From 59e6968aaffcb4541babc50ccfcb3db00654936d Mon Sep 17 00:00:00 2001 From: "Marco A. Lopez-Sanchez" Date: Sat, 7 Jul 2018 16:13:20 +0200 Subject: [PATCH] minor issues new release --- DOCS/quick_tutorial.md | 96 -- GrainSizeTools_script.py | 2 +- data_set.txt | 2662 ++++++++++++++++++++++++++++++++++++++ piezometers.py | 2 +- 4 files changed, 2664 insertions(+), 98 deletions(-) delete mode 100644 DOCS/quick_tutorial.md create mode 100644 data_set.txt diff --git a/DOCS/quick_tutorial.md b/DOCS/quick_tutorial.md deleted file mode 100644 index 5c77f1e..0000000 --- a/DOCS/quick_tutorial.md +++ /dev/null @@ -1,96 +0,0 @@ -GST script quick tutorial -------------- - -> This is a quick tutorial showing typical commands to interact with the GST script -> in the shell. You can copy and paste the command lines directly into the shell. -> Variable names have been chosen for convenience, but you can use any other name if desired. -> The commands below require the v1.4.3 or higher. - -#### Loading the data and extracting the areas of the grain profiles - -```python -# The automatic (preferred) mode -areas = extract_areas() - -# Using the automatic mode but defining a column name different from the default 'Area' -areas = extract_areas(file_path='auto', col_name='the name of the column to be extracted') - -# The manual mode: Defining the file path -areas = extract_areas('C:/...yourFileLocation.../nameOfTheFile.csv') - -# Loading data from a single-column text file (the skip_header parameter is optional) -areas = np.genfromtxt('C:/yourFileLocation/nameOfTheFile.txt', skip_header=1) -``` - -#### Estimating the apparent diameters from the areas of the grain profiles - -```python -# Estimating the equivalent circular diameter from the grain profiles areas -diameters = calc_diameters(areas) - -# Using the diameter correction -diameters = calc_diameters(areas, correct_diameter=0.05) # 0.05 microns will be added -``` - -#### *Obtaining apparent grain size measures* - -```python -# Default mode (linear grain size distribution, automatic bin size or number of classes) -find_grain_size(areas, diameters) - -# Using the area-weighted grain size with automatic bin size -find_grain_size(areas, diameters, plot='area') - -# Using the logarithmic grain size with automatic bin size -find_grain_size(areas, diameters, plot='log') - -# Using the square-root grain size with automatic bin size -find_grain_size(areas, diameters, plot='sqrt') - -# Using a specific plug-in method for estimating the optimal bin size or number of classes -# Plug-in methods include: Freedman-Diaconis:'fd', Scott:'scott', Rice:'rice', -# Sturges:'sturges', Doane:'doane', and square-root:'sqrt' bin sizes -find_grain_size(areas, diameters, plot='lin', binsize='doane') - -# Using an ad hoc bin size -find_grain_size(areas, diameters, plot='lin', binsize=10.0) -``` - -#### *Estimate differential stresses using paleopizometers* - -```python -# Estimate differential stress using quartz and the piezometric -# piezometer of Stipp and Tullis (2003) -quartz_piezometer(grain_size=9.0, piezometer='Stipp_Tullis') - -# Estimate differential stress using olivine and the piezometric -# piezometer of Jung and Karato (2001) -olivine_piezometer(grain_size=9.0, piezometer='Jung_Karato') - -# Estimate differential stress in other mineral/materials -# piezometer of Rutter (1995) -other_piezometer(grain_size=9.0, piezometer='calcite_Rutter_SGR') -``` - -#### *Derive the actual 3D grain size distribution from the apparent grain size distribution* - -```python -# Using the Saltykov method with ad hoc number of classes -# if numbins is not declared is set to ten classes by default -derive3D(diameters, numbins=12) - -# Estimating the volume of a particular grain size fraction -derive3D(diameters, numbins=12, set_limit=40) - -# Using the two-step method -derive3D(diameters, numbins=12, set_limit=None, fit=True) - -# Using ad hoc initial guess values for correcting a wrong fit -# The script will ask you about the new guessing values -derive3D(diameters, numbins=12, set_limit=None, fit=True, initial_guess=True) -``` - -[next section](https://github.com/marcoalopez/GrainSizeTools/blob/master/DOCS/imageJ_tutorial.md) -[table of contents](https://github.com/marcoalopez/GrainSizeTools/blob/master/DOCS/tableOfContents.md) - ----------- diff --git a/GrainSizeTools_script.py b/GrainSizeTools_script.py index af65b57..aa422ab 100644 --- a/GrainSizeTools_script.py +++ b/GrainSizeTools_script.py @@ -217,7 +217,7 @@ def calc_grain_size(diameters, areas=None, plot='lin', binsize='auto', bandwidth return tools.calc_areaweighted_grainsize(areas, diameters, binsize) else: - raise ValueError("The type of plot has been misspelled, please use 'lin', 'log', 'sqrt', 'norm', or 'area'") + raise ValueError("The type of plot has been misspelled, please use 'lin', 'log', 'log10', sqrt', 'norm', or 'area'") def Saltykov(diameters, numbins=10, calc_vol=None, text_file=None, return_data=False, left_edge=0): diff --git a/data_set.txt b/data_set.txt new file mode 100644 index 0000000..dc073e2 --- /dev/null +++ b/data_set.txt @@ -0,0 +1,2662 @@ + Area Circ. Feret FeretX FeretY FeretAngle MinFeret AR Round Solidity +1 157.250 0.680 18.062 1535.000 0.500 131.634 13.500 1.101 0.908 0.937 +2 2059.750 0.771 62.097 753.500 16.500 165.069 46.697 1.314 0.761 0.972 +3 1961.500 0.842 57.871 727.000 65.000 71.878 46.923 1.139 0.878 0.972 +4 5428.500 0.709 114.657 1494.500 83.500 19.620 63.449 1.896 0.528 0.947 +5 374.000 0.699 29.262 2328.000 34.000 33.147 16.000 1.515 0.660 0.970 +6 606.750 0.645 42.521 2293.500 19.500 131.186 20.829 2.021 0.495 0.946 +7 1105.250 0.682 52.787 2247.000 35.500 174.019 29.766 1.741 0.574 0.955 +8 800.750 0.744 42.030 2405.000 57.500 32.367 29.009 1.498 0.667 0.955 +9 1848.250 0.782 60.618 814.500 32.500 118.045 44.729 1.306 0.765 0.972 +10 1916.000 0.744 59.112 2327.000 35.500 125.707 44.136 1.357 0.737 0.932 +11 737.250 0.793 35.920 2441.000 36.000 141.216 27.507 1.233 0.811 0.957 +12 774.750 0.649 47.011 665.000 51.000 178.781 23.826 1.753 0.570 0.945 +13 4460.750 0.785 87.116 2299.000 42.000 92.961 72.408 1.149 0.870 0.966 +14 3352.500 0.809 74.475 728.000 65.500 147.057 58.971 1.205 0.830 0.971 +15 1540.000 0.839 53.397 2363.000 83.500 46.138 41.496 1.188 0.842 0.977 +16 353.250 0.650 30.700 801.000 80.500 83.454 15.290 2.075 0.482 0.935 +17 1446.000 0.796 52.010 663.500 104.000 88.898 40.558 1.154 0.866 0.948 +18 1510.500 0.814 52.738 708.000 105.500 84.560 41.366 1.107 0.903 0.963 +19 772.250 0.720 44.944 2401.000 79.000 20.854 24.596 1.781 0.561 0.956 +20 1313.250 0.824 48.765 2445.000 90.000 15.461 39.888 1.195 0.837 0.969 +21 2772.500 0.667 85.537 1514.500 87.500 1.675 44.226 2.096 0.477 0.971 +22 274.000 0.720 24.546 2443.000 89.000 86.496 17.463 1.383 0.723 0.934 +23 2627.500 0.797 65.401 801.500 82.000 143.393 56.452 1.123 0.890 0.976 +24 91.000 0.673 15.524 2389.500 88.000 14.931 8.496 1.654 0.604 0.867 +25 2115.500 0.825 65.521 2398.000 93.000 164.055 45.717 1.444 0.692 0.976 +26 1753.250 0.792 63.295 685.000 83.500 99.090 39.169 1.490 0.671 0.968 +27 568.500 0.808 31.851 1494.000 85.000 137.545 25.246 1.236 0.809 0.954 +28 574.750 0.715 33.615 2343.500 105.000 30.379 24.659 1.310 0.763 0.946 +29 3900.750 0.815 80.089 1549.000 137.000 28.325 64.608 1.205 0.830 0.979 +30 1570.750 0.666 57.265 2312.000 141.000 61.869 34.770 1.536 0.651 0.919 +31 2475.500 0.829 66.862 2223.000 148.000 62.860 49.645 1.259 0.795 0.977 +32 589.750 0.767 34.907 2369.000 114.500 38.019 25.515 1.254 0.798 0.966 +33 1589.500 0.753 56.189 712.500 134.000 29.302 41.202 1.247 0.802 0.964 +34 1642.000 0.794 55.866 1406.000 97.000 135.725 40.597 1.279 0.782 0.970 +35 62.500 0.609 12.619 2455.500 98.500 123.690 9.736 1.283 0.779 0.874 +36 569.750 0.746 32.249 647.500 99.500 97.125 25.886 1.180 0.848 0.942 +37 855.500 0.843 40.249 1487.500 99.500 116.565 31.000 1.205 0.830 0.973 +38 119.750 0.716 17.000 2463.500 110.500 28.072 9.500 1.572 0.636 0.946 +39 2190.000 0.809 67.136 752.000 162.000 55.008 44.902 1.338 0.747 0.975 +40 623.250 0.669 39.284 1447.000 135.000 42.421 27.505 1.372 0.729 0.905 +41 1391.000 0.772 51.928 1509.000 150.500 38.746 42.113 1.130 0.885 0.955 +42 573.000 0.717 36.514 1704.000 143.500 88.431 25.503 1.302 0.768 0.940 +43 1445.750 0.767 51.196 1358.500 128.500 167.593 40.924 1.066 0.938 0.965 +44 316.250 0.651 31.241 2343.000 131.500 39.806 14.926 1.980 0.505 0.939 +45 1825.500 0.803 55.707 2357.500 148.000 28.405 46.812 1.114 0.898 0.972 +46 2811.000 0.831 69.300 581.500 123.000 171.285 53.080 1.293 0.774 0.979 +47 454.250 0.733 30.602 2262.000 111.500 94.686 23.882 1.203 0.831 0.945 +48 3979.500 0.795 84.978 2440.500 167.500 25.811 69.016 1.076 0.929 0.958 +49 987.500 0.731 44.525 853.500 166.500 88.069 34.004 1.302 0.768 0.955 +50 1176.500 0.733 52.595 651.500 132.000 150.998 32.958 1.555 0.643 0.960 +51 1522.000 0.738 54.279 2408.000 123.500 121.054 41.037 1.072 0.933 0.966 +52 416.250 0.746 32.280 1716.000 156.000 73.811 18.185 1.680 0.595 0.938 +53 2699.250 0.759 74.841 2255.000 187.500 49.606 56.281 1.322 0.757 0.967 +54 499.250 0.766 34.514 1447.500 137.000 1.660 22.130 1.468 0.681 0.946 +55 1844.750 0.758 63.240 2160.000 154.500 4.989 40.904 1.509 0.663 0.934 +56 1228.500 0.818 44.204 2518.000 131.000 142.352 38.994 1.004 0.996 0.964 +57 169.250 0.697 19.526 