From af292272c5cba1cf7d25d27951389b9775016bd4 Mon Sep 17 00:00:00 2001 From: tobirohrer Date: Sun, 24 Sep 2023 21:23:22 +0200 Subject: [PATCH 1/4] refactoring and making tests pass --- .../building.py | 30 ------------------- .../{simulation.py => building_simulation.py} | 7 +++-- building_energy_storage_simulation/utils.py | 7 ----- .../data => data}/data_preprocessing.ipynb | 0 .../preprocessed/electricity_load_profile.csv | 0 .../preprocessed/solar_generation_profile.csv | 0 .../data => data}/raw/Building_1.csv | 0 .../raw/building_attributes.json | 0 .../raw/solar_generation_1kW.csv | 0 .../data => data}/raw/weather_data.csv | 0 ...ulation.py => test_building_simulation.py} | 4 +-- 11 files changed, 7 insertions(+), 41 deletions(-) delete mode 100644 building_energy_storage_simulation/building.py rename building_energy_storage_simulation/{simulation.py => building_simulation.py} (94%) delete mode 100644 building_energy_storage_simulation/utils.py rename {building_energy_storage_simulation/data => data}/data_preprocessing.ipynb (100%) rename {building_energy_storage_simulation/data => data}/preprocessed/electricity_load_profile.csv (100%) rename {building_energy_storage_simulation/data => data}/preprocessed/solar_generation_profile.csv (100%) rename {building_energy_storage_simulation/data => data}/raw/Building_1.csv (100%) rename {building_energy_storage_simulation/data => data}/raw/building_attributes.json (100%) rename {building_energy_storage_simulation/data => data}/raw/solar_generation_1kW.csv (100%) rename {building_energy_storage_simulation/data => data}/raw/weather_data.csv (100%) rename tests/{test_simulation.py => test_building_simulation.py} (85%) diff --git a/building_energy_storage_simulation/building.py b/building_energy_storage_simulation/building.py deleted file mode 100644 index 317e458..0000000 --- a/building_energy_storage_simulation/building.py +++ /dev/null @@ -1,30 +0,0 @@ -from building_energy_storage_simulation.battery import Battery - - -class Building: - """ - Building class. - - :param solar_power_installed: The installed peak photovoltaic power in kWp. - :type solar_power_installed: float - :param battery_capacity: The capacity of the battery in kWh. - :type battery_capacity: float - :param max_battery_charge_per_timestep: Maximum amount of energy (kWh) which can be obtained from the battery or - which can be used to charge the battery in one time step. - :type max_battery_charge_per_timestep: float - """ - - def __init__(self, - solar_power_installed: float = 240.0, - battery_capacity: float = 100, - max_battery_charge_per_timestep: float = 20): - self.battery = Battery(capacity=battery_capacity, - max_battery_charge_per_timestep=max_battery_charge_per_timestep) - self.solar_power_installed = solar_power_installed - pass - - def reset(self): - """ - Resetting the state of the battery by calling `reset()` method from the battery class. - """ - self.battery.reset() diff --git a/building_energy_storage_simulation/simulation.py b/building_energy_storage_simulation/building_simulation.py similarity index 94% rename from building_energy_storage_simulation/simulation.py rename to building_energy_storage_simulation/building_simulation.py index afd5c07..568b134 100644 --- a/building_energy_storage_simulation/simulation.py +++ b/building_energy_storage_simulation/building_simulation.py @@ -1,5 +1,6 @@ from typing import Tuple +from building_energy_storage_simulation.battery import Battery from building_energy_storage_simulation.building import Building from building_energy_storage_simulation.utils import load_profile @@ -30,9 +31,11 @@ def __init__(self, solar_power_installed: float = 240, max_battery_charge_per_timestep: float = 20 ): + battery = Battery(capacity=battery_capacity, + max_battery_charge_per_timestep=max_battery_charge_per_timestep) + self.building = Building(solar_power_installed=solar_power_installed, - battery_capacity=battery_capacity, - max_battery_charge_per_timestep=max_battery_charge_per_timestep) + battery=battery) self.electricity_load_profile = load_profile(electricity_load_profile_file_name, 'Load [kWh]') self.solar_generation_profile = load_profile(solar_generation_profile_file_name, 'Inverter Power (W)') diff --git a/building_energy_storage_simulation/utils.py b/building_energy_storage_simulation/utils.py deleted file mode 100644 index ef0bd5c..0000000 --- a/building_energy_storage_simulation/utils.py +++ /dev/null @@ -1,7 +0,0 @@ -import pkg_resources -import pandas as pd - - -def load_profile(filename, column_name): - stream = pkg_resources.resource_stream(__name__, 'data/preprocessed/' + filename) - return pd.read_csv(stream)[column_name] diff --git a/building_energy_storage_simulation/data/data_preprocessing.ipynb b/data/data_preprocessing.ipynb similarity index 100% rename from building_energy_storage_simulation/data/data_preprocessing.ipynb rename to data/data_preprocessing.ipynb diff --git a/building_energy_storage_simulation/data/preprocessed/electricity_load_profile.csv b/data/preprocessed/electricity_load_profile.csv similarity index 100% rename from building_energy_storage_simulation/data/preprocessed/electricity_load_profile.csv rename to data/preprocessed/electricity_load_profile.csv diff --git a/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv b/data/preprocessed/solar_generation_profile.csv similarity index 100% rename from building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv rename to data/preprocessed/solar_generation_profile.csv diff --git a/building_energy_storage_simulation/data/raw/Building_1.csv b/data/raw/Building_1.csv similarity index 100% rename from building_energy_storage_simulation/data/raw/Building_1.csv rename to data/raw/Building_1.csv diff --git a/building_energy_storage_simulation/data/raw/building_attributes.json b/data/raw/building_attributes.json similarity index 100% rename from building_energy_storage_simulation/data/raw/building_attributes.json rename to data/raw/building_attributes.json diff --git a/building_energy_storage_simulation/data/raw/solar_generation_1kW.csv b/data/raw/solar_generation_1kW.csv similarity index 100% rename from building_energy_storage_simulation/data/raw/solar_generation_1kW.csv rename to data/raw/solar_generation_1kW.csv diff --git a/building_energy_storage_simulation/data/raw/weather_data.csv b/data/raw/weather_data.csv similarity index 100% rename from building_energy_storage_simulation/data/raw/weather_data.csv rename to data/raw/weather_data.csv diff --git a/tests/test_simulation.py b/tests/test_building_simulation.py similarity index 85% rename from tests/test_simulation.py rename to tests/test_building_simulation.py index 1efd433..901fd91 100644 --- a/tests/test_simulation.py +++ b/tests/test_building_simulation.py @@ -1,8 +1,8 @@ -from building_energy_storage_simulation import Simulation +from building_energy_storage_simulation import BuildingSimulation def test_energy_consumption_is_trimmed_to_0(): - sim = Simulation() + sim = BuildingSimulation() # Setting load of next time step to 0kWh sim.electricity_load_profile = [0] # Setting solar generation of next time step to 100kWh From 3df488d3df83a3f94cebc8d8e51b6b92b3524a70 Mon Sep 17 00:00:00 2001 From: tobirohrer Date: Sun, 24 Sep 2023 21:46:21 +0200 Subject: [PATCH 2/4] making data profiles part of the package again --- .../data}/data_preprocessing.ipynb | 0 .../data}/preprocessed/electricity_load_profile.csv | 0 .../data}/preprocessed/solar_generation_profile.csv | 0 .../data}/raw/Building_1.csv | 0 .../data}/raw/building_attributes.json | 0 .../data}/raw/solar_generation_1kW.csv | 0 .../data}/raw/weather_data.csv | 0 building_energy_storage_simulation/utils.py | 0 8 files changed, 0 insertions(+), 0 deletions(-) rename {data => building_energy_storage_simulation/data}/data_preprocessing.ipynb (100%) rename {data => building_energy_storage_simulation/data}/preprocessed/electricity_load_profile.csv (100%) rename {data => building_energy_storage_simulation/data}/preprocessed/solar_generation_profile.csv (100%) rename {data => building_energy_storage_simulation/data}/raw/Building_1.csv (100%) rename {data => building_energy_storage_simulation/data}/raw/building_attributes.json (100%) rename {data => building_energy_storage_simulation/data}/raw/solar_generation_1kW.csv (100%) rename {data => building_energy_storage_simulation/data}/raw/weather_data.csv (100%) create mode 100644 building_energy_storage_simulation/utils.py diff --git a/data/data_preprocessing.ipynb b/building_energy_storage_simulation/data/data_preprocessing.ipynb similarity index 100% rename from data/data_preprocessing.ipynb rename to building_energy_storage_simulation/data/data_preprocessing.ipynb diff --git a/data/preprocessed/electricity_load_profile.csv b/building_energy_storage_simulation/data/preprocessed/electricity_load_profile.csv similarity index 100% rename from data/preprocessed/electricity_load_profile.csv rename to building_energy_storage_simulation/data/preprocessed/electricity_load_profile.csv diff --git a/data/preprocessed/solar_generation_profile.csv b/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv similarity index 100% rename from data/preprocessed/solar_generation_profile.csv rename to building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv diff --git a/data/raw/Building_1.csv b/building_energy_storage_simulation/data/raw/Building_1.csv similarity index 100% rename from data/raw/Building_1.csv rename to building_energy_storage_simulation/data/raw/Building_1.csv diff --git a/data/raw/building_attributes.json b/building_energy_storage_simulation/data/raw/building_attributes.json similarity index 100% rename from data/raw/building_attributes.json rename to building_energy_storage_simulation/data/raw/building_attributes.json diff --git a/data/raw/solar_generation_1kW.csv b/building_energy_storage_simulation/data/raw/solar_generation_1kW.csv similarity index 100% rename from data/raw/solar_generation_1kW.csv rename to building_energy_storage_simulation/data/raw/solar_generation_1kW.csv diff --git a/data/raw/weather_data.csv b/building_energy_storage_simulation/data/raw/weather_data.csv similarity index 100% rename from data/raw/weather_data.csv rename to building_energy_storage_simulation/data/raw/weather_data.csv diff --git a/building_energy_storage_simulation/utils.py b/building_energy_storage_simulation/utils.py new file mode 100644 index 0000000..e69de29 From 5065f2bbcc44352f9457a2dbd00152cf2e18028f Mon Sep 17 00:00:00 2001 From: tobirohrer Date: Sun, 24 Sep 2023 22:05:58 +0200 Subject: [PATCH 3/4] Done refactoring --- README.md | 9 +- .../__init__.py | 3 +- .../building_simulation.py | 55 +- .../data/data_preprocessing.ipynb | 309 +- .../preprocessed/building_load_profile.csv | 8761 +++++++++++++++++ .../preprocessed/solar_generation_profile.csv | 8524 ++++++++-------- .../environment.py | 46 +- building_energy_storage_simulation/utils.py | 7 + docs/source/guide/installation.rst | 11 +- docs/source/index.rst | 1 - docs/source/modules/building.rst | 7 - docs/source/modules/simulation.rst | 6 +- ...ement_learning_sample_implementation.ipynb | 613 +- tests/test_building_simulation.py | 12 +- tests/test_environment.py | 45 +- 15 files changed, 13755 insertions(+), 4654 deletions(-) create mode 100644 building_energy_storage_simulation/data/preprocessed/building_load_profile.csv delete mode 100644 docs/source/modules/building.rst diff --git a/README.md b/README.md index 0cb8e66..02180bf 100644 --- a/README.md +++ b/README.md @@ -37,10 +37,13 @@ questions, contact me via ## Usage ```python -from building_energy_storage_simulation import Environment -env = Environment() +from building_energy_storage_simulation import Environment, BuildingSimulation + +simulation = BuildingSimulation() +env = Environment(building_simulation=simulation) + env.reset() -env.step(42) +env.step(1) ... ``` diff --git a/building_energy_storage_simulation/__init__.py b/building_energy_storage_simulation/__init__.py index 4ce16c2..1dbeb5e 100644 --- a/building_energy_storage_simulation/__init__.py +++ b/building_energy_storage_simulation/__init__.py @@ -1,8 +1,7 @@ from os import path from building_energy_storage_simulation.battery import Battery -from building_energy_storage_simulation.simulation import Simulation -from building_energy_storage_simulation.building import Building +from building_energy_storage_simulation.building_simulation import BuildingSimulation from building_energy_storage_simulation.environment import Environment DATA_DIR = path.join(path.dirname(__file__), 'data') diff --git a/building_energy_storage_simulation/building_simulation.py b/building_energy_storage_simulation/building_simulation.py index 568b134..b3ac910 100644 --- a/building_energy_storage_simulation/building_simulation.py +++ b/building_energy_storage_simulation/building_simulation.py @@ -1,22 +1,19 @@ -from typing import Tuple +from typing import Tuple, Iterable + +import numpy as np from building_energy_storage_simulation.battery import Battery -from building_energy_storage_simulation.building import Building from building_energy_storage_simulation.utils import load_profile -class Simulation: +class BuildingSimulation: """ - Simulation which wires the building, electricity load and solar generation profile together. - - :param electricity_load_profile_file_name: Path to csv file containing electric load profile. - :type electricity_load_profile_file_name: str - :param solar_generation_profile_file_name: Path to csv file containing solar energy generation profile. Note that - the profile is in W per kWp of solar power installed. The actual solar generetion is determined by - multiplication with the `solar_power_installed` - :type solar_generation_profile_file_name: str - :param solar_power_installed: The installed peak photovoltaic power in kWp. - :type solar_power_installed: float + Represents the simulation of the building and wires the data profiles and the usage of the battery together. + + :param electricity_load_profile: Load profile in kWh per time step. + :type electricity_load_profile: Iterable + :param solar_generation_profile: Generation profile in kWh per time step. + :type solar_generation_profile: Iterable :param battery_capacity: The capacity of the battery in kWh. :type battery_capacity: float :param max_battery_charge_per_timestep: Maximum amount of energy (kWh) which can be obtained from the battery or @@ -25,24 +22,19 @@ class Simulation: """ def __init__(self, - electricity_load_profile_file_name: str = 'electricity_load_profile.csv', - solar_generation_profile_file_name: str = 'solar_generation_profile.csv', + electricity_load_profile: Iterable = load_profile('electricity_load_profile.csv', 'Load [kWh]'), + solar_generation_profile: Iterable = load_profile('solar_generation_profile.csv', 'Generation [kWh]'), battery_capacity: float = 100, - solar_power_installed: float = 240, max_battery_charge_per_timestep: float = 20 ): - battery = Battery(capacity=battery_capacity, - max_battery_charge_per_timestep=max_battery_charge_per_timestep) + self.electricity_load_profile = np.array(electricity_load_profile) + self.solar_generation_profile = np.array(solar_generation_profile) + self.battery = Battery(capacity=battery_capacity, + max_battery_charge_per_timestep=max_battery_charge_per_timestep) - self.building = Building(solar_power_installed=solar_power_installed, - battery=battery) - - self.electricity_load_profile = load_profile(electricity_load_profile_file_name, 'Load [kWh]') - self.solar_generation_profile = load_profile(solar_generation_profile_file_name, 'Inverter Power (W)') assert len(self.solar_generation_profile) == len(self.electricity_load_profile), \ "Solar generation profile and electricity load profile must be of the same length." - # Solar Generation Profile is in W per 1KW of Solar power installed - self.solar_generation_profile = self.solar_generation_profile * self.building.solar_power_installed / 1000 + self.step_count = 0 self.start_index = 0 pass @@ -56,11 +48,11 @@ def reset(self): """ - self.building.reset() + self.battery.reset() self.step_count = 0 pass - def simulate_one_step(self, amount: float) -> Tuple[float, float]: + def simulate_one_step(self, action: float) -> Tuple[float, float]: """ Performs one simulation step by: 1. Charging or discharging the battery depending on the amount. @@ -69,8 +61,11 @@ def simulate_one_step(self, amount: float) -> Tuple[float, float]: 4. Calculating the amount of excess energy which is considered lost. 5. Increasing the step counter. - :param amount: Amount of energy to be stored or retrieved from the battery. In kWh. - :type amount: float + :param action: Fraction of energy to be stored or retrieved from the battery. The action lies in [-1;1]. The + action represents the fraction of `max_battery_charge_per_timestep` which should be used to charge or + discharge the battery. 1 represents the maximum possible amount of energy which can be used to charge the + battery per time step. + :type action: float :returns: Tuple of: 1. Amount of energy consumed in this time step. This is calculated by: `battery_energy` @@ -84,7 +79,7 @@ def simulate_one_step(self, amount: float) -> Tuple[float, float]: electricity_load_of_this_timestep = self.electricity_load_profile[self.start_index + self.step_count] solar_generation_of_this_timestep = self.solar_generation_profile[self.start_index + self.step_count] - electricity_consumed_for_battery = self.building.battery.use(amount) + electricity_consumed_for_battery = self.battery.use(action * self.battery.max_battery_charge_per_timestep) electricity_consumption = electricity_consumed_for_battery + electricity_load_of_this_timestep - \ solar_generation_of_this_timestep excess_energy = 0 diff --git a/building_energy_storage_simulation/data/data_preprocessing.ipynb b/building_energy_storage_simulation/data/data_preprocessing.ipynb index 2d9f2d2..45a1e07 100644 --- a/building_energy_storage_simulation/data/data_preprocessing.ipynb +++ b/building_energy_storage_simulation/data/data_preprocessing.ipynb @@ -2,6 +2,7 @@ "cells": [ { "cell_type": "markdown", + "id": "7a38795d", "metadata": {}, "source": [ "The files processed in this notebook were obtained from [https://github.com/intelligent-environments-lab/CityLearn](https://github.com/intelligent-environments-lab/CityLearn)" @@ -9,7 +10,8 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, + "id": "3ebc7cf4", "metadata": {}, "outputs": [], "source": [ @@ -19,7 +21,8 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, + "id": "39848e9c", "metadata": {}, "outputs": [], "source": [ @@ -31,325 +34,75 @@ { "cell_type": "code", "execution_count": null, + "id": "4d12b140-a831-4e55-9f11-e47abfdda3d4", "metadata": {}, "outputs": [], "source": [ - "building_load_profile.to_csv('preprocessed/building_load_profile.csv')" + "building_load_profile['Load [kWh]'].plot()" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, + "id": "363c2258", "metadata": {}, "outputs": [], "source": [ - "solar_generation_profile = pd.read_csv('raw/solar_generation_1kW.csv')\n", - "solar_generation_profile['Inverter Power (W)'] = solar_generation_profile['Hourly Data: AC inverter power (W)']\n", - "solar_generation_profile = solar_generation_profile[['Inverter Power (W)']]" + "building_load_profile.to_csv('preprocessed/building_load_profile.csv')" ] }, { "cell_type": "code", "execution_count": null, + "id": "09ed886e", "metadata": {}, "outputs": [], "source": [ - "solar_generation_profile.to_csv('preprocessed/solar_generation_profile.csv')" + "SOLAR_POWER_INSTALLED = 300\n", + "\n", + "solar_generation_profile = pd.read_csv('raw/solar_generation_1kW.csv')\n", + "solar_generation_profile['Generation [kWh]'] = solar_generation_profile['Hourly Data: AC inverter power (W)'] / 1000\n", + "solar_generation_profile['Generation [kWh]'] = solar_generation_profile['Generation [kWh]'] * SOLAR_POWER_INSTALLED\n", + "solar_generation_profile = solar_generation_profile[['Generation [kWh]']]" ] }, { "cell_type": "code", "execution_count": null, + "id": "7dfe06b0-32c1-4b73-81e2-626df44f8580", "metadata": {}, "outputs": [], "source": [ - "weather_profile = pd.read_csv('raw/weather_data.csv')\n", - "weather_profile" + "solar_generation_profile.plot()" ] }, { "cell_type": "code", - "execution_count": 21, - "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", - " \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", - "
MonthHourDay TypeLoad [kWh]
01189.89
11289.08
21388.22
31488.57
41588.93
...............
8755122019.37
87561221110.13
87571222110.17
8758122319.51
8759122419.48
\n", - "

8760 rows × 4 columns

\n", - "
" - ], - "text/plain": [ - " Month Hour Day Type Load [kWh]\n", - "0 1 1 8 9.89\n", - "1 1 2 8 9.08\n", - "2 1 3 8 8.22\n", - "3 1 4 8 8.57\n", - "4 1 5 8 8.93\n", - "... ... ... ... ...\n", - "8755 12 20 1 9.37\n", - "8756 12 21 1 10.13\n", - "8757 12 22 1 10.17\n", - "8758 12 23 1 9.51\n", - "8759 12 24 1 9.48\n", - "\n", - "[8760 rows x 4 columns]" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "building_load_profile" - ] - }, - { - "cell_type": "code", - "execution_count": 16, + "execution_count": null, + "id": "7da06d35", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 0.0\n", - "1 0.0\n", - "2 0.0\n", - "3 0.0\n", - "4 0.0\n", - " ... \n", - "8755 0.0\n", - "8756 0.0\n", - "8757 0.0\n", - "8758 0.0\n", - "8759 0.0\n", - "Name: Inverter Power (W), Length: 8760, dtype: float64" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "(solar_generation_profile['Inverter Power (W)']*140)" + "solar_generation_profile.to_csv('preprocessed/solar_generation_profile.csv')" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, + "id": "d39a0d2f", "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", - "
Load [kWh]
09.89
19.08
28.22
38.57
48.93
......
87559.37
875610.13
875710.17
87589.51
87599.48
\n", - "

8760 rows × 1 columns

\n", - "
" - ], - "text/plain": [ - " Load [kWh]\n", - "0 9.89\n", - "1 9.08\n", - "2 8.22\n", - "3 8.57\n", - "4 8.93\n", - "... ...\n", - "8755 9.37\n", - "8756 10.13\n", - "8757 10.17\n", - "8758 9.51\n", - "8759 9.48\n", - "\n", - "[8760 rows x 1 columns]" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "building_load_profile[['Load [kWh]']]" + "weather_profile = pd.read_csv('raw/weather_data.csv')\n", + "weather_profile" ] } ], "metadata": { "kernelspec": { - "display_name": "temp1", + "display_name": "building", "language": "python", - "name": "temp1" + "name": "building" }, "language_info": { "codemirror_mode": { @@ -361,7 +114,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.15" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/building_energy_storage_simulation/data/preprocessed/building_load_profile.csv b/building_energy_storage_simulation/data/preprocessed/building_load_profile.csv new file mode 100644 index 0000000..f1681f0 --- /dev/null +++ b/building_energy_storage_simulation/data/preprocessed/building_load_profile.csv @@ -0,0 +1,8761 @@ +,Month,Hour,Day Type,Load [kWh] +0,1,1,8,9.89 +1,1,2,8,9.08 +2,1,3,8,8.22 +3,1,4,8,8.57 +4,1,5,8,8.93 +5,1,6,8,9.2 +6,1,7,8,10.709999999999999 +7,1,8,8,9.95 +8,1,9,8,12.43 +9,1,10,8,11.5 +10,1,11,8,49.45 +11,1,12,8,78.76 +12,1,13,8,64.74000000000001 +13,1,14,8,73.5 +14,1,15,8,81.69 +15,1,16,8,64.64 +16,1,17,8,56.24 +17,1,18,8,26.24 +18,1,19,8,9.64 +19,1,20,8,9.27 +20,1,21,8,9.59 +21,1,22,8,10.11 +22,1,23,8,9.66 +23,1,24,8,9.14 +24,1,1,2,12.47 +25,1,2,2,13.43 +26,1,3,2,12.96 +27,1,4,2,13.09 +28,1,5,2,13.65 +29,1,6,2,13.49 +30,1,7,2,18.07 +31,1,8,2,27.13 +32,1,9,2,71.35 +33,1,10,2,70.97 +34,1,11,2,68.77000000000001 +35,1,12,2,76.88 +36,1,13,2,89.77000000000001 +37,1,14,2,86.53999999999999 +38,1,15,2,76.21 +39,1,16,2,69.67 +40,1,17,2,76.33 +41,1,18,2,56.74 +42,1,19,2,31.17 +43,1,20,2,20.37 +44,1,21,2,15.75 +45,1,22,2,16.45 +46,1,23,2,15.99 +47,1,24,2,14.09 +48,1,1,3,12.93 +49,1,2,3,13.89 +50,1,3,3,13.98 +51,1,4,3,13.26 +52,1,5,3,12.54 +53,1,6,3,12.93 +54,1,7,3,17.72 +55,1,8,3,33.910000000000004 +56,1,9,3,71.08 +57,1,10,3,71.57 +58,1,11,3,91.57 +59,1,12,3,110.85 +60,1,13,3,127.63 +61,1,14,3,136.02999999999997 +62,1,15,3,129.1 +63,1,16,3,123.65 +64,1,17,3,119.84 +65,1,18,3,95.66999999999999 +66,1,19,3,65.49 +67,1,20,3,58.35 +68,1,21,3,52.25 +69,1,22,3,44.480000000000004 +70,1,23,3,18.77 +71,1,24,3,19.75 +72,1,1,4,15.39 +73,1,2,4,14.88 +74,1,3,4,14.81 +75,1,4,4,15.46 +76,1,5,4,15.46 +77,1,6,4,14.71 +78,1,7,4,19.96 +79,1,8,4,35.28 +80,1,9,4,74.27 +81,1,10,4,60.33 +82,1,11,4,69.08 +83,1,12,4,80.06 +84,1,13,4,90.6 +85,1,14,4,94.88 +86,1,15,4,86.33 +87,1,16,4,83.64 +88,1,17,4,86.59 +89,1,18,4,67.0 +90,1,19,4,36.09 +91,1,20,4,25.919999999999998 +92,1,21,4,20.689999999999998 +93,1,22,4,14.889999999999999 +94,1,23,4,15.0 +95,1,24,4,17.1 +96,1,1,5,13.47 +97,1,2,5,12.31 +98,1,3,5,12.22 +99,1,4,5,11.58 +100,1,5,5,10.93 +101,1,6,5,10.15 +102,1,7,5,13.709999999999999 +103,1,8,5,27.369999999999997 +104,1,9,5,54.6 +105,1,10,5,51.27 +106,1,11,5,66.88 +107,1,12,5,81.72999999999999 +108,1,13,5,91.56 +109,1,14,5,104.75 +110,1,15,5,97.31 +111,1,16,5,95.37 +112,1,17,5,89.38 +113,1,18,5,67.59 +114,1,19,5,34.94 +115,1,20,5,24.59 +116,1,21,5,20.09 +117,1,22,5,17.62 +118,1,23,5,15.72 +119,1,24,5,16.990000000000002 +120,1,1,6,13.41 +121,1,2,6,13.77 +122,1,3,6,12.63 +123,1,4,6,11.05 +124,1,5,6,12.36 +125,1,6,6,12.46 +126,1,7,6,16.25 +127,1,8,6,29.76 +128,1,9,6,62.96 +129,1,10,6,56.349999999999994 +130,1,11,6,52.199999999999996 +131,1,12,6,62.59 +132,1,13,6,75.06 +133,1,14,6,90.05 +134,1,15,6,81.62 +135,1,16,6,80.18 +136,1,17,6,76.58 +137,1,18,6,52.73 +138,1,19,6,23.68 +139,1,20,6,20.14 +140,1,21,6,20.71 +141,1,22,6,18.62 +142,1,23,6,19.34 +143,1,24,6,17.97 +144,1,1,7,10.37 +145,1,2,7,9.87 +146,1,3,7,9.65 +147,1,4,7,9.55 +148,1,5,7,9.54 +149,1,6,7,8.77 +150,1,7,7,15.129999999999999 +151,1,8,7,22.04 +152,1,9,7,28.240000000000002 +153,1,10,7,27.88 +154,1,11,7,26.14 +155,1,12,7,27.59 +156,1,13,7,20.92 +157,1,14,7,23.270000000000003 +158,1,15,7,33.19 +159,1,16,7,38.11 +160,1,17,7,37.480000000000004 +161,1,18,7,32.14 +162,1,19,7,12.33 +163,1,20,7,9.75 +164,1,21,7,10.27 +165,1,22,7,9.26 +166,1,23,7,8.45 +167,1,24,7,9.57 +168,1,1,1,8.4 +169,1,2,1,8.62 +170,1,3,1,9.64 +171,1,4,1,10.02 +172,1,5,1,10.67 +173,1,6,1,9.46 +174,1,7,1,11.57 +175,1,8,1,12.73 +176,1,9,1,11.07 +177,1,10,1,12.2 +178,1,11,1,12.690000000000001 +179,1,12,1,12.31 +180,1,13,1,13.67 +181,1,14,1,13.43 +182,1,15,1,14.33 +183,1,16,1,14.78 +184,1,17,1,14.79 +185,1,18,1,14.819999999999999 +186,1,19,1,11.34 +187,1,20,1,11.6 +188,1,21,1,10.58 +189,1,22,1,11.52 +190,1,23,1,11.6 +191,1,24,1,11.6 +192,1,1,2,15.46 +193,1,2,2,14.59 +194,1,3,2,14.07 +195,1,4,2,14.74 +196,1,5,2,15.46 +197,1,6,2,15.46 +198,1,7,2,19.72 +199,1,8,2,32.98 +200,1,9,2,69.27 +201,1,10,2,60.550000000000004 +202,1,11,2,56.260000000000005 +203,1,12,2,60.43 +204,1,13,2,60.33 +205,1,14,2,63.25 +206,1,15,2,61.32 +207,1,16,2,56.02 +208,1,17,2,54.45 +209,1,18,2,45.38 +210,1,19,2,22.28 +211,1,20,2,20.07 +212,1,21,2,19.03 +213,1,22,2,17.529999999999998 +214,1,23,2,17.63 +215,1,24,2,17.849999999999998 +216,1,1,3,14.24 +217,1,2,3,15.39 +218,1,3,3,15.36 +219,1,4,3,15.44 +220,1,5,3,15.46 +221,1,6,3,14.65 +222,1,7,3,19.79 +223,1,8,3,32.53 +224,1,9,3,73.95 +225,1,10,3,59.080000000000005 +226,1,11,3,58.17 +227,1,12,3,56.699999999999996 +228,1,13,3,61.35 +229,1,14,3,60.230000000000004 +230,1,15,3,53.08 +231,1,16,3,57.71 +232,1,17,3,65.35 +233,1,18,3,47.85 +234,1,19,3,22.58 +235,1,20,3,17.68 +236,1,21,3,17.729999999999997 +237,1,22,3,16.080000000000002 +238,1,23,3,17.55 +239,1,24,3,19.05 +240,1,1,4,15.13 +241,1,2,4,14.98 +242,1,3,4,15.46 +243,1,4,4,15.46 +244,1,5,4,14.92 +245,1,6,4,15.46 +246,1,7,4,19.93 +247,1,8,4,35.12 +248,1,9,4,74.71 +249,1,10,4,62.03 +250,1,11,4,63.44 +251,1,12,4,72.65 +252,1,13,4,79.23 +253,1,14,4,84.71 +254,1,15,4,85.24000000000001 +255,1,16,4,81.52 +256,1,17,4,72.46000000000001 +257,1,18,4,46.49 +258,1,19,4,23.27 +259,1,20,4,17.150000000000002 +260,1,21,4,16.13 +261,1,22,4,15.989999999999998 +262,1,23,4,15.49 +263,1,24,4,13.81 +264,1,1,5,11.06 +265,1,2,5,11.17 +266,1,3,5,11.33 +267,1,4,5,11.06 +268,1,5,5,11.7 +269,1,6,5,11.94 +270,1,7,5,14.75 +271,1,8,5,26.16 +272,1,9,5,62.18 +273,1,10,5,49.089999999999996 +274,1,11,5,50.61 +275,1,12,5,55.69 +276,1,13,5,58.669999999999995 +277,1,14,5,55.120000000000005 +278,1,15,5,55.739999999999995 +279,1,16,5,57.550000000000004 +280,1,17,5,62.51 +281,1,18,5,46.25 +282,1,19,5,20.919999999999998 +283,1,20,5,16.78 +284,1,21,5,15.610000000000001 +285,1,22,5,13.71 +286,1,23,5,12.86 +287,1,24,5,14.93 +288,1,1,6,10.84 +289,1,2,6,11.44 +290,1,3,6,11.88 +291,1,4,6,11.12 +292,1,5,6,12.06 +293,1,6,6,13.28 +294,1,7,6,15.33 +295,1,8,6,30.720000000000002 +296,1,9,6,69.06 +297,1,10,6,57.71 +298,1,11,6,56.379999999999995 +299,1,12,6,52.83 +300,1,13,6,51.370000000000005 +301,1,14,6,53.17 +302,1,15,6,54.18 +303,1,16,6,45.94 +304,1,17,6,54.91 +305,1,18,6,38.02 +306,1,19,6,20.32 +307,1,20,6,16.57 +308,1,21,6,15.69 +309,1,22,6,15.38 +310,1,23,6,16.49 +311,1,24,6,14.49 +312,1,1,7,7.86 +313,1,2,7,8.95 +314,1,3,7,10.07 +315,1,4,7,9.74 +316,1,5,7,9.65 +317,1,6,7,8.71 +318,1,7,7,16.009999999999998 +319,1,8,7,19.77 +320,1,9,7,25.78 +321,1,10,7,29.849999999999998 +322,1,11,7,30.009999999999998 +323,1,12,7,30.48 +324,1,13,7,21.9 +325,1,14,7,18.12 +326,1,15,7,15.129999999999999 +327,1,16,7,16.59 +328,1,17,7,17.93 +329,1,18,7,15.370000000000001 +330,1,19,7,14.14 +331,1,20,7,11.56 +332,1,21,7,11.6 +333,1,22,7,11.6 +334,1,23,7,11.6 +335,1,24,7,11.5 +336,1,1,1,11.6 +337,1,2,1,11.6 +338,1,3,1,11.18 +339,1,4,1,10.94 +340,1,5,1,10.4 +341,1,6,1,10.76 +342,1,7,1,13.25 +343,1,8,1,12.88 +344,1,9,1,11.75 +345,1,10,1,12.3 +346,1,11,1,13.129999999999999 +347,1,12,1,13.26 +348,1,13,1,13.14 +349,1,14,1,12.950000000000001 +350,1,15,1,13.709999999999999 +351,1,16,1,13.46 +352,1,17,1,13.700000000000001 +353,1,18,1,14.32 +354,1,19,1,11.6 +355,1,20,1,11.32 +356,1,21,1,11.6 +357,1,22,1,11.6 +358,1,23,1,11.11 +359,1,24,1,10.71 +360,1,1,8,10.03 +361,1,2,8,10.58 +362,1,3,8,10.81 +363,1,4,8,11.49 +364,1,5,8,10.92 +365,1,6,8,11.07 +366,1,7,8,14.4 +367,1,8,8,14.7 +368,1,9,8,14.46 +369,1,10,8,13.5 +370,1,11,8,13.43 +371,1,12,8,12.17 +372,1,13,8,11.56 +373,1,14,8,12.059999999999999 +374,1,15,8,12.18 +375,1,16,8,11.909999999999998 +376,1,17,8,10.7 +377,1,18,8,12.049999999999999 +378,1,19,8,9.8 +379,1,20,8,10.46 +380,1,21,8,10.47 +381,1,22,8,10.71 +382,1,23,8,9.91 +383,1,24,8,10.07 +384,1,1,3,13.82 +385,1,2,3,13.55 +386,1,3,3,12.77 +387,1,4,3,13.62 +388,1,5,3,11.97 +389,1,6,3,12.49 +390,1,7,3,17.21 +391,1,8,3,30.33 +392,1,9,3,59.99 +393,1,10,3,50.14 +394,1,11,3,51.88 +395,1,12,3,66.91 +396,1,13,3,89.82 +397,1,14,3,102.12 +398,1,15,3,100.76 +399,1,16,3,94.22 +400,1,17,3,87.00999999999999 +401,1,18,3,63.209999999999994 +402,1,19,3,31.51 +403,1,20,3,27.09 +404,1,21,3,23.98 +405,1,22,3,19.330000000000002 +406,1,23,3,18.82 +407,1,24,3,19.63 +408,1,1,4,14.85 +409,1,2,4,13.38 +410,1,3,4,14.19 +411,1,4,4,14.35 +412,1,5,4,12.79 +413,1,6,4,12.79 +414,1,7,4,16.33 +415,1,8,4,30.02 +416,1,9,4,68.81 +417,1,10,4,72.07 +418,1,11,4,80.39 +419,1,12,4,85.63 +420,1,13,4,95.23 +421,1,14,4,99.74000000000001 +422,1,15,4,94.86000000000001 +423,1,16,4,92.76 +424,1,17,4,92.42 +425,1,18,4,65.92 +426,1,19,4,38.519999999999996 +427,1,20,4,34.32 +428,1,21,4,31.799999999999997 +429,1,22,4,27.47 +430,1,23,4,17.349999999999998 +431,1,24,4,17.54 +432,1,1,5,14.16 +433,1,2,5,14.59 +434,1,3,5,15.06 +435,1,4,5,15.22 +436,1,5,5,15.46 +437,1,6,5,15.05 +438,1,7,5,23.46 +439,1,8,5,41.21 +440,1,9,5,84.04 +441,1,10,5,86.27 +442,1,11,5,104.71000000000001 +443,1,12,5,131.01999999999998 +444,1,13,5,136.85 +445,1,14,5,135.71 +446,1,15,5,126.97 +447,1,16,5,120.63 +448,1,17,5,115.8 +449,1,18,5,92.53 +450,1,19,5,61.97 +451,1,20,5,54.739999999999995 +452,1,21,5,51.650000000000006 +453,1,22,5,48.260000000000005 +454,1,23,5,14.57 +455,1,24,5,15.969999999999999 +456,1,1,6,11.66 +457,1,2,6,10.59 +458,1,3,6,10.58 +459,1,4,6,12.98 +460,1,5,6,11.47 +461,1,6,6,10.41 +462,1,7,6,16.43 +463,1,8,6,26.490000000000002 +464,1,9,6,68.24 +465,1,10,6,75.41 +466,1,11,6,87.38 +467,1,12,6,106.28999999999999 +468,1,13,6,114.25 +469,1,14,6,118.57 +470,1,15,6,110.76 +471,1,16,6,104.4 +472,1,17,6,111.97 +473,1,18,6,87.27 +474,1,19,6,62.69 +475,1,20,6,55.37 +476,1,21,6,54.66 +477,1,22,6,50.980000000000004 +478,1,23,6,15.98 +479,1,24,6,16.45 +480,1,1,7,9.74 +481,1,2,7,10.56 +482,1,3,7,9.31 +483,1,4,7,8.31 +484,1,5,7,9.07 +485,1,6,7,8.13 +486,1,7,7,45.05 +487,1,8,7,56.260000000000005 +488,1,9,7,71.24000000000001 +489,1,10,7,96.44 +490,1,11,7,102.87 +491,1,12,7,104.88 +492,1,13,7,104.39000000000001 +493,1,14,7,100.41 +494,1,15,7,98.53999999999999 +495,1,16,7,92.2 +496,1,17,7,86.3 +497,1,18,7,78.55000000000001 +498,1,19,7,11.030000000000001 +499,1,20,7,7.88 +500,1,21,7,7.67 +501,1,22,7,8.0 +502,1,23,7,8.6 +503,1,24,7,7.86 +504,1,1,1,7.99 +505,1,2,1,9.21 +506,1,3,1,8.93 +507,1,4,1,8.89 +508,1,5,1,9.65 +509,1,6,1,9.39 +510,1,7,1,12.76 +511,1,8,1,12.5 +512,1,9,1,13.61 +513,1,10,1,13.01 +514,1,11,1,13.139999999999999 +515,1,12,1,13.84 +516,1,13,1,52.099999999999994 +517,1,14,1,55.239999999999995 +518,1,15,1,75.67 +519,1,16,1,33.06 +520,1,17,1,12.030000000000001 +521,1,18,1,12.49 +522,1,19,1,8.62 +523,1,20,1,8.39 +524,1,21,1,9.18 +525,1,22,1,9.36 +526,1,23,1,8.72 +527,1,24,1,8.83 +528,1,1,2,12.87 +529,1,2,2,13.21 +530,1,3,2,12.68 +531,1,4,2,11.62 +532,1,5,2,11.55 +533,1,6,2,11.55 +534,1,7,2,15.23 +535,1,8,2,25.790000000000003 +536,1,9,2,65.59 +537,1,10,2,85.05 +538,1,11,2,96.34 +539,1,12,2,113.13 +540,1,13,2,126.57 +541,1,14,2,139.49 +542,1,15,2,132.82 +543,1,16,2,129.39999999999998 +544,1,17,2,131.03 +545,1,18,2,102.68 +546,1,19,2,72.67 +547,1,20,2,58.629999999999995 +548,1,21,2,46.160000000000004 +549,1,22,2,30.630000000000003 +550,1,23,2,15.709999999999999 +551,1,24,2,14.72 +552,1,1,3,12.24 +553,1,2,3,11.53 +554,1,3,3,12.67 +555,1,4,3,12.18 +556,1,5,3,12.52 +557,1,6,3,11.37 +558,1,7,3,16.84 +559,1,8,3,29.650000000000002 +560,1,9,3,66.13 +561,1,10,3,58.050000000000004 +562,1,11,3,52.45 +563,1,12,3,58.07 +564,1,13,3,61.6 +565,1,14,3,72.19 +566,1,15,3,64.69 +567,1,16,3,68.0 +568,1,17,3,68.33 +569,1,18,3,41.879999999999995 +570,1,19,3,19.43 +571,1,20,3,15.55 +572,1,21,3,17.689999999999998 +573,1,22,3,14.49 +574,1,23,3,13.61 +575,1,24,3,13.24 +576,1,1,4,10.82 +577,1,2,4,11.55 +578,1,3,4,12.46 +579,1,4,4,12.69 +580,1,5,4,11.76 +581,1,6,4,11.13 +582,1,7,4,13.29 +583,1,8,4,25.25 +584,1,9,4,55.06 +585,1,10,4,47.18 +586,1,11,4,58.37 +587,1,12,4,85.1 +588,1,13,4,103.08 +589,1,14,4,116.47 +590,1,15,4,120.55 +591,1,16,4,117.19999999999999 +592,1,17,4,109.06 +593,1,18,4,78.9 +594,1,19,4,52.9 +595,1,20,4,46.3 +596,1,21,4,42.35 +597,1,22,4,38.42 +598,1,23,4,16.82 +599,1,24,4,15.35 +600,1,1,5,12.9 +601,1,2,5,11.43 +602,1,3,5,13.06 +603,1,4,5,11.4 +604,1,5,5,10.77 +605,1,6,5,12.22 +606,1,7,5,15.35 +607,1,8,5,28.910000000000004 +608,1,9,5,78.33000000000001 +609,1,10,5,100.34 +610,1,11,5,124.82000000000001 +611,1,12,5,145.97 +612,1,13,5,151.82 +613,1,14,5,160.89000000000001 +614,1,15,5,151.39 +615,1,16,5,150.85 +616,1,17,5,149.64 +617,1,18,5,127.95 +618,1,19,5,101.98 +619,1,20,5,97.92 +620,1,21,5,94.61 +621,1,22,5,92.37 +622,1,23,5,17.15 +623,1,24,5,15.4 +624,1,1,6,11.33 +625,1,2,6,11.18 +626,1,3,6,10.84 +627,1,4,6,11.83 +628,1,5,6,13.49 +629,1,6,6,12.18 +630,1,7,6,76.35 +631,1,8,6,86.71 +632,1,9,6,136.2 +633,1,10,6,130.16 +634,1,11,6,131.73000000000002 +635,1,12,6,142.6 +636,1,13,6,144.03 +637,1,14,6,149.57999999999998 +638,1,15,6,146.05 +639,1,16,6,151.09 +640,1,17,6,151.57 +641,1,18,6,136.2 +642,1,19,6,97.11 +643,1,20,6,72.82000000000001 +644,1,21,6,70.12 +645,1,22,6,62.480000000000004 +646,1,23,6,14.13 +647,1,24,6,13.19 +648,1,1,7,7.66 +649,1,2,7,7.78 +650,1,3,7,7.95 +651,1,4,7,9.66 +652,1,5,7,10.57 +653,1,6,7,9.33 +654,1,7,7,15.860000000000001 +655,1,8,7,19.23 +656,1,9,7,24.17 +657,1,10,7,43.0 +658,1,11,7,57.03 +659,1,12,7,71.78999999999999 +660,1,13,7,72.21000000000001 +661,1,14,7,71.39999999999999 +662,1,15,7,70.63 +663,1,16,7,65.73 +664,1,17,7,58.79 +665,1,18,7,46.23 +666,1,19,7,10.91 +667,1,20,7,9.36 +668,1,21,7,8.28 +669,1,22,7,8.04 +670,1,23,7,9.67 +671,1,24,7,9.3 +672,1,1,1,8.3 +673,1,2,1,8.91 +674,1,3,1,10.16 +675,1,4,1,10.21 +676,1,5,1,10.51 +677,1,6,1,9.24 +678,1,7,1,12.71 +679,1,8,1,12.81 +680,1,9,1,12.629999999999999 +681,1,10,1,13.42 +682,1,11,1,13.04 +683,1,12,1,13.82 +684,1,13,1,14.92 +685,1,14,1,15.219999999999999 +686,1,15,1,14.95 +687,1,16,1,14.78 +688,1,17,1,14.77 +689,1,18,1,13.889999999999999 +690,1,19,1,11.6 +691,1,20,1,10.86 +692,1,21,1,10.97 +693,1,22,1,11.43 +694,1,23,1,11.6 +695,1,24,1,11.6 +696,1,1,2,15.46 +697,1,2,2,15.46 +698,1,3,2,15.02 +699,1,4,2,15.46 +700,1,5,2,15.46 +701,1,6,2,15.46 +702,1,7,2,53.64 +703,1,8,2,71.33 +704,1,9,2,111.61000000000001 +705,1,10,2,113.84 +706,1,11,2,123.06 +707,1,12,2,138.77 +708,1,13,2,144.96 +709,1,14,2,148.41 +710,1,15,2,138.69 +711,1,16,2,130.69 +712,1,17,2,134.46 +713,1,18,2,117.78 +714,1,19,2,94.83 +715,1,20,2,89.53 +716,1,21,2,89.04 +717,1,22,2,83.05000000000001 +718,1,23,2,14.09 +719,1,24,2,14.49 +720,1,1,3,12.53 +721,1,2,3,12.04 +722,1,3,3,10.79 +723,1,4,3,10.43 +724,1,5,3,13.0 +725,1,6,3,13.23 +726,1,7,3,64.92 +727,1,8,3,82.63 +728,1,9,3,129.72 +729,1,10,3,128.43 +730,1,11,3,132.02 +731,1,12,3,135.01 +732,1,13,3,149.01999999999998 +733,1,14,3,149.42000000000002 +734,1,15,3,148.76999999999998 +735,1,16,3,151.82999999999998 +736,1,17,3,159.59 +737,1,18,3,147.47 +738,1,19,3,116.41 +739,1,20,3,109.78999999999999 +740,1,21,3,106.1 +741,1,22,3,102.6 +742,1,23,3,19.61 +743,1,24,3,19.62 +744,2,1,4,14.66 +745,2,2,4,13.89 +746,2,3,4,14.46 +747,2,4,4,14.38 +748,2,5,4,12.95 +749,2,6,4,12.94 +750,2,7,4,85.83 +751,2,8,4,103.28 +752,2,9,4,134.95 +753,2,10,4,132.84 +754,2,11,4,135.25 +755,2,12,4,142.45999999999998 +756,2,13,4,155.51999999999998 +757,2,14,4,168.93 +758,2,15,4,164.03 +759,2,16,4,165.93 +760,2,17,4,169.97 +761,2,18,4,152.31 +762,2,19,4,109.31 +763,2,20,4,93.91000000000001 +764,2,21,4,93.97999999999999 +765,2,22,4,97.11999999999999 +766,2,23,4,17.38 +767,2,24,4,18.43 +768,2,1,5,13.36 +769,2,2,5,12.69 +770,2,3,5,13.57 +771,2,4,5,12.11 +772,2,5,5,10.9 +773,2,6,5,12.08 +774,2,7,5,51.36 +775,2,8,5,63.86 +776,2,9,5,102.1 +777,2,10,5,105.5 +778,2,11,5,113.38 +779,2,12,5,130.38 +780,2,13,5,145.37 +781,2,14,5,149.76 +782,2,15,5,136.84 +783,2,16,5,128.15 +784,2,17,5,134.76 +785,2,18,5,120.38 +786,2,19,5,97.24 +787,2,20,5,91.87 +788,2,21,5,88.03 +789,2,22,5,71.81 +790,2,23,5,18.470000000000002 +791,2,24,5,16.74 +792,2,1,6,12.25 +793,2,2,6,12.36 +794,2,3,6,13.89 +795,2,4,6,12.56 +796,2,5,6,11.75 +797,2,6,6,13.21 +798,2,7,6,16.09 +799,2,8,6,30.28 +800,2,9,6,65.51 +801,2,10,6,70.25 +802,2,11,6,87.99000000000001 +803,2,12,6,102.84 +804,2,13,6,109.02 +805,2,14,6,117.34 +806,2,15,6,107.86000000000001 +807,2,16,6,105.08 +808,2,17,6,105.37 +809,2,18,6,80.13 +810,2,19,6,55.39 +811,2,20,6,42.17 +812,2,21,6,35.55 +813,2,22,6,26.29 +814,2,23,6,15.52 +815,2,24,6,14.55 +816,2,1,7,7.84 +817,2,2,7,8.87 +818,2,3,7,8.34 +819,2,4,7,9.39 +820,2,5,7,8.4 +821,2,6,7,9.38 +822,2,7,7,14.18 +823,2,8,7,22.28 +824,2,9,7,28.650000000000002 +825,2,10,7,32.84 +826,2,11,7,31.15 +827,2,12,7,33.3 +828,2,13,7,24.3 +829,2,14,7,19.2 +830,2,15,7,18.57 +831,2,16,7,15.38 +832,2,17,7,14.91 +833,2,18,7,13.54 +834,2,19,7,13.200000000000001 +835,2,20,7,9.18 +836,2,21,7,8.15 +837,2,22,7,9.78 +838,2,23,7,9.81 +839,2,24,7,9.48 +840,2,1,1,8.52 +841,2,2,1,9.24 +842,2,3,1,9.25 +843,2,4,1,9.6 +844,2,5,1,9.84 +845,2,6,1,10.0 +846,2,7,1,11.28 +847,2,8,1,11.99 +848,2,9,1,10.91 +849,2,10,1,11.120000000000001 +850,2,11,1,11.909999999999998 +851,2,12,1,12.58 +852,2,13,1,13.65 +853,2,14,1,25.939999999999998 +854,2,15,1,22.46 +855,2,16,1,13.49 +856,2,17,1,12.79 +857,2,18,1,13.06 +858,2,19,1,10.08 +859,2,20,1,10.25 +860,2,21,1,10.67 +861,2,22,1,10.47 +862,2,23,1,9.44 +863,2,24,1,10.2 +864,2,1,2,14.23 +865,2,2,2,12.93 +866,2,3,2,12.12 +867,2,4,2,11.72 +868,2,5,2,11.76 +869,2,6,2,11.95 +870,2,7,2,14.58 +871,2,8,2,27.759999999999998 +872,2,9,2,54.74 +873,2,10,2,43.449999999999996 +874,2,11,2,44.74 +875,2,12,2,49.269999999999996 +876,2,13,2,62.17 +877,2,14,2,68.86 +878,2,15,2,62.21 +879,2,16,2,58.59 +880,2,17,2,62.42 +881,2,18,2,41.54 +882,2,19,2,19.53 +883,2,20,2,19.369999999999997 +884,2,21,2,17.3 +885,2,22,2,17.459999999999997 +886,2,23,2,18.13 +887,2,24,2,16.13 +888,2,1,3,13.11 +889,2,2,3,14.0 +890,2,3,3,13.05 +891,2,4,3,11.51 +892,2,5,3,12.76 +893,2,6,3,12.34 +894,2,7,3,16.6 +895,2,8,3,32.230000000000004 +896,2,9,3,63.11 +897,2,10,3,68.63 +898,2,11,3,77.11 +899,2,12,3,80.74000000000001 +900,2,13,3,94.97 +901,2,14,3,98.68 +902,2,15,3,91.03999999999999 +903,2,16,3,93.83 +904,2,17,3,95.44 +905,2,18,3,79.1 +906,2,19,3,48.91 +907,2,20,3,38.0 +908,2,21,3,33.76 +909,2,22,3,26.889999999999997 +910,2,23,3,17.169999999999998 +911,2,24,3,14.979999999999999 +912,2,1,4,12.23 +913,2,2,4,13.23 +914,2,3,4,12.31 +915,2,4,4,11.69 +916,2,5,4,12.14 +917,2,6,4,12.95 +918,2,7,4,15.530000000000001 +919,2,8,4,26.86 +920,2,9,4,54.059999999999995 +921,2,10,4,50.6 +922,2,11,4,45.54 +923,2,12,4,46.739999999999995 +924,2,13,4,54.38 +925,2,14,4,50.08 +926,2,15,4,43.15 +927,2,16,4,46.06 +928,2,17,4,50.77 +929,2,18,4,40.66 +930,2,19,4,20.94 +931,2,20,4,18.27 +932,2,21,4,17.23 +933,2,22,4,15.08 +934,2,23,4,15.64 +935,2,24,4,17.43 +936,2,1,5,12.74 +937,2,2,5,13.65 +938,2,3,5,12.0 +939,2,4,5,11.79 +940,2,5,5,11.94 +941,2,6,5,10.78 +942,2,7,5,13.57 +943,2,8,5,27.17 +944,2,9,5,59.0 +945,2,10,5,49.45 +946,2,11,5,45.74 +947,2,12,5,56.61 +948,2,13,5,54.68000000000001 +949,2,14,5,58.54 +950,2,15,5,48.89 +951,2,16,5,53.28 +952,2,17,5,56.5 +953,2,18,5,45.480000000000004 +954,2,19,5,20.76 +955,2,20,5,19.23 +956,2,21,5,19.369999999999997 +957,2,22,5,18.779999999999998 +958,2,23,5,19.6 +959,2,24,5,17.900000000000002 +960,2,1,6,13.43 +961,2,2,6,14.67 +962,2,3,6,15.46 +963,2,4,6,15.46 +964,2,5,6,15.46 +965,2,6,6,14.36 +966,2,7,6,16.89 +967,2,8,6,28.37 +968,2,9,6,66.5 +969,2,10,6,56.96 +970,2,11,6,61.28 +971,2,12,6,77.69 +972,2,13,6,78.99 +973,2,14,6,78.07 +974,2,15,6,75.49000000000001 +975,2,16,6,73.21 +976,2,17,6,70.84 +977,2,18,6,49.75 +978,2,19,6,22.919999999999998 +979,2,20,6,18.029999999999998 +980,2,21,6,16.97 +981,2,22,6,13.8 +982,2,23,6,14.06 +983,2,24,6,16.38 +984,2,1,7,10.44 +985,2,2,7,10.38 +986,2,3,7,10.21 +987,2,4,7,9.16 +988,2,5,7,10.12 +989,2,6,7,9.54 +990,2,7,7,17.69 +991,2,8,7,22.06 +992,2,9,7,23.35 +993,2,10,7,29.55 +994,2,11,7,33.09 +995,2,12,7,43.95 +996,2,13,7,42.19 +997,2,14,7,43.25 +998,2,15,7,41.599999999999994 +999,2,16,7,36.01 +1000,2,17,7,32.44 +1001,2,18,7,26.89 +1002,2,19,7,13.28 +1003,2,20,7,10.19 +1004,2,21,7,9.78 +1005,2,22,7,9.2 +1006,2,23,7,8.55 +1007,2,24,7,9.7 +1008,2,1,1,9.39 +1009,2,2,1,8.9 +1010,2,3,1,7.97 +1011,2,4,1,9.39 +1012,2,5,1,9.88 +1013,2,6,1,10.51 +1014,2,7,1,13.89 +1015,2,8,1,14.85 +1016,2,9,1,14.02 +1017,2,10,1,12.65 +1018,2,11,1,12.75 +1019,2,12,1,14.030000000000001 +1020,2,13,1,13.22 +1021,2,14,1,12.31 +1022,2,15,1,11.7 +1023,2,16,1,10.34 +1024,2,17,1,10.4 +1025,2,18,1,9.98 +1026,2,19,1,7.44 +1027,2,20,1,8.79 +1028,2,21,1,8.3 +1029,2,22,1,8.97 +1030,2,23,1,9.73 +1031,2,24,1,9.46 +1032,2,1,2,11.7 +1033,2,2,2,10.99 +1034,2,3,2,11.0 +1035,2,4,2,11.06 +1036,2,5,2,10.26 +1037,2,6,2,12.48 +1038,2,7,2,16.21 +1039,2,8,2,28.09 +1040,2,9,2,58.92999999999999 +1041,2,10,2,77.5 +1042,2,11,2,90.16 +1043,2,12,2,107.87 +1044,2,13,2,112.45 +1045,2,14,2,122.94999999999999 +1046,2,15,2,122.95000000000002 +1047,2,16,2,118.99000000000001 +1048,2,17,2,121.65 +1049,2,18,2,96.56 +1050,2,19,2,67.26 +1051,2,20,2,57.22 +1052,2,21,2,49.06 +1053,2,22,2,37.08 +1054,2,23,2,16.2 +1055,2,24,2,14.86 +1056,2,1,3,11.97 +1057,2,2,3,11.47 +1058,2,3,3,11.9 +1059,2,4,3,13.48 +1060,2,5,3,13.27 +1061,2,6,3,14.08 +1062,2,7,3,18.68 +1063,2,8,3,29.6 +1064,2,9,3,61.720000000000006 +1065,2,10,3,53.79 +1066,2,11,3,53.88 +1067,2,12,3,58.660000000000004 +1068,2,13,3,62.56 +1069,2,14,3,62.51 +1070,2,15,3,57.58 +1071,2,16,3,61.28 +1072,2,17,3,66.05 +1073,2,18,3,49.44 +1074,2,19,3,25.849999999999998 +1075,2,20,3,20.23 +1076,2,21,3,19.03 +1077,2,22,3,18.360000000000003 +1078,2,23,3,17.110000000000003 +1079,2,24,3,17.84 +1080,2,1,4,12.75 +1081,2,2,4,12.57 +1082,2,3,4,11.96 +1083,2,4,4,10.97 +1084,2,5,4,12.79 +1085,2,6,4,11.19 +1086,2,7,4,16.119999999999997 +1087,2,8,4,29.2 +1088,2,9,4,55.800000000000004 +1089,2,10,4,51.22 +1090,2,11,4,47.03 +1091,2,12,4,45.79 +1092,2,13,4,54.129999999999995 +1093,2,14,4,51.339999999999996 +1094,2,15,4,48.74 +1095,2,16,4,49.19 +1096,2,17,4,52.25 +1097,2,18,4,43.519999999999996 +1098,2,19,4,22.21 +1099,2,20,4,16.939999999999998 +1100,2,21,4,17.15 +1101,2,22,4,16.71 +1102,2,23,4,16.060000000000002 +1103,2,24,4,15.76 +1104,2,1,5,12.41 +1105,2,2,5,12.08 +1106,2,3,5,13.01 +1107,2,4,5,14.28 +1108,2,5,5,13.43 +1109,2,6,5,14.51 +1110,2,7,5,18.86 +1111,2,8,5,32.550000000000004 +1112,2,9,5,63.56 +1113,2,10,5,60.29 +1114,2,11,5,63.9 +1115,2,12,5,82.94 +1116,2,13,5,93.43 +1117,2,14,5,101.19 +1118,2,15,5,93.22999999999999 +1119,2,16,5,91.94 +1120,2,17,5,94.87 +1121,2,18,5,71.35 +1122,2,19,5,43.71 +1123,2,20,5,36.29 +1124,2,21,5,35.75 +1125,2,22,5,32.7 +1126,2,23,5,18.32 +1127,2,24,5,18.74 +1128,2,1,6,13.05 +1129,2,2,6,13.06 +1130,2,3,6,12.11 +1131,2,4,6,10.91 +1132,2,5,6,11.5 +1133,2,6,6,11.25 +1134,2,7,6,15.22 +1135,2,8,6,36.62 +1136,2,9,6,91.07 +1137,2,10,6,98.73 +1138,2,11,6,96.64 +1139,2,12,6,106.56 +1140,2,13,6,112.38 +1141,2,14,6,109.57 +1142,2,15,6,103.21000000000001 +1143,2,16,6,108.79 +1144,2,17,6,113.43 +1145,2,18,6,93.6 +1146,2,19,6,76.8 +1147,2,20,6,71.4 +1148,2,21,6,52.120000000000005 +1149,2,22,6,36.7 +1150,2,23,6,14.75 +1151,2,24,6,16.28 +1152,2,1,7,8.78 +1153,2,2,7,8.12 +1154,2,3,7,9.63 +1155,2,4,7,10.1 +1156,2,5,7,9.19 +1157,2,6,7,8.28 +1158,2,7,7,16.2 +1159,2,8,7,24.13 +1160,2,9,7,26.89 +1161,2,10,7,26.770000000000003 +1162,2,11,7,25.380000000000003 +1163,2,12,7,33.28 +1164,2,13,7,33.9 +1165,2,14,7,37.660000000000004 +1166,2,15,7,35.129999999999995 +1167,2,16,7,31.56 +1168,2,17,7,23.97 +1169,2,18,7,13.64 +1170,2,19,7,12.1 +1171,2,20,7,10.1 +1172,2,21,7,10.9 +1173,2,22,7,11.6 +1174,2,23,7,10.62 +1175,2,24,7,10.01 +1176,2,1,1,8.98 +1177,2,2,1,8.53 +1178,2,3,1,8.49 +1179,2,4,1,7.84 +1180,2,5,1,9.09 +1181,2,6,1,8.81 +1182,2,7,1,12.3 +1183,2,8,1,11.34 +1184,2,9,1,11.709999999999999 +1185,2,10,1,11.13 +1186,2,11,1,12.54 +1187,2,12,1,12.54 +1188,2,13,1,13.24 +1189,2,14,1,14.1 +1190,2,15,1,12.56 +1191,2,16,1,13.32 +1192,2,17,1,14.34 +1193,2,18,1,14.38 +1194,2,19,1,11.2 +1195,2,20,1,10.02 +1196,2,21,1,8.72 +1197,2,22,1,8.4 +1198,2,23,1,8.26 +1199,2,24,1,9.35 +1200,2,1,8,9.35 +1201,2,2,8,10.05 +1202,2,3,8,9.67 +1203,2,4,8,10.29 +1204,2,5,8,9.99 +1205,2,6,8,8.83 +1206,2,7,8,11.989999999999998 +1207,2,8,8,13.26 +1208,2,9,8,11.83 +1209,2,10,8,13.14 +1210,2,11,8,13.17 +1211,2,12,8,34.67 +1212,2,13,8,55.76 +1213,2,14,8,64.57000000000001 +1214,2,15,8,70.81 +1215,2,16,8,58.91 +1216,2,17,8,10.899999999999999 +1217,2,18,8,11.0 +1218,2,19,8,9.75 +1219,2,20,8,9.53 +1220,2,21,8,10.22 +1221,2,22,8,9.42 +1222,2,23,8,9.41 +1223,2,24,8,9.94 +1224,2,1,3,12.99 +1225,2,2,3,13.9 +1226,2,3,3,14.69 +1227,2,4,3,14.04 +1228,2,5,3,13.61 +1229,2,6,3,14.13 +1230,2,7,3,104.58 +1231,2,8,3,113.60000000000001 +1232,2,9,3,153.86 +1233,2,10,3,152.96 +1234,2,11,3,160.48 +1235,2,12,3,175.68 +1236,2,13,3,184.32 +1237,2,14,3,183.96 +1238,2,15,3,183.36 +1239,2,16,3,189.16 +1240,2,17,3,188.71 +1241,2,18,3,171.43 +1242,2,19,3,143.32 +1243,2,20,3,138.67000000000002 +1244,2,21,3,132.74 +1245,2,22,3,126.99 +1246,2,23,3,16.36 +1247,2,24,3,16.740000000000002 +1248,2,1,4,13.42 +1249,2,2,4,14.37 +1250,2,3,4,14.78 +1251,2,4,4,14.95 +1252,2,5,4,13.45 +1253,2,6,4,14.18 +1254,2,7,4,127.28 +1255,2,8,4,137.86 +1256,2,9,4,170.82 +1257,2,10,4,155.38 +1258,2,11,4,147.08 +1259,2,12,4,158.16 +1260,2,13,4,161.83 +1261,2,14,4,160.06 +1262,2,15,4,150.39000000000001 +1263,2,16,4,152.93 +1264,2,17,4,162.87 +1265,2,18,4,147.5 +1266,2,19,4,120.82 +1267,2,20,4,115.19 +1268,2,21,4,113.46000000000001 +1269,2,22,4,107.12 +1270,2,23,4,18.67 +1271,2,24,4,17.1 +1272,2,1,5,14.65 +1273,2,2,5,15.06 +1274,2,3,5,14.2 +1275,2,4,5,13.8 +1276,2,5,5,14.8 +1277,2,6,5,15.36 +1278,2,7,5,19.24 +1279,2,8,5,32.63 +1280,2,9,5,76.92 +1281,2,10,5,87.36 +1282,2,11,5,102.36999999999999 +1283,2,12,5,128.05 +1284,2,13,5,136.44 +1285,2,14,5,148.9 +1286,2,15,5,148.24 +1287,2,16,5,148.87 +1288,2,17,5,141.81 +1289,2,18,5,115.45 +1290,2,19,5,82.9 +1291,2,20,5,73.12 +1292,2,21,5,61.83 +1293,2,22,5,47.71 +1294,2,23,5,15.72 +1295,2,24,5,14.41 +1296,2,1,6,13.31 +1297,2,2,6,12.27 +1298,2,3,6,12.3 +1299,2,4,6,13.85 +1300,2,5,6,14.49 +1301,2,6,6,13.35 +1302,2,7,6,16.54 +1303,2,8,6,26.520000000000003 +1304,2,9,6,71.48 +1305,2,10,6,94.87 +1306,2,11,6,118.71 +1307,2,12,6,137.96 +1308,2,13,6,149.6 +1309,2,14,6,155.20999999999998 +1310,2,15,6,154.63 +1311,2,16,6,148.67000000000002 +1312,2,17,6,146.33 +1313,2,18,6,125.55 +1314,2,19,6,99.47 +1315,2,20,6,92.77000000000001 +1316,2,21,6,87.56 +1317,2,22,6,71.94 +1318,2,23,6,15.33 +1319,2,24,6,16.490000000000002 +1320,2,1,7,10.39 +1321,2,2,7,9.47 +1322,2,3,7,9.48 +1323,2,4,7,10.23 +1324,2,5,7,10.37 +1325,2,6,7,9.07 +1326,2,7,7,14.28 +1327,2,8,7,21.560000000000002 +1328,2,9,7,32.86 +1329,2,10,7,58.69 +1330,2,11,7,76.52 +1331,2,12,7,96.26 +1332,2,13,7,98.21 +1333,2,14,7,100.25 +1334,2,15,7,96.78 +1335,2,16,7,93.92 +1336,2,17,7,85.61 +1337,2,18,7,74.47 +1338,2,19,7,13.07 +1339,2,20,7,10.9 +1340,2,21,7,11.47 +1341,2,22,7,11.6 +1342,2,23,7,11.15 +1343,2,24,7,11.16 +1344,2,1,1,11.15 +1345,2,2,1,11.49 +1346,2,3,1,10.98 +1347,2,4,1,11.19 +1348,2,5,1,11.6 +1349,2,6,1,11.6 +1350,2,7,1,14.739999999999998 +1351,2,8,1,14.719999999999999 +1352,2,9,1,14.78 +1353,2,10,1,14.79 +1354,2,11,1,14.78 +1355,2,12,1,22.71 +1356,2,13,1,42.5 +1357,2,14,1,35.9 +1358,2,15,1,35.58 +1359,2,16,1,13.03 +1360,2,17,1,13.8 +1361,2,18,1,14.729999999999999 +1362,2,19,1,11.6 +1363,2,20,1,11.6 +1364,2,21,1,11.6 +1365,2,22,1,10.52 +1366,2,23,1,11.3 +1367,2,24,1,10.88 +1368,2,1,2,14.13 +1369,2,2,2,13.44 +1370,2,3,2,14.66 +1371,2,4,2,14.07 +1372,2,5,2,12.49 +1373,2,6,2,13.11 +1374,2,7,2,14.84 +1375,2,8,2,30.75 +1376,2,9,2,76.43 +1377,2,10,2,93.03 +1378,2,11,2,111.96 +1379,2,12,2,134.5 +1380,2,13,2,152.67000000000002 +1381,2,14,2,161.31 +1382,2,15,2,157.06 +1383,2,16,2,160.38 +1384,2,17,2,157.49 +1385,2,18,2,130.61 +1386,2,19,2,103.78999999999999 +1387,2,20,2,100.65 +1388,2,21,2,98.71000000000001 +1389,2,22,2,95.41 +1390,2,23,2,15.129999999999999 +1391,2,24,2,15.879999999999999 +1392,2,1,3,13.06 +1393,2,2,3,12.61 +1394,2,3,3,13.85 +1395,2,4,3,13.13 +1396,2,5,3,11.4 +1397,2,6,3,10.69 +1398,2,7,3,87.7 +1399,2,8,3,101.45 +1400,2,9,3,146.94 +1401,2,10,3,146.8 +1402,2,11,3,141.79 +1403,2,12,3,147.59 +1404,2,13,3,157.79 +1405,2,14,3,161.43 +1406,2,15,3,154.0 +1407,2,16,3,158.05 +1408,2,17,3,164.41 +1409,2,18,3,143.03 +1410,2,19,3,116.21000000000001 +1411,2,20,3,111.91999999999999 +1412,2,21,3,107.07000000000001 +1413,2,22,3,100.65 +1414,2,23,3,16.04 +1415,2,24,3,14.18 +1416,3,1,4,12.25 +1417,3,2,4,12.0 +1418,3,3,4,13.66 +1419,3,4,4,14.74 +1420,3,5,4,15.46 +1421,3,6,4,15.46 +1422,3,7,4,57.019999999999996 +1423,3,8,4,80.29 +1424,3,9,4,129.56 +1425,3,10,4,117.16999999999999 +1426,3,11,4,131.83 +1427,3,12,4,135.29999999999998 +1428,3,13,4,126.88 +1429,3,14,4,133.14 +1430,3,15,4,135.65 +1431,3,16,4,133.48 +1432,3,17,4,143.84 +1433,3,18,4,119.83 +1434,3,19,4,95.5 +1435,3,20,4,96.48 +1436,3,21,4,95.44 +1437,3,22,4,91.37 +1438,3,23,4,18.85 +1439,3,24,4,18.599999999999998 +1440,3,1,5,15.46 +1441,3,2,5,15.46 +1442,3,3,5,15.46 +1443,3,4,5,15.46 +1444,3,5,5,14.71 +1445,3,6,5,15.45 +1446,3,7,5,25.95 +1447,3,8,5,49.410000000000004 +1448,3,9,5,105.39 +1449,3,10,5,112.9 +1450,3,11,5,123.97 +1451,3,12,5,137.3 +1452,3,13,5,143.3 +1453,3,14,5,148.01 +1454,3,15,5,137.12 +1455,3,16,5,131.6 +1456,3,17,5,131.12 +1457,3,18,5,107.73 +1458,3,19,5,77.06 +1459,3,20,5,70.46000000000001 +1460,3,21,5,62.519999999999996 +1461,3,22,5,49.74 +1462,3,23,5,14.99 +1463,3,24,5,14.22 +1464,3,1,6,10.32 +1465,3,2,6,11.4 +1466,3,3,6,10.39 +1467,3,4,6,11.3 +1468,3,5,6,12.82 +1469,3,6,6,12.58 +1470,3,7,6,14.860000000000001 +1471,3,8,6,26.36 +1472,3,9,6,63.96 +1473,3,10,6,51.81 +1474,3,11,6,60.25 +1475,3,12,6,76.49000000000001 +1476,3,13,6,86.05 +1477,3,14,6,92.33 +1478,3,15,6,86.10999999999999 +1479,3,16,6,95.02000000000001 +1480,3,17,6,99.49 +1481,3,18,6,81.16999999999999 +1482,3,19,6,54.370000000000005 +1483,3,20,6,48.24 +1484,3,21,6,42.33 +1485,3,22,6,33.730000000000004 +1486,3,23,6,16.34 +1487,3,24,6,16.16 +1488,3,1,7,9.07 +1489,3,2,7,10.17 +1490,3,3,7,10.99 +1491,3,4,7,10.31 +1492,3,5,7,9.95 +1493,3,6,7,9.57 +1494,3,7,7,14.71 +1495,3,8,7,22.82 +1496,3,9,7,26.04 +1497,3,10,7,35.82 +1498,3,11,7,41.6 +1499,3,12,7,46.57 +1500,3,13,7,39.900000000000006 +1501,3,14,7,40.78 +1502,3,15,7,25.26 +1503,3,16,7,21.67 +1504,3,17,7,18.229999999999997 +1505,3,18,7,18.94 +1506,3,19,7,11.56 +1507,3,20,7,8.01 +1508,3,21,7,7.76 +1509,3,22,7,8.76 +1510,3,23,7,7.84 +1511,3,24,7,7.68 +1512,3,1,1,9.32 +1513,3,2,1,9.75 +1514,3,3,1,8.74 +1515,3,4,1,9.79 +1516,3,5,1,9.63 +1517,3,6,1,10.51 +1518,3,7,1,13.379999999999999 +1519,3,8,1,12.45 +1520,3,9,1,12.0 +1521,3,10,1,12.459999999999999 +1522,3,11,1,11.86 +1523,3,12,1,11.36 +1524,3,13,1,11.43 +1525,3,14,1,10.75 +1526,3,15,1,10.84 +1527,3,16,1,12.34 +1528,3,17,1,12.59 +1529,3,18,1,12.309999999999999 +1530,3,19,1,9.32 +1531,3,20,1,9.43 +1532,3,21,1,8.41 +1533,3,22,1,7.95 +1534,3,23,1,7.96 +1535,3,24,1,9.66 +1536,3,1,2,11.58 +1537,3,2,2,12.47 +1538,3,3,2,13.97 +1539,3,4,2,15.16 +1540,3,5,2,14.29 +1541,3,6,2,13.67 +1542,3,7,2,18.15 +1543,3,8,2,35.06 +1544,3,9,2,72.84 +1545,3,10,2,81.75 +1546,3,11,2,88.62 +1547,3,12,2,103.97999999999999 +1548,3,13,2,107.89 +1549,3,14,2,124.88 +1550,3,15,2,128.13 +1551,3,16,2,132.73 +1552,3,17,2,132.28 +1553,3,18,2,106.76 +1554,3,19,2,73.12 +1555,3,20,2,62.61 +1556,3,21,2,53.84 +1557,3,22,2,44.59 +1558,3,23,2,17.22 +1559,3,24,2,17.6 +1560,3,1,3,12.81 +1561,3,2,3,12.17 +1562,3,3,3,13.63 +1563,3,4,3,14.23 +1564,3,5,3,13.3 +1565,3,6,3,12.54 +1566,3,7,3,17.42 +1567,3,8,3,32.73 +1568,3,9,3,65.02 +1569,3,10,3,72.99000000000001 +1570,3,11,3,90.74 +1571,3,12,3,112.71000000000001 +1572,3,13,3,120.12 +1573,3,14,3,130.85000000000002 +1574,3,15,3,125.14 +1575,3,16,3,121.43 +1576,3,17,3,115.02000000000001 +1577,3,18,3,96.32000000000001 +1578,3,19,3,65.44 +1579,3,20,3,51.61 +1580,3,21,3,41.47 +1581,3,22,3,29.630000000000003 +1582,3,23,3,17.529999999999998 +1583,3,24,3,17.319999999999997 +1584,3,1,4,11.96 +1585,3,2,4,12.19 +1586,3,3,4,10.78 +1587,3,4,4,10.78 +1588,3,5,4,10.83 +1589,3,6,4,10.4 +1590,3,7,4,16.68 +1591,3,8,4,31.740000000000002 +1592,3,9,4,66.74 +1593,3,10,4,55.660000000000004 +1594,3,11,4,53.03 +1595,3,12,4,51.63 +1596,3,13,4,54.27 +1597,3,14,4,56.88 +1598,3,15,4,50.43000000000001 +1599,3,16,4,54.78 +1600,3,17,4,53.60000000000001 +1601,3,18,4,44.61 +1602,3,19,4,22.97 +1603,3,20,4,18.979999999999997 +1604,3,21,4,19.48 +1605,3,22,4,16.75 +1606,3,23,4,15.04 +1607,3,24,4,15.139999999999999 +1608,3,1,5,11.19 +1609,3,2,5,11.75 +1610,3,3,5,12.24 +1611,3,4,5,13.49 +1612,3,5,5,12.13 +1613,3,6,5,12.02 +1614,3,7,5,16.66 +1615,3,8,5,29.09 +1616,3,9,5,64.56 +1617,3,10,5,49.88 +1618,3,11,5,52.519999999999996 +1619,3,12,5,55.830000000000005 +1620,3,13,5,64.03999999999999 +1621,3,14,5,73.25 +1622,3,15,5,65.72999999999999 +1623,3,16,5,61.85000000000001 +1624,3,17,5,64.8 +1625,3,18,5,48.22 +1626,3,19,5,28.08 +1627,3,20,5,17.36 +1628,3,21,5,19.25 +1629,3,22,5,18.21 +1630,3,23,5,17.72 +1631,3,24,5,16.9 +1632,3,1,6,12.04 +1633,3,2,6,11.62 +1634,3,3,6,11.36 +1635,3,4,6,12.95 +1636,3,5,6,11.26 +1637,3,6,6,12.17 +1638,3,7,6,16.770000000000003 +1639,3,8,6,29.7 +1640,3,9,6,67.22 +1641,3,10,6,53.769999999999996 +1642,3,11,6,61.36 +1643,3,12,6,74.96000000000001 +1644,3,13,6,89.6 +1645,3,14,6,97.28 +1646,3,15,6,97.72999999999999 +1647,3,16,6,99.58 +1648,3,17,6,98.22 +1649,3,18,6,77.61 +1650,3,19,6,40.49 +1651,3,20,6,31.589999999999996 +1652,3,21,6,27.18 +1653,3,22,6,21.01 +1654,3,23,6,18.4 +1655,3,24,6,18.1 +1656,3,1,7,9.44 +1657,3,2,7,9.47 +1658,3,3,7,8.65 +1659,3,4,7,9.74 +1660,3,5,7,8.66 +1661,3,6,7,8.46 +1662,3,7,7,14.739999999999998 +1663,3,8,7,24.75 +1664,3,9,7,50.66 +1665,3,10,7,71.84 +1666,3,11,7,83.81 +1667,3,12,7,93.71000000000001 +1668,3,13,7,83.95 +1669,3,14,7,79.97 +1670,3,15,7,79.94 +1671,3,16,7,79.09 +1672,3,17,7,76.82 +1673,3,18,7,61.32000000000001 +1674,3,19,7,13.989999999999998 +1675,3,20,7,10.07 +1676,3,21,7,10.82 +1677,3,22,7,11.13 +1678,3,23,7,11.28 +1679,3,24,7,11.37 +1680,3,1,1,11.6 +1681,3,2,1,11.54 +1682,3,3,1,11.03 +1683,3,4,1,11.41 +1684,3,5,1,10.95 +1685,3,6,1,12.879999999999999 +1686,3,7,1,12.559999999999999 +1687,3,8,1,13.32 +1688,3,9,1,12.290000000000001 +1689,3,10,1,10.97 +1690,3,11,1,10.149999999999999 +1691,3,12,1,11.030000000000001 +1692,3,13,1,11.35 +1693,3,14,1,11.56 +1694,3,15,1,10.85 +1695,3,16,1,10.040000000000001 +1696,3,17,1,11.0 +1697,3,18,1,8.48 +1698,3,19,1,7.9 +1699,3,20,1,8.43 +1700,3,21,1,8.74 +1701,3,22,1,9.96 +1702,3,23,1,10.27 +1703,3,24,1,10.12 +1704,3,1,2,12.12 +1705,3,2,2,12.29 +1706,3,3,2,11.79 +1707,3,4,2,12.02 +1708,3,5,2,10.76 +1709,3,6,2,15.11 +1710,3,7,2,27.94 +1711,3,8,2,71.86999999999999 +1712,3,9,2,79.87 +1713,3,10,2,88.09 +1714,3,11,2,97.59 +1715,3,12,2,111.09 +1716,3,13,2,110.50999999999999 +1717,3,14,2,109.37 +1718,3,15,2,112.96000000000001 +1719,3,16,2,113.85 +1720,3,17,2,103.19999999999999 +1721,3,18,2,77.24000000000001 +1722,3,19,2,69.17 +1723,3,20,2,65.86 +1724,3,21,2,61.790000000000006 +1725,3,22,2,19.62 +1726,3,23,2,19.62 +1727,3,24,2,14.47 +1728,3,1,3,14.89 +1729,3,2,3,15.46 +1730,3,3,3,14.48 +1731,3,4,3,13.84 +1732,3,5,3,14.2 +1733,3,6,3,39.99 +1734,3,7,3,55.120000000000005 +1735,3,8,3,100.31 +1736,3,9,3,93.63 +1737,3,10,3,102.45 +1738,3,11,3,116.59 +1739,3,12,3,120.97 +1740,3,13,3,126.28 +1741,3,14,3,124.50999999999999 +1742,3,15,3,124.02000000000001 +1743,3,16,3,127.04 +1744,3,17,3,119.58 +1745,3,18,3,90.08 +1746,3,19,3,72.55 +1747,3,20,3,68.8 +1748,3,21,3,61.36 +1749,3,22,3,14.52 +1750,3,23,3,16.06 +1751,3,24,3,12.1 +1752,3,1,4,13.23 +1753,3,2,4,14.28 +1754,3,3,4,13.78 +1755,3,4,4,13.99 +1756,3,5,4,12.82 +1757,3,6,4,17.18 +1758,3,7,4,29.520000000000003 +1759,3,8,4,82.14 +1760,3,9,4,102.13999999999999 +1761,3,10,4,122.36 +1762,3,11,4,136.32999999999998 +1763,3,12,4,149.04 +1764,3,13,4,159.69 +1765,3,14,4,157.67000000000002 +1766,3,15,4,153.6 +1767,3,16,4,157.84 +1768,3,17,4,141.07999999999998 +1769,3,18,4,105.19 +1770,3,19,4,91.71 +1771,3,20,4,89.64 +1772,3,21,4,85.27 +1773,3,22,4,16.37 +1774,3,23,4,14.68 +1775,3,24,4,10.94 +1776,3,1,5,12.73 +1777,3,2,5,12.26 +1778,3,3,5,13.18 +1779,3,4,5,13.88 +1780,3,5,5,13.19 +1781,3,6,5,22.43 +1782,3,7,5,32.81 +1783,3,8,5,81.67 +1784,3,9,5,100.91 +1785,3,10,5,122.37 +1786,3,11,5,138.35000000000002 +1787,3,12,5,159.02 +1788,3,13,5,169.47 +1789,3,14,5,163.03 +1790,3,15,5,161.45 +1791,3,16,5,163.47 +1792,3,17,5,139.89 +1793,3,18,5,110.04 +1794,3,19,5,100.11 +1795,3,20,5,96.58999999999999 +1796,3,21,5,92.57 +1797,3,22,5,18.87 +1798,3,23,5,19.189999999999998 +1799,3,24,5,15.16 +1800,3,1,6,15.46 +1801,3,2,6,14.12 +1802,3,3,6,12.88 +1803,3,4,6,12.53 +1804,3,5,6,11.57 +1805,3,6,6,83.72 +1806,3,7,6,97.5 +1807,3,8,6,142.32 +1808,3,9,6,151.44 +1809,3,10,6,157.81 +1810,3,11,6,169.28 +1811,3,12,6,187.54 +1812,3,13,6,195.76000000000002 +1813,3,14,6,194.4 +1814,3,15,6,202.78 +1815,3,16,6,209.27 +1816,3,17,6,177.12 +1817,3,18,6,132.0 +1818,3,19,6,119.62 +1819,3,20,6,118.64 +1820,3,21,6,114.82 +1821,3,22,6,15.629999999999999 +1822,3,23,6,14.51 +1823,3,24,6,12.56 +1824,3,1,7,8.4 +1825,3,2,7,7.77 +1826,3,3,7,7.92 +1827,3,4,7,8.82 +1828,3,5,7,9.01 +1829,3,6,7,67.63 +1830,3,7,7,77.33 +1831,3,8,7,105.16999999999999 +1832,3,9,7,119.78 +1833,3,10,7,127.57000000000001 +1834,3,11,7,139.66 +1835,3,12,7,132.39 +1836,3,13,7,130.63 +1837,3,14,7,130.73000000000002 +1838,3,15,7,128.36 +1839,3,16,7,130.7 +1840,3,17,7,116.41 +1841,3,18,7,63.76 +1842,3,19,7,26.18 +1843,3,20,7,10.37 +1844,3,21,7,9.23 +1845,3,22,7,8.21 +1846,3,23,7,7.98 +1847,3,24,7,9.3 +1848,3,1,1,10.15 +1849,3,2,1,9.71 +1850,3,3,1,9.85 +1851,3,4,1,8.74 +1852,3,5,1,8.04 +1853,3,6,1,10.98 +1854,3,7,1,12.55 +1855,3,8,1,13.66 +1856,3,9,1,53.22 +1857,3,10,1,58.72 +1858,3,11,1,39.99 +1859,3,12,1,74.93 +1860,3,13,1,84.12 +1861,3,14,1,62.2 +1862,3,15,1,88.09 +1863,3,16,1,87.86 +1864,3,17,1,62.39 +1865,3,18,1,79.66999999999999 +1866,3,19,1,31.11 +1867,3,20,1,8.38 +1868,3,21,1,8.44 +1869,3,22,1,9.35 +1870,3,23,1,9.3 +1871,3,24,1,8.49 +1872,3,1,2,10.38 +1873,3,2,2,10.28 +1874,3,3,2,11.7 +1875,3,4,2,10.63 +1876,3,5,2,12.26 +1877,3,6,2,34.49 +1878,3,7,2,47.7 +1879,3,8,2,100.83 +1880,3,9,2,111.07 +1881,3,10,2,111.38 +1882,3,11,2,109.77000000000001 +1883,3,12,2,112.38 +1884,3,13,2,130.37 +1885,3,14,2,127.89 +1886,3,15,2,133.14999999999998 +1887,3,16,2,131.42 +1888,3,17,2,118.91999999999999 +1889,3,18,2,90.85000000000001 +1890,3,19,2,81.05 +1891,3,20,2,80.78999999999999 +1892,3,21,2,69.84 +1893,3,22,2,15.610000000000001 +1894,3,23,2,15.459999999999999 +1895,3,24,2,12.63 +1896,3,1,3,11.23 +1897,3,2,3,10.66 +1898,3,3,3,12.16 +1899,3,4,3,12.26 +1900,3,5,3,13.0 +1901,3,6,3,41.71 +1902,3,7,3,59.349999999999994 +1903,3,8,3,93.54 +1904,3,9,3,90.53 +1905,3,10,3,112.99000000000001 +1906,3,11,3,132.17000000000002 +1907,3,12,3,143.07 +1908,3,13,3,143.49 +1909,3,14,3,136.82 +1910,3,15,3,146.99 +1911,3,16,3,143.92 +1912,3,17,3,127.82 +1913,3,18,3,101.85 +1914,3,19,3,95.66999999999999 +1915,3,20,3,93.08000000000001 +1916,3,21,3,89.44999999999999 +1917,3,22,3,17.299999999999997 +1918,3,23,3,17.2 +1919,3,24,3,11.95 +1920,3,1,4,12.67 +1921,3,2,4,13.19 +1922,3,3,4,13.82 +1923,3,4,4,14.23 +1924,3,5,4,12.57 +1925,3,6,4,61.17999999999999 +1926,3,7,4,84.01 +1927,3,8,4,142.51 +1928,3,9,4,140.9 +1929,3,10,4,137.37 +1930,3,11,4,138.61 +1931,3,12,4,149.81 +1932,3,13,4,150.75 +1933,3,14,4,162.07 +1934,3,15,4,171.82 +1935,3,16,4,180.45 +1936,3,17,4,156.1 +1937,3,18,4,121.09 +1938,3,19,4,113.14999999999999 +1939,3,20,4,111.38000000000001 +1940,3,21,4,106.11 +1941,3,22,4,14.99 +1942,3,23,4,15.34 +1943,3,24,4,13.25 +1944,3,1,5,12.97 +1945,3,2,5,11.39 +1946,3,3,5,12.87 +1947,3,4,5,13.67 +1948,3,5,5,14.2 +1949,3,6,5,63.28 +1950,3,7,5,79.08 +1951,3,8,5,123.23999999999998 +1952,3,9,5,120.84 +1953,3,10,5,118.65 +1954,3,11,5,140.51999999999998 +1955,3,12,5,151.99 +1956,3,13,5,161.12 +1957,3,14,5,156.19 +1958,3,15,5,158.52 +1959,3,16,5,164.65 +1960,3,17,5,145.61 +1961,3,18,5,115.64999999999999 +1962,3,19,5,107.21 +1963,3,20,5,106.38 +1964,3,21,5,100.08999999999999 +1965,3,22,5,16.900000000000002 +1966,3,23,5,15.36 +1967,3,24,5,10.8 +1968,3,1,6,12.1 +1969,3,2,6,13.02 +1970,3,3,6,12.43 +1971,3,4,6,11.95 +1972,3,5,6,11.01 +1973,3,6,6,27.03 +1974,3,7,6,43.510000000000005 +1975,3,8,6,98.31 +1976,3,9,6,117.41 +1977,3,10,6,129.21 +1978,3,11,6,150.29 +1979,3,12,6,165.5 +1980,3,13,6,172.91 +1981,3,14,6,171.89 +1982,3,15,6,178.89 +1983,3,16,6,190.99 +1984,3,17,6,148.35 +1985,3,18,6,103.08 +1986,3,19,6,91.86 +1987,3,20,6,92.53 +1988,3,21,6,89.56 +1989,3,22,6,18.61 +1990,3,23,6,19.64 +1991,3,24,6,15.46 +1992,3,1,7,11.6 +1993,3,2,7,11.49 +1994,3,3,7,11.4 +1995,3,4,7,10.59 +1996,3,5,7,9.49 +1997,3,6,7,31.770000000000003 +1998,3,7,7,38.7 +1999,3,8,7,60.53 +2000,3,9,7,89.44 +2001,3,10,7,107.01 +2002,3,11,7,118.78999999999999 +2003,3,12,7,111.24 +2004,3,13,7,106.77999999999999 +2005,3,14,7,102.19 +2006,3,15,7,100.60999999999999 +2007,3,16,7,96.9 +2008,3,17,7,93.13 +2009,3,18,7,12.549999999999999 +2010,3,19,7,8.87 +2011,3,20,7,9.59 +2012,3,21,7,9.55 +2013,3,22,7,8.3 +2014,3,23,7,8.21 +2015,3,24,7,8.51 +2016,3,1,1,9.15 +2017,3,2,1,10.17 +2018,3,3,1,9.48 +2019,3,4,1,8.48 +2020,3,5,1,8.75 +2021,3,6,1,11.19 +2022,3,7,1,10.57 +2023,3,8,1,12.379999999999999 +2024,3,9,1,13.01 +2025,3,10,1,24.369999999999997 +2026,3,11,1,35.2 +2027,3,12,1,21.080000000000002 +2028,3,13,1,13.379999999999999 +2029,3,14,1,12.91 +2030,3,15,1,27.560000000000002 +2031,3,16,1,11.99 +2032,3,17,1,10.860000000000001 +2033,3,18,1,9.01 +2034,3,19,1,8.94 +2035,3,20,1,9.08 +2036,3,21,1,9.98 +2037,3,22,1,8.81 +2038,3,23,1,8.8 +2039,3,24,1,9.52 +2040,3,1,2,12.74 +2041,3,2,2,12.26 +2042,3,3,2,12.19 +2043,3,4,2,12.63 +2044,3,5,2,14.04 +2045,3,6,2,94.34 +2046,3,7,2,115.28 +2047,3,8,2,157.45 +2048,3,9,2,160.19 +2049,3,10,2,177.59 +2050,3,11,2,187.27 +2051,3,12,2,183.88 +2052,3,13,2,177.8 +2053,3,14,2,183.27 +2054,3,15,2,182.48000000000002 +2055,3,16,2,186.5 +2056,3,17,2,153.98000000000002 +2057,3,18,2,124.14 +2058,3,19,2,116.27000000000001 +2059,3,20,2,115.6 +2060,3,21,2,112.81 +2061,3,22,2,16.51 +2062,3,23,2,14.780000000000001 +2063,3,24,2,11.24 +2064,3,1,3,10.26 +2065,3,2,3,11.97 +2066,3,3,3,10.66 +2067,3,4,3,12.32 +2068,3,5,3,11.8 +2069,3,6,3,121.53999999999999 +2070,3,7,3,128.51 +2071,3,8,3,164.51999999999998 +2072,3,9,3,168.94 +2073,3,10,3,173.24 +2074,3,11,3,192.04999999999998 +2075,3,12,3,213.51 +2076,3,13,3,233.26 +2077,3,14,3,223.17 +2078,3,15,3,215.56 +2079,3,16,3,212.62 +2080,3,17,3,172.03 +2081,3,18,3,133.19 +2082,3,19,3,128.64000000000001 +2083,3,20,3,124.56 +2084,3,21,3,114.9 +2085,3,22,3,16.18 +2086,3,23,3,15.16 +2087,3,24,3,12.68 +2088,3,1,4,11.97 +2089,3,2,4,12.18 +2090,3,3,4,10.87 +2091,3,4,4,12.05 +2092,3,5,4,11.58 +2093,3,6,4,31.950000000000003 +2094,3,7,4,48.8 +2095,3,8,4,101.19 +2096,3,9,4,120.03 +2097,3,10,4,130.85 +2098,3,11,4,148.20999999999998 +2099,3,12,4,158.85999999999999 +2100,3,13,4,173.06 +2101,3,14,4,179.86 +2102,3,15,4,191.84 +2103,3,16,4,197.87 +2104,3,17,4,165.97 +2105,3,18,4,121.35 +2106,3,19,4,109.0 +2107,3,20,4,108.88 +2108,3,21,4,103.86 +2109,3,22,4,16.13 +2110,3,23,4,17.85 +2111,3,24,4,12.51 +2112,3,1,5,12.09 +2113,3,2,5,11.47 +2114,3,3,5,10.84 +2115,3,4,5,12.42 +2116,3,5,5,11.96 +2117,3,6,5,89.23 +2118,3,7,5,112.19 +2119,3,8,5,151.68 +2120,3,9,5,144.11 +2121,3,10,5,136.76999999999998 +2122,3,11,5,138.16 +2123,3,12,5,138.24 +2124,3,13,5,147.06 +2125,3,14,5,158.27 +2126,3,15,5,172.72 +2127,3,16,5,199.35 +2128,3,17,5,165.32 +2129,3,18,5,130.1 +2130,3,19,5,119.46000000000001 +2131,3,20,5,116.24 +2132,3,21,5,110.63 +2133,3,22,5,18.32 +2134,3,23,5,19.55 +2135,3,24,5,15.28 +2136,3,1,6,14.61 +2137,3,2,6,14.01 +2138,3,3,6,14.09 +2139,3,4,6,14.16 +2140,3,5,6,12.65 +2141,3,6,6,89.4 +2142,3,7,6,106.47 +2143,3,8,6,139.81 +2144,3,9,6,140.3 +2145,3,10,6,151.84 +2146,3,11,6,164.75 +2147,3,12,6,177.52 +2148,3,13,6,183.13 +2149,3,14,6,181.1 +2150,3,15,6,179.22 +2151,3,16,6,180.61 +2152,3,17,6,159.3 +2153,3,18,6,123.66 +2154,3,19,6,115.97 +2155,3,20,6,111.01 +2156,3,21,6,103.22 +2157,3,22,6,18.919999999999998 +2158,3,23,6,18.580000000000002 +2159,3,24,6,13.66 +2160,4,1,7,10.63 +2161,4,2,7,10.08 +2162,4,3,7,9.18 +2163,4,4,7,10.08 +2164,4,5,7,9.67 +2165,4,6,7,34.57 +2166,4,7,7,43.31 +2167,4,8,7,52.11 +2168,4,9,7,55.97 +2169,4,10,7,55.64 +2170,4,11,7,56.84 +2171,4,12,7,55.92 +2172,4,13,7,58.76 +2173,4,14,7,60.42 +2174,4,15,7,64.38 +2175,4,16,7,66.4 +2176,4,17,7,60.690000000000005 +2177,4,18,7,12.63 +2178,4,19,7,9.01 +2179,4,20,7,8.87 +2180,4,21,7,8.03 +2181,4,22,7,9.15 +2182,4,23,7,10.28 +2183,4,24,7,9.74 +2184,4,1,1,9.79 +2185,4,2,1,9.84 +2186,4,3,1,10.25 +2187,4,4,1,10.75 +2188,4,5,1,11.6 +2189,4,6,1,14.739999999999998 +2190,4,7,1,14.479999999999999 +2191,4,8,1,14.7 +2192,4,9,1,13.94 +2193,4,10,1,14.1 +2194,4,11,1,12.91 +2195,4,12,1,11.709999999999999 +2196,4,13,1,13.5 +2197,4,14,1,12.32 +2198,4,15,1,12.82 +2199,4,16,1,13.1 +2200,4,17,1,13.549999999999999 +2201,4,18,1,10.03 +2202,4,19,1,8.75 +2203,4,20,1,9.42 +2204,4,21,1,9.84 +2205,4,22,1,9.49 +2206,4,23,1,9.95 +2207,4,24,1,10.03 +2208,4,1,2,12.15 +2209,4,2,2,12.2 +2210,4,3,2,12.92 +2211,4,4,2,12.87 +2212,4,5,2,13.05 +2213,4,6,2,15.899999999999999 +2214,4,7,2,29.119999999999997 +2215,4,8,2,59.89 +2216,4,9,2,63.13 +2217,4,10,2,68.91 +2218,4,11,2,91.19 +2219,4,12,2,95.17 +2220,4,13,2,100.21000000000001 +2221,4,14,2,97.39 +2222,4,15,2,107.37 +2223,4,16,2,110.75 +2224,4,17,2,91.22999999999999 +2225,4,18,2,58.89 +2226,4,19,2,48.9 +2227,4,20,2,41.23 +2228,4,21,2,33.44 +2229,4,22,2,15.719999999999999 +2230,4,23,2,14.399999999999999 +2231,4,24,2,10.55 +2232,4,1,3,12.69 +2233,4,2,3,14.06 +2234,4,3,3,14.25 +2235,4,4,3,14.3 +2236,4,5,3,13.22 +2237,4,6,3,19.02 +2238,4,7,3,39.83 +2239,4,8,3,88.83 +2240,4,9,3,112.25 +2241,4,10,3,125.55000000000001 +2242,4,11,3,139.29 +2243,4,12,3,146.19 +2244,4,13,3,152.7 +2245,4,14,3,141.9 +2246,4,15,3,145.24 +2247,4,16,3,152.42 +2248,4,17,3,135.02999999999997 +2249,4,18,3,104.08 +2250,4,19,3,94.14 +2251,4,20,3,92.35000000000001 +2252,4,21,3,89.59 +2253,4,22,3,15.52 +2254,4,23,3,14.41 +2255,4,24,3,12.78 +2256,4,1,4,13.53 +2257,4,2,4,14.15 +2258,4,3,4,15.05 +2259,4,4,4,15.46 +2260,4,5,4,15.46 +2261,4,6,4,86.01 +2262,4,7,4,103.12 +2263,4,8,4,152.98 +2264,4,9,4,156.42000000000002 +2265,4,10,4,162.63 +2266,4,11,4,178.7 +2267,4,12,4,190.44 +2268,4,13,4,198.31 +2269,4,14,4,201.6 +2270,4,15,4,211.15 +2271,4,16,4,223.37 +2272,4,17,4,194.79999999999998 +2273,4,18,4,145.26 +2274,4,19,4,126.88 +2275,4,20,4,126.92999999999999 +2276,4,21,4,119.34 +2277,4,22,4,15.12 +2278,4,23,4,16.67 +2279,4,24,4,12.27 +2280,4,1,5,12.84 +2281,4,2,5,11.49 +2282,4,3,5,10.52 +2283,4,4,5,12.27 +2284,4,5,5,13.22 +2285,4,6,5,77.96000000000001 +2286,4,7,5,95.79 +2287,4,8,5,140.73000000000002 +2288,4,9,5,150.0 +2289,4,10,5,150.38 +2290,4,11,5,164.61 +2291,4,12,5,166.78 +2292,4,13,5,185.69 +2293,4,14,5,186.33 +2294,4,15,5,196.99 +2295,4,16,5,205.97 +2296,4,17,5,169.17 +2297,4,18,5,130.62 +2298,4,19,5,122.0 +2299,4,20,5,122.34 +2300,4,21,5,118.02 +2301,4,22,5,18.07 +2302,4,23,5,16.84 +2303,4,24,5,13.54 +2304,4,1,6,13.17 +2305,4,2,6,11.85 +2306,4,3,6,10.57 +2307,4,4,6,11.86 +2308,4,5,6,11.68 +2309,4,6,6,90.54 +2310,4,7,6,111.37 +2311,4,8,6,154.41 +2312,4,9,6,153.11 +2313,4,10,6,164.94 +2314,4,11,6,184.24 +2315,4,12,6,193.88 +2316,4,13,6,207.43 +2317,4,14,6,216.07 +2318,4,15,6,229.51 +2319,4,16,6,244.62 +2320,4,17,6,211.11 +2321,4,18,6,153.44 +2322,4,19,6,139.26 +2323,4,20,6,141.17 +2324,4,21,6,139.46 +2325,4,22,6,17.869999999999997 +2326,4,23,6,16.89 +2327,4,24,6,12.93 +2328,4,1,7,8.58 +2329,4,2,7,8.43 +2330,4,3,7,9.97 +2331,4,4,7,9.15 +2332,4,5,7,10.07 +2333,4,6,7,135.55 +2334,4,7,7,132.35000000000002 +2335,4,8,7,132.82 +2336,4,9,7,143.57999999999998 +2337,4,10,7,145.14999999999998 +2338,4,11,7,157.55 +2339,4,12,7,154.78 +2340,4,13,7,155.08 +2341,4,14,7,149.43 +2342,4,15,7,149.07999999999998 +2343,4,16,7,143.77999999999997 +2344,4,17,7,131.88 +2345,4,18,7,10.76 +2346,4,19,7,8.11 +2347,4,20,7,8.6 +2348,4,21,7,8.49 +2349,4,22,7,9.52 +2350,4,23,7,8.66 +2351,4,24,7,8.26 +2352,4,1,1,9.02 +2353,4,2,1,9.74 +2354,4,3,1,9.08 +2355,4,4,1,9.89 +2356,4,5,1,9.85 +2357,4,6,1,12.61 +2358,4,7,1,18.85 +2359,4,8,1,68.28 +2360,4,9,1,69.48 +2361,4,10,1,87.14 +2362,4,11,1,76.92 +2363,4,12,1,41.94 +2364,4,13,1,79.9 +2365,4,14,1,86.18 +2366,4,15,1,60.400000000000006 +2367,4,16,1,95.82000000000001 +2368,4,17,1,93.47 +2369,4,18,1,62.44 +2370,4,19,1,43.6 +2371,4,20,1,8.81 +2372,4,21,1,9.31 +2373,4,22,1,9.07 +2374,4,23,1,9.24 +2375,4,24,1,9.08 +2376,4,1,2,10.97 +2377,4,2,2,12.29 +2378,4,3,2,12.7 +2379,4,4,2,11.38 +2380,4,5,2,12.19 +2381,4,6,2,114.97 +2382,4,7,2,129.26 +2383,4,8,2,173.51999999999998 +2384,4,9,2,176.53 +2385,4,10,2,184.78000000000003 +2386,4,11,2,203.39000000000001 +2387,4,12,2,214.99 +2388,4,13,2,229.27999999999997 +2389,4,14,2,223.91 +2390,4,15,2,228.93 +2391,4,16,2,233.42999999999998 +2392,4,17,2,196.37 +2393,4,18,2,145.31 +2394,4,19,2,134.57 +2395,4,20,2,132.5 +2396,4,21,2,128.5 +2397,4,22,2,16.939999999999998 +2398,4,23,2,17.860000000000003 +2399,4,24,2,12.83 +2400,4,1,3,13.43 +2401,4,2,3,14.65 +2402,4,3,3,13.12 +2403,4,4,3,12.04 +2404,4,5,3,11.91 +2405,4,6,3,114.97 +2406,4,7,3,126.83 +2407,4,8,3,169.78 +2408,4,9,3,175.24 +2409,4,10,3,188.60999999999999 +2410,4,11,3,202.60999999999999 +2411,4,12,3,216.31 +2412,4,13,3,228.76 +2413,4,14,3,226.89 +2414,4,15,3,240.75 +2415,4,16,3,249.74 +2416,4,17,3,213.04999999999998 +2417,4,18,3,152.6 +2418,4,19,3,134.84 +2419,4,20,3,133.15 +2420,4,21,3,129.6 +2421,4,22,3,16.47 +2422,4,23,3,15.43 +2423,4,24,3,12.83 +2424,4,1,4,12.88 +2425,4,2,4,11.89 +2426,4,3,4,13.62 +2427,4,4,4,13.47 +2428,4,5,4,14.63 +2429,4,6,4,104.30000000000001 +2430,4,7,4,119.43 +2431,4,8,4,167.32 +2432,4,9,4,177.66 +2433,4,10,4,190.45999999999998 +2434,4,11,4,214.01999999999998 +2435,4,12,4,211.34 +2436,4,13,4,217.57 +2437,4,14,4,204.39 +2438,4,15,4,204.63 +2439,4,16,4,210.87 +2440,4,17,4,167.16 +2441,4,18,4,124.55 +2442,4,19,4,114.07 +2443,4,20,4,113.53 +2444,4,21,4,109.38 +2445,4,22,4,18.169999999999998 +2446,4,23,4,17.36 +2447,4,24,4,11.94 +2448,4,1,5,11.12 +2449,4,2,5,10.42 +2450,4,3,5,12.36 +2451,4,4,5,12.14 +2452,4,5,5,11.37 +2453,4,6,5,70.16 +2454,4,7,5,88.82 +2455,4,8,5,133.25 +2456,4,9,5,132.15 +2457,4,10,5,130.95 +2458,4,11,5,141.62 +2459,4,12,5,153.82999999999998 +2460,4,13,5,169.43 +2461,4,14,5,172.28 +2462,4,15,5,189.15 +2463,4,16,5,202.11 +2464,4,17,5,164.98 +2465,4,18,5,128.13 +2466,4,19,5,116.28 +2467,4,20,5,114.49 +2468,4,21,5,110.92 +2469,4,22,5,18.41 +2470,4,23,5,19.439999999999998 +2471,4,24,5,15.46 +2472,4,1,6,15.42 +2473,4,2,6,14.62 +2474,4,3,6,14.95 +2475,4,4,6,13.99 +2476,4,5,6,13.96 +2477,4,6,6,80.37 +2478,4,7,6,95.96000000000001 +2479,4,8,6,141.3 +2480,4,9,6,145.63 +2481,4,10,6,148.92 +2482,4,11,6,163.26 +2483,4,12,6,172.14999999999998 +2484,4,13,6,178.7 +2485,4,14,6,175.27 +2486,4,15,6,176.45999999999998 +2487,4,16,6,178.99 +2488,4,17,6,149.07 +2489,4,18,6,114.95 +2490,4,19,6,107.66999999999999 +2491,4,20,6,105.22 +2492,4,21,6,101.11999999999999 +2493,4,22,6,18.08 +2494,4,23,6,18.970000000000002 +2495,4,24,6,15.46 +2496,4,1,7,10.67 +2497,4,2,7,10.88 +2498,4,3,7,10.24 +2499,4,4,7,9.33 +2500,4,5,7,8.83 +2501,4,6,7,91.25999999999999 +2502,4,7,7,102.29 +2503,4,8,7,103.38999999999999 +2504,4,9,7,109.53 +2505,4,10,7,113.23 +2506,4,11,7,119.27 +2507,4,12,7,110.53 +2508,4,13,7,109.66 +2509,4,14,7,107.38 +2510,4,15,7,104.82000000000001 +2511,4,16,7,111.71000000000001 +2512,4,17,7,118.06 +2513,4,18,7,13.0 +2514,4,19,7,10.28 +2515,4,20,7,9.14 +2516,4,21,7,9.25 +2517,4,22,7,8.99 +2518,4,23,7,9.44 +2519,4,24,7,8.61 +2520,4,1,1,7.78 +2521,4,2,1,8.43 +2522,4,3,1,9.59 +2523,4,4,1,9.94 +2524,4,5,1,10.84 +2525,4,6,1,12.98 +2526,4,7,1,13.86 +2527,4,8,1,12.49 +2528,4,9,1,11.85 +2529,4,10,1,11.53 +2530,4,11,1,13.03 +2531,4,12,1,12.81 +2532,4,13,1,11.64 +2533,4,14,1,12.819999999999999 +2534,4,15,1,11.15 +2535,4,16,1,10.549999999999999 +2536,4,17,1,11.99 +2537,4,18,1,8.34 +2538,4,19,1,8.75 +2539,4,20,1,8.47 +2540,4,21,1,7.72 +2541,4,22,1,8.56 +2542,4,23,1,9.06 +2543,4,24,1,8.86 +2544,4,1,2,12.84 +2545,4,2,2,13.66 +2546,4,3,2,11.92 +2547,4,4,2,11.31 +2548,4,5,2,10.65 +2549,4,6,2,101.62 +2550,4,7,2,117.3 +2551,4,8,2,156.83 +2552,4,9,2,154.7 +2553,4,10,2,146.58 +2554,4,11,2,150.05 +2555,4,12,2,157.39 +2556,4,13,2,166.68 +2557,4,14,2,158.63 +2558,4,15,2,158.61 +2559,4,16,2,170.07999999999998 +2560,4,17,2,152.24 +2561,4,18,2,127.68 +2562,4,19,2,119.53 +2563,4,20,2,111.30000000000001 +2564,4,21,2,103.09 +2565,4,22,2,15.53 +2566,4,23,2,16.43 +2567,4,24,2,11.96 +2568,4,1,3,11.71 +2569,4,2,3,13.3 +2570,4,3,3,13.22 +2571,4,4,3,11.59 +2572,4,5,3,13.03 +2573,4,6,3,37.82000000000001 +2574,4,7,3,56.97 +2575,4,8,3,98.78999999999999 +2576,4,9,3,102.6 +2577,4,10,3,119.72999999999999 +2578,4,11,3,135.54000000000002 +2579,4,12,3,151.16 +2580,4,13,3,163.73 +2581,4,14,3,158.12 +2582,4,15,3,153.31 +2583,4,16,3,158.26 +2584,4,17,3,142.98 +2585,4,18,3,108.46000000000001 +2586,4,19,3,97.28 +2587,4,20,3,95.69 +2588,4,21,3,89.52 +2589,4,22,3,18.220000000000002 +2590,4,23,3,17.86 +2591,4,24,3,14.87 +2592,4,1,4,13.94 +2593,4,2,4,12.58 +2594,4,3,4,13.16 +2595,4,4,4,13.79 +2596,4,5,4,14.13 +2597,4,6,4,18.709999999999997 +2598,4,7,4,39.53 +2599,4,8,4,88.55 +2600,4,9,4,97.18 +2601,4,10,4,103.08000000000001 +2602,4,11,4,112.36 +2603,4,12,4,122.86000000000001 +2604,4,13,4,135.93 +2605,4,14,4,131.32999999999998 +2606,4,15,4,133.70999999999998 +2607,4,16,4,142.07 +2608,4,17,4,117.47 +2609,4,18,4,85.23 +2610,4,19,4,74.19 +2611,4,20,4,71.23 +2612,4,21,4,64.45 +2613,4,22,4,15.91 +2614,4,23,4,17.78 +2615,4,24,4,13.3 +2616,4,1,5,13.04 +2617,4,2,5,14.31 +2618,4,3,5,12.88 +2619,4,4,5,11.68 +2620,4,5,5,11.38 +2621,4,6,5,14.530000000000001 +2622,4,7,5,35.269999999999996 +2623,4,8,5,84.0 +2624,4,9,5,100.84 +2625,4,10,5,112.19 +2626,4,11,5,126.06 +2627,4,12,5,135.68 +2628,4,13,5,151.46 +2629,4,14,5,150.93 +2630,4,15,5,162.06 +2631,4,16,5,173.17000000000002 +2632,4,17,5,148.7 +2633,4,18,5,112.92999999999999 +2634,4,19,5,100.50999999999999 +2635,4,20,5,99.82000000000001 +2636,4,21,5,94.82000000000001 +2637,4,22,5,19.6 +2638,4,23,5,19.580000000000002 +2639,4,24,5,15.36 +2640,4,1,6,15.46 +2641,4,2,6,15.24 +2642,4,3,6,15.46 +2643,4,4,6,15.46 +2644,4,5,6,15.04 +2645,4,6,6,29.75 +2646,4,7,6,52.650000000000006 +2647,4,8,6,106.82999999999998 +2648,4,9,6,113.68 +2649,4,10,6,120.6 +2650,4,11,6,137.37 +2651,4,12,6,151.65 +2652,4,13,6,161.64 +2653,4,14,6,160.59 +2654,4,15,6,165.73 +2655,4,16,6,174.32 +2656,4,17,6,143.54 +2657,4,18,6,112.03999999999999 +2658,4,19,6,102.83 +2659,4,20,6,99.18 +2660,4,21,6,93.1 +2661,4,22,6,15.879999999999999 +2662,4,23,6,15.08 +2663,4,24,6,12.99 +2664,4,1,7,9.37 +2665,4,2,7,9.65 +2666,4,3,7,8.44 +2667,4,4,7,8.01 +2668,4,5,7,8.3 +2669,4,6,7,33.88 +2670,4,7,7,48.26 +2671,4,8,7,70.11 +2672,4,9,7,100.49 +2673,4,10,7,107.27000000000001 +2674,4,11,7,112.73 +2675,4,12,7,109.97 +2676,4,13,7,111.73 +2677,4,14,7,108.51 +2678,4,15,7,105.05 +2679,4,16,7,105.27 +2680,4,17,7,98.46 +2681,4,18,7,33.06 +2682,4,19,7,8.23 +2683,4,20,7,8.93 +2684,4,21,7,8.23 +2685,4,22,7,8.56 +2686,4,23,7,8.95 +2687,4,24,7,8.86 +2688,4,1,1,9.03 +2689,4,2,1,9.37 +2690,4,3,1,9.88 +2691,4,4,1,9.5 +2692,4,5,1,9.01 +2693,4,6,1,10.28 +2694,4,7,1,9.89 +2695,4,8,1,26.05 +2696,4,9,1,53.97 +2697,4,10,1,58.93 +2698,4,11,1,33.97 +2699,4,12,1,13.950000000000001 +2700,4,13,1,42.99 +2701,4,14,1,51.58 +2702,4,15,1,70.28 +2703,4,16,1,82.28 +2704,4,17,1,65.71000000000001 +2705,4,18,1,70.53 +2706,4,19,1,40.22 +2707,4,20,1,9.89 +2708,4,21,1,8.65 +2709,4,22,1,9.7 +2710,4,23,1,9.96 +2711,4,24,1,9.03 +2712,4,1,2,13.18 +2713,4,2,2,12.43 +2714,4,3,2,11.3 +2715,4,4,2,12.94 +2716,4,5,2,14.17 +2717,4,6,2,38.58 +2718,4,7,2,65.75 +2719,4,8,2,121.62 +2720,4,9,2,135.58 +2721,4,10,2,147.66 +2722,4,11,2,157.76 +2723,4,12,2,166.71 +2724,4,13,2,170.28 +2725,4,14,2,161.49 +2726,4,15,2,166.6 +2727,4,16,2,172.83 +2728,4,17,2,147.57999999999998 +2729,4,18,2,120.38999999999999 +2730,4,19,2,108.63999999999999 +2731,4,20,2,107.72999999999999 +2732,4,21,2,103.48 +2733,4,22,2,19.65 +2734,4,23,2,19.68 +2735,4,24,2,14.13 +2736,4,1,3,13.93 +2737,4,2,3,13.97 +2738,4,3,3,15.04 +2739,4,4,3,13.48 +2740,4,5,3,12.73 +2741,4,6,3,58.03 +2742,4,7,3,79.37 +2743,4,8,3,135.34 +2744,4,9,3,133.91 +2745,4,10,3,142.09 +2746,4,11,3,147.1 +2747,4,12,3,150.32999999999998 +2748,4,13,3,156.09 +2749,4,14,3,156.17 +2750,4,15,3,159.53 +2751,4,16,3,168.36 +2752,4,17,3,149.09 +2753,4,18,3,111.72999999999999 +2754,4,19,3,103.97999999999999 +2755,4,20,3,101.36 +2756,4,21,3,97.12 +2757,4,22,3,15.17 +2758,4,23,3,15.54 +2759,4,24,3,10.97 +2760,4,1,4,13.03 +2761,4,2,4,13.44 +2762,4,3,4,12.48 +2763,4,4,4,12.04 +2764,4,5,4,11.06 +2765,4,6,4,44.61 +2766,4,7,4,62.349999999999994 +2767,4,8,4,107.78 +2768,4,9,4,113.38999999999999 +2769,4,10,4,114.97 +2770,4,11,4,125.16999999999999 +2771,4,12,4,143.89 +2772,4,13,4,160.96 +2773,4,14,4,165.44 +2774,4,15,4,166.73000000000002 +2775,4,16,4,182.56 +2776,4,17,4,151.0 +2777,4,18,4,118.69 +2778,4,19,4,112.78 +2779,4,20,4,110.52 +2780,4,21,4,105.86 +2781,4,22,4,16.43 +2782,4,23,4,18.07 +2783,4,24,4,12.93 +2784,4,1,5,12.0 +2785,4,2,5,10.98 +2786,4,3,5,10.75 +2787,4,4,5,10.76 +2788,4,5,5,10.97 +2789,4,6,5,103.92999999999999 +2790,4,7,5,115.5 +2791,4,8,5,150.65 +2792,4,9,5,147.56 +2793,4,10,5,150.68 +2794,4,11,5,165.2 +2795,4,12,5,179.08999999999997 +2796,4,13,5,186.87 +2797,4,14,5,194.54999999999998 +2798,4,15,5,190.47 +2799,4,16,5,195.57 +2800,4,17,5,165.96999999999997 +2801,4,18,5,128.7 +2802,4,19,5,118.84 +2803,4,20,5,118.14 +2804,4,21,5,114.25999999999999 +2805,4,22,5,14.94 +2806,4,23,5,16.98 +2807,4,24,5,14.33 +2808,4,1,6,15.46 +2809,4,2,6,15.46 +2810,4,3,6,15.46 +2811,4,4,6,14.65 +2812,4,5,6,13.84 +2813,4,6,6,102.28 +2814,4,7,6,118.76 +2815,4,8,6,162.74 +2816,4,9,6,155.3 +2817,4,10,6,158.25 +2818,4,11,6,172.18 +2819,4,12,6,173.05 +2820,4,13,6,176.92000000000002 +2821,4,14,6,177.99 +2822,4,15,6,185.88 +2823,4,16,6,194.55 +2824,4,17,6,157.43 +2825,4,18,6,126.71 +2826,4,19,6,122.15 +2827,4,20,6,119.86999999999999 +2828,4,21,6,113.66 +2829,4,22,6,16.75 +2830,4,23,6,14.75 +2831,4,24,6,12.33 +2832,4,1,7,9.65 +2833,4,2,7,10.19 +2834,4,3,7,10.12 +2835,4,4,7,8.91 +2836,4,5,7,9.83 +2837,4,6,7,94.56 +2838,4,7,7,110.12 +2839,4,8,7,113.66 +2840,4,9,7,120.78 +2841,4,10,7,118.96 +2842,4,11,7,123.1 +2843,4,12,7,115.39999999999999 +2844,4,13,7,114.23 +2845,4,14,7,116.13 +2846,4,15,7,116.32000000000001 +2847,4,16,7,118.85 +2848,4,17,7,116.47 +2849,4,18,7,15.1 +2850,4,19,7,11.26 +2851,4,20,7,11.15 +2852,4,21,7,11.6 +2853,4,22,7,11.56 +2854,4,23,7,11.08 +2855,4,24,7,10.06 +2856,4,1,1,9.0 +2857,4,2,1,8.71 +2858,4,3,1,9.54 +2859,4,4,1,9.4 +2860,4,5,1,10.34 +2861,4,6,1,13.9 +2862,4,7,1,14.65 +2863,4,8,1,14.07 +2864,4,9,1,12.959999999999999 +2865,4,10,1,11.29 +2866,4,11,1,12.38 +2867,4,12,1,11.5 +2868,4,13,1,11.8 +2869,4,14,1,13.09 +2870,4,15,1,47.36 +2871,4,16,1,73.33 +2872,4,17,1,80.89 +2873,4,18,1,47.150000000000006 +2874,4,19,1,9.24 +2875,4,20,1,8.59 +2876,4,21,1,9.22 +2877,4,22,1,10.32 +2878,4,23,1,10.3 +2879,4,24,1,10.89 +2880,5,1,2,14.89 +2881,5,2,2,15.46 +2882,5,3,2,15.46 +2883,5,4,2,15.46 +2884,5,5,2,15.44 +2885,5,6,2,113.93 +2886,5,7,2,124.96 +2887,5,8,2,161.14 +2888,5,9,2,154.01999999999998 +2889,5,10,2,149.71 +2890,5,11,2,160.01999999999998 +2891,5,12,2,165.29 +2892,5,13,2,171.99 +2893,5,14,2,176.26 +2894,5,15,2,181.6 +2895,5,16,2,187.12 +2896,5,17,2,163.68 +2897,5,18,2,135.24 +2898,5,19,2,129.17 +2899,5,20,2,125.78 +2900,5,21,2,120.87 +2901,5,22,2,17.110000000000003 +2902,5,23,2,17.1 +2903,5,24,2,12.32 +2904,5,1,3,12.66 +2905,5,2,3,14.0 +2906,5,3,3,14.9 +2907,5,4,3,14.25 +2908,5,5,3,15.3 +2909,5,6,3,135.09 +2910,5,7,3,145.6 +2911,5,8,3,183.44 +2912,5,9,3,166.03 +2913,5,10,3,167.66 +2914,5,11,3,176.22 +2915,5,12,3,189.75 +2916,5,13,3,199.63 +2917,5,14,3,195.19 +2918,5,15,3,197.99 +2919,5,16,3,199.75 +2920,5,17,3,173.18 +2921,5,18,3,138.05 +2922,5,19,3,127.86999999999999 +2923,5,20,3,126.32 +2924,5,21,3,122.18 +2925,5,22,3,16.9 +2926,5,23,3,15.389999999999999 +2927,5,24,3,12.43 +2928,5,1,4,11.37 +2929,5,2,4,11.46 +2930,5,3,4,11.57 +2931,5,4,4,12.96 +2932,5,5,4,11.52 +2933,5,6,4,104.03 +2934,5,7,4,120.21 +2935,5,8,4,173.81 +2936,5,9,4,178.93 +2937,5,10,4,191.95999999999998 +2938,5,11,4,206.52 +2939,5,12,4,213.38 +2940,5,13,4,215.44 +2941,5,14,4,220.68 +2942,5,15,4,223.86 +2943,5,16,4,236.29999999999998 +2944,5,17,4,202.86 +2945,5,18,4,146.66 +2946,5,19,4,130.34 +2947,5,20,4,129.71 +2948,5,21,4,124.72 +2949,5,22,4,15.45 +2950,5,23,4,17.330000000000002 +2951,5,24,4,14.89 +2952,5,1,5,13.71 +2953,5,2,5,13.55 +2954,5,3,5,12.81 +2955,5,4,5,12.0 +2956,5,5,5,12.82 +2957,5,6,5,140.62 +2958,5,7,5,156.6 +2959,5,8,5,203.24 +2960,5,9,5,193.15 +2961,5,10,5,197.62 +2962,5,11,5,215.78 +2963,5,12,5,230.57 +2964,5,13,5,225.89999999999998 +2965,5,14,5,223.14000000000001 +2966,5,15,5,234.3 +2967,5,16,5,235.51 +2968,5,17,5,210.85 +2969,5,18,5,158.91000000000003 +2970,5,19,5,144.61 +2971,5,20,5,142.76999999999998 +2972,5,21,5,138.39000000000001 +2973,5,22,5,17.19 +2974,5,23,5,18.36 +2975,5,24,5,13.28 +2976,5,1,6,11.8 +2977,5,2,6,12.07 +2978,5,3,6,13.49 +2979,5,4,6,11.89 +2980,5,5,6,11.37 +2981,5,6,6,113.6 +2982,5,7,6,127.88 +2983,5,8,6,179.16 +2984,5,9,6,193.09 +2985,5,10,6,195.39000000000001 +2986,5,11,6,205.18 +2987,5,12,6,212.14999999999998 +2988,5,13,6,225.07999999999998 +2989,5,14,6,223.48 +2990,5,15,6,226.63000000000002 +2991,5,16,6,243.18 +2992,5,17,6,214.74 +2993,5,18,6,161.8 +2994,5,19,6,136.52 +2995,5,20,6,134.21 +2996,5,21,6,132.41 +2997,5,22,6,15.120000000000001 +2998,5,23,6,16.89 +2999,5,24,6,13.32 +3000,5,1,7,8.83 +3001,5,2,7,8.65 +3002,5,3,7,9.61 +3003,5,4,7,9.95 +3004,5,5,7,10.1 +3005,5,6,7,114.94999999999999 +3006,5,7,7,121.55 +3007,5,8,7,137.1 +3008,5,9,7,146.8 +3009,5,10,7,146.43 +3010,5,11,7,153.85 +3011,5,12,7,147.72 +3012,5,13,7,147.26999999999998 +3013,5,14,7,149.82999999999998 +3014,5,15,7,155.86 +3015,5,16,7,160.91000000000003 +3016,5,17,7,136.53 +3017,5,18,7,95.3 +3018,5,19,7,39.69 +3019,5,20,7,9.92 +3020,5,21,7,9.91 +3021,5,22,7,9.22 +3022,5,23,7,10.32 +3023,5,24,7,10.06 +3024,5,1,1,9.52 +3025,5,2,1,10.08 +3026,5,3,1,10.25 +3027,5,4,1,10.0 +3028,5,5,1,8.79 +3029,5,6,1,12.430000000000001 +3030,5,7,1,12.299999999999999 +3031,5,8,1,74.7 +3032,5,9,1,85.13000000000001 +3033,5,10,1,74.92 +3034,5,11,1,76.58 +3035,5,12,1,51.43 +3036,5,13,1,51.33 +3037,5,14,1,51.129999999999995 +3038,5,15,1,95.92 +3039,5,16,1,89.05 +3040,5,17,1,70.83 +3041,5,18,1,70.5 +3042,5,19,1,28.810000000000002 +3043,5,20,1,10.88 +3044,5,21,1,10.13 +3045,5,22,1,9.06 +3046,5,23,1,8.22 +3047,5,24,1,9.14 +3048,5,1,2,10.98 +3049,5,2,2,10.24 +3050,5,3,2,12.11 +3051,5,4,2,11.05 +3052,5,5,2,12.59 +3053,5,6,2,118.78 +3054,5,7,2,129.94 +3055,5,8,2,178.32999999999998 +3056,5,9,2,177.37 +3057,5,10,2,182.22 +3058,5,11,2,193.09 +3059,5,12,2,197.27999999999997 +3060,5,13,2,205.09 +3061,5,14,2,198.28 +3062,5,15,2,198.07 +3063,5,16,2,203.57 +3064,5,17,2,177.49 +3065,5,18,2,144.02 +3066,5,19,2,135.2 +3067,5,20,2,130.75 +3068,5,21,2,126.57 +3069,5,22,2,17.240000000000002 +3070,5,23,2,15.709999999999999 +3071,5,24,2,11.97 +3072,5,1,3,12.94 +3073,5,2,3,12.93 +3074,5,3,3,11.63 +3075,5,4,3,11.5 +3076,5,5,3,13.32 +3077,5,6,3,85.11 +3078,5,7,3,110.56 +3079,5,8,3,162.0 +3080,5,9,3,162.01 +3081,5,10,3,157.67000000000002 +3082,5,11,3,167.79000000000002 +3083,5,12,3,168.47 +3084,5,13,3,173.17 +3085,5,14,3,171.28 +3086,5,15,3,181.22000000000003 +3087,5,16,3,187.67 +3088,5,17,3,156.6 +3089,5,18,3,120.69 +3090,5,19,3,112.21000000000001 +3091,5,20,3,106.66999999999999 +3092,5,21,3,101.19 +3093,5,22,3,15.0 +3094,5,23,3,13.989999999999998 +3095,5,24,3,12.33 +3096,5,1,4,12.52 +3097,5,2,4,12.78 +3098,5,3,4,14.0 +3099,5,4,4,14.03 +3100,5,5,4,12.7 +3101,5,6,4,64.42 +3102,5,7,4,92.97999999999999 +3103,5,8,4,148.32999999999998 +3104,5,9,4,138.20999999999998 +3105,5,10,4,148.87 +3106,5,11,4,160.61 +3107,5,12,4,159.45 +3108,5,13,4,166.72 +3109,5,14,4,167.61 +3110,5,15,4,173.45 +3111,5,16,4,179.34 +3112,5,17,4,145.79999999999998 +3113,5,18,4,118.92 +3114,5,19,4,109.06 +3115,5,20,4,107.54 +3116,5,21,4,104.25999999999999 +3117,5,22,4,15.19 +3118,5,23,4,15.79 +3119,5,24,4,13.64 +3120,5,1,5,12.18 +3121,5,2,5,12.27 +3122,5,3,5,13.25 +3123,5,4,5,13.39 +3124,5,5,5,13.38 +3125,5,6,5,103.05 +3126,5,7,5,120.58 +3127,5,8,5,172.82999999999998 +3128,5,9,5,180.82999999999998 +3129,5,10,5,189.95999999999998 +3130,5,11,5,206.1 +3131,5,12,5,204.88 +3132,5,13,5,204.61 +3133,5,14,5,188.04000000000002 +3134,5,15,5,183.51999999999998 +3135,5,16,5,189.24 +3136,5,17,5,157.54 +3137,5,18,5,127.77000000000001 +3138,5,19,5,119.08 +3139,5,20,5,114.21 +3140,5,21,5,104.84 +3141,5,22,5,15.030000000000001 +3142,5,23,5,14.780000000000001 +3143,5,24,5,10.65 +3144,5,1,6,11.26 +3145,5,2,6,10.49 +3146,5,3,6,10.44 +3147,5,4,6,11.22 +3148,5,5,6,13.25 +3149,5,6,6,47.86 +3150,5,7,6,68.02000000000001 +3151,5,8,6,110.67 +3152,5,9,6,119.38 +3153,5,10,6,125.31 +3154,5,11,6,137.72 +3155,5,12,6,145.96 +3156,5,13,6,152.18 +3157,5,14,6,146.19 +3158,5,15,6,156.48000000000002 +3159,5,16,6,163.56 +3160,5,17,6,134.18 +3161,5,18,6,104.11 +3162,5,19,6,94.42 +3163,5,20,6,97.79 +3164,5,21,6,96.75999999999999 +3165,5,22,6,16.85 +3166,5,23,6,16.48 +3167,5,24,6,13.5 +3168,5,1,7,10.13 +3169,5,2,7,10.02 +3170,5,3,7,9.11 +3171,5,4,7,9.04 +3172,5,5,7,8.71 +3173,5,6,7,105.72 +3174,5,7,7,113.75 +3175,5,8,7,123.65 +3176,5,9,7,130.84 +3177,5,10,7,140.42 +3178,5,11,7,150.16 +3179,5,12,7,143.92 +3180,5,13,7,150.98000000000002 +3181,5,14,7,150.69 +3182,5,15,7,151.83 +3183,5,16,7,153.13 +3184,5,17,7,153.29 +3185,5,18,7,12.040000000000001 +3186,5,19,7,9.27 +3187,5,20,7,9.03 +3188,5,21,7,8.95 +3189,5,22,7,8.27 +3190,5,23,7,9.19 +3191,5,24,7,9.8 +3192,5,1,1,9.49 +3193,5,2,1,9.66 +3194,5,3,1,9.09 +3195,5,4,1,9.66 +3196,5,5,1,8.59 +3197,5,6,1,11.59 +3198,5,7,1,10.69 +3199,5,8,1,13.99 +3200,5,9,1,61.86 +3201,5,10,1,49.71 +3202,5,11,1,41.97 +3203,5,12,1,13.64 +3204,5,13,1,14.809999999999999 +3205,5,14,1,55.16 +3206,5,15,1,80.61999999999999 +3207,5,16,1,95.99000000000001 +3208,5,17,1,104.98 +3209,5,18,1,78.95 +3210,5,19,1,29.04 +3211,5,20,1,10.28 +3212,5,21,1,9.09 +3213,5,22,1,9.58 +3214,5,23,1,10.63 +3215,5,24,1,9.6 +3216,5,1,2,13.84 +3217,5,2,2,13.65 +3218,5,3,2,13.22 +3219,5,4,2,13.26 +3220,5,5,2,12.22 +3221,5,6,2,101.56 +3222,5,7,2,117.41 +3223,5,8,2,168.32 +3224,5,9,2,164.74 +3225,5,10,2,176.12 +3226,5,11,2,197.86 +3227,5,12,2,207.93 +3228,5,13,2,211.89000000000001 +3229,5,14,2,215.06 +3230,5,15,2,222.41000000000003 +3231,5,16,2,239.85999999999999 +3232,5,17,2,214.73000000000002 +3233,5,18,2,158.05 +3234,5,19,2,134.92000000000002 +3235,5,20,2,135.1 +3236,5,21,2,130.83 +3237,5,22,2,19.59 +3238,5,23,2,17.98 +3239,5,24,2,13.24 +3240,5,1,3,13.56 +3241,5,2,3,12.31 +3242,5,3,3,13.3 +3243,5,4,3,12.86 +3244,5,5,3,11.49 +3245,5,6,3,111.38 +3246,5,7,3,129.97 +3247,5,8,3,185.38 +3248,5,9,3,187.5 +3249,5,10,3,198.45999999999998 +3250,5,11,3,205.74 +3251,5,12,3,205.28 +3252,5,13,3,216.04 +3253,5,14,3,213.85000000000002 +3254,5,15,3,224.48 +3255,5,16,3,231.59 +3256,5,17,3,192.07 +3257,5,18,3,138.42 +3258,5,19,3,123.68 +3259,5,20,3,120.88999999999999 +3260,5,21,3,116.31 +3261,5,22,3,14.34 +3262,5,23,3,16.06 +3263,5,24,3,13.07 +3264,5,1,4,11.74 +3265,5,2,4,10.97 +3266,5,3,4,12.64 +3267,5,4,4,13.71 +3268,5,5,4,12.23 +3269,5,6,4,104.53999999999999 +3270,5,7,4,120.73 +3271,5,8,4,163.39 +3272,5,9,4,165.8 +3273,5,10,4,175.71 +3274,5,11,4,184.67000000000002 +3275,5,12,4,198.3 +3276,5,13,4,202.9 +3277,5,14,4,212.85000000000002 +3278,5,15,4,218.88 +3279,5,16,4,225.76000000000002 +3280,5,17,4,194.79000000000002 +3281,5,18,4,145.69 +3282,5,19,4,130.76 +3283,5,20,4,129.91 +3284,5,21,4,125.82 +3285,5,22,4,15.58 +3286,5,23,4,17.24 +3287,5,24,4,12.84 +3288,5,1,5,12.85 +3289,5,2,5,12.77 +3290,5,3,5,11.95 +3291,5,4,5,13.12 +3292,5,5,5,13.52 +3293,5,6,5,86.27 +3294,5,7,5,107.09 +3295,5,8,5,156.66 +3296,5,9,5,155.44 +3297,5,10,5,172.98 +3298,5,11,5,182.39000000000001 +3299,5,12,5,187.04 +3300,5,13,5,206.17000000000002 +3301,5,14,5,204.67000000000002 +3302,5,15,5,219.67 +3303,5,16,5,227.4 +3304,5,17,5,201.57 +3305,5,18,5,149.87 +3306,5,19,5,130.36 +3307,5,20,5,128.89 +3308,5,21,5,124.41 +3309,5,22,5,19.44 +3310,5,23,5,18.9 +3311,5,24,5,13.81 +3312,5,1,6,12.76 +3313,5,2,6,11.34 +3314,5,3,6,10.98 +3315,5,4,6,12.27 +3316,5,5,6,11.3 +3317,5,6,6,119.36 +3318,5,7,6,131.77 +3319,5,8,6,166.64999999999998 +3320,5,9,6,170.26 +3321,5,10,6,188.65 +3322,5,11,6,200.46 +3323,5,12,6,211.9 +3324,5,13,6,221.37 +3325,5,14,6,225.48 +3326,5,15,6,242.8 +3327,5,16,6,251.35 +3328,5,17,6,211.52 +3329,5,18,6,157.10000000000002 +3330,5,19,6,133.23000000000002 +3331,5,20,6,136.26 +3332,5,21,6,132.89 +3333,5,22,6,14.41 +3334,5,23,6,15.809999999999999 +3335,5,24,6,12.66 +3336,5,1,7,8.31 +3337,5,2,7,9.94 +3338,5,3,7,9.98 +3339,5,4,7,9.16 +3340,5,5,7,9.57 +3341,5,6,7,135.41 +3342,5,7,7,140.15 +3343,5,8,7,149.27 +3344,5,9,7,155.01 +3345,5,10,7,147.98 +3346,5,11,7,153.71 +3347,5,12,7,155.57 +3348,5,13,7,161.54000000000002 +3349,5,14,7,168.94 +3350,5,15,7,176.37 +3351,5,16,7,180.44 +3352,5,17,7,163.5 +3353,5,18,7,115.8 +3354,5,19,7,120.56 +3355,5,20,7,10.22 +3356,5,21,7,9.21 +3357,5,22,7,10.19 +3358,5,23,7,10.44 +3359,5,24,7,11.12 +3360,5,1,1,11.22 +3361,5,2,1,11.6 +3362,5,3,1,11.6 +3363,5,4,1,11.6 +3364,5,5,1,11.6 +3365,5,6,1,14.69 +3366,5,7,1,95.72 +3367,5,8,1,132.8 +3368,5,9,1,123.7 +3369,5,10,1,146.85999999999999 +3370,5,11,1,124.35 +3371,5,12,1,54.53 +3372,5,13,1,55.13 +3373,5,14,1,28.9 +3374,5,15,1,113.60000000000001 +3375,5,16,1,68.3 +3376,5,17,1,111.08 +3377,5,18,1,127.97 +3378,5,19,1,59.11 +3379,5,20,1,8.84 +3380,5,21,1,8.31 +3381,5,22,1,9.48 +3382,5,23,1,10.46 +3383,5,24,1,10.41 +3384,5,1,2,12.83 +3385,5,2,2,11.25 +3386,5,3,2,10.26 +3387,5,4,2,10.79 +3388,5,5,2,10.53 +3389,5,6,2,158.20999999999998 +3390,5,7,2,168.17 +3391,5,8,2,231.02 +3392,5,9,2,239.16 +3393,5,10,2,239.23999999999998 +3394,5,11,2,255.65 +3395,5,12,2,252.82999999999998 +3396,5,13,2,250.78000000000003 +3397,5,14,2,251.9 +3398,5,15,2,239.52 +3399,5,16,2,229.17000000000002 +3400,5,17,2,199.31 +3401,5,18,2,144.51 +3402,5,19,2,135.62 +3403,5,20,2,134.49 +3404,5,21,2,130.82 +3405,5,22,2,15.159999999999998 +3406,5,23,2,15.42 +3407,5,24,2,11.25 +3408,5,1,3,10.54 +3409,5,2,3,11.66 +3410,5,3,3,11.01 +3411,5,4,3,10.66 +3412,5,5,3,11.5 +3413,5,6,3,119.88 +3414,5,7,3,127.92 +3415,5,8,3,184.06 +3416,5,9,3,196.38 +3417,5,10,3,208.63 +3418,5,11,3,228.0 +3419,5,12,3,230.8 +3420,5,13,3,239.38 +3421,5,14,3,231.96 +3422,5,15,3,236.94 +3423,5,16,3,241.34 +3424,5,17,3,207.19 +3425,5,18,3,154.49 +3426,5,19,3,130.19 +3427,5,20,3,128.74 +3428,5,21,3,126.11000000000001 +3429,5,22,3,18.939999999999998 +3430,5,23,3,19.119999999999997 +3431,5,24,3,15.46 +3432,5,1,4,15.46 +3433,5,2,4,15.33 +3434,5,3,4,14.44 +3435,5,4,4,14.71 +3436,5,5,4,14.74 +3437,5,6,4,128.24 +3438,5,7,4,147.91 +3439,5,8,4,214.60999999999999 +3440,5,9,4,234.85 +3441,5,10,4,241.21 +3442,5,11,4,248.0 +3443,5,12,4,244.14 +3444,5,13,4,255.01 +3445,5,14,4,245.51999999999998 +3446,5,15,4,238.85000000000002 +3447,5,16,4,240.63 +3448,5,17,4,216.64 +3449,5,18,4,162.86 +3450,5,19,4,152.86 +3451,5,20,4,153.10999999999999 +3452,5,21,4,149.6 +3453,5,22,4,16.48 +3454,5,23,4,17.88 +3455,5,24,4,12.34 +3456,5,1,5,12.33 +3457,5,2,5,12.94 +3458,5,3,5,12.86 +3459,5,4,5,11.89 +3460,5,5,5,11.6 +3461,5,6,5,151.14 +3462,5,7,5,145.7 +3463,5,8,5,183.28 +3464,5,9,5,188.43 +3465,5,10,5,186.59 +3466,5,11,5,196.76000000000002 +3467,5,12,5,216.6 +3468,5,13,5,228.64 +3469,5,14,5,214.85000000000002 +3470,5,15,5,213.09 +3471,5,16,5,225.97000000000003 +3472,5,17,5,192.18 +3473,5,18,5,147.54 +3474,5,19,5,142.97 +3475,5,20,5,151.54999999999998 +3476,5,21,5,156.88 +3477,5,22,5,16.9 +3478,5,23,5,16.599999999999998 +3479,5,24,5,11.7 +3480,5,1,6,12.55 +3481,5,2,6,11.87 +3482,5,3,6,11.74 +3483,5,4,6,11.76 +3484,5,5,6,13.08 +3485,5,6,6,154.29999999999998 +3486,5,7,6,165.06 +3487,5,8,6,209.14 +3488,5,9,6,212.6 +3489,5,10,6,224.12 +3490,5,11,6,241.42 +3491,5,12,6,247.97000000000003 +3492,5,13,6,260.9 +3493,5,14,6,235.55 +3494,5,15,6,249.26000000000002 +3495,5,16,6,263.86 +3496,5,17,6,232.68 +3497,5,18,6,186.20999999999998 +3498,5,19,6,163.37 +3499,5,20,6,161.98 +3500,5,21,6,161.05 +3501,5,22,6,15.95 +3502,5,23,6,16.08 +3503,5,24,6,12.19 +3504,5,1,7,9.55 +3505,5,2,7,8.47 +3506,5,3,7,9.33 +3507,5,4,7,8.22 +3508,5,5,7,9.08 +3509,5,6,7,150.44 +3510,5,7,7,150.73 +3511,5,8,7,165.70000000000002 +3512,5,9,7,177.85 +3513,5,10,7,176.29 +3514,5,11,7,176.36 +3515,5,12,7,163.97000000000003 +3516,5,13,7,163.08 +3517,5,14,7,169.32999999999998 +3518,5,15,7,174.88 +3519,5,16,7,181.34 +3520,5,17,7,157.58 +3521,5,18,7,117.59 +3522,5,19,7,82.62 +3523,5,20,7,22.33 +3524,5,21,7,9.46 +3525,5,22,7,9.57 +3526,5,23,7,9.13 +3527,5,24,7,8.87 +3528,5,1,1,9.46 +3529,5,2,1,9.68 +3530,5,3,1,9.95 +3531,5,4,1,9.9 +3532,5,5,1,8.69 +3533,5,6,1,10.74 +3534,5,7,1,11.17 +3535,5,8,1,57.54 +3536,5,9,1,65.12 +3537,5,10,1,108.25999999999999 +3538,5,11,1,94.27 +3539,5,12,1,84.86 +3540,5,13,1,100.06 +3541,5,14,1,124.73 +3542,5,15,1,134.66 +3543,5,16,1,130.57 +3544,5,17,1,129.93 +3545,5,18,1,122.81 +3546,5,19,1,78.49 +3547,5,20,1,9.52 +3548,5,21,1,35.980000000000004 +3549,5,22,1,9.25 +3550,5,23,1,10.35 +3551,5,24,1,10.03 +3552,5,1,8,9.73 +3553,5,2,8,10.56 +3554,5,3,8,9.27 +3555,5,4,8,9.92 +3556,5,5,8,9.45 +3557,5,6,8,10.7 +3558,5,7,8,10.58 +3559,5,8,8,11.88 +3560,5,9,8,38.87 +3561,5,10,8,11.05 +3562,5,11,8,10.81 +3563,5,12,8,10.049999999999999 +3564,5,13,8,12.43 +3565,5,14,8,76.85000000000001 +3566,5,15,8,85.79 +3567,5,16,8,69.11 +3568,5,17,8,43.21 +3569,5,18,8,11.33 +3570,5,19,8,42.57 +3571,5,20,8,11.6 +3572,5,21,8,10.54 +3573,5,22,8,9.49 +3574,5,23,8,9.76 +3575,5,24,8,8.85 +3576,5,1,3,10.65 +3577,5,2,3,11.43 +3578,5,3,3,11.32 +3579,5,4,3,11.04 +3580,5,5,3,13.14 +3581,5,6,3,165.15 +3582,5,7,3,164.72 +3583,5,8,3,247.57 +3584,5,9,3,245.06 +3585,5,10,3,248.39999999999998 +3586,5,11,3,254.85 +3587,5,12,3,253.24 +3588,5,13,3,255.39000000000001 +3589,5,14,3,248.22000000000003 +3590,5,15,3,257.66 +3591,5,16,3,256.67 +3592,5,17,3,210.01999999999998 +3593,5,18,3,150.45000000000002 +3594,5,19,3,138.15 +3595,5,20,3,135.53 +3596,5,21,3,132.58 +3597,5,22,3,13.950000000000001 +3598,5,23,3,13.780000000000001 +3599,5,24,3,10.11 +3600,5,1,4,11.84 +3601,5,2,4,13.01 +3602,5,3,4,13.39 +3603,5,4,4,13.36 +3604,5,5,4,12.7 +3605,5,6,4,129.44 +3606,5,7,4,141.8 +3607,5,8,4,203.51 +3608,5,9,4,208.51 +3609,5,10,4,213.61 +3610,5,11,4,217.25 +3611,5,12,4,220.62 +3612,5,13,4,240.81 +3613,5,14,4,238.42000000000002 +3614,5,15,4,249.06 +3615,5,16,4,259.15 +3616,5,17,4,226.76999999999998 +3617,5,18,4,166.64000000000001 +3618,5,19,4,140.81 +3619,5,20,4,137.51 +3620,5,21,4,134.6 +3621,5,22,4,19.63 +3622,5,23,4,18.23 +3623,5,24,4,12.92 +3624,6,1,5,11.61 +3625,6,2,5,13.08 +3626,6,3,5,12.52 +3627,6,4,5,11.14 +3628,6,5,5,11.91 +3629,6,6,5,120.9 +3630,6,7,5,132.05 +3631,6,8,5,186.74 +3632,6,9,5,199.60000000000002 +3633,6,10,5,209.92000000000002 +3634,6,11,5,225.36 +3635,6,12,5,233.67000000000002 +3636,6,13,5,242.69 +3637,6,14,5,246.0 +3638,6,15,5,252.58999999999997 +3639,6,16,5,258.96999999999997 +3640,6,17,5,216.51999999999998 +3641,6,18,5,150.81 +3642,6,19,5,130.4 +3643,6,20,5,130.56 +3644,6,21,5,127.08000000000001 +3645,6,22,5,18.09 +3646,6,23,5,18.24 +3647,6,24,5,14.2 +3648,6,1,6,15.08 +3649,6,2,6,14.26 +3650,6,3,6,12.66 +3651,6,4,6,12.69 +3652,6,5,6,12.94 +3653,6,6,6,118.31 +3654,6,7,6,133.39 +3655,6,8,6,205.35 +3656,6,9,6,212.3 +3657,6,10,6,224.16 +3658,6,11,6,240.45 +3659,6,12,6,246.39 +3660,6,13,6,258.26 +3661,6,14,6,257.26 +3662,6,15,6,260.56 +3663,6,16,6,265.4 +3664,6,17,6,237.35 +3665,6,18,6,181.57 +3666,6,19,6,162.35 +3667,6,20,6,161.83 +3668,6,21,6,156.14000000000001 +3669,6,22,6,15.52 +3670,6,23,6,14.0 +3671,6,24,6,11.57 +3672,6,1,7,8.26 +3673,6,2,7,8.93 +3674,6,3,7,9.6 +3675,6,4,7,8.66 +3676,6,5,7,9.69 +3677,6,6,7,143.57 +3678,6,7,7,152.97 +3679,6,8,7,171.23000000000002 +3680,6,9,7,173.46 +3681,6,10,7,168.6 +3682,6,11,7,170.48 +3683,6,12,7,156.37 +3684,6,13,7,160.01 +3685,6,14,7,163.04000000000002 +3686,6,15,7,168.24 +3687,6,16,7,171.16 +3688,6,17,7,139.41 +3689,6,18,7,95.94 +3690,6,19,7,38.2 +3691,6,20,7,22.86 +3692,6,21,7,9.01 +3693,6,22,7,9.43 +3694,6,23,7,9.93 +3695,6,24,7,9.86 +3696,6,1,1,9.28 +3697,6,2,1,9.33 +3698,6,3,1,9.75 +3699,6,4,1,9.27 +3700,6,5,1,8.82 +3701,6,6,1,10.55 +3702,6,7,1,51.71 +3703,6,8,1,73.1 +3704,6,9,1,93.25999999999999 +3705,6,10,1,84.43 +3706,6,11,1,77.46000000000001 +3707,6,12,1,86.96 +3708,6,13,1,50.620000000000005 +3709,6,14,1,52.0 +3710,6,15,1,98.28 +3711,6,16,1,102.28 +3712,6,17,1,74.14999999999999 +3713,6,18,1,97.53 +3714,6,19,1,58.39 +3715,6,20,1,11.6 +3716,6,21,1,11.27 +3717,6,22,1,11.6 +3718,6,23,1,11.6 +3719,6,24,1,11.12 +3720,6,1,2,15.46 +3721,6,2,2,15.44 +3722,6,3,2,15.46 +3723,6,4,2,15.46 +3724,6,5,2,15.46 +3725,6,6,2,127.52 +3726,6,7,2,136.35 +3727,6,8,2,199.8 +3728,6,9,2,206.22000000000003 +3729,6,10,2,214.49 +3730,6,11,2,224.65 +3731,6,12,2,244.76999999999998 +3732,6,13,2,252.23000000000002 +3733,6,14,2,248.85 +3734,6,15,2,255.91000000000003 +3735,6,16,2,270.27 +3736,6,17,2,240.16 +3737,6,18,2,180.26 +3738,6,19,2,152.49 +3739,6,20,2,148.77 +3740,6,21,2,145.81 +3741,6,22,2,17.680000000000003 +3742,6,23,2,17.68 +3743,6,24,2,12.6 +3744,6,1,3,11.4 +3745,6,2,3,13.1 +3746,6,3,3,12.39 +3747,6,4,3,13.23 +3748,6,5,3,11.89 +3749,6,6,3,139.96 +3750,6,7,3,148.61 +3751,6,8,3,215.11 +3752,6,9,3,239.5 +3753,6,10,3,248.93 +3754,6,11,3,243.99 +3755,6,12,3,241.64 +3756,6,13,3,225.51 +3757,6,14,3,210.34 +3758,6,15,3,212.72 +3759,6,16,3,225.23 +3760,6,17,3,192.45999999999998 +3761,6,18,3,145.36 +3762,6,19,3,132.66 +3763,6,20,3,130.51 +3764,6,21,3,129.24 +3765,6,22,3,14.319999999999999 +3766,6,23,3,14.32 +3767,6,24,3,12.96 +3768,6,1,4,12.66 +3769,6,2,4,11.54 +3770,6,3,4,12.77 +3771,6,4,4,11.69 +3772,6,5,4,11.45 +3773,6,6,4,121.32 +3774,6,7,4,132.24 +3775,6,8,4,200.45999999999998 +3776,6,9,4,202.5 +3777,6,10,4,217.75 +3778,6,11,4,223.61999999999998 +3779,6,12,4,232.26 +3780,6,13,4,245.85000000000002 +3781,6,14,4,247.33999999999997 +3782,6,15,4,248.59 +3783,6,16,4,257.03 +3784,6,17,4,220.66 +3785,6,18,4,156.31 +3786,6,19,4,135.27 +3787,6,20,4,135.18 +3788,6,21,4,131.94 +3789,6,22,4,18.1 +3790,6,23,4,16.54 +3791,6,24,4,14.37 +3792,6,1,5,14.86 +3793,6,2,5,14.34 +3794,6,3,5,15.41 +3795,6,4,5,13.94 +3796,6,5,5,12.14 +3797,6,6,5,121.03 +3798,6,7,5,133.04 +3799,6,8,5,207.56 +3800,6,9,5,202.32 +3801,6,10,5,208.95999999999998 +3802,6,11,5,218.78 +3803,6,12,5,219.45 +3804,6,13,5,240.06 +3805,6,14,5,244.28 +3806,6,15,5,251.43 +3807,6,16,5,266.99 +3808,6,17,5,238.82 +3809,6,18,5,180.56 +3810,6,19,5,153.73 +3811,6,20,5,148.0 +3812,6,21,5,141.84 +3813,6,22,5,15.709999999999999 +3814,6,23,5,16.57 +3815,6,24,5,12.8 +3816,6,1,6,12.17 +3817,6,2,6,12.29 +3818,6,3,6,11.43 +3819,6,4,6,12.56 +3820,6,5,6,13.05 +3821,6,6,6,146.72 +3822,6,7,6,157.72 +3823,6,8,6,212.88 +3824,6,9,6,217.51 +3825,6,10,6,230.54 +3826,6,11,6,254.70999999999998 +3827,6,12,6,269.73 +3828,6,13,6,280.94 +3829,6,14,6,272.81 +3830,6,15,6,260.8 +3831,6,16,6,262.59 +3832,6,17,6,232.13 +3833,6,18,6,170.39 +3834,6,19,6,161.25 +3835,6,20,6,156.4 +3836,6,21,6,150.7 +3837,6,22,6,15.98 +3838,6,23,6,16.57 +3839,6,24,6,12.13 +3840,6,1,7,9.06 +3841,6,2,7,8.13 +3842,6,3,7,7.92 +3843,6,4,7,7.99 +3844,6,5,7,9.34 +3845,6,6,7,129.99 +3846,6,7,7,135.13 +3847,6,8,7,150.55 +3848,6,9,7,172.16 +3849,6,10,7,170.95 +3850,6,11,7,169.03 +3851,6,12,7,157.36 +3852,6,13,7,157.89000000000001 +3853,6,14,7,164.49 +3854,6,15,7,167.35999999999999 +3855,6,16,7,169.06 +3856,6,17,7,153.48 +3857,6,18,7,101.26 +3858,6,19,7,44.68 +3859,6,20,7,10.39 +3860,6,21,7,9.55 +3861,6,22,7,9.6 +3862,6,23,7,9.09 +3863,6,24,7,10.26 +3864,6,1,1,10.07 +3865,6,2,1,8.86 +3866,6,3,1,9.52 +3867,6,4,1,9.19 +3868,6,5,1,8.14 +3869,6,6,1,11.350000000000001 +3870,6,7,1,68.45 +3871,6,8,1,84.47 +3872,6,9,1,98.97999999999999 +3873,6,10,1,137.64 +3874,6,11,1,79.86 +3875,6,12,1,31.83 +3876,6,13,1,33.459999999999994 +3877,6,14,1,12.69 +3878,6,15,1,46.49 +3879,6,16,1,49.9 +3880,6,17,1,159.45 +3881,6,18,1,99.08 +3882,6,19,1,90.88 +3883,6,20,1,11.6 +3884,6,21,1,11.6 +3885,6,22,1,10.73 +3886,6,23,1,11.1 +3887,6,24,1,11.1 +3888,6,1,2,13.29 +3889,6,2,2,12.65 +3890,6,3,2,12.59 +3891,6,4,2,12.52 +3892,6,5,2,12.65 +3893,6,6,2,148.25 +3894,6,7,2,156.15 +3895,6,8,2,243.10000000000002 +3896,6,9,2,245.25 +3897,6,10,2,259.34000000000003 +3898,6,11,2,267.05 +3899,6,12,2,271.09 +3900,6,13,2,283.81 +3901,6,14,2,278.73 +3902,6,15,2,285.14 +3903,6,16,2,284.03 +3904,6,17,2,241.98000000000002 +3905,6,18,2,184.69 +3906,6,19,2,157.07 +3907,6,20,2,153.45 +3908,6,21,2,148.37 +3909,6,22,2,17.69 +3910,6,23,2,16.29 +3911,6,24,2,11.27 +3912,6,1,3,12.17 +3913,6,2,3,11.3 +3914,6,3,3,10.88 +3915,6,4,3,11.08 +3916,6,5,3,11.0 +3917,6,6,3,149.95999999999998 +3918,6,7,3,180.71 +3919,6,8,3,271.99 +3920,6,9,3,276.36 +3921,6,10,3,275.14 +3922,6,11,3,278.53000000000003 +3923,6,12,3,275.28 +3924,6,13,3,294.63 +3925,6,14,3,283.61 +3926,6,15,3,284.89 +3927,6,16,3,283.87 +3928,6,17,3,238.73000000000002 +3929,6,18,3,179.45 +3930,6,19,3,161.66 +3931,6,20,3,159.18 +3932,6,21,3,158.05 +3933,6,22,3,18.23 +3934,6,23,3,19.49 +3935,6,24,3,14.82 +3936,6,1,4,15.46 +3937,6,2,4,14.15 +3938,6,3,4,13.4 +3939,6,4,4,14.48 +3940,6,5,4,13.08 +3941,6,6,4,152.19 +3942,6,7,4,176.27 +3943,6,8,4,256.94 +3944,6,9,4,262.58000000000004 +3945,6,10,4,272.29 +3946,6,11,4,278.89 +3947,6,12,4,278.14 +3948,6,13,4,293.47 +3949,6,14,4,279.84999999999997 +3950,6,15,4,273.62 +3951,6,16,4,269.41 +3952,6,17,4,235.92000000000002 +3953,6,18,4,183.13 +3954,6,19,4,170.60000000000002 +3955,6,20,4,169.37 +3956,6,21,4,161.22 +3957,6,22,4,17.37 +3958,6,23,4,17.69 +3959,6,24,4,13.0 +3960,6,1,5,13.67 +3961,6,2,5,13.03 +3962,6,3,5,13.33 +3963,6,4,5,11.81 +3964,6,5,5,12.14 +3965,6,6,5,161.94 +3966,6,7,5,162.60999999999999 +3967,6,8,5,229.21 +3968,6,9,5,221.76 +3969,6,10,5,219.32 +3970,6,11,5,228.8 +3971,6,12,5,235.73999999999998 +3972,6,13,5,257.94 +3973,6,14,5,254.11 +3974,6,15,5,270.18 +3975,6,16,5,262.08 +3976,6,17,5,232.76000000000002 +3977,6,18,5,173.41 +3978,6,19,5,157.17 +3979,6,20,5,154.98 +3980,6,21,5,151.65 +3981,6,22,5,17.2 +3982,6,23,5,15.27 +3983,6,24,5,10.87 +3984,6,1,6,12.01 +3985,6,2,6,12.0 +3986,6,3,6,11.13 +3987,6,4,6,10.73 +3988,6,5,6,11.18 +3989,6,6,6,156.37 +3990,6,7,6,167.25 +3991,6,8,6,244.19 +3992,6,9,6,243.61 +3993,6,10,6,262.29 +3994,6,11,6,279.56 +3995,6,12,6,280.99 +3996,6,13,6,285.15 +3997,6,14,6,267.35 +3998,6,15,6,275.76 +3999,6,16,6,288.96 +4000,6,17,6,242.11 +4001,6,18,6,182.98 +4002,6,19,6,172.03 +4003,6,20,6,174.17000000000002 +4004,6,21,6,168.03000000000003 +4005,6,22,6,16.48 +4006,6,23,6,18.04 +4007,6,24,6,15.05 +4008,6,1,7,10.66 +4009,6,2,7,11.05 +4010,6,3,7,11.28 +4011,6,4,7,11.47 +4012,6,5,7,11.6 +4013,6,6,7,137.28 +4014,6,7,7,144.1 +4015,6,8,7,161.29999999999998 +4016,6,9,7,174.19 +4017,6,10,7,171.65 +4018,6,11,7,178.31 +4019,6,12,7,172.82999999999998 +4020,6,13,7,170.07 +4021,6,14,7,168.03 +4022,6,15,7,169.89000000000001 +4023,6,16,7,170.62 +4024,6,17,7,146.0 +4025,6,18,7,98.75999999999999 +4026,6,19,7,41.93 +4027,6,20,7,10.69 +4028,6,21,7,9.62 +4029,6,22,7,9.32 +4030,6,23,7,9.95 +4031,6,24,7,9.82 +4032,6,1,1,9.1 +4033,6,2,1,8.75 +4034,6,3,1,8.63 +4035,6,4,1,7.81 +4036,6,5,1,7.72 +4037,6,6,1,10.1 +4038,6,7,1,12.25 +4039,6,8,1,75.55 +4040,6,9,1,87.89999999999999 +4041,6,10,1,89.83 +4042,6,11,1,101.87 +4043,6,12,1,105.84 +4044,6,13,1,70.17999999999999 +4045,6,14,1,104.55 +4046,6,15,1,131.01 +4047,6,16,1,106.56 +4048,6,17,1,123.94 +4049,6,18,1,131.54 +4050,6,19,1,74.77 +4051,6,20,1,35.65 +4052,6,21,1,7.95 +4053,6,22,1,8.54 +4054,6,23,1,10.04 +4055,6,24,1,8.68 +4056,6,1,2,10.76 +4057,6,2,2,10.74 +4058,6,3,2,10.52 +4059,6,4,2,12.69 +4060,6,5,2,72.0 +4061,6,6,2,178.44 +4062,6,7,2,206.48 +4063,6,8,2,292.8 +4064,6,9,2,285.19 +4065,6,10,2,290.29 +4066,6,11,2,304.41 +4067,6,12,2,302.53 +4068,6,13,2,325.7 +4069,6,14,2,333.27 +4070,6,15,2,334.67 +4071,6,16,2,329.51 +4072,6,17,2,276.72 +4073,6,18,2,222.23000000000002 +4074,6,19,2,197.41 +4075,6,20,2,207.59 +4076,6,21,2,211.7 +4077,6,22,2,13.92 +4078,6,23,2,14.139999999999999 +4079,6,24,2,10.25 +4080,6,1,3,10.71 +4081,6,2,3,11.77 +4082,6,3,3,13.24 +4083,6,4,3,11.63 +4084,6,5,3,81.61 +4085,6,6,3,212.7 +4086,6,7,3,237.39999999999998 +4087,6,8,3,303.09 +4088,6,9,3,283.46 +4089,6,10,3,288.5 +4090,6,11,3,325.35 +4091,6,12,3,326.34000000000003 +4092,6,13,3,347.07 +4093,6,14,3,332.15000000000003 +4094,6,15,3,315.97 +4095,6,16,3,314.88 +4096,6,17,3,291.03 +4097,6,18,3,233.03 +4098,6,19,3,219.24 +4099,6,20,3,211.02999999999997 +4100,6,21,3,206.66 +4101,6,22,3,18.959999999999997 +4102,6,23,3,19.06 +4103,6,24,3,15.46 +4104,6,1,4,15.46 +4105,6,2,4,14.29 +4106,6,3,4,14.91 +4107,6,4,4,15.23 +4108,6,5,4,51.29 +4109,6,6,4,213.54 +4110,6,7,4,230.32999999999998 +4111,6,8,4,303.8 +4112,6,9,4,307.4 +4113,6,10,4,313.11 +4114,6,11,4,324.34000000000003 +4115,6,12,4,328.13 +4116,6,13,4,341.9 +4117,6,14,4,335.09 +4118,6,15,4,335.2 +4119,6,16,4,336.73 +4120,6,17,4,289.52 +4121,6,18,4,221.28 +4122,6,19,4,205.0 +4123,6,20,4,203.6 +4124,6,21,4,200.17000000000002 +4125,6,22,4,17.07 +4126,6,23,4,16.07 +4127,6,24,4,12.74 +4128,6,1,5,12.68 +4129,6,2,5,11.61 +4130,6,3,5,12.2 +4131,6,4,5,11.73 +4132,6,5,5,76.97 +4133,6,6,5,205.26999999999998 +4134,6,7,5,218.35999999999999 +4135,6,8,5,282.7 +4136,6,9,5,275.84000000000003 +4137,6,10,5,283.90999999999997 +4138,6,11,5,294.84 +4139,6,12,5,302.45 +4140,6,13,5,311.73 +4141,6,14,5,309.99 +4142,6,15,5,302.29 +4143,6,16,5,280.99 +4144,6,17,5,246.67000000000002 +4145,6,18,5,200.37 +4146,6,19,5,191.58 +4147,6,20,5,198.62 +4148,6,21,5,202.19 +4149,6,22,5,18.24 +4150,6,23,5,18.37 +4151,6,24,5,14.58 +4152,6,1,6,14.01 +4153,6,2,6,14.42 +4154,6,3,6,14.83 +4155,6,4,6,14.05 +4156,6,5,6,46.36 +4157,6,6,6,196.04 +4158,6,7,6,214.06 +4159,6,8,6,291.39 +4160,6,9,6,282.08 +4161,6,10,6,275.17 +4162,6,11,6,276.16 +4163,6,12,6,296.63 +4164,6,13,6,304.46 +4165,6,14,6,296.59 +4166,6,15,6,281.14 +4167,6,16,6,283.15 +4168,6,17,6,267.15999999999997 +4169,6,18,6,213.05 +4170,6,19,6,202.03 +4171,6,20,6,201.25 +4172,6,21,6,198.83 +4173,6,22,6,13.72 +4174,6,23,6,15.51 +4175,6,24,6,11.52 +4176,6,1,7,8.31 +4177,6,2,7,9.26 +4178,6,3,7,9.05 +4179,6,4,7,9.45 +4180,6,5,7,8.76 +4181,6,6,7,201.82 +4182,6,7,7,211.09 +4183,6,8,7,204.66 +4184,6,9,7,210.08999999999997 +4185,6,10,7,220.84 +4186,6,11,7,230.09 +4187,6,12,7,226.78 +4188,6,13,7,227.41000000000003 +4189,6,14,7,222.4 +4190,6,15,7,213.53 +4191,6,16,7,210.84 +4192,6,17,7,202.79 +4193,6,18,7,13.290000000000001 +4194,6,19,7,11.25 +4195,6,20,7,11.4 +4196,6,21,7,11.6 +4197,6,22,7,10.66 +4198,6,23,7,9.6 +4199,6,24,7,9.7 +4200,6,1,1,9.08 +4201,6,2,1,8.18 +4202,6,3,1,8.79 +4203,6,4,1,8.59 +4204,6,5,1,8.56 +4205,6,6,1,10.12 +4206,6,7,1,67.19 +4207,6,8,1,110.83 +4208,6,9,1,135.28 +4209,6,10,1,117.24 +4210,6,11,1,103.52 +4211,6,12,1,124.31 +4212,6,13,1,121.41 +4213,6,14,1,87.18 +4214,6,15,1,142.60999999999999 +4215,6,16,1,144.70999999999998 +4216,6,17,1,104.25 +4217,6,18,1,142.08 +4218,6,19,1,136.47 +4219,6,20,1,68.07 +4220,6,21,1,32.21 +4221,6,22,1,11.6 +4222,6,23,1,11.6 +4223,6,24,1,10.51 +4224,6,1,2,13.62 +4225,6,2,2,13.96 +4226,6,3,2,14.4 +4227,6,4,2,13.87 +4228,6,5,2,14.67 +4229,6,6,2,158.95 +4230,6,7,2,175.54999999999998 +4231,6,8,2,274.33 +4232,6,9,2,275.16 +4233,6,10,2,282.31 +4234,6,11,2,294.4 +4235,6,12,2,297.93 +4236,6,13,2,305.58 +4237,6,14,2,298.57 +4238,6,15,2,298.56 +4239,6,16,2,313.8 +4240,6,17,2,269.3 +4241,6,18,2,210.39 +4242,6,19,2,182.37 +4243,6,20,2,166.24 +4244,6,21,2,156.4 +4245,6,22,2,18.84 +4246,6,23,2,17.169999999999998 +4247,6,24,2,13.05 +4248,6,1,3,13.63 +4249,6,2,3,13.74 +4250,6,3,3,12.68 +4251,6,4,3,11.26 +4252,6,5,3,11.16 +4253,6,6,3,150.85 +4254,6,7,3,165.77 +4255,6,8,3,240.98 +4256,6,9,3,236.89 +4257,6,10,3,246.93 +4258,6,11,3,256.48 +4259,6,12,3,265.77 +4260,6,13,3,270.29 +4261,6,14,3,259.54999999999995 +4262,6,15,3,262.18 +4263,6,16,3,263.07 +4264,6,17,3,224.96 +4265,6,18,3,167.01999999999998 +4266,6,19,3,167.82000000000002 +4267,6,20,3,169.9 +4268,6,21,3,161.32 +4269,6,22,3,19.52 +4270,6,23,3,19.46 +4271,6,24,3,14.71 +4272,6,1,4,13.94 +4273,6,2,4,15.0 +4274,6,3,4,14.2 +4275,6,4,4,14.64 +4276,6,5,4,14.02 +4277,6,6,4,162.41 +4278,6,7,4,170.93 +4279,6,8,4,239.23000000000002 +4280,6,9,4,245.21 +4281,6,10,4,246.94 +4282,6,11,4,252.43 +4283,6,12,4,256.4 +4284,6,13,4,268.78999999999996 +4285,6,14,4,251.76 +4286,6,15,4,258.3 +4287,6,16,4,255.03 +4288,6,17,4,222.48 +4289,6,18,4,190.02 +4290,6,19,4,190.8 +4291,6,20,4,187.48000000000002 +4292,6,21,4,176.85 +4293,6,22,4,17.48 +4294,6,23,4,16.42 +4295,6,24,4,12.81 +4296,6,1,5,11.19 +4297,6,2,5,12.93 +4298,6,3,5,12.63 +4299,6,4,5,12.21 +4300,6,5,5,13.39 +4301,6,6,5,169.07 +4302,6,7,5,174.74 +4303,6,8,5,260.48 +4304,6,9,5,250.13 +4305,6,10,5,253.38 +4306,6,11,5,267.14 +4307,6,12,5,261.74 +4308,6,13,5,271.64 +4309,6,14,5,273.57 +4310,6,15,5,282.40999999999997 +4311,6,16,5,292.09 +4312,6,17,5,247.62 +4313,6,18,5,182.66 +4314,6,19,5,165.59 +4315,6,20,5,161.12 +4316,6,21,5,154.35 +4317,6,22,5,19.5 +4318,6,23,5,19.54 +4319,6,24,5,15.1 +4320,6,1,6,15.46 +4321,6,2,6,15.46 +4322,6,3,6,15.0 +4323,6,4,6,15.4 +4324,6,5,6,15.46 +4325,6,6,6,138.13 +4326,6,7,6,152.48000000000002 +4327,6,8,6,240.16 +4328,6,9,6,243.01999999999998 +4329,6,10,6,245.42 +4330,6,11,6,256.5 +4331,6,12,6,261.64 +4332,6,13,6,267.96999999999997 +4333,6,14,6,268.37 +4334,6,15,6,272.39 +4335,6,16,6,278.3 +4336,6,17,6,238.57999999999998 +4337,6,18,6,181.26999999999998 +4338,6,19,6,156.31 +4339,6,20,6,144.04 +4340,6,21,6,137.56 +4341,6,22,6,13.989999999999998 +4342,6,23,6,15.0 +4343,6,24,6,12.49 +4344,7,1,7,10.01 +4345,7,2,7,8.82 +4346,7,3,7,9.61 +4347,7,4,7,9.11 +4348,7,5,7,8.78 +4349,7,6,7,153.1 +4350,7,7,7,149.57 +4351,7,8,7,163.45 +4352,7,9,7,168.95000000000002 +4353,7,10,7,169.53 +4354,7,11,7,179.22000000000003 +4355,7,12,7,170.23000000000002 +4356,7,13,7,175.54 +4357,7,14,7,183.29000000000002 +4358,7,15,7,190.51 +4359,7,16,7,195.07999999999998 +4360,7,17,7,159.13 +4361,7,18,7,114.07000000000001 +4362,7,19,7,113.94999999999999 +4363,7,20,7,9.33 +4364,7,21,7,32.71 +4365,7,22,7,9.59 +4366,7,23,7,9.97 +4367,7,24,7,9.51 +4368,7,1,1,9.06 +4369,7,2,1,9.26 +4370,7,3,1,10.11 +4371,7,4,1,8.81 +4372,7,5,1,8.97 +4373,7,6,1,11.81 +4374,7,7,1,55.5 +4375,7,8,1,98.82 +4376,7,9,1,112.99 +4377,7,10,1,88.43 +4378,7,11,1,102.83999999999999 +4379,7,12,1,117.28999999999999 +4380,7,13,1,91.69 +4381,7,14,1,102.84 +4382,7,15,1,124.61 +4383,7,16,1,103.36 +4384,7,17,1,120.44 +4385,7,18,1,129.19 +4386,7,19,1,98.25 +4387,7,20,1,61.45 +4388,7,21,1,63.7 +4389,7,22,1,8.85 +4390,7,23,1,39.03 +4391,7,24,1,9.17 +4392,7,1,2,12.73 +4393,7,2,2,12.78 +4394,7,3,2,12.16 +4395,7,4,2,12.37 +4396,7,5,2,84.27 +4397,7,6,2,212.95000000000002 +4398,7,7,2,228.9 +4399,7,8,2,297.93 +4400,7,9,2,286.55 +4401,7,10,2,294.75 +4402,7,11,2,298.15999999999997 +4403,7,12,2,319.77 +4404,7,13,2,323.33000000000004 +4405,7,14,2,318.59 +4406,7,15,2,318.18 +4407,7,16,2,328.40999999999997 +4408,7,17,2,294.44 +4409,7,18,2,235.55 +4410,7,19,2,216.88 +4411,7,20,2,204.78 +4412,7,21,2,193.19 +4413,7,22,2,13.25 +4414,7,23,2,16.27 +4415,7,24,2,12.91 +4416,7,1,8,10.25 +4417,7,2,8,10.66 +4418,7,3,8,11.36 +4419,7,4,8,11.36 +4420,7,5,8,10.47 +4421,7,6,8,13.12 +4422,7,7,8,12.48 +4423,7,8,8,13.67 +4424,7,9,8,65.55 +4425,7,10,8,81.39 +4426,7,11,8,104.92 +4427,7,12,8,95.09 +4428,7,13,8,78.97 +4429,7,14,8,77.04 +4430,7,15,8,112.12 +4431,7,16,8,93.46000000000001 +4432,7,17,8,56.26 +4433,7,18,8,35.03 +4434,7,19,8,9.93 +4435,7,20,8,9.92 +4436,7,21,8,9.2 +4437,7,22,8,9.67 +4438,7,23,8,10.13 +4439,7,24,8,9.98 +4440,7,1,4,14.29 +4441,7,2,4,15.16 +4442,7,3,4,14.7 +4443,7,4,4,15.29 +4444,7,5,4,15.46 +4445,7,6,4,148.96 +4446,7,7,4,155.94 +4447,7,8,4,246.43 +4448,7,9,4,251.93 +4449,7,10,4,262.57 +4450,7,11,4,288.08 +4451,7,12,4,278.34000000000003 +4452,7,13,4,292.42 +4453,7,14,4,276.98 +4454,7,15,4,263.45 +4455,7,16,4,265.33 +4456,7,17,4,231.09 +4457,7,18,4,186.24 +4458,7,19,4,169.37 +4459,7,20,4,161.65 +4460,7,21,4,161.07000000000002 +4461,7,22,4,17.77 +4462,7,23,4,15.75 +4463,7,24,4,12.89 +4464,7,1,5,13.61 +4465,7,2,5,14.63 +4466,7,3,5,14.87 +4467,7,4,5,13.99 +4468,7,5,5,13.27 +4469,7,6,5,165.93 +4470,7,7,5,170.7 +4471,7,8,5,239.72000000000003 +4472,7,9,5,237.29000000000002 +4473,7,10,5,231.61 +4474,7,11,5,257.61 +4475,7,12,5,279.73 +4476,7,13,5,280.83000000000004 +4477,7,14,5,268.5 +4478,7,15,5,265.5 +4479,7,16,5,277.03999999999996 +4480,7,17,5,258.44 +4481,7,18,5,202.68 +4482,7,19,5,184.14000000000001 +4483,7,20,5,167.01 +4484,7,21,5,160.27 +4485,7,22,5,17.52 +4486,7,23,5,18.75 +4487,7,24,5,13.89 +4488,7,1,6,12.67 +4489,7,2,6,12.88 +4490,7,3,6,11.67 +4491,7,4,6,10.48 +4492,7,5,6,11.59 +4493,7,6,6,159.76 +4494,7,7,6,166.09 +4495,7,8,6,241.66 +4496,7,9,6,245.52 +4497,7,10,6,256.41 +4498,7,11,6,272.21000000000004 +4499,7,12,6,271.61 +4500,7,13,6,286.12 +4501,7,14,6,288.76 +4502,7,15,6,291.77 +4503,7,16,6,305.05 +4504,7,17,6,272.64 +4505,7,18,6,228.81 +4506,7,19,6,203.24 +4507,7,20,6,179.18 +4508,7,21,6,169.33 +4509,7,22,6,16.96 +4510,7,23,6,17.34 +4511,7,24,6,13.32 +4512,7,1,7,9.62 +4513,7,2,7,10.07 +4514,7,3,7,10.39 +4515,7,4,7,9.17 +4516,7,5,7,8.84 +4517,7,6,7,157.53 +4518,7,7,7,163.02 +4519,7,8,7,180.21 +4520,7,9,7,195.12 +4521,7,10,7,208.36 +4522,7,11,7,215.67 +4523,7,12,7,206.93 +4524,7,13,7,204.52 +4525,7,14,7,210.38 +4526,7,15,7,211.89000000000001 +4527,7,16,7,202.37 +4528,7,17,7,167.35999999999999 +4529,7,18,7,102.28 +4530,7,19,7,122.94 +4531,7,20,7,11.39 +4532,7,21,7,10.46 +4533,7,22,7,10.35 +4534,7,23,7,9.73 +4535,7,24,7,10.28 +4536,7,1,1,11.05 +4537,7,2,1,11.07 +4538,7,3,1,11.55 +4539,7,4,1,11.18 +4540,7,5,1,11.35 +4541,7,6,1,14.67 +4542,7,7,1,103.72 +4543,7,8,1,135.63 +4544,7,9,1,113.19999999999999 +4545,7,10,1,126.22 +4546,7,11,1,137.28 +4547,7,12,1,108.00999999999999 +4548,7,13,1,121.1 +4549,7,14,1,136.63 +4550,7,15,1,111.01 +4551,7,16,1,127.47999999999999 +4552,7,17,1,140.69 +4553,7,18,1,106.87 +4554,7,19,1,118.47 +4555,7,20,1,105.03999999999999 +4556,7,21,1,17.59 +4557,7,22,1,47.79 +4558,7,23,1,11.25 +4559,7,24,1,11.6 +4560,7,1,2,15.46 +4561,7,2,2,15.46 +4562,7,3,2,15.46 +4563,7,4,2,15.46 +4564,7,5,2,60.17 +4565,7,6,2,149.42000000000002 +4566,7,7,2,178.51999999999998 +4567,7,8,2,279.78999999999996 +4568,7,9,2,274.55 +4569,7,10,2,275.28 +4570,7,11,2,286.94 +4571,7,12,2,280.32 +4572,7,13,2,293.32 +4573,7,14,2,296.81 +4574,7,15,2,298.15999999999997 +4575,7,16,2,299.36 +4576,7,17,2,255.55 +4577,7,18,2,205.46 +4578,7,19,2,184.21 +4579,7,20,2,161.17000000000002 +4580,7,21,2,153.12 +4581,7,22,2,15.58 +4582,7,23,2,16.53 +4583,7,24,2,13.89 +4584,7,1,3,14.72 +4585,7,2,3,13.04 +4586,7,3,3,11.37 +4587,7,4,3,11.5 +4588,7,5,3,11.47 +4589,7,6,3,158.97 +4590,7,7,3,170.55 +4591,7,8,3,252.57000000000002 +4592,7,9,3,262.62 +4593,7,10,3,259.96000000000004 +4594,7,11,3,268.13 +4595,7,12,3,280.38 +4596,7,13,3,305.48 +4597,7,14,3,306.74 +4598,7,15,3,305.99 +4599,7,16,3,315.27000000000004 +4600,7,17,3,284.7 +4601,7,18,3,235.63 +4602,7,19,3,204.04 +4603,7,20,3,182.07 +4604,7,21,3,172.55999999999997 +4605,7,22,3,16.669999999999998 +4606,7,23,3,17.49 +4607,7,24,3,14.06 +4608,7,1,4,12.31 +4609,7,2,4,11.3 +4610,7,3,4,12.31 +4611,7,4,4,11.97 +4612,7,5,4,38.24 +4613,7,6,4,177.31 +4614,7,7,4,194.43 +4615,7,8,4,289.91999999999996 +4616,7,9,4,296.17 +4617,7,10,4,298.59000000000003 +4618,7,11,4,304.4 +4619,7,12,4,300.04 +4620,7,13,4,312.71 +4621,7,14,4,308.32 +4622,7,15,4,297.40999999999997 +4623,7,16,4,302.53 +4624,7,17,4,259.91 +4625,7,18,4,197.24 +4626,7,19,4,192.04 +4627,7,20,4,187.63 +4628,7,21,4,182.21 +4629,7,22,4,14.870000000000001 +4630,7,23,4,15.68 +4631,7,24,4,13.08 +4632,7,1,5,12.03 +4633,7,2,5,13.27 +4634,7,3,5,12.9 +4635,7,4,5,12.21 +4636,7,5,5,11.65 +4637,7,6,5,173.36 +4638,7,7,5,183.35 +4639,7,8,5,251.99 +4640,7,9,5,251.23000000000002 +4641,7,10,5,257.97 +4642,7,11,5,281.04 +4643,7,12,5,291.29 +4644,7,13,5,303.32 +4645,7,14,5,293.02 +4646,7,15,5,301.41 +4647,7,16,5,316.89 +4648,7,17,5,278.87 +4649,7,18,5,219.81 +4650,7,19,5,181.53 +4651,7,20,5,175.0 +4652,7,21,5,166.74 +4653,7,22,5,16.69 +4654,7,23,5,17.47 +4655,7,24,5,13.06 +4656,7,1,6,13.98 +4657,7,2,6,13.98 +4658,7,3,6,14.55 +4659,7,4,6,12.99 +4660,7,5,6,12.67 +4661,7,6,6,138.92 +4662,7,7,6,155.62 +4663,7,8,6,240.79999999999998 +4664,7,9,6,231.56 +4665,7,10,6,241.11 +4666,7,11,6,247.14999999999998 +4667,7,12,6,247.36 +4668,7,13,6,254.45 +4669,7,14,6,253.91 +4670,7,15,6,258.47 +4671,7,16,6,267.95 +4672,7,17,6,238.33999999999997 +4673,7,18,6,181.9 +4674,7,19,6,153.36 +4675,7,20,6,148.4 +4676,7,21,6,145.31 +4677,7,22,6,16.59 +4678,7,23,6,17.17 +4679,7,24,6,12.11 +4680,7,1,7,8.33 +4681,7,2,7,8.03 +4682,7,3,7,9.56 +4683,7,4,7,9.27 +4684,7,5,7,9.31 +4685,7,6,7,156.15 +4686,7,7,7,161.51000000000002 +4687,7,8,7,166.92000000000002 +4688,7,9,7,175.79 +4689,7,10,7,183.37 +4690,7,11,7,188.19 +4691,7,12,7,184.35999999999999 +4692,7,13,7,185.05 +4693,7,14,7,180.24 +4694,7,15,7,174.42000000000002 +4695,7,16,7,181.3 +4696,7,17,7,176.55999999999997 +4697,7,18,7,15.0 +4698,7,19,7,11.6 +4699,7,20,7,11.6 +4700,7,21,7,11.6 +4701,7,22,7,10.91 +4702,7,23,7,11.6 +4703,7,24,7,11.6 +4704,7,1,1,10.75 +4705,7,2,1,9.5 +4706,7,3,1,8.63 +4707,7,4,1,9.69 +4708,7,5,1,8.88 +4709,7,6,1,12.86 +4710,7,7,1,83.05 +4711,7,8,1,105.3 +4712,7,9,1,137.52 +4713,7,10,1,123.23 +4714,7,11,1,104.67 +4715,7,12,1,116.06 +4716,7,13,1,92.97 +4717,7,14,1,67.84 +4718,7,15,1,62.4 +4719,7,16,1,11.98 +4720,7,17,1,10.549999999999999 +4721,7,18,1,7.76 +4722,7,19,1,8.41 +4723,7,20,1,7.94 +4724,7,21,1,8.47 +4725,7,22,1,9.9 +4726,7,23,1,10.17 +4727,7,24,1,8.96 +4728,7,1,2,11.34 +4729,7,2,2,11.79 +4730,7,3,2,13.09 +4731,7,4,2,14.22 +4732,7,5,2,14.81 +4733,7,6,2,189.64 +4734,7,7,2,202.56 +4735,7,8,2,292.9 +4736,7,9,2,292.25 +4737,7,10,2,293.0 +4738,7,11,2,292.61 +4739,7,12,2,288.02 +4740,7,13,2,313.95 +4741,7,14,2,304.01 +4742,7,15,2,287.14 +4743,7,16,2,284.05 +4744,7,17,2,236.37 +4745,7,18,2,191.81 +4746,7,19,2,181.81 +4747,7,20,2,177.26 +4748,7,21,2,170.18 +4749,7,22,2,15.16 +4750,7,23,2,14.1 +4751,7,24,2,12.65 +4752,7,1,3,12.22 +4753,7,2,3,11.38 +4754,7,3,3,11.34 +4755,7,4,3,12.48 +4756,7,5,3,11.06 +4757,7,6,3,194.34 +4758,7,7,3,216.28 +4759,7,8,3,280.07 +4760,7,9,3,273.37 +4761,7,10,3,294.66 +4762,7,11,3,304.32 +4763,7,12,3,302.48 +4764,7,13,3,317.0 +4765,7,14,3,295.26 +4766,7,15,3,278.88 +4767,7,16,3,279.14 +4768,7,17,3,259.16 +4769,7,18,3,207.07999999999998 +4770,7,19,3,205.35000000000002 +4771,7,20,3,197.49 +4772,7,21,3,200.38 +4773,7,22,3,16.61 +4774,7,23,3,16.7 +4775,7,24,3,11.71 +4776,7,1,4,10.88 +4777,7,2,4,10.41 +4778,7,3,4,11.19 +4779,7,4,4,11.25 +4780,7,5,4,11.62 +4781,7,6,4,211.21 +4782,7,7,4,234.42000000000002 +4783,7,8,4,308.03 +4784,7,9,4,300.15 +4785,7,10,4,298.43 +4786,7,11,4,302.78000000000003 +4787,7,12,4,307.03999999999996 +4788,7,13,4,316.58000000000004 +4789,7,14,4,295.64 +4790,7,15,4,316.02 +4791,7,16,4,318.69 +4792,7,17,4,268.53000000000003 +4793,7,18,4,222.76 +4794,7,19,4,207.25 +4795,7,20,4,207.18 +4796,7,21,4,197.53 +4797,7,22,4,14.77 +4798,7,23,4,13.7 +4799,7,24,4,10.35 +4800,7,1,5,10.49 +4801,7,2,5,10.71 +4802,7,3,5,10.14 +4803,7,4,5,11.09 +4804,7,5,5,41.96 +4805,7,6,5,188.79999999999998 +4806,7,7,5,194.42000000000002 +4807,7,8,5,264.61 +4808,7,9,5,261.09000000000003 +4809,7,10,5,258.17 +4810,7,11,5,266.96 +4811,7,12,5,262.64 +4812,7,13,5,264.94 +4813,7,14,5,252.76999999999998 +4814,7,15,5,273.15 +4815,7,16,5,291.48 +4816,7,17,5,250.9 +4817,7,18,5,180.53 +4818,7,19,5,164.58 +4819,7,20,5,162.89 +4820,7,21,5,159.9 +4821,7,22,5,15.719999999999999 +4822,7,23,5,14.209999999999999 +4823,7,24,5,12.29 +4824,7,1,6,12.95 +4825,7,2,6,11.74 +4826,7,3,6,12.96 +4827,7,4,6,14.25 +4828,7,5,6,13.8 +4829,7,6,6,182.26 +4830,7,7,6,206.18 +4831,7,8,6,281.64 +4832,7,9,6,269.89 +4833,7,10,6,281.54 +4834,7,11,6,292.81 +4835,7,12,6,301.94 +4836,7,13,6,333.60999999999996 +4837,7,14,6,320.46 +4838,7,15,6,305.99 +4839,7,16,6,313.46 +4840,7,17,6,313.5 +4841,7,18,6,272.61 +4842,7,19,6,226.19 +4843,7,20,6,211.60000000000002 +4844,7,21,6,206.78 +4845,7,22,6,16.66 +4846,7,23,6,15.58 +4847,7,24,6,13.5 +4848,7,1,7,9.27 +4849,7,2,7,9.62 +4850,7,3,7,9.08 +4851,7,4,7,8.53 +4852,7,5,7,8.79 +4853,7,6,7,203.24 +4854,7,7,7,234.0 +4855,7,8,7,261.77 +4856,7,9,7,278.74 +4857,7,10,7,284.15999999999997 +4858,7,11,7,288.7 +4859,7,12,7,272.09 +4860,7,13,7,271.66 +4861,7,14,7,265.23 +4862,7,15,7,250.8 +4863,7,16,7,236.39000000000001 +4864,7,17,7,213.35 +4865,7,18,7,65.37 +4866,7,19,7,17.05 +4867,7,20,7,24.28 +4868,7,21,7,8.02 +4869,7,22,7,7.56 +4870,7,23,7,8.62 +4871,7,24,7,8.22 +4872,7,1,1,9.82 +4873,7,2,1,10.53 +4874,7,3,1,11.16 +4875,7,4,1,11.54 +4876,7,5,1,11.6 +4877,7,6,1,18.84 +4878,7,7,1,134.06 +4879,7,8,1,129.43 +4880,7,9,1,119.64 +4881,7,10,1,146.45000000000002 +4882,7,11,1,128.98 +4883,7,12,1,118.33 +4884,7,13,1,145.64 +4885,7,14,1,128.54 +4886,7,15,1,113.55000000000001 +4887,7,16,1,137.96 +4888,7,17,1,121.03 +4889,7,18,1,104.39 +4890,7,19,1,40.35 +4891,7,20,1,37.11 +4892,7,21,1,38.010000000000005 +4893,7,22,1,9.42 +4894,7,23,1,9.14 +4895,7,24,1,9.12 +4896,7,1,2,10.86 +4897,7,2,2,10.62 +4898,7,3,2,10.72 +4899,7,4,2,12.97 +4900,7,5,2,11.93 +4901,7,6,2,182.17 +4902,7,7,2,215.35 +4903,7,8,2,318.36 +4904,7,9,2,304.94 +4905,7,10,2,309.79 +4906,7,11,2,316.69 +4907,7,12,2,320.17999999999995 +4908,7,13,2,331.49 +4909,7,14,2,327.93 +4910,7,15,2,337.23 +4911,7,16,2,340.35999999999996 +4912,7,17,2,294.06 +4913,7,18,2,235.57 +4914,7,19,2,201.85999999999999 +4915,7,20,2,201.28 +4916,7,21,2,199.98000000000002 +4917,7,22,2,18.73 +4918,7,23,2,17.32 +4919,7,24,2,13.83 +4920,7,1,3,13.39 +4921,7,2,3,14.13 +4922,7,3,3,12.85 +4923,7,4,3,12.67 +4924,7,5,3,73.46 +4925,7,6,3,186.42000000000002 +4926,7,7,3,193.4 +4927,7,8,3,269.52 +4928,7,9,3,267.2 +4929,7,10,3,271.91 +4930,7,11,3,279.49 +4931,7,12,3,279.01 +4932,7,13,3,297.23 +4933,7,14,3,306.74 +4934,7,15,3,292.45 +4935,7,16,3,295.28 +4936,7,17,3,273.48 +4937,7,18,3,209.23000000000002 +4938,7,19,3,194.4 +4939,7,20,3,189.35000000000002 +4940,7,21,3,178.43 +4941,7,22,3,19.580000000000002 +4942,7,23,3,18.44 +4943,7,24,3,14.97 +4944,7,1,4,13.37 +4945,7,2,4,14.14 +4946,7,3,4,12.45 +4947,7,4,4,12.36 +4948,7,5,4,12.04 +4949,7,6,4,156.08 +4950,7,7,4,159.51000000000002 +4951,7,8,4,228.10000000000002 +4952,7,9,4,229.87 +4953,7,10,4,232.65 +4954,7,11,4,255.39 +4955,7,12,4,261.02 +4956,7,13,4,262.22 +4957,7,14,4,255.65 +4958,7,15,4,256.82 +4959,7,16,4,276.52 +4960,7,17,4,244.34 +4961,7,18,4,182.73999999999998 +4962,7,19,4,159.31 +4963,7,20,4,163.38 +4964,7,21,4,162.94 +4965,7,22,4,15.940000000000001 +4966,7,23,4,14.93 +4967,7,24,4,12.98 +4968,7,1,5,14.3 +4969,7,2,5,14.41 +4970,7,3,5,14.53 +4971,7,4,5,13.29 +4972,7,5,5,11.86 +4973,7,6,5,187.24 +4974,7,7,5,196.11 +4975,7,8,5,275.85 +4976,7,9,5,288.49 +4977,7,10,5,286.98 +4978,7,11,5,300.84 +4979,7,12,5,309.09999999999997 +4980,7,13,5,325.93 +4981,7,14,5,317.74 +4982,7,15,5,298.09 +4983,7,16,5,298.05 +4984,7,17,5,269.24 +4985,7,18,5,208.63 +4986,7,19,5,194.35999999999999 +4987,7,20,5,192.15 +4988,7,21,5,191.6 +4989,7,22,5,16.47 +4990,7,23,5,16.060000000000002 +4991,7,24,5,11.45 +4992,7,1,6,12.73 +4993,7,2,6,12.93 +4994,7,3,6,11.28 +4995,7,4,6,10.69 +4996,7,5,6,10.99 +4997,7,6,6,179.48999999999998 +4998,7,7,6,185.25 +4999,7,8,6,263.75 +5000,7,9,6,267.14 +5001,7,10,6,264.59 +5002,7,11,6,280.68 +5003,7,12,6,281.1 +5004,7,13,6,303.93 +5005,7,14,6,296.03999999999996 +5006,7,15,6,299.12 +5007,7,16,6,311.85 +5008,7,17,6,270.09 +5009,7,18,6,214.18 +5010,7,19,6,180.84 +5011,7,20,6,176.98000000000002 +5012,7,21,6,176.73000000000002 +5013,7,22,6,17.209999999999997 +5014,7,23,6,15.610000000000001 +5015,7,24,6,13.25 +5016,7,1,7,9.75 +5017,7,2,7,9.15 +5018,7,3,7,8.97 +5019,7,4,7,9.86 +5020,7,5,7,10.18 +5021,7,6,7,172.07 +5022,7,7,7,180.02 +5023,7,8,7,207.9 +5024,7,9,7,222.5 +5025,7,10,7,227.23 +5026,7,11,7,234.09000000000003 +5027,7,12,7,225.32999999999998 +5028,7,13,7,221.34 +5029,7,14,7,222.39000000000001 +5030,7,15,7,219.85000000000002 +5031,7,16,7,214.28 +5032,7,17,7,178.11 +5033,7,18,7,89.92 +5034,7,19,7,36.42 +5035,7,20,7,9.79 +5036,7,21,7,9.16 +5037,7,22,7,9.33 +5038,7,23,7,9.7 +5039,7,24,7,9.58 +5040,7,1,1,9.39 +5041,7,2,1,8.9 +5042,7,3,1,9.68 +5043,7,4,1,9.81 +5044,7,5,1,8.51 +5045,7,6,1,10.47 +5046,7,7,1,31.549999999999997 +5047,7,8,1,83.67 +5048,7,9,1,92.39 +5049,7,10,1,115.43 +5050,7,11,1,103.75 +5051,7,12,1,84.75999999999999 +5052,7,13,1,120.7 +5053,7,14,1,115.02 +5054,7,15,1,104.38 +5055,7,16,1,127.89 +5056,7,17,1,109.37 +5057,7,18,1,79.36 +5058,7,19,1,65.22 +5059,7,20,1,33.45 +5060,7,21,1,9.23 +5061,7,22,1,8.93 +5062,7,23,1,9.9 +5063,7,24,1,9.87 +5064,7,1,2,12.42 +5065,7,2,2,12.77 +5066,7,3,2,13.44 +5067,7,4,2,12.35 +5068,7,5,2,13.49 +5069,7,6,2,151.35 +5070,7,7,2,165.13 +5071,7,8,2,256.29 +5072,7,9,2,262.57 +5073,7,10,2,268.39 +5074,7,11,2,283.88 +5075,7,12,2,287.88 +5076,7,13,2,298.62 +5077,7,14,2,299.56 +5078,7,15,2,299.66 +5079,7,16,2,308.51 +5080,7,17,2,261.28 +5081,7,18,2,200.95000000000002 +5082,7,19,2,166.75 +5083,7,20,2,161.95 +5084,7,21,2,156.82 +5085,7,22,2,19.46 +5086,7,23,2,19.52 +5087,7,24,2,15.46 +5088,8,1,3,14.79 +5089,8,2,3,13.96 +5090,8,3,3,13.44 +5091,8,4,3,14.16 +5092,8,5,3,13.56 +5093,8,6,3,144.24 +5094,8,7,3,154.62 +5095,8,8,3,249.01999999999998 +5096,8,9,3,249.06 +5097,8,10,3,257.44 +5098,8,11,3,268.81 +5099,8,12,3,266.24 +5100,8,13,3,287.88 +5101,8,14,3,281.49 +5102,8,15,3,283.81 +5103,8,16,3,294.83 +5104,8,17,3,245.07999999999998 +5105,8,18,3,181.65 +5106,8,19,3,151.32 +5107,8,20,3,147.14 +5108,8,21,3,145.13 +5109,8,22,3,16.23 +5110,8,23,3,14.49 +5111,8,24,3,12.77 +5112,8,1,4,13.92 +5113,8,2,4,14.91 +5114,8,3,4,14.39 +5115,8,4,4,15.22 +5116,8,5,4,15.46 +5117,8,6,4,147.79999999999998 +5118,8,7,4,157.3 +5119,8,8,4,247.73 +5120,8,9,4,244.74 +5121,8,10,4,251.79 +5122,8,11,4,276.25 +5123,8,12,4,270.23 +5124,8,13,4,284.65 +5125,8,14,4,280.67 +5126,8,15,4,283.75 +5127,8,16,4,286.1 +5128,8,17,4,245.42 +5129,8,18,4,180.48000000000002 +5130,8,19,4,167.3 +5131,8,20,4,164.66 +5132,8,21,4,158.0 +5133,8,22,4,16.98 +5134,8,23,4,17.24 +5135,8,24,4,13.03 +5136,8,1,5,13.32 +5137,8,2,5,11.77 +5138,8,3,5,13.52 +5139,8,4,5,14.71 +5140,8,5,5,13.82 +5141,8,6,5,179.29999999999998 +5142,8,7,5,183.93 +5143,8,8,5,258.12 +5144,8,9,5,259.31 +5145,8,10,5,264.42 +5146,8,11,5,276.12 +5147,8,12,5,266.14 +5148,8,13,5,260.46000000000004 +5149,8,14,5,263.93 +5150,8,15,5,263.94 +5151,8,16,5,259.56 +5152,8,17,5,225.34 +5153,8,18,5,180.82999999999998 +5154,8,19,5,173.94 +5155,8,20,5,167.85000000000002 +5156,8,21,5,156.85 +5157,8,22,5,15.059999999999999 +5158,8,23,5,17.05 +5159,8,24,5,12.28 +5160,8,1,6,13.29 +5161,8,2,6,12.9 +5162,8,3,6,11.97 +5163,8,4,6,11.08 +5164,8,5,6,12.18 +5165,8,6,6,138.67 +5166,8,7,6,144.72 +5167,8,8,6,208.73000000000002 +5168,8,9,6,201.39999999999998 +5169,8,10,6,209.61 +5170,8,11,6,220.7 +5171,8,12,6,225.34 +5172,8,13,6,234.93 +5173,8,14,6,242.05 +5174,8,15,6,248.39 +5175,8,16,6,251.03 +5176,8,17,6,210.28 +5177,8,18,6,151.94 +5178,8,19,6,138.17000000000002 +5179,8,20,6,141.12 +5180,8,21,6,138.5 +5181,8,22,6,13.96 +5182,8,23,6,13.93 +5183,8,24,6,12.24 +5184,8,1,7,9.41 +5185,8,2,7,9.05 +5186,8,3,7,8.25 +5187,8,4,7,7.79 +5188,8,5,7,9.09 +5189,8,6,7,139.44 +5190,8,7,7,143.85 +5191,8,8,7,153.65 +5192,8,9,7,166.52 +5193,8,10,7,188.4 +5194,8,11,7,199.6 +5195,8,12,7,193.25 +5196,8,13,7,189.98 +5197,8,14,7,187.08 +5198,8,15,7,176.28 +5199,8,16,7,185.33 +5200,8,17,7,166.26 +5201,8,18,7,13.17 +5202,8,19,7,9.61 +5203,8,20,7,8.44 +5204,8,21,7,9.29 +5205,8,22,7,8.13 +5206,8,23,7,7.72 +5207,8,24,7,8.85 +5208,8,1,1,8.92 +5209,8,2,1,9.75 +5210,8,3,1,8.94 +5211,8,4,1,8.64 +5212,8,5,1,9.14 +5213,8,6,1,12.76 +5214,8,7,1,64.28 +5215,8,8,1,82.35 +5216,8,9,1,121.76 +5217,8,10,1,119.35 +5218,8,11,1,81.61 +5219,8,12,1,109.12 +5220,8,13,1,121.09 +5221,8,14,1,86.32000000000001 +5222,8,15,1,119.82000000000001 +5223,8,16,1,116.47000000000001 +5224,8,17,1,80.44999999999999 +5225,8,18,1,46.62 +5226,8,19,1,10.86 +5227,8,20,1,11.6 +5228,8,21,1,11.33 +5229,8,22,1,11.27 +5230,8,23,1,11.6 +5231,8,24,1,11.09 +5232,8,1,2,15.46 +5233,8,2,2,14.05 +5234,8,3,2,14.64 +5235,8,4,2,13.56 +5236,8,5,2,12.99 +5237,8,6,2,149.51999999999998 +5238,8,7,2,165.34 +5239,8,8,2,244.81 +5240,8,9,2,244.96 +5241,8,10,2,252.93 +5242,8,11,2,271.26 +5243,8,12,2,275.09000000000003 +5244,8,13,2,306.06 +5245,8,14,2,281.76 +5246,8,15,2,282.56 +5247,8,16,2,286.73 +5248,8,17,2,262.02 +5249,8,18,2,196.84 +5250,8,19,2,177.74 +5251,8,20,2,167.42 +5252,8,21,2,157.45 +5253,8,22,2,18.97 +5254,8,23,2,19.52 +5255,8,24,2,15.29 +5256,8,1,3,14.35 +5257,8,2,3,15.02 +5258,8,3,3,13.59 +5259,8,4,3,13.24 +5260,8,5,3,12.79 +5261,8,6,3,146.92000000000002 +5262,8,7,3,148.28 +5263,8,8,3,212.83999999999997 +5264,8,9,3,223.56 +5265,8,10,3,233.12 +5266,8,11,3,253.37 +5267,8,12,3,256.32 +5268,8,13,3,265.19 +5269,8,14,3,272.29 +5270,8,15,3,274.37 +5271,8,16,3,285.65999999999997 +5272,8,17,3,235.16 +5273,8,18,3,178.64000000000001 +5274,8,19,3,151.95 +5275,8,20,3,150.18 +5276,8,21,3,150.98 +5277,8,22,3,14.5 +5278,8,23,3,14.790000000000001 +5279,8,24,3,12.43 +5280,8,1,4,12.96 +5281,8,2,4,14.06 +5282,8,3,4,13.86 +5283,8,4,4,12.14 +5284,8,5,4,13.7 +5285,8,6,4,172.3 +5286,8,7,4,176.92000000000002 +5287,8,8,4,253.48000000000002 +5288,8,9,4,261.59000000000003 +5289,8,10,4,273.55 +5290,8,11,4,291.4 +5291,8,12,4,294.38 +5292,8,13,4,313.09000000000003 +5293,8,14,4,306.69 +5294,8,15,4,302.15000000000003 +5295,8,16,4,300.55 +5296,8,17,4,255.86 +5297,8,18,4,185.05 +5298,8,19,4,168.05 +5299,8,20,4,168.87 +5300,8,21,4,163.39 +5301,8,22,4,18.8 +5302,8,23,4,18.9 +5303,8,24,4,15.46 +5304,8,1,5,15.46 +5305,8,2,5,14.36 +5306,8,3,5,12.88 +5307,8,4,5,12.17 +5308,8,5,5,13.77 +5309,8,6,5,136.04 +5310,8,7,5,142.73 +5311,8,8,5,225.51999999999998 +5312,8,9,5,230.87 +5313,8,10,5,232.81 +5314,8,11,5,244.42 +5315,8,12,5,250.25 +5316,8,13,5,269.84000000000003 +5317,8,14,5,271.01 +5318,8,15,5,272.62 +5319,8,16,5,276.04 +5320,8,17,5,242.65 +5321,8,18,5,184.56 +5322,8,19,5,157.45 +5323,8,20,5,152.41 +5324,8,21,5,148.74 +5325,8,22,5,13.879999999999999 +5326,8,23,5,16.22 +5327,8,24,5,11.5 +5328,8,1,6,12.54 +5329,8,2,6,11.79 +5330,8,3,6,11.24 +5331,8,4,6,10.7 +5332,8,5,6,10.87 +5333,8,6,6,154.82999999999998 +5334,8,7,6,169.75 +5335,8,8,6,258.34000000000003 +5336,8,9,6,264.62 +5337,8,10,6,272.93 +5338,8,11,6,284.24 +5339,8,12,6,288.14 +5340,8,13,6,302.3 +5341,8,14,6,304.22 +5342,8,15,6,309.28999999999996 +5343,8,16,6,318.09000000000003 +5344,8,17,6,269.39 +5345,8,18,6,212.46 +5346,8,19,6,179.04000000000002 +5347,8,20,6,173.05 +5348,8,21,6,169.49 +5349,8,22,6,15.530000000000001 +5350,8,23,6,14.7 +5351,8,24,6,12.66 +5352,8,1,7,8.3 +5353,8,2,7,9.61 +5354,8,3,7,9.13 +5355,8,4,7,8.21 +5356,8,5,7,8.39 +5357,8,6,7,206.64999999999998 +5358,8,7,7,197.56 +5359,8,8,7,195.9 +5360,8,9,7,203.43 +5361,8,10,7,208.67000000000002 +5362,8,11,7,231.61999999999998 +5363,8,12,7,235.79999999999998 +5364,8,13,7,219.71 +5365,8,14,7,200.93 +5366,8,15,7,214.37 +5367,8,16,7,224.3 +5368,8,17,7,215.29999999999998 +5369,8,18,7,14.0 +5370,8,19,7,10.84 +5371,8,20,7,11.16 +5372,8,21,7,9.9 +5373,8,22,7,9.78 +5374,8,23,7,10.75 +5375,8,24,7,9.84 +5376,8,1,1,9.6 +5377,8,2,1,10.13 +5378,8,3,1,10.93 +5379,8,4,1,11.46 +5380,8,5,1,11.49 +5381,8,6,1,14.649999999999999 +5382,8,7,1,14.67 +5383,8,8,1,14.7 +5384,8,9,1,77.69 +5385,8,10,1,12.86 +5386,8,11,1,44.03 +5387,8,12,1,158.75 +5388,8,13,1,129.32999999999998 +5389,8,14,1,146.14 +5390,8,15,1,155.29999999999998 +5391,8,16,1,108.23 +5392,8,17,1,73.75 +5393,8,18,1,61.79 +5394,8,19,1,25.22 +5395,8,20,1,10.87 +5396,8,21,1,9.99 +5397,8,22,1,9.56 +5398,8,23,1,9.11 +5399,8,24,1,9.04 +5400,8,1,2,11.89 +5401,8,2,2,11.43 +5402,8,3,2,12.15 +5403,8,4,2,12.0 +5404,8,5,2,65.29 +5405,8,6,2,159.72 +5406,8,7,2,170.32 +5407,8,8,2,257.3 +5408,8,9,2,261.56 +5409,8,10,2,270.91 +5410,8,11,2,280.0 +5411,8,12,2,284.44 +5412,8,13,2,302.46 +5413,8,14,2,300.01 +5414,8,15,2,301.15 +5415,8,16,2,314.85 +5416,8,17,2,266.78000000000003 +5417,8,18,2,209.77 +5418,8,19,2,178.27 +5419,8,20,2,174.32999999999998 +5420,8,21,2,168.09 +5421,8,22,2,17.69 +5422,8,23,2,19.110000000000003 +5423,8,24,2,14.72 +5424,8,1,3,14.49 +5425,8,2,3,15.46 +5426,8,3,3,14.77 +5427,8,4,3,14.06 +5428,8,5,3,58.0 +5429,8,6,3,150.42000000000002 +5430,8,7,3,168.93 +5431,8,8,3,254.57 +5432,8,9,3,254.64999999999998 +5433,8,10,3,272.05 +5434,8,11,3,285.7 +5435,8,12,3,287.69 +5436,8,13,3,304.55 +5437,8,14,3,297.90000000000003 +5438,8,15,3,299.15 +5439,8,16,3,302.19 +5440,8,17,3,249.31 +5441,8,18,3,186.9 +5442,8,19,3,171.39 +5443,8,20,3,166.73 +5444,8,21,3,158.09 +5445,8,22,3,15.950000000000001 +5446,8,23,3,14.56 +5447,8,24,3,11.96 +5448,8,1,4,11.41 +5449,8,2,4,13.2 +5450,8,3,4,13.07 +5451,8,4,4,13.96 +5452,8,5,4,12.76 +5453,8,6,4,145.16 +5454,8,7,4,154.63 +5455,8,8,4,235.0 +5456,8,9,4,238.87 +5457,8,10,4,251.28000000000003 +5458,8,11,4,271.16 +5459,8,12,4,281.17 +5460,8,13,4,293.96000000000004 +5461,8,14,4,297.75 +5462,8,15,4,304.4 +5463,8,16,4,310.73 +5464,8,17,4,258.79999999999995 +5465,8,18,4,200.33 +5466,8,19,4,165.19 +5467,8,20,4,162.21 +5468,8,21,4,158.10000000000002 +5469,8,22,4,16.86 +5470,8,23,4,15.87 +5471,8,24,4,12.29 +5472,8,1,5,12.92 +5473,8,2,5,14.04 +5474,8,3,5,12.29 +5475,8,4,5,12.14 +5476,8,5,5,13.45 +5477,8,6,5,151.0 +5478,8,7,5,155.76 +5479,8,8,5,246.91 +5480,8,9,5,250.14 +5481,8,10,5,257.59000000000003 +5482,8,11,5,274.93 +5483,8,12,5,281.41999999999996 +5484,8,13,5,304.05 +5485,8,14,5,306.25 +5486,8,15,5,319.72999999999996 +5487,8,16,5,332.11 +5488,8,17,5,277.35 +5489,8,18,5,216.84 +5490,8,19,5,181.37 +5491,8,20,5,177.36 +5492,8,21,5,176.58 +5493,8,22,5,17.48 +5494,8,23,5,17.36 +5495,8,24,5,12.69 +5496,8,1,6,13.2 +5497,8,2,6,12.99 +5498,8,3,6,11.54 +5499,8,4,6,10.44 +5500,8,5,6,69.97 +5501,8,6,6,183.12 +5502,8,7,6,209.02 +5503,8,8,6,283.16 +5504,8,9,6,293.90000000000003 +5505,8,10,6,303.47 +5506,8,11,6,320.35 +5507,8,12,6,340.16 +5508,8,13,6,351.3 +5509,8,14,6,325.92999999999995 +5510,8,15,6,341.04999999999995 +5511,8,16,6,343.77 +5512,8,17,6,302.46000000000004 +5513,8,18,6,243.95 +5514,8,19,6,231.6 +5515,8,20,6,229.06 +5516,8,21,6,223.32 +5517,8,22,6,16.849999999999998 +5518,8,23,6,18.22 +5519,8,24,6,12.68 +5520,8,1,7,9.11 +5521,8,2,7,9.61 +5522,8,3,7,8.91 +5523,8,4,7,9.26 +5524,8,5,7,85.69 +5525,8,6,7,224.03 +5526,8,7,7,229.72 +5527,8,8,7,235.2 +5528,8,9,7,248.18 +5529,8,10,7,252.76 +5530,8,11,7,277.77 +5531,8,12,7,256.55 +5532,8,13,7,256.07 +5533,8,14,7,263.49 +5534,8,15,7,263.46999999999997 +5535,8,16,7,257.56 +5536,8,17,7,223.55 +5537,8,18,7,69.74000000000001 +5538,8,19,7,10.01 +5539,8,20,7,10.32 +5540,8,21,7,10.14 +5541,8,22,7,10.78 +5542,8,23,7,11.12 +5543,8,24,7,10.68 +5544,8,1,1,10.13 +5545,8,2,1,8.79 +5546,8,3,1,10.08 +5547,8,4,1,10.56 +5548,8,5,1,10.39 +5549,8,6,1,13.19 +5550,8,7,1,103.81 +5551,8,8,1,162.35 +5552,8,9,1,149.37 +5553,8,10,1,133.44 +5554,8,11,1,166.77 +5555,8,12,1,151.06 +5556,8,13,1,143.52 +5557,8,14,1,183.27 +5558,8,15,1,164.76999999999998 +5559,8,16,1,150.72000000000003 +5560,8,17,1,186.58 +5561,8,18,1,160.21 +5562,8,19,1,137.48 +5563,8,20,1,80.69000000000001 +5564,8,21,1,26.53 +5565,8,22,1,61.07 +5566,8,23,1,44.400000000000006 +5567,8,24,1,9.66 +5568,8,1,2,13.44 +5569,8,2,2,48.49 +5570,8,3,2,14.61 +5571,8,4,2,13.63 +5572,8,5,2,118.86 +5573,8,6,2,218.35999999999999 +5574,8,7,2,247.51 +5575,8,8,2,319.96 +5576,8,9,2,308.17 +5577,8,10,2,314.39 +5578,8,11,2,319.87 +5579,8,12,2,319.34999999999997 +5580,8,13,2,322.54 +5581,8,14,2,317.7 +5582,8,15,2,304.75 +5583,8,16,2,302.8 +5584,8,17,2,290.1 +5585,8,18,2,230.68 +5586,8,19,2,211.76999999999998 +5587,8,20,2,200.67 +5588,8,21,2,191.82999999999998 +5589,8,22,2,19.279999999999998 +5590,8,23,2,19.54 +5591,8,24,2,15.46 +5592,8,1,3,15.46 +5593,8,2,3,14.06 +5594,8,3,3,14.01 +5595,8,4,3,15.1 +5596,8,5,3,15.46 +5597,8,6,3,160.09 +5598,8,7,3,163.69 +5599,8,8,3,234.22 +5600,8,9,3,246.03 +5601,8,10,3,275.54 +5602,8,11,3,287.93 +5603,8,12,3,277.18 +5604,8,13,3,284.36 +5605,8,14,3,280.36 +5606,8,15,3,282.45 +5607,8,16,3,292.01 +5608,8,17,3,243.25 +5609,8,18,3,182.8 +5610,8,19,3,163.29 +5611,8,20,3,157.98000000000002 +5612,8,21,3,153.25 +5613,8,22,3,17.02 +5614,8,23,3,15.049999999999999 +5615,8,24,3,13.16 +5616,8,1,4,14.45 +5617,8,2,4,14.51 +5618,8,3,4,14.1 +5619,8,4,4,14.54 +5620,8,5,4,14.38 +5621,8,6,4,148.88 +5622,8,7,4,152.18 +5623,8,8,4,222.82 +5624,8,9,4,229.77 +5625,8,10,4,241.56 +5626,8,11,4,257.1 +5627,8,12,4,258.33 +5628,8,13,4,279.6 +5629,8,14,4,280.05 +5630,8,15,4,287.24 +5631,8,16,4,295.6 +5632,8,17,4,247.11 +5633,8,18,4,192.01 +5634,8,19,4,178.14000000000001 +5635,8,20,4,175.95000000000002 +5636,8,21,4,177.95000000000002 +5637,8,22,4,16.29 +5638,8,23,4,17.96 +5639,8,24,4,13.81 +5640,8,1,5,12.25 +5641,8,2,5,11.13 +5642,8,3,5,11.69 +5643,8,4,5,11.51 +5644,8,5,5,11.94 +5645,8,6,5,197.07999999999998 +5646,8,7,5,208.0 +5647,8,8,5,284.03999999999996 +5648,8,9,5,277.28 +5649,8,10,5,287.81 +5650,8,11,5,306.5 +5651,8,12,5,307.35 +5652,8,13,5,318.5 +5653,8,14,5,303.27 +5654,8,15,5,318.32000000000005 +5655,8,16,5,323.05 +5656,8,17,5,282.38 +5657,8,18,5,230.54000000000002 +5658,8,19,5,209.99 +5659,8,20,5,204.59 +5660,8,21,5,198.10000000000002 +5661,8,22,5,15.8 +5662,8,23,5,17.64 +5663,8,24,5,13.11 +5664,8,1,6,11.36 +5665,8,2,6,10.58 +5666,8,3,6,10.72 +5667,8,4,6,11.17 +5668,8,5,6,10.51 +5669,8,6,6,194.85 +5670,8,7,6,199.52 +5671,8,8,6,267.73 +5672,8,9,6,272.92 +5673,8,10,6,282.13 +5674,8,11,6,295.57 +5675,8,12,6,294.71 +5676,8,13,6,312.28 +5677,8,14,6,308.96999999999997 +5678,8,15,6,305.12 +5679,8,16,6,317.26 +5680,8,17,6,271.86 +5681,8,18,6,230.1 +5682,8,19,6,199.91 +5683,8,20,6,186.33 +5684,8,21,6,175.26999999999998 +5685,8,22,6,15.2 +5686,8,23,6,14.08 +5687,8,24,6,12.23 +5688,8,1,7,10.34 +5689,8,2,7,10.22 +5690,8,3,7,9.86 +5691,8,4,7,8.96 +5692,8,5,7,8.43 +5693,8,6,7,167.87 +5694,8,7,7,170.29000000000002 +5695,8,8,7,174.88 +5696,8,9,7,191.26 +5697,8,10,7,198.78 +5698,8,11,7,209.13 +5699,8,12,7,197.65 +5700,8,13,7,197.0 +5701,8,14,7,204.12 +5702,8,15,7,211.94 +5703,8,16,7,216.15 +5704,8,17,7,173.54 +5705,8,18,7,121.86 +5706,8,19,7,51.76 +5707,8,20,7,32.14 +5708,8,21,7,10.68 +5709,8,22,7,10.07 +5710,8,23,7,8.94 +5711,8,24,7,8.57 +5712,8,1,1,9.6 +5713,8,2,1,8.81 +5714,8,3,1,8.79 +5715,8,4,1,8.86 +5716,8,5,1,9.46 +5717,8,6,1,13.299999999999999 +5718,8,7,1,12.43 +5719,8,8,1,77.35 +5720,8,9,1,101.25 +5721,8,10,1,94.99 +5722,8,11,1,147.02 +5723,8,12,1,146.01000000000002 +5724,8,13,1,101.55000000000001 +5725,8,14,1,145.67000000000002 +5726,8,15,1,143.92999999999998 +5727,8,16,1,105.28999999999999 +5728,8,17,1,152.41 +5729,8,18,1,143.91000000000003 +5730,8,19,1,96.39 +5731,8,20,1,66.97999999999999 +5732,8,21,1,37.9 +5733,8,22,1,9.87 +5734,8,23,1,70.46000000000001 +5735,8,24,1,8.53 +5736,8,1,2,11.9 +5737,8,2,2,10.99 +5738,8,3,2,11.73 +5739,8,4,2,10.61 +5740,8,5,2,83.87 +5741,8,6,2,206.61 +5742,8,7,2,215.01 +5743,8,8,2,275.68 +5744,8,9,2,284.19 +5745,8,10,2,286.27 +5746,8,11,2,298.49 +5747,8,12,2,297.01 +5748,8,13,2,313.77 +5749,8,14,2,321.15 +5750,8,15,2,315.17 +5751,8,16,2,297.33 +5752,8,17,2,270.5 +5753,8,18,2,226.79 +5754,8,19,2,210.9 +5755,8,20,2,199.42 +5756,8,21,2,190.23 +5757,8,22,2,14.18 +5758,8,23,2,16.459999999999997 +5759,8,24,2,14.07 +5760,8,1,3,12.7 +5761,8,2,3,11.93 +5762,8,3,3,13.53 +5763,8,4,3,12.7 +5764,8,5,3,72.75999999999999 +5765,8,6,3,182.56 +5766,8,7,3,200.72 +5767,8,8,3,265.66 +5768,8,9,3,272.25 +5769,8,10,3,277.88 +5770,8,11,3,292.94 +5771,8,12,3,325.90999999999997 +5772,8,13,3,337.35 +5773,8,14,3,319.01000000000005 +5774,8,15,3,319.81 +5775,8,16,3,338.32 +5776,8,17,3,299.89000000000004 +5777,8,18,3,245.01 +5778,8,19,3,222.27 +5779,8,20,3,208.89 +5780,8,21,3,198.07999999999998 +5781,8,22,3,16.37 +5782,8,23,3,14.88 +5783,8,24,3,11.1 +5784,8,1,4,12.16 +5785,8,2,4,12.89 +5786,8,3,4,13.18 +5787,8,4,4,12.88 +5788,8,5,4,12.73 +5789,8,6,4,177.08 +5790,8,7,4,185.4 +5791,8,8,4,279.28000000000003 +5792,8,9,4,277.85 +5793,8,10,4,289.33 +5794,8,11,4,298.89 +5795,8,12,4,305.29 +5796,8,13,4,324.72999999999996 +5797,8,14,4,325.74 +5798,8,15,4,331.32 +5799,8,16,4,334.37 +5800,8,17,4,296.40999999999997 +5801,8,18,4,238.6 +5802,8,19,4,205.36 +5803,8,20,4,206.82000000000002 +5804,8,21,4,200.44 +5805,8,22,4,16.35 +5806,8,23,4,14.559999999999999 +5807,8,24,4,11.23 +5808,8,1,5,11.42 +5809,8,2,5,10.95 +5810,8,3,5,12.77 +5811,8,4,5,12.75 +5812,8,5,5,57.699999999999996 +5813,8,6,5,173.5 +5814,8,7,5,195.31 +5815,8,8,5,293.6 +5816,8,9,5,303.71000000000004 +5817,8,10,5,314.98 +5818,8,11,5,326.36 +5819,8,12,5,320.76 +5820,8,13,5,340.59000000000003 +5821,8,14,5,335.9 +5822,8,15,5,343.01 +5823,8,16,5,348.54 +5824,8,17,5,306.35 +5825,8,18,5,245.56 +5826,8,19,5,206.82 +5827,8,20,5,197.84 +5828,8,21,5,186.83 +5829,8,22,5,15.98 +5830,8,23,5,17.189999999999998 +5831,8,24,5,11.84 +5832,9,1,6,10.71 +5833,9,2,6,12.91 +5834,9,3,6,12.7 +5835,9,4,6,13.68 +5836,9,5,6,13.96 +5837,9,6,6,130.88 +5838,9,7,6,144.61 +5839,9,8,6,243.62 +5840,9,9,6,249.76 +5841,9,10,6,260.21000000000004 +5842,9,11,6,271.7 +5843,9,12,6,273.48 +5844,9,13,6,292.62 +5845,9,14,6,293.63 +5846,9,15,6,298.14 +5847,9,16,6,304.82 +5848,9,17,6,256.31 +5849,9,18,6,195.04999999999998 +5850,9,19,6,165.26 +5851,9,20,6,161.41 +5852,9,21,6,154.89 +5853,9,22,6,14.01 +5854,9,23,6,14.67 +5855,9,24,6,10.51 +5856,9,1,7,8.31 +5857,9,2,7,8.06 +5858,9,3,7,8.09 +5859,9,4,7,7.59 +5860,9,5,7,8.74 +5861,9,6,7,156.44 +5862,9,7,7,161.95999999999998 +5863,9,8,7,177.47000000000003 +5864,9,9,7,201.35000000000002 +5865,9,10,7,216.6 +5866,9,11,7,228.69 +5867,9,12,7,223.23000000000002 +5868,9,13,7,223.37 +5869,9,14,7,233.78 +5870,9,15,7,235.54 +5871,9,16,7,225.73999999999998 +5872,9,17,7,171.02 +5873,9,18,7,122.26 +5874,9,19,7,83.66999999999999 +5875,9,20,7,8.51 +5876,9,21,7,9.07 +5877,9,22,7,9.04 +5878,9,23,7,8.35 +5879,9,24,7,8.34 +5880,9,1,1,8.36 +5881,9,2,1,7.84 +5882,9,3,1,8.24 +5883,9,4,1,8.38 +5884,9,5,1,8.75 +5885,9,6,1,11.5 +5886,9,7,1,68.93 +5887,9,8,1,109.25 +5888,9,9,1,123.46 +5889,9,10,1,96.83999999999999 +5890,9,11,1,113.54 +5891,9,12,1,133.28 +5892,9,13,1,111.29 +5893,9,14,1,128.11 +5894,9,15,1,143.20999999999998 +5895,9,16,1,114.58999999999999 +5896,9,17,1,124.62 +5897,9,18,1,127.38000000000001 +5898,9,19,1,71.27000000000001 +5899,9,20,1,58.59 +5900,9,21,1,8.76 +5901,9,22,1,32.769999999999996 +5902,9,23,1,7.92 +5903,9,24,1,7.76 +5904,9,1,8,8.57 +5905,9,2,8,8.0 +5906,9,3,8,9.02 +5907,9,4,8,8.2 +5908,9,5,8,9.74 +5909,9,6,8,11.659999999999998 +5910,9,7,8,91.24000000000001 +5911,9,8,8,123.99000000000001 +5912,9,9,8,104.47999999999999 +5913,9,10,8,123.17 +5914,9,11,8,143.39 +5915,9,12,8,116.65 +5916,9,13,8,140.55 +5917,9,14,8,157.47 +5918,9,15,8,126.55 +5919,9,16,8,149.9 +5920,9,17,8,161.79999999999998 +5921,9,18,8,119.59 +5922,9,19,8,131.45 +5923,9,20,8,65.09 +5924,9,21,8,51.14 +5925,9,22,8,42.05 +5926,9,23,8,26.98 +5927,9,24,8,42.32 +5928,9,1,3,45.35 +5929,9,2,3,13.93 +5930,9,3,3,12.17 +5931,9,4,3,10.95 +5932,9,5,3,136.09 +5933,9,6,3,191.5 +5934,9,7,3,222.32 +5935,9,8,3,285.83 +5936,9,9,3,277.45000000000005 +5937,9,10,3,286.51 +5938,9,11,3,293.08000000000004 +5939,9,12,3,303.08 +5940,9,13,3,331.33000000000004 +5941,9,14,3,323.25 +5942,9,15,3,311.42 +5943,9,16,3,317.73 +5944,9,17,3,284.34 +5945,9,18,3,222.14000000000001 +5946,9,19,3,214.04999999999998 +5947,9,20,3,215.73999999999998 +5948,9,21,3,206.67000000000002 +5949,9,22,3,18.22 +5950,9,23,3,19.53 +5951,9,24,3,14.91 +5952,9,1,4,15.46 +5953,9,2,4,15.46 +5954,9,3,4,15.46 +5955,9,4,4,15.46 +5956,9,5,4,79.21000000000001 +5957,9,6,4,193.44 +5958,9,7,4,208.27999999999997 +5959,9,8,4,274.72 +5960,9,9,4,256.68 +5961,9,10,4,257.61 +5962,9,11,4,268.47 +5963,9,12,4,287.25 +5964,9,13,4,303.24 +5965,9,14,4,282.84000000000003 +5966,9,15,4,285.55 +5967,9,16,4,294.63 +5968,9,17,4,252.42999999999998 +5969,9,18,4,186.32999999999998 +5970,9,19,4,175.71 +5971,9,20,4,172.94 +5972,9,21,4,166.53 +5973,9,22,4,15.62 +5974,9,23,4,16.169999999999998 +5975,9,24,4,13.13 +5976,9,1,5,11.78 +5977,9,2,5,12.94 +5978,9,3,5,12.54 +5979,9,4,5,11.19 +5980,9,5,5,11.04 +5981,9,6,5,153.86999999999998 +5982,9,7,5,152.85 +5983,9,8,5,220.07 +5984,9,9,5,210.1 +5985,9,10,5,224.9 +5986,9,11,5,242.53 +5987,9,12,5,250.34 +5988,9,13,5,257.87 +5989,9,14,5,257.85 +5990,9,15,5,261.31 +5991,9,16,5,272.82 +5992,9,17,5,233.85 +5993,9,18,5,182.48000000000002 +5994,9,19,5,165.29 +5995,9,20,5,161.03 +5996,9,21,5,158.57999999999998 +5997,9,22,5,16.35 +5998,9,23,5,14.99 +5999,9,24,5,12.65 +6000,9,1,6,13.38 +6001,9,2,6,12.83 +6002,9,3,6,12.42 +6003,9,4,6,11.71 +6004,9,5,6,11.7 +6005,9,6,6,166.59 +6006,9,7,6,178.8 +6007,9,8,6,264.21000000000004 +6008,9,9,6,261.95 +6009,9,10,6,273.23 +6010,9,11,6,280.71 +6011,9,12,6,280.97 +6012,9,13,6,297.87 +6013,9,14,6,295.89 +6014,9,15,6,302.2 +6015,9,16,6,305.37 +6016,9,17,6,255.65 +6017,9,18,6,196.23 +6018,9,19,6,165.6 +6019,9,20,6,151.59 +6020,9,21,6,141.89 +6021,9,22,6,17.05 +6022,9,23,6,16.47 +6023,9,24,6,12.58 +6024,9,1,7,9.32 +6025,9,2,7,10.25 +6026,9,3,7,9.76 +6027,9,4,7,8.96 +6028,9,5,7,9.79 +6029,9,6,7,125.77000000000001 +6030,9,7,7,128.98 +6031,9,8,7,140.23 +6032,9,9,7,150.72 +6033,9,10,7,157.51000000000002 +6034,9,11,7,170.53 +6035,9,12,7,161.7 +6036,9,13,7,161.16000000000003 +6037,9,14,7,159.4 +6038,9,15,7,162.88 +6039,9,16,7,162.81 +6040,9,17,7,130.29 +6041,9,18,7,83.33000000000001 +6042,9,19,7,36.81 +6043,9,20,7,8.71 +6044,9,21,7,10.06 +6045,9,22,7,10.31 +6046,9,23,7,9.74 +6047,9,24,7,9.74 +6048,9,1,1,8.85 +6049,9,2,1,8.88 +6050,9,3,1,8.12 +6051,9,4,1,8.81 +6052,9,5,1,8.51 +6053,9,6,1,11.61 +6054,9,7,1,60.949999999999996 +6055,9,8,1,73.27 +6056,9,9,1,113.30000000000001 +6057,9,10,1,113.79 +6058,9,11,1,79.53 +6059,9,12,1,119.05000000000001 +6060,9,13,1,124.75 +6061,9,14,1,90.3 +6062,9,15,1,131.34 +6063,9,16,1,131.1 +6064,9,17,1,91.56 +6065,9,18,1,121.66 +6066,9,19,1,90.28999999999999 +6067,9,20,1,9.52 +6068,9,21,1,32.11 +6069,9,22,1,10.14 +6070,9,23,1,9.0 +6071,9,24,1,9.87 +6072,9,1,2,14.24 +6073,9,2,2,14.81 +6074,9,3,2,15.46 +6075,9,4,2,14.46 +6076,9,5,2,14.05 +6077,9,6,2,135.48 +6078,9,7,2,143.84 +6079,9,8,2,233.94 +6080,9,9,2,246.01 +6081,9,10,2,257.62 +6082,9,11,2,267.02 +6083,9,12,2,252.54000000000002 +6084,9,13,2,262.8 +6085,9,14,2,249.67000000000002 +6086,9,15,2,241.32 +6087,9,16,2,249.93 +6088,9,17,2,200.85999999999999 +6089,9,18,2,145.98 +6090,9,19,2,136.87 +6091,9,20,2,139.04999999999998 +6092,9,21,2,136.8 +6093,9,22,2,16.67 +6094,9,23,2,16.37 +6095,9,24,2,11.5 +6096,9,1,3,12.69 +6097,9,2,3,11.8 +6098,9,3,3,12.05 +6099,9,4,3,12.1 +6100,9,5,3,11.68 +6101,9,6,3,163.6 +6102,9,7,3,165.47 +6103,9,8,3,224.39000000000001 +6104,9,9,3,222.98 +6105,9,10,3,232.88 +6106,9,11,3,243.92000000000002 +6107,9,12,3,252.62 +6108,9,13,3,256.66 +6109,9,14,3,246.71 +6110,9,15,3,234.87 +6111,9,16,3,251.03 +6112,9,17,3,207.16 +6113,9,18,3,143.32 +6114,9,19,3,135.62 +6115,9,20,3,134.96 +6116,9,21,3,131.27 +6117,9,22,3,19.32 +6118,9,23,3,17.509999999999998 +6119,9,24,3,14.75 +6120,9,1,4,15.46 +6121,9,2,4,15.46 +6122,9,3,4,15.34 +6123,9,4,4,15.39 +6124,9,5,4,15.46 +6125,9,6,4,125.15 +6126,9,7,4,137.84 +6127,9,8,4,217.34 +6128,9,9,4,225.10999999999999 +6129,9,10,4,237.68 +6130,9,11,4,247.66 +6131,9,12,4,247.32999999999998 +6132,9,13,4,266.43 +6133,9,14,4,280.51 +6134,9,15,4,290.49 +6135,9,16,4,294.31 +6136,9,17,4,251.35000000000002 +6137,9,18,4,191.38 +6138,9,19,4,163.29999999999998 +6139,9,20,4,160.21 +6140,9,21,4,161.14999999999998 +6141,9,22,4,16.66 +6142,9,23,4,15.959999999999999 +6143,9,24,4,13.15 +6144,9,1,5,13.49 +6145,9,2,5,12.45 +6146,9,3,5,11.59 +6147,9,4,5,11.47 +6148,9,5,5,11.43 +6149,9,6,5,157.51000000000002 +6150,9,7,5,173.45 +6151,9,8,5,269.68 +6152,9,9,5,286.96999999999997 +6153,9,10,5,303.5 +6154,9,11,5,316.21000000000004 +6155,9,12,5,314.31 +6156,9,13,5,318.94 +6157,9,14,5,318.17 +6158,9,15,5,325.13 +6159,9,16,5,332.22 +6160,9,17,5,282.73 +6161,9,18,5,213.43 +6162,9,19,5,181.07 +6163,9,20,5,166.4 +6164,9,21,5,157.22 +6165,9,22,5,16.52 +6166,9,23,5,15.26 +6167,9,24,5,11.23 +6168,9,1,6,11.33 +6169,9,2,6,12.08 +6170,9,3,6,13.15 +6171,9,4,6,12.94 +6172,9,5,6,12.17 +6173,9,6,6,154.99 +6174,9,7,6,153.32 +6175,9,8,6,223.78 +6176,9,9,6,219.35000000000002 +6177,9,10,6,237.95999999999998 +6178,9,11,6,260.71000000000004 +6179,9,12,6,263.69 +6180,9,13,6,283.17 +6181,9,14,6,278.03000000000003 +6182,9,15,6,281.55 +6183,9,16,6,283.95 +6184,9,17,6,238.85000000000002 +6185,9,18,6,164.07 +6186,9,19,6,149.74 +6187,9,20,6,147.12 +6188,9,21,6,143.5 +6189,9,22,6,18.14 +6190,9,23,6,16.77 +6191,9,24,6,12.54 +6192,9,1,7,10.13 +6193,9,2,7,9.83 +6194,9,3,7,9.26 +6195,9,4,7,9.37 +6196,9,5,7,10.47 +6197,9,6,7,132.41 +6198,9,7,7,131.85 +6199,9,8,7,142.57 +6200,9,9,7,160.59 +6201,9,10,7,175.41 +6202,9,11,7,186.32 +6203,9,12,7,174.75 +6204,9,13,7,175.74 +6205,9,14,7,178.03 +6206,9,15,7,177.74 +6207,9,16,7,174.51 +6208,9,17,7,136.05 +6209,9,18,7,93.38 +6210,9,19,7,39.34 +6211,9,20,7,10.69 +6212,9,21,7,9.71 +6213,9,22,7,9.45 +6214,9,23,7,10.32 +6215,9,24,7,10.55 +6216,9,1,1,10.21 +6217,9,2,1,10.39 +6218,9,3,1,9.62 +6219,9,4,1,8.9 +6220,9,5,1,8.71 +6221,9,6,1,12.0 +6222,9,7,1,38.6 +6223,9,8,1,82.69 +6224,9,9,1,77.44000000000001 +6225,9,10,1,97.1 +6226,9,11,1,89.69 +6227,9,12,1,80.77 +6228,9,13,1,102.14999999999999 +6229,9,14,1,92.95 +6230,9,15,1,83.5 +6231,9,16,1,104.35 +6232,9,17,1,95.03 +6233,9,18,1,78.46000000000001 +6234,9,19,1,57.71 +6235,9,20,1,11.35 +6236,9,21,1,11.24 +6237,9,22,1,11.6 +6238,9,23,1,10.76 +6239,9,24,1,9.87 +6240,9,1,2,11.71 +6241,9,2,2,11.05 +6242,9,3,2,12.43 +6243,9,4,2,11.37 +6244,9,5,2,12.67 +6245,9,6,2,127.87 +6246,9,7,2,136.73 +6247,9,8,2,188.87 +6248,9,9,2,206.23999999999998 +6249,9,10,2,218.18 +6250,9,11,2,234.60999999999999 +6251,9,12,2,236.01 +6252,9,13,2,264.1 +6253,9,14,2,268.63 +6254,9,15,2,267.79 +6255,9,16,2,255.44 +6256,9,17,2,212.05 +6257,9,18,2,158.11 +6258,9,19,2,151.07000000000002 +6259,9,20,2,148.87 +6260,9,21,2,140.85 +6261,9,22,2,15.27 +6262,9,23,2,17.07 +6263,9,24,2,12.71 +6264,9,1,3,13.09 +6265,9,2,3,13.27 +6266,9,3,3,12.44 +6267,9,4,3,12.47 +6268,9,5,3,12.32 +6269,9,6,3,125.7 +6270,9,7,3,140.47 +6271,9,8,3,217.82 +6272,9,9,3,231.70000000000002 +6273,9,10,3,253.36 +6274,9,11,3,266.16999999999996 +6275,9,12,3,269.6 +6276,9,13,3,286.98 +6277,9,14,3,293.98 +6278,9,15,3,303.63 +6279,9,16,3,314.54 +6280,9,17,3,269.6 +6281,9,18,3,186.91000000000003 +6282,9,19,3,172.23000000000002 +6283,9,20,3,168.65 +6284,9,21,3,163.94 +6285,9,22,3,16.939999999999998 +6286,9,23,3,18.439999999999998 +6287,9,24,3,14.77 +6288,9,1,4,13.51 +6289,9,2,4,12.59 +6290,9,3,4,13.92 +6291,9,4,4,12.6 +6292,9,5,4,11.31 +6293,9,6,4,183.58 +6294,9,7,4,184.7 +6295,9,8,4,248.62 +6296,9,9,4,238.81 +6297,9,10,4,243.63 +6298,9,11,4,257.34000000000003 +6299,9,12,4,271.54 +6300,9,13,4,271.21 +6301,9,14,4,257.74 +6302,9,15,4,247.87 +6303,9,16,4,257.4 +6304,9,17,4,237.65999999999997 +6305,9,18,4,182.79 +6306,9,19,4,173.03 +6307,9,20,4,165.12 +6308,9,21,4,158.89000000000001 +6309,9,22,4,14.780000000000001 +6310,9,23,4,15.46 +6311,9,24,4,10.69 +6312,9,1,5,10.8 +6313,9,2,5,10.2 +6314,9,3,5,10.09 +6315,9,4,5,12.75 +6316,9,5,5,13.49 +6317,9,6,5,139.22 +6318,9,7,5,145.78 +6319,9,8,5,226.19 +6320,9,9,5,238.4 +6321,9,10,5,249.51 +6322,9,11,5,263.51 +6323,9,12,5,269.9 +6324,9,13,5,282.86 +6325,9,14,5,285.46000000000004 +6326,9,15,5,298.59000000000003 +6327,9,16,5,311.75 +6328,9,17,5,265.36 +6329,9,18,5,189.61 +6330,9,19,5,183.99 +6331,9,20,5,187.64999999999998 +6332,9,21,5,176.63000000000002 +6333,9,22,5,18.63 +6334,9,23,5,18.21 +6335,9,24,5,14.81 +6336,9,1,6,13.08 +6337,9,2,6,11.94 +6338,9,3,6,11.42 +6339,9,4,6,11.01 +6340,9,5,6,10.6 +6341,9,6,6,180.02 +6342,9,7,6,188.47 +6343,9,8,6,266.43 +6344,9,9,6,254.6 +6345,9,10,6,247.69 +6346,9,11,6,247.43 +6347,9,12,6,241.91 +6348,9,13,6,253.92000000000002 +6349,9,14,6,249.44 +6350,9,15,6,270.9 +6351,9,16,6,289.90000000000003 +6352,9,17,6,254.16 +6353,9,18,6,183.56 +6354,9,19,6,158.1 +6355,9,20,6,154.57000000000002 +6356,9,21,6,152.62 +6357,9,22,6,14.33 +6358,9,23,6,15.37 +6359,9,24,6,11.89 +6360,9,1,7,9.73 +6361,9,2,7,8.59 +6362,9,3,7,8.86 +6363,9,4,7,8.83 +6364,9,5,7,9.25 +6365,9,6,7,176.17000000000002 +6366,9,7,7,172.28 +6367,9,8,7,171.19 +6368,9,9,7,161.3 +6369,9,10,7,159.48 +6370,9,11,7,167.98000000000002 +6371,9,12,7,161.27 +6372,9,13,7,159.59 +6373,9,14,7,158.0 +6374,9,15,7,172.85000000000002 +6375,9,16,7,187.56 +6376,9,17,7,185.27 +6377,9,18,7,13.6 +6378,9,19,7,10.81 +6379,9,20,7,9.95 +6380,9,21,7,8.73 +6381,9,22,7,8.22 +6382,9,23,7,8.36 +6383,9,24,7,9.72 +6384,9,1,1,9.93 +6385,9,2,1,9.63 +6386,9,3,1,10.64 +6387,9,4,1,10.9 +6388,9,5,1,11.04 +6389,9,6,1,13.530000000000001 +6390,9,7,1,12.73 +6391,9,8,1,11.95 +6392,9,9,1,11.15 +6393,9,10,1,73.83 +6394,9,11,1,78.49000000000001 +6395,9,12,1,39.46 +6396,9,13,1,141.95 +6397,9,14,1,97.86999999999999 +6398,9,15,1,144.48 +6399,9,16,1,145.44 +6400,9,17,1,98.96000000000001 +6401,9,18,1,112.99 +6402,9,19,1,35.06 +6403,9,20,1,38.010000000000005 +6404,9,21,1,9.64 +6405,9,22,1,10.19 +6406,9,23,1,9.55 +6407,9,24,1,8.91 +6408,9,1,2,13.62 +6409,9,2,2,14.39 +6410,9,3,2,14.7 +6411,9,4,2,13.11 +6412,9,5,2,12.73 +6413,9,6,2,157.19 +6414,9,7,2,150.28 +6415,9,8,2,213.48000000000002 +6416,9,9,2,207.06 +6417,9,10,2,230.48 +6418,9,11,2,245.85 +6419,9,12,2,246.41 +6420,9,13,2,247.32999999999998 +6421,9,14,2,255.68 +6422,9,15,2,271.52 +6423,9,16,2,281.37 +6424,9,17,2,225.45999999999998 +6425,9,18,2,160.62 +6426,9,19,2,151.68 +6427,9,20,2,149.54 +6428,9,21,2,143.49 +6429,9,22,2,15.86 +6430,9,23,2,16.27 +6431,9,24,2,13.52 +6432,9,1,3,14.27 +6433,9,2,3,14.94 +6434,9,3,3,14.76 +6435,9,4,3,13.46 +6436,9,5,3,14.51 +6437,9,6,3,163.04000000000002 +6438,9,7,3,167.94 +6439,9,8,3,236.07 +6440,9,9,3,245.66 +6441,9,10,3,248.89 +6442,9,11,3,252.17000000000002 +6443,9,12,3,243.85999999999999 +6444,9,13,3,242.48999999999998 +6445,9,14,3,225.39999999999998 +6446,9,15,3,212.85 +6447,9,16,3,213.3 +6448,9,17,3,181.34 +6449,9,18,3,149.27 +6450,9,19,3,151.64 +6451,9,20,3,150.70999999999998 +6452,9,21,3,150.26000000000002 +6453,9,22,3,16.18 +6454,9,23,3,16.73 +6455,9,24,3,12.44 +6456,9,1,4,10.9 +6457,9,2,4,12.69 +6458,9,3,4,13.43 +6459,9,4,4,14.29 +6460,9,5,4,14.64 +6461,9,6,4,142.92 +6462,9,7,4,145.10999999999999 +6463,9,8,4,198.54 +6464,9,9,4,202.84 +6465,9,10,4,220.61 +6466,9,11,4,230.5 +6467,9,12,4,233.89000000000001 +6468,9,13,4,244.85 +6469,9,14,4,224.76 +6470,9,15,4,222.58 +6471,9,16,4,229.28 +6472,9,17,4,202.79000000000002 +6473,9,18,4,139.6 +6474,9,19,4,131.72 +6475,9,20,4,126.46000000000001 +6476,9,21,4,120.12 +6477,9,22,4,16.37 +6478,9,23,4,15.120000000000001 +6479,9,24,4,11.45 +6480,9,1,5,11.54 +6481,9,2,5,12.43 +6482,9,3,5,13.19 +6483,9,4,5,11.79 +6484,9,5,5,10.96 +6485,9,6,5,93.03999999999999 +6486,9,7,5,110.39 +6487,9,8,5,160.56 +6488,9,9,5,178.81 +6489,9,10,5,200.31 +6490,9,11,5,217.35 +6491,9,12,5,220.08 +6492,9,13,5,236.45 +6493,9,14,5,234.07 +6494,9,15,5,232.35 +6495,9,16,5,228.7 +6496,9,17,5,178.88 +6497,9,18,5,124.85000000000001 +6498,9,19,5,120.4 +6499,9,20,5,117.46000000000001 +6500,9,21,5,114.92 +6501,9,22,5,15.02 +6502,9,23,5,14.87 +6503,9,24,5,12.45 +6504,9,1,6,13.68 +6505,9,2,6,11.98 +6506,9,3,6,13.19 +6507,9,4,6,13.48 +6508,9,5,6,13.56 +6509,9,6,6,137.26 +6510,9,7,6,144.25 +6511,9,8,6,193.27 +6512,9,9,6,195.35999999999999 +6513,9,10,6,203.3 +6514,9,11,6,213.85 +6515,9,12,6,216.93 +6516,9,13,6,229.5 +6517,9,14,6,219.77999999999997 +6518,9,15,6,227.42999999999998 +6519,9,16,6,222.89 +6520,9,17,6,207.29 +6521,9,18,6,167.34 +6522,9,19,6,160.28 +6523,9,20,6,157.94 +6524,9,21,6,152.04000000000002 +6525,9,22,6,17.720000000000002 +6526,9,23,6,15.520000000000001 +6527,9,24,6,13.13 +6528,9,1,7,10.3 +6529,9,2,7,9.94 +6530,9,3,7,9.07 +6531,9,4,7,8.73 +6532,9,5,7,8.51 +6533,9,6,7,147.62 +6534,9,7,7,144.17 +6535,9,8,7,144.69 +6536,9,9,7,155.12 +6537,9,10,7,157.46 +6538,9,11,7,161.6 +6539,9,12,7,152.99 +6540,9,13,7,152.12 +6541,9,14,7,136.19 +6542,9,15,7,125.67 +6543,9,16,7,125.51 +6544,9,17,7,122.06 +6545,9,18,7,11.82 +6546,9,19,7,9.04 +6547,9,20,7,8.41 +6548,9,21,7,7.67 +6549,9,22,7,8.58 +6550,9,23,7,8.34 +6551,9,24,7,8.6 +6552,10,1,1,9.69 +6553,10,2,1,9.33 +6554,10,3,1,8.36 +6555,10,4,1,8.03 +6556,10,5,1,7.77 +6557,10,6,1,10.09 +6558,10,7,1,10.969999999999999 +6559,10,8,1,17.96 +6560,10,9,1,43.379999999999995 +6561,10,10,1,42.04 +6562,10,11,1,40.769999999999996 +6563,10,12,1,62.129999999999995 +6564,10,13,1,63.14 +6565,10,14,1,59.17 +6566,10,15,1,70.89999999999999 +6567,10,16,1,62.55 +6568,10,17,1,55.89 +6569,10,18,1,38.74 +6570,10,19,1,10.07 +6571,10,20,1,10.67 +6572,10,21,1,10.64 +6573,10,22,1,9.31 +6574,10,23,1,9.49 +6575,10,24,1,9.97 +6576,10,1,2,13.49 +6577,10,2,2,13.48 +6578,10,3,2,12.87 +6579,10,4,2,11.81 +6580,10,5,2,10.98 +6581,10,6,2,59.870000000000005 +6582,10,7,2,84.85 +6583,10,8,2,129.68 +6584,10,9,2,126.15 +6585,10,10,2,135.56 +6586,10,11,2,150.74 +6587,10,12,2,167.7 +6588,10,13,2,174.4 +6589,10,14,2,168.24 +6590,10,15,2,169.66 +6591,10,16,2,173.97 +6592,10,17,2,161.24 +6593,10,18,2,126.5 +6594,10,19,2,115.21000000000001 +6595,10,20,2,109.52 +6596,10,21,2,100.01 +6597,10,22,2,18.57 +6598,10,23,2,19.37 +6599,10,24,2,15.46 +6600,10,1,3,15.44 +6601,10,2,3,15.26 +6602,10,3,3,15.46 +6603,10,4,3,15.46 +6604,10,5,3,14.0 +6605,10,6,3,52.239999999999995 +6606,10,7,3,75.35 +6607,10,8,3,125.83000000000001 +6608,10,9,3,136.22 +6609,10,10,3,151.34 +6610,10,11,3,165.77 +6611,10,12,3,173.41 +6612,10,13,3,180.0 +6613,10,14,3,172.19 +6614,10,15,3,178.70000000000002 +6615,10,16,3,180.98999999999998 +6616,10,17,3,152.45 +6617,10,18,3,114.26 +6618,10,19,3,108.05 +6619,10,20,3,105.94 +6620,10,21,3,99.76 +6621,10,22,3,15.82 +6622,10,23,3,15.24 +6623,10,24,3,11.22 +6624,10,1,4,11.25 +6625,10,2,4,12.53 +6626,10,3,4,13.92 +6627,10,4,4,13.55 +6628,10,5,4,12.44 +6629,10,6,4,67.06 +6630,10,7,4,88.54 +6631,10,8,4,141.91 +6632,10,9,4,150.75 +6633,10,10,4,156.64 +6634,10,11,4,171.2 +6635,10,12,4,189.37 +6636,10,13,4,201.95000000000002 +6637,10,14,4,202.14 +6638,10,15,4,217.57 +6639,10,16,4,221.83 +6640,10,17,4,182.13 +6641,10,18,4,129.5 +6642,10,19,4,122.7 +6643,10,20,4,119.88 +6644,10,21,4,111.44999999999999 +6645,10,22,4,16.8 +6646,10,23,4,17.65 +6647,10,24,4,13.27 +6648,10,1,5,11.92 +6649,10,2,5,11.49 +6650,10,3,5,10.65 +6651,10,4,5,10.37 +6652,10,5,5,9.93 +6653,10,6,5,88.17 +6654,10,7,5,106.82000000000001 +6655,10,8,5,149.33 +6656,10,9,5,160.5 +6657,10,10,5,170.89 +6658,10,11,5,186.67999999999998 +6659,10,12,5,191.75 +6660,10,13,5,204.66000000000003 +6661,10,14,5,207.03000000000003 +6662,10,15,5,220.79999999999998 +6663,10,16,5,219.19 +6664,10,17,5,171.7 +6665,10,18,5,128.03 +6666,10,19,5,121.63 +6667,10,20,5,119.78 +6668,10,21,5,114.13 +6669,10,22,5,14.7 +6670,10,23,5,15.98 +6671,10,24,5,13.65 +6672,10,1,6,14.3 +6673,10,2,6,12.82 +6674,10,3,6,11.66 +6675,10,4,6,11.66 +6676,10,5,6,13.13 +6677,10,6,6,89.58999999999999 +6678,10,7,6,110.91 +6679,10,8,6,168.77 +6680,10,9,6,183.76 +6681,10,10,6,197.6 +6682,10,11,6,217.16 +6683,10,12,6,221.42 +6684,10,13,6,238.22 +6685,10,14,6,241.81 +6686,10,15,6,240.42 +6687,10,16,6,245.29 +6688,10,17,6,197.3 +6689,10,18,6,136.58 +6690,10,19,6,128.34 +6691,10,20,6,126.7 +6692,10,21,6,122.28999999999999 +6693,10,22,6,14.180000000000001 +6694,10,23,6,14.72 +6695,10,24,6,12.62 +6696,10,1,7,8.47 +6697,10,2,7,9.62 +6698,10,3,7,9.1 +6699,10,4,7,9.92 +6700,10,5,7,9.55 +6701,10,6,7,124.53 +6702,10,7,7,126.98 +6703,10,8,7,131.29 +6704,10,9,7,134.26999999999998 +6705,10,10,7,133.78 +6706,10,11,7,148.95 +6707,10,12,7,147.4 +6708,10,13,7,138.53 +6709,10,14,7,143.92000000000002 +6710,10,15,7,147.29 +6711,10,16,7,129.95 +6712,10,17,7,122.83 +6713,10,18,7,12.969999999999999 +6714,10,19,7,8.63 +6715,10,20,7,9.33 +6716,10,21,7,10.07 +6717,10,22,7,10.89 +6718,10,23,7,11.2 +6719,10,24,7,11.6 +6720,10,1,1,10.83 +6721,10,2,1,11.16 +6722,10,3,1,10.21 +6723,10,4,1,9.9 +6724,10,5,1,9.25 +6725,10,6,1,11.87 +6726,10,7,1,11.209999999999999 +6727,10,8,1,24.74 +6728,10,9,1,76.64 +6729,10,10,1,82.61 +6730,10,11,1,83.75 +6731,10,12,1,87.51 +6732,10,13,1,88.74000000000001 +6733,10,14,1,89.83 +6734,10,15,1,87.5 +6735,10,16,1,87.64 +6736,10,17,1,85.6 +6737,10,18,1,51.69 +6738,10,19,1,9.92 +6739,10,20,1,8.82 +6740,10,21,1,8.91 +6741,10,22,1,8.9 +6742,10,23,1,9.97 +6743,10,24,1,10.79 +6744,10,1,8,11.41 +6745,10,2,8,11.33 +6746,10,3,8,11.6 +6747,10,4,8,11.45 +6748,10,5,8,10.64 +6749,10,6,8,11.87 +6750,10,7,8,12.06 +6751,10,8,8,43.760000000000005 +6752,10,9,8,93.58000000000001 +6753,10,10,8,72.07000000000001 +6754,10,11,8,54.81 +6755,10,12,8,67.64999999999999 +6756,10,13,8,74.25 +6757,10,14,8,35.41 +6758,10,15,8,47.61 +6759,10,16,8,12.709999999999999 +6760,10,17,8,12.18 +6761,10,18,8,8.97 +6762,10,19,8,9.84 +6763,10,20,8,9.09 +6764,10,21,8,9.24 +6765,10,22,8,9.68 +6766,10,23,8,10.6 +6767,10,24,8,9.92 +6768,10,1,3,12.83 +6769,10,2,3,13.84 +6770,10,3,3,14.68 +6771,10,4,3,15.46 +6772,10,5,3,14.96 +6773,10,6,3,172.18 +6774,10,7,3,174.2 +6775,10,8,3,235.82999999999998 +6776,10,9,3,230.77999999999997 +6777,10,10,3,219.31 +6778,10,11,3,237.62 +6779,10,12,3,242.65 +6780,10,13,3,254.17000000000002 +6781,10,14,3,260.13 +6782,10,15,3,262.61 +6783,10,16,3,271.49 +6784,10,17,3,231.22 +6785,10,18,3,163.81 +6786,10,19,3,157.69 +6787,10,20,3,162.69 +6788,10,21,3,161.19 +6789,10,22,3,16.4 +6790,10,23,3,15.85 +6791,10,24,3,11.06 +6792,10,1,4,12.79 +6793,10,2,4,11.57 +6794,10,3,4,11.4 +6795,10,4,4,12.88 +6796,10,5,4,12.94 +6797,10,6,4,163.16000000000003 +6798,10,7,4,167.54 +6799,10,8,4,226.03000000000003 +6800,10,9,4,223.69 +6801,10,10,4,225.05999999999997 +6802,10,11,4,247.35999999999999 +6803,10,12,4,243.95000000000002 +6804,10,13,4,264.56 +6805,10,14,4,265.52 +6806,10,15,4,269.56 +6807,10,16,4,262.5 +6808,10,17,4,219.88 +6809,10,18,4,169.51999999999998 +6810,10,19,4,162.43 +6811,10,20,4,163.13000000000002 +6812,10,21,4,157.9 +6813,10,22,4,17.4 +6814,10,23,4,18.75 +6815,10,24,4,15.12 +6816,10,1,5,15.29 +6817,10,2,5,13.75 +6818,10,3,5,12.89 +6819,10,4,5,11.94 +6820,10,5,5,12.87 +6821,10,6,5,177.16 +6822,10,7,5,178.32999999999998 +6823,10,8,5,227.73000000000002 +6824,10,9,5,231.81 +6825,10,10,5,247.36 +6826,10,11,5,254.8 +6827,10,12,5,264.35 +6828,10,13,5,268.81 +6829,10,14,5,257.51 +6830,10,15,5,263.52 +6831,10,16,5,275.87 +6832,10,17,5,242.37 +6833,10,18,5,199.69 +6834,10,19,5,195.64 +6835,10,20,5,190.21999999999997 +6836,10,21,5,179.47 +6837,10,22,5,15.59 +6838,10,23,5,15.19 +6839,10,24,5,13.47 +6840,10,1,6,13.76 +6841,10,2,6,13.74 +6842,10,3,6,14.46 +6843,10,4,6,14.66 +6844,10,5,6,13.16 +6845,10,6,6,161.39 +6846,10,7,6,175.88 +6847,10,8,6,236.61 +6848,10,9,6,238.4 +6849,10,10,6,249.56 +6850,10,11,6,260.1 +6851,10,12,6,269.98 +6852,10,13,6,273.69 +6853,10,14,6,259.12 +6854,10,15,6,251.1 +6855,10,16,6,255.46 +6856,10,17,6,222.07999999999998 +6857,10,18,6,164.75 +6858,10,19,6,154.2 +6859,10,20,6,147.76 +6860,10,21,6,144.71 +6861,10,22,6,16.49 +6862,10,23,6,15.95 +6863,10,24,6,12.82 +6864,10,1,7,9.45 +6865,10,2,7,9.93 +6866,10,3,7,8.71 +6867,10,4,7,8.78 +6868,10,5,7,8.69 +6869,10,6,7,121.61 +6870,10,7,7,120.57 +6871,10,8,7,129.70000000000002 +6872,10,9,7,153.52 +6873,10,10,7,165.97 +6874,10,11,7,175.14999999999998 +6875,10,12,7,166.54999999999998 +6876,10,13,7,168.81 +6877,10,14,7,167.16 +6878,10,15,7,169.37 +6879,10,16,7,161.23000000000002 +6880,10,17,7,126.84 +6881,10,18,7,12.18 +6882,10,19,7,9.55 +6883,10,20,7,9.07 +6884,10,21,7,9.81 +6885,10,22,7,9.69 +6886,10,23,7,9.63 +6887,10,24,7,9.93 +6888,10,1,1,10.64 +6889,10,2,1,11.11 +6890,10,3,1,10.82 +6891,10,4,1,11.31 +6892,10,5,1,11.6 +6893,10,6,1,14.709999999999999 +6894,10,7,1,14.14 +6895,10,8,1,37.019999999999996 +6896,10,9,1,95.4 +6897,10,10,1,84.63000000000001 +6898,10,11,1,80.19 +6899,10,12,1,109.39 +6900,10,13,1,102.55000000000001 +6901,10,14,1,93.82 +6902,10,15,1,120.83000000000001 +6903,10,16,1,106.47999999999999 +6904,10,17,1,89.36000000000001 +6905,10,18,1,62.89 +6906,10,19,1,26.66 +6907,10,20,1,10.55 +6908,10,21,1,9.33 +6909,10,22,1,8.38 +6910,10,23,1,8.61 +6911,10,24,1,9.0 +6912,10,1,2,12.54 +6913,10,2,2,13.69 +6914,10,3,2,13.99 +6915,10,4,2,14.48 +6916,10,5,2,14.02 +6917,10,6,2,83.2 +6918,10,7,2,98.5 +6919,10,8,2,158.23000000000002 +6920,10,9,2,166.84 +6921,10,10,2,178.79000000000002 +6922,10,11,2,194.35 +6923,10,12,2,203.43 +6924,10,13,2,212.56 +6925,10,14,2,210.85 +6926,10,15,2,227.38 +6927,10,16,2,235.78 +6928,10,17,2,182.60000000000002 +6929,10,18,2,129.43 +6930,10,19,2,124.51 +6931,10,20,2,121.61 +6932,10,21,2,115.77 +6933,10,22,2,16.42 +6934,10,23,2,15.32 +6935,10,24,2,12.73 +6936,10,1,3,12.71 +6937,10,2,3,12.33 +6938,10,3,3,13.08 +6939,10,4,3,12.74 +6940,10,5,3,11.9 +6941,10,6,3,102.9 +6942,10,7,3,118.34 +6943,10,8,3,165.19 +6944,10,9,3,172.64 +6945,10,10,3,191.65 +6946,10,11,3,216.20000000000002 +6947,10,12,3,220.36 +6948,10,13,3,242.32 +6949,10,14,3,243.32 +6950,10,15,3,250.54000000000002 +6951,10,16,3,251.17000000000002 +6952,10,17,3,200.35 +6953,10,18,3,136.68 +6954,10,19,3,133.01 +6955,10,20,3,132.06 +6956,10,21,3,124.37 +6957,10,22,3,16.34 +6958,10,23,3,15.54 +6959,10,24,3,13.76 +6960,10,1,4,13.17 +6961,10,2,4,12.67 +6962,10,3,4,11.67 +6963,10,4,4,10.68 +6964,10,5,4,11.8 +6965,10,6,4,117.15 +6966,10,7,4,124.2 +6967,10,8,4,167.07999999999998 +6968,10,9,4,164.73000000000002 +6969,10,10,4,181.72 +6970,10,11,4,199.0 +6971,10,12,4,211.23999999999998 +6972,10,13,4,223.85000000000002 +6973,10,14,4,224.29000000000002 +6974,10,15,4,221.82 +6975,10,16,4,225.9 +6976,10,17,4,187.05 +6977,10,18,4,136.46 +6978,10,19,4,129.19 +6979,10,20,4,128.28 +6980,10,21,4,123.42 +6981,10,22,4,16.0 +6982,10,23,4,14.190000000000001 +6983,10,24,4,11.51 +6984,10,1,5,11.78 +6985,10,2,5,12.05 +6986,10,3,5,13.06 +6987,10,4,5,11.45 +6988,10,5,5,12.46 +6989,10,6,5,97.61 +6990,10,7,5,114.24000000000001 +6991,10,8,5,161.72 +6992,10,9,5,167.07 +6993,10,10,5,180.55 +6994,10,11,5,194.64 +6995,10,12,5,200.92 +6996,10,13,5,217.06 +6997,10,14,5,207.13 +6998,10,15,5,210.96 +6999,10,16,5,218.01999999999998 +7000,10,17,5,164.45 +7001,10,18,5,124.00999999999999 +7002,10,19,5,116.34 +7003,10,20,5,115.07 +7004,10,21,5,113.27000000000001 +7005,10,22,5,16.32 +7006,10,23,5,16.479999999999997 +7007,10,24,5,11.68 +7008,10,1,6,10.76 +7009,10,2,6,12.91 +7010,10,3,6,11.33 +7011,10,4,6,10.86 +7012,10,5,6,11.85 +7013,10,6,6,109.58 +7014,10,7,6,119.87 +7015,10,8,6,166.64 +7016,10,9,6,173.76 +7017,10,10,6,195.19 +7018,10,11,6,214.13 +7019,10,12,6,209.58 +7020,10,13,6,223.75 +7021,10,14,6,226.1 +7022,10,15,6,234.66 +7023,10,16,6,240.05 +7024,10,17,6,189.63 +7025,10,18,6,133.39 +7026,10,19,6,127.94 +7027,10,20,6,127.69 +7028,10,21,6,122.30000000000001 +7029,10,22,6,16.93 +7030,10,23,6,16.04 +7031,10,24,6,13.56 +7032,10,1,7,10.27 +7033,10,2,7,10.3 +7034,10,3,7,8.94 +7035,10,4,7,9.08 +7036,10,5,7,9.36 +7037,10,6,7,129.44 +7038,10,7,7,134.86 +7039,10,8,7,138.28 +7040,10,9,7,147.69 +7041,10,10,7,149.34 +7042,10,11,7,158.77 +7043,10,12,7,153.8 +7044,10,13,7,151.5 +7045,10,14,7,150.05 +7046,10,15,7,144.71 +7047,10,16,7,138.41 +7048,10,17,7,127.09 +7049,10,18,7,12.96 +7050,10,19,7,9.93 +7051,10,20,7,8.89 +7052,10,21,7,9.68 +7053,10,22,7,9.09 +7054,10,23,7,9.88 +7055,10,24,7,10.13 +7056,10,1,1,8.81 +7057,10,2,1,8.92 +7058,10,3,1,9.22 +7059,10,4,1,9.4 +7060,10,5,1,8.5 +7061,10,6,1,10.69 +7062,10,7,1,11.12 +7063,10,8,1,13.53 +7064,10,9,1,73.42 +7065,10,10,1,74.88 +7066,10,11,1,71.67 +7067,10,12,1,95.17 +7068,10,13,1,87.91 +7069,10,14,1,76.19 +7070,10,15,1,92.7 +7071,10,16,1,80.64 +7072,10,17,1,69.69 +7073,10,18,1,32.69 +7074,10,19,1,8.53 +7075,10,20,1,8.76 +7076,10,21,1,8.33 +7077,10,22,1,9.4 +7078,10,23,1,8.85 +7079,10,24,1,9.36 +7080,10,1,2,11.52 +7081,10,2,2,10.83 +7082,10,3,2,11.15 +7083,10,4,2,11.5 +7084,10,5,2,11.73 +7085,10,6,2,49.29 +7086,10,7,2,60.73 +7087,10,8,2,105.2 +7088,10,9,2,113.50999999999999 +7089,10,10,2,135.93 +7090,10,11,2,153.11 +7091,10,12,2,156.93 +7092,10,13,2,171.07 +7093,10,14,2,173.09 +7094,10,15,2,172.76 +7095,10,16,2,167.51999999999998 +7096,10,17,2,138.04 +7097,10,18,2,98.28 +7098,10,19,2,91.97 +7099,10,20,2,90.74 +7100,10,21,2,84.66 +7101,10,22,2,15.59 +7102,10,23,2,14.08 +7103,10,24,2,13.06 +7104,10,1,3,14.33 +7105,10,2,3,13.05 +7106,10,3,3,12.05 +7107,10,4,3,11.69 +7108,10,5,3,10.63 +7109,10,6,3,77.46000000000001 +7110,10,7,3,90.4 +7111,10,8,3,128.13 +7112,10,9,3,128.1 +7113,10,10,3,136.63 +7114,10,11,3,147.33 +7115,10,12,3,166.65 +7116,10,13,3,178.42 +7117,10,14,3,171.41 +7118,10,15,3,159.0 +7119,10,16,3,168.8 +7120,10,17,3,144.61 +7121,10,18,3,109.43 +7122,10,19,3,106.86 +7123,10,20,3,103.97 +7124,10,21,3,98.64999999999999 +7125,10,22,3,13.85 +7126,10,23,3,13.39 +7127,10,24,3,12.97 +7128,10,1,4,13.24 +7129,10,2,4,13.87 +7130,10,3,4,14.6 +7131,10,4,4,13.33 +7132,10,5,4,13.2 +7133,10,6,4,81.1 +7134,10,7,4,102.77 +7135,10,8,4,139.92000000000002 +7136,10,9,4,140.74 +7137,10,10,4,149.07 +7138,10,11,4,153.10999999999999 +7139,10,12,4,156.32 +7140,10,13,4,156.5 +7141,10,14,4,149.6 +7142,10,15,4,143.6 +7143,10,16,4,134.94 +7144,10,17,4,114.81 +7145,10,18,4,85.99000000000001 +7146,10,19,4,84.97 +7147,10,20,4,91.25 +7148,10,21,4,85.96 +7149,10,22,4,14.709999999999999 +7150,10,23,4,15.520000000000001 +7151,10,24,4,12.99 +7152,10,1,5,12.74 +7153,10,2,5,14.1 +7154,10,3,5,14.86 +7155,10,4,5,13.49 +7156,10,5,5,13.89 +7157,10,6,5,16.81 +7158,10,7,5,26.7 +7159,10,8,5,68.06 +7160,10,9,5,75.63 +7161,10,10,5,96.97999999999999 +7162,10,11,5,110.00999999999999 +7163,10,12,5,120.06 +7164,10,13,5,130.84 +7165,10,14,5,135.56 +7166,10,15,5,145.94 +7167,10,16,5,145.22 +7168,10,17,5,109.35 +7169,10,18,5,75.22 +7170,10,19,5,66.18 +7171,10,20,5,61.37 +7172,10,21,5,52.22 +7173,10,22,5,17.13 +7174,10,23,5,18.08 +7175,10,24,5,12.71 +7176,10,1,6,12.53 +7177,10,2,6,13.06 +7178,10,3,6,13.85 +7179,10,4,6,14.6 +7180,10,5,6,13.38 +7181,10,6,6,16.05 +7182,10,7,6,28.540000000000003 +7183,10,8,6,81.93 +7184,10,9,6,103.77000000000001 +7185,10,10,6,115.86 +7186,10,11,6,134.64000000000001 +7187,10,12,6,150.21 +7188,10,13,6,159.8 +7189,10,14,6,153.15 +7190,10,15,6,146.25 +7191,10,16,6,149.78 +7192,10,17,6,123.16 +7193,10,18,6,89.67 +7194,10,19,6,79.97 +7195,10,20,6,74.11 +7196,10,21,6,66.57 +7197,10,22,6,15.76 +7198,10,23,6,14.56 +7199,10,24,6,12.62 +7200,10,1,7,9.19 +7201,10,2,7,8.22 +7202,10,3,7,9.37 +7203,10,4,7,10.11 +7204,10,5,7,8.76 +7205,10,6,7,16.61 +7206,10,7,7,21.77 +7207,10,8,7,23.35 +7208,10,9,7,33.019999999999996 +7209,10,10,7,45.14 +7210,10,11,7,64.9 +7211,10,12,7,71.14 +7212,10,13,7,74.2 +7213,10,14,7,76.2 +7214,10,15,7,74.28999999999999 +7215,10,16,7,68.71 +7216,10,17,7,55.34 +7217,10,18,7,11.620000000000001 +7218,10,19,7,8.66 +7219,10,20,7,10.02 +7220,10,21,7,10.4 +7221,10,22,7,11.17 +7222,10,23,7,10.57 +7223,10,24,7,11.49 +7224,10,1,1,11.6 +7225,10,2,1,11.6 +7226,10,3,1,11.6 +7227,10,4,1,11.02 +7228,10,5,1,9.79 +7229,10,6,1,12.58 +7230,10,7,1,12.120000000000001 +7231,10,8,1,11.59 +7232,10,9,1,11.14 +7233,10,10,1,41.75 +7234,10,11,1,63.47 +7235,10,12,1,59.02 +7236,10,13,1,76.76 +7237,10,14,1,70.21 +7238,10,15,1,64.72 +7239,10,16,1,78.35 +7240,10,17,1,26.0 +7241,10,18,1,9.87 +7242,10,19,1,10.17 +7243,10,20,1,10.55 +7244,10,21,1,10.16 +7245,10,22,1,9.37 +7246,10,23,1,9.56 +7247,10,24,1,8.49 +7248,10,1,2,12.07 +7249,10,2,2,13.05 +7250,10,3,2,11.98 +7251,10,4,2,11.4 +7252,10,5,2,11.29 +7253,10,6,2,104.17 +7254,10,7,2,117.81 +7255,10,8,2,161.5 +7256,10,9,2,151.2 +7257,10,10,2,154.51999999999998 +7258,10,11,2,157.32 +7259,10,12,2,169.21 +7260,10,13,2,173.4 +7261,10,14,2,169.81 +7262,10,15,2,166.81 +7263,10,16,2,173.25 +7264,10,17,2,158.31 +7265,10,18,2,125.65 +7266,10,19,2,114.06 +7267,10,20,2,113.41 +7268,10,21,2,106.93 +7269,10,22,2,13.36 +7270,10,23,2,12.73 +7271,10,24,2,11.14 +7272,10,1,3,11.37 +7273,10,2,3,10.43 +7274,10,3,3,9.96 +7275,10,4,3,11.98 +7276,10,5,3,12.94 +7277,10,6,3,62.7 +7278,10,7,3,72.1 +7279,10,8,3,117.92 +7280,10,9,3,118.19 +7281,10,10,3,136.85 +7282,10,11,3,132.95000000000002 +7283,10,12,3,136.24 +7284,10,13,3,132.17 +7285,10,14,3,121.78 +7286,10,15,3,115.97 +7287,10,16,3,115.97 +7288,10,17,3,103.39000000000001 +7289,10,18,3,74.19 +7290,10,19,3,65.19 +7291,10,20,3,62.09 +7292,10,21,3,51.599999999999994 +7293,10,22,3,15.360000000000001 +7294,10,23,3,13.97 +7295,10,24,3,13.2 +7296,11,1,4,11.8 +7297,11,2,4,12.62 +7298,11,3,4,12.5 +7299,11,4,4,11.92 +7300,11,5,4,12.24 +7301,11,6,4,16.37 +7302,11,7,4,25.7 +7303,11,8,4,50.74 +7304,11,9,4,54.32 +7305,11,10,4,49.91 +7306,11,11,4,56.839999999999996 +7307,11,12,4,54.52 +7308,11,13,4,61.02 +7309,11,14,4,57.46 +7310,11,15,4,62.21999999999999 +7311,11,16,4,65.83999999999999 +7312,11,17,4,51.39 +7313,11,18,4,24.27 +7314,11,19,4,21.97 +7315,11,20,4,22.03 +7316,11,21,4,19.13 +7317,11,22,4,17.85 +7318,11,23,4,17.330000000000002 +7319,11,24,4,14.12 +7320,11,1,5,12.87 +7321,11,2,5,13.17 +7322,11,3,5,11.67 +7323,11,4,5,10.72 +7324,11,5,5,12.22 +7325,11,6,5,16.44 +7326,11,7,5,30.619999999999997 +7327,11,8,5,69.67999999999999 +7328,11,9,5,63.519999999999996 +7329,11,10,5,68.19 +7330,11,11,5,84.18 +7331,11,12,5,105.56 +7332,11,13,5,108.07 +7333,11,14,5,106.49000000000001 +7334,11,15,5,104.64 +7335,11,16,5,106.37 +7336,11,17,5,75.71 +7337,11,18,5,39.68 +7338,11,19,5,29.099999999999998 +7339,11,20,5,24.45 +7340,11,21,5,19.4 +7341,11,22,5,18.04 +7342,11,23,5,17.119999999999997 +7343,11,24,5,13.79 +7344,11,1,6,14.58 +7345,11,2,6,15.46 +7346,11,3,6,15.46 +7347,11,4,6,14.77 +7348,11,5,6,15.44 +7349,11,6,6,19.130000000000003 +7350,11,7,6,31.259999999999998 +7351,11,8,6,66.94 +7352,11,9,6,64.8 +7353,11,10,6,81.95 +7354,11,11,6,97.18 +7355,11,12,6,109.06 +7356,11,13,6,112.14999999999999 +7357,11,14,6,105.53 +7358,11,15,6,101.41 +7359,11,16,6,107.27000000000001 +7360,11,17,6,85.42 +7361,11,18,6,48.95 +7362,11,19,6,39.1 +7363,11,20,6,33.41 +7364,11,21,6,25.82 +7365,11,22,6,17.94 +7366,11,23,6,16.259999999999998 +7367,11,24,6,13.73 +7368,11,1,7,11.22 +7369,11,2,7,11.29 +7370,11,3,7,11.04 +7371,11,4,7,9.97 +7372,11,5,7,9.93 +7373,11,6,7,18.11 +7374,11,7,7,23.32 +7375,11,8,7,24.05 +7376,11,9,7,26.74 +7377,11,10,7,36.730000000000004 +7378,11,11,7,53.0 +7379,11,12,7,60.43 +7380,11,13,7,64.64 +7381,11,14,7,68.92 +7382,11,15,7,70.32 +7383,11,16,7,67.91 +7384,11,17,7,59.28 +7385,11,18,7,13.24 +7386,11,19,7,9.04 +7387,11,20,7,9.67 +7388,11,21,7,9.71 +7389,11,22,7,9.47 +7390,11,23,7,9.63 +7391,11,24,7,8.93 +7392,11,1,1,8.97 +7393,11,2,1,10.06 +7394,11,3,1,10.21 +7395,11,4,1,9.23 +7396,11,5,1,8.65 +7397,11,6,1,11.63 +7398,11,7,1,12.909999999999998 +7399,11,8,1,12.84 +7400,11,9,1,12.85 +7401,11,10,1,12.2 +7402,11,11,1,11.3 +7403,11,12,1,12.33 +7404,11,13,1,11.23 +7405,11,14,1,10.399999999999999 +7406,11,15,1,11.18 +7407,11,16,1,11.129999999999999 +7408,11,17,1,10.8 +7409,11,18,1,9.79 +7410,11,19,1,9.76 +7411,11,20,1,9.75 +7412,11,21,1,10.66 +7413,11,22,1,11.34 +7414,11,23,1,11.6 +7415,11,24,1,11.6 +7416,11,1,2,15.46 +7417,11,2,2,15.46 +7418,11,3,2,15.46 +7419,11,4,2,14.45 +7420,11,5,2,14.7 +7421,11,6,2,13.57 +7422,11,7,2,18.439999999999998 +7423,11,8,2,28.86 +7424,11,9,2,66.48 +7425,11,10,2,78.03999999999999 +7426,11,11,2,85.87 +7427,11,12,2,97.43 +7428,11,13,2,114.93 +7429,11,14,2,123.53 +7430,11,15,2,124.26999999999998 +7431,11,16,2,117.03 +7432,11,17,2,112.33 +7433,11,18,2,89.95 +7434,11,19,2,58.81 +7435,11,20,2,51.099999999999994 +7436,11,21,2,42.33 +7437,11,22,2,31.689999999999998 +7438,11,23,2,16.87 +7439,11,24,2,15.280000000000001 +7440,11,1,3,11.4 +7441,11,2,3,11.61 +7442,11,3,3,11.38 +7443,11,4,3,12.18 +7444,11,5,3,11.58 +7445,11,6,3,11.5 +7446,11,7,3,16.78 +7447,11,8,3,26.35 +7448,11,9,3,72.28 +7449,11,10,3,91.2 +7450,11,11,3,116.28 +7451,11,12,3,132.77 +7452,11,13,3,141.35 +7453,11,14,3,152.37 +7454,11,15,3,146.07 +7455,11,16,3,147.67000000000002 +7456,11,17,3,137.16 +7457,11,18,3,105.24000000000001 +7458,11,19,3,73.77000000000001 +7459,11,20,3,62.489999999999995 +7460,11,21,3,56.92 +7461,11,22,3,48.59 +7462,11,23,3,16.08 +7463,11,24,3,15.49 +7464,11,1,4,10.91 +7465,11,2,4,12.16 +7466,11,3,4,12.91 +7467,11,4,4,13.95 +7468,11,5,4,14.07 +7469,11,6,4,12.88 +7470,11,7,4,14.629999999999999 +7471,11,8,4,45.13 +7472,11,9,4,107.72 +7473,11,10,4,119.31 +7474,11,11,4,132.18 +7475,11,12,4,144.76 +7476,11,13,4,151.91 +7477,11,14,4,153.2 +7478,11,15,4,151.86 +7479,11,16,4,154.57 +7480,11,17,4,149.26000000000002 +7481,11,18,4,122.91 +7482,11,19,4,98.19999999999999 +7483,11,20,4,91.17999999999999 +7484,11,21,4,89.97 +7485,11,22,4,84.94 +7486,11,23,4,15.0 +7487,11,24,4,15.41 +7488,11,1,5,11.98 +7489,11,2,5,13.21 +7490,11,3,5,12.71 +7491,11,4,5,12.76 +7492,11,5,5,13.09 +7493,11,6,5,14.4 +7494,11,7,5,50.11 +7495,11,8,5,88.81 +7496,11,9,5,139.0 +7497,11,10,5,143.15 +7498,11,11,5,163.74 +7499,11,12,5,177.67 +7500,11,13,5,190.77 +7501,11,14,5,192.34 +7502,11,15,5,194.02999999999997 +7503,11,16,5,185.23 +7504,11,17,5,179.99 +7505,11,18,5,154.27 +7506,11,19,5,123.62 +7507,11,20,5,116.27 +7508,11,21,5,115.56 +7509,11,22,5,111.03 +7510,11,23,5,18.900000000000002 +7511,11,24,5,17.38 +7512,11,1,6,13.12 +7513,11,2,6,14.33 +7514,11,3,6,15.1 +7515,11,4,6,15.21 +7516,11,5,6,15.46 +7517,11,6,6,15.46 +7518,11,7,6,110.26 +7519,11,8,6,127.64 +7520,11,9,6,180.42000000000002 +7521,11,10,6,180.09 +7522,11,11,6,187.56 +7523,11,12,6,195.01 +7524,11,13,6,206.33 +7525,11,14,6,207.39000000000001 +7526,11,15,6,193.29000000000002 +7527,11,16,6,184.32 +7528,11,17,6,182.49 +7529,11,18,6,155.24 +7530,11,19,6,125.83 +7531,11,20,6,120.65 +7532,11,21,6,118.28999999999999 +7533,11,22,6,113.19 +7534,11,23,6,13.27 +7535,11,24,6,12.86 +7536,11,1,8,8.43 +7537,11,2,8,9.9 +7538,11,3,8,10.73 +7539,11,4,8,10.6 +7540,11,5,8,9.68 +7541,11,6,8,10.58 +7542,11,7,8,13.19 +7543,11,8,8,11.540000000000001 +7544,11,9,8,12.870000000000001 +7545,11,10,8,12.719999999999999 +7546,11,11,8,11.200000000000001 +7547,11,12,8,10.96 +7548,11,13,8,12.36 +7549,11,14,8,36.7 +7550,11,15,8,13.6 +7551,11,16,8,12.110000000000001 +7552,11,17,8,11.739999999999998 +7553,11,18,8,10.459999999999999 +7554,11,19,8,7.64 +7555,11,20,8,8.25 +7556,11,21,8,8.34 +7557,11,22,8,9.82 +7558,11,23,8,9.11 +7559,11,24,8,10.24 +7560,11,1,1,9.46 +7561,11,2,1,10.13 +7562,11,3,1,9.1 +7563,11,4,1,9.28 +7564,11,5,1,9.1 +7565,11,6,1,8.76 +7566,11,7,1,11.06 +7567,11,8,1,11.719999999999999 +7568,11,9,1,10.81 +7569,11,10,1,10.2 +7570,11,11,1,31.39 +7571,11,12,1,60.28 +7572,11,13,1,78.27 +7573,11,14,1,66.16 +7574,11,15,1,63.849999999999994 +7575,11,16,1,56.36 +7576,11,17,1,19.84 +7577,11,18,1,12.67 +7578,11,19,1,9.48 +7579,11,20,1,8.79 +7580,11,21,1,10.01 +7581,11,22,1,8.88 +7582,11,23,1,8.97 +7583,11,24,1,8.77 +7584,11,1,2,13.2 +7585,11,2,2,13.47 +7586,11,3,2,13.83 +7587,11,4,2,13.8 +7588,11,5,2,13.01 +7589,11,6,2,14.26 +7590,11,7,2,18.220000000000002 +7591,11,8,2,32.03 +7592,11,9,2,90.69999999999999 +7593,11,10,2,106.03 +7594,11,11,2,122.53 +7595,11,12,2,136.13 +7596,11,13,2,142.71 +7597,11,14,2,157.19 +7598,11,15,2,153.92 +7599,11,16,2,145.14999999999998 +7600,11,17,2,136.06 +7601,11,18,2,107.74000000000001 +7602,11,19,2,78.43 +7603,11,20,2,72.86 +7604,11,21,2,70.99000000000001 +7605,11,22,2,66.03 +7606,11,23,2,16.700000000000003 +7607,11,24,2,14.72 +7608,11,1,3,12.47 +7609,11,2,3,12.48 +7610,11,3,3,11.94 +7611,11,4,3,11.88 +7612,11,5,3,13.61 +7613,11,6,3,13.61 +7614,11,7,3,69.19 +7615,11,8,3,83.34 +7616,11,9,3,126.73 +7617,11,10,3,121.57999999999998 +7618,11,11,3,122.03 +7619,11,12,3,139.47 +7620,11,13,3,151.82 +7621,11,14,3,145.97 +7622,11,15,3,143.79 +7623,11,16,3,145.07 +7624,11,17,3,145.93 +7625,11,18,3,128.56 +7626,11,19,3,97.42 +7627,11,20,3,76.32 +7628,11,21,3,72.36 +7629,11,22,3,65.56 +7630,11,23,3,16.64 +7631,11,24,3,18.06 +7632,11,1,4,13.54 +7633,11,2,4,12.68 +7634,11,3,4,12.4 +7635,11,4,4,10.99 +7636,11,5,4,12.37 +7637,11,6,4,11.13 +7638,11,7,4,27.5 +7639,11,8,4,51.11 +7640,11,9,4,97.48 +7641,11,10,4,93.73 +7642,11,11,4,100.22999999999999 +7643,11,12,4,102.22 +7644,11,13,4,111.83 +7645,11,14,4,109.25 +7646,11,15,4,102.83 +7647,11,16,4,103.07 +7648,11,17,4,109.82 +7649,11,18,4,92.98 +7650,11,19,4,61.78999999999999 +7651,11,20,4,52.5 +7652,11,21,4,43.47 +7653,11,22,4,34.370000000000005 +7654,11,23,4,14.969999999999999 +7655,11,24,4,14.39 +7656,11,1,5,11.3 +7657,11,2,5,12.29 +7658,11,3,5,11.83 +7659,11,4,5,11.86 +7660,11,5,5,13.55 +7661,11,6,5,14.19 +7662,11,7,5,16.58 +7663,11,8,5,32.589999999999996 +7664,11,9,5,97.24 +7665,11,10,5,112.13 +7666,11,11,5,130.89000000000001 +7667,11,12,5,152.64000000000001 +7668,11,13,5,153.77 +7669,11,14,5,156.66 +7670,11,15,5,160.22 +7671,11,16,5,150.54 +7672,11,17,5,137.72 +7673,11,18,5,121.4 +7674,11,19,5,89.23 +7675,11,20,5,80.09 +7676,11,21,5,76.25 +7677,11,22,5,67.88 +7678,11,23,5,15.96 +7679,11,24,5,15.799999999999999 +7680,11,1,6,13.57 +7681,11,2,6,13.71 +7682,11,3,6,14.07 +7683,11,4,6,14.54 +7684,11,5,6,13.51 +7685,11,6,6,14.55 +7686,11,7,6,19.81 +7687,11,8,6,47.7 +7688,11,9,6,103.47 +7689,11,10,6,115.47 +7690,11,11,6,130.29000000000002 +7691,11,12,6,148.32 +7692,11,13,6,153.18 +7693,11,14,6,161.19 +7694,11,15,6,151.47 +7695,11,16,6,141.34 +7696,11,17,6,143.93 +7697,11,18,6,128.2 +7698,11,19,6,97.76 +7699,11,20,6,84.45 +7700,11,21,6,78.14999999999999 +7701,11,22,6,68.8 +7702,11,23,6,14.86 +7703,11,24,6,14.729999999999999 +7704,11,1,7,8.27 +7705,11,2,7,9.07 +7706,11,3,7,9.72 +7707,11,4,7,9.47 +7708,11,5,7,10.22 +7709,11,6,7,9.97 +7710,11,7,7,17.09 +7711,11,8,7,23.35 +7712,11,9,7,40.67 +7713,11,10,7,54.81999999999999 +7714,11,11,7,69.14 +7715,11,12,7,87.14999999999999 +7716,11,13,7,99.49000000000001 +7717,11,14,7,101.22 +7718,11,15,7,102.38 +7719,11,16,7,94.74000000000001 +7720,11,17,7,92.03 +7721,11,18,7,83.77000000000001 +7722,11,19,7,11.23 +7723,11,20,7,8.92 +7724,11,21,7,9.7 +7725,11,22,7,9.36 +7726,11,23,7,10.22 +7727,11,24,7,10.81 +7728,11,1,1,10.14 +7729,11,2,1,9.46 +7730,11,3,1,8.96 +7731,11,4,1,9.01 +7732,11,5,1,9.44 +7733,11,6,1,9.29 +7734,11,7,1,12.5 +7735,11,8,1,12.08 +7736,11,9,1,13.370000000000001 +7737,11,10,1,14.549999999999999 +7738,11,11,1,14.219999999999999 +7739,11,12,1,13.74 +7740,11,13,1,12.06 +7741,11,14,1,11.719999999999999 +7742,11,15,1,12.98 +7743,11,16,1,13.520000000000001 +7744,11,17,1,11.91 +7745,11,18,1,12.21 +7746,11,19,1,9.22 +7747,11,20,1,9.08 +7748,11,21,1,8.73 +7749,11,22,1,9.36 +7750,11,23,1,8.46 +7751,11,24,1,7.92 +7752,11,1,2,10.25 +7753,11,2,2,11.09 +7754,11,3,2,12.49 +7755,11,4,2,11.55 +7756,11,5,2,10.57 +7757,11,6,2,12.47 +7758,11,7,2,106.98 +7759,11,8,2,121.47 +7760,11,9,2,149.26999999999998 +7761,11,10,2,141.92000000000002 +7762,11,11,2,154.9 +7763,11,12,2,168.02 +7764,11,13,2,185.78 +7765,11,14,2,177.51 +7766,11,15,2,176.87 +7767,11,16,2,177.57999999999998 +7768,11,17,2,177.33 +7769,11,18,2,155.24 +7770,11,19,2,123.2 +7771,11,20,2,117.74 +7772,11,21,2,112.21000000000001 +7773,11,22,2,105.6 +7774,11,23,2,18.96 +7775,11,24,2,18.470000000000002 +7776,11,1,3,13.79 +7777,11,2,3,12.6 +7778,11,3,3,12.7 +7779,11,4,3,14.08 +7780,11,5,3,15.29 +7781,11,6,3,15.46 +7782,11,7,3,56.11 +7783,11,8,3,76.03 +7784,11,9,3,129.3 +7785,11,10,3,132.44 +7786,11,11,3,139.20999999999998 +7787,11,12,3,150.77999999999997 +7788,11,13,3,156.0 +7789,11,14,3,160.89 +7790,11,15,3,149.78 +7791,11,16,3,143.82999999999998 +7792,11,17,3,141.37 +7793,11,18,3,118.86000000000001 +7794,11,19,3,94.75 +7795,11,20,3,93.39999999999999 +7796,11,21,3,90.49 +7797,11,22,3,86.06 +7798,11,23,3,15.860000000000001 +7799,11,24,3,15.54 +7800,11,1,4,12.93 +7801,11,2,4,11.59 +7802,11,3,4,13.17 +7803,11,4,4,12.49 +7804,11,5,4,13.8 +7805,11,6,4,13.13 +7806,11,7,4,82.85 +7807,11,8,4,99.38 +7808,11,9,4,147.01999999999998 +7809,11,10,4,147.94 +7810,11,11,4,155.2 +7811,11,12,4,168.60999999999999 +7812,11,13,4,172.54 +7813,11,14,4,174.54000000000002 +7814,11,15,4,159.68 +7815,11,16,4,159.32999999999998 +7816,11,17,4,157.93 +7817,11,18,4,137.06 +7818,11,19,4,111.87 +7819,11,20,4,103.75 +7820,11,21,4,101.46000000000001 +7821,11,22,4,97.51 +7822,11,23,4,18.349999999999998 +7823,11,24,4,17.51 +7824,11,1,8,11.02 +7825,11,2,8,9.89 +7826,11,3,8,9.85 +7827,11,4,8,8.76 +7828,11,5,8,9.76 +7829,11,6,8,8.53 +7830,11,7,8,10.91 +7831,11,8,8,11.319999999999999 +7832,11,9,8,11.62 +7833,11,10,8,11.32 +7834,11,11,8,29.97 +7835,11,12,8,68.61 +7836,11,13,8,74.11 +7837,11,14,8,94.33 +7838,11,15,8,86.75 +7839,11,16,8,72.88 +7840,11,17,8,20.78 +7841,11,18,8,12.44 +7842,11,19,8,10.13 +7843,11,20,8,10.36 +7844,11,21,8,9.37 +7845,11,22,8,8.82 +7846,11,23,8,9.14 +7847,11,24,8,8.8 +7848,11,1,6,11.38 +7849,11,2,6,11.35 +7850,11,3,6,11.17 +7851,11,4,6,10.58 +7852,11,5,6,11.87 +7853,11,6,6,11.27 +7854,11,7,6,41.51 +7855,11,8,6,47.99 +7856,11,9,6,81.53 +7857,11,10,6,84.0 +7858,11,11,6,88.3 +7859,11,12,6,94.03999999999999 +7860,11,13,6,94.27000000000001 +7861,11,14,6,104.58 +7862,11,15,6,92.94999999999999 +7863,11,16,6,88.78999999999999 +7864,11,17,6,89.9 +7865,11,18,6,75.22 +7866,11,19,6,46.480000000000004 +7867,11,20,6,36.04 +7868,11,21,6,33.32 +7869,11,22,6,26.36 +7870,11,23,6,15.7 +7871,11,24,6,14.860000000000001 +7872,11,1,7,8.06 +7873,11,2,7,7.71 +7874,11,3,7,7.66 +7875,11,4,7,8.16 +7876,11,5,7,8.13 +7877,11,6,7,8.61 +7878,11,7,7,16.29 +7879,11,8,7,19.39 +7880,11,9,7,41.37 +7881,11,10,7,65.49000000000001 +7882,11,11,7,86.44 +7883,11,12,7,107.18 +7884,11,13,7,106.06 +7885,11,14,7,102.9 +7886,11,15,7,95.02000000000001 +7887,11,16,7,87.60000000000001 +7888,11,17,7,83.03999999999999 +7889,11,18,7,76.53 +7890,11,19,7,10.16 +7891,11,20,7,9.63 +7892,11,21,7,8.84 +7893,11,22,7,8.13 +7894,11,23,7,9.49 +7895,11,24,7,8.7 +7896,11,1,1,8.49 +7897,11,2,1,8.03 +7898,11,3,1,8.18 +7899,11,4,1,9.25 +7900,11,5,1,9.6 +7901,11,6,1,9.59 +7902,11,7,1,11.25 +7903,11,8,1,12.15 +7904,11,9,1,11.49 +7905,11,10,1,10.73 +7906,11,11,1,11.29 +7907,11,12,1,27.18 +7908,11,13,1,62.22 +7909,11,14,1,58.0 +7910,11,15,1,65.56 +7911,11,16,1,17.740000000000002 +7912,11,17,1,11.53 +7913,11,18,1,12.99 +7914,11,19,1,10.2 +7915,11,20,1,11.13 +7916,11,21,1,11.24 +7917,11,22,1,11.14 +7918,11,23,1,11.6 +7919,11,24,1,11.6 +7920,11,1,2,14.39 +7921,11,2,2,14.38 +7922,11,3,2,14.93 +7923,11,4,2,14.58 +7924,11,5,2,13.63 +7925,11,6,2,13.97 +7926,11,7,2,17.81 +7927,11,8,2,32.66 +7928,11,9,2,78.85 +7929,11,10,2,85.12 +7930,11,11,2,105.8 +7931,11,12,2,121.21 +7932,11,13,2,129.70999999999998 +7933,11,14,2,138.63 +7934,11,15,2,126.6 +7935,11,16,2,123.6 +7936,11,17,2,117.72999999999999 +7937,11,18,2,100.49 +7938,11,19,2,69.14 +7939,11,20,2,60.519999999999996 +7940,11,21,2,53.56 +7941,11,22,2,44.2 +7942,11,23,2,19.61 +7943,11,24,2,18.96 +7944,11,1,3,13.7 +7945,11,2,3,13.99 +7946,11,3,3,13.61 +7947,11,4,3,13.85 +7948,11,5,3,14.77 +7949,11,6,3,13.22 +7950,11,7,3,17.98 +7951,11,8,3,30.560000000000002 +7952,11,9,3,65.92 +7953,11,10,3,58.67 +7954,11,11,3,66.47 +7955,11,12,3,87.99 +7956,11,13,3,105.03999999999999 +7957,11,14,3,108.65 +7958,11,15,3,100.49000000000001 +7959,11,16,3,97.61 +7960,11,17,3,93.89 +7961,11,18,3,72.83 +7962,11,19,3,40.56 +7963,11,20,3,30.65 +7964,11,21,3,22.85 +7965,11,22,3,18.369999999999997 +7966,11,23,3,16.78 +7967,11,24,3,17.52 +7968,11,1,4,12.66 +7969,11,2,4,12.84 +7970,11,3,4,11.28 +7971,11,4,4,12.37 +7972,11,5,4,13.47 +7973,11,6,4,14.5 +7974,11,7,4,18.26 +7975,11,8,4,29.97 +7976,11,9,4,67.28 +7977,11,10,4,54.06 +7978,11,11,4,50.12 +7979,11,12,4,57.220000000000006 +7980,11,13,4,65.07 +7981,11,14,4,66.19999999999999 +7982,11,15,4,63.22 +7983,11,16,4,65.34 +7984,11,17,4,60.81999999999999 +7985,11,18,4,39.51 +7986,11,19,4,20.62 +7987,11,20,4,16.380000000000003 +7988,11,21,4,18.83 +7989,11,22,4,16.45 +7990,11,23,4,17.18 +7991,11,24,4,18.29 +7992,11,1,5,14.86 +7993,11,2,5,15.46 +7994,11,3,5,15.46 +7995,11,4,5,14.8 +7996,11,5,5,15.17 +7997,11,6,5,15.46 +7998,11,7,5,19.76 +7999,11,8,5,32.19 +8000,11,9,5,73.75 +8001,11,10,5,63.959999999999994 +8002,11,11,5,68.89000000000001 +8003,11,12,5,79.27000000000001 +8004,11,13,5,82.56 +8005,11,14,5,81.49000000000001 +8006,11,15,5,79.95 +8007,11,16,5,73.33 +8008,11,17,5,75.42 +8009,11,18,5,52.970000000000006 +8010,11,19,5,32.22 +8011,11,20,5,27.220000000000002 +8012,11,21,5,23.24 +8013,11,22,5,18.200000000000003 +8014,11,23,5,15.1 +8015,11,24,5,16.599999999999998 +8016,12,1,6,13.84 +8017,12,2,6,12.82 +8018,12,3,6,11.57 +8019,12,4,6,11.37 +8020,12,5,6,10.4 +8021,12,6,6,11.08 +8022,12,7,6,15.42 +8023,12,8,6,28.41 +8024,12,9,6,63.44 +8025,12,10,6,52.25 +8026,12,11,6,50.2 +8027,12,12,6,65.03999999999999 +8028,12,13,6,88.91999999999999 +8029,12,14,6,102.22 +8030,12,15,6,96.31 +8031,12,16,6,91.61 +8032,12,17,6,89.17 +8033,12,18,6,72.97 +8034,12,19,6,46.42 +8035,12,20,6,36.75 +8036,12,21,6,32.02 +8037,12,22,6,25.95 +8038,12,23,6,17.34 +8039,12,24,6,15.58 +8040,12,1,7,8.18 +8041,12,2,7,9.36 +8042,12,3,7,9.65 +8043,12,4,7,8.79 +8044,12,5,7,8.75 +8045,12,6,7,8.49 +8046,12,7,7,15.04 +8047,12,8,7,18.669999999999998 +8048,12,9,7,24.830000000000002 +8049,12,10,7,29.06 +8050,12,11,7,27.98 +8051,12,12,7,27.15 +8052,12,13,7,21.450000000000003 +8053,12,14,7,17.42 +8054,12,15,7,16.14 +8055,12,16,7,16.22 +8056,12,17,7,17.26 +8057,12,18,7,15.18 +8058,12,19,7,13.48 +8059,12,20,7,9.39 +8060,12,21,7,8.63 +8061,12,22,7,8.54 +8062,12,23,7,9.37 +8063,12,24,7,9.28 +8064,12,1,1,9.79 +8065,12,2,1,8.99 +8066,12,3,1,8.24 +8067,12,4,1,8.78 +8068,12,5,1,9.24 +8069,12,6,1,9.68 +8070,12,7,1,13.35 +8071,12,8,1,13.68 +8072,12,9,1,12.37 +8073,12,10,1,12.48 +8074,12,11,1,13.610000000000001 +8075,12,12,1,14.49 +8076,12,13,1,13.69 +8077,12,14,1,13.850000000000001 +8078,12,15,1,12.299999999999999 +8079,12,16,1,13.45 +8080,12,17,1,11.860000000000001 +8081,12,18,1,11.41 +8082,12,19,1,9.27 +8083,12,20,1,9.74 +8084,12,21,1,9.07 +8085,12,22,1,8.14 +8086,12,23,1,9.05 +8087,12,24,1,10.02 +8088,12,1,2,14.21 +8089,12,2,2,14.04 +8090,12,3,2,14.64 +8091,12,4,2,13.26 +8092,12,5,2,13.57 +8093,12,6,2,12.35 +8094,12,7,2,60.16 +8095,12,8,2,77.27000000000001 +8096,12,9,2,99.45 +8097,12,10,2,92.28 +8098,12,11,2,93.17 +8099,12,12,2,99.6 +8100,12,13,2,104.88 +8101,12,14,2,117.53 +8102,12,15,2,132.92 +8103,12,16,2,121.49000000000001 +8104,12,17,2,115.13 +8105,12,18,2,95.35 +8106,12,19,2,67.65 +8107,12,20,2,57.349999999999994 +8108,12,21,2,52.31 +8109,12,22,2,45.44 +8110,12,23,2,14.51 +8111,12,24,2,16.38 +8112,12,1,3,12.06 +8113,12,2,3,12.13 +8114,12,3,3,13.74 +8115,12,4,3,14.26 +8116,12,5,3,13.82 +8117,12,6,3,12.22 +8118,12,7,3,14.940000000000001 +8119,12,8,3,28.89 +8120,12,9,3,62.62 +8121,12,10,3,61.97 +8122,12,11,3,72.06 +8123,12,12,3,84.87 +8124,12,13,3,92.01 +8125,12,14,3,87.51 +8126,12,15,3,84.82 +8127,12,16,3,81.42 +8128,12,17,3,71.98 +8129,12,18,3,56.519999999999996 +8130,12,19,3,24.64 +8131,12,20,3,18.12 +8132,12,21,3,18.24 +8133,12,22,3,15.450000000000001 +8134,12,23,3,15.43 +8135,12,24,3,13.97 +8136,12,1,4,11.01 +8137,12,2,4,12.18 +8138,12,3,4,11.46 +8139,12,4,4,10.44 +8140,12,5,4,10.78 +8141,12,6,4,12.01 +8142,12,7,4,14.84 +8143,12,8,4,26.630000000000003 +8144,12,9,4,54.48 +8145,12,10,4,45.12 +8146,12,11,4,52.08 +8147,12,12,4,64.86 +8148,12,13,4,77.2 +8149,12,14,4,83.4 +8150,12,15,4,76.76 +8151,12,16,4,68.47 +8152,12,17,4,63.32 +8153,12,18,4,47.96000000000001 +8154,12,19,4,22.95 +8155,12,20,4,17.36 +8156,12,21,4,17.33 +8157,12,22,4,16.34 +8158,12,23,4,16.29 +8159,12,24,4,14.27 +8160,12,1,5,12.91 +8161,12,2,5,11.22 +8162,12,3,5,12.38 +8163,12,4,5,13.88 +8164,12,5,5,15.07 +8165,12,6,5,15.15 +8166,12,7,5,19.86 +8167,12,8,5,35.29 +8168,12,9,5,72.42 +8169,12,10,5,64.07 +8170,12,11,5,71.92999999999999 +8171,12,12,5,86.13 +8172,12,13,5,100.0 +8173,12,14,5,109.49000000000001 +8174,12,15,5,105.22999999999999 +8175,12,16,5,100.16 +8176,12,17,5,88.01 +8177,12,18,5,66.17 +8178,12,19,5,38.82 +8179,12,20,5,29.42 +8180,12,21,5,23.990000000000002 +8181,12,22,5,17.21 +8182,12,23,5,15.39 +8183,12,24,5,16.580000000000002 +8184,12,1,6,13.49 +8185,12,2,6,12.68 +8186,12,3,6,14.04 +8187,12,4,6,12.24 +8188,12,5,6,13.03 +8189,12,6,6,14.34 +8190,12,7,6,19.580000000000002 +8191,12,8,6,35.44 +8192,12,9,6,76.44 +8193,12,10,6,79.96 +8194,12,11,6,87.45 +8195,12,12,6,95.13999999999999 +8196,12,13,6,102.00999999999999 +8197,12,14,6,105.91 +8198,12,15,6,101.96 +8199,12,16,6,99.77000000000001 +8200,12,17,6,95.32 +8201,12,18,6,76.12 +8202,12,19,6,49.26 +8203,12,20,6,42.97 +8204,12,21,6,38.83 +8205,12,22,6,28.060000000000002 +8206,12,23,6,15.16 +8207,12,24,6,15.09 +8208,12,1,7,9.71 +8209,12,2,7,9.43 +8210,12,3,7,9.1 +8211,12,4,7,10.25 +8212,12,5,7,10.28 +8213,12,6,7,10.71 +8214,12,7,7,18.93 +8215,12,8,7,26.7 +8216,12,9,7,28.84 +8217,12,10,7,30.39 +8218,12,11,7,30.68 +8219,12,12,7,33.940000000000005 +8220,12,13,7,22.72 +8221,12,14,7,19.2 +8222,12,15,7,15.489999999999998 +8223,12,16,7,14.36 +8224,12,17,7,16.7 +8225,12,18,7,15.25 +8226,12,19,7,13.610000000000001 +8227,12,20,7,10.62 +8228,12,21,7,9.24 +8229,12,22,7,8.48 +8230,12,23,7,9.38 +8231,12,24,7,8.25 +8232,12,1,1,7.63 +8233,12,2,1,9.36 +8234,12,3,1,8.29 +8235,12,4,1,7.85 +8236,12,5,1,9.69 +8237,12,6,1,10.08 +8238,12,7,1,13.07 +8239,12,8,1,11.55 +8240,12,9,1,10.4 +8241,12,10,1,12.59 +8242,12,11,1,12.920000000000002 +8243,12,12,1,12.959999999999999 +8244,12,13,1,12.41 +8245,12,14,1,12.58 +8246,12,15,1,11.6 +8247,12,16,1,12.52 +8248,12,17,1,12.25 +8249,12,18,1,11.54 +8250,12,19,1,8.87 +8251,12,20,1,8.7 +8252,12,21,1,9.61 +8253,12,22,1,8.52 +8254,12,23,1,9.1 +8255,12,24,1,10.14 +8256,12,1,2,14.4 +8257,12,2,2,12.68 +8258,12,3,2,12.92 +8259,12,4,2,11.56 +8260,12,5,2,12.19 +8261,12,6,2,13.75 +8262,12,7,2,16.240000000000002 +8263,12,8,2,31.17 +8264,12,9,2,63.46 +8265,12,10,2,58.209999999999994 +8266,12,11,2,57.23 +8267,12,12,2,56.56999999999999 +8268,12,13,2,53.620000000000005 +8269,12,14,2,59.26 +8270,12,15,2,47.04 +8271,12,16,2,51.33 +8272,12,17,2,54.690000000000005 +8273,12,18,2,37.99 +8274,12,19,2,20.110000000000003 +8275,12,20,2,17.880000000000003 +8276,12,21,2,17.9 +8277,12,22,2,16.26 +8278,12,23,2,17.79 +8279,12,24,2,15.71 +8280,12,1,3,12.09 +8281,12,2,3,11.6 +8282,12,3,3,13.39 +8283,12,4,3,12.32 +8284,12,5,3,11.07 +8285,12,6,3,10.98 +8286,12,7,3,14.91 +8287,12,8,3,25.77 +8288,12,9,3,62.31 +8289,12,10,3,76.33000000000001 +8290,12,11,3,86.31 +8291,12,12,3,95.05000000000001 +8292,12,13,3,109.99000000000001 +8293,12,14,3,115.68 +8294,12,15,3,103.28 +8295,12,16,3,95.78 +8296,12,17,3,98.7 +8297,12,18,3,75.79 +8298,12,19,3,53.129999999999995 +8299,12,20,3,44.99 +8300,12,21,3,39.84 +8301,12,22,3,30.16 +8302,12,23,3,15.309999999999999 +8303,12,24,3,13.8 +8304,12,1,4,10.82 +8305,12,2,4,12.73 +8306,12,3,4,13.58 +8307,12,4,4,12.05 +8308,12,5,4,13.49 +8309,12,6,4,12.26 +8310,12,7,4,16.959999999999997 +8311,12,8,4,28.43 +8312,12,9,4,56.2 +8313,12,10,4,52.620000000000005 +8314,12,11,4,54.71 +8315,12,12,4,62.050000000000004 +8316,12,13,4,68.87 +8317,12,14,4,73.87 +8318,12,15,4,69.39 +8319,12,16,4,65.65 +8320,12,17,4,58.11 +8321,12,18,4,42.599999999999994 +8322,12,19,4,19.630000000000003 +8323,12,20,4,19.040000000000003 +8324,12,21,4,16.9 +8325,12,22,4,13.59 +8326,12,23,4,16.6 +8327,12,24,4,16.09 +8328,12,1,5,12.82 +8329,12,2,5,12.99 +8330,12,3,5,14.23 +8331,12,4,5,13.53 +8332,12,5,5,13.93 +8333,12,6,5,15.01 +8334,12,7,5,19.41 +8335,12,8,5,32.67 +8336,12,9,5,68.83 +8337,12,10,5,79.23 +8338,12,11,5,95.0 +8339,12,12,5,111.93 +8340,12,13,5,133.17000000000002 +8341,12,14,5,137.35 +8342,12,15,5,136.21 +8343,12,16,5,136.03 +8344,12,17,5,127.79 +8345,12,18,5,114.8 +8346,12,19,5,91.85 +8347,12,20,5,84.77 +8348,12,21,5,81.32 +8349,12,22,5,69.25 +8350,12,23,5,13.71 +8351,12,24,5,14.35 +8352,12,1,6,10.57 +8353,12,2,6,12.02 +8354,12,3,6,11.86 +8355,12,4,6,11.65 +8356,12,5,6,12.06 +8357,12,6,6,13.39 +8358,12,7,6,18.46 +8359,12,8,6,39.25 +8360,12,9,6,89.55 +8361,12,10,6,98.94 +8362,12,11,6,121.25 +8363,12,12,6,138.24 +8364,12,13,6,148.04 +8365,12,14,6,159.35 +8366,12,15,6,152.43 +8367,12,16,6,149.53 +8368,12,17,6,140.39 +8369,12,18,6,125.83 +8370,12,19,6,104.22 +8371,12,20,6,96.86 +8372,12,21,6,94.68 +8373,12,22,6,91.44 +8374,12,23,6,17.14 +8375,12,24,6,15.78 +8376,12,1,7,10.22 +8377,12,2,7,10.86 +8378,12,3,7,9.92 +8379,12,4,7,10.25 +8380,12,5,7,9.2 +8381,12,6,7,9.13 +8382,12,7,7,86.06 +8383,12,8,7,92.56 +8384,12,9,7,103.06 +8385,12,10,7,112.82000000000001 +8386,12,11,7,121.6 +8387,12,12,7,135.72 +8388,12,13,7,127.75999999999999 +8389,12,14,7,125.13 +8390,12,15,7,117.57 +8391,12,16,7,108.80000000000001 +8392,12,17,7,103.28 +8393,12,18,7,101.71000000000001 +8394,12,19,7,11.77 +8395,12,20,7,8.62 +8396,12,21,7,8.74 +8397,12,22,7,8.72 +8398,12,23,7,9.5 +8399,12,24,7,10.06 +8400,12,1,1,10.67 +8401,12,2,1,9.44 +8402,12,3,1,9.26 +8403,12,4,1,9.79 +8404,12,5,1,8.77 +8405,12,6,1,8.64 +8406,12,7,1,12.02 +8407,12,8,1,11.7 +8408,12,9,1,10.85 +8409,12,10,1,11.93 +8410,12,11,1,38.010000000000005 +8411,12,12,1,59.52 +8412,12,13,1,75.32 +8413,12,14,1,70.87 +8414,12,15,1,62.989999999999995 +8415,12,16,1,59.61000000000001 +8416,12,17,1,11.26 +8417,12,18,1,12.610000000000001 +8418,12,19,1,9.72 +8419,12,20,1,8.82 +8420,12,21,1,8.29 +8421,12,22,1,7.92 +8422,12,23,1,9.02 +8423,12,24,1,8.07 +8424,12,1,2,10.87 +8425,12,2,2,10.42 +8426,12,3,2,10.56 +8427,12,4,2,11.9 +8428,12,5,2,12.24 +8429,12,6,2,11.23 +8430,12,7,2,49.64 +8431,12,8,2,71.19 +8432,12,9,2,129.89 +8433,12,10,2,133.18 +8434,12,11,2,148.84 +8435,12,12,2,161.43 +8436,12,13,2,170.89 +8437,12,14,2,168.63 +8438,12,15,2,155.83 +8439,12,16,2,150.35000000000002 +8440,12,17,2,151.95 +8441,12,18,2,136.18 +8442,12,19,2,111.91 +8443,12,20,2,104.95 +8444,12,21,2,100.13 +8445,12,22,2,97.21 +8446,12,23,2,18.240000000000002 +8447,12,24,2,17.31 +8448,12,1,3,14.41 +8449,12,2,3,15.46 +8450,12,3,3,14.7 +8451,12,4,3,15.46 +8452,12,5,3,14.56 +8453,12,6,3,13.84 +8454,12,7,3,54.120000000000005 +8455,12,8,3,64.42 +8456,12,9,3,104.86 +8457,12,10,3,120.88 +8458,12,11,3,132.68 +8459,12,12,3,148.94 +8460,12,13,3,154.6 +8461,12,14,3,149.82 +8462,12,15,3,137.97 +8463,12,16,3,137.12 +8464,12,17,3,141.78 +8465,12,18,3,131.75 +8466,12,19,3,101.77 +8467,12,20,3,92.11 +8468,12,21,3,89.08 +8469,12,22,3,83.25 +8470,12,23,3,13.25 +8471,12,24,3,16.029999999999998 +8472,12,1,4,13.83 +8473,12,2,4,13.19 +8474,12,3,4,11.85 +8475,12,4,4,11.48 +8476,12,5,4,10.69 +8477,12,6,4,11.28 +8478,12,7,4,31.1 +8479,12,8,4,51.7 +8480,12,9,4,101.23 +8481,12,10,4,116.3 +8482,12,11,4,134.92000000000002 +8483,12,12,4,145.6 +8484,12,13,4,157.92000000000002 +8485,12,14,4,161.01 +8486,12,15,4,158.73000000000002 +8487,12,16,4,165.89999999999998 +8488,12,17,4,151.72 +8489,12,18,4,122.57 +8490,12,19,4,89.88 +8491,12,20,4,77.41 +8492,12,21,4,68.22 +8493,12,22,4,56.72 +8494,12,23,4,16.5 +8495,12,24,4,17.88 +8496,12,1,5,14.23 +8497,12,2,5,13.34 +8498,12,3,5,13.39 +8499,12,4,5,12.91 +8500,12,5,5,12.0 +8501,12,6,5,13.37 +8502,12,7,5,17.39 +8503,12,8,5,29.080000000000002 +8504,12,9,5,67.26 +8505,12,10,5,59.35 +8506,12,11,5,53.43 +8507,12,12,5,57.36 +8508,12,13,5,68.36 +8509,12,14,5,71.7 +8510,12,15,5,69.86 +8511,12,16,5,67.19000000000001 +8512,12,17,5,66.52 +8513,12,18,5,51.54 +8514,12,19,5,24.03 +8515,12,20,5,21.32 +8516,12,21,5,20.830000000000002 +8517,12,22,5,17.91 +8518,12,23,5,16.83 +8519,12,24,5,17.41 +8520,12,1,6,13.31 +8521,12,2,6,13.61 +8522,12,3,6,12.8 +8523,12,4,6,13.44 +8524,12,5,6,14.63 +8525,12,6,6,13.79 +8526,12,7,6,17.93 +8527,12,8,6,31.72 +8528,12,9,6,72.72 +8529,12,10,6,86.87 +8530,12,11,6,108.15 +8531,12,12,6,128.42 +8532,12,13,6,142.45 +8533,12,14,6,150.9 +8534,12,15,6,146.76 +8535,12,16,6,136.7 +8536,12,17,6,133.67000000000002 +8537,12,18,6,106.28999999999999 +8538,12,19,6,77.99000000000001 +8539,12,20,6,67.5 +8540,12,21,6,58.699999999999996 +8541,12,22,6,46.04 +8542,12,23,6,15.42 +8543,12,24,6,16.45 +8544,12,1,7,9.49 +8545,12,2,7,8.57 +8546,12,3,7,8.19 +8547,12,4,7,7.77 +8548,12,5,7,8.46 +8549,12,6,7,9.41 +8550,12,7,7,17.92 +8551,12,8,7,22.98 +8552,12,9,7,24.05 +8553,12,10,7,28.51 +8554,12,11,7,29.650000000000002 +8555,12,12,7,43.410000000000004 +8556,12,13,7,42.44 +8557,12,14,7,43.55 +8558,12,15,7,44.230000000000004 +8559,12,16,7,38.28 +8560,12,17,7,32.339999999999996 +8561,12,18,7,18.69 +8562,12,19,7,13.569999999999999 +8563,12,20,7,9.61 +8564,12,21,7,8.97 +8565,12,22,7,8.39 +8566,12,23,7,7.75 +8567,12,24,7,9.43 +8568,12,1,1,8.31 +8569,12,2,1,8.74 +8570,12,3,1,8.48 +8571,12,4,1,9.7 +8572,12,5,1,9.33 +8573,12,6,1,10.2 +8574,12,7,1,12.23 +8575,12,8,1,11.49 +8576,12,9,1,12.700000000000001 +8577,12,10,1,12.98 +8578,12,11,1,11.290000000000001 +8579,12,12,1,12.8 +8580,12,13,1,11.700000000000001 +8581,12,14,1,12.11 +8582,12,15,1,11.01 +8583,12,16,1,11.25 +8584,12,17,1,12.61 +8585,12,18,1,12.600000000000001 +8586,12,19,1,8.63 +8587,12,20,1,9.93 +8588,12,21,1,10.76 +8589,12,22,1,9.44 +8590,12,23,1,10.02 +8591,12,24,1,9.72 +8592,12,1,8,9.4 +8593,12,2,8,8.44 +8594,12,3,8,8.17 +8595,12,4,8,9.2 +8596,12,5,8,8.25 +8597,12,6,8,7.61 +8598,12,7,8,10.6 +8599,12,8,8,10.17 +8600,12,9,8,11.100000000000001 +8601,12,10,8,11.76 +8602,12,11,8,12.930000000000001 +8603,12,12,8,13.27 +8604,12,13,8,11.59 +8605,12,14,8,13.15 +8606,12,15,8,11.34 +8607,12,16,8,12.450000000000001 +8608,12,17,8,11.76 +8609,12,18,8,11.2 +8610,12,19,8,8.04 +8611,12,20,8,9.63 +8612,12,21,8,9.24 +8613,12,22,8,8.7 +8614,12,23,8,8.42 +8615,12,24,8,9.18 +8616,12,1,3,13.6 +8617,12,2,3,13.4 +8618,12,3,3,12.51 +8619,12,4,3,11.53 +8620,12,5,3,12.25 +8621,12,6,3,12.67 +8622,12,7,3,17.91 +8623,12,8,3,31.76 +8624,12,9,3,71.67999999999999 +8625,12,10,3,64.23 +8626,12,11,3,61.57 +8627,12,12,3,61.440000000000005 +8628,12,13,3,67.77 +8629,12,14,3,74.25 +8630,12,15,3,70.22 +8631,12,16,3,66.71000000000001 +8632,12,17,3,65.52000000000001 +8633,12,18,3,50.370000000000005 +8634,12,19,3,26.22 +8635,12,20,3,21.57 +8636,12,21,3,22.29 +8637,12,22,3,19.96 +8638,12,23,3,19.62 +8639,12,24,3,19.6 +8640,12,1,4,15.46 +8641,12,2,4,15.46 +8642,12,3,4,15.46 +8643,12,4,4,14.71 +8644,12,5,4,14.65 +8645,12,6,4,15.46 +8646,12,7,4,19.5 +8647,12,8,4,33.620000000000005 +8648,12,9,4,66.5 +8649,12,10,4,55.08 +8650,12,11,4,50.61 +8651,12,12,4,58.08 +8652,12,13,4,61.550000000000004 +8653,12,14,4,62.31 +8654,12,15,4,60.440000000000005 +8655,12,16,4,61.720000000000006 +8656,12,17,4,66.7 +8657,12,18,4,51.89 +8658,12,19,4,26.4 +8659,12,20,4,22.439999999999998 +8660,12,21,4,22.6 +8661,12,22,4,18.31 +8662,12,23,4,16.39 +8663,12,24,4,17.64 +8664,12,1,5,14.04 +8665,12,2,5,12.24 +8666,12,3,5,12.34 +8667,12,4,5,12.3 +8668,12,5,5,12.72 +8669,12,6,5,12.13 +8670,12,7,5,16.65 +8671,12,8,5,30.21 +8672,12,9,5,66.97 +8673,12,10,5,52.91 +8674,12,11,5,47.3 +8675,12,12,5,53.53 +8676,12,13,5,58.44 +8677,12,14,5,63.57 +8678,12,15,5,52.84 +8679,12,16,5,52.99 +8680,12,17,5,56.45 +8681,12,18,5,41.53 +8682,12,19,5,23.74 +8683,12,20,5,17.990000000000002 +8684,12,21,5,17.09 +8685,12,22,5,14.549999999999999 +8686,12,23,5,15.25 +8687,12,24,5,14.59 +8688,12,1,6,12.76 +8689,12,2,6,11.68 +8690,12,3,6,12.82 +8691,12,4,6,12.56 +8692,12,5,6,11.13 +8693,12,6,6,12.2 +8694,12,7,6,16.77 +8695,12,8,6,27.22 +8696,12,9,6,62.36 +8697,12,10,6,61.24 +8698,12,11,6,83.01 +8699,12,12,6,105.08 +8700,12,13,6,121.80000000000001 +8701,12,14,6,130.42000000000002 +8702,12,15,6,125.36000000000001 +8703,12,16,6,120.50999999999999 +8704,12,17,6,115.03 +8705,12,18,6,89.47 +8706,12,19,6,63.620000000000005 +8707,12,20,6,59.75 +8708,12,21,6,60.25 +8709,12,22,6,57.06 +8710,12,23,6,17.09 +8711,12,24,6,14.93 +8712,12,1,7,9.14 +8713,12,2,7,8.85 +8714,12,3,7,8.72 +8715,12,4,7,9.54 +8716,12,5,7,8.49 +8717,12,6,7,9.49 +8718,12,7,7,39.879999999999995 +8719,12,8,7,43.46 +8720,12,9,7,52.9 +8721,12,10,7,63.21 +8722,12,11,7,66.34 +8723,12,12,7,72.97999999999999 +8724,12,13,7,68.52 +8725,12,14,7,68.59 +8726,12,15,7,66.31 +8727,12,16,7,62.17 +8728,12,17,7,47.53 +8729,12,18,7,43.21 +8730,12,19,7,13.0 +8731,12,20,7,9.84 +8732,12,21,7,8.77 +8733,12,22,7,8.44 +8734,12,23,7,9.59 +8735,12,24,7,9.41 +8736,12,1,1,9.4 +8737,12,2,1,10.32 +8738,12,3,1,9.57 +8739,12,4,1,9.46 +8740,12,5,1,9.41 +8741,12,6,1,8.73 +8742,12,7,1,12.86 +8743,12,8,1,12.64 +8744,12,9,1,12.76 +8745,12,10,1,12.83 +8746,12,11,1,12.63 +8747,12,12,1,11.44 +8748,12,13,1,11.82 +8749,12,14,1,11.21 +8750,12,15,1,11.260000000000002 +8751,12,16,1,12.42 +8752,12,17,1,11.24 +8753,12,18,1,10.39 +8754,12,19,1,8.68 +8755,12,20,1,9.37 +8756,12,21,1,10.13 +8757,12,22,1,10.17 +8758,12,23,1,9.51 +8759,12,24,1,9.48 diff --git a/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv b/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv index 41557f9..33d6bd2 100644 --- a/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv +++ b/building_energy_storage_simulation/data/preprocessed/solar_generation_profile.csv @@ -1,4 +1,4 @@ -,Inverter Power (W) +,Generation [kWh] 0,0.0 1,0.0 2,0.0 @@ -6,16 +6,16 @@ 4,0.0 5,0.0 6,0.0 -7,19.8897 -8,253.431 -9,391.36 -10,516.506 -11,525.329 -12,587.309 -13,614.509 -14,458.635 -15,351.1 -16,151.153 +7,5.9669099999999995 +8,76.0293 +9,117.40800000000002 +10,154.95180000000002 +11,157.59869999999998 +12,176.1927 +13,184.3527 +14,137.5905 +15,105.33000000000001 +16,45.34589999999999 17,0.0 18,0.0 19,0.0 @@ -30,16 +30,16 @@ 28,0.0 29,0.0 30,0.0 -31,8.58858 -32,137.251 -33,153.369 -34,183.96 -35,397.082 -36,248.472 -37,233.457 -38,233.211 -39,203.956 -40,167.73 +31,2.576574 +32,41.17530000000001 +33,46.0107 +34,55.188 +35,119.1246 +36,74.5416 +37,70.0371 +38,69.9633 +39,61.1868 +40,50.318999999999996 41,0.0 42,0.0 43,0.0 @@ -54,16 +54,16 @@ 52,0.0 53,0.0 54,0.0 -55,19.5194 -56,191.798 -57,360.851 -58,494.317 -59,567.174 -60,592.126 -61,540.423 -62,381.893 -63,335.817 -64,148.173 +55,5.85582 +56,57.5394 +57,108.25529999999999 +58,148.2951 +59,170.1522 +60,177.63779999999997 +61,162.1269 +62,114.5679 +63,100.74510000000001 +64,44.4519 65,0.0 66,0.0 67,0.0 @@ -78,16 +78,16 @@ 76,0.0 77,0.0 78,0.0 -79,7.88321 -80,95.3933 -81,166.205 -82,202.98 -83,322.742 -84,365.435 -85,361.916 -86,426.126 -87,325.985 -88,173.094 +79,2.364963 +80,28.61799 +81,49.86150000000001 +82,60.894 +83,96.82260000000001 +84,109.6305 +85,108.57480000000001 +86,127.83779999999999 +87,97.7955 +88,51.9282 89,0.0 90,0.0 91,0.0 @@ -102,16 +102,16 @@ 100,0.0 101,0.0 102,0.0 -103,16.4908 -104,314.353 -105,525.881 -106,649.184 -107,707.335 -108,696.78 -109,648.851 -110,536.887 -111,365.021 -112,159.198 +103,4.94724 +104,94.3059 +105,157.7643 +106,194.7552 +107,212.2005 +108,209.034 +109,194.65529999999998 +110,161.06609999999998 +111,109.50630000000001 +112,47.7594 113,0.0 114,0.0 115,0.0 @@ -126,16 +126,16 @@ 124,0.0 125,0.0 126,0.0 -127,15.5808 -128,329.988 -129,545.579 -130,671.339 -131,742.628 -132,760.764 -133,710.609 -134,591.123 -135,414.851 -136,193.163 +127,4.67424 +128,98.9964 +129,163.67369999999997 +130,201.4017 +131,222.78840000000002 +132,228.2292 +133,213.1827 +134,177.3369 +135,124.45530000000001 +136,57.9489 137,0.0 138,0.0 139,0.0 @@ -151,15 +151,15 @@ 149,0.0 150,0.0 151,0.0 -152,33.1006 -153,62.2152 -154,60.3373 -155,50.6307 -156,37.7803 -157,495.733 -158,462.906 -159,323.359 -160,131.241 +152,9.93018 +153,18.66456 +154,18.10119 +155,15.189210000000001 +156,11.334089999999998 +157,148.7199 +158,138.8718 +159,97.0077 +160,39.37230000000001 161,0.0 162,0.0 163,0.0 @@ -174,16 +174,16 @@ 172,0.0 173,0.0 174,0.0 -175,1.46183 -176,34.1552 -177,62.6652 -178,34.8546 -179,69.7161 -180,58.3562 -181,654.29 -182,538.766 -183,456.949 -184,225.549 +175,0.43854899999999997 +176,10.24656 +177,18.79956 +178,10.45638 +179,20.914830000000002 +180,17.50686 +181,196.28699999999998 +182,161.6298 +183,137.0847 +184,67.6647 185,0.0 186,0.0 187,0.0 @@ -198,16 +198,16 @@ 196,0.0 197,0.0 198,0.0 -199,41.2624 -200,47.9522 -201,147.007 -202,151.598 -203,88.5405 -204,649.76 -205,376.174 -206,316.702 -207,182.201 -208,143.832 +199,12.37872 +200,14.38566 +201,44.1021 +202,45.479400000000005 +203,26.56215 +204,194.928 +205,112.85219999999998 +206,95.0106 +207,54.6603 +208,43.1496 209,0.0 210,0.0 211,0.0 @@ -223,15 +223,15 @@ 221,0.0 222,0.0 223,0.0 -224,12.9083 -225,30.0455 -226,48.7528 -227,58.484 -228,57.6092 -229,534.153 -230,445.277 -231,301.264 -232,144.889 +224,3.8724900000000004 +225,9.01365 +226,14.62584 +227,17.5452 +228,17.28276 +229,160.2459 +230,133.5831 +231,90.37920000000001 +232,43.4667 233,0.0 234,0.0 235,0.0 @@ -246,16 +246,16 @@ 244,0.0 245,0.0 246,0.0 -247,17.5351 -248,277.303 -249,501.505 -250,529.808 -251,614.978 -252,642.298 -253,439.027 -254,429.94 -255,321.96 -256,132.383 +247,5.26053 +248,83.19090000000001 +249,150.45149999999998 +250,158.9424 +251,184.49339999999998 +252,192.6894 +253,131.7081 +254,128.982 +255,96.588 +256,39.7149 257,0.0 258,0.0 259,0.0 @@ -270,16 +270,16 @@ 268,0.0 269,0.0 270,0.0 -271,18.9983 -272,306.502 -273,531.946 -274,761.102 -275,771.656 -276,520.39 -277,293.144 -278,132.522 -279,104.593 -280,17.3149 +271,5.69949 +272,91.9506 +273,159.5838 +274,228.33059999999998 +275,231.49679999999998 +276,156.11700000000002 +277,87.9432 +278,39.7566 +279,31.3779 +280,5.19447 281,0.0 282,0.0 283,0.0 @@ -294,16 +294,16 @@ 292,0.0 293,0.0 294,0.0 -295,14.976 -296,219.814 -297,303.737 -298,405.057 -299,437.168 -300,484.338 -301,462.522 -302,391.831 -303,224.403 -304,88.2536 +295,4.492800000000001 +296,65.9442 +297,91.12110000000001 +298,121.5171 +299,131.1504 +300,145.3014 +301,138.7566 +302,117.54930000000002 +303,67.3209 +304,26.47608 305,0.0 306,0.0 307,0.0 @@ -318,16 +318,16 @@ 316,0.0 317,0.0 318,0.0 -319,3.96633 -320,67.4132 -321,116.554 -322,168.201 -323,165.681 -324,135.675 -325,111.604 -326,93.1814 -327,29.1228 -328,12.9105 +319,1.1898990000000003 +320,20.22396 +321,34.9662 +322,50.4603 +323,49.7043 +324,40.70250000000001 +325,33.4812 +326,27.95442 +327,8.73684 +328,3.87315 329,0.0 330,0.0 331,0.0 @@ -342,16 +342,16 @@ 340,0.0 341,0.0 342,0.0 -343,15.8263 -344,318.382 -345,525.751 -346,649.072 -347,725.539 -348,724.144 -349,684.632 -350,587.022 -351,443.389 -352,223.973 +343,4.747890000000001 +344,95.5146 +345,157.7253 +346,194.7216 +347,217.66169999999997 +348,217.2432 +349,205.38959999999997 +350,176.10660000000001 +351,133.01670000000001 +352,67.1919 353,0.0 354,0.0 355,0.0 @@ -366,16 +366,16 @@ 364,0.0 365,0.0 366,0.0 -367,16.7888 -368,342.347 -369,564.271 -370,683.311 -371,749.687 -372,756.995 -373,691.932 -374,594.865 -375,442.08 -376,226.331 +367,5.03664 +368,102.70409999999998 +369,169.2813 +370,204.9933 +371,224.9061 +372,227.0985 +373,207.5796 +374,178.4595 +375,132.624 +376,67.8993 377,0.0 378,0.0 379,0.0 @@ -390,16 +390,16 @@ 388,0.0 389,0.0 390,0.0 -391,16.518 -392,327.729 -393,535.605 -394,647.337 -395,726.624 -396,740.326 -397,710.505 -398,613.32 -399,440.23 -400,221.387 +391,4.9554 +392,98.31869999999999 +393,160.6815 +394,194.20109999999997 +395,217.9872 +396,222.0978 +397,213.15149999999997 +398,183.99600000000004 +399,132.06900000000002 +400,66.4161 401,0.0 402,0.0 403,0.0 @@ -414,16 +414,16 @@ 412,0.0 413,0.0 414,0.0 -415,1.34949 -416,54.786 -417,105.699 -418,147.689 -419,144.776 -420,123.222 -421,92.1937 -422,84.4085 -423,58.4223 -424,15.6414 +415,0.404847 +416,16.4358 +417,31.7097 +418,44.3067 +419,43.43280000000001 +420,36.9666 +421,27.65811 +422,25.32255 +423,17.52669 +424,4.69242 425,0.0 426,0.0 427,0.0 @@ -438,16 +438,16 @@ 436,0.0 437,0.0 438,0.0 -439,0.504694 -440,40.5238 -441,102.844 -442,545.251 -443,637.434 -444,118.673 -445,242.738 -446,159.238 -447,18.4622 -448,5.14249 +439,0.1514082 +440,12.15714 +441,30.853199999999998 +442,163.57529999999997 +443,191.2302 +444,35.6019 +445,72.8214 +446,47.7714 +447,5.538659999999999 +448,1.5427469999999999 449,0.0 450,0.0 451,0.0 @@ -462,16 +462,16 @@ 460,0.0 461,0.0 462,0.0 -463,7.76647 -464,102.328 -465,173.133 -466,283.426 -467,346.667 -468,328.42 -469,294.151 -470,229.115 -471,145.495 -472,55.7323 +463,2.3299410000000003 +464,30.6984 +465,51.9399 +466,85.0278 +467,104.00009999999999 +468,98.526 +469,88.2453 +470,68.7345 +471,43.648500000000006 +472,16.71969 473,0.0 474,0.0 475,0.0 @@ -486,16 +486,16 @@ 484,0.0 485,0.0 486,0.0 -487,10.8224 -488,86.8677 -489,154.168 -490,124.232 -491,162.397 -492,154.605 -493,183.067 -494,153.437 -495,44.9541 -496,19.9953 +487,3.24672 +488,26.06031 +489,46.2504 +490,37.2696 +491,48.7191 +492,46.381499999999996 +493,54.920100000000005 +494,46.0311 +495,13.486229999999999 +496,5.99859 497,0.0 498,0.0 499,0.0 @@ -510,16 +510,16 @@ 508,0.0 509,0.0 510,0.0 -511,104.072 -512,293.301 -513,419.033 -514,506.406 -515,573.569 -516,591.631 -517,573.777 -518,467.594 -519,350.66 -520,192.539 +511,31.2216 +512,87.99029999999999 +513,125.70989999999999 +514,151.92180000000002 +515,172.0707 +516,177.48930000000001 +517,172.13310000000004 +518,140.2782 +519,105.19800000000001 +520,57.7617 521,0.0 522,0.0 523,0.0 @@ -534,16 +534,16 @@ 532,0.0 533,0.0 534,0.0 -535,117.637 -536,326.42 -537,475.052 -538,570.935 -539,641.069 -540,657.339 -541,621.817 -542,531.812 -543,404.632 -544,217.146 +535,35.2911 +536,97.92600000000002 +537,142.5156 +538,171.2805 +539,192.3207 +540,197.2017 +541,186.5451 +542,159.54360000000003 +543,121.3896 +544,65.1438 545,0.0 546,0.0 547,0.0 @@ -558,16 +558,16 @@ 556,0.0 557,0.0 558,0.0 -559,127.143 -560,349.215 -561,500.515 -562,598.702 -563,651.052 -564,679.575 -565,635.932 -566,542.546 -567,412.231 -568,224.182 +559,38.142900000000004 +560,104.7645 +561,150.15449999999998 +562,179.61059999999998 +563,195.31560000000002 +564,203.8725 +565,190.77960000000002 +566,162.76380000000003 +567,123.6693 +568,67.2546 569,0.0 570,0.0 571,0.0 @@ -582,16 +582,16 @@ 580,0.0 581,0.0 582,0.0 -583,134.519 -584,365.324 -585,550.088 -586,665.318 -587,730.321 -588,735.71 -589,690.364 -590,591.459 -591,440.418 -592,239.537 +583,40.3557 +584,109.59720000000002 +585,165.02639999999997 +586,199.59539999999998 +587,219.09629999999999 +588,220.71300000000002 +589,207.1092 +590,177.43769999999998 +591,132.1254 +592,71.8611 593,0.0 594,0.0 595,0.0 @@ -606,16 +606,16 @@ 604,0.0 605,0.0 606,0.0 -607,115.878 -608,320.323 -609,496.907 -610,616.901 -611,658.611 -612,675.248 -613,623.073 -614,550.025 -615,385.928 -616,211.472 +607,34.7634 +608,96.09689999999999 +609,149.0721 +610,185.07029999999997 +611,197.58329999999998 +612,202.57440000000003 +613,186.9219 +614,165.0075 +615,115.7784 +616,63.44160000000001 617,0.0 618,0.0 619,0.0 @@ -630,16 +630,16 @@ 628,0.0 629,0.0 630,0.0 -631,9.11548 -632,50.6716 -633,74.4425 -634,102.751 -635,118.876 -636,133.734 -637,114.731 -638,92.7679 -639,62.9733 -640,28.6291 +631,2.7346440000000003 +632,15.201479999999998 +633,22.332749999999997 +634,30.825300000000002 +635,35.662800000000004 +636,40.120200000000004 +637,34.4193 +638,27.83037 +639,18.89199 +640,8.58873 641,0.0 642,0.0 643,0.0 @@ -654,16 +654,16 @@ 652,0.0 653,0.0 654,0.0 -655,38.8238 -656,133.819 -657,226.672 -658,276.313 -659,272.455 -660,307.787 -661,288.295 -662,196.907 -663,118.46 -664,46.8398 +655,11.64714 +656,40.1457 +657,68.0016 +658,82.89389999999999 +659,81.7365 +660,92.33609999999999 +661,86.4885 +662,59.0721 +663,35.538 +664,14.051939999999998 665,0.0 666,0.0 667,0.0 @@ -678,16 +678,16 @@ 676,0.0 677,0.0 678,0.0 -679,23.0718 -680,58.206 -681,84.4422 -682,164.249 -683,142.671 -684,37.5981 -685,413.721 -686,337.899 -687,288.709 -688,158.31 +679,6.92154 +680,17.4618 +681,25.332659999999997 +682,49.2747 +683,42.8013 +684,11.279430000000001 +685,124.1163 +686,101.3697 +687,86.6127 +688,47.493 689,0.0 690,0.0 691,0.0 @@ -702,16 +702,16 @@ 700,0.0 701,0.0 702,0.0 -703,18.9137 -704,69.2071 -705,166.352 -706,209.709 -707,191.736 -708,148.751 -709,77.2211 -710,58.3536 -711,48.2462 -712,23.2284 +703,5.67411 +704,20.76213 +705,49.9056 +706,62.9127 +707,57.520799999999994 +708,44.625299999999996 +709,23.16633 +710,17.50608 +711,14.47386 +712,6.96852 713,0.0 714,0.0 715,0.0 @@ -726,16 +726,16 @@ 724,0.0 725,0.0 726,0.0 -727,25.5059 -728,109.459 -729,183.046 -730,235.714 -731,237.665 -732,250.242 -733,259.662 -734,203.866 -735,145.87 -736,51.2589 +727,7.651770000000001 +728,32.8377 +729,54.913799999999995 +730,70.7142 +731,71.2995 +732,75.0726 +733,77.8986 +734,61.159800000000004 +735,43.761 +736,15.377669999999998 737,0.0 738,0.0 739,0.0 @@ -750,17 +750,17 @@ 748,0.0 749,0.0 750,0.0 -751,13.8199 -752,33.4324 -753,77.2044 -754,114.174 -755,37.2083 -756,309.959 -757,318.544 -758,334.645 -759,289.402 -760,229.354 -761,1.85557 +751,4.14597 +752,10.029720000000001 +753,23.161320000000003 +754,34.2522 +755,11.16249 +756,92.98769999999999 +757,95.5632 +758,100.39349999999999 +759,86.8206 +760,68.8062 +761,0.556671 762,0.0 763,0.0 764,0.0 @@ -774,16 +774,16 @@ 772,0.0 773,0.0 774,0.0 -775,93.4879 -776,197.387 -777,270.392 -778,268.588 -779,504.714 -780,458.967 -781,563.659 -782,327.813 -783,240.796 -784,97.3054 +775,28.04637 +776,59.216100000000004 +777,81.11760000000001 +778,80.57640000000002 +779,151.4142 +780,137.6901 +781,169.0977 +782,98.34389999999999 +783,72.2388 +784,29.19162 785,0.0 786,0.0 787,0.0 @@ -798,16 +798,16 @@ 796,0.0 797,0.0 798,0.0 -799,114.478 -800,299.936 -801,485.146 -802,606.049 -803,681.144 -804,687.451 -805,658.68 -806,545.833 -807,402.372 -808,219.751 +799,34.343399999999995 +800,89.98079999999999 +801,145.5438 +802,181.8147 +803,204.3432 +804,206.23530000000002 +805,197.60399999999998 +806,163.7499 +807,120.7116 +808,65.92530000000001 809,0.0 810,0.0 811,0.0 @@ -822,17 +822,17 @@ 820,0.0 821,0.0 822,0.0 -823,61.5776 -824,207.281 -825,290.526 -826,80.3514 -827,348.796 -828,612.215 -829,292.731 -830,345.745 -831,462.682 -832,243.057 -833,1.36098 +823,18.47328 +824,62.1843 +825,87.15780000000001 +826,24.105420000000002 +827,104.6388 +828,183.66450000000003 +829,87.81930000000001 +830,103.7235 +831,138.80460000000002 +832,72.9171 +833,0.40829400000000005 834,0.0 835,0.0 836,0.0 @@ -846,16 +846,16 @@ 844,0.0 845,0.0 846,0.0 -847,131.861 -848,344.711 -849,545.891 -850,672.545 -851,724.389 -852,727.95 -853,678.572 -854,587.035 -855,430.106 -856,218.542 +847,39.558299999999996 +848,103.41329999999999 +849,163.7673 +850,201.7635 +851,217.31670000000003 +852,218.38500000000002 +853,203.5716 +854,176.1105 +855,129.0318 +856,65.5626 857,0.0 858,0.0 859,0.0 @@ -870,16 +870,16 @@ 868,0.0 869,0.0 870,0.0 -871,37.1445 -872,125.973 -873,175.814 -874,277.312 -875,319.686 -876,287.804 -877,241.662 -878,193.793 -879,119.847 -880,47.3463 +871,11.143350000000002 +872,37.7919 +873,52.7442 +874,83.1936 +875,95.90579999999999 +876,86.34119999999999 +877,72.49860000000001 +878,58.137899999999995 +879,35.9541 +880,14.20389 881,0.0 882,0.0 883,0.0 @@ -894,16 +894,16 @@ 892,0.0 893,0.0 894,0.0 -895,51.9845 -896,202.09 -897,319.403 -898,324.085 -899,262.786 -900,229.9 -901,239.778 -902,172.523 -903,103.926 -904,41.2804 +895,15.595349999999998 +896,60.626999999999995 +897,95.8209 +898,97.22549999999998 +899,78.8358 +900,68.97 +901,71.93339999999999 +902,51.7569 +903,31.1778 +904,12.384120000000001 905,0.0 906,0.0 907,0.0 @@ -918,17 +918,17 @@ 916,0.0 917,0.0 918,0.0 -919,30.5332 -920,70.8447 -921,208.404 -922,204.501 -923,192.888 -924,302.124 -925,416.267 -926,450.854 -927,471.887 -928,249.167 -929,8.58739 +919,9.15996 +920,21.25341 +921,62.5212 +922,61.350300000000004 +923,57.8664 +924,90.6372 +925,124.8801 +926,135.2562 +927,141.5661 +928,74.7501 +929,2.5762169999999998 930,0.0 931,0.0 932,0.0 @@ -942,16 +942,16 @@ 940,0.0 941,0.0 942,0.0 -943,36.7492 -944,127.214 -945,216.848 -946,256.599 -947,259.775 -948,255.968 -949,201.849 -950,175.226 -951,113.08 -952,46.8102 +943,11.02476 +944,38.1642 +945,65.0544 +946,76.9797 +947,77.93249999999999 +948,76.79039999999999 +949,60.5547 +950,52.5678 +951,33.924 +952,14.04306 953,0.0 954,0.0 955,0.0 @@ -966,16 +966,16 @@ 964,0.0 965,0.0 966,0.0 -967,26.4936 -968,371.739 -969,548.847 -970,708.257 -971,493.613 -972,360.714 -973,236.686 -974,400.207 -975,33.0062 -976,65.0473 +967,7.94808 +968,111.5217 +969,164.6541 +970,212.47709999999998 +971,148.0839 +972,108.21419999999999 +973,71.00580000000001 +974,120.06209999999999 +975,9.90186 +976,19.51419 977,0.0 978,0.0 979,0.0 @@ -990,16 +990,16 @@ 988,0.0 989,0.0 990,0.0 -991,36.5648 -992,123.758 -993,210.606 -994,313.249 -995,326.837 -996,272.828 -997,239.121 -998,180.019 -999,107.239 -1000,49.3083 +991,10.96944 +992,37.127399999999994 +993,63.181799999999996 +994,93.9747 +995,98.05109999999999 +996,81.84839999999998 +997,71.7363 +998,54.005700000000004 +999,32.1717 +1000,14.792489999999999 1001,0.0 1002,0.0 1003,0.0 @@ -1014,17 +1014,17 @@ 1012,0.0 1013,0.0 1014,0.0 -1015,119.29 -1016,321.934 -1017,514.038 -1018,613.268 -1019,688.888 -1020,724.985 -1021,676.984 -1022,606.447 -1023,456.84 -1024,242.446 -1025,4.4982 +1015,35.787 +1016,96.58020000000002 +1017,154.2114 +1018,183.9804 +1019,206.6664 +1020,217.4955 +1021,203.0952 +1022,181.9341 +1023,137.052 +1024,72.7338 +1025,1.3494599999999999 1026,0.0 1027,0.0 1028,0.0 @@ -1038,17 +1038,17 @@ 1036,0.0 1037,0.0 1038,0.0 -1039,94.5195 -1040,301.816 -1041,514.171 -1042,604.061 -1043,543.919 -1044,633.062 -1045,547.168 -1046,486.2 -1047,429.382 -1048,248.111 -1049,8.18235 +1039,28.355849999999997 +1040,90.5448 +1041,154.25130000000001 +1042,181.21830000000003 +1043,163.17569999999998 +1044,189.9186 +1045,164.1504 +1046,145.85999999999999 +1047,128.81459999999998 +1048,74.4333 +1049,2.4547049999999997 1050,0.0 1051,0.0 1052,0.0 @@ -1062,17 +1062,17 @@ 1060,0.0 1061,0.0 1062,0.0 -1063,128.373 -1064,340.125 -1065,542.267 -1066,647.874 -1067,700.799 -1068,677.502 -1069,638.747 -1070,545.285 -1071,395.157 -1072,219.843 -1073,3.89973 +1063,38.5119 +1064,102.03750000000001 +1065,162.6801 +1066,194.36220000000003 +1067,210.23969999999997 +1068,203.2506 +1069,191.6241 +1070,163.5855 +1071,118.5471 +1072,65.9529 +1073,1.169919 1074,0.0 1075,0.0 1076,0.0 @@ -1086,16 +1086,16 @@ 1084,0.0 1085,0.0 1086,0.0 -1087,25.423 -1088,55.9794 -1089,98.0463 -1090,145.883 -1091,189.823 -1092,190.985 -1093,158.742 -1094,145.668 -1095,95.955 -1096,47.3752 +1087,7.626899999999999 +1088,16.79382 +1089,29.413890000000002 +1090,43.764900000000004 +1091,56.94690000000001 +1092,57.295500000000004 +1093,47.6226 +1094,43.70040000000001 +1095,28.7865 +1096,14.21256 1097,0.0 1098,0.0 1099,0.0 @@ -1110,17 +1110,17 @@ 1108,0.0 1109,0.0 1110,0.0 -1111,124.529 -1112,372.622 -1113,499.752 -1114,642.907 -1115,670.901 -1116,650.825 -1117,583.568 -1118,509.47 -1119,395.497 -1120,233.565 -1121,5.22118 +1111,37.3587 +1112,111.7866 +1113,149.9256 +1114,192.8721 +1115,201.2703 +1116,195.24750000000003 +1117,175.0704 +1118,152.84099999999998 +1119,118.64909999999999 +1120,70.0695 +1121,1.5663540000000002 1122,0.0 1123,0.0 1124,0.0 @@ -1134,16 +1134,16 @@ 1132,0.0 1133,0.0 1134,0.0 -1135,142.366 -1136,430.499 -1137,335.779 -1138,293.067 -1139,286.205 -1140,188.114 -1141,232.42 -1142,360.932 -1143,190.248 -1144,64.4398 +1135,42.70980000000001 +1136,129.1497 +1137,100.7337 +1138,87.9201 +1139,85.86149999999999 +1140,56.434200000000004 +1141,69.726 +1142,108.27960000000002 +1143,57.0744 +1144,19.331940000000003 1145,0.0 1146,0.0 1147,0.0 @@ -1158,17 +1158,17 @@ 1156,0.0 1157,0.0 1158,0.0 -1159,126.532 -1160,302.089 -1161,481.093 -1162,601.238 -1163,655.164 -1164,729.97 -1165,605.04 -1166,434.846 -1167,250.494 -1168,196.898 -1169,6.97422 +1159,37.9596 +1160,90.6267 +1161,144.3279 +1162,180.37140000000002 +1163,196.54919999999998 +1164,218.991 +1165,181.51199999999997 +1166,130.4538 +1167,75.1482 +1168,59.069399999999995 +1169,2.092266 1170,0.0 1171,0.0 1172,0.0 @@ -1182,17 +1182,17 @@ 1180,0.0 1181,0.0 1182,0.0 -1183,124.417 -1184,292.178 -1185,410.629 -1186,493.814 -1187,501.813 -1188,636.326 -1189,551.47 -1190,456.98 -1191,295.185 -1192,173.629 -1193,7.50262 +1183,37.3251 +1184,87.6534 +1185,123.18870000000001 +1186,148.1442 +1187,150.54389999999998 +1188,190.89780000000002 +1189,165.441 +1190,137.094 +1191,88.5555 +1192,52.088699999999996 +1193,2.250786 1194,0.0 1195,0.0 1196,0.0 @@ -1206,17 +1206,17 @@ 1204,0.0 1205,0.0 1206,0.0 -1207,150.362 -1208,364.982 -1209,533.099 -1210,658.034 -1211,724.549 -1212,738.777 -1213,699.826 -1214,601.804 -1215,467.178 -1216,254.157 -1217,9.6869 +1207,45.108599999999996 +1208,109.4946 +1209,159.92970000000003 +1210,197.4102 +1211,217.3647 +1212,221.6331 +1213,209.94780000000003 +1214,180.5412 +1215,140.1534 +1216,76.2471 +1217,2.90607 1218,0.0 1219,0.0 1220,0.0 @@ -1230,16 +1230,16 @@ 1228,0.0 1229,0.0 1230,0.0 -1231,8.20576 -1232,48.7817 -1233,102.961 -1234,136.208 -1235,192.977 -1236,196.866 -1237,146.944 -1238,127.296 -1239,103.298 -1240,53.5116 +1231,2.461728 +1232,14.634509999999999 +1233,30.888299999999997 +1234,40.8624 +1235,57.893100000000004 +1236,59.0598 +1237,44.0832 +1238,38.18880000000001 +1239,30.9894 +1240,16.05348 1241,0.0 1242,0.0 1243,0.0 @@ -1254,16 +1254,16 @@ 1252,0.0 1253,0.0 1254,0.0 -1255,7.43571 -1256,29.2963 -1257,48.7557 -1258,66.5739 -1259,80.7615 -1260,83.1138 -1261,76.6401 -1262,57.1648 -1263,33.7999 -1264,15.9388 +1255,2.230713 +1256,8.788889999999999 +1257,14.62671 +1258,19.97217 +1259,24.22845 +1260,24.93414 +1261,22.99203 +1262,17.149440000000002 +1263,10.13997 +1264,4.7816399999999994 1265,0.0 1266,0.0 1267,0.0 @@ -1278,17 +1278,17 @@ 1276,0.0 1277,0.0 1278,0.0 -1279,147.067 -1280,368.868 -1281,567.052 -1282,697.573 -1283,759.903 -1284,750.43 -1285,713.549 -1286,622.217 -1287,465.318 -1288,246.133 -1289,10.5479 +1279,44.1201 +1280,110.6604 +1281,170.1156 +1282,209.2719 +1283,227.9709 +1284,225.129 +1285,214.0647 +1286,186.6651 +1287,139.5954 +1288,73.8399 +1289,3.1643700000000003 1290,0.0 1291,0.0 1292,0.0 @@ -1302,17 +1302,17 @@ 1300,0.0 1301,0.0 1302,0.0 -1303,148.098 -1304,359.822 -1305,547.161 -1306,639.594 -1307,712.204 -1308,730.744 -1309,690.2 -1310,574.108 -1311,404.553 -1312,209.089 -1313,8.10397 +1303,44.4294 +1304,107.94659999999999 +1305,164.14829999999998 +1306,191.8782 +1307,213.66119999999998 +1308,219.22320000000002 +1309,207.06 +1310,172.23239999999998 +1311,121.3659 +1312,62.7267 +1313,2.431191 1314,0.0 1315,0.0 1316,0.0 @@ -1326,17 +1326,17 @@ 1324,0.0 1325,0.0 1326,0.0 -1327,160.137 -1328,379.318 -1329,565.151 -1330,695.232 -1331,763.049 -1332,774.819 -1333,731.755 -1334,626.052 -1335,473.813 -1336,258.243 -1337,13.6186 +1327,48.0411 +1328,113.7954 +1329,169.5453 +1330,208.56959999999998 +1331,228.91469999999998 +1332,232.4457 +1333,219.52650000000003 +1334,187.81560000000002 +1335,142.1439 +1336,77.4729 +1337,4.08558 1338,0.0 1339,0.0 1340,0.0 @@ -1350,17 +1350,17 @@ 1348,0.0 1349,0.0 1350,0.0 -1351,138.287 -1352,352.578 -1353,540.13 -1354,646.087 -1355,679.656 -1356,671.735 -1357,614.556 -1358,525.769 -1359,373.619 -1360,189.441 -1361,8.40899 +1351,41.4861 +1352,105.77339999999998 +1353,162.039 +1354,193.8261 +1355,203.89679999999998 +1356,201.5205 +1357,184.36679999999998 +1358,157.7307 +1359,112.08570000000002 +1360,56.8323 +1361,2.522697 1362,0.0 1363,0.0 1364,0.0 @@ -1374,17 +1374,17 @@ 1372,0.0 1373,0.0 1374,0.0 -1375,154.147 -1376,355.367 -1377,537.045 -1378,655.806 -1379,717.74 -1380,723.375 -1381,687.785 -1382,581.232 -1383,442.152 -1384,236.765 -1385,12.7024 +1375,46.244099999999996 +1376,106.61010000000002 +1377,161.1135 +1378,196.7418 +1379,215.322 +1380,217.0125 +1381,206.3355 +1382,174.3696 +1383,132.6456 +1384,71.0295 +1385,3.8107200000000003 1386,0.0 1387,0.0 1388,0.0 @@ -1398,17 +1398,17 @@ 1396,0.0 1397,0.0 1398,0.0 -1399,44.8657 -1400,119.364 -1401,203.958 -1402,245.032 -1403,297.348 -1404,300.066 -1405,257.917 -1406,229.292 -1407,157.533 -1408,84.4361 -1409,2.68631 +1399,13.459709999999998 +1400,35.8092 +1401,61.1874 +1402,73.5096 +1403,89.2044 +1404,90.0198 +1405,77.37509999999999 +1406,68.7876 +1407,47.259899999999995 +1408,25.33083 +1409,0.8058930000000001 1410,0.0 1411,0.0 1412,0.0 @@ -1422,17 +1422,17 @@ 1420,0.0 1421,0.0 1422,0.0 -1423,77.6997 -1424,55.7419 -1425,30.5782 -1426,345.68 -1427,254.746 -1428,257.614 -1429,470.236 -1430,412.729 -1431,205.492 -1432,178.915 -1433,10.4856 +1423,23.309910000000002 +1424,16.72257 +1425,9.17346 +1426,103.704 +1427,76.42380000000001 +1428,77.28419999999998 +1429,141.0708 +1430,123.8187 +1431,61.6476 +1432,53.674499999999995 +1433,3.14568 1434,0.0 1435,0.0 1436,0.0 @@ -1446,17 +1446,17 @@ 1444,0.0 1445,0.0 1446,0.0 -1447,139.764 -1448,255.93 -1449,538.154 -1450,512.274 -1451,578.104 -1452,530.493 -1453,554.59 -1454,469.169 -1455,291.396 -1456,161.322 -1457,3.48524 +1447,41.9292 +1448,76.779 +1449,161.4462 +1450,153.6822 +1451,173.43120000000002 +1452,159.14790000000002 +1453,166.377 +1454,140.7507 +1455,87.41879999999999 +1456,48.3966 +1457,1.045572 1458,0.0 1459,0.0 1460,0.0 @@ -1470,17 +1470,17 @@ 1468,0.0 1469,0.0 1470,0.0 -1471,71.2264 -1472,183.794 -1473,279.69 -1474,445.057 -1475,345.584 -1476,470.714 -1477,549.517 -1478,547.055 -1479,439.383 -1480,302.622 -1481,34.055 +1471,21.367919999999998 +1472,55.138200000000005 +1473,83.907 +1474,133.5171 +1475,103.6752 +1476,141.2142 +1477,164.85510000000002 +1478,164.11649999999997 +1479,131.8149 +1480,90.7866 +1481,10.2165 1482,0.0 1483,0.0 1484,0.0 @@ -1494,17 +1494,17 @@ 1492,0.0 1493,0.0 1494,0.0 -1495,19.0512 -1496,51.9262 -1497,85.1093 -1498,107.888 -1499,110.113 -1500,112.636 -1501,123.023 -1502,99.1026 -1503,61.4445 -1504,35.1368 -1505,0.517454 +1495,5.71536 +1496,15.57786 +1497,25.53279 +1498,32.366400000000006 +1499,33.0339 +1500,33.7908 +1501,36.9069 +1502,29.73078 +1503,18.43335 +1504,10.54104 +1505,0.1552362 1506,0.0 1507,0.0 1508,0.0 @@ -1518,16 +1518,16 @@ 1516,0.0 1517,0.0 1518,0.0 -1519,15.9462 -1520,50.6075 -1521,103.31 -1522,164.733 -1523,188.773 -1524,171.152 -1525,141.361 -1526,124.141 -1527,97.8678 -1528,39.6955 +1519,4.78386 +1520,15.18225 +1521,30.993 +1522,49.4199 +1523,56.6319 +1524,51.3456 +1525,42.4083 +1526,37.2423 +1527,29.36034 +1528,11.90865 1529,0.0 1530,0.0 1531,0.0 @@ -1542,17 +1542,17 @@ 1540,0.0 1541,0.0 1542,0.0 -1543,47.7084 -1544,116.569 -1545,201.06 -1546,247.113 -1547,282.918 -1548,326.959 -1549,294.608 -1550,234.0 -1551,180.571 -1552,88.0033 -1553,7.56309 +1543,14.31252 +1544,34.9707 +1545,60.318 +1546,74.1339 +1547,84.8754 +1548,98.0877 +1549,88.38239999999999 +1550,70.2 +1551,54.1713 +1552,26.400989999999997 +1553,2.268927 1554,0.0 1555,0.0 1556,0.0 @@ -1566,17 +1566,17 @@ 1564,0.0 1565,0.0 1566,0.0 -1567,180.73 -1568,398.913 -1569,574.241 -1570,706.084 -1571,767.398 -1572,775.454 -1573,718.06 -1574,619.817 -1575,460.545 -1576,260.94 -1577,68.4185 +1567,54.219 +1568,119.6739 +1569,172.2723 +1570,211.82519999999997 +1571,230.2194 +1572,232.6362 +1573,215.41799999999998 +1574,185.94510000000002 +1575,138.1635 +1576,78.282 +1577,20.52555 1578,0.0 1579,0.0 1580,0.0 @@ -1590,17 +1590,17 @@ 1588,0.0 1589,0.0 1590,0.0 -1591,121.431 -1592,273.153 -1593,425.291 -1594,473.932 -1595,552.67 -1596,630.712 -1597,637.474 -1598,519.44 -1599,399.296 -1600,274.408 -1601,89.4714 +1591,36.4293 +1592,81.94590000000001 +1593,127.5873 +1594,142.1796 +1595,165.801 +1596,189.21359999999999 +1597,191.24220000000003 +1598,155.832 +1599,119.7888 +1600,82.32240000000002 +1601,26.841420000000003 1602,0.0 1603,0.0 1604,0.0 @@ -1614,17 +1614,17 @@ 1612,0.0 1613,0.0 1614,0.0 -1615,116.406 -1616,221.292 -1617,417.048 -1618,329.472 -1619,343.521 -1620,298.917 -1621,334.156 -1622,308.106 -1623,437.755 -1624,322.449 -1625,71.6877 +1615,34.921800000000005 +1616,66.38759999999999 +1617,125.11439999999999 +1618,98.8416 +1619,103.05630000000001 +1620,89.6751 +1621,100.24680000000001 +1622,92.4318 +1623,131.3265 +1624,96.73469999999999 +1625,21.506310000000003 1626,0.0 1627,0.0 1628,0.0 @@ -1637,18 +1637,18 @@ 1635,0.0 1636,0.0 1637,0.0 -1638,0.653653 -1639,196.538 -1640,405.994 -1641,579.813 -1642,689.445 -1643,750.133 -1644,757.342 -1645,717.194 -1646,633.882 -1647,498.54 -1648,287.283 -1649,77.7578 +1638,0.19609590000000002 +1639,58.961400000000005 +1640,121.79820000000001 +1641,173.9439 +1642,206.83350000000002 +1643,225.03990000000002 +1644,227.2026 +1645,215.1582 +1646,190.16459999999998 +1647,149.562 +1648,86.1849 +1649,23.32734 1650,0.0 1651,0.0 1652,0.0 @@ -1662,17 +1662,17 @@ 1660,0.0 1661,0.0 1662,0.0 -1663,99.1734 -1664,473.934 -1665,618.664 -1666,475.152 -1667,409.045 -1668,177.343 -1669,177.123 -1670,284.392 -1671,229.205 -1672,87.803 -1673,13.1057 +1663,29.752019999999998 +1664,142.1802 +1665,185.5992 +1666,142.54559999999998 +1667,122.7135 +1668,53.2029 +1669,53.136900000000004 +1670,85.3176 +1671,68.76150000000001 +1672,26.340899999999998 +1673,3.9317100000000003 1674,0.0 1675,0.0 1676,0.0 @@ -1686,17 +1686,17 @@ 1684,0.0 1685,0.0 1686,0.0 -1687,107.725 -1688,216.959 -1689,311.828 -1690,441.434 -1691,423.763 -1692,498.154 -1693,381.462 -1694,406.088 -1695,245.958 -1696,150.624 -1697,33.9905 +1687,32.317499999999995 +1688,65.0877 +1689,93.5484 +1690,132.4302 +1691,127.1289 +1692,149.4462 +1693,114.4386 +1694,121.8264 +1695,73.7874 +1696,45.187200000000004 +1697,10.19715 1698,0.0 1699,0.0 1700,0.0 @@ -1710,17 +1710,17 @@ 1708,0.0 1709,0.0 1710,0.0 -1711,78.4394 -1712,308.78 -1713,295.546 -1714,387.357 -1715,343.197 -1716,380.056 -1717,155.07 -1718,401.687 -1719,206.16 -1720,14.5275 -1721,27.7917 +1711,23.531820000000003 +1712,92.634 +1713,88.6638 +1714,116.2071 +1715,102.9591 +1716,114.0168 +1717,46.520999999999994 +1718,120.5061 +1719,61.848000000000006 +1720,4.35825 +1721,8.33751 1722,0.0 1723,0.0 1724,0.0 @@ -1734,17 +1734,17 @@ 1732,0.0 1733,0.0 1734,0.0 -1735,44.4462 -1736,95.9272 -1737,144.357 -1738,183.664 -1739,193.302 -1740,218.437 -1741,210.386 -1742,188.295 -1743,136.169 -1744,71.0045 -1745,16.1922 +1735,13.33386 +1736,28.77816 +1737,43.307100000000005 +1738,55.099199999999996 +1739,57.9906 +1740,65.53110000000001 +1741,63.1158 +1742,56.488499999999995 +1743,40.8507 +1744,21.30135 +1745,4.85766 1746,0.0 1747,0.0 1748,0.0 @@ -1757,18 +1757,18 @@ 1755,0.0 1756,0.0 1757,0.0 -1758,4.54783 -1759,186.531 -1760,396.911 -1761,566.364 -1762,663.937 -1763,721.34 -1764,715.343 -1765,678.875 -1766,573.253 -1767,410.831 -1768,228.665 -1769,60.2551 +1758,1.364349 +1759,55.9593 +1760,119.0733 +1761,169.9092 +1762,199.1811 +1763,216.402 +1764,214.60289999999998 +1765,203.6625 +1766,171.9759 +1767,123.2493 +1768,68.59949999999999 +1769,18.076529999999998 1770,0.0 1771,0.0 1772,0.0 @@ -1781,18 +1781,18 @@ 1779,0.0 1780,0.0 1781,0.0 -1782,6.14253 -1783,190.86 -1784,398.57 -1785,559.509 -1786,696.83 -1787,748.685 -1788,728.614 -1789,661.511 -1790,563.134 -1791,415.628 -1792,242.088 -1793,65.091 +1782,1.842759 +1783,57.258 +1784,119.571 +1785,167.8527 +1786,209.049 +1787,224.60549999999998 +1788,218.58419999999998 +1789,198.45329999999998 +1790,168.9402 +1791,124.6884 +1792,72.6264 +1793,19.5273 1794,0.0 1795,0.0 1796,0.0 @@ -1805,18 +1805,18 @@ 1803,0.0 1804,0.0 1805,0.0 -1806,6.00448 -1807,199.425 -1808,398.508 -1809,554.586 -1810,673.099 -1811,725.207 -1812,734.999 -1813,705.48 -1814,605.709 -1815,464.485 -1816,274.255 -1817,74.5368 +1806,1.801344 +1807,59.82750000000001 +1808,119.55239999999999 +1809,166.3758 +1810,201.9297 +1811,217.56210000000002 +1812,220.49970000000002 +1813,211.644 +1814,181.71269999999998 +1815,139.34550000000002 +1816,82.27649999999998 +1817,22.36104 1818,0.0 1819,0.0 1820,0.0 @@ -1829,18 +1829,18 @@ 1827,0.0 1828,0.0 1829,0.0 -1830,6.80196 -1831,199.737 -1832,412.182 -1833,581.015 -1834,679.69 -1835,730.583 -1836,730.117 -1837,672.881 -1838,583.23 -1839,443.516 -1840,260.807 -1841,71.2559 +1830,2.040588 +1831,59.9211 +1832,123.6546 +1833,174.3045 +1834,203.907 +1835,219.1749 +1836,219.0351 +1837,201.8643 +1838,174.969 +1839,133.0548 +1840,78.24210000000001 +1841,21.37677 1842,0.0 1843,0.0 1844,0.0 @@ -1853,18 +1853,18 @@ 1851,0.0 1852,0.0 1853,0.0 -1854,7.73578 -1855,208.935 -1856,425.782 -1857,589.096 -1858,683.045 -1859,732.847 -1860,744.735 -1861,703.14 -1862,614.261 -1863,466.185 -1864,271.604 -1865,72.9479 +1854,2.3207340000000003 +1855,62.6805 +1856,127.7346 +1857,176.72879999999998 +1858,204.9135 +1859,219.85410000000002 +1860,223.4205 +1861,210.942 +1862,184.27829999999997 +1863,139.8555 +1864,81.4812 +1865,21.884370000000004 1866,0.0 1867,0.0 1868,0.0 @@ -1877,18 +1877,18 @@ 1875,0.0 1876,0.0 1877,0.0 -1878,6.91422 -1879,170.927 -1880,277.561 -1881,52.6117 -1882,109.601 -1883,321.942 -1884,667.871 -1885,424.606 -1886,374.95 -1887,144.909 -1888,238.851 -1889,88.5957 +1878,2.074266 +1879,51.2781 +1880,83.2683 +1881,15.78351 +1882,32.8803 +1883,96.5826 +1884,200.3613 +1885,127.3818 +1886,112.485 +1887,43.472699999999996 +1888,71.6553 +1889,26.57871 1890,0.0 1891,0.0 1892,0.0 @@ -1901,18 +1901,18 @@ 1899,0.0 1900,0.0 1901,0.0 -1902,3.686 -1903,11.6854 -1904,38.7958 -1905,477.976 -1906,304.999 -1907,52.9325 -1908,329.562 -1909,432.879 -1910,709.548 -1911,267.592 -1912,31.3895 -1913,1.92178 +1902,1.1058000000000001 +1903,3.50562 +1904,11.63874 +1905,143.3928 +1906,91.4997 +1907,15.87975 +1908,98.8686 +1909,129.8637 +1910,212.8644 +1911,80.27759999999999 +1912,9.41685 +1913,0.576534 1914,0.0 1915,0.0 1916,0.0 @@ -1925,18 +1925,18 @@ 1923,0.0 1924,0.0 1925,0.0 -1926,5.20398 -1927,55.9817 -1928,231.545 -1929,160.259 -1930,289.482 -1931,298.342 -1932,349.304 -1933,588.832 -1934,674.677 -1935,428.422 -1936,287.147 -1937,53.4666 +1926,1.561194 +1927,16.79451 +1928,69.4635 +1929,48.07769999999999 +1930,86.8446 +1931,89.5026 +1932,104.79119999999999 +1933,176.64960000000002 +1934,202.4031 +1935,128.5266 +1936,86.1441 +1937,16.03998 1938,0.0 1939,0.0 1940,0.0 @@ -1949,18 +1949,18 @@ 1947,0.0 1948,0.0 1949,0.0 -1950,1.23719 -1951,27.3911 -1952,26.6094 -1953,103.488 -1954,401.902 -1955,273.949 -1956,554.639 -1957,546.435 -1958,376.655 -1959,244.099 -1960,196.315 -1961,92.7034 +1950,0.371157 +1951,8.21733 +1952,7.98282 +1953,31.0464 +1954,120.5706 +1955,82.18469999999999 +1956,166.3917 +1957,163.93049999999997 +1958,112.99649999999998 +1959,73.2297 +1960,58.894499999999994 +1961,27.811020000000003 1962,0.0 1963,0.0 1964,0.0 @@ -1973,18 +1973,18 @@ 1971,0.0 1972,0.0 1973,0.0 -1974,13.3792 -1975,205.69 -1976,410.14 -1977,576.742 -1978,690.488 -1979,749.813 -1980,741.729 -1981,690.439 -1982,595.561 -1983,454.1 -1984,260.268 -1985,69.488 +1974,4.01376 +1975,61.706999999999994 +1976,123.042 +1977,173.02259999999998 +1978,207.14640000000003 +1979,224.94389999999999 +1980,222.51870000000002 +1981,207.13169999999997 +1982,178.6683 +1983,136.23 +1984,78.0804 +1985,20.8464 1986,0.0 1987,0.0 1988,0.0 @@ -1997,18 +1997,18 @@ 1995,0.0 1996,0.0 1997,0.0 -1998,15.7213 -1999,257.534 -2000,473.639 -2001,641.866 -2002,779.909 -2003,522.42 -2004,441.975 -2005,446.341 -2006,426.685 -2007,306.114 -2008,153.19 -2009,53.4714 +1998,4.7163900000000005 +1999,77.2602 +2000,142.0917 +2001,192.55979999999997 +2002,233.97269999999997 +2003,156.726 +2004,132.5925 +2005,133.9023 +2006,128.00549999999998 +2007,91.8342 +2008,45.957 +2009,16.041420000000002 2010,0.0 2011,0.0 2012,0.0 @@ -2022,17 +2022,17 @@ 2020,0.0 2021,0.0 2022,0.0 -2023,103.092 -2024,342.18 -2025,634.584 -2026,830.63 -2027,595.458 -2028,193.965 -2029,300.851 -2030,484.905 -2031,30.5665 -2032,16.7409 -2033,2.71606 +2023,30.9276 +2024,102.654 +2025,190.37519999999998 +2026,249.189 +2027,178.63739999999999 +2028,58.1895 +2029,90.25529999999999 +2030,145.4715 +2031,9.16995 +2032,5.02227 +2033,0.814818 2034,0.0 2035,0.0 2036,0.0 @@ -2046,17 +2046,17 @@ 2044,0.0 2045,0.0 2046,0.0 -2047,76.2095 -2048,350.14 -2049,650.065 -2050,424.663 -2051,206.878 -2052,240.227 -2053,490.403 -2054,180.104 -2055,188.304 -2056,42.3496 -2057,1.83241 +2047,22.862849999999998 +2048,105.042 +2049,195.0195 +2050,127.3989 +2051,62.063399999999994 +2052,72.0681 +2053,147.1209 +2054,54.031200000000005 +2055,56.4912 +2056,12.704880000000001 +2057,0.549723 2058,0.0 2059,0.0 2060,0.0 @@ -2070,17 +2070,17 @@ 2068,0.0 2069,0.0 2070,0.0 -2071,146.696 -2072,202.32 -2073,323.031 -2074,556.038 -2075,373.167 -2076,413.289 -2077,325.491 -2078,130.955 -2079,31.0541 -2080,16.4922 -2081,2.61906 +2071,44.0088 +2072,60.696 +2073,96.9093 +2074,166.81140000000002 +2075,111.95009999999999 +2076,123.98669999999998 +2077,97.64729999999999 +2078,39.286500000000004 +2079,9.31623 +2080,4.947660000000001 +2081,0.7857180000000001 2082,0.0 2083,0.0 2084,0.0 @@ -2093,18 +2093,18 @@ 2091,0.0 2092,0.0 2093,0.0 -2094,43.8116 -2095,220.569 -2096,427.057 -2097,586.528 -2098,711.887 -2099,750.727 -2100,748.065 -2101,707.1 -2102,593.428 -2103,446.959 -2104,254.121 -2105,69.7503 +2094,13.14348 +2095,66.1707 +2096,128.1171 +2097,175.9584 +2098,213.56609999999998 +2099,225.21809999999996 +2100,224.41950000000003 +2101,212.13000000000002 +2102,178.02839999999998 +2103,134.0877 +2104,76.2363 +2105,20.92509 2106,0.0 2107,0.0 2108,0.0 @@ -2117,18 +2117,18 @@ 2115,0.0 2116,0.0 2117,0.0 -2118,0.416019 -2119,13.0548 -2120,27.2639 -2121,39.9087 -2122,48.5961 -2123,53.3384 -2124,481.411 -2125,797.483 -2126,687.194 -2127,525.934 -2128,222.707 -2129,85.7256 +2118,0.1248057 +2119,3.91644 +2120,8.179170000000001 +2121,11.972610000000001 +2122,14.578830000000002 +2123,16.00152 +2124,144.42329999999998 +2125,239.24489999999997 +2126,206.1582 +2127,157.7802 +2128,66.8121 +2129,25.71768 2130,0.0 2131,0.0 2132,0.0 @@ -2141,18 +2141,18 @@ 2139,0.0 2140,0.0 2141,0.0 -2142,56.3916 -2143,107.239 -2144,187.758 -2145,515.572 -2146,477.729 -2147,692.326 -2148,200.949 -2149,352.563 -2150,152.741 -2151,89.7293 -2152,111.994 -2153,28.6979 +2142,16.91748 +2143,32.1717 +2144,56.327400000000004 +2145,154.6716 +2146,143.31869999999998 +2147,207.6978 +2148,60.28470000000001 +2149,105.7689 +2150,45.822300000000006 +2151,26.918789999999998 +2152,33.5982 +2153,8.60937 2154,0.0 2155,0.0 2156,0.0 @@ -2165,18 +2165,18 @@ 2163,0.0 2164,0.0 2165,0.0 -2166,37.9376 -2167,122.111 -2168,102.536 -2169,38.8752 -2170,119.794 -2171,502.757 -2172,460.863 -2173,380.378 -2174,358.589 -2175,245.587 -2176,125.467 -2177,44.4478 +2166,11.38128 +2167,36.6333 +2168,30.7608 +2169,11.66256 +2170,35.9382 +2171,150.8271 +2172,138.2589 +2173,114.1134 +2174,107.5767 +2175,73.6761 +2176,37.6401 +2177,13.334340000000001 2178,0.0 2179,0.0 2180,0.0 @@ -2189,18 +2189,18 @@ 2187,0.0 2188,0.0 2189,0.0 -2190,1.28888 -2191,14.8899 -2192,122.534 -2193,291.567 -2194,314.212 -2195,157.985 -2196,311.984 -2197,330.953 -2198,358.847 -2199,342.02 -2200,202.826 -2201,3.50481 +2190,0.386664 +2191,4.46697 +2192,36.760200000000005 +2193,87.4701 +2194,94.2636 +2195,47.395500000000006 +2196,93.59519999999999 +2197,99.2859 +2198,107.65409999999999 +2199,102.606 +2200,60.8478 +2201,1.0514430000000001 2202,0.0 2203,0.0 2204,0.0 @@ -2213,18 +2213,18 @@ 2211,0.0 2212,0.0 2213,0.0 -2214,57.872 -2215,257.393 -2216,439.388 -2217,586.807 -2218,716.699 -2219,420.859 -2220,483.297 -2221,609.477 -2222,545.284 -2223,385.84 -2224,211.801 -2225,75.7782 +2214,17.3616 +2215,77.2179 +2216,131.8164 +2217,176.04209999999998 +2218,215.00969999999998 +2219,126.2577 +2220,144.9891 +2221,182.8431 +2222,163.5852 +2223,115.75199999999998 +2224,63.540299999999995 +2225,22.73346 2226,0.0 2227,0.0 2228,0.0 @@ -2237,18 +2237,18 @@ 2235,0.0 2236,0.0 2237,0.0 -2238,61.68 -2239,300.022 -2240,535.835 -2241,664.517 -2242,717.17 -2243,375.858 -2244,403.037 -2245,382.139 -2246,367.542 -2247,305.582 -2248,180.823 -2249,54.1392 +2238,18.504 +2239,90.0066 +2240,160.75050000000002 +2241,199.3551 +2242,215.15099999999998 +2243,112.7574 +2244,120.91109999999999 +2245,114.6417 +2246,110.26259999999999 +2247,91.67460000000001 +2248,54.246900000000004 +2249,16.241760000000003 2250,0.0 2251,0.0 2252,0.0 @@ -2261,18 +2261,18 @@ 2259,0.0 2260,0.0 2261,0.0 -2262,56.0606 -2263,271.487 -2264,490.674 -2265,648.995 -2266,751.259 -2267,806.561 -2268,796.549 -2269,743.772 -2270,641.611 -2271,491.225 -2272,290.869 -2273,74.0606 +2262,16.81818 +2263,81.44610000000002 +2264,147.2022 +2265,194.6985 +2266,225.3777 +2267,241.96830000000003 +2268,238.9647 +2269,223.13160000000002 +2270,192.4833 +2271,147.3675 +2272,87.26070000000001 +2273,22.218179999999997 2274,0.0 2275,0.0 2276,0.0 @@ -2285,18 +2285,18 @@ 2283,0.0 2284,0.0 2285,0.0 -2286,52.1397 -2287,211.905 -2288,375.9 -2289,503.892 -2290,581.273 -2291,621.763 -2292,617.969 -2293,564.957 -2294,483.825 -2295,359.941 -2296,203.695 -2297,63.7478 +2286,15.64191 +2287,63.5715 +2288,112.76999999999998 +2289,151.1676 +2290,174.3819 +2291,186.52890000000002 +2292,185.39070000000004 +2293,169.48710000000003 +2294,145.1475 +2295,107.98229999999998 +2296,61.1085 +2297,19.124339999999997 2298,0.0 2299,0.0 2300,0.0 @@ -2309,18 +2309,18 @@ 2307,0.0 2308,0.0 2309,0.0 -2310,51.2155 -2311,215.863 -2312,382.713 -2313,510.874 -2314,609.987 -2315,667.192 -2316,654.96 -2317,604.799 -2318,550.132 -2319,420.941 -2320,233.202 -2321,66.5618 +2310,15.36465 +2311,64.7589 +2312,114.8139 +2313,153.2622 +2314,182.99609999999998 +2315,200.1576 +2316,196.488 +2317,181.4397 +2318,165.03959999999998 +2319,126.28229999999999 +2320,69.9606 +2321,19.96854 2322,0.0 2323,0.0 2324,0.0 @@ -2333,18 +2333,18 @@ 2331,0.0 2332,0.0 2333,0.0 -2334,52.1654 -2335,203.032 -2336,360.437 -2337,484.739 -2338,587.054 -2339,630.743 -2340,621.774 -2341,570.966 -2342,504.201 -2343,331.589 -2344,183.123 -2345,56.8266 +2334,15.64962 +2335,60.909600000000005 +2336,108.1311 +2337,145.4217 +2338,176.1162 +2339,189.2229 +2340,186.53220000000002 +2341,171.28979999999999 +2342,151.2603 +2343,99.47670000000001 +2344,54.936899999999994 +2345,17.04798 2346,0.0 2347,0.0 2348,0.0 @@ -2357,18 +2357,18 @@ 2355,0.0 2356,0.0 2357,0.0 -2358,57.2608 -2359,249.611 -2360,447.839 -2361,603.647 -2362,696.08 -2363,753.359 -2364,748.467 -2365,697.242 -2366,597.483 -2367,443.679 -2368,254.406 -2369,67.9542 +2358,17.17824 +2359,74.8833 +2360,134.3517 +2361,181.09410000000003 +2362,208.824 +2363,226.0077 +2364,224.5401 +2365,209.1726 +2366,179.2449 +2367,133.1037 +2368,76.32180000000001 +2369,20.386260000000004 2370,0.0 2371,0.0 2372,0.0 @@ -2381,18 +2381,18 @@ 2379,0.0 2380,0.0 2381,0.0 -2382,53.2033 -2383,186.541 -2384,304.847 -2385,441.734 -2386,496.965 -2387,530.091 -2388,505.133 -2389,472.043 -2390,367.764 -2391,264.862 -2392,156.455 -2393,51.8718 +2382,15.96099 +2383,55.96229999999999 +2384,91.4541 +2385,132.5202 +2386,149.0895 +2387,159.0273 +2388,151.5399 +2389,141.6129 +2390,110.32920000000001 +2391,79.45860000000002 +2392,46.9365 +2393,15.56154 2394,0.0 2395,0.0 2396,0.0 @@ -2405,18 +2405,18 @@ 2403,0.0 2404,0.0 2405,0.0 -2406,59.1065 -2407,228.479 -2408,359.011 -2409,471.471 -2410,596.544 -2411,647.482 -2412,695.979 -2413,634.365 -2414,544.248 -2415,405.153 -2416,229.785 -2417,62.5035 +2406,17.73195 +2407,68.5437 +2408,107.70330000000001 +2409,141.4413 +2410,178.9632 +2411,194.2446 +2412,208.7937 +2413,190.30949999999999 +2414,163.2744 +2415,121.54590000000002 +2416,68.93549999999999 +2417,18.75105 2418,0.0 2419,0.0 2420,0.0 @@ -2429,18 +2429,18 @@ 2427,0.0 2428,0.0 2429,0.0 -2430,63.0028 -2431,282.739 -2432,501.929 -2433,668.833 -2434,788.406 -2435,480.565 -2436,487.754 -2437,441.646 -2438,385.261 -2439,290.49 -2440,171.078 -2441,60.0389 +2430,18.90084 +2431,84.82169999999999 +2432,150.5787 +2433,200.6499 +2434,236.52179999999998 +2435,144.1695 +2436,146.3262 +2437,132.49380000000002 +2438,115.57830000000001 +2439,87.147 +2440,51.3234 +2441,18.01167 2442,0.0 2443,0.0 2444,0.0 @@ -2453,18 +2453,18 @@ 2451,0.0 2452,0.0 2453,0.0 -2454,45.4396 -2455,84.4327 -2456,34.3059 -2457,47.0091 -2458,265.154 -2459,374.841 -2460,577.941 -2461,539.423 -2462,651.661 -2463,545.932 -2464,273.505 -2465,83.5069 +2454,13.631879999999999 +2455,25.32981 +2456,10.29177 +2457,14.10273 +2458,79.5462 +2459,112.45230000000001 +2460,173.38230000000001 +2461,161.8269 +2462,195.49829999999997 +2463,163.7796 +2464,82.0515 +2465,25.052069999999997 2466,0.0 2467,0.0 2468,0.0 @@ -2477,18 +2477,18 @@ 2475,0.0 2476,0.0 2477,0.0 -2478,48.382 -2479,149.607 -2480,244.015 -2481,348.212 -2482,413.23 -2483,452.953 -2484,492.626 -2485,436.038 -2486,378.995 -2487,299.747 -2488,173.974 -2489,58.3955 +2478,14.514599999999998 +2479,44.882099999999994 +2480,73.2045 +2481,104.46359999999999 +2482,123.96900000000001 +2483,135.8859 +2484,147.78779999999998 +2485,130.81140000000002 +2486,113.69850000000001 +2487,89.92410000000001 +2488,52.1922 +2489,17.518649999999997 2490,0.0 2491,0.0 2492,0.0 @@ -2501,18 +2501,18 @@ 2499,0.0 2500,0.0 2501,0.0 -2502,40.9281 -2503,120.974 -2504,199.783 -2505,283.532 -2506,326.769 -2507,334.626 -2508,341.65 -2509,314.663 -2510,267.455 -2511,199.706 -2512,119.494 -2513,43.3122 +2502,12.27843 +2503,36.2922 +2504,59.9349 +2505,85.0596 +2506,98.03070000000001 +2507,100.3878 +2508,102.49499999999999 +2509,94.39890000000001 +2510,80.2365 +2511,59.9118 +2512,35.8482 +2513,12.993659999999998 2514,0.0 2515,0.0 2516,0.0 @@ -2525,18 +2525,18 @@ 2523,0.0 2524,0.0 2525,0.0 -2526,55.0934 -2527,170.941 -2528,378.289 -2529,331.043 -2530,305.026 -2531,332.049 -2532,204.97 -2533,55.4887 -2534,57.2141 -2535,54.2139 -2536,45.6187 -2537,26.1789 +2526,16.52802 +2527,51.282300000000006 +2528,113.4867 +2529,99.31290000000001 +2530,91.5078 +2531,99.6147 +2532,61.49099999999999 +2533,16.64661 +2534,17.16423 +2535,16.26417 +2536,13.685609999999999 +2537,7.853669999999999 2538,0.0 2539,0.0 2540,0.0 @@ -2549,18 +2549,18 @@ 2547,0.0 2548,0.0 2549,0.0 -2550,5.1521 -2551,107.152 -2552,168.473 -2553,186.789 -2554,265.062 -2555,120.946 -2556,224.454 -2557,261.754 -2558,253.958 -2559,174.981 -2560,89.4735 -2561,32.1453 +2550,1.5456299999999998 +2551,32.1456 +2552,50.541900000000005 +2553,56.036699999999996 +2554,79.5186 +2555,36.2838 +2556,67.3362 +2557,78.52620000000002 +2558,76.18740000000001 +2559,52.4943 +2560,26.84205 +2561,9.64359 2562,0.0 2563,0.0 2564,0.0 @@ -2573,19 +2573,19 @@ 2571,0.0 2572,0.0 2573,0.0 -2574,60.6296 -2575,167.384 -2576,273.192 -2577,424.112 -2578,589.56 -2579,674.359 -2580,673.796 -2581,543.741 -2582,464.266 -2583,388.393 -2584,248.24 -2585,81.6291 -2586,0.369217 +2574,18.18888 +2575,50.215199999999996 +2576,81.9576 +2577,127.23360000000001 +2578,176.868 +2579,202.3077 +2580,202.13880000000003 +2581,163.1223 +2582,139.2798 +2583,116.5179 +2584,74.47200000000001 +2585,24.48873 +2586,0.1107651 2587,0.0 2588,0.0 2589,0.0 @@ -2597,18 +2597,18 @@ 2595,0.0 2596,0.0 2597,0.0 -2598,71.7279 -2599,207.828 -2600,356.816 -2601,480.474 -2602,568.27 -2603,600.802 -2604,624.924 -2605,576.018 -2606,500.432 -2607,360.377 -2608,202.285 -2609,66.4486 +2598,21.518370000000004 +2599,62.348400000000005 +2600,107.0448 +2601,144.1422 +2602,170.481 +2603,180.24060000000003 +2604,187.47719999999998 +2605,172.80540000000002 +2606,150.12959999999998 +2607,108.1131 +2608,60.6855 +2609,19.93458 2610,0.0 2611,0.0 2612,0.0 @@ -2621,18 +2621,18 @@ 2619,0.0 2620,0.0 2621,0.0 -2622,69.8322 -2623,269.472 -2624,470.091 -2625,619.187 -2626,716.015 -2627,768.787 -2628,766.24 -2629,710.753 -2630,607.258 -2631,453.795 -2632,253.339 -2633,66.5452 +2622,20.949659999999998 +2623,80.8416 +2624,141.0273 +2625,185.7561 +2626,214.8045 +2627,230.6361 +2628,229.872 +2629,213.22590000000002 +2630,182.17740000000003 +2631,136.1385 +2632,76.0017 +2633,19.96356 2634,0.0 2635,0.0 2636,0.0 @@ -2645,18 +2645,18 @@ 2643,0.0 2644,0.0 2645,0.0 -2646,72.8318 -2647,253.053 -2648,438.873 -2649,595.376 -2650,700.955 -2651,735.704 -2652,735.341 -2653,689.289 -2654,593.404 -2655,442.726 -2656,251.562 -2657,67.2325 +2646,21.84954 +2647,75.9159 +2648,131.6619 +2649,178.6128 +2650,210.2865 +2651,220.71119999999996 +2652,220.6023 +2653,206.78670000000002 +2654,178.02120000000002 +2655,132.8178 +2656,75.46860000000001 +2657,20.16975 2658,0.0 2659,0.0 2660,0.0 @@ -2669,18 +2669,18 @@ 2667,0.0 2668,0.0 2669,0.0 -2670,71.6299 -2671,261.991 -2672,452.97 -2673,595.738 -2674,695.847 -2675,734.005 -2676,722.589 -2677,661.802 -2678,566.718 -2679,417.644 -2680,235.16 -2681,66.2816 +2670,21.488970000000002 +2671,78.59729999999999 +2672,135.89100000000002 +2673,178.72140000000002 +2674,208.7541 +2675,220.2015 +2676,216.7767 +2677,198.5406 +2678,170.01539999999997 +2679,125.2932 +2680,70.548 +2681,19.88448 2682,0.0 2683,0.0 2684,0.0 @@ -2693,18 +2693,18 @@ 2691,0.0 2692,0.0 2693,0.0 -2694,71.7731 -2695,260.611 -2696,458.469 -2697,620.369 -2698,732.231 -2699,780.748 -2700,776.446 -2701,716.675 -2702,614.716 -2703,454.23 -2704,259.098 -2705,72.5123 +2694,21.531930000000003 +2695,78.18329999999999 +2696,137.54070000000002 +2697,186.1107 +2698,219.6693 +2699,234.2244 +2700,232.93380000000002 +2701,215.0025 +2702,184.4148 +2703,136.269 +2704,77.7294 +2705,21.75369 2706,0.0 2707,0.0 2708,0.0 @@ -2717,18 +2717,18 @@ 2715,0.0 2716,0.0 2717,0.0 -2718,72.0748 -2719,251.758 -2720,442.447 -2721,576.421 -2722,673.62 -2723,730.891 -2724,736.185 -2725,690.974 -2726,590.102 -2727,438.097 -2728,251.543 -2729,69.3759 +2718,21.622439999999997 +2719,75.52740000000001 +2720,132.73409999999998 +2721,172.92630000000003 +2722,202.086 +2723,219.26729999999998 +2724,220.8555 +2725,207.29220000000004 +2726,177.0306 +2727,131.42909999999998 +2728,75.4629 +2729,20.81277 2730,0.0 2731,0.0 2732,0.0 @@ -2741,18 +2741,18 @@ 2739,0.0 2740,0.0 2741,0.0 -2742,75.8247 -2743,245.711 -2744,351.973 -2745,532.675 -2746,612.096 -2747,594.526 -2748,575.46 -2749,571.631 -2750,504.254 -2751,377.246 -2752,232.718 -2753,67.4367 +2742,22.747410000000002 +2743,73.7133 +2744,105.59190000000001 +2745,159.8025 +2746,183.62879999999998 +2747,178.3578 +2748,172.63800000000003 +2749,171.48930000000001 +2750,151.2762 +2751,113.17379999999999 +2752,69.8154 +2753,20.23101 2754,0.0 2755,0.0 2756,0.0 @@ -2765,18 +2765,18 @@ 2763,0.0 2764,0.0 2765,0.0 -2766,54.3185 -2767,141.595 -2768,260.165 -2769,432.603 -2770,613.879 -2771,618.877 -2772,575.128 -2773,618.43 -2774,541.982 -2775,401.427 -2776,226.698 -2777,66.4223 +2766,16.29555 +2767,42.4785 +2768,78.04950000000001 +2769,129.7809 +2770,184.1637 +2771,185.66309999999996 +2772,172.53840000000002 +2773,185.52899999999997 +2774,162.59459999999999 +2775,120.42810000000001 +2776,68.0094 +2777,19.92669 2778,0.0 2779,0.0 2780,0.0 @@ -2789,18 +2789,18 @@ 2787,0.0 2788,0.0 2789,0.0 -2790,66.7116 -2791,175.182 -2792,280.314 -2793,398.28 -2794,477.074 -2795,477.111 -2796,473.546 -2797,456.679 -2798,376.67 -2799,263.606 -2800,179.566 -2801,63.0915 +2790,20.01348 +2791,52.55459999999999 +2792,84.0942 +2793,119.484 +2794,143.1222 +2795,143.1333 +2796,142.0638 +2797,137.00369999999998 +2798,113.001 +2799,79.0818 +2800,53.8698 +2801,18.927450000000004 2802,0.0 2803,0.0 2804,0.0 @@ -2813,19 +2813,19 @@ 2811,0.0 2812,0.0 2813,0.0 -2814,69.6961 -2815,163.119 -2816,216.596 -2817,316.736 -2818,433.066 -2819,262.181 -2820,300.83 -2821,402.716 -2822,399.956 -2823,301.698 -2824,222.323 -2825,76.1871 -2826,1.08246 +2814,20.90883 +2815,48.9357 +2816,64.9788 +2817,95.02080000000001 +2818,129.91979999999998 +2819,78.6543 +2820,90.249 +2821,120.8148 +2822,119.98680000000002 +2823,90.50939999999999 +2824,66.6969 +2825,22.856130000000004 +2826,0.32473799999999997 2827,0.0 2828,0.0 2829,0.0 @@ -2836,19 +2836,19 @@ 2834,0.0 2835,0.0 2836,0.0 -2837,2.01589 -2838,79.6118 -2839,195.56 -2840,142.845 -2841,102.365 -2842,70.3384 -2843,200.168 -2844,293.436 -2845,393.33 -2846,257.037 -2847,216.75 -2848,203.645 -2849,58.6556 +2837,0.604767 +2838,23.88354 +2839,58.668000000000006 +2840,42.8535 +2841,30.7095 +2842,21.101519999999997 +2843,60.0504 +2844,88.0308 +2845,117.99899999999998 +2846,77.1111 +2847,65.025 +2848,61.093500000000006 +2849,17.59668 2850,0.0 2851,0.0 2852,0.0 @@ -2861,19 +2861,19 @@ 2859,0.0 2860,0.0 2861,0.0 -2862,73.3148 -2863,195.146 -2864,437.101 -2865,465.112 -2866,453.228 -2867,530.523 -2868,524.849 -2869,576.548 -2870,610.5 -2871,452.13 -2872,259.525 -2873,71.005 -2874,1.17724 +2862,21.99444 +2863,58.5438 +2864,131.1303 +2865,139.5336 +2866,135.9684 +2867,159.15690000000004 +2868,157.4547 +2869,172.96439999999998 +2870,183.15 +2871,135.63899999999998 +2872,77.85749999999999 +2873,21.3015 +2874,0.353172 2875,0.0 2876,0.0 2877,0.0 @@ -2885,19 +2885,19 @@ 2883,0.0 2884,0.0 2885,0.0 -2886,5.89948 -2887,82.8812 -2888,54.3438 -2889,126.401 -2890,299.014 -2891,373.509 -2892,382.369 -2893,541.718 -2894,434.952 -2895,266.122 -2896,105.277 -2897,61.0679 -2898,2.59176 +2886,1.7698439999999998 +2887,24.86436 +2888,16.303140000000003 +2889,37.9203 +2890,89.7042 +2891,112.05270000000002 +2892,114.7107 +2893,162.51539999999997 +2894,130.4856 +2895,79.8366 +2896,31.583099999999998 +2897,18.32037 +2898,0.777528 2899,0.0 2900,0.0 2901,0.0 @@ -2909,18 +2909,18 @@ 2907,0.0 2908,0.0 2909,0.0 -2910,73.0687 -2911,160.437 -2912,262.968 -2913,346.583 -2914,438.642 -2915,442.563 -2916,439.631 -2917,398.707 -2918,299.845 -2919,231.936 -2920,152.406 -2921,60.7435 +2910,21.92061 +2911,48.13110000000001 +2912,78.89040000000001 +2913,103.9749 +2914,131.5926 +2915,132.7689 +2916,131.8893 +2917,119.6121 +2918,89.9535 +2919,69.5808 +2920,45.7218 +2921,18.22305 2922,0.0 2923,0.0 2924,0.0 @@ -2932,19 +2932,19 @@ 2930,0.0 2931,0.0 2932,0.0 -2933,1.19206 -2934,76.8009 -2935,268.945 -2936,451.07 -2937,580.153 -2938,673.669 -2939,713.17 -2940,708.097 -2941,658.748 -2942,557.226 -2943,407.466 -2944,236.573 -2945,64.6149 +2933,0.357618 +2934,23.040270000000003 +2935,80.6835 +2936,135.321 +2937,174.04590000000002 +2938,202.1007 +2939,213.951 +2940,212.4291 +2941,197.6244 +2942,167.1678 +2943,122.2398 +2944,70.9719 +2945,19.38447 2946,0.0 2947,0.0 2948,0.0 @@ -2957,18 +2957,18 @@ 2955,0.0 2956,0.0 2957,0.0 -2958,49.3295 -2959,112.092 -2960,175.342 -2961,211.008 -2962,261.338 -2963,283.028 -2964,258.476 -2965,252.355 -2966,216.365 -2967,170.7 -2968,105.47 -2969,43.3803 +2958,14.798850000000002 +2959,33.6276 +2960,52.60260000000001 +2961,63.3024 +2962,78.40140000000001 +2963,84.9084 +2964,77.5428 +2965,75.7065 +2966,64.9095 +2967,51.209999999999994 +2968,31.641 +2969,13.01409 2970,0.0 2971,0.0 2972,0.0 @@ -2980,20 +2980,20 @@ 2978,0.0 2979,0.0 2980,0.0 -2981,1.98905 -2982,77.016 -2983,268.345 -2984,450.288 -2985,579.948 -2986,664.354 -2987,703.782 -2988,705.846 -2989,649.956 -2990,564.477 -2991,428.846 -2992,248.217 -2993,64.1037 -2994,0.224531 +2981,0.596715 +2982,23.1048 +2983,80.5035 +2984,135.0864 +2985,173.9844 +2986,199.3062 +2987,211.1346 +2988,211.75379999999998 +2989,194.9868 +2990,169.3431 +2991,128.6538 +2992,74.4651 +2993,19.23111 +2994,0.0673593 2995,0.0 2996,0.0 2997,0.0 @@ -3004,20 +3004,20 @@ 3002,0.0 3003,0.0 3004,0.0 -3005,2.7473 -3006,78.9181 -3007,266.891 -3008,451.443 -3009,588.708 -3010,673.519 -3011,712.499 -3012,713.804 -3013,677.694 -3014,580.685 -3015,432.79 -3016,245.93 -3017,62.5756 -3018,0.212823 +3005,0.8241900000000001 +3006,23.67543 +3007,80.06730000000002 +3008,135.4329 +3009,176.6124 +3010,202.0557 +3011,213.7497 +3012,214.1412 +3013,203.30819999999997 +3014,174.20549999999997 +3015,129.837 +3016,73.779 +3017,18.772679999999998 +3018,0.0638469 3019,0.0 3020,0.0 3021,0.0 @@ -3028,19 +3028,19 @@ 3026,0.0 3027,0.0 3028,0.0 -3029,1.97551 -3030,80.8244 -3031,246.392 -3032,436.118 -3033,564.885 -3034,637.326 -3035,634.083 -3036,628.731 -3037,584.048 -3038,508.917 -3039,360.313 -3040,206.134 -3041,71.5736 +3029,0.5926530000000001 +3030,24.24732 +3031,73.9176 +3032,130.8354 +3033,169.4655 +3034,191.19780000000003 +3035,190.2249 +3036,188.6193 +3037,175.2144 +3038,152.6751 +3039,108.0939 +3040,61.840199999999996 +3041,21.472080000000002 3042,0.0 3043,0.0 3044,0.0 @@ -3053,18 +3053,18 @@ 3051,0.0 3052,0.0 3053,0.0 -3054,38.6732 -3055,74.6102 -3056,123.29 -3057,163.089 -3058,147.255 -3059,144.459 -3060,126.121 -3061,119.653 -3062,116.272 -3063,80.2165 -3064,48.1033 -3065,16.538 +3054,11.601960000000002 +3055,22.38306 +3056,36.987 +3057,48.926700000000004 +3058,44.1765 +3059,43.3377 +3060,37.836299999999994 +3061,35.895900000000005 +3062,34.8816 +3063,24.06495 +3064,14.430989999999998 +3065,4.9614 3066,0.0 3067,0.0 3068,0.0 @@ -3076,19 +3076,19 @@ 3074,0.0 3075,0.0 3076,0.0 -3077,4.38576 -3078,86.3072 -3079,231.742 -3080,417.203 -3081,503.319 -3082,600.876 -3083,611.318 -3084,648.256 -3085,565.332 -3086,473.022 -3087,324.967 -3088,204.584 -3089,80.7886 +3077,1.3157280000000002 +3078,25.89216 +3079,69.5226 +3080,125.1609 +3081,150.99570000000003 +3082,180.2628 +3083,183.3954 +3084,194.47679999999997 +3085,169.59959999999998 +3086,141.9066 +3087,97.4901 +3088,61.37520000000001 +3089,24.23658 3090,0.0 3091,0.0 3092,0.0 @@ -3100,20 +3100,20 @@ 3098,0.0 3099,0.0 3100,0.0 -3101,6.02425 -3102,98.6627 -3103,225.073 -3104,316.745 -3105,465.458 -3106,561.384 -3107,557.654 -3108,493.802 -3109,438.78 -3110,457.046 -3111,313.14 -3112,140.255 -3113,69.5612 -3114,0.342425 +3101,1.807275 +3102,29.59881 +3103,67.5219 +3104,95.0235 +3105,139.6374 +3106,168.4152 +3107,167.2962 +3108,148.1406 +3109,131.634 +3110,137.1138 +3111,93.942 +3112,42.076499999999996 +3113,20.868360000000003 +3114,0.1027275 3115,0.0 3116,0.0 3117,0.0 @@ -3124,19 +3124,19 @@ 3122,0.0 3123,0.0 3124,0.0 -3125,1.17574 -3126,89.6903 -3127,276.662 -3128,488.971 -3129,588.473 -3130,686.404 -3131,389.617 -3132,292.168 -3133,204.987 -3134,189.471 -3135,157.645 -3136,144.379 -3137,73.7906 +3125,0.352722 +3126,26.907089999999997 +3127,82.99859999999998 +3128,146.69129999999998 +3129,176.54189999999997 +3130,205.9212 +3131,116.8851 +3132,87.65039999999999 +3133,61.4961 +3134,56.8413 +3135,47.2935 +3136,43.3137 +3137,22.13718 3138,0.0 3139,0.0 3140,0.0 @@ -3148,20 +3148,20 @@ 3146,0.0 3147,0.0 3148,0.0 -3149,6.06865 -3150,83.6199 -3151,260.953 -3152,427.335 -3153,562.535 -3154,624.436 -3155,675.776 -3156,654.915 -3157,616.902 -3158,532.838 -3159,401.137 -3160,238.302 -3161,73.8465 -3162,1.93333 +3149,1.820595 +3150,25.08597 +3151,78.2859 +3152,128.20049999999998 +3153,168.7605 +3154,187.3308 +3155,202.73279999999997 +3156,196.47449999999998 +3157,185.0706 +3158,159.85139999999998 +3159,120.34110000000001 +3160,71.4906 +3161,22.153950000000002 +3162,0.579999 3163,0.0 3164,0.0 3165,0.0 @@ -3172,19 +3172,19 @@ 3170,0.0 3171,0.0 3172,0.0 -3173,0.360985 -3174,45.4458 -3175,121.762 -3176,141.934 -3177,230.068 -3178,119.87 -3179,229.426 -3180,290.666 -3181,237.498 -3182,250.57 -3183,174.327 -3184,109.289 -3185,37.1018 +3173,0.10829549999999999 +3174,13.633740000000001 +3175,36.5286 +3176,42.580200000000005 +3177,69.02040000000001 +3178,35.961 +3179,68.8278 +3180,87.1998 +3181,71.2494 +3182,75.171 +3183,52.298100000000005 +3184,32.786699999999996 +3185,11.13054 3186,0.0 3187,0.0 3188,0.0 @@ -3196,20 +3196,20 @@ 3194,0.0 3195,0.0 3196,0.0 -3197,5.96463 -3198,85.4345 -3199,243.858 -3200,409.568 -3201,545.253 -3202,624.417 -3203,690.519 -3204,676.336 -3205,639.216 -3206,529.841 -3207,419.737 -3208,244.901 -3209,68.3858 -3210,3.3904 +3197,1.789389 +3198,25.63035 +3199,73.1574 +3200,122.87039999999999 +3201,163.5759 +3202,187.3251 +3203,207.1557 +3204,202.9008 +3205,191.7648 +3206,158.9523 +3207,125.92110000000001 +3208,73.47030000000001 +3209,20.515739999999997 +3210,1.01712 3211,0.0 3212,0.0 3213,0.0 @@ -3220,20 +3220,20 @@ 3218,0.0 3219,0.0 3220,0.0 -3221,6.67494 -3222,83.728 -3223,262.072 -3224,432.488 -3225,575.957 -3226,656.278 -3227,694.918 -3228,688.573 -3229,651.196 -3230,553.625 -3231,413.433 -3232,239.268 -3233,67.2301 -3234,3.25438 +3221,2.002482 +3222,25.118399999999998 +3223,78.62160000000002 +3224,129.7464 +3225,172.78709999999998 +3226,196.8834 +3227,208.4754 +3228,206.5719 +3229,195.3588 +3230,166.0875 +3231,124.0299 +3232,71.7804 +3233,20.169029999999996 +3234,0.9763139999999999 3235,0.0 3236,0.0 3237,0.0 @@ -3244,20 +3244,20 @@ 3242,0.0 3243,0.0 3244,0.0 -3245,5.88278 -3246,84.7284 -3247,250.465 -3248,418.617 -3249,562.225 -3250,652.069 -3251,705.305 -3252,700.92 -3253,652.396 -3254,545.749 -3255,398.277 -3256,226.115 -3257,71.6861 -3258,3.31641 +3245,1.7648340000000002 +3246,25.418519999999997 +3247,75.1395 +3248,125.58510000000001 +3249,168.6675 +3250,195.6207 +3251,211.5915 +3252,210.276 +3253,195.7188 +3254,163.7247 +3255,119.4831 +3256,67.8345 +3257,21.50583 +3258,0.9949229999999999 3259,0.0 3260,0.0 3261,0.0 @@ -3268,20 +3268,20 @@ 3266,0.0 3267,0.0 3268,0.0 -3269,5.89261 -3270,95.2623 -3271,233.027 -3272,386.12 -3273,536.851 -3274,634.659 -3275,682.711 -3276,680.79 -3277,633.84 -3278,517.412 -3279,397.83 -3280,225.434 -3281,74.7962 -3282,3.29448 +3269,1.767783 +3270,28.578689999999998 +3271,69.90809999999999 +3272,115.83600000000001 +3273,161.0553 +3274,190.3977 +3275,204.81330000000003 +3276,204.237 +3277,190.15200000000002 +3278,155.2236 +3279,119.34899999999999 +3280,67.6302 +3281,22.43886 +3282,0.9883440000000001 3283,0.0 3284,0.0 3285,0.0 @@ -3292,20 +3292,20 @@ 3290,0.0 3291,0.0 3292,0.0 -3293,7.55473 -3294,101.159 -3295,274.968 -3296,465.612 -3297,610.156 -3298,704.926 -3299,754.125 -3300,751.852 -3301,704.14 -3302,597.65 -3303,443.985 -3304,253.053 -3305,65.7091 -3306,4.10058 +3293,2.266419 +3294,30.347700000000003 +3295,82.4904 +3296,139.6836 +3297,183.04679999999996 +3298,211.4778 +3299,226.2375 +3300,225.5556 +3301,211.242 +3302,179.29500000000002 +3303,133.1955 +3304,75.9159 +3305,19.71273 +3306,1.2301739999999999 3307,0.0 3308,0.0 3309,0.0 @@ -3316,20 +3316,20 @@ 3314,0.0 3315,0.0 3316,0.0 -3317,8.22043 -3318,90.0696 -3319,213.964 -3320,343.995 -3321,477.225 -3322,536.896 -3323,619.435 -3324,646.734 -3325,611.889 -3326,501.375 -3327,374.878 -3328,214.246 -3329,69.2239 -3330,4.80104 +3317,2.4661290000000005 +3318,27.02088 +3319,64.1892 +3320,103.1985 +3321,143.1675 +3322,161.06879999999998 +3323,185.8305 +3324,194.02020000000002 +3325,183.5667 +3326,150.4125 +3327,112.4634 +3328,64.27380000000001 +3329,20.76717 +3330,1.440312 3331,0.0 3332,0.0 3333,0.0 @@ -3341,19 +3341,19 @@ 3339,0.0 3340,0.0 3341,0.0 -3342,69.0039 -3343,44.7374 -3344,85.7395 -3345,49.4527 -3346,112.378 -3347,468.647 -3348,375.664 -3349,451.527 -3350,407.272 -3351,344.41 -3352,251.558 -3353,71.3509 -3354,12.2722 +3342,20.70117 +3343,13.421220000000002 +3344,25.721850000000003 +3345,14.83581 +3346,33.7134 +3347,140.5941 +3348,112.6992 +3349,135.4581 +3350,122.18159999999999 +3351,103.32300000000002 +3352,75.4674 +3353,21.405269999999998 +3354,3.68166 3355,0.0 3356,0.0 3357,0.0 @@ -3364,20 +3364,20 @@ 3362,0.0 3363,0.0 3364,0.0 -3365,16.7957 -3366,102.55 -3367,292.909 -3368,495.751 -3369,542.339 -3370,337.768 -3371,57.0181 -3372,105.816 -3373,53.76 -3374,502.314 -3375,238.634 -3376,205.656 -3377,74.3513 -3378,13.162 +3365,5.03871 +3366,30.765 +3367,87.8727 +3368,148.7253 +3369,162.70170000000002 +3370,101.33039999999998 +3371,17.10543 +3372,31.7448 +3373,16.128 +3374,150.69420000000002 +3375,71.5902 +3376,61.6968 +3377,22.30539 +3378,3.9486 3379,0.0 3380,0.0 3381,0.0 @@ -3388,19 +3388,19 @@ 3386,0.0 3387,0.0 3388,0.0 -3389,9.63829 -3390,99.6929 -3391,259.849 -3392,444.456 -3393,606.255 -3394,753.706 -3395,442.293 -3396,273.344 -3397,285.77 -3398,241.817 -3399,166.495 -3400,68.3341 -3401,39.8223 +3389,2.8914869999999997 +3390,29.90787 +3391,77.9547 +3392,133.3368 +3393,181.8765 +3394,226.1118 +3395,132.68789999999998 +3396,82.00319999999999 +3397,85.731 +3398,72.5451 +3399,49.9485 +3400,20.500230000000002 +3401,11.94669 3402,0.0 3403,0.0 3404,0.0 @@ -3412,20 +3412,20 @@ 3410,0.0 3411,0.0 3412,0.0 -3413,2.67258 -3414,93.0679 -3415,266.777 -3416,425.054 -3417,542.537 -3418,691.622 -3419,415.067 -3420,353.943 -3421,377.731 -3422,465.206 -3423,347.424 -3424,244.357 -3425,80.0936 -3426,10.8588 +3413,0.801774 +3414,27.92037 +3415,80.03309999999999 +3416,127.5162 +3417,162.76110000000003 +3418,207.48659999999998 +3419,124.5201 +3420,106.1829 +3421,113.3193 +3422,139.5618 +3423,104.22719999999998 +3424,73.30709999999999 +3425,24.02808 +3426,3.25764 3427,0.0 3428,0.0 3429,0.0 @@ -3436,20 +3436,20 @@ 3434,0.0 3435,0.0 3436,0.0 -3437,10.465 -3438,105.71 -3439,303.386 -3440,525.146 -3441,695.79 -3442,780.989 -3443,418.373 -3444,369.863 -3445,345.137 -3446,254.567 -3447,178.591 -3448,130.311 -3449,63.2881 -3450,1.79109 +3437,3.1395 +3438,31.713 +3439,91.01580000000001 +3440,157.5438 +3441,208.73699999999997 +3442,234.29670000000002 +3443,125.5119 +3444,110.9589 +3445,103.54110000000001 +3446,76.3701 +3447,53.5773 +3448,39.093300000000006 +3449,18.98643 +3450,0.537327 3451,0.0 3452,0.0 3453,0.0 @@ -3460,19 +3460,19 @@ 3458,0.0 3459,0.0 3460,0.0 -3461,5.73668 -3462,62.0693 -3463,130.068 -3464,199.79 -3465,251.752 -3466,277.945 -3467,325.072 -3468,317.321 -3469,261.299 -3470,231.383 -3471,219.8 -3472,131.025 -3473,61.4541 +3461,1.721004 +3462,18.62079 +3463,39.0204 +3464,59.937 +3465,75.52560000000001 +3466,83.3835 +3467,97.5216 +3468,95.19630000000001 +3469,78.3897 +3470,69.4149 +3471,65.94000000000001 +3472,39.3075 +3473,18.43623 3474,0.0 3475,0.0 3476,0.0 @@ -3484,20 +3484,20 @@ 3482,0.0 3483,0.0 3484,0.0 -3485,6.50911 -3486,84.7382 -3487,119.505 -3488,108.853 -3489,314.767 -3490,320.895 -3491,515.672 -3492,482.903 -3493,61.4707 -3494,455.939 -3495,263.263 -3496,190.596 -3497,83.8509 -3498,9.30984 +3485,1.9527329999999998 +3486,25.42146 +3487,35.8515 +3488,32.655899999999995 +3489,94.43010000000001 +3490,96.26849999999999 +3491,154.7016 +3492,144.8709 +3493,18.44121 +3494,136.7817 +3495,78.9789 +3496,57.1788 +3497,25.155269999999998 +3498,2.792952 3499,0.0 3500,0.0 3501,0.0 @@ -3508,20 +3508,20 @@ 3506,0.0 3507,0.0 3508,0.0 -3509,10.4656 -3510,100.679 -3511,271.358 -3512,455.152 -3513,595.877 -3514,686.499 -3515,722.12 -3516,727.916 -3517,676.493 -3518,579.494 -3519,432.711 -3520,249.556 -3521,67.1417 -3522,6.21216 +3509,3.1396800000000002 +3510,30.2037 +3511,81.4074 +3512,136.5456 +3513,178.7631 +3514,205.94969999999998 +3515,216.636 +3516,218.3748 +3517,202.9479 +3518,173.84820000000002 +3519,129.8133 +3520,74.8668 +3521,20.142509999999998 +3522,1.863648 3523,0.0 3524,0.0 3525,0.0 @@ -3532,20 +3532,20 @@ 3530,0.0 3531,0.0 3532,0.0 -3533,12.6748 -3534,81.8987 -3535,202.28 -3536,288.106 -3537,413.678 -3538,615.881 -3539,600.412 -3540,598.774 -3541,554.635 -3542,459.746 -3543,293.044 -3544,219.721 -3545,83.6712 -3546,5.46137 +3533,3.80244 +3534,24.56961 +3535,60.684 +3536,86.4318 +3537,124.1034 +3538,184.7643 +3539,180.1236 +3540,179.6322 +3541,166.3905 +3542,137.9238 +3543,87.91319999999999 +3544,65.9163 +3545,25.10136 +3546,1.6384109999999998 3547,0.0 3548,0.0 3549,0.0 @@ -3556,20 +3556,20 @@ 3554,0.0 3555,0.0 3556,0.0 -3557,1.10602 -3558,56.8337 -3559,143.804 -3560,141.56 -3561,171.68 -3562,150.588 -3563,162.005 -3564,129.156 -3565,198.221 -3566,245.523 -3567,192.911 -3568,170.987 -3569,79.4409 -3570,7.85055 +3557,0.33180600000000005 +3558,17.05011 +3559,43.141200000000005 +3560,42.467999999999996 +3561,51.504 +3562,45.1764 +3563,48.601499999999994 +3564,38.7468 +3565,59.466300000000004 +3566,73.6569 +3567,57.8733 +3568,51.2961 +3569,23.832269999999998 +3570,2.355165 3571,0.0 3572,0.0 3573,0.0 @@ -3580,20 +3580,20 @@ 3578,0.0 3579,0.0 3580,0.0 -3581,15.0746 -3582,88.8308 -3583,270.688 -3584,402.346 -3585,447.552 -3586,451.29 -3587,436.801 -3588,397.472 -3589,414.544 -3590,461.402 -3591,331.681 -3592,199.147 -3593,75.0016 -3594,0.998466 +3581,4.52238 +3582,26.64924 +3583,81.2064 +3584,120.7038 +3585,134.2656 +3586,135.387 +3587,131.0403 +3588,119.24159999999999 +3589,124.36319999999999 +3590,138.4206 +3591,99.5043 +3592,59.744099999999996 +3593,22.50048 +3594,0.29953979999999997 3595,0.0 3596,0.0 3597,0.0 @@ -3604,20 +3604,20 @@ 3602,0.0 3603,0.0 3604,0.0 -3605,11.3266 -3606,95.7798 -3607,251.313 -3608,413.074 -3609,541.695 -3610,634.314 -3611,659.688 -3612,660.766 -3613,603.191 -3614,518.778 -3615,390.746 -3616,238.69 -3617,86.5171 -3618,8.56845 +3605,3.3979799999999996 +3606,28.73394 +3607,75.3939 +3608,123.9222 +3609,162.5085 +3610,190.2942 +3611,197.9064 +3612,198.22979999999998 +3613,180.9573 +3614,155.63340000000002 +3615,117.2238 +3616,71.607 +3617,25.95513 +3618,2.570535 3619,0.0 3620,0.0 3621,0.0 @@ -3628,20 +3628,20 @@ 3626,0.0 3627,0.0 3628,0.0 -3629,12.0745 -3630,95.1272 -3631,253.607 -3632,419.096 -3633,562.741 -3634,642.262 -3635,676.939 -3636,670.825 -3637,621.525 -3638,530.373 -3639,400.258 -3640,235.398 -3641,87.1374 -3642,9.35545 +3629,3.62235 +3630,28.538159999999998 +3631,76.08210000000001 +3632,125.7288 +3633,168.82229999999998 +3634,192.67859999999996 +3635,203.08169999999998 +3636,201.2475 +3637,186.4575 +3638,159.11190000000002 +3639,120.0774 +3640,70.6194 +3641,26.14122 +3642,2.806635 3643,0.0 3644,0.0 3645,0.0 @@ -3652,20 +3652,20 @@ 3650,0.0 3651,0.0 3652,0.0 -3653,7.35348 -3654,89.2398 -3655,238.795 -3656,386.274 -3657,558.966 -3658,579.218 -3659,554.09 -3660,529.468 -3661,471.897 -3662,443.519 -3663,374.987 -3664,244.04 -3665,86.8898 -3666,9.33897 +3653,2.206044 +3654,26.77194 +3655,71.6385 +3656,115.8822 +3657,167.6898 +3658,173.7654 +3659,166.22700000000003 +3660,158.8404 +3661,141.5691 +3662,133.0557 +3663,112.4961 +3664,73.21199999999999 +3665,26.066939999999995 +3666,2.801691 3667,0.0 3668,0.0 3669,0.0 @@ -3676,20 +3676,20 @@ 3674,0.0 3675,0.0 3676,0.0 -3677,12.8719 -3678,99.5762 -3679,261.26 -3680,439.149 -3681,578.797 -3682,674.65 -3683,718.233 -3684,713.124 -3685,662.198 -3686,561.24 -3687,426.856 -3688,247.332 -3689,91.1951 -3690,10.8497 +3677,3.86157 +3678,29.872860000000003 +3679,78.378 +3680,131.7447 +3681,173.6391 +3682,202.39499999999998 +3683,215.46989999999997 +3684,213.9372 +3685,198.65939999999998 +3686,168.37199999999999 +3687,128.0568 +3688,74.1996 +3689,27.358530000000002 +3690,3.25491 3691,0.0 3692,0.0 3693,0.0 @@ -3700,20 +3700,20 @@ 3698,0.0 3699,0.0 3700,0.0 -3701,12.9054 -3702,99.5151 -3703,265.663 -3704,451.057 -3705,592.274 -3706,685.456 -3707,727.678 -3708,725.568 -3709,679.055 -3710,586.069 -3711,439.464 -3712,253.548 -3713,93.6395 -3714,10.2311 +3701,3.87162 +3702,29.854530000000004 +3703,79.69890000000001 +3704,135.3171 +3705,177.6822 +3706,205.63680000000002 +3707,218.3034 +3708,217.6704 +3709,203.7165 +3710,175.8207 +3711,131.8392 +3712,76.06439999999999 +3713,28.09185 +3714,3.06933 3715,0.0 3716,0.0 3717,0.0 @@ -3724,20 +3724,20 @@ 3722,0.0 3723,0.0 3724,0.0 -3725,7.35711 -3726,82.6117 -3727,202.159 -3728,330.243 -3729,400.006 -3730,451.873 -3731,439.791 -3732,442.941 -3733,550.977 -3734,522.271 -3735,398.837 -3736,267.007 -3737,92.8793 -3738,15.902 +3725,2.207133 +3726,24.78351 +3727,60.6477 +3728,99.0729 +3729,120.00179999999999 +3730,135.56189999999998 +3731,131.9373 +3732,132.8823 +3733,165.29309999999998 +3734,156.68129999999996 +3735,119.6511 +3736,80.1021 +3737,27.863789999999998 +3738,4.7706 3739,0.0 3740,0.0 3741,0.0 @@ -3749,19 +3749,19 @@ 3747,0.0 3748,0.0 3749,0.0 -3750,82.6012 -3751,215.137 -3752,406.207 -3753,491.753 -3754,499.524 -3755,533.141 -3756,127.795 -3757,245.822 -3758,40.729 -3759,167.886 -3760,206.192 -3761,95.1931 -3762,17.7597 +3750,24.780359999999998 +3751,64.5411 +3752,121.8621 +3753,147.5259 +3754,149.8572 +3755,159.9423 +3756,38.338499999999996 +3757,73.7466 +3758,12.2187 +3759,50.3658 +3760,61.857600000000005 +3761,28.557930000000002 +3762,5.32791 3763,0.0 3764,0.0 3765,0.0 @@ -3772,20 +3772,20 @@ 3770,0.0 3771,0.0 3772,0.0 -3773,12.9175 -3774,95.1737 -3775,241.949 -3776,397.304 -3777,532.592 -3778,604.801 -3779,662.858 -3780,665.859 -3781,619.437 -3782,529.559 -3783,383.455 -3784,229.755 -3785,91.0642 -3786,10.1691 +3773,3.87525 +3774,28.55211 +3775,72.58470000000001 +3776,119.1912 +3777,159.77759999999998 +3778,181.4403 +3779,198.85739999999998 +3780,199.75770000000003 +3781,185.8311 +3782,158.8677 +3783,115.0365 +3784,68.92649999999999 +3785,27.31926 +3786,3.05073 3787,0.0 3788,0.0 3789,0.0 @@ -3796,20 +3796,20 @@ 3794,0.0 3795,0.0 3796,0.0 -3797,12.9509 -3798,98.311 -3799,263.172 -3800,444.867 -3801,581.191 -3802,673.896 -3803,712.907 -3804,714.458 -3805,667.234 -3806,569.253 -3807,432.641 -3808,256.286 -3809,95.0647 -3810,11.8152 +3797,3.8852700000000002 +3798,29.4933 +3799,78.9516 +3800,133.4601 +3801,174.3573 +3802,202.16879999999998 +3803,213.87210000000002 +3804,214.33739999999997 +3805,200.1702 +3806,170.7759 +3807,129.7923 +3808,76.8858 +3809,28.51941 +3810,3.5445600000000006 3811,0.0 3812,0.0 3813,0.0 @@ -3820,19 +3820,19 @@ 3818,0.0 3819,0.0 3820,0.0 -3821,2.66819 -3822,78.5306 -3823,193.213 -3824,258.414 -3825,292.824 -3826,319.401 -3827,324.973 -3828,303.332 -3829,408.048 -3830,134.89 -3831,103.079 -3832,59.1007 -3833,29.5595 +3821,0.800457 +3822,23.55918 +3823,57.963899999999995 +3824,77.5242 +3825,87.84720000000002 +3826,95.8203 +3827,97.4919 +3828,90.9996 +3829,122.4144 +3830,40.46699999999999 +3831,30.923699999999997 +3832,17.730210000000003 +3833,8.867849999999999 3834,0.0 3835,0.0 3836,0.0 @@ -3844,20 +3844,20 @@ 3842,0.0 3843,0.0 3844,0.0 -3845,13.6688 -3846,92.8684 -3847,251.157 -3848,420.689 -3849,566.141 -3850,656.492 -3851,680.072 -3852,684.044 -3853,623.095 -3854,530.738 -3855,397.871 -3856,239.516 -3857,91.8514 -3858,12.4518 +3845,4.100639999999999 +3846,27.860519999999998 +3847,75.34710000000001 +3848,126.20670000000001 +3849,169.8423 +3850,196.9476 +3851,204.0216 +3852,205.2132 +3853,186.9285 +3854,159.22140000000002 +3855,119.36129999999999 +3856,71.8548 +3857,27.55542 +3858,3.7355400000000003 3859,0.0 3860,0.0 3861,0.0 @@ -3868,20 +3868,20 @@ 3866,0.0 3867,0.0 3868,0.0 -3869,15.6387 -3870,86.9964 -3871,204.051 -3872,274.727 -3873,355.162 -3874,291.144 -3875,214.775 -3876,206.351 -3877,144.77 -3878,288.365 -3879,320.964 -3880,239.094 -3881,96.2207 -3882,18.3557 +3869,4.69161 +3870,26.098919999999996 +3871,61.21529999999999 +3872,82.4181 +3873,106.5486 +3874,87.34320000000001 +3875,64.4325 +3876,61.905300000000004 +3877,43.431000000000004 +3878,86.50949999999999 +3879,96.2892 +3880,71.7282 +3881,28.86621 +3882,5.50671 3883,0.0 3884,0.0 3885,0.0 @@ -3892,20 +3892,20 @@ 3890,0.0 3891,0.0 3892,0.0 -3893,12.7919 -3894,91.0794 -3895,222.912 -3896,352.284 -3897,512.908 -3898,570.115 -3899,599.425 -3900,630.917 -3901,547.595 -3902,450.616 -3903,321.737 -3904,217.2 -3905,86.9949 -3906,10.8537 +3893,3.83757 +3894,27.32382 +3895,66.8736 +3896,105.6852 +3897,153.8724 +3898,171.0345 +3899,179.8275 +3900,189.2751 +3901,164.2785 +3902,135.1848 +3903,96.52110000000002 +3904,65.16 +3905,26.09847 +3906,3.2561099999999996 3907,0.0 3908,0.0 3909,0.0 @@ -3916,20 +3916,20 @@ 3914,0.0 3915,0.0 3916,0.0 -3917,11.2019 -3918,95.6393 -3919,268.049 -3920,456.307 -3921,560.812 -3922,647.653 -3923,429.741 -3924,380.48 -3925,375.054 -3926,317.656 -3927,219.84 -3928,176.628 -3929,82.6347 -3930,4.77271 +3917,3.36057 +3918,28.691790000000005 +3919,80.4147 +3920,136.8921 +3921,168.2436 +3922,194.29590000000002 +3923,128.9223 +3924,114.144 +3925,112.5162 +3926,95.2968 +3927,65.952 +3928,52.98839999999999 +3929,24.790409999999998 +3930,1.431813 3931,0.0 3932,0.0 3933,0.0 @@ -3940,20 +3940,20 @@ 3938,0.0 3939,0.0 3940,0.0 -3941,16.4074 -3942,102.204 -3943,253.776 -3944,412.607 -3945,542.216 -3946,668.178 -3947,488.799 -3948,523.268 -3949,456.155 -3950,403.931 -3951,278.174 -3952,198.156 -3953,85.8411 -3954,7.8199 +3941,4.922219999999999 +3942,30.661199999999997 +3943,76.1328 +3944,123.7821 +3945,162.6648 +3946,200.45340000000002 +3947,146.6397 +3948,156.98040000000003 +3949,136.8465 +3950,121.1793 +3951,83.45219999999999 +3952,59.446799999999996 +3953,25.75233 +3954,2.34597 3955,0.0 3956,0.0 3957,0.0 @@ -3964,20 +3964,20 @@ 3962,0.0 3963,0.0 3964,0.0 -3965,3.46076 -3966,47.8746 -3967,32.0079 -3968,38.2503 -3969,124.942 -3970,271.51 -3971,360.573 -3972,473.664 -3973,289.241 -3974,337.929 -3975,264.206 -3976,239.316 -3977,80.9 -3978,7.09354 +3965,1.0382280000000002 +3966,14.362380000000002 +3967,9.60237 +3968,11.47509 +3969,37.4826 +3970,81.45299999999999 +3971,108.1719 +3972,142.0992 +3973,86.77229999999999 +3974,101.3787 +3975,79.2618 +3976,71.7948 +3977,24.27 +3978,2.128062 3979,0.0 3980,0.0 3981,0.0 @@ -3988,20 +3988,20 @@ 3986,0.0 3987,0.0 3988,0.0 -3989,8.85465 -3990,101.759 -3991,210.886 -3992,342.34 -3993,303.623 -3994,366.778 -3995,408.881 -3996,484.6 -3997,631.06 -3998,557.277 -3999,381.327 -4000,202.149 -4001,84.3944 -4002,1.71262 +3989,2.6563949999999994 +3990,30.5277 +3991,63.2658 +3992,102.702 +3993,91.08689999999999 +3994,110.0334 +3995,122.6643 +3996,145.38 +3997,189.31799999999998 +3998,167.1831 +3999,114.39809999999999 +4000,60.6447 +4001,25.318320000000003 +4002,0.513786 4003,0.0 4004,0.0 4005,0.0 @@ -4012,20 +4012,20 @@ 4010,0.0 4011,0.0 4012,0.0 -4013,12.9464 -4014,89.4503 -4015,237.655 -4016,390.167 -4017,516.072 -4018,600.95 -4019,643.844 -4020,642.057 -4021,583.527 -4022,508.368 -4023,398.15 -4024,245.574 -4025,95.5683 -4026,15.5064 +4013,3.8839200000000003 +4014,26.835089999999997 +4015,71.2965 +4016,117.0501 +4017,154.8216 +4018,180.28500000000003 +4019,193.15320000000003 +4020,192.6171 +4021,175.0581 +4022,152.5104 +4023,119.44500000000001 +4024,73.6722 +4025,28.670489999999997 +4026,4.65192 4027,0.0 4028,0.0 4029,0.0 @@ -4036,20 +4036,20 @@ 4034,0.0 4035,0.0 4036,0.0 -4037,9.66878 -4038,85.5009 -4039,198.417 -4040,284.509 -4041,392.108 -4042,504.879 -4043,621.705 -4044,686.289 -4045,583.67 -4046,457.992 -4047,356.726 -4048,240.044 -4049,99.9491 -4050,13.8164 +4037,2.900634 +4038,25.650270000000003 +4039,59.5251 +4040,85.3527 +4041,117.6324 +4042,151.4637 +4043,186.5115 +4044,205.88670000000002 +4045,175.10099999999997 +4046,137.3976 +4047,107.0178 +4048,72.0132 +4049,29.98473 +4050,4.14492 4051,0.0 4052,0.0 4053,0.0 @@ -4060,20 +4060,20 @@ 4058,0.0 4059,0.0 4060,0.0 -4061,10.2602 -4062,92.1669 -4063,224.013 -4064,305.316 -4065,389.302 -4066,504.706 -4067,527.888 -4068,554.929 -4069,495.726 -4070,419.023 -4071,288.926 -4072,200.392 -4073,85.5247 -4074,5.40829 +4061,3.07806 +4062,27.65007 +4063,67.2039 +4064,91.59479999999999 +4065,116.79060000000001 +4066,151.4118 +4067,158.3664 +4068,166.4787 +4069,148.7178 +4070,125.7069 +4071,86.67779999999999 +4072,60.117599999999996 +4073,25.65741 +4074,1.6224869999999998 4075,0.0 4076,0.0 4077,0.0 @@ -4084,19 +4084,19 @@ 4082,0.0 4083,0.0 4084,0.0 -4085,13.2423 -4086,79.3868 -4087,80.2862 -4088,137.143 -4089,285.978 -4090,601.602 -4091,725.427 -4092,480.112 -4093,241.88 -4094,107.702 -4095,32.506 -4096,20.5315 -4097,8.48794 +4085,3.97269 +4086,23.816039999999997 +4087,24.085859999999997 +4088,41.1429 +4089,85.7934 +4090,180.48059999999998 +4091,217.62810000000002 +4092,144.0336 +4093,72.564 +4094,32.3106 +4095,9.7518 +4096,6.1594500000000005 +4097,2.546382 4098,0.0 4099,0.0 4100,0.0 @@ -4108,20 +4108,20 @@ 4106,0.0 4107,0.0 4108,0.0 -4109,11.821 -4110,86.6843 -4111,217.833 -4112,371.624 -4113,527.025 -4114,670.18 -4115,436.074 -4116,431.257 -4117,401.495 -4118,350.755 -4119,267.462 -4120,182.693 -4121,78.0185 -4122,19.5971 +4109,3.5463 +4110,26.00529 +4111,65.3499 +4112,111.4872 +4113,158.1075 +4114,201.054 +4115,130.8222 +4116,129.3771 +4117,120.4485 +4118,105.2265 +4119,80.23859999999999 +4120,54.807900000000004 +4121,23.40555 +4122,5.879130000000001 4123,0.0 4124,0.0 4125,0.0 @@ -4132,20 +4132,20 @@ 4130,0.0 4131,0.0 4132,0.0 -4133,4.85023 -4134,63.2553 -4135,112.188 -4136,198.911 -4137,368.311 -4138,437.475 -4139,437.551 -4140,295.001 -4141,297.511 -4142,214.597 -4143,34.0345 -4144,107.546 -4145,28.1018 -4146,5.49956 +4133,1.455069 +4134,18.97659 +4135,33.6564 +4136,59.673300000000005 +4137,110.4933 +4138,131.2425 +4139,131.2653 +4140,88.50029999999998 +4141,89.25330000000001 +4142,64.37910000000001 +4143,10.21035 +4144,32.2638 +4145,8.43054 +4146,1.649868 4147,0.0 4148,0.0 4149,0.0 @@ -4157,19 +4157,19 @@ 4155,0.0 4156,0.0 4157,0.0 -4158,41.3797 -4159,75.6113 -4160,92.0921 -4161,140.515 -4162,142.158 -4163,180.26 -4164,221.119 -4165,219.368 -4166,153.997 -4167,154.257 -4168,84.8472 -4169,50.3009 -4170,10.0586 +4158,12.41391 +4159,22.683390000000003 +4160,27.62763 +4161,42.15449999999999 +4162,42.64739999999999 +4163,54.078 +4164,66.3357 +4165,65.8104 +4166,46.19910000000001 +4167,46.277100000000004 +4168,25.454159999999998 +4169,15.090269999999999 +4170,3.01758 4171,0.0 4172,0.0 4173,0.0 @@ -4181,18 +4181,18 @@ 4179,0.0 4180,0.0 4181,0.0 -4182,93.1966 -4183,30.7841 -4184,277.962 -4185,489.068 -4186,677.665 -4187,508.419 -4188,200.302 -4189,191.52 -4190,105.758 -4191,178.45 -4192,22.9024 -4193,86.1221 +4182,27.95898 +4183,9.23523 +4184,83.3886 +4185,146.7204 +4186,203.2995 +4187,152.52569999999997 +4188,60.090599999999995 +4189,57.45600000000001 +4190,31.727399999999996 +4191,53.535 +4192,6.87072 +4193,25.836630000000003 4194,0.0 4195,0.0 4196,0.0 @@ -4204,20 +4204,20 @@ 4202,0.0 4203,0.0 4204,0.0 -4205,8.8033 -4206,81.2705 -4207,209.235 -4208,327.969 -4209,431.759 -4210,528.766 -4211,535.45 -4212,596.368 -4213,573.869 -4214,510.989 -4215,397.769 -4216,254.968 -4217,84.3003 -4218,16.6012 +4205,2.64099 +4206,24.381149999999998 +4207,62.7705 +4208,98.39070000000001 +4209,129.5277 +4210,158.6298 +4211,160.63500000000002 +4212,178.9104 +4213,172.16070000000002 +4214,153.29670000000002 +4215,119.3307 +4216,76.4904 +4217,25.29009 +4218,4.98036 4219,0.0 4220,0.0 4221,0.0 @@ -4228,20 +4228,20 @@ 4226,0.0 4227,0.0 4228,0.0 -4229,7.32643 -4230,82.0323 -4231,220.037 -4232,340.719 -4233,468.797 -4234,458.416 -4235,499.319 -4236,491.652 -4237,464.444 -4238,485.232 -4239,423.628 -4240,257.815 -4241,92.0952 -4242,20.9425 +4229,2.1979290000000002 +4230,24.60969 +4231,66.0111 +4232,102.2157 +4233,140.6391 +4234,137.5248 +4235,149.7957 +4236,147.4956 +4237,139.3332 +4238,145.5696 +4239,127.08840000000001 +4240,77.34450000000001 +4241,27.62856 +4242,6.28275 4243,0.0 4244,0.0 4245,0.0 @@ -4252,20 +4252,20 @@ 4250,0.0 4251,0.0 4252,0.0 -4253,7.33187 -4254,91.9301 -4255,193.422 -4256,311.137 -4257,381.303 -4258,499.967 -4259,385.243 -4260,579.132 -4261,396.661 -4262,271.912 -4263,137.226 -4264,29.0732 -4265,46.5626 -4266,6.36339 +4253,2.199561 +4254,27.57903 +4255,58.0266 +4256,93.3411 +4257,114.3909 +4258,149.9901 +4259,115.5729 +4260,173.7396 +4261,118.9983 +4262,81.5736 +4263,41.16779999999999 +4264,8.72196 +4265,13.96878 +4266,1.909017 4267,0.0 4268,0.0 4269,0.0 @@ -4276,19 +4276,19 @@ 4274,0.0 4275,0.0 4276,0.0 -4277,5.7094 -4278,69.0307 -4279,198.502 -4280,267.829 -4281,362.643 -4282,507.297 -4283,444.238 -4284,395.756 -4285,372.76 -4286,352.036 -4287,222.284 -4288,128.11 -4289,44.0313 +4277,1.71282 +4278,20.70921 +4279,59.5506 +4280,80.3487 +4281,108.7929 +4282,152.1891 +4283,133.2714 +4284,118.7268 +4285,111.82799999999999 +4286,105.61080000000001 +4287,66.6852 +4288,38.433 +4289,13.20939 4290,0.0 4291,0.0 4292,0.0 @@ -4300,20 +4300,20 @@ 4298,0.0 4299,0.0 4300,0.0 -4301,5.77346 -4302,85.6813 -4303,228.33 -4304,337.875 -4305,403.577 -4306,514.271 -4307,681.442 -4308,628.753 -4309,544.428 -4310,498.786 -4311,398.299 -4312,232.109 -4313,97.1592 -4314,24.8569 +4301,1.732038 +4302,25.704389999999997 +4303,68.499 +4304,101.3625 +4305,121.07310000000001 +4306,154.2813 +4307,204.4326 +4308,188.6259 +4309,163.32840000000002 +4310,149.6358 +4311,119.48969999999998 +4312,69.6327 +4313,29.14776 +4314,7.457070000000001 4315,0.0 4316,0.0 4317,0.0 @@ -4324,20 +4324,20 @@ 4322,0.0 4323,0.0 4324,0.0 -4325,9.73185 -4326,84.1935 -4327,232.484 -4328,409.833 -4329,558.4 -4330,658.862 -4331,710.091 -4332,712.558 -4333,658.804 -4334,562.893 -4335,424.157 -4336,254.007 -4337,88.714 -4338,18.2727 +4325,2.919555 +4326,25.25805 +4327,69.7452 +4328,122.9499 +4329,167.52 +4330,197.65859999999998 +4331,213.0273 +4332,213.7674 +4333,197.64119999999997 +4334,168.8679 +4335,127.2471 +4336,76.2021 +4337,26.6142 +4338,5.481809999999999 4339,0.0 4340,0.0 4341,0.0 @@ -4348,20 +4348,20 @@ 4346,0.0 4347,0.0 4348,0.0 -4349,9.65958 -4350,82.4192 -4351,234.497 -4352,408.643 -4353,547.536 -4354,640.246 -4355,697.672 -4356,703.651 -4357,654.065 -4358,563.855 -4359,431.074 -4360,262.366 -4361,92.8766 -4362,21.4032 +4349,2.897874 +4350,24.72576 +4351,70.3491 +4352,122.5929 +4353,164.26079999999996 +4354,192.0738 +4355,209.3016 +4356,211.09529999999998 +4357,196.2195 +4358,169.1565 +4359,129.3222 +4360,78.7098 +4361,27.862979999999997 +4362,6.420959999999999 4363,0.0 4364,0.0 4365,0.0 @@ -4372,20 +4372,20 @@ 4370,0.0 4371,0.0 4372,0.0 -4373,8.86117 -4374,82.2318 -4375,229.287 -4376,398.978 -4377,529.924 -4378,619.645 -4379,665.011 -4380,662.003 -4381,617.257 -4382,541.988 -4383,417.832 -4384,254.665 -4385,86.6435 -4386,17.424 +4373,2.658351 +4374,24.66954 +4375,68.7861 +4376,119.6934 +4377,158.97719999999998 +4378,185.8935 +4379,199.5033 +4380,198.6009 +4381,185.1771 +4382,162.59640000000002 +4383,125.3496 +4384,76.39949999999999 +4385,25.99305 +4386,5.2272 4387,0.0 4388,0.0 4389,0.0 @@ -4397,19 +4397,19 @@ 4395,0.0 4396,0.0 4397,0.0 -4398,44.313 -4399,97.7958 -4400,161.006 -4401,217.269 -4402,204.113 -4403,367.726 -4404,333.769 -4405,374.442 -4406,290.498 -4407,215.648 -4408,141.89 -4409,60.3361 -4410,14.6557 +4398,13.2939 +4399,29.33874 +4400,48.3018 +4401,65.1807 +4402,61.2339 +4403,110.3178 +4404,100.13069999999999 +4405,112.3326 +4406,87.1494 +4407,64.6944 +4408,42.56699999999999 +4409,18.100830000000002 +4410,4.39671 4411,0.0 4412,0.0 4413,0.0 @@ -4420,20 +4420,20 @@ 4418,0.0 4419,0.0 4420,0.0 -4421,0.314656 -4422,62.0422 -4423,111.324 -4424,198.543 -4425,302.968 -4426,434.312 -4427,265.274 -4428,230.509 -4429,284.862 -4430,249.888 -4431,185.069 -4432,130.772 -4433,44.8062 -4434,20.263 +4421,0.0943968 +4422,18.612659999999998 +4423,33.3972 +4424,59.5629 +4425,90.8904 +4426,130.2936 +4427,79.5822 +4428,69.1527 +4429,85.4586 +4430,74.9664 +4431,55.5207 +4432,39.2316 +4433,13.441859999999998 +4434,6.078900000000001 4435,0.0 4436,0.0 4437,0.0 @@ -4444,20 +4444,20 @@ 4442,0.0 4443,0.0 4444,0.0 -4445,14.1048 -4446,77.717 -4447,137.626 -4448,326.823 -4449,242.371 -4450,353.038 -4451,526.062 -4452,275.397 -4453,265.92 -4454,361.413 -4455,453.809 -4456,231.949 -4457,100.305 -4458,22.22 +4445,4.23144 +4446,23.315099999999997 +4447,41.2878 +4448,98.0469 +4449,72.7113 +4450,105.9114 +4451,157.8186 +4452,82.6191 +4453,79.776 +4454,108.42389999999999 +4455,136.14270000000002 +4456,69.5847 +4457,30.0915 +4458,6.666 4459,0.0 4460,0.0 4461,0.0 @@ -4468,20 +4468,20 @@ 4466,0.0 4467,0.0 4468,0.0 -4469,2.63298 -4470,9.63156 -4471,82.8347 -4472,157.238 -4473,214.727 -4474,358.636 -4475,373.602 -4476,537.151 -4477,415.218 -4478,421.128 -4479,460.43 -4480,326.988 -4481,101.971 -4482,24.1887 +4469,0.789894 +4470,2.8894680000000004 +4471,24.85041 +4472,47.1714 +4473,64.4181 +4474,107.5908 +4475,112.0806 +4476,161.1453 +4477,124.56540000000001 +4478,126.33840000000001 +4479,138.129 +4480,98.0964 +4481,30.5913 +4482,7.25661 4483,0.0 4484,0.0 4485,0.0 @@ -4492,20 +4492,20 @@ 4490,0.0 4491,0.0 4492,0.0 -4493,8.08583 -4494,83.0178 -4495,204.469 -4496,312.744 -4497,396.605 -4498,526.465 -4499,565.405 -4500,458.425 -4501,426.783 -4502,514.713 -4503,373.005 -4504,276.486 -4505,86.8918 -4506,16.0105 +4493,2.425749 +4494,24.905339999999995 +4495,61.3407 +4496,93.8232 +4497,118.98150000000001 +4498,157.9395 +4499,169.62149999999997 +4500,137.5275 +4501,128.0349 +4502,154.41389999999998 +4503,111.9015 +4504,82.9458 +4505,26.06754 +4506,4.8031500000000005 4507,0.0 4508,0.0 4509,0.0 @@ -4516,20 +4516,20 @@ 4514,0.0 4515,0.0 4516,0.0 -4517,4.19416 -4518,78.2765 -4519,207.589 -4520,323.221 -4521,428.374 -4522,479.408 -4523,630.879 -4524,690.425 -4525,573.424 -4526,420.454 -4527,294.701 -4528,208.198 -4529,91.7286 -4530,16.0572 +4517,1.2582479999999998 +4518,23.48295 +4519,62.2767 +4520,96.96629999999999 +4521,128.5122 +4522,143.8224 +4523,189.2637 +4524,207.1275 +4525,172.0272 +4526,126.1362 +4527,88.41030000000002 +4528,62.459399999999995 +4529,27.518579999999996 +4530,4.81716 4531,0.0 4532,0.0 4533,0.0 @@ -4540,20 +4540,20 @@ 4538,0.0 4539,0.0 4540,0.0 -4541,6.47075 -4542,63.7438 -4543,226.142 -4544,393.806 -4545,527.04 -4546,621.378 -4547,664.54 -4548,660.161 -4549,621.716 -4550,530.893 -4551,400.928 -4552,248.258 -4553,91.0407 -4554,15.8125 +4541,1.941225 +4542,19.12314 +4543,67.8426 +4544,118.1418 +4545,158.112 +4546,186.41340000000002 +4547,199.36199999999997 +4548,198.0483 +4549,186.5148 +4550,159.26790000000003 +4551,120.2784 +4552,74.4774 +4553,27.31221 +4554,4.74375 4555,0.0 4556,0.0 4557,0.0 @@ -4564,20 +4564,20 @@ 4562,0.0 4563,0.0 4564,0.0 -4565,6.50575 -4566,61.7203 -4567,229.117 -4568,402.522 -4569,538.145 -4570,628.508 -4571,661.609 -4572,675.454 -4573,634.089 -4574,548.466 -4575,420.723 -4576,258.217 -4577,92.3431 -4578,16.7487 +4565,1.9517250000000002 +4566,18.51609 +4567,68.7351 +4568,120.75659999999999 +4569,161.4435 +4570,188.55240000000003 +4571,198.4827 +4572,202.6362 +4573,190.2267 +4574,164.5398 +4575,126.21690000000001 +4576,77.46509999999999 +4577,27.702930000000002 +4578,5.024609999999999 4579,0.0 4580,0.0 4581,0.0 @@ -4588,20 +4588,20 @@ 4586,0.0 4587,0.0 4588,0.0 -4589,3.40616 -4590,81.9711 -4591,200.065 -4592,325.535 -4593,410.467 -4594,506.712 -4595,580.447 -4596,548.328 -4597,506.94 -4598,494.979 -4599,406.106 -4600,253.795 -4601,93.1152 -4602,20.8219 +4589,1.0218479999999999 +4590,24.591330000000003 +4591,60.0195 +4592,97.6605 +4593,123.14009999999999 +4594,152.01359999999997 +4595,174.13410000000002 +4596,164.49839999999998 +4597,152.082 +4598,148.4937 +4599,121.83179999999999 +4600,76.1385 +4601,27.934559999999998 +4602,6.24657 4603,0.0 4604,0.0 4605,0.0 @@ -4612,20 +4612,20 @@ 4610,0.0 4611,0.0 4612,0.0 -4613,5.74158 -4614,69.6226 -4615,220.945 -4616,374.038 -4617,521.956 -4618,641.411 -4619,412.974 -4620,370.168 -4621,338.774 -4622,336.381 -4623,272.959 -4624,191.764 -4625,90.7096 -4626,16.7048 +4613,1.7224739999999998 +4614,20.88678 +4615,66.2835 +4616,112.21140000000001 +4617,156.58679999999998 +4618,192.42329999999998 +4619,123.8922 +4620,111.0504 +4621,101.63220000000001 +4622,100.9143 +4623,81.8877 +4624,57.5292 +4625,27.212880000000002 +4626,5.0114399999999995 4627,0.0 4628,0.0 4629,0.0 @@ -4636,20 +4636,20 @@ 4634,0.0 4635,0.0 4636,0.0 -4637,2.64241 -4638,75.493 -4639,169.461 -4640,298.395 -4641,422.013 -4642,474.73 -4643,520.317 -4644,509.518 -4645,595.26 -4646,565.429 -4647,425.065 -4648,279.143 -4649,111.313 -4650,18.7063 +4637,0.792723 +4638,22.647899999999996 +4639,50.8383 +4640,89.51849999999999 +4641,126.6039 +4642,142.419 +4643,156.0951 +4644,152.8554 +4645,178.578 +4646,169.62869999999998 +4647,127.5195 +4648,83.74289999999999 +4649,33.3939 +4650,5.61189 4651,0.0 4652,0.0 4653,0.0 @@ -4660,20 +4660,20 @@ 4658,0.0 4659,0.0 4660,0.0 -4661,5.00103 -4662,64.0132 -4663,227.003 -4664,401.01 -4665,546.35 -4666,644.357 -4667,680.586 -4668,687.448 -4669,645.778 -4670,554.716 -4671,428.186 -4672,263.743 -4673,105.398 -4674,15.4799 +4661,1.5003090000000001 +4662,19.20396 +4663,68.1009 +4664,120.303 +4665,163.905 +4666,193.3071 +4667,204.1758 +4668,206.2344 +4669,193.73340000000002 +4670,166.41479999999999 +4671,128.45579999999998 +4672,79.1229 +4673,31.6194 +4674,4.64397 4675,0.0 4676,0.0 4677,0.0 @@ -4685,19 +4685,19 @@ 4683,0.0 4684,0.0 4685,0.0 -4686,53.2077 -4687,133.039 -4688,224.846 -4689,257.349 -4690,272.534 -4691,265.798 -4692,256.955 -4693,91.4363 -4694,138.233 -4695,112.863 -4696,61.9239 -4697,9.46597 -4698,1.03889 +4686,15.96231 +4687,39.911699999999996 +4688,67.4538 +4689,77.2047 +4690,81.7602 +4691,79.73939999999999 +4692,77.0865 +4693,27.430889999999998 +4694,41.469899999999996 +4695,33.8589 +4696,18.577170000000002 +4697,2.8397910000000004 +4698,0.31166699999999997 4699,0.0 4700,0.0 4701,0.0 @@ -4709,18 +4709,18 @@ 4707,0.0 4708,0.0 4709,0.0 -4710,62.941 -4711,223.308 -4712,445.859 -4713,479.224 -4714,555.698 -4715,629.251 -4716,625.283 -4717,539.183 -4718,43.2148 -4719,33.7432 -4720,21.598 -4721,9.41502 +4710,18.8823 +4711,66.9924 +4712,133.7577 +4713,143.7672 +4714,166.70940000000002 +4715,188.77530000000002 +4716,187.5849 +4717,161.7549 +4718,12.96444 +4719,10.12296 +4720,6.4794 +4721,2.824506 4722,0.0 4723,0.0 4724,0.0 @@ -4733,18 +4733,18 @@ 4731,0.0 4732,0.0 4733,0.0 -4734,66.0758 -4735,214.505 -4736,359.11 -4737,574.828 -4738,455.522 -4739,519.794 -4740,405.384 -4741,425.942 -4742,253.514 -4743,231.033 -4744,21.3318 -4745,8.58902 +4734,19.82274 +4735,64.3515 +4736,107.73300000000002 +4737,172.4484 +4738,136.6566 +4739,155.9382 +4740,121.6152 +4741,127.7826 +4742,76.05420000000001 +4743,69.3099 +4744,6.39954 +4745,2.5767059999999997 4746,0.0 4747,0.0 4748,0.0 @@ -4756,19 +4756,19 @@ 4754,0.0 4755,0.0 4756,0.0 -4757,10.2417 -4758,80.2952 -4759,97.5258 -4760,208.238 -4761,600.456 -4762,472.915 -4763,706.514 -4764,503.39 -4765,51.8772 -4766,44.7119 -4767,34.9332 -4768,22.1259 -4769,9.27901 +4757,3.07251 +4758,24.088559999999998 +4759,29.257740000000002 +4760,62.4714 +4761,180.1368 +4762,141.8745 +4763,211.9542 +4764,151.017 +4765,15.563160000000002 +4766,13.41357 +4767,10.479959999999998 +4768,6.63777 +4769,2.7837029999999996 4770,0.0 4771,0.0 4772,0.0 @@ -4781,18 +4781,18 @@ 4779,0.0 4780,0.0 4781,0.0 -4782,69.7893 -4783,172.591 -4784,305.319 -4785,313.286 -4786,556.624 -4787,462.859 -4788,334.69 -4789,144.052 -4790,240.402 -4791,243.373 -4792,194.525 -4793,8.43519 +4782,20.93679 +4783,51.7773 +4784,91.59570000000001 +4785,93.9858 +4786,166.9872 +4787,138.8577 +4788,100.407 +4789,43.215599999999995 +4790,72.1206 +4791,73.0119 +4792,58.3575 +4793,2.530557 4794,0.0 4795,0.0 4796,0.0 @@ -4804,20 +4804,20 @@ 4802,0.0 4803,0.0 4804,0.0 -4805,1.0579 -4806,44.3574 -4807,164.147 -4808,213.015 -4809,202.968 -4810,130.251 -4811,50.1676 -4812,216.689 -4813,353.98 -4814,322.071 -4815,320.115 -4816,247.636 -4817,101.206 -4818,10.8718 +4805,0.31737000000000004 +4806,13.30722 +4807,49.244099999999996 +4808,63.90449999999999 +4809,60.89039999999999 +4810,39.0753 +4811,15.05028 +4812,65.0067 +4813,106.194 +4814,96.62130000000002 +4815,96.0345 +4816,74.2908 +4817,30.361800000000002 +4818,3.26154 4819,0.0 4820,0.0 4821,0.0 @@ -4829,19 +4829,19 @@ 4827,0.0 4828,0.0 4829,0.0 -4830,27.6964 -4831,143.253 -4832,196.147 -4833,408.544 -4834,395.184 -4835,206.406 -4836,236.018 -4837,336.724 -4838,314.06 -4839,245.126 -4840,228.538 -4841,101.242 -4842,7.56288 +4830,8.30892 +4831,42.975899999999996 +4832,58.8441 +4833,122.5632 +4834,118.55520000000001 +4835,61.921800000000005 +4836,70.8054 +4837,101.01719999999999 +4838,94.218 +4839,73.5378 +4840,68.5614 +4841,30.3726 +4842,2.268864 4843,0.0 4844,0.0 4845,0.0 @@ -4852,20 +4852,20 @@ 4850,0.0 4851,0.0 4852,0.0 -4853,4.09577 -4854,55.7675 -4855,254.616 -4856,469.754 -4857,606.102 -4858,696.535 -4859,453.02 -4860,371.702 -4861,313.865 -4862,289.738 -4863,312.277 -4864,173.328 -4865,87.0144 -4866,6.17448 +4853,1.228731 +4854,16.730249999999998 +4855,76.3848 +4856,140.9262 +4857,181.8306 +4858,208.9605 +4859,135.906 +4860,111.5106 +4861,94.15950000000001 +4862,86.9214 +4863,93.6831 +4864,51.998400000000004 +4865,26.104319999999998 +4866,1.8523439999999998 4867,0.0 4868,0.0 4869,0.0 @@ -4876,20 +4876,20 @@ 4874,0.0 4875,0.0 4876,0.0 -4877,2.58337 -4878,54.0575 -4879,235.196 -4880,454.146 -4881,580.81 -4882,702.056 -4883,428.99 -4884,428.486 -4885,401.442 -4886,324.24 -4887,269.167 -4888,189.374 -4889,87.5849 -4890,8.46723 +4877,0.7750109999999999 +4878,16.21725 +4879,70.55879999999999 +4880,136.2438 +4881,174.243 +4882,210.6168 +4883,128.697 +4884,128.54579999999999 +4885,120.43260000000001 +4886,97.272 +4887,80.7501 +4888,56.8122 +4889,26.275470000000002 +4890,2.540169 4891,0.0 4892,0.0 4893,0.0 @@ -4900,20 +4900,20 @@ 4898,0.0 4899,0.0 4900,0.0 -4901,1.87562 -4902,59.0006 -4903,225.433 -4904,400.368 -4905,539.98 -4906,636.135 -4907,689.183 -4908,688.555 -4909,647.717 -4910,561.577 -4911,427.765 -4912,263.364 -4913,102.469 -4914,10.7067 +4901,0.562686 +4902,17.70018 +4903,67.62989999999999 +4904,120.1104 +4905,161.994 +4906,190.8405 +4907,206.7549 +4908,206.56649999999996 +4909,194.3151 +4910,168.4731 +4911,128.3295 +4912,79.00919999999999 +4913,30.740699999999997 +4914,3.21201 4915,0.0 4916,0.0 4917,0.0 @@ -4925,19 +4925,19 @@ 4923,0.0 4924,0.0 4925,0.0 -4926,67.4495 -4927,135.899 -4928,166.024 -4929,183.067 -4930,190.089 -4931,114.044 -4932,266.563 -4933,416.259 -4934,291.127 -4935,201.69 -4936,127.02 -4937,48.9451 -4938,9.34379 +4926,20.234849999999998 +4927,40.7697 +4928,49.8072 +4929,54.920100000000005 +4930,57.026700000000005 +4931,34.2132 +4932,79.9689 +4933,124.87769999999999 +4934,87.33810000000001 +4935,60.507000000000005 +4936,38.106 +4937,14.68353 +4938,2.8031370000000004 4939,0.0 4940,0.0 4941,0.0 @@ -4949,19 +4949,19 @@ 4947,0.0 4948,0.0 4949,0.0 -4950,67.7522 -4951,140.43 -4952,196.37 -4953,210.217 -4954,306.211 -4955,298.109 -4956,279.478 -4957,411.277 -4958,420.077 -4959,391.439 -4960,257.285 -4961,107.692 -4962,15.2725 +4950,20.32566 +4951,42.129 +4952,58.91100000000001 +4953,63.0651 +4954,91.86330000000001 +4955,89.43269999999998 +4956,83.8434 +4957,123.3831 +4958,126.0231 +4959,117.4317 +4960,77.18550000000002 +4961,32.3076 +4962,4.58175 4963,0.0 4964,0.0 4965,0.0 @@ -4973,19 +4973,19 @@ 4971,0.0 4972,0.0 4973,0.0 -4974,62.9095 -4975,203.011 -4976,334.133 -4977,408.226 -4978,672.464 -4979,598.979 -4980,592.719 -4981,252.495 -4982,160.851 -4983,79.9533 -4984,28.2386 -4985,47.6555 -4986,0.965351 +4974,18.872850000000003 +4975,60.9033 +4976,100.23989999999999 +4977,122.4678 +4978,201.7392 +4979,179.6937 +4980,177.8157 +4981,75.7485 +4982,48.2553 +4983,23.98599 +4984,8.471580000000001 +4985,14.296650000000001 +4986,0.28960529999999995 4987,0.0 4988,0.0 4989,0.0 @@ -4996,20 +4996,20 @@ 4994,0.0 4995,0.0 4996,0.0 -4997,0.317469 -4998,61.0381 -4999,218.684 -5000,383.984 -5001,511.179 -5002,597.803 -5003,651.744 -5004,657.62 -5005,619.296 -5006,539.635 -5007,420.41 -5008,256.006 -5009,101.079 -5010,10.7271 +4997,0.09524070000000001 +4998,18.311429999999998 +4999,65.6052 +5000,115.1952 +5001,153.35369999999998 +5002,179.3409 +5003,195.5232 +5004,197.286 +5005,185.7888 +5006,161.8905 +5007,126.123 +5008,76.80179999999999 +5009,30.323699999999995 +5010,3.21813 5011,0.0 5012,0.0 5013,0.0 @@ -5020,20 +5020,20 @@ 5018,0.0 5019,0.0 5020,0.0 -5021,1.83277 -5022,65.7129 -5023,235.84 -5024,366.822 -5025,436.204 -5026,484.803 -5027,540.225 -5028,491.624 -5029,525.621 -5030,456.358 -5031,320.79 -5032,222.117 -5033,80.9953 -5034,5.4112 +5021,0.5498310000000001 +5022,19.71387 +5023,70.752 +5024,110.0466 +5025,130.8612 +5026,145.4409 +5027,162.06750000000002 +5028,147.4872 +5029,157.6863 +5030,136.9074 +5031,96.23700000000001 +5032,66.6351 +5033,24.29859 +5034,1.62336 5035,0.0 5036,0.0 5037,0.0 @@ -5045,19 +5045,19 @@ 5043,0.0 5044,0.0 5045,0.0 -5046,69.929 -5047,196.726 -5048,341.89 -5049,503.21 -5050,587.429 -5051,593.707 -5052,615.42 -5053,615.084 -5054,503.97 -5055,360.696 -5056,222.364 -5057,89.3487 -5058,3.98087 +5046,20.9787 +5047,59.0178 +5048,102.567 +5049,150.963 +5050,176.2287 +5051,178.1121 +5052,184.62599999999998 +5053,184.52519999999998 +5054,151.191 +5055,108.20880000000001 +5056,66.7092 +5057,26.804609999999997 +5058,1.194261 5059,0.0 5060,0.0 5061,0.0 @@ -5069,19 +5069,19 @@ 5067,0.0 5068,0.0 5069,0.0 -5070,59.4397 -5071,218.353 -5072,390.429 -5073,530.711 -5074,629.134 -5075,678.637 -5076,687.756 -5077,644.605 -5078,555.313 -5079,420.614 -5080,256.709 -5081,99.5492 -5082,8.4 +5070,17.83191 +5071,65.50590000000001 +5072,117.1287 +5073,159.2133 +5074,188.7402 +5075,203.59109999999998 +5076,206.32679999999996 +5077,193.3815 +5078,166.5939 +5079,126.18419999999999 +5080,77.01270000000001 +5081,29.86476 +5082,2.5200000000000005 5083,0.0 5084,0.0 5085,0.0 @@ -5093,19 +5093,19 @@ 5091,0.0 5092,0.0 5093,0.0 -5094,62.6632 -5095,207.205 -5096,341.245 -5097,457.692 -5098,558.288 -5099,613.591 -5100,635.968 -5101,643.488 -5102,565.872 -5103,442.025 -5104,258.276 -5105,100.52 -5106,10.7761 +5094,18.79896 +5095,62.1615 +5096,102.3735 +5097,137.3076 +5098,167.4864 +5099,184.0773 +5100,190.7904 +5101,193.0464 +5102,169.7616 +5103,132.6075 +5104,77.4828 +5105,30.156 +5106,3.23283 5107,0.0 5108,0.0 5109,0.0 @@ -5117,18 +5117,18 @@ 5115,0.0 5116,0.0 5117,0.0 -5118,63.4026 -5119,209.739 -5120,398.667 -5121,461.539 -5122,682.447 -5123,663.626 -5124,596.549 -5125,494.511 -5126,412.714 -5127,281.877 -5128,189.56 -5129,73.3197 +5118,19.020780000000002 +5119,62.9217 +5120,119.6001 +5121,138.46169999999998 +5122,204.7341 +5123,199.0878 +5124,178.9647 +5125,148.35330000000002 +5126,123.81420000000001 +5127,84.56309999999999 +5128,56.868 +5129,21.995910000000002 5130,0.0 5131,0.0 5132,0.0 @@ -5141,19 +5141,19 @@ 5139,0.0 5140,0.0 5141,0.0 -5142,66.4429 -5143,210.642 -5144,268.696 -5145,303.547 -5146,302.162 -5147,289.26 -5148,55.0398 -5149,348.2 -5150,315.704 -5151,136.404 -5152,111.448 -5153,84.489 -5154,9.42672 +5142,19.93287 +5143,63.1926 +5144,80.60880000000002 +5145,91.0641 +5146,90.6486 +5147,86.778 +5148,16.51194 +5149,104.46000000000001 +5150,94.71119999999999 +5151,40.9212 +5152,33.4344 +5153,25.346700000000002 +5154,2.828016 5155,0.0 5156,0.0 5157,0.0 @@ -5165,19 +5165,19 @@ 5163,0.0 5164,0.0 5165,0.0 -5166,64.8191 -5167,182.759 -5168,271.097 -5169,380.169 -5170,532.628 -5171,510.885 -5172,636.865 -5173,686.964 -5174,558.758 -5175,362.897 -5176,207.127 -5177,88.8931 -5178,6.36506 +5166,19.44573 +5167,54.82769999999999 +5168,81.3291 +5169,114.05069999999999 +5170,159.7884 +5171,153.2655 +5172,191.0595 +5173,206.0892 +5174,167.62740000000002 +5175,108.86909999999999 +5176,62.1381 +5177,26.667930000000002 +5178,1.9095179999999998 5179,0.0 5180,0.0 5181,0.0 @@ -5189,18 +5189,18 @@ 5187,0.0 5188,0.0 5189,0.0 -5190,62.1897 -5191,194.419 -5192,316.016 -5193,605.457 -5194,543.113 -5195,744.895 -5196,389.004 -5197,366.077 -5198,221.585 -5199,190.216 -5200,63.9442 -5201,50.4695 +5190,18.65691 +5191,58.325700000000005 +5192,94.8048 +5193,181.6371 +5194,162.93390000000002 +5195,223.4685 +5196,116.7012 +5197,109.8231 +5198,66.4755 +5199,57.0648 +5200,19.18326 +5201,15.140849999999999 5202,0.0 5203,0.0 5204,0.0 @@ -5213,18 +5213,18 @@ 5211,0.0 5212,0.0 5213,0.0 -5214,63.4446 -5215,238.394 -5216,371.923 -5217,442.679 -5218,526.046 -5219,539.689 -5220,523.925 -5221,487.716 -5222,392.988 -5223,336.869 -5224,180.212 -5225,67.7096 +5214,19.03338 +5215,71.5182 +5216,111.5769 +5217,132.8037 +5218,157.81380000000001 +5219,161.9067 +5220,157.17749999999998 +5221,146.3148 +5222,117.8964 +5223,101.06070000000001 +5224,54.063599999999994 +5225,20.31288 5226,0.0 5227,0.0 5228,0.0 @@ -5237,18 +5237,18 @@ 5235,0.0 5236,0.0 5237,0.0 -5238,62.3833 -5239,181.267 -5240,281.148 -5241,326.755 -5242,447.871 -5243,427.235 -5244,418.991 -5245,343.471 -5246,304.525 -5247,257.94 -5248,178.392 -5249,51.2833 +5238,18.71499 +5239,54.38009999999999 +5240,84.34440000000001 +5241,98.0265 +5242,134.3613 +5243,128.1705 +5244,125.6973 +5245,103.0413 +5246,91.3575 +5247,77.382 +5248,53.5176 +5249,15.384989999999998 5250,0.0 5251,0.0 5252,0.0 @@ -5261,19 +5261,19 @@ 5259,0.0 5260,0.0 5261,0.0 -5262,63.2485 -5263,195.585 -5264,357.931 -5265,463.912 -5266,542.428 -5267,602.878 -5268,633.318 -5269,631.861 -5270,549.56 -5271,434.821 -5272,271.056 -5273,90.7735 -5274,8.52858 +5262,18.97455 +5263,58.6755 +5264,107.3793 +5265,139.1736 +5266,162.7284 +5267,180.8634 +5268,189.9954 +5269,189.5583 +5270,164.868 +5271,130.4463 +5272,81.31679999999999 +5273,27.232049999999997 +5274,2.5585739999999997 5275,0.0 5276,0.0 5277,0.0 @@ -5285,18 +5285,18 @@ 5283,0.0 5284,0.0 5285,0.0 -5286,60.3426 -5287,194.25 -5288,373.946 -5289,515.003 -5290,625.002 -5291,626.104 -5292,608.988 -5293,613.426 -5294,476.756 -5295,344.659 -5296,221.359 -5297,69.156 +5286,18.10278 +5287,58.275 +5288,112.1838 +5289,154.5009 +5290,187.5006 +5291,187.8312 +5292,182.69640000000004 +5293,184.0278 +5294,143.02679999999998 +5295,103.3977 +5296,66.4077 +5297,20.746800000000004 5298,0.0 5299,0.0 5300,0.0 @@ -5309,19 +5309,19 @@ 5307,0.0 5308,0.0 5309,0.0 -5310,57.6886 -5311,225.413 -5312,405.406 -5313,558.451 -5314,644.37 -5315,693.782 -5316,700.541 -5317,655.96 -5318,574.536 -5319,438.496 -5320,265.193 -5321,90.6509 -5322,4.71918 +5310,17.30658 +5311,67.6239 +5312,121.6218 +5313,167.5353 +5314,193.311 +5315,208.1346 +5316,210.16230000000002 +5317,196.78799999999998 +5318,172.36079999999998 +5319,131.5488 +5320,79.55789999999999 +5321,27.195269999999997 +5322,1.415754 5323,0.0 5324,0.0 5325,0.0 @@ -5333,19 +5333,19 @@ 5331,0.0 5332,0.0 5333,0.0 -5334,60.0508 -5335,218.807 -5336,396.633 -5337,541.952 -5338,630.643 -5339,680.007 -5340,683.352 -5341,641.283 -5342,551.785 -5343,417.072 -5344,250.196 -5345,82.9563 -5346,2.43693 +5334,18.015240000000002 +5335,65.6421 +5336,118.98989999999999 +5337,162.5856 +5338,189.1929 +5339,204.00209999999998 +5340,205.0056 +5341,192.38490000000002 +5342,165.53549999999998 +5343,125.1216 +5344,75.05879999999999 +5345,24.886889999999998 +5346,0.7310789999999999 5347,0.0 5348,0.0 5349,0.0 @@ -5357,18 +5357,18 @@ 5355,0.0 5356,0.0 5357,0.0 -5358,41.7349 -5359,111.521 -5360,194.156 -5361,274.22 -5362,336.935 -5363,335.891 -5364,326.674 -5365,274.703 -5366,239.932 -5367,174.029 -5368,108.213 -5369,41.6438 +5358,12.520470000000001 +5359,33.4563 +5360,58.2468 +5361,82.266 +5362,101.0805 +5363,100.76729999999999 +5364,98.00219999999999 +5365,82.4109 +5366,71.97959999999999 +5367,52.20869999999999 +5368,32.463899999999995 +5369,12.49314 5370,0.0 5371,0.0 5372,0.0 @@ -5381,18 +5381,18 @@ 5379,0.0 5380,0.0 5381,0.0 -5382,40.5275 -5383,115.756 -5384,204.894 -5385,298.336 -5386,383.25 -5387,366.718 -5388,386.17 -5389,331.213 -5390,307.772 -5391,246.003 -5392,121.985 -5393,50.0628 +5382,12.15825 +5383,34.7268 +5384,61.468199999999996 +5385,89.5008 +5386,114.975 +5387,110.01540000000001 +5388,115.851 +5389,99.36390000000002 +5390,92.3316 +5391,73.8009 +5392,36.5955 +5393,15.01884 5394,0.0 5395,0.0 5396,0.0 @@ -5405,19 +5405,19 @@ 5403,0.0 5404,0.0 5405,0.0 -5406,67.286 -5407,192.956 -5408,342.703 -5409,450.728 -5410,532.201 -5411,624.597 -5412,649.247 -5413,611.999 -5414,540.908 -5415,408.715 -5416,252.951 -5417,85.4495 -5418,3.165 +5406,20.1858 +5407,57.886799999999994 +5408,102.81089999999999 +5409,135.2184 +5410,159.6603 +5411,187.3791 +5412,194.77409999999998 +5413,183.5997 +5414,162.2724 +5415,122.61449999999999 +5416,75.8853 +5417,25.63485 +5418,0.9494999999999999 5419,0.0 5420,0.0 5421,0.0 @@ -5429,18 +5429,18 @@ 5427,0.0 5428,0.0 5429,0.0 -5430,61.1278 -5431,186.049 -5432,315.651 -5433,513.142 -5434,573.553 -5435,626.859 -5436,466.962 -5437,511.014 -5438,560.194 -5439,388.289 -5440,172.811 -5441,69.1503 +5430,18.338340000000002 +5431,55.81470000000001 +5432,94.6953 +5433,153.94260000000003 +5434,172.0659 +5435,188.0577 +5436,140.08859999999999 +5437,153.30419999999998 +5438,168.0582 +5439,116.4867 +5440,51.843300000000006 +5441,20.745089999999998 5442,0.0 5443,0.0 5444,0.0 @@ -5453,19 +5453,19 @@ 5451,0.0 5452,0.0 5453,0.0 -5454,58.1437 -5455,212.641 -5456,373.523 -5457,521.328 -5458,615.365 -5459,665.582 -5460,679.917 -5461,644.772 -5462,552.182 -5463,419.621 -5464,253.57 -5465,84.7148 -5466,2.43721 +5454,17.44311 +5455,63.7923 +5456,112.05690000000001 +5457,156.3984 +5458,184.60950000000003 +5459,199.6746 +5460,203.9751 +5461,193.4316 +5462,165.65460000000002 +5463,125.88629999999999 +5464,76.07100000000001 +5465,25.41444 +5466,0.731163 5467,0.0 5468,0.0 5469,0.0 @@ -5477,19 +5477,19 @@ 5475,0.0 5476,0.0 5477,0.0 -5478,57.3902 -5479,216.591 -5480,390.968 -5481,532.366 -5482,616.981 -5483,690.327 -5484,672.66 -5485,613.311 -5486,535.301 -5487,414.53 -5488,244.921 -5489,77.1274 -5490,0.155847 +5478,17.21706 +5479,64.9773 +5480,117.2904 +5481,159.7098 +5482,185.0943 +5483,207.09810000000002 +5484,201.79799999999997 +5485,183.9933 +5486,160.5903 +5487,124.35899999999998 +5488,73.4763 +5489,23.13822 +5490,0.0467541 5491,0.0 5492,0.0 5493,0.0 @@ -5501,18 +5501,18 @@ 5499,0.0 5500,0.0 5501,0.0 -5502,47.2285 -5503,134.088 -5504,199.201 -5505,239.271 -5506,301.65 -5507,343.578 -5508,324.997 -5509,330.37 -5510,282.037 -5511,204.418 -5512,112.904 -5513,45.532 +5502,14.16855 +5503,40.2264 +5504,59.760299999999994 +5505,71.7813 +5506,90.49499999999999 +5507,103.07339999999999 +5508,97.49910000000001 +5509,99.111 +5510,84.6111 +5511,61.3254 +5512,33.871199999999995 +5513,13.6596 5514,0.0 5515,0.0 5516,0.0 @@ -5525,18 +5525,18 @@ 5523,0.0 5524,0.0 5525,0.0 -5526,51.216 -5527,145.46 -5528,246.369 -5529,314.562 -5530,380.042 -5531,402.765 -5532,438.611 -5533,420.603 -5534,350.017 -5535,253.354 -5536,162.762 -5537,64.3128 +5526,15.364799999999999 +5527,43.638000000000005 +5528,73.9107 +5529,94.3686 +5530,114.01259999999999 +5531,120.8295 +5532,131.58329999999998 +5533,126.18090000000001 +5534,105.00510000000001 +5535,76.0062 +5536,48.828599999999994 +5537,19.293839999999996 5538,0.0 5539,0.0 5540,0.0 @@ -5549,19 +5549,19 @@ 5547,0.0 5548,0.0 5549,0.0 -5550,57.0873 -5551,213.21 -5552,347.267 -5553,488.125 -5554,562.504 -5555,668.739 -5556,679.688 -5557,634.877 -5558,554.93 -5559,387.12 -5560,231.73 -5561,77.8126 -5562,0.145692 +5550,17.12619 +5551,63.963 +5552,104.1801 +5553,146.4375 +5554,168.7512 +5555,200.62170000000003 +5556,203.9064 +5557,190.46309999999997 +5558,166.47899999999998 +5559,116.13600000000001 +5560,69.51899999999999 +5561,23.343780000000002 +5562,0.0437076 5563,0.0 5564,0.0 5565,0.0 @@ -5573,18 +5573,18 @@ 5571,0.0 5572,0.0 5573,0.0 -5574,28.5132 -5575,78.288 -5576,131.093 -5577,169.73 -5578,198.567 -5579,213.558 -5580,210.487 -5581,198.693 -5582,164.167 -5583,126.779 -5584,77.7458 -5585,30.633 +5574,8.55396 +5575,23.4864 +5576,39.3279 +5577,50.919 +5578,59.5701 +5579,64.0674 +5580,63.146100000000004 +5581,59.6079 +5582,49.2501 +5583,38.0337 +5584,23.32374 +5585,9.1899 5586,0.0 5587,0.0 5588,0.0 @@ -5597,18 +5597,18 @@ 5595,0.0 5596,0.0 5597,0.0 -5598,60.361 -5599,191.599 -5600,329.841 -5601,493.731 -5602,566.417 -5603,636.989 -5604,649.204 -5605,625.589 -5606,503.496 -5607,390.43 -5608,208.539 -5609,73.8132 +5598,18.1083 +5599,57.479699999999994 +5600,98.9523 +5601,148.11929999999998 +5602,169.92510000000001 +5603,191.0967 +5604,194.7612 +5605,187.6767 +5606,151.04879999999997 +5607,117.129 +5608,62.561699999999995 +5609,22.14396 5610,0.0 5611,0.0 5612,0.0 @@ -5621,18 +5621,18 @@ 5619,0.0 5620,0.0 5621,0.0 -5622,60.0088 -5623,190.318 -5624,324.845 -5625,463.275 -5626,557.975 -5627,611.122 -5628,595.277 -5629,544.456 -5630,432.083 -5631,304.909 -5632,184.161 -5633,63.9049 +5622,18.00264 +5623,57.095400000000005 +5624,97.45350000000002 +5625,138.9825 +5626,167.3925 +5627,183.33659999999998 +5628,178.58310000000003 +5629,163.3368 +5630,129.62490000000003 +5631,91.47269999999999 +5632,55.2483 +5633,19.17147 5634,0.0 5635,0.0 5636,0.0 @@ -5645,18 +5645,18 @@ 5643,0.0 5644,0.0 5645,0.0 -5646,49.6253 -5647,137.691 -5648,220.279 -5649,299.368 -5650,352.69 -5651,363.733 -5652,362.266 -5653,320.96 -5654,284.119 -5655,220.396 -5656,147.886 -5657,58.0993 +5646,14.887590000000001 +5647,41.307300000000005 +5648,66.08370000000001 +5649,89.81039999999999 +5650,105.807 +5651,109.11990000000002 +5652,108.67980000000001 +5653,96.288 +5654,85.23570000000001 +5655,66.1188 +5656,44.3658 +5657,17.42979 5658,0.0 5659,0.0 5660,0.0 @@ -5669,18 +5669,18 @@ 5667,0.0 5668,0.0 5669,0.0 -5670,59.1411 -5671,188.424 -5672,308.742 -5673,404.839 -5674,494.029 -5675,523.135 -5676,507.474 -5677,440.648 -5678,359.695 -5679,277.476 -5680,160.428 -5681,58.0049 +5670,17.74233 +5671,56.5272 +5672,92.6226 +5673,121.4517 +5674,148.2087 +5675,156.94050000000001 +5676,152.2422 +5677,132.1944 +5678,107.90849999999999 +5679,83.2428 +5680,48.1284 +5681,17.40147 5682,0.0 5683,0.0 5684,0.0 @@ -5693,18 +5693,18 @@ 5691,0.0 5692,0.0 5693,0.0 -5694,58.5452 -5695,191.542 -5696,316.545 -5697,450.656 -5698,546.478 -5699,618.778 -5700,690.708 -5701,632.289 -5702,521.196 -5703,386.508 -5704,230.321 -5705,67.0478 +5694,17.56356 +5695,57.462599999999995 +5696,94.96350000000001 +5697,135.1968 +5698,163.94339999999997 +5699,185.63340000000002 +5700,207.2124 +5701,189.6867 +5702,156.3588 +5703,115.95239999999998 +5704,69.0963 +5705,20.11434 5706,0.0 5707,0.0 5708,0.0 @@ -5717,18 +5717,18 @@ 5715,0.0 5716,0.0 5717,0.0 -5718,46.7232 -5719,148.587 -5720,241.022 -5721,333.113 -5722,408.15 -5723,498.528 -5724,517.237 -5725,414.429 -5726,394.09 -5727,374.687 -5728,215.042 -5729,83.5706 +5718,14.01696 +5719,44.5761 +5720,72.30659999999999 +5721,99.9339 +5722,122.445 +5723,149.5584 +5724,155.1711 +5725,124.3287 +5726,118.227 +5727,112.4061 +5728,64.5126 +5729,25.07118 5730,0.0 5731,0.0 5732,0.0 @@ -5741,18 +5741,18 @@ 5739,0.0 5740,0.0 5741,0.0 -5742,59.6364 -5743,123.539 -5744,428.93 -5745,403.745 -5746,486.744 -5747,207.719 -5748,322.269 -5749,720.289 -5750,468.964 -5751,104.959 -5752,15.9755 -5753,3.2023 +5742,17.89092 +5743,37.0617 +5744,128.679 +5745,121.1235 +5746,146.0232 +5747,62.31569999999999 +5748,96.6807 +5749,216.08669999999998 +5750,140.6892 +5751,31.4877 +5752,4.79265 +5753,0.9606899999999999 5754,0.0 5755,0.0 5756,0.0 @@ -5765,18 +5765,18 @@ 5763,0.0 5764,0.0 5765,0.0 -5766,49.6554 -5767,139.972 -5768,251.889 -5769,330.36 -5770,374.544 -5771,425.335 -5772,454.897 -5773,405.663 -5774,354.999 -5775,235.633 -5776,137.356 -5777,45.5607 +5766,14.89662 +5767,41.991600000000005 +5768,75.56670000000001 +5769,99.10799999999999 +5770,112.36319999999999 +5771,127.60049999999998 +5772,136.4691 +5773,121.6989 +5774,106.4997 +5775,70.68990000000001 +5776,41.2068 +5777,13.668209999999998 5778,0.0 5779,0.0 5780,0.0 @@ -5789,18 +5789,18 @@ 5787,0.0 5788,0.0 5789,0.0 -5790,58.9552 -5791,214.127 -5792,364.671 -5793,502.606 -5794,539.255 -5795,608.548 -5796,626.232 -5797,572.735 -5798,496.137 -5799,399.971 -5800,228.562 -5801,73.5733 +5790,17.68656 +5791,64.2381 +5792,109.40129999999999 +5793,150.7818 +5794,161.7765 +5795,182.5644 +5796,187.8696 +5797,171.8205 +5798,148.8411 +5799,119.99130000000001 +5800,68.5686 +5801,22.071990000000003 5802,0.0 5803,0.0 5804,0.0 @@ -5813,18 +5813,18 @@ 5811,0.0 5812,0.0 5813,0.0 -5814,57.8571 -5815,233.598 -5816,423.155 -5817,557.799 -5818,658.345 -5819,723.782 -5820,736.961 -5821,685.474 -5822,575.565 -5823,424.268 -5824,241.291 -5825,65.3062 +5814,17.35713 +5815,70.0794 +5816,126.94649999999999 +5817,167.3397 +5818,197.50350000000003 +5819,217.1346 +5820,221.0883 +5821,205.6422 +5822,172.66950000000003 +5823,127.2804 +5824,72.3873 +5825,19.591860000000004 5826,0.0 5827,0.0 5828,0.0 @@ -5837,18 +5837,18 @@ 5835,0.0 5836,0.0 5837,0.0 -5838,60.1429 -5839,243.704 -5840,425.914 -5841,570.923 -5842,659.151 -5843,697.877 -5844,702.809 -5845,655.17 -5846,559.207 -5847,417.826 -5848,239.353 -5849,62.7501 +5838,18.04287 +5839,73.1112 +5840,127.77420000000001 +5841,171.27689999999998 +5842,197.7453 +5843,209.3631 +5844,210.8427 +5845,196.551 +5846,167.7621 +5847,125.3478 +5848,71.80590000000001 +5849,18.82503 5850,0.0 5851,0.0 5852,0.0 @@ -5861,18 +5861,18 @@ 5859,0.0 5860,0.0 5861,0.0 -5862,58.1623 -5863,233.405 -5864,422.251 -5865,562.135 -5866,659.143 -5867,698.752 -5868,684.39 -5869,634.613 -5870,539.669 -5871,408.508 -5872,229.981 -5873,62.2613 +5862,17.44869 +5863,70.0215 +5864,126.6753 +5865,168.64049999999997 +5866,197.74290000000002 +5867,209.6256 +5868,205.31699999999998 +5869,190.38390000000004 +5870,161.90069999999997 +5871,122.55239999999999 +5872,68.9943 +5873,18.67839 5874,0.0 5875,0.0 5876,0.0 @@ -5885,18 +5885,18 @@ 5883,0.0 5884,0.0 5885,0.0 -5886,56.9348 -5887,215.057 -5888,390.808 -5889,517.957 -5890,613.715 -5891,664.179 -5892,678.629 -5893,635.039 -5894,527.422 -5895,397.344 -5896,216.717 -5897,59.1407 +5886,17.08044 +5887,64.5171 +5888,117.2424 +5889,155.3871 +5890,184.1145 +5891,199.25369999999998 +5892,203.58870000000002 +5893,190.51170000000002 +5894,158.22660000000002 +5895,119.2032 +5896,65.0151 +5897,17.74221 5898,0.0 5899,0.0 5900,0.0 @@ -5909,18 +5909,18 @@ 5907,0.0 5908,0.0 5909,0.0 -5910,59.4455 -5911,241.136 -5912,429.042 -5913,573.83 -5914,674.198 -5915,726.769 -5916,720.562 -5917,674.204 -5918,574.481 -5919,425.976 -5920,235.683 -5921,58.4573 +5910,17.833650000000002 +5911,72.3408 +5912,128.71259999999998 +5913,172.14900000000003 +5914,202.2594 +5915,218.0307 +5916,216.1686 +5917,202.26119999999997 +5918,172.3443 +5919,127.7928 +5920,70.7049 +5921,17.53719 5922,0.0 5923,0.0 5924,0.0 @@ -5933,18 +5933,18 @@ 5931,0.0 5932,0.0 5933,0.0 -5934,13.2224 -5935,28.4438 -5936,177.77 -5937,190.009 -5938,203.123 -5939,266.271 -5940,384.894 -5941,303.384 -5942,152.856 -5943,103.85 -5944,30.3024 -5945,12.2912 +5934,3.96672 +5935,8.53314 +5936,53.331 +5937,57.0027 +5938,60.9369 +5939,79.88130000000001 +5940,115.46820000000001 +5941,91.0152 +5942,45.8568 +5943,31.155 +5944,9.09072 +5945,3.68736 5946,0.0 5947,0.0 5948,0.0 @@ -5957,18 +5957,18 @@ 5955,0.0 5956,0.0 5957,0.0 -5958,2.56008 -5959,23.249 -5960,43.8479 -5961,41.5918 -5962,117.819 -5963,336.019 -5964,385.47 -5965,359.701 -5966,272.076 -5967,248.624 -5968,151.439 -5969,44.9873 +5958,0.768024 +5959,6.9746999999999995 +5960,13.15437 +5961,12.47754 +5962,35.3457 +5963,100.8057 +5964,115.641 +5965,107.91030000000002 +5966,81.62280000000001 +5967,74.5872 +5968,45.4317 +5969,13.49619 5970,0.0 5971,0.0 5972,0.0 @@ -5981,18 +5981,18 @@ 5979,0.0 5980,0.0 5981,0.0 -5982,35.6791 -5983,101.316 -5984,226.627 -5985,403.203 -5986,429.548 -5987,361.518 -5988,313.904 -5989,255.971 -5990,401.642 -5991,276.663 -5992,151.074 -5993,74.0563 +5982,10.70373 +5983,30.3948 +5984,67.9881 +5985,120.9609 +5986,128.8644 +5987,108.45539999999998 +5988,94.1712 +5989,76.7913 +5990,120.4926 +5991,82.99889999999999 +5992,45.3222 +5993,22.216889999999996 5994,0.0 5995,0.0 5996,0.0 @@ -6005,18 +6005,18 @@ 6003,0.0 6004,0.0 6005,0.0 -6006,62.47 -6007,240.767 -6008,421.107 -6009,548.416 -6010,626.082 -6011,679.676 -6012,659.867 -6013,623.592 -6014,520.171 -6015,371.696 -6016,207.79 -6017,53.1988 +6006,18.741 +6007,72.23010000000001 +6008,126.3321 +6009,164.5248 +6010,187.8246 +6011,203.9028 +6012,197.96009999999998 +6013,187.07760000000002 +6014,156.05130000000003 +6015,111.50880000000001 +6016,62.337 +6017,15.959639999999998 6018,0.0 6019,0.0 6020,0.0 @@ -6029,18 +6029,18 @@ 6027,0.0 6028,0.0 6029,0.0 -6030,63.6425 -6031,240.83 -6032,425.828 -6033,561.765 -6034,654.982 -6035,703.307 -6036,690.806 -6037,631.92 -6038,555.589 -6039,408.388 -6040,228.394 -6041,53.51 +6030,19.092750000000002 +6031,72.24900000000001 +6032,127.74839999999999 +6033,168.52949999999998 +6034,196.4946 +6035,210.9921 +6036,207.2418 +6037,189.57599999999996 +6038,166.67670000000004 +6039,122.51639999999999 +6040,68.51820000000001 +6041,16.052999999999997 6042,0.0 6043,0.0 6044,0.0 @@ -6053,18 +6053,18 @@ 6051,0.0 6052,0.0 6053,0.0 -6054,63.5686 -6055,256.703 -6056,453.269 -6057,600.61 -6058,693.949 -6059,730.21 -6060,727.735 -6061,683.813 -6062,591.431 -6063,441.119 -6064,246.121 -6065,57.2194 +6054,19.07058 +6055,77.01089999999999 +6056,135.9807 +6057,180.183 +6058,208.18469999999996 +6059,219.06300000000002 +6060,218.3205 +6061,205.1439 +6062,177.4293 +6063,132.3357 +6064,73.83630000000001 +6065,17.16582 6066,0.0 6067,0.0 6068,0.0 @@ -6077,18 +6077,18 @@ 6075,0.0 6076,0.0 6077,0.0 -6078,67.8812 -6079,276.973 -6080,450.757 -6081,617.536 -6082,688.446 -6083,455.022 -6084,434.191 -6085,382.469 -6086,311.356 -6087,251.972 -6088,153.787 -6089,44.3293 +6078,20.36436 +6079,83.09190000000001 +6080,135.2271 +6081,185.2608 +6082,206.5338 +6083,136.5066 +6084,130.2573 +6085,114.7407 +6086,93.4068 +6087,75.59160000000001 +6088,46.1361 +6089,13.29879 6090,0.0 6091,0.0 6092,0.0 @@ -6101,18 +6101,18 @@ 6099,0.0 6100,0.0 6101,0.0 -6102,55.736 -6103,180.269 -6104,310.088 -6105,367.891 -6106,378.441 -6107,477.025 -6108,386.162 -6109,342.329 -6110,245.947 -6111,165.038 -6112,48.6904 -6113,1.7602 +6102,16.720799999999997 +6103,54.08070000000001 +6104,93.02640000000001 +6105,110.3673 +6106,113.53229999999999 +6107,143.1075 +6108,115.8486 +6109,102.6987 +6110,73.7841 +6111,49.51140000000001 +6112,14.607119999999998 +6113,0.52806 6114,0.0 6115,0.0 6116,0.0 @@ -6125,18 +6125,18 @@ 6123,0.0 6124,0.0 6125,0.0 -6126,64.4231 -6127,256.073 -6128,446.127 -6129,588.979 -6130,669.763 -6131,716.451 -6132,718.933 -6133,670.582 -6134,569.458 -6135,420.027 -6136,233.805 -6137,52.2173 +6126,19.326930000000004 +6127,76.8219 +6128,133.8381 +6129,176.6937 +6130,200.9289 +6131,214.9353 +6132,215.6799 +6133,201.1746 +6134,170.8374 +6135,126.0081 +6136,70.14150000000001 +6137,15.66519 6138,0.0 6139,0.0 6140,0.0 @@ -6149,18 +6149,18 @@ 6147,0.0 6148,0.0 6149,0.0 -6150,68.4629 -6151,275.666 -6152,481.559 -6153,630.051 -6154,737.283 -6155,784.302 -6156,785.368 -6157,739.5 -6158,628.328 -6159,459.708 -6160,250.705 -6161,50.4018 +6150,20.538870000000003 +6151,82.69980000000001 +6152,144.4677 +6153,189.0153 +6154,221.1849 +6155,235.2906 +6156,235.61040000000003 +6157,221.85000000000002 +6158,188.4984 +6159,137.9124 +6160,75.2115 +6161,15.120540000000002 6162,0.0 6163,0.0 6164,0.0 @@ -6173,18 +6173,18 @@ 6171,0.0 6172,0.0 6173,0.0 -6174,17.3973 -6175,189.98 -6176,236.533 -6177,403.217 -6178,545.354 -6179,602.22 -6180,667.392 -6181,456.36 -6182,467.759 -6183,377.535 -6184,208.339 -6185,22.2232 +6174,5.21919 +6175,56.99399999999999 +6176,70.9599 +6177,120.96509999999999 +6178,163.6062 +6179,180.666 +6180,200.21760000000003 +6181,136.908 +6182,140.32770000000002 +6183,113.26050000000001 +6184,62.5017 +6185,6.6669599999999996 6186,0.0 6187,0.0 6188,0.0 @@ -6197,18 +6197,18 @@ 6195,0.0 6196,0.0 6197,0.0 -6198,66.0035 -6199,263.151 -6200,457.57 -6201,614.094 -6202,709.191 -6203,757.391 -6204,751.522 -6205,698.832 -6206,586.128 -6207,427.916 -6208,230.973 -6209,47.7407 +6198,19.801050000000004 +6199,78.9453 +6200,137.271 +6201,184.22820000000002 +6202,212.75730000000001 +6203,227.21729999999997 +6204,225.4566 +6205,209.6496 +6206,175.83840000000004 +6207,128.3748 +6208,69.2919 +6209,14.322209999999998 6210,0.0 6211,0.0 6212,0.0 @@ -6221,18 +6221,18 @@ 6219,0.0 6220,0.0 6221,0.0 -6222,68.2173 -6223,272.201 -6224,470.617 -6225,619.629 -6226,725.121 -6227,772.459 -6228,758.007 -6229,696.368 -6230,590.299 -6231,434.176 -6232,232.112 -6233,47.2379 +6222,20.46519 +6223,81.6603 +6224,141.1851 +6225,185.8887 +6226,217.5363 +6227,231.73769999999996 +6228,227.4021 +6229,208.91040000000004 +6230,177.0897 +6231,130.2528 +6232,69.6336 +6233,14.171370000000001 6234,0.0 6235,0.0 6236,0.0 @@ -6245,18 +6245,18 @@ 6243,0.0 6244,0.0 6245,0.0 -6246,13.5332 -6247,104.537 -6248,338.217 -6249,408.855 -6250,505.539 -6251,556.456 -6252,604.322 -6253,644.378 -6254,392.637 -6255,158.437 -6256,107.415 -6257,12.2751 +6246,4.05996 +6247,31.3611 +6248,101.46509999999999 +6249,122.65650000000001 +6250,151.6617 +6251,166.9368 +6252,181.2966 +6253,193.3134 +6254,117.7911 +6255,47.53110000000001 +6256,32.224500000000006 +6257,3.6825300000000003 6258,0.0 6259,0.0 6260,0.0 @@ -6269,18 +6269,18 @@ 6267,0.0 6268,0.0 6269,0.0 -6270,70.1857 -6271,275.989 -6272,473.686 -6273,614.765 -6274,699.451 -6275,741.474 -6276,732.524 -6277,686.536 -6278,593.804 -6279,435.922 -6280,233.183 -6281,16.1495 +6270,21.05571 +6271,82.7967 +6272,142.1058 +6273,184.4295 +6274,209.83530000000002 +6275,222.4422 +6276,219.75719999999998 +6277,205.96079999999998 +6278,178.1412 +6279,130.7766 +6280,69.9549 +6281,4.84485 6282,0.0 6283,0.0 6284,0.0 @@ -6293,18 +6293,18 @@ 6291,0.0 6292,0.0 6293,0.0 -6294,14.198 -6295,55.7896 -6296,99.7677 -6297,149.405 -6298,151.8 -6299,215.343 -6300,188.707 -6301,187.321 -6302,200.521 -6303,142.952 -6304,69.881 -6305,6.34851 +6294,4.2594 +6295,16.73688 +6296,29.93031 +6297,44.8215 +6298,45.540000000000006 +6299,64.60289999999999 +6300,56.6121 +6301,56.196299999999994 +6302,60.156299999999995 +6303,42.8856 +6304,20.964299999999998 +6305,1.904553 6306,0.0 6307,0.0 6308,0.0 @@ -6317,18 +6317,18 @@ 6315,0.0 6316,0.0 6317,0.0 -6318,73.0401 -6319,289.287 -6320,497.41 -6321,653.189 -6322,748.751 -6323,789.963 -6324,769.826 -6325,703.722 -6326,594.376 -6327,437.159 -6328,224.499 -6329,11.5381 +6318,21.912029999999998 +6319,86.78609999999999 +6320,149.223 +6321,195.9567 +6322,224.62529999999998 +6323,236.9889 +6324,230.9478 +6325,211.11659999999998 +6326,178.3128 +6327,131.1477 +6328,67.3497 +6329,3.4614300000000005 6330,0.0 6331,0.0 6332,0.0 @@ -6341,18 +6341,18 @@ 6339,0.0 6340,0.0 6341,0.0 -6342,83.2154 -6343,206.616 -6344,198.822 -6345,40.1699 -6346,48.806 -6347,52.7264 -6348,196.463 -6349,284.936 -6350,479.833 -6351,486.595 -6352,257.433 -6353,45.8714 +6342,24.964620000000004 +6343,61.98480000000001 +6344,59.6466 +6345,12.050970000000001 +6346,14.641799999999998 +6347,15.817919999999999 +6348,58.9389 +6349,85.48079999999999 +6350,143.9499 +6351,145.9785 +6352,77.22989999999999 +6353,13.76142 6354,0.0 6355,0.0 6356,0.0 @@ -6365,17 +6365,17 @@ 6363,0.0 6364,0.0 6365,0.0 -6366,25.8748 -6367,94.8744 -6368,152.591 -6369,176.312 -6370,209.781 -6371,220.079 -6372,202.916 -6373,182.13 -6374,149.071 -6375,98.9205 -6376,50.5536 +6366,7.76244 +6367,28.46232 +6368,45.777300000000004 +6369,52.893600000000006 +6370,62.9343 +6371,66.0237 +6372,60.87479999999999 +6373,54.638999999999996 +6374,44.7213 +6375,29.676150000000003 +6376,15.166080000000001 6377,0.0 6378,0.0 6379,0.0 @@ -6389,18 +6389,18 @@ 6387,0.0 6388,0.0 6389,0.0 -6390,69.7281 -6391,100.644 -6392,171.621 -6393,299.634 -6394,371.064 -6395,149.15 -6396,558.12 -6397,527.704 -6398,600.211 -6399,452.945 -6400,223.767 -6401,13.8154 +6390,20.91843 +6391,30.193200000000004 +6392,51.4863 +6393,89.89020000000001 +6394,111.3192 +6395,44.745000000000005 +6396,167.43599999999998 +6397,158.31119999999999 +6398,180.06330000000003 +6399,135.8835 +6400,67.1301 +6401,4.14462 6402,0.0 6403,0.0 6404,0.0 @@ -6413,18 +6413,18 @@ 6411,0.0 6412,0.0 6413,0.0 -6414,42.5037 -6415,161.416 -6416,167.592 -6417,427.785 -6418,409.678 -6419,262.803 -6420,247.635 -6421,522.74 -6422,559.747 -6423,433.877 -6424,135.615 -6425,5.57991 +6414,12.751110000000002 +6415,48.424800000000005 +6416,50.27760000000001 +6417,128.3355 +6418,122.90339999999999 +6419,78.8409 +6420,74.2905 +6421,156.822 +6422,167.9241 +6423,130.16310000000001 +6424,40.68450000000001 +6425,1.673973 6426,0.0 6427,0.0 6428,0.0 @@ -6437,17 +6437,17 @@ 6435,0.0 6436,0.0 6437,0.0 -6438,66.5357 -6439,226.636 -6440,548.024 -6441,567.734 -6442,458.96 -6443,451.529 -6444,247.986 -6445,128.091 -6446,40.715 -6447,66.848 -6448,12.5014 +6438,19.960710000000002 +6439,67.99080000000001 +6440,164.4072 +6441,170.32020000000003 +6442,137.688 +6443,135.4587 +6444,74.3958 +6445,38.4273 +6446,12.214500000000001 +6447,20.0544 +6448,3.7504200000000005 6449,0.0 6450,0.0 6451,0.0 @@ -6461,18 +6461,18 @@ 6459,0.0 6460,0.0 6461,0.0 -6462,24.7482 -6463,149.82 -6464,384.608 -6465,625.556 -6466,588.548 -6467,455.361 -6468,438.758 -6469,230.31 -6470,281.565 -6471,178.014 -6472,219.522 -6473,11.7245 +6462,7.424460000000001 +6463,44.94599999999999 +6464,115.3824 +6465,187.6668 +6466,176.56439999999998 +6467,136.6083 +6468,131.6274 +6469,69.093 +6470,84.4695 +6471,53.4042 +6472,65.8566 +6473,3.51735 6474,0.0 6475,0.0 6476,0.0 @@ -6485,18 +6485,18 @@ 6483,0.0 6484,0.0 6485,0.0 -6486,60.3436 -6487,236.478 -6488,413.873 -6489,555.836 -6490,661.523 -6491,668.066 -6492,653.263 -6493,580.123 -6494,473.409 -6495,347.91 -6496,177.846 -6497,6.4837 +6486,18.103080000000002 +6487,70.94340000000001 +6488,124.1619 +6489,166.7508 +6490,198.4569 +6491,200.4198 +6492,195.9789 +6493,174.0369 +6494,142.0227 +6495,104.37300000000002 +6496,53.3538 +6497,1.9451100000000001 6498,0.0 6499,0.0 6500,0.0 @@ -6509,17 +6509,17 @@ 6507,0.0 6508,0.0 6509,0.0 -6510,10.4759 -6511,39.0502 -6512,84.6868 -6513,117.488 -6514,146.077 -6515,172.811 -6516,168.09 -6517,149.721 -6518,111.863 -6519,57.9658 -6520,32.4135 +6510,3.14277 +6511,11.715059999999998 +6512,25.40604 +6513,35.2464 +6514,43.8231 +6515,51.843300000000006 +6516,50.42700000000001 +6517,44.9163 +6518,33.5589 +6519,17.38974 +6520,9.72405 6521,0.0 6522,0.0 6523,0.0 @@ -6533,17 +6533,17 @@ 6531,0.0 6532,0.0 6533,0.0 -6534,6.51555 -6535,42.8337 -6536,97.6286 -6537,153.26 -6538,160.517 -6539,143.895 -6540,166.489 -6541,163.126 -6542,127.711 -6543,78.9079 -6544,34.0994 +6534,1.954665 +6535,12.85011 +6536,29.288580000000003 +6537,45.977999999999994 +6538,48.1551 +6539,43.16850000000001 +6540,49.9467 +6541,48.937799999999996 +6542,38.3133 +6543,23.67237 +6544,10.22982 6545,0.0 6546,0.0 6547,0.0 @@ -6557,18 +6557,18 @@ 6555,0.0 6556,0.0 6557,0.0 -6558,67.9238 -6559,263.028 -6560,469.385 -6561,631.077 -6562,735.754 -6563,767.839 -6564,749.456 -6565,684.043 -6566,576.354 -6567,405.729 -6568,206.184 -6569,4.95183 +6558,20.37714 +6559,78.90840000000001 +6560,140.8155 +6561,189.3231 +6562,220.7262 +6563,230.35170000000002 +6564,224.8368 +6565,205.2129 +6566,172.9062 +6567,121.7187 +6568,61.8552 +6569,1.485549 6570,0.0 6571,0.0 6572,0.0 @@ -6581,17 +6581,17 @@ 6579,0.0 6580,0.0 6581,0.0 -6582,22.2004 -6583,100.906 -6584,189.821 -6585,269.473 -6586,289.774 -6587,288.094 -6588,304.482 -6589,282.391 -6590,207.209 -6591,185.361 -6592,70.792 +6582,6.660119999999999 +6583,30.271800000000002 +6584,56.946299999999994 +6585,80.84190000000001 +6586,86.9322 +6587,86.4282 +6588,91.34460000000001 +6589,84.7173 +6590,62.1627 +6591,55.6083 +6592,21.237600000000004 6593,0.0 6594,0.0 6595,0.0 @@ -6605,18 +6605,18 @@ 6603,0.0 6604,0.0 6605,0.0 -6606,66.1315 -6607,252.968 -6608,434.959 -6609,556.658 -6610,654.766 -6611,683.398 -6612,659.368 -6613,611.711 -6614,539.736 -6615,382.368 -6616,187.361 -6617,2.60219 +6606,19.83945 +6607,75.89039999999999 +6608,130.4877 +6609,166.9974 +6610,196.4298 +6611,205.01940000000002 +6612,197.81040000000002 +6613,183.51330000000002 +6614,161.92079999999999 +6615,114.71039999999999 +6616,56.2083 +6617,0.7806569999999999 6618,0.0 6619,0.0 6620,0.0 @@ -6629,18 +6629,18 @@ 6627,0.0 6628,0.0 6629,0.0 -6630,66.5045 -6631,267.021 -6632,472.443 -6633,623.066 -6634,729.148 -6635,771.107 -6636,751.193 -6637,683.386 -6638,561.237 -6639,376.682 -6640,175.501 -6641,1.02011 +6630,19.951349999999998 +6631,80.1063 +6632,141.7329 +6633,186.9198 +6634,218.7444 +6635,231.3321 +6636,225.3579 +6637,205.01579999999998 +6638,168.37109999999998 +6639,113.00460000000001 +6640,52.65030000000001 +6641,0.306033 6642,0.0 6643,0.0 6644,0.0 @@ -6653,18 +6653,18 @@ 6651,0.0 6652,0.0 6653,0.0 -6654,60.597 -6655,227.674 -6656,415.455 -6657,583.8 -6658,658.229 -6659,697.815 -6660,670.338 -6661,617.402 -6662,501.99 -6663,352.911 -6664,159.886 -6665,1.77448 +6654,18.1791 +6655,68.3022 +6656,124.63649999999998 +6657,175.14 +6658,197.4687 +6659,209.3445 +6660,201.10139999999998 +6661,185.2206 +6662,150.597 +6663,105.87329999999999 +6664,47.9658 +6665,0.532344 6666,0.0 6667,0.0 6668,0.0 @@ -6677,18 +6677,18 @@ 6675,0.0 6676,0.0 6677,0.0 -6678,18.7777 -6679,239.35 -6680,436.076 -6681,579.421 -6682,680.019 -6683,723.519 -6684,702.302 -6685,656.833 -6686,540.791 -6687,377.964 -6688,178.97 -6689,0.252446 +6678,5.633309999999999 +6679,71.805 +6680,130.8228 +6681,173.82630000000003 +6682,204.00570000000002 +6683,217.0557 +6684,210.6906 +6685,197.0499 +6686,162.2373 +6687,113.3892 +6688,53.690999999999995 +6689,0.0757338 6690,0.0 6691,0.0 6692,0.0 @@ -6701,17 +6701,17 @@ 6699,0.0 6700,0.0 6701,0.0 -6702,16.8204 -6703,247.752 -6704,219.683 -6705,282.451 -6706,534.25 -6707,553.356 -6708,233.303 -6709,513.037 -6710,546.128 -6711,57.7225 -6712,24.6467 +6702,5.04612 +6703,74.3256 +6704,65.9049 +6705,84.7353 +6706,160.275 +6707,166.0068 +6708,69.9909 +6709,153.91110000000003 +6710,163.8384 +6711,17.31675 +6712,7.39401 6713,0.0 6714,0.0 6715,0.0 @@ -6725,17 +6725,17 @@ 6723,0.0 6724,0.0 6725,0.0 -6726,17.9978 -6727,287.511 -6728,506.177 -6729,662.369 -6730,760.826 -6731,797.787 -6732,775.829 -6733,709.055 -6734,593.014 -6735,415.517 -6736,198.885 +6726,5.3993400000000005 +6727,86.25330000000001 +6728,151.85309999999998 +6729,198.7107 +6730,228.2478 +6731,239.33610000000002 +6732,232.74869999999999 +6733,212.7165 +6734,177.9042 +6735,124.65509999999999 +6736,59.665499999999994 6737,0.0 6738,0.0 6739,0.0 @@ -6749,17 +6749,17 @@ 6747,0.0 6748,0.0 6749,0.0 -6750,13.6239 -6751,298.668 -6752,347.862 -6753,441.205 -6754,419.853 -6755,322.262 -6756,347.821 -6757,175.9 -6758,247.094 -6759,22.3746 -6760,7.93892 +6750,4.08717 +6751,89.6004 +6752,104.3586 +6753,132.36149999999998 +6754,125.95590000000001 +6755,96.6786 +6756,104.34630000000001 +6757,52.77 +6758,74.12819999999999 +6759,6.7123800000000005 +6760,2.381676 6761,0.0 6762,0.0 6763,0.0 @@ -6773,18 +6773,18 @@ 6771,0.0 6772,0.0 6773,0.0 -6774,18.4783 -6775,204.141 -6776,191.544 -6777,160.163 -6778,374.579 -6779,442.483 -6780,640.958 -6781,714.793 -6782,540.244 -6783,432.18 -6784,205.967 -6785,5.46947 +6774,5.54349 +6775,61.2423 +6776,57.46320000000001 +6777,48.0489 +6778,112.3737 +6779,132.7449 +6780,192.28739999999996 +6781,214.4379 +6782,162.0732 +6783,129.654 +6784,61.7901 +6785,1.6408410000000002 6786,0.0 6787,0.0 6788,0.0 @@ -6797,17 +6797,17 @@ 6795,0.0 6796,0.0 6797,0.0 -6798,13.4847 -6799,182.13 -6800,250.458 -6801,307.354 -6802,397.006 -6803,455.796 -6804,503.953 -6805,474.656 -6806,412.199 -6807,232.077 -6808,103.118 +6798,4.04541 +6799,54.638999999999996 +6800,75.1374 +6801,92.20619999999998 +6802,119.1018 +6803,136.7388 +6804,151.1859 +6805,142.3968 +6806,123.65970000000002 +6807,69.62310000000001 +6808,30.9354 6809,0.0 6810,0.0 6811,0.0 @@ -6821,17 +6821,17 @@ 6819,0.0 6820,0.0 6821,0.0 -6822,4.1613 -6823,80.355 -6824,147.04 -6825,206.816 -6826,258.443 -6827,275.9 -6828,263.058 -6829,219.66 -6830,161.345 -6831,97.9131 -6832,35.5026 +6822,1.2483899999999999 +6823,24.106500000000004 +6824,44.112 +6825,62.0448 +6826,77.5329 +6827,82.77 +6828,78.9174 +6829,65.898 +6830,48.403499999999994 +6831,29.37393 +6832,10.650780000000001 6833,0.0 6834,0.0 6835,0.0 @@ -6845,17 +6845,17 @@ 6843,0.0 6844,0.0 6845,0.0 -6846,5.00219 -6847,95.8341 -6848,173.218 -6849,237.581 -6850,229.604 -6851,265.439 -6852,279.286 -6853,224.051 -6854,122.579 -6855,89.6526 -6856,5.56451 +6846,1.5006570000000001 +6847,28.750230000000002 +6848,51.965399999999995 +6849,71.2743 +6850,68.8812 +6851,79.63170000000001 +6852,83.7858 +6853,67.2153 +6854,36.7737 +6855,26.895780000000006 +6856,1.669353 6857,0.0 6858,0.0 6859,0.0 @@ -6869,17 +6869,17 @@ 6867,0.0 6868,0.0 6869,0.0 -6870,13.7523 -6871,251.118 -6872,463.151 -6873,605.715 -6874,683.105 -6875,714.595 -6876,707.261 -6877,647.111 -6878,534.526 -6879,366.032 -6880,165.587 +6870,4.1256900000000005 +6871,75.3354 +6872,138.9453 +6873,181.7145 +6874,204.93150000000003 +6875,214.3785 +6876,212.17829999999998 +6877,194.1333 +6878,160.3578 +6879,109.80959999999999 +6880,49.6761 6881,0.0 6882,0.0 6883,0.0 @@ -6893,17 +6893,17 @@ 6891,0.0 6892,0.0 6893,0.0 -6894,12.1761 -6895,268.202 -6896,488.189 -6897,649.08 -6898,748.515 -6899,783.91 -6900,757.758 -6901,681.319 -6902,562.189 -6903,381.95 -6904,169.051 +6894,3.6528300000000002 +6895,80.4606 +6896,146.4567 +6897,194.724 +6898,224.55450000000002 +6899,235.173 +6900,227.3274 +6901,204.3957 +6902,168.65669999999997 +6903,114.58500000000001 +6904,50.71529999999999 6905,0.0 6906,0.0 6907,0.0 @@ -6917,17 +6917,17 @@ 6915,0.0 6916,0.0 6917,0.0 -6918,12.2661 -6919,237.439 -6920,445.778 -6921,591.191 -6922,690.517 -6923,729.516 -6924,688.703 -6925,632.309 -6926,500.99 -6927,338.157 -6928,134.146 +6918,3.67983 +6919,71.23169999999999 +6920,133.7334 +6921,177.3573 +6922,207.1551 +6923,218.85479999999998 +6924,206.6109 +6925,189.6927 +6926,150.29700000000003 +6927,101.44709999999999 +6928,40.24379999999999 6929,0.0 6930,0.0 6931,0.0 @@ -6941,17 +6941,17 @@ 6939,0.0 6940,0.0 6941,0.0 -6942,11.4737 -6943,250.651 -6944,473.055 -6945,632.309 -6946,726.517 -6947,765.524 -6948,747.592 -6949,671.705 -6950,556.403 -6951,381.192 -6952,167.182 +6942,3.44211 +6943,75.1953 +6944,141.9165 +6945,189.6927 +6946,217.95510000000002 +6947,229.6572 +6948,224.2776 +6949,201.5115 +6950,166.9209 +6951,114.3576 +6952,50.1546 6953,0.0 6954,0.0 6955,0.0 @@ -6965,17 +6965,17 @@ 6963,0.0 6964,0.0 6965,0.0 -6966,6.64204 -6967,144.764 -6968,263.664 -6969,425.798 -6970,507.78 -6971,500.596 -6972,528.21 -6973,487.356 -6974,390.573 -6975,224.835 -6976,61.2783 +6966,1.992612 +6967,43.4292 +6968,79.0992 +6969,127.7394 +6970,152.334 +6971,150.17880000000002 +6972,158.46300000000002 +6973,146.20680000000002 +6974,117.17190000000001 +6975,67.4505 +6976,18.383490000000002 6977,0.0 6978,0.0 6979,0.0 @@ -6989,17 +6989,17 @@ 6987,0.0 6988,0.0 6989,0.0 -6990,9.9297 -6991,204.77 -6992,377.869 -6993,500.389 -6994,587.784 -6995,614.2 -6996,600.513 -6997,535.81 -6998,405.787 -6999,270.263 -7000,124.025 +6990,2.97891 +6991,61.431000000000004 +6992,113.36070000000001 +6993,150.11669999999998 +6994,176.3352 +6995,184.26000000000002 +6996,180.15390000000002 +6997,160.74299999999997 +6998,121.73609999999998 +6999,81.07889999999999 +7000,37.2075 7001,0.0 7002,0.0 7003,0.0 @@ -7013,17 +7013,17 @@ 7011,0.0 7012,0.0 7013,0.0 -7014,9.8265 -7015,203.966 -7016,368.975 -7017,543.954 -7018,627.883 -7019,600.182 -7020,606.892 -7021,579.556 -7022,446.34 -7023,338.384 -7024,141.331 +7014,2.94795 +7015,61.189800000000005 +7016,110.6925 +7017,163.18619999999999 +7018,188.36490000000003 +7019,180.0546 +7020,182.06760000000003 +7021,173.8668 +7022,133.902 +7023,101.51520000000001 +7024,42.3993 7025,0.0 7026,0.0 7027,0.0 @@ -7037,17 +7037,17 @@ 7035,0.0 7036,0.0 7037,0.0 -7038,6.60616 -7039,171.684 -7040,323.768 -7041,453.548 -7042,514.207 -7043,549.26 -7044,553.542 -7045,485.535 -7046,372.464 -7047,215.56 -7048,75.0554 +7038,1.9818479999999998 +7039,51.5052 +7040,97.13039999999998 +7041,136.0644 +7042,154.2621 +7043,164.778 +7044,166.0626 +7045,145.6605 +7046,111.73920000000001 +7047,64.668 +7048,22.516620000000003 7049,0.0 7050,0.0 7051,0.0 @@ -7061,17 +7061,17 @@ 7059,0.0 7060,0.0 7061,0.0 -7062,8.34424 -7063,254.79 -7064,485.313 -7065,647.769 -7066,744.827 -7067,786.333 -7068,767.528 -7069,690.604 -7070,550.474 -7071,360.103 -7072,148.388 +7062,2.503272 +7063,76.43700000000001 +7064,145.5939 +7065,194.3307 +7066,223.4481 +7067,235.89989999999997 +7068,230.2584 +7069,207.1812 +7070,165.1422 +7071,108.0309 +7072,44.5164 7073,0.0 7074,0.0 7075,0.0 @@ -7085,17 +7085,17 @@ 7083,0.0 7084,0.0 7085,0.0 -7086,8.41471 -7087,230.948 -7088,441.489 -7089,583.461 -7090,661.215 -7091,687.026 -7092,654.306 -7093,583.264 -7094,470.695 -7095,308.443 -7096,126.834 +7086,2.5244129999999996 +7087,69.2844 +7088,132.4467 +7089,175.0383 +7090,198.3645 +7091,206.10779999999997 +7092,196.29180000000002 +7093,174.9792 +7094,141.2085 +7095,92.53289999999998 +7096,38.050200000000004 7097,0.0 7098,0.0 7099,0.0 @@ -7109,17 +7109,17 @@ 7107,0.0 7108,0.0 7109,0.0 -7110,1.98725 -7111,43.0749 -7112,103.001 -7113,244.483 -7114,322.513 -7115,268.826 -7116,299.476 -7117,419.501 -7118,351.416 -7119,347.902 -7120,167.174 +7110,0.596175 +7111,12.92247 +7112,30.9003 +7113,73.3449 +7114,96.7539 +7115,80.6478 +7116,89.84280000000001 +7117,125.85029999999999 +7118,105.4248 +7119,104.3706 +7120,50.15220000000001 7121,0.0 7122,0.0 7123,0.0 @@ -7133,17 +7133,17 @@ 7131,0.0 7132,0.0 7133,0.0 -7134,0.44648 -7135,134.018 -7136,280.811 -7137,379.889 -7138,400.469 -7139,369.713 -7140,278.302 -7141,289.211 -7142,109.475 -7143,37.0975 -7144,3.52011 +7134,0.13394399999999998 +7135,40.2054 +7136,84.24329999999999 +7137,113.9667 +7138,120.14070000000001 +7139,110.9139 +7140,83.4906 +7141,86.7633 +7142,32.842499999999994 +7143,11.129249999999999 +7144,1.056033 7145,0.0 7146,0.0 7147,0.0 @@ -7157,17 +7157,17 @@ 7155,0.0 7156,0.0 7157,0.0 -7158,6.22164 -7159,272.71 -7160,482.939 -7161,644.54 -7162,745.35 -7163,788.876 -7164,774.065 -7165,703.544 -7166,572.013 -7167,390.803 -7168,166.182 +7158,1.8664919999999998 +7159,81.81299999999999 +7160,144.8817 +7161,193.362 +7162,223.60500000000002 +7163,236.6628 +7164,232.2195 +7165,211.0632 +7166,171.6039 +7167,117.24090000000001 +7168,49.8546 7169,0.0 7170,0.0 7171,0.0 @@ -7181,17 +7181,17 @@ 7179,0.0 7180,0.0 7181,0.0 -7182,5.36193 -7183,259.353 -7184,464.169 -7185,603.049 -7186,695.551 -7187,725.431 -7188,701.353 -7189,638.584 -7190,513.984 -7191,341.041 -7192,142.458 +7182,1.608579 +7183,77.8059 +7184,139.2507 +7185,180.91469999999998 +7186,208.6653 +7187,217.6293 +7188,210.4059 +7189,191.57519999999997 +7190,154.1952 +7191,102.3123 +7192,42.7374 7193,0.0 7194,0.0 7195,0.0 @@ -7205,17 +7205,17 @@ 7203,0.0 7204,0.0 7205,0.0 -7206,4.64531 -7207,238.074 -7208,436.474 -7209,576.949 -7210,676.929 -7211,720.981 -7212,709.786 -7213,638.538 -7214,522.443 -7215,343.859 -7216,140.514 +7206,1.393593 +7207,71.4222 +7208,130.94219999999999 +7209,173.08469999999997 +7210,203.0787 +7211,216.2943 +7212,212.93579999999997 +7213,191.56140000000002 +7214,156.7329 +7215,103.15769999999999 +7216,42.1542 7217,0.0 7218,0.0 7219,0.0 @@ -7229,17 +7229,17 @@ 7227,0.0 7228,0.0 7229,0.0 -7230,4.51928 -7231,247.103 -7232,458.446 -7233,611.052 -7234,680.531 -7235,716.366 -7236,698.87 -7237,613.744 -7238,481.2 -7239,308.537 -7240,112.94 +7230,1.355784 +7231,74.13090000000001 +7232,137.5338 +7233,183.31560000000002 +7234,204.1593 +7235,214.9098 +7236,209.661 +7237,184.12320000000003 +7238,144.35999999999999 +7239,92.56109999999998 +7240,33.882 7241,0.0 7242,0.0 7243,0.0 @@ -7254,16 +7254,16 @@ 7252,0.0 7253,0.0 7254,0.0 -7255,35.67 -7256,88.8466 -7257,111.148 -7258,124.336 -7259,147.219 -7260,154.718 -7261,147.444 -7262,110.141 -7263,60.0375 -7264,19.8755 +7255,10.701 +7256,26.65398 +7257,33.3444 +7258,37.3008 +7259,44.165699999999994 +7260,46.4154 +7261,44.2332 +7262,33.0423 +7263,18.01125 +7264,5.962649999999999 7265,0.0 7266,0.0 7267,0.0 @@ -7277,17 +7277,17 @@ 7275,0.0 7276,0.0 7277,0.0 -7278,2.04767 -7279,169.693 -7280,309.566 -7281,391.374 -7282,454.613 -7283,411.746 -7284,381.855 -7285,280.821 -7286,166.734 -7287,50.5238 -7288,1.9608 +7278,0.614301 +7279,50.907900000000005 +7280,92.86979999999998 +7281,117.4122 +7282,136.38389999999998 +7283,123.5238 +7284,114.5565 +7285,84.24630000000002 +7286,50.02020000000001 +7287,15.15714 +7288,0.58824 7289,0.0 7290,0.0 7291,0.0 @@ -7302,16 +7302,16 @@ 7300,0.0 7301,0.0 7302,0.0 -7303,7.17179 -7304,20.2835 -7305,47.2705 -7306,399.257 -7307,308.626 -7308,430.677 -7309,600.364 -7310,397.447 -7311,158.454 -7312,15.0639 +7303,2.151537 +7304,6.08505 +7305,14.18115 +7306,119.7771 +7307,92.58779999999999 +7308,129.2031 +7309,180.10920000000002 +7310,119.2341 +7311,47.5362 +7312,4.51917 7313,0.0 7314,0.0 7315,0.0 @@ -7325,17 +7325,17 @@ 7323,0.0 7324,0.0 7325,0.0 -7326,1.46532 -7327,211.475 -7328,454.354 -7329,586.067 -7330,597.488 -7331,642.794 -7332,532.61 -7333,429.488 -7334,332.598 -7335,103.098 -7336,16.4289 +7326,0.439596 +7327,63.442499999999995 +7328,136.3062 +7329,175.8201 +7330,179.2464 +7331,192.8382 +7332,159.78300000000002 +7333,128.8464 +7334,99.7794 +7335,30.929399999999998 +7336,4.92867 7337,0.0 7338,0.0 7339,0.0 @@ -7350,16 +7350,16 @@ 7348,0.0 7349,0.0 7350,0.0 -7351,140.416 -7352,287.506 -7353,521.947 -7354,312.95 -7355,533.222 -7356,290.389 -7357,206.017 -7358,208.461 -7359,241.192 -7360,148.825 +7351,42.12479999999999 +7352,86.25179999999999 +7353,156.5841 +7354,93.885 +7355,159.9666 +7356,87.11670000000001 +7357,61.8051 +7358,62.5383 +7359,72.3576 +7360,44.647499999999994 7361,0.0 7362,0.0 7363,0.0 @@ -7373,17 +7373,17 @@ 7371,0.0 7372,0.0 7373,0.0 -7374,3.8601 -7375,204.766 -7376,318.151 -7377,434.573 -7378,573.529 -7379,586.159 -7380,546.56 -7381,577.111 -7382,363.434 -7383,293.905 -7384,118.286 +7374,1.15803 +7375,61.4298 +7376,95.4453 +7377,130.37189999999998 +7378,172.0587 +7379,175.8477 +7380,163.968 +7381,173.13330000000002 +7382,109.03020000000001 +7383,88.1715 +7384,35.4858 7385,0.0 7386,0.0 7387,0.0 @@ -7398,16 +7398,16 @@ 7396,0.0 7397,0.0 7398,0.0 -7399,200.195 -7400,441.581 -7401,602.153 -7402,741.61 -7403,462.797 -7404,448.088 -7405,396.051 -7406,307.631 -7407,13.7559 -7408,1.22904 +7399,60.058499999999995 +7400,132.4743 +7401,180.6459 +7402,222.483 +7403,138.8391 +7404,134.4264 +7405,118.8153 +7406,92.2893 +7407,4.12677 +7408,0.36871199999999993 7409,0.0 7410,0.0 7411,0.0 @@ -7421,17 +7421,17 @@ 7419,0.0 7420,0.0 7421,0.0 -7422,0.597502 -7423,198.97 -7424,347.249 -7425,507.024 -7426,555.783 -7427,547.224 -7428,580.391 -7429,562.318 -7430,513.607 -7431,359.413 -7432,152.766 +7422,0.17925059999999998 +7423,59.691 +7424,104.17470000000002 +7425,152.1072 +7426,166.7349 +7427,164.1672 +7428,174.1173 +7429,168.6954 +7430,154.08209999999997 +7431,107.82390000000001 +7432,45.8298 7433,0.0 7434,0.0 7435,0.0 @@ -7446,16 +7446,16 @@ 7444,0.0 7445,0.0 7446,0.0 -7447,223.194 -7448,421.229 -7449,572.251 -7450,653.249 -7451,683.403 -7452,668.471 -7453,604.117 -7454,491.589 -7455,327.601 -7456,128.384 +7447,66.95819999999999 +7448,126.36869999999999 +7449,171.6753 +7450,195.97469999999998 +7451,205.02089999999998 +7452,200.5413 +7453,181.23510000000002 +7454,147.4767 +7455,98.2803 +7456,38.5152 7457,0.0 7458,0.0 7459,0.0 @@ -7470,16 +7470,16 @@ 7468,0.0 7469,0.0 7470,0.0 -7471,211.954 -7472,408.588 -7473,546.155 -7474,629.103 -7475,678.189 -7476,659.064 -7477,599.406 -7478,479.502 -7479,301.0 -7480,115.071 +7471,63.5862 +7472,122.5764 +7473,163.8465 +7474,188.7309 +7475,203.45669999999998 +7476,197.7192 +7477,179.8218 +7478,143.8506 +7479,90.3 +7480,34.5213 7481,0.0 7482,0.0 7483,0.0 @@ -7494,16 +7494,16 @@ 7492,0.0 7493,0.0 7494,0.0 -7495,206.288 -7496,384.786 -7497,499.398 -7498,591.03 -7499,615.712 -7500,640.85 -7501,575.55 -7502,461.476 -7503,292.093 -7504,102.747 +7495,61.8864 +7496,115.4358 +7497,149.8194 +7498,177.30899999999997 +7499,184.7136 +7500,192.255 +7501,172.665 +7502,138.4428 +7503,87.6279 +7504,30.8241 7505,0.0 7506,0.0 7507,0.0 @@ -7518,16 +7518,16 @@ 7516,0.0 7517,0.0 7518,0.0 -7519,131.84 -7520,143.737 -7521,416.231 -7522,385.393 -7523,354.433 -7524,354.152 -7525,208.89 -7526,163.181 -7527,95.9191 -7528,1.06126 +7519,39.55200000000001 +7520,43.1211 +7521,124.86930000000001 +7522,115.61789999999999 +7523,106.3299 +7524,106.2456 +7525,62.666999999999994 +7526,48.9543 +7527,28.775730000000003 +7528,0.318378 7529,0.0 7530,0.0 7531,0.0 @@ -7542,16 +7542,16 @@ 7540,0.0 7541,0.0 7542,0.0 -7543,46.5757 -7544,141.668 -7545,203.639 -7546,244.874 -7547,258.856 -7548,290.868 -7549,265.511 -7550,199.213 -7551,112.321 -7552,29.6706 +7543,13.97271 +7544,42.500400000000006 +7545,61.0917 +7546,73.4622 +7547,77.65679999999999 +7548,87.2604 +7549,79.6533 +7550,59.7639 +7551,33.6963 +7552,8.90118 7553,0.0 7554,0.0 7555,0.0 @@ -7566,16 +7566,16 @@ 7564,0.0 7565,0.0 7566,0.0 -7567,129.408 -7568,238.238 -7569,287.315 -7570,568.04 -7571,650.445 -7572,644.254 -7573,559.418 -7574,313.427 -7575,227.293 -7576,58.702 +7567,38.8224 +7568,71.4714 +7569,86.19449999999999 +7570,170.412 +7571,195.13350000000003 +7572,193.2762 +7573,167.8254 +7574,94.02810000000001 +7575,68.1879 +7576,17.610599999999998 7577,0.0 7578,0.0 7579,0.0 @@ -7590,16 +7590,16 @@ 7588,0.0 7589,0.0 7590,0.0 -7591,168.675 -7592,337.04 -7593,484.621 -7594,551.67 -7595,588.861 -7596,631.964 -7597,528.814 -7598,433.997 -7599,316.417 -7600,119.904 +7591,50.602500000000006 +7592,101.112 +7593,145.38629999999998 +7594,165.501 +7595,176.6583 +7596,189.58920000000003 +7597,158.6442 +7598,130.19910000000002 +7599,94.92509999999999 +7600,35.971199999999996 7601,0.0 7602,0.0 7603,0.0 @@ -7614,16 +7614,16 @@ 7612,0.0 7613,0.0 7614,0.0 -7615,21.9296 -7616,57.6067 -7617,86.4922 -7618,108.945 -7619,102.675 -7620,93.5761 -7621,76.6449 -7622,52.8958 -7623,34.9842 -7624,5.13093 +7615,6.57888 +7616,17.28201 +7617,25.94766 +7618,32.683499999999995 +7619,30.802500000000002 +7620,28.07283 +7621,22.993470000000002 +7622,15.86874 +7623,10.49526 +7624,1.539279 7625,0.0 7626,0.0 7627,0.0 @@ -7638,16 +7638,16 @@ 7636,0.0 7637,0.0 7638,0.0 -7639,96.3534 -7640,80.5803 -7641,175.197 -7642,184.587 -7643,163.337 -7644,37.6359 -7645,360.668 -7646,245.325 -7647,76.3175 -7648,0.43286 +7639,28.906019999999998 +7640,24.17409 +7641,52.5591 +7642,55.3761 +7643,49.001099999999994 +7644,11.29077 +7645,108.2004 +7646,73.5975 +7647,22.895249999999997 +7648,0.129858 7649,0.0 7650,0.0 7651,0.0 @@ -7662,16 +7662,16 @@ 7660,0.0 7661,0.0 7662,0.0 -7663,236.143 -7664,438.258 -7665,586.779 -7666,665.296 -7667,701.874 -7668,700.452 -7669,629.016 -7670,509.59 -7671,339.653 -7672,125.381 +7663,70.8429 +7664,131.4774 +7665,176.0337 +7666,199.5888 +7667,210.5622 +7668,210.13559999999998 +7669,188.70479999999998 +7670,152.877 +7671,101.89590000000001 +7672,37.6143 7673,0.0 7674,0.0 7675,0.0 @@ -7686,16 +7686,16 @@ 7684,0.0 7685,0.0 7686,0.0 -7687,196.853 -7688,396.912 -7689,579.121 -7690,647.334 -7691,642.306 -7692,625.775 -7693,513.367 -7694,393.349 -7695,225.039 -7696,64.6967 +7687,59.0559 +7688,119.0736 +7689,173.7363 +7690,194.2002 +7691,192.6918 +7692,187.7325 +7693,154.01009999999997 +7694,118.0047 +7695,67.51169999999999 +7696,19.409010000000002 7697,0.0 7698,0.0 7699,0.0 @@ -7710,16 +7710,16 @@ 7708,0.0 7709,0.0 7710,0.0 -7711,112.456 -7712,174.669 -7713,211.025 -7714,387.645 -7715,595.455 -7716,658.993 -7717,615.08 -7718,524.026 -7719,334.291 -7720,102.121 +7711,33.7368 +7712,52.40070000000001 +7713,63.307500000000005 +7714,116.2935 +7715,178.6365 +7716,197.6979 +7717,184.52400000000003 +7718,157.2078 +7719,100.2873 +7720,30.6363 7721,0.0 7722,0.0 7723,0.0 @@ -7734,16 +7734,16 @@ 7732,0.0 7733,0.0 7734,0.0 -7735,50.035 -7736,113.85 -7737,108.239 -7738,187.561 -7739,159.89 -7740,175.553 -7741,134.285 -7742,82.2038 -7743,37.8267 -7744,4.1058 +7735,15.010499999999999 +7736,34.155 +7737,32.4717 +7738,56.2683 +7739,47.96699999999999 +7740,52.66589999999999 +7741,40.2855 +7742,24.661140000000003 +7743,11.348010000000002 +7744,1.2317400000000003 7745,0.0 7746,0.0 7747,0.0 @@ -7758,16 +7758,16 @@ 7756,0.0 7757,0.0 7758,0.0 -7759,2.76237 -7760,78.1739 -7761,167.434 -7762,504.233 -7763,513.727 -7764,382.216 -7765,363.669 -7766,337.876 -7767,239.085 -7768,11.7761 +7759,0.828711 +7760,23.452170000000002 +7761,50.230199999999996 +7762,151.2699 +7763,154.11809999999997 +7764,114.6648 +7765,109.10069999999999 +7766,101.3628 +7767,71.72550000000001 +7768,3.5328299999999997 7769,0.0 7770,0.0 7771,0.0 @@ -7782,15 +7782,15 @@ 7780,0.0 7781,0.0 7782,0.0 -7783,56.0617 -7784,164.577 -7785,268.285 -7786,339.592 -7787,394.018 -7788,465.86 -7789,372.21 -7790,162.444 -7791,128.282 +7783,16.81851 +7784,49.3731 +7785,80.48550000000002 +7786,101.8776 +7787,118.2054 +7788,139.758 +7789,111.663 +7790,48.7332 +7791,38.4846 7792,0.0 7793,0.0 7794,0.0 @@ -7806,15 +7806,15 @@ 7804,0.0 7805,0.0 7806,0.0 -7807,158.743 -7808,259.105 -7809,278.871 -7810,305.939 -7811,395.788 -7812,419.161 -7813,299.539 -7814,180.408 -7815,33.4363 +7807,47.6229 +7808,77.73150000000001 +7809,83.6613 +7810,91.7817 +7811,118.7364 +7812,125.7483 +7813,89.8617 +7814,54.1224 +7815,10.030890000000001 7816,0.0 7817,0.0 7818,0.0 @@ -7830,16 +7830,16 @@ 7828,0.0 7829,0.0 7830,0.0 -7831,78.1235 -7832,189.792 -7833,381.745 -7834,541.333 -7835,517.674 -7836,471.969 -7837,501.259 -7838,409.858 -7839,288.713 -7840,22.3079 +7831,23.437050000000003 +7832,56.937599999999996 +7833,114.5235 +7834,162.39989999999997 +7835,155.3022 +7836,141.5907 +7837,150.3777 +7838,122.9574 +7839,86.6139 +7840,6.6923699999999995 7841,0.0 7842,0.0 7843,0.0 @@ -7854,16 +7854,16 @@ 7852,0.0 7853,0.0 7854,0.0 -7855,18.8935 -7856,48.5679 -7857,75.2693 -7858,100.786 -7859,114.79 -7860,122.478 -7861,105.87 -7862,70.1772 -7863,40.1997 -7864,1.26443 +7855,5.66805 +7856,14.57037 +7857,22.58079 +7858,30.2358 +7859,34.437 +7860,36.743399999999994 +7861,31.761000000000003 +7862,21.05316 +7863,12.059909999999999 +7864,0.37932899999999997 7865,0.0 7866,0.0 7867,0.0 @@ -7878,16 +7878,16 @@ 7876,0.0 7877,0.0 7878,0.0 -7879,190.684 -7880,377.204 -7881,564.277 -7882,642.509 -7883,676.65 -7884,633.856 -7885,575.953 -7886,446.692 -7887,258.622 -7888,13.6478 +7879,57.2052 +7880,113.1612 +7881,169.28310000000002 +7882,192.7527 +7883,202.995 +7884,190.1568 +7885,172.78589999999997 +7886,134.0076 +7887,77.5866 +7888,4.09434 7889,0.0 7890,0.0 7891,0.0 @@ -7902,16 +7902,16 @@ 7900,0.0 7901,0.0 7902,0.0 -7903,176.268 -7904,322.193 -7905,340.017 -7906,501.501 -7907,546.655 -7908,583.745 -7909,559.24 -7910,412.62 -7911,205.988 -7912,12.7927 +7903,52.8804 +7904,96.6579 +7905,102.0051 +7906,150.4503 +7907,163.9965 +7908,175.12349999999998 +7909,167.772 +7910,123.786 +7911,61.7964 +7912,3.83781 7913,0.0 7914,0.0 7915,0.0 @@ -7926,16 +7926,16 @@ 7924,0.0 7925,0.0 7926,0.0 -7927,134.359 -7928,304.047 -7929,488.133 -7930,549.302 -7931,549.191 -7932,479.36 -7933,473.508 -7934,470.185 -7935,309.145 -7936,17.4017 +7927,40.307700000000004 +7928,91.2141 +7929,146.4399 +7930,164.7906 +7931,164.7573 +7932,143.808 +7933,142.0524 +7934,141.0555 +7935,92.7435 +7936,5.220510000000001 7937,0.0 7938,0.0 7939,0.0 @@ -7950,16 +7950,16 @@ 7948,0.0 7949,0.0 7950,0.0 -7951,78.5777 -7952,167.045 -7953,271.222 -7954,418.963 -7955,575.53 -7956,620.821 -7957,343.836 -7958,228.306 -7959,254.074 -7960,4.4222 +7951,23.573309999999996 +7952,50.1135 +7953,81.36659999999999 +7954,125.6889 +7955,172.659 +7956,186.24630000000002 +7957,103.1508 +7958,68.4918 +7959,76.2222 +7960,1.3266600000000002 7961,0.0 7962,0.0 7963,0.0 @@ -7974,16 +7974,16 @@ 7972,0.0 7973,0.0 7974,0.0 -7975,59.4883 -7976,152.488 -7977,225.07 -7978,314.358 -7979,343.148 -7980,390.845 -7981,308.456 -7982,257.416 -7983,112.329 -7984,8.56004 +7975,17.84649 +7976,45.7464 +7977,67.521 +7978,94.3074 +7979,102.9444 +7980,117.25350000000002 +7981,92.5368 +7982,77.22479999999999 +7983,33.6987 +7984,2.5680120000000004 7985,0.0 7986,0.0 7987,0.0 @@ -7998,15 +7998,15 @@ 7996,0.0 7997,0.0 7998,0.0 -7999,67.6383 -8000,186.392 -8001,293.358 -8002,401.462 -8003,401.171 -8004,378.163 -8005,287.696 -8006,138.256 -8007,55.3054 +7999,20.29149 +8000,55.9176 +8001,88.0074 +8002,120.4386 +8003,120.3513 +8004,113.44890000000001 +8005,86.3088 +8006,41.4768 +8007,16.59162 8008,0.0 8009,0.0 8010,0.0 @@ -8022,16 +8022,16 @@ 8020,0.0 8021,0.0 8022,0.0 -8023,2.20956 -8024,14.3763 -8025,112.49 -8026,111.414 -8027,599.555 -8028,569.23 -8029,249.747 -8030,196.933 -8031,105.409 -8032,19.0089 +8023,0.662868 +8024,4.31289 +8025,33.747 +8026,33.4242 +8027,179.86649999999997 +8028,170.769 +8029,74.92410000000001 +8030,59.0799 +8031,31.622700000000002 +8032,5.70267 8033,0.0 8034,0.0 8035,0.0 @@ -8046,16 +8046,16 @@ 8044,0.0 8045,0.0 8046,0.0 -8047,19.4322 -8048,29.1821 -8049,67.7 -8050,32.4415 -8051,50.3773 -8052,56.0627 -8053,571.63 -8054,409.252 -8055,175.029 -8056,5.41943 +8047,5.82966 +8048,8.75463 +8049,20.31 +8050,9.73245 +8051,15.11319 +8052,16.81881 +8053,171.489 +8054,122.7756 +8055,52.5087 +8056,1.625829 8057,0.0 8058,0.0 8059,0.0 @@ -8070,15 +8070,15 @@ 8068,0.0 8069,0.0 8070,0.0 -8071,19.7364 -8072,74.2691 -8073,118.644 -8074,292.613 -8075,211.754 -8076,523.938 -8077,507.181 -8078,378.047 -8079,156.454 +8071,5.920920000000001 +8072,22.28073 +8073,35.5932 +8074,87.7839 +8075,63.5262 +8076,157.1814 +8077,152.1543 +8078,113.4141 +8079,46.9362 8080,0.0 8081,0.0 8082,0.0 @@ -8094,16 +8094,16 @@ 8092,0.0 8093,0.0 8094,0.0 -8095,2.86637 -8096,12.4329 -8097,51.4277 -8098,71.9661 -8099,56.5818 -8100,63.685 -8101,462.248 -8102,356.625 -8103,219.813 -8104,12.1295 +8095,0.859911 +8096,3.72987 +8097,15.42831 +8098,21.589829999999996 +8099,16.97454 +8100,19.105500000000003 +8101,138.6744 +8102,106.98750000000001 +8103,65.9439 +8104,3.6388499999999997 8105,0.0 8106,0.0 8107,0.0 @@ -8118,16 +8118,16 @@ 8116,0.0 8117,0.0 8118,0.0 -8119,196.424 -8120,446.435 -8121,359.218 -8122,358.66 -8123,543.255 -8124,403.352 -8125,357.215 -8126,236.46 -8127,71.2838 -8128,5.29803 +8119,58.927200000000006 +8120,133.9305 +8121,107.76540000000001 +8122,107.59800000000001 +8123,162.97650000000002 +8124,121.0056 +8125,107.16449999999999 +8126,70.938 +8127,21.38514 +8128,1.5894089999999998 8129,0.0 8130,0.0 8131,0.0 @@ -8142,15 +8142,15 @@ 8140,0.0 8141,0.0 8142,0.0 -8143,71.3898 -8144,155.21 -8145,213.36 -8146,335.812 -8147,342.055 -8148,343.944 -8149,335.026 -8150,252.683 -8151,108.143 +8143,21.416939999999997 +8144,46.563 +8145,64.00800000000001 +8146,100.7436 +8147,102.6165 +8148,103.18320000000001 +8149,100.5078 +8150,75.8049 +8151,32.4429 8152,0.0 8153,0.0 8154,0.0 @@ -8166,16 +8166,16 @@ 8164,0.0 8165,0.0 8166,0.0 -8167,184.274 -8168,414.41 -8169,572.174 -8170,676.099 -8171,703.408 -8172,680.77 -8173,619.267 -8174,501.694 -8175,295.38 -8176,12.3808 +8167,55.282199999999996 +8168,124.323 +8169,171.6522 +8170,202.8297 +8171,211.0224 +8172,204.231 +8173,185.7801 +8174,150.5082 +8175,88.61399999999999 +8176,3.71424 8177,0.0 8178,0.0 8179,0.0 @@ -8190,16 +8190,16 @@ 8188,0.0 8189,0.0 8190,0.0 -8191,186.242 -8192,328.366 -8193,329.894 -8194,268.998 -8195,266.126 -8196,492.626 -8197,575.044 -8198,391.085 -8199,345.492 -8200,27.5452 +8191,55.8726 +8192,98.5098 +8193,98.96820000000001 +8194,80.69940000000001 +8195,79.83779999999999 +8196,147.78779999999998 +8197,172.5132 +8198,117.32549999999999 +8199,103.64760000000001 +8200,8.26356 8201,0.0 8202,0.0 8203,0.0 @@ -8214,15 +8214,15 @@ 8212,0.0 8213,0.0 8214,0.0 -8215,25.0276 -8216,107.511 -8217,109.949 -8218,219.884 -8219,207.735 -8220,126.598 -8221,129.83 -8222,79.9344 -8223,37.6203 +8215,7.50828 +8216,32.253299999999996 +8217,32.9847 +8218,65.9652 +8219,62.3205 +8220,37.9794 +8221,38.949 +8222,23.980320000000003 +8223,11.286090000000002 8224,0.0 8225,0.0 8226,0.0 @@ -8238,15 +8238,15 @@ 8236,0.0 8237,0.0 8238,0.0 -8239,19.3025 -8240,65.7754 -8241,100.244 -8242,117.602 -8243,106.424 -8244,109.956 -8245,93.1567 -8246,65.9197 -8247,32.6448 +8239,5.790749999999999 +8240,19.732620000000004 +8241,30.0732 +8242,35.2806 +8243,31.927200000000003 +8244,32.9868 +8245,27.94701 +8246,19.775910000000003 +8247,9.793439999999999 8248,0.0 8249,0.0 8250,0.0 @@ -8262,15 +8262,15 @@ 8260,0.0 8261,0.0 8262,0.0 -8263,159.435 -8264,385.545 -8265,531.533 -8266,505.67 -8267,438.778 -8268,479.322 -8269,253.27 -8270,230.74 -8271,125.475 +8263,47.8305 +8264,115.66350000000001 +8265,159.4599 +8266,151.70100000000002 +8267,131.6334 +8268,143.7966 +8269,75.981 +8270,69.222 +8271,37.6425 8272,0.0 8273,0.0 8274,0.0 @@ -8286,15 +8286,15 @@ 8284,0.0 8285,0.0 8286,0.0 -8287,145.644 -8288,289.765 -8289,371.774 -8290,434.958 -8291,276.12 -8292,450.192 -8293,297.663 -8294,265.638 -8295,75.8795 +8287,43.6932 +8288,86.9295 +8289,111.5322 +8290,130.4874 +8291,82.83600000000001 +8292,135.0576 +8293,89.2989 +8294,79.6914 +8295,22.763849999999998 8296,0.0 8297,0.0 8298,0.0 @@ -8310,16 +8310,16 @@ 8308,0.0 8309,0.0 8310,0.0 -8311,139.171 -8312,246.758 -8313,389.672 -8314,555.127 -8315,641.578 -8316,571.419 -8317,464.767 -8318,446.929 -8319,336.069 -8320,40.8783 +8311,41.75129999999999 +8312,74.0274 +8313,116.9016 +8314,166.5381 +8315,192.4734 +8316,171.4257 +8317,139.43009999999998 +8318,134.0787 +8319,100.8207 +8320,12.263490000000003 8321,0.0 8322,0.0 8323,0.0 @@ -8334,16 +8334,16 @@ 8332,0.0 8333,0.0 8334,0.0 -8335,115.264 -8336,226.446 -8337,382.454 -8338,551.748 -8339,635.428 -8340,652.001 -8341,614.044 -8342,502.544 -8343,329.267 -8344,19.5021 +8335,34.5792 +8336,67.9338 +8337,114.73620000000001 +8338,165.5244 +8339,190.6284 +8340,195.60029999999998 +8341,184.2132 +8342,150.76319999999998 +8343,98.78009999999999 +8344,5.85063 8345,0.0 8346,0.0 8347,0.0 @@ -8358,16 +8358,16 @@ 8356,0.0 8357,0.0 8358,0.0 -8359,133.575 -8360,321.997 -8361,514.199 -8362,632.64 -8363,676.873 -8364,656.062 -8365,592.654 -8366,497.02 -8367,293.694 -8368,15.2271 +8359,40.0725 +8360,96.5991 +8361,154.25969999999998 +8362,189.792 +8363,203.0619 +8364,196.8186 +8365,177.7962 +8366,149.106 +8367,88.1082 +8368,4.56813 8369,0.0 8370,0.0 8371,0.0 @@ -8382,16 +8382,16 @@ 8380,0.0 8381,0.0 8382,0.0 -8383,109.866 -8384,283.275 -8385,410.985 -8386,532.825 -8387,631.102 -8388,637.385 -8389,571.877 -8390,467.472 -8391,283.397 -8392,14.9439 +8383,32.9598 +8384,84.9825 +8385,123.29549999999999 +8386,159.8475 +8387,189.33059999999998 +8388,191.2155 +8389,171.5631 +8390,140.2416 +8391,85.01910000000001 +8392,4.483169999999999 8393,0.0 8394,0.0 8395,0.0 @@ -8406,16 +8406,16 @@ 8404,0.0 8405,0.0 8406,0.0 -8407,138.619 -8408,342.73 -8409,525.057 -8410,604.075 -8411,641.792 -8412,583.749 -8413,570.784 -8414,487.197 -8415,289.098 -8416,16.3862 +8407,41.585699999999996 +8408,102.81900000000002 +8409,157.5171 +8410,181.2225 +8411,192.5376 +8412,175.12470000000002 +8413,171.2352 +8414,146.1591 +8415,86.72940000000001 +8416,4.91586 8417,0.0 8418,0.0 8419,0.0 @@ -8430,16 +8430,16 @@ 8428,0.0 8429,0.0 8430,0.0 -8431,60.4407 -8432,185.952 -8433,384.495 -8434,599.719 -8435,706.464 -8436,634.188 -8437,390.502 -8438,274.758 -8439,146.206 -8440,10.2941 +8431,18.13221 +8432,55.7856 +8433,115.34850000000002 +8434,179.9157 +8435,211.93920000000003 +8436,190.25639999999999 +8437,117.15060000000001 +8438,82.4274 +8439,43.8618 +8440,3.0882300000000003 8441,0.0 8442,0.0 8443,0.0 @@ -8454,15 +8454,15 @@ 8452,0.0 8453,0.0 8454,0.0 -8455,15.5587 -8456,190.63 -8457,483.519 -8458,508.208 -8459,574.001 -8460,486.303 -8461,168.649 -8462,119.931 -8463,149.255 +8455,4.66761 +8456,57.189 +8457,145.0557 +8458,152.4624 +8459,172.2003 +8460,145.8909 +8461,50.594699999999996 +8462,35.9793 +8463,44.7765 8464,0.0 8465,0.0 8466,0.0 @@ -8478,16 +8478,16 @@ 8476,0.0 8477,0.0 8478,0.0 -8479,140.848 -8480,341.207 -8481,518.274 -8482,624.322 -8483,667.572 -8484,669.106 -8485,624.442 -8486,506.532 -8487,342.201 -8488,135.775 +8479,42.2544 +8480,102.3621 +8481,155.4822 +8482,187.2966 +8483,200.2716 +8484,200.7318 +8485,187.3326 +8486,151.9596 +8487,102.6603 +8488,40.7325 8489,0.0 8490,0.0 8491,0.0 @@ -8502,16 +8502,16 @@ 8500,0.0 8501,0.0 8502,0.0 -8503,142.385 -8504,346.47 -8505,524.45 -8506,600.415 -8507,643.642 -8508,627.195 -8509,576.448 -8510,484.115 -8511,303.152 -8512,99.0185 +8503,42.71549999999999 +8504,103.941 +8505,157.33500000000004 +8506,180.12449999999998 +8507,193.0926 +8508,188.1585 +8509,172.93439999999998 +8510,145.2345 +8511,90.9456 +8512,29.705550000000002 8513,0.0 8514,0.0 8515,0.0 @@ -8526,16 +8526,16 @@ 8524,0.0 8525,0.0 8526,0.0 -8527,122.718 -8528,302.96 -8529,469.832 -8530,547.995 -8531,607.545 -8532,627.364 -8533,568.315 -8534,453.104 -8535,319.894 -8536,134.094 +8527,36.815400000000004 +8528,90.888 +8529,140.9496 +8530,164.3985 +8531,182.2635 +8532,188.2092 +8533,170.49450000000002 +8534,135.9312 +8535,95.96820000000001 +8536,40.228199999999994 8537,0.0 8538,0.0 8539,0.0 @@ -8550,16 +8550,16 @@ 8548,0.0 8549,0.0 8550,0.0 -8551,144.194 -8552,366.966 -8553,552.78 -8554,632.078 -8555,708.221 -8556,688.545 -8557,619.722 -8558,503.426 -8559,342.37 -8560,126.235 +8551,43.258199999999995 +8552,110.08980000000001 +8553,165.83399999999997 +8554,189.6234 +8555,212.4663 +8556,206.56349999999998 +8557,185.9166 +8558,151.0278 +8559,102.711 +8560,37.87049999999999 8561,0.0 8562,0.0 8563,0.0 @@ -8574,16 +8574,16 @@ 8572,0.0 8573,0.0 8574,0.0 -8575,111.07 -8576,257.757 -8577,356.306 -8578,603.694 -8579,536.392 -8580,554.689 -8581,525.803 -8582,365.623 -8583,306.296 -8584,129.081 +8575,33.321 +8576,77.3271 +8577,106.89179999999999 +8578,181.10819999999998 +8579,160.91760000000002 +8580,166.4067 +8581,157.7409 +8582,109.6869 +8583,91.8888 +8584,38.7243 8585,0.0 8586,0.0 8587,0.0 @@ -8598,16 +8598,16 @@ 8596,0.0 8597,0.0 8598,0.0 -8599,116.76 -8600,283.758 -8601,371.095 -8602,512.323 -8603,635.81 -8604,636.695 -8605,592.362 -8606,510.568 -8607,365.173 -8608,151.701 +8599,35.028 +8600,85.12739999999998 +8601,111.3285 +8602,153.6969 +8603,190.743 +8604,191.0085 +8605,177.7086 +8606,153.1704 +8607,109.5519 +8608,45.5103 8609,0.0 8610,0.0 8611,0.0 @@ -8622,16 +8622,16 @@ 8620,0.0 8621,0.0 8622,0.0 -8623,127.354 -8624,330.901 -8625,520.361 -8626,567.157 -8627,577.26 -8628,576.444 -8629,588.138 -8630,457.807 -8631,314.122 -8632,125.436 +8623,38.206199999999995 +8624,99.2703 +8625,156.10829999999999 +8626,170.1471 +8627,173.178 +8628,172.9332 +8629,176.44140000000002 +8630,137.34210000000002 +8631,94.23660000000001 +8632,37.63080000000001 8633,0.0 8634,0.0 8635,0.0 @@ -8646,16 +8646,16 @@ 8644,0.0 8645,0.0 8646,0.0 -8647,20.7915 -8648,108.436 -8649,158.346 -8650,237.508 -8651,273.691 -8652,414.56 -8653,324.961 -8654,192.683 -8655,13.4746 -8656,16.0177 +8647,6.237449999999999 +8648,32.5308 +8649,47.503800000000005 +8650,71.2524 +8651,82.1073 +8652,124.368 +8653,97.4883 +8654,57.804899999999996 +8655,4.04238 +8656,4.80531 8657,0.0 8658,0.0 8659,0.0 @@ -8670,16 +8670,16 @@ 8668,0.0 8669,0.0 8670,0.0 -8671,85.5299 -8672,153.028 -8673,542.672 -8674,531.024 -8675,623.203 -8676,500.363 -8677,304.96 -8678,258.44 -8679,122.489 -8680,95.7974 +8671,25.658969999999997 +8672,45.9084 +8673,162.8016 +8674,159.30720000000002 +8675,186.96089999999998 +8676,150.1089 +8677,91.48799999999999 +8678,77.532 +8679,36.7467 +8680,28.739219999999996 8681,0.0 8682,0.0 8683,0.0 @@ -8694,16 +8694,16 @@ 8692,0.0 8693,0.0 8694,0.0 -8695,117.009 -8696,317.232 -8697,494.637 -8698,609.175 -8699,628.76 -8700,592.358 -8701,546.023 -8702,465.082 -8703,344.727 -8704,138.117 +8695,35.1027 +8696,95.1696 +8697,148.3911 +8698,182.75249999999997 +8699,188.628 +8700,177.70739999999998 +8701,163.8069 +8702,139.5246 +8703,103.41809999999998 +8704,41.4351 8705,0.0 8706,0.0 8707,0.0 @@ -8718,16 +8718,16 @@ 8716,0.0 8717,0.0 8718,0.0 -8719,0.481937 -8720,34.7696 -8721,56.1454 -8722,79.0004 -8723,83.7657 -8724,87.8137 -8725,70.4423 -8726,64.2354 -8727,33.7974 -8728,6.89142 +8719,0.1445811 +8720,10.43088 +8721,16.84362 +8722,23.70012 +8723,25.12971 +8724,26.344109999999997 +8725,21.13269 +8726,19.27062 +8727,10.139220000000002 +8728,2.067426 8729,0.0 8730,0.0 8731,0.0 @@ -8742,16 +8742,16 @@ 8740,0.0 8741,0.0 8742,0.0 -8743,1.3611 -8744,10.2556 -8745,90.3095 -8746,80.8574 -8747,168.449 -8748,287.902 -8749,489.678 -8750,475.206 -8751,301.403 -8752,64.6594 +8743,0.40833 +8744,3.07668 +8745,27.09285 +8746,24.25722 +8747,50.53470000000001 +8748,86.3706 +8749,146.9034 +8750,142.5618 +8751,90.4209 +8752,19.397820000000003 8753,0.0 8754,0.0 8755,0.0 diff --git a/building_energy_storage_simulation/environment.py b/building_energy_storage_simulation/environment.py index c0c2596..92cdba4 100644 --- a/building_energy_storage_simulation/environment.py +++ b/building_energy_storage_simulation/environment.py @@ -2,7 +2,7 @@ import gymnasium as gym import numpy as np from gymnasium.core import ActType, ObsType, RenderFrame -from building_energy_storage_simulation.simulation import Simulation +from building_energy_storage_simulation.building_simulation import BuildingSimulation class Environment(gym.Env): @@ -14,32 +14,23 @@ class Environment(gym.Env): :param num_forecasting_steps: The number of timesteps into the future included in the forecast. Note that the forecast is perfect. :type num_forecasting_steps: int - :param solar_power_installed: The installed peak photovoltaic power in kWp. - :type solar_power_installed: float - :param battery_capacity: The capacity of the battery in kWh. - :type battery_capacity: float - :param max_battery_charge_per_timestep: Maximum amount of energy (kWh) which can be obtained from the battery or - which can be used to charge the battery in one time step. - :type max_battery_charge_per_timestep: float + :param building_simulation: Instance of `BuildingSimulation` to be wrapped as `gymnasium` environment. + :type building_simulation: BuildingSimulation """ def __init__(self, + building_simulation: BuildingSimulation, max_timesteps: int = 2000, num_forecasting_steps: int = 4, - battery_capacity: float = 100, - solar_power_installed: float = 240, # Solar Gen Profile is in W per 1KW of Solar power installed - max_battery_charge_per_timestep: float = 20, ): - self.simulation = Simulation(battery_capacity=battery_capacity, - solar_power_installed=solar_power_installed, - max_battery_charge_per_timestep=max_battery_charge_per_timestep) - - self.max_battery_charge_per_timestep = max_battery_charge_per_timestep + self.building_simulation = building_simulation self.max_timesteps = max_timesteps - assert self.max_timesteps + num_forecasting_steps < len(self.simulation.solar_generation_profile), \ - "`max_timesteps plus the forecast length cannot be greater