJCCBJGglazlUQoQUSPXPT9qzgVHh19lIw548L408Gf8jd7/oaXrnopb9rypisyzj1je/jEI5/gJateMqe562I4mTvJ+x54H69e92p+ccMvNu6frE6yvX37oiJQnu/x0NBDPDj8IP926N/4q9v/6rz1Tq7vUnEqXN9xPYP9g01x1ORZxbPyNPC10XW81qjx1ey9rAx18+LUcwHQFI2aF+R0r0isnPMYL5/HPnMmWM6eRYRCpN/wBtRYYFeqhMP4qkp1/37MjRvROzqe6Jf11MK18afOMnG8j8f3SE4dF1iWIKxX2ZH8CVv0b5LURrDiG3F634hceSNasg1NyEDcxLsg2hbUA6kL/HFLGUSH3Bq4NjiVumgqBpbc0odIW7B0imAfqhHsuzIJrRue9sLI9yVFyyVXthkp1KjagRV0LKQ1Ut5+dnqSv/vxSXIVm9fu7OGXb1x+3nS4iu1Stl1aYyG2tSWJhZ59hwcpJdKygqhQoYCby+EXAhMFADS9YWU953Geh3XqVCMqVDt8GD+fB0BJJDA3biT+kpcEYmjVqqtq4hKJKowOO7R16POEEYBQFLR0Gi2dJrRu3QJ7CKIz7tQUeB56d/d5nyuInpVRTBNj3Tr0lpaLTrQhqG0yenvRWluxTp3CnZgIUu3qgkpNJGj97d8mdscdTH72szO9kX7919Hagt+tm81Sq4uh6v79+IUCAMaqVSRf+UrMa68N6kFnjUcSpFhV3ErQPNUp4vk+iOCzFwhURUEVKpqiEVfPn254LrbvMOSMM9iWxX/DFm79l70c+6uP8GevldjqTOJFRkvSo7dxR3wny0jTs+E6etIrSIQur6/T+Sg7ZSzXojvWTW+8F0M18C2L2oHHA1G/iM+rfN99KLEYkesWrk+Rnkcykmb7+m0cKRwnX8tftO7mcvB8r1E3BIFxQXe0m5SZIqJH0Jd4cjOiR+iJ9TBWGWt8Djf33Mzx7HH++/R/sz69nud0LywKF0veyvP3+/6e3ngvv7zxl5f8+DWpNTyv+3l8++S3edGKFzXS/UJqiMHiIImWi39/ym5g4b17dDfL4svOK4ymx7s+vX6OE1+TJs8Wljz7EcE/xQ5gusPbKWCPfJqFoF6buZOz9gj/OvHf9BodbIkELycqTHKnjhKZOoo6OBbkyJ85E5xJraNmMniFArV9+2h75zsJrVkDgGIYiGSK2uHDSMtC7+19Rp9xl1LiexLP9SnnLaaGy0wNlsgNTJIfLVLK+5TLCgLJivBjbEl9l97wAezMdtxlv0xtxQ5CsUj97HsU4t0QSYMRD1LoLoQQQZ3QQrVCDeFkBZdONUjDs0vBZbIX0iuuyntytbFcj2LNZbxoMVG08KREEYKoodESm/k556sO/3DfSe4/PsHKlgjvf+km1nUsnOJjuR5FyyVuauxcniYVeeoWU19pfNtGVqt45TLeVBYvnwsMEWQwgRehEEoqNed3LKXEGRvDqZ8oqR09inX0aGC8AKhtbYSvvRZz0yZCmzejd3df1eOA9H3wfZAS6fvo0iNqeERCajDhv4TnFrp+3hM804YT0rJQE3HC27ahplKX5LynhMOYmzfjTk1hHz+OVynPSbUzN2+m+8//fE5vpOjNN2OdONFIS1TqDnHh7dsJX3MNaio1M1Z8am6VqlslbxUo2Hk86aMg0FWdsBa5YINjKSUVv0bBLZP3SuS9EgWvPOcy75aZdPOMu1lkXUSLTsHAyxO84ZsFPvyDDs688fn0mO10G21ElFn1QMUyFGJwnt/mpSKlxPZtSlaJlJlic2Zzo2Go9DxqR44gkajnqRmbjV+tUnnkEaK33XZeIeUVCxjLlhEKJ7gmdA0ncycZK4+RDqcvO+oFQeSr6laxPRtkcCIzE87QYrYQ1aMXrbFaDD2xHoZLw/jSb4z5jZvfyMn8yYao6Yn3XNK+pZT84/5/pOJUeN9N78NQL+0Y+0sbf4lHRh7hK0e/wtuufRsQOO5OVCeoutWLNqYtWkXKdpnDk4f5+XU/f97tam6NiBahPdJ+SeNs0uTpzpLEkRDixcDfAefOLM8IIX5LSvm9Kzayq4wiFH4r9jK+cGyQxx/9AmvK6wkPTiEGR0m6LmUATcNYtgxz+3aMFSswVq7EWLkSNR6nduwY43/5lwy/731kfv3Xid91V+B8o2momRasU6fxLYvQ6tVPO6vvscoYU7UpeuO9RNQInuvjuT6O5ZMbLTM1VCY7WqEwUaU0VaOUtbBrM05JiiKJhyt0yMN0xA6yNrEbpX0jTtdLqfW+AzNiEFYJzBBinRBOBTVBV4qLCaenkWCdtszOVWxG8xZFKzhTGtJU4uZ8lzgpJT85Ns4/3n+Kqu3xhpuW89qdy+ZYeE/jej65qoOpK2ztTtAaCz2jxTzMarw6OYk3OYlv2QgkUigophkU+M/6vfq1Gvbx49hnzzaixnZfH7JS96IRAn3ZMmK33kqoniZ3bi+gRY3LcfAtCzwvEDvIRt/X6U9kVhJpUOMi6l9nTQ3qjtTg0giFaI9JZK2Glys39hWMVwkavtbrmJYiaKTn4ZeKSM9Db21FX7YJNXH50Q4hBHpLC1oyiT0wgN3XF/Qpqkflp3sjRW+5hcnPfY7S/fdjbthA7A1vaBybZ16HpObWqLqVhhjykQgZ2C9H9CiKEEgpGXYmmLAHAqHjlsh7ZQp1ARRcD8SPI90Fxx1VTBJqjKQaY7XZw636dnqMNnqMdrr0Foy1Or72I1Z97Xus7BhFvm6BqEs8CuNTkEpAe8v89RdBSonjOzi+0xAOIvhGE9WjbG7ZTEt4xp5fSol16hR+oTAv+nk+Kj/7GdKyiN1223nHgC8bYlpXdDakN5DQE5zInyBmxJbci6dhouAGaY2aopE2042G7WEtfMWPVaZm0pvoZaA4QMpMNZ737Tvfznvvfy9/ufsv+cgtH7kkIfbDvh+ye3Q3b9r8JpYnLr1lRHuknZ9b+XP896n/5qWrXkpvIjgBqwqVscoYKxIXPuk3XhvnSDYQxjd03HDe7cp2mW1t266IsG3S5OnIUgwZbgbuBcrAPwMH66u2AL8GRIE7pJQPXvlhXhmma46+/7K76JnKI6byjXXFqEJkxSqU3h5kbxflziSplRvoTZ3/YOMVi0x86lNU9+4lessttLztbQ33JiklXnYKLdOCuWH9olIXnkx8z8d1fCYKkxzoO4Q9oVId91CLYfySSjXnUM5Z+P7M9yUU0YhnTOJplVioTNS0SHGanuG/xyyfpJbYTGntGzG61hGOCnRTD8TQhdLlzkFKScEucLZwFl/6rE6tXlRu9dMZx/Mp1lwmShZjBQvX81EUQVhXMfW5QltKSb7q0J+tMpCt8LPTU+w+m2VDR5zfuXMtKxawN/Z8Sa5qoyqCNa0xOpLmM9qKe17jVd9DGKHA/KD+u5RS4k1MzEmdtc+exR0ZadTeiHA4OElSX/SVKzF6e8/r2LYQ0vOQth0sntuY4AkzjJpMBPuqixyhKMF1IQJXTaEgVAUUJVhXXy7WHFU6TuM5/Wo1sNauVPDLZfAlsqG46q0LDKMhtqAu3EpFQKD3dKN3di7CyODS8ctlaidP4WenEPHEPLe/udEwSc21GmKo6BTwpF93JdMx1BCKEHjS46w1wpHaGQ5Xz3CkeoaiP9dsVUMlocVIqlESapRkXfhMX0+oUZKz1mtiEecWpUR86T8RP3oI/xdfDnfdOn8b14VSFbZvAnNhETEtgmzPxvXdRgogAiJahJgRI2bECKthQlqIkBpacGJrDw5iHT+O2tK6aHEx8qEP4Y6M0PO3f7vgY7xyGTUaJbx1y7x1eSvP4cnDIGiYHSzEuWJIVVTSoUAMxYzYVRFDC+F4DrtGdhE1onNMGB6feJyPPPwRntP9HH53x+8uaSxDpSHec9972JDZwHtveu9FBYfru0xWJ4kb8QVrt0p2id+79/dYl1rHe256DxCkGRbtIjd23XjelELHd/jZ0M/43OOf43T+NJ95wWcWfB0lu0RUj7KlZUtj/ZkzZ5o1R02eVSwlcvQnwAhwk5RyePYKIcTdwM/q27z4yg3vKjGZh/Wr8Hu7oLeLx1uqfKT8/3hOLMHvdrwUIQQRKRm3Jkg7LcT02IK7UeNx2v/oj8h//evkvvxl7DNnaHvnOzHq6XRapgUvn6N64ADm5s1PCatvKSWu4+PZPnbVYWq4zHh/iexIhex4idx4GbcMUD9bKiroCYhnTNasayORNomkQkTiBrrqQnEEKpOY/jjpM/+KMfowfrQT95b3YPTspDUSh0RPYLVtxC6eLjdrnAW7wJnCGfJWvpEusHdsL13RLpYnll9SZ/CnKhXbpVB1GC3UyFaC6JCuKMRCGqoi8KVkvGjx+FCegakq/dlKIIimKhStmTPbUUPlLbes4hXXdC8YVSrUHBxfsrIlQk8qgqE9M88Mzm686hYLOJ6Na6jYIajaFarH92IMTGAMT8LAMM7ZWdEgQOvsxFixgtittwYiaMUKtLa2pUVa6o2kpW3NRHwUBTWZRG1vQ4nFAoFmmlctuiwUBREKwQLmCFJKcBx820E6Nn6t1hBNslzBd4PvodA0jFWr0Nvbn5B+bko0SnjbVtyJCewTJ2ZS7ervve1bVJxZYsgP6nmMWWlyjnQ5VRvkcOEMh2unOVbtoyqDiXe7lmFHdAMbwyvp1lpIaHGSapSIMt/F7LIRAvnLr4R8EeXL38JPxuGm7XO30TTQVOSpPvz1K/GExPZsHN9plLoJIYhoEVrMloZYMFTjvCJoIbxcDuvECdR0ZlGv08vnyX7pS9T27yf5uted3+rdqmFsWL/gumQoyfb27RzLHiNbzZIygxTVaTFkuzY+M45yK+IrnlAxdC66qrMysZJT+VOkwzPGSltbt/JLG3+Jfz/y76xPr+clq16yqP25vstn9nyGkBriN7f/5qI+q3wtz9rUWvqL/RiqMc8pL2bEePXaV/N/Dv8fDkwcYFvrNlQlSKGdrE7SGe1ccL9lu4zlWewb38cLlr9gwfdXyuC7N1sYNWnybGQp4ugm4C/OFUYAUsphIcRngXdesZFdReQ734Lsmsmn3wr8crbAlya/x8pQF69KPx8hBGE9Qn+hj/WZ9ajnOUsoFIXUa19LaP16xv/6rxl+z3toedvbGikIajKFVyxS3bsXc+sTa/XtuUE0yLU9yjmL8b4Ck0NlCuM1ChNVCpM1PKdeKCzASAgiHRqxVh0zrWDEVLRIcHay7JTxyBJOdNKeNIn4k+ilftREGX3oa4gj/wVaGG74nyir70AJp6FtI0QyS0pjk1KSt/KcKZyhYBWIGBFawjPpJmEtzER1grHKGCsTK+mMdi6pAR4ENTaGeuEz7lcb35eUbJdsyWa4UKPmBGmJhqJQqroM5IJIUH82EEKD2SqWO1PUnTA1ejMRnre2ld50mN50hGXpwG57oRqKaQe67lSYFS3ReRGopzvS9/FKJaqTY1SG+rHLBaqeRUX3qKk+ZAtoB08iDh3DOHwGoxZM/K2QgdfTjrhhK5FVa4muXkds1RqU8OIjI9L3g8iMZQV29QTpb8IMo6WSKMkkajgciCDDeMpMOoQQYBiohkEQ+J+LdF2kbSNCoSc8NVgIgd7WhpZKYff3B4uuMKWUGa9MoAiBrsyIoZpvc7zWF0SFamc4XutvpMMt09q42dzCJq2HjdoyWtR65NkHHMAGFA9CziU3L5UyqDaS+PjSx5cSX3r4Ugb3/erLieULqJ/7MmVTwd20au4OdFDGhxExHb2nmxazhbgRx9RMQmoIQzUuK8XJr1SoHjw4L210wdfiuhS/9z2yX/4y0rJIvPKVJH/+5xfer22jhMMoyfObL5iayZaWLZwtnGWgNICCgiKUIE0uPhMZeqqkcLVH2+kr9eF4zhwzgleseQXHssf4P4f+D6uTq9mQ2XDRfX3l2Fc4lT/FO657x6L6JRXtIi3hliClXYtwcOrggm6Fd628i++e+S5fPPRFPnrrR1GEQtSIMlAcoD3SvuB7mbfyHM0exfEdru9c2PmxYBfoinU16tOaNHm2shRxZADFC6wv1Ld5ylN2yvPue0XqVs5Yw/zH5A9YbnSyI7qBkGpQsIuMV8bpjM64ukgpg0nDrIlOeNs2uu++m/G/+ismPv1prCNHSP/ar6EYBmo8jl+tUt2zh/C2rXMKhi8V6cvgj9eT+H5gjOB7ErvmkB2uMDFQIjdWoTARCKFKfqbvjx5SSbaHWXVNK8n2MJGMxogcRCgQUkwQoKgC1QTNVNBCCindQOJQLB6kmh1hjZ4mNvQoyt4vBoYHm14Bm38+iBC1rod4JyxBtEgpyVk5zuTPUHJKhPUwLZH5OfhCCBKhBJ7vcTp/mqHyEGtSa0iH0hecdHq+JFex6Z+qkK066IogEzNojYaImRphXb3qk1a3ni43XrIYK9RwfclU2WZvX46jo0UGslWG81VmZS7SFg/Rmw6ztTtJbzpCbybMsnSEZHhxaZpV26Nku7TGjGeUA53t2VStElY+S3Gkn/LwADWrjC9ARkws36F8/Aji0DGShwfJjAZRock4PLRBsH+VwqlOQbS9g+vjW7g2vI42JQF4GOXTZPwM8VCciBZBoMykp9UXkDNn9VUFJR5Ha20JbJFDJooZWlRz0qcyjf5JT+YYdB2vt5MhvcDkob1oFYtEupWy4nKwcpoj1VMcrp7ltDOMh49AsErr4EWh7WzUe9kYXUUi1grhULDoOuhafdFxPTewZS8UkZNZmMgFx3dNwQvp+JoSpK9Nf9bMrf1qjFOAIlQ0oaGpKoZSt/uetv2OaYh3/wHlD3+C+Ge/SupP/ojQqtWoioIQCqpQoEXi5fNEIusa9VZXAuk41A4dCnpwXcQyvnrgAFOf/zxOfz/mtdeSefObMXrOb0IgyyWMdesueuxUFZXVqdW0hFtQhbooe+0nC03RWJVYxbHsMTLhGUGjCIXf2v5b/NH9f8Rf7/5rPnbbx0iFUufdz6HJQ3zzxDe5o/cObuy68aLP6/ouvu+zNr0WIQStkVaW28sZKA3MGQcEjWx/aeMv8Zk9n+GBwQe4bdltGKrBlD1FwSo0aqZmM14d58DEAaJ6lI2ZjfPWe76HlJLeeO+8dU2aPNtYSs3RboJzbLdKObdCVQihAfcBISnlwl6fTwGma46+93//kXhLhLgx16bV8m0+MPCPjLlZ/mzZb9JttOJLSdEqsCG+mpAjgr49QqCYYbxyCSWRnJMTLz2P7Je+ROE//xNj9Wra3vnORqGqb1n45RLmhg1znKCkDATObKEj/eC65/jB4vq4nsSteVQKFpWCTa3iYJUdamUXq+xQztsUJqq49kyEIZYOkWyPkGoPk2wPE0uHCEW0oIxCClzp0l87C4ZLPBFFMxQUTaBos/7sJFDLwdQZcGpExg7TeeBrhCuTOD3Xo+18EyLeDZlVkFoe9BtaJFJKslaWM/kzlJ0yET2ypIJXy7MoWSVawi2sSq6al6NdtT3GCjX6sxVcX+L5gbtbOmJQdTws1wvcj1SF1phBSyxELKRh6lcmsmS5HoWqy2ihxmTZQkqoWh57BnLcf3yCw8OB/XBPKszyTBD96c1E6E1H6EmFCRuXdsbedn3yNYdESGNtR+wJc6CTvg+uG9TWeF7jesMIY3qhHrk4d0EgBPhIbN/BlS6OdLE8m4pXpWqVKefG8ScmUbMlpO8xrlUZ1krkxvoJHzpD55Fx1p6xMR1wFTiyXKFvXYLCpl5iy1exPNRJXI2wt3KcXaVDnLD6AejUW7jB3MB12hq6/ThCgio0UqEkcTNFNNWCHkugRKNBOpwRQjH0wOBgid8Vx3OwPAvbt7Fci6JTbJy00RUdTWiEtBCaomEoBmq9p07jUszcfqpOMi+XslOmv9jPeGUcTdXQUPnR4W9x//BP6XPHkICKwlqzl43xtWxq2cT69HoiZnxGAM36XDzfw/IsLG+md5Gpmg0Roys6wvPQqw6iUEKdLKC6PgJQQmGUSARVVVEIjg2KmBE2gsV9Bu7kJMPvex/Sden6yEfmOQIGLoA1hG4gopEg9TIaRQ2FggieYSwpiid9n9qRI3hT2QuelHPHx5n6l3+h8vDDaO3tZH7t1wjfcMOF69k8D79QIPqcm57yNbVLxZc+j40+hqIo89K3zxbO8v4H3s/69Hr+6KY/WjBzoeyUefdP3o2u6Hz8to8v6j9tsjrJpswm2iIzLSZ86XNo8hAlu0T8nGblvvR5/wPvJ2/l+as7/gpDNag4FcJqmK1tW+dsa3kWDw0+xHseeA8723fy2zt+e97zZ2tZViRWLCiOmjVHTZ5tLEUc/U/gH4H7gT8HDtVXbQHeBdwCvFVK+bmrMM4rwrQ4Ovid/0ZNBvm5CSMx5w9g3MnyR/1/R0KN8uH0m4j4KjXHQo1F2bj2OejpDEo0itA0nIkJrKPHQICamJtWUNm1i4nPfAYpJW2/8ztEbgicYaTr4uVyaCtW4qXaKecdaiUH3/exqg61kotVmRE8VtmlVnaoVYJ1dnW+c5IQYMZ0IgmDVHuEZEeERKtJLGkgFCWoLUAgFDAiOmZEwzA1FA2Ol45SckokzCDV5GTuJH+7529Zk1rDXSvvYm24E5HrB6tAuDxGx76vEp04Ti25jL4tr2Ak2Uky0cuq3ptJxBbOdV4IX/pka1nOFs5StstEjKWJonMp2SUsz6I31kt3tIeyDQPZClNlG0UIxgs1vnNwhJ8cG8fxJD2pMDuWp9jRm2ZbTxJDU6jaHjXPRSDQ62IpEw3E0lJESsV2yZUdhgs1ijUHKQMRuG8gz/3Hx9nbn8OXsDwT4fnr27htXRudycW/dillI7rk13+/vpQEplGSiu0R0hXWtsVoi1+6A52cFjauG0ROXBc8D991wbLq9TRBvYp0nCCtrD6O4CnPPb9evyVBInF9F9d38KSH4ztYrkXNs7B8G9dz65ZswfZCCMrSYkhOMeRN0c8Uw9UxEidG2XrS4dpTku5ssHkubTCxsQN361qSm6+lLd7REBCe9HGcGk6ljOr5mGqInFfmUfsEu5zjHLLP4uGT1hNc17KD69p3sjKzGlk3RmgxW2iLtJEwEhe143U8JxA/noXlWpSdMkWnSM2t4U03OK6/Nl3VG4XUQVpWsHjSw5czJzsEolGML0UQvVIUJZjc1/ehCY2wFiZqRAmpIUzVfFr1KinZJQZKA4xVxjBUAykl3zvzPb575ruUnTLrU+u4tvUaNrVtYW1q7YKfw7SVteVauH5wzNQVnVQoRcpMNRzPzq3nOBe/WsUrFoMmuZOTSF+CEpwcE6FL+23ZAwOMvP/9KPE4XX/2Z6gLpKRJz5uJVLoOs59FGAZKNIYaj6FEIjOiyTDm1cRZZ85gn+1Da1nYCc+3LArf/Cb5r38dgOSrX03ila9cVFNiL59H6+rEXL36ots+HZmsTnJw4uCCGQw/6f8J/3vf/+aVa17J6ze9ft76Tz/2aR4efpg/fd6fsi69cC+x2RSsAqlQio2ZjfO+U5ZnsWdsD7qiz/uPPDhxkA8//GFev/H1vHLtKwGYqk6xs2MnUX0mVXaqNsXXjn2NT+35FO+47h3zIlm2Fxynru+4fsHfRFMcNXm2sWhxBCCE+ATwB+dZfbeU8j1XZFRXiWlxdPi732N5TxdDpSHGymPEQwkUKaFmge1w0O7jI4X/YEd8E++85ndRolGmvCKrk6vn9TnwLQvrxAnc8XHUVHpOGoozOsr4Jz+JfeoUiVe9ivjrfgnbFZTyDhN9BSYqEaZyUCnYWOUF7GIFmFGdcEzHjOmE40bjuhnVMaMaRlhDN9Qg392n0cxQ0xVCdSGkmxqarqDOioZIKTmeO85oebQRsj86dZSPP/JxTNWk6lapeTVWme28OLWR1wwdo/PsIzhmgrEtryLXfW3gOJdaQUVVqTpVWsOtrEyuvGB3dF/6TFWnOFM4Q9WpXrYomk3NcRnITTJRdkjry2g1W3l8sMi39g9zaLhASFO4c2M73ckwewdyHBjMY7s+miLY2Blnx/I0O3pTrGmP4fuSmuNjeR4CgaEJWmIhMlGjHlmaZfd8nvohTRE8PljgvuPj7DozheNJ2uOhhiBa2RoNrLotr/4806ZhdY/m+j3npvEoAhQhUBUx51JRQFUUMhGDzos40Ekp6y5ms8RNtRq4mdUXvJn6meAxgeiRiBknNVUNHNOmL+tiXNaL+71KiUoph+3XhQIetnRwhZx+Ici6C5uq6iiajq/AqJ9jwBnnjDfGWXuUfneUnFukZxK2n5Jcf0phQ7+H5ko8XaW2fhn6tq1o12wOLJHrDmWO5+C4NtKyEZaNhkI0nCTa3oUVCzHpFXA1gWaaRMwEVbfKnrE97BrZxb7xfVieRUSLsLNjJ9d3XM+GdFBnIIUkbsTpiHQQ02O4vkvNrVF2ypTdMhWnEgigWQX1mqI1CqynxZovfQp2gbyVp+bWiBtx0mb6ov1Kzv0sp0XU9OLKIEVnuu+OJjQSoQRxIx70hVGDWpal1utdTYp2kf5CP5O1SQzVoObW+Pbpb/Ojvh81Jm6vWvuqBSeb0+//dFNQgHgoTiqUImEkCGthQurlWdVL3w++04UC7vh40HRWSlC1QKQsIXpSO3KE0Q99CH35cjo/8IGlOR667kx6p+tSV9hIBIppBqIpGgUhsE6cRM1k5okmKSWVRx4h+y//gjs2RuS5zyXzpjc1GuwuBm9ygsj11wfP9QxESsm+8X240l3w9/hP+/+Je/ru4Z3Xv5MbOmdssR8YeIDP7P0Mr1v/Ol67/rUXfR7Hc6i6VXZ27DyvyVDBLrB3bC+pUGreb/bPH/lzjkwd4VN3foq4EadgFWiPtLMmtaaxzcncST6959PcP3A/n73rs/P+cycrk2xu2UxrZOE2BE1x1OTZxpLEEYAQYj3wKmC6ovQU8E0p5bErPLYrzhxx1NWFtGqMTvUzWh4haiZQWzKQSUIkzHeH7+ULB7/Aa9a9hv+x4X/g+R4Fu8DO9p3zJv9SStyxMaxjx0A35uSLOxWLyS98gcq9PyS/4XYmdr6GiZxKtRKcDU63aKR6kg3xY8YDMRSK6BghNYgG+LIufCTTvrtCCFRdQTVUdF1BDymouopmqIEQuogL2en8afqL/WTMwLno4MRB/nzXn5MOJfnjzf8fkWqOn04d5IcjD3FaWsR9n7v0Nm5dcRediV5Irwzqi2ZNwKejN92xbpbFls05AM8RRW61cVb7QkgpGS4P89joYxzLHmNjZiM399xMMjRzplX6ULZdxoo1psoOCmB7Pg8eL/HoSchXJB2JEC/f1s0LN3UQM2fEq+36HB4psKcvx57+LKfGg7SmuKmxvTfFzt4025enaI2FcD2fquNhe0GaTUhTaY0b+JJG/ZAiArvtg0MF7js2zkOnJqk6HqmIzi1rW3n+ujY2dMYRQmC5HqW6y1x7PERnMoymBiJHEIif6Uyz+fddfII3ewI13UPHr1ZnBFDNqqsdGuEcoQY1JlJRkJVK4FxWX8693bCDPs82+P5FRrg0pAApBEo9ZCa72mHreuTWDbBhFa4qsD0niBLUawJDjiSihomGYoRbOoh0dBNOZhCRSOM99HyPklNiojrBeGUc13dRVZWoFsWTHvvH97NrZBe7R3dTckrois41bddwQ+cNbGnZgi50fBHUughEQ/hU3SpFu0jeypO38+StPDkrF9yetRTsQkPAzCakhkiH0iTNJOlQmlQoRdpMkwzVb5sp0qE0MSO2qLQ6z/ewfRvbs/F9v/G5h7Uw8VCcuB4PBIQWRJqeSNOIol2kr9DHVG0KQzUoWAX+69R/cd/AfUgkN3ffzCvXvrKR7uNLH9uzqXk1pC+RQhJSQsH7YySJGtFGutzVRDoOfrmMm83iTkzgV6uoydSi094qu3YxdvfdhK+9lvY//MPLru+SUgZRXttuRHmVeHyeaLMHBpj6/Oep7d+P3ttL5s1vJrxt25Key69UEGaIyDXXXNaYn+rkrTz7xvfNMQWaxvZsPvjgBxkuD/PRWz5KV6yLscoYf3jfH9Ib7+UDz/3ARb+DUkqmqlMXFCbTjJRHgjooc67b4EBxgHf95F28eNWL+dUtvxqccLEK3NB5QyPy+vDQw7z3gfeyMrmSd93wrjn7rbpVNKFxbdu15/3dN8VRk2cbSxZHT2emxdHjX/4yK7q6UdNp1LZWxilywhogFU43QspSSv5h/z/w4/4fN8LQJbtERIuwtXXrggcRv1Khdvw49lQOx0hQKEqGB2zGRhwmhqo4vobiO7QmPbo2ZOjo1KFaxvf86VPywTSp3tZE1wSqoaBrAi2koqgqigqqpqCowdn24I9YIJTgQWomg5ZMXtByd7A4yMncSdJGAsW12DfyKH9x8J/oMBK8b/UvkDZipPsfo+3gN9BqBe5bsYN/TyZ4uHQWT/psa9nKi1bexXUd1807+EspKdpFPN+jN9FLZ7STglXgTP4MVa9K3IhfMB3J9V0OTx7msbHHeGz0MUYrowBkzAxTtSlUobK9fTvP67qVVbGtTJZcLFcS0hQmC5KfHKny2GkL14d1nSo3rPN57sp2umPLMdQQjudTslwMVSFsqHOc3XIVm739Ofb059jbl2OqEphY9GYi7OhNsWN5iq3dSUxdxfF8qnYQIQobKsdGi9x3fIKfnpggX3WIGirPXdPCbevauGZZClUReL6kWHPwpCRqqCxLR8jEDELapU3ipo1BpGXh12p4pRJ+oRCIE8+bs63vy2C7Ugm/XMYrFvHzebxcbmap3/YLhQuLG0VBiUSCs+X1y+B6GDekUTUktqFC2ESPxVHCYSzfZsKaYsKeYsrOMWlnydl5HM9B9UGRkCRCixonI2JklBgpJUacEMIH4fvg+8iWNM6W1TipeCCE6h9fyFOIeRphxQwm+KkWzLYO1GQyGNsiJqy+9CnaRSark4xVxuYIJYAjU0fYNbKLXSO7mKxNIhBsatlEOpRuCKC8ladoFxcUPLqikwwlSYVSJEPJmcUI7jM1k4JdIFfLkbOCJVvLNq5X3eq8fapCbexztnhqj7TTHeumO9Y9J73mXKZT/2zPbqTrCSGI6BESRoK4HiekhdAVfU7q35WgYBcCUVSdwtRNxipj/OeJ/+Rnwz9DUzTu6L2Dl695Oe2RdmCmlwvQeJ2zba2fTKTv4wwNYZ06HTQTXmQfqOIPfsDkP/wD0dtvp/W3f/uqilK/UiH3la9Q+O//RoRCpH/xF4m/+MWX5EToTU1ibtuGlk5ffOOnOQcnDlJySgs6uI1Xxnnv/e8lY2b405v/lE888gnOFs7yids+0fjeXoi8lafFbFmU852UkhO5E4xVxuYZLnx2/2f5cf+P+eTtn6Qz2km2mmV1cjXd8W4qToVvHP8GH9v1MX7j2t/g9t7b5+xzsjrJ9vbtc046nktTHDV5trGUmqN3AT8E9sinqaKaFkcn9u9n9ebNc/4UJioTHJo8RDw0M3l3PIcPPfQh+op9fPjmD7M8sZzJyiTrM+vn9RJwHY9a2WG8r0jfrn5GTuWYygZzTN0QdHTpdESKxL7xadSRsyg/91qUF76KSFwjHFZQFIGiium+jgFBscq86/J89/t+UMwLqJkWtI72uULJ95jIn+XQ6B7Snodil9ldOMlfnf0WPaE0H0tdT9fUWeLD+wkVhim3rmNk66upJToh1knODHPv0IPcc/YeJmuTZMwML1j+Au5cfidpc+6f5PTZq+l6iZgRO+8EJlfLsWdsD3vG9rB/fD81r4au6Gxt3cqO9h3saN9BW6SNgcIA95z9MT8dup+ikyesRtmavpG4eyP7T7ZyeszD0OCG1Sa3bTTpTGlIKam6ZcqORUrvoSPayfJUjJLlMlW28WQQ8TE1dY4Jg5SSvqkKj/Vl2dOX4+BQAdsLUvA2dyfY0ZtmbXuMvf1ZfnJsgomShaEq3Lgqw23r27h+RRpdDVLMKrZHzfXQFEFXMkx7IkTcXPwk87wiqFwODBA8D3dyEnd8AndyMlhXKMwTPQsKHl0P+u6kUjNL/bYSjzeEjxKNzoggcyayIPEpOxUmqxPkrBxSUp9MaxypneVnpcfZUz7GmDvVeMqwEmK50clyo4PloU6WG530hjqIKPPTKz3pYbn1xpdBQh9hzSSimERdDcNXMFQNPRpHa2sLxFA0etkF4ucKJUc6aEIjokdQhcrp/OlGRKnm1QKBYpwjemaJn2Qoedm9W2purSGUpgVU1srOEVO5Wm5eNCoVSgVCKdrdEEzdsW5aw60LRp3mNBz1gvd9WoQqQiGshglrwWJqJoZqYKhGIKCUC5tTTPcv6yv0kbWyhNQQ/cV+vnHiG+wb30dYC3PXirt4yeqXNJzAHM+hZJdQFIXeeC8dkY4nXQydD69Uxjp6BL9SQUmmFtUXK/eVr5D78pdJvuY1pF8/v37lcpG+T+knPyH7xS/i5/PE7ryT9Otfv2Ct06L25zhIq0bkxhuX1Pfr6UrJLrFnbA9pc2FH1H1j+/j4Ix+nLdLGWGWM39r+W9y27LaL7ne6zmdn+85Ff59d3+XAxAFsz54j1rK1LG+/9+3saN/B2697O67vUnWq3NB5A1O1Ke5+9G6+e/q7/MNd/zCniXrBLpAOpRd0r5tNUxw1ebaxFHHkEwQ28sBPgB8BP5JSHrx6w7uyTIuj06dPs3Llynnrs9UsB6cOEtEjjZSvqdoU77v/feiqzkdv+SimZlKyS1zXcR2a1KmVHUZO5ek7OMXoqTxTw4FlcCSu09Em6WjxSXXH8H0FKUFxLfj653F+9gDm9u20/e7voiYS88ZyOUgpg/SpShnh26gRHT0mKPlT7K8NkNSihJ0Ke4Ye4eOFvaxzJZ8dHCTp+/iKRjWzisl1d1JsXQ+RNCR7ITRz9tnzPfaM7eH7Z7/P/vH9qELlhs4buGvlXWzKbLroBNCXPmfyZ3hs7DH2jO7hZP4kEESHdrbvZEfHDra2bkWVBpbn4biSsu2SLdtYro+q+JzKH+Xe/gcY9/aDcBFOB2uiz+Wla59HezRTfx6oWC6ulERDgmjYIW2arE2vJWbE0IRO1fEpVB3GSxb5amCeoAhBxFAJqUoQgfFcrJrDoeE8ewaL7BkqcqZuja4K2NEW4rbeODf1xIhEQqAo2D6UXB+JIJMw6U5HScZMNDWo1UGZ74Z3IRHkex6yWMQdGcUZH8cdH8cdHcUdHsYZHa3XHtTRtBnBk0wGEdIFBJCSSgVi5xIm7FWnSq46xUR5DNe10VHRhcYR6ww/qx1hl3WMvKxgoHGNsYo1WhfLtTaWq220KokZp7pZxx8fH9dzsX27cbcuNKJGjJgeJaSFCAkDRVURhoFa74OjxGJzHCOvNL70KTklpqpTjJRH5gilixX0TxOYaNRrgvDxfK9x3Zd+/YQHIJgTpbkUJzrXdxmvjDNUHmKoNMRgabBxObuNgaEYdMW6GsKpJ9ZDd6ybrljXeVNefenXjTRcXOni+bMilPXxm6qJqZmEtTARLdIQT57vcbZ4lryVx1RNjmSP8J8n/pNj2WMkjAQvXf1S7lpxVyNt2fZsSnYJXdVZkVhBa7j1ikaurhbS84K+TGfPokSiF60nklIy+Y//SOkHPyDzlreQeMniGowuBuvECaY+/3msY8cw1q2j5S1vIbR27WXt08tOYaxefUGL72caR6eOMmVNzREWs/nqsa/ylWNf4Tldz+H3dv7eRY+pUkqmalNsadmyYMrehai6VfaM7iGsz42YfuXoV/jq8a/y4Zs/zLr0Oiark2zObGaiOsHbf/x2EkaCDzzvA43tfemTs3Jc137dBeuEoSmOmjz7WIo42gi8ALgTuA1oIfg7HAN+zIxYOnlVRnoFuJg4guBMyuPjj2NoRqMI83j2OH/60J+yMbWRd259N4VCGX84jNOvM366SHEqsIZNdYTpXpeiZ32aaMrAtVyc0XGYGiPaFiOSNNH14KBZ/P73mfrnf0ZNJjE3bpyJBgVFRjO3fb9x/7n3yXPWK4k44Wu2Edm2AS0soZZH+i7SsrGKg+TzB0nKCWKVAe5RLf6orYUttstfyBaU1g1UWlZTTXThAZ6iobeuBTM1U5G/AMOlYe7pu4cf9/+YslNmWWwZL1r5Im7tuXXOAbfqVjkwfqARIcpZOQSCtem1bG/dwZaWa+kwe6m6HuWaR9l28WY1/FGVILoznPO4b3bqXLfLst6DjHqP0F8+GewzsZVNyZtYm7iG7mSM1lgIU1fA87Fdi1KtgPAkwvMIoRERBqanoTsCr+ZRK9mUijWsmteo9TE1BVVVGq4EU67gZFWwPqGSVIP333c9qraLLz10VaM1ZpCM6OgNITQzAZYy6I8jNK1hbOBXKnjVKt7Y2IwIGhvDHR3FGRpCViozb7ymoXd1oXd3o3d3o3V3B7e7ulASifP+Ocvp74vvB9env0vn3o8MylIaJgzgeR4lt8RkZYKqV0PoOroZ4ZDXz88qh9ldPkTRqxBSDHamt3FT63Vsb70G04gwx1Kifsyx3eDMqee5geuaEMSNeFA3okcJqyF01ZgbJRUiiGAtoYD9SjJPKPnO3Pda1h3l6lGuaYMUIQSqUDEUY8ZVTtEa0RZdDYSQ67uUnBIlpzRj6lBHFeqcxy6V6ZTXabE0WzyNV8bnRJtaw630xHroiHSQMgNTg2QoOedyoUjYtDlEQ0D57oy7HhJN0dg3sY9vnvgmfcU+WsOtvGLNK7ij947GRK/m1qjYFcJ6mBWJFWTMzFPKOGKxeIUCtaNHkbUaSurCfdik5zH+yU9S2bWL0Pr1QeSz3mdKaBpC1xuXTF+fvW729vX11X37KP3oRyjJJJk3vpHobbdddqRH+j5+Pkfkppuu6gmJpxoVp8Lu0d2kzNSCJyx86bN7dDfbWrctymCoUCvQGmldlJPdQuRqOfZP7Cdtphvjqbk13n7v2+mIdvDB534Qy7NQhcqZ/Bn++ME/5k2b38RLV790zj56Yj2sTK686PM1xVGTZxuXXHMkhNgO3FFfbgPigJRSPmU7Hy5GHAEUayX2jxwAR6DUTErDDvtPH+L48CnWWtuIFjP4LiAg3ClIrzJoWxMlHo2iSh1daESiJslMlHDcQKmWqB0+jHQ9lGSy8SdpnTzJ1Oc+h1cqzZxJn/7zmp5QT98nxNy+MLPXC8BzgkjCZA4AoytNdHWUWFeZcOgMqhecMXa0GP8v2cnH4jablTR/sOxVhONJ0BTQTJxQjLyAaKyDqmc3GvZdzArY8iweGnqI75/5PqfypzBVk1uX3UpXtIu943s5NHkI1w9cfzZnrmFD8hpWRDeDDON6c0WQXn+9NVtSsX0qlmSy4PDgsRqnJ30MFW5arvD8lQqdURCeC47HYHmYxyqPccA5QEEWiQiTm8NbuC20hbVK54KTk2Ai5+EJH0+AVFRwXZRyBVGsoeRrkKvg5yqIQhGtVEYrFVGLBSiXgi+BoiDr0SBF01A0FUXTgrRNVQ0EkKLMuTzX7c0vlXCGh/EmJ+eMT21tDQRQXQhp02KotRWhqvObk0ofIcQchzsRWOAFk9TZgmzWBGv2bepjF4qCVBSKbplRa4IpJ4cUAlUzOFY4ziMjj/DoyKNU3AphLcx1HddxU9dNXNt27bw0kTk9Zuofd0SPNOpvplO0nk49e6SUDSGjicCIQRVqw1q7cVsolzS5n05vm37fyk6ZslOmZJew/ZmmzoH1vL6otLbzYXs2I+WROZGmofIQo+VRKm5lwcfoij5HLCVCCZJGMrhcQEg9OPQg3zz5TcYqY/TEenjV2lfxvO7nNYRexalQdaskjATLE8tJhRaeiD6dkI6D1deH0z8QpKlewCLbtyyy//IvOMPDdQtvNzBWmG2ucs59XOj/W1VJvPSlpH7hF66Yo5xXLKK1tmCuu7RJ/dOZ07nTDJeHSZqXlo44zXQ63XXt112WxX5/sZ/T+dNzIk/3nL2HfzrwTw0HvcnqJD88+0O+duJrfPrOTzfqoFzfpeJUuL7j+kWNoSmOmjzbuBxx1EUQSXph/bIHcKSUF2+Q8CSxkDjyPB/X9nEsl1LWYvxskcmhMrmxEhOjBex83SkO8FWX0Ugf7Z0p1izvJdGrIRWJ4/h4vosIe6hRiRYJmqgqQiGshYnpMaLCRO0fQR2bwkhm0M3FFexeELsExREoTyCqQyi5w7h9x6gcHaM0qFGdMEAKRFhBWZtGblnLD1ZJ/oHH2KZ28gfGnYSIgBGBljaqbXFqpsqmjm1kzAwVt8JUbYrh0jCWZ6EoCjE9dtGz1idzJ/n+6e/z0+EHcX2HtNFBp7GFjLKFiFyF7SjUHLAcsFxJ1ZZULJ+KLalYgSByvPn7bTNc7siUuTldJaxJRL3fT8338RDETJ103MTUFR53znBfZT+PlA+B47Daa+E2dQPXK6tIVAXki1AoIvKlxvXgsoSw7HnPLYXAj0fx4hGcaIRaNIofjaGgoAtBRBUYBMYCwgsiMsLzgsiM54Hn15fgPul64HuNdSIcbkSBGtGgzg6EGQosmR0b36k7Ufl+o8eNVECYYZR4FKIRRMgETUUqBBbZigBFDdzeFNGIAkopG5GC6WOARDZSvKb7xIyUR4LO7fgczwaC6LHRx6h5NaJ6lOs7ruemrpvY1rptzp+sL31qbq1R6K8pWiCEzGSjx8zTIUXqqYrru41JVs2tBU1k7TIVtzInAiSEQBMamjKzLBXHcyjYhYbleOPSKpC3g8vZ6xzfOe++1qTW8PNrf57rOq5DEUFNXtkpY3s2aTNNb7x3Xu+5ZwJuNot15Ci+5waOdlfg9UkpA7v9afE0W0i5Lko8fsUNE9zJCSI7d6LG4xff+BmG5Vk8OvIocSN+yZHM6XS6ba3b5tXpXsq+jkwdIVfLNfoUer7Hu+97N770ufv5d+P4Dh95+CO4vsvHb/t447FT1SnWptfSFe1a1HM1xVGTZxtLSatLEUSJXlBf1hOcA95DPaUOuF9KufBpxoX32QX8HnATcD0QA+6QUv54gW1fCXwQ2EyQyvc54CNSygUaBJ33+VYCpw/sPULabGP0bJHsSJnCeI38eJVybqZzuhHWSHaEIWWhp31SHRHUmM+nTt/NqepJ3tH7PlaGV2HEFYy4imYGhgqzmc7Pd3wHx3OCM/fZAuqpAVRFJZTOEFbDRPQIES2KqYW4YA4bBN7VVgHyA1AroOQPo43ej5o/hkQgY8vxk+vw4muwZAtnDx5DHulHOzGCqDk4KvSvitJ7wx2o27dCaxqkpFzMoloOK5IribV3o7W3I8IRlLAJikLZKTNZm2S4NIzjO2iKRlSPzvmTcD1Jseay+3SZh09UeHwoT8muIp3Mgi/F0CBiKIQNQTQkgkvVJypdYm6VqG8T03zCpkrKq7KMMlqthlKtIStV/HINtVYj6jmEHBu1WoNqFSo1qNagElwX3gJKq041rFKJ61TjBlY8hB0P48RNvGQUPxGFZAwSCZR4LOgNo+iEhBFYOLsSAwNDE/UJab2uBImQsz7H2VenM+tmtTJShYKQImi46jjgOoF4oj4BEgLCJjJsQjSMH9IhpIOmI3U1sFOf1ZBIyHo6V8P+cNYYZt2ebigKQd+eaTvq6fW2Z3Ns6hi7Rnexd2wvlmcRN+Lc0HkDN3XdxJaWLXMm27ZnB5NzP0gjy5gZWsyWhqPYM23C+1Rk2uba8qxGY92qW230LbNca15vXlVR54iny4nWSCmpebWGUCpYM6JpXXodW1q2IIQI0hPtEo7v0B5pZ1ls2YJuYM8kpG1jnT6NMzKCmkhetmnIE41frSI0lciOHU/2UJ40+gp99Bf757nFLZZcLUdntHNOD6LLwfEd9o3tQyIbaey7R3dz9667efPWN3Nj14385g9+k9eufy2/sP4XgEDk+b7PjvYdixZ5TXHU5NnGUsRRPZGMw8yIoR9LKXOX/ORC3A7cC5wgEDzPYwFxJIR4CfDt+nN+GdgG/Dbwd1LK31nC860ETn/8f36ZmDrTUyCSMEh1REh3Rkh1REi2hdFNFd+TOK7LYGmAklMmGY9TVUv82eE/YcqaJBVK0RpupSXcQku4JbhuBpet4VbiRnzhCaFl45/uw5uYxImZQUNMQFc0MmaGuBEnrIdRhdaoK5KOBeUpyA0ga1Po2T3oUw+h2FP4ega79Xm48WuQionQNUQ0zllqFJDEwy38V/ZB9u7/Hi89m+H6ExIxGqRvyZ5OrK2r0XZew4prb0VTDWSlgrStxnxbicVQksnA+S4Uoqx5TFlZRsojVByLchX29cGe0xaHB10qtkRXYWO3wZoOnWhIEAkpRAwRLPXrmiqCFLZKFS2XR83mEJ6PLwR+tYhxdoDI6T4ip/oxpvLn/VyloUPYhEgYItOX4fp9JjIc3J8zXA4wQJ9eYDIK2YhPRXGwpIPl241Lj8X36BEIYsIkKkyiiklMmMSUcHApwo37okr9fkxiSrC9pqggwa9HcUTYhLCJiEQgYmKrkqriUVM8al6Nmlej6lbnTHgtL7hec4P1NbeGRDYiQ9Nugb7059w/bRAgmbktpcTHD8aEz0BxAMd3SIaS3Nh5Izd13cSmzKbGH6rne1TdKrZng4CYFqM10koylCSqRZ+WdSLPdM49YeP4DhW3QtWpUvWC75EnvYa4n3aqEyKIhCsojTTB6euKmG8ucqHnn3ax7I510xXtumgx+DMNZ2IC6+ix4MRI4vJStJ5I3KkpzM2b0Fsv3I/nmYzjO+we2U1YDy85Cmt5Fo7nsLNj5xWNmpedMnvH9gYmQ0owZ/jQQx9isDTIq9a+in879G984rZPsCKxAggavm5rW1rkqimOmjzbWKpbnU8QKfohM5Gi+c03FvvkQsQBQ0o5KYT4eeDrLCyODgI14EYpgwplIcSfAe8FNkopjy/y+VYCpz/7J99mw5a1pDoixFtMNE3B92Q9fVuiqAqhiEYoomGYGmiS06WTTFqTpM00Y5Ux7hu4j8naJJPVSSaqE0xWJ+fUAUCQk3+uaGoIKbOFlpKCeXaMeodXPHwsr4br+wgkMS1GUo8SkQ6mU0B1JtAmf4Y6+iDCs/BbNyNX3QXt2yCcQKR68aWOk68yMHSUydI4sVCcr9k/4yuFH/O82DX8VscvoAkVRsaR+w7j7zmAfnIAfB8lkSC8YweR667DWL066JauKEEql20HEQ0psTzJmAxxz4Tk/tEK+0drWC6ENNjYo7B9eYTV7RpCWfi7pdQstGoVdXISCnl86aBUakSGR4n3DZE4M0AoG4ghLxLBXr0Wd/U63EQKMxkmnDLxI4KK4eOaBmgqqlDQFB1jsTUX9ZQUPD9wevP8IM0NgSs9atLBlg41TWJpYBkSS61fx8HCpSZtyl6VshvUgZScMiWnRNmtNArqF+p3M42pmsT0GDEjiiIUanXRM1vkLAZN0RoOYSE1hCpUhBCNnjXnXioo8+6fjhYoQmnc3xHp4Kaum9iQ2dBIgbI8i5pTaxTXt4ZbyYQzxPTzW7U3eXrh+V4gnuqL53sNIeX4zlxxJZ2G6QIiiFpOm1E0vr/TjYvrN5fFl9EZ7bxoE+hnMr5lYR0/gTc5EVh+X2YD2KuNdF1kpUzkppsuqS/SM4nh8jAnsydJhxcvLqabvV7bfu0F+wldKhOVCQ5OHSRjZlCEwsncSd73wPtQhUpLuIVP3fEphBCUnTIRLdKI4C6Wpjhq8mxjKUfkbmbc6v4H8G7AFkL8jJlI0kNLSXOTUhYvto0QYjNBKt3bpoVRnb8D3ge8Fvj4Qo89Hxtv7qS3uwWERDe0hhDSDBXdUFH1+WklG82NnMqdYqg8RFukjddteN25r4WiE/RFmRZME9UJJmvB9QMTB8jWsvMmvHE9xqbYOm5s28nOlmuIhGKgqki3Rq00RL7UR3LyFMsGdxEdPYRUNOTq2xHrX4ySWgnx9sBq20wFhgDAYPIsw/FW0rKXLx/9v3xj4sc8P7SVt4V+DqVUg3AItz1N+fZrWfbyl5GREap79lLdvZvq7t2Uf/KTYHCaht7ZidbVBR2d5JKtPEqan/gpHq6GcRAkNLgtDTelBSvSkDVdCsYYhgjTlk7TGo2jSB+7mMednMKbmESxbMiX0AfGCZ0dRjt2BsaDSJaIxTA2bcLYvBl902a03l4QChLQFYExq2Gq9Fxs18JyqpStEqVagbKdq7uwSVSh1IvUz/M1DxnBEo+CGQqu6xqaqhHTNdDUWU2nlo4vfSpOIJSmC+kb153SnNue79EeMRvGBKZmYqqzbs+yR55zXTMvqY5ksUz3mJl2TUsZKbrT3SSMBBHt0mzAmzy1URUVVVExubjr1jTT1uSenLn0fK9x2/EchCJoNVsvqwj9mYISCmFu2Yw7NoZ17Hhgv/8UruPxSkVCK1Y864URQHu4nb5CH7ZnL/qEUN7Ksyy+7KoII4DWSCvLneUMFAfIhDOsSa3hed3P48GhB7m+4/rApEdKam6NzZnNzeN2kyYX4XIMGVYRCKUXALcDHUBFSnlJR/jzRY6EEG8A/g9wnZTysXMe0w88KKX8xQX2lwJS59y9DLj/0P6jrFm3Gs1QUZTFHySklJwtnKWv2DfHQnOxuL5LtpZtiKbJ6iTD5WH2je0ja2VRhcrWzEZuiK/iBr2VlWNHyZy6D7MwjBNKMLLqOQz17MQJJ0ml19Lasp5EtH1OPcdweZjjU8dJmSm+ePiL/Pfp/+YFy1/AWzb9KkrFgnwBa3QUp1qhN76MZLwNEQ43LF6l52GfPEm1r4/qwBCFvgFqQ8NEp8bQZvU0sYwwblsHWmcnXls7flsHsc52Ul3thEwNS1rknAI51UKrWESLDvrZEZQzg3hHT+CNjQFByp65eTPmli2YW7agL18+Mxbfb/T8EXNEZXBWWtHq9rW6htB0hK4hNQ1beFQVl5JXoeCWqPoWKAKpKBiGSUgPg6biM5NaNm1EMN17ptF3ZuYpZ10V8+t5ZtvDAUIJrJsbbmUimHBeTj1Ho0/OuQsz1wVi/rjOeQ1CikaN0fTrCBzuZMOKGoI6JFM1aQu3kTJTRPXoVRViTZo8G/GrVWrHjuPlcqip1EUFSCPV2gsMXaYbQUvPQ0iJFLPidvWSxfrVuj2/BKEEx9m646mY7j5+ntteNkv0xhtQzMUL5mcyE5UJDk8dJhNeuJ52NjW3hpSS7e3br+rx05c+hyYPUbJLxENxxivj/NXuv+I3rv0NlieWk7fytEfaWZtaep+rZuSoybONy/mlGucsArgayePTdirDC6wbJohoLcTbgQ8stCIcN4J0uSUihGBlciW6onMidwJN1dCEFpxpFepFi5k1RaMt0kZbpG3O/b7ncmJ0L7sGH2DX1EH+afIgn5OS7ZbFbRGTa1e9luiym5CxVmLxLqQRx5I2J0uDyNIAmqLRHglE0vHccRKhBF84+AV+cPYHvHjli/nVLb8aiKekQdEEpTPF5ugazJqHNzmJOzmJ9CWWL6kIjUNaGz8Jx3k0s4ETmodcDT0mvChS5iZ/io78KGJsBGN8FP30cdj9cOO15AC1pQW9q4tYVxdR28I6cjSwGWeWGHrZy+aLIcfBL5fBrVvUKgpqKoXe1YkaiyFMs2GBvVAT1cbnC8w+P+f6LlW3SsWpkLNyFO0i+C6qomKogbmCoiiNppu60NFUrVFPoaCgKMqcGovp1DWJbJwhn3223HZtbH+mMN7xHMp2GVe6c4XUuQKG+X1yIKj9mP6OaYrWGPd0rxxN0Rq9chqpcfUHz36fptPopp9nep1g/jaKUJqpck2aXGWUcJjwtq04w8NYJ08FFvoycOOcNm+B6cNFcJpI0TWEYSDCZtDXyDAQoRDKdL8jVYXpmj9ZF0+zRJX06+nErovveYHLneshPbfhgIcX2IZLX6J3djSF0Swy4QxRPUrNrV2wr5EvfcpOmWvbrr3qJ5YUobA+vZ7Hxh6j5tZoi7Tx0Vs/CgSRXSklvfHeqzqGJk2eKSz61yqEWEEQKbqTwLWui2Dqlgd+wkxq3ZVmutujtcC6GucXZH8NfOGc+5YB91/ugHriPUT1KGWnHDhAeRaWawXpR/45zmj1PHwViSoEmgRVgioIalycGkpxiGsnT3LnwEnig4c5rmt8p2M1P4on+ZRTgMIuVvSPcEPXTdxoRug1E5jCbByUXd9ltDqK53nE9Biff/zz3Nt/L69Y8wpev/H1jZB6rpYjGUqyIbMBQzWQcUk1kWY01c2PDwzw6KkJDozmGKoGs/XVEXj9MoXnZFTawgquEkbROonEdpCJhoiGNBQh8C0Ld3gYZ3gYZ2iosVQefBCEwNy8mcRLXzpHDE1Hhbx8Pvi7lxIRDqO1t6Elkyjh8JyI1uWgKRpxI07ciNMR7bjs/Z3LUoprpZS40m2IKNd3G6lHAtHokzM74jRbjDVp0uSZh1AUjJ4e1GQKb3ICdH2O0BGqOiN61Cf2WHCp2SXPZBShsCq5iscnHr+gOCpYBXpjvVctne5cDNVgS8sW9o7tnWPdX7ALrEiseFbX+TVpshSWcirjNMHJqyrwAPBpAjH0mJRy8fZeS2fa8GGhX7U5a/0c6i56udn3XbE/FClJqSYpoYEfDUSO74Jn4zkVXLuC61ZwnSqOW8Fxqli+S823sXwX2y4hqlkMq4hZydLZ/yjxXD+eHmFqzR2IVc/jRekVvCjezZhfY9fYbh4ZeYSvHvsq/+/Y/6Mj0sENnTdwY9eNrE2tRVM0EkYCz/f43/v+Nw8MPsBr1wXWndO2udlqlu5YN72xFZRrkkeGxrnn8Bh7+3McHi5guT6aItjak+QlyxLc0BkmoUgcq4bmWCRVj4wKYd9BwYaqjaxCUGAmUFta0NrbCV93XePPXErZeM+l4+DXavj53PSHMRMViscDMfQs6LguhEAXerPHT5MmTeahxqKosSvTsPVK0TwpszDTDawrTmVBx8WaWyOkhuhNPLHRmrgRZ116Hceyx8iYmUbrjcX2NGrSpMnSxNEHCcTQw0sxXbgCTKfTdTE/ta4LePCqj8D3goartSJUJqEyBbLubC7qeVHSB6uEahVQazlC1TzUslDJQXUqWKYf69bm7N5L9DB6zes43bUVN9GFFusgEsmgKirtwMtiL+Nlq19Gzsrx6Mij7BrZxXdOf4dvnfoW6VCa6zqv44bOG7i3714eHn6YX9zwi7x63auBoPfMZCVHWlvOw0dU/uLEfvYP5BjKB2Noj4d4waYOrlueZn1HDCnBR6IpgpZ4iPa4SSKso86qzZrddFA6Dr5tI6tVZLUaCKByKXCCk/XkMBE0Km1EhSKRmRS5Jk2aNGnS5GnGdJr93tG988TRdDrd1a4zOh8dkQ5KdonRyii+9NmY2disF23SZAks+tcipfzQ1RzIBdhbv7weaBgyCCG6CdLk9s5/yGXiWmCXoVaA8hjUpnvsCBAKDD4KI/uhPAnVuuCpTIH05u9Lj0IkEyyt6wNXOTMRXIbTEE6jtm2kI7OaVjNFya8xUZ1gvDKOIx1UoTYK4VOhFC9c8UJeuOKFVJwKj409xq6RXdw/cD/3nL0HgF/Z/Cu8bPXLqDkeR4byPHSyyJnRCMdHjs2NDm3r4tplSdIRo95nByKGRnsiRCKsEwtpcwTRbISmXdR6VnreTKd2w3hWRIWaNGnSpMmzh4SRoDXcStEuzmlinK/lWZFYQcJIPCnjmhZuJaeERNISbnlSxtGkydOVSz6VIIRIA18F3iml3HPlhjQXKeVBIcQR4K1CiM/NsvP+TYK+S1+9zCcApxqIocoklCfArQIicOvRwxBpgdxZOPwtOP59sAoQikO0PRA96ZUQztQFTxJCiWAJZ0CriwJFAyMaiKVQLNivaoAWCq4DKpAkRDKUZFVyFSWnRLaWZbQ8StErIoQgokcwVIOIHuGWnlu4pecWbM9m39h+PE+jkl/Fx/9rmMODFhN1o/T2uMudG9vZsTzNuvYYCImCgqEJ2uIhMtEQsZCGoV25SE4jT75JkyZNmjR5hrIiuYLdI7uJ6lGEEFTdKhE9wrLYsid1XJqisbllM570LssltUmTZyOX61Z3O7D4TmgLIIR4f/3qpvrlrwghbgFyUsrP1O97F/BN4HtCiC8DW4H/BfyDlPLYkp/UKkJhKBBClcmgXghA1QOhEqrnfLs1OHkvHPk2jD4eCJyVt8K6u6BlbRBFAgK/VAX0SF34RAMhpOqB+FFDoC7trVaEQsJIkDASLI8vp+JWyNVyjFZGyVazSMBxNE6NSvaerXFsuJMz4y62l0VVYE27xsu3dXHtshbSES2o8VEELVGD1niIeEgnbDTFS5MmTZo0aXKpRPUo3fFuxivjxIwYFafCzvadqMqT///adBtt0uTSeCokoX74nNtvrl+eBT4DIKX8lhDiNQTW3H8DjAN/tsBjF8fQXlC7AuESis9Ynk4zcTwQRMd/AE45aLJ602/AmhcAAnQTMqvr0R+9Ln70Gc/VK4wQgpASRpMqA8Nw/4lR9vZnOTORx6nH0doTguvXGPS22WzpbGVZfDmqopIM67TFglS5qKEtqa9TkyZNmjRp0uTCLIstY6Q8QraWZWVi5ZwUuyZNmjz9uFxxdNken1LKRc3WpZTfAL5xuc8H1GuAzsnBtStw8odw5FswfjQQO6tuh00vh/YtQd2RokHrOoh3zhdUVxjH8xkvWDx0apKHTk2yfyDHqfEyri8RwMrWKC/e0sWadpOOlMQVUxTdAqsSK9nQuryRKqepzXB6kyZNmjRpcrUwNZNlsWVkrSw9sZ4nezhNmjS5TC5XHD29wxBSwviRQBCd+GGQRpdeBc/7HVj7oiBFrpoHKw+ZNZBaFoimq4Dj+Qznqvz0xAQPnZriwGCes5NlfAmKgLVtMV5xbTcbOuKsaIkQMVQkEAtpZKIGqcg6TF0QMZoW0U2aNGnSpMkTSW+8l55Yz1Mina5JkyaXxyWLIynlKPD0DEvYJXj8a0Hq3NRJ0ExYcydsfBm0bw62sQqBG11qeWC4oF9ed3ApJY4ncTyfUs1lKF9lKFdlIFtlb3+Ox4fyDExVkYCmCNZ3xHntzmWs74ixoiWKoSkIAXFTpzVqkAjrRIwra6LQpEmTJk2aNFk6qqKi0hRGTZo8E7gkcSSECAGtwLiU0r6yQ3oC+PpvQsILrLVveQesfUFgoACBcLKrQepcZnUQPVoErueTrzoM5WsM56oM56uM5GuMFi3GCxaTZYtcxSFXdajYcy2/Q5rCpq4Et6xtY317jJ50GENTUIQgGdZpjRnETJ2ooTbT5Jo0adKkSZMmTZo0uUosSRwJIXYCfwHcQuA8/SLgR0KIduDfgY9JKe+54qO8wuyP3sQ9y1/FcGg1chQYrSD8AsKz8bUwrtmCrwngNFLO9HmdRgKW6zNRtBgvWUyVbbIVm5rjz3suXRWkIwaZqMHK1ijpiEEqrJOsL4mwTlvCQFcUFEWQiRi0xAyiIa1poNCkSZMmTZo0adKkyRPIosWREGI7cD8wAfwr8OvT66SUY0KIMPCrwFNeHP3WxOvQnA7AOWeNDrjA6EX3oauBkElFDVa2RNnemyJVFzvTwicV0YkYKooQSAKRpSkKIU0hpKvBpaYQNlSihkbEUBFXyfGuSZMmTZo0adKkSZMmF2YpkaMPAUPADsBkxnJ7mh8C/+MKjeuq8td3hunsCKHbBaSiUY2vxAm3IYUIwkJCIhAIERRVNQRL47aCrIeSVEUQUmfEjqEpmJqKrinoatBbSFMUNFWgKaIpfpo0adKkSZMmTZo0eYqyFHF0K0HaXKlec3QufUD3lRnW1aVVLdIdiuF2rEckelA0DU1R6kJGoCgCRUwvgThSBI37RP369LZNmjRp0qRJkyZNmjR5+rMUcWQC+QusT1zmWJ4wVq5Yx8prnxc0gW3SpEmTJk2aNGnSpEkTlmbFfRK47gLr7wQOXd5wniBaVjWFUZMmTZo0adKkSZMmTeawFHH0JeBXhBAvnHWfBBBCvJP/v707D7OjKvM4/v2xhBCTEBYFNECMBNlNlGVGWYIGHAExoFFGZAyCOiBqUFkeWWRTWVQiAgoChqCIgIRlABGFCAEZHSABWYIgEUMIhEhjEghheeePc25SVFd33xu6+6Zzf5/nqed2Tp1bdert6pt67zl1Cv4DuLQb22ZmZmZmZtZrGhlW9z3S1N03A4+QEqOzJL0V2AC4BTiv21toZmZmZmbWC+ruOcoPe90d+AbwErAY2Iw0tfdRwN4R0f5BP2ZmZmZmZn1AQw+BjYhXgbPyYmZmZmZmttJo5J4jMzMzMzOzlVZDPUcAknYHRgDrAuWH/EREnNIdDTMzMzMzM+tNdSdHkjYHppDuM+royacBODkyMzMzM7M+p5Geo/OBjYAJwB3A8z3RIDMzMzMzs2ZoJDnaATgtIn7UU40xMzMzMzNrlkYmZJhPmrbbzMzMzMxspdNIcnQ5MLaH2mFmZmZmZtZUjQyrOxa4StIU4GxgFvBauVJEPNk9TTMzMzMzM+s9jSRHrwAPAkcC+3RSb9U31SIzMzMzM7MmaCQ5OgM4ArgPmIZnqzMzMzMzs5VII8nRgcCUiPhETzXGzMzMzMysWRqZkGEA8NueaoiZmZmZmVkzNZIc3Q1s1VMNMTMzMzMza6ZGkqOvA5+StF9PNcbMzMzMzKxZGrnnaCKwALhS0lPAE7Sfyjsi4kPd1DYzMzMzM7Ne00hyNBwIoPYco427vzlmZmZmZmbNUXdyFBHDerAdZmZmZmZmTdXIPUdNJWkNSadLmiPpJUl3S/IQPjMzMzMz6xaNDKsDQNJgYAxpmB3A34BbImJBdzaswiTg46R7nx4DxgM3Sdo1Iv7Yw/s2MzMzM7OVXEPJkaRDgO8DAwHl4gAWSvpaRFzUze2r7XcHYH/giIiYmMsmA38