902.000 129.500 92.936 13.384 1.171 0.854 0.898 +58 268.250 0.659 27.722 1730.500 130.000 140.856 15.228 1.845 0.542 0.941 +59 76.250 0.598 13.416 2256.500 131.500 116.565 10.994 1.271 0.787 0.863 +60 485.000 0.781 29.125 823.000 133.000 145.491 23.660 1.164 0.859 0.950 +61 1624.500 0.725 58.713 903.000 151.000 4.885 38.378 1.612 0.620 0.967 +62 386.750 0.772 30.004 2329.000 145.000 23.575 18.826 1.519 0.658 0.960 +63 111.000 0.690 16.651 809.500 144.500 41.348 10.071 1.527 0.655 0.907 +64 113.000 0.677 18.200 795.000 140.500 20.925 10.000 1.720 0.581 0.912 +65 420.750 0.833 26.120 711.500 135.000 95.492 22.692 1.090 0.917 0.957 +66 520.500 0.655 35.934 720.000 142.500 148.079 24.797 1.311 0.763 0.947 +67 4347.750 0.811 83.380 1423.000 217.000 73.630 72.543 1.114 0.898 0.967 +68 550.750 0.831 31.409 1477.500 144.500 166.185 22.000 1.272 0.786 0.971 +69 600.000 0.723 35.924 1547.500 137.000 98.807 22.274 1.381 0.724 0.920 +70 997.500 0.637 51.152 1382.500 177.000 39.447 31.728 1.796 0.557 0.897 +71 2530.500 0.783 66.590 793.500 141.000 100.382 54.400 1.149 0.870 0.942 +72 142.000 0.678 19.812 891.000 161.000 79.824 12.000 1.454 0.688 0.930 +73 711.500 0.729 41.140 2222.500 159.500 20.638 23.435 1.698 0.589 0.952 +74 640.750 0.753 37.726 2312.000 142.500 124.743 26.341 1.286 0.777 0.960 +75 179.750 0.707 19.812 875.000 158.500 42.955 14.500 1.411 0.709 0.949 +76 221.250 0.748 22.192 1465.500 151.500 157.479 14.241 1.370 0.730 0.924 +77 1155.500 0.738 47.927 1685.500 190.000 66.644 34.336 1.310 0.763 0.964 +78 1157.500 0.764 48.417 1718.000 157.000 144.669 34.703 1.339 0.747 0.964 +79 749.750 0.745 38.733 639.500 187.000 78.835 28.424 1.257 0.796 0.947 +80 1284.750 0.722 49.980 1504.500 159.000 160.115 33.480 1.478 0.677 0.947 +81 43.500 0.498 13.601 2147.000 155.500 17.103 6.187 2.291 0.437 0.831 +82 2120.500 0.801 62.550 2340.000 153.500 140.839 47.668 1.235 0.810 0.975 +83 333.250 0.676 26.707 831.500 171.500 51.843 18.025 1.316 0.760 0.927 +84 3222.500 0.697 90.050 1616.500 197.000 29.982 53.696 1.479 0.676 0.941 +85 969.250 0.713 43.046 585.500 187.500 30.735 34.416 1.034 0.967 0.954 +86 1002.000 0.713 47.605 2120.500 182.000 36.027 27.673 1.820 0.549 0.960 +87 468.500 0.828 27.830 554.500 168.000 17.784 24.333 1.103 0.906 0.950 +88 201.250 0.678 23.119 895.000 176.000 68.429 14.193 1.349 0.741 0.906 +89 1230.750 0.829 44.747 1579.500 178.000 18.232 39.662 1.102 0.907 0.971 +90 1151.500 0.762 47.011 719.000 157.000 119.291 36.509 1.142 0.875 0.963 +91 528.000 0.739 37.000 1554.000 174.500 18.925 22.482 1.575 0.635 0.944 +92 1335.750 0.799 51.196 2400.000 156.500 102.407 32.365 1.454 0.688 0.971 +93 2278.000 0.798 64.257 653.000 185.000 20.973 48.126 1.356 0.737 0.972 +94 582.000 0.782 33.354 2535.000 170.000 156.125 26.015 1.189 0.841 0.949 +95 1257.750 0.687 52.842 841.500 183.000 6.520 34.656 1.439 0.695 0.961 +96 1969.750 0.692 61.321 1493.500 220.500 80.614 51.776 1.240 0.806 0.901 +97 486.500 0.744 32.311 2513.000 160.000 111.801 22.662 1.473 0.679 0.947 +98 200.250 0.779 19.660 2212.000 170.000 7.306 14.389 1.138 0.879 0.922 +99 235.500 0.676 23.633 752.000 164.000 6.072 12.444 1.753 0.570 0.942 +100 311.750 0.643 28.504 2160.000 175.000 21.615 17.467 1.669 0.599 0.934 +101 546.250 0.714 36.003 2235.500 193.000 52.334 24.932 1.260 0.794 0.947 +102 753.000 0.741 40.503 2188.000 165.000 118.780 26.767 1.346 0.743 0.950 +103 901.500 0.724 45.880 613.500 209.000 69.590 29.679 1.667 0.600 0.928 +104 227.500 0.774 21.219 2565.000 169.000 124.439 16.002 1.317 0.760 0.924 +105 57.000 0.586 12.349 2423.000 177.500 31.759 9.261 1.206 0.829 0.892 +106 6762.000 0.756 115.209 890.500 267.500 53.826 84.326 1.256 0.796 0.957 +107 1742.250 0.827 53.388 2439.500 168.000 112.001 45.082 1.121 0.892 0.970 +108 1085.750 0.804 42.027 552.500 168.500 92.045 34.881 1.093 0.915 0.966 +109 127.500 0.559 20.012 832.000 173.000 12.995 11.738 1.736 0.576 0.880 +110 2119.500 0.693 72.858 2488.500 240.000 78.921 45.390 1.510 0.662 0.947 +111 218.750 0.631 26.575 2529.500 169.000 94.316 14.121 1.912 0.523 0.909 +112 198.750 0.734 22.389 571.500 192.000 60.573 14.209 1.373 0.729 0.938 +113 1068.250 0.667 53.254 2314.000 174.500 124.287 25.225 2.078 0.481 0.965 +114 1489.500 0.809 50.065 743.000 198.000 171.384 42.129 1.071 0.934 0.973 +115 666.000 0.730 37.125 1537.500 208.500 64.470 26.432 1.370 0.730 0.919 +116 3122.250 0.765 83.096 2123.500 205.500 2.759 52.206 1.591 0.628 0.970 +117 1751.000 0.767 55.913 1310.500 202.500 15.030 48.175 1.130 0.885 0.941 +118 3233.000 0.744 81.059 1341.500 226.500 6.730 60.642 1.174 0.852 0.928 +119 361.000 0.697 27.322 1563.500 201.000 55.437 19.997 1.255 0.797 0.934 +120 640.000 0.715 39.459 1718.000 192.000 8.746 23.423 1.683 0.594 0.952 +121 402.750 0.653 33.110 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1.520 0.658 0.971 +148 529.500 0.814 31.004 2202.000 224.500 37.794 24.134 1.132 0.883 0.964 +149 2234.750 0.743 70.945 1264.000 209.500 166.551 45.454 1.513 0.661 0.971 +150 759.500 0.814 39.246 1713.500 230.500 44.484 27.500 1.308 0.764 0.971 +151 1155.250 0.757 44.060 2542.000 224.500 170.858 37.899 1.077 0.928 0.943 +152 6195.250 0.752 108.812 978.000 296.000 53.973 74.644 1.418 0.705 0.952 +153 541.500 0.747 34.224 1661.000 228.000 25.067 24.032 1.408 0.710 0.920 +154 3092.750 0.788 76.919 2381.000 268.500 38.136 57.277 1.331 0.752 0.962 +155 204.000 0.741 21.506 1616.000 225.000 72.408 13.000 1.416 0.706 0.947 +156 776.000 0.643 48.708 562.000 206.500 95.301 19.759 2.551 0.392 0.958 +157 176.250 0.617 23.901 594.000 217.000 15.781 13.605 1.616 0.619 0.898 +158 1006.000 0.727 44.747 768.000 221.000 161.768 32.827 1.279 0.782 0.959 +159 2788.000 0.781 75.745 2018.000 219.000 160.728 51.218 1.446 0.692 0.972 +160 306.750 0.745 26.005 2227.500 210.000 142.028 17.225 1.360 0.735 0.952 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53.956 881.500 523.500 97.454 42.304 1.211 0.826 0.966 +837 1278.750 0.754 54.500 1033.000 529.000 146.602 35.956 1.348 0.742 0.969 +838 2803.500 0.787 71.002 434.500 526.000 127.273 56.099 1.194 0.838 0.958 +839 1174.250 0.822 44.207 1129.500 563.500 43.625 36.213 1.208 0.828 0.964 +840 714.500 0.647 44.003 2456.500 529.000 143.781 25.760 1.809 0.553 0.947 +841 6738.500 0.730 120.980 1578.000 590.500 17.312 76.031 1.584 0.631 0.948 +842 134.000 0.698 17.000 1880.500 539.500 61.928 11.149 1.416 0.706 0.901 +843 2719.000 0.814 69.487 2737.000 524.500 122.661 56.298 1.210 0.827 0.974 +844 724.000 0.792 40.636 2404.500 525.000 161.342 26.415 1.547 0.647 0.970 +845 549.250 0.690 38.746 1207.000 563.500 72.734 22.862 1.668 0.600 0.948 +846 264.000 0.752 22.322 2143.500 542.000 15.593 18.114 1.155 0.866 0.917 +847 1096.750 0.724 53.649 2241.500 563.500 39.327 31.769 1.640 0.610 0.962 +848 3159.750 0.743 79.223 283.500 581.500 35.496 57.458 1.439 0.695 0.946 +849 657.500 0.733 40.265 1993.000 554.500 24.974 22.627 1.646 0.607 0.948 +850 1025.500 0.780 43.417 669.000 531.000 118.926 31.884 1.314 0.761 0.963 +851 31.250 0.533 10.689 224.000 533.000 169.216 5.803 1.700 0.588 0.831 +852 158.500 0.653 20.125 1162.000 547.500 63.435 12.349 1.451 0.689 0.914 +853 1266.750 0.743 51.091 1031.500 530.000 101.860 32.614 1.417 0.706 0.962 +854 593.250 0.659 40.265 2284.000 530.000 118.156 22.319 1.870 0.535 0.947 +855 2197.250 0.755 62.795 1732.000 530.500 110.022 53.020 1.163 0.860 0.946 +856 1134.750 0.797 47.257 105.500 572.000 60.180 36.600 1.175 0.851 0.966 +857 920.750 0.747 43.932 1843.000 562.000 41.309 29.716 1.484 0.674 0.961 +858 171.250 0.828 19.849 222.500 535.000 139.086 13.243 1.356 0.738 0.952 +859 2009.000 0.712 61.192 1389.000 569.000 22.584 48.636 1.079 0.927 0.941 +860 406.000 0.750 27.577 1880.500 540.500 135.000 21.018 1.130 0.885 0.947 +861 326.750 0.726 27.115 1975.500 560.500 67.218 17.690 1.527 0.655 0.926 +862 1519.250 0.741 58.310 515.500 544.500 174.094 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+982 1112.250 0.765 44.969 1791.500 618.500 41.845 33.321 1.267 0.790 0.943 +983 434.750 0.742 31.662 2109.000 599.000 15.573 22.274 1.276 0.784 0.936 +984 1304.250 0.771 47.802 2749.000 589.500 142.651 40.226 1.035 0.967 0.951 +985 849.000 0.722 42.851 2583.500 602.500 168.559 23.860 1.734 0.577 0.952 +986 1794.750 0.827 57.489 54.500 604.000 166.931 41.500 1.314 0.761 0.975 +987 1898.000 0.693 70.564 507.000 657.000 87.563 41.763 1.532 0.653 0.971 +988 1194.000 0.729 49.649 1990.000 608.000 18.800 40.177 1.138 0.879 0.960 +989 2928.000 0.781 76.904 915.000 647.000 36.274 54.394 1.353 0.739 0.963 +990 2039.250 0.768 64.498 983.500 651.000 82.875 41.236 1.489 0.671 0.971 +991 1731.750 0.779 59.298 1430.000 639.000 61.274 42.675 1.220 0.819 0.967 +992 396.250 0.759 28.040 1906.000 588.000 93.066 18.822 1.427 0.701 0.938 +993 1308.500 0.712 55.376 2022.500 623.500 39.872 35.938 1.417 0.706 0.962 +994 2261.000 0.784 63.026 642.000 604.500 148.958 48.331 1.131 0.884 0.971 +995 1682.250 0.770 58.181 690.500 589.000 114.362 42.169 1.344 0.744 0.971 +996 1749.000 0.808 59.129 1214.000 637.000 48.085 39.424 1.356 0.738 0.979 +997 50.000 0.605 12.042 1689.500 598.500 41.634 7.157 1.936 0.516 0.839 +998 321.250 0.664 30.537 2171.500 597.000 177.184 17.149 1.970 0.508 0.925 +999 1069.000 0.808 45.235 2374.000 612.000 13.422 34.710 1.170 0.855 0.962 +1000 1226.250 0.815 47.101 2681.000 630.500 52.765 35.907 1.183 0.845 