than the length of the simulation profile." self.num_forecasting_steps = num_forecasting_steps + + assert self.max_timesteps + self.num_forecasting_steps < len(self.building_simulation.solar_generation_profile), \ + "`max_timesteps` plus the forecast length cannot be greater than the length of the simulation profile." + self.action_space = gym.spaces.Box(low=-1, high=1, shape=(1,), dtype=np.float32) # Using np.inf as bounds as the observations must be rescaled externally anyways. E.g. Using the VecNormalize # wrapper from StableBaselines3 @@ -69,7 +60,7 @@ def reset(self, seed=None, options=None) -> Tuple[ObsType, dict]: :rtype: (observation, dict) """ - self.simulation.reset() + self.building_simulation.reset() return self.get_observation(), {} def step(self, action: ActType) -> Tuple[ObsType, float, bool, bool, dict]: @@ -99,25 +90,24 @@ def step(self, action: ActType) -> Tuple[ObsType, float, bool, bool, dict]: if hasattr(action, "__len__"): action = action[0] - electricity_consumption, excess_energy = self.simulation.simulate_one_step(action * - self.max_battery_charge_per_timestep) + electricity_consumption, excess_energy = self.building_simulation.simulate_one_step(action) reward = Environment.calc_reward(electricity_consumption, excess_energy) observation = self.get_observation() return observation, reward, self.get_terminated(), False, {'electricity_consumption': electricity_consumption, 'excess_energy': excess_energy} def get_terminated(self): - if self.simulation.step_count > self.max_timesteps: + if self.building_simulation.step_count > self.max_timesteps: return True return False def get_observation(self): - current_index = self.simulation.start_index + self.simulation.step_count - electric_load_forecast = self.simulation.electricity_load_profile[current_index: current_index + - self.num_forecasting_steps] - solar_gen_forecast = self.simulation.solar_generation_profile[current_index: current_index + - self.num_forecasting_steps] - return np.concatenate(([self.simulation.building.battery.state_of_charge], + current_index = self.building_simulation.start_index + self.building_simulation.step_count + electric_load_forecast = self.building_simulation.electricity_load_profile[current_index: current_index + + self.num_forecasting_steps] + solar_gen_forecast = self.building_simulation.solar_generation_profile[current_index: current_index + + self.num_forecasting_steps] + return np.concatenate(([self.building_simulation.battery.state_of_charge], electric_load_forecast, solar_gen_forecast), axis=0) diff --git a/building_energy_storage_simulation/utils.py b/building_energy_storage_simulation/utils.py index e69de29..b1081b4 100644 --- a/building_energy_storage_simulation/utils.py +++ b/building_energy_storage_simulation/utils.py @@ -0,0 +1,7 @@ +import pkg_resources +import pandas as pd + + +def load_profile(filename, column_name): + stream = pkg_resources.resource_stream(__name__, 'data/preprocessed/' + filename) + return pd.read_csv(stream)[column_name] \ No newline at end of file diff --git a/docs/source/guide/installation.rst b/docs/source/guide/installation.rst index 7805f61..ff1a5df 100644 --- a/docs/source/guide/installation.rst +++ b/docs/source/guide/installation.rst @@ -31,8 +31,11 @@ To use the building-energy-storage-simulation, first install it using pip: .. code-block:: python - from building_energy_storage_simulation import Environment - env = Environment() - initial_observation, _ = env.reset() - observation, reward, done, truncated, info = env.step(42) + from building_energy_storage_simulation import Environment, BuildingSimulation + + simulation = BuildingSimulation() + env = Environment(building_simulation=simulation) + + env.reset() + env.step(1) ... diff --git a/docs/source/index.rst b/docs/source/index.rst index 44d21f9..a337456 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -30,7 +30,6 @@ Contents modules/environment modules/simulation - modules/building modules/battery Thanks To diff --git a/docs/source/modules/building.rst b/docs/source/modules/building.rst deleted file mode 100644 index 80ef351..0000000 --- a/docs/source/modules/building.rst +++ /dev/null @@ -1,7 +0,0 @@ -.. _building: - -Building -======== - -.. autoclass:: building_energy_storage_simulation.Building - :members: \ No newline at end of file diff --git a/docs/source/modules/simulation.rst b/docs/source/modules/simulation.rst index e0984ee..93bdc1b 100644 --- a/docs/source/modules/simulation.rst +++ b/docs/source/modules/simulation.rst @@ -1,7 +1,7 @@ .. _simulation: -Simulation -========== +BuildingSimulation +================== -.. autoclass:: building_energy_storage_simulation.Simulation +.. autoclass:: building_energy_storage_simulation.BuildingSimulation :members: \ No newline at end of file diff --git a/reinforcement_learning_sample_implementation.ipynb b/reinforcement_learning_sample_implementation.ipynb index 363362a..5c180a8 100644 --- a/reinforcement_learning_sample_implementation.ipynb +++ b/reinforcement_learning_sample_implementation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -16,7 +16,7 @@ "from stable_baselines3.common.vec_env import DummyVecEnv, VecNormalize\n", "from stable_baselines3.common.monitor import Monitor\n", "\n", - "from building_energy_storage_simulation import Simulation, Environment" + "from building_energy_storage_simulation import BuildingSimulation, Environment" ] }, { @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,8 @@ "os.makedirs(RL_PATH, exist_ok=True)\n", "\n", "# Create Environment\n", - "env = Environment(solar_power_installed=300)\n", + "sim = BuildingSimulation()\n", + "env = Environment(sim)\n", "# Wrap with Monitor() so a log of the training is saved \n", "env = Monitor(env, filename=RL_PATH)\n", "# Warp with DummyVecEnc() so the observations and reward can be normalized using VecNormalize()\n", @@ -46,9 +47,555 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using cpu device\n", + "----------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.15e+04 |\n", + "| time/ | |\n", + "| fps | 1850 |\n", + "| iterations | 1 |\n", + "| time_elapsed | 1 |\n", + "| total_timesteps | 2048 |\n", + "----------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.15e+04 |\n", + "| time/ | |\n", + "| fps | 1381 |\n", + "| iterations | 2 |\n", + "| time_elapsed | 2 |\n", + "| total_timesteps | 4096 |\n", + "| train/ | |\n", + "| approx_kl | 0.0058020703 |\n", + "| clip_fraction | 0.0352 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.43 |\n", + "| explained_variance | -0.704 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.105 |\n", + "| n_updates | 10 |\n", + "| policy_gradient_loss | -0.00382 |\n", + "| std | 1.01 |\n", + "| value_loss | 0.268 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.18e+04 |\n", + "| time/ | |\n", + "| fps | 1270 |\n", + "| iterations | 3 |\n", + "| time_elapsed | 4 |\n", + "| total_timesteps | 6144 |\n", + "| train/ | |\n", + "| approx_kl | 0.004206354 |\n", + "| clip_fraction | 0.0407 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.42 |\n", + "| explained_variance | 0.53 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0239 |\n", + "| n_updates | 20 |\n", + "| policy_gradient_loss | -0.00509 |\n", + "| std | 1 |\n", + "| value_loss | 0.0233 |\n", + "-----------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.18e+04 |\n", + "| time/ | |\n", + "| fps | 1191 |\n", + "| iterations | 4 |\n", + "| time_elapsed | 6 |\n", + "| total_timesteps | 8192 |\n", + "| train/ | |\n", + "| approx_kl | 0.003434807 |\n", + "| clip_fraction | 0.0254 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.41 |\n", + "| explained_variance | 0.654 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0054 |\n", + "| n_updates | 30 |\n", + "| policy_gradient_loss | -0.00232 |\n", + "| std | 0.988 |\n", + "| value_loss | 0.026 |\n", + "-----------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.19e+04 |\n", + "| time/ | |\n", + "| fps | 1133 |\n", + "| iterations | 5 |\n", + "| time_elapsed | 9 |\n", + "| total_timesteps | 10240 |\n", + "| train/ | |\n", + "| approx_kl | 0.004454828 |\n", + "| clip_fraction | 0.0244 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.4 |\n", + "| explained_variance | 0.679 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0189 |\n", + "| n_updates | 40 |\n", + "| policy_gradient_loss | -0.00288 |\n", + "| std | 0.969 |\n", + "| value_loss | 0.0251 |\n", + "-----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.18e+04 |\n", + "| time/ | |\n", + "| fps | 1095 |\n", + "| iterations | 6 |\n", + "| time_elapsed | 11 |\n", + "| total_timesteps | 12288 |\n", + "| train/ | |\n", + "| approx_kl | 0.0048774686 |\n", + "| clip_fraction | 0.0361 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.692 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0108 |\n", + "| n_updates | 50 |\n", + "| policy_gradient_loss | -0.00361 |\n", + "| std | 0.954 |\n", + "| value_loss | 0.0254 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.16e+04 |\n", + "| time/ | |\n", + "| fps | 1085 |\n", + "| iterations | 7 |\n", + "| time_elapsed | 13 |\n", + "| total_timesteps | 14336 |\n", + "| train/ | |\n", + "| approx_kl | 0.006036303 |\n", + "| clip_fraction | 0.055 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.37 |\n", + "| explained_variance | 0.71 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.021 |\n", + "| n_updates | 60 |\n", + "| policy_gradient_loss | -0.00378 |\n", + "| std | 0.958 |\n", + "| value_loss | 0.0237 |\n", + "-----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.14e+04 |\n", + "| time/ | |\n", + "| fps | 1085 |\n", + "| iterations | 8 |\n", + "| time_elapsed | 15 |\n", + "| total_timesteps | 16384 |\n", + "| train/ | |\n", + "| approx_kl | 0.0030021344 |\n", + "| clip_fraction | 0.0276 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.7 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00112 |\n", + "| n_updates | 70 |\n", + "| policy_gradient_loss | -0.00212 |\n", + "| std | 0.964 |\n", + "| value_loss | 0.0235 |\n", + "------------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.13e+04 |\n", + "| time/ | |\n", + "| fps | 1080 |\n", + "| iterations | 9 |\n", + "| time_elapsed | 17 |\n", + "| total_timesteps | 18432 |\n", + "| train/ | |\n", + "| approx_kl | 0.0033348883 |\n", + "| clip_fraction | 0.0368 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.706 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00327 |\n", + "| n_updates | 80 |\n", + "| policy_gradient_loss | -0.00371 |\n", + "| std | 0.964 |\n", + "| value_loss | 0.0241 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.11e+04 |\n", + "| time/ | |\n", + "| fps | 1075 |\n", + "| iterations | 10 |\n", + "| time_elapsed | 19 |\n", + "| total_timesteps | 20480 |\n", + "| train/ | |\n", + "| approx_kl | 0.004695772 |\n", + "| clip_fraction | 0.0353 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.712 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00686 |\n", + "| n_updates | 90 |\n", + "| policy_gradient_loss | -0.0031 |\n", + "| std | 0.96 |\n", + "| value_loss | 0.0249 |\n", + "-----------------------------------------\n", + "----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.1e+04 |\n", + "| time/ | |\n", + "| fps | 1072 |\n", + "| iterations | 11 |\n", + "| time_elapsed | 20 |\n", + "| total_timesteps | 22528 |\n", + "| train/ | |\n", + "| approx_kl | 0.00467043 |\n", + "| clip_fraction | 0.0364 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.716 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.039 |\n", + "| n_updates | 100 |\n", + "| policy_gradient_loss | -0.00291 |\n", + "| std | 0.97 |\n", + "| value_loss | 0.0246 |\n", + "----------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.09e+04 |\n", + "| time/ | |\n", + "| fps | 1064 |\n", + "| iterations | 12 |\n", + "| time_elapsed | 23 |\n", + "| total_timesteps | 24576 |\n", + "| train/ | |\n", + "| approx_kl | 0.004140622 |\n", + "| clip_fraction | 0.0323 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.72 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0196 |\n", + "| n_updates | 110 |\n", + "| policy_gradient_loss | -0.00329 |\n", + "| std | 0.962 |\n", + "| value_loss | 0.0254 |\n", + "-----------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.08e+04 |\n", + "| time/ | |\n", + "| fps | 1064 |\n", + "| iterations | 13 |\n", + "| time_elapsed | 25 |\n", + "| total_timesteps | 26624 |\n", + "| train/ | |\n", + "| approx_kl | 0.004255478 |\n", + "| clip_fraction | 0.0271 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.38 |\n", + "| explained_variance | 0.704 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0184 |\n", + "| n_updates | 120 |\n", + "| policy_gradient_loss | -0.00361 |\n", + "| std | 0.96 |\n", + "| value_loss | 0.0248 |\n", + "-----------------------------------------\n", + "----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.07e+04 |\n", + "| time/ | |\n", + "| fps | 1062 |\n", + "| iterations | 14 |\n", + "| time_elapsed | 26 |\n", + "| total_timesteps | 28672 |\n", + "| train/ | |\n", + "| approx_kl | 0.00420307 |\n", + "| clip_fraction | 0.0248 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.37 |\n", + "| explained_variance | 0.715 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00972 |\n", + "| n_updates | 130 |\n", + "| policy_gradient_loss | -0.00254 |\n", + "| std | 0.951 |\n", + "| value_loss | 0.0237 |\n", + "----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.07e+04 |\n", + "| time/ | |\n", + "| fps | 1055 |\n", + "| iterations | 15 |\n", + "| time_elapsed | 29 |\n", + "| total_timesteps | 30720 |\n", + "| train/ | |\n", + "| approx_kl | 0.0036043213 |\n", + "| clip_fraction | 0.0288 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.36 |\n", + "| explained_variance | 0.722 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00327 |\n", + "| n_updates | 140 |\n", + "| policy_gradient_loss | -0.00277 |\n", + "| std | 0.937 |\n", + "| value_loss | 0.026 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.05e+04 |\n", + "| time/ | |\n", + "| fps | 1050 |\n", + "| iterations | 16 |\n", + "| time_elapsed | 31 |\n", + "| total_timesteps | 32768 |\n", + "| train/ | |\n", + "| approx_kl | 0.006608868 |\n", + "| clip_fraction | 0.0544 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.35 |\n", + "| explained_variance | 0.713 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0205 |\n", + "| n_updates | 150 |\n", + "| policy_gradient_loss | -0.00405 |\n", + "| std | 0.933 |\n", + "| value_loss | 0.0268 |\n", + "-----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.04e+04 |\n", + "| time/ | |\n", + "| fps | 1049 |\n", + "| iterations | 17 |\n", + "| time_elapsed | 33 |\n", + "| total_timesteps | 34816 |\n", + "| train/ | |\n", + "| approx_kl | 0.0061956686 |\n", + "| clip_fraction | 0.0531 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.34 |\n", + "| explained_variance | 0.711 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0241 |\n", + "| n_updates | 160 |\n", + "| policy_gradient_loss | -0.00386 |\n", + "| std | 0.919 |\n", + "| value_loss | 0.0254 |\n", + "------------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.03e+04 |\n", + "| time/ | |\n", + "| fps | 1043 |\n", + "| iterations | 18 |\n", + "| time_elapsed | 35 |\n", + "| total_timesteps | 36864 |\n", + "| train/ | |\n", + "| approx_kl | 0.0029415619 |\n", + "| clip_fraction | 0.0137 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.33 |\n", + "| explained_variance | 0.731 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0135 |\n", + "| n_updates | 170 |\n", + "| policy_gradient_loss | -0.000395 |\n", + "| std | 0.911 |\n", + "| value_loss | 0.0247 |\n", + "------------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.02e+04 |\n", + "| time/ | |\n", + "| fps | 1032 |\n", + "| iterations | 19 |\n", + "| time_elapsed | 37 |\n", + "| total_timesteps | 38912 |\n", + "| train/ | |\n", + "| approx_kl | 0.0062524695 |\n", + "| clip_fraction | 0.0591 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.32 |\n", + "| explained_variance | 0.724 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00226 |\n", + "| n_updates | 180 |\n", + "| policy_gradient_loss | -0.00384 |\n", + "| std | 0.899 |\n", + "| value_loss | 0.0242 |\n", + "------------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5.01e+04 |\n", + "| time/ | |\n", + "| fps | 1016 |\n", + "| iterations | 20 |\n", + "| time_elapsed | 40 |\n", + "| total_timesteps | 40960 |\n", + "| train/ | |\n", + "| approx_kl | 0.0021706955 |\n", + "| clip_fraction | 0.0165 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.31 |\n", + "| explained_variance | 0.728 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.00736 |\n", + "| n_updates | 190 |\n", + "| policy_gradient_loss | -0.000648 |\n", + "| std | 0.895 |\n", + "| value_loss | 0.0234 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -5e+04 |\n", + "| time/ | |\n", + "| fps | 995 |\n", + "| iterations | 21 |\n", + "| time_elapsed | 43 |\n", + "| total_timesteps | 43008 |\n", + "| train/ | |\n", + "| approx_kl | 0.004316492 |\n", + "| clip_fraction | 0.0293 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.31 |\n", + "| explained_variance | 0.725 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | -0.00454 |\n", + "| n_updates | 200 |\n", + "| policy_gradient_loss | -0.00292 |\n", + "| std | 0.895 |\n", + "| value_loss | 0.0247 |\n", + "-----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -4.99e+04 |\n", + "| time/ | |\n", + "| fps | 974 |\n", + "| iterations | 22 |\n", + "| time_elapsed | 46 |\n", + "| total_timesteps | 45056 |\n", + "| train/ | |\n", + "| approx_kl | 0.0033846092 |\n", + "| clip_fraction | 0.0414 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.31 |\n", + "| explained_variance | 0.725 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | -0.00558 |\n", + "| n_updates | 210 |\n", + "| policy_gradient_loss | -0.00289 |\n", + "| std | 0.895 |\n", + "| value_loss | 0.0247 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -4.98e+04 |\n", + "| time/ | |\n", + "| fps | 956 |\n", + "| iterations | 23 |\n", + "| time_elapsed | 49 |\n", + "| total_timesteps | 47104 |\n", + "| train/ | |\n", + "| approx_kl | 0.005007515 |\n", + "| clip_fraction | 0.0445 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.3 |\n", + "| explained_variance | 0.717 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | 0.0147 |\n", + "| n_updates | 220 |\n", + "| policy_gradient_loss | -0.00462 |\n", + "| std | 0.887 |\n", + "| value_loss | 0.0242 |\n", + "-----------------------------------------\n", + "------------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -4.97e+04 |\n", + "| time/ | |\n", + "| fps | 932 |\n", + "| iterations | 24 |\n", + "| time_elapsed | 52 |\n", + "| total_timesteps | 49152 |\n", + "| train/ | |\n", + "| approx_kl | 0.0040945145 |\n", + "| clip_fraction | 0.0554 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.29 |\n", + "| explained_variance | 0.729 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | -0.00793 |\n", + "| n_updates | 230 |\n", + "| policy_gradient_loss | -0.00442 |\n", + "| std | 0.878 |\n", + "| value_loss | 0.0245 |\n", + "------------------------------------------\n", + "-----------------------------------------\n", + "| rollout/ | |\n", + "| ep_len_mean | 2e+03 |\n", + "| ep_rew_mean | -4.96e+04 |\n", + "| time/ | |\n", + "| fps | 908 |\n", + "| iterations | 25 |\n", + "| time_elapsed | 56 |\n", + "| total_timesteps | 51200 |\n", + "| train/ | |\n", + "| approx_kl | 0.003998294 |\n", + "| clip_fraction | 0.0385 |\n", + "| clip_range | 0.2 |\n", + "| entropy_loss | -1.29 |\n", + "| explained_variance | 0.731 |\n", + "| learning_rate | 0.0003 |\n", + "| loss | -0.0039 |\n", + "| n_updates | 240 |\n", + "| policy_gradient_loss | -0.00351 |\n", + "| std | 0.874 |\n", + "| value_loss | 0.024 |\n", + "-----------------------------------------\n" + ] + } + ], "source": [ "# Train with PPO :-)\n", "model = PPO(\"MlpPolicy\", env, verbose=1, gamma=0.95)\n", @@ -67,9 +614,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkoAAAGdCAYAAADt8FyTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAABP/UlEQVR4nO3deXhTZfo+8DtJm3RNum+0dGErWymLtEXZpENRUFEcAVEBEcUBFIrD4oygfv0J4iBuMIwrjCOyuMsqFooCoUChQIEWKJQWutLSpGuaJuf3R2kk0EJLm542uT/XlUuavDl5ckzJzXve8xyJIAgCiIiIiOgWUrELICIiImqrGJSIiIiIGsCgRERERNQABiUiIiKiBjAoERERETWAQYmIiIioAQxKRERERA1gUCIiIiJqgJ3YBbQXRqMROTk5cHV1hUQiEbscIiIiagRBEFBaWoqAgABIpU2fH2JQaqScnBwEBQWJXQYRERHdhezsbAQGBjb5eQxKjeTq6gqgdkcrlUqRqyEiIqLG0Gq1CAoKMn2PNxWDUiPVHW5TKpUMSkRERO3M3S6b4WJuIiIiogYwKBERERE1gEGJiIiIqAEMSkREREQNYFAiIiIiagCDEhEREVEDGJSIiIiIGsCgRERERNQABiUiIiKiBjAoERERETWAQYmIiIioAQxKRERERA1gUCIiIqImq9IbsO5AJn47nS92KRZlJ3YBRERE1L4czizGwu9OIKOwHADw97hu+NuwTpBIJCJX1vIYlIiIiKhRynQ1WL4jDf9VXwIAuCrsUKqrwbs701FYqsPiMT0glVpXWOKhNyIiIrqjPWkFGPneXlNIemJAIPYtuB+Lx/QAAKw9kInZG45BV2MQs8wWxxklIiIialBxeTXe/OUUfkzJAQAEeThi6aMRuK+LFwDg2ftC4eWqwLxNKdh6IhfFZdX4zzP9oXSwF7PsFsMZJSIiIrqFIAj4KeUKYt/bix9TciCVAM/dF4qdc4aYQlKdh/sEYO3UgXBR2EF9oQjj/3MQBdoqkSpvWRJBEASxi2gPtFotVCoVNBoNlEql2OUQERFZTE5JJf75Yyp2pxUAALr5uuKdxyMQGeR22+elXtFgypeHcLWsGoHujvhqWhRCvZxboeKGNff7mzNKREREBAAwGgV8pc7EyJW/Y3daAeQyKeL/0hW/zL7vjiEJAHp1UOG7Fwch2NMJl69VYty/D+B4donF67YkBiUiIiJCRmEZxn+ixms/nUKZrgb9Orph60v34aURXSC3a3xcCPZ0xncvDkLvDioUl1dj4qcHsfdsoQUrtywGJSIiIhumNxixas95PPDBHziceQ1Ochlef6gHNs8YhC6+rne1TS8XBb55PhqDu3ihotqAaWsP44djl1u48tbBs96IiIhs1MnLGsz/7gTO5GoBAEO6euPtR3sh0N2p2dt2Udjh88n34O/fHsdPKTmYu/E4Ckt1eH5Ip2ZvuzUxKBEREdmYymoD3v/tLD794wKMAuDmZI/FY3rg0b4dWrS7ttxOipVPRMLbRYHP9l3E29vSUKDV4dUHu7ebxpQMSkRERDbk4IUiLPzuBDKLKgAAYyL88frDPeHlorDI60mlEvxzTA/4KBV4e1saPtt3EVfLdFj+eJ8mrX0SC4MSERGRBSRfKkbCmQI81CcA3f3FbytTWW3A8p1p+HJ/JgDAT+mAt8b2QmwP31Z5/eeHdIKXiwLzvz2BH1NyUFRejX8/1R8uirYdRdhHqZHYR4mIiO7EaBSw60w+Pvn9ApIvXQMA2EkleH5IGF4a0QUO9jJR6jqadQ2vbDqOC1drL2I7cWAQFj3YXZTu2YnpBfjb10dRUW1A7w4qfDn1HovNZgHN//5mUGokBiUiImpIld6A745exmd/XMTF62FELpOie4DS1EcoxNMJbz/aG4M6e91mSy1LV2PAhwnn8O/EDBgFwFepwDvjIjCsm0+r1VCf49klmLr2MIrLqxHi6YT/PhuFjp7NX0BeHwalVsKgREREN7tWXo2vDl7CugOZKCqvBgAoHezwVHQwpgwKgY/SATtS87Dk51Tka3UAgL/2D8Q/RneHm5PcorWdztEiflMK0vJKAQBjIwPwxsO9oHJqG9dgu1BYhme+OITL1yrh5aLA2qn3oFcHVYu/TpvvzK3T6RAZGQmJRIKUlBSzx3bu3Ino6Gi4urrC29sb48aNQ2ZmptmYxMRE9OvXDwqFAp07d8batWtveY1Vq1YhJCQEDg4OiIqKwqFDh8wer6qqwsyZM+Hp6QkXFxeMGzcO+fn5LfxOiYhIDNU1RszbdBxTvjyENXszcDy7BAajZecAsooqsPinVMQsS8B7u86iqLwaHdwcsXhMDxxYNALzR4XDR+kAABjVyw+74ofiqeiOAIDNyZcR+95e/Hw8B5aYq6gxGPHx7nN4ZNU+pOWVwsNZjn9P6of3J/RtMyEJAMK8XfD9i4PQ3V+Jq2U6TPjkIPafvyp2Wbew+IzSyy+/jHPnzmH79u04duwYIiMjAQAXL15E9+7dER8fj2nTpkGj0WDu3LkoLS3F0aNHTWN69eqFGTNm4LnnnkNCQgLmzJmDrVu3Ii4uDgCwceNGPPPMM1izZg2ioqLw/vvvY/PmzUhPT4ePT+3U4osvvoitW7di7dq1UKlUmDVrFqRSKfbv39/o98EZJSKitum9XWfxYcI5s/tcHewQFeqBmE5eiAnzRLifa4ucjp6SXYJPfs/AjtQ81GWxngFKPD8kDKN7+8NOdvv5hyOZxVj4/UmcLygDAAzv5o23Hu2NDm6Oza4NqO2uHb/puOlw38gevnj7sd4WXQPUXNoqPV74bzLUF4oQ6O6I3fOGtejZcG360Nv27dsRHx+P7777Dj179jQLSt9++y0mTpwInU4HqbR2h/zyyy945JFHoNPpYG9vjwULFmDr1q1ITU01bXPChAkoKSnBjh07AABRUVG455578PHHHwMAjEYjgoKCMHv2bCxcuBAajQbe3t5Yv349Hn/8cQBAWloaunfvDrVajejo6Ea9FwYlIqK253h2CR779wEYjAImxwTjSkkVki4WobSqxmycu5M9osM8EdPJE4M6eaKTt0uj+wUZjQL2pBfgP79fwKGLxab7h3b1xgtDwhDTybNJvYd0NQasSbyAVXvOo9pghJNchldGdsPkQSGQ3WWYMxoFrD2QiXd2pEFXY4Srgx3eeLhni/dFshRdjQGLfzyFqfeFINyvZb9jm/v9bbFz8vLz8zF9+nT8+OOPcHK6dYFW//79IZVK8eWXX2LKlCkoKyvDV199hdjYWNjb104NqtVqxMbGmj0vLi4Oc+bMAQBUV1cjOTkZixYtMj0ulUoRGxsLtVoNAEhOToZerzfbTnh4ODp27HjboKTT6aDT6Uw/a7Xau9sRRERkEVV6A+ZtPg6DUcCYCH+88UgvAIDBKOBUjgbqjCIcyCjC4cxiXKvQY3tqHran5gEAvF0ViLkenGLCPBHs6XRLoNDVGPDjsSv49I+Lphkge5kED/fpgOlDQu/6C11hJ8PLsV0wOsIPi74/icOZ1/DmltP4KeUKlj4WgR4BTdtudnEF/v7tcRy8UBviBnfxwvLHI+CvaplZqtagsJPhnccjxC6jXhYJSoIgYMqUKZgxYwYGDBhwy7ojAAgNDcWvv/6KJ554Ai+88AIMBgNiYmKwbds205i8vDz4+pr3d/D19YVWq0VlZSWuXbsGg8FQ75i0tDTTNuRyOdzc3G4Zk5eX1+B7WLp0Kd54440mvnMiImot/9qZjvMFZfB2VeD/rockAJBJJYgIdENEoBteGNoJeoMRJy6XQJ1RBPWFIhzJvIbCUh1+Pp6Dn4/nAAACVA6I7uSJQZ28EBmkws5T+Vh7IBOFpbX/YHZV2OHJ6I6YOigUfiqHFqm/s48rNj4fg28OZ2HZtjQcv6zBwx/vw/QhYXi5Ea0EBEHAxsPZ+L8tp1FebYCTXIZXH+yOSVEd28UsUnvRpKC0cOFCvPPOO7cdc+bMGfz6668oLS01m+m5WV5eHqZPn47Jkydj4sSJKC0txeLFi/H4449j165dov9PXrRoEeLj400/a7VaBAUFiVgRERHVSbpQhM/3XwQAvDOuN9ydGz6DzF4mRf9gD/QP9sCs+7ugSm9ASnYJDmQU4WBGEY5lX0OOpgrfH72C749eMXuuv8oBz94bigkDg+BqgZ5DUqkEk6KCEdvdF0t+OoUdp/Lw78QMbD+Ze9tWAvnaKiz87gT2pBcCAO4Jcce//toHwZ7OLV6jrWtSUJo3bx6mTJly2zFhYWHYvXs31Go1FArzxWMDBgzApEmTsG7dOqxatQoqlQrLly83Pf6///0PQUFBSEpKQnR0NPz8/G45Oy0/Px9KpRKOjo6QyWSQyWT1jvHz8wMA+Pn5obq6GiUlJWazSjeOqY9CobilfiIiEl+5rgavfHscggCMHxCE+8Ob1lnawV6G6DBPRId5An8BKqprkHzpmulQ3ckrGnT1dcXzQ0IxJiIA9ndYoN0SfJUOWPN0f+w8lYclP51CZlEFnvwsCX/tH4hXH+xuCoKCIODn4zlY/NMpaCr1kNtJ8feR3fDsfaF3vb6Jbq9JQcnb2xve3t53HPfhhx/irbfeMv2ck5ODuLg4bNy4EVFRUQCAiooK0yLuOjJZ7TSj0WgEgFsOxQHArl27EBMTAwCQy+Xo378/EhISMHbsWNNzExISMGvWLAC1a6Hs7e2RkJCAcePGAQDS09ORlZVl2g4REbUf/2/bGWQXV6KDmyP+OaZ7s7fnJLfD4C7eGNyl9vvNaBREu2BrXE8/DOrkiXd3puOrg5ewOfkydqcVYPFDPTC4izde+zEVW0/mAgB6d1DhvSf6oIuvqyi12opWaTiZmZmJ0NBQs7Pedu/ejdjYWLz++uumQ2+vvvoq0tLScObMGTg6OpraA8ycORPPPvssdu/ejZdeeumW9gCTJ0/Gf/7zHwwcOBDvv/8+Nm3ahLS0NNPapRdffBHbtm3D2rVroVQqMXv2bADAgQMHGv0eeNYbEZH49p4txOQvanvlrZ8ehUGdWq/LdWtLvlSMhd+dxLnrC8kd7KWo0hthJ5Vg9v1d8LfhnVpltqu9a7Nnvd3J/fffj/Xr12P58uVYvnw5nJycEBMTgx07dsDRsXalfmhoKLZu3Yq5c+figw8+QGBgID777DNTSAKA8ePHo7CwEIsXL0ZeXh4iIyOxY8cOswXeK1euhFQqxbhx46DT6RAXF4fVq1e3+nsmIqK7p6nQY/63xwEAUwaFWHVIAoD+wR7Y+tJgrNmbgY93n0eV3oiuvi5474lIi3SwpvrxEiaNxBklIiJxzd2Ygh+OXUGYlzO2vjQYjnJxLjArhotXy5GSfQ0P9PIX7cK67VW7nVEiIiJqrB2pufjh2BVIJcC/nuhjUyEJAEK9nBHqxTPaxMCDm0RE1KZdLdPh1R9qr9AwY2gn9OvoLnJFZEsYlIiIqM0SBAGvfn8SxeXVCPdzxcuxXcQuiWwMgxIREbVZPxy7gl9P58NeJsF7T0RCYWdbh9xIfAxKRETUJuWUVGLJz6cAAHNiuzb5GmhELYFBiYiI2hxBELDguxMorapBZJAbXhgSJnZJZKMYlIiIqM35X1IW/jh3FQo7KVY80Qd2bKxIIuEnj4iI2pRLReV4e+sZAMCCUeHo5O0ickVkyxiUiIiozTAYBczbdByVegOiwzwwZVCI2CWRjWNQIiKiNuPzfRdw5NI1OMtlePfxPqJdnJaoDoMSERG1CWfzS/GvnWcBAK+N6YEgDyeRKyJiUCIiojZAbzAiflMKqg1GDO/mjfH3BIldEhEABiUiImoDPt59HqlXtFA52mPZuAhIJDzkRm0DgxIREYnq5GUNPt5zHgDwf2N7wVfpIHJFRH9iUCIiItFU6Q2I35QCg1HA6N7+eCjCX+ySiMwwKBERkWje23UW5wrK4OWiwP+N7cVDbtTm2IldABER2RZdjQFFZdU4nl2CT/+4AABY9lhveDjLRa6M6FYMSkRE1Gx14aewVIerZXW32p8Ly3S4WvrnfZpKvdlz/9o/ELE9fEWqnOj2GJSIiKjRLl4tx1fqS8gvrcLVG0KQtqqmSduxk0rg5aJA/2B3vPZQDwtVS9R8DEpERNRo8zal4GhWSb2P2csk8HRWwMtVDm8XBbxcFPByrf2vt6sCXi5/3q9ytGfXbWoXGJSIiKhRki9dw9GsEshlUswf1Q0+Sgd4ucjh4/pn+OFibLI2DEpERNQoX+y7CAB4JDIAzw0OE7kaotbB9gBERHRH2cUV2J6aCwCYNjhU5GqIWg+DEhER3dHaA5kwCsDgLl4I91OKXQ5Rq2FQIiKi29JW6bHxcDYAYNp9nE0i28KgREREt7XpcDbKdDXo4uOCoV29xS6HqFUxKBERUYNqDEZ8uT8TQO1sEs9qI1vDoERERA3anpqHKyWV8HSWY2zfDmKXQ9TqGJSIiKhegiDgs+vXYnsqOhgO9jKRKyJqfQxKRERUr+RL13D8sgZyOymeig4WuxwiUTAoERFRvT77o7bB5KORHeDtqhC5GiJxMCgREdEtLhWVY+fpPABsMEm2jUGJiIhu8eX+TAgCMLSrN7r6uopdDpFoGJSIiMiMplKPTUdqG0w+x9kksnEMSkREZGbDoSxUVBvQzdcV93X2ErscIlExKBERkYneYMTaA5kAatcmscEk2ToGJSIiMtl2Mhe5mip4uSjwSGSA2OUQiY5BiYiIANQ2mPx8X21LgGdigqGwY4NJIgYlIiICABzOvIYTlzVQ2EkxKaqj2OUQtQkMSkREBAD49PrlSh7rFwhPFzaYJAIYlIiICMDFq+X47Uw+AGDafSHiFkPUhjAoERERvtx/EYIADO/mjc4+bDBJVIdBiYjIxpVUVGPzkcsAgOcGh4lcDVHbwqBERGTj1h/KQqXegHA/Vwzq5Cl2OURtCoMSEZENq64xYt31BpPPDQ5jg0mimzAoERHZsK0nc5Cv1cHHVYGH+7DBJNHNGJSIiGyUIAj47I/aBpOTB4VAbsevBKKb8beCiMhGHbxQjFM5WjjYS/HkQDaYJKoPgxIRkY36fF9tg8nH+wfC3VkucjVEbRODEhGRDbpQWIbfzhQAAJ69N1TkaojaLgYlIiIb9MX+2rVJsd19EObtInI1RG0XgxIRkY25Vl6Nb5NrG0xOu48NJoluh0GJiMjGfJ10CVV6I3oGKBEd5iF2OURtGoMSEZEN0dUYsE59CQDw3OBQNpgkugMGJSIiG/LL8VwUlurgq1RgdG82mCS6EwYlIiIbUdtgsrYlABtMEjUOf0uIiGzEgYwipOWVwtFexgaTRI3EoEREZCPqZpP+OiAQbk5sMEnUGAxKREQ24HxBKfakF0IiYYNJoqZgUCIisgGf78sEAPyluy9CvJzFLYaoHWFQIiKyckVlOnx/tLbB5HOD2WCSqCkYlIiIrNx3Ry9DV2NERKAK94S4i10OUbti8aCk0+kQGRkJiUSClJQUs8c2bdqEyMhIODk5ITg4GO++++4tz09MTES/fv2gUCjQuXNnrF279pYxq1atQkhICBwcHBAVFYVDhw6ZPV5VVYWZM2fC09MTLi4uGDduHPLz81vybRIRtVnbU/MAAH8dEMQGk0RNZPGgNH/+fAQE3NrUbPv27Zg0aRJmzJiB1NRUrF69GitXrsTHH39sGnPx4kWMHj0aw4cPR0pKCubMmYPnnnsOO3fuNI3ZuHEj4uPjsWTJEhw9ehR9+vRBXFwcCgoKTGPmzp2LX375BZs3b8bevXuRk5ODxx57zLJvnIioDcjXVuFYVgkAYGQPX3GLIWqPBAvatm2bEB4eLpw6dUoAIBw7dsz02MSJE4XHH3/cbPyHH34oBAYGCkajURAEQZg/f77Qs2dPszHjx48X4uLiTD8PHDhQmDlzpulng8EgBAQECEuXLhUEQRBKSkoEe3t7YfPmzaYxZ86cEQAIarW60e9Fo9EIAASNRtPo5xARie2/6kwheMEWYeyqfWKXQiSK5n5/W2xGKT8/H9OnT8dXX30FJyenWx7X6XRwcHAwu8/R0RGXL1/GpUu11yFSq9WIjY01GxMXFwe1Wg0AqK6uRnJystkYqVSK2NhY05jk5GTo9XqzMeHh4ejYsaNpTH10Oh20Wq3ZjYiovfn1VO1ht7iefiJXQtQ+WSQoCYKAKVOmYMaMGRgwYEC9Y+Li4vD9998jISEBRqMRZ8+exYoVKwAAubm5AIC8vDz4+ppPFfv6+kKr1aKyshJXr16FwWCod0xeXp5pG3K5HG5ubg2Oqc/SpUuhUqlMt6CgoCbtAyIisWkq9FBnFAFgUCK6W00KSgsXLoREIrntLS0tDR999BFKS0uxaNGiBrc1ffp0zJo1C2PGjIFcLkd0dDQmTJhQW5RU/JPxFi1aBI1GY7plZ2eLXRIRUZPsTs9HjVFAV18XhLJ3EtFdsWvK4Hnz5mHKlCm3HRMWFobdu3dDrVZDoVCYPTZgwABMmjQJ69atg0QiwTvvvIO3334beXl58Pb2RkJCgmkbAODn53fL2Wn5+flQKpVwdHSETCaDTCard4yfn59pG9XV1SgpKTGbVbpxTH0UCsUt9RMRtSc7U2v/buRsEtHda1JQ8vb2hre39x3Hffjhh3jrrbdMP+fk5CAuLg4bN25EVFSU2ViZTIYOHToAAL755hvExMSYXiMmJgbbtm0zG79r1y7ExMQAAORyOfr374+EhASMHTsWAGA0GpGQkIBZs2YBAPr37w97e3skJCRg3LhxAID09HRkZWWZtkNEZG2q9AbsPVsIgEGJqDmaFJQaq2NH86tSu7i4AAA6deqEwMBAAMDVq1fx7bffYtiwYaiqqsKXX35pOn2/zowZM/Dxxx9j/vz5ePbZZ7F7925s2rQJW7duNY2Jj4/H5MmTMWDAAAwcOBDvv/8+ysvLMXXqVACASqXCtGnTEB8fDw8PDyiVSsyePRsxMTGIjo62xNsnIhLd72cLUak3oIObI3oGKMUuh6jdskhQaqx169bhlVdegSAIiImJQWJiIgYOHGh6PDQ0FFu3bsXcuXPxwQcfIDAwEJ999hni4uJMY8aPH4/CwkIsXrwYeXl5iIyMxI4dO8wWeK9cuRJSqRTjxo2DTqdDXFwcVq9e3arvlYioNe24frbbyJ6+bDJJ1AwSQRAEsYtoD7RaLVQqFTQaDZRK/uuMiNouvcGIAW/9Bk2lHhuej0Z0mKfYJRGJprnf3+KfXkZERC3q0MViaCr18HCW454QD7HLIWrXGJSIiKzMzuuH3WK7+0Am5WE3ouZgUCIisiJGo4BfT7EtAFFLYVAiIrIiJ65okKetgrNchns7e4ldDlG7x6BERGRF6g67DevmAwd7mcjVELV/DEpERFZk5w1tAYio+RiUiIisxPmCUlwoLIe9TILh4T5il0NkFRiUiIisxM7ri7gHdfKC0sFe5GqIrAODEhGRlag77Maz3YhaDoMSEZEVyCmpxInLGkgkwF96cH0SUUthUCIisgK/Xp9NGhDsDm9XhcjVEFkPBiUiIiuwk00miSyCQYmIqJ27Vl6NQ5nFABiUiFoagxIRUTv325l8GIwCuvsrEeThJHY5RFaFQYmIqJ3782w3LuImamkMSkRE7Vi5rga/n7sKgIfdiCyBQYmIqB3be7YQ1TVGdPRwQrifq9jlEFkdBiUionbsxsNuEolE5GqIrA+DEhFRO1VdY8TutAIAPOxGZCkMSkRE7ZT6QhFKq2rg5aJAv47uYpdDZJUYlIiI2qm6w25/6eELqZSH3YgsgUGJiKgdMhoF7Dpd142bbQGILIVBiYioHTqWfQ2FpTq4KuwwqJOX2OUQWS0GJSKidqju2m7Dw30gt+Nf5USWwt8uIqJ2RhCEG9oC8Gw3IktiUCIiamfS80txqagCcjsphnXzFrscIqvGoERE1M7sTK097Da4sxecFXYiV0Nk3RiUiOi2BEHAt8mXcehisdil0HU87EbUehiUiOi29p4txCubj+PZtYdRWqUXuxybl11cgdO5WkglwIjuPmKXQ2T1GJSI6LbWHsgEAJTpavD90SviFkOm2aR7Qjzg6aIQuRoi68egREQNyigsQ2J6oenndepMGI2CiBXRr6fqmkzysBtRa2BQIqIG/ff6bNKgTp5wVdjhQmE5/jh/Vdyi2qAqvQFXSiqRekWD388WIru4wiKvU1iqw+FLtWvFRrIbN1Gr4OkSRFQvbZUe3yZfBgD8bVhn/HYmH2sPZGLdgUwM7Wq9p6TrDUaUVOhRXF6N4vJqXKu4/t/yahRf/3Pd/dfKa8dV6g1m27CXSfDGw73wZFTHFq3ttzP5EASgdwcVAt2dWnTbRFQ/BiUiqtfmI5dRXm1AFx8X3NvZEx3cHbH2QCb2pBfgUlE5gj2dxS6xxXyx7yK+OngJRWU6aKtq7mob9jIJPJzlUNjJkFVcgVd/OInTuRosHtOzxTpn/3m2G2eTiFoLgxIR3cJgFLDu+mG3KfeGQCKRINTLGcO6eSMxvRD/VV/Ca2N6iFtkC7lSUoml289Ab/hz7ZVEArg52sPdWQ5PZzncneTwcJbD3VkOj+t/vvFnd2d7uCjsIJFIIAgCVidm4F+/puN/B7NwNr8Mqyf1g1czF16XVulx4HwRAK5PImpNDEpEdIvE9AJkFVdA6WCHR/t2MN0/eVAIEtMLselINuL/0tUqmh2u3nMeeoOAgSEeePux3vBwlkPlaA+ZVHJX25NIJJg5vDPC/Vzx8oYUHLpYjEc+3o//PN0fvTqo7rrOPemFqDYYEebljM4+Lne9HSJqGi7mJqJb1LUEmDCwI5zkf4ahoV28EerljNKqGnx/rP23CrhSUolNR7IBAPEju6Kzjws8nOV3HZJuNKK7L36cOQihXs64UlKJx9ccwC/Hc+56e3WH3Ub29INE0vz6iKhxGJSIyMy5/FL8ce4qpBLg6ehgs8ekUonpvv8eyIQgtO9WAXWzSTFhnogO82zx7Xf2ccWPM+/F0K7eqNIbMfubY1i+Iw2GJrZYqNIbkJhWAIDrk4haG4MSEZmpm036Sw9fBHncembV4wMC4SSX4VxBGQ5kFLVydS3nxtmkl2O7WOx1VI72+GLKPXhhaBgAYHViBp5bdxjaJnQ5P5BxFeXVBvgqFegT6GahSomoPgxKRGSiqdCbum9PGRRa7xilgz0e7x8I4M9Q1R5ZejbpRjKpBIse6I4PJkRCYSfFnvRCjF21HxmFZY16ft1FcEf28IO0BQ4LElHjMSgRkcmmI9mo1BsQ7ueK6DCPBsc9ExMCAEg4k2+x5oqW1FqzSTd7JLIDvp0xCP4qB1woLMfYVfuxJ73gts8xGAX8dobduInEwqBERACutwRQZwIApl5vCdCQzj4uGNzFC0YB+N/BS61UYctpzdmkm/UOVOHnWfdhQLA7Sqtq8Ozaw1izN6PB9V5HMotRVF4NlaM9om4TXonIMhiUiAhAbdfny9cq4eZkj0ciO9xx/OTrs0obDmejstpw+8FtiFizSTfydlVg/fRoTBwYBEEAlm1Pw8sbUurdjzuvX9ttRLgP7GX8K5uotfG3jogAAGv3ZwIAJg7sCAd72R3HDw/3QZCHIzSVevyY0n5aBYg5m3QjuZ0Ubz/aG/83thfspBL8fDwHf/3PAVwpqTSNEQTBrC0AEbU+BiUiwplcLdQXiiC74fT/O5FJJXgmOgQAsK6dtApoC7NJN5JIavf3/56LgoezHKlXtHjk4304nFl74dtTOVpcKamEg73Uqq+vR9SWMSgRkelyJaN6+iHAzbHRz3tiQBAc7WVIyytF0sViC1XXctrKbNLNosM88fOse9HDX4mrZdV48tODWJ+UhV+vzyYN6eINR/mdZ/mIqOUxKBHZuGvl1fjhepftKfeGNOm5Kid7PNqvdj3TujbeKqCtzSbdLNDdCd++GIPREf7QGwS8+sNJ/Of3CwB4thuRmBiUiGzchsPZ0NUY0TNAiQHB7k1+ft2i7p2n8szW17Q1/06snU2KDvNoU7NJN3KS2+HjiX3x97hukEgAXY0RMqkEI7r7iF0akc1iUCKyYTUGI74ytQQIvatriHXzc0VMmGebbhWQU1KJjYevzyaN6CpyNbdXd1HdzycPgKezHH/tHwg3J7nYZRHZLAYlIhv26+l85Giq4Oksx5gI/7vezuRBIQCADYeyUKVve60CVt8wmxTTqW3OJt3s/nBfHP5HLJaNixC7FCKbxqBEZMPqWgI8GdW4lgANie3ugw5ujrhWocfPx3NaqLqW0Z5mk27Gy5UQiY9BichGpV7R4FBmMeykEjzVyJYADbGTSfF0TO022lqrgPY4m0REbQeDEpGNqrug7YO9/eGrdGj29sYPCILCTopTOVocuXSt2dtrCe15NomI2gYGJSIbdLVMh59Tag+RNbUlQEPcneUYe/3SJ2vbSKsAziYRUXMxKBHZoA2HslBtMKJPoAp9g9xabLt1i7p3pOYhT1PVYtu9G5xNIqKWwKBEZGP0BiO+un4a/5R7Q+6qJUBDegQoMTDEAwajgK+TxG0VwNkkImoJDEpENmZ7ah7ytTp4uyowundAi2+/blZpfVIWdDXitArgbBIRtRQGJSIbs3b/RQDApKiOkNu1/F8BI3v6wl/lgKLyamw5ntvi228MziYRUUthUCKyIcezS3A0qwT2MgmejOpokdewl0lN7QbWqVu/VQBnk4ioJTEoEdmQurPRHooIgI9r81sCNGTCPUGQ20lx4rIGx7JLLPY69eFsEhG1JAYlIhtRUFqFLSdqWwLUrSOyFE8XBR6KqF3/tK4VWwVwNomIWhqDEpGNWJ+UBb1BQL+ObujTgi0BGjLlehjbdjIXBdrWaRXA2SQiamkMSkQ2oLrGiP8dzAIATLk3tFVes3egCv06ukFvEPB1UpbFX4+zSURkCRYNSiEhtT1abrwtW7bMbMyJEycwePBgODg4ICgoCMuXL79lO5s3b0Z4eDgcHBzQu3dvbNu2zexxQRCwePFi+Pv7w9HREbGxsTh37pzZmOLiYkyaNAlKpRJubm6YNm0aysrKWv5NE7VBW0/m4GqZDr5KBR7o5ddqr1sXytYfykJ1jdGir8XZJCKyBIvPKL355pvIzc013WbPnm16TKvVYuTIkQgODkZycjLeffddvP766/jkk09MYw4cOICJEydi2rRpOHbsGMaOHYuxY8ciNTXVNGb58uX48MMPsWbNGiQlJcHZ2RlxcXGoqvpzun/SpEk4deoUdu3ahS1btuD333/H888/b+m3TyQ6QRDw5f5MAMDT0cGwl7XeRPIDvfzg46pAYakO21Mt1yqAs0lEZDGCBQUHBwsrV65s8PHVq1cL7u7ugk6nM923YMECoVu3bqafn3jiCWH06NFmz4uKihJeeOEFQRAEwWg0Cn5+fsK7775rerykpERQKBTCN998IwiCIJw+fVoAIBw+fNg0Zvv27YJEIhGuXLnSqPei0WgEAIJGo2nUeKK2IvlSsRC8YIvQ5R/bhKulVa3++u/vOisEL9gijF21z2Kv8Y8fTgjBC7YI4/9zwGKvQUTtU3O/vy3+T8tly5bB09MTffv2xbvvvouamhrTY2q1GkOGDIFcLjfdFxcXh/T0dFy7ds00JjY21mybcXFxUKvVAICLFy8iLy/PbIxKpUJUVJRpjFqthpubGwYMGGAaExsbC6lUiqSkpHrr1ul00Gq1Zjei9mjt9dmkR/oEwNNF0eqvPzEqCPYyCY5lleC4BVoFcDaJiCzJokHppZdewoYNG7Bnzx688MILePvttzF//nzT43l5efD19TV7Tt3PeXl5tx1z4+M3Pq+hMT4+PmaP29nZwcPDwzTmZkuXLoVKpTLdgoKCmvTeidqCPE0Vtp2sPeRl6ZYADfFxdcDo3v4ALNMqgGuTiMiSmhyUFi5ceMsC7ZtvaWlpAID4+HgMGzYMERERmDFjBlasWIGPPvoIOp2uxd9IS1u0aBE0Go3plp2dLXZJRE32ddIl1BgFDAzxQK8OKtHqqAtpW07k4mpZy/3+czaJiCzNrqlPmDdvHqZMmXLbMWFhYfXeHxUVhZqaGmRmZqJbt27w8/NDfn6+2Zi6n/38/Ez/rW/MjY/X3efv7282JjIy0jSmoKDAbBs1NTUoLi42Pf9mCoUCCkXrH6YgailVegPWJ9W1BAgRtZa+Hd3RJ8gNx7NL8E1SFmaP6NIi2+VsEhFZWpNnlLy9vREeHn7b241rjm6UkpICqVRqOgwWExOD33//HXq93jRm165d6NatG9zd3U1jEhISzLaza9cuxMTEAABCQ0Ph5+dnNkar1SIpKck0JiYmBiUlJUhOTjaN2b17N4xGI6Kiopq6C4jahV+O56CovBoBKgeM7OF75ydY2JRBtdd/+1/SJegNTWsVUGMwokxXg8JSHbKKKpCeV4r9569yNomILK7JM0qNpVarkZSUhOHDh8PV1RVqtRpz587FU089ZQpBTz75JN544w1MmzYNCxYsQGpqKj744AOsXLnStJ2XX34ZQ4cOxYoVKzB69Ghs2LABR44cMbUQkEgkmDNnDt566y106dIFoaGheO211xAQEICxY8cCALp3745Ro0Zh+vTpWLNmDfR6PWbNmoUJEyYgICDAUruAyOLKdDXIKanElZJK5Fy/XblWiZySKpzJrT0B4emYENi1YkuAhjzY2x//b+sZ5Gt1mLfpONyc7FFZbUCF3oCqagMq9ddv1QZUmf3ZiOrbBCvOJhGRJUkEwTKX9j569Cj+9re/IS0tDTqdDqGhoXj66acRHx9vdkjrxIkTmDlzJg4fPgwvLy/Mnj0bCxYsMNvW5s2b8c9//hOZmZno0qULli9fjgcffND0uCAIWLJkCT755BOUlJTgvvvuw+rVq9G165//yiwuLsasWbPwyy+/QCqVYty4cfjwww/h4uLSqPej1WqhUqmg0WigVCqbuXeI7sxoFFBQqjMPQab/ViGnpBKaSv1tt+HuZI/d84bB3bn+Wd7W9t6v6fhw9/lmbcPRXgZHuQyO9jK4O9tj2WMRoq6/IqK2rbnf3xYLStaGQYlaw/7zV/Hx7vO4XFKBPE0V9IY7/3qqHO0R4OaIDm4O6ODmiIAbbl19XeDqYN8KlTdORXUN/p2YgSq9AY72MjhcDzx14cfh+p+d6v580+MKOykkEonYb4OI2pHmfn9b7NAbETXN1TIdZnyVjFLdn73GZFIJ/JR1AcgBHdz/DEF1ochF0X5+jZ3kdpg3spvYZRARNVr7+RuWyMqt+DUdpboa9AxQ4o2HeyLAzRE+roo2sb6IiMhWMSgRtQGpVzTYcP0Mrjce7okBIR4iV0REREArXBSXiG5PEAS8+ctpCALwcJ8AhiQiojaEQYlIZFtP5uJQZjEc7KVY+EC42OUQEdENGJSIRFSlN2DpttpL/swY2gkBbo4iV0RERDdiUCIS0Se/X8CVkkoEqBzwwpBOYpdDREQ3YVAiEklOSSVWJ9Y2X1z0YHc4ymUiV0RERDdjUCISyTs70lClN+KeEHeMifC/8xOIiKjVMSgRieBIZjF+SsmBRAIseagnu00TEbVRDEpErcxoFPDGL6cBAE/0D+J1yoiI2jAGJaJW9t3Ryzh5RQMXhR1eiePlPIiI2jIGJaJWVFqlxzs70gEAL43oDG9XhcgVERHR7TAoEbWiVXsycLVMh1AvZ0wZFCp2OUREdAcMSkStJPNqOb7YdxEA8M/R3SG3468fEVFbx7+piVrJ/9t2BtUGIwZ38cL94T5il0NERI3AoETUCvadu4pdp/Mhk0qweEwPtgMgImonGJSILKzGYMSbW04BAJ6ODkYXX1eRKyIiosZiUCKysPWHsnA2vwzuTvaYG9tV7HKIiKgJGJSILOhaeTVW/HoWABA/shtUTvYiV0RERE3BoERkQe//dhaaSj26+bpi4j1BYpdDRERNxKBEZCHpeaX4X1IWAGDxQz1gJ+OvGxFRe8O/uYksQBAE/N+W0zAYBcT19MW9nb3ELomIiO4CgxKRBfx2pgD7zl+FXCbFPx7sIXY5RER0lxiUiFqYrsaAt7aeBgA8NzgUHT2dRK6IiIjuFoMSUQv7cn8mLhVVwMdVgb8N7yx2OURE1AwMSkQtqKC0Ch8lnAMAzB8VDheFncgVERFRczAoEbWgd3eko7zagD6BKjzWt4PY5RARUTMxKBG1kBOXS7A5+TIAYPFDPSGV8npuRETtHYMSUQsQBAFv/FK7gPvRvh3QP9hd5IqIiKglMCgRtYCfj+cg+dI1ONrLsGBUuNjlEBFRC2FQImqmiuoaLNueBgCYObwT/FQOIldEREQthUGJqJn+q76EXE0VOrg54rnBYWKXQ0RELYhBiaiZfk7JAQDMur8zHOxlIldDREQtiUGJqBmyiipwOlcLmVSCuJ5+YpdDREQtjEGJqBm2p+YCAKJCPeDhLBe5GiIiamkMSkTNsD01DwDwQC/OJhERWSMGJaK7lKupREp2CSQS8LAbEZGVYlAiuks7r88m9e/oDh8lWwIQEVkjBiWiu1R32G0UD7sREVktBiWiu3C1TIfDmcUAeNiNiMiaMSgR3YVdp/NhFIDeHVQI8nASuxwiIrIQBiWiu8DDbkREtoFBiaiJNBV6HDh/FQCDEhGRtWNQImqi387ko8YooKuvCzp5u4hdDhERWRCDElET7ThVd9jNX+RKiIjI0hiUiJqgXFeD388WAmA3biIiW8CgRNQEe9ILoKsxItjTCeF+rmKXQ0REFsagRNQEO244200ikYhcDRERWRqDElEjVekN2JNWAAB4gOuTiIhsAoMSUSP9ce4qyqsN8Fc5oE+gSuxyiIioFTAoETXS9tRcALWXLOFhNyIi28CgRNQIeoMRv53OB8Cz3YiIbAmDElEjqDOKoK2qgZeLHANCPMQuh4iIWgmDElEj1F3b7S89/CCT8rAbEZGtYFAiugODUcCu07VBiYfdiIhsC4MS0R0cySzG1bJqqBztEdPJU+xyiIioFTEoEd1B3WG32O6+sJfxV4aIyJbwb32i2zAaBew89Wc3biIisi0MSkS3cfxyCXI1VXCWyzC4i5fY5RARUStjUCK6jR3XZ5OGh/vAwV4mcjVERNTaGJSIGiAIgukiuLy2GxGRbbJYUAoJCYFEIjG7LVu2zPR4VVUVpkyZgt69e8POzg5jx46tdzuJiYno168fFAoFOnfujLVr194yZtWqVQgJCYGDgwOioqJw6NAhs8erqqowc+ZMeHp6wsXFBePGjUN+fn5Lvl2yQmdyS3GpqAIKOymGdfMWuxwiIhKBRWeU3nzzTeTm5ppus2fPNj1mMBjg6OiIl156CbGxsfU+/+LFixg9ejSGDx+OlJQUzJkzB8899xx27txpGrNx40bEx8djyZIlOHr0KPr06YO4uDgUFBSYxsydOxe//PILNm/ejL179yInJwePPfaY5d44WYUd16/tNqSrN5wVdiJXQ0REYrDo3/6urq7w86v/TCFnZ2f8+9//BgDs378fJSUlt4xZs2YNQkNDsWLFCgBA9+7dsW/fPqxcuRJxcXEAgPfeew/Tp0/H1KlTTc/ZunUrvvjiCyxcuBAajQaff/451q9fj/vvvx8A8OWXX6J79+44ePAgoqOjW/ptk5WoW5/EJpNERLbLojNKy5Ytg6enJ/r27Yt3330XNTU1TXq+Wq2+ZbYpLi4OarUaAFBdXY3k5GSzMVKpFLGxsaYxycnJ0Ov1ZmPCw8PRsWNH05j66HQ6aLVasxvZjozCMpzNL4OdVIIR3X3FLoeIiERisRmll156Cf369YOHhwcOHDiARYsWITc3F++9916jt5GXlwdfX/MvKV9fX2i1WlRWVuLatWswGAz1jklLSzNtQy6Xw83N7ZYxeXl5Db720qVL8cYbbzS6VrIudYu4B3X2gsrRXuRqiIhILE2aUVq4cOEtC7RvvtUFlPj4eAwbNgwRERGYMWMGVqxYgY8++gg6nc4ib6SlLVq0CBqNxnTLzs4WuyRqRduvr0/iYTciItvWpBmlefPmYcqUKbcdExYWVu/9UVFRqKmpQWZmJrp169ao1/Pz87vl7LT8/HwolUo4OjpCJpNBJpPVO6ZubZSfnx+qq6tRUlJiNqt045j6KBQKKBSKRtVJ1iW7uAKpV7SQSoCRPXjYjYjIljUpKHl7e8Pb++5Ok05JSYFUKoWPj0+jnxMTE4Nt27aZ3bdr1y7ExMQAAORyOfr374+EhARTewGj0YiEhATMmjULANC/f3/Y29sjISEB48aNAwCkp6cjKyvLtB2iG9VdsmRgqAc8XRiWiYhsmUXWKKnVaiQlJWH48OFwdXWFWq3G3Llz8dRTT8Hd3d007vTp06iurkZxcTFKS0uRkpICAIiMjAQAzJgxAx9//DHmz5+PZ599Frt378amTZuwdetW0zbi4+MxefJkDBgwAAMHDsT777+P8vJy01lwKpUK06ZNQ3x8PDw8PKBUKjF79mzExMTwjDeqV91FcEf15GE3IiJbZ5GgpFAosGHDBrz++uvQ6XQIDQ3F3LlzER8fbzbuwQcfxKVLl0w/9+3bF0BtR2QACA0NxdatWzF37lx88MEHCAwMxGeffWZqDQAA48ePR2FhIRYvXoy8vDxERkZix44dZgu8V65cCalUinHjxkGn0yEuLg6rV6+2xFundq5AW4XkS9cAAKPYjZuIyOZJhLpUQrel1WqhUqmg0WigVCrFLocs5Ct1Jl776RT6dnTDD3+7V+xyiIiomZr7/c1rvRHdYHsqm0wSEdGfGJSIrisur0bSxWIAwKiePOxGREQMSkQmv53Oh8EooIe/Eh09ncQuh4iI2gAGJaLr2GSSiIhuxqBEBEBbpce+81cBAA/0ZlAiIqJaDEpEAHafKYDeIKCTtzM6+7iKXQ4REbURDEpE+PMiuA+wdxIREd2AQYlsXkV1DRLPFgAARnF9EhER3YBBiWze3vRCVOmNCPJwRM8ANhMlIqI/MSiRzbvx2m4SiUTkaoiIqC1hUCKbpqsxYHda3WE3rk8iIiJzDEpk0/afv4oyXQ18lQr0DXITuxwiImpjGJTIpm0/+edhN6mUh92IiMgcgxLZLL3BiF1n8gEAcTzbjYiI6sGgRDbr0MVilFTo4eEsx8AQD7HLISKiNohBiWxW3bXdRvbwhZ2MvwpERHQrfjuQTTIaBew8xcNuRER0ewxKZJMOZxajsFQHVwc73NvJS+xyiIiojWJQIpu0Tp0JAHiglx/kdvw1ICKi+vEbgmxOdnGF6SK4z94XKnI1RETUljEokc35fN9FGAVgcBcvhPvx2m5ERNQwBiWyKZoKPTYdyQYATB8cJnI1RETU1jEokU1ZfygLFdUGhPu5YnAXLuImIqLbY1Aim1FdY8TaAxcBANPuC4VEwkuWEBHR7TEokc3YciIH+VodvF0VeDgyQOxyiIioHWBQIpsgCAI+/aN2NmnKoBAo7GQiV0RERO0Bg1IbkFVUIXYJVu9ARhHO5GrhaC/DpKiOYpdDRETtBIOSyC4VlWP4ikRM+uwg1BlFEARB7JKs0qd/XAAA/HVAINyc5CJXQ0RE7YWd2AXYuiOZ1yABsP98EfafL0L/YHfMGt4Zw7p5c7FxCzmXX4rE9EJIJMCz97LBJBERNR5nlEQ2rn8gEv8+DM/EBENuJ0XypWuYuvYwxny0D9tP5sJo5AxTc312fW3SyB6+CPFyFrkaIiJqTyQCj/U0ilarhUqlgkajgVJpmW7OBdoqfPrHBXydVNvrBwC6+Lhg5vDOGBPhDzsZc21TFZbqcO+y3ag2GPHtjBgMCPEQuyQiImpFzf3+5jdvG+KjdMA/RvfA/gX346X7O8PVwQ7nCsowZ2MK7l+xF98cyoKuxiB2me3KV+pMVBuMiAxyQ/9gd7HLISKidoYzSo3UGjNKt7xmlR5fqS/h830XUVxeDQDwVzng+SFhmHBPRzjKeYr77VRWGzBoWQKuVeix6sl+GB3hL3ZJRETUyjijZMWUDvaYObwz9i0Yjn+O7g5fpQK5miq88ctpDF6+G/9OzECZrkbsMtus745exrUKPQLdHRHX01fscoiIqB1iUGoHnOR2eG5wGH6fPxz/79FeCHR3xNWyaryzIw33LtuNlbvOoqSiWuwy2xSjUcAX+2oXcT97byjXdxER0V3hobdGEuPQW0P0BiN+TsnBqsTzuFBYDgBwlsvwVEwwnrsvDN6uClHrawt2nc7H9P8egauDHdSLRsBFwU4YRES2iIfebJC9TIpx/QOxa+5QfPxkX4T7uaK82oD/7L2A+97ZjT3pBWKXKLq6BpNPRnVkSCIiorvGoNSOyaQSjIkIwPaXB+PzyQMQEaiCrsaIlbvOil2aqE5cLsGhi8Wwk0owZVCI2OUQEVE7xqBkBSQSCUZ098WXU+6BTCrBicsaZBSWiV2WaOoufvtQnwD4qxxFroaIiNozBiUr4umiwNCu3gCAn45dEbkacVwpqcS2k7kAgOcG83IlRETUPAxKVmZs3w4AgB9SrtjkBXbX7r8Ig1HAoE6e6BmgErscIiJq5xiUrMxfuvvCWS5DdnEljmZdE7ucVlVapceGQ9kAgOmDw0SuhoiIrAGDkpVxlMsQ18sPAPCDjR1+23g4G6W6GnTydjYdgiQiImoOBiUr9Oj1w29bTuSiusYocjWto8ZgxJf7MwEAzw0Og1QqEbcgIiKyCgxKVmhQJy94uypQUqHH3rOFYpfTKral5uFKSSU8neWmoEhERNRcDEpWSCaV4JE+AQCAH23g8JsgCPjseoPJp2OC4WDPiwUTEVHLYFCyUnVnv+06kw9tlV7kaizr0MVinLisgcJOiqejg8Uuh4iIrAiDkpXqGaBEFx8XVNcYsSM1T+xyLKquweRj/QLh6cLr3BERUcthULJSEonENKtkzYffLhSWISEtHwAw7T42mCQiopbFoGTFHomsXaekvlCEXE2lyNVYxuf7LkIQgBHhPujs4yJ2OUREZGUYlKxYoLsTBoZ6QBCAn1NyxC6nxRWXV+Pb5MsAalsCEBERtTQGJSs3NvL6JU2s8PDb/w5egq7GiF4dlIgO8xC7HCIiskIMSlZudG9/yGVSpOWV4kyuVuxyWkyV3oD/qjMB1F6uRCJhg0kiImp5DEpWTuVkj+HhtZfz+DHFemaVfkq5gqtl1fBXOeDB3v5il0NERFaKQckG1HWq/ulYDoxGQeRqmq+2wWRtS4Cp94bAXsaPMRERWQa/YWzAsG4+UDrYIU9bhYMXi8Qup9kSzxbiXEEZXBR2mDCwo9jlEBGRFWNQsgEO9jKMjqg9PPXTsfZ/9lvd5UrG3xMEpYO9yNUQEZE1Y1CyEXVnv207mYsqvUHkau7eqRwN9p8vgkwqwdR7Q8Quh4iIrByDko24J8QDHdwcUaqrwe60ArHLuSuCIODT32tnkx7o5YdAdyeRKyIiImtnJ3YB1DqkUgkeiQzA6sQM/HDsSrs4U0wQBFwqqoD6QhHUGUU4eKEIBaU6ALUtAYiIiCyNQcmGjO3bAasTM5CYXoBr5dVwd5aLXdItsosroM4ogvpCbTDK1VSZPS6XSTHl3hD0CXITp0AiIrIpDEo2pKuvK3r4K3E6V4utJ3PxVHSw2CXhSkmlabZInVGEKyXm16Szl0kQGeSGmDBPRHfyRL+O7nCwl4lULRER2RoGJRvzaN8OOJ2rxY/HrogSlPI0VVBfuIqDGcVQXyhCVnGF2eN2Ugn6BLkhOswDMWFe6B/sDkc5gxEREYnDoou5Q0JCIJFIzG7Lli0zPZ6YmIhHHnkE/v7+cHZ2RmRkJL7++utbtrN582aEh4fDwcEBvXv3xrZt28weFwQBixcvhr+/PxwdHREbG4tz586ZjSkuLsakSZOgVCrh5uaGadOmoayszDJvvA17ODIAEglw5NI1ZN8UUizlxOUSLPr+JIb/KxHRSxMwd+NxbDySjaziCsiktTNGM4Z2wrpnB+L4kpH47sVB+HtcOO7r4sWQREREorL4jNKbb76J6dOnm352dXU1/fnAgQOIiIjAggUL4Ovriy1btuCZZ56BSqXCmDFjTGMmTpyIpUuXYsyYMVi/fj3Gjh2Lo0ePolevXgCA5cuX48MPP8S6desQGhqK1157DXFxcTh9+jQcHBwAAJMmTUJubi527doFvV6PqVOn4vnnn8f69estvQvaFF+lA+7t5IV956/ip5QrmHV/F4u+3rn8Uoz/z0FUXm9JIJUAvTqoEB3miZgwTwwIcYcreyEREVEbJREEwWLXtAgJCcGcOXMwZ86cRj9n9OjR8PX1xRdffAEAGD9+PMrLy7FlyxbTmOjoaERGRmLNmjUQBAEBAQGYN28eXnnlFQCARqOBr68v1q5diwkTJuDMmTPo0aMHDh8+jAEDBgAAduzYgQcffBCXL19GQEDAHevSarVQqVTQaDRQKpVN2Attz7fJl/HK5uPo5O2M3+KHWuyCshXVNXjk4/04V1CGAcHumDG0E+4J9YDKkcGIiIhaR3O/vy3eR2nZsmXw9PRE37598e6776Kmpua24zUaDTw8PEw/q9VqxMbGmo2Ji4uDWq0GAFy8eBF5eXlmY1QqFaKiokxj1Go13NzcTCEJAGJjYyGVSpGUlFRvHTqdDlqt1uxmLeJ6+sLBXoqMwnKkXrHM+xIEAf/8MRXnCsrgq1RgzdP9EdvDlyGJiIjaFYsGpZdeegkbNmzAnj178MILL+Dtt9/G/PnzGxy/adMmHD58GFOnTjXdl5eXB19fX7Nxvr6+yMvLMz1ed9/txvj4+Jg9bmdnBw8PD9OYmy1duhQqlcp0CwoKauS7bvtcHezxlx5+AIAfjl2xyGtsPnIZ3x+9AqkE+HBCX3i5KCzyOkRERJbU5KC0cOHCWxZo33xLS0sDAMTHx2PYsGGIiIjAjBkzsGLFCnz00UfQ6XS3bHfPnj2YOnUqPv30U/Ts2bP576yZFi1aBI1GY7plZ2eLXVKLerRv7eHGn4/noMZgbNFtn8nV4rWfUgEA80Z2Q1SYZ4tun4iIqLU0eTH3vHnzMGXKlNuOCQurv2tyVFQUampqkJmZiW7dupnu37t3Lx566CGsXLkSzzzzjNlz/Pz8kJ+fb3Zffn4+/Pz8TI/X3efv7282JjIy0jSmoMD8sh01NTUoLi42Pf9mCoUCCoX1zoIM7uIND2c5rpbpsD+jCEO7erfIdst0NZj59VHoaowY1s0bLw7t1CLbJSIiEkOTZ5S8vb0RHh5+25tcXn/H55SUFEilUrPDYImJiRg9ejTeeecdPP/887c8JyYmBgkJCWb37dq1CzExMQCA0NBQ+Pn5mY3RarVISkoyjYmJiUFJSQmSk5NNY3bv3g2j0YioqKim7gKrYC+TYkxEbbD8sYUOvwmCgFe/P4kLV8vhr3LAe09EQiq1zEJxIiKi1mCx9gBqtRpJSUkYPnw4XF1doVarMXfuXDz11FNwd3cHUHu4bcyYMXj55Zcxbtw403ohuVxuWtD98ssvY+jQoVixYgVGjx6NDRs24MiRI/jkk08AABKJBHPmzMFbb72FLl26mNoDBAQEYOzYsQCA7t27Y9SoUZg+fTrWrFkDvV6PWbNmYcKECY06481aje3bAf9VX8KO1Dy8NbYGzormfRzWH8rCz8dzIJNK8NHEvvBog5dIISIiahLBQpKTk4WoqChBpVIJDg4OQvfu3YW3335bqKqqMo2ZPHmyAOCW29ChQ822tWnTJqFr166CXC4XevbsKWzdutXscaPRKLz22muCr6+voFAohBEjRgjp6elmY4qKioSJEycKLi4uglKpFKZOnSqUlpY2+v1oNBoBgKDRaJq+M9ooo9EoDFm+WwhesEX44ejlZm3r5OUSocs/tgnBC7YIaxLPt1CFREREzdPc72+L9lGyJtbUR+lGK3edxQcJ5zCsmzfWTh14V9sordLjoY/2IbOoAiPCffDpMwN4yI2IiNqENt9Hidq2sX07AAD+OHcVhaW3no14J4IgYOF3J5FZVIEObo5Y8UQfhiQiIrIaDEo2LtTLGZFBbjAYBWw5kdPk5/9XfQlbT+bCXibBx0/2hZsT1yUREZH1YFAiPHp9VqmpZ7+duFyCt7aeBgAsfKA7+nZ0b/HaiIiIxMSgRBgT4Q+ZVILjlzXIKCxr1HM0lXrMXH8UeoOAuJ6+ePbeEMsWSUREJAIGJYKniwJDungBAH5qxKySIAiY/+1xZBdXIsjDEcsf72OxC+sSERGJiUGJAPy5qPuHlCu404mQX+zPxM5T+ZDLpFj1ZD9e6JaIiKwWgxIBAEb28IOzXIbs4koczbrW4LhjWdewdNsZAMA/RndHRKBbK1VIRETU+hiUCADgKJchrlftde9+PFb/2W8lFdWYtf4YaowCRvf2xzMxwa1ZIhERUatjUCKTurPftpzIQXWN0ewxo1HAvE3HcaWkEsGeTlg6rjfXJRERkdVjUCKTQZ284O2qwLUKPX4/W2j22Kd/XEBCWgHkdrXrkpQOXJdERETWj0GJTGRSCR7pU3uR4B9S/jz77UhmMZbvTAcALHmoB3p1UIlSHxERUWtjUCIzdWe//XY6H9oqPYrLa9clGYwCHu4TgCcHdhS5QiIiotZjJ3YB1Lb0DFCii48LzhWUYfvJXGw7mYc8bRXCvJzx9mNcl0RERLaFM0pkRiKRmGaV3vzlNPaeLYTCTopVk/rBRcFcTUREtoVBiW7xSGTtOqXyagMA4M1HeqK7v1LMkoiIiETBoES3CHR3QlSoBwDgsb4d8MSAIJErIiIiEgePpVC9/vXXPkg8W4i/9g/kuiQiIrJZDEpUryAPJzwdzc7bRERk23jojYiIiKgBDEpEREREDWBQIiIiImoAgxIRERFRAxiUiIiIiBrAoERERETUAAYlIiIiogYwKBERERE1gEGJiIiIqAEMSkREREQNYFAiIiIiagCDEhEREVEDGJSIiIiIGmAndgHthSAIAACtVityJURERNRYdd/bdd/jTcWg1EilpaUAgKCgIJErISIioqYqLS2FSqVq8vMkwt1GLBtjNBqRk5MDV1dXSCSSFt22VqtFUFAQsrOzoVQqW3Tb1DDud3Fwv4uD+10c3O+t7+Z9LggCSktLERAQAKm06SuOOKPUSFKpFIGBgRZ9DaVSyV8kEXC/i4P7XRzc7+Lgfm99N+7zu5lJqsPF3EREREQNYFAiIiIiagCDUhugUCiwZMkSKBQKsUuxKdzv4uB+Fwf3uzi431tfS+9zLuYmIiIiagBnlIiIiIgawKBERERE1AAGJSIiIqIGMCgRERERNYBBSWSrVq1CSEgIHBwcEBUVhUOHDoldklV7/fXXIZFIzG7h4eFil2V1fv/9dzz00EMICAiARCLBjz/+aPa4IAhYvHgx/P394ejoiNjYWJw7d06cYq3Infb7lClTbvn8jxo1SpxircjSpUtxzz33wNXVFT4+Phg7dizS09PNxlRVVWHmzJnw9PSEi4sLxo0bh/z8fJEqtg6N2e/Dhg275TM/Y8aMJr0Og5KINm7ciPj4eCxZsgRHjx5Fnz59EBcXh4KCArFLs2o9e/ZEbm6u6bZv3z6xS7I65eXl6NOnD1atWlXv48uXL8eHH36INWvWICkpCc7OzoiLi0NVVVUrV2pd7rTfAWDUqFFmn/9vvvmmFSu0Tnv37sXMmTNx8OBB7Nq1C3q9HiNHjkR5eblpzNy5c/HLL79g8+bN2Lt3L3JycvDYY4+JWHX715j9DgDTp083+8wvX768aS8kkGgGDhwozJw50/SzwWAQAgIChKVLl4pYlXVbsmSJ0KdPH7HLsCkAhB9++MH0s9FoFPz8/IR3333XdF9JSYmgUCiEb775RoQKrdPN+10QBGHy5MnCI488Iko9tqSgoEAAIOzdu1cQhNrPt729vbB582bTmDNnzggABLVaLVaZVufm/S4IgjB06FDh5ZdfbtZ2OaMkkurqaiQnJyM2NtZ0n1QqRWxsLNRqtYiVWb9z584hICAAYWFhmDRpErKyssQuyaZcvHgReXl5Zp99lUqFqKgofvZbQWJiInx8fNCtWze8+OKLKCoqErskq6PRaAAAHh4eAIDk5GTo9Xqzz3x4eDg6duzIz3wLunm/1/n666/h5eWFXr16YdGiRaioqGjSdnlRXJFcvXoVBoMBvr6+Zvf7+voiLS1NpKqsX1RUFNauXYtu3bohNzcXb7zxBgYPHozU1FS4urqKXZ5NyMvLA4B6P/t1j5FljBo1Co899hhCQ0ORkZGBV199FQ888ADUajVkMpnY5VkFo9GIOXPm4N5770WvXr0A1H7m5XI53NzczMbyM99y6tvvAPDkk08iODgYAQEBOHHiBBYsWID09HR8//33jd42gxLZlAceeMD054iICERFRSE4OBibNm3CtGnTRKyMyPImTJhg+nPv3r0RERGBTp06ITExESNGjBCxMusxc+ZMpKamcu1jK2tovz///POmP/fu3Rv+/v4YMWIEMjIy0KlTp0Ztm4feROLl5QWZTHbLWQ/5+fnw8/MTqSrb4+bmhq5du+L8+fNil2Iz6j7f/OyLLywsDF5eXvz8t5BZs2Zhy5Yt2LNnDwIDA033+/n5obq6GiUlJWbj+ZlvGQ3t9/pERUUBQJM+8wxKIpHL5ejfvz8SEhJM9xmNRiQkJCAmJkbEymxLWVkZMjIy4O/vL3YpNiM0NBR+fn5mn32tVoukpCR+9lvZ5cuXUVRUxM9/MwmCgFmzZuGHH37A7t27ERoaavZ4//79YW9vb/aZT09PR1ZWFj/zzXCn/V6flJQUAGjSZ56H3kQUHx+PyZMnY8CAARg4cCDef/99lJeXY+rUqWKXZrVeeeUVPPTQQwgODkZOTg6WLFkCmUyGiRMnil2aVSkrKzP7F9vFixeRkpICDw8PdOzYEXPmzMFbb72FLl26IDQ0FK+99hoCAgIwduxY8Yq2Arfb7x4eHnjjjTcwbtw4+Pn5ISMjA/Pnz0fnzp0RFxcnYtXt38yZM7F+/Xr89NNPcHV1Na07UqlUcHR0hEqlwrRp0xAfHw8PDw8olUrMnj0bMTExiI6OFrn69utO+z0jIwPr16/Hgw8+CE9PT5w4cQJz587FkCFDEBER0fgXatY5c9RsH330kdCxY0dBLpcLAwcOFA4ePCh2SVZt/Pjxgr+/vyCXy4UOHToI48ePF86fPy92WVZnz549AoBbbpMnTxYEobZFwGuvvSb4+voKCoVCGDFihJCeni5u0Vbgdvu9oqJCGDlypODt7S3Y29sLwcHBwvTp04W8vDyxy2736tvnAIQvv/zSNKayslL429/+Jri7uwtOTk7Co48+KuTm5opXtBW4037PysoShgwZInh4eAgKhULo3Lmz8Pe//13QaDRNeh3J9RcjIiIioptwjRIRERFRAxiUiIiIiBrAoERERETUAAYlIiIiogYwKBERERE1gEGJiIiIqAEMSkREREQNYFAiIiIiagCDEhEREVEDGJSIiIiIGsCgRERERNQABiUiIiKiBvx/z5xu+ZEP0/0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot the training process\n", "training_log = pd.read_csv(RL_PATH + 'monitor.csv', skiprows=1)\n", @@ -78,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -110,22 +678,22 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 15, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -161,7 +729,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -180,7 +748,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -200,9 +768,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.9376004896108261" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# how much energy did we save by utilizing the battery?\n", "electricity_consumption / baseline_electricity_consumption" diff --git a/tests/test_building_simulation.py b/tests/test_building_simulation.py index 901fd91..8a2c879 100644 --- a/tests/test_building_simulation.py +++ b/tests/test_building_simulation.py @@ -2,12 +2,14 @@ def test_energy_consumption_is_trimmed_to_0(): - sim = BuildingSimulation() - # Setting load of next time step to 0kWh - sim.electricity_load_profile = [0] - # Setting solar generation of next time step to 100kWh - sim.solar_generation_profile = [100] + sim = BuildingSimulation(electricity_load_profile=[0], solar_generation_profile=[100]) # Don´t charge the battery, meaning don´t do anything with the 100kWh energy we gained from the solar system. electricity_consumption, excess_energy = sim.simulate_one_step(0) # Still the consumption is 0, as we loose excess electricity which we do not use to charge the battery. assert electricity_consumption == 0 + + +def test_simulation_reads_default_data_profiles(): + sim = BuildingSimulation() + assert len(sim.electricity_load_profile) == 8760 + assert len(sim.solar_generation_profile) == 8760 diff --git a/tests/test_environment.py b/tests/test_environment.py index 7213b37..9bd50ba 100644 --- a/tests/test_environment.py +++ b/tests/test_environment.py @@ -1,45 +1,62 @@ +from building_energy_storage_simulation.building_simulation import BuildingSimulation + from building_energy_storage_simulation import Environment +import pytest + +@pytest.fixture(scope='module') +def building_simulation(): + return BuildingSimulation(electricity_load_profile=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10], + solar_generation_profile=[10, 9, 8, 7, 6, 5, 4, 3, 2, 1], + max_battery_charge_per_timestep=20) -def test_environment_noop_step(): + +def test_environment_noop_step(building_simulation): """ Perfect forecast of energy consumption of time step t+1 equals the actual energy consumption of that time step if the energy is not charged or discharged. """ - env = Environment() + env = Environment(building_simulation=building_simulation, num_forecasting_steps=3, max_timesteps=6) initial_obs = env.reset() obs = env.step(0) assert initial_obs[0][2] == obs[0][1] -def test_terminated_at_timelimit_reached(): - env = Environment(max_timesteps=10) +def test_terminated_at_timelimit_reached(building_simulation): + env = Environment(building_simulation=building_simulation, num_forecasting_steps=0, max_timesteps=9) env.reset() - for i in range(11): + for i in range(10): obs, reward, terminated, trunc, info = env.step(0) - print(terminated) assert terminated is True -def test_observation_size(): - env = Environment(num_forecasting_steps=4) +def test_observation_size(building_simulation): + env = Environment(building_simulation=building_simulation, max_timesteps=5, num_forecasting_steps=4) initial_obs, info = env.reset() obs, reward, terminated, trunc, info = env.step(0) assert len(obs) == 9 -def test_initial_obs_step_obs_same_size(): - env = Environment(num_forecasting_steps=4) +def test_initial_obs_step_obs_same_size(building_simulation): + env = Environment(building_simulation=building_simulation, max_timesteps=5, num_forecasting_steps=4) initial_obs, info = env.reset() obs, reward, terminated, trunc, info = env.step(0) assert len(obs) == len(initial_obs) -def test_max_battery_charge_per_timestep(): - MAX_BATTERY_CHARGE = 20 - env = Environment(max_battery_charge_per_timestep=MAX_BATTERY_CHARGE) +def test_max_battery_charge_per_timestep(building_simulation): + env = Environment(building_simulation=building_simulation, max_timesteps=5, num_forecasting_steps=4) initial_obs, info = env.reset() obs, reward, terminated, trunc, info = env.step(1) # Position 0 in observation is the state_of_charge. Check, if the state of charge increased by MAX_BATTERY_CHARGE # when fully charging - assert obs[0] == initial_obs[0] + MAX_BATTERY_CHARGE + assert obs[0] == initial_obs[0] + 20 + + +def test_reset(building_simulation): + env = Environment(building_simulation=building_simulation, max_timesteps=5, num_forecasting_steps=4) + env.reset() + env.step(1) + env.reset() + assert env.building_simulation.step_count == 0 + assert env.building_simulation.battery.state_of_charge == 0 From 9bc2ea383c41f322c7a2787f46063fe8e34fca33 Mon Sep 17 00:00:00 2001 From: tobirohrer Date: Sun, 24 Sep 2023 22:06:30 +0200 Subject: [PATCH 4/4] version bump --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 092bebb..82d075f 100644 --- a/setup.py +++ b/setup.py @@ -4,7 +4,7 @@ long_description = (this_directory / "README.md").read_text() setup(name='building_energy_storage_simulation', - version='0.6.0', + version='0.7.0', description='A simulation of a building to optimize energy storage utilization.', long_description=long_description, long_description_content_type='text/markdown',