BTgd26Yn9mpmZmZlZ66h7WJ2kfYALgHnAEcDueTkCeBa4QNJHe6KRwCeAV4ALawURsRi4CNhJ0oY9tF8zMzMzM2sRjfQcHQU8DOwYEQsL5b+X9DPSQ2KPBq7vxvbVjAIeKe0X4E+kHqyRwNPFFZKGAENK9TcBmD17dg800czMzGzlUrhmWrWZ7TDrLY0kR+8BTq5IUIiIBZIuAY7vtpa90YbAUxXltYTo7RXrJgDfqtrYzjvv3D2tMjMzM2sNI4DHm90Is57WSHKkLtbHm2lIF9YEXq4oX1xYXzaRNIlD0XDg98CuLHtek7U3FLgD2BlwN1vHHKeuOUb1cZzq4zjVx3Gqj+NUn42BP5Am4DJb6TWSHM0Axks6LyIWFVdIGkiaPW5GN7at6CVgjYry/oX1bxARbUBbsUxamt89GRGzuq11K5lCnGY7Th1znLrmGNXHcaqP41Qfx6k+jlN9CnFa0sx2mPWWRpKjM4GrgXslnQ08lMu3Ar4MbArs173NW+pp0tC6slrZnB7ar5mZmZmZtYi6k6OIuEbS4aSps3/EsmF0AhYBh0fEtd3fRACmA1+VNLB0z9OO+bWneqzMzMzMzKxFNPSco4g4T9JlpCm835mLaw+BfaG7G1dwFfAN4BDSvURIWgM4CLgzItxzZGZmZmZmb0pDyREsvZfnyu5vSqf7/F9JVwJn5GcaPQ58ljQ19/gGNtUGnETpXiRrpw3HqR5tOE5dacMxqkcbjlM92nCc6tGG41SPNhynerThOFkLUURPTjLXfST1B04BPgOsDdwPfDMiftfUhpmZmZmZ2Uqh0+RI0nUNbi8i4mNvrklmZmZmZma9r6vk6PWK4qDjZx5FRPgJymZmZmZm1ues0tnKiFiluABvIyVGY8rr8uLEyMzMzMzM+qROk6MKfeMGJTMzMzMzswY1mhz1SZLWkHS6pDmSXpJ0t6QPNbtdzSJpQ0mnSbpN0gJJIWl0B3X3kXSvpMWSnpT0LUkNz3LY10jaXtK5kh6StCgf++WSNq2o+35J0yS9KGmupB9KGtCMdvc2SdtJmiLp7/lva66k30h6f0Xdlo1TFUlH5b+96RXrWjJWkkbnmFQtm5fqtmSMivLn1A2Snpe0UNIMSeNLdVryMxxA0qROzqeQ9I5C3ZY+nySNkPQrSbPz/3kPSTomPzalWK+l42StoSU+IIFJwMdJz0h6jDT9902Sdo2IPzavWU3zbuBoUizuB9pdyAJI+ghwDXAr8GVgG+AEYL3875XZ0cAHSNPW3w9sABwO3Cdph4h4GEDSSOD3wIPA14ChpGdyDQc+2vvN7nXvIn2O/BR4GhgCHADcLukjEXELOE5lkjYAjiM9QLu8biSO1UTgnlLZ0ufZOUZLP5+vBaYCxwOvAJsBG5XqXENrfoYDnA+UZ7QV8BNgVkQ8BT6fcpL4J+AF4Bzgn8DOwHeBrYADc72RtHCcrIVERN0LsC7wOvDBBpl/8gAAExRJREFURt7XzAXYgTQccEKhrD8pMbi92e1rUkwGAevmn8fm+IyuqPcg6QJl1ULZqcBrwIhmH0cPx+j9QL9S2QhgMTCpUHYjMBsYWCg7JMe0z/yddHPsBgBzgf9xnDqM0STSBetUYHppXcvGChidj3NsF/VaNkb5WNcCngF+2EW9lv0M7yQmO+Xz5JuFslY/n47Ox7pVqfwqUtK9uuPkpZWWVhhW9wnSH/eFtYKIWAxcBOyk9FDZlhIRCyJifmd1JG0JbAmcHxGvFVadRxqO+fEebGLTRcRdEbGkVPZX0sXGFgCSBgO7A5MjYmGh6mRgIfDJXmruCiUiXgTmkXqRHKcSSTuQntf2tYp1jlUmaVDV8C/HCIBPk/6+ToClsXrDLLKt/hneiU+TLuYvA59P2eD8+kypfC7p+uk1x8laSafD6iSV//MeQPpQGZe7V8siIs7qprZ1l1HAI6U/ZkhdyAJGkoYD2RuNyq//VyyMiDmSZhfWt4x88bE+MCMXbUP6GyrHaEm+j6RlYiRpELAGqXf5s8DWwMl5teOU5XPoR8AlETG9dD0LjlXNpcBA4FVJtwFfj4gH8jrHCMYAjwB7SjqDNLypTdL5wLE5GfJneImk1UkX8XdFxKxc7PMJ/gB8E7hI0gmkYXW7kG5BOD0iXpfkOFnL6Oqeo+91UP7FDsoDWNGSow2BpyrKawnR23uxLX1JrUetKnF8mtaM2wHAO4Bj87+7itG/90ajVhA/Y9k30UtIY/q/k//tOC3zX6Rv88d2sL7VY7WENJTnJuA5YFvSPQ3TJG0fEY/iGAFsSrq3aBJwBnAfsDdpeFR/YAL+DK/yYdIXOL8olLX8+RQRv5V0PClB2qew6oSIOCX/3PJxstbRVXK0W6+0ometCbxcUb64sN7aq8Wlo9i11Ow0eaasc4FppG+1oesYtdK5dRLp5uehpJt31wBWJ8XGcWJp79ppwGkR0VFvdUvHKiLuAu4qFF0n6XrSt9XfIn1B0dIxygYCawPHRMTpuexqSQOBwySdij/Dq3yaNEzsikKZz6fkCdI9kFOA+cBewEmS5kXET3CcrIV0mhxFxB96qyE96CXShVpZ/8J6a68Wl45i1zJxyzOL3QA8D4yLiNfzKscoy0OeHgCQ9HPSxewk0j1/jlNyHKln5Aed1HGsSiJihqTfAbXHLzhGy47xl6XyXwDjSBMROU4FOXH8GHBz6Z7blo+TpP1JX25tFhG1WSGvlrQK8D1Jv8JxshbSChMyPM2y7uCiWtmcinW2rOu8o9i1RNwkrUUa4rMW8OGImFtY7RhViIhXSFMM7ydpTRwn8sQvE0i9j+tLGiZpGOmiol/+99o4Vh35B7BO/tkxWhaD8g30tX/7XGpvLKm37BelcscJDgPuKSRGNdcBbwHeg+NkLaQVkqPpwOb5W6OiHfPrDKzK9Py6XbFQ0ttJQ6ems5KT1B+4nvTskL0jYmapyl+AV2kfo36kiT6m93wrV1hrkiY8GYTjBGkij37A6aThK7VlR9Lsh0+Q7hdxrKoNJ82ACI4RLHsG1DtK5UPz6zz8GV52AGlWtetK5T6f0ufTqhXlq+fX1XCcrIW0QnJ0FekP/JBaQX7i80HAnRXflBgQEQ+SZkP6gqTih+ahpGdd/bopDesl+Zh/RbrJdFxE3F2uExEvkB4weGAp+T6QdE/Alb3R1maS9NaKssGkoT3/iIhnHScgJT/7ViwPArPyz5NbPVYdnE87ke5/vRn8d5fVjvHgWkGeCfEQ0oOF7271z/CifF6NAabkRw0s5fMJgEeB7SS9q1T+n6RnYt3vOFkrUUQ0uw09TtIVpC71s4DHSVMNbw/sFhF3NrFpTSPpuPzjFqSbVC8mXcC1RcQ5uc7epG/ZbiUlClsDh5Oem3FYrze6F0maCHyV1HN0RWn1woi4Jtd7L+kG8r+QnqU1FPg6cFtE7Nlb7W0WSbeSbsa9i/RMjI1IXzwMBfaPiCtyvZaOU0ckTQWGRMTIQlnLxiqfTy+Sjv850mfOF4AXgO0j4slcr2VjVCPpEtKF6UXAvaQb6PcCjoqIM3Odlv0ML5J0OGkK/f+IiJsr1rf0+SRpF9I58hxwDmkq772BjwA/iYhDc72WjpO1kGY/hbY3FtK4/jNJY2YXk55xNKbZ7WpyTKKDZVap3ljSNLGLSeP+TwJWa3b7eyE+UxuI0U7AnaQbUp8Bzgbe0uxj6KU4fS7H6lnSLFDzSAnlrhV1WzZOXZxn0x2rpcf9FeB/SbNlvUJ6DMPFwMaOUbvj7wecAjxJmujjEeCLFfVa8jO8FIM/5nNk1U7qtPr5tANwY75OWgLMBI4px6zV4+SlNZaW6DkyMzMzMzPrSivcc2RmZmZmZtYlJ0dmZmZmZmY4OTIzMzMzMwOcHJmZmZmZmQFOjszMzMzMzAAnR2ZmZmZmZoCTIzMzMzMzM8DJkZmtICSNlxSSRndWZtYZSYdK+pekdQtlkyT12kP9JE2RdFtv7c/MzLqPkyOzPkzS2pJeygnEgc1uz4pE0omSxja7HT0lJ44TemE/H5J0haR/SHpZ0gJJ90j6tqShpfZEaVkk6VFJZ0vaqLTdYaW6r0t6QdJMSZdLGidptQbbuhZwEnBWRMzvnggslxOBXSXt08Q2mJnZcmjoPx4zW+EcAKwBPAF8Dri0uc3pdpcClwNLluO93wIuAa7pzgatQMYDw4CJPbFxSasA5wOHAH8HLgP+CvQD3gd8Cfg88LbSW88G/px/HgRsn+vuK2nLiFhQqn8LMDn/PBAYDuwNfAq4V9K+EfFknc0+DBgCnFNn/R4RETMkTQWOB65rZlvMzKwxTo7M+raDgduAa4GJkoZHxN/qeaOkQRUXqiuUiHgNeK3Z7WhRJ5ISo18C4yPiDQmqpK+TEtCyOyLiqsK/fyypDTgCGANMKdV/NCJ+Xio7KveKnQXcIGlURLzaWWNzMvdF4KaImNdZ3V5yKXCxpPdGxL3NboyZmdXHw+rM+ihJ7wVGknpHLgNeJfUeVdWNfN/FhyRNk7QQuL6wfrt8n8RzeejUTEnHloc1Sdohb+dRSS/mIVZ3Stq3wbZ/XtIjeV+P5QthVdSrug+pfx4yNzO3oU3SA5LOzOuHFe4v+Wxx6FZhG5+SdJ2kJ3MbnpN0jaRtK9owS9JUSZtLuiEf8wuSrpK0QUX9wXnI2cOSFkuan2O+f6nehpJ+nNuwRNIcSRdIKvfEVMVvFrArsElpaFoxTrtIuiW39SVJ90o6uKtt5/e+DTiS1GP0uXJiBBARbRFxRD3bA+bk17p7ACNiIvALYGtg/85rA7ADsAlwYz3bl7SmpGtz7A/IZaNzHMdLOiyfY4vz+bV3rrONpN8o3dc0X2nI4OoVu7gpv36ynvaYmdmKwT1HZn3XwcBC4NcRsUjS/5CSgRMi4vWK+tsBHwd+SkqoAJC0F3A18BjwfeCfwL8DJ5OSr3GFbewLbA5cQbpwXhf4LHC1pAMi4rKuGl3oEZgBfBMYAHwDeLbO4z6XlAROBn5A+hwbAXwwr58HHEj65v4O4IKKbRwOzM/r5gLvAr4A3Jm/6f9rqf47gKmkXo8jgfeQeikGA3sUjm0IMA3YCrgK+DGwKjCKNFTs8lxvY+CPpCFqFwGPA5sChwK7SdouIl7oJAYTgO8C65F6ZGoeztv/aG7rXNLvdAEpwbgw9y4e28m2AfYC+gOTI2JxF3XLBklaL/88kHTeHUk6v25tcFsXkoaO7gWUe5fKds2vf+pqo0qTNVxPSrz2jIjflap8CVg7738x8BVgiqRxpL+fX5KGa+4BfJl07p5a3EBEzM1J7Oiu2mNmZiuQiPDixUsfW0gXrs8DkwplHwMC+EhF/cjLmIrtzAVuB1YrrTsiv2d0oewtFdseAMwEHqqj3UOARcBDwIBC+VBSolfe3/iKsn8CN9axryjGp7Su6ji2AF4GziuVz8rb+mSp/Nxc/u5C2Xm57AsV21+l8PO1pAvqoaU625F6AE+s4/imArMqylclJa5twNsL5f2AO0nDFEd0se3v5+PYr4Fzsva7qlqmARuU6g/L687pZJvr5Dr31LH/S3LdwRXrJqX/7pbu9xHgaWBUqd7ovI2ngLUK5dvm8tfLMQHuAZ7uoE2/AxbUG0MvXrx48dL8xcPqzPqm/UiJxiWFshtJvSaVQ+uAGdH+G/LdgfWBnwFDJK1XW1g2PGlpz0hELKr9LGlA/gZ+AKlHYAtJg7to9x65/rkR8WJhu7NJQ6jq8QKwlaSt66zfTu04lAzOxzuPlOTtWPGWORFxRams1gsyIm9rFVLvzMMR0a63KnJvntKManuTbtRfXIr5LFIPyx7l9zfgfcDGwMURURvORqShcWeQhlN/rItt1H6P/1qO/Z9MOq92B8bmf29Lundo7Qa3Vdt/V+cVwFuBVyOiwzZLGgncRRrC+f6IuK+DqpOi0HMXEffntsyJiKtLdacBG0gaWLGd+cBASWvW0X4zM1sBeFidWd90MOlifrakTQvlvwXGSVovIp4rvefRiu1skV8v7mRf69d+yPeinEq6uK66N2YInV9QD8+vj1Sse6iT9xVNIA2Ze0DS30gTUlwPXB/VwwnbkTQKOIXUU/CW0uonKt5SNclFbaro2vN01iMNxfpNF7t/NylBOTgvVeqaVKMD78yvD1asq5UNr1hXVPsdDlqO/T9QSsKvlfQQaUjh0cAxDWyrkSStnucY3U4aYviBir+Poqr4Pw/8o4NySOfBwtK62n10vfaMJTMze3OcHJn1MZLeCexGuvCqSngAPkP7KZ5frKhXu3g7Epjewbbm5P2KlHxtAfwQ+D9SL85rwEHAp+mFSV4i4lpJw4A9SfeZjCElGXdIGhMVkwcU5ft9biddcJ9C6i1aRLqAnUi6T6assxnz2k0k0YVa/Z/zxp6/opca3GZ3+0t+HUX72eWWx8359YOd1mqvNkHGzDrqzgNWk7RWdHy/1mWke8W+ApzQybY6+n03eh6sAyyMxu/bMjOzJnFyZNb3HES6EPs86b6SslNJQ+sm1rGt2sQDiyqG3JVtS5qI4OSIeMMUzpIOqWNfsOwb+c2B35fWbVnnNoiIf5KSi5/npO004ChSj9aVXbx9X1ICtE9E3FZckYcJvlxvO0qeI/UivKeLeo+RErF+dcS8Mx31RtRivFXFui1LdTpyA2kiggMlfTsiljcmNbXZ3BrtiaqdVzfUUbeW0I0gJe5VDgVeAY6X1C8iGunFWh6bFtplZmZ9gO85MutD8n0t40lDly6MiKvKC2kmrW0kbV/HJm8mTQxwjKR1Kva3pqTaBW3tW3OV6mxNSjjqcQupV+RLkgYUtjGU1PPUKUmr5hnhloqIAGr3jhSPYWHp3zUdHcfngXZTc9crD+n7JbBl1ZTZOYkjIuaT7ufaT9K/VdWT9NY6drkQWLu23YJ7gSeBg1SYajxPN30kKam6totjeRY4kzR5wYWS+lW0c7Cks+poJ6R7jyBNXlAXSV8lzVR3P/CrOt4yNb+2i2lNJF8mzZZ4tKTv19ueRuXYbwL8oaf2YWZm3c89R2Z9yx7ARqTpnzvya9IDPA8G/tzZxiJNAf5fpGmJZ0q6mNSzMYTUu7MfKfGZSpom+kHSAzprM9RtRhqm9ABpIoBORcTzko4HvgfcJWkyaYKG/yb1Yo3qYhODgKclXUdKiJ4l3WNzKKnX5vpC3buBMZKOJiULERGXk54/8yJwqaRz8vs+QBqm9zhv7nPxONLQsQsl7UG6WV/5uFYjTTFObu804PYcg/tIX1YNJ/V+TSb9DjtzN2lih3Mk3UVK+m6NiGclHU4aDvdnSReQ7rP5FClx+E60n6q8yonAhqTem50kXU46N/qxbIr3JbxxKnGAnSX1zz8PIJ0XB5GGMX67Yj+bSfpMof678nFtSUqmxkYXD4DN7iH1iO0JnNNZxYj4mqQlpARp9Yj4Sh3bb9Se+bWrnkwzM1uRNHu6PC9evNS/kC60Atimi3ozSUPu1sz/7nBa67x+a9IwtadIF7zPkGb1Oh5Yp1Bvk9yGeaQE40+k5OnEvI9hdR7HF3MbXyZdcE8gXUB3OpU36cL8u3m/8/P7Z5EmlBhR2scI0j1S/8rbiMK6XUjJyYIcpxtyDKZSmh47b39qxTGMztsdXyofQpoV7rEcy/mk5y2VpwJfj9Q78yhpCFsbKcn8IbBlHTEcQEqSnyElRuXY7UrqqftX3v59wMHLcc6Nyb/z2fl4FpASkVOADSt+V8Xl1XxOXQpsVtrusFLd13NbHyVN3jCO0vTydbT1qLzP9Uvlk4q//0L5KXnfPyYlsZW/0y7OgxOpOPdJE4X8uac/E7x48eLFS/cuivAkOmZm1vflqeT/Cvw0Io5rYjtGkoY3jo2I65rVDjMza5yTIzMzW2lI+m9Sz907I93f1Yw2XEN6iOxuzdi/mZktPydHZmZmZmZmeLY6MzMzMzMzwMmRmZmZmZkZ4OTIzMzMzMwMcHJkZmZmZmYGODkyMzMzMzMDnByZmZmZmZkBTo7MzMzMzMwA+H8wFHOFAsyTQAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='home_work_osrm_dist_avg_km',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel=r'Home-work driving distance (km)',\n", + " # title=r'Per area $D^{OSRM}_{home,work}$ vs. normalized distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(0,60),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8d1de4d0-5a60-465c-bed9-29cc3f5165a4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='home_work_osrm_dist_avg_km',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel=r'Home-work driving distance (km)',\n", + " # title=r'Per area $D^{OSRM}_{home,work}$ vs. normalized distance to CBD',\n", + " xlim=[0,1.4],\n", + " ylim=(0,60),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "86eac390-f5bf-410e-8e99-bee929f72bf4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='home_work_osrm_dist_km',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel=r'Home-work driving distance (km)',\n", + " # title=r'Per user $D^{OSRM}_{home,work}$ vs. distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(0,60),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "20134c1b-07f7-4439-aa30-93ea6b06735a", + "metadata": {}, + "source": [ + "### Home-work distance vs. distance to Business District closest to homeplace" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "490ad8a9-d930-4384-bfca-9605947dff09", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='home_work_osrm_dist_km',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to BD closest to work (km)',\n", + " ylabel=r'Home-work driving distance (km)',\n", + " # title=r'Per user $D^{OSRM}_{home,work}$ vs. home distance to BD closest to workplace',\n", + " xlim=[0,80],\n", + " ylim=(0,100),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "929622e5-93e7-4d41-afee-47f702ff45c9", + "metadata": {}, + "source": [ + "### Home-work distance ratio (Euclidean/osrm) vs. distance to Central Business District" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "db327460-f855-4f37-935c-f6e6b0fa3a97", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel='Home-work trip straightness\\n' + r'$(d^{EUCL} / d^{OSM})$',\n", + " # title=r'Per area home-work $D^{EUCL} / D^{OSRM}$ distance vs. norm. distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(.5,1.),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_fraction_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "200a3e5c-a1e0-4f29-bc84-5f3de80ddf8e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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A4447riUjI8N46qmncu+5557K5G11XRfz589f5HK5JEBOTo5+4403Dv7222/du+++e7jjsR999NHsiy66aNjpp59e++STT65NLN99991DK1euXGCz2dq2Peecc+rHjx8/9qGHHsq76667qjqe95tvvlns9Xplb4+hbJBKcLSp6nQOYFvt4/g0cAJwL7AcOBP4nxBiqpTyy652EkJMj+/zHvAwMAiYDuwihDhYSqnGYCmKoiiKonTi6n/PHbx0vd+7tdsxqsgXvGvahLWb3nJj//rXv3ILCgpihxxySADA5XLJww47rPG1117L6Rgc/fa3v61LBEYABx54oB9g6dKlro7B0UMPPZQzffr0Yeecc071ww8/vC55ncfjaTuGruvU1dXZMjIyzJKSkvCPP/640c/zpJNOqksOjHpzDGWDVIIj6KIggxAiCzgS2OaiUCHEHsBJwOVSynvjy2YAC4A7gP272M8F3AJ8CByaCISEEF8AM4FjgTf6ufmKoiiKoijKVhCLxZg1a1b2lClTWhYuXNg2dmivvfZqffnll/M++ugj74EHHhhMLB86dGg0ef+8vDwDoKGhod319urVq12XXnrpsOOOO66+Y2AEYBgGf/3rXwuefPLJgoqKCpdhGG3rsrOzN6oMPWzYsGjHZakeQ9mg2+BICHEzcFP8qQSeFUI8280u/+irhvWhaUAMeDyxQEoZFkI8AfxNCFEspewsqNsFyAReSs4QSSlnCSECwG9QwZGiKIqiKEqneput2Va8/vrrGY2NjfY333wz580338zpuP5f//pXbnJwlNyFLVnHjkaFhYWx7Oxs/d133836+uuvPXvuuWcoef31119ffNdddw048cQT6w4++OCKvLw8Q9M0efXVVw8xTXOjnlxer3ejnlupHkPZYFOZox+xxhAJ4HTgU+DnDttIIAB8BbzQx+3rCxOBxZ2MEfoG63XtSucZr8Q3BKFO1oWASX3VQEVRFEVRFGXb8txzz+UWFhbGbrvtto2CvGeffTZn5syZ2bqupxwAut1u87333lu27777lh155JGjPv7448Vjx45tK+7w5ptvZu+5557+l19+eXXyfueff76tp1mfvjjGzqrb4EhK+R/gP9BWje6vPSlisI0pBio6WZ4IiAZ0sd8yrMBvX+BfiYVCiDIgH+iyFGK8m2FWh8WDetRaRVEURVEUZavy+/3a+++/n3XcccfVn3XWWY0d13s8HvPkk0/OmjlzZobD4Uh5DHpeXp7x/vvvL50yZUr5oYceOmr27NmLR4wYEQOw2WwbDWt/8skns2tqahxDhw6NdHrADvriGDurHo85klIe2J8N6UceoLM3QThp/UaklHVCiJeB3wkhlmAFiQOBB7C66XVXJ/4y4ObeNlhRFEVRFEXZep5//vmsYDCoHX300c2drT/qqKNa3G63+eyzz+acddZZ9b05x+DBg/X33ntv6f7771/2y1/+ctTnn3++pLi4WD/kkEOa77333uJp06aV7L333oH58+d73njjjdxBgwb1OKjpi2PsrHo8CWyCEMIrhBgjhJgihNi/460/GrmZQmzoIpfMnbS+K+cDbwF3AyuA2cB8rIIM3ZXyvhcY1uE2JZVGK4qiKIqiKFvHSy+9lON2u82jjz66pbP16enpcu+99/a/++67WeFwuNdjeEpLS6Nvv/320ubmZvvBBx9c2tDQoN16661V5557bvXs2bMzbrjhhsHz58/3vvrqq8uKi4t7PDdRXxxjZyV6Wo1aCJGGVXDhLDrPOAlASik7H422lQgh3gMKpZTjOyw/CHgfOEJK+b9NHGMIUAKsllKujlesc0gpd0+hHSXAypUrV1JSUpLai1AURVEURdkKVq1axbBhwwCGSSlXdbbN3LlzV02YMKFuizZMUTbD3Llz8yZMmFDS2bpUSnnfC/wOK5PyIdCrFOJW8CMwXQiR3qEow57x+7mbOoCUcg2wBtrGE00G7unbZiqKoiiKoiiKsjWlEhwdB7wgpfxtfzWmn/wbuAo4ByvAS8xhdBbwuZSyMr5sCOCVUi7exPFuw5rs9pH+arCiKIqiKIqiKFteKsGRG/i4n9rRb6SUXwshXgHuFEIUY40dOgMYCpyZtOkMYCpW90AAhBB/BEYDXwM68CvgEOB8KeXKLdF+RVEURVEURVG2jFSCo++A0v5qSD87HfhL/D4bmIc11ujzTew3Dzg2fgP4HjhcSvl2fzVUURRFURRFUZStI5Xg6DpgphDiZSnld/3VoP4gpQwDV8dvXW1zQCfLZmJVplMURVEURVEUZQfXZXAkhHiyk8XrgK+EEF8CPwNGh/VSSvm7PmyfoiiKoiiKoijKFtFd5ujMbtbtG791JLEq2imKoiiKoiiKomxXugyOpJQpTxCrKIqiKIqiKIqyvVIBkKIoiqIoiqIoCio4UhRFURRFURRFAVKoVieE+HATm0ggBKwB3gX+I6WUm9E2RVEURVEURVGULSaVUt7DAQ+QH3/eFL/Pit/XYmWijgDOBz4XQhwupWzd/GYqiqIoiqIoiqL0r1S61R0ABIG7gEIpZY6UMgcoBP4OtAK7AXnA3cB+wE192lpFURRFURRF2c7tscceZeXl5WO2djuUjaUSHN0DfC6lvFZKWZtYKKWslVJeA3wJ3COlbJBSXg38Fzihb5urKIqiKIqiKFvG/fffnyuEmJy4ud3uSYWFheMPOOCAkXfffXdeMBgUW7uNSt9KpVvdL4Bruln/KXB70vP3gV/2plGKoiiKoiiKsq249tprK4YMGRKNRqOisrLS+eGHH2ZceeWVQ//v//6v8K233lpWWloa3dptVPpGKsERQPkm1iVHzyZWgQZFURRFURRF2W4dc8wxzfvss0/ydW3VY489ln3BBRcMP/7440fMnTt3kaapItA7glR+i+8DFwohTuq4QghxMnAB8F7S4knAqs1qnaIoiqIoiqJsg84999zGk046qXbBggXeN954IyOx/LHHHssePXr0GJfLNSknJ2fCr3/966FVVVWdJiS+/fZb9x577FHm8XgmFhQUjL/hhhsKk9eHw2Fx2WWXDdhll11G+3y+XT0ez8TJkyeXzZw509ffr29nlUpwdAVWRbrnhBDrhBAfx2/rgGeBOuBKACGEGxgKzOjrBiuKoiiKoijKtuCMM86oB3jnnXcywBqjdN555w13uVzmjTfeuO7EE0+s/89//pM7derUUR3HJzU1NdmPOuqoUePGjQv+6U9/Wjd8+PDw3/72t0Evv/xyW6DV2Nhoe/755/P22Wcf/4033lhx1VVXVTY0NNiPP/740i+++MKzZV/tzqHH3eqklKuFEBOA64CjgD3jq1YBzwN3SCnr49uGscYoKYqiKIqiKDujNy4eTM1C79ZuBgVjgvzqobX9cehJkyaFAVauXOmKRCLilltuGVRWVhb68ssvl3g8HgkwefLk1vPPP3/4Pffck//HP/6xJrFvdXW14+GHH155/vnnNwBMnz69bvDgweOefPLJvF//+tctAPn5+fqaNWvmu93utrlDp0+fXldeXj723nvvLdhnn31W98fr2pml1DkyXonuGinlGCmlJ34bHV9W31+NVBRFURRFUZRtTWZmpgEQCAS0Tz/91NvQ0GA/99xzaxKBEcDvfve7xoKCgtjbb7+dmbxvenq6ce655zYknrvdbjl+/PjWNWvWuBLL7HY7icDIMAyqq6ttsVhMjBs3rnX+/Plp/f8Kdz6pFmRQFEVRFEVRlE3rp2zNtqS5udkGkJ6ebv78889OgDFjxoSTt7HZbJSUlIQrKiqcycuLi4ujHYs4ZGVlGYsXL253ff7AAw/kPvDAA4UrV65067re1jVv4MCBqkJeP+gyOBJC7A8gpZyd/HxTEtsriqIoiqIoyo5szpw5HoDhw4dHUt23J9Xt/vnPf+ZceumlJQcffHDT9OnT1xcVFek2m03ecccdxckZJqXvdJc5+hiQQgiPlDKaeN7N9iK+3tZnrVMURVEURVGUbdSMGTNyAA477LDm9PR0E2DhwoXuww8/PJDYxjRNVq1a5R41alTKU9y89tpr2YMGDYq88847K5KDqT//+c8D+6D5Sie6C47Oxgp2YvHnZ/V/cxRFURRFURRl2/f4449nv/jii/njx49v/dWvfuWPRCIiJydHf+KJJ/Ivvvji+sRYoaeffjq7pqbGcemll65P9Rw2m5VzkHJDfuLDDz9M+/HHH9OKi4tVt7p+0GVwJKV8usPzZ/q9NYAQYhSwC1CAFZzVAguklMu2xPkVRVEURVEUJdmbb76Z+eOPP3pisZioqqpyfPDBB5nfffddemlpaejVV19dAeByueTNN9+8bvr06SV777132bRp0xrWrl3rfOqppwpKS0tDl19+eW2q5z3iiCOa3n333axDDjlkxOGHH968cuVK17/+9a/8ESNGhIPBoJp1th9sEwUZhBCjsSaRnQYUJRbH72V8m2rgZeARKeWiLd5IRVEURVEUZad0xx13DARwOp0yMzNTHzNmTPAf//jH6gsuuKDe6/W2pXUuvfTSerfbbd5zzz3Ft9xyy6C0tDTj2GOPrb/33nsrkrfrqUsuuaR+/fr1jhkzZuR/9tlnmSNGjAg9+uijK1955ZXsr776Sk0E2w9EcpquRzsIYQPKgWw6KQWeSkEGIcQI4A7gOCAEfAp8CawA6rECpBxgJLAXMAXwAK8B10opf06p8VuREKIEWLly5UpKSkq2cmsURVEURVE2bfHyxYwuHQ0wTEq5qrNt5s6du2rChAl1W7RhirIZ5s6dmzdhwoSSztallDkSQlyLNQlsRjebpVKQYSEwHzgTeE1K2bqJ86dhZZemx/d1p3AuRVEURVEUpYfqgnUsqFuwtZuhKFtUj4MjIcTvgNuAT4B3gb8B92AVbPgd8DPwzxTPf6KU8s2ebhwPnp4BnhFCHJviuRRFURRFUZRNiBkxVrasZH1gPV6Hd2s3R1G2qFQGcl0IfCWlPBB4NL7sv1LK64DxQAkplvFOJTDqZN//9HZfRVEURVEUZWPNkWa+r/me+mA9OZ4c7No2MTxdUbaYVIKj0cAr8ceJgUo2ACllFVbANL0nBxJCXCWEOEAI0V33PEVRFEVRFGULMEyD1S2r+bH2R+yanQx3BkKITe+oKDuYVL4OMIDEmKDEfW7S+lVAaQ+PdScQAZxCiBXAnKTb91LK5hTapSiKoiiKovRSMBZkaeNSAtEAOe4cNKEqRCs7r1Te/WuAYQBSygiwFqt6XMLuQEMPj/USUAlcA9wcf3wU8AbQIIRQcxopiqIoiqL0Iykl61vX833N90TNKNmebBUYKTu9VDJHs4Ejgevjz18BLhNCeLCCrFOBJ3tyICnlyUKI/YH7gQpgupRyOYAQogyYlEK7FEVRFEVRlBREjSjLG5dTF6oj052pxhYpSlwqfwn3AXOFEB4pZQgr4zMKOCO+/l2sMt89IqWcLYSYhFXoYbYQ4mngL1LKJcCSFNqlKIqiKIqi9FBjuJElDUuQSHK9uZveQVF2Ij0OjjoGLfGy2scIITIBQ0oZSPXkUkoTeEgI8QJwO7BUCPELKaXqVqcoiqIoitKHdFNnTcsa1vrXkuHKwGlzbu0mKco2p0fBkRAiHasL3P+klK8kr+tN8QQhRB5W+e9xSfejsbrYqYL6iqIoiqIofSgQDbC4YTERI0KuJ7fHleiaI6pGlrJz6VFwJKUMCCFOAj7vo/NWY2WhPgW+Ax4H5sWzUYqiKIqiKEofMKVJVaCKFc0r8Dq8ZLmzerzf+6vf5+mvnu7X9inKtiaVkiQLsSZ67QtBrPFK+wJ7YVW6myCEUFkjRVEURVGUPhDWwyysX8iK5hVkubLw2D092m9Nyxpu/vxmnlzwJEMyhvRzK5XNccIJJ5T4fL5d+/KYQojJV1xxxYC+POb2JJXg6E7gQiHEqD44bwYwFrgNqAdOAN4GmoUQPwkh/tUH51AURVEURdkp1QXr+L76ewKxALmeXGyabZP7RIwIzy96nus/vZ71wfVcvOvF/H7X32+B1m677r///lwhxGQhxOTZs2dv9CV+OBwWmZmZuwohJp9wwgklW6GJSh9LpVpdOdbcRvOFELOAZVgZoGRSSvmXTR1ISimBxfHbcwDC6vxaBkxGlfJWFEVRFEVJWcyMsap5FVWBKjJcGThsjh7tN7dmLk8seIKaYA0HDD6A347+LT6nj4o1Ff3c4u2D0+mUM2bMyNl///3bXfv++9//zgwEAja73S63Vtv6Wmtr6/cOh2OHeT2pSiU4+lPS4+O62EYCmwyOhBC/AdZIKb9s27GTgElRFEVRdnqxMISbIS0PevDtv7Lzao40s6RhCbqpk+PJ6VHRhaZIEzN+msEXlV8wIG0AN+19E2Nyx2yB1m5fpk6d2vzmm2/mGIaxzmbb8Hf44osv5uyxxx7+BQsW7DBDQ7xe704bGEFq3eqG9eA2vIfH+iPgTjwRQhwghKgQQjQJIf6WQpsURVEUZcekR6F+Baz6FCp/gIo5EO3YYUNRwDAN1rSsYW7tXGyajUx35iYDI1OafLD6A678+Eq+Wf8N00ZN447971CBURdOOumkhtraWsdbb73lSyxrbm7WPvjgg8wTTzyxIXnbRFe8JUuWtKuVPmvWLJ8QYvKsWbPajrHHHnuUlZeXj/nss8+8kydPLvN4PBOHDRu2y0svvZQJ8NJLL2WWlZWNcblck0aPHj3ms88+6zQIW7BggWufffYp9Xg8E4uKisbfcMMNhR23uemmmwonTpxYnpWVtavb7Z60yy67jH7qqaeyO26nxhz1kJRydU9uPTzcUOCLpOcPAD8ANwCnCiFO6/lLUBRFUZQdiKFD0xpY/Tk0rgRPNvgKQQ/Dmi8hULO1W6hsQ4KxIPPr5rOmZQ3Z7mzcdvcm91nnX8ctX97CY/MfY4hvCHfsfwfTRk3rcRe8nVF5eXl4l112CT7//PM5iWXPP/98lmEY4rTTTmvcnGM3NTXZTzjhhJF77rln4IYbbqgwTVOcfvrpIx555JGcSy+9dOhxxx3XcPXVV1dUVFQ4Tz311OGGYbTbX9d1ccQRR5QOGDAgdtNNN60bNWpU6G9/+9ugjgHSo48+Wjh27NjgtddeW3H99devs9ls8uyzzx7+4osvZm5O+3c0Pe5WJ4T4GbhMSvlmF+uPAu6XUvYkexQGYvH9SoBdgMOllOuEEPOBO4A+K8oghHABfwZOA7KBucAfpZQf9GDfg7GCtnFYweRi4B4p5ct91T5FURRFwTQhUA11S8GIgicLtKR/0y6ftbzyR8gaArkjwZZK73hlRyKlpCZYw/Km5ThsDrI9GyUANhI1ory+/HXeXP4mHruHCyZcwNRBU3s859HObtq0aQ333ntvcSQSWeNyueRLL72UM2XKlOb8/Hxj03t3rbq62vHEE0/8fPbZZzcC7LPPPoFf/OIXo3//+9+XfPfddz9NmDAhApCVlWVcffXVQ9977730ww47LJDYPxwOa4ceemjTY489tg7gmmuuqZ0yZcqoe+65Z8DVV19dm5mZaQIsX758fnp6eluXueuuu6523Lhxo++7777Ck046SU1oFZfKp2oJkN7N+jSsjFBP/AQcBLwHHAwsllKui6/7FBiRQrt64mmsinj3AsuBM4H/CSGmJo976ige8L2JleW6Ob74JOAlIYRPSvlEH7dTURRF2dlICcF6qF0CsVZwZ4I7Y8O6H/5ljTUa/xuwOa2xR83rINwIhePA1d2/ZmVHFDWirGhaQW2wlkx3JnZt05dz8+vm88S8J1gfXM+UgVM4bcxpZLgy+rWdN35+4+Dljcu3+lickdkjg3/Z9y9rN/c4Z5xxRsNf/vKXQa+++mrGL37xi8Dnn3+e8dBDD63c3OP6fD7jzDPPbMs+7b///kGbzcbEiRNbE4ERwL777tsKsHz5chcQSD7G5Zdf3pZSttlsnHfeeTVnnXXWiPfeey992rRpLQDJgVFtba1N13Wxxx57BN58880clDZ9+ZVTIRtXr+vK7cALQogXgWOBp5LWuQBnp3v1ghBiD6yA5nIp5b3xZTOABVgZqv272f1ioAo4SEoZie/7GPAzcDqggiNFURSl90KNULvUKrjg9kFafvv13z4GPz5vPV45Gw64HrJLIC0XogGrm13ROPAVbfGmK1tHU7iJxY2LkVKS683d5PYtkRb+tfBffFrxKUXeIv641x8ZlzduC7R0xzNs2LDY5MmTAy+88ELOunXrnA6HQ5588smbnXEpKiqKatqGkS42mw2Px2MMGDAgmrxdTk6OAdDY2NiuMovNZpNlZWXtth09enQE4Oeff3Yllr3wwguZt99+e/HixYu90Wi0LV2oMoftdRscCSH2Bw5IWnS8EGJkJ5vmYAUgP/bkpFLKd4UQFwDnA58Bf09avSdWyfC+Mg2rC9/jSecPCyGeAP4mhCiWUlZ1sW8G0JgIjOL7RoQQjUCoD9uoKIqi7EzCLVaxhdZacKZBev7G2/z4ghUYjT4GBk6GT/8Br50Lu58L46aBMx1sLqicC1kNkDdKdbPbgemmztqWtaz1r8Xn8uG0df89spSST9Z9wrMLnyWkhzhu5HEcV3rcJvfrS32RrdnWnHjiifU33XTT4FWrVrkPOuigJp/PZ3bcpqtgo+NYoYTkwCiZzWbrtGqcVeA5NW+//Xb6b3/725G77bZb4I477lg9YMCAmNPplE8++WTezJkzVeYoyaY+RQ9kQ3cyCRwfv3VmOXB5T08spfw38O9OVu0FvNHT4/TARKxue4EOy78BBLArVnaoM58A1wsh/oLVNQ+sLnmjSOG1KoqiKAoA0VZoWAktleBwdx4UASyaBd88AiN+AftOt7rVFY2zAqSv/mkVa5h6HWQUW8fwV1pZqOLx1tgkZYcSiAZY2riUoB4k25ONJrqvp1UZqOSxeY+xqGERZdllnDP+HAb7Bm+h1u7YTj/99MY//OEPQxYsWOD9wx/+UNnZNjk5OTpAfX19uwzPypUr+yUyNQxDLFmyxDlmzJi27NGiRYtcACUlJRGAl19+OdvlcpmffPLJUo/H0xZdPfnkk3n90abt2aaCo3uxggKB1ZXsMuA/HbaRQEBK2UAKhBAaVlZqBFADfCSlbJFS3p7KcXqgGOhsBrNEQNRdqcK/xdv3R6yiDGD18TxGSvleVzsJIbKArA6LB/WgrYqiKMqOKBa2KtA1rga73Ro31FVXlhUfWUHQ4L3gwD9smNvImwOH/BWWvg1fPAivng17XwxlR4I31wq8Vn8FhWMgY0DXx1e2G1JKqgJVrGhegdvuJtvdfdGFmBHjPyv+wxvL38Blc3HuuHM5cMiBmwymlJ4rLCw0br/99jWVlZWO448/vqWzbcrKyiIAH374oW+fffYJAei6zlNPPdXFtyGb75577ilIFGQwDINHH320wOPxmIceemgANmShdF0XWNfuLFmyxPnee+9l9VebtlfdBkdSymagGUAIcSCwSEq52TVEhRAFwP+wsjaNWN3yWoUQdwF/lVJulKLcDB4g0snycNL6rkSApcArwOuADTgPeFkIcZCU8tsu9ruMDRk3RVEUZWdlxKBpHTSuAASk5UB3F6prv4aP/mZliX75pw3V6qRp7ScElB0OAyfBx3fA7L/Dqs9g/6utAMnuguoFVhYpvwxUaebtVlgPs7xpOQ3hBrJcWdg2MQHwwvqFPD7vcSpbK9lnwD6cvsvpZLmytkxjdzJXXnllXXfrd9ttt/CECRNa//a3vw1saGiw5+Tk6K+++mqOYRj98o2F2+0233nnnawTTzzRPmnSpNb//e9/WV9++aXv+uuvr0hUqjv66KObH3/88cIDDzyw9Ne//nVDTU2N/amnnioYMmRIZOnSpd1dC+90etw5WUr5SWfLhRCTsYKbT6WU4c626cTtwDrgECllvRAiDWts0B+xSmaf2NN29UAIq8hDR+6k9V15ANgD2D0RsAkhXsaqtncvsG8X+93Lhm54CYOwKvEpiqIoOzrTgJYqqF8Opg6ezPZluTuzfh68exNkD4PDboXEfDWxkFWwQbNbcx5pNkgvhCP/Dj+9AV8/DK+cBftdZnXDS8u3SoKHmqB4nFX9Ttmu1AXrWNq4FKEJcj3dF13wR/08t+g5Pl77MQXeAq7b4zp2Ldh1i7RT6drzzz//8znnnDP0oYceKvL5fMbJJ59cd9BBB7Ucd9xxo/r6XHa7Xb711lvLzjvvvCGzZs0a5PP5jOuvv77i1ltvXZ/Y5phjjvHfc889q+69997iG2+8cfDAgQMjN99887pVq1a5VHDUnujpoC4hxFXAVCnl0UnLngd+E3/6M7CflLK6B8dajRVw1HRY7gM+BB6TUj7as5ewyXO9BxRKKcd3WH4Q8D5whJTyf53s5wRagVullDd3WHcfcBHgkVLqPWxHCbBy5cqVlJSU9OalKIqiKNs604TWGqsCnRGxApOeZG/qlsGsy8CTA8fcbwVBCYFaGDARIvEiDg53+3FFTWvg49ugZhEMP9AKktyZEAtCNAj55ZA5aIfuZielBGndSwATJIllgLBevhDC+jHE77e1Kl0xM8aq5lVUBarIcGV0OymrlJLPKj5jxsIZtMZaOWr4UZww6gRcts6+D+69ijUVHDrpUIBhUspVnW0zd+7cVRMmTOg2m6Io25K5c+fmTZgwoaSzdamUtTkJ+DrxRAjxi/iyF4D5WGNyrgGu7MGxsjrrniel9AshLsXK2PRJcIRVQW+6ECK9Q1GGPeP3c7vYLxfr59NZHtsRX7dtfaoqiqIoW4eUEGyA2sXW2B93hlWauyea1sL/rgFHmpUNSg6Mwk1Wme70/PitAGoWWwGTJ8sKvLKGwDEPwNwXYc7TUDUXpl4DQ/ay5kWqWWi1rWA02Pt+PLg0JYZuWkGJTApU4utIWi7lhkpb0pTWTYIprceYYJqybV9pWgdKrE/s3/Y4fo8EhAQp4vdW4GMdSbS1Ib4i3iBh9VTUBJom4vfxymHxey2+XtisbRLbieTgSsS3SQq+hBCgdXi+CS3RFpY0LCFqRMnx5HS7z/rW9Twx/wnm182nNKuUc8afw9CMnk41qShKd1KdBPbppOe/wipqcKqUUgoh8oBj6FlwtEIIsauU8sdO1n0FdFYuvLf+DVwFnIPV3Q0hhAs4C/hcSlkZXzYE8EopF8f3qwGasMqX3yKljMW3SweOBhYklimKoig7sVCjlfkJNVkTsnZVga4zgRp46yoruDry71Z3uQTTAEOH3KR/iS4fDNrN6rJXt9i64PdkWV3uJp4Kg/eEj26Ft6+D8qNgr4usgCpYD2u+sqrZebL65nVjBSr1FQFam6NtwYkQ8QBIiHhAghWftAtgACQC0ZbVgaQgIimgsDI9ILCOrWkCbKItMGm3Xy/a3y5wM0E3jHjApceDMautGwK7DcFVgkiOvzYcvW2bRBBmtV+znts0NAFSSAKuBipj6/A6vGS5s7psr27qzFwxk9eWvYZds3P22LM5eOjBquCCovShVIKjNNqPz/kF8L7c0C9vIXBhD4/1FHC/EOJgKWW0w7psrO5sfUJK+bUQ4hXgTiFEMbACOAMYilWWO2EGMJXER7aUhhDi78BfgS+FEM9iZZF+hzV+6Kq+aqOiKIqyHYr4rW5ugRpwelMLisAKpt66CiIBOPpeKwPUcX3OSOvYyYSAzAFW9br65VZZcFc6ODyQVwrHPwLfPQXzXoKK76yS3wN2tcYurf3a6maXNaRPutm1NkbwN4Xx+pzbXBe1nmjL/PRzR5COQRgSzJhBczTAmrp12PJi5Bd2X6J7ccNiHp/3OOsC69ireC9O3+V0ctz9Pz1Nb+bUUZTtWSrBUQVWsQSEEEOBMcDdSeuz6bwqXGceAo4AvhVC/EFK+d/4cV3AP7DmF+pLpwN/id9nA/Owxhp93t1OUsq/CSFWAtOxqs+54vseL6V8vY/bqCiKomwPokFoXAUt66xJWFMNisDqeve/a8C/Ho74uxXUJNMj8S5z3cxN43BD0VirbHf1Qmits7rk2Zyw5/kwdF/4+FaYdTmMOxF2/51V0a52sZXtKhhtVbfrpWhYp74ygCfNsV0GRltSxyAsrIepbK2kOdKM3e4i05PZZWAUiAZ4YfELfLDmA/I8eVy9+9VMLpzc722OGTFao600R5v7/VyKsi1JJTiaCVwkhLBjjdeJAP9NWj8WWNWTA0kpTSHEscAdwGtCiBhQiTXnUCVWVqrPxKvoXR2/dbXNAV0sfx54vi/boyiKomyH9Ag0rrECI5sDvN3MVbSp47zzByvrdOjfrK5uHYWbrSIMth78m/bmWOOLmtZC/bINBRuKxsIJT8DXj8D8l62s0YHXW5mjUBOs/tI6tzf17INpmNStC2B32tBs23aXrpA/SiSok57jwu7ovhx2f9OlTm2wjvXB9diFnUx3JjGj89lLpJR8Wfklzyx8hpZIC0cOP5ITR52IO1HFsB9IKWmNtRI1orhsLoZlDiMvouYIVXYuqQRHfwbGY1VpiwCXJSrTCSE8wHHAEz09WLw73eVCiDuBQ4ECrC5v/02hJLiiKIqi9C8jBs0V0LDCer6puYq6Y+rw/s1QNQ9+cYMV1HQU8VtV69JSyEjZ7JA7zMpi1Syyuvp5sq2udvtdBiX7wid3wBsXwcTTYNJpVlvWfQu5oyB7KGg9f01N1UFiEQNP+rY7j1JrU4RFX1Sxan59W2GItCwnvlwPGbluMvLcZOR68OW5cbpTuRxKnZTQHGlibWAdpjTwOdK77UJXE6zhiflPMLd2LsMzh3PdHtcxLHNYv7UvakQJxoJIKcnz5lGcVkyGMwMhBKvqV/XbeRVlW5TKPEeNwEFCiAwg1EkxgqnA2lQbIKWsYuM5gRRFURRl6zINq9tb3bKez1XUHWnCx7dbhRH2uwJGHtT5NnoYinftXVbKlZ5UsGGJdVXuyYJBu8O0p+CLB+D7Z2DNl3DgHyBzsJVtCjdAwS5W1mkTWpsjtNSH8fi2zcAoOSgSAkZMzCdvcDr++jAtdSFa6sPUrGrBNDaMpXGnOcjIc+PLdZORlwiePLjS7JvdZTCkh6nwr8Mf9eN1enFo3i631U2d//78X15d+iqa0DhjlzM4tOTQfim4YEqzLUvktXsZnjWcXHcuTlvfVzRUlO1Jyp/yUsqWTpaF6LokdpeEEOcCPwDzpZQ9Ha+kKIqiKP3HNKG1FuqWQixsBUU9mauoO1LC5/fD8vdhj3NhzDGdbxdqgswhVinw3koUbEjLtbruNa+1utm5fFZAVLIffPoPeO1c2P0cGDvNylYlqtl1080uFjWoWxfA5d38oKGvBRqtoGj1gg1BUfneRXh8G1/sS1NaQV5dmJb6EP66MC31YVb/1IAeMdq2c7htZOS6rWxTnrstaPJmbroAhW7q1LTWUB2qxmlzkrmJyXiXNS7jsXmPsca/ht0Ld+fMsWducgLY3ogaUVqjrQghKPAWUJhWiM/h2+Z+n4qytfRvHnnTHsGqfGkIIZZgzUn0Q+I+nq1SFEVRlP4nZbws9xII+60AxZXeN8f+7glY+AZMOBl2/W3n25i6Fdjk9FH3KbsLCsdY8yQlF2wYtj8UjrUCpK/+D1Z/AVOvtYo1rP0WckdYbdDaj88xTUndugA2m8Bm33bGGbUFRfPrEJpgxKR8yvfqPChKEJogPdtNerabAaVZbcullIQDsQ5BU4iq5U2smrdhznebXbOyTLlufPHueRl5btKzXQhN0BhupCJQiYmBz+nrNvMTMoL8e/mrfFT1AdnubK7c7Up2L9q9T342CaY0CcQC6IZOmiONkdkjyXXndjvJrKLsrLZ2cLQXMAFrLNME4CjglMRKIcRaNg6Y1mzxViqKoig7DtPEqqtsxm8S9JCVZQk2gCutdxXoujLvJfjhWWveoT3O63q7YCMUjNmsCnKd8ubA0L2tYhL1y8HhspYd8ldY9g58/gD8+2zY+2IoOwIaV1pBYuEu7cqIN9cGiYZieNK3jW5XgcZwPCiqR2iCkZMLKNtEULQpQgg8Picen5PCYe2zd9GQTkt9yAqc6sL460PUVQRYs7Bhw/4aODM07JmS9BwnnlwntmwTV5bA5tg4M7M8sJTHVv+TRr2BQ0sO5Tflv8Fj9/S6/R2F9TChWAghBEVpRRR4C0h3pKsskaJ0Y6sGR1LKb4BvEs+FEGnAW1iV777Bat8UrMllZXybRimlKp2iKIqyPUvMuCmTgpSOAUvbcjZebupWkCMN67E0rTFCicfSsJ4nlksjHhQZiVk92TAzabw9Tk/fBkUAi9+ysjPDD4T9Lu96HFEsaGWpMgb07fkTNNuGgg11S6xug+5MGHWYVRXvkzusTNKqz2D/q632rP0KCsdBej5Bf4Tm6iCejK0fGAUawhu6z9n6JijqCafHTt4gH3mDfO2W61GDxrpW1lZW01DTgt4siDZB9ZoIJI0YcPo03Nk23Nk2XFmCH/mKWa0vk+b1cMOEm9llcHmftNOUJv6oH8M0SHekU5ZTRpY7C4emskSK0hNbO3PU0T+AdGBYYmxTvHT4WcBNgAP4dOs1b/skpcSUJhJpTUDHxs+llDhtTjUQU1GUvhdusSqoGdGk4CWpfLEQHQKWzpZDWyCTCDCEFn8sOjyOP0dYFdgS5bCF1vsqc73x88fw6d9h8B7WWB+tizLSUkKk1SqkEK8YZ31ugyklppQIBM6+6MrmSocBkyBQbf1OZADSCqy5ln56wyr7/e+zYN/LYNgUqPwBPX0o9Y05uLbyfEYbBUW7xYOirZjJklLSZDRS5ajEPhSGjcxq+xmZhiTSbBJuNAg3GoTi9/6KGNKAXCZwBhOwucEedCMHyc36+Yb1MMFYEJtmo9hbTEFaAWmOtL56qUoPCCEmX3755VV33313ZX+dY9asWb6jjz561MyZM5ceddRR/v46z9YycODAcXvttZf/1VdfXbW12rCtBUe/Af6YXPRBSqkDjwkh3gLmAO9urcb1hVAsRDAWbAtOzPgFQmfBiiENpJToUseUZrubYVoDRnWpt22DBEMaG7bDjM/GnXRxkfiiNOleIJBI3DY3EwomqG+XFEXpO6FGqJgDdne8ElpyILP9Mk0wkch4ACNlPKDBCmpsFd/h+fCvGHmjadnnjxhBE0OGMU0wTBNDgmma6CYQbiLmzMa/XmKYdRimiSnbny/NZWf3ktTnI+qUENY4JE92vGDDOqsr4djjrap2H98GH/4Fhh+I3OcS6lesRcg6bANKgf6bY6crgYYwC7+oYk1bUFRI2V6FPQqKpJSE/LG2oEMIsDs1bA5tswO9QCzAOv86QnqIdEc6tg7Br2YTeHJseHI2LJ/fPJdnVz+KM+jlmLSTGa6Pxl+hU/VdGLtXY8Shvo6n6ZZhGgRiAUzTxOfyMTpnNFnuLOybU1VRaXP//ffnTp8+vSTx3Gazyfz8/NjBBx/cfPfdd1fk5+cb3ey+XUgEWzNmzFhx2mmnNW3t9mwLev3XE5/bKFGprq8IoNPOtlLKCiHEw8D5wGN9eM4takHdAuo99db1gRRIITcKVpAghfVNoRCi/X1ny5LuE4FNYvBnKuU/m8PNrGxeyajsUX3+uhVF2Qm11kHFD+D29f04mj5imhDUdUIRA92UGKaVqTFMiWlKDAmGtB4nghlTSpJjF02I+Jda1vP0psWUfvcnQmmDWDLueowmE0EITSS2t8a2CAFCmjiMGJHM4ThtGppdtK1PMExJa1SnzyUKNmQUbyjYkDEAjrkf5r4Ec55CVs6F0stxDpgA6+dB7sheTRrbG/6GMIs+r2L1T/XYbBojdyukfK8i3D2cWykRGGXme8jI9xALG0RDOsFAjHBrDKSVqbE5NOzOngdLUSNKZWsljeFG3HYPma7uq9CBVbnutcqXea/2fwxyD+a8XS+m2D0QgJxSg+q5YdbODuLy2Ri0T9elvhOCsSBhPYxdszMwfSD5nny8jk3vp/TOtddeWzFkyJBoMBjUPvnkE9+zzz6bv2DBAu+cOXMWa0nzg7W2tn7vcDhkN4dSNmH58uULtBTmXOsPKQVHQogC4E/Ar4DC+LIa4HXglsSksJvhY+AcIcSDXZT2rgT6plPuVpLpziTbk721m9GpDFcG6wPryXZlk+/t4373iqLsXPzVUPWjNcfONtZdN2ZIWiM6TaEoja0xDCkRWEEOWMGLJoTVK0+ItnU2mw1nPHihi+toZ/NKBn3/Vwx3Luv3/Qvp7qxu22IPNRPJGYnDvRW7P3myrclom9ZaczrZnTDxt0QK9kB8fCuF828k1HQ4gfLfIeuWgK/Ymh+pq26Cm6ljUDRq90LK9ux5UASJwEgnI9dNVqHXCoLStPh8Rh5MUxKLWMFSyB8l3Bpr6+lpdwjsThtCa/9LNqVJfaieikAFNmFvmyR1U2oi1Ty66iFWB1dyQN5BnDjwFJzahr8JIQTDfpmGGYXlb/lx+jQKxm2codNNndZoK4Y0yHZlMyJrBJnOzI0yVkrfO+aYY5r32WefEMBVV11Vd/TRRzNr1qycTz75xHvggQcGE9t5vV4VGG0mj8ezyZ9hS0uLlpGRYW5qu97qcWgmhBiGVTXuAqAZ+E/81hRf9r0QYvhmtudmYCjwgRBicifrpwEbzbOkpM6UJquaV/H2yre5//v7ufyjy/mq6isy3ZksbVxKSO/LhKCiKDuVpnVQ+aN10b0NBEZSQjBqUNMSZlGVnx/XNbG8NkBLUMfrtJPpcZDhcZDutpPutuN12XE7bbgdNpx2DYddw24T2GzCGhLUxfWwI1DJwC9uxLS5qdj3rxju7r8IE0YU0+Yklj6wbVnMMGkJxahpCbO6vpXF61v4cW0TCytbWLy+heqWMOFYP/Tk0WyQUwIl+4ArHaOphtrQIOr2fZDWESfhXvsOOZ/9HkfrGgjUQM1CiPXt/wl/fZhvZq7k7UcXsG5xI6N2L+SIi8Yx4aDBKQVGAOFAjPQcJ9lFaZ0GMJomcHns+HLcFAzNYHB5DsUjM8kdlIbL6yAaNgj5owT9USIhneZQC4sbFlMRqCDNkU6a09ujwOjrhi/4y+IbqI1Uc+Gw6fx28JntAqMEoQlG/yaTjCEOFr3STOPPUcAK8oKxIA2hBkKxEIN8g9itaDfG5o8lx52jAqOtZJ999gkALF26tF0UK4SYfMUVV7SrqvLZZ59599tvv9K0tLSJaWlpE6dMmVL65Zdf9qgk4YoVKxwHH3zwCI/HMzEnJ2fC7373u8GRSKTTN957772Xts8++5Smp6dP9Hg8E/fZZ59Rn376aa/SiV9//bXnhBNOKBk0aNA4l8s1KS8vb8KJJ55Ysn79+nZvuCuuuGKAEGLy4sWLnccdd1yJz+fb1efz7Tpt2rQSv9+/UYxx33335Y4ZM2a02+2elJ2dPeH4448vWbt2bbtEzcCBA8edcMIJJYnn999/f64QYvI777yTfsoppwzNzs6eMHr06F0S62+99db84cOH7+J0OicVFhaOP/fccwd1du5UpJI5+geQCxwvpXwjeYUQ4jjgBeDvwPG9bYyUcq4Q4mjgJeAbIcRnWFXrBHAwMA54uLfH35mF9TDLmpaxpGEJSxqWsLxpeVsAlOPOQRMaj89/nLKcMpyakyUNSxifP75fZuVWFGUHJSU0robaJZCWA1tx3EPMlAQjBs2hKPWBqFXUQAhcdo0sT9+MqzRMSdiAUExitNYx6bsbMAyTt8v/zPrabMJ6lGBMEtIhpEvrFkt6HIkRxE3I+IFQ1CAcs7r2demtDQ89DhvZXgdZXifZafF7r4Nsr7PDY+s+2+vE57ajaZu4oHemIYsn0uBfg4z9jF2TtI7+HZHCvcn48U6yv7qK4LDjCYw8xepmlz0C0vK6DBh7wl8fZuHnlaxZ2LAhU7RXEe603v2eQoEo3kwXucXpG2V/uiI0gdNtx+m2k57ltsbyRk1aAn6Wr19FfX0TLs2N25ZmjTNzSDRb18eOGGFeWPcvPm+Yzci0UZxTciG5zu4L7docgnGnZvHDow0seLaJkWfYcRVArjuXkVkjyXRlqv/J24jVq1e7AHJzc7vt7/rdd9+5DznkkLKMjAzjkksuqQJ4+umnC375y1+Wz549e9GkSZPCXe0bCATEQQcdVLZ+/Xrn2WefXV1cXBx76aWXcj/77LONBqa98cYbvhNPPLF0woQJrddcc02FaZrimWeeyTvkkEPKPvvss0WTJ0/u8jydeeuttzJWr17tOvnkk+uKiopiP/30k+eFF17IW7JkifvHH39c3LHb2/HHHz9i6NChkRtuuKHihx9+8L700kt5+fn5sf/7v/+rSGxz5ZVXFt97770DjjrqqIYzzzyzrqqqyvH4448XHHDAAWlz585dmJ6e3m3G6OKLLx5aUFAQu+aaaypjsZgAKzi75557ivfbb7+Wc845p2bBggWeJ554onDhwoWeTz/9dFlvu+el8p/rIOChjoERgJTydSHE/wFn96oV7Y/1gRBiDHAd8GusUt4AOvAkcNXmnmNn0BBqYEmjFQgtaVzC6pbVmNJEIBjsG8x+A/ejLKeMsuwy8jx5VLVWce3sa3li/hNctdtVNIYbWedfx5CMIVv7pSiKsj2Q0ppDp+FnSMvtty5X3Z0+rBu0RnQaWqO0hK1rFrsQeBw2bF1cyIZikkX1BrVBsy2ICcYkYR2C8SAmrEuCiaAmKdiJxBM42bTwsvMvGMLPr6N/ZMF3eUD7rIrLBh67wGMHj0PgtZmkux3kpPnwOGzWLZ6tcts1vDaBWzPxCInDNAiGoxSXFNMUNmgKRmkKxmgMxmgKRmkMRqlqaqExGKU5FNuomEOCJiDT0z5oaguk0jYsc+oS4dcoLBhNZrQGV+t69IwRNOz/MOmLHse78jWctd/RMv4qdNOEqB+yBqccDG8UFO0R7z7Xy6AIIBSw5mHKHdjzwKgzutSpjFSyJrwGR46DoUX5GDGJEZXEWk1irSbRsNWrR2hWYKPZrfOtCa7msVUPUR1Zz5GFx3J08XHYxKb/HqSUROxBhpwkWPE0rH5RcsxV48nPy+r161D6RkNDg72qqsoeCAS0d955xzdjxoz87Oxs/dBDDw10t9/1118/0DRNMXv27MWjRo2KApx11lkN48ePH3v99dcPfOedd1Z0te8999yTv3r1atczzzyz4vTTT28CuOyyy+rGjh07Jnk7wzCYPn360ClTprR8+OGHyxPLL7nkkrry8vJdbr755gGzZs36OZXXe/XVV9fccsst7YbK7LXXXoHzzz9/+Lvvvpt+2GGHtXvdu+66a/D5559fnXje0NBgf/HFF/MSwdGSJUuc991334AbbrhhXfJxjzrqqOZf/vKX5f/85z/zrrnmmtru2pSTk6N/+umnS20262+psrLS/uCDDxZNnTq1+cMPP1yeCIRKSkqit91228AXX3wx85RTTmlO5XUnpPJJJoFl3axfCvRJX0spZQ1wBXCFEKIQSAPWSiljfXH8HY0pTdb617KkYQlLG5eypGEJtSHrPeayuRiZNZJjRx5LeXY5pdmlnQ7aHJA+gF+X/ZrnFj3HF5VfsPeAvVnVsopMV2aPBpsqirITM01r7pymNfEswpb5dls3JaGoEQ8UIkR1CQLcdhuZbken2Qx/VLKgVmd+rcH8Gp2ljRtXhrMJ8DrAbRd44wGN2y7ITNOsAMeRCHQEmSLEb9f9nbxwDR+Muokzc8bidlj7eOPbuO1gS75Qlya2YB2h7AmYmhtiUQiHIBiCYLP1OGpaP8d4Se+wbjDO0HCPK0dL63p8kmlKWsJW4NQYjFrBU2vi8Yb7plCUquYwi6paaAzGCHXTVc9t18hw+Ml0QKbrt+yVMYHfBR4i64vL+CbnRBbn/4qBGQ1MGFUOzk2PnWqpD7Ho8yorKLJrlO1RyKjNDIoAwq0x3Gl28galbzpD1gUpJfWhepY3L8cwDbJcWW3ZGpvDmsjVmWY9N/V4sBQ0ibaaRAIGnzS9z+t1L5FmS+PyEdcyOmOX7k7Xds6WcAsOlyDXnUvZiGLGT9d44x8/8t4/F3P8VZNT7la4raj8wx8HR5Yt2+qVIlylpcEBt/5tbW/3P/roo9tVqiotLQ09/vjjq3w+X5fjXnRd57PPPss45JBDGhOBEUBZWVn0kEMOafzggw+ydF3Hbu/8Uvydd97JLCoqip566qlNiWU+n888/fTTa//6178OSiz76quvPGvWrHFdf/31lVVVVe0Otvvuuwe++uqr1EogAslZnGAwKJqbm21Tp05tBfj222+9HYOjiy++uCb5+b777ut/7733shoaGrScnBzzxRdfzJJScvLJJzcmt3HMmDGRvLy82OzZs32bCo7OPvvs2kRgBDBz5syMWCwmpk+fXpOcIbr22mtr7rrrrgGzZs3aIsHRJ8CBdN2t7QCsggopEUKsBd6I3z6WUrb7hO6DIg87nIgRYXnj8rbM0LLGZQR1azxgliuLspwyDh92OGU5ZQzNGNrjkp5HDj+Sr6u+5ukFT7NL3i6kO9NZ3LCYSQWTcNi2zw9mRVH6mWlY409a1kNafr+X6A7HTFojMRqCMfxhayoDTQjcDhse58bnbgiZViAUD4hWNplIwKFBea6Nk0Y7GZdvZ5BPawuIHBo9Gk8ijCgDvrwTT/hnqvb4I8OLJ7atk1KCYUBMh3AMM6ZDOAzhCFpLHVFbBqZvORCfy8lmA7vduvky2uY7Qkpobkam+5C6QfD773GVleEoKOi0TZomyIpnhIbR8yIP4ZhBvT/C8qUNNEd0Wg2D5rBOczhGc0SnORSjubWVlmCQmbHR/Ee/g8vkM5zQ8BJpdV8zI+MSJmTokDM8/j7Y+Bwt9SEWfRYPihx9FxQBRII6TredvME+NFvvgvPWWCsrmlbQFG7C5/LhdHY/Xk6zW9kih1fDzAjw2I8PM6f2O8ZnTeD0Aefi0X1EW02roIdDoDk2fl+Z0qQl2sIw7wBGFpXgssWrOg6CIy4cx8z75/Lff87lmMsm4nCq8UVby5133rm6tLQ0UldXZ3/88cfzly1b5klLS+u2IEBlZaU9HA5ro0aN2qhL26hRo8KzZs3Sqqqq7IMHD+60a15FRYVz6NChkY5dw8rLy9sdb9GiRW6ACy+8cNiFF1640XF607Wsurradt111w148803cxoaGtpdRDY3N2/0RhwxYkQ0+Xl2drYBUFdXZ8/JyYkuW7bMbZomo0ePHtfZ+err6zd5oTpy5Mh2hdpWr17tBBg7dmy7n0dmZqZZUFAQW7duXa9LpKYSHF0GfCyE+AdwRzy7k6hgdx2wJ1aAlKr/YFW/uxhojM9n9BrwjpQy2N2OO4umcNOGLnINS1jVsgojHkMO8g1i7wF7t3WRK/AW9GruhsRcSBdMuIDrPr2OpxY8xeWTLyccC7OieQVl2WVbdfI/RVG2QUYM1s+HYD2kdz+eotenMCEY0/GHdOpbI0RiJghw2TXSXfaNYrHqVpN5NfHMUK3BOr91/eK2w5hcG2eMczEu30Z5rg1nN2NGNsk0KPr2djx181k/9vcEPKOR1bUQCkMkYt06pqTsdhASnA70wlGQGJgfCkFdDaK+DuprEXW1UBe/b6jDHothKyjCuPlG7Dk5hBcuxGhpwVVSgujiW+dUuR02XCGDYT4P7uJugpVYGJpWQ8iG6byeqsoDKV94H3e0XkdrxRmE5MEQaYaskrbJdzcKivYqomzPQlzevvnSLRrSsTs08of4sPUiMIoZMdb517HWvxa3w02uNzel/RfVL+KBHx6gOdLMaWNO4/Bhh6MJDdOQmDGJHrIyS3pow7yDNjtIm0lADzAgfQCDM4ZsCIziBo7K5pdnj+Htxxbw7uM/cfj5Y3sd+G0tm5Ot2Zbsu+++rYlqdaecckrT2LFjx5x66qnDFyxYsDA5m7E1mKb1GXfLLbesHT9+fJ9USTnuuONG/PDDD2kXXHBB9cSJE4M+n880TZNp06aVmqa50QdnV9mvxPvdNE1sNhuvvPLKMiHERr3McnNzN1llxuv19lt1uo5S+VT9AGv2t8uAy4QQTfHlWfH7OuDDDhfQUko5oruDSil/D/xeCLEHcBxWoPRbICSEeB+rTPhMKWV9Cm3dbpnSpCJQ0a6LXHXQSp45NAcjs0Zy1Iij2rrIpTvTN/t8/qgfw7Qmjx2QPoBpo6bx4uIX+aryK/YasBfVrdVku7IpTCvsi5eoKMqOQI9apbojfqsrXR+K6CbBqEFja4SmkI4pJbZ4dsjt3XAhIqVkXYvJvHggNK9GpyZo/d9Nd8DYfDtHjHAwLt/OyGwNey+6Wkldt7I/uo6MxqzsTyhE0epnSPfPoTrnWFpaB0JgjZXtsdusK19vWtuYF6kb0NwM1bVQU0U0CLLpa0RdHVp9LSLY2u6cptuNmZOPWVCEUT4WM92H96N3qLr+egqvuw5naSl6VRVmczPu0aPRvJvfa6m1MUygPoInYxMBi8MNeWUQakBrWAn5u9J0wGP45t+Pb/HjuGq+pmX0RZiRAC1iMAu/aWZtPwVFYAVGmk2jYGgGNntqgYMpTWqDtaxsXmmVx/Zkp1TwwJQmry97nX8v/TcF3gL+su9fGJ61oWivZhNoNoHdreHOBmlKjJhED5sEW6K0tLQyOG0waZqvyy8fR0wqYP/fjGL2i0v55IWlHPBb9UXl1ub1euV1111Xef755w9/4oknss8777zGzrYbMGCA7na7zY4V7cCqcufxeMzi4uIuCzoMHDgwumLFCrdpmu2yP4sXL253vLKysghAVlaW8atf/crf6xcWV1tba/vyyy99V155ZeXf//73qsTy+fPn9zoTM2LEiIhhGIwZMyZcVlYW3fQemzZ06NAowIIFC9ylpaVtx2xpadFqamocU6dO7VWXOkgtOFpDH40p6oyU8husynTXCyHK2RAoPQGY8cp1rwNvSCnX9Fc7trSoEWVF04q2zNDSxqW0xqx/lJnOTEbljOKXQ39JWU4ZwzKH9dms17qpE4haXUYHpg+kMK2QykAl1a3VHD38aL6p+oYnFzzJmLwxZLmzWNa4DJ/TpyaZUxTFyh5U/WDd98GEoImJWANhnYZAlGB8/IvT1j47ZErJz00G82o2dJNrDFv/lrJcgnEFNk4stzMu30ZJptZ+nE83pGlaQU9UR0YjEI7EM0BRq3EJAtA0CupnkumfQ03BUdTlH4xpmsiWVmRjAzQ2IRqbEE3NaI1N0NSMaPEj5IZ/n8JmQ8vJg7x8xLBhaPkF2AsLcBYUYisswJ6ejs2moWlgEwJNCMxD9qf61ttY/6c/kXfppaTttRdmayvBOXNwlZfjyO/93HTRsE59ZSvudHvPLrwF1u/dlQEt65D+9bRMuJZo0T6kL3gQPv0733IVq2pi/RYUJdotNEFBiQ+bI7XAqCXaws9NP+OP+slwZaT8v7Uh1MADPzzAooZF7DdwP84ee/Ym/z8KTWB3CWK2CJoryr7lu5ImfETDVpfArow7YBCtTRHmvL2atCwXexw1LKW2Kn3v7LPPbrzlllui99xzT3FXwZHdbme//fZreffdd7OXLVtWkbiAX7ZsmfO9997Lnjp1anNXGReAQw89tPmmm27KePbZZ7MSBRn8fr82Y8aMdn/s++67b3DQoEGRBx54oOiss85q7DgOqrKy0j5gwIAezyJts9kkbMj6JNx55529/ob8N7/5TdOtt9466IYbbhjwyiuvrEpeZxgGdXV1tsLCwpTmKDj66KNbLrnkEvnAAw8UHHvssS2JAPKuu+7K13VdHHXUUf0fHEkpD+jtSVIlpVwM3AbcJoQYyIZA6e/APUKIucAfpJRvb6k29ZVANMC3679lccNiljYs5efmn9u6yA1IH8CeRXsyKmcUZdllFKUV9fk3RGE9TGusFafNybCMYeR789vGEw3xDaE2WIspTS6YcAHXf3o9zyx4hksmXYLT7mRJ4xLG541X8yooys4s2goVP4A0rAlee6mziVht8VLbmfFS27opWdJgBULzagwW1OoE4mV58r2CSYV2xhfYGJdvY5BPS+nzUuo6BEPIxibMRj+GYWBKiYlA2m1Im82aDDVxzEgE0dBMzpoPMNfPZ2VsDKFoM1rjo2hNzVZ2KYmW4cOWl4191DDsednYc7Nx+hw4ynfHVjQEkWJXHG3AQIpvvZWaO+6g9h//QD/tNDKOPhrhdBL+6SeMQYN61c3ONEzq1gWw2UXqXbZsdsguAW8eNPxMjX0PPrE9zZoaO3YRZkL+FwzbsxRHUQb0+jvnzsXCOkgoGJaB3dHzn2XEiLDWv5bKQCUeu4ccT+rB/ZzqOTz848NEzSgXTriQ/Qft3+P3XiAaQCLZtWBX0hzWmDCHa9Pt3/PY4bQ2R/h21krSMp3sMmXgJvdR+o/dbuf888+vvvnmmwf/+9//zpg2bVqnc3DedtttFfvvv3/G/vvvX3bmmWfWAjz99NP5NptN3nbbbRWd7ZNw2WWX1T3++OMF559//rCvv/66pqioKPbSSy/lut3udsGP3W7nwQcfXP3rX/+6dMyYMWN+85vf1BcXF8fWrVvn/OijjzJKSkoib7zxxsqevracnBxzt912C/zzn/8sisViYuDAgbH3338/Y+3atb3+Kx47dmzkqquuqrjzzjsH7r777q7DDz+8KS0tzVyxYoXrv//9b/aVV15ZdcUVV9SlcswBAwbov//979ffc889xQceeODIww47rHnBggWeF198MX+fffZpOemkk7ZI5mirkFJWAA8CDwohsoGjsQKlscB2Fxxd/+n1OPOd2DU7IzJHcMTwIyjPKWdU9ih8zpQLivSIlJKgHiSsh0l3pDMmZwzZ7uyNghyHzcGIrBEsql/EkIwhHFd6HP9e+m/2HrA3uxXtRmOokbX+tZRklvRLOxVFSV04ZrTNkSOENeBbAAgQiLZre8GGdRuWCWs7sWH8fPI28SNt2D7qR6v8wSrT7fIhTGmdo23fLuoxGFGkaRKSDgLhGPWtMQJRHQE4NQ2v046mQdSwymrPr40xr0ZnYb1BvCI3g3waUwY7GJdvY3yBncK01MdeyGgUo7mVWH0DRosfJJh2B3aPG7dDYPe3IBqa0ZqakA1NmPGbUd+IbLWGwAaBIJkIdwhnXiuOgYXYJ5S3BUCJe83ZIUsSCYArE/I6/9Zf6rp1i8WQuo7o2FHDNBHeNApvvpm6Bx6gccYM9Opqcs4+G1tuntXNrqUFd3l5St3smmpCxCI6nvTeT9brD9j56es01i6KYrdrlI+F8Tnfkbf8IeRcJ/7wuUQi+0P+KHBt/v+5WMTANKFoeGaPixSY0mR963pWNq9ECEGOOyflLx9jRoznFz/P/1b+j5KMEi6ddCkD0gdsese45kgzbpubMbljcNs36mnVLSEEB5xaTrAlxifPL8Gb4WTYhN5nC5XNd8kll9TdddddA+68887iroKj3XbbLfzuu+8uufbaawfed999xQCTJk0K3Hnnneu6m+MIrMp077///tILLrhg8JNPPlngdrvN4447ruHII49snjZtWmnytscee6z/gw8+WPynP/2p+PHHHy8MhUJafn5+bPLkyYGLLrqopqtzwIYMUSJjBPDyyy//fP755w95+umnC6SUTJkypeWdd95ZVlJSMr6HP56N3HHHHetLS0sjDz30UOFdd901QNM0iouLo4cddljTUUcd1enPb1PuvvvuytzcXP3xxx/Pv+mmmwZnZ2frZ511VvXdd99d2ds5jgBEx7SZ0j+EECXAyqtfu5q9xu7F8Mzh/V4BzpQmgWgA3dTJdecy0DeQDGdGt/8QpJTMr5tP2Ajjsrn4w6d/wB/1c9fUu/A6vDSEGti1YFdV3lvpFd0w0U1JzDDRDUnMNInETMIxAwlkuO14HHbcTg2XXWUoO4oZ1licYESnMRilMRhDN6zqa4kQRUqJEBv3gRZsWCY6WdZunYhXUGtbJrDFWkiv+xHD5sa0e6zPESnbnUfED5gcfPka5lPyw51oeojWrFH4c8YRKdgVPb+ckGHnp7oNXeQW1xvE4t+JDs/SGJdvY1y+1U0ux5PaPzopIaYbRFtDGH4/orEFLRzCoWl4Mzy4PG5slVXoPy0lvGAxsaradq8ZTYsHO1nY83JwOpvxhL7CNrAUuce5aOlpPb64loYBwUZk3i5I7Eg9ttEvQ3O70TwehMeD5vGguVwIpxPhcCAcDsxQmPD8eWCzI9xuGp97jpb//AfPxInkX3EFmseD0doK0Siu8rIedbMLtkSoWe3H43P0updCQ1Urs19YipSSkZMLGDUxC1e0AkKN2GLNZMy/G0fjQsJF++EfdRYyfxz4inpd1VCPGugxSdHwjG67oiVIKWmKNLGiaQUhPdSrLnQAVYEq7vv+Pla1rOKwksM4ZfQpOG09Dygbw41kOjMpzynfrP/9sYjBG3d/T31lK8deNpHiEf3/v3jVqlUMGzYMYJiUclVn28ydO3fVhAkTUvrmX9k2PPfcc5mnnnrqyFmzZi058sgju523aUcyd+7cvAkTJpR0tq7L4EgIsRIwgXIpZUwI0ZMJpDZZgGFThPUJPUZK+dPmHGdbkwiO3vn+HQYO6d90eGI8kZSS4vRiitOKUxor1BprZU71HLLd2axuWc0fP/sj+w3cj4t2vYioESViRJhUMCmlfwzKjktKScyQ6KZp3ccDoEQ2I6wbRGImEd3AlKAhMJFtF+aaENg1K/8QNYy2a0aHTSPL4yDD4yDdZcfjtOGyp9Z1antmmJJQzCAY1a35aVqjhGJGW2DjslsThvZ0XM3msIUb8dTOxXB4kT35xlta74vMVW9RMP8RoumDCBTujrt2Lp7mn9EwCePiG3MUXxi78JXchUjmCHYpcDKuwMbYPDsZrp6/LtOEqGEQMySmYSDCYWz+VlyBFjzSxO204Uz3YLdpxBavIDhvEcH5SzD9raBpuEtLcI0Y0pb1ceTnYMvKQMS/edRq5+D86Z+Y2WOIjrsUtPYXt9I0raILhhG/T/R6sd7NMuJHyx+OVjgczetBeL1oSYGPcDjaztXt62xtJTRvPmgaWloa/vfeo/6xx3AMGULh9ddjz81FxmIYLc04Bw3CWVLSZfe9WNSgankzDpeWciGDhMb1QT55YQkOl40DfltGWqZrw8sON0L9z2DG8Fa8TdqSZzCdPvzl5xMdfDBkD7O6LaZAjxnEIiZFwzNxeTYd4LREW1jVvIrmSDNehzflbE3C7HWzeXL+k9g1OxdMuIDdinbr8b6mNGkMN1LgLaA0q7RPuqWH/FFevXMO4WCM46+aTE5xz0u294YKjnZs06dPH/DAAw8Ur127du7AgQN7PDZpe9ddcNTdp8tqrI+4xLVKvxZkSOIE5gHqa+MURY0ogWgAu2ZnSMYQCrwFG5UG7Yk0RxpDfEOo8FcwLHMYx444lteXv87eA/ZmYsFEwnqYFU0rKM8p32kuVHdGRiLDY1oBT8yQRHWDUCwR7JiEdYOobrZlDIjfCcCmWQPi7ZrAYdPwOGwbvV+klLRGDfzhGJkeBzluV7vzByI69YEoMn5UTbOyS5keJz63FTC57bZeT/i4rZBSEo6ZBKPWfDKNwRiBsI6MB5EOm4bbYcPrtD6yI7rB8poAi9f7WVTVwpL1fgIRHU1Y3egS94nHbctJLBdonawXQqBBu2PYpIHNCCI0B0IYaKLVqksgSDqGlSVKPHdInTODTzIq/D4/OCfziOsSlq5zs7LpBHwE2Me2mCO8i9iTBewfexEAI5ZGKDKOYHg8och4os6hnWYXdEMS001i8UIJErBLE68RIzsUxNnSgk1KXE4bWlEGRmuI0PwltMxbTHjRcmRMR7hdeMeOwjOhHM+YUdjSPF3+brTGhTgXPoKZXkJo2NkQiIAZIt5R0WqBZkPzONHS0tA8LjSPG2G3Ixx2BAZgIEr2bStt3VtaWhqeCeMJzZuHEQjg++UvseXlUXv33VYluz/8AWdJCbacXGKVlRjNzZ12s5OmpH5dwCr40MvAqLkmyOwXl2J32jjglKTACKwfiycbiidAyzqCAw8lmjMB3/x7yZp7O6HabwmU/Q5ZNAHcGT06n6GbxCIGhSWbDoyCsSCrmldRF6rD4+jduCKwxug+ueBJZq+bTXlOOZdMvIRcT8/LfJvSpDHUyGDfYIZmDk2pEl53PD4nR1+6K6/eNYeZD/zItGt2Iy2rjwd1KTu81157LeOjjz7yPfroo4VTpkxp3pkCo03Z5rrVCSFcQEhKuX0V89+E/swcBWPWeCKP3cMQ3xByPDmbXdUuZsaYUz0Hl82FQHD9p9cT1IP8ferf8Tq81AfrGZUziqK0oj56FcqWIKWMBztWlzY9numxMjzWfSRmBT2mtMaTWPfxLA/CCnhs8XutfUWwmGHSEorREo7RHNKTHsdoCVsX/v5Q4rm1zIjPBSOAQTleSgvSGVWQTmmhj5LcNJxJF2+mlERiJlHDRDfNxIgY0l12Mr1W0OR2WIGYfRueDySiW+OE/GGdhtYoLeEYpmmFgHZNw2XX2mXJ6gORtkBo8Xo/K2oD6PGf28AsD2VFPnK8TiQSM561Sb43pUQmnrPx+o3uiW8fCyOiAQzNjimtUTBSEt+G+LGTjws+s4U/Re9mvFzMDO1XPK79GkNoFHoF4wvsG80xZAs34qmbh7d2Hp66eThbrcqxuiuL1txxNGePozlnLBGP1RXLbddIc9lJt0kckQhaUzOa3x+PkmwItxO9ut7KDs1bTHTlOgDsuVl4xo/GO6Ec98ih7QoXSCmRkSgykfmRIJBoravwrPgn0pVHeMK1aL5cNLcLzeVEOO0bAqDuiisEamHArpDe+aStvWGGQoQWLEDqBjafj+iqVVTfdhtmayv5V1yBd9IkAKubXSxqVbPL21BuvbGmlZaaEB5f77L/LXUhPn5uCUITHHhqGenZm8jIRALQuBLCzaSteQPvilcwPXm0jL6IWMnhkFHcbTc7QzeJhnQKh2V2O2FsWA9TEaigIlCB0+Yk3ZHe6y/wVjav5L7v76O6tZrjS4/n+NLjU8r66KZOU7iJkVkjGejrn94itWv8vP6P78nIc3PclZP6vBpggsoc7Zj23HPPUQsXLvTuv//+LY899tiaVCra7Qh61a2u3UZCeIATgSVSyq83t0FCiIOBOVLKjcofxoOjoJRyh8oc9XVwJKUkEAsQM2JkujIZ7BtMpiuzz76ZAqgL1rGwYSG5nlyWNy7nxs9v5MAhB3Le+PPQTZ2WaAuTCia1VdxRtj7TlEQNK3iI6dZ4ntaoTjBqZXyiumHlIjqMFbGJDYFOIvARQGvUsAKcUIzmcPw+pG8IeBJBTsgKfEKxzitxCiDdbSfD7SDT4yDDYyfTbXWZy3A7SHfbqfVHWFrtZ3lNgKaQVZLMrgmG5nopLfBRWphOaYGPITnedgGZlNZrjsQ2ZBMAvA4bmV7rfB6nHY/D1i7Q2lJihml1j4voNAStymwxw2wrkGAFQhu6xxmmZFV9K4urWlgUD4hq/NbE4E6bRmlhOqOLMhhd7KOsKKOtsltfc7Ssxd20lJg7xyrA0APO5p8Z8NVfsUWaqJ40ncCgqT3aL7lbnD1YTUbDfHwN88mon48j0mBtk1aALNoVmVVOTBuMEXNYAbvLCXYbkRVrCM5bTGjeYvQ661+Ls2QQ3vHleCeU4xhQ2O5CWRoGZigCugECNF8amtdrBT9OByKwDu39a8HtQxzzAKQ4MShgzQHlTIMBk3o9xqYrZjhMaP58pGFgS/eh19dTc9ttRNesIed3vyPj0EOt1xmLYTQ34Rw8GGdJCZGQyfqVzb0eZ+SvD/PRc4sRCA74bRm+3B52VZMSAtXQtBp7yzIyfnoQe2sFwcFHEtjlAsgfDfaNsx+mYRJu1SkY6sOb0Xl2JGbEqGytZG3LWjRNw+f09fp/oZSS/638H88vfp4MZwa/n/h7xuSOSekYUSOKP+pnTM4Y8rz9MzlywtqFDcx6aC7FIzI5+pJdUy5p3hMqOFJ2RH0RHGlAGLhUSvnw5jZICBEAPFhd974H5iTdAuzAwdH/vnuHwSW9D45MaeKP+DEwKPQUMiB9wGZPBNsVKSUL6xcSiAVId6bz3MLnmPnzTP645x8Zlz+OYCyITdgYnz++z+ZfUrrXMfgJxwxrgH7UGpsS1eNjHOKhj4YV7DhsWrwLm44/rLcFMz3N6nTktGlWYJMU5GR6HGS47W0BT6Znw/J0l73nc85ISW0gwrLqAMtqAiyrsQKmYNQKvFx2jeH56ZQWWLdRhT6KM90bXejF4gFTxDDaMl8uu0aG20GW10Gay47b0bfjmExTEoxXj2sKRmlsjdIaHycksMYJuexau6xWIKyzuLqFxVV+Fq1vYWm1n3C8KkFOmpPRxRmMLvIxujiDYXlpOPo7IyYljpaVuJpXontyQPTsozi94nMKv78bw5FO1V43Eska2el2umF114zFC0mAFQSnuexWV0mHHZddw2mzRqeZ1cuRq76Cih+wNS9BGFbVuJhWRKBpIP61NoLLa5GhCMJhx10+Au/4cjzjy7Fntq+MZsZimMEImCaa3Y4tNwt7dia2dG/77E9LJbx5CSDgmAeszEaqpAnBehiyd59UaOuMGYkQnj8fMxbD5svADIWoveceQt9/T8Yxx5B96qkIzfrbN5saMd1pNDmLcaR5enURHWgI89FzS5Cm5IDflpGR13V3xC7FwtC0BvwVpK96Be/qmejegbSMvRR9+BHtysObhkk4oJM/1Ne+216cburUtNaw2r8aU5pkuDI26wvClmgLj8x9hDnVc5hUMIkLdr2ADGfPuv0lhPQQET3C2LyxW6xw0dJv1vPekwsZMamAQ8/ZpW3y4b6igiNlR7TZwRGAEGI58KiU8s7NbVA82BoNTAYmxe93BbxAJTBgRw2O/v7myxQNGmBdIGkaLod1EeCya2jahi5LdmF9i5/4nI8ZMQKxAALBIN8gCr2FvR5cmopgLMicmjlkubLQTZ1rZ19LzIxx19S78Ng9NIYbGZA2oN2s4Erv9Sb4QUgCYaMtu1MfiNLQat3qWyNtj1ujXc+v5nPFgxqPg0xPUoYnkd3pEARt6cIIppRUNoVYXhMPmKr9rKhrJapbQUSay2Zll+IBU2mhj9w050Zt1OM/20jMbOs6ZrMJMtwOsuMBU0/HMSXGCYVi1s++IRjFH9KtsqjCCiDdDlu7YEZKSWVTmEXrW1hc1cLC9X7WNlgX+5qA4XnplBf7GF2UQXmxj/x0V5c/58T5E10gOxJCtJvEr0MBOjoeVQiBNE08zctxt1aiu3OQPfkdS5PiFS8zYMVLBLLKWL7rtRiu7I2q2CXOnegW53PbrWAx/hnYdjjDxAwG0Zv86LX1mDHdKkDgdWE0tRD67mtCc38itKYZTLC5DNIHREgbmY57dDkUjsXMLAW7Z0N3uXDE+l173Njzs7Fl+KxxQZ0VQWitswKjaCscfR/k9HLCzWADZAyCgrLe7d9DZjRKeMECzHAYW0Ym0jBoePJJ/O+8g3evvci75BI0lwspJTWrW4gGY6SXDcOelZXSeQKNET5+bjGGbgVGmfm9CIwSEgUbGlbiqP2ejEX/RIvUExx6HK0TpkP2UEwpCPuj5A32bdRtz5Qm9aF6VjSvQDd0fC7fZn9Bt7B+IQ98/wD+mJ/fjv4th5UclvJnXGJi9bF5Y7d4j4of3lvDF68uZ9yBg5jy69I+/XxWwZGyI+ptQYaOngFOE0LcJ6WMbGabpgJHSCmvBmZAW5W6MqxAafJmHn+b5XPbSXPaMaQkGr/4NaRsG2+Q+DhLXFiYRDCJkuZ0M9g3mOL0AjzCSSiiEdVjODTNCqY00S8Xq16Hl6G+oazxryHbnc0FEy7gT1/8iRcWvcDZ484m05XJWv9aslxZvR70ujNJJfgxpSQYNtqyOM2hGE3BRNCzIQBKdEFLZtME2V4nuWlOBmV7mTAoiyzvhm5syZken9uxRSqeJY9rscaryPj4FeteCNp1L0umCcGgbC+Dsr0cUGaN3TBMyZqGVpYmZZhe+6GiLduV7XUwsiC9XZe8TI8Du03DmzTUwjCtcUyr64MY8fFVQgjS3RsCQo/Thl0ThGMGgYhOY9D6XSTOlRgnlO1t31UpohssqGiOB0NWZsgfn7gn3WWnvMjH1FH5jC7yUVrgw9PNnC2mlNbYsHjZc4Egy2tnYHYa6W4HXqetXWnuDT/3Ds87bNG23jQQNQtB+qFoWFs3sG73j4VwfnoHttWfoo88FNvelzGqQxXLxPYCgdOuYe/k9yt1HSMQRK9vRG9stqq9OWwIlxOjtqFt/FCsohoAR3EBmb/cH8+4Ujy5MWwtS9AaF6HVfoyoeR+JhukdguEbhSycgDZsMrasHKsLXnfCLfDW1RBugiPv7n1gZMRAaJBT0rv9U6A5nXjGjiX000KM5iZsmVnknHMO9qIiGmfMoLqhgYJrryVIGlHpwp3lJLpiBbKoCHtxcY+q5LU2R/jk+SUYMZOpp2xmYARJBRt8xLx5NGQMI33ZDNJWvYqz/nuax19DMG8qOUNz2wVGyWW5g3oQn9O32fMDGqbBa8te47Vlr1GYVsg1e1zDsMzUf++bM4dRX5j4yyG0NkeY+/5a0rNcTDp06BZvg6LsKFLJHB0E/B1wA/8ElmHNh9eOlHJ2D471NvCslPLZTtadAnwlpexJ6fDtRiJz9Mi7r1E4sPtJ46SUhI0gUTOKW0sj3z0Qt82HlALDlBjt5h+JVweLf1Ptcthw2zWcdi0+xsKGIz6GxGGzLkxSHaiumzrfV3+P3WbHZXPxzE/P8L+V/+PGvW5kl7xdrPLeeoSJhRN7VR1vR9KT4EdKSTBmlWduCm4Ys9MUn7cmEfw0Jl18J8vyOMhJd5ITD35y0pzkprvISTxOc5LhcaD1MFjuGKS0Dd7vZHB/YkB+8gVyx4A+USSh40W4JjZUsLMJ6z1p00Q8Y2r1QmoKJY3HQeByaF0GTJ2J6iY/1wWsDFO1FTCtawy1taTA56K00GcVfChIZ0RBelsFuGRSSiK6VZFPj49jSi5K0VW76gORtnFCi9e3sKK2te13OCjb05YRGl2UwcBsT7e/o0QwlBjHpQlBltdBXpqLdI/1JUufBbWGDtULoLUW0no4RsJfBe/cYA203+tCGDstpXE1ZjSK4W9Fr2vEaPZb8zM5HWDTiCxd2TZ+yGgJWOW2Rw7FM74c7/hyHAXtx/+YsRgyFEHGwtjDa3Doa7G1LIaGZQhpgs0BheNgwEQYOAnyy6BjpiEWhP9eCfXL4bA7rO16q7UOCsZAZv9O25BMRqOEFi7EDLRii2eFWr/+mrr77kPLzEKedRWeIYMQmpUhlIEAwuvFVTIU4er6czvYEuXj5xYTDRtMPXkU2UX9kBGJBqBhJc6Kj8hY/Cgi1kqk/BTch/+hrUtjS7SFlc0raY40k+ZI65MApC5Ux4M/PMjihsXsP2h/zhp7Fh57aoFfImDLcmVRll3W7/MXdtsWU/LeUwtZ9m01B505mvK9etEdtBMqc6TsiPqqW53ZYVGncwz2pDucEGI9UCKl3Gh2YCHE+cB+UsrTetSw7UQiOBpxyZP48otwOQRuu8DlsG5uh8BpB5sthsMuyXKnkefNIsudjtdpw+O04XFY916HHbej/bgFKWVb4GTEq5EZpmy7QN0wSaQ1QaTTbsPt0HDbbfH5UjRs8epRySWZTdO6UG6KNLKoYQHZ7lwieoQ7f7gRieTKXf+C0+YkEPWTZvcxPKMMhEiqjCXjc55Yk2YRP6Z1fOuiO7E+0dZEFk3S4YJcJn6WPfl5d3i+qe03dYAe7GNKq3tbU8gKbBpbozTHx/Y0haJtc9XUt0aJ6B3/nCDNadsQ6HgTQY8zKehxkeV1dDrmJPH71834+yB+S55PqGMQk3gNbQFKcsASn3vIlnSzt3X71NqVgNaSSkN3LCXdcZueSGRH/GGdplCM5mA0Pm2MRBOirStWT4O/YFRnRbw73tJ4l7xEgQOBFbQksksjC9IZnpfeo8INhilZWdfaFggtWu+nNlE4wa4xqiCd0cUZlBdlUF7kI2MThRMMU7bNC4WMZ//SnOSlO0lzWcFQv5Qs16NQNRciLeDtYfa38kd4/2YwDTj4Zhi0+yZ3kVIiwxH0Fj96bQNGa8gqH+52YUaihBYsJThvMeGFy5GxGMLtwrNLqTV+aOwobGne9seKRJHhKCARLpc1N1GGD82b1F0u2grr50HFD1A5B+pXWMsdXigebxVKGDARsobAO9dbr+uXf4aS/VL6EbYTCwICBu8FmzFDe2/IWIzQwkWY/hZsWdkABJcspea228HQ8Zx/JbZRG4oLmMEgGDqOYcOwZ248Pibkj/Lxc0sIB3WmnjSKnAH92FVMSqR/PeHVCyhe9wjO9V9Dfjmhg25iZe5Q6sINeByelObsa6PrEIpAmqftd/Ld+u94eO7DxMwYvxv3O/YftH/Kh03MYVSUVsSIzBF9MofR5jJiJrMemkvl0iaOuHg8Q3fpRSGRDlRwpOyI+io4OpMezHMkpXymB8dqArJlJycXQuQB30kpS3rUsO1EIjj61Z3PYs8sJKJLwjFJJBYfNxAzicQgqlulcXvCYRNtAZN1b08KoNoHVMn3boeVWXLZrKySw67h0DQkSRfXxoZAKxF0rQusIhgL4tA8VIWX8lHD/Yz0HMBY7wlWYBALkmnPw23LaL+vaSZdtINumu0u4Dte0Ovttpfx+XYS4dIGnb11e1qYvrP3fWf79rTSvSkl/rBOILJxJUynTWsf6HgTj11tmZ6cNCduR/t/rD0LeKwMjRYPeJ12LSno1dplDu1aclATv98O5gdKZHGCUYNAOEZjMEpLSLcyXHRe+npTmkMxltX4WVYdzzLV+GkMWt0TbckV8grSGVWYzpCcNIJRnSXr/Sxa72dxVQtLqv1tQW5eurMtEBpd5GNYXtomM7SJSV4jutF23sR7I93twOvYAvM3xcJQ9QNEQ+DNblss2+p1m0gz8e2GiTRNxNL/Ir57GNKLMfb9I6QXI02JNHRrG91EmgboBtI0wTCtEtlRHRmLIhEIjxOjvpngvEWE5i0msnIdSIktJxPv+NF4x5fjHlXSvty2aWKGIshozArGM9Kw5+Zg96WhuXuYsQ43WQFQ5Q9Q8T00r7WW2xxWV7gDrodRh/b+5ymllTUavLvVbWwrkLpOeNEijOZmtMwsGup1gmvWYz75d2Ttelynno9jzynttjcDARxFhe262YUDMT5+bgmhQJT9fzOK3EH9U/inrR1SEvLHyMwWZLGa2PyXsX3/NJgGa8YdS3DPC8CZQlYnGgN/AGoaoLnF+t14PUSHFvLcuv/wzqp3GJY5jEsnXkpxeuoZFsM0aAo3MSRjCEMzhm5Tc/5FQzqv3/09TTUhjrtiIgVDUysq0ZEKjpQdUZ8ER31JCDEHuFBK+U0X65uklFlbtlX9q7NudTEzSkhvxSbsFHkHkeXKxS4cRA2TULz0ctt98uNu7hOVssJJ+/TXb9hV+AaO7K8JrT4fI1TSo33sHbMQ8TFTHTMTydslnnf2v0dsMicU367TfXu2YWfbdXY8n9vRLtjJjWd70lwbJj/t64DHkfSz2pb+Ofc3KWXb+7slnDRpajxgciQVO+nJz0VKSX1rlGXV/vj4JStgao1YgYvDJuIBerxwQn56WwW58qIM8n2bvjhvFwxJsNsEOelOcr3ODWOGUvgdWoGHkXQvrUyOacaDGzMe0MQDF8NA6rq1va5DpBVZtRCpR5E2j7W9YWKaBpiJ97g1Da31UMe57jWc9Z+jZ4whNPQ0hM36Fl8mMoNJN6G1fw6SyMp1hOYtJjhvMXqtVaLbOXTghnLbA4val9uO6ZihsBWUaRr23GyrulyaF+HogwqZrbVWVmn9PCuDNPKgzTteqMkq+V08fvPbthmkrhNevISWdXU06z48Xg0ZDBB+9B6MpQtxHnkCjiNO2PC51KGbXUTX+OT5JbQ2R5nym1LyB/dPtb229kpJOBDDl+smPd9JVWsla2oW4K3+ibK5/ya9din+gnIqD7wOvWBU1weKRKClFWrroSVgBURul3UTgkp/BffV/ZvVRg2HDzqEU8ad1qtucIk5jEqzShng676b/NbS2hzh1TvnoEcNjr96MlkFvci4xangSNkR9VXm6Engka7mORJC7AFcIKU8uwfHugw4GThAShnqsK4AK3M0pEcN204kB0eZRdlEjDBum4cizyAyXdloPSyXm6rEt+6JACrYaWClt5UOThR3sGmJ8Untn7fqjTRFa/E50zGJ8J/1f8Gm2fn1oBtw2Z0YRLEJKM0qx2l3bBQM9fTir313ug2Pt7aO42jarZP0OOBx2a2L9+4Cnm15EtNtkRkPPoJRg+Z4N8bkTF5n1eO6I6WkqjnM0mo/K2pbyXDbKS/OoLQgfaMsX2esyXVNwoYenzxXszKGXjvpdoHbJhBSIg0TTANpxAObeBCDrluV2vQYMqYj4/foOqauIxJdVkWiT/OGoL3tsYxnRIWwMgKaZj02QlC3zHruSrP+LpOCmXYBipQQasY+/xFE/TKi+VOJFRyIjOqY0SgyEkNGo5iRpMfRmNXtLRrFjMSQkQiRleswgyGw2/GUD7e6y40rx56d0e5cbd3lpES4nTjycrBl+tC8nh4VD9hqTANCjTB0X3D2/kK0r0RaI6z+5CccYT/2LKvLnNR1Is8/hv7VbOx7TsH12/PaZefMYJBoWOer7zVaW3T2+/XIzc469ETIH8Wd6UDPCLA6sBqJtMpymyY0V5A9/98U/TQTqdmo2v0smiecBIl2hyPQ7Ieaegi0AgI8LnA5k4qKSD7x/8BTtTNxCjsXZB7FZFEChbkwqAi6GXPVUcSI0BptZXTO6H6fw2hzNVUHefXOOTi9dk64ejLejN5N+quCo54TQky+/PLLq+6+++7KLXneE044oeSrr77yVVRUzAdYsmSJs7y8fNwtt9yy9qabbqrZkm3ZXvRVtbozgfeBriaBHQacAWwyOAIeBI4AvhdC3Ai8LqU0hBBO4C7gwxTatV1pallLVpaXwd4heJ3ZCM1FJAZCdDF5ZlIskciSdBVfJC9Ovrhx2DQcHo3MpNmzRSfbwYbB+InHycukBEP6WNbcAug4NA9HOU/jxZX3Mc8/kwOKTkDiJKA3sT68lgHeEnSzfbuSx75YV3TWFVxiefKgfi0+9sXWT13Aepp16uk+Nhukua0y0G67zequqAKeeDbDAFMHGX8sTeu5aVhjXowI2JyQOQhsvcsIaPG5ctJc9rZMjmFKglGdUMywCmC0RmkJb6jul5h3qLOASQjBgCwPA7I8HFBGvGuZAYYB4VhbloZ4cKPrBuFwhFgkijAM7KZBlgsy7RpuTeKUJnK9TuL9Hh+Z0hbIbLiXILS2YKYtqNE060LW6cSmtc+ISdNERqPISAQzHEZGIshwGDMS2XhZyI9sqEDGTEzdsAKaSLQt0Nko4IlGk/r6FgFL4reuCYcd4XQiXA40pxPhdFjFFCaMxjN6RLtucBt1l0tPw1FSYHWX82z5ql+9FmqE3NJtIjAyDZP6yhDe4UOhugK9oREtIwNht+M67QK0vEKis15BNtTjPv9yhNfqMqfb3Hz1bQsBv85eB+WSP7h/u9IBBP0Roq4QlbYKDL/Rviy3TYOcoTTudQGtA3Zl4NdPMOiLf+L7+QuqJlyIEbJBMAIa4HZD9sbjplqMVp6uncUXgXmM8Qzj94UnkmPPtP7gGpqhtgEGFkJRPji6zyIFY0FiRozx+eO32BxGmyOr0MuRvx/Pf+75gVkPzuVXV0zE6VZzEqbq/vvvz50+fXpJ4rnNZpP5+fmxgw8+uPnuu++uyM/P73qeDGW71Jd/JWnAxjWFOyGl1IUQRwF/Bf6FVcm7CigA1gKb2bdh2zVRCkqNMPiXxb/R1TA0F4bNg2l3Yzo8SJsLUzgwNQemzQHY4zkI2uZmSWRUrGVJ42XkhtxG+0IGSdsmpWASDxNLrLEoGjbNCkgSg/M1W/y5cFHuKGVF80KynGnsnr4rq4JT+br6ffYbtBcjskpBemiKNjIwxyDXk2sFOsL6ejt58L5AtPW40YRoK6GcyuB9ZQswzQ1BTWcBjhGL3yJWoGMmnkfj2ye/Q7Wkx/FoQGjWzdCtMSCFu/S8MMAm2DSBz+3A53ZQ4LMutGOGNTdRMNK+YmDi/ee0WcGMLRqFSBj8LdDSAuFgu+jdMKysrC5NhLS63mV7naR7nHhsAqcwMMMbskAxXbceR+MZlfj9RrdYrO2xGYlseptoFGI9+ujdQBAPXpxoTkf83gpm7OleNJcV0GhmE47m+QinHXPwFERGUbtt2z12Otv221SGR+o6ZjBsBZY2DXt2JvacLGzpaX3TXW5L0yNgc1nB/TagqTpILGrgSXcghw4FoaE31KP5Mqz3+BHHI3LziTz3KMG7bsZz8bUYGXl8OdtPwG+y+z5pZNuaiKzQcQ0dinD2LuPQHSmhrrGBWrkekREh057ZdRc3p5do0V6s3L2AvO//Rf76L/DWXE7liJMJDD2gy4o7XwXm82TtTFqNEL/OOZhfZU/dMEmsEOBLsz7fKquhqhaGDoS8bOubrg78UT8Cwa4Fu/auKMRWUjQsk0PPHctb/zeftx9dwJEXjcfWg4IzysauvfbaiiFDhkSDwaD2ySef+J599tn8BQsWeOfMmbNYi3/mtba2fu9wOLaBfi7K5uj2v5AQYghQkrSoXAjRWUmXHOBCYHlPTyyljALXCCHuAA7G+kpyFfBux652O5LSwcMpGZzUR7ntAlMHMwhmc/xiUljf1ppYF452Nzg8VpUlp9d6bnOA5rC+cbc5Uiqju3kyyWwI0hBuIMOVxnm7nsHST+bz0vKnuG3KbThsTtKNHGojKxmclb1V5nxQOpAyHqwkBzjxoMdICmaMSNLz+DJpkFQ0PulxonxgoruWzbolMh02b3xZCu9LPQzrvrWqh+WMAHvfX5Q5bFamKMPtoCjTg4zFCAeCBJsDBOsa8Nc1EGj2E4vq2OursVdXY6+tQguF2gISEYti12O4dB1Nj4Eeawt6/LEY/t72AdU0K2jpcNOcToTDgZaZ2el6KzBxIVwuhNttPXb/P3vvHR/ZVd/9v88t04tGXdrV9l17170bGzcwYMCmOnSCCSQkeYDA74E8BB5IQhIgwJNACJAQegLBAWwMBoMxxZjigr0u6/X21e5qpVUv0287vz/OjDTSSlqNVtpin7d9XzNz69Gd2Zn7ud/v9/ONqPmRCCIcxqCEyB1CxBsQ0ej8NyCkxDrwA+zu+wiS6yif/XYIN9T958jq3ZkgQHr+lLtcKITd3oKVTmLEYojTPaJamoDO8xcd9VxK8uNlJoZLRJNKaAghsFd1gSHwBodUBEkI7Muuwsg0UfzCP5H95N/z2FX/l4mixaVXJGjrDAFhgkKB0lNPKTe71NKl1+XcHAcHDlOy8rR0JYnM1qsoCCBfhLFxlTLneGAaDG3+Q7IjF7Ji73+zeveXGB19lCNnvZUgNBXlGvNyfHnw+zyYf5J14U4+0PlHrA63zz4Yw4B0StXh7TsIh4/AmpUqClX5NzJRmiBiqx5Gp2O7ijXnNHPdG87g51/fwS/+cwfPvWWzvgG5CF7ykpeMX3HFFUWA97znPUM33XQTd955Z+O9994bu+666woAsVhMC6OnAcf6Jn8z8NdMXQl9oDLNRKAu499c7wCklMPArfVu97RBGBVxM89FoJTqgtYrqn4QE64SVdPMmYUSTKGKgLJrBFRVPJmhis22VEXaQSVlLlCTFTYxF3iRsia9hqHiEF7gEbNj/PG5f8w/PviP3Lb7Nl595qsJmSHKfpk9Y3vY0rRl6m6dZvmQUt3B9svq0SmAk4VyVj2f0YmoslElemPWiJyK0LHD6vO0HO+dlJUIkzMlxOLN6jMbD8NEL2T7VRQp0bJ0h3UcglIJv1gkGB3DnxhHlkpI14XePuzDh0n29BDu7sY5cGAyIiPDYWQqjREKYYbDakrF5xQq00TNQtexbbCs5bloyQ3CSA80th7zAl66RUI7v4w19DBuy+U4a18HgYXMFyrvm1QGCarqaca3kKhYOKg5EoFhmWAaCMvEXrMCK5lARMJPn4uzchbiTRBfus/pYnHLPkM9OSLx6Z8jIQT2yi5A4A0MKJEtBOamLYT+vw/zu58MMJEVXLiil7bOsye3M2IxAtfF2b0H2VFpGnsc71vRK3Ek18fQ+CixaJgVq5sxzJr9+T7kC5V0t+HJyCLRKNRYuZc7L2F/ZgMtu26leeC3xH/7Pg5veQv5lvP5de4xvjZ4J2Xp8tqm53Njw7MxF1LTa1lKEDku7NwHiThyVSdjIY+GSANnNJ6BbZy8HkbHy+YrOsmPOTzw/X3EG0I86+UbTvaQTnuuuOKK3J133tm4a9euSFUc1dYcffrTn25617vetebXv/719iuvvHLaTf93vOMdK77whS+09fT0PNbS0uL/+Mc/Tnz6059uffTRR+PDw8N2Y2Oj9+IXv3j005/+dE8ikZgmuP7zP/+z4cMf/vCKgwcPhletWlX+4Ac/eHi+cX784x9v+cxnPtPW398f2rRpU/Gzn/3sgWuuueaoPqWaKY4ljr6HiuYI4MvAF4DfzVhHAjngISnloYUcVAhxGHgIeBj4PfCwlFIXjM2FEBVxo76YpZTqpn/FkEoG1ZoDn6BQIvCy+JV6giAwCHxlzR0EEIgQ0gghjTBYlcm0QJgI0yaeiRNvjBCOWsptag7CZpi16bXsGdtDU7SJC1ov4OqVV3PH3ju4tONS1qbXkgwlGS4O05frY0XyxDVDfFozTQA5qqdKeQLKOdXTpbZ6yzCnRHGscXoEJ/CVOPEcJVC8QkWoOFMRo+qy2mm2efMuc+dePpOWzfDc/wupFWq8XllZLifboXkT2PVFIINyGVks4hcKBGNj+OMTBK4LroNz+DDu4V7cgwdxDhzAOXhQ3TkG5di1bh2pG24gtG4d4XXrplkcn0gmU2BnPk5fafJR1nwxTD6f6EOOHoBwEuEUlYGDrH5SZghmZ4To/i9iFHtxVt+M1/UCDMtCVASOYVlgmgjLUufDFIiqqDZETZ2UmKqXCjwojKjPYeBB2DqBUe6FUcj5+D5EYga2XcfYZKDs0DsvOOl/UxBIhg7nME2BMWsNHdgrVRNY90g/RiqFHwge2plgIhHh7IE7Sd/3Y5zy67Cf++JJEWTYNjKVwu3vx8/nF5Vm5/gO/YUBhopDCMekIZEmtcJWwsirCKLhERgaUwLJsiAWnTW9rYqMZhg454/JHrmIFbv/k9i2T/PRFRv4nVlkY7iLP217BSvKMfjNVsTjO6AhiXzZ89V+5yNkQyhNUCyR2/owzSvWsf6s805rYVTloheuJj9e5pGfHCSWCnPec7tO9pBOaw4cOBAGaGpqOrqHB/DGN75x9H3ve9+qr3/9601XXnllT3V+EATcdtttjddcc814tV7pW9/6VqZYLBq33HLLYFNTk/fQQw/Fv/a1r7X29vbad911177qtrfddlvqlltuWb9+/fri+9///p7h4WHrf/2v/7Wmvb191tzqb33rW02FQsF805veNCiE4F//9V/bX/3qV284cODAE+FwWEe55mBecSSlfAx4DEAIsRr4rpRy2xIc973ARajaovcACSHEAeA24J+klCfU5eNEIu/+v8i2BrAiSCuCNKNIKwxmlMBUrwMjjG9ECERk6lGE8UUEn4hazwjP+DGuPrcQWJVaHqFu+psS1wfHlZRLHk7BpVQsUS5ISiVJuaQcUBubJJ0rIZEJYYSjJJuTxJtS2LEwwo6onPqau87t8XaO5I9Q9IpErSh/uOUPeWLwCT7/6Of5yFUfwTIsMpEMe8f3kgqnSM6WOqE5mmoKnFc6WgC5hZqoYY0AMmzVV6U8Dtk+mOhTj9Vp4ojatipMglm/y+tjMipZM1khMCqPocQcy231WDvfK8HW/4Lv/jE8+12w8flKuCdaoDAMB3+rxFOy/aiLUOVwViYoFgnyefyxcYLsBIHrIcslnMOH8XoO4xw6hNPdjXvokLqrABiJBKF160jdeCPhdesIrVuH1dqKMAy134rJgT82qs65qI27Vd6DqptC7ZhmPJlmQlK77TzbqHUrFvaTdtjVerzKQKZZZQslWmwLYZpKxOSPILwitG7GsCvuXYah0tiqDnamoQTOwDb42acRgQsv/Bihrss47qTG0oQS4W1nQ6INJg7D0C712YmcGgXt+azPYJ9fCZD62CFBImUQiRmEQscQPMUxyKyB8PF/t3mBNzn50scNXFzfpeSXKHtl3MDFNmzCVpiIGcE2bSxhYRomlmGR7XcoF1xiybnfNSHA6lwBQlDq6eX3j1sMD3lcdFmczvbXUPraCM5t3yAY7Cf8qlvU5wgQhoGZSlfS7HYQWrcWM3nsv9kLPAYLg/QX+zExiQVxjKhBqk1gZCdgaERFiaRUgigRq69xrmFS6LiY/wgX+a+Ru/Flnvd3e1w43oS/67uw94ByhEwnYSKHeGQb8g9fCeeeOe9ufRmQE2XaV2yiVSYobd2Kv2IFoZUrMepwtjvVEEJw1as3UZhw+PV3dhNLh9h4cdvJHtZpw8jIiNXX12flcjnjJz/5SfLrX/96SyaT8V7wghfkZlu/sbExuP7668fuuOOOxs9//vM91bqke+65J97b2xv6yEc+MhlQ+Nd//deZEaKh97///eWPfexjK3bv3h3auHGjA/CBD3xgZUtLi/vAAw/syGQyAcB1112Xe8UrXrGxs7PzqLuOR44cCe3evXtbU1OTD3DmmWeW3vCGN2y47bbbUq997WvHl+7sPL1YcIK0lPJvl+qgUspvAt8E5cQAnAE8C2Xv/YgQ4hop5fx2SHUghAgDHwbeCGRQgu8DUsqfHWO7bmD1HIv3SCk31juWshumnC9h+GMIv4TwSxh+CRGUsGSw4P140qIgWijSQoFmCrKJYtBAIchQDJIUvSRFP07RjVHyIkg5251ESTgcEAlLrJBgzy6T3Tsg1eCzal2O9o4skYM9WBYkU5JoDOyIrVL2wkmMUIINoUa2jj5FJNZOwk7wlnPewid//0m+t+d73LzpZgxhELfj7BzZyXmtT4+7b0vCpACqpMC5BSV+yhNHCyBh1IiKCOSOTBc/tc+90vTjRDOQ7IDWMyGcmp5iWRUrMwVMdflsy6rjMO2lT7dbfx38/B/gFx+BQw/Cs98NoThEG1QE6sjjyIk+ZHK1iojmcvjj4/jj40jfJyiVcA/14B4+jHvoEM7+/bi9vVNCKJUivG4dsYsvJrR2LeH16zGbmxFCTHN788fHqr6QGMkEVkc7Ziql6nmqwuxYjzXPxYzXC9rmeKMQQaCsumURWs849nv11J3wm0+pz8oL/kHVfB3X8T3l3hbJQNsW9T4CZFar9LOhXZAbgEhKieCTRCGvhFEkKibTu3xPMjbkI/GxbUE8ZRCNGShtWZsC5qrzmlkz5/79wMeT3jTh4wYuZa9MyS/h+A5lv0zZLwM1rQLk1LFMw8QUJoYwKPklxpwxfKn6Wgmh0hjdXEChF6y4xCrZhCybkBHCMmxCpnpuGmoflrCQTY08fPcQQ4MOF1wSY8Uq9R5E3vJOnDu+hfvTHyBHhoi85Z2IyFSkpZpmV961C7uzE6u9fdbPqi99Rooj9OX7kEgSdoIg7yNKeZLmGEbfhFoxZCtThEVGZQfdUf6j73acvXt4674kl+90MIcLBPweqzWKd+N1BBecDas6YX8P4iv/g/HpryCvuAj5mhunpepV8QKPvJunK9VFc1SlSsogwDtyBK+3j9Ca1djt7SoN9jTEMATPe/MWvv8vj3LPV7cTTYZYeUZm2Y73s68/1TVyOHfSHSwaVyQKz/3DzQvKbpqLm266aVqTrY0bNxa/+MUvdieTyTkv3t74xjcO33nnnY0/+tGPkjfeeGMW4Otf/3pTMpn0X/WqV02Kk1phNDExYeTzeeOqq67KffSjH+WBBx6Ibdy40Tlw4IC9Y8eO6Dvf+c6+qjACePnLXz6xfv36UrFYPOof0ktf+tKRqjACeP7zn58D2Lt37+mr8k8AJ716VKq8kR2V6StCiI+ihMyrl/AwXwVeCXwKZRpxC3BXRYTNTBOs5V3ATC/T1SiXvbsXM5DcxX/FROcsTeOkxCs7lPPlyuRSLvqUigHlIpRKgnLZoFS2KDo2jjf73UFTOMTMHFFzgqTRQ6s9Siw0QswYI2aMETXGiBrjxMwxIiKHEFM3KorNSXZ7L2Bn8Wq2PdLFNiTtTTm6Vgc0r27ALMQJhyTJpEskPIDJYVISOvODDA7tJW3HudiOcGXTudy++zYuSW9idXoNETPEmFuge7ybjZm69eTpS60A8h2V9lbOqboxJ3e0AKoKDrcAuf6jhc9EH5TGph/DikCqU00rLoJUh7rATXaoKItdR0f5k02iDW78Z3j0G/DwV5H9TyKv/EuC1HqCQhFvPEswuhe8+/BDzbgjRdxqRGj/fry+vskIjtnYSGjtWmLPetZkRMhsbDxaCI2OTDYvNVIp7JZmjGRSmRhEIqd2X525CHwY2AHZwyryNp/QCjz43Wfhyduh61J4zgePPwri5MApKUGeWnn0hW8oBh3nQX4IBp5S/y6iDctT2zYPpWLAYK9PuEYYAZiWwLSmhNL4iM/YkI9pCRJpg3AUjJCPnx/Aa9qE5+Vwy+50seOVKQdlAhlMDxBWDmMa5mTUxzZtIlZkVpHh+A5ZJ0vWydIcbSYRmvlzBL4rGR9zyKQFhiUIZIAvfUp+Gd/Nq8bT+JMZt4En6bsnoNAnab+ghGce4tBEA6ZhEzZCmC96EWYmjf+db5L/p7/B/tN3Y2VaMIUBiEqaXRr3yBH8XJ7w6lWTaXZSSsZKY/TkD+MHHnFCmAUHf7AH8iWSDWXMeBjSyeNKQwyKRZ546EfkH3mYv9jjkyyCNLOweT1cv5aWyCM0lx+jGC9xuHELZSFgXRfyQ38BP7gH7roX8eQu5B++As7fMnW+A5eiV2Rdeh3pGgMSYRiY6Qak76voc0+PijK3tJyW3xFWyORFf3Yut/+/R7jr84/z8vdcSPNKndlxLD7+8Y8f2LhxY3loaMj64he/2LJ79+5oPB6f9672K17xiommpibvG9/4RuONN96YLZfL4oc//GHmRS960Wg0Gp38dti9e3fofe97X+c999zTMDExMS2fdGxszATYs2dPCGDjxo3lmcdZt25d6cknnzxKhK5atWpaNKmaxjc6Oro8zTWfJpx0cTQLn0LVIi0Jlea0rwHeLaX8VGXe14FtwD8Cs7nvASCl/N4s+/u/laffWMx4une5TPSWKRUl5aKkVAzU85LE90D9ekYqk8IOQyRiEI4Kkg2C5qggEhWEI5XHqDH52rQkMmicrEUKAllxjPIw/SL4JUp+GY8SBVHCkmVMSphBAX+sn3UTvWwq/huFrMue7AXsHLuWh4Y7sB4psyZ2P+szO4g3ZcnGOjAaOgm3rqCrsY1BIfGsCBZwy4rr2Da+h3/b9kX+fsPrMIUgLSV9Rx4jk9lPc6pLpVzZ0UqUolL7dIrVIUxjqrhr+oSceh744BZVKpFTqQGadHqjktJkKfGTH1ICaKK3In6OQLZX3U2vjSAKU4mGVDusefaU6El1queR9NznLfAqqXRujaV2DZPbTaVlVVO5JudV59cum5xX2cfkRW3tfup7L6XnIV2PoFTGb3ke8pwWQjv+A/Hj/42Tfh4FfzPOkSHc3n6cQ314gyOT25rNzYTXrSNx1VWE1q8ntHYtVkbdCZVBoPr7OA7+6OhkitrTRgjNxPeg/0nID0Csef73oTQO9/yNqus699Vw6Z+oNM3FUm2CGk7C6vPnF1lCKOEWbYDRAzCyT5l/zHLxvxyUigH9hz1CYYFZEUae9PFkQBD4+AR40sfxXRw8PDxKRY/SmIcfSAQudsLDNtMYpQGEITCFORnlMQ2TpJWcZkQTyICckyPrZJlwJqY9VqeZr0v+VCQ4bIZ5zqrn8OJ1L6Y5qpqPykCS73crXy2VGiFhTB13htFP4Ev23ZOj0OOz6toYTZsbkIMhgsN9uPEIBaNAIH04dwPhyGvJfOvblD7+IYb/8PV4He0YwsQ2LGzDxrIszLEJ7LF+7HVrIRGjL9dHqZAlXgZrPA+FIr5nEIRs0qvDmHXWDU5jZAweewrnkcewdnZzgS8pRA3EuWcRXHg+nLUJohEk0M9zKBz+DZ27/pN1D3yQgXWvYHjtjWBbyFfcABeejfjytzE+8zXk5RcgX/sSShEDL/DYlNlI3Jr9cyhMEzPTqBwud+7COHiQ8IYNmA0Np53BSCRuc+Pbz+O2TzzMDz7zGK/8y4tINS39zbTjjdacSlx55ZX5qlvd6173urGzzz57yxve8IZ127Zt227OUR9nWRYve9nLhr/97W83l0qlg7fffntqbGzMeuMb3zhcXcfzPJ73vOdtGh8fN9/+9rcf2bx5cymRSPiHDh0KvfOd71wTBAvPKpqJaZqz1hVJKU+vD+wJ5qSIIyFEu5TyyByLc0DDEh7uZlT/pS9WZ0gpS0KILwH/IITokFL21bG/1wH7pZS/Xcxgtm91aE45hCOCcEXkJNJGjdgxJueHo4JIRN3VVA5z6ho9mBQ9UFu74HkQBALTAjsksENg2UalQNfGMGOqf5E5d9qO50qKhYDSeEB7Ic/KYh+5wZ0cPBihu/989hy+nGjfBBsjv+KM6HdJWvsQAi43QhRiTQTpdpxEK++IrOHvc9v5Uf/vuGn18xGGRcqLszN7kDgGUfVG1IxfqDvKdlyl4IQr9SpW+Khap0mknEWwLGBetflo4E1/Ptm/p9rTp/Jc+lPHm8Ys51CgtiuMQH5QpcBlj0wXQXOlvrWdDRvaIdlZiQC1qxQkY45/poE/3fhgWiRKqPMWikOsRT1WL5QmRV2tsAuAYMreu7rOtPkznk9u6zIpEqvr1wg8KSV4PtIPkK7q9RMUywTlMkHJJSg5ajtRCbAdGcY9Mohz6Fzc/Xvxsk8ATwBgNWcIreokceVFhDuaCHU0Yq48E5JtajgVO21vZETpAsPATKcx29swEokpIXSaXcgsCM+BI48r0RNvnn/dkX3wkw9AYQiu/SvY9ILjO7ZbUDcDGjdCZtXCRZZpQ/MGSLapKFJuUAmmufrdLAHlkqT/sI9hS4qUyZYKjLs5in5Z9V6bTG6r9HgTBqYwMC2DpBXCQBAUHHJGF8O9BfIySzlcoGjmyMssOTc3q9DJubmptLkZRMwIyVBycupMdJIKpSZfJ+wEWwe2cnf33dzdfTdXrriSm9bfRJPTgZsPCCWOfb6lL9n/0xzj3S5dV8do2VIRKq3NYBhYh/shGQOjMv/s88n/eSvxr3yZli98hcIb3kD5jE1IGVAOyhS9EoHhIx0XHuslyKSJuJJ02VcN7UIh/FiCwBekWvz631Ip4VAfPLod8eh2xAFlyDWeETxysUnLxc/mgnOfpxojz0J2xZXsaTqLzie/QPveb9O67/ZpNwvks2H4yRjDDzyC9ejDrLwkS6qrzn5htcM1xKIai0+y8hK45c7Fb78Iko0RbnzHedz+yUf4wb88xivfexGRxOmZLniiicVi8n3ve1/v2972tnVf+tKXMn/yJ38yOte6b37zm4e/9KUvtX3nO99J33rrrZmOjg7nhS984WSd0oMPPhg9cOBA+DOf+Uz329/+9knRdPvtt0/zz9+wYYMDsHv37qNS4vbt26d7piwhJyty1CuE6KXiVFfzOI4yaNi+hMe6ANghpZxZMPcg6kryfGBB4kgIcQGwGfiHY6zXwNECbyXAVecOsW5tGCsew4hHMWyLwLKQUkxGeoLJYIOgXK7+TKvrBdtW4seyDSxbVMROpUmrAYaoXvBW3Ndl7esAfAlejWCgYltVuaC2DJNkLEQyGcLx0hTzSYKGgI1rJRulZGgw4NBei20Hb+Txwo2kEmXWtR5iXfIxrPI2oiP9NPZt49WBywOtzfxP//3cvPUOVtlpnEQr+XiG0WQH4ZazMdIrVQTEjjJpV+7koDSi7oDXmgQblhJKtQ1Jq6Ll6HdglnnVyvhqZMOorGZMRT+qj5PpcEXlROWV1MWfWwCnOPXcLahIkVO5MMwPKgE0M/XNjlYEzwpYcXEl6tN+7NS3qt21k6/YXlfPSeVvMaxKTU6TEpN2rKZOKLzoPP56kVKC6xI4LtJVDUqDfB5ZKBAUigTFQkVwgZQBQTaHNzqBPzqGPzqKNzyMPziEc/AA/uhUfajV2kT4jC2kMg7x4EEijeCf+zKClosrqXEuslTGO7gdYe+HxrWYLR1TQiganV4n9HQlCNRnbmin+jweq4Fu96/hF/+gPi83fRpat8y//nzIAAqj6jPcddniTRbCSfVvI3sEhnaoj3i0YUmjyVJKJgolug8WyMo8hYq7oyEMLMMkEAG5IE/OL5ALCmT9PDk/Ty4okPMLZKvL/By5oIg3OPv3jylMknaSZDhJKpRiVWrVNKGTDCWPeh2ar5VDhcs7L+cPzvgDfrjvh/z84M/5Vc+vOCd+AS/quJENbJp3WxlI9t+TZ2yfy8orY7SePeM6qrlRfV8c6lOmCJW74EFnJ7m3v4P4V75M7KtfwXjpy3Ce9Sy1TfXrxQIiSSiVwbYhpb7PAh98V5Bu8bEWer3tebBjH+Kx7UoUjYwjhcBZ28Evrm/kJ2vHae06gz9uexmN1rE/a36kgUMXvpdk32+Jje5S0ckajLWQuHCC4o8P03ufwcTZrbTcsBEzVp8ViXTV97MRi2Gm0otrZJw+Oc5xTZ0JXvRn5/L9Tz/KDz/3GC951wXYIZ1xtRD+6I/+aPRv//ZvnX/+53/umE8cXXnllcVKfVLzAw88kHzzm988YNT8PlsVgS9rbsAGQcC//Mu/tNbuZ/Xq1e6ZZ55ZvPXWW5v/5m/+5ki17uj2229P7d27NzKbIYNmcSypOBJCWFLKhdhgnQFciHKsuxZ4N1D9pssBL1vCYXUAs3nAVwXRLAVAc/L6yuOxUureheoPdRTStinlfRgbRvo+CDANiR2zCKcihBM2oZiFFQlhWgLDkBiGUO1npl0nyKkZnoTqWRfWVENOozKZoZrXViV0NPN1RRSUq31xcoS8EqEQpFoEThkKRRPRYtHUYnPupWH6D3sc3GPy6L4NPMoGGttuxlwxSnM7ROUEr3APcH/hDv5q5Tr+3UsRyQ3S1NON5fwa+PbUnxLNKOGQ6qx5rDyvpo1VxZBpMyVuKn9/VcxMCpiKaKkVMbWixikcLXBq58+M7MyFMKYa89oxdbd+zbOn1/2kOiB8rNS3YiX1zZ1uWVbdfyipLh5DsWNH05YBKSXSdVVUxnUJHKciforKIa5UUu+BUBdhQXZK+PgjIxXxM4hXmaQz/fvbSCSwmpuJnH0uoa4Owo0GoVVdGCn1lSCDACauRez6EuEnP4fT9CyclTdjZhoxW5oxYusxDB8hHERjBDIdp0QzzmXHLao0zNED6jMbiqp/S3MhpXIE/P2XoOVMeP7fHV9vHq8ExQloXAuN647/nBsGpDtVz6DhvTDeA+G4+re1SMq+Q84vMVIeZyCXZaLPwDAhErHwfJdtpd1sK+5me3EPZTn7dUXciJIw4iTMGM1WA2usVhKJFSTsNAkrSdJKkbASJKwkcSNByIsgfeUyGEoahFImVmR6XdOxkFJO1g4FMlC1S0BztJk3nfUmXrb25fzg8bv4xehP+cc9f8fG+Bm8sO1Gzk6dd9TNABlIun+WZ3Svw4pnRWk7b44bzI0NgICePohP2WjLdJrcn/4ZsW9+g+jtt2GMDFN64Yum33wxjGkW2YGvdE6qxT92H+dcAbbtRGx9ErbtQpTKyJANWzbiveS5/GT1BN90f01I2NzS8iqenTj6b5wXIch2Xkm288rp50VKsk6O1IYkXTesIH/HDxj7zncoHCrT9Md/TPzyyxd+jMr+gmwW6bmEVq7EXrkSo07L85NF58YGnveWLfz4C9u4+4tP8sK3nT2rHbxmOpZl8ba3va3/r//6r7u+853vpG6++eaJudZ91ateNfwP//APK0FFkmqXnXfeeaWurq7yhz70oZWHDx+2U6mUf8cdd2TGx8eP+lL9u7/7u55Xv/rVGy+77LIzX//61w+NjIxYX/7yl1s3bNhQKhQK+k1bIhb8ayaEeI+U8pPzLLdQV7wvP9a+pJS7gd3UNH8VQqxFCZUnpZRjCx3XAogCRxWvAaWa5cdECGGgape2SimfOsbqn0KZQNSyErivMe3R1g6GGcUwDfUFJAzVPd4NkGUXUQ4IrABSSUS6AZlMIaNRiEYRhsmUOJgxLUWkIFlj6xn44JUQXpmwVyJczpIuTuBMZMlN+Fhtgs42ZQN++LDJwX2Qe6SBIUPSsDJOpquZm+MmX8ndymearuIl51+JFZYYXpby6AHOlBaxwrBKOZs4rGofds/wubBjlUhLRcPOJWrmjCLNwAxX0vdqRE2sEeyVU6/taGWdmtd2bPq8UEzt61g/0vOlvkGlcW8coo1KAFmR6S5xJyDqIYNgFvFTQBYLFfFTphphlEEwq/ipCh9/aOho8ZNMYrW0YHd1Eb3wQqyWFqzWVvXY0oIRm7r4lb6PzI0R9D2F7O9FhpMYponRsAr/uo8h9t2G/dR3sb0exPoPQXNL7R8Co90q+tC25dgRlNORapRo7KBKQTMM9bmJHKOY2ivBL/8R9v0CNlwPV7938S5xUqraIsOGrkuW/jxbYfX+pTqgf7uqz4s2zJ1eWoMX+OT9EmNOlmFnnIKvPruGb1MeCtMveniytIsnRndx2O0HoNFMc1n8PFaFO0hWRFBVDMWN6PQGok4O4m2QmCdtsRIlkVJSLngUxl0CAqw4mAmJiAQg5LS7xAgQUiArDaiEENiGjW3ahM0wtmFT9IqMlcZIh9MYY1Fe1PQybuh8Eb8evpe7B+7iX/b9P1ZEunhh241cnLkMU5hIKTnwizwjux06L4vSfsExfu4a02AKOHBYOblV6ygiEQpvuoXI9+8gfO+9GCMjFF7zWhUpmkHgqwzPVEuAPZc2GBieTJdjdzciCJTd9qXnEZy/BTZv4KAc5t8Gvsu+ci+Xxs/ij1puosFaGtOAQEqy5QmaY82sSKzAECYNf/AHxC65hKHPfY7BT36S/LOeRdNb34qZXlg0VAiBmUohgwC3tw+3t5fQmjXK2W6O1L9TifUXtHLNazZx73/v4t7/3sW1rz/j6R91XwLe8Y53DH3iE5/o/PjHP94xnzh6y1veMvLRj3505caNG4uXXHLJtDuw4XBYfu9739vz9re/veszn/lMRygUCm644Yaxd73rXYcuv/zyaaH9m2++eeLLX/7y3g9/+MMrPvKRj6zs6uoqf/azn+2+4447Gu6//37tqrFECHlUHcUcKwrhA2+QUv73LMsM4H+Al0kpj/ktIIR4WEp5Ub2DXQxCiG3AYSnlC2bM3wI8CbxVSvmlBeznOuDnwHuklP9vEeNYA+x/6sc/YfWKYzdErXXUkr4/VUieTmM1NJz8+gnfxS8XKY3nyQ1lKY3nkW6e8eEi2/bmyR6O4zsmVtjnUPOTPNj4c9668qW0h5sJJyREyxDyuDCzCbv2oscrV2p0Dk+JpoleNU+IGsESU3fK7dgsoiY+h8CJLugCa0HUmjDUpvnNlg5ox1ShebhqQlGN/oSOrwC+nuG6LkGphHQcVetTKBAUCshikcBxJkccBIHqEzQ2i/gZGMAbGppsllrFSKWmiZ1J8dPaitXcjBGdfkE2KcY8D9yqYFTX3IZtY6ZTGIk4ZuEQwpvAyLRNdzI7/Iiy+y6NKxOBc145fblbVK6ADV3QuJ5j37o+DXCLkO1XosgvVUR1YmHiOTeg6ouG96jzdd5rFi+6vbIyHEmvhKYNy39uA19FkObojSSlpOiXmfDyDJUnGHOzICWGYRA1w+S9Eo+M7Obh/j1sL++hJMuYGGyIrOac6CbOjm6i026d9ztUSklAQOC7BL6HbFxLIJTBQsBUbZ2QyrRETqYqqxQ7y7AwhYnwLAzfwDJsYskwqcYI0XgY27awDGvSZtsQBuYs3wte4LF7dDe9fYNY43HCyal1POnx4Mj9/GTgTnpLh2kKNfOClhexettljO7w6LgkSucldRTbT2ShuwdiMbBqxiIloft+ReSHP8Tv6qJwy5uRiSnzgiBQH5FkUzA9gy0IYN+hqXS53gG1u5XtcN4W5PlbYM0KMAw86XHH6K+4beSXxM0If9RyE5cnzln42OciCMAwVA+jcpaORAft8XZmpmFLz2P8jjsY+/a3MWIxmt76VmLPelbdv7PS9wkmJhCWRWj9Oqzm5tPC9OWB7+/j9z/q5pIXr+HSm9YB0N3dzdq1awHWSim7Z9vuscce6z7vvPOGTtxITy8OHz5srV69+rz3v//9PR/+8If7T/Z4NPDYY481n3feeWtmW1bPleJ/oKy2B2r7A1WE0TdREaM/WeC+piVICyH2SCk31Lx+vZRyUW5ws9CHSq2bSXVe7wL383ogAI4Sh8uBMAxEJAKRqRQIGQTIUhnn4CElmJBgmqrgPJ0+sXUWpo0Zs4nHUsQ7OvBcn1LWJTRc5OxV/RwaP4A5YjO6T9J56BxeevhcuvcMY66RZDrKWGGfAg5PNHZzVnsXoVhIjdkKq14ombnaSy0hswqcmnnA9B/OGgMJYVWc9mwlxgwb7MiU8cGkADo5xa1BqURQKOCPjeGPjBAUiyCl6tcxpnoD+SMjahoeVsJncBBvePho8dPQgNXSQmjdOmKXXXaUEDIiR6fpKPc5JYC80ZFpWaCYJkY0hplpwIjF1Gc2FEKEw9PTUIIuGNkLI/shlpkStisuhJu/BPd+HO7/LPQ8CNe+D2JNarkdVeJhouL+17pFOaOdbgSBitCMH1TRE7HAKFEtR56An35I3cq/4aOwqr5UoWkUxwABnRecuPNpmNN7I2X7KYdi5ETASHmcYWcCL/AQQhA2QyStKHvzvWwd28WjY3voLqjs6bSR5JL42ZwdPYPN0XVEjanPbCADSn4Zt/JvvtaSofraNAxst4idWYcVSqgGrIaFLexK/yATs+ISZxqmiiJUmnHPREqJ5wR4gz65QUk0IYg3mNhxG8ua+2aJZVisia5nNOcyYY0QkunJ73lLWFzR9Gwub7yCJyYe5a4jd3LoviKpfo/sGQc484L5a5KOIpWENSuh+zDEIqpBK4AQOFdfQ5BpJPat/ybxr58h/0dvIWhtRQbgliHZJJUwKjvw1B4VHXrsKcREDmkYsGktwdWXwfmboaVp2mH3lw7z+YHbOOgc4YrEudzSciMpM17f2KsEARRL4LiTY/ekTy4Kq9NraIrMHv0TlkXDK1+pokif/SyD//RPxC67jKY//mPMhoYFH14522WUs92OHZixGKH16095Z7tLb1pLfqzMQz/sJpYOc/bVx76Zqzk2n/3sZ5sB/uiP/mjkWOtqTj71RI4M4DbgOuBqKeVjlQauX0cJhz+XUv7bAvc1IaVM1bwelVJm5lp+PAghPgH8BdBYa8oghHg/ylhhhZRyXoFUaSJ7BHhESvncRY5jDXVEjhaK9P2pCFMQ1Dh0NWA2pDHicYxYTF18nqAvZKfosvXAE2RHS4RkhMALeHTXUwzuLNKZVRo40QaZ1R5kRlkdTdAcCpFMQTQmsG05JTzM0PzRnpkCZ/J5rcAxmCrmqU1lMY9uimraNVEda6puq7ZGS5gnzOxgIcggQBaL+Pl8JdozSuA6SM/H7emhvHcv5Z078Xp7lfjxp6cgmpnM9IhP5dFsaVGRn1k6wlfrkKhGgILp+xShEEY8jojF1GcwFMIIhdTnsN7miRN96iK/GnmbGgQ89X3Vp8eOKYE08+LfK6sIU6oTmjYqAXuq4xSUqBvrVqmYdkQJ8Hr//e74Efz6n9Q/thd8ZPE3HHxXCaNkO7ScccKbtlabco6Vxhge3UNhaBdIDzuSIWqFyXlFHhvbw9ax3Tw+vpe8X8TAYFOiizONTZwVOpPV8enRIdUHyMWXHgYG6VCCtJ3AqhE5hlD23AZCpe/aUWg+c3a/l0UyKZRcZVgSjlkkGlTt6cyieN8POLJXGZYMOEcYKAyQDE+3C6/u89CvCww+UaZn7ePc2fYlwmaEa5qv4/qWG8iE6kiDzOZh/yGIRmCGyYB58CCxr34F4fvk3vgmiivWk7QmCO+qpMtt341wPWQ0DOecqaJDZ2+atfGqE7jcNvoLvj96H2kzzltaXsLFiTqNQqRUgqxUVl/zpqHqqBrTEI9Ski6lfftYW0jQ0Nq1oO8h6fuMf//7jN16K0YkQuNb30r8yisX9VsalEoE+RxmppHwurWYNRG3U43AD/jRvz3BwW3D3PC2czAa8jpytEi+//3vJ5944onoxz72sc5rr712/Ac/+MH+kz0mjWK+yNGCxRGAECKCSi1bDVwFfBB4E6qH0Kfr2M9McTQipWyseZ2VUi5J7qQQ4jLgfqb3OQqj+hz1SymfXZm3CohJKXfMso+Xo4ThW6SUX17kONawDOJoNqYLpsrdUMvCTKUxG9KYiQQiGp31onepyLt5fn/k96REA24WSmMen+35J46M9vNW/pLyvhDlsQBhQnyV4IyzV9DeEUdIh3BYkoyWiNhFTC+n6nWOiuBUEGaNuKn0TJrsnRSqETRGjdg59QROPUjPU1GhXA5/ZBR/bFRFhXwf53Avzp49lJ56ivKOHciSSm22V60itGrV9KhPaytmc/OcRcPS96ciQG7VrruyUAjMWFQJn3h8KvpTET9ijp4Pi6Y0Dr2PqueRGfdNRrvhZ3+nokxnv1KljtVewEuptgdo3azEwql257baI2isEiUyTPV3LiYNNPDg/s/Dtu8qB7jr/3rxjV1L42psbWedsPMmpaToFZlwJhgqDjFWHlMZqoZB1IpiSdjb+yCPHnmIrbkD7CuorhANdoLzGzZyfnojZyXWEQzH8T0DO6w+tL70KPoOgZSYwqQxnCRtJYhZESWA5h6REocd5x6XOcRC8Bwft6xS9eyISTITJpIIYYUMhntzFMYdInEbKaG/cIS+XN80gSSlpOe3RQYeK9F6XoSVV0Q5XOrhJ/0/5MHR3yGE4PLMlbyg7cV0RBboRZQvwL5DEAkfJZDEyAixL30Jc2SYYEUH5sEeNY6mDJxfSZfbtGYq8jQLu0sH+bf+2zjsDnJt8kLe0PwiEuYCUwBdD0ol5cAqgFQCmjKQiEN0yrEz7+bxA58tTVuIjZUo79qFCIUx4guLSjmHDjH0uc/h7N5N9JJLaPqTP5nspVYvfj4PpSJWRwehrq6j0o5PFdyyz/f+eSvDh3Nc+MpGLrvuPNDiqG4uvfTSM7Zu3Rq/6KKLcrfeeuv+1atXL94vXrOkLJk4AhBCZIDfAl0oM4P/M59Rwxz7yAJdVeOFWcTRkkWOKvv7H5QD3j8De1GC7hLgOinlbyrr/BK4ZrbGWEKI7wA3Am1SyvGZyxc4hjXA/l9efQ2ru7rUxWlTE2ZzM1Zzs3re2Lj0F5UVqoIpKJUmk0YMy8JMpTAyGcxYTNUvmSaY5pLkRnePd3M4d5iGSAMykAyMDfG++/+SleHVvGPFe/EmBKP7HEZ2l/FLEIqadG1uZOUZGRJNYYQwiCVDJNIW4ZCHgT9D3FinrcCph6o7XDAxgTcyQpDLgZQEUuId6ae8ezflJ5+k9NRTU2Jo5UoiZ59N5KyziGzZMmtRseo/5NWkwLnT7ogKy0bEY5PRRyMcni6ATrTAcEtTfXxiTdMv1L0yPPgFJQga18NzPwiZNdO39x11kRtvVRGQ0PJe6C4IJw/ZmihRtU5usee2NAE/+1s4/DCc8wdw2dsWL7AKo8qBsXXz3HbzS0TZL5NzcoyWRhkqDqlUOQRhO0zEjJB1szw+8DhbB7by+ODjZN0sAsHG+AouSKzi/KYtrE6swBAGQQDZAQO/bEDYpeQ5SAJChk0mlCJtxYla4YX3pClNVELdq5b1HMzEc328coCUEss2cR2faHL6v7vBwhCHsgdJhpRAOnx/kf6tJVrOCdP17Ni0dYfKg9w9cBe/Hv4lnvS4IH0RN7TdyNr4+mMPpiqQwiEIqYhLEIBbFoT8PKkffBsxPo48dzNcsAVWtB/zM1wOHP5n5Gf8aOw3NFop/rjlZZwfP0b6XxCoyJBTcfaMhJQYakgqt7xZRNh4aZyIFWFz02aiVsVmPJ+ntGMHQaGA0ZBZ0HeZ9H0m7ryT0W99CyMcpvHNbyZ+9dWL+h5UznYT4PnYq7oIdXYiTkFnu2LO4bZPPMKhngP81ZdfA1ocaZ5GLEocVSIpc7EG+AHK0vpjtQuklAePNaCKOIqhUtW2oaJQrwMeklIeXgZxFAH+DngDkAEeB94vpbynZp1fMos4EkKkgH7gR1LKVx7HGNYA+++78Sbay2W8oSFkoTB9JcNQKU4zRVPl0WppwUilluyiVPo+sqyacQoZqB8zCVKofGlhhxAhG8O2oVoPEgphWEqUCMtSYsqyVI3UjB8mN3B5uP9hwmZ4so/Hzw/+nC88/gXetPHNXBm7DrcokYFkqDeLdzDMyP4SgSdJZMKsOquRzo0NROK26kBvGghDFT2L6mQYk62LDCEQhqi0MBKqhZGhGjmqdEOBYYjq+1F5rDwXzPFaTLVGYurYCFFtRbWkIkFKqUwSCgW8ar1QqTw5OK+/n/KuXZSqYqjyGbJXrJguhmpy46WUyFIJWS5PmR9UlhmRCEY0hhGfSn+bFECnosNS4Kvak7GDyiVt5oX/wd8pVza3AM/6X7D5JUdfpJXG1cV/85kq3e5EC+xqlGi0Wz0KY94okZQSiRLDk/9JdYMjqPQyC5CI0QNE7/lbRH4I58p3IDfdgPrYq7/PECo+IhDzf2bLWSU2WzZDesWyRIsmU+XKYwwXh8l7eZAQMkNErShCCPaP7+fRgUfZOrCVvWN7kUhSoRTnt57P+S3nc27LuSSsOBSGlbiUEFhxRgYDCvkAI+ITNcM0hdIkrRhh066/SWfVar/j/JNqD+97AYY5+/s2UhzhQPYA2UdN+h92aD4rzKqrY3O+xxPuOD8f/Cm/GLqHgp/njMRmXth2E1uSZ8//uSgUYd9BpB3CQ7VUiDcEhKKy7o/IU8Vu/n3gNo64w1yfuoTXNd9AzJgl5VVKJYRK5Ypjy/RUOebJfghkwGhplJZoCxsyG7CN6Wl00vNwDhzAOXQIM92w4HRf9/Bhhj73Oco7dxK96CKa3vY2rMbFOTZK31ciSRiE1q0l1DFbefTJZWKoyL9/4E7+8guvAi2ONE8jFiuOKh1C50TMtlxKeczQR6VW6QxUn6PqdAEQRwmRFinl06pN82xpdUGhoJzAhobwh4bwhoZUT5ia57gzIrC2rYRSczNm5XHm81pr5MUifR+CQPWY8f1prwVStbWp/CBO2RQIjJA9FVmwbcaCAnsK3WSSLWAYSMPgI9v+md0T+/jElR+lMdyKW5QUxzzGsllWRVeT7/M5tH2UwYNZAJpWJlh1ViPxdGhSuCihIicFCwiEkDWipTKiGhE0JXgMZW5Wsc8Vlf4jAtRztWsMU6i/TVBRjDV/bY03Q1UwmaaBYQlMy8C01HPLMjAsY/LCxjCVQBOmEm3IgKBSLxQMD+ONjqqaICGQhok/MEBpxw5KTz5J+amnCPJ5AKzOTiWEKtPMFI+gXFZRJN8DYWCkkliNTRixGelvp2PkTUoYPwQDTyn3spk1MIVh+OXHoOch1Xfq6vce3Zw08JQwiWRUZCR8dP5/4AeUix6FbJn8eAlpSMIJi1DUxAwZGBbIiiXzlIAJasSLVH1qggAfH1nOE+QG8Cd6CAKPwLIJrAh+UHFDIyAIAiTgEaiGuTJQ/ZtnXHyKyodPAiLwaDr8GBu2fovADLHj8rcy0bR22hf0tC/rilW0umlgYFWSygzAKOcwIknMpo0YdlwZCwhlMGAJC4RyYDOFWanLMdQNhIrgMjAm/80pMSamUr6QZJ3srKlyITNEzsnx+ODjPDr4KI8OPMqEM4FAsL5hPRe0XsD5reezNr32qBqbQAaUSllKI90UeyYIB020NzYRtyKEjOP8GSmNQmb9KW/o8ci9+9j72xEaz7RZc11iQTdsSn6RXw3/kp8O3MWYO8qq6GpuaLuRixouPeocV/Enivi7ewinDWLNdt1mm6WgzH8P381Pxu+n1crwJ60v5+zYjMjVzFS5ZFxFh5JxVfu0gO8sL/AYK4+xJrWGrmTXnH8PgDs8THnHDjBMzOTC0k+l7zPxox8x9t//jbBtMrfcQuLaaxd9o0x6Hv7EBImrnn1KmjVsf3wnZ513JmhxpHkasVhx9DfML45mRUr5t/VuUzlerWC6UEr5vxezn1OVxdQcSSlVKlWtaKrYKvvDw2reyIhKNag9ViymBFRTkyqqr4qpaiSqqWlZmtNJKZWA8n0lqIIAfI8Do/spugWidgQQDPjjvHf0S2yyV/D+1KtUhMK2KAYBBcegI7wRw4pQcgQDPUUO7cmRHTm5jZ+FIaZFlVTUakqICQPssEk4ahGKWpVHk1DEwo5ahCNqfigMNh6yXMKfmIBSCSEkpgVmyEaMDCD37sDbtR1353ZkRQyZbe1KCJ2tIkN283SnJem6BMUi0vMQSIx4HKulRbkYxuOnZhToeCmMQN+jKuIyo6YmCDzkE9/BeOiLEElTuvo9uB3nVuyXlYjxAh+3PI7vlvDSK3FjTZQcn1LBpTjh4RRcgiAAE4wQKjLhqMdqZNKKCsyYxAwJjJD6TEwiQEgJ5RxGrh+cHIawIBTDqESJDFGN5TAlMqh81pgSHTMRvkviyDZSh35P8vBWTLdIMbOag1e9E28BfYfktCgUSLeAdEuQ7iJItIIhJhuP1oo9eVT0Sk5aWE/eKKj065nZt0dKOS1VTiI5MHFgMjq0e3Q3EknSTnJuy7lc0HoB57acSyp8dBJBIAMKbgHHdxBC0BhqJDSeQowWSfpHVF+ncFKl3y6Anv0uuYmAdKNJutEgGhMIv6yiem1nn3o1ajXs+F0fT/zyMCvOShG7vEDYihA2F/797gUeD4z+lh/338mRch8toVZe0PZirmh8Nrah9iMDiVsIMEMG8aSHvX+PSmGLLrxu9YnCHr4w8D2GvDFekL6c1zQ9n4gRmiNVrgHSKRUdqvO7q+SVKHgFNmc20xybpx9VDUGxSGnXLvyxccxMZsE3jdy+PoY++1nKO3YQveACmv70T7Gamo694Sx4oyMknn1qiqMFWnnvP/fcc4dPxfFrNDMJgkA88cQTmfPOO2/dbMvrrjlaSoQQfww8AmyTUs7WqPVpw3K61fmjoyr6VIlCzXweTBzdl8xIp4+KQE262lVslavPjRmv6406lLwST40+RdJOVi4G4e7x+/ny4A/4k9aX85zEheoH0lf9J5JGgvZQB4V8QKEg8TxJuawCKlJlEQEQSCpOcpUGuMJAmgI5abag5stqdEmKynP1qHZjTPYlkUGlMaOsXDzWPE4tB5BKj1ZSm2QglY2t4+MUPZyiR7ngUS56c95esG0IhQUhw8UuTWBnB7CHerALI4ScrBJUHe3Yq1cR3rgJo7GpGgwDQBCA62AGjopQRULYzY2EmzKY8Qi+LXDx8KRLSRYpegUcnMk7+YYwMKikWxnG5B3/yfmCyeeT64upqED1on3mBfzMedU0pmkRhmp64izrBZVoiS/9aY+1zz3fw5UuXuDhlnP4g9vxnDxeKI5LgB/4lfdUEh/v4YwHv0Y0N8jhTc/lwJYXIyu3uwUgfYEsG5TG8uRdi2I4SdmUOEaJsihSkiWKfpGiXyCQwVF/N74AKRCoKIlpGdghA9P0Mf0ipp/DQCLMEIYZqomwTO3HqNnf5PPZlgUe8ZH9JAZ2khjah+WXCewopZZNFFo3U27agGHZmCg7abPy3pkzpuo8o2pDUBpXtU6ZdRBepG3yAsm7eZ4YfGIyOjRWHgNgXXod57eezwWtF7C+Yf2sd/q9wKPgFvADH9MwaY420xxtJmEnmDhSJjtSJpayVepodgDGDyjhHJrfFWzXNofH7p/+82OHIZ2WpDsyNHSkSbdESbVEscMnpi/ZQtn5wBEe/3kPq85q5NIb11L0i+wZ2zPZPLYeAhnw6Pgj/Lj/B+wv7CNlpbm+5QU8O3kdYWJEm0yiGVPdACgUYftu9T0bm78ereCX+K/hu/j5xO/psJt5W8vLONNcoQRREKhGs5m0EkTHSJU7FllHZRuc1XQWyVB9JiQyCHAOHsTtPoBIJhdsWCSDgOxddzH6zW+CadL4pjeReM5z6hY5p7s4evzxx3+xbt26tkQiUZhtuUZzKpHP56N79+4dP/fcc6+YbfmCxJEQIgF8H/jGQhqmLpSa1D0f2Ak8CmytPkopR5fqWCebE+lWN5PAcSbF0jQBVY1EDQ0hi8W69ztNLM2YjBkiq2h45IVDKBKHkI20LX5YeIDDjPO6jhtJRtKq0Ne2yVKis3E1mWQbWDYuIQqOIAimZxepSFVFLQVBRTlVUgGDoCJ0gspd68mSKvXjM5lvJEFU66cMsGwM04CK45qwLIQVUul2RsWowhRKkJlmpcbJAMPEdz3cbAkvW8CdyOJnJ3BKPo4LrmfiBAbe6DjOwDDOWJZy3sU1wrh2EiecwjXnLsS3Q6JSCy0JhdRrOxnCSoSw4jZBTBBYLr7l4FuOGpcUKhvQAAsLO2RhRsGMgBkyECE52Tt1ZlRA/X/0c1EtyasVapMndmpflSeT6wmmogiTb+KM1MRpn61q1KG6XuWYEjlN3BnCQPg+7ug+itkjlOwQxcCl4Jcp+CU1OXlE71a8iR5GIykG013kZEDeK1MMShSCEi7zGwjZfghpBPjCn9YD53THxMAwDExhKUFVkzKn+vdMb0yqhFVlPWNqXUtYlf3UrFOzPyEE3ePd7BzdSSAD4nZ8WnSoIdww6/gc36HoFvGlj23YtMfbyUQykwYEUkpGjxTIDheJJGaYhLglGDug0idDiVl7ju19yuGR35RZscbioivDTIwHjI8EjA+WGZ8wGR9VVttV4g0h0i0x0i1R0q1qSmQik7WMJ5LdD/Xz6D2H6Nqc4dKXrJscQ9ErsWdsD4YQkwYE9SClZFduBz868gO2554gYkR53qrn8aINLyQTqUnfLZaUQBJiToG0Nb+T/xi8g1Fvghtjl/EH0SsICXtRqXLHGvN4eZy4HWdz0+a6hWEt3uiocvqUEjN1tJHNXLhHjqhapO3biZx3Hs1/+qdYLQtPxzzdxdHDDz/8wnA4/On29nYjlUrlbNv2TsW/RfPMJggCUSwWI93d3aFyufz2Cy+88CezrVdPn6Ms8K4lFkeXAucB51YezwFqcygOcbRgOqbhw6nIyRRHCyEoFFRaluNM2oAH1ec186rP51oWzLN+UC4hPP/Yg5kNIZT9eCw22Ti0+lxU581YdtT8WGzW9LJJMVV5nPa80ji16vB31Ff9tBIkgaxEF2QohLTDuH39lJ7chrP9ScpPbUdOjKs/J9OEsXELrNuMXL8Fo7EFKSWOI3GdgFJJUi6WcQoOZUfiuBJHGjiegeOorKFgnlirGREYEYkXKlOys0yYY+QTw+QbhijFc1MRBdPEskws28CyLCzTxDSnLnBrH6sXyNNez6g/qV5Az7qscsFc+7r2seyXKXpF8m6eglug4BWmPS+4asp7M+Z5hckUsLmwhElcmjS4BZKBxAi3Y0fbiZkRokaUqBEmZkSJijCxACJBCqu0jmA4iXPEoDSkUudSq2zSq2ySXRZWVBAQIJ0isjiOLA4hA5/AtpFGSNUcBQG+L/G8qsAMELbECgeYoQBhBWCq0KRaKhHlPNGBncQGthMe3gfSxw0lybZtItdyJsV0J4EwJgVtNU1Q1TgF+JORNhVtmzaPgCDw8bwiAQI/ksY3TbUs8Cvr+0e/DoJpy7zAOyrCN+/2MqAt1jYZHdrQsAFzjoKVklei5JaQSCJWhLZ4G5lwhnilBmryn56UjA0UGB8oHuXiNu3fZ2lUNRIOvIoNvFqve5fLQ78q0dFlcsX1UQyzqu59ZUrRcT7SDFEYdxgfLDI+UGBssMj4QJHsSGlStBuWINUcpaEqmFqipFtjROLLVza75+EBtt59kBVnNHD5S9epGzo1lP0y+8b24UmfeJ3241JKvKIEAUOxHu7qu5P7++7HNEyuWXkNN62/ifZ4u1q5VFYCScpp/Ytybo6vD9zJr4pPsNJs5k8zN7Gh8+xFp8rNRyADRoojdCY6WZtei7UYd8aZ+yyXKe/ejTc0rNLsFugiK4OA7N13M/pf/wVC0PjGN5J43vMWJHhOd3EE8PDDD2+0LOuvhBDnVXpXnoZFrZqnOYEQ4ojneX87lzCC+sTRfcADUsr3LNUIZzlGHPgRcDbwIGABF6Ic5qoDHZVSLiyR+BTiVBdHJ4KsM8Ge4V2kzbjKL3cc7h1+kB8N3strk9dxvr22Mt/FLRUwPJ8WswEcVwmsioubLBSUmKsIuurzo8wrZkGEQtNFU63gmimoagVYpZePEYupaNiMH7BqUb7f309p2zblJvfkk/ijKvhpNjZWaoaUo5zV1oYQKlXI8R0cz6WYL1CcGKfoFih5Ll4kih9PEISj+KaNSQgjUHf5DdNA+hK/HFAoOAzmBhgpjDGez1IolHCKPpYTJuomiHoJ4m6akKfu7jpWkeFUD4Opg/SnuhmMH8Q1nEo9jrqYDlikiF0molaUmBUjbseJ2TFiVmzycdq8QBLJjhARKewghV2OESaCLWxMSxLxhtn41L+RGt/JUOvl7D/jFnwrhleG3KBFdsAkO2BSHFWOHcKQxNpM4u0WTj4gd8hXF45ArBnSbUXSLTliTT7CjjIZipuHwIfAEwR+xUBESCLGOK3jD5MZ+D3JwacQ0seJNTHRdRETXRdTbFq/oH0fE9+Fck41dE2vPKkObFWqfY3KXhkpJMlQkrZYG+lQmtg8F/bjAwVG+vPEkgtocB14MN4HucNgRTh4wOKBX5Zo6zS58nlRTKtm+9IYpFdBam7nMN8LmBgqMT6oxNl4RTSV8lPfQeGYNU0spVuipJojWPbxpebte3SQh+86QMeGNFe8Yv1RwqiKG7jsHduL67vEQwtLl/QdFSmLZkyijRZG5bwcyR/hzn13cu+he/ECj8s6LuMl61/CuoZ1UC7D9j3KSEFKHirt5Ev5u5kIirx0xQt4xRmvxI4tT8NTx3fIOlnWp9fTmehccudQ9/Bhynv3YsTidfUjcvv7Gf785ylt20bknHNo+rM/w25tnXebp4M40mieLtQjjp4D3A68TEr5i2UZjBD/xlT/oYnKPAt4M/AhwAbuk1L+wXIcfznR4kjRPb6frJslbqsf60AG/O3hL9Lj9PPJVX9BxpoKHE6Us7TGWuhMLNDAwnWnRFONcJKFguoTVCOk5hJZC0ovNIyjxVQohHPwoDLIAMyGBiJnn034rC1Ym88gaGvEC3zKfomiW6LslyiVclAqIwIfApDJGGZjE1ZDA1Y8oSzUawhkwEBugAMTBzlYnXIHGSj2T6Z6hY0wneGVrAh30Wl3qeeRLqIihpsLKA775Ac88kd8SqOVBsEGxFosEh1qirWYGLbAcysOatIHS2JEJCKiIh+YEmkER9cFBf5RdUIzl8+2zJc+YTM8KXridpyoFZ18nM9tKvAlvqMKxp1sgF8owVgPhulhRmMglBuciqxIZODRtu9nWHt76PEvZL+8nGIuRlUMRZocoi1qiiWzhG0Ls2EVRjiF5+Qo9I4z3u2Q649SGg0DAjPsE2tziHeUibWVsUJMS7+bMlwwMCr1VmFnnJbhrTQPPEx6fCcCSTHSxmDmYkZbL6HcsgY7BqYtVWuv47lmklJFQ4QJzRuObqR7gqk1VDCEQUO4gdZYK6lwakEpURNDRUb68nNHjObCydOzdS/3/6JMU5vJVTfEsGqFke8qIdV+DnVbsQHlgjsplsYGiowPFpgYLOF7lcimgEQmTENrTWpeS5R4w9E3XGaj+/EhHvphN+3rlTAyrfkFsxd47B/fT9Erkpin9koGErcYYIYN4q0WdnT2/Y6Vxrir+y7u7r6bolfknOZzeOmGl3JWYgPZ7j18ZfhH/G70EdakVvO28/6Utem1x/ybFkv187O5cTON0cVZaS8Ef2KC0lNPEbguVkPm2BtUkFKSu+ceRr72NQAyb3gDyec/f85aXS2ONJpTh3rE0ZdRwmUL8BiwC5hZeCellG9Z9GCEGAU+IKX83CzLVgAPAx+UUv7HYo9xsqiKoydu/R9W1/QymPZFOPNLcSHLapt2zrNsvu1mO8a8X9DzjfMY65aDMjuGdxAPxSfTanqdQf7PoX/l/NhG/r/2108eO5CSbHmCjZmNJOosrl0s0veRpdKsIivI55Wgqrz283mCYoGgkCcoFDE62jDP3Ii/aS3lliQlv0zZdyoOXiADH6PsYntSpZjF4oimDKSTEIsol4YKeTevxE+2RghlD1L2VS6dQNAWb2NVchWrU6tZlVpFV7KL1ljrlHVyxShCBhUBUQpwcgFuQf2b992A0ohPfsAn1+dRGPCqbZCINBgkOmziFcFkxwXSU1GPKoYtsGMCKyqwQgaGLaZSk5aBWoHlln2ckkc56+Pmq3bXEsNW48L3IduroiThBNKxKQ9GKA7a5AdtiuPqHFmiTLu9g0y7SXzL2TS2hrCtKdMCZbrggpNTxVpBWQmMUByEQakUcKTHo++Qx0CPj1MGBDS0QMsKQdNKiGfkpAA0i/0k+x+gYeABEhN7EEjysU4Gmi/gSOMFZOMdIASBL8ATyEAgK04cVjjAjKp0PNOWmJao1F1NmTfUJn5OPvM9cHKIeIuKiMyS0lTb/+dYF2cLXXdmT6FABuS9PL7vYxgGTZEmWmItJEPJo3rQzEd2pMTw4RzRhD3dHXAB9O0Z4zff3Utja4irri1jW0AkweTZKo5Cy5kQbahrv/MhA0lurDyZmleNMuVGp/JiTdtQYqk2Na8lRjg29V4d2DbMgz/YT9vaFFfevOGYwqiKJz0OjB8g62ZJhY4WxV4xIAgg3mISTpsLOqcFt8A9B+7hR/t/xFh5jHXpdQwWBym4BW7edDM3rb9pSdLb5mKiPIFt2Gxp2jJvdHGpkI5Ded8+vP5+jHRDXe6f3uAgQ5//PKXHHydy1lk0/fmfY7e1Hb2eFkcazSlDPeJo/qR+hVxIn6N5jjEG/J2U8v/NsfxvgBullBcv9hgni6o42vXgQ6zuWqlmVq3XJieYzB6smV99jybfq+p6M7evblezvXJak1P7rSyTxzru5Kpy2qYz9zP9eNPXm/bZqll3qDjEkdyRKTchKflB8QG+Ufgl70zexBXhLZWTBq7n4kqXjemNWKY1rb9S7a6FqIxVGBWDBEOlLM323DBqfoAknvSRMsAPVDpZtb4ikAFuoFzRPOnh+i6e9PB8Dx+fIJBTDnKiMg6U+5tlWFgYmGUPypVUm5AFmQbIpFQBcziEF3j05fs4NHGIA9kDk0JouDQ8+fcl7ASrUqtYlVzFqpQSQysSK4hYszRNnIEXeJS8Em7gTlouS0/iO+AXJU5OPTcEBAS441AagGK/pNQvlXU1YEYh2iaItAuirYJwU+Ut9VSJhqi4/xm2src2whV7a5vJPlLAlMkCMy6yK1Vd0x6rJxQIXIl0DUTRIsgLTGlhmRahUIhw2MY2bUyjImowKec9Rg8VGN47yNDhItkJtSPLhqY2k5Z2k9YOi0y6QMP2zxDp/TlO4zlMXPA+gujUhYuUEt8H35MYwsMOz22RLAPJyFDAkUNKLI0Oqa/MSCRgZcNh1hj3ssa7i7BRwE2tp9xxFeX2q/CTq6f2gWr2GqAMRQJZFVYBnidxXTXPDwKE5WNGA4yQh7R8pBVM/Tuo/mN0cqo2KbMWYplJ043pA5/6W2uXzXxe++955uvZ1q89h6D6I7XGWmmKNpGwE3PWHM1HfrTEUE+OcMKu2wShf/84v/72HtItUa5+7SZCVgAThyF3BOy4+iDbUdUc+ARcn3qOPy01r1rP5BS9yXUiCZuG1iixVIh9jw3RuirJs/9gI6ZdX4plIAMOZg8yWhojFUoihCDwJG5JEk4axJotzFD9f7TjO/yq51f8eP+PSYQSvOWct9CV7Kp7PwtFSslYaYyGSANnZM7AnsVkYzmP7fb3U961WzXPrqOfoJSS3M9/rqJIvk/m9a8necMN06JIWhxpNKcOJ9XKeyZCiO+heh2dP5u1txDiT4B/klIuTwLzMlIVR/v372fNmjUneTQnFz/w2TqwFSHE5AV+EPh88LcfYiDfzyev+STpUG163QQpO8nmxs2IikECvq8uunwf6Qd4vkPge7iuQ+CU8T0Hv/Lccx1cp4TnlfHcMp5TwvM9vIoAUlQtFarXiuryzjRMhGFimFOPhqEmYZhKVVR/4IJACSGnDAFgGsqiNpNCxqKMixIHcgc5NHFoMiLUk+vBC9TFkClMViRWTBNCq1KryIQzC/rBDGRA2S+r2o3KXxExIzSEG2iINExLV6q9ePXdAKfoUcx6lLIuga9En2FDcdxjtLfI2OEio4eLFCeU0DMtQbozQqYzSrozQkNHBCtsEngBnheg/qTKRXHIIBQzsaMGVsjEChmT7WdqL8gFAtMwVbNRBLIscAsBpZyHX1YudaYpsMLmURfGhQmHwYPZyal6V94KmzS3h2jJ5GhdEaahbXZnsXDPPSSf+DQIk9Et7ybXdJVaIAShMERiAqcEpWIAEuywmJ6ONQMze4DgwIMMdI/SM7aSQ+ULKMsEgoDmloD2NTHaV1qkG41FXwz5vsR3wQ/U+bNDgnSjQSxuIKpNbhNtKhJiH1tIn+rkx8sMHsgSSVhz1tnMxeDBLPfduptEY5hrXnvGtIgMpQkY3a/c7TrOgRMQiZgLKSWlvDutjml8sMjEUJGWVUmueMV6rNDi7j9KKenJHWawMEDUS2JaglibRSi++M/gicQPfMZKY6xMrmRNes28qbbLOo5cXjXkLhUxGhb23VzFGxpi+N//neLWrYQ3b6b5z/8cu5JJosWRRnPqcKqJo/OA36F6H/2FlPLhGcvvBs6WUnaejPEdD1ocTWe8PM5jg4/RGGmc/DHoyfbwvvvex8VtF/Oui941bf3hwjArEitUNMl3cQMX13dxAgdPVu601lg+194cF4Y42h1NUpnEpEPd1CSnHj1PTX5QefTB82vm+eqRSvgqlcTJROlhnIPOEQ5mp4TQhDPVb6ox0khXsktFgpIqLa4z0VlXKorjO5T9Mp6v/n5DGKTCKTLhDIlQgpgVq/vOqpRSpawVPQoTDsWcaswoDLBCBm7JZ6gnx9ChHEM9OcYGCpORs4bWGM0rE2rqShBNqiiL7wX4rnJtq+S/qYa5MYtw3MIOW1ghg8CTlIsuhfHpx7VD5lF3yvNjZSWEDikxlB9TIS47YtK8MkHLqiStq5I0tMVUmlA5B4M71WejUnshA+Ui53sqVmUVDtOy/WOEJnbgrnsh8vJ3YMWi08SU50qKhYDseIDrKBEZCgkMA6zsPsJ99xHu+xVWTplqOpmzKHdcRbH1KoZyTfQd8jnS4zE2rER5NCZo77Lo6DJp7bSwF3H3vnZsrgNmkCed9omt2YyZ6TzOYqVTg0K2zEB3lki8fmE03JPjV7fuIpoMce3rz5jdRU4G4BQgfGred5NSLslFs1P0ODzWx1hkgPaOJizr1OrbNBeO75AtZ9nUuGnKKe8kIj2Pcnc3bk8PZroBYS/8e1ZKSe6Xv2TkK18Bz6Phda8j9cIX4k+Ma3Gk0Zwi1C2OhPqXewFQ7Sq7D2WxvSQqSwjxXOBWlEPdr1GudQK4HmX1/W9Syv+1FMc6kWhxdDQ7R3YyUhohFZ6KEt2++3Zu3Xkr777o3VzWcdnkfD/wyXv5aU1Ja22iT8YPipSS4dIwByYOcHCsmwM5JYT6cn2T0ZCQEaIr1TUVCao81tugMJABJa+kao4qYiRmxchEMqRCKaJWlKgVXfLzEAQSt+RRyrvkxx2ckqfqW0yBHTbwPclI75RYGu7N47vqwj+WDlWEUpLmlQlSzZHJ8U0KJq+aAjaVn2iFDBVdqqwrpayIodxkZKgwocRQKGLSvCpJS1eS1tVJ0i3RWWsmpJT4pRJ+/16CcgFCCYRlEIkIonGh+kaFBKbw4fdfhUe/odzcnvtBaN4067lxygFOz1MEe39FtP8+7GIvEgO36dxKytyVBJHZjTWL+YAjPT59hzz6D3t4rhKCLe0m7SuVWEo21Pm5lj6UJ/DtNE5kJcKOkG6OEs+Ej9sh7WRSyrv07x8nFLUWXGdTZbQvzy//exeRmMW1rz9jUrA/0wj8gHLBIxSzaWyP0e/10T3eTUOkYVHpjSeSvJvHD3y2NG0hHU6f7OFMwx0cpLxjJ9g2ZqI+Ye0NDzP8hS9QfPhhwmecQcMbXk/m5pu1ONJoTgHqEkdCiBuAzwGrZyzqBv5cSjmnZ3hdgxKiFXgf8CqgGiXygK8B75RS1t+x9CSjxdHRlP0yvz/yexKhxGTExAs8/u+v/y+jpVE+ee0n6xYRy4XjOxzKHlJCaOKgesweJO/mJ9dpi7VNT4lLrqIt3lZ3+oeUEidwKHtlfKkcECxh0RBuIB1JTzq41VPEvlT4XoBTUul3+YmyEkICLEulzKneM8VJsTTUk6WcV5EtO2LSvEJFlZpWJmjsiM96sSulJDdSnowKDR7MUsyqdL5wzKK5K0nLqgStq5KkWmYXhIEf4DlKfFV71IajJuGoQaR4EKt4GCvViJjLyrp3K/ziH6A4Bpe8Fc59lVIvMoD+J2H/r9SU60cKE9lxIcXWZzOafBaelcGywA4d29wAlAAd7vdVVOmQx/hoRVwmBB1dFu0rLVo7TSx7ln3JQDW98ivFYQ2rVSqdEASBxCl6BIEk2Rgh2RghFDn51t31UC64HNk/TihSvzAaGyhw7zd2YoVNrnv9GcTSi28MeroipcQpqhTkxva4csWr3Dzozfaye2w3DZGGZTVPOB7GS+NErAibmzYvqqHtiSAoFCjt3EWQyyqzhjoa2kopyd93HyNf/jJGOsX6n/4U4zgb4i4HWhxpnmnUY8hwJfALIA98BXiysugs4BYgjrLg/u2SDlCItsq+D0kpj93I5hRFi6PZ6cv3sXt0N03Rpsl5ByYO8P773s+zOp/F2y94+wkdTzUaVBVAVRFUGw2KmJHJeqDVqdWsTq2mK9m16B9vL/Ao+2Vcz1WGBRLioTiNkcbJqFDYXJjV74nGdXycgksh61LMOshAIgyBZRuTqXD50XJFKKkpO1wCwDAFmfYYzV1JmlbEKeVcFR06lKWUq4ihuDWZIteyKkmyKXLUeZCBxHMDfC9QbntCYtkmkbhNJG5hRyysUE2dkpQwfggGnoJIGqw5LppL4/CrT0L3fbDiYhVJ6r4PCsOqIGvlxbDuGlh1xaQ1dhBInJIklw0oZFU9lWUJLHthQgmgkKs64Pn0H/bwPVXW1tJh0t5l0tERkIg5CCEBE2INEM2odMFZ/hZ1gewR+JJoMkS6JUooap2Sn6daykWPI/vGscNG3ZGviaEiv/zGTgxTcO3rzySReeYJI8/1cYo+iYYwDe2xWc/hQGGAHSM7SIVSJ9Tc4FgEMmC0NEpLtIUNmQ0n5UZQPUjfxzlwEOfgQYxUCiNUX4TSGx3FOXiQxte99pT8d6nFkeaZRj3i6CfAZuAyKWXfjGUdwAPAdinlDUs+yqcBWhzNTiADHh14lIBgmrj49s5v893d3+W9l7yXi9ouWpZjO75DT7ZnUgBVo0I5Nze5TmusdbImqGqZXWuXXS9SSmWa4JfxK77YITNEJpKhIdRAzI4RtaKnfKrLbMhA1SuVCy75CYdy3kMilYlCyJy8818uuCoFryKWRvoKyIqpQCRhTxNDicbpolBKOZmSFwSAVGIsEreJJmzsiIUdNhcWZSiMQN+jYFgQniNCKSXsuBN++6/qdddlFUF0ubLzngffl5SLkux4oIwcUKYJ8xk5zLaPod4yRw469PVCdlxtG09bdKxL0b6hkdbVqQW5l0kpcUs+nhsQjlk0tMaIxOu3wz4ROCWPI/smsGxRtwFBbqTEL76xEykl173+TJJNp78ZRT3IQFIquJiWQdOKBNHE/Bfqw8Vhtg9vJxFKEDJPftqhF3iMlcdYk1pDV7LrpBkvLAZ3ZITyUztACMxUfb3EtCGDRnPqUI84GgM+KaX8+zmWfxD431LKhgUfXIjnSil/ttD1Z2x7vZTynsVsezLQ4mhuJpwJHh14dJo5gxd4vP++95N1snzimk/M28DwWEgpGS2NThNBByYO0Jfvm3SrC5vhaT2DqtGg4+2hUWulDcqRLRVK0RBpIGknidrRBTW9PB3x/QC35FPMOxTHXFzHAwSmNd1xzncDRvsLRGIW8cx0MTRnelzCJhK1scImln0cNWdOHnofValpsXkaSTr5ijvEIqODnqRUCJgYC3DLsmI0ITBn6wsVeOAVqag/ZTMda4JwgnzepG9/jiP7xhnozuJ7AYYlaF2dYsNFrXSsX1hNhuf4OGUfK2TQ0BIjlgrVbXSwXLhlnyP7xit1bfUJo/xYmV98Yye+G3Dt688g3XJqpmItF07Jw3cDUq1R0k3RBb+n4+Vxtg1tI2JFFtQiYLkoeSUKXoHNmc00x2av1zvVCUolSrt244+NKrMGc2GfYS2ONJpTh3rEUQH4Kynlp+dY/hfAR6WUC76aFEK4wH3APwF3SSn9Y6xvAzcC7wKeJaU8+be5FogWR/Ozd2wv/fl+0pGpi7v94/v5wK8/wFUrruLPzv+zBe3H8R0O5w5PpcRV+gZl3ezkOi3RlmkpcatTq48rGlTlWFbaMStGxIqcVndCl5Jqmk8x61DIOgSe6mNk2cqAAcm09DiJxA5V0uMSNnbYnJ4et1T4LvRvh3y/EiHL/P64jqSQV453nisxRYBtljGqWcNmGKKNKuUvFIc56qJ8L2DwYJYje8c5vHuMwrjD2vOaOe+5XQsWFb4X4BR9hAnp5iiJhkjdPXSWEtfx6d83jjDqF0aFCYdffmMHTsnn2tedQUPbybPkPtEEfkAp7xGJ2zR2xhdVW5Z1sjwx+AQhK3RS6ntylZ5cZzWddcrUmi4WGQS4PT2U9+/HSCQxwse+AabFkUZz6lCPOHoYcICrpJTejGUW8CsgLKVccA6UEOJslDC6HhgE7kG50+0FRlAWVo3ARuBy4LlAA3A3Kkq1faHHOtlocTQ/ju/wcP/DxOzYtOLgb+34Ft/b8z3ed+n7OL/1/Mn5UkrGymPTRNCB7AF6c72T0aCqU1xVAFUjQ0vZUd0LvEk3JVOYpMNpMuEM8VB8UVbazxRmWoaXci7CEIRjVv3pcUtBEMBoNwzvVvU7y/m+yQDcEtIt4pQlhaJJ1mlAhlKY0Th2Ilb3BZLvBWz/dS877j9CLBXi0hvX0rJq4ReYgR9QLqp7U6mmCIlMpG5xcrx4jk9/9wRSyrov7ks5l198YwelnMs1rz2Dxs75Ux6fLkgpcQrqfct0xJThwnFcXOfdPE8MPYEhDOL2iTmHUkrGy+Mk7ARnNp35tIqk++PjlLY/hQx8zHTDvOtqcaTRnDrUI47eCnwBFen5OFAVJmcB7wWeDfyJlPJLdQ9CiGcBfw68FEgwrUuNWgWYAG4DPi+lfKjeY5xstDg6Nv35fnaN7qIxOpXe5PgOf3XfX1H0irzqjFdNOsYdmDhA1pmKBjVHm6cJoFWpVbTH25clSuP4DgW3oC7izBBt8TYaI43E7fgzNip0vMhARZFO+oVBbgD6HlONQENLJKKlBL+s+uhI9XcSa1KucuEUhOJIqQwI8qMl8uMOUnKUpflCGO7J8eCd+8mNltl4SRvnXLOirkiQDCROySfwA2INYVJNUcLR5Xcy892A/u4JAj8gVOfxygWXX35jJ/lxh6tfs5HmlfVFHaSUFLNupfZKVn591DkXotInzRQYhkAY6vVJ/5xSSY0seiSbIjS0xpcs4lf0ijw59CSe9JY9ghPIgJHiCJ2JTtam156yrnnHQ+A4lPfswRsYxMxk5kyz0+JIozl1qNfK+x+B98yx+BNSyvcd12CEMIGLgC1AC+pnahDYhuqlFBzP/k8mWhwdm0AGPD74OG7gTovu7B7dzYd+8yGVZmXYk1bZtU5xx1OTtBBKXomSWyIgIG7HaYu1TabKnYo/ZprjoJxVdUiBD9FF9lXxHSWGAh+QEE5Dsk2lyoWTMI/hhu8HlPMeudEShayDEKoR7kKNCTzH5/Ff9LD3kUGSTREuvWktjR31RQGq5g2+GxCO2zS0xgjHl8fhzvcCBron8L36hZFT9Lj3v3cyMVziqldtpHV1fUXwAIUJl1RzhHRrFOlLguoUSHzXx3MCPC9Qz91ApYNCJXW26oCosjGVgKoIqYqgWmqqhgu2bdG4Ij57U9vjpOyXeXLoScp+eVofuqXE8R2yTpb16fV0Jjqf1t+jUkrcvj7Ke/ZiRKMY0aPTFrU40mhOHRbTBHYTKsKztjJrH/B9KeWuJR7b0wotjhZGzsmxdWArDZGGaVGYgxMHMQ2TjnjHCYnOSCkpekVVPyQkyVCS9lg76XD6lO23oVlCvDL0b1OOdrEmFUKYj8BTYsh3USYKMRUZijUqMbTIND3fDSjmHbLDJVUbJFS/qIWkG/bvH+ehH3ZTyrlsvrKDzVd0LMp0wS37eOUAO2ySbo0QTYWX7KLf9wMGDmTxyj7hWH3CyC373PvfOxkfKHLlKzfQvkAzilqKOYd4KkzTisSCXfukVMIp8OWkmPJ95aDoVQSUX5kCX04XURWEqBFSk1GpYx/fKXr4XkBDW4xkU3RZxFcV13fZPrydvJufVgu6FBTcAo7vsLlx87RMgac7fi5H6amnkOWy6olU872ixZFGc+pQtzjSLA4tjhbO/rH99OZ7aYg0nNDjBjKYFEQCQSaSoTXWSiqcelrlwWsWSODD0B4YOwCxjLL8riIDcItqAjBDkGiFWLMSQ/bSO365ZWVmkR0p4TkBwoBQxJxX8Dglj0d/eogD24bJtMe49Ka1pJoX6bjn+rilANMSpFqixNPh46oJC/yAgYNZnKJPJF6fMPIcn1/dupuR3jxXvGI9nRsb6j5+Ke8Sjlm0rEotm8iQcioKpSJSSjBNCilHGZBMRaTklBCvPq0IKc8NiCZtGjsSJ6wezA1cdo7sZKw8RiaSWZJ9TpQnsA2bLU1blrT+83RBui7lfftx+3qVm52tbpxocaTRnDrUU3P0XuBnqPQ2rajqRIujheP6Lg8PPEzEjCy7oUEgA/JuHtd3MYRBU6SJlljLKdcUUXMSGe9VUSQ7oiJDsnLVWq0biqRUpOgEXdRUU97y2TK5kTKBJzFMQShqznlh1bNzlIfvOoDn+Jx9zQo2XdK26P5GVfMGASRbIiQbInX3IgoCyVCl2W8kUd+/M98NuO/buxk8mOXyl66ja3P9kYdywcMKm7SuTmKeIhbmMjhaRAWBxHOUiIokbGKp0Am/ePYDn91juxksDJKJZBZ9fCklY6UxGiINnJE54xn9/SqlxBsYoLxrFyIUxojHtTjSaE4h6hFHlaYbjAP3Aj8Hfi6lfHL5hvf0QYuj+hgqDLF9eDtNsaYl37cXeBTcgnKYM0xaY600RZpIhBJPy4JgzRJQHFNudrGqxXYSjJN/US0DSbmo6pOyoyViybkvnkt5l4fvOkDv7jGauxJceuNa4g2Lj4iqY/vIICDRECbZHF2Qy1wQSIYP5yhMlI/ZoHQmvhfwm+/soX//BJfetJbVZ9f//eAUPQzToG3NwprnatRNpH1j++jN95KJZOpObfYDn7HSGCuTK1mTXqONayoE+TylHTsICgUkaHGk0Zwi1COOzkRZaT8HuBpoQomlAeCXTImlvcsy0tMcLY7qQ0rJtqFtFLzCkpgtuL5LwVOCyDZs2uPtZCIZkqGk/qHWnPZIKRkfLDB2pEg0ac8ZFZJScuCJYbbecwik5LzndrH2vObjuiCTUqpaGF8STYRIt0QJx2Y3b5CBZLg3R36sTDRZnzAK/IDf3b6P3t1jXPyi1aw9r6XusbplHxlI2tel6452PdORUtI90c3BiYM0RhsX/L1Z9svkyjk2NW6iPd6+zKM8/ZCeh3PgAN7QELFLL9XiSKM5BVh0zZEQ4nzgusp0NZAEpJRS33qfBS2O6ifv5nmk/5GjzBkWStkvU3ALICFiRWiLt6keRHb8lPwB0miOl/HBAqNHCkQTcwskgMJ4mYd+1M1Ad5b29WkuftHquqM4s+GWPFxHuc6lW6IqklUZh5SSkd482ZEy0WR9zndBIHngjn307BjlguevYsNFrXWPzXN8PFfSvi61qCapGvUeHsoeonu8m4ZIA+Y8rougDHYCGbClaQvp8NKaOjzdCEoljMjS1youBVocaZ5pHM8vRD/KZnsEyAIpwJt3C42mDuJ2nFWpVfRkexZkziClpOyXKXklAhmQsBOsT6+fdJjTgkjzdCfdoqzlR/ryRBL2nEYDsXSYq1+ziT0PD/DELw5z9388yYUvWE3XluNzDrMjFnZECZGhQ1lMy6ChNUY0HWJ8oEh2pKQiW3X8W5SB5KE799OzY5Rzn7NyUcLI9wJcx6d9XYMWRseBEIJVqVVYhsWe0T2kI+k5U5HHS+NErAibmzZrh88FcKoKI43mmciCfyWEEA2oKNFzK9MmVFrdVuCbqLS6+5Z+iJpnMp2JTo7kj+D4DiHz6DvbtZbbCEiFUnQ1dJEKp4hY+sdG88wj1RwFQzDSkyWSDM0pkIQQbLy4jfa1aR68cz/337GPw7vGuPAFq+ruNzQTq9KXyfcChvtyiD5BEMj6hZGUPPzjAxx8coSzr+7kjMvqT8sK/IBywaN9bfqENLR9JtCZ6MQyLHaM7DjKvCaQAaOlUVqiLWzIbMA2nrnGCxqN5vSknl+KIVSzhqeAnwJ/BfxSSjm2DOPSaACwDZsNDRt4cvhJmqKq+DqQwWSfDCEETZEm1qbXkgqlZhVQGs0zjVRjBAMYOpwjErfmtftONkW47o1nsvN3fTz56z4GD2W5+EVr6FhE36CZmJZBNBGimr5drzDaevdB9j82xOYrOth8ZWfdxw8CSSnv0bIqWbcrnmZ+WmOtmMJk+/B2EqEEITOEF3iMlcdYk1pDV7JL13NqNJrTknrEkQEEQBEoVKbycgxKo6mlMdJIU6SJoeIQJiaGMWW5nQwl9Z1JjWYWEo0REDB0KEckMb9AMgzB5is7aV/fwIN37ufX/7Obtec3c95zupakp069Ka1SSh7/eQ97Hxlk06VtnHV1/cJISkkp59K4IkE8rfuULQdN0SbObTmXJwafoGSU8KTHWY1n0RxrPtlD02g0mkVTj1tdO1NuddcBawAHeICKUx3wOymlrjuaBW3IcHwUvSL9+X4ykQwJO3HMQmCNRqPIj5cZPJg9ZgSpiu8FPHlfLzvvP0K8IcQlN66lpSt5AkY6xbZ7D/PUb/tYf2ELFzx/1aLEVXHCpaE9SkNrfJlGqamSdbLsG9/HuvQ6kqET+1nRLD/akEHzTON43OrWooTSc4FrgTagIKXU34yzoMWRRqM5WVQFUjhmYVoLS3Ua6sny4A+6yY+V2XRpG2dfs2LB2x4PT/2ml22/6mXtec1c9MLVizJSKUy4pJojZNpj2ohFozlOtDjSPNM4nl+60IxJALGlGJRGo9Folo54Okzr6iTlgofvBQvapnllkue/ZQvrL2hh14P93POV7Yz25Zd1nLsePMK2X/Wy6qxGLrphccKomHNINITItGlhpNFoNJr6qcetbjUqUlRNq+tACaJx4F6mUus0Go1Gc4oRS4VpWyMYODBBKGJh2se+N2aFTC68YTWdmxp46Ifd/OzrO9hyZQdnPqt9