0.965 +1001 782.500 0.722 42.252 1552.000 597.000 159.206 23.768 1.617 0.618 0.961 +1002 1719.750 0.717 57.055 1741.000 642.500 41.091 44.185 1.172 0.853 0.967 +1003 803.000 0.792 38.659 2852.500 591.500 95.194 28.733 1.225 0.816 0.964 +1004 1255.500 0.742 52.655 195.000 604.000 149.783 34.830 1.504 0.665 0.964 +1005 103.000 0.606 19.704 1979.500 609.500 54.293 10.104 1.799 0.556 0.890 +1006 321.500 0.640 32.280 2511.000 594.500 106.189 16.449 1.764 0.567 0.930 +1007 91.750 0.657 16.125 325.000 604.000 29.745 6.980 2.273 0.440 0.915 +1008 584.500 0.756 35.440 1141.500 619.000 16.390 22.784 1.510 0.662 0.947 +1009 1468.000 0.799 56.225 2123.500 617.000 9.211 32.404 1.700 0.588 0.974 +1010 847.250 0.714 41.967 2202.500 598.500 158.325 32.598 1.179 0.849 0.958 +1011 176.500 0.625 21.829 142.000 618.000 69.905 13.458 1.668 0.600 0.901 +1012 459.500 0.798 30.956 1652.000 624.000 58.878 22.575 1.256 0.796 0.953 +1013 119.000 0.686 18.601 312.000 613.000 53.746 11.783 1.512 0.661 0.928 +1014 711.500 0.545 48.065 558.000 624.500 2.981 25.913 2.053 0.487 0.895 +1015 754.750 0.777 37.316 608.000 598.500 107.949 30.395 1.168 0.856 0.952 +1016 1446.000 0.829 47.056 2419.000 602.500 132.847 40.854 1.090 0.917 0.965 +1017 1437.500 0.751 57.786 818.500 656.000 80.538 39.195 1.438 0.695 0.950 +1018 196.500 0.756 22.743 1676.500 614.500 33.341 13.682 1.638 0.610 0.947 +1019 289.750 0.748 25.710 1953.500 609.000 13.496 14.221 1.781 0.561 0.949 +1020 1223.750 0.750 51.208 732.500 606.500 153.935 35.864 1.448 0.691 0.961 +1021 561.500 0.670 39.319 2083.500 611.500 172.694 23.334 1.555 0.643 0.944 +1022 1374.250 0.801 48.749 896.500 600.500 111.038 38.133 1.095 0.914 0.969 +1023 144.500 0.669 20.988 1172.000 601.500 167.619 9.500 2.100 0.476 0.934 +1024 300.250 0.761 24.135 1470.000 605.000 140.042 17.197 1.305 0.766 0.931 +1025 960.500 0.752 45.047 16.500 620.500 171.060 31.011 1.288 0.776 0.958 +1026 2278.250 0.806 64.856 1849.000 646.500 27.553 48.759 1.301 0.769 0.976 +1027 1542.500 0.816 51.364 2249.000 649.000 48.552 40.817 1.128 0.887 0.973 +1028 230.750 0.612 29.415 312.000 619.500 31.799 11.534 2.503 0.399 0.922 +1029 382.750 0.647 32.928 1611.500 628.500 48.077 17.899 1.703 0.587 0.942 +1030 371.000 0.781 26.907 1634.000 624.000 48.013 17.577 1.326 0.754 0.962 +1031 626.000 0.774 33.679 2180.000 608.500 139.214 27.284 1.017 0.983 0.959 +1032 381.500 0.729 28.657 2286.000 623.500 42.879 18.306 1.569 0.637 0.948 +1033 2175.750 0.815 62.444 2556.500 648.500 24.102 49.693 1.189 0.841 0.967 +1034 27.750 0.808 7.810 634.500 605.500 140.194 5.500 1.166 0.858 0.917 +1035 120.250 0.614 20.718 187.000 625.000 70.253 10.000 1.898 0.527 0.916 +1036 272.500 0.724 27.354 2325.000 612.000 161.896 14.508 1.920 0.521 0.939 +1037 3038.750 0.702 81.187 1160.000 674.000 49.246 55.548 1.570 0.637 0.913 +1038 219.750 0.771 22.023 1908.500 616.000 177.397 15.743 1.136 0.880 0.919 +1039 393.750 0.593 39.000 1978.000 613.500 157.380 16.239 2.349 0.426 0.938 +1040 174.500 0.665 22.589 1123.000 631.500 84.920 13.529 1.502 0.666 0.904 +1041 641.000 0.597 47.461 1516.000 640.500 41.583 17.653 2.758 0.363 0.948 +1042 200.750 0.651 22.456 1933.000 617.500 11.560 14.575 1.625 0.615 0.915 +1043 1093.500 0.778 43.566 143.000 619.500 170.754 35.312 1.153 0.867 0.954 +1044 15.500 0.838 6.103 636.500 617.000 55.008 3.500 1.617 0.618 0.939 +1045 1204.750 0.762 47.413 2072.500 612.000 117.646 37.479 1.104 0.906 0.964 +1046 223.750 0.536 26.315 2351.000 612.000 165.700 14.500 2.190 0.457 0.831 +1047 1951.000 0.743 66.830 2614.000 640.000 9.039 40.353 1.642 0.609 0.931 +1048 233.250 0.600 24.703 2791.500 631.500 35.942 16.405 1.371 0.730 0.912 +1049 166.000 0.693 18.722 2831.000 627.500 55.886 12.476 1.416 0.706 0.922 +1050 422.500 0.764 32.280 777.500 625.000 16.189 19.131 1.684 0.594 0.950 +1051 5913.000 0.800 98.322 1551.500 698.500 55.987 78.320 1.174 0.851 0.959 +1052 607.500 0.850 31.313 2305.500 623.500 160.408 27.287 1.108 0.903 0.965 +1053 226.250 0.702 21.966 121.500 621.000 168.179 13.265 1.486 0.673 0.924 +1054 1051.250 0.767 44.637 1828.000 659.000 85.503 29.669 1.390 0.719 0.961 +1055 1676.000 0.850 53.824 1946.500 660.000 54.834 43.479 1.151 0.868 0.978 +1056 1243.250 0.678 53.540 1462.500 639.500 11.310 35.557 1.508 0.663 0.914 +1057 973.000 0.641 47.257 2218.500 656.000 60.180 33.292 1.242 0.805 0.904 +1058 404.250 0.798 29.125 422.000 633.500 34.509 21.022 1.275 0.784 0.955 +1059 1544.750 0.715 63.186 1667.000 622.500 140.136 33.573 1.888 0.530 0.967 +1060 507.250 0.765 31.293 635.500 617.500 102.926 24.357 1.250 0.800 0.951 +1061 501.250 0.755 32.315 1907.000 617.500 98.005 24.131 1.206 0.829 0.940 +1062 864.500 0.784 45.541 1924.500 662.500 81.158 26.000 1.656 0.604 0.964 +1063 1112.500 0.685 52.424 2094.500 661.500 57.068 33.245 1.583 0.632 0.943 +1064 1454.500 0.760 54.829 2795.500 665.500 61.098 34.966 1.576 0.635 0.964 +1065 548.250 0.817 29.908 97.000 639.500 38.211 22.988 1.226 0.816 0.953 +1066 4170.500 0.769 90.616 2477.000 704.500 72.665 61.420 1.451 0.689 0.962 +1067 404.750 0.629 37.263 239.000 624.000 168.389 15.665 2.246 0.445 0.940 +1068 1062.500 0.741 48.564 1077.500 618.500 151.060 29.000 1.634 0.612 0.958 +1069 3018.750 0.825 71.767 2347.500 672.000 39.346 57.821 1.171 0.854 0.973 +1070 1624.500 0.794 51.442 2710.000 620.000 117.810 44.810 1.069 0.935 0.946 +1071 1047.750 0.750 49.422 273.000 645.500 25.787 27.663 1.858 0.538 0.968 +1072 1039.250 0.842 43.226 1133.500 621.000 119.827 35.049 1.180 0.848 0.969 +1073 1288.500 0.792 49.510 1791.000 620.000 110.082 37.316 1.209 0.827 0.964 +1074 442.000 0.657 33.801 2051.500 649.500 60.781 22.768 1.314 0.761 0.939 +1075 548.000 0.793 36.235 2764.000 648.000 50.599 22.678 1.513 0.661 0.964 +1076 1736.500 0.726 56.080 2.500 658.000 21.991 46.214 1.275 0.784 0.913 +1077 222.250 0.782 19.723 2341.500 638.500 59.534 17.039 1.103 0.906 0.934 +1078 366.500 0.778 28.623 2542.000 648.500 62.987 17.000 1.642 0.609 0.975 +1079 1461.500 0.717 53.444 1656.000 675.500 79.216 35.307 1.465 0.683 0.962 +1080 598.750 0.679 39.115 2821.500 652.000 32.471 24.772 1.436 0.696 0.951 +1081 746.250 0.759 37.583 187.500 626.000 123.056 27.284 1.395 0.717 0.956 +1082 1002.750 0.757 45.500 481.500 666.000 67.380 30.759 1.256 0.796 0.965 +1083 2117.250 0.679 76.859 505.500 683.000 48.428 43.402 1.626 0.615 0.932 +1084 4207.000 0.848 82.037 557.500 626.000 134.012 71.664 1.090 0.918 0.982 +1085 485.000 0.666 34.234 715.500 642.500 6.710 21.981 1.442 0.694 0.935 +1086 825.250 0.765 42.544 2014.000 629.500 150.422 28.329 1.364 0.733 0.961 +1087 513.250 0.781 29.841 2286.000 624.500 148.707 25.000 1.101 0.908 0.958 +1088 1846.500 0.740 65.376 1328.000 625.000 96.147 40.763 1.563 0.640 0.969 +1089 661.500 0.769 35.784 1609.000 638.000 15.396 25.285 1.269 0.788 0.954 +1090 75.250 0.662 16.101 800.000 640.000 64.231 8.500 1.824 0.548 0.923 +1091 122.750 0.631 19.105 2746.500 631.000 6.009 8.674 2.144 0.466 0.896 +1092 737.250 0.743 40.140 2856.500 630.500 129.440 23.455 1.684 0.594 0.949 +1093 512.500 0.750 31.016 133.000 655.500 69.228 23.034 1.098 0.911 0.944 +1094 470.500 0.674 36.770 447.000 626.500 135.000 18.481 1.871 0.534 0.944 +1095 1625.000 0.727 61.735 2129.000 662.500 28.018 32.619 1.740 0.575 0.961 +1096 695.250 0.681 43.786 2521.000 627.000 96.557 20.000 2.125 0.471 0.968 +1097 13.500 0.513 8.016 2533.000 627.000 176.424 3.000 2.510 0.398 0.837 +1098 965.500 0.728 51.100 54.500 660.000 36.646 30.432 1.538 0.650 0.954 +1099 129.250 0.704 17.671 2452.500 637.000 25.115 12.492 1.192 0.839 0.904 +1100 44.750 0.721 10.198 779.000 629.500 101.310 7.607 1.282 0.780 0.865 +1101 935.750 0.742 44.969 1979.500 660.000 41.845 32.899 1.374 0.728 0.963 +1102 1764.750 0.819 57.987 215.000 679.500 44.301 41.508 1.338 0.747 0.970 +1103 208.500 0.787 20.396 2675.000 640.000 168.690 14.690 1.305 0.766 0.937 +1104 482.000 0.783 31.089 838.000 652.000 27.801 24.037 1.195 0.837 0.946 +1105 292.000 0.700 26.387 1241.000 644.000 9.819 15.564 1.500 0.666 0.914 +1106 360.250 0.767 27.586 2186.000 651.000 43.531 19.500 1.179 0.848 0.952 +1107 479.000 0.746 33.144 2735.500 656.000 33.930 23.653 1.206 0.829 0.962 +1108 638.000 0.628 46.992 386.500 656.000 20.556 20.008 2.211 0.452 0.943 +1109 3672.000 0.812 83.416 1244.000 688.500 39.894 62.937 1.265 0.791 0.981 +1110 1696.750 0.796 56.569 768.000 690.000 81.870 40.486 1.293 0.773 0.967 +1111 336.000 0.766 25.739 787.000 657.500 65.925 17.879 1.238 0.808 0.942 +1112 429.500 0.758 30.203 863.000 653.500 19.335 22.600 1.221 0.819 0.937 +1113 242.250 0.780 21.219 2324.000 651.500 34.439 16.981 1.270 0.788 0.947 +1114 2128.250 0.707 69.771 1045.000 697.000 62.700 50.168 1.328 0.753 0.940 +1115 590.500 0.718 34.645 1725.500 669.000 69.734 27.069 1.287 0.777 0.948 +1116 220.500 0.649 24.910 1884.000 646.000 169.592 12.350 1.956 0.511 0.908 +1117 123.250 0.709 16.560 257.500 638.500 151.113 10.691 1.336 0.749 0.911 +1118 317.000 0.741 26.401 689.000 653.500 24.624 18.421 1.289 0.776 0.933 +1119 321.000 0.716 26.505 2439.000 641.500 144.211 17.584 1.373 0.728 0.933 +1120 108.000 0.689 16.325 800.500 641.000 139.970 9.665 1.568 0.638 0.922 +1121 1482.250 0.559 68.648 1186.000 686.000 26.378 38.270 2.058 0.486 0.844 +1122 444.750 0.682 33.064 165.000 647.000 159.647 18.550 1.545 0.647 0.924 +1123 162.750 0.517 26.926 2207.000 638.500 111.801 10.617 2.441 0.410 0.888 +1124 334.750 0.763 25.986 301.000 654.500 11.094 18.102 1.461 0.684 0.949 +1125 378.250 0.727 31.257 422.000 654.000 7.352 18.067 1.617 0.618 0.946 +1126 2157.750 0.769 67.502 1418.000 657.500 179.576 39.460 1.629 0.614 0.976 +1127 1408.250 0.766 50.120 1733.500 664.000 28.610 41.025 1.201 0.833 0.966 +1128 430.500 0.804 27.203 89.000 666.500 72.897 22.627 1.182 0.846 0.952 +1129 671.250 0.781 37.121 120.000 640.500 94.635 25.394 1.461 0.684 0.954 +1130 222.000 0.613 26.043 643.500 647.500 176.698 11.065 2.347 0.426 0.918 +1131 769.000 0.723 44.365 2287.000 670.500 39.971 29.326 1.481 0.675 0.962 +1132 1881.750 0.778 65.364 1482.000 694.000 50.587 43.603 1.428 0.700 0.973 +1133 2268.750 0.798 70.018 2600.000 710.000 78.048 47.823 1.427 0.701 0.973 +1134 1006.500 0.729 47.215 2658.500 673.000 24.394 29.214 1.577 0.634 0.923 +1135 4346.500 0.756 85.564 2409.000 723.000 70.189 71.514 1.168 0.856 0.933 +1136 1376.500 0.827 49.216 702.500 658.000 159.171 37.916 1.248 0.801 0.969 +1137 73.750 0.793 12.420 678.500 653.500 49.899 9.500 1.145 0.874 0.952 +1138 1586.250 0.798 52.158 876.500 679.000 29.268 44.043 1.009 0.991 0.946 +1139 749.500 0.632 42.793 964.500 672.000 30.160 28.919 1.334 0.750 0.836 +1140 1775.500 0.718 58.252 1085.500 648.500 147.265 43.602 1.260 0.794 0.909 +1141 1310.250 0.726 52.273 2243.000 663.500 14.967 39.220 1.298 0.771 0.914 +1142 1062.000 0.772 48.083 2047.500 669.500 16.928 29.279 1.554 0.644 0.965 +1143 2532.500 0.838 65.622 2807.500 685.500 19.125 51.692 1.214 0.824 0.966 +1144 868.750 0.775 39.699 1867.500 654.500 130.914 28.370 1.294 0.773 0.959 +1145 1150.500 0.771 50.695 133.500 656.500 165.141 33.960 1.411 0.709 0.963 +1146 235.000 0.789 21.477 259.000 650.000 167.905 15.000 1.399 0.715 0.933 +1147 77.250 0.665 16.008 667.500 660.000 51.340 8.102 2.112 0.473 0.898 +1148 761.750 0.739 42.991 1829.500 678.500 33.136 23.408 1.676 0.597 0.956 +1149 1402.250 0.777 54.589 2763.500 649.500 118.443 33.073 1.598 0.626 0.966 +1150 575.250 0.720 36.359 2892.500 679.500 58.496 21.995 1.471 0.680 0.942 +1151 2414.250 0.799 61.946 630.000 649.000 117.392 54.705 1.094 0.914 0.963 +1152 117.000 0.661 18.035 1904.000 662.500 46.123 9.232 1.996 0.501 0.891 +1153 75.750 0.545 17.692 2541.000 661.500 42.709 8.807 1.932 0.518 0.892 +1154 7219.000 0.789 116.559 2538.000 764.500 80.618 90.542 1.317 0.759 0.950 +1155 243.500 0.525 32.202 2218.000 664.000 25.769 11.243 2.868 0.349 0.924 +1156 326.250 0.654 29.841 327.000 650.500 98.673 14.759 1.932 0.518 0.928 +1157 2162.500 0.741 59.666 435.500 699.500 50.440 52.000 1.175 0.851 0.921 +1158 1253.500 0.783 51.152 921.000 683.000 39.447 35.071 1.318 0.759 0.969 +1159 1103.000 0.737 47.056 1621.500 653.500 132.847 36.314 1.296 0.772 0.962 +1160 64.500 0.694 13.086 2886.000 663.500 83.418 8.029 1.618 0.618 0.867 +1161 1147.500 0.763 49.056 993.500 662.000 150.038 31.559 1.568 0.638 0.953 +1162 1042.750 0.795 46.824 2169.500 660.000 173.254 32.341 1.396 0.716 0.962 +1163 325.000 0.729 26.315 797.000 672.500 38.830 19.198 1.353 0.739 0.910 +1164 1081.750 0.828 42.146 819.000 690.000 48.366 35.170 1.087 0.920 0.965 +1165 368.000 0.696 29.774 2324.000 652.500 139.086 19.103 1.263 0.792 0.951 +1166 580.250 0.804 34.004 281.500 653.500 126.027 26.081 1.176 0.851 0.963 +1167 404.500 0.689 31.816 2018.500 653.500 149.808 20.604 1.375 0.727 0.948 +1168 663.500 0.737 35.306 1992.000 667.500 167.735 25.149 1.310 0.764 0.951 +1169 620.000 0.796 34.205 420.000 654.500 105.255 23.775 1.387 0.721 0.953 +1170 739.250 0.770 37.696 668.000 661.000 158.199 27.721 1.237 0.808 0.959 +1171 640.250 0.800 34.004 848.000 659.000 143.973 28.153 1.074 0.931 0.960 +1172 202.000 0.617 26.239 784.000 678.000 59.036 12.340 1.945 0.514 0.912 +1173 300.500 0.704 25.495 2638.000 655.500 138.180 18.081 1.121 0.892 0.930 +1174 948.500 0.793 42.465 2678.000 678.500 12.236 29.234 1.342 0.745 0.956 +1175 3022.750 0.775 72.127 19.500 673.000 150.058 55.290 1.197 0.835 0.976 +1176 464.750 0.687 32.500 1781.500 656.000 149.490 18.493 1.693 0.591 0.936 +1177 88.750 0.654 15.075 1942.500 671.000 84.289 11.025 1.267 0.789 0.868 +1178 950.000 0.721 46.760 374.000 666.500 155.353 29.976 1.509 0.663 0.922 +1179 265.000 0.759 22.192 1819.500 657.000 112.521 17.679 1.064 0.940 0.948 +1180 174.750 0.627 24.052 2735.000 665.500 20.695 9.000 2.412 0.415 0.961 +1181 5073.750 0.814 97.603 1359.000 736.500 53.541 71.373 1.220 0.820 0.981 +1182 565.750 0.723 39.205 1895.500 689.500 52.253 21.072 1.900 0.526 0.950 +1183 1461.500 0.749 53.759 169.000 695.500 43.493 39.708 1.276 0.784 0.966 +1184 425.000 0.761 28.657 1135.500 680.500 47.121 23.186 1.143 0.875 0.968 +1185 1214.500 0.757 50.658 2130.500 693.500 41.399 31.113 1.463 0.684 0.965 +1186 1716.750 0.843 53.891 1943.000 692.000 27.041 43.543 1.179 0.848 0.974 +1187 1497.750 0.818 49.980 236.000 682.000 160.115 43.600 1.115 0.897 0.971 +1188 575.000 0.756 33.242 311.000 693.500 74.291 25.433 1.200 0.833 0.932 +1189 256.000 0.764 22.461 351.500 672.000 163.179 16.795 1.250 0.800 0.938 +1190 222.000 0.747 23.114 1925.500 663.500 128.853 15.142 1.539 0.650 0.930 +1191 2115.500 0.801 62.837 2096.500 723.000 64.047 47.215 1.290 0.775 0.961 +1192 661.000 0.810 36.541 2873.000 697.500 73.301 25.948 1.426 0.701 0.959 +1193 1450.250 0.774 53.935 96.000 717.000 79.315 34.114 1.511 0.662 0.960 +1194 2192.750 0.737 73.371 1654.500 688.500 14.604 41.974 1.799 0.556 0.957 +1195 2993.250 0.789 77.631 2188.000 716.000 24.749 56.094 1.379 0.725 0.953 +1196 85.500 0.728 15.338 1728.000 679.000 70.974 8.485 1.673 0.598 0.887 +1197 1937.500 0.759 58.380 1849.000 721.500 73.583 45.273 1.125 0.889 0.951 +1198 1721.000 0.669 71.437 2720.500 670.000 144.975 34.709 2.161 0.463 0.968 +1199 181.500 0.671 21.708 2796.000 666.500 97.943 10.000 1.947 0.514 0.955 +1200 3230.000 0.746 84.837 2905.000 750.000 79.816 58.456 1.445 0.692 0.958 +1201 335.250 0.761 27.322 482.000 667.000 145.437 17.000 1.376 0.726 0.960 +1202 991.500 0.787 43.709 1207.000 695.500 35.690 29.370 1.388 0.720 0.966 +1203 3473.000 0.742 83.206 1729.000 680.000 146.023 58.354 1.296 0.772 0.949 +1204 1903.750 0.797 61.729 2007.500 711.500 35.106 42.832 1.313 0.762 0.974 +1205 2729.250 0.755 80.774 2273.500 707.000 24.503 49.151 1.675 0.597 0.973 +1206 378.750 0.655 32.718 980.500 674.500 141.203 20.795 1.521 0.657 0.938 +1207 2287.000 0.792 64.856 1810.500 673.000 115.577 48.633 1.243 0.805 0.965 +1208 1732.250 0.764 56.626 114.500 712.500 29.055 44.977 1.225 0.817 0.950 +1209 641.250 0.618 42.980 312.000 694.500 29.249 26.177 1.466 0.682 0.948 +1210 2494.750 0.755 73.056 796.000 746.000 78.152 48.237 1.536 0.651 0.937 +1211 241.750 0.768 23.049 964.500 692.000 49.399 14.887 1.228 0.814 0.955 +1212 355.250 0.663 29.129 2348.000 673.500 129.428 15.973 1.581 0.633 0.929 +1213 1436.000 0.767 57.090 2618.500 702.500 17.324 33.812 1.617 0.619 0.965 +1214 1070.250 0.682 51.732 350.500 674.000 122.768 31.320 1.712 0.584 0.940 +1215 370.250 0.591 32.070 947.500 701.500 59.036 17.389 1.732 0.577 0.862 +1216 488.250 0.779 29.095 537.000 693.500 19.058 25.504 1.085 0.922 0.949 +1217 1322.750 0.751 50.220 1144.000 716.000 35.272 36.590 1.248 0.802 0.967 +1218 293.500 0.695 27.074 1772.000 681.500 175.764 14.277 1.830 0.546 0.926 +1219 1163.250 0.733 48.541 1519.500 723.000 78.111 36.551 1.157 0.864 0.956 +1220 825.000 0.742 41.140 671.000 693.500 16.232 31.305 1.272 0.786 0.957 +1221 470.000 0.791 30.008 1912.500 687.000 169.439 23.905 1.205 0.830 0.942 +1222 414.500 0.675 33.425 749.000 676.500 124.641 18.471 2.028 0.493 0.906 +1223 918.500 0.712 48.283 2059.500 676.500 105.619 26.197 1.835 0.545 0.960 +1224 734.000 0.724 39.395 1305.500 713.500 66.038 25.411 1.593 0.628 0.944 +1225 635.750 0.776 35.641 2368.000 701.500 34.136 24.000 1.317 0.759 0.971 +1226 47.750 0.681 12.083 2667.500 677.500 155.556 7.425 1.610 0.621 0.897 +1227 1980.250 0.727 63.018 1422.000 678.000 128.234 47.723 1.362 0.734 0.971 +1228 348.000 0.674 30.017 284.000 679.000 150.018 19.938 1.416 0.706 0.948 +1229 320.250 0.785 25.244 1106.000 688.500 172.030 18.983 1.259 0.794 0.947 +1230 357.750 0.728 30.104 1991.500 679.000 122.106 19.799 1.432 0.698 0.939 +1231 1085.000 0.794 45.105 2159.000 709.500 31.399 33.225 1.264 0.791 0.960 +1232 157.250 0.744 18.507 852.000 679.500 91.548 13.395 1.163 0.860 0.904 +1233 102.250 0.683 18.035 1126.500 679.500 136.123 9.621 1.798 0.556 0.917 +1234 985.000 0.676 50.085 371.500 680.500 121.945 29.971 1.615 0.619 0.943 +1235 2145.500 0.853 61.400 853.000 724.000 30.324 49.853 1.148 0.871 0.980 +1236 470.000 0.723 33.144 208.000 701.500 33.930 21.539 1.515 0.660 0.952 +1237 323.500 0.788 24.824 1186.000 702.000 55.670 20.096 1.106 0.904 0.951 +1238 1771.750 0.683 58.234 1593.000 720.000 29.867 44.167 1.010 0.990 0.902 +1239 878.250 0.688 47.024 1701.000 720.000 54.958 30.702 1.482 0.675 0.956 +1240 1732.500 0.768 56.615 706.500 730.000 51.814 44.724 1.325 0.755 0.954 +1241 3316.000 0.709 89.202 454.000 755.000 52.745 53.446 1.729 0.578 0.940 +1242 272.250 0.739 23.854 2677.000 684.000 123.024 18.307 1.332 0.751 0.933 +1243 1273.250 0.744 54.002 2691.000 704.000 179.469 37.578 1.255 0.797 0.952 +1244 1449.250 0.826 51.276 920.000 684.000 113.565 39.487 1.208 0.828 0.971 +1245 156.000 0.599 22.561 1001.500 684.000 167.196 10.267 2.076 0.482 0.912 +1246 345.750 0.710 29.129 2253.500 