QSl69bDn4QEe+1kPK8/McMmNa+ft0zQXpbxLJG7TuCKxqO01Go1Go6nHkGE/yrq7CPwa+BeUGHpESrmwW5EajUajOWlEkyHa1qbp7x4nxMIEEkD7ujQveOtZbP3pQZ68r5fe3WNcetNaZRu+BOx/bJCtdx+kc2MDl71k7Zz24/NRLnjYEYvmruSittdoNBqNBupLq/sb4BqgQUp5g5Ty41LK32thpNFoNKcPkbhN25o0TtnHc/0FbxeKWlz2knU86+XryI87/PQr29n1YD+LrVutcmDbML//0QHa16W4/GXrFhWRcooepmXQ2pXEXOKIlkaj0WieWSw4ciSl/PByDkSj0Wg0J4ZI3KZ9bYr+7gmQKn1uoaw8s5HmlUl+f1c3j/3sEL27x7jkxWuIN9Rvl33oqREevHM/LauTXPGKDYsyfHDLSuC1rk4uOBKm0Wg0Gs1cLPqXRAiREUL8XAhxwVIOSKPRaDTLTzhm07Y2jedKPGfhESSASMLmyps3cPGL1zB6JM/dX3qS/Y8N1RVF6t09xgPf30/TigTPvnnDooSN5/j4nqR1TaougafRaDQazVwcr1vdtUBmaYai0Wg0mhNJOGrRvi6F78rJCMxCEUKw9txmnv/Ws8i0x/n9j7r5zXf2UMq5x9z2yL5xfnf7Xhraolz1qo2LEja+F+A6Pm1rkoQi9ZTPajQajUYzNzoHQaPRaJ7BhCIWbetSBH79AgmUTfg1r9vE+dd30d89wU+++CQ9O0bmXH/gwAS/+e4eUs0Rrn71Juxw/cIo8APKBY/WVSnCMbvu7TUajUajmYvjFUfHV4l7ghBChIUQ/yiE6BVCFIUQ9wshnlvH9q8TQjwohMgLIUaEEPcKIS5dzjFrNBrNiSIUsWhbm0IGErfk1b29EIKNl7TxvD/aQrwhxO9u38cDd+zDKU7f11BPll9/ew+JhjBXv2YToWj9EZ8gkJTyHi2rkkSTobq312g0Go1mPo5XHJ0ufqlfBd4N/BfwF0AA3CWEeNaxNhRC/D3wNWBbZdu/BfYC7cs1WI1GoznRKIGURsJRomahpJqiPOcPN3PWVZ0c2jHKT774JEf2jQMw0pvjvlt3E03aXPPaMxYV8ZFSUsq5NHbGiafrN4DQaDQajeZYiOO1YT3VqUR4HgDeLaX8VGVeBCV2eqWUV8+z7RWonk6vlFLefpzjWAPs379/P2vWrDmeXWk0Gs2y4To+A90TyEAuKrJTZfRIngd/sJ+JoRKrz26id88YoYjJta8/k1iq/oiPlJLihEtDe5SG1viix6XRaOqju7ubtWvXAqyVUnaf5OFoNMvOoiJHlTS1FUKI0yGn4WbABb5YnSGlLAFfAp4thOiYZ9u/AB6SUt4uhDCEEInlHapGo9GcXOyQSduaFIZh4BTrr0GqkmmPc/2bt7DpsjYObBvGCplc89ozFiWMAIpZj1RLlHRLbNFj0mg0Go3mWNQljoQQFwohfg5kgYPAsyvzW4UQPxNCXL8MYzxeLgB2SClzM+Y/iEoLPH+ebZ8LPCSE+AgwDmSFEN1CiNfPd0AhRIMQYk3tBKxc9F+g0Wg0JxArZNK6NolhiUWn2AGYlsF5z+ni+W/ZwvVv2ryoXkgAxZxDoiFEpi2GEKdLNrdGo9FoTkcWLI6EEOcD9wHrga/XLpNSDgBR4E1LObglogPom2V+dV7nbBsJITJAE/Aa4C3A/wFeCxwC/ksI8fJ5jvkuYP+M6b5FjF2j0WhOCpZt0rY6hWkZlAuLF0gA6dYYkcTiXOVKeZdI3KZxRQJhaGGk0Wg0muWlnsjRh4Fe4CzgfRxtxvAz4FR0cIsC5Vnml2qWz0Y1ha4JeImU8nNSym8B1wM9wIfmOeangLUzpqvqG7ZGo9GcXEzbUA1Wwybl/PEJpMVQLnjYEYvmriSGFkYajUajOQHUI46uAv6jkp42m4vDQeaIwpxkisBsuRyRmuVzbQewX0r5QHWmlLIMfAc4b64aJCnlmJSyu3ZCCSqNRqM5rTAtg9ZVSeyISekECiSn6KljdyUxTd2ST6PRaDQnhnp+cSKoupu5SB3nWJaLPlRq3Uyq83rn2G4EFXHqn2VZPypylj7u0Wk0Gs0pjmkZtKxOEoqalHLush+v2oy2ZXUS09bCSKPRaDQnjnp+dfYCF82z/DnA9uMbzrLwKHDmLFGeyyqPj822kZQyqGy7YpbFKwEfJaA0Go3maY9pqghSOG5RXEaB5Dk+vidpXZPCDpnLdhyNRqPRaGajHnH0TeCNMxzpJIAQ4n8DNwD/uYRjWyq+A9jAW6szhBBh4M3Ab6SUvZV5q4QQZ87Y9ttAlxDieTXbpoBXAb+VUs6VkqfRaDRPOwzToKUrSTRhU8w5S75/3wtwHZ+2NUlCkcX3WNJoNBqNZrHU8+vzSeB5wE+AHShh9M9CiBagHfgp8LklH+FxIqV8QAjxbeDjlZ5Ge1GuequBW2pW/TpwDdONJj6PElXfFUL8MzCKcq5rAP5q2Qev0Wg0pxiGadDclWT4cI7CRJloYmna3QV+QLng0bYmRTi2OGc7jUaj0WiOlwVHjqSUDkocvQdlVlACNgFDwF8CN1ZS0U5F/hD4dOXxX1CRpBdJKX8z30ZSygJwHXAH8A7go6i6q+uPta1Go9E8XTEMQdOKBPFUmGLWQcrZPHoWThBISnmPllVJosnTobe4RqPRaJ6uiOP9UdMsjEoj2P379+9nzZo1J3k0Go1Gc/zIQDLclyM/6hBJWItq0CqlpJh1aeyMk2qaq7OCRqM5WXR3d7N27VqAtRX3XY3maY22AdJoNBrNohCGoKkjQSIToph1644gSSkpTrg0tEW1MNJoNBrNKUHdFa8Vc4KNqOaoM28TSinl3y3FwDQajUZz6iMMQWNHAiEEE8Mlokl7wRGkYtYj1RIl3RJb5lFqNBqNRrMwFiyOKk5ut6PqjOb65ZOAFkcajUbzDEIYgkxHHIRgYqi4IIFUzDkkGsJk2mKLSsfTaDQajWY5qCdy9O9AF/Au4D6Uc5tGo9FoNAghyLTHEAaMD8wvkEp5l0jcpnFFAmFoYaTRaDSaU4d6xNGlwMeklJ9ZrsFoNBqN5vRFCEFDawwEjPfPLpDKBQ87YtHclcTQwkij0Wg0pxj1GDIMo2y7NRqNRqOZFSEEDS0xMm0xihMuMpgyaXCKHqZl0NqVxDS1H5BGo9FoTj3q+XX6FvCyZRqHRqPRaJ4mCCFIt8bIdMQo5pRAcss+AC2rk5i2FkYajUajOTWpJ63uA8B3hBC3oxqpdgP+zJWklAeXZmgajUajOZ1JtyizhZHeHIZl0r4uhR0yT/awNBqNRqOZk3rEkQs8CbwXeMk86+lfPo1Go9EAkGqOYpoCK2IRitTdPUKj0Wg0mhNKPb9UHwfeDWwFfo12q9NoNBrNAohnIid7CBqNRqPRLIh6xNEbgdullDcv12A0Go1Go9FoNBqN5mRRT1VsDLh7uQai0Wg0Go1Go9FoNCeTesTR/cBZyzUQjUaj0Wg0Go1GozmZ1COO/jfwaiHEK5ZrMBqNRqPRaDQajUZzsqin5uhTQBb4thDiMLCfo628pZTyuUs0No1Go9FoNBqNRqM5YdQjjtYBEqj2MVq19MPRaDQajUaj0Wg0mpPDgsWRlHLNMo5Do9FoNBqNRqPRaE4q9dQcaTQajUaj0Wg0Gs3TlrrblQshUsD1qDQ7gH3AT6WU2aUcmEaj0Wg0Go1Go9GcSOoSR0KItwL/D0gAojJbAjkhxP8npfzSEo9Po9FoNBqNRqPRaE4ICxZHQoiXAF9ARYo+CDxZWXQW8A7gC0KIASnlD5Z8lBqNRqPRaDQajUazzNQTOfpL4CngMillrmb+z4QQX0E1if0/gBZHGo1Go9FoNBqN5rSjHkOG84CvzhBGAFTqjb5WWUej0Wg0Go1Go9FoTjvqEUfiGMvl8QxEo9FoNBqNRqPRaE4m9Yijx4BbhBDxmQuEEAnglso6Go1Go9FoNBqNRnPaUU/N0SeA24BHhBD/AmyvzK8aMmwAXrG0w9NoNBqNRqPRaDSaE8OCxZGU8ntCiLcD/wh8hqk0OgHkgbdLKe9Y+iFqNBqNRqPRaDQazfJTV58jKeXnhBDfBJ4HrK3MrjaBHV/qwWk0Go1Go9FoNBrNiaIucQQgpRwDvr30Q9FoNBqNRqPRaDSak0c9hgwajUaj0Wg0Go1G87Rl3siREOL7de5PSilfehzj0Wg0Go1Go9FoNJqTwrHS6m6cZZ5k7p5HuteRRqPRaDQajUajOS2ZN61OSmnUTkArShhdP3NZZTJPyKg1Go1Go9FoNBqNZompt+ZIR4Y0Go1Go9FoNBrN0xJtyKDRaDQajUaj0Wg0aHGk0Wg0Go1Go9FoNIAWRxqNRqPRaDQajUYDaHGk0Wg0Go1Go9FoNMCx+xz9fzNmxVCmDH8ghDh/lk2klPKfl2hsGo1Go9FoNBqNRnPCOFafo0/OMf9tc8yXwCknjoQQYeDDwBuBDPAY8AEp5c+Osd3fAH89y6J+KWX7Uo9To9FoNBqNRqPRnDyOJY6uOyGjWH6+CrwS+BSwB7gFuEsIcY2U8ncL2P5tQKHmdXGJx6fRaDQajUaj0WhOMvOKIynlvSdqIMuFEOJS4DXAu6WUn6rM+zqwDfhH4OoF7OZ/pJRjyzVGjUaj0Wg0Go1Gc/J5Jhgy3Ay4wBerM6SUJeBLwLOFEB0L2IcQQqSEEGKZxqjRaDQajUaj0WhOMsdKq3s6cAGwQ0qZmzH/QUAA5wN9x9jHQSABZIUQ3wHeI6UcmWtlIUQD0DBj9mqAnp6ehY5bo9FoNBqN5qRSc91insxxaDQnimeCOOoADs8yvyqIOufZdhT4DHA/4ADPQdUfXSiEuExKWZ5ju3cxu5EDV1111QKGrNFoNBqNRnNKsRHYe7IHodEsN88EcRQFZhMxpZrlsyKl/PSMWd8RQmwDPgv8IfAfc2z6KZQJRC3rgJ8B16AiUZr6WAncB1wF6PBb/ejzd3zo83d86PN3fOjzd3zo83d8rALuBfad7IFoNCeCZ4I4KgLhWeZHapbXw78BnwCeyxziqGLeMFY7r6Zc6aCUsrvOYz7jqTl/Pfr81Y8+f8eHPn/Hhz5/x4c+f8eHPn/HR835c07mODSaE8UzwZChD5VaN5PqvN56dialDFBpeo3HOS6NRqPRaDQajUZzCvFMEEePAmcKIRIz5l9WeXysnp0JIWygCxg8/qFpNBqNRqPRaDSaU4Vngjj6DmADb63OEEKEgTcDv5FS9lbmrRJCnFm7oRCiZZb9vReVkveTZRuxRqPRaDQajUajOeE87WuOpJQPCCG+DXy80tNoL/AmlLX2LTWrfh1lllDby+iAEOJbqIaxZeA64JXAr4Fv1jmUMeBvmVGLpFkwY+jzdzyMoc/f8TCGPn/Hwxj6/B0PY+jzdzyMoc/f8TCGPn+aZxBCSnmyx7DsCCEiwN8BbwAywOPA+6WU99Ss80vgGimlqJn3H8CVqDS6ENAN3Ap8VEpZr5GDRqPRaDQajUajOYV5RogjjUaj0Wg0Go1GozkWz4SaI41Go9FoNBqNRqM5JlocaTQajUaj0Wg0Gg1aHB03QoiwEOIfhRC9QoiiEOJ+IcRzF7jtCiHE/wghxoQQE0KI7wkh1i73mE8lFnv+hBCvEELcKoTYL4QoCCF2CCE+IYRIn4hxnyocz+dvxn5+JISQQohPLcMwT1mO9/wJIV4nhHhQCJEXQowIIe4VQly6nGM+lTjO77/rhRC/FEIMCyFGhRC/E0K8arnHfCohhOgQQnxMCPELIUS28m/w2jq23yyE+LEQIlf5/H1NCNG8fCM+tVjs+RNCGEKINwshfiCEOFT597tNCPH+ipvtM4Lj/fzV7McUQjxe2f5dSz5QjeYEo8XR8fNV4N3AfwF/AQTAXUKIZ823UaXv0i+Aq4B/AP4auBD4pRAis5wDPsX4Kos4f8AXgM3AfwLvRFmrvxP4TcWA45nCV1nc+ZtECPFi4OplGd2pz1dZ5PkTQvw98DWUm+VfoNyc9gLtyzXYU5CvsrjvvxuBu1GOqX8NfBDwgVuFEG9ZzgGfYpwB/B9gJcooaMEIIVYCvwLWA+8HPgncBNxd6cf3TGCx5y8GfBloBv4NeBfwIMq46YdLO8RTmkV//mbwp8C6JRmRRnMqIKXU0yIn4FJAAu+qmRcB9gC/Osa2f4m6kLigZt6ZgAd8+P9v79zj7ZquPf79CSkhQbzrFdQj9Uyv4lZLNKm2XkWrfCiNRqtKK9qLltLUs58+iF6Pz1UUodQrCPXWlFCkId7iGYoQEiEJiZJx/xhzyco6a5+zzt7nZJ+cM76fz/zsc+aac64xx55rrzXmHHOsZvdtMdDf4JK8g1J7w5rdt66uv1z53sCzwImprVHN7tfioD/gC+n63avZ/VhM9XcL8BrwqVzep1LeP5rdt0Wow77ASunvPZM+B1esey4wG1gzlzc0tfG9ZvetK+sv/e59oST/xPZ8B4t7amT85droD0zP6W5Es/sVKVKjKVaOGuNbwH+AC7IMM5sLXAh8Mb1XqbW6D5jZI7m6zwB3AT3FtaRu/ZnZuJLsMelzYAfK2JVpZPxlHAksg8869zQa0d+RwAQzG5NcdJbrXFG7JI3orx/wjpnNy9WdB7wD9JjXJJjZLDObXmf1bwI3mtlrufbuxCc7esQ9pF79mdmHZnZ/yaEedQ9pcPxlnAy8iHtxBEG3IIyjxhgEPGNmswv5D+Evk92qrJKkJYAtgH+VHH4I2EhSnw6Us6tSl/5aIXNnertBuRYXGtKfpNVxd6bjzOz92r99oAAAFPZJREFUTpGwa9OI/oYAEySdBrwLzJI0RdIBnSJp16QR/f0D2FTSyZI2SOlkYCPgD50ibTdC0prAqtS+hwxatBJ1G3raPaQhJG0OHAr8FF81CoJuwZLNFmAxZw3cDaTI1PT56Rr1+uMuJFNLjk3FHyzWwPcvdGfq1V8tjsX3LVzXiFCLEY3q73RgMr5fpCdSl/7SnsCVgP3w8XYsMAM4HLhM0vtmNqasbjejkfF3Kr5X5njglylvNrCHmd3RYRJ2X7JVuVr3kFUl9TKzjxehTN2BY/DJjtubLchiwh+B683sXkkDmi1MEHQUYRw1xjLAvJL8ubnjtepRZ93uRL36a4Gk/YHhwOlm1t2Nyoy69Zciqh0E7GhmPXXGr179ZS50KwHbmdmDAJLG4PttTmSBe053ppHrdx7u/nU1rqtewA+AqyQNMbMJHSloN6TqPaS4qhfUQNJx+J6tQ83s3WbL09WR9C1872WPcEEMehZhHDXGB/gKUJGlc8dr1aPOut2JevW3EJK+hO9zuBl3E+sp1KU/SQLOAq41s/GdJNviQKPX70uZYQS+Z0bSNcCRkpYrcTfrbjRy/f4vHtDh82Y2H0DSVcCTwChg+44Ts1sS95AORNK+wCnA/5nZ+c2Wp6uTIsL+HjjLzF5stjxB0NHEnqPGmMoC94Y8Wd7rNerNwGf8atU1yt0luhv16u8TJG0J3IiHId23h7mR1Ku/vfAH0/MkDchSOtYv/d8TVi4bvX7fLDn2Ju4W2xPet1WX/iT1Bg4BbsoMIwAz+w8exW4bSTFx1zrZ/aGW/qf1sN/CupH0FeBSYCzuGhu0zY/wlfPLc/ePtdKx/imvp4STD7ohYRw1xiRgk5JIVdumz0fLKqUHgseBrUsObws810M2yE+iDv1lSNoAuBWYBuxqZnM6XMKuzSTq0986+LV/N/BSLgEcnP7esUMl7ZpMov7rdxKwZsnhtfB9SDM6RsQuzSTqG38r4V4LvUqOLZWOqSME7K6kCHVvUX4P2Qb/boI2kLQt7tY5AdgvDMrKrIO7F09iwf3j3nTshPT/Bk2RLAg6gDCOGuMa/GZ+SJaR3q59MHCfmb2e8taRtElJ3e0kDcrV3Rj4Mu6H3xOoW38p0trt+LtmvmpmPTG6UL36G4uvHhUTwE3p74c7Xfrm08j1ezWwdpp1zur2w0Mo329mPcGlqV79TQNmAnvnZ5eTkbU78ERaRQoSWUS/Qva1wB4pcl1Wbgge8a+n3EMqUaY/SQNxV+wpwO495JqtixL9XUjL+8eh6dhF6f9XF6mQQdCBqOfuxe4Ykp/8nsCZeHS57wKfB3Yys/tSmXH4xnfl6vUFHgGWxUPXfoSHwxSwVQe8e2CxoAH9TQK2BH6Lr8LlecHM/tnZsncF6tVfjbYM9yEf0YkidykaGH99gIn46tGZ+Pt5huNvnP+kbnenAf0dj+/xmIhHS+yF628gPoP/10XXi+YiKYvWNxDYH3+4fAmYaWZnpzJTAMxsQK7e2vg9ZAa+h2s54GjgFWAbM/tw0fSgudSjv3T/fRK/fo+jZdTFx8zssc6WvStQ7/graWdAqneUmY3qNIGDYFHQ7LfQLu4J3/z6O9wHfC7+jomhhTLjXNUt6q6Fz/C9C8zC986s3+w+LQ76w/dl1UoXN7tfXV1/NdoyYFSz+7S46A9/J8po/OH0A2A8sEOz+7QY6W9/4EHcsHwfeADYq9l9aoIOa/2OTcmVmZL/P5e/KXAbMCfpcTSwSrP71NX1Bwxo4x4ystn96sr6q9FOptMRze5TpEiNplg5CoIgCIIgCIIgIPYcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUEQBEEQBEEQAGEcBUGwmCPpYklWyBspydJb25shU8PnlzQstTG4tbwgaA1Jh0l6T9JKubwW10wnyzBG0t8X1fmCIAgaIYyjIKiApBUlfZAeTA9stjxB0F6SwbZns+XoLJLhOGIRnGeIpKsk/VvSPEmzJE2UdKqktQryWCHNkfSspD9KWrvQ7oBC2fmS3pU0WdKVkvaRtGQ7ZV0e+DVwpplN7xgN1MVIYEdJezRRhiAIgkqEcRQE1TgA+BTwEvC9JssStM0pwDLAy80WpIMZjffrnjrq/grYs0Ol6VoMA0Z0VuOSlpD0J+BOYBvgL8DhwLHApPT3wyVV/wgcmNL/AONT2fsl9S0pf0cqe1Bq+wZgC+Aq4EFJ67RD7B8BKwBnt6NOh2NmjwLjgBOaKUcQBEEV2jULFQQ9mOHA3/EHlVGS1jezF6tUlNTXzGZ1qnRNRtJSQC8zm9tsWQDM7CPgo2bL0dGY2cfAx82Wo4cyEjgEuAIYZmYf5g9K+hlugBa518yuyf1/nqSZwFHAUGBMofyzZnZZIe+YtCp2JnCzpEFpjNdE0hLAocAtZvZWa2UXEaOBiyR9zszKjMggCIIuQawcBUEbSPocsBVwCT5b/BE1Vo+SO8zFyfVmvKTZwNjc8a2T//3bySVnsqTji+4ykrZJ7Twr6f3kunOfpL3aIfcUSeMkbSLp5tTGu5KukbR6SfkBkkZLejPJ9oKk0yT1KZTL9tNsKukMSa8Cc4Htcq5EQySdKOnl5I74oKTtUv0dk27mSJoqqcVssqSdJf1V0oup/kxJt0vasWLfF9rzU+KyVEwjC/X3TTLOSvp/UNK3Ss6zhKRfSHpJ0lxJT0g6oIqMhXa+L+mZpPfn04OwSsqV7UNaOvV3cpJ1pqTHJf0u3/dU/Lv5fhf6e6OkV5IMb0u6XtIWJTK0d1z1k7ucPZ10ND3pdr9CuTUknZdk+FDS65LOl7RqBf1NAXYE1i18r3k97SDpjiTrB5IeljS8rbZT3VWBo/GVyO8VDSMAM5tpZkdVaQ94PX22aKcWZjYKuBzYDNiv9dKAr26tC/ytSvuSlpF0Q9L9ASlvcNLjMEk/SmNsbhpfu6Uym0u6Vb6vabrcZXCpklPckj6/XUWeIAiCZhErR0HQNsOB2cC1ZjZH0k34Q+aJZja/pPzWwDeBP+EGFQCSdgWuA54H/gDMAP4bOAk3vvbJtbEXsAnuSvMysBLwXeA6SQeY2V8qyr4m7s4yBn+42xKfTe4H7JyTbV3gIWB54FzgOWAw8Atge0lDSmaqLwc+SH0xYCowIB37DdALOAvoDfwMuF3SQcCFwPmp/reBkyS9VJgtHwb0By4FXk39OAS4S9JOZnZvxf5nvIW7KhUZBgwB3swyJJ0CHA/cirsBzce/j6slHWFm5+TqnwEcibu5nQmsCpwDVFpVTOcbkeo+ChwH9MHdr6ZVbOIc3Fi/NMmzJLAh8OV0POv7aOBeXPdFjgCmp2NvABsAPwDuk8/0P1coX3VcrYC7kW0KXAOch4+LQcBuwJWp3DrAP/GxciHwAvAZ4DBgJ0lbm9m7rehgBHA6sDK+IpPxdGp/9yTrG/h4nYUbGBfIV4GPb6VtgF2BpYFL61gd7Stp5fT3cvjvw9H478Dd7WzrAtzFd1eguLpUJJtIeKitRuXBGsbihtcuZnZnocjhwIrp/HOBnwBjJO2D/85dAVyPf/c/xsfuKfkGzOyNZMQObkueIAiCpmJmkSJFqpHwB6J3gItzed/AjYGvl5S3lIaWtPMG/hC9ZOHYUanO4FzesiVt9wEmA09VlH1KavfbhfxzUv7GubzLU94uhbK/S/nDc3kjU964kr4MS8ceBnrn8vdI+f8Bts7l98aNqn8W2inr/2rA28DfCvkX+0/ZQnmZjANa0c9uuIvadYBS3udSvdNKyl8PvAf0Tf9vjBtOd+EuheTamN/W+VPZFYA5wFNAn1z+WrhBXhwXw0ryZhR1UuNclh/HFfQ9EJgHnNvAuDo35f2gpP0lcn/fgD9Qr1UoszW+UjuyQv/GAVNK8nvhEwwzgU8Xxt59aQxs2Ebb2QTA3lWuvcJ3VZbGA6sXyg9Ix85upc3+qczECue/JJXtV3Lsk2smnfcZ/DocVCg3OLXxGrB8Ln+LlD+/qBNgIjC1hkx3ArOq6jBSpEiRmpHCrS4IWmdv/AH2klze3/DZ+FqBGR61ljOvX8Ef7v8MrCBp5SyxwO3lkxl3M5uT/S2pT5rZ7YPPNA+U1K+i/K+b2VWFvGy2esPU/hK48fKImRVdcE5nwcpJkVFWe9/Debaw61G20vOgmf0ry0xlHspkyeXn+79c6v/HwIPAtjXOWRlJW+Gz3Y8A3zGzzMXsAPyh75L8d5S+pxuBvvhqH7iRLOAM871AmewP45vqq7Az/r2eY2bv59p4FTdYq/AusKmkzSqWb0Gmbzn9Un/fwo3xMn1XHVf7AU+bWYvVKkurrvKIarvh+p1b0PkUfIVl52L9dvBfwDrARWaWubNlY++3uHv5N9poI7ve3qvj/Cfh1/9X8IAYJ+HGxc2SVmxnW9n5q1z/qwAfmVlNmdN1cD8+jr9gZo/UKHqx5VbuzOyxJMvrZnZdoex4YHVJy5W0Mx1YTtIyFeQPgiBoCuFWFwStMxx/SHxV0mdy+bcD+0ha2czeLtR5tqSdgenzolbOtVr2R9rjcAr+0Fa252IFqj2olbl3ZSF9s/eerIK7+zxZLGhmMyRNBdYvaaesn6XnNbN3JIFH+yvyTk4WACRtAJwKfBXv60LNtXLeNpG0JnATvpKwe94owb8n4TPptci+p0wnZWWfotoDfVttVGEE7jL3uKQX8cAhY4GxVu722QJJg4CT8ZWCZQuHy76zKuNqZdwV69Y2Tr8xbqAMT6mMym6KJayXPluM71xe2fjOk11rZdHl2uLxwmTJDZKewl0KjwV+3o622mOkVblO7sFdDLcv+R3LU6b/d4B/18gHHwezC8eyfXQNXcNBEASdSRhHQVADSesBO+E39FqGwHeAUYW890vKZQ8FR+Nhf8t4PZ1XuPE1EN+z8y98deBj4GBgf6oHU2ktslmLDf/tpKyfbZ23zUhracb5HvwhfRTwOP4ANx/fA/XlmpXbbntZ3HBYHviimU0tFiG5TLYia9lDdtMwsxvkgSd2wfeZDMWNjHslDbWS4AF50n6fe/AH7pPx1aI5uB5G4YZzkY4cV1n5y1h4hTbPB+1ss6N5In0OomV0uXq4LX22dyxnATImVyj7FrCkpOWt9n6tv+B7xX4CnNhKW/Vcz2XjoD8w27pIVMsgCIIywjgKgtocjN/gv4+vMhQ5BXetG1WhrWxD+5wSl7siW+Ab3E8ys1/lD0g6pMK52stbuPGxafFAcvtZg9oGXWcwBPg0HhXszwV5Timv0jbJzesKXLffMH/3SpHngK8Br5jZ0200mc2mb4IHEMjz2Ypi5du4q842MLMZuHFxWTKufwMcg688Xt1G9b1wA2gPM/t7/kByZ5xXVY4Cb+OrCFu2Ue553BDrXeHaaI1aqxGZjluMbxbouK2VqZvxQAQHSjrVzOrVSUYWza29K1HZ9X9zhbKZQbchPsFSxmH4PsATJPU2s/asYtXDZ3JyBUEQdEliz1EQlJAepIfhLjEXmNk1xYQ/aG8u6fMVmrwN33D+c0n9S863jBa8EDKbjVWhzGaU7/1piOR6NRYYJOlrhcM/x38nOmK2vCq1+r8zje03OgPYHfiZmd1Uo8zo9HmapF7Fg5JWy/17I/5A/tN8WXno96EVZboDXxU5XLmQ6ZLWwlcIW0VSrxQR7hPS/qls70h+rM0u/J9RS9/fB1qE5q5KGldXAJ8tC5mdjDjMbDq+725vpXDvxXKSVqlwytnAilm7OR4GXgEOVi7UeAo3fTT+Hd7QRl+m4cFJBuAR7nqXyNlP0pkV5IQFL+OdWLE8ko7E98Q9Bvy1QpVx6bOFTjPM+TEeLfFYSX+oKk97SbpfF/hHZ50jCIKgI4iVoyAoZ2dgbTyscC2uxaOiDQcmtNaYeQjwg/CIZ5MlXYTPmK+ArxrsjRs+4/Dww0/iL37MItRthLu/PI5vMO9ojsM3jF8v6dwk2w7AvrjLVS13p85gPCnkcnIXexUPdX4g3v/N29ugpK/jIbefAt6W9J1CkcfM7DEzmyB/59FIYJKkq3F3xzVwve+CRznDzJ6RdA4eBvtuSdfi+8OOwMNyD2pLrrQX6wTg98D9ki7FAzT8EF/FaquNvsBUSTfiBtE0fI/NYfiqzdhc2QeAoZKOxY0FM7Mr8ffPvA+MlnR2qrd96usLNHaf+CXuOnZBMm7H40bYoNRuFl79sHTsnqSDR3CjfH189etS/DtpjQfwwA5nS7ofN/ruNrNpko7ADfwJks7HV0r3xQ2H06xlqPIyRuLj4BDgi5KuxK+T3iwIxf8hC4cSB/iSpKXT333wcXQw7sZ4asl5NsqNzz54WPXd8FWuicCerQRCyTMRXxHbBTi7tYJm9lNJH+IG0lJm9pMK7beXXdJnWyuZQRAEzaXZ4fIiReqKCb+BG7B5G+Um4y53y6T/a4ZLTsc3w92fXsMfpN7Eo0WdAPTPlVs3yfAW/uD6EG48jaRCiOjUxhRgXEn+4NTGsEL+evjKybQk24vAaeRCTKdyNWWgJNR07lipbigPxb0FvpH/HfxBdhzwpRply/IWkpHWwyobhVDR+HtkbsPDZM/DN57fAvywUG4J/J1IL6dyT+Cz+5W/p9TOoWkszcMfuEfgD9DFsN0L6Rd/MD89jY/pqf4UPPDHhoVzbIjvZXsv63fu2A64cTILH88342N1HIXw2HWMqxXwqHDPp3E1HY9eWAwFvjK+OvMs7sI2EzeGzwI+W0GHffDJjDdxw6ioux3xlbr3UvuPkAtR347fhqH4tflq6s8s3BA5GVij5LvKp4/wa380sFGh3QGFsvOTrM/iwRv2oRA6v4Ksx6RzrtbWNZPyT07nPg83Yku/0zbGwUhKxj4eKGRCe/UdKVKkSIs6Ze/2CIIgCIKgG5FC/j8H/MnMftlEObbC3Rv3NLMbmyVHEARBFcI4CoIgCIJuiqQf4it365nv72qGDNfjL5HdqRnnD4IgaA9hHAVBEARBEARBEBDR6oIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCIAwjoIgCIIgCIIgCAD4f1GMkCB91YlIAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='avg_realD_frac_osmD',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel='Home-work trip straightness\\n' + r'$(d^{EUCL} / d^{OSM})$',\n", + " # title=r'Per area home-work $D^{EUCL} / D^{OSRM}$ distance vs. norm. distance to CBD',\n", + " xlim=[0,1.4],\n", + " ylim=(.5,1.),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_fraction_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "f676f841-e576-4d24-ad30-e9d0e0a54f21", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel='Home-work trip straightness\\n' + r'$(d^{EUCL} / d^{OSM})$',\n", + " # title=r'Per user home-work $D^{EUCL} / D^{OSRM}$ distance vs. home distance to CBD',\n", + " xlim=[0,80],\n", + " ylim=(.5,1.),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_fraction_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "f8f90a65-ed76-414d-b101-d3e9c05bfbf4", + "metadata": {}, + "source": [ + "### Home-work distance ratio (Euclidean/osrm) vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "bef5489f-182c-4651-a0bb-9e73803adcd1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='avg_realD_frac_osmD',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to BD closest to work (km)',\n", + " ylabel='Home-work trip straightness\\n' + r'$(d^{EUCL} / d^{OSM})$',\n", + " # title=r'Per user home-work $D^{EUCL} / D^{OSRM}$ dist. vs. home dist. to BD closest to work',\n", + " xlim=(0,80),\n", + " ylim=(.5,1),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_dist_fraction_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "423e24bb-5dbb-43ae-aed8-30a37e1545fd", + "metadata": {}, + "source": [ + "### Home-work duration vs. distance to Central Business District" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "81cda635-7821-4b7c-bf04-804145081acc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='time_trips_hw_avg',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel='Home-work trip duration (h)',\n", + " # title=r'Per area home-work $t^{REAL}$ duration vs. norm. distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(.5,3),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_real_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "007bd690-2328-4b7b-968f-74200fd8b34c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='time_trips_hw_avg',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel='Home-work trip duration (h)',\n", + " # title=r'Per area home-work $t^{REAL}$ duration vs. norm. distance to CBD',\n", + " xlim=(0,1.4),\n", + " ylim=(.5,3),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_real_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "4ab08c25-8830-423d-ae0c-9e22063010af", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='time_trips_hw',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel='Home-work trip duration (h)',\n", + " # title=r'Per user home-work $t^{REAL}$ duration vs. home distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(.5,3),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_real_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "148d1678-857f-4115-b19d-15e352a7a15e", + "metadata": {}, + "source": [ + "### Home-work duration vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "f2758a75-f6ef-4c9d-a8f7-b49271d76f80", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='time_trips_hw',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to BD closest to work (km)',\n", + " ylabel='Home-work trip duration (h)',\n", + " # title=r'Per user home-work $t^{REAL}$ duration vs. home dist. to BD closest to workplace',\n", + " xlim=(0,80),\n", + " ylim=(.5,3),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_real_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "a3efbf31-72f8-4181-9003-0a339bb08a97", + "metadata": {}, + "source": [ + "### Home-work duration ratio (real/osrm) vs. distance to Central Business District" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "b1748816-212e-4342-a6c7-40c5d956af04", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel='Home-work trip congestion\\n' + r'($t^{REAL} / t^{OSM}$)',\n", + " # title=r'Per area home-work $t^{REAL} / t^{OSRM}$ duration vs. norm. distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(0,17),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_fraction_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "ac5c8fb7-ceb2-41c2-b558-08a0f145ccbd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='avg_realT_frac_osmT',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel='Home-work trip congestion\\n' + r'($t^{REAL} / t^{OSM}$)',\n", + " # title=r'Per area home-work $t^{REAL} / t^{OSRM}$ duration vs. norm. distance to CBD',\n", + " xlim=(0,1.4),\n", + " ylim=(0,17),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_fraction_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "dba0de96-6eb5-4f19-b45e-014d5e7e97ae", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel='Home-work trip congestion\\n' + r'($t^{REAL} / t^{OSM}$)',\n", + " # title=r'Per user home-work $t^{REAL} / t^{OSRM}$ duration vs. home distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(0,17),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_fraction_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "c5868ae9-32d9-49b6-8b65-035fbc5728d3", + "metadata": {}, + "source": [ + "### Home-work duration ratio (real/osrm) vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "c44a430b-8fb7-4261-adb4-9b02203afaa8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='closest_cbd_dist_bin',\n", + " y='avg_realT_frac_osmT',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to BD closest to work (km)',\n", + " ylabel='Home-work trip congestion\\n' + r'($t^{REAL} / t^{OSM}$)',\n", + " # title=r'Per user home-work $t^{REAL} / t^{OSRM}$ duration vs. home dist. to BD closest to workplace',\n", + " xlim=(0,80),\n", + " ylim=(0,17),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_duration_fraction_user_cbd_closest.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "8a1bf1f2-b0a9-4b3d-8449-60af487f1691", + "metadata": {}, + "source": [ + "### Home-work travel speed vs. distance to Central Business District" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "deba9335-b38e-457b-9e3b-efa85ffe463f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin',\n", + " y='speed_trips_hw_avg',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area distance to CBD (km)',\n", + " ylabel=r'Home-work trip speed (km/h)',\n", + " # title=r'Per area home-work $v^{REAL}$ speed vs. norm. distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(0,50),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_speed_real_area_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "88f26360-e3b9-40ef-a743-088309c7c1c7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Z2dnZs7/0pS9Vvffee96eHveBBx4o+NGPfjSqtLR0Zn5+/myg32OIbaXTkOGhjjVFNyil6rXWjyilCoHXgTHAV7XWnw7VRIUQQoh+i7bBhoUwZj9weoZvGqEE8XgSX852l+1uxeU1CbXGyC/1SWMGIYbZM888U3jMMce0OhwOTjvttJbTTz994hdffOGeOXPmVp9g3HTTTeWGYXDhhRdubG1tdfzxj38cccYZZ1R+8cUXy3ob+8EHH8z/3ve+N/60005reuihh9YahsHy5cvdL7/8cv5xxx3XWllZGdu0aZPz4YcfLjniiCMmL1y4cHFFRUWi6xg33HDDSI/HY1144YUbA4GACaQ9htginVbeaK1v6AiQ7ldKJYHLsVt8H6W1/nCwk1FK/Qy4CVigtd6727l5wM3AHMAPPA5cqbUOD/ZxhRBC7Gba1kK0HVrWwIipwzIFrTWtm8K43OlljcBuzKDRRIJxsvOHL7gTYk/32muvZdXX17vOOOOMFoATTjjBn5ubm/rLX/5SdOutt67vem0ymVQLFy5c6na7NUBhYWHy6quvHvPRRx959t1332j3sf/85z8X/PCHP6w866yzGh944IF1ncf33XffSHV19SLT3PLacd555zXPnDlz+t133118yy23bOj+uB9++OEyn8+nBzqG2CKt4KjDj4Fy4G9AGPia1vq/g52IUqoMuAoI9XBub+DfwGLgUmA0cBl2YHbcYB9bCCHEbiQRgUAD5I2E9jrIHQne/B0+jWgoQSKSwps7sLXbTreJvylKVp67o4udELuWy59aMGbFxoBvuOcxqSwnfMvJs9Zt/8pt/fWvfy0qLS1NHHHEEUEAt9utjzrqqNann366sHtw9K1vfaupMzACOPTQQwMAK1ascHcPju6+++7Ciy++uPK8887bdM8999R1Pef1ejePkUwmaWpqMnNzc62Kioro559/vs3387TTTmvqGhgNZAyxRa/BkVLqrD7u9wpwGPAMUKGUqug8obV+eIBz+S3wMfY6qPxu524AmoEva62DHfOrAe5VSn1Fay1d8oQQQtgCm8AwQBng8kHjchi9r31sB9Ha3tfI6Rn4YzqcJpFAgng0hds7kM8yhRCDkUgkeOGFFwrmz5/vX7Jkyea1QwcccEDoiSeeKH7zzTd9hx566OYKpnHjxm3Vg7+4uDgF0NLSstUPcG1trfuiiy6qPOGEE5q7B0YAqVSK66+/vvSBBx4ora+vd6dSqc3nCgoKtunUUllZuU3v/3THEFv09Wr7IKCBvj6uOqvj1kkDaQdHSqn9gG8D+wC3dTuXC3wVuKUzMOrwMHArcCrSQlwIIQSAlYLWavDk2n93ZUGwEQIb7UzSDhILJ4mFk/hy01tr1J1hQqg1JsGR2CUNNFuzs3jmmWdyW1tbHc8991zhc889V9j9/F//+teirsFR1xK2rrq35R8xYkSioKAg+eqrr+Z/8MEH3v3333+r7jFXXnll+S233DLylFNOaTr88MPri4uLU4Zh6Msvv3ysZVnbvC/3+XxW92PpjiG26OvV9tAdMQFl1wrcCTyktf68h9KBGdjz/LjrQa11XCn1OTB7R8xTCCHELiDcAlYSjC6/3rx50LQCsorBMbhgpT82Z40GsNaoO5fHQbA1St4IL6YpjRmE2JH+9re/FY0YMSJx4403bhPkPfLII4XPP/98QTKZTDsA9Hg81muvvbbyoIMOmvy1r31t0n/+859l06dP39zc4bnnnivYf//9A0888URt1/tdcMEFZn+zPpkYY0/Va3CktX5rB83hLGAqcHwv58s7vva0cGwDcGBPd1JK5bNted7otGcnhBBi19FaDc5u5fSmC3QQWmugZOg3t4+Fk0RDiUFnjQCUodBaEw3EyZLGDELsMIFAwHj99dfzTzjhhOZzzjmntft5r9drnX766fnPP/98rtPpTHvH5uLi4tTrr7++Yv78+VOOPPLISW+//fayCRMmJABM09Tds00PPPBAQUNDg3PcuHH96vGfiTH2VMP6MZRSKgd7rdFvtda9dc3o7Mfe0z9ktMv57i4Bqrvd3hnwZIUQQuzcYgG7Q52rh7XG3nw7OIoFhnwa7Y1hnK7M/Xp1uk3am7ZpdCWEGEKPPvpofjgcNo477rj2ns4fe+yxfo/HYz3yyCPblNv115gxY5KvvfbaCsuy+OpXvzppw4YNDoAjjjii/cMPP8w5+eSTK373u98Vn3322WMuvfTScaNHj+53UJOJMfZUvb56K6W+q5RK+9VdKWUqpc7r5+VXAXHg931c01mH2dMmWp4u57u7Dajsdpvfz3kJIYTY1fjXb11O15Uy7P2OmlbYG8QOkVg4QTSYxOnJ3Bohh8skEUkSj0oljBA7yuOPP17o8Xis4447zt/T+ezsbH3ggQcGXn311fxoNDrgNTxVVVXxl19+eUV7e7vj8MMPr2ppaTFuuOGGDd/73vc2vf3227lXXXXVmIULF/r+8Y9/rCwvL+/33kSZGGNPpbqn3DafUKoNaADuAB7TWjf1OZBSI4AzgB8BRVrrgu1cXw7UAFcDT3Q59RiQCxwDtGOX3L0LnKS1frrbGO8ALq31/n09VpfrK4Dq6upqKioq+nMXIYQQu4JkHKrftjNERh9rfYKNMHI2ZJcMyTQ21fhJxJK4MhgcgR10ZRd4KCjLyui4QmxPTU0NlZWVAJVa65qerlmwYEHNrFmz+nyfKMTOZMGCBcWzZs2q6OlcX6/eVcBvsDvC/U4p9THwIbAaaMHuYlfYcd0BwN4d97sfuKYf8xoBuLA3fb2ph/PVHcdvBJLYnew2B0dKKVfHYz7aj8cSQgixOws1ArrvwAjsLnYNS8FbAGZmA5h4JEk0EMebgbVG3bk8DgItUfJKvBjSmEEIIYZMXw0ZGoHzlVLXAd8HTgYu7uXyxcD1wL19rB3qrho4oYfj1wNZwE+AFVrrdqXU68CZSqkburTzPhPIBp7s5+MJIYTYHWltrydy52z/WofbXnfUXgeFFRmdRntjBNM5NIGLMhTagkgwQVZeT1XmQgghMmG7H5tpreuxS9+uVkqVYpe5lWDvadQILN5eyV0v47YDz3Y/rpS6BEhqrbue+yXwP+A/Sqn7sLvO/RR4SWv9erqPLYQQYjcSbYNECLL6WSrnLYDmlZBd2nPzhgGIR5OE/TE82c6MjNcTp9sg0ByR4EgIIYZQWjUFWusG7HVIO5TW+lOl1OHYZXa3An7gXuDKHT0XIYQQO5m2teBIo821Ydoldc2roHxmRqbgb4pgmAY97NWXMQ6XSTgQJx7N/JomIYQQtp3u1VVr/eVejr8LHLRjZyOEEGKnlohAoAGyitK7nzsPAhshbzT4BtyJF7CzRsHWGN6cocsadTJNg1BbDFfZTvfrWwghdguyqlMIIcSuK7AJDAPSzdgoBe4suzmDZQ1uCi1RTIca0qxRJ6fHJNAaxUoNbs5CCCF6JsGREEKIXZOVgtZquwPdQDh9EA/Z+yMNUCKeItgSxeXdMZkcw1DoFERDsueREEIMBQmOhBBC7JrCLWAle9/4tT98BdC8ApID2zQ+0BQd8rVG3TlcBv7m3vY/F0IIMRgSHAkhhNg1tVbb2Z/BMBx2K/CWNWnfNRlPEWiN4PJuZ2+lDHO6TWKhBIlYaoc+rhBC7AkkOBJCCLHriQUg2p6ZVtzeArvjXbQ9rbsFWqIYasdmjToZhkGwPbrDH1cIIXZ3EhwJIYTY9fjXD66criul7CCrcbmdReqHZCKFvzm6w7NGnZxek0BzFMvq33yFEEL0T6+/WZRSbwxgPK21PmwQ8xFCCCH6loxD2zrw5mduTFc2BBsguAlyyrZ7eaA1ilKgjB2fNYLOxgyaWCiBN8c1LHMQQojdUV8fu40Hun8klQUUd/y5reNrfsfXJiCYqYkJIYQQPQo1AtrezDWTvPnQsAx8RWD2vmdRKmERaIri3kEd6nrjcJn4m6MSHAmxC9pvv/0m+/1+c9myZUuGey5ia72W1WmtK7TWlZ034DAgAtwOjNRaF2qtC4GRwB1AuOMaIYQQYmhoDa014M7J/NimC3TSXn/Uh2BrFPTwZY06Od0m0WCCRFwaMwgxVO64444ipdTczpvH45kzYsSImV/+8pcn/v73vy8Oh8PD+0IgMi6dj71uBf6ntf5J14Na643AJUqpso5rjs/c9IQQQoguom2QCEFWydCM7y2A5tWQPQLc2ducTiUt2hsjuHzDmzXqpAxFuC1GXmkGGlMIIXr185//vH7s2LHxeDyu1q9f73rjjTdyf/rTn4774x//OOLFF19cWVVVFR/uOYrMSOfV/cvAz/s4/x/gt4OZjBBCCNGntrXg8Azd+MoAhxuaVsLIve1mDV2E2qJo7DU/OwOXx8DfEiW32DvsmSwhdmdf//rX2+fNm9d1g7EN9957b8H3v//98SeeeOKEBQsWLDUM6XO2O0jnX1EDe/Vxftog5yKEEEL0LhGBQIPdPGEoeXLtdU3hlq0Op1IWbQ0R3MPUoa4nhmmQSlpEw4nhnooQe5zvfe97raeddlrjokWLfM8++2xu5/F77723YK+99prqdrvnFBYWzjr11FPHbdiwoceExEcffeTZb7/9Jnu93tmlpaUzr7rqqhFdz0ejUXXJJZeMnDZt2l45OTl7e73e2XPnzp38/PPPD0FtsYD0gqNXgR8opc5SXTZ1ULbvABd0XCOEEEJkXmATGMY22Zwh4cmBhqVgbVnPE2qLobXGMDP36XBTXYD6Fa2DGsPpNAg0y55HQgyH73znO80Ar7zySi7Ya5TOP//88W6327r66qvrTjnllOZ//vOfRYcccsik7uuT2traHMcee+ykGTNmhH/1q1/VjR8/Pvqb3/xm9BNPPLE50GptbTUfffTR4nnz5gWuvvrq+ssuu2x9S0uL48QTT6z63//+592xz3bPkE5Z3aXAvsBfgN8qpVZ2HK8CRgDrOq4RQgghMstKQWu1ndXZERweiDVBex0UjMNKWbQ1hDPaoS4aSvDfJ1eRSmm+flEuDtfAMlIOt0kkECcZTw14DCGGxLM/GkPDkuFfEFc6Nczxd68biqHnzJkTBaiurnbHYjF13XXXjZ48eXLkvffeW+71ejXA3LlzQxdccMH4W2+9teSXv/xlQ+d9N23a5LznnnuqL7jgghaAiy++uGnMmDEzHnjggeJTTz3VD1BSUpJcu3btQo/Hs7mD9MUXX9w0ZcqU6bfddlvpvHnzaofiee3J+v3xl9a6DtgbuAloBfbruLV2HNu74xohhBAis8ItYCUyt/Frf3jzoXklJCKE2uNoK3NZI601n75cSzyWIpWwWLds4NkjpRTKUITaYxmZmxCi//Ly8lIAwWDQeOedd3wtLS2O733vew2dgRHAd7/73dbS0tLEyy+/nNf1vtnZ2anvfe97m+t3PR6PnjlzZmjt2rXuzmMOh4POwCiVSrFp0yYzkUioGTNmhBYuXJg19M9wz5PWbxmtdTvwi46bEEIIsWO0VoNzB78PMBygHFiNq2j3j8LlyVxgtm5pK/Ur2pjx5VHUfNFMzRdNVM4s3v4de+HymASao+QWSWMGsRMZomzNzqS9vd0EyM7OttasWeMCmDp16lZ1rqZpUlFREa2vr99qU7Ly8vJ49yYO+fn5qWXLlm31YnPnnXcW3XnnnSOqq6s9yWRy8w/4qFGjpEPeEJC2GkIIIXZusQBE28E1DNU5nlzCGzaQCvsxHZn5lRkNJfjs1bUUlmcxaf8yKmYW0bQuSLBl4OuG7MYMmlg4mZE5CiH655NPPvECjB8/Pu3UbX+62/3hD38ovOiiiyrGjRsXu+2222qeeuqplc8888yKAw44IKC13u79RfrSeqVXSo1RSj2glKpTSsWVUl/pOF7ScXzfoZmmEEKIPZZ//Y4tp+vC0tAW8OCK1Nkb0A6S1ppPX6klGU+x77EVGIZi3PQiUFCzsHlQY5tOhb85sv0LhRAZ8/DDDxcCHHXUUe3jx4+PAyxZsmSr/QYsy6KmpsYzkEzP008/XTB69OjYK6+8svpHP/pRy0knneQ//vjjA7FYTBIcQ6Tf31ilVCXwMXASsBjYvOpTa90I7AOcl+kJCiGE2IMl49C2DtzD07U2ErJIKQ+mDkOoadDj1S1tpX55G9PmjyS32G405c1xUVaZS82iZrQ18ADM2aUxgxBi6N13330Fjz32WMnMmTNDxx9/fGD+/PnhwsLC5P33318SjUY3l789+OCDBQ0NDc6jjjqqPd3HME377XbXLNEbb7yR9fnnn8t6oyGSzkdxvwEsYDoQARq6nX8ROC5D8xJCCCHs/YbQYOz4Lmxaa9paLFxuwMiBtlq7SYPpHNB40VCCT19dS0G5j0n7l211rmJmMe8/u4aGWj8jKvN6GaFvSilQirA/vjnwEkJkxnPPPZf3+eefexOJhNqwYYPz3//+d97HH3+cXVVVFfnHP/6xGsDtdutrr7227uKLL6448MADJ5988skt69atc/3lL38praqqivzkJz9pTPdxjznmmLZXX301/4gjjphw9NFHt1dXV7v/+te/lkyYMCEaDoclezQE0gmODgfu1FqvU0oV9XC+FhidmWkJIYTY42kNrTXDljUKhywScfBlKcBhz8dfDwUVAxrvs1fX2uV0X6vE6NY0YWRVPk6PSfUXzQMOjsBuzOBvjpBT6JHGDEJk0E033TQKwOVy6by8vOTUqVPDv/vd72q///3vN/t8vs1pnYsuuqjZ4/FYt956a/l11103OisrK/WNb3yj+bbbbqvvel1/XXjhhc0bN250PvzwwyXvvvtu3oQJEyJ//vOfq5988smC999/XzaCHQKqv4u5lFJR4Mda6/s6gqNG4HCt9Rsd5y8GbtBa77RpPqVUBVBdXV1NRUXFMM9GCCFEnyKtUPcRZJXs8IfWWrNhbRIUOBydQYaGaBuMmAGu9H7VrVvawvvPrmH6IaPYa155j9d8+kot1V80cdyFswbVGS/iTzBifC6erIFluIToqqamhsrKSoBKrXVNT9csWLCgZtasWYOvOxViB1mwYEHxrFmzKno6l046bh0wrY/zBwCr0hhPCCGE6F3bWnsz1mEQDWvi8a6BEYAC0w2ttZDG57/RUIJPX1lLQZmPyQeU9Xpd5cxirKRm3dKB73kEdmOGwCA63wkhxJ4sneDoaeBcpdT0Lsc0gFLqJOAU4IkMzk0IIcSeKhGBQAO4snf4Q2utaW1O4XL1cNLpg1g7RFp6ONmzzeV0x25bTtdVfpmP3BIvNV8M7gN4p8ck1B4jmZDGDEIIka50gqPfAHXAB8Aj2IHRFUqp97CDogXA7zI+QyGEEHuewCYwDFA7ft1MNKJJxDQOZy+P7cqx10JZ299TaN3SFuqWtTL14JHklfTdJEEpReXMIlrWh/A3Dbwlt1IKhSLil/0hhRAiXf0OjrTWfuBA4D7stt0K+CowGfgDcKjWWvL4QgghBsdKQWs1eHJ3+ENrrWlrTvUeGIHdrc5K2gFcH2Jhe7PX7ZXTdTV2WhHKUIPOHrm8Ju3NEWSTSCGESE9aLQC11n6t9cVa6xJgBFAGFGmtL+wInoQQQojBCbeAlRiWjV9jUU0sonG6tpOxcudAex0kev9M8NNX1xKPbr+critPlpPyCXnULmrBGsSeR6bDIBm3iIW3n90SQgixxYD7o2utG7XWDVo+lhJCCJFJrdVpd4PLlLZma/uBEYAywHTYTSN6ULeshbqlrUw7uHy75XTdVcwsIhpKsGlN2vtFbsXhMAi2SkGHEEKkI63gSCmVo5S6Rin1rlJqpVLqwI7jxR3HpwzNNIUQQuwRYgGIttuND3awaMQiGulncAR2s4hIC0S3LpyIhe3udPlplNN1VT4hD7fPQfUXzWnftyu7MUOcVMIa1DhCCLEn6XdwpJQqAT4GrgaKgPGAF0Br3QR8Bzh/COYohBBiT+FfPyzldADtLRbOvtYa9cTpszNdeksA8llHOd1+X6vAMNMv0DBMg7HTili/so1YOJH2/TsppQBNOCCNGYQQor/SedW+HnuN0f7AfOyGDF39EzgsQ/MSQgixp0nGoW2dvZ5nB4tFNdFwGlmjTg43JKMQbACgblkr65a2MvXgcvJKB579qpxZhLY0axf3v2V4T1weB4GmqDRmEEKIfkonODoW+IPW+lN63v5uDTAmI7MSQgix5wk1AhoMc4c/dHtrCtMxwLbh7hxoW0fMH+bTV2rJH+FjygDK6brKK/VRUOajZuHgSutMh0EiniQekcYMQgjRH+kER8XAqj7OW8DwbGUuhBBi16a1vXfQMGSN4jFNOGDhcg8wOFImoPjs5VUd3ekGVk7XXcWMYto2hWnbFB7UOIZpEGyNDXo+QgixJ0jn1XsjMKGP87OBntv2CCGEEH2JtkEiZJep7WDtrSkcA80adajb4GHd6jhTDygifxDldF2NnVaIYWZmz6NgW4xUUhozCLG7OemkkypycnL2zuSYSqm5l1566chMjrkrSSc4ehH4rlKqvPsJpdT+wFnY646EEEKI9LStBceOLz7ozBo5BxGTxaKaT/8bI78QplQF7CxYBri8DkZW5VO7uAUrNfDAprMxQ8QvjRmESNcdd9xRpJSaq5Sa+/bbb2/zyUc0GlV5eXl7K6XmnnTSSRXDMEWRYekER9cBSeAz4EbsdUffUUr9HXgbWA/clPEZCiGE2L0lIhBosFtj72D+1hSGqToCiIH5/L0o8Zhm30N8GMkQhAa3TqiripnFxCNJNqwa3J5HLrcDf4s0ZhBioFwul3744YcLux9/6qmn8oLBoOlwOHabH65QKPTpTTfdtH645zFc+h0caa03AgcAHwDnYnerOxM4FXgVmK+1HlxbHSGEEHuewCYwDBhEgDIQibgmGLBwDSJrVF+TYO3qJHvNdpFfZII7G9pqIZWZBggjKnPxZDupHmRpnek0SERTxKOpjMxLiD3NIYcc0v7cc88VplJb/ww99thjhfvtt1/A4/HsNnWrPp9PO53O4Z7GsElrxajWep3W+htAIXZL7wOAEq31cVrruqGYoBBCiN2YlbL3CfLk7vCH9relMA0GnDWKRTWf/DdGfpHBXnu77IOG097zyJ+ZD10NQzFuehEbV7cTDQ58zyOwmwAGW6MZmZcQe5rTTjutpbGx0fniiy9u7hrT3t5u/Pvf/8475ZRTtkoOdJbiLV++3NX1+AsvvJCjlJr7wgsvbB5jv/32mzxlypSp7777rm/u3LmTvV7v7MrKymmPP/54HsDjjz+eN3ny5Klut3vOXnvtNfXdd9/tcVHjokWL3PPmzavyer2zy8rKZl511VUjul9zzTXXjJg9e/aU/Pz8vT0ez5xp06bt9Ze//KWg+3Wy5mgAtNZ+rfVHWusPJVskhBBiwMItYCV2+MaviYQm6LdweQZZThfV7PslD4bRZRxPDgTWQ2JwXeY6Vc4sRmuoXTy4cj2X10GoNUZqEOuXhNhTTZkyJTpt2rTwo48+urm07tFHH81PpVLqzDPPbB3M2G1tbY6TTjpp4v777x+86qqr6i3LUmedddaEP/3pT4UXXXTRuBNOOKHl8ssvr6+vr3d9+9vfHt89e5VMJtUxxxxTNXLkyMQ111xTN2nSpMhvfvOb0d0DpD//+c8jpk+fHv75z39ef+WVV9aZpqnPPffc8Y899ljeYOa/u0n7t5FSaj/gBGB8x6E1wLNa6w/SHGcf4JfAHKAUaAc+B36ttf5ft2vnATd3XOsHHgeu1Fpn5jePEEKI4dFaDa6sHf6wgbZURyXfwIKj+lq7nG5qZzndVpTdda9tLRRP2XbL9DTlFHkoGpVFzRdNTNpvxIDnrJRCa000ECcrX3beECJdJ598csttt91WHovF1rrdbv34448Xzp8/v72kpGRQ9aqbNm1y3n///WvOPffcVoB58+YFv/KVr+z14x//uOLjjz9ePGvWrBhAfn5+6vLLLx/32muvZR911FHBzvtHo1HjyCOPbLv33nvrAH72s581zp8/f9Ktt9468vLLL2/My8uzAFatWrUwOzt789qoK664onHGjBl73X777SNOO+20wS1s3I30OzhSSpnAn4Gz2fal/mdKqYeB87TW/f0PMqHj8e8FNgD5wLeAt5VSR2utX+t43L2BfwOLgUuB0cBl2MHZcf2dvxBCiJ1MLADRdsgq3qEPm0xoAu0WHu/Agox4VPPJuzHyCruU03Xn9EGk1W5R7s0f8Fw7Vcwo5pOXa2ndEKZw5MCDSafHpL0pKsGR2CGu/u/VY1a1rspMb/tBmFgwMfx/B/3fusGO853vfKfl//7v/0b/4x//yP3KV74S/O9//5t79913Vw923JycnNTZZ5+9Ofv0pS99KWyaJrNnzw51BkYABx10UAhg1apVbiDYdYyf/OQnDZ1/Nk2T888/v+Gcc86Z8Nprr2WffPLJfoCugVFjY6OZTCbVfvvtF3zuuee2aTSxJ0snc3QVcA7wLHYWZ0nH8WnAz7Bbeddgd7XbLq3149gZoM2UUn/EzkRdDLzWcfgGoBn4stY62HFdDXCvUuorWus30ngOQgghdhbt9UNXTvfFE5A3GsbN2+ZUwJ9CqYFnjT573y6n+9JRXgyzjzFc2dBSDeUz7QU/gzBmrwI+f30dNV80DSo4cjhNIoEE8UgSl3fHljIKsaurrKxMzJ07N/j3v/+9sK6uzuV0OvXpp58+6IxLWVlZ3DC2rHQxTROv15saOXLkVv33CwsLUwCtra1bvaCYpqknT5681bV77bVXDGDNmjWbW878/e9/z/vtb39bvmzZMl88Ht/84jWYbp27o3ReGc8FXtNan9jt+HvACUqp1zqu6Vdw1BOtdVgp1YidRUIplQt8FbilMzDq8DBwK3anPAmOhBBiV5OMQ3tdRrIq26j/BN7/AygDvnwFVB2x5WGTGn+rxjPAtUbra5OsXdVbOV03ptPe2DbYALnbbBGYFqfHwajJ+axd2sKsw8dgOga0ZBiw47RQW0yCIzHkMpGt2dmccsopzddcc82Ympoaz2GHHdaWk5OzzSK+3oKN7muFOnUNjLoyTbPH9uADacn/8ssvZ3/rW9+auM8++wRvuumm2pEjRyZcLpd+4IEHip9//nnJHHWRzqtrKfBcH+ef7bgmLUqpHKVUsVJqslLqBmA6dhkdwAzsAO7jrvfRWsex1yfNTvfxhBBC7ARCjYAedEZlG1YS/ncX5JRB+Sx480ZY8fLm04H2FEpplJF+cGSX00X7Lqfrzp0L7WshMfgucRUzi0lEU9SvaBvUOC6Pg0BLdFAbywqxpzrrrLNak8mkWrRoke+MM87osSlZYWFhEqC5uXmrF7jq6up+vnCkJ5VKqe6d8ZYuXeoGqKioiAE88cQTBW6323rrrbdWXHLJJc2nnnqq//jjjw8MxXx2dekERyuAsj7Ol3dck66/AI3AMuCnwD3YpXSdY4K9Jqm7DUCvbQaVUvlKqYquN+z1SkIIIYaT1tBaA+6c7V6atqUv2E0eDvghHHUjjJoD/7kJlr1IKqkJtGnc7oFljT5/P0qssztdX+V0XSnDDgDbB7/bRem4HHy5LmoGueeRMhRaQ2SQrcGF2BONGDEi9dvf/nbtpZdeuv7EE0/093TN5MmTYwBvvPHG5he5ZDLJX/7yl5Khmtett966OUGRSqX485//XOr1eq0jjzwyCFuyUMlkcvOL1/Lly12vvfZa/lDNaVeVTk79RuAPSqmntNYLup5QSs0Gfgj8YABzuA74E3bgcibgBpxADPB2XBPr4X7RLud7cglw7QDmI4QQYihF2+xys6wMv0+I+uHjB6B8b6iYb28qe+QN8OpV8PbNxIJJyD8K1UsJS1/W1yapXWVv9lpQnGa2y5UN4SaIlg5qPyelFONmFLH0vxsI++P4cgf+IbTTbeBvipCVN4gdcIXYQ/30pz/t8xOKffbZJzpr1qzQb37zm1EtLS2OwsLC5D/+8Y/CVCo1JIt7PB6P9corr+Sfcsopjjlz5oReeuml/Pfeey/nyiuvrO/sVHfccce133fffSMOPfTQqlNPPbWloaHB8Ze//KV07NixsRUrVvT1fnqPk85viElANfCxUupfSqnfddxeBD7EbqQwWSl1TZfb1dsbVGu9UGv9mtb6L8CRwFzgwY7TkY6vPb16e7qc78ltQGW32/ztzUcIIcQQa1sLjiHolvbpQxAPwrwf24ER2C21j7gePXp/fJ/+nrxNL6Q9bDym+eS/UfIKDKb2t5xuKwqcXjujpQdXylYxw+7sV7tocHseOVwm8UiSeDQ5qHGEED179NFH18yePTt49913l912223lBx98cOD6668ffAq5Bw6HQ7/44osr6+vrnb/+9a9HL1u2zHvllVfW33DDDRs7r/n6178euPXWW2uampqcV1999Zinn3668Nprr6372te+1jYUc9qVqf4u6lJKDeQVXWut0/qITSn1a+zOeFnY+xq9C5yktX6623XvAC6t9f5pjF0BVFdXV1NRUZHOtIQQQmRCIgLV70JW0ZYAJhNaa+Cpc2HKsTD/0m1O+5siON76Fb7mDwhM+zGRyuP7PfSHb0VYuyrJYd/wpZ816irSCgXjISft5blb+c/flhEJJDjqgumD6jIVDSXIKfRQULbj95kSu46amhoqKysBKrXWNT1ds2DBgppZs2YNrt5TiB1owYIFxbNmzaro6Vw6maPuWZj+3Mb3OFLfvNj7KOUAi4AksE/XC5RSLmBv7KYMQgghdhWBTXTsvpq5MbWG9+62szP7nLvN6VRK09buwL/PNcRGzCNn8V141zzdw0DbWr82Se3KJFNmDaCcrjtPR3OG1ODW+lTMKCbYGqO5Prj9i/vg8kpjBiGE6K7fwZHWunYgt97GU0ptU2ze0br7FGCd1rpBa90OvA6cqZTK7nLpmUA28GS/n6kQQojhZaXs0rJBrLvp0dr3oO4jmHt2j63BQwELrTWG00373KuJlh1MzpI/4F3zVJ/DxmN2d7rcAoO9ZmegyZQy7UDOXz+oYUZPKcB0GtR8MbjSOsNQaEsaMwghRFeD3uRAKTUXKATe0Vqn06v0caVUFPgfsBEYg73J7GjgtC7X/bLjmv8ope7rOP9T4CWt9euDnb8QQogdJNwCViKzG7+mEvaeRnljYNoJ25y2LE1bi7WlQ53hxD/nKvjsBnKW3IOyUoQnfrPHoT9/P0osojn4CC9mf7vTbY8nBwIbIKvYbtQwAA6XyZi9Cli3tIW9Dx+DwzXwjJbTbRBojkpjBiGE6NDvzJFS6jKl1PPdjj2K3YzhZWChUmpEGo/9COADLgL+iN3tbgFwqNb6ic6LtNafAodjd6y7FfgecC92hkkIIcSuorUaXBle37L4abtN9oE/7jHoCgctdEpv3XrbcOCf/UuiIw8le9m9+FY9us39NmSynG4rnc0ZaiH9fRw3q5hZTDJuUbe8dVCzcbhMYuGENGYQQogO6Xx8dxrwQedflFJf6Tj2d2AhdhOFn2FndbZLa/0A8EA/r30XOCiNuQohhNiZxAIQbbczJpkSaYVPHoYx+8PYbXvzWJamrdnC5ekh62OY+Pe+AlBkL3sALIvwpG8Ddjndx5ksp+vO4YVIC0SawVc0oCGKR2eTle+m5ovmzR3sBsowDEL+GC5PBjN6Qgixi0qnIUMFsLTL34/H3oj121rr32Jv3npcxmYmhBBi99Fen9lyOoCP7odkFA78YY+nw0GLVEr3XhJnmPhn/5zIqMPJXvEgWcsfAq1Z8IFdTrfvlzyZK6frzp0DLTVgDSxjo5SiYmYRjWsDhNp62gqw/5xek0BzFMsaRCpLCCF2E+kER1lsva/QV4DX9ZZe4EuAUZmamBBCiN1EMm6Xvrlztn9tfzWthGX/guknQv64bU5vzhq5thPcKJPA3pcTGX0kWSv/Suv7L1OzIsnkmS4KSzJZTteN4QSdAv/G7V/bi86MUc3CwXVQNgyFTmliIWnMIIQQ6QRH9cAMAKXUOGAq8FaX8wXY64KEEEKILUKNdpc2I0PBhtbw3l1217s5Z/VwWhP0W6SSYDr6kflRJoFZP6Wt/Bu8t3QK+d52ps52ZmauffHkgr/O3vtpAHy5LkZU5FKzsJn+7lnYG4fLxN80sHkIIcTuJJ3g6HngB0qpu4CnsAOhf3U5Px2oydzUhBBC7PK0hpZqu0tbplS/BRsWwD7f3SoblUho2ltT1FUnaWm0cHvSGFMZ/Dd0HmGrkMN915O74j577kNKoZUTq6UW9MD2GqqYWUS4PU5jbWBQM3G6TaKhJIlYalDjCCHEri6d4OjXwLvYXeWmA5dorTcBKKW8wAnAmxmfoRBCiF1XpBWSYXBkqFV0Mgbv/xEKJ8CUr6G1JhK2aNiQZH1NgvaWFE4X+LLU1h3qtmPDumRHOZ2bnIlTyVrzBNlL7hnSAMlKaSJJH9HWdlj/OQQb7b2g0jBqUgFOt0nNwsHteQSgDEW4XQpAhBB7tn6vjtVatwKHdWzUGtFady9OPgRYl8nJCSGE2MW1rwNHOimc7fjicQhuInXUzwm2Q6AtSTIJTid4fAql0m+gkIhrPnknSm6+wdS5boLGhaBMfNX/AG0RnPZDGMC4fUklNbGopqTcpLUpj5RKYLaugba19p5NWUX9KkM0nQZjphZSu7CZ2UeMxekeeOmiy2PQ3hwhp9iLYQxRIwohhNjJpZM5AkBr7e8eGGmtI1rrBVrrlsxNTQghxC4tEYFAw4A3O+1OBxvQnz1KtOxg6uLTaW9O4XDYWSKna2CBEcCC92NEunanU4rgtB8SrjwJX80zZC+6c8Blbz1JJjXxuKZ0lElWjkluvkEi4QBPPjg90FYN6z+DwMZ+dbOrmFFEKmmxbungfgUbpoGV1MTC0phBiIFQSs299NJLRw7lY7zwwgs5Sqm5L7zwQgZrlXceo0aNmnHSSSdVDOcc0g6OhBBCiH4JbALDGHTWJZnU+FtThN/8E+gUrRPOx+NVeHxGWqVzPdlYl6R6RYLJM1wUlnbJuihFcOr3CY0/BV/tc+QsvCMjAVIyoUkmoGy0A1+W/Xi+bAON3UgCozNI8kJbrV1ut50gqXBkFjlFHmq+GFzXOrDXHvmbooMeR4jdwR133FGklJrbeXM4HHPKy8tnnHnmmWMbGxuHsJ3ljtMZbP31r3/NH+657CxkxzchhBCZZ6WgtdruyDYAWmtiEU2g3SIcsnC3L6Vsw78JTTwDsyAzH8wm4pqP34mSk28wbU4Pm70qRWiv80GZZK1+DHSKwMyfgBrY54qJuMay7MDI5d4S1DmcCm+WQSKmcXZOozNI0ik7SGqrg/zR4CsGc+tf3Z17Hi18s55Ac5ScooGXMTpcBtFgnEQ8hdO1W7z3E2LQfv7zn9ePHTs2Hg6HjbfeeivnkUceKVm0aJHvk08+WWYYW14PQqHQp06nUzYMG4RVq1Yt6vo9HQ6SORJCCJF54RawEmlv/NqZJaqvSbKpPkksqvF4NEWr/0jKXUR44ukZm+KCD2JEwh3ldL21/FaK0JTvEqr6Ft51L5Gz4Hd2wJKmeNR+v9Q9MOqUk2eQ6KmaTZl2kOT22euR1n8G/g2Q2jqTNG56EUoNfs8jpZQ0ZhCim69//evtP/zhD1suu+yypueff7762GOPbfn888+z3nrrLV/X63w+n3Y6d8A2ALsxr9er3W53nwGm3+8f0vhFgiMhhBCZ11oNrqx+Xaq1JhqxaNyQpL4mQWtzCtMB3iwDl1vhXf8GzrZlhPb6Ltrhzcj0NtYlqV5ul9MVlW4nQ6IUoUlnE6o6E2/dK+R8fktaAVIsamGYMGKUA2cvm9J6vArTtDev7XkOJnjywJ1lN7nY8Dm0r4eUHVF5s12Ujc+jdlEzurcx+snlMfE3Rwc9jhC7q3nz5gUBVqxYsVWatqc1R++++67v4IMPrsrKypqdlZU1e/78+VXvvfdev17IVq9e7Tz88MMneL3e2YWFhbO++93vjonFYj2+iLz22mtZ8+bNq8rOzp7t9Xpnz5s3b9I777zj6+na7fnggw+8J510UsXo0aNnuN3uOcXFxbNOOeWUio0bN271YnnppZeOVErNXbZsmeuEE06oyMnJ2TsnJ2fvk08+uSIQCGwTY9x+++1FU6dO3cvj8cwpKCiYdeKJJ1asW7duq0/Quq856ixtfOWVV7LPOOOMcQUFBbP22muvaZ3nb7jhhpLx48dPc7lcc0aMGDHze9/73uieHjsdUlYnhBAis2IBiLZDVnGflyWTmnDQwt9qkUpqTIfC4926sYJKRshaeh+J/ClERx2ekeltLqfL66WcridKEZr8HbQyyV7xIEpb+Pf++XY7ykUjFk6XQWm52eeGtEopcvIN/K0pPN4+1lF1Bkk6Bf56+5ZbDtkjqJhZzHvPrGZTtZ+yCXn9e149MEyDVDJJLJzEky2fggvRXW1trRugqKioz44pH3/8seeII46YnJubm7rwwgs3ADz44IOlX/3qV6e8/fbbS+fMmdPrAr9gMKgOO+ywyRs3bnSde+65m8rLyxOPP/540bvvvrtNI4Znn30255RTTqmaNWtW6Gc/+1m9ZVnqoYceKj7iiCMmv/vuu0vnzp2b1kLCF198Mbe2ttZ9+umnN5WVlSUWL17s/fvf/168fPlyz+eff76se9nbiSeeOGHcuHGxq666qv6zzz7zPf7448UlJSWJP/7xj/Wd1/z0pz8tv+2220Yee+yxLWeffXbThg0bnPfdd1/pl7/85awFCxYsyc7O7vPTmB/96EfjSktLEz/72c/WJxIJBXZwduutt5YffPDB/vPOO69h0aJF3vvvv3/EkiVLvO+8887KgZbnDTg46tjbCK21bKkthBBii/b6XsvptLZbWAfaLUIBC6XA5Va43D3/EvOt+jtmrJn2fa4d8Fqf7jrL6b5ynLfPgKUn4UnfBmWQvfwBQOPf+4peA6RI2MLjMygeYdpd8LYjK9ugvbmfGSll2uu5tGWX2fnXU15ajstjUr2waVDBEYDTaeBvjkhwJATQ0tLi2LBhgyMYDBqvvPJKzsMPP1xSUFCQPPLII4N93e/KK68cZVmWevvtt5dNmjQpDnDOOee0zJw5c/qVV1456pVXXlnd231vvfXWktraWvdDDz20+qyzzmoDuOSSS5qmT58+tet1qVSKiy++eNz8+fP9b7zxxqrO4xdeeGHTlClTpl177bUjX3jhhTXpPN/LL7+84brrrtvU9dgBBxwQvOCCC8a/+uqr2UcdddRWz3vvvfcOP/roo7Wdf29paXE89thjxZ3B0fLly1233377yKuuuqqu67jHHnts+1e/+tUpf/jDH4p/9rOfNfY1p8LCwuQ777yzwjTt19v169c77rrrrrJDDjmk/Y033ljVGQhVVFTEb7zxxlGPPfZY3hlnnNGezvPulFZwpJQqBX4FHA+M6DjWADwDXNe5KawQQog9VDIO7XXgzd/qcCqpCYcs2lstkgmNw6HwbmdfIiO8Ad+aJ4mOOoxkwdRer0vHlnI65/bL6XoRrjoDlEn2sntBp/DP/sVWwaDWmmhY48sxKCo1+71nkNOlcHsNEnHda/ndNpSxOUgyQxsZO06zZnkr8WAYV/aAKmoAcLhNIoE4yXgKhzRmEAO0/he/HBNbuXLg/xEzxF1VFR55w28GvBfncccdN6nr36uqqiL33XdfTU5OTq8tLJPJJO+++27uEUcc0doZGAFMnjw5fsQRR7T++9//zk8mkzgcPb8Vf+WVV/LKysri3/72t9s6j+Xk5FhnnXVW4/XXXz+689j777/vXbt2rfvKK69cv2HDhq0G23fffYPvv/9+2i2/u2ZxwuGwam9vNw855JAQwEcffeTrHhz96Ec/auj694MOOijw2muv5be0tBiFhYXWY489lq+15vTTT2/tOsepU6fGiouLE2+//XbO9oKjc889t7EzMAJ4/vnncxOJhLr44osbumaIfv7znzfccsstI1944YWhD46UUpXAu0A5sBx4v+PUXsD3gW8opeZrrdOKToUQQuxGQo2ABsPcnCUK+i1CAQ1oXC6FK6t/GaDsJX8GZRKccl5GppaIaz55t6Ocbq57UGOFJ34TbZjkLLkHtIV/zi/BcKK1JhKCnHyDwhIz7b2XcgsMGtentnSt66+OIKliSoJVy6OsfX8RE+eWQc4IcKT/XJWyA9ewP05ucWbWeQmxq7r55ptrq6qqYk1NTY777ruvZOXKld6srKw+e/uvX7/eEY1GjUmTJm1T0jZp0qToCy+8YGzYsMExZsyYHkvz6uvrXePGjYt1Lw2bMmXKVuMtXbrUA/CDH/yg8gc/+ME24wyktGzTpk3mFVdcMfK5554rbGlp2SpWaG9v3+bTkgkTJsS7/r2goCAF0NTU5CgsLIyvXLnSY1kWe+2114yeHq+5uXm78cjEiRO36hJTW1vrApg+ffpW34+8vDyrtLQ0UVdXN+AX+XQyR78DioATtdbPdj2hlDoB+Dvw/4ATBzoZIYQQuzCtoaWalJlNuD2Fv83OEpmGwuMFlUZZnLPpczwb3yE4+Wwsb0lGpvfFhzHCIc1Xjk2/nK4nkfEnAwY5S/6A+uT/aJt9FeGog/xCg/yi9AMjsBszKAO0pVH9zDh1VVDiJK8wTk21wcTJDRDYYAdI2WX2BrNpcHlN/E0Rcgo9A5qLEIPJ1uxMDjrooNC8efMiAGeccUbb9OnTp377298ev2jRoiVdsxnDwbLsGO26665bN3PmzIwsdTnhhBMmfPbZZ1nf//73N82ePTuck5NjWZbFySefXGVZ1jYvBr1lv7TWm+domiZPPvnkSqXUNmuLioqKtltP7PP5MrcT93akExwdBtzdPTAC0Fo/o5T6I3BupiYmhBBi16G1Jt7SSHBDmGAyH0jhcim8vgGsE9Ipspf8kZR3BOHxp2Rkfpvqk6xZlmDSDCdFIzL3ZiYy/kRQBjmL7yLno+vwfOlX5BY5BxQYARiGIidfEWiz+m7M0IeKSU4WvB+jPewjr9CAUJO9IW/2CMjpf5BkmAapRIpYJIknS9YeCQF2u+4rrrhi/QUXXDD+/vvvLzj//PNbe7pu5MiRSY/HY3XvaAd2lzuv12uVl5f32tBh1KhR8dWrV3ssy9oq+7Ns2bKtxps8eXIMID8/P3X88ccHBvzEOjQ2Nprvvfdezk9/+tP1/+///b8NnccXLlw44EzMhAkTYqlUiqlTp0YnT54c3/49tm/cuHFxgEWLFnmqqqo2j+n3+42GhgbnIYccMqCSOkivlbcGVvZxfkXHNUIIIfYQqaRFsCXKhpXtbFxcSyTuwuMFr88YcHbGs/YlnP7VBPc6H8zBlb/Blu502XmK6YMsp+tJaNw3aK66EF/zB+R9/CtUanC/+7OyTfQgPiMdN8Fh73m0IgEocOeANw/CTbBxAbTUQKJ/zatMpyLQnFajKyF2e+eee27ryJEj47feemt5b9c4HA4OPvhg/6uvvlqwcuXKzYWyK1eudL322msF8+fP9/eWcQE48sgj2zdu3Oh65JFH8juPBQIB4+GHH94qlX7QQQeFR48eHbvzzjvLemphvX79+rT6C5imqWFL1qfTzTffPCKdcbr65je/2WYYBlddddU2O3inUik2bdqU9idWxx13nN/pdOo777yztDN7BnDLLbeUJJNJdeyxxw44OErnG/YWcChwTy/nvwz8Z6ATEUIIsWvQWhOPJAm2xQi2xgCNy0zhVW2QnQcMvARLJYJkL/8L8cIZxMq/lJH5fvFhjHBQc+hxvoyU03WVStnrqnL2OR7KXPDO7+DVq+CI6we01gfs7n1OtyKZtBtXpMvtNRg51kHtqiQz9tMdDSE6giS0HSQFN0J2KeSUg7P3NUVOj0k4ECOZ8OFwSmMGIcAOfC644IJN11577Zinnnoq9+STT/b3dN2NN95Y/6UvfSn3S1/60uSzzz67EeDBBx8sMU1T33jjjfU93afTJZdc0nTfffeVXnDBBZUffPBBQ1lZWeLxxx8v8ng8W3104nA4uOuuu2pPPfXUqqlTp0795je/2VxeXp6oq6tzvfnmm7kVFRWxZ599trq/z62wsNDaZ599gn/4wx/KEomEGjVqVOL111/PXbdu3YA/WZo+fXrssssuq7/55ptH7bvvvu6jjz66LSsry1q9erX7X//6V8FPf/rTDZdeemlaO1iPHDky+eMf/3jjrbfeWn7ooYdOPOqoo9oXLVrkfeyxx0rmzZvnP+2003ZI5ugS4ACl1O86utYBdgc7pdTvgf07rhFCCLEb0pYm2Bplw6p2NqxuJ9wex5PlwJvtwky0dbTaHlzwkbXyEVTcT3DaD2GApWldbS6nm+6kOIPldGB34IvHNKUjTbJyTNjrOPjSz6DuY3jlF5AceMYlN9/uWjdQFZOcxKKajeu6l/J3ZpLyIdJiZ5KaV0Mi3OM4dnmg3ZhBCLHFhRde2JSdnZ26+eabe80e7bPPPtFXX311+fjx46O33357+e23314+YcKE6Guvvbasrz2OwO5M9/rrr6+YN2+e/4EHHij9/e9/X77ffvsFb7jhhrru137jG98I/Pvf/142efLkyH333TfiF7/4xdgnn3yyaNy4cbEf/vCHDT2N36kzQ9SZMQJ44okn1syfP9//4IMPll5//fWjnE6nfuWVV/qqHtuum266aeO99967JplMqltuuWXkr3/969FvvPFG3lFHHdV27LHH9hhcbs/vf//79ddff/26tWvXuq+55poxr732Wv4555yz6aWXXlo90D2OAFT3tFmvFyq1BsgCOnf1a+v4mt/xtQkIdbub1lpPGPDsMkwpVQFUV1dXU1FRMcyzEUKIXUc0lKBlQ4h4JIXba2I6u/zi0RbUfwoun73/zgCZwXUUvnUe0dFHEJj100HPORHXvPp0CMOEI07IymjWKJnQJBIwYpSJx9vtl/CKl+E/N8HI2XDkb/rMzPQmldLUVydxexnQ+iXL0rzw9xBFpSYHfbWvx9cQD4GVAG+xvaGsK2vruSQtUkmLUZMKBryWSuy6ampqqKysBKjUWtf0dM2CBQtqZs2aldYn/2Ln8Le//S3v29/+9sQXXnhh+de+9rU+923anSxYsKB41qxZFT2dS6esbi2ypkgIIfYoyXiKtoYwwdYYLo+JL7eHhflRP+jkoAIjgOwl96BNN8Epments/CjjnK6DHWn65SIaywLysc4cLl7GHfSUXYW7T+/hZevgKNuBGd6W72YpiIrVxEOatzpNZkD7MYO4yY6WLkoQTRibRvAbabAlQ1oiPlhYxN4CyFv1OYgyXQYxCJJYmFpzCDE7ubDDz/MUkqx9957y+LCDv0OjrTWXx7CeQghhNiJWJYm2BKldVMYw1B4c/rowOavB8fg9sJxNXyIu+EDAnudj3YXDGosgIb1SVYvTVA13UlxWVrrkfsUj9mfEY4Y7cDV10atVUfYweKbv4GXfg5H3WRn1tKQnWsQbE8y0FLFiklOVixMsHZ1kknTt7dxkuoIhnwQD8LGhR1B0khwZeNwGASao7i8jn5vaiuE2Hk9/fTTuW+++WbOn//85xHz589vHzVqVK+d8/Y0mfuNIYQQYpentbZL6OpDJJMp3D5n32+GE2H7zbQnf+APaiXJXnIPyaxRRCpPGPg4QDhosWpJgjXL4mTnKqbvk7nudPGYhWEoSkc6cDj7ESBMPMzOIL3xf/DSz+Dom7YpWeuLy61wuBSppB5Q5iuvwKSgxKBmRYKqaf1tL94ZJGVBIgQbF4G3AGfOSMIBi1SNRfGYbGnOIMQu7qabbipbsmSJ7/DDD2+799571w73fHYmEhwJIYQAIBFL0bIhRCQQx+U18Xq2l20Agg2DLqfz1jyHI7iWtn2vByP9si2tNc2bUqxcnKC+JokGRo1zMH0f14C6vfUkGrFwuhSl5Y70ApUJh9oB0r9/DS9eDsfc3FHGtn1KKXLzDVoaU3gH+Dwqq5x8+r8Ybc0WBcVp/js5ffYtEUY1LMbrzSeWLGPDqhQlY3OkxE6IXdgHH3ywYrjnsLPqNThSSlUDFjBFa53oaMiwPTtVAwYhhBDbl0pZ+Jsj+BsimA4DX24/giKAVNIOjtw5A35sFW8na+XDxErmEi/dP637plKadauTrFwcp63ZwumCSdOdTJjqIitn4J2KuotELNxug5JyE9McQJAy/hAwfgWvXwf/ugyOuaXf3zNflkFzQwqt9YCaIYyZ4OTzD2LUrEikHxx16gySkhHc0eWkjGw2hsoorBhBTpFXmjQIIXYrfWWOarEbMHQ2YZCGDEIIsRvRWhP2x2ndECKV0niynKh01pNEWgHd0cJ7YLKWP4hKhglO7X/r7mjYYvXSBKuXJuw9hvIN5hzkZtxEZ//K3fpJa000rPHlGBSVmoNba1MxH776a3jtGvjXT+GY/wee3O3ezXQosnIMYhGNawAVgi63YtQ4B2tXJ5i5v3tgwV0nhxccXsxkBG9oJS0L1xMbNY7CynJMKbMTQuwmeg2OujdgkIYMQgix+4hHkrRsCBENJXD7HLh67WbWC43diMHZ/zU03Zn+NXhr/0Wk4uukcsZt9/qWxhQrF8dZtyaJtqB8jEnVNBelo8yMZy/swAiycg0KSwYZGHUaNw+O+D949Rr416Xwtd+BJ2+7d8vJMwgHktBTZ7x+qJjkZN2aJBvWJhldmYFSOIcX5fDiS0aI1C5h46a1lEyrwlVQnJG9qYQQYjj1a82RUsoLnAIs11p/MLRTEkIIMVRSSYv2hgiBlggOZxoldN3F/JCKgnOAneW0JmfxH9DOLEKTzur1Msuy9/tZuThOc4OFwwkT9nIycaqLnLzMlc5tPTVNJKTJLTQoKMpw4DX2QDjyenj1KnihI0Dy5vd5F7dHYToUVkpjDCDzM2KkidenqF6RyExw1MnhxVPgJRGJsOHjzygelU1WxWTwFUqQJITYZfX3N0sMuA+YPYRzEUIIMUR0R2vu9SvaCLZF8WQ7cXoG0ZMnuAnMgXeCc238L67mzwlNPhvt2ra8LBa1WPp5jBcfC/H+m1GiUc3eB7g59vRsZh/oGbrAyLIDo/ziIQiMOo3ZH468AdrXwQs/6ShP7F1nY4bONuLpUoZiXJWTjXUpIiFrQGP0xen14s7Lp3FjkpYFn2DVvgehJujnJvNCCLEz6ddvRq21pZRaC2y/QFoIIcROJRZO0Lw+RCKaxO1zYJiDDCySMQi3gHf7JWE9SsXJWfonkjkVRMYeu9WptuYUqxYnqF2dwEpB6UiTOQe7KB9tprceagAsy15jVFhqkps/xGtoRu9rbw778i/g76dDQQUUVEJhx62gEnxFmzMwvmyD1qaBN2aomORk2YI4tasSTJmVufbmnQxT4c31EIi4idXHKQl/iiMrG4omgq8YjKEJZoUQItPS+djwIeBMpdTtWuvYUE1ICCFEZiQTKdobwgRbYjjcJt6cAZbQdRdu6WjCMLBgxVf9D8zwBloPuBkME21p1q9NsnJxgsYNKUwTKqqcTJzmJK9gxyz0T6U0saimuMwkO3cHNRcYNReOux1WvQat1bDufVjx0pbz7pzNQZOjsJKc1Fhiehxmdn7aD5WTZ1A0wqRmRZLJM11DkhFTSuH1KeJRNxta3JSoBJ745/a6tOIqCZKEELuEdIKj/wEnAp8rpf4ArATC3S/SWr+dobkJIYQYAMvSBFujtG4MYxgKT05/NwDtB23ZjRjcA2vEYESb8a38G7ER8wjlzKZmYZxVS+KEAhpvlmLGvi7GT3bh8uy4NSuppCYe05SWm/iyd3DXtdIp9q1TpM0OlFproKXa/vPqN2BpkMLO+boLSOVUkMypJJlTQTKnglT2OPR2mmNUTnLw8TsxWhotikqH7nm6PPbGtRs3OSgoKSTXFUet/9xuB15cBVklEiSJ3ZJSau5PfvKTDb///e/X78jHPemkkyref//9nPr6+oUAy5cvd02ZMmXGddddt+6aa65p2JFz2R2kExy91uXPt7NtW2/VcUz6eQohRDqslL1GIxGx/66tHr7qLms4Ov6sO3db2PL3aNiiuTFJMmbh9mF3WQt2vZYt43Qdb6vx6WHszZO1vwxw49esZQ/Qlijlo/DFVP89SCoJxWUmM/dzMnKcIzNd4dKQTGiSCRgx2oEn3Y59Q8GbD97ZMLLLEl+tIdyE1VxN++rVuCM1OAM1eNe+iEpFN1+W8pZ2BEuVHcFTBcnssZvXho2udPLZ/+w9j4YyOAK7BbnXB21NFvGok8LSYkwdh40L7Jbgm4Mkecsgdm533HFH0cUXX1zR+XfTNHVJSUni8MMPb//9739fX1JSkhrG6YkhkE5wdC6yz5EQQmROIgqBjXZ2IJUA08HmUrXNMYLa+mv3DFDH3xMJaGvWhELgcoHXo+w4xup+vy733xyIGD2P3dtjDqCcTmtN47IaPvhiP9bGv4/RBGMmOKia5hr45qSDlIhrUik7MHLvwExV2pSCrBKMrBLImkNzm4Xba4C2MCKbcARqcASqcfhrMAM1+Jo+Q1kJADQGqazyzQHT2LIvs251AbP2M3G4Mti5rqdpGwpvlr0v1cZ1mpJyF66sEnvN2saF4PDYa5KySzMaJNUH6gkkAkwqmIQxiD24hOjq5z//ef3YsWPj4XDYeOutt3IeeeSRkkWLFvk++eSTZUZHJjQUCn3qdDrlvfIurt/Bkdb6wSGchxBC7DmifrtTmX+9vXbHkwvGwDrHWZYm0GbR1pLCMBS+vJ3rTX4yoalZmWDV4jiB9mJ8poNpeyvGT/Xh8Q3fG9fOzm9lYxy4XDvX96wvWTkm7S2d2TsDy1dO3FdOfMSBWy6yUpjhehx+O2gyAzU4AjW4N/6PmbHPqU78H4HnbmJCSc3WpXk5FaR8ZQPOCvbG7TVIJjQb1tkZq+xcNzjcHUHSIvvPRRMgp2zQQVIoEWJN+xo0GkMZTMyfKAGSyIivf/3r7fPmzYsAXHbZZU3HHXccL7zwQuFbb73lO/TQQ8MAPp9PAqPdQL9fMZRSDyil9u/j/H5KqQcyMy0hhNjNWJZdOrfuQ1j3AYQa7f1gfIUDCoy01oSCKdbXJmlrSeHxqJ0q+xH0W3z+fpTnHw3y2f9iuAhweN6tHH/oYqbukz3sgZEy7IzRrhQYAbhcCo9XkUz08R7MMElljyU28kuEJn8H/z7X0nLoX2g8+gW8h19IljfGYv1NUt4ynG1LyV7+F/I/vpaiN79DyUtfp+CdH5Lz+c14Vz+Bq+FDjEjDoNtyO5z2/8+mjSlaGpJYlraDouxicLph0xKoeRfa6yGVHNBjpKwUy1uW43F4KPQUsjG0kTVta7B05tuXCzFv3rwgwIoVKzydx5RScy+99NKRALfffnuRUmruf//7X2/3+1544YWj3G73nMbGRhPg5Zdfzj766KPHl5eXz3C5XHPKyspmfve73x0TDAa3eYH661//ml9VVTXN7XbPqaqqmvbwww/n9zXPm2++uWTMmDHTXS7XnOnTp+/11ltv+Qb51Hd76fxGPht4HehtE9hK4DvY5XdCCCEAknEINkDLGkhGwZUFWcWDGjIe07Q2pYiELdxuhcu9c3wyrrWmcUOKlYsTrK9NohSMrnRQNUUzacmlWO4CWscdMaxzjEUsTKeidKQDh2PXCow65eQZNG1K4XCmOX/TRSpvAuOmxFjymZsNU3+NL9tAJSOYgVq7NC9QgxmswdX4Cd66Vzff1XL4tl7L1HHT7v5vAmx0lNkF/BaxmKa4zIHTqcB02UFSKg4NS6BpBRRV2Zkks/9vU+qCdYQTYQq89pwKPYWsD61HKcX4vPFDs2eV2GPV1ta6AYqKinqM5s8888zWK664YuzDDz9cdNBBB9V1Hrcsi6effrrwkEMOae9cr/TYY48VRCIR4+yzz24sKipKfvTRR1kPPfRQ6fr1650vvfTSms77Pv3007lnn332hAkTJkR+8Ytf1DU3Nzt+9KMfVZSVlSV6msNjjz1WFA6Hze985zuNSinuuuuusm9+85sTa2trF7rdbsly9WIQOwBuIwvo8R9HCCH2OLGgXTbXthbQdumcJ2dQQ6ZSGn9rivZWC4dD4cvaOYKiVFJTuyrBqsUJ2lstXG7FlFkuJk514s0yyFr+EGa0Ef+cX3a0AB8e0bCFy2NQUm5imrvuG2VvloHCQlt6QHs/VUxysuSzODUrE0yd7UY7vCQLppAsmLLVdSrux9ERNHUGT+4Nb+Nd+6/N11iu/I5AadxWwZN2Zvf42Jvbfcc0G9YmKS4z8GV1lNKZLvuDg1QCGpdC88qOcrtyMPteH+WP+6n111Lg2RKsKaUo9BRSH6xHoajMq5QASQxYS0uLY8OGDY5gMGi88sorOQ8//HBJQUFB8sgjjwz2dH1hYaF1+OGHt/3zn/8s/OMf/1jXuS7p9ddfz1q/fr3rhhtuWNd57V133VWXnZ3dNVhp+sUvfhH77W9/O2rlypWuqqqqOMAvf/nL0SUlJYkPPvhgWUFBgQVw6KGHBk888cSqkSNHxrvPYePGja6VK1cuKioqSgFMmTIl+u1vf3vi008/nXv66ae3Z+67s3vpMzhSSo0FKrocmqKU+lIPlxYCPwBW9feBlVL7YmejDgXGAc3Y7cKv0lqv6nbtPOBmYA7gBx4HrtRab9NKXAghho3WEGm12zCHm8Bw2t3HBrmOQmtNKGDR2mS/Ifb61E7xJi8csli9JMGaZQniMU1eocE+8z2MneDA7MjKGJFN+FY/TnTkoSQKpw/bXCNhC6/PoLjM3OEd8TLNMBQ5eYqg38LtTf+5ZOXYAWLNigR77d37nkfalUuiaAaJohldDmqMWCtmR5ap8+ZZ9ypGKrL5spSnhGTOOFJd1jQls8faneoAl9tu991Qn6KgGHILjC3zMJ1dgqTl0LwaCsdD7sgeg6SklWRFywqynFnbrC/qDJDqAnUYymBc7rid4mdnT/Hvh5eOaakPDnsZV+Go7PBhZ+21bvtX9u64446b1PXvVVVVkfvuu68mJyen17rNM888s/mFF14ofPHFF3OOPfbYAMDDDz9clJOTkzr11FM3ByddAyO/32+EQiFj/vz5wRtvvJEPPvjAV1VVFa+trXUuW7bMe9FFF23oDIwATjjhBP+ECROikUhkm0+evvGNb7R0BkYARxxxRBBg9erVmd8JejeyvczROcC1bO7nyi87bt0p7L5I56Tx2D8HDgKeBL4AyoAfA58ppfbTWi8FUErtDfwbWAxcCowGLgPGA8el8XhCCDE0Ukl7DVHLGkiEwOm1N7zMwJuwWFTT0pgkFgW3B0xzeLNFWmuaGyxWLopTX5NEA6PGOqia7qS4zNzmjWf20nsBRXCv84ZtvpGwJjvHoLB01w+MOmXlmvjbBr6WpnKSkw/fitK0MUVJeRpFJEpheQqxPIUkSuZuOa41RqShozSvdnPw5Gp+tkvnPEXKV06qI8uUzKnAlV1Ba+MoYlE3RaXm5qAa2BIkWUloWrl1kOTYsqHxWv9aYqkY+Z78XqasKPAWUOuvRSnFuNxx6XyrhADg5ptvrq2qqoo1NTU57rvvvpKVK1d6s7Ky+vwhPPHEE/1FRUXJv/3tb4XHHntsIBaLqX/9618FxxxzTKvX690cEK1cudJ1xRVXjHz99dfz/X7/Vp+mtbW1mQCrVq1yAVRVVcW6P8748eOjixcv3iYIHTt27FbZpM4yvtbWVumh34ftvSI+C9RgBz8PAH8G3ut2jQaCwEda63Si8t8DZ2itN//DKaUeBxZiB05ndxy+ATur9GWtdbDjuhrgXqXUV7TWb6TxmEIIkTmJCPg32JkinQJ3jr13SwYkk5r2lhSBNgunS+HLGt439aGARX1NkrWrE7Q2WThdUDXdycSpLrJyeg7YnM0L8az/D6GqM7G8I3bwjDsDI8jNMygo2TZw25U5XeB0K5JJPaC1U6MqHDj+BzUrEukFR71RCss3grhvBPERB2w5rlOYoQ2bO+Z1rmtyNXyI0vYH2oXKJOkbRSy7AlfZeByl46Gg0g6CDNNuWJJVZAdJzaugZTUUToDckbSnItQF6ij0FvYyMZuhDAq9hdS216JQjM0dO/jnLLZrsNmanclBBx0U6uxWd8YZZ7RNnz596re//e3xixYtWmKaPccaDoeD448/vvnJJ58sjkaja5955pnctrY2x5lnntnceU0ymeSrX/3qpPb2dvPHP/7xxr322iuanZ2dWrduneuiiy6qsKyBfwhimmaP64q01rvPi+EQ6PMVUWu9AFgAoJQaB/xDa70oEw+stf5fD8dWKqUWA3t1PGYu8FXgls7AqMPDwK3AqYAER0KIHUdriLZD2zp7jyJjcK24u7MsTdBv0dZsodB4s4avhC4UsKirTlJXnaCl0f4FnV9kMHuem4oqZ98NAXSK7MV3k/KUEJr4zR004y4Pb9kZo7wig/zC3SswAjsbkptv0NKQGlBw5HAqxlQ6Wbsmwex5Ov3mDv2lTFLZo0lljyZefvCW41YCM1i3dcDkX4W56R02b6loOiF/nB0oFXbcCirBVwQtq0g0LWeZjpKdU9avf19DGRR4C6hpr8FUJqNyRg3Ncxa7PZ/Pp6+44or1F1xwwfj777+/4Pzzz2/t7dpzzjmn+f777x/x1FNP5T3++OMF5eXl8aOPPnrze9oPP/zQW1tb677zzjtrfvzjH28Omp555pncruNMnDgxDrBy5cptSuLWrFnj6X5MDFw6+xxdN5QTAVD2q9sIOgIyYAb2HD/uNpe4UupzYDa9UErlA/ndDo/O0FSFEHsaKwXhZrt0LhboWDxelJHSuU7RiEVLQ4pEQuP2KDoX8O5IQb9FXXWCuuokrU1bAqIZ+7oYXeEkO69/c/KsexWnfxXts38B5o77va0tTTymsZJxCnMi5HpNSLjtDUczuNHozsCbZaCx0FoPKPirmOSgekWCddVJKicN7Yaw2zCcpHIrSeVWEuPQzYetRASruZZcay1ZiVpUWzVs+BxWvbblvk4vFFQQziqh1JuDyh9LrHxvkiWT7ZRaXw/bESCtal+FQjEyZ+QQPUGxuzv33HNbr7vuuvitt95a3ldwdNBBB0U61icVf/DBBznnnHNOQ9fXdofDfiuuu7TLtyyLO+64o7TrOOPGjUtMmTIl8vjjjxf/6le/2ti57uiZZ57JXb16taenhgxiYDLZrS4TvgWMYsu6pvKOrxt6uHYDcGAPxztdgr1eSgghBi4ZszNErdV2q2FX9qBbcXeltf1m3t9mEfLbnd68O3gPoM6AaN2aJG3NdkBUUNwREFU6yc5Nbz4qESJ72f3EC6YRG3no9u+QAZaliUU1oMjNSZLtiuIct7ddihVshHAL6I6Ouw63/QY7Q9m+4WKaiuwcRSSkcQ0g/iwaYZKdp6hZkdjxwVEvDKcXNWIyzdFJ+J2KkrkOnC5lfyDRWmv/HLZUk2heiXf9p1TGthSVJJ0+YgXjiBVPRLv67gFQpi1iyRghTwFZzqyhflq9G3cQ7HXs8D2+GDCHw8EFF1yw6dprrx3z1FNP5Z588sn+3q499dRTm3/zm9+MBjuT1PXcrFmzomPGjIldc801o+vr6525ubmpf/7znwXt7e3bvED93//9X903v/nNqv3333/Kt771raaWlhbHAw88UDpx4sRoOBzeOdqX7gZ2mt8MSqkpwN3Au8BfOw53bpy1zeIzINrlfE9uAx7sdmw08M6AJymE2HPEAvaGlO3r7OyQOxc8eRkbPpHQRIIWoY0byVrzBHltC/CVHUB07DGknEP/aXagfUuGqDMgKiwxmLmfm9GVjl7XEfWHb+XfUPF2gvvdkNHMWk9SSU08bre0LigyycpKYcaDMGruliA2d6RdDhkP2bdQk91NMBUHlL2XjtO33XbRO6OsXINgIIm9NDg9Sikqqpws+jhOsN3qd1ZwqCml8Ho72n2vS1I8wsCXnQNl06FsOnErwafNS3AbTrzRAO72Ojzt9bj963H7N5C76g2U1v36v6e1xlLGNl3udhiHR4KjXdiFF17YdMstt4y8+eaby/sKjr773e+23HjjjaOrqqoi++67b7TrObfbrZ999tlVP/7xj8fceeed5S6XyzrqqKPaLrnkknUHHHDA1K7Xnnzyyf4HHnhg9a9//etRN9xww+gxY8bE7r777pp//vOf+e+///7g9ooQmyk9yF2vMzIJpcqA/wImcIDWemPH8ZOxu9nN01q/1+0+TwAHaq3HpPE4FUB1dXU1FRUVGZq9EGK3YVkdrbir7UyD6bTXE2XojZNlaaIRTaDNItlcR17t42RtfA3QJPKn4GxdisIiXrQ3kbHHECs72C7fy5BAu0XdGruMqr2lIyAqNRhT6WRUxeACok5msI7Ct84jOvowArMuH/R4vUnENcmExulS5BUaeLMMDFIQaoGRe0POdhpAaG1vyhsL2uWSoSZIRgBll985vXaGaSentaa+NolpMqC9m8Ihi389FmKvWS6m7zPcz1fb5atWym5wYqVIJS1iUcjLh/wCu3Hu8tAGWq0YuZ58+9/I4bZ/TkzXlgYODo+9HnA7klaStlgb0wqnUezLXEZ4d1JTU0NlZSVApda6pqdrFixYUDNr1qymHTqxXUh9fb1j3Lhxs37xi1/U/frXv9403PMRsGDBguJZs2ZV9HRu2DNHSqk84CUgDzioMzDq0FlOV77NHe1j64d4ekKIPUEqAcEGez1RMmJnEbIz03Wus2wuGLAItWscoVry1/4d74Y3wTCJjP0a4QmnYvlGYESa8NS9gnfdS+R9dgOWM4foqMOJjD2aVO74AT2+vy1lN1VYk6S91Q6IikoNZu1vZ4h82Zn9xDx76Z/QhpPQ5O9mdFywv5eJmL0ZrttrUFRq4vZ2NKywOgKjEdO2HxiBnVVweu1b5791MmZnliKt9v+HUBOgtlzr8Ax5JixdnY0ZWptSeH3pz82XZTBilEnNygTT5rgGtKnsdmlrq4AHK4W9+0fnY3V+SGvaLbodLjDtgMd0uPEqE39EEze86MI4DV43RRkKZByGg3x3PktaljCVqRIgiSFx9913FwOce+65LcM9F7F9GQ2OlFIOrTuLuvt1vQd4HpgEHKa1Xt7tkkVAEtgHeLrL/VzA3sCjg52zEGIPFg93lM6ttd/AuXPAnZ2RoZMJTThk4W+zSCU07tAqStf+HffGd9Gmm/D4k4iMPxnLU7T5Ppa3mHDVtwhPPB1n8+d4176Ed+0L+GqeIZE/hciYo4mNOhTt6Hs9hb/VDojWVSfxdwZEI0z2PsDNqEoHvqyhKSFyNn6Ce9N7BKech+Xpu7VyOjY3WbDAl2OQm+/A7VFdL7AzfSWTIX8QfXc6sxC+QiiaYAfN8SBE/RBqsDNMYGcSHR5wegadVUxZ4I8myPc6Bxx3+bLt4GigjRkqq5y8/2aUhvUpRozu79sC3S3oSdqZV+x1X5uvQdmZHNMFDh84nPb3znTZxzszPZ1/7oECvD4IBMOsXFJNydjcHq8bKIfhIM+dx5LmJUxT0yjyFm3/TkL0w3PPPZezcOFC75133ll29NFHt1RUVCSGe05i+/odHCmlLtNa/78+zjuwS+BO6Od4JvA4dlOFb2it3+9+jda6XSn1OnCmUuqGLu28zwSyOx5PCCH6T2uItkHbWghsst+UefIy0smsa9lcNGyhFPjCS8lZ8yjuhg+wHD7CVWcQrjwR7epj/ZIySBTPIVE8BxVvx1P3b7zrXiR34a1YS/5IbOSXiYw9hmT+XpszGe2tKerWJKmrTm7eHLS4zA6IRlc68A5RQLTlyafIWfwHkr6RhCtPzMyQliYWsdeO5BYYZOeaOLu3nNbazvAUToCCDG/uaTrBW2DfCsbZgUA8CNEAhBsh3GoHBmAHSg5PWk0eYkmL6qYQwViSWWPycQ4wOnI4FN4sg3hU4xpAZdzIcQ6cLqhZmWDEaLMj0EltHfxsk+Ux7O+P6bKzaqano7zN2S3gcWQk26Y1NCQ3YDpMQnUWjEjizstci3aH4SDXncvi5sXMKJpBgbcgI+OKPdv1118/8rPPPsuaO3du8K677qob7vmI/kknc3STUqpea/337ieUUgbwGHBcGuP9Dvg6duaoUCn17S7nglrrZzv+/Evgf8B/lFL3YTdV+Cnwktb69TQeTwixJ0sl7UX4LWvsdSZOj71gf5BvruyyOQgFUgT9Gm2Bw6HJCS8ge9WjuJo/w3LmEpx8LpGKr6Od6WWmtCuPyPgTiVSegKNtGd61L+Je/yaetS/T4DqAFebJ1LSOx99uP4/iMpPZB7oZVbEDAqIuvLXP4wjW0rbPdYNeJ7VVk4Vik6xco/f1NKFmyB9rZ3qGuuTNMO1A2pNnZ6gsCxKhjnVLTXZmKdXxwfDmoKHnJg/+SJLVjcEBtFHoWW6ewcZgqvfgSKfs+epkl9I2O7NjAmMroHp1gtn+JC5fRwbN4bHL2xwuUA4wzY6vDvvrDqwwbIk244/5yfPloS1NaFOKRESTVerAGMBaq544TSc5rhwWtSxiZvFM8tyZa8Ai9kwffvhh94oosQtIJzi6F/iLUqpBa/3vzoMdgdGj2Bmj89MYb++Or8exbVBVCzwLoLX+VCl1OHAT9sav/o65XJnGYwkh9lSJaJdW3EnwZGdkPVFn2Vyg3SIZ1xgmuF3gbv4Y38q/4WpdTMpdSGDq94mM/Ro4+mqu2Q9KkcifQpM1ibrYBdSvCuEP+1CkKHctZtqYRsqmjsUxembGGkj0e2rxdrJWPES8eDbxEfMGPE7XJgvFI0y7yUJfa2BCTZBbBsWTh2ctkGF0lGLmQG65nd5IhO11S51NHqLt2B3xTHB4sQw3G/wR6lsjZLsdOB0G7ZEBVtpo3ZHlSeI2EpipFFY41eV71lnipsFw2YGaI2tL+aDDBcoE00HFfnFWr1jFOv84JkzIzHq7TIkmo9QF68h22R8sKEPhzIJ40CIVTZA90oHDnZn/8y7TRTbZLGxayIziGRIgCbEHSic4+iFQBjytlPqS1npBx6atDwGnAj/UWt/f38G01l9O49p3gYPSmKsQYk+nNfjXQ+NSQNld5wa5r01nmZe/o2wOBS6XwusD98b/4lv1KM72laS8pQSmX0RkzFGDzqJorWlrtuymCtUJgn4NCkrLc5g428HYonoKGj/DU/caxoIAqRVlRMYeRXT0kVjeHfMmN2vFw6hEiMDUH6YdpPTZZKEv4RbwFUHp1H51JdshlAJXln3L7ti/MRG1S/HCrcT8m6jbtIFALEWR143Gg9Y9pHqs1JbSto7gB91DAwNl2JkdpwflziN3tIP2doUnx7N1WZux/SxPwWgvucUear5oYsLsnSc40lqzLlCHqUzMLqWvSilcPkUqZtFemyC73IE7JzOb/LpMFxrNoqZFzCyZSY5LOiQLsSfp9zsFrbWllDoNeAN4USk1H7gae+PWn2it7xmiOQohRHoSEWhYZi+i9xUOKijqLJsLB1IEOsvmnODxKZS2cG94k6yVj+II1pL0jcI/6zKiow4f9GN2D4iUgpJyk0kzHIyqcODxdgYElQRLf0hwynm4N/4X77oXyV7+IFnLHyZeui+RsccQL91/yDY8NQM1eGufJzLuWFK5lf1/jttrstCXSJudrSmbkZG1YkPKaTduaFO5LGrPxygaT76ZIBFvxxFpwhFtxRlNQCgJnRmfzlbUrqyOxg8dnfJMZ0dzAycYTru8rQtfYYq2FW3gTX+/JqUUFTOL+eKNOvxNEXKLB5npzJCmSBPBRKDXDI7pNlAOTXB9gmShxldkZqTjntt0o7Xmi8YvmFUya3PWSvRKD7QhiBA7mmVZCrtlZo/S+m2ptY4qpb6GvQboC+xNWH+mtb59ULMUQohM0BqCm2DTYjub0Pnp/QAkk5pIyCLQZhGPa0wD3G5lv/GyEnjWvY5v1WM4wvUkcypon/0LYiMPscuUBjR1TWvTloAoFLADotKRJpNnOhg1zoHb20eGxHQRG3UosVGHYoTW4133Mp51r5D/8bWk3AVERx9BdMzRpLIH0c1t20mTs/iPaEcWocnf6dddrJQmFrPfROXk99JkoS/RdjvgKN97l9i01bI0da1hVjUEyfE48XhcpICUJ59E7jiwkvj9bTC2BJxuO+gZYCbM6TLxZDlIxFI43en/Pxw3rYiFb9ZRs7CZmYdm8P/JAEWSUeqC9dvN3BimwpllEG1JkoxaZJc5MdP5P9ULj8MDYAdIpbPIcmYNeszdlVKqJhQKjcjOzg4P91yE2J5IJOJRSm3s7XyvwZFSamwf416A3UjhT8ATXa/VWq8dyESFEGJQElFoXA7BjXZ3sQG8ce4smwu0W0TC9odKLpfa0vo6FcNb8zK+VY9hRhtJ5E2ibZ/riI84MO11PlprwkFN08YUjRtTbKpPEg52BESjTPba28HIcc7+Z1O6Po+skYSmnEto0ndwNX6Ed+2L+NY8Sdbqx4kXzSIy5hhi5QfbJVmD4Gp4H1fTJwSm/ajv7nv00GQhp48mC72JBexGAOWz7fUyO7lYMsWKTQGagjEKs9yYPWU0DAcpZw64ssEcfHlgTpGXxrWBAQVHnmwnZRPyqF3YzPRDRvW93muIWdqi1l+D23Rh9ONnSymFK9skGbEI1CXIG+fMSAbJ4/Cg0SxsXMjMkpn4nH230U+HTibRsRhG1q4fdCUSiZtrampuLysry8/NzQ06nc6kZJHEzsayLBWJRDw1NTWuZDJ5XW/XKa11zyeU6tywoNf79nRea73T1jgopSqA6urqaioqKoZ5NkKIjAk22NkiFHjTW0C9uWwumCLQrtEaHA67dK7zl7tKRvDUPo9vzVOYsRbiBdMIV32LeMm+/V5jo7W9VqlpY2pzQBQJ2S+hThcUjzAZVeFk1DgHrgEERNtjRJvx1L2KZ+1LOMLrsZzZREcdRnTsMSRzJ6Q/YCpO4VvfA8Ok5Ut/7rVsr2uThbxCY/tNFnoTD9ud4Mbsa5eb7eTaIwkW1bejtSbP23cg1xyKcdDEYpwZCI4sS1O3vAWXxzGg73P98lb+9/RqDj5lIuUT8wc9n4HaENrIptBGct3p72kUD1oUVmV2Q9twIkxKp5hZnJkAyQqFiC5bBi43vhnTMzDDoVNTU0NlZSVApda6prfrPvnkkyqHw3GlUmqW1roA2EkWAwqxmaWU2phMJq+bM2fOK71d1FdZ3a/pOzgSQojhlYxB00q78YI3L63mB13L5hIJjaG6lM11UIkg3ppn8a35B0YiQLx4Dv45vyRROHO7QZFladqaLBo7gqGmTUniMfucx2d3YyspMykuM8jzRlBGHKwouPOAzH/GZHmKCE88nfCEb+Js/gLv2hftjFLNP0nkTSIy9hhiIw9F97N0yFvzLI5wPW373bhNYNQZcFopjceXRpOF3iSjkIrB6J0/MNJaU98WYcWmADluJx7njv280DAUOQUeAi1RPFnpZ0/LJ+bh8jqo/qJ5q+BIJxJY0SiGx4tyDs36tU6hRIiNoQ07VSMEn9NHOBFmYZOdQfIOovtkoqGB2PLlaBSmY2i/lzvS3LlzVwLnDvc8hBisXn8qtda/2oHzEEKI9AQb7WyRtvq9X9Hmsjm/RSS0pWzO69v6A04Va8NX/TTemmcxkmFiIw4kNPEMkgV79Tp2MqlpaUhtDoaaG1Kkkva57FzFyHEOissclIwwycpV9nTjQbu9eE4Z5JTbm4u2ru5oszxEC+KVQaJ4bxLFe6Pifjz1/8a79kVyF96GXnIP0fJDiI49mkTBtF6/pyrWStbKR4iVHkC8dN/Nx7s3WcgrcOByD/LT+2TM3kdo9L52E4adWDxpsXJTgE2BGIW+XsrodoCsfDf+psiA7muYBmOnFbL600bCm1pwxMOk/O3oeAK0hXI4cFZU4MhNP6PTHymdYq1/LR6Ht1/ldN2tCa3igZo/c5TzCI6qPCqjDQJ8Th+hRIhFTYuYUTxj85qk/tLJJLE1a0isX4+Zl4+2el0PLoQYRv36yEIplQ08B/wtnXbdQgiRcck4NK+CtnV2tsjR97oZrTWJOISCKQJtW8rmPD1kMoxoE741T+GtfQFSMWLl8wlPPINk3sRtxo1HNU2bUjRtTNK4KUVro0VnlXJeoUHlJCfFZSbFZeY2wRfxEFhx8JVA7ii7wQBAthvcPjsbFvWDJ4eh3GlTu3KJVJ5ApOJ4HO3L8a59CXf9G3jrXiGZPZbI2GOIjjoc7c7f6n7Zyx5ApeIEp34fyECThd6kEvb3YfQ+4M3f7uXDyR9NsLi+naSlKcnu/1qu15dsYnVTkFlj8inwZWYdlcvjwOlxkIyncLi2n7nSWkM0RioSwfL7GelrY5WlqX6vmvET3CiXC8NjB+tWIkF85Sqs0lKc5WWoDGc+NgY3ErfiA8oabYxu4M7VvyNqxXhoyUOsaFvB+TPPH1SWp7ssZxbBeNAOkEpm4O7nur1UMERs6VKsaASzqBilFDoWy9i8hBCZ069XNa11UCm1L/C3IZ6PEEL0LtwCGxfa+75kl/SY2dBak0xCMm6/YQ8HLBJxjWGAy616XIdhhDfhW/0Y3nUvg04RHXUY4Ymnk8re0pcmEtpSIte4MYW/1f7UVxlQWGIyeaaL4jKTolKz92xJMgKJmN0wIn809LR2wemDEdOgda3dityTO+AOeP2mFMn8KQTypxCc+n3cG97Cs/YlcpbcQ/bS+4iVzSM69hjixXNw+FfjWfcykfEnE/OMIh6yMMxBNFnojZWESCuMnG23Y99Jaa3Z0BZlRUMAn9NBtrd//1Zaa/76fi1PflIHwEc1LfzquGkcNb0sI9mOvGIPTXXBHoMjbVnoaJRUOIzV7scK+LcU0Tud5JVmkZcfoH4DTJyx9f9Rw+lE5+WRamoiFfDjHjcuYw0FgokgDeEGcgaQIWxLtHLb6ptRyuCXY69nueczHl/+OLX+Wn4y9yeMyRmTkTkCZLuyCcQDmzNIrj7KebXWJBsaiC1fgfJ4MAt23v/LQghbrw0ZtrlQqXeAD7TWlw3tlIaONGQQYheVSkDzamhba2dTupSzJJOaZNwu54pGNNGoRqc0KIWhNA6nwnT0/GbTDNbhW/13PHWvA4romCMJTfgmKV85Qb+2s0IdAVEoYL9WOpxQVGpnhErKTApLzF7H3zLJqL33kjsX8seCux97pmgg1AQtq+0Wz0NVZtcHM1CLd91LeNa9ipHwk/KOQBsuVDxA/QF/weHLHlyThd5YKTsQHjEN8kZlbtwMS6Q6yuj8MQp8rn6X0aUszV1vruT1pQ0cOXUE+1QU8PRn9SzdEOArU0q57uvTGFM4uEX/qZRF/bJW3D4HWKnNwVCqvR0dDG2OhZTLZd+6tQ9fszLKos/CHHJELnn5PX+OasVi6GgU58hyHKWl24yRjqSVZFnLMhymA5eRXgYtnApzy4rraYw3cnnVLyi3xlFY5WJJyxLu+PQOoqko35vxPQ4effCA59eTQDyAy3AxvXh6jwGSTiSIrakmsXEDZl7+Nlk2KxZDOUx8s2ZldF6Z1t+GDELsLtIJjr4CPAMcr7V+c0hnNUQkOBJiFxRphY2LIRUl5SogkbA7oEUi9vohK6UBhUJjOhQOB9vtUmX615C16u+4178FhoPQ2OPYUHAKDa25djC0KUUsYr82ujyKkhHm5hK5/KI0AoFUAhJBcGZB/jg7OEo3hkiE7TK7ZHzoy+y0XXaoLbA6btrS6FQcX9P7ZK9/EU/rZ/hnXoZ75tGDa7LQ6yQsCDZB6RQoGJfZsTMoGEuyuL6dWNIi3+vs9/chmkhx08vL+Li2ldP2HcMZ+42lJRxn/8pC/vbBWn7/2gosrbn4sEmcN79yQB3srHgcKxSicXUDwfVtuKwoABqF8nhQzu3PNxazePX5NionuJk+u/fMkLYsrGAAw5eFe+xYlDe9dTid1gXW0RptTXuz1YQV5/bV/49VwRVcNOGnTM2dsVW3upZoC3d8egfLWpbx1XFf5aypZ+HM4P5YgVgAj8PDtKJpW42bCgaJLl2KjsUx8vJ6/H5LcCTEzimd4OgBYF9gKrAAWAF03+xLa62/m9EZZpAER0LsOqx4gsSm1SQa1hK1fEQTLlLJjkBIaUxTYTpIK2PhaFtO1spHMTd+yMbUNNb5TmB9cjpNjQbJhH2NL1t1dJGzbzl5RvoBgJWwmwg4PPYbfE/B4GIaKzngMrvOgMcOdLoEPJqOssTNOQQUYJh2dsxwKJwOMB125s007KDT1FEc3iHKYmkNoUYonADF267z2hlordnUHmXpxgA+l4nP1f81N/5Igl+/sIQVmwL84MsTOHp6ObB1K+/1bRF+9dxiXl2yickjcvjNCdPZp6L3UiytNToaxQqHSba3k2puxorYwVAiZdDYZuLLG1jA8tH/AjQ3Jjni2HyM7ZRLWpEIJBI4xozGUVTc3w73ALTH2lnTvoZcV25aP2uWtvhzzV180vYR3x33fQ4oPAjYtpV3ykrx2LLHeH7N84zPG88lcy+h1DfwDaJ7mn+WI4upxVNxKAeJjRuJrVyJ4fVh9PGzsqsER9XV1YwfPx4kOBJ7iHSCo/60VdGyz5EQIl2WpUnGUyRiKWLhBNGWNhKb1kAiDp5sTIeBw8F236D1atMi/Avfo6nRwfrkdDbFq7A6XqpyC4wubbVNfNmD2JpDp+yNSg0n5I2FrMK0N4ftfWzswKFlDdrhRhseLN0t4AG23oLODnhMh31zOOyA0uFUmKbCMOzvqWHY0zQMMp8J6vfz03YZYf4YKJnS7/2jdqRkymJVY5D1rREKfC4caWR1GvxRrnluMQ2BKJcdMZl5E4o3n+tpn6PXlmziV88tpr4twmn7juGKo6eQ73PZwVA4bAdDLS2kWlrRyQQaUA4nRkdmCOzAaeP6BIZi+6WfPdi0Ps4H7wbZd1425aO3X+qmUymsQAAzPx/X2DGb59GXhJVkWfMyXA4nTqP/GR2tNX+ve5g3m17nlFFncETp0ZvP9bbP0UcbP+IPn/8BQxn8aO8fMWfEnH4/3vb4o36ylYfKNic0NmPkF6DMvt8O7czBkdaaUCJES7SFz5Z9xvH7Hw8SHIk9RL+Do92BBEdCDD9taZIJa0sgFEoQj6bst/SWhRnZhBlZj+n2brW2qF9ja7vUzt9m0dacon39JvwNYVpjZWhMFBZ5RQbF5U5Ky02KRzhwZ2LDVW3ZQZEyIG80ZJXYKZg0564tu0xQWxqr47blAgAFiTCqtRqTBGZ2jh3wODsCH1NhmHY2zQ587Bhjl9ipPtRktzMvnWpHaTuZUCzJkvXthOIpCn2utL6nNU0hrn1+MbFkiqu/NpVpI7feqLi3TWBDsSS3vbacB/5bQ57Hwc/n5HNMQQJlWfY/rNNlB0N9dIwLBZO0Nifx9LNRRFeWpXnthTbyCx3sf3D/myRY4RBYGue4sTjy83u9TmuoDdQQiAXISnP/qn9t/CfPbniKI0qP4ZRRp291rq9NYDeGNnLrJ7dS66/lhIkncMrkUwbUMnwbwRDBRYvIMjxUjJ6GqbafUdzZgiNLWwQTQVqjrWwM/X/2/jtOsuyu78bf5+bKVZ1npnvyzuak1SpYCSGwAYlgjBG2sP04ERzAOIHtxwaD/WCD/Tgbg3+YnxMIAUIgyUJggyIr7UpaSZt3cp7pVLnqpnPO88e5VV3d093TPTuzO6utz+t1X/fWrXRvxfM+3+/3871CLGNsy6ZxqcG7H303jOForNeIvna6j4011li3nbQ2IJTGkriX0u+lxF0zy43WWLbAcW2CgoNIerB6ytTYFKpcLw8tChWtuqJZX7+OozWg8IXDpNfiyN4uat9Bgkkv61ea0BUJsufgx4KcZ+NYFq5t4VhiF0ELbXoToaE8D8UZE6LZ5HUYgM9gMXGekYazAmzXwnZtHNcy9VOejW1bJrpjG6c9y65hMQdLL0DronFys17lP+W9VQOUM3fflmC02DJpdL5tMVnYuU03wFMXm/zTjz5L4Nr88+98gAOT20OATlNUt4tstxH1Oj9cafLH3lLgJ58O+dHPLvPBGZ8ff+MUhyo7i7IYKJJorXcNyZYlWDjgc/LFkLCvCHI7e2+sfAGdpsQnT6Kmp3H37N20cWwjalAP61T8yiaPsrU+s/JJPnT513lT7S38ib3v3dV95wpz/NRbfopfevqX+M0Tv8mL9Rf5odf90K6PYSit4coSnLlAMVeibcWcbZ7lYOUg1q12mbwJUlrRjttrQKRiHMuh4BaG9V8du/MKH+VYY7282nXkSJhf14eBw9muU8CT+lUQghpHjsYa69YqTSRprIj7KWHXRIW0AoQZ/Duuhe1uqOHRGtpXoHHW9PvZ4MoWR5pWXdJqKJqryqzramiYAOB6UKoIyvYFZqPPMsvT5AsJrQN/lPrM16E3SddRClKlkFIhN1zn2YLAtQlcG8+2cByBaxlwyg4aoq6pBSrtQeVnUcIx4DOo50GDFiDMoNRxbRzPwvEsXM/Gdo3LneUY+LF3W3ivNbQuwdVnwcub5dWoXt3UUe15aFOwfCWVSsWp5Q4X6n2qOW/X5gifPbHMv/y9F5gtB/zjb7uXmdKGSGiaQhKz2ujw+kkH0WygOmYgqoXA8gNjoCAESmt+7XiH//fLdfqp4i/fW+H77qvg7+CYVpcSwkjhebsHz3ZL8ge/0+SeB3McvXN3tWZaa3SnA7aNf+ggVnHNbCGWMc+tPkfeyWPvIsr6leaT/MdT/5q7Svfy1w//TZxNJga2ixyN6hPnP8EvPvWLFN0iP/zID3PXxF07Pg4AkgROX4CVVSiXIEuja8Vtql6F/eX92wLSKxU5kkrSSTos95dZ6i2RqhTbssm7+U1fz4vnLvLHXvfHYBw5Gus1ol39Ewkhvgn4j8BGC6EzQoi/orX++E07srHGGuu2lkyziFAohyCkUmVACIHtWvg5Z/sBStI30aKoQ2KVaa1Cqx6viwaFvTUIclwoVy32LDhUahalmoUf9Chd+hDTl34bL23QmTzG1fnvYnHijdvW+1gWeJYFzobbaEiVph9L2mFq6nmy2h6hwNMhOUvhlKZxKnO4Io+vbLzAxs9buL6N49nDaI+dwc9NT20Twthc+yW4/FUTfcnVbstanS0VNg3UzT1w24FRL0559lKLbpQyVfB3/f79r6cu858+eZI7Z4v8w3cdoqxCWGxCvwe9rlmnBsudKCEJa7j5vKlV2eS5LCF477ES71rI8zNfXOU/PtXkI2e6/PgbJvkje7aHlkLJptdVcAM9Zktlm9qEzfnTMUeOBbt6HYQQiFIJFcdEL7yIs2cOZ24OhMX59nksYe0KjE52j/MLp/89C/kD/OChH9p0IL8bfd3C13Gocoh/9YV/xU8+9pO87+738S2HvmVn59juwounQUqoVdddVfZKNKImtM9zoLwfwSsfDU1VSifusNRfYqm/hFIKx3bIu9eH0zTeScn5WGN97Wg3hgxvAf4A6AK/BDyTXXUv8H8BBeCdWus/vPmHeXM0iBw9/+IJ7rzjyCt9OGON9aqQkoo0UchEEYcpUT8l7qekiTKDHzJHM8/ekXNcGktay31aF67SvLRCq2XRagp6nbXfIts2RgnlmkW5alGZsClXLfJFkc2iQ9i6infiN5i5+jEc1adZfR1X5r+LTvm+HQOCSXdbc3LTimGy22AtbDNud+lj6T5pboJeeZ7YySMsgbBNWCxwbUq+QyFbfNfCdyw8+wbc7nYrmdyyNDulQKFRA9c7rbGEwN8IlbtV1DYv7r5HTMTwNtJSO+TZSy08x6boX+e11NpEEIzHPLrX439+dZFfPdHl0Zrg7x4RBLZlbicEuC44TmYJaF7DZj/mwYUqzi5SCv/wcp+ffHyFs+2U9xws8KOPTDC1RV2R1prLFxNsmx016dVhH91qoJsNVKvB2Ssez3YP8Sb/caa/4a2Iwu7stiFrPNvpIIKAzlyJ8/EilWDnqWyXw4v88xf/CQWnwI/e8Q8pu1vfd6eRo4F6SY+f+8rP8cSVJ3jD3Bv4gQd/gPxmDZrBfCGuLMGZi1DIgb81cTajFpO5CRZKC5sC0q2OHCUqoR23WeotsdxfRmmFZ3vk3fyO6qzijuLCH/b46u+d4v/+pT8N48jRWK8R7QaOPg7cDbxRa315w3V7gM8Dz2qtv+mmH+VN0gCOPviJL/JH3/QAhev96Y011mtIoxCURJKwlxCHKTJe+40QFtiOqYexrpPOIxNFayU0ILTcp7lk1t1GPLyNZUOpYlHJQKhSsynXLAqlzSMtidL0V85QOPkBZlf+AKEV9am3cmXfd9Ivrp/wGIDPKPwMryOr9hED22qGLm5iYGSQrS0ZYsddZFAjqhxGbVGbkEiVLZpUrT2ZLQR5z6GUcyh6DoFn4zsGnHbjdradjHmDQrYuIq4+i3TzaCeP1Bo0qAxqNBopNVJrlAKpFGlm/CA12X6NVAqpBvdZk4VgUC3lOxbVnEspcMll57RjxV3T6HX+0dsqHVAqzenlLmdXutTyI2l0SkGaQBwbB8WwD70+9HpmO3uVpNb8h9Oa31vSfOOcy1+9p4jtXD8yciNwBBBJxX9+uskvPNMksAV/8+Ea331HCWuT706rHtO8WMeLWgZ8MvjRrQYqWw8WomjdfRMnx2ff/P+w58rnuOvqx/Hf95dx7r8xp7ew2+L8ygn8+f3YUxM7qjFbjVf55y/+JKlO+bFj/4hpf3sb7t3CEZjfi4+e+ii//PwvM5Ob4Ude/yMcKG9IkokTOHUO6k2olK577FprWnGL6dw0+0r7rgGkWwFHiUxoxS0We4ushCtorXcFRABhQ3L+M10uf6GPSkHNrvJD//hPwhiOxnqNaDdw1AD+hdb6n2xx/T8E/pbWunrTju4mawhHn/wSU3PzPLBQpZK7ec3gxhrr1aCBbbZMFUkoifsmGpTEMjN+3h0EKalor4Q0l0NaS32ay31aS306jWjoKC0sQWkyoFIVlHMdyhMOlekchZLYUbQpTBXR1WeonvkAU/XPoYXD8sw3cGXvdxB6e1ByLeoDazYHlmvgx3YyALLX4Meytm8WK9IQO+kg3RJx9SjSr95QyprS2kBTqomlQqOHkSnfsQw4BQ7FwMESIoMTTTpcK1K5YZ9USG22pVoPMG7SIV9/BkvGpH5t+IIMfuoFgsFpW5mTnRAmbUvAMBpoXceYIpWaKJGk2QMbWPIo51xynomYbaqkD2lkwMjffQTiVqnXj3nu3DKdTp+qA1YYQr9rICjqs+5Ftu0s+pNFgIQglJqf/Wqbx5di3ns4x/uO5HcUMZRK0YlSHlqoYt+AGYWKIs6eW+KXPneWy5eWuc/p8+5aQjVsI+t1ZKNh1s3m2odgVLk8olzFKlcRlQqiXEOUK4jK2toqV/jSU4IrF2NqrRP4zcvkZqoUX/86gkqOXM4iyAkzubDNOWsU59sXSJKQIFRQLMD8LHhbR1+6aZefPf5PWImX+Tt3/AP25w9e9zW5ETga6PnV5/k3X/w3dJIOf/H+v8jXLXyduaLVNml0Gijt3FlvCEj5GeaL+xg1YblZcBTLmFbU4mrvKvWwjkYTOAGBE+zKia+7lHL+U12uftn0yZp9KGDh7QUa/avjmqOxXlPaTejEA9rbXN/ihjKaX37lskLrL52tc/++MlMbi2THGutrQEppZKKMSUIkiXopcV+SJGlmFJA5pNmmPsjdJj1Ea03UTenUQzr1iE4jMkC01KezGq4NvAUUJwIqM3n23ztBeSpHZTpHsSSwWmeg39hxE1MNdHoJ8cXHmb34G+zvfJXULnBx9ru4PPMeEqc27N/jBQaEhlbWWeRnqae51FMcLtjk3J0NlIRMsOMWysnTn3wAmZt8SXU8JgXNZrNAdSoVUaJoh+G6aNMAYIRYv7YykHFsC5fMsvuaY/Oh/Gb8+nHc7mXSYGLXtuI7kWMLnJE6oVRqljsRV9vm85BzLap5j3LgEgxgKY1M1GjhDa8IGOk0RccxOo5RUYzqdVHdLo3lBmcv17EsiwnPMRBh21kKnAvXAeNWrPipJ1u80Ez5gbsKvHv/zowLpFK0wpTDU/l1YKSVQrVH4CYDnHQAOiP7dL+PAP7C6OMKi8VCmfL0BG6thnf4MHa1St8pofJV3IkaolI18OPtzH3vjrtTkgT6xTtpFA+S4sJXUkaHBbYDQc7KYGn9kstZRFaLnuxRCopmtNDrG+CY32MiMRte41jF/IdT/4or0WV++Mjf2REYvVTdNXEXP/32n+bffenf8Z++8p94YeV5/vzEt+BdWIJCfts0us0khKDslVnqLWIh2Fvcy0vrCG0UyYhm2GSxt0g9qiMQ+I5PNajuOo23fTHh7Ce7LD8bYTmw9405Ft5aIKia343GuZd8uGON9arSbiJHXwRi4G1a63TDdQ7wKcDXWj9y04/yJmkQOfrYH36FfQsHSKSi0Yu5e0+ZPdVb1PF9rLFusQZ9g0w63KAmSJLEKYM/4UFdkOVY2FukPyml6TVjuo0MgDII6mZrmYzkpQkoVn3K0zkqUznKUwHl6RyliWD942tM/5r66cwBYf2A2PTzMTXNxt4apIZuP8S6/CkWFj9IuX+KxJtgaf+30zzwTWgvvwZAmwwCpNJ84UrKR04kPH45RWlz/vMli2MTNndMWByr2RytbQAmleJETZTtE1eOkOanb14D11dCWuN0LxPUn0e6BbTz8v7GpakmTOUwNS9vSSacPsGBN5KvTuO91JqlbaTjGNXvI/t9VNcAkO720GmydhsA2+FKL+VyN6WYD3btRgew2Jf8xJdaXO5J/vYDJd4yuwlsaG3S7zod6HYQnTaq0yZqNJlQMV7YvTbKIzd6KILI5bCrVexabd3aGVyuVunky/zrkym/drLHnrzNP3h0knctmNTFsK9YupqQy7/01z4+dZLWB95PvxmS3v9HSO9/C1Fq0+8rwr4m7CvCvtokWKVxfY0baLxA43oK14rwaj7u3ipexcUtWAhX859O/zu+3Pwif/ngX+HR2pt2fmwvIXI0kNKKDzz7K3zo9Ic5aM/wN/a+jzl/6vp33EJaa5pRkz2FPewp7gHEriNH/bRPM2pypXeFdtxGIEyEyN6dUcbgeBqnE859skv9RIwdCPa9Mc/8H8njbWiEPXarG+u1pt3A0V8CfgH4NPAzwLPZVfcCfwd4K/B9WutfvAXHeVO0EY7ADKRWexFHporsn9xZGsRYY70S0kqTpgoZK5JYGgjqmXQ4cwMz8Wo5WzukyUTRaUR06iHdRjSEoG4jotuM0SNNRy1HUKz6FKo+xZpPsRaYyzWfQsW7brodaYxePY3qrqKcEkrbKEU2O2yqfizL2HA7rkBZmk7YxTr1cebOfYigf5m4uI/60T9Be+GdaHv7FNiVvuJ3TiX8r5Mxiz3NRCD4psMud07anKorXqxLjq9KljMLcAHMly2O1QR3lWKO1SwWFg7iVve8+vsGjciK2wQrzyBkjAyqr8xBqBS6q6xU7iX0J0xmku8wVfSp5l0KvnNDYAKgkwQVhsheD5VFVHQUm1RCIRC2g3Bds9hrEbQ4lZxZ6dEOE8qBu/PffqUy0GlzZbHJ+59aJOh3+ONTij2qB90OdDqIbge67exyF6GuhR0ALAurXMbZBHo2rq1g51kOTy6F/PjnVzjeSHjXfI6//+gkczmbyxdiXG9n6azXk04S4o/+OsnvfRhRncD/3u/DufuBteu1Joo0/V7K+dVF4lCjYo8kFCShIM7WMt1kksNJaLkrFEs5ZmvTeAULt2AN127Rws2JTQHoZsARTZNG96XoBP+h9WE0mh+c+RM8Wrznhh9SaU0rarK3uI+5wtyO4KiX9GjGTa50rtBJOggEOTdHsMsG2QNppVl5IebcJ7u0zie4BYuFt+bZ+4YcTrD5d3AMR2O91rSrPkdCiH8O/O0trv5ZrfWP3ZSjukXaDI7A/GCtdGPmawFHp0s35U9jrLFuVEMIyowRBu5wSSQZ7Z1jZ1GgjRAU99ORqM9aGlynHhF2knXP5Qb2EHiKNZ9iNaBYM0CUK11/wKj1aGNTlRkgaETYQDfOmRSwYhHPEziewPXE0DHLdkzkpxOnLK+s4rzwYebOfQQ3qhNW72D12J+ku+eN26bgKa158qrkIydiHruYIjW8btbmPUc93rzPGelLtKbVvuJ4XfLiiuT4SsSLDVgJ1yJs8xN5jk4XODpT5OhMicNTBQL39m/muJ2EjPEaJ25pmt2WUhInXCWcvJe0MDfcHaWSfrwWWSr6DtNFn8o2sKSlRPX76H7fpJg1muiwb64DhOdj+T7C2R5u22HCyaUOQmkKMjYQMwCaTjuL7nQysGkjut3hfrodxBb/m9qyoViEQhGKRXSxZLYLRXSxCIUSMp+n6+ZYWJimNjuFlb91k3KJ0vzX51r8h682sAT8tQeqfPtcnl575w1ddyJ5+gThf/s59NVLOG99F/53vg8RrEUqV/rLrPRXKHib1+rIFJJIkHQUcSvlq/oSZzuLHLbuYkbuJe5qkp6CjY7SAty8WIOmollbjmDfm3ME1RuY5FAKLl6Bc5dNbZHnspjU+ddXfplT0SW+tfo2vmfyG7FvsMGr0pp21GJPcS8zTu0aONJa00/71MM6V3tX6SU9A0ReDt/eXQPidc8rNUtPh5z7ZI/u1ZSgZrHw1gJzj+Swr5NyPIajsV5rupEmsMeAbwcOZbtOAb+ttX7xJh/bTddWcATmB2mlGzNd8rhrrnzTXKTGGut6ktIYI0TdhF47Jgml8QPTxjDAskxN0ACCtNaEnWQk9S00qW8ZBCXh+hnqoOhSzKI/hZo/3C7WArzc9oMHpQz0KKmHKXAMGpxi4MbxTHNTN7BxbYnTPIXVu4pdqmC53hapb9AKYxavXKZ84kPMXPg4dtqjO/Mw9Tu+i/7UA9vWeDRCxcdPmyjRpY6m4gv+2CGXbznisa90ne+u1thxC6EkcWmBpDTPSig4sdjhxGKbE0sdTix2qPcMSFoC5mt5jk4XM2AqcujVCExa43QuETRezNzsrp9mF0vNck+z1FMs9hRLPU0r1rx5n8ODMzsYeGqF01shnLiTtDS/7U0HsCQzWCq7NlOuooTEj7qmQWqvZxyxATzPgJC7SYPfXo/o+HHSpSVTu9Num3WrRdhokbRa2L0u9Lpbg47jjIBNCQoFyGDntA74rRUHq1jifQ/OUJssQ6EEQbDt5zZVinaYcHS6SK1w4wPd3epiJ+GfPLHKJy72ubPq8lf2l3jd3M1Ns9RJTPzhXyP5Px9F1Cbxv/f7ce66j77sca55jrxb2NRFb6M+FX6e/97/EG92HuLPH/5BRMGkBGqtSfuauKNIumaJB+uOIulqkq5a565ZXnCZusdn6m6f/PQOPq9RBCfOQqtzjRtdrBL+2/L/4n+3Hueu4CA/PPdeak559y8Ua4C0z5thujxH7oEH6CZd6lGdq92rhGmIEIK8m8ezX1opt0w0V77U5/xneoSrkvyMzf63F5h5IMDaga07jOForNeedg1Hr2ZtB0cDrXYjioHDffsq+DuwYB1rrN1KSUUcmohQvxUR9QzMCAscz0SDtNJ0m/Gw3seAUJYK14hQ6Yi9toB8xV8PQBn8FKoezhaD+AH0GAAyPWwGqXkD/rHdAfzYuJ6F49nYtpmZHayH8NNZgqvPmDvmqps+ZywVq92Y1UunmTr1QaYufQKhJJ19b6F+x58gqh7d8nXTWvPVJRMl+uyFlETB/dMmSvTWeQfven/0WmMlbaw0JinuIy7v3xYQVjoRJ5c6HF80sHRiqUNjBJgWanmOzBS5Y6bI0ekiB18lwGTFLYLlZ5BpwqIuZ+BjAGgpA6DBuhFd+//gWpAoeGDa5s/e5/Pg7BaDTq1x+stElSMklYPbH5TWEIYQhSZC026RNFpEUpr+OI5LrlSgWspRCjxynrXOwCBdWSF6/nnC558neu454nPnTARgeNAuVqmEzBVI8gXsUgmRgc4o+Ogs4kOhBL6/Keh87Hyf//RclzsqDv/o4TJlb2cTaQMwumOmSDX/8oHRQFprfu98j//nC6ss9iTfujfPD9xZoeTe3IlAefJFwv/+c+jFKzhv/wYuf/0fgSDAs67vDPtk/Aw/1/2f3Occ46+478WJU5ibhanqjiy/wcBA53JK2lesPB/RvmhKpPPTNlN3+0zdE1Dat0lz6noTjme1kcWt3eg+3f4y/7/FDxFYPj80+17uzR/e0XFtlNKaVmeZyeIMrSOzRDLCFjZ5N497nRTinSiNFJce73PhMz3ijqI073DgHQUm7/J3nW44hqOxXmvaTc3R3wH+D/CkfpUS1U7gCKAVJjiW4IH5Kjnv9h/sjHV7SylNEqZEvZReOybupWb2O4MhgMaVHkvn2ixf6NBeDek143WFzLZjUah6pu6nNloH5JMvr6//Mf19RtLdlOn3g9AITORJCFOXZPs2rmvhDMAnS9Oz7SxStZM/0TSGlRPQPA9BBZxrB369WLLciehceJa50x+kdvVzaMumvf9d1I9+J0lx75YP34o0//tMzEdOJpxvKYoufOMhj3cfcTlQ2dn304o7WDIiyc+QlA+i3J1b8Q6ktWa1GxtYWupwMoOmRn8NmPZP5DkybYDpSBZheiUmWZTW1Lsxy52Y5U7EUidiuR2x3IlY7sQsdUIavQS14Zc878JM3mI6L5jOWUwPtvMWM3nBVN5CAB89GfOrz8Wshpr7p23+zH0+D83Ya6CsNU64SlKcN8A7ChlaQxwZGOp1oNE06WpKZkVztgET1xveT2d26FGqUFJiX71E4fxpgrMn0SdeRC0vAyCCAP+OO/Dvuovgrrtw9+7FKpXoapuTK6Zeo+DdWD2Z1ppfPtnj/af6vH7K5UcfKBM4OxtkvtJgNKpuovh/v7DK+092qHoWf/3OCu+ay93U1D4dR8S//QHiP/gYsloh/O7vQR7ZvvH68fQM/6r9i8zbe/hbpb+ELzwDuJ2eabY6v2fHTnGjNUdhQ7LyfMTysxGN0zFagVeyMlDyqe63sa5ehfNXoFwwDoXX0fnoKv/qyi9zOVnheya/kW+tvm1XltkDyTAkFCn+/ffi3KQ6x7iruPhYj4uP9UhDTfWIx4F3FKge3kVd3QaN4Wis15p2A0eDhJom8Eng94Hf11o/c+sO7+Zqp3AE0IlSpFI8uFClFIx7IY21cymlSSJJ3EvotRPCrhk8C2H6gCBg9VKXpXMdls63WbnYGUaCylMBlen8+ghQ1ScousOUumvAZ/AdzmqRBCYNz/FsHNfC9U3kx7LFGvg42/cj2bF6q3DlKdASguq6QbDW0A5TrjR7qItPsvfMBymvfAXp5Gke+hYaR74dGdQ2fVitNc+tSD5yIuGT5xNiCXdP2rznqMvbF9wdDUqFjLCSHkIrpF8jqh5GeTeWBrOVBum4xxcNLB1f7HByqUNzAzAN6peOThtgeilObVprWmHK0hB2zLLUjofbK90YuYF8PMdiuugzVfSYytazbp99+gqTpRxT5RyFHdqdA0Sp5mOnEt7/XMRKX3PflIGkh2dt3HCVJD9HNHEnJIkBoW4X2i2zyKx+znYMBHne1pGBOIazpxEnX0ScPI44dRzRN3VGqlwhOXSU9NBR3GN3Ur7jCMW8T96zsxQuzdVWxLnVLgXPwbtBUJVK83PPdfj4xYhv2OvzV+8pblrPtpm2AiOttfmSDJbBd8eybrkxkFKaTz3X5d+cbPJ8K+HRSZ+/eXeV+fzNMyLppT2ufvXTTPzmh7FXVoje8lbCb/7mTXsaXZRX+Jn2z1MWJf5u6fspWRsmL/ohpBL2zUKtcl1r/a0MGZK+YvWFiOXnIlZejFGxxnY1k9N9pg7BxLzC2WEWW19F/Pzib/K5zlM8kr+LH5z9Lor2LlMVo9j0yrr3jt3dbxOFDcn5z/a4/EQPlcDUPT7731GgPH/j45el3hJPLT/FY08/xq/82V+BMRyN9RrRbuDoLuBdwNcDbwcmMbC0CHyCNVg6eUuO9CZoN3AE0I8l/VTywL4KtcKrooXTWK+AdAZDUT+l344JO4mJzlgCx7XQDGCozdK5NquXuihpvnfV2RzTCyWm95eYWiji+va14KOzP3iRRXxcC9e1cXwLxx0BH2utz082354dYJYvt6s1a+utbhM2oHHe9C0aiRYlStPsxlxudsldeIy9Z3+TfPMEqV+jfvQ7aB38ZpSb3/S17Caa3z+T8JGTMacaipwD33DQ5d1HPI7UrjOw1Qor6WHJCBBIt0Can6PvlBFBGftlMlrRWrPcibP6pa5ZL3ZohSa9x7aEAaaRGqaDkwaYtNZ0I2kiPUPoyYCnE7OUrWO5vjLdscQQeKZKfgZBZpkueUwWfEqBs+mg26TZPY1QyZawup1imUHSsxHLfc29FcmfPgz3T80Yg4M0zT6QwkSEPH/7FKl2y0BQBkKcO4PIbK31nr3oI8fQR+5AH7kDJqchmzQYRpayz20pcBAIGv2YSuBd32hHqbXPt1qDliiV/OxzEZ9flXz3vM33LtjmdPTo98Gc3vq1QCpFN0o5OJmnnPOGY/phs2LbRpgvLiiFlhKdvbdipOvs4GHNXr2uS84oV+ksJC1E1sRsZBFCZJ2PzeVGQ9LuKj6+EvMLJ9okWvNnDpX404dKeC/xuyK15EzzDLZl46aK4GMfw//sZ5CTU/S/+7uRhw4Nb7uqGvx06+fQaH6s9INM2Vt8BqWEbt/UAu2ZAW/rQf9O3OrkYp3G566wfDXH8mWfJLIQlqY2J5laSJmcl/j57cdHWms+3vwc/335Y0w6ZX5k7k9xKNi3/YszqpsAR73llHNZ41atYfbBgP1vL1DYSU3gBnXiDs+sPMNTy0/x9NLTXOldASDXyvHEDz0BYzga6zWiG645EkI8BLwzW94OlACttb5tPXB3C0cAcapohjH37qkwWxk3ix0rg6FYEvdTeq3YRIayr5HtWoBm5eIIDF3uGYtsAbXZPNP7MxiaL2I7FmkiURLQCjtt4ck6jqNxXYVtaywBtqWwbI0lsoGRVoAaGaCpdUYJ15dYWw8Gc1ved5P9QhgXuWBtFjdMFCvdiKVGh8qF32fv2d/C714iLuylfsd30l74evQWxcUvrko+eiLm988lhCkcrVm854jHOw+45LeJZgiZYKVdhJRoyyYNJpH5GWKnSEvapFJT9G3CVBnYBALHNIF+uWAJzCBqqR0NzR4GNUztEWCaLvo0+jFhsh58LAETBZ/pDHyG0DOIAJV8Kjl3R8XuW0nIGK/+Im5vkTSo7cjNTqcpxDG6H0G3S9zs8ntX4Vca0yylDneWLP7UkTyvm/a3joRoDYtXTTToRBYZWjQDMu04cOAw+shRA0SHjxqDhB1IRxFxp4tSOkuN3kAvA1eH0d22PeiKbM7ftmin8FNf7fJ8I+X77i3zniNlAxi2ZezeLStbhMmTFYNtQaKgFaXcO19hspRbiwhl99kuOqS1XoM1pdaiTEpldvvZ9ddcl12WcrioQSMxKdduk6bEoeTqpZjA16xEkn9/ssfvr6TsDyx+5JDP6yrOCJSNAJrjYOU3n9wY6GrvCq2oRX5kEsQ+eZL8r30AUa8Tv/WthN/0zXTthH/e/nkaqsnfLX0/886e67+5PRM1ZH4OyqVNb7ItHEkJ5y/DpatQKoLroBW0li2WzzssnXcI2wbey1MGlKb2p+TLW/+2Hg/P8a+uvJ+27PLnpt7Nu8qP7iz69xLgqH3J9ChaeibCsmHukRwLbyuQu94k0ohiGfNi/UWeWn6Kp5ae4nTzNBpNzslxz+Q93Dd1H/dP3Q+r8E2PfBOM4Wis14heChztwUSSviFb7wMSrfUrm1C9jW4EjsB0sV/tx9wxXWRhYtwL6bUmrbM0uTCl307ot+OshgcTGdKalQsdls53WDrbpn6lO5zNre0pGBhaKDK5r4hlC9I4a4wowPVtciWXgBZe+yS27oFbWJvxBYbDEyHM9uj+a/a9vNIaOnHKUiui3mwwd+HjzJ79CE60Slg9Sv2O76Kz982b2nH3U80nzpoo0YurCt+Gdx5wec8Rj2MTWwwetUakfew0BDTKCUjyc8ighnSK9CX0E4ljCfbVcsyUAgq+g1KafiLphAkr3Xhd2tkrAUvmVDSL7YgTWSrelVZILe8N096mM/Cp5b2X59i0xulcJKi/iPSK6KyPik5TSFJIEtM/qN+Hbs8M7AZyXSwdQ5CnXT7K/76c8mun+yyFimNlhz91JM8jU66JAJ0/m6XInTDrTts8T6GAPnzHMDLE/gMm5W4nSmKTuqekGcUXCjAxAfmSARlhma+RGAEZa3TftZGspXbEj3/4GS43+vytP3onbz268wagcapohQkPzFeYLN62f4lcOtEA9NC05bFzdX7m0ye42Ar5ljum+aE3HKAWZFEtDShJcvkystnCKpXW9Y0aqBO3udC5QNEtXvsdjiKC//VR/MceI52a4j+/x+fTe5b5G8W/wJ3uLowN0tRA0mQN5qYN0I4eQyukeAiK/oZj6Idw/IyJQFVLm/5uag3dhsXyeZvl8w6dVfPY+YoyoLSQUppU19y1Jbv8+ysf4Kv9E7yt9BB/afrb8a1tPr+NFnz2i7B/L/zJb9nRaWutaZ4xULR6PMb2BfvelMsat14fipRWnG2d5amlp3hq+SmeX32eRCXYwuZo7Sj3T93P/VP3c6R6ZF0N1LjmaKzXmnaTVlfFRInelS3HMH9DT5Kl1AGf1lr3bsmR3gTdKBzBWrPY/bU8h6eL415IX8PSWpPGKoOhmH4nMWlwOmtWqtZHhupXe0Pb7Ym9Bab3F5leKDG510COTLLZXCHwCy75oouXc3B9CztuwvJxCBskXom+dInSzL1OcM3g4ppP3SYfQ7HZzuvcbTMQufY26y8nUnGlGRK1l9l7/qNMnfsd7LRLb/ohVo99F/2pBzcdfJxuSD5yMuZ/n0noJXCwYvHuIx7fcNCl6G1y7EpipV0saaIsqV8lzc8h/TLazZNIU9OhgVrBY76ao3odoNBa04tvL1h6RaWUqe1JYqzuCt6FryC6HaR2Ta3HQEKYmW7XWddLSCQ9EDbRxDF0NiBMlOZTpxo89cVn2Xf5FK9vnuHw6jnsxNRj6emZDIYMEDE7t2NHMtLUwFCaAVqQh4lJKJUhn99RUf12OrvS5cd/+xn6ieT//pa7uX++uuP7vlrACKDTCFm52CFXXBvEh6nkl754nv/+5QvkXZu/9qZDfNvds8PIpNaQrq6Qnjt/TRRJqpTTrTO4lrOtwYA4/gL6A/+VUivh/FvupfrN79v9e6a1gXTbgf17ILP87sQddN9m310VlqNlAieg4BZgpQ7Hz4LnQH7ntUFhV7B83mH5vE3jqg1a4OUUUwsmqlSdlcNAq9KK31j9Az5Y/wPmvRl+ZO5Ps9cbgeowgi89g3jsS/DcCYTW6G98K/on/sZ1TlWz+kLM2U91aZ1NcAuC+bcU2PfGrRu3DrTYWxzC0DPLz9BOzGTEfGl+CEN3T95NbhvnzjEcjfVa027gKMWMl55jDYY+obVu3LKju8l6KXAEa8XXs2WfY7OlcS+krxFprUkT02uo347ptWNUqkAYlzgpNasXOiyda7N4rk1z0aR1WPYAhkrM7C9R3VMArZGpAi0QFgQFl1zJy2DIXoPqfgO1fJx+a4mO8lmNXTpxivlEbTabuf57OrTb3kbDbLnhZVOvsO1txEip0cj91t0qu+h1L7Pv3G9TvfB/ECqls/ct1I9916Z23FGq+dT5hI+cTHh2WeJa8PYFl/ccdbl3yr4WAtMQK+0jtEJbLmluhjQ/hfRKYLnD2pxISjzHYqGWZ7rk37CV9msGlpLEQFAcQdgzs+/dLkRZqlIW0RQCnPAyTtpGBRWwbKTSpEohFVhAkDl5ijQErYgm7kI3O2vGCSePw6ULCK1RwuJMbR9fqR1kdf4I97/+Hh4+PL3zKLzMYCgDK3wfahNQqUIuv2mR/43qmUtNfuqjz+LbNj/xbfdwaGpnqXywBkYPzleYuM3BCECmigvP1wmK19ajna73+GefPM6Tl1s8OFfmx95+lCOTa0YJOoqIzp1HtQZRJItL3ct0kw55Z+u0O601/633Qb7YfoKf+NQCh75wBjkzQ/+734vcv3/3JxEbww81M0m77FLNTzItZjl47wzdtMPZ1VM0TjxHbqlFMDFl4P4GlUSwctFh+bzD6kUbJYUxdNiXMrUgmdib4njwle5x/v3VD5BqyfdPfQdvOucjPvckfOlpRJygpybgzQ+jX3cv7NuzZVqdVprFpyPOfbJL90qKXzWNW/c8ksPebCIJaMdtnlk2dUNPLT/FYm8RgJpf4/5pA0P3Td1HbRf1hWM4Guu1pt261SlMpOj/sBYp6t+6w7u5eqlwNNBqN6KS97hnT/kluU6N9copjSXxZjBkW6SpMmly59osne/QWjIfcduxmNxXGNYMVWZyaMXQXMFyBLmSR67g4AYOrmevy3nXWtPvNOhdeZHu8iUaqUvi5LGEIEfE9LmPUTn9EeykO2ixysbUueH+wUAms4/Vo7cbuY3eIg1Pj952w/30wJJ2w23WPYdWBPXjaMuivf8bqB/94yTFawuRz7ckHz2Z8LunE9qxZr5k8e4jLn/0kEvZH/nuaImV9LFkDGikVyLJz6H8qrHdzs4hSiWdyESQZkoBe6sB5cC96ZHcdbDUi1npGFgSgH+7w5KUGQDFEIfQ60Gva9YyXfs8WDY4rhksOg4DYwOpNUmqSFOFEy4SdM4jnRyOFxhQ9Gx6kaTTj8kvXcE6fx55pQOnTyHqqwBoP0AfOoI+egyO3IE+cJjU8/nE5YgPnOpxua84XLL5niN53jS9SaNgpSDsm3MQmOjAxARUaiYy5N+a+s/HTq3wLz7+AtMln3/8bfcyW9758wzA6KGF6qvKwGflYodeK8bfxKlOa81HX1jk3zx2ik4sed+D+/hLj+wfTkKMRpE6qs9lVafobQ+Tv9X/PT4S/j7fEryTP577ozgvvkDu134N0WoRfd07ib7xG3cNMImMiZt1pmrzzN75EFHqsHDPBPR7hM8/T7u1zBW7QzftETg5/JfYWBXMV6l+xaTerZy3rzF0cOXzHP/Mr3LfUy2qXdD5HDz6APrNr4OjB8z3cIuaI5VqrjzZ59ynssat01nj1gevbdway5gXVl8wJgrLT19TNzSIDu0t7h1beY811g61GziaY82t7p3AQSAGPs9aJOkxrXV6S470JmgIRx/4MPvuud8U997gLFKjHxM4FvfPV18VjR9fq9LaNDdVqSKJJP1OTK8VIxPzubcdQRLLdWly7ZXQXOdaTM0XMxgqUpnKDRumAjieTb7k4Rdc3MDYZm/884lSSTeS1BsN2pePI1oXUbaPE5TxPQcr7VE9/VFqJ34TO27RnX6YuLx/cPAwcKYauGJlTnFDJ6sNLnLX3hZAbdg/8tjX3Hb0Ocx91+8ne25NWL2DxpFvQwYT6845kZrPXkz56ImYLy9KbAFvnXd4z1GPB0d64awzUxAWaX6aND+D8kpoe23WXSpNJ0pJpCLv2eyfyDNR9F7W/kGbwZLKIkueY5N7uWFJa1Nnk6XCmQhQx0DQACg0pr7GdkzKkuMO09a0NlGgVGpSpVHD91vgO4KC71DwHTzHwm0uYp1/Gt1okvZT0pUG0ekLhCfPQRSZx6tU0UePmTS5o8dg7/w1dSADSaX5xOWIXz3d43JPcahk8z2HcryprLDiyBy440BlAmo1yBe2bMh6M/U7T1/h5z55gqMzRf7Re+6lktt5mleUStphysP7q1Tzrx4wAoh6CVdONcmVtj7uRj/h333uNL9/aplffe8jzGyIioW9Nsef+QxBP8UuFrd87z8RfY7/2fst3uq9nj+b/86138t+n9xHPoz3xBPI2Vl67/0e1Pz8jo6/n/YBwd7iXoJEoJMEWZtl/liF5PhxhO9jFQqAph23udi5RD/tk3dzuDtoTLsTaQXNZYvlF1OWz9qEqgBaUW6fxbGO86l9n2P5gTx/ff5PMelU1u64AY7SSHH5iT7nP9MjbitK+xz2v6PA1N1rjVuVVpxpnhnC0Gjd0B21OwwMTd/PkcoR7B0Yq+xEYzga67Wml2LIcAgDSu8Cvg6YBXpa683tY24DDeHoP/8P9k1Mmp3lCkxOmVz1YHezkZ0wRaF5cKFK0b9tTfpe1dLZwE1njUy1GjQ1NWulNCpVqFQjB9tSITM7bC31ujQxyxYkUboOhjp1M8BzvDUYmlooUp7MmccA0OAGNvmyR5B3cX07c6Zbr8FAvtmLWWxHdHtdgs4Fir1LeJ4HOePuJpINUDT7CCt3/mnTF+ZVqssdxUdPxnz8VEIj0swVBO8+4vHHDrvUAmvNTEEay1nt5EgKs0i/hnKL1zikhYmkG6dYQjBXCZirBJT8ze2oX24NYKkbpSx3o1sHS2m6BkFhaACo3zNRoHVdgm0DQK5rYGjkOBOpSKSBoQEACaEJ0OT7LYJuC6fVhGYd0WggV1dJV1eR9TpydRUdx+uPSQjcPdMEB/dg3fcoi/uO0S6UKQf+ziN4WiPDPp+82OcDlzQXQzhYtPmeB2d5852zWLn8y2YyorXm/U+c55cfP8cjB2r82DfdtasJr1czGIE5/0vHG6YH2nUyIVZ7MRMbzlFrON08RTfpUOikcPGq+Tzm1/+ffjF+mp/v/jIPuHfxg4X3YW9i0uI8/zy5X/81RKdD9M6vJ3rXu7acwFRa00965Nw8ewpzOBnoaKXoLbXYOydwatV1tXEAGkUzbHG5e4lQhhTcwktrwNrrwxefQjz2JOKFU2igc/frWTr2dpbFfjoNc1yN3FUuTD7LH7ljHw/v22s+3hkcJYeOcGHQuLWvqR722P+OPLUjJqp6tXt1mCb3zPIzdJIOAAulhXV1Q4FzayKqYzga67WmlwJHd7IejiYArbW+bcMoQzj6nx9k39xe86sehWbQAWZ2cmoGKhUzW7mD4uBenBKlkgfna1TyN2cWKomkqVthkMUkhm1CsvNg4MBs1mItA4uR2w+uf8WczNagZg1wssvZtkwVUmZwI5Vxp80AR8kNDU6z8zERjGyYlxlPCSGybYGSmjSRpLFaS5/rJCyfNzDUbZjBnhvYazA0X6Q4EWQwtYl5QmBjb1JjNhgkt8OExXZEvZug0dgqoZIsUuqeRwuQfgWElUHRR6gd/03spE139hHOHf4eHouP8pXFlGeWJUpDYAt8B3xbEGRr38n22+A5YrjtO4IgW/s2BNl69L6efWs+B1JpHrtkokRfuCKxBLx5r8O7j3o8MmdjaYmVdLFUihYW0q+R5meQfgW9SQGwVJp2lJBKTSnnsL+Wp1bwcG/z+j6tB254BpZWOwlSKTQmDW8IS5n9srFpHmxrsy0VpImBn27XgFA6EogXYi0C5Lrr4EGpDIKURqYpotvBatZxWk2Cbgu30zQA1KijG3VUvY5qt685D+F52BMT2BMTOLXa2vbEBPZEDTtQ2KqO5TowczcEVWNT3ok4t9LDdyxy3iYDTa0N4EX9NagrV6E2gcwV+PTFLu//wgUuNvocmMjz3kcXeMvRqZdkT74TSaX5uU+e5OPPXOFdd83w1955dFe1pIM0z4cWXp1gNFB7NWT1cpdccff/YSv9Fc61zlEJsohIHMOFq9DpQiEHts0LySn+dee/cMDex4+U/iK+2Oa16vXIffi38b74ReSePfTe+17U3vUpu1JJ+mmfyWCSyfwkgvXvWb+v2LewfW8rpSWNqMHFziWkkhS8/KbAtqnSFJ5+0RgrfPk5RJqiZ6dMytybHobptWj6wNDh4llFd9HHwkL5ffYdsJmciWgse1w6FaBizeTdPgfeUYDZ/rBu6Onlp4d1QxPBxBCG7pu6j2pQ3dnxvkSN4Wis15p2k1Z3AANDg7S6PZihahP4JGtNYJ++NYf60nUNHG1Ukpg8d5maWezaJExOmvS7bZx0Bn+Q9+4tM126sZmbJJaE7Zh2PSIOUzPu0WIIRGg9HNyOtuZYu6DXaEkDQq8DiqHz2cj2ML1pUGKS9eewsvsgMIMTSwwdbwUCRmBEawzIpCZSIzOoUTIDodGTHPhXDwHHPOcAaoQwJgZKGre4JJakkSQJJXEkScKUJJKZrbbZn0SmX0cyvF2KSjf/THuBzdT+EtMLJabmCxQqftYw0hxDUHDJlz28wMEZNU/YoDAx7/dKJ2KpHQ8HwTnXJrA1Xu8qfvMUaIUMKiDsa6DoQuURfj33XXy4cYhTDXP/wIZ7pmwCRxCmmkhCJDVRCmG2jqTZv1sJGILUOqAaha4hhG193QC2HAu+eCXlY6cSVvqa6Zzgm494fPNhl2kvxkp6CDTK8kgLM8hgYKaweV1DP5GbWnC/UtJZb5hhv5mRbS0l6/rKpCmkqWngmW2rVBKFEb1eTLMX0mpHqNSYCTi2he/YZu5l2DxGrH2HbWcNgDakJ8lel3S1jqqvQqOO1WpiNRs4rQZ2u4nVrEOzaeqORiUEdrWKnQGPMzm5tp0BkD0xgVUoXB+iozZoCRsGZmGScnqlSy+SlHwXK03M5NPgWEplqNbMOpe79tyU5jMnlvnVJ85xvt5nYSLP97zeQNKtSFmMUsm/+N0X+NypVf7kI/P8mTcd2NUEwuB3/+GFmzcx9kpJJorzL6ySK7q7eg3CNOT51ecpuIX1KVxaQ70JF69yQSzzM8kvUbUq/N3S91G0Cls/4IicZ58l9xu/juh2id71LqKvfxfYNpGMSFXKnsJeSt7miSo7gaOBpE6p9+tc7l1GaUXeLWCLTQBZazh1DvHYk/DEVxCdHrpUgDc8aKDo4Px1o52dfsKHnvsq8eUqBxr3YCsXhGb6AZ/o/ks8x5d5evlpzjTPDOuG7p281/Qbmr6fvYUbrxt6KRrD0VivNe3WkEEDfeAzrNUZfUlrrba77+2i68LRqEYLgsH8oU9OQakEQe6aH8FEKuq9mDvnSszXtm+QN1CaSMJ2Qms1JAmlmRjeIl3rpWotAjOAKs3IKts/uHJ0vx5cveG6tc/NaNQGYSI/aaIyO+w1qFmDmOxyBjQDqEmy6wc1PVtJWAIvsHF9Gzew8XwT2THbtjFD8M31XmDjZNtBwWXwSR2aJxTd4W23+tNJpaITpTR6CYutkF5iBnuebZH3nCwiIHH6S/iNkwiVkPplsByspEf+xIeZOPkh/LTN562H+enwj/NldRTXgnunbB6adXhwxubOqiZI20PyHXIxa9sAUmtiZRFJCJVFqARhCpEURNl2qIS5LAWh1IRSEEsIJQa6MvgahbBwAF/ZvuQ632oBPLrH4T1HbN40FeOqGIQwZgqFOZRXWWemsFE3YsG9lQaNL4dQIxXIdO3yAGIygNl0e3BZypHXXqzVd2VvjM6gngz+hWWZcxxt7pldXrtOEClNP5I0+wmNfoqUxgTEE+DLFCvqQ7MBjVV03UR3aNSxmg2sVgPRbGBF4bXvQy63JewMt6vVTXvS3EypOEb1eiw1u1xuRXjFIsHcDBQze217Z7ArleYPTy7zK0+c5/xqj/lajve+foG33TF90yCpE6b81Eef5bnLLf7y2w7zrQ9e5/9gg8JE0kskD81XX/VgNNDS+TZRN8HL7ex90lpzonGSSIbrmr2OaqVziZ8+8U8QGn6s+P1MupO7OibR6xH81ofwnnySdO9eVv/Et2HtO8Dewl68bUwVdgNHA6U6ZaW/zJXuFQSCvFswk4OLK/DYlxCfexKxuIJ2HXj4XvSbHoZ7j8Euax+11vzv1uP8jyu/y+Hu3eRKmqfsZ4Z1Q8dqx7hv6j4emH6Aw5XDN61u6KVoDEdjvda0Gzj6RxgY+tztbLqwnXYFR6MapISEWZ6/tyH9Lht0SKVZ7UYcnCpwaGrzGViZKMKuiRBF3cTk7/vWsAnfKyWZqmEaWhpLkk23zTqJRrZjOYSaAfxotf1nyrLFeqjJIGYj1LgZ6Hi+jeNbOL6D61om0qUHk/cjqXfDigqGTVi1Ns9nuxa5gkuQwZDjbf16K6XpJZJWL2GpE9LoJ2gNthDkPWe9Q6FW2P0V/OZJrKSP9MtEOLx4pU3hxId5U/3DlOnwf+TD/Dv5naQTx3hw1ubhGYe7p2w8W4BKcKI2WljE5QPIYJI1AwS1ZpqgFUJncxRKIVQKKISSoFNzOy3NZSRCKYSWJmUr2y+QQ0DeDL60MEFHgFSTRasgUqZpa6QGwCU4UNLsySm0ZZPmpklz09eYKWzUwII7TCW+ayy4p4o+Oc82EZkBpEgFymyjFDqV6CRGJ4lZ4gSdJugkhTRBJenw/d5qjRAGVjJgGYWa4fbg8qbNITU6jtFhiApDdBSZ9eByGKL6ffRW122yVmG4NgGzUbaNqFaHoONOTOBOTq4Hn1oNK7fzni03UzpJzLlk9tpWLoczNYldrdJ3A15Y6tOO0htuYqu05g9PrvD+x89xdrXHvmqO9z66wNtfIiQtdyJ+/Lef4VKjz9/8xmO87Y7pXd1/UAt3syJGWmsSlSCEwBGvXE1d2E24eqpFrryzc1rqLXGhc4GKX9n0+nba5mde/ClaaZO/O/PD7FuyN61F2omsp79K/jc+iBWGeN/ynXh/9Nu3hf0bgaOBUpWwuHiG+mc+if/40zinLhh3zzsPmwjRI/dB7qXX9pwML/DzV38DENy/8Hrum7qPuyduXd3QS9EYjsZ6remGa45uypMLsQf4YeCNwOuBIvBOrfUnNrnttwE/AdwDLAK/CPzT3YDaDcPRRqWpqQuQ0gymahNZ+l0J5bqsdCP2VHIcmy1hWwKZKqJeSqce0mvHJkLkbT9Av56UVGupZ7Ey6WcjALN23bXb64AnMtvXA5qBhCVwPCs7fgvHWwMbL4vkjELNGvw4a45ulsjqkYzBwnB7fQ7eWu5glgZo2QLLtnAca1g8bDnZ2rawLJOWJyxhtm2BJcQ6O+2tFCamqHq5E7HciZBSIwTkXIdgExc6tMaO6vj1E8iowzPdAl9esnjxaotH6x/jL9gfpSq6fM56HV+Y+24mF+7i3mmbnLP2OEJG2FEHbXtElUOk+Wm4Se5J20pnNS5oA1uDcNoofG0DZQa8JCCQQcWYKQjLfB+UgRqTiqayfZI4Tuh2Q0gTpnyLqZxNQSjzXUpTVJqsh1quhVxh22vRmY3rkYGSltJAzMiyE1C5Zr0J4Jjz35mE7yOCACsIzHrj5Vxu7bLvI30fuzZBMDWJMzlpesfstCnqDWiYMqjU2rbWJto22J/tG31PEAKtFJbvY09P41SrWMUi1oZeQ1JpLqz2OLncoeA55DerRdqBlNY8dnKF9z9xjjMrPfZWAt776ALvODaza0g6t9rjx3/7abqR5B+8+24e3EVzV8giRnHKQ/tru3KzA0hUQixjIhkRpRHtpE037tJNu+YG2vzOuZaL7/j4lk/gBPi2j2u7uJaLLWycrMHqSzIR2ERaaS6+WMfxzO/pdupn6XRFt4i9yWc0kiH/8sQ/43z/HD9y9Ec5Vrxz01qknShWCXEaM0cB/0MfJP3CY1j7D+H/2R/E3ruw+fHdABypOKb/xS/S+eQn6X/5y+a3aX4PvdffjXrjA+Sm524+uG5h5X27aQxHY73W9FIMGWrAbwB/S2v95A0+xtcBfwCcwADPH2ETOBJCfDPwUUzk6leB+4G/CvxHrfVf38XzHQRO/84P/BD77r0fPb/fuNW9FA3S75LYjOCKJfTEFKvCp5gvsC/wiHtmtt7AxOaz0gO1lvtcfKFOpx6ZxqTRRsAxUHO91LO1cwYni5S4Gcyswc0a4Ayv87NtN4vWePY6ELJsUxu00TXOwI0eSc8T6+CGbCVsgW0bqLFsYUDHsTLAEcPHt2yxBjnZ+mYqkYpOmLLajVnqRISxBLGheH4L6X6dc2dO8JVLXb606vLMssaRPf4v+3f5PvejlOlyofJ6uvf+aayZY9e+J2mIHXdRbo64fIg0N7XOqU2P1Je9YsrS1JAppNlappCkpoFolDUSTU3khjQdqXsDEKhUEoYxMorwhWTCtyk44IBJX0vM/QbbJiIUr61Ht6Pomv1qAwANrr+m3uZ6su31oDICLOsuj6w327du7Xm3JI1tUO80gJYhwAxNHsx162CG9XWK6/bZNsJ1zbE6DpbjDJ3vrKz/kXAcA2l2lnqa3cfaobtnK0x4/nKLXiyp5b0bNllQWvP5Uyu8/4nznFrusqcS8N2vX+Cdd+4Mkp693OKnPvIsri34iW+9l8PTO2/uCjsDI6XVEIBiGdNJOnTjLp2kQ6rW5vGEEEPgca21Oh/TZ0qaRa2t9SbhXiEEvu3j2R6e5ZFzcviOj2M5uJaLYznrYGonai71aC71CQpbg5/SihfrL6K02jTKkeqU/3jqX/N066v84KEf4uHq69euHKlF2kkUqZf2sIXNvuI+fNvcNv3S5wnf/4sQ9vHe8ydx3/Xua75rO4UjrRTR88/T+eQn6T72GLrXw67VKLz1rRTf8Q7cAweIZMTV3hVWw1VcyyPv3sRI7RiOxhrrttRLgaNZ4DLwDVrr37/BxygBntZ6RQjxHcBvsjkcPQOEwBu01jLb90+AvwfcpbU+vsPnOwic/r3Dh9nnmllOXS6j9+2H+f3o+QWzPTu341mtUWmlSbsRUbNPHEJfCrypCQ7fMUeuXNx0sKS1pnG1x4UX6lx8oTHssZMruWtgsgmkbASc9dfZJlVvBGZ2evxD4JEbIjobHCAGERvHHcCNgR47i7KshxuGkPNKDfql0nTjlGbPuMq1QxOpsC2LvGdv64amtOb0cpenzy7y9LlFnlpM6KbmPO4ph/zV4Hf5hu5H8GWHztwbWL3zTxHVrv2zs5IeVtJDekXiyhFkUEMjiFJFPzEF/wqwTTkLsH5Am1lHYFsCWwgsC2zLRMcG622ltYEYKdfWMjW9apIMdgbNQ5PYHEQUQquJaDWh1YR2C9FuQ7sFUYRIEgNHyWCJh2uRvoTsWyHMoN3zrl1G97uuichssn+4vQ3kWL6P2MZs5aXoGoAZbI9EbIYwg5lPYGPkjCzNcRA9czKYsSxwXYRlI1xj4GA5BmqE7SDs9TCDsMy+QbTNtm9pVGqjpNKcXelyZrlL0XfJvYSoudaaz59e5VeeOMeppS5z5YDvfv0877xzZkunuc+fXuFnfucFpooe//jb72NuF81dYQ2MHj5Qoxy4JDIxAKRi+kmfdtymm3Tpy7We6EILbNseAtDNrh3ZCFKpTlFKXQtSmN8N3/bNkkWlfMcfQtRg0Yng6okWwTbGDJe7V7javULZL296TL907hd4bPUzfO/Cn+cdU1+/+cFfJ4qktKaXdCl5JWbzc9e8dqrdJHr/f0E++TjWwaMEf/YHsObWHO2uB0fxhQt0P/UpOp/+NHJpCREE5N/4RopvfzvBffdt+l/dT3tc6VyhETfxbe/mpL+N4WissW5LvaJwtOHxvoNN4EgIcQ/wDPD9WutfGNm/F7gI/D2t9T/b4XMcBE5/7Bf+B/NpAhfPIS6cQ1w4D5cvIrIZZ+04sHcevW8BPb/fRJj2zZv6og3SWpPGEIeKqG/+lIRlao+FVoTtHpZO2VsrkJ+oYtVqWIUC9cXYANGLdboNk2o3vb/Evjtr7LuzSq54c2xhtV5zjhuN9JgrR0I6aCzLwI3jZOtBtMhaS2mz7LVozu0mpTSxVESpIkolvUjSjlI6YUKUWaPbQhC4Nr6zdQRPa8251R5PXWzy1QtNnr7YoJ1ZxO0rwkOzLo9ORXxD72PsOfNb2EmHztwbWb3rTxFVj258MGNlnYbIoEa/eICeXSJM1RB2KnmHyYJPKXCGNU1KmeacUpn+NDK7nEpFnJpzjFNFlKTEUUwcRujU1OxYUqLjEBEniDhGJDF2mmClaVZuI7DjCKvbwhqATrudQU8GQs0mNBuI5Np6GJ3LQ6UK+Tza9Yb9dRLbQdsuTs4jn8/h5wOcAbhsBi2b7Leyyzgvb+2F3gAr67ZHASdrtLtVzRajIGMZwMOyTfTFdYZQg21fG5kZSRPEss13bAAxo2YPr2I1+wnPXW4RJZLqS4gigfmePnFmlV95/DwnljrMlHy++/ULfP1dM+smOz7+zBX+4ydOcGS6yI9/686buyqtSFRMO+rTirocmnERVkQn6SB1Fp3M3mfP8oagcTu+RwOQSlWK0opUp0i1dg7A8EPcv6SxpUcQuHiOh2t5eNm5aTSnm2coeUWsTRzdPnjpA3zs6of51rk/zrft+c7rHdSmUaRUpYRpyHR+molggnWUt+Gc0i9+juhX/wtEEd63fjfuu74FYVmbwpFsNOh85jN0P/Up4lOnwLLIPfAAhXe8g/yjj+44EtpNO1zqXKYTtQncHP42xhDX1RiOxhrrttRLhaNLwDfeYjh6H/A/gEe01l/acJ/zwB9qrd+7yeNVgeqG3fPApzetOZIpXLm8BksXz5vtzlovED0xaWBp3wJyboFocp4wN4nSFpadAdEmf4xxKklSSSGyWb2acuWqJooMRM3uL7Lv7in2Havg77C4d9A/aBR61EjN0MBfy9QHYFLkXAM8tmuiPbZjan+sQZqbfXsCz0ZpbQBoAAj9WNKOEjr9lH4qh9PvGnAsC9cWeLa1be8SrTWXmyFfudDgqYtNnrrQpNE3ReazBYuHJ1MemhY8sLfIrBdSPfnbVE9+CDvpbg9FcQudxnScCTr5eVK3jG0LJvIek0WPgu+sud2NHMvQlCAxqWw6TVFpCmGIiiJTQ9MP0YlJIRu810pp0jAibTZJmy3SVhPZbCEbDWSziWo00I26gZ7wWtcz7fmoShVVrqDKVXS1ZkxHKlWo1hDVGla1ivCD4TFGienzZQvBdMmnlncJRt2bhi6Jo66H6/dtddt199v0tmbfsKvX4AOfhV8GaZ7A0DDP+DKY666JyNimYFwMgCVLMRtuO45JQ8tqnzaNygz2fQ2AzK1SKhVnVnqcW+1R8p1dNVzdTFprvnC2zq88fo7jiwaSvuuReb7h7ll+40sX+J+fP8fr9pvmrhsjVlprUp2QqIRExYRpj37apS97xDIiSiWxVByZLlLOmUiLZ3ubgsFujrcdt1kJV1gNV1npr2AJi0OVQ+wv7ce1X1n3u7CT0roQY+U1SkuUVgYGs6+TqYO6Fgj+z9Lv8v4L/523T76T71348zv//I9EkfqBAMtmb3EveWdnrq+q2SD6lV9EfvULWIfuwHnfDyCrc+zb70Ec0XviCbqf/CT9r34VlMI7fJjC299O4S1vwanVdvHKjErTiTtc6Fw0jWi9PN6N1IuO4WissW5LvRoiR38b+Flgr9b68ob7PA5EWuu3bfJ4PwH8+GbP9dP/9v28664DBPYO0pCaDcTF83DhHJw7BxfOYy1fyYrVQfsBcnaedI8BJrlnATmzDzwfpTTtVUVzUdFYksjElJbMzrnMzlnM1FJcB4TjYFdr2NUKVi6H1AKZDPoEDQaMMHRjs8B2LGzPQM8QfOy1up1hpOdVADybKVkHQCndWNLup/SSFKn0sEjfFgLXtvAcC2ertL2s6B9l/uDRmqvtiKcut/nKlQ5PXemw0jMpYBM5hwdmAh6qxDwaLDKX06RuESvpUbv0u9QufRxb9mjXHmJl77cS5fcPIwsokGmCDNvoNCH2J6EwS7FYpOQ75ByBb2WD96z5p9YjBfED84nssEcjEiqVqE4H2WqhWi1ks2mgp9FArq4i63VkvY7qdK49f9dda+g5sHvO1la1iqjWoFpF+QFaQ6IUMopJooQkTkjjhFgqUqlJlTSplo6D9n1KeY+Zkk8p8EyTXNO1GGANti1r7cRGHOHMjbLbDvpubVyG92fNZW7kRRq+36Prjfvg2sjMIOXsayQi82pUs5fw3OUmUaqo5b2X/B5orfniuTrvf/w8L1xtU/BtupHk6++c4a++8xBKpCQqJpExvbRDP+0Syj5KG3MR0Ahh4VgujnCR0iKRimNzRfI77LmltKIVt1jtrxrwCVdY6a9B0Gpo9icq2fT+trBZKC1wqHJouBwoH9jWtvpmSytN/WSME+x8wuyJ+uf5z2f+Aw9WXscPHvqhXcOjUore1YvkljrMVfbhFa5N2dtOMlVEn/ss6jf/K6Qx+Xd/O6K+RO/zn0eHIfbUFMW3vY3C29+Ot7C5icONSdOMmlzqXCLMLM3d3UDSGI7GGuu21CvqVjeqbeDoHwI/CUxqrVc33OdTQF5r/Xo2aLvI0b4f+EXytVkemHB5w7THo9MeU8Hm9UAyhSRUxsVbarDAURHO8mXsy+ewr1zAvnIe58p5RBQiLZeViXtYnH8TK+W7kJaHJSSVmqa8N8AuKeYn8+u6qWulSDp9kjABYRFMlMjvncDL+diBh+062L6D5XtDZ7avBUmlMwCSw8aqnSilG0kSueYKZmEAyHXMepiKM6ihGZoCJBBnjXzDyNTLRCFaKVZTeKql+WoLvtrSXI3MQ1QcuL8seKAM95c0B1Qdt38F0Cg3j6Uiau3PUmt9Flv1aefvZaX2LqJgAY2BuFQLtEpxki6uEASVaYLiFJ7jrpkPZDbVQwOCQcPQ0V47mTGBbDYN7KyukmZr1Wpd+wLatoGdWm1L+LFrNaxicd3Ac/B8g+dktE2ZBi0E1sBNLZ/DyudNupvrIlwXbTtIYaHR+Lvs8THWWKNKpOLMcpdz9R5l333JUSQwA+3Hzy7ym09eYv8UfN19kKh4LcKIxrYcHOHiWO6mA/koUdeAkdKKZtRcBzor/ZVhBGiwjBovgAGeiWCCidwEk8Ekk8HkcHsimGAyN0miEk43T3OqeYrTzdOcbpymnZisBUtYzBfnOVw9vA6Y/G0s81+qesspYV3i5q//X/Nc+xn+7cl/wcH8YX7k6I/iWbsDuVSldJIOc7k5Zpwa6YWLqFbLuDVuU/urlSZJNFKCbQuKZQsvbNL8L79A/4tfROTzFN78Zopvfzv+3XffWudHFM2wyYXORVKVUvDy2GIHn+UxHI011m2pG4IjIYQPTAFLWustmnTs+jG/g5sYOdriOQ4Cp//lv/9VTotJHl+Kudo3A8PDJZtHpz3eMO1xKGcjY03Yw7jCCZMyt1UURqaa1lJK42JIq2mjtIWjQqbqzzJz8XNM1F/A0ikqX0TOLdCf2UfuwCEKBw4jp/YgbBfXExRLFp5vYacRqt8Dspm7gQucEFiOgwh8LN8H319fjD5I+3EcU5h9G8yGX68OaPQIXdsaLrbAFPbL1KzTzDggWgMfFYW0UliNYDWFeqxZTQX1RLCaaKJ2D6tZx2utUu63cVVKAcm8r9njmaVsKUSaYEVdRNhCyBStLUgTnP4iTrgKUiFFgcQqoZQ1rO0RMusxJKVxdNuFzfO2EgK7UtkcdrJ9zsTEplbPw2anQwhLr6kpsDwPkcthDZYgGIKPcN2Xvd5nrLHq3ZjnrrRIpaaa2/1vV6Ji+mmXVtygEa2Q6jSzxfYyCNo+8qO0opM0acZ1lvsrNOJVHLdLK6mz2jcRoHpYX6s1yuRYjgGcYJLJnIGdAfAMIKjslXcdSdFasxKucKpxah00tWIzSWIJi33FfRyqHOJw5fAQmG5Wj5w0UjTOxPjF7Qf453pn+Nnj/5QJb5K/e8c/pOBcW5e7nfppn1SlHCgdoBpUgWzOa2WZ9PwF46CYX0uv01pnc2EKIQSFokW+YOP5a1kDWmuSCxdwZmevsZe/1VJashrVudy5jNSSglvA3u69H8PRWGPdltoVHAkhXgf8C+CtgE1WbySEmAF+BfhprfX/vqEDuck1R1s8x0FG+hxprTnflTy+FPP4YszzzRQNVBzBgyWXR6ou91fdTdPv0kTTXJI0FhXtVYVW4HhQnbGpzlgUq6amh7CHc+UC9uXzWFfOYV++gLN4EZFmaRW2jbuwgHfwIN6BA2Z98CB2qbTpOeis1mMQcUApMwDeIUhZvr9WBH6TQGrXdUBC42mJo5WxhpapgZ5+CFFE2u/T6MWsJlBPYDXW1GMM+KSwmkC/28dt1pnoNZnuN4bLVL/BbNhgqtfEl9tzu7ZshGODJcDOXDRsC1uEOKqLsBTSzZP4k0g3j3BsbM/FdR2T1mhpAxT5CiJXAtdbq1fJYJWR+pUheIzWtIzcdrBsNWOqs0jZaORHsOH7a1lrwJPLITZEfYZOZ2ONdZspThWnljtcrPep5Nxto5JKS3ppl27Soh6vEKZ9QONYLr6dWzdrL7WkHTdpJXVacZ1mvEozHmzXaSV12nEDxfrJDddy1yBnNPKTQdBkMEnJK71sEwlaa1bD1XWwdKp5imbUBEzt3QCYRpcbBabmuRitwHY3P7+laJF/9uJP4giHHz32j5jwJnZ1Lp2kg2/7HCwf3PQYdRgSnb+AarXQ+SKptNBALicoFB384Oa3eLhZSnVKvb/K5e5lNJqCW9zcfGQMR2ONdVtqx13khBAPAZ8GloH/Bvz5wXVa60UhRA74c8ANwdE2+nK2fj0whKPMrW5+5Pqdq92CXA4tBTPS5hs9i3fu9enM+Twdar7cSniiFfOpeowr4J6Sw+uqHg/mHayGNkBUV6DBDWBq3qY6Y1OoXFvzov0c0fwdqD3mx89xBb6vcBtXCM+dpbh0CXvxEuGXv0z3E58Y3s8qFLBKJexyGatcNusNl+1SCatSwS6VzEB443NnICW7PXSz9ZJASgmLRNjEwiKRmn6c0osl3UiurwNKJbaUuCg8LakpiYgiCPvE/ZDVVp9L/TQDH81qzBB46gnUY+iFMZP9a6HnvrDJbNhgotcgF/fXn6sQqFIZapOI+QNQm0TWJqA2ga5NGFMBz8sAyMaWHdzuJSwZotw8QiWUl36fiZVP4Kg+jeIDrMx8E07lEBXfxndsXEdAGkPSA8uDyjzkJ2CXzRhNfdH6RQ+iTkqZpqODqM+gvsY4CWAFvkl3G0R9Mivq4eLc3MaQY431cslzLO6aKzNd9HnuSot+IqkE7tBAI5J9emmXRrxCJ26hhUJg4ds5yl4VgH7a5UTzGc52TnCuc4LVcIl20lir3czkWh4Vb4KyV+NwcBdlr0berlBwaty/Zx97S9MU3eJtFUEVQhhYy03y+rm1TPIhMDVOcaZ1hqeXn+bTFz9t7oNgT3HPMLp0qHKIg+WD5N3rmx0ENZvO5QR7k1THdtLiX5/8WVKd8rfv+Hu7AiOpJJ2kw1Ruir3FvVumn2nXg70HSL1VxNIlyhWX/FQZx7l93pOt5AiH6fwMtWCC5f4SV7pXsYQg7xZekkPjWGON9fJox5EjIcRvA3cDDwMBpmnr0IxBCPFTwHdrre+8oQPZvs/Rc0AXeONIn6OfAv4+cLfW+sUdPsdB4PRv/danmMxPk3ZNTxZLJ9g6q1fJIjqp1rzQ0zzV0DRXLfaENvPSQiCIXU1x2uLAPodC+dpibmOfber/ARxP4OcFrmeMEkbV6sfkfZsj00WsTof4zBniM2dIl5dN4X27vVaE32qZ9LLN5Dhr4LQdVJVKw/XoQFrLlCROiGOzTuKEMEoIs2hQmtUACQTKtrGCANsPsHMecRTT7ESsdiLqoRyJ+GQAlAjqiaaTgqUkk2FrHfjMx032hA2meg2qvQb5/rWmArpQhIlJAzoD4BlZU6mZGbjryI7buO3z6KhNLAKkTJipf4Lp5qdwVEiv/CDh3m/GLu7HtvTQwIGkD3GIdnwo7QW/bCIwWUPc0Y/AOmvnddeL4SBNWBbCssGxjcnAwCnNshCOi5XLIj+ui3A9hJfBz/iPdazXgOJU8fzVVc6sroDVpZvWh6lynuXjWabephGvcLZ9nHOdE5ztnGCxfwmNxhI2e/ILzOb2UfZqVLwJKm4t264R2Pl136UwkaRKc+dc6SX1YNpOSqtrFpm5wWmtMxc4/6Z8xxthY61+KYswrYZrJbt7CnuGsDQAp43ApKSmcTLGya03ZghlyL888dNc7J/nbx79MY4Wr210vZUiGROmIftLC0wEk2w8Va01SSiRqcZyBKWJgHzZw1Ex4fETyHodu1p91U0CJSpmsbfIYn8JR9jknezzN44cjTXWband/MK8DZM218lqjjbqHLB3k/3bSgjxf2ebd2frPyOEeCvQ0Fr/+2zf3wF+G/i4EOJXgfuAvwb8/E7BaFS9nkVtqohb2SS9SENU79E408a52OXOVZOaZRcsVguKJ0XCF8IU3YPKKXi4KHi4KLgvL/C0QGIGuE5gkSvZuIGD5WydxlTOeXTjlBeutLljtkTuwQfJPfjgprfVWqPDcB0sqXbbFPC322v7Wi2iU6dQrRaq2936hcjn0YUSqlBEFgrDbVUoQaGIyMDKL5exCyUuKpcLPcWFesL5bsz5bsjVUNHPIFBoRTXqMN1vMNtvsj9p8oaowUzYYLLXoNxpkOs2h05/w/MKcgZ0ZiegdmQY8aE2gKEaeDsoPlbKpOilWXNTmWagKhFpD9G5Shq1iO0A29Ls7X+SWuszWCokqT1M/8C3Qmk/uWFvGQEqQsgYEczB1GEoTJgmm9aI69rAaW3ghDaIzI1eN3ZGG2usbTWIKLTiFsu9ZTp0sIKEK40U3w4o+Dmu9i5wtnMiA6KTtJI6AL6dY3/xCPdNPMqB4lHmC4fwdmhYMACju+ZKBFuAkdbGOVQqiWJzyBFsHOmzrkWPLexhL6Sck8OxnOFlW9is9ldpRA2TkWC75JzcDTeOrQZVXhe8jtfNvm64rxk1OdU8xZnmGU41T/Fi/UX+8NIfDq+fy89xqHqIQ+VDw7VfDYhaEjdnTiRVKf/p9L/lbO80f+Xw39gVGHXiDo7lcFftTnJubu1l0po0VqSxQggoVH0KVR8/54xAmUPu/vtIrl4lPnECHHfL1PPbUa7lsa84z1RuisXeIsv9FVzLJaetLbo4jTXWWK+kdhM56gN/Q2v980KISWCJ9ZGjvwX8hNZ6V79YQoitDuCs1vrgyO2+A2PNfXf23P8F+Cmt9RahlE2f6yBw+tc/9Dn27F2z89RaE9ZjGmfaNM60CevGyiw/FVA9WKJysERQWSvs7MQpX77c4snLDb5ytU0vVTgC7qkFPDob8KYphzkvMxAYbaI52vY+66EyWPqpRgLHZkvkvRubFVNak0hFkprGoWEi6YcRYaNN3GxCu4XV7WB1OohuB7vXMZe7HaxOG7od0wxUbv6SJpZN0yvQ9IqEuQKyUCJwbardOsVOg6DdwNpwX+266yM8tQl0bXL9vtz2KR6Dvk4yTdFpgowTkBIp1TBZRqMRloXyA4QXoF2wrYRAtQh0B9tz8AtFyjmX4vHfwnn2g4ikC4feDq/7czB5ZPQJIWqDjE3a3MRhCKpcM8051lhj3bC01vTTPu24zXJ/eQgGWJB38iitON44zrPLz/PU4nOc7ZwkUea3ueJNcKB4lAOlO9hfPMpsbt+2pgdaaxQKncGMxvTw6ScpiZIcnsoTeLYBHJ39niDQYq2X1hBubAfP8nCstbVrG9c7RzimmbawscT69U4mRRKV0Ik7rIarLPWWSFSCLWxybu6W2Hm3ohanW6eHaXmnm6dZ6i8Nr5/JzbDP3s+h0mEO5A/y2Opn+Vz9s/zZhb/I26a+bkfPobSiHbepelUWygtDcwyZKOJIgtYERY/SRIBfcExLgO0er9d7VUeRAMK0z+XOZRqdZVzPx7nvblzr9s0MGEeOxnqtaTdw9DTG/OD7toCjjwJTWus33rKjfYkahaO5PfP0l0MaZzs0zrSJmgZiCrM5qgdLVA+W8IrX9ivQWqMShUwUAoHI2ZzqhTx5pckTZ+pcaprmmgcn8zx6cII3HKxxx0QOW2XRjDRzX4vjodX0AKLiRBFJyeGpIoXAQWT1QMPeLEKQIEgRpBpiBaHUBoISk/om1p8vjiVw7PU9gLTWrEaKC13J+a5ct14NJbk0ohJ3qcVdDose++mzV/WYTntU4y6FqIPd6UC3bZzaqtemuekJA0AUikOoUEqjyJrWao3WIDVZI1vz+liZzbWQEj1ojQPYtoUdBDj5PG4xh5Mv4OcD3MDH8T0cx8LRfZywjt29gqUSbDSWXwA3B3EHnvo1eOo3YEsoUhC2QKVQnIXaAQgqN/+DONZYr1HFMqaTdFjtr7LcXyZVKQKB7/r0kh7H68d5fvV5Xqy/yJnWGZQ2v7P7y/s5WLyDin2A+eIR9hZnNn18qSWJjEhUPJyIGjT+dYSLbdnGvU44xKkALB7cN0Ull1uDmQxuBoslrBuO4LwUKa3oJT2aUZPF3iKdpGNeK8cncIKX1Ih2O7Xj9jC6dKp5ipPLp1lOFofXf/ueP8F75r5jR4+VqIRe0mNvcS8zuVm0UsSh6ZXmejalqYBc0cXZZSqjVupVG0UaVbe7ymrSonvHXrqJyfIwaaEWnu3h2d51nRZfDo3haKzXmnYDR38f+IfAtwJPYuDoXVrrP8iiRj8D/PBIKtxtpwEc/bsf/wh+p0TcSUFAaU/eRIgOlHDz1/4Qaa2RsUJLM6D3Cg5+2cMJ7Gt6Dl2o93jizCqPn17l2cstlIZKzuX1B2o8enCCh/dXN48MZU5kcRTT6vQ4UsvhCEW3HxH2I3rdkDiMsZLEFOqnKZaUOErh2ALbsthoQiaV5mosuBAKzodwPtRc6Gku9BTdEUfavCNYKNjMZ8tCwWah4DCbs7C3cQOSyvQCkcpErZTS65qYZq+6aXQqU2ylcDKXOs8S2Bm0ORY4noudL+AUctj5HG6hiO05uL6P7XvX1ttoDXEXoha0LkM/y6e3HXALxiSheQEufQkuPQnnHzdGCofeAY/8ORMNGkhJCJsmLa8yD9UF8ItbnvdYY421M0kl6aZdmlHTpMqlHdDGArse1jneOM4Lqy/wQv0FFntmAO5ZHnfU7uDYxDHuqt3FHbU7hvUwcao4t9qj0UvIexaahERFKK3NJIrlUnLLFNwyOTuPbwdYGeCMqhulSK23/j2+DRXJyETZesushCtorbEtm7ybv6UD6LCRsnSpyWXrPFJL7i3dv6MIRzfpgYaDlQP4ModMNcKG0mRAoeTjBjuLpm2nV3sUSUURwrHJP/ggSivCNCSWMf20TzNq0kk6hGk4BH1hCTzr5YemMRyN9VrTbuDIAz4OvB14HrgLeAqYBuaA3wO+RWt9k5q93HwN4Ogn3/fLHLz78BCIHH+LBrCxQqdmwO8VHLyShxM415gqbKV2mPClcw0eP73KF8+t0o0kjiW4f1/FRJUOTTBbvtbCNJWKRhhjIXAsC8c2zU9Hoz8jB0oUJ1xa7XF+pcv5Rp/z9T4XmyEXWzGJWnt/a77FQt5mPi9YCDQLvmbeV0y4Wbb8mouAgQ/zoqGFINGQaBOxwrbQwsJ3HQqBi2tpXK1xtUQoiaUUti2wsnob27ZwM3e1zZqKCtfdttnfUDIx6W7dJWhfMWlvQoCTM9Gh7pKBoYtfMuvusrlfYQbmXw/3f9cGKEoNFAFUDkB13jzOWGONdUPamCpXD01NUKpTrnSvcKp5ahgZGsyUV/wKd9bu5M6JO7lr4i4OlA9cM/DTWpOohFCGpGlKvRtzuRVRdMrMFSfJuQV8K9hRndGrEYw2alCfVQ/rLPYWiaVpchu4N8/UYSCVauqnYtz8Jv8/m91eKzpxh0AX2BvsxbU8ClWPYi3YUEd0c7QuiuR62MVXz8TWKBxtJakkkYwIZUg/Md+tVtwiVvGwh51t2bi2i2d5tyTKOYajsV5r2m2fIwf468D7MLU/AjiOsfb+N7up/3klNICjX/21zzJ/4OA1198MINpKqVQ8d6XN46dXeeLMKhcbxor6wER+CErHZkvbRmo6UcqF1R7n6z3O1/ucX+1xod7naisc1t5YAmbLAfO1HAu1PAu1PPO1HPMTeYr+FhErJUEqtJQkSeZalySgFEJKLJlSsDVFC/KWxkPiaYWtJCpNsVx3pKlo3jitDfr3uO6N91EaRIf6Dehcgb4ZaGE74BUNKF16Ei4+aWCoddFcH1Rh78Ow73VmXd63vl5IJgaKhG1gqbwHnFvXbX6sV1ZKq1uWgjTW5qly3bjLue45TjVO8UL9BU43T5Mq8/ewt7iXu2p3ceeEAaLZ/Ow1vw+pSgnTkEQmw/qfgldgwp+g5JcI7AChPV682mGlG1PLuTjXqVUB8xuq0Ty08OoFo40aAGkzbrLUW6IVtdBoPNsj7+Zvyme/cyUh6SqcYPvHiuOEVrfDdDDDwtReKlN5gqJ73Tqim6FhFKnRMFGknUy4vQxa17phbadp4RDHiMDfFo62UqpSA01pSCfp0E26tKIW6cgwzLbsYaTppXwOxnA01mtNu4KjV7s2M2S4BoiKLn7JpMzd7BmuUV2s90363ZlVnrnURGkoBw6vP2BAqeA7nM9A6EK9z/m6SSUZyLUF+6o55mt5Fmo5FibyzNfy7Kvm8LZxxxsolYpYGpvuQUoKCAq+TTnnUg4ccq6D71r4zsvosJbGa9GhztUsOmSZhlJKwuWvrqXKrZ4y93ELsPehNSCqHTT3ueaxIwjbplvvxGEozYF9bV3ZWK8OSSVJdUqqzJKohDiNCVVImIZEqZltlUpiWzaBE5CzcxS8Ajknh2u5ZrHNeqzrS2llwEWGw1S5dtJmqbfE2dZZTjdP82LjRS51LgEmfe5w5bABodqdHJs4Rtkrr3vMwcx4LM1MuEKRc3JU/SoVv0LOyW3p3Ka15koz5IWrbTzbohRs/T4OwOjhhdots+u+HZTIhHbSZqW/wkp/hUQlWJZF3snfsKlD0le0ziV4xWt/V7XSpKGmn0RoO+HO/UfZNzOL+wq8xlopkitXiE+eHEZVhhkRWb+sUWMkMXLdAF70iMvgaEuG4fXDJ2NDxsXwxqZlw/BxhHkey0IIKyukFUNnU2dqEv/QoZtx+oB5/weRpm7cpR23aSdt46iozbE5toNne7iWuyNoGsPRWK81vSbh6H/8+h+wb/ogQllggVd4eYBoK3WilC+drfP4mVW+eLZOJ1qb+Sl4tgGgiVwWBTLbM6Vg2yjTQEpr4kGvIrWW8eg7FuXApZxzKfgOgWsROPbL33Fca2OWMIwONQBhokOWDYvPZ6lyT8LyC8Y0wfZh7n7Y9zDsfR1M3bF5I1YlIe1DEmEKHXLGgKE4Yx57rNtSA+hJZGLAR6dD0IlktA56lFZ0kg7NqEkzatJKWrSiFq3YLI2ogdaayWCSidwEE8EEVb9Kza8xEUyQd/MIBJZlkbPNIDzn5sg7eVzLHQ4gHMu5bZ2kboa01kPAHLz2iUqI0oh+2qcv+0RpRKpSpJacb53nZOskZ5pnOF4/TjM26akFt8Cx2jHumjCRocOVw+sG5EorYhkTyQiljGuca7kGhIIKBbdAzs7h7nLSohenvHi1Q70XUcv51/w2mt9UzUNf42C0UUorukmXRtRgqbdEN+kihMC3d2fqoLWmcTrBcsCyDWTISKNSwNIkuR6lap5799xFwSvc2pPagVS/j+p0DIQMvrej27DWYmH0ujVaMpub3TfbXgdOm11/m/1exDImlKamaZCa10t6SCWHgDf6mzd6/GM4Guu1pl3DkRDiG4E7gEmunTPRWuufuknHdtM1gKN//p///8wemiMoB5QKZQpeicDJ41s+9ivsDCOV5vkrLVKlWajlqeV3npKWZJGgRJqmgiCwBBQCh0oGQoFrEbg27suQ5rCl0tgYKQyjQwkGiFyonzFRoUtfgqvPgkpM+tvsPQaE9j5stjebAU0jSMPs8TDAlJuA4jR4BfBKXONaMdbLpkGEZ7iMQM8g0hOpaNgYsx23aYQNWnGLZtwc/qEPQKgRNWhEDdQmZY5Ft0g1MBBkCYvl/jLL/WUiGa27Xc7JMZ2bZjI3aQAqmBjebyKYoOSWEJYw9Rx2YAbvTo7ACYZuUoMI1O02GBooUcm6130wSBqk5IRpSKxi09IgDWnEDZphk2bcNJAZmde/ETaoR3XqYR1penEzk58Z1gvdOXEn+4prltqDOqFIRqSZxb8QgrJXphpUKbklY1FteTfltVNKc6nZ58RiB9+xh2nEnTBFCM2DrzEw2kxhGtKO2yz1l1gNV9HaRBHyzvVNHcJ6SudqmgXlBV7JwilpOjTZV97Hocqh28JZbaydS2tNrOLh78Cgz1gv6Q2jX0IIFi8u8p1v/E4Yw9FYrxHtxpDhLuA3gWNsEkjOpLXWt+2/zwCOfv53Psjswl5SlZComFQnoE2c3XdyFJ0yRbeMZwe3BTBtlFSaKJXEqUJmKXEayLsmJa6Sc8l5NoFrv7wpcVtp0DcobEDrCkSZCYKwoXPZpMpd/CJcecrADcJEg/a+zqTJzd0HG7q3o5W5bdLP8hy0AaD8FORqZtvNjXsTvQzaCD2DwvlhtCeDHqUVUskh4AwG3e24bQbiUWsIPM2oaf6cN6jklaj5NWpBzUSARtaD7apfvSZaYQkLrfVwYLjcX2apl637Syz1lljqL9FP++uez7M8pvJTTOWmroGnyWCSsl8ewkBgB+Td/DANzLM9PMsbpu3d7Lqn673uYWoASGtNIhOaUZN6VB9Cz8bXvB7Wr4FHMABZC2rD130imOBw5TDHJo4xEUysO54wDUllOuwPVHAKVIMqZa88hMpbXf/VjVKev9Ki1U8zIxvGYLSJUpXSTbqshqtc7V41NWGC4fu0UTLR9JZSvKLAzdvERPSSHnfU7ti0bmysV69GI7z9tM9zJ57j6x/6ehjD0VivEe0Gjj4JPAL8PeDTQH2z22mtz960o7vJGsLR736Q2X17N71NqhJiFSF1OgSmwMlTcEoU3TK+ncO3fSxx6/9otdZEqSJOFclISpxrWwaCAidLiTMgtJM0u5t1XKlKiVVMIhPjSCfsrIeIg23ZWANnuc6iiQ6pzDu8twxXn8nqhr5sUurA1AntfZ1JldvzEPgb+lao1IBQmg3ehGWMFwpTEJRN3ZFz85skjrU+AhDLmF7aoxt36SZdAz3KQE8zMRGdZmjS29px21yOs0hPFgXaCD0CQdkvr4OeAYBshKDBzPQAtKSWpCo1l7XM6gCynP9s1sC2bJM6Yp5sqMHn1bHMYgmLbtIdgtNmENWO2+uO3RY2U7kMnrLo0wDQJoNJqkEVO/utGBTI5xyTtuc7/lrdk+UOa2qUVuuiPYP0tmG0JwmHETap5DWv7zC6NhLtGTjDjcq13CHsjMLPYHuwf7OB8qjt8OD99C2fSlCh6lXJu3kCJ3jFIglKaS42jFnNffsqBO4YjLbTqKnD1d5V2pH5nG9l6tCMmjjC4e7Juyl5r84eQ2PtXGfOnOGQqYsaw9FYrwntBo76wD/TWv/jW3tIt047gaPNlCjTS2PgtgSQy4Cp5FZMhOklAJOZ2dVDCNqYElcOnCwlziZw7B0ZLrxUDWoOYhkPG/n10z7dpEsow7WC07WTQKR9dNSB/ip2GuFiUUj6VFfPUFx6kfzVZ7Ez62xZnEXufQi992HE3oexC9PYgz9grY0RQ9LPoEqbNLr8FOQnTA8itzBOkbvJGqRcxTKmL/ummDdpE6Yh/bTPYm9xGGVZ6a9Qj+rDqMNGaAADKaNgsxnw1PwaFb+CbdmmjkHL4aA/1eka1Gz4mbItG9/y8RyPwA5MY0zbDMYH0DMADktYQyOBRCXDz3Yv7dFPTD1NmIbDgmXzdDprorwGT7awiWS0Lto0SNcbbNej+jWvwUQwwXR+ehh5Gpz/ZDBJLaiZ+pqs98/gfRjYIdej+rooz6COqhE1toRNW9jrommjEZ/RfQW3sG62f+PrP1gP/yMEw4Ju27KHEJh386ZGa2xu8jWjQV3Kcn+Zlf4KEoklLHJOjk7cYTKY5Fjt2Pg9f41oDEdjvda0m2m9FWD5Vh3I7azBzO5AWmtSndKIV1gOrw6NbHJOnpJboeCUNgUmE3FZiwaN2ukUfJvJkkfJd16WlLjRQWIiY7pxxxRexx36aS+r49CmMSpgC4EjHLRW9OImy/0VlvrL9NM+ea0pKEleuJSlZKqzyPTqWWYWX6TQXQEgDsqsTt9JY/oojeljRIXJ7MwFuncZ2mcRKsEVNq6w8f0KXmEKtzCFF1Rw/dJIdMrGUjE2ZhA8TufYubTWJgKkDAQNAKiX9OgkHZb6Syx2F9eiJv0lFnuLrIar6x6n4lWYyk0xm5/lzok7N4WeQcrZxghPqlO0Whtwt6P2EEZ828e3fQpeYQg9A0OEAewMopO70WjHebYYzw3hKftuDKJk/dTAU1saACw4BQqlAgdLB83xjABUqlJW+itrANVfYrlnAOqF+gus9FeugZmqX2U6N03RK9KKW9TDOs2oOazrGWg0wjYZTHK0evSaiM9EMEHJK62r+9kMeBKZ0JCNdcAjhMC1XHzHJ+/mh8Dp2u4wwjY83/H37mtanu2ZSGhucmh6Ug/rrPRXOFQ5xHxxfvz+jzXWWF+z2k3k6F8AD2qtv/HWHtKt0yBy9L3/9fuZXzhA2atSdquUvRoFtzxMf7kRGWDKaphUilSaVGocAgKnQMEu4ls5yn5ANedlVtlWBkEmSmSsQvXgAU1dDdl62Cdh9LIyi0qzfkVptk+SpibaFcuYREb0kx59GdLNBnpSpQZ8hEJojSUsHGGTKEkj7bKStFmKWywP1y2W4hbNtLer1yWHTd4JyLsF8k5AwQ7IWz4FyyUvXAqOT97OUchVyQeTBH6FIKiS8wpmICswrlZar6VEjVixIsARDr7tDwfQvuMPezvYlm2gKgOrwbYlboNarFuoRCbEKssZzxoH9tM+9ahuBu3dJRb7i9cFoNnCLHOFOfYU9jBbmDXr/Cw5Jzd0LhuslVabprU5loPv+OTsHL7jDyM+oyltg8jM7fyeDNILX0r0SWtNPaqvizgNQLQdt6n4lWtgZ3C54leGj7EZ8AyOEZG9B3o98PiWvynwjEbbbufXf6yxxnplNI4cjfVa027gyAd+HUiBfwucAeTG22mtz93E47upGsDRXT97F870+qCZQFC0C1ScEmWnSMUpUrFLlJ2CuWwXqdgFcpbHYOiD1kilUEqRSoVWCpHBjWsLfEdj2wJshRYSx7KxhKZgB0y4RYp2QM72CAbF2sNeCtsNUMzjS61IVEqMIlGSUKf0VERPJvRVTKrV0IxAYCEsGweLUKc0kg4rUYPVcJWlcJXluMFS3GIp7dJW8bpncxHMYjOnLfZI2CMVe9OEfXHM3rhPtd+hZwkaXsBSbT/LtXlWSjM0/QJdFdFLQ7pJz9SpyJBeGtFVMT0V0037mxbdj2pQ5F5wC2btFK65PCiAD5xgXYqVb/trwDuYIc8KxQWmTmqjXfOgy/hgwDgAqQFcGYi8PQaRUslhBGjgNNRLetTDOld6V7jau8pyby2CsRkAlb3yEHrmCnPM5efMujBH4ARDEEhVug5QB+5tgWNe563S2r7WLbA3Siq5BlBZnVY/7RuASvuEMjQ3HAbOjI344HUbPMYwpW1dvxSG7lG+7ePaLr7lD80fxsAz1lhj3QqN4Wis15p2k1aXAM8Afwf4tm1ud9tXvv7o/PdSnMnTTDs0ZY+W7NJMu7Rkh6bsUo/rnOmfp6fCa+7rCoeiVaBsFynZRSpukUmvzJRfZrpQYdovMxVUCBx3U6c0Y52ZcEklSNk2qCmg5OSpukWKbp6c7eMJB6klsUpJdEokY7pJnyhsEMdNdNzFTkOcOMSSEU4a4SQhdtojSrsspX2uyh5XdcxVnXBFKK4ITW+DaUNOKfamKftSyaNpyp5se0+asjdNqeGg3RzKzaGcAOkGKLeMzAWkTkA7V6Y9fYzexGFKtktFa47KBEsla4M6t2Astf2C6TXkuMPXIpQh3aRLL+mZddrb9nI9qnOhc2F4eTdwFTgBeSc/bAY6ClODdK5B1GkAVzknN0ztGulsgW3Zw8G/ZxuY8ixv2FR0GKGyDExtBKydatQMIZIRvbRHLzYAdKF9gcX+4lotUAZA9bC+7nUpeSXm8nPcO3nvEHzmCnPM5mfXAEglSLk21xHJCKkkBbdAJVcZGggMInK3s3X1KynbMu9xwLUmBrC+n9Bg6af94SIQQ9OGAfC4lvk8vVoibGONNdZYY431atZu4OhngB8BngQ+wxZuda8GCbdAMZimyAz7NlynNCRSIpUmVilt2aGddujpDj3do6u7dGSHRtpmKVnkhfZJEp1e8xwlJ0/NK1FzS0x4ZSbcIhN2jinhMSVsprRgIpU4aR877qGjNsRd0rhLP+kTpyF2EmKnEX4SUklDtIxZsm0uug6XHZtLjsNlx+GiY3PZcbhsO8Sj8GNBWcEcgn24PCI8ZoTPjF1gxi0y7ZYoeCW0l0M6OZQboNwc0gmIbZdztsMpAamS6zLZ0BpbWASWTYCLliF20kdGHWIhSL08Kj+BcHNoJ0AIGwRoJCQdg9nCpB1ZwjIwEgRM5aYQQmAJCwtrmPq2FUwMHLOuB1SDy2EaDt3IBoPRMA2vC1hgitwDJxhGqXJObg2esoaKA8DybM9EsuxgmEqWc3J4jkfOMusBRLmWme0f7rNcNJpubCx2z7XPcbV3laXe0jpDhNVwdT0AuSVmC7PcM3nPuhS46fw0gb0GQFqtpbslMsEW9rqI3AB8BsA31s2VEMK87+NC9rHGGmussca6LbWb0c+fAX5Ta/1dt+pgXk4pDalUpEqhRsbGtgU515gi+E4O167g2gJbgJVGWEkPO+5ix32spIcVdenHLepxi5WkTT3tsSL7LCcxK/2rLHGZpyxYsQR6w2yvozVTUjKTSmalZErBFA5TwiFyPC4HAZetPFcszWUkSyRsbHdZtQOm3RJ7vQoP+DWmcpNMBRNM+1WmvAr5zfpVaEmqJE0tWVEpSkvjCjeoYdIJgVQESlK1ffJWDs9ycW0HFwvXsnEszzRttT3TV2hDb6FBXYTSariMXpZarrMEH9SuDGbVpZTEOibVKUqptXSukdS4AbHZwqbklaj4lSFUjYKVxcj2BtAa9HPopb2hK9vGZQBgG6/vpT1WwpXh/t2A1mga4GgEy7XcYTf7jQBUdIvMFma5e/LudSlwU7mpYQTomlSs7O5Vv0rBKVzTvPRW95wZa6yxxhprrLHGejVpN3CUB373Vh3IyynRuEzBqVPQEQUiAhXiyR5uGuImXay4j530sONeBkM97KSH0BvRZL2k46PcPNLLI908yishs8uJk2PJdViyLRYFLAvFsk5ZURErss+zaY/VpE1/2IQxRSCpeSWm/7/27jxOjqre+/jnO0smmYQQAoJIhACiIIrEB3FlUZB7rwICV4SXuATBfSHoo3jxosjirkQv4PMgYFjcAFlFFEXDKovsqIAKUVlkC8EkJEAyv/vHOZ1UKjUzPTM909Mz3/frVa+ZOVV1+lenq6fr1FmqaxpbTZjGa7vWzZWeaeln17pMqM2ilydo6OlZwYqeZ1mxcgUrnnmKJ5ctzBM7rK6YTWjvYJI6WadtAhM7JjGps5vOjkl0dk6ms2MSHZ3dqLMrVXzaOqCtPT2wta1j9d/9zBamPLtdIwy1otXTkypAtX1qA9VXv0Cazay7I01JTEAoUje62u/SqkqW0KrK16rf8yQEz/U8l542nh/CWaxUPf3c0yxfuXzV+JNixWvZimUsXL6Q5SuXs17Xemw9fevVXeC6UwWoq6MrT/axco1ZxjrbOulq72L6xOmp+1sej1J7AKmZmZmZ1WcgV6/XA9sOVyAjaec7T2bmtLXvmPe0TyhUbLpZMXEqK6c+f40Kz8oJad2q31etm5QqDn1oAzbKS2+Wr3yGhcufokMwvXMyHaFVLTrRs5IV0ZOWFStYuuJRlq4aIy+irYP2jglM7JzCOhMnM6lrKt1d69DZ0U1HRxedHV10tk+krVjpGeCUyM3QyIoWsKpSFRH0UPg9euih8Hv0EMSqB47WWrFWRJ6drfR77WdHWwfd6qa7vZvpXdPXnGUPqv/OLT1SrpCVJj/o7kjjUCZ1TmJy5+RVXd8mtE0Y8LTWZmZmZlZtIFecnwIul3RlRJw/XAGNhL/NOoBnZ2zMygmTeK5jEis70xIVd9mruklVpvQ8m5ZaSpS3yFNx96yEVd3YVq7RqlN7rcnqINo7WdzTkyoxHROhvRO1dTKxcxLdnZOZ1DmZSZ1TmNDZnSo9+Wn0HifSv6rudY3WX2WrqnJWm6GsTW2e/MDMzMysCQZyJT0XWAycK+lB4H7Wnso7ImK3BsU2bJ6b8Sp6NtkIARNqiYWLT60xL1ktjTVTVfgreqBnJYqVqetdz0qIQLG62gNKFZ2urlTZ6ZwIHRNRx0TU1g5tE6C9A7V1ojyjWW3Afm3wvqflbR1Smiq8ffRP3mhmZmZm2UAqR1uQrvJrzzHatPHhjIwXTZnBzKkv6H/D2oNVVy25xWf1BulHWztMnJgrPd1puurO1NpDW0cau9Pe2RJd2MzMzMzMxqu6K0cRMXMY4xh5a1R6csVnVVe42hMa26C9K1V0Jk5LM7F1ToK2TmjPlZ7a72ZmZmZm1tLG51X900/Cc1OhowsmToGObpgwafXsbKtaejoqH+RqZmZmZmZjz4ArR5KmAruTutkB3Af8KiIWNzKwYTXz9bD55s2OwszMzMzMRpEBVY4kHQp8E5jCmhMSL5H0yYg4rcHxDQ+3BpmZmZmZWUndlSNJewOnkFqKjgL+kFdtC3wcOEXSoxFxScOjNDMzMzMzG2YDaTn6DPAn4NURsaSQfoWk75MeEnsE4MqRmZmZmZm1nIE8CfMVwLxSxQiAPN7ojLyNmZmZmZlZyxlI5ai/gTrRz3ozMzMzM7NRayCVo9uB2ZIml1dImgLMztuYmZmZmZm1nIGMOfo6cD5wi6TvAH/M6bUJGV4E7NfY8MzMzMzMzEZG3ZWjiLhQ0seALK3e6AAAGy1JREFUrwL/w+pudAKWAh+LiIsaH6KZmZmZmdnwG9BzjiLiZEk/BN4M1J6iWnsI7FONDs7MzMzMzGykDKhyBBARi4BzGx+KmZmZmZlZ8wxkQgYzMzMzM7Mxq8+WI0kXDzC/iIi3DSEeMzMzMzOzpuivW92eFWlB78888rOOzMzMzMysJfXZrS4i2ooLsCGpYrR7eV1e2kckajMzMzMzswYb6JgjtwyZmZmZmdmY5AkZzMzMzMzMaKHKkaQuSV+V9JCkZZKul7Rbs+MyMzMzM7OxoWUqR8A84HDgbOAwoAe4TNJrmxmUmZmZmZmNDQN+CGwzSNoROBA4PCLm5rQzgbuArwI7Ny86MzMzMzMbC/p7ztEnS0ndpEkZ9pe0fcUuEREnNCi2orcDzwGnFl5ouaTTgOMlbRwRDw/D65qZmZmZ2TjRX8vRN3pJ/2Av6QEMR+VoFnB3RCwppd9Imlp8e2CNypGkacC00vabATzwwAPDEKKZmZnZ2FK4ZvLjWmxc6K9y9MYRiaJ/GwMPVqTXKkQvqFg3B/hCVWY77bRTY6IyMzMzGx+2Av7a7CDMhluflaOIuHKkAunHJOCZivTlhfVlc0mTOBRtAVwB7AL8vUGxjWczgKuBnQA3xzWGy7SxXJ6N5zJtLJdn47lMG2tT4ErgvmYHYjYSWmJCBmAZ0FWRPrGwfg0RsQhYVEyTVPv17xGxoGHRjVOF8nzA5dkYLtPGcnk2nsu0sVyejecybaxCeT7bzDjMRkqrTOX9MKlrXVkt7aERjMXMzMzMzMagVqkc3QZsLWlKKf3V+eftIxuOmZmZmZmNNa1SOToP6AQOrSVI6gIOBq6NCLccmZmZmZnZkLTEmKOIuEHSucDXJG1Mmi3lvaSpuWcPIKtFwBcpjUWyQVuEy7PRFuEybaRFuDwbbREu00ZahMuz0RbhMm2kRbg8bRxRRDQ7hrpImggcC7wLWA+4AzgyIn7d1MDMzMzMzGxMaJnKkZmZmZmZ2XBqlTFHZmZmZmZmw8qVIzMzMzMzM8ZI5UhSl6SvSnpI0jJJ10varc59N5F0jqRFkv4l6UJJmw93zKPZYMtT0n6SfiLpfklPS7pb0tclrTsScY9mQzlHS/n8XFJImjsMYbaMoZanpHdKulHSUkkLJV0pacfhjHm0G+L/0d0lzZf0hKQnJf1O0juGO+bRTNLGkr4i6beSFufP7a4D2H8bSb+QtCSfo2dI2mD4Ih7dBluektokHSzpEkn/yJ/5uyQdmWe9HbeGeo4W8mmXdEfef07DAzUbYWOicgTMAw4HzgYOA3qAyyS9tq+d8nOTfgvsBBwPfAF4JTBf0nrDGfAoN49BlCdwCrANcBbwCeCX+ee1eUKN8WwegyvTVSS9Fdh5WKJrPfMYZHlKOg44A7gr7/tF0gyYzx+uYFvEPAb3f3RP4HLS7KdfAI4CVgI/kXTIcAY8yr0EOAKYQZpAqG6SZgBXAVsCRwLfAPYCLpfU2eA4W8Vgy7MbOB3YAPh/wBzgRtIET5c2NsSWM+hztORDwBYNichsNIiIll6AHYEA5hTSJgJ/Aa7qZ9/PkC4AZhXStgZWAMc0+9hasDx3rUh7T85vdrOPrRXLtLD9BOBe4PM5r7nNPq5WLE/gdfkzv2+zj2M0LUMs08uAB4GuQlpXTruy2cfWxDJdB1g//75PLt9d69z3ZGAJsEkhbfecx/uafWytVJ75f+frKtI/P5D3ZCwuQzlHC3lMB54olOecZh+XFy9DXcZCy9HbgeeAU2sJEbEcOA14Q34uUl/7Xh8Rtxb2vRu4AhivXUIGXZ4RMb8i+YL8c5sGxthqhnKO1hwGTCLdQR7vhlKehwE3RcQFubvNlOENtWUMpUynAk9GxDOFfZ8BngSWDU+4o19ELI6IJwa5+38CF0fEg4X8fk26QTIuv5sGW54R8WxEXFexatx/Nw3xHK05FriP1GPEbEwYC5WjWcDdEbGklH4jIGD7qp0ktQHbAb+vWH0j8GJJ3Q2Ms1UMqjz7UOuq9PgQ42plQypTSc8ndVU6MiKeHpYIW8tQynM34CZJXwKeAhZLWiDpoGGJtHUMpUyvBLaVdKykLfNyLPBi4JvDEu0YJmkTYEN6/26aNbIRjVn+bhoiSS8HPgh8ktRqZDYmdDQ7gAbYmNR9o+zh/PMFvew3ndT14+GKdQ+TLgg2Jo1FGE8GW569OYI0/uD8oQTV4oZapl8G7iGNBbFBlmceR7g+cCDpnDwCWAh8FDhb0tMRcUHVvuPAUM7R40ljYz4H/HdOWwLsHRG/aliE40etla6376YNJbVHxMoRjGks+gzpBsnlzQ6khX0HuDAirpY0s9nBmDXKWKgcTQKeqUhfXljf234Mct+xbLDluRZJ7wQOAb4cEeOtklk06DLNM6i9B9glInxnLhlseda60K0PvCYibgCQdAFpbM3nWd3VZrwZyuf+GVJ3r3NJ5dcOfAA4R9JuEXFTIwMdB+r9biq38lmdJB1JGsP1wYh4qtnxtCJJbyeN4Ry33RJt7BoLlaNlpBagsomF9b3txyD3HcsGW55rkLQTabzCpaQuYePZoMpUkoBvAz+NiGuGKbZWNNTP/P21ihGk8TGSzgMOkzSlomvZeDCUz/3/kCZ0eFVE9ABIOgf4AzAXeH3jwhwX/N00jCQdABwH/P+IOKXZ8bSiPPvsN4BvR8R9zY7HrNHGwpijh1ndDaGolvZQL/stJN2Z623foLpbw1g32PJcRdIrgItJU4Me4O4fgy7TfUkXnd+VNLO25HVT89/jsXVzqJ/5RyrWPULqSjten8k1qDKVNAE4FPhZrWIEEBHPkWax21HSWLgJN5Jq3zu9vR+P+n/q4Eh6M3AmcAmpO60NzkdILfA/KHwvzcjrpue08TrlvI0BY6FydBuwdcWsU6/OP2+v2il/kd8J7FCx+tXAn8fp4PfbGER51kjaEvgF8Cjw1ohY2vAIW89tDK5MNyV9Rn8D3F9YAA7Ov+/S0Ehbw20M/jN/G7BJxeoZpHFICxsTYsu5jcGdo+uTeiC0V6zrzOvUiADHizxD3WNUfzftSHqvbIAkvZrU7fMm4EBXMIdkU1I35dtY/b10dV53VP57y6ZEZtYAY6FydB7pS/jQWkJ+6vXBwLUR8VBO21TS1hX7vkbSrMK+LwHeROo/Px4NujzzrGqXk54j828R4VmAksGW6SWk1qPyAvCz/Pstwx796DOUz/y5wAvzHeTavlNJ0yNfFxHjtbvSYMv0UWARsF/xTnGuZO0F3JVbkawXtRn+Ssk/BfbOM9fVttuNNAPgeP1uqktVeUrahtTFewGw1zj+nA9KRZmextrfSx/M607Pfz8wokGaNZDGwhjv3L99H+AE0uxy7wVeBbwxIq7N28wnDWpXYb91gFuByaQpZ1eQpqQUsH0D5v9vSUMoz9uAVwBfI7XKFf01In433LGPVoMt017yClJf7znDGPKoNoRztBu4mdR6dALpWTyHkJ4Uv2rf8WgIZfo50hiOm0kzKraTynQb0h36n4zcUYwukmqz920DvJN04Xg/sCgiTszbLACIiJmF/V5I+m5aSBrTNQX4NPB3YMeIeHZkjmB0GUx55u/5P5A+80ey9qyMd0TEHcMd+2g12HO0Ip+Zeb/DI2LusAVsNhKa/RTaRiykQapfJ/XVXk56FsTupW3mp8Nda98ZpDtxTwGLSWNltmj2MbVieZLGafW2zGv2cbVimfaSVwBzm31MrVqepOebnEW68FwGXAPs3OxjavYyxDJ9J3ADqbL5NHA9sG+zj6nZSx//DxcUtllQ/LuQvi3wS2BpLtezgOc1+5harTyBmf18Nx3d7ONqtTLtJZ9aOc9p9jF58TLUZUy0HJmZmZmZmQ3VWBhzZGZmZmZmNmSuHJmZmZmZmeHKkZmZmZmZGeDKkZmZmZmZGeDKkZmZmZmZGeDKkZmZmZmZGeDKkZmZmZmZGeDKkZmNApLmSYpS2tGSIj95vRkxDfn1Jc3OeezaV5pZXyR9WNK/JK1fSFvrMzPMMVwg6bcj9XpmZs3iypGNG5LWk7QsX5i+u9nxmA1UrrDt0+w4hkuuOM4ZgdfZTdI5kv4h6RlJiyXdLOl4STNK8URpWSrpXknfkfTCUr4zS9v2SHpK0j2Sfixpf0kdA4x1XeCLwAkR8URjSmBQjgZ2kbR3E2MwMxt2rhzZeHIQ0AXcD7yvybFY/44DJgF/a3YgDXYW6biuGsS+XwD2aWg0o8tsYM5wZS6pTdL3gF8DOwI/BD4KHAHcln+/pWLX7wDvzsv/Ba7J214naZ2K7X+Vt31PzvsiYDvgHOAGSZsOIOyPANOAEwewT8NFxO3AfOCoZsZhZjbcBnQHy6zFHQL8lnShMlfSFhFxXz07SlonIhYPa3RNJqkTaI+I5c2OBSAiVgArmh1Ho0XESmBls+MYp44GDgV+BMyOiGeLKyV9ilQBLbs6Is4r/P1dSYuAw4HdgQtK298bEWeX0j6TW8VOAC6VNCuf472S1AZ8ELgsIh7ra9sRchZwuqRXRkRVJdLMrOW55cjGBUmvBLYHziDdLV5BL61HuTvMvNz15hpJS4BLCut3yP3vH89dcu6R9LlydxlJO+Z87pX0dO66c62kfQcQ9wJJ8yVtLenSnMdTks6T9PyK7WdKOkvSIzm2v0r6kqTu0na18TTbSvqWpAeA5cBrCl2JdpP0eUl/y90Rb5D0mrz/Lrlslkp6WNJad5Ml7SHpJ5Luy/svknS5pF3qPPY1xvxUdFkqL0eX9j8gx7g4l/8Nkt5e8Tptkv5L0v2Slku6S9JB9cRYyuf9ku7O5f6XfCGsiu2qxiFNzMd7T451kaQ7JX29eOx58/cWj7t0vBdL+nuO4XFJF0rariKGgZ5XU5W6nP0pl9ETuWwPLG23saTv5hielfSQpFMkbVhH+S0AdgE2K72vxXLaWdKvcqzLJN0i6ZD+8s77bgh8mtQS+b5yxQggIhZFxOH15Ac8lH+ulU9vImIu8APgZcCBfW8NpNatzYCf15O/pEmSLsplf1BO2zWX42xJH8nn2PJ8fu2Zt3m5pF8ojWt6QqnLYGfFS1yWf76jnnjMzFqRW45svDgEWAL8NCKWSvoZ6SLz8xHRU7H9DsB/At8jVagAkPRW4HzgL8A3gYXAa4FjSJWv/Qt57AtsTepK8zdgfeC9wPmSDoqIH9YZ+yak7iwXkC7uXkG6mzwV2KMQ22bAjcC6wMnAn4Fdgf8CXi9pt4o71T8AluVjCeBhYGZe9xWgHfg2MAH4FHC5pPcApwGn5P3fARwj6f7S3fLZwHTgTOCBfByHAldIemNEXF3n8dc8RuqqVDYb2A14pJYg6Tjgc8AvSN2Aekjvx7mSPhYRJxX2/xZwGKmb2wnAhsBJQF2tivn15uR9bweOBLpJ3a8erTOLk0iV9TNzPB3AVsCb8vrasZ8FXE0q+7KPAU/kdf8EtgQ+AFyrdKf/z6Xt6z2vppG6kW0LnAd8l3RezAL2BH6ct9sU+B3pXDkN+CvwIuDDwBsl7RART/VRBnOALwMbkFpkav6U898rx/pP0vm6mFTBOFWpFfhzfeQN8FZgInDmIFpH15G0Qf59Cun/w6dJ/wd+M8C8TiV18X0rUG5dKqvdSLixv0yVJmu4hFTxektE/Lq0yUeB9fLrLwc+AVwgaX/S/7kfAReS3vuPk87d44oZRMQ/cyV21/7iMTNrWRHhxcuYXkgXRE8C8wppbyNVBv6jYvvIy+4V+fyTdBHdUVp3eN5n10La5Iq8u4F7gD/WGfuCnO87Sukn5fSXFNJ+kNPeUtr26zn9kELa0TltfsWxzM7rbgEmFNL3zunPATsU0ieQKlW/K+VTdfwbAY8DPy+lz0v/jtZIq8U4s4/y2ZPURe18QDntlXm/L1VsfyHwL2Cd/PdLSBWnK0hdCink0dPf6+dtpwFLgT8C3YX0GaQKefm8mF2RtrBcJr28VhTP4zrKexvgGeDkIZxXJ+e0D1Tk31b4/SLSBfWM0jY7kFpqj67j+OYDCyrS20k3GBYBLyide9fmc2CrfvKu3QDYr57PXum9qlquAZ5f2n5mXndiH3lOz9vcXMfrn5G3nVqxbtVnJr/u3aTP4azSdrvmPB4E1i2kb5fTe8plAtwMPNxLTL8GFtdbhl68ePHSaou71dl4sB/pAvaMQtrPSXfje5uY4fZY+87rm0kX998HpknaoLawutvLqjvuEbG09ruk7nxnt5t0p3kbSVPrjP+hiDinlFa7W71Vzr+NVHm5NSLKXXC+zOqWk7K50fu4h+/Gml2Pai09N0TE72uJeZsba7EU0ovHPyUf/0rgBuDVvbxm3SRtT7rbfSvwroiodTE7iHTRd0bxPcrv08XAOqTWPkiVZAHfijQWqBb7LaRB9fXYg/S+nhQRTxfyeIBUYa3HU8C2kl5W5/ZrqZW3kqn5eB8jVcaryrve8+pA4E8RsVZrVeRWV6UZ1fYkle/yUpkvILWw7FHefwD+D7ApcHpE1Lqz1c69r5G6iL+tnzxqn7d/DeL1jyF9/t9MmhDjGFLl4lJJ6w0wr9rr1/P5fx6wIiJ6jTl/Dq4jncevi4hbe9l0XhRa7iLijhzLQxFxfmnba4DnS5pSkc8TwBRJk+qI38ys5bhbnY0Hh5AuEh+Q9KJC+uXA/pI2iIjHS/vcW5HPNvnn6X281ka1X/IYh+NIF21VYy6mUd+FWlX3rtqUvrXnnjyP1N3nD+UNI2KhpIeBLSryqTrOyteNiCclQZrtr+zJQiwASNoSOB74N9KxrpFdH6/bL0mbAD8jtSTsVayUkN4nke6k96b2PtXKpGrbP1LfBX1/edRjDqnL3J2S7iNNHHIJcElUd/tci6RZwLGkloLJpdVV71k959UGpK5Yv+jn5V9CqqAckpcqdXdTrLB5/rnW+V1Iqzq/i2qftarZ5fpzZ+lmyUWS/kjqUngE8NkB5DWQSlo9n5OrSF0MX1/xf6yoqvyfBP7RSzqk82BJaV1tHN2QPsNmZqOVK0c2pknaHHgj6Qu9t4rAu4C5pbSnK7arXRR8mjTtb5WH8uuKVPnahjRm5/ek1oGVwMHAO6l/QpS+ZjZba8D/AFUdZ3+v2+9Ma/mO81Wki/S5wJ2kC7ge0hioN/W6c/95TyZVHNYF3hARD5c3IXeZ7CPWqovspomIi5QmnngLaZzJ7qRKxtWSdo+KyQOK8nifq0gX3MeSWouWksphLqniXNbI86q2/dms2UJbtGyAeTbaXfnnLNaeXW4wfpl/DvRcrk2QcU8d2z4GdEhaN3ofr/VD0lixTwCf7yOvwXyeq86D6cCSGCWzWpqZNZorRzbWHUz6gn8/qZWh7DhS17q5deRVG9C+tKLLXdl2pAHux0TEF4orJB1ax2sN1GOkyse25RW528/G9F6hGw67AS8gzQr2/VI8x1Xv0r/czetHpLJ9W6Rnr5T9Gfh34O8R8ad+sqzdTd+aNIFA0UvrDKuYxxWDzIOIWEiqXJydK9dfAT5Dank8t5/d9yVVgPaOiN8WV+TujM/UG0fJ46RWhFf0s91fSBWxCXV8NvrSW2tErYzXOr9ZXcb9tUxdSpqI4N2Sjo+IwZZJTW02t4G2RNU+/5fWsW2tQrcV6QZLlQ+TxgEeJWlCRAykFWswXlSIy8xszPGYIxuz8oX0bFKXmFMj4rzyQrrQfrmkV9WR5S9JA84/K2l6xetN0uoHQtbuxqq0zcuoHvszJLnr1SXALEn/Xlr9WdJnvRF3y+vV2/HvwdDGG30L2Av4VET8rJdtzso/vySpvbxS0kaFPy8mXZB/srit0tTvu9cZ069IrSIfVWHKdEkzSC2EfZLUnmeEWyWPn6qNHSmea0tKf9f0Vt7vB9aamrte+bz6EfDSqimzcyWOiHiCNO5uP+Xp3svbSXpeHS+5BFivlm/BLcDfgYNVmGo8Tzf9adJ7eFE/x/IoaXKSmaQZ7iZUxDlV0gl1xAmrH8Z7c53bI+kw0pi4O4Cf1LHL/PxzrTKtieTjpNkSj5D0zXrjGahc9psBVw7Xa5iZNZtbjmws2wN4IWla4d78lDQr2iHATX1lFmkK8PeQZjy7R9LppDvm00itBvuRKj7zSdMP/4H04MfaDHUvJnV/uZM0wLzRjiQNGL9Q0sk5tp2BA0hdrnrr7jQcriFPuZy7iz1Amur83aTjf/lAM5T0H6Qpt/8IPC7pXaVN7oiIOyLiJqVnHh0N3CbpXFJ3x41J5f4W0ixnRMTdkk4iTYP9G0k/JY0P+xhpWu5Z/cWVx2IdBXwDuE7SmaQJGj5EasXqL491gIclXUyqED1KGmPzYVKrzSWFba8Hdpd0BKmyEBHxY9LzZ54GzpJ0Yt7v9flY/8rQ/tf/N6nr2Km5cnsNqRI2K+dbm179w3ndVbkMbiVVyrcgtX6dSXpP+nI9aWKHEyVdR6r0/SYiHpX0MVIF/yZJp5BaSg8gVRy+FGtPVV7laNJ5cCjwBkk/Jn1OJrB6Kv5nWXMqcYCdJE3Mv3eTzqODSd0Yj694nRcXzs9u0rTqe5JauW4G9uljIpSim0ktYm8BTuxrw4j4pKRnSRWkzoj4RB35D9Rb8s/+WjLNzFpXs6fL8+JluBbSF3gAL+9nu3tIXe4m5b97nS45r38ZqfvTg6QLqUdIs0UdBUwvbLdZjuEx0oXrjaTK09HUMUV0zmMBML8ifdecx+xS+uaklpNHc2z3AV+iMMV03q7XGKiYarqwrrJsqJ6KezvSQP4nSRey84Gdetm2Km2NGOl7WuWgNFU06TkyvyRNk/0MaeD5ZcCHStu1kZ6J9Le83V2ku/t1v085nw/mc+kZ0gX3HNIFdHna7jXKl3Rh/uV8fjyR919Amvhjq9JrbEUay/av2nEX1u1MqpwsJp3Pl5LO1fmUpscexHk1jTQr3F/yefUEafbC8lTgG5BaZ+4ldWFbRKoMfxt4aR1l2E26mfEIqWJULrtdSC11/8r530phivoB/G/YnfTZfCAfz2JSReRYYOOK96q4rCB99s8CXlzKd2Zp254c672kyRv2pzR1fh2xfia/5kb9fWZy+rH5tb9LqsRWvqf9nAdHU3HukyYKuWmg5e3FixcvrbTUngtiZmZmo0ye8v/PwPci4r+bGMf2pO6N+0TExc2Kw8xsuLlyZGZmNopJ+hCp5W7zSOO7mhHDhaSHyL6xGa9vZjZSXDkyMzMzMzPDs9WZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkBrhyZmZmZmZkB8L+ATJgkxCqz/QAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_areas,\n", + " x='cbd_dist_bin_norm',\n", + " y='speed_trips_hw_avg',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'Area normalized distance to CBD (km)',\n", + " ylabel=r'Home-work trip speed (km/h)',\n", + " # title=r'Per area home-work $v^{REAL}$ speed vs. norm. distance to CBD',\n", + " xlim=(0,1.4),\n", + " ylim=(0,50),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_speed_real_area_cbd_norm.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "0082cfd7-6ea0-492e-8380-01c2495132b2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotLines(\n", + " data=df_spatial_users,\n", + " x='cbd_dist_bin',\n", + " y='speed_trips_hw',\n", + " hue='City',\n", + " hue_order=city_todo_order,\n", + " xlabel=r'User home distance to CBD (km)',\n", + " ylabel=r'Home-work trip speed (km/h)',\n", + " # title=r'Per user home-work $v^{REAL}$ speed vs. home distance to CBD',\n", + " xlim=(0,80),\n", + " ylim=(0,50),\n", + ")\n", + "fig.savefig(os.path.join(OUT_FOLDER, 'home_work_speed_real_user_cbd.pdf'), bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "id": "2ac35782-d3ed-4e22-8090-e5bce46d63a1", + "metadata": {}, + "source": [ + "### Home-work travel speed vs. distance to Business District closest to workplace" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "42be2276-3a33-4ae5-82af-3edcbb596c99", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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They do not necessarily represent the views of the International Bank for Reconstruction and Development/World Bank and its affiliated organizations, or those of the Executive Directors of the World Bank or the governments they represent. + The code is released under the MIT license (see the LICENSE file for details). @@ -158,6 +160,8 @@ The code is released under the MIT license (see the LICENSE file for details). examples/M4R_02_DisplacementAnalysis.ipynb examples/M4R_03_POI_visit_analysis.ipynb examples/M4R_04_Population_Density_Analysis.ipynb + examples/USS01_Mumbai.ipynb + examples/USS02_CityComparison.ipynb reference/Loading_data.rst mobilkit diff --git a/setup.cfg b/setup.cfg index b145b42..3eda66d 100644 --- a/setup.cfg +++ b/setup.cfg @@ -30,8 +30,8 @@ classifiers = packages = mobilkit python_requires = >=3.6 install_requires = - distributed - dask[complete] + distributed[full]==2022.4.1 + dask[full]==2022.4.1 click geopandas descartes @@ -68,7 +68,8 @@ doc = jinja2 skmob = scikit-mobility - pandas==1.2.5 + pandas==1.2.5 + geopandas<0.11.0,>=0.10.2 locations = infostop