709.000 50.572 18.192 1.455 0.687 0.950 +1247 711.250 0.727 39.756 565.000 686.000 140.102 23.994 1.647 0.607 0.956 +1248 865.750 0.757 39.825 596.500 697.000 151.504 33.213 1.123 0.891 0.960 +1249 365.500 0.660 29.841 404.500 694.500 171.327 17.346 1.750 0.571 0.896 +1250 779.250 0.814 36.346 2802.000 722.500 82.093 30.878 1.035 0.967 0.968 +1251 122.750 0.702 16.978 2860.000 703.500 76.373 10.376 1.511 0.662 0.890 +1252 275.000 0.772 22.204 1021.500 694.500 172.235 18.744 1.077 0.928 0.937 +1253 1421.500 0.779 53.949 812.500 732.500 55.574 39.542 1.192 0.839 0.974 +1254 1098.250 0.831 43.246 1903.000 731.000 79.340 34.301 1.176 0.850 0.963 +1255 251.500 0.683 27.830 1089.000 691.000 162.216 15.815 1.643 0.609 0.917 +1256 2671.500 0.735 70.889 1243.500 689.500 117.288 56.015 1.152 0.868 0.960 +1257 835.250 0.764 41.692 1638.500 728.000 67.433 25.275 1.525 0.656 0.961 +1258 857.750 0.830 39.538 2329.500 705.000 170.538 31.316 1.156 0.865 0.959 +1259 4483.750 0.805 88.060 959.000 769.500 56.581 69.234 1.233 0.811 0.954 +1260 331.500 0.785 24.627 1974.000 702.000 174.174 18.201 1.186 0.843 0.927 +1261 802.250 0.805 37.202 1562.000 714.500 36.254 30.000 1.083 0.923 0.980 +1262 2390.500 0.779 70.146 1104.000 753.500 59.597 49.395 1.394 0.717 0.974 +1263 527.750 0.743 36.056 1924.000 717.000 19.440 22.286 1.611 0.621 0.950 +1264 1498.250 0.735 51.971 2110.500 720.000 30.018 44.014 1.093 0.915 0.955 +1265 1142.000 0.821 44.936 515.000 728.500 34.574 36.000 1.047 0.955 0.976 +1266 588.750 0.784 32.206 669.000 695.000 117.759 25.993 1.216 0.822 0.950 +1267 2876.250 0.752 78.772 260.000 743.500 28.843 47.232 1.500 0.667 0.968 +1268 2168.250 0.789 67.641 1467.500 745.500 48.296 46.770 1.322 0.757 0.978 +1269 162.500 0.680 21.219 1008.500 696.000 145.561 12.949 1.380 0.725 0.915 +1270 3922.000 0.819 80.352 136.000 756.000 38.938 66.366 1.217 0.822 0.967 +1271 1996.000 0.825 58.194 214.500 705.500 139.879 48.614 1.059 0.944 0.974 +1272 2141.750 0.784 64.002 1198.500 704.000 134.050 45.227 1.315 0.761 0.949 +1273 449.250 0.807 27.951 2863.000 724.000 63.435 21.523 1.183 0.845 0.952 +1274 119.750 0.746 16.101 2780.000 701.000 126.158 9.500 1.383 0.723 0.960 +1275 109.250 0.744 16.378 1552.500 699.500 121.264 8.500 1.782 0.561 0.974 +1276 450.250 0.605 39.157 2821.500 711.000 5.128 17.055 2.342 0.427 0.939 +1277 1919.500 0.772 56.890 399.000 723.500 12.693 49.937 1.068 0.936 0.957 +1278 5867.750 0.740 113.772 1315.000 812.000 79.875 78.696 1.317 0.759 0.961 +1279 397.750 0.594 37.736 2444.500 725.500 32.005 18.385 2.000 0.500 0.946 +1280 257.500 0.540 31.257 207.000 702.000 97.352 13.807 2.631 0.380 0.921 +1281 65.500 0.666 14.089 553.000 703.000 152.526 8.000 1.588 0.630 0.919 +1282 594.750 0.641 41.319 1185.000 703.000 111.286 18.054 2.418 0.414 0.958 +1283 162.500 0.662 22.853 1957.500 707.500 169.919 11.157 1.937 0.516 0.907 +1284 750.500 0.737 44.071 2368.500 703.000 155.179 23.000 1.848 0.541 0.965 +1285 1951.750 0.798 60.828 2477.500 705.500 133.668 47.439 1.200 0.833 0.974 +1286 1209.250 0.722 54.374 2596.000 752.500 65.556 31.570 1.791 0.558 0.960 +1287 6404.000 0.802 110.114 2605.000 754.000 13.658 79.372 1.302 0.768 0.955 +1288 1364.500 0.570 63.018 1422.000 704.000 128.234 31.105 2.255 0.444 0.913 +1289 1465.000 0.774 52.175 1658.500 741.500 39.946 39.228 1.135 0.881 0.955 +1290 58.250 0.683 12.619 1997.000 712.500 33.690 8.288 1.376 0.727 0.874 +1291 448.000 0.732 30.203 633.500 711.000 160.665 23.005 1.325 0.755 0.940 +1292 3202.500 0.740 88.414 707.000 769.000 46.375 49.935 1.692 0.591 0.977 +1293 873.500 0.813 40.302 330.000 705.500 127.439 30.578 1.273 0.786 0.963 +1294 1152.000 0.765 45.069 2729.000 720.000 160.560 37.392 1.097 0.911 0.963 +1295 380.250 0.673 31.800 2250.500 712.500 163.560 16.765 1.708 0.586 0.939 +1296 1441.750 0.625 63.640 2928.500 769.000 81.870 39.920 1.615 0.619 0.929 +1297 725.500 0.716 38.639 1860.500 723.500 169.563 29.791 1.328 0.753 0.955 +1298 720.500 0.772 37.553 2304.000 720.000 176.947 26.032 1.406 0.711 0.952 +1299 1289.000 0.748 49.822 1144.500 717.500 148.543 37.516 1.111 0.900 0.967 +1300 412.250 0.763 29.547 691.500 709.000 113.962 19.258 1.484 0.674 0.956 +1301 277.500 0.778 23.717 1956.000 709.000 108.435 17.665 1.395 0.717 0.939 +1302 443.250 0.765 30.401 68.500 715.500 143.696 22.969 1.277 0.783 0.950 +1303 1019.500 0.769 44.635 557.500 754.000 77.053 31.257 1.379 0.725 0.954 +1304 1771.500 0.803 54.374 2035.500 760.000 65.556 41.809 1.224 0.817 0.969 +1305 919.000 0.742 45.222 2152.000 737.500 18.034 27.000 1.634 0.612 0.973 +1306 328.000 0.690 28.970 1971.500 739.000 68.749 16.299 1.736 0.576 0.927 +1307 1435.750 0.800 52.347 1976.000 737.500 17.223 38.702 1.272 0.786 0.967 +1308 816.000 0.807 41.310 2771.000 715.000 141.882 29.345 1.327 0.753 0.960 +1309 1484.500 0.822 50.232 2819.000 712.000 112.225 42.275 1.138 0.879 0.969 +1310 321.000 0.682 27.459 580.500 735.500 56.889 19.895 1.347 0.742 0.930 +1311 237.250 0.743 23.420 2363.000 735.000 73.887 14.446 1.344 0.744 0.906 +1312 1565.250 0.809 53.759 97.500 717.500 133.493 39.197 1.260 0.794 0.970 +1313 106.250 0.547 20.000 895.500 729.500 53.130 9.218 2.149 0.465 0.868 +1314 233.500 0.548 27.244 2229.500 732.000 42.769 11.632 2.545 0.393 0.905 +1315 179.750 0.674 21.101 2848.500 730.500 53.673 12.079 1.434 0.697 0.914 +1316 6313.750 0.780 114.971 1506.000 810.000 46.939 83.384 1.310 0.763 0.965 +1317 1029.500 0.822 43.165 49.000 755.000 64.622 34.245 1.178 0.849 0.963 +1318 241.250 0.754 22.550 2073.000 724.500 3.814 15.367 1.350 0.740 0.923 +1319 1185.500 0.753 49.563 1904.500 742.500 30.964 34.615 1.471 0.680 0.931 +1320 2352.000 0.801 72.293 580.000 746.500 12.787 46.358 1.551 0.645 0.974 +1321 529.000 0.726 35.850 356.000 746.000 50.092 22.344 1.538 0.650 0.951 +1322 188.000 0.595 26.101 2091.000 732.500 16.699 10.961 2.429 0.412 0.902 +1323 140.750 0.636 20.881 2284.000 722.000 163.301 11.053 1.796 0.557 0.902 +1324 819.000 0.752 42.077 2713.500 760.500 69.842 28.500 1.461 0.684 0.964 +1325 1560.250 0.769 57.866 662.500 721.500 96.450 40.074 1.417 0.706 0.957 +1326 1771.500 0.727 56.727 1591.500 775.500 49.289 44.705 1.060 0.944 0.970 +1327 531.750 0.705 35.777 1692.000 743.000 26.565 21.500 1.467 0.681 0.971 +1328 2848.250 0.747 70.230 2854.000 785.000 64.712 58.037 1.209 0.827 0.917 +1329 6028.000 0.830 100.131 2221.500 737.500 132.774 79.732 1.169 0.855 0.975 +1330 2294.750 0.833 69.231 2342.500 722.500 100.823 48.929 1.358 0.736 0.967 +1331 217.500 0.766 22.327 1840.500 736.500 34.046 13.500 1.617 0.618 0.945 +1332 260.500 0.717 25.942 2392.000 737.500 27.553 12.993 1.929 0.518 0.952 +1333 901.250 0.760 43.900 381.500 724.000 142.869 29.917 1.440 0.694 0.960 +1334 133.500 0.575 21.587 2195.000 731.500 13.392 7.777 2.881 0.347 0.913 +1335 496.750 0.819 29.741 2364.500 736.000 153.004 25.500 1.062 0.941 0.967 +1336 3419.750 0.802 83.585 808.000 792.000 48.395 61.275 1.284 0.779 0.975 +1337 122.000 0.707 18.337 1725.000 743.000 78.996 11.000 1.741 0.574 0.930 +1338 385.250 0.706 29.682 2444.000 727.000 147.381 18.000 1.358 0.736 0.956 +1339 94.000 0.792 13.038 2215.500 733.000 4.399 10.561 1.160 0.862 0.903 +1340 996.250 0.791 41.067 2412.500 755.000 42.039 33.540 1.071 0.934 0.962 +1341 2615.750 0.765 71.568 2116.500 726.000 97.224 54.500 1.206 0.829 0.937 +1342 1326.250 0.776 52.479 900.500 731.500 149.036 34.470 1.446 0.692 0.967 +1343 2823.000 0.747 75.042 1746.500 772.000 34.961 48.797 1.411 0.709 0.973 +1344 437.000 0.715 30.154 1634.000 752.000 49.708 20.096 1.354 0.738 0.952 +1345 65.000 0.698 13.210 2298.000 740.500 60.524 7.775 1.541 0.649 0.878 +1346 409.750 0.728 30.529 503.000 757.000 58.392 20.805 1.402 0.713 0.940 +1347 960.750 0.745 46.457 864.500 729.500 145.968 32.000 1.329 0.752 0.943 +1348 519.750 0.686 31.627 1809.500 729.500 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2128.750 0.869 61.654 2844.500 908.500 67.595 47.000 1.261 0.793 0.981 +1624 1773.750 0.806 54.562 2547.500 902.000 63.905 47.184 1.119 0.893 0.934 +1625 175.750 0.596 24.187 775.500 861.500 172.875 11.464 1.846 0.542 0.915 +1626 4453.750 0.792 91.084 2316.000 894.500 21.918 67.400 1.333 0.750 0.974 +1627 4385.000 0.683 94.240 219.500 941.000 68.199 68.384 1.368 0.731 0.882 +1628 1949.250 0.732 65.683 2435.000 909.000 50.250 42.829 1.325 0.755 0.943 +1629 1252.500 0.696 51.723 617.000 898.500 60.461 38.171 1.267 0.789 0.960 +1630 2998.750 0.754 81.305 1824.000 906.500 29.876 55.291 1.382 0.724 0.967 +1631 2146.000 0.730 64.517 2027.000 912.500 54.462 44.528 1.450 0.690 0.912 +1632 402.250 0.681 31.953 2519.500 853.500 110.136 19.974 1.634 0.612 0.933 +1633 1287.500 0.796 49.155 682.500 891.000 46.236 37.282 1.293 0.773 0.966 +1634 1106.250 0.795 46.457 1738.500 864.000 145.968 31.575 1.375 0.727 0.961 +1635 1809.000 0.695 65.803 2129.500 893.000 36.347 37.055 1.787 0.560 0.943 +1636 1078.000 0.779 47.437 285.500 855.000 147.482 34.003 1.396 0.716 0.964 +1637 1933.500 0.656 64.002 2478.000 858.500 135.950 51.597 1.203 0.832 0.890 +1638 2671.500 0.780 72.801 889.000 923.500 69.075 51.322 1.400 0.714 0.964 +1639 616.750 0.813 35.146 161.500 883.000 50.194 25.670 1.188 0.842 0.960 +1640 284.750 0.743 23.345 1951.000 867.500 170.134 17.871 1.233 0.811 0.935 +1641 5980.250 0.785 112.539 343.500 923.500 14.407 76.000 1.429 0.700 0.966 +1642 654.250 0.728 41.231 950.000 858.500 140.906 23.298 1.650 0.606 0.944 +1643 99.000 0.713 16.808 1914.000 867.500 22.751 8.132 1.857 0.538 0.889 +1644 349.000 0.667 32.098 1705.500 864.000 161.847 15.000 2.048 0.488 0.951 +1645 111.000 0.589 18.554 2402.000 860.500 104.036 7.628 2.593 0.386 0.906 +1646 1382.500 0.711 52.002 2622.000 901.500 43.052 38.398 1.379 0.725 0.933 +1647 443.500 0.739 32.898 1427.500 891.500 65.772 22.434 1.460 0.685 0.947 +1648 656.750 0.556 50.284 1801.500 899.500 48.225 20.700 2.119 0.472 0.940 +1649 1221.000 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1260.000 889.000 5.001 26.181 1.498 0.667 0.954 +1663 1155.500 0.672 50.934 1311.000 868.500 103.627 34.463 1.308 0.765 0.957 +1664 1072.000 0.749 50.619 2583.500 868.500 137.802 31.779 1.445 0.692 0.967 +1665 2144.250 0.744 65.523 2769.500 897.000 25.783 44.530 1.387 0.721 0.975 +1666 664.250 0.757 36.431 1782.000 897.000 43.332 25.555 1.267 0.789 0.953 +1667 1976.000 0.722 71.568 278.500 870.000 97.224 42.500 1.530 0.654 0.937 +1668 2061.750 0.777 62.817 1009.000 892.000 166.185 45.533 1.105 0.905 0.941 +1669 79.000 0.584 14.213 1089.500 882.000 50.711 11.000 1.188 0.841 0.895 +1670 3150.000 0.744 76.844 1638.500 935.500 55.069 61.592 1.060 0.943 0.952 +1671 219.750 0.686 24.042 2010.500 895.500 73.072 16.168 1.378 0.726 0.926 +1672 221.750 0.719 21.800 1961.000 890.500 53.393 15.500 1.155 0.866 0.949 +1673 766.750 0.767 38.685 1198.500 901.500 26.896 30.169 1.132 0.883 0.938 +1674 226.500 0.682 23.436 187.000 875.000 101.070 15.959 1.322 0.756 0.908 +1675 1195.250 0.754 52.559 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106.260 20.500 1.079 0.927 0.947 +1728 1537.250 0.742 58.189 2738.500 934.000 19.058 37.368 1.297 0.771 0.961 +1729 1543.500 0.766 54.039 1554.500 948.500 67.706 40.098 1.143 0.875 0.961 +1730 3764.750 0.723 88.336 2603.000 958.000 33.690 64.671 1.112 0.899 0.952 +1731 79.500 0.427 20.359 1273.500 900.500 155.323 8.023 2.425 0.412 0.859 +1732 1010.750 0.766 43.026 2472.000 907.500 178.002 35.220 1.240 0.807 0.956 +1733 2698.000 0.696 78.353 2578.000 969.000 56.716 52.964 1.491 0.671 0.970 +1734 116.750 0.559 19.812 135.000 910.500 10.176 8.284 2.366 0.423 0.892 +1735 232.250 0.699 24.382 1527.500 918.000 28.142 13.394 1.736 0.576 0.916 +1736 2892.000 0.687 82.239 2293.500 913.500 149.693 54.804 1.684 0.594 0.907 +1737 198.000 0.669 23.585 1801.500 900.500 147.995 12.500 1.896 0.527 0.943 +1738 6146.000 0.721 111.446 1207.000 946.000 165.714 84.339 1.170 0.854 0.913 +1739 1768.000 0.756 59.985 23.500 906.000 158.997 43.393 1.427 0.701 0.969 +1740 170.750 0.670 20.524 472.500 905.000 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1.268 0.789 0.924 +2000 452.500 0.735 34.004 1946.000 1052.500 19.767 21.135 1.531 0.653 0.938 +2001 1422.750 0.827 48.448 2155.000 1044.000 136.254 39.182 1.084 0.922 0.971 +2002 6923.250 0.746 112.528 2205.500 1037.000 128.143 94.472 1.104 0.906 0.935 +2003 1201.500 0.742 52.347 2394.000 1048.000 162.777 34.000 1.487 0.672 0.963 +2004 442.750 0.615 36.797 729.000 1064.000 42.797 17.503 2.205 0.453 0.939 +2005 3392.500 0.826 75.961 1375.000 1112.000 73.951 61.241 1.237 0.808 0.980 +2006 496.000 0.745 33.305 125.500 1052.000 7.765 23.890 1.444 0.693 0.943 +2007 817.250 0.765 38.344 2297.500 1053.500 167.957 32.605 1.139 0.878 0.952 +2008 338.250 0.727 29.125 406.500 1069.500 78.111 15.000 1.806 0.554 0.957 +2009 6496.750 0.791 107.384 745.500 1122.000 48.965 80.333 1.305 0.766 0.964 +2010 530.750 0.761 31.800 823.000 1048.000 143.310 22.649 1.427 0.701 0.946 +2011 251.250 0.702 24.520 2758.000 1063.000 50.793 15.233 1.591 0.628 0.928 +2012 1147.250 0.784 44.911 2091.500 1041.500 101.560 37.082 1.118 0.894 0.957 +2013 90.750 0.657 14.807 2773.000 1054.500 11.689 9.848 1.490 0.671 0.897 +2014 1106.000 0.707 56.436 2441.000 1046.500 150.255 32.240 1.707 0.586 0.964 +2015 367.750 0.733 27.518 347.000 1053.500 2.083 19.434 1.293 0.773 0.937 +2016 2587.250 0.806 66.994 2556.000 1106.000 57.496 54.599 1.064 0.940 0.975 +2017 634.250 0.728 36.912 2638.500 1081.500 65.171 22.763 1.668 0.599 0.953 +2018 1594.000 0.796 56.289 146.500 1065.500 18.113 41.500 1.396 0.716 0.977 +2019 37.250 0.380 15.116 2441.500 1050.000 124.216 5.231 3.187 0.314 0.784 +2020 614.500 0.768 32.653 933.000 1082.500 78.518 27.058 1.138 0.879 0.946 +2021 106.500 0.621 17.614 2804.000 1050.500 96.520 7.884 2.194 0.456 0.876 +2022 1783.000 0.712 64.994 1503.000 1116.000 82.930 39.377 1.536 0.651 0.955 +2023 36.000 0.753 8.559 1944.500 1061.500 83.290 6.718 1.080 0.926 0.867 +2024 3141.000 0.784 73.051 2771.500 1056.000 107.939 60.357 1.240 0.807 0.946 +2025 1396.750 0.721 56.294 2891.000 1079.000 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1139.000 171.802 42.680 1.377 0.726 0.969 +2155 856.500 0.734 40.389 1228.000 1123.000 105.068 32.224 1.268 0.789 0.953 +2156 229.750 0.712 23.964 1476.500 1146.000 66.644 15.370 1.487 0.672 0.937 +2157 1805.750 0.800 54.939 992.500 1133.000 139.059 45.881 1.116 0.896 0.947 +2158 4285.750 0.752 84.149 2912.500 1209.000 86.594 74.289 1.115 0.897 0.945 +2159 2031.000 0.710 73.282 518.000 1157.500 15.838 37.720 1.938 0.516 0.969 +2160 154.500 0.631 22.500 1103.500 1126.000 126.870 12.647 1.657 0.603 0.903 +2161 2140.500 0.814 60.017 1965.500 1126.500 100.561 50.609 1.143 0.875 0.974 +2162 380.250 0.605 35.107 2027.500 1129.500 162.597 17.956 2.151 0.465 0.889 +2163 2332.500 0.705 74.111 2210.500 1163.000 29.505 49.706 1.416 0.706 0.956 +2164 839.500 0.706 40.966 2057.000 1145.500 160.017 31.178 1.096 0.912 0.958 +2165 320.000 0.718 27.281 2275.500 1127.500 138.715 15.717 1.566 0.638 0.935 +2166 376.500 0.637 34.004 1820.500 1155.500 53.973 15.977 2.109 0.474 0.951 +2167 869.250 0.821 43.738 2550.500 1171.500 79.461 28.000 1.390 0.719 0.965 +2168 1078.000 0.703 50.510 1488.500 1129.000 121.645 29.486 1.579 0.633 0.922 +2169 127.500 0.662 18.385 2403.500 1132.000 135.000 10.548 1.608 0.622 0.900 +2170 1180.750 0.690 55.714 465.000 1137.500 158.962 33.801 1.716 0.583 0.961 +2171 989.000 0.766 45.651 1115.500 1133.000 151.189 32.013 1.413 0.708 0.963 +2172 1084.500 0.780 46.811 669.000 1131.000 103.591 31.000 1.489 0.672 0.954 +2173 55.500 0.562 13.829 1441.500 1139.000 12.529 6.925 2.144 0.466 0.846 +2174 5136.250 0.689 104.127 865.500 1151.000 156.512 72.412 1.255 0.797 0.920 +2175 85.250 0.699 14.300 2392.500 1133.500 143.531 10.120 1.238 0.808 0.892 +2176 752.750 0.660 38.733 365.500 1160.500 39.237 33.274 1.222 0.819 0.903 +2177 1179.000 0.758 48.283 2574.000 1179.000 74.381 35.735 1.266 0.790 0.949 +2178 437.250 0.669 35.146 2298.000 1136.500 140.194 20.232 1.711 0.585 0.949 +2179 2099.250 0.736 60.337 1436.500 1185.500 55.125 51.000 1.067 0.937 0.943 +2180 1365.250 0.651 59.754 181.000 1137.500 95.281 29.202 1.908 0.524 0.956 +2181 15.750 0.582 7.500 1335.500 1142.000 36.870 4.165 2.122 0.471 0.764 +2182 454.750 0.630 33.712 589.500 1138.000 125.340 21.568 1.696 0.590 0.932 +2183 223.000 0.767 22.627 2693.000 1154.000 45.000 16.000 1.195 0.837 0.966 +2184 1587.000 0.733 58.052 463.500 1138.500 100.923 39.942 1.167 0.857 0.964 +2185 73.000 0.612 14.983 1422.000 1153.000 64.290 8.058 1.825 0.548 0.854 +2186 77.500 0.550 15.811 1431.500 1149.500 34.695 9.965 1.618 0.618 0.868 +2187 3150.500 0.721 76.580 1101.000 1140.500 106.305 59.279 1.219 0.820 0.926 +2188 261.250 0.620 25.495 1283.000 1150.500 11.310 15.691 1.533 0.652 0.882 +2189 840.750 0.699 42.544 1309.500 1145.500 119.578 31.424 1.135 0.881 0.954 +2190 989.000 0.822 41.872 2387.500 1155.000 168.288 31.571 1.225 0.816 0.962 +2191 883.500 0.665 43.661 1619.500 1177.500 23.629 33.519 1.123 0.890 0.908 +2192 770.000 0.595 47.566 2259.000 1188.000 56.143 19.517 2.557 0.391 0.946 +2193 530.750 0.601 43.177 1508.500 1149.000 151.654 20.789 2.092 0.478 0.936 +2194 4871.000 0.747 93.928 1979.500 1201.500 35.467 74.493 1.129 0.886 0.919 +2195 702.500 0.679 42.154 1339.500 1145.500 112.306 24.411 1.543 0.648 0.958 +2196 3236.250 0.756 79.404 2288.000 1149.500 126.293 58.832 1.244 0.804 0.971 +2197 58.000 0.512 15.435 2326.500 1161.500 65.095 7.000 2.358 0.424 0.901 +2198 520.750 0.625 39.147 620.500 1147.500 118.202 20.587 1.843 0.543 0.936 +2199 174.250 0.718 19.138 2422.000 1149.500 146.725 14.303 1.136 0.880 0.929 +2200 3423.750 0.811 77.130 546.000 1195.500 13.496 59.963 1.288 0.776 0.974 +2201 2347.750 0.701 72.899 757.000 1167.000 162.435 46.273 1.543 0.648 0.960 +2202 637.750 0.817 33.504 2334.500 1148.000 127.725 28.334 1.080 0.926 0.961 +2203 1358.500 0.784 48.399 962.500 1191.500 56.802 37.234 1.138 0.879 0.973 +2204 8920.750 0.806 125.196 1218.000 1189.500 176.795 102.965 1.168 0.856 0.964 +2205 219.500 0.633 27.659 1925.000 1172.000 49.399 13.569 1.945 0.514 0.937 +2206 726.250 0.795 35.419 132.000 1175.000 41.566 29.619 1.096 0.912 0.960 +2207 298.000 0.781 23.071 1422.000 1154.000 119.899 17.790 1.178 0.849 0.940 +2208 2236.500 0.767 66.219 824.000 1164.500 141.746 48.864 1.328 0.753 0.969 +2209 838.250 0.746 40.872 1198.000 1173.500 14.886 30.022 1.222 0.818 0.954 +2210 2625.250 0.730 68.390 2693.000 1155.000 131.147 54.082 1.263 0.792 0.934 +2211 1294.250 0.744 49.571 1034.500 1170.500 8.702 35.289 1.290 0.775 0.969 +2212 322.500 0.727 25.520 1156.000 1156.000 92.246 20.015 1.099 0.910 0.928 +2213 7677.000 0.781 118.454 242.500 1227.000 29.595 89.255 1.291 0.774 0.945 +2214 424.750 0.799 27.203 1815.000 1172.500 36.027 23.057 1.126 0.888 0.950 +2215 114.500 0.581 21.840 2380.500 1177.500 74.055 9.000 2.252 0.444 0.907 +2216 171.250 0.657 20.940 1801.500 1168.500 33.311 13.743 1.355 0.738 0.912 +2217 5926.500 0.785 102.143 680.000 1177.500 150.046 83.349 1.170 0.855 0.940 +2218 1209.750 0.769 49.925 501.500 1170.000 150.611 35.698 1.388 0.721 0.966 +2219 1801.250 0.811 56.639 346.500 1168.500 137.862 42.000 1.270 0.787 0.977 +2220 1346.750 0.744 49.702 2066.500 1200.500 53.591 42.506 1.218 0.821 0.935 +2221 3643.500 0.771 79.191 2765.500 1180.500 3.983 67.433 1.115 0.897 0.955 +2222 108.750 0.469 22.389 1516.000 1161.000 150.573 10.124 2.278 0.439 0.918 +2223 621.250 0.707 34.442 2430.500 1163.000 117.681 26.315 1.229 0.814 0.948 +2224 335.500 0.776 27.500 2357.500 1162.500 143.130 16.263 1.468 0.681 0.967 +2225 2359.500 0.679 73.527 2184.000 1189.500 1.559 46.486 1.546 0.647 0.883 +2226 302.750 0.763 24.166 2556.000 1186.000 65.556 19.081 1.056 0.947 0.933 +2227 5724.000 0.860 94.303 1709.000 1239.000 34.196 84.500 1.070 0.935 0.972 +2228 272.500 0.617 24.005 1891.500 1165.500 91.193 19.783 1.027 0.973 0.888 +2229 379.500 0.628 34.442 2163.500 1182.500 9.189 18.810 1.597 0.626 0.928 +2230 1355.750 0.783 53.808 387.000 1170.500 127.828 37.613 1.413 0.708 0.966 +2231 514.000 0.752 34.180 1841.000 1168.500 95.877 19.500 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124.144 42.131 1.212 0.825 0.964 +2245 28.250 0.670 8.322 500.500 1172.000 122.735 6.486 1.218 0.821 0.859 +2246 978.250 0.849 41.596 1166.500 1172.500 115.641 32.817 1.208 0.828 0.971 +2247 177.000 0.707 20.402 1185.500 1173.000 143.973 14.068 1.227 0.815 0.929 +2248 1149.750 0.771 48.448 1488.500 1173.000 136.254 33.500 1.189 0.841 0.977 +2249 208.000 0.652 23.377 1520.000 1188.500 41.532 15.500 1.600 0.625 0.944 +2250 2035.000 0.762 61.589 1919.500 1234.000 82.067 47.469 1.159 0.863 0.947 +2251 55.250 0.623 12.855 1001.500 1186.000 76.504 6.671 2.112 0.473 0.863 +2252 2148.000 0.636 68.884 2106.000 1173.500 99.189 52.127 1.083 0.923 0.877 +2253 568.250 0.690 37.326 2336.500 1203.000 39.019 25.102 1.452 0.689 0.960 +2254 142.000 0.721 18.028 2574.000 1192.000 56.310 13.654 1.296 0.772 0.922 +2255 2847.000 0.823 74.184 210.500 1248.500 73.153 57.000 1.220 0.820 0.978 +2256 1618.250 0.827 50.220 437.500 1227.500 77.347 43.615 1.028 0.973 0.968 +2257 407.500 0.764 30.451 622.500 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1597.000 1205.500 35.789 16.604 1.581 0.632 0.926 +2271 474.000 0.800 30.150 1657.500 1196.500 5.711 21.567 1.335 0.749 0.951 +2272 929.250 0.712 48.052 1845.500 1202.500 167.989 25.612 1.863 0.537 0.960 +2273 466.000 0.692 34.731 1003.500 1189.000 120.256 21.594 1.444 0.692 0.944 +2274 587.000 0.646 41.140 2252.000 1228.500 69.362 21.361 2.076 0.482 0.889 +2275 5901.000 0.752 103.762 763.500 1198.500 149.604 84.464 1.205 0.830 0.948 +2276 2536.000 0.770 69.002 1333.500 1221.000 13.835 48.194 1.273 0.786 0.974 +2277 699.000 0.803 35.089 1571.000 1190.000 122.784 28.625 1.115 0.897 0.933 +2278 171.000 0.656 21.243 943.000 1197.500 153.435 13.893 1.373 0.729 0.930 +2279 1774.000 0.770 57.942 1028.500 1202.500 140.954 45.680 1.160 0.862 0.956 +2280 1067.000 0.711 49.204 2424.000 1193.000 127.569 34.787 1.233 0.811 0.962 +2281 181.500 0.545 26.315 1074.500 1193.500 104.300 11.218 2.158 0.463 0.909 +2282 1033.500 0.815 44.230 1124.000 1214.500 5.839 33.900 1.171 0.854 0.959 +2283 1540.750 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2017.750 0.721 72.069 1962.000 1211.000 150.945 42.893 1.611 0.621 0.954 +2297 579.750 0.646 36.892 1530.000 1223.000 32.829 22.898 1.553 0.644 0.941 +2298 393.250 0.688 31.516 1562.500 1203.500 91.818 21.759 1.320 0.757 0.931 +2299 81.250 0.766 13.865 1605.000 1214.500 25.641 9.003 1.607 0.622 0.915 +2300 840.250 0.732 37.802 1845.000 1242.000 37.476 33.617 1.032 0.969 0.960 +2301 24.000 0.679 8.382 2336.500 1204.500 107.354 4.000 2.273 0.440 0.914 +2302 1285.500 0.721 52.538 1401.000 1258.000 87.818 36.576 1.505 0.664 0.961 +2303 1760.750 0.720 65.181 862.500 1215.000 163.511 37.622 1.778 0.562 0.953 +2304 201.500 0.685 21.030 664.000 1212.500 161.996 14.226 1.237 0.809 0.917 +2305 526.750 0.769 29.741 381.000 1235.500 73.393 26.886 1.008 0.993 0.946 +2306 152.000 0.800 17.205 1591.000 1219.500 35.538 13.206 1.214 0.824 0.925 +2307 2192.250 0.776 68.502 2190.500 1207.000 127.288 48.678 1.393 0.718 0.974 +2308 2134.500 0.742 67.082 1489.500 1207.500 116.565 40.500 1.622 0.616 0.959 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0.957 +2322 1839.500 0.781 58.310 487.000 1240.000 22.166 44.416 1.247 0.802 0.970 +2323 200.000 0.719 21.523 1884.500 1219.000 149.265 12.323 1.757 0.569 0.917 +2324 808.000 0.775 39.115 1004.500 1215.000 94.399 28.152 1.295 0.772 0.961 +2325 558.750 0.656 41.270 1089.500 1235.000 19.093 22.477 1.876 0.533 0.915 +2326 230.750 0.670 25.060 1074.500 1239.000 61.390 13.713 1.742 0.574 0.919 +2327 1291.000 0.715 54.252 2170.000 1271.500 80.451 31.558 1.676 0.597 0.963 +2328 1441.500 0.719 61.033 434.500 1243.000 18.138 34.429 1.711 0.585 0.955 +2329 170.000 0.732 19.912 1820.000 1219.000 151.504 12.000 1.411 0.709 0.952 +2330 976.000 0.755 42.217 1870.000 1259.000 71.350 32.709 1.115 0.897 0.908 +2331 2016.500 0.810 62.169 655.500 1240.500 168.871 41.700 1.350 0.741 0.968 +2332 803.750 0.784 39.803 1563.500 1242.000 26.887 30.406 1.244 0.804 0.957 +2333 386.750 0.596 33.615 2487.500 1233.500 22.751 18.036 1.620 0.617 0.927 +2334 428.000 0.700 31.468 1310.000 1243.000 44.356 17.533 1.754 0.570 0.937 +2335 1547.750 0.832 53.240 1129.000 1222.500 104.689 42.426 1.170 0.855 0.968 +2336 625.250 0.698 38.733 2252.500 1229.500 140.763 22.986 1.725 0.580 0.950 +2337 433.500 0.732 30.104 2348.000 1223.000 138.366 20.996 1.303 0.768 0.959 +2338 481.750 0.714 31.197 2371.000 1243.500 6.442 22.287 1.195 0.837 0.937 +2339 3848.500 0.801 80.189 1598.500 1276.500 32.005 68.000 1.100 0.909 0.953 +2340 1057.000 0.751 45.880 1209.000 1267.000 69.590 32.962 1.257 0.796 0.937 +2341 545.750 0.688 37.152 1530.000 1224.000 151.020 20.500 1.817 0.550 0.956 +2342 37.750 0.664 10.000 188.500 1224.500 126.870 7.200 1.373 0.728 0.844 +2343 867.500 0.700 44.511 1760.500 1259.500 51.843 25.216 1.630 0.613 0.950 +2344 402.750 0.650 34.533 612.000 1255.500 55.620 16.204 2.096 0.477 0.934 +2345 852.500 0.676 44.660 975.000 1269.000 68.318 31.162 1.381 0.724 0.957 +2346 908.000 0.817 42.901 2788.000 1230.000 143.531 32.014 1.204 0.831 0.973 +2347 1112.000 0.736 50.062 211.500 1249.500 177.138 34.170 1.319 0.758 0.954 +2348 1686.000 0.743 59.701 744.000 1252.500 158.377 44.201 1.296 0.771 0.967 +2349 319.250 0.804 23.479 1823.000 1232.500 153.435 20.853 1.077 0.928 0.948 +2350 258.500 0.637 28.231 1899.000 1234.500 157.068 13.711 2.049 0.488 0.927 +2351 105.250 0.660 16.008 927.000 1234.000 14.470 10.634 1.377 0.726 0.893 +2352 4993.250 0.765 108.301 2384.500 1292.500 28.695 67.699 1.564 0.639 0.974 +2353 442.000 0.715 31.185 179.000 1243.000 167.969 20.718 1.387 0.721 0.939 +2354 2772.750 0.727 77.801 862.000 1232.500 142.836 44.429 1.696 0.590 0.974 +2355 1120.750 0.719 53.912 1025.500 1232.500 151.771 30.484 1.864 0.536 0.969 +2356 333.500 0.683 28.657 1334.500 1238.500 173.991 17.172 1.721 0.581 0.936 +2357 2082.500 0.835 58.645 369.500 1283.000 39.118 47.314 1.222 0.818 0.971 +2358 599.500 0.698 35.415 2599.000 1233.500 120.548 22.315 1.372 0.729 0.944 +2359 799.000 0.728 38.910 2472.500 1269.000 25.907 29.440 1.227 0.815 0.953 +2360 375.500 0.671 31.894 2853.000 1253.500 13.601 20.000 1.475 0.678 0.962 +2361 137.750 0.581 22.638 2876.500 1234.000 173.660 10.500 1.994 0.501 0.920 +2362 233.250 0.677 24.668 919.000 1258.000 72.300 12.112 2.063 0.485 0.923 +2363 626.750 0.593 47.151 1668.000 1235.500 124.196 23.768 1.817 0.550 0.942 +2364 748.500 0.732 43.270 1074.000 1257.000 22.416 20.500 1.938 0.516 0.983 +2365 394.750 0.764 29.904 2884.000 1254.500 20.556 20.079 1.511 0.662 0.942 +2366 211.250 0.716 20.797 929.500 1249.000 170.311 15.062 1.224 0.817 0.917 +2367 267.000 0.613 29.449 1846.000 1243.000 139.821 13.675 2.066 0.484 0.921 +2368 1769.750 0.806 57.974 456.500 1259.000 165.005 45.859 1.248 0.801 0.951 +2369 120.750 0.608 19.039 1326.500 1258.000 66.801 11.351 1.695 0.590 0.846 +2370 1735.250 0.775 57.317 1364.500 1241.000 128.270 41.500 1.295 0.772 0.936 +2371 1109.000 0.735 45.368 2129.000 1279.500 58.062 35.757 1.127 0.888 0.959 +2372 247.750 0.530 32.535 627.000 1252.000 2.643 10.500 2.570 0.389 0.965 +2373 985.250 0.771 42.793 2110.500 1284.500 83.290 31.791 1.352 0.739 0.938 +2374 3047.250 0.705 73.062 1260.000 1289.000 30.426 62.707 1.141 0.877 0.921 +2375 3260.000 0.790 79.765 1520.500 1268.500 4.674 52.607 1.478 0.677 0.977 +2376 1181.000 0.803 52.617 1886.500 1257.000 176.186 31.000 1.598 0.626 0.969 +2377 654.750 0.741 36.473 413.000 1274.000 56.746 23.500 1.531 0.653 0.955 +2378 274.250 0.601 29.517 1235.000 1244.000 128.811 12.933 2.198 0.455 0.924 +2379 248.250 0.553 29.770 1830.500 1270.000 60.852 15.910 1.804 0.554 0.912 +2380 431.750 0.654 36.892 434.500 1244.500 122.829 19.059 1.794 0.557 0.952 +2381 397.750 0.742 31.145 2300.000 1255.500 5.528 18.339 1.625 0.616 0.948 +2382 893.750 0.776 42.573 2340.500 1252.000 176.634 29.281 1.564 0.639 0.936 +2383 1469.500 0.761 54.406 262.500 1251.500 143.973 38.000 1.248 0.801 0.980 +2384 2482.000 0.776 68.097 1016.000 1313.500 82.405 52.330 1.263 0.792 0.970 +2385 1384.000 0.731 50.361 1999.500 1255.500 150.890 41.594 1.214 0.823 0.938 +2386 286.250 0.749 23.901 1822.500 1247.000 105.781 17.492 1.212 0.825 0.931 +2387 1131.000 0.821 45.804 2235.500 1255.000 143.881 33.676 1.273 0.785 0.965 +2388 497.000 0.701 34.540 1980.000 1248.000 112.109 23.087 1.461 0.684 0.941 +2389 114.000 0.701 17.000 1418.000 1263.500 61.928 11.469 1.330 0.752 0.925 +2390 337.250 0.734 28.231 2771.000 1271.500 22.932 16.875 1.563 0.640 0.945 +2391 82.750 0.743 14.080 924.500 1264.000 73.496 9.113 1.460 0.685 0.886 +2392 928.500 0.720 46.328 1325.500 1284.500 46.312 30.606 1.314 0.761 0.910 +2393 688.250 0.763 38.161 707.500 1267.500 21.523 26.500 1.413 0.707 0.960 +2394 4947.000 0.811 102.968 586.500 1279.500 165.087 65.000 1.529 0.654 0.984 +2395 1147.750 0.778 50.112 925.000 1279.500 12.095 33.000 1.539 0.650 0.970 +2396 115.750 0.697 15.524 2327.000 1260.500 165.069 10.996 1.255 0.797 0.918 +2397 225.500 0.480 32.898 830.000 1278.000 46.848 13.435 2.281 0.438 0.912 +2398 124.750 0.828 14.841 2851.000 1255.000 122.619 12.579 1.180 0.848 0.922 +2399 935.250 0.767 42.933 515.500 1293.500 63.733 30.860 1.212 0.825 0.960 +2400 669.000 0.734 37.138 2273.500 1282.000 46.637 26.833 1.407 0.710 0.951 +2401 178.500 0.646 23.409 2863.000 1264.000 19.983 11.000 1.994 0.501 0.941 +2402 1960.750 0.702 66.772 1146.500 1291.000 20.606 36.724 1.750 0.572 0.945 +2403 227.750 0.790 20.700 1255.500 1272.500 52.853 15.301 1.282 0.780 0.930 +2404 202.250 0.788 19.092 1401.500 1259.000 135.000 16.000 1.020 0.981 0.941 +2405 139.000 0.664 18.439 2875.500 1266.000 167.471 13.415 1.220 0.820 0.908 +2406 258.500 0.673 28.377 2891.500 1258.500 165.719 12.500 2.027 0.493 0.945 +2407 4708.750 0.857 86.783 1075.000 1336.500 64.764 75.160 1.041 0.960 0.979 +2408 362.750 0.747 29.296 1869.500 1261.500 152.560 18.234 1.546 0.647 0.937 +2409 3347.750 0.807 74.330 1940.000 1260.500 107.216 62.611 1.154 0.867 0.950 +2410 1274.750 0.725 56.080 2180.000 1283.500 21.991 32.453 1.852 0.540 0.968 +2411 115.000 0.728 17.614 2838.000 1272.500 55.408 11.000 1.562 0.640 0.928 +2412 2026.000 0.772 62.938 1829.000 1312.500 51.127 43.340 1.493 0.670 0.971 +2413 2504.500 0.771 67.106 1226.000 1326.000 82.293 54.401 1.235 0.810 0.937 +2414 1612.000 0.782 53.668 238.500 1310.000 68.694 42.489 1.196 0.836 0.968 +2415 2320.000 0.750 69.016 1411.000 1286.000 178.755 47.635 1.451 0.689 0.961 +2416 395.000 0.794 26.833 1476.000 1282.000 26.565 20.128 1.263 0.792 0.946 +2417 3069.000 0.778 76.781 2305.500 1332.500 60.764 57.539 1.365 0.733 0.925 +2418 491.500 0.606 44.553 2281.500 1297.000 44.091 14.490 3.114 0.321 0.948 +2419 795.750 0.771 40.636 2356.500 1301.000 55.528 28.625 1.183 0.846 0.960 +2420 2031.000 0.812 61.247 688.500 1275.500 132.022 46.534 1.236 0.809 0.973 +2421 646.250 0.801 31.662 1511.000 1299.000 74.427 28.741 1.042 0.960 0.960 +2422 927.750 0.715 47.595 732.000 1280.000 170.933 28.323 1.727 0.579 0.961 +2423 787.000 0.683 44.241 2142.500 1295.000 34.408 27.719 1.638 0.611 0.955 +2424 544.750 0.641 40.660 2456.500 1284.500 16.429 19.868 2.270 0.440 0.913 +2425 455.250 0.638 35.018 1123.500 1271.000 99.866 18.899 1.597 0.626 0.938 +2426 562.000 0.656 39.395 550.000 1271.500 156.038 20.988 1.955 0.511 0.943 +2427 147.500 0.729 17.678 1401.500 1271.500 118.740 12.500 1.234 0.810 0.935 +2428 3420.000 0.763 87.933 819.000 1283.000 155.475 51.734 1.649 0.606 0.979 +2429 1036.750 0.816 42.086 1891.000 1280.500 166.954 32.738 1.260 0.793 0.966 +2430 3960.250 0.705 91.088 379.000 1315.500 2.517 59.196 1.530 0.654 0.974 +2431 203.500 0.665 22.727 495.000 1290.000 39.644 15.545 1.419 0.705 0.940 +2432 718.750 0.823 34.986 2217.000 1285.500 149.036 28.171 1.168 0.856 0.955 +2433 254.250 0.709 23.564 780.000 1287.500 17.281 16.648 1.499 0.667 0.935 +2434 376.500 0.774 26.005 1876.000 1277.500 127.972 21.907 1.090 0.918 0.940 +2435 985.500 0.793 43.641 1597.000 1278.000 108.020 33.474 1.327 0.753 0.961 +2436 245.000 0.817 21.030 2092.000 1295.500 28.393 17.000 1.151 0.869 0.941 +2437 3717.500 0.719 84.376 1323.500 1359.000 65.865 63.366 1.310 0.763 0.913 +2438 529.750 0.651 40.525 2027.000 1291.000 170.770 21.741 1.896 0.527 0.934 +2439 232.750 0.716 24.042 2120.500 1292.500 16.928 12.929 1.870 0.535 0.941 +2440 1404.000 0.766 54.562 1990.500 1281.000 131.285 38.235 1.351 0.740 0.958 +2441 562.250 0.730 35.777 803.000 1282.000 116.565 22.153 1.678 0.596 0.952 +2442 1778.250 0.683 65.531 1446.500 1308.000 1.749 37.465 1.644 0.608 0.941 +2443 4285.750 0.706 86.193 479.500 1314.000 11.375 75.363 1.062 0.941 0.912 +2444 94.000 0.578 19.105 2107.000 1296.500 42.879 9.057 1.996 0.501 0.875 +2445 446.750 0.654 36.715 2248.000 1303.500 29.358 15.847 2.163 0.462 0.948 +2446 4172.250 0.819 87.192 273.500 1284.500 112.595 66.228 1.331 0.751 0.968 +2447 314.500 0.500 36.225 2165.500 1307.500 26.211 16.076 2.243 0.446 0.906 +2448 558.000 0.791 31.820 2451.000 1316.000 81.870 24.395 1.261 0.793 0.947 +2449 263.750 0.702 25.005 2067.000 1291.500 168.465 15.410 1.730 0.578 0.932 +2450 579.000 0.711 36.418 462.000 1289.500 171.314 25.493 1.283 0.779 0.951 +2451 884.000 0.710 44.635 1374.000 1295.500 170.327 27.164 1.465 0.682 0.953 +2452 2667.750 0.773 72.231 555.500 1353.500 64.144 52.927 1.378 0.726 0.969 +2453 1450.000 0.750 54.332 752.000 1310.000 173.660 38.170 1.298 0.771 0.960 +2454 285.750 0.677 29.017 1259.000 1319.000 88.025 12.303 2.303 0.434 0.927 +2455 278.500 0.806 21.932 1517.000 1311.500 65.772 16.995 1.292 0.774 0.940 +2456 1841.750 0.740 60.301 1534.000 1300.000 164.120 47.818 1.243 0.804 0.968 +2457 3487.750 0.763 85.796 1122.000 1358.000 49.254 60.356 1.343 0.745 0.955 +2458 3135.500 0.796 74.404 2173.500 1355.500 53.746 54.484 1.340 0.746 0.971 +2459 2145.000 0.746 65.795 1179.500 1293.000 133.152 52.088 1.154 0.867 0.954 +2460 130.750 0.761 16.279 1867.500 1293.500 100.620 12.402 1.047 0.955 0.898 +2461 2926.500 0.717 81.727 2362.500 1345.000 31.745 58.940 1.204 0.830 0.967 +2462 2590.750 0.759 76.199 2085.500 1302.500 167.879 41.889 1.716 0.583 0.966 +2463 265.500 0.745 25.773 1267.000 1295.500 108.083 13.500 1.664 0.601 0.954 +2464 170.250 0.677 20.555 737.000 1298.000 175.815 11.753 1.655 0.604 0.934 +2465 750.500 0.711 43.546 2253.500 1306.000 158.443 26.250 1.397 0.716 0.955 +2466 723.750 0.606 42.714 601.000 1298.500 128.346 29.483 1.400 0.714 0.942 +2467 1092.500 0.843 41.512 1892.500 1298.500 91.380 35.324 1.085 0.921 0.968 +2468 5211.500 0.784 95.923 2020.000 1374.000 47.746 72.000 1.282 0.780 0.975 +2469 109.000 0.694 16.651 1280.000 1299.000 138.652 10.603 1.605 0.623 0.947 +2470 310.750 0.682 30.438 2356.000 1302.000 104.265 15.500 1.672 0.598 0.960 +2471 1851.750 0.718 70.308 1907.500 1308.500 146.310 40.584 1.678 0.596 0.960 +2472 958.500 0.771 41.908 1830.000 1314.000 160.484 33.376 1.156 0.865 0.962 +2473 2842.000 0.678 85.972 2239.500 1390.000 83.991 49.343 1.811 0.552 0.924 +2474 165.000 0.815 17.414 1295.500 1305.500 129.174 13.486 1.095 0.913 0.952 +2475 3013.250 0.824 70.401 321.500 1357.500 36.626 57.301 1.153 0.868 0.981 +2476 1921.250 0.750 59.500 737.500 1308.500 118.072 43.577 1.314 0.761 0.970 +2477 49.500 0.747 10.595 1442.000 1318.000 70.710 6.938 1.448 0.691 0.878 +2478 928.250 0.770 43.477 664.000 1319.000 149.601 29.043 1.403 0.713 0.962 +2479 3339.750 0.822 73.926 1492.500 1325.000 156.903 61.165 1.184 0.845 0.969 +2480 71.000 0.824 12.379 2160.500 1318.000 46.637 9.000 1.194 0.838 0.940 +2481 1400.750 0.753 55.731 1982.000 1365.000 80.707 40.639 1.383 0.723 0.945 +2482 284.500 0.838 22.023 1280.000 1311.000 129.472 18.500 1.106 0.904 0.960 +2483 675.000 0.814 34.398 231.000 1317.000 147.465 26.549 1.104 0.906 0.958 +2484 19259.750 0.804 177.229 466.000 1490.500 87.089 146.363 1.142 0.876 0.975 +2485 2420.250 0.753 70.109 796.000 1357.500 20.891 50.638 1.350 0.741 0.971 +2486 387.750 0.757 31.197 1264.000 1316.000 111.631 19.092 1.584 0.631 0.944 +2487 265.000 0.784 21.783 1247.000 1338.000 58.134 16.345 1.314 0.761 0.941 +2488 2357.000 0.764 64.399 1418.500 1365.000 31.345 51.913 1.105 0.905 0.955 +2489 568.750 0.732 34.817 1576.500 1341.500 35.059 26.216 1.231 0.812 0.956 +2490 537.000 0.680 36.225 629.000 1333.000 20.186 21.315 1.909 0.524 0.960 +2491 728.250 0.733 39.715 2340.000 1358.500 79.114 29.072 1.205 0.830 0.950 +2492 160.500 0.732 20.616 1295.500 1320.000 129.094 13.197 1.534 0.652 0.943 +2493 263.750 0.670 27.505 1370.500 1345.000 62.969 13.682 2.000 0.500 0.905 +2494 776.500 0.794 39.702 706.500 1321.000 106.837 26.500 1.405 0.712 0.972 +2495 398.000 0.752 28.640 2004.500 1325.000 135.707 21.500 1.158 0.864 0.959 +2496 2504.500 0.726 79.014 2270.000 1326.500 111.532 45.287 1.778 0.562 0.962 +2497 722.250 0.648 41.310 1474.500 1331.500 128.118 22.787 1.723 0.580 0.915 +2498 508.250 0.473 50.384 765.500 1365.000 49.830 19.288 2.429 0.412 0.928 +2499 693.000 0.702 41.704 2306.000 1333.500 142.306 27.709 1.436 0.696 0.950 +2500 908.500 0.789 41.331 1282.000 1332.000 145.349 31.473 1.262 0.793 0.958 +2501 1583.250 0.785 54.113 639.500 1370.500 31.781 38.512 1.310 0.763 0.969 +2502 1482.250 0.789 50.796 1090.000 1379.000 69.246 43.791 1.069 0.935 0.965 +2503 2183.000 0.861 62.101 1364.500 1377.000 37.147 48.383 1.222 0.818 0.973 +2504 745.750 0.670 40.106 615.000 1338.000 125.870 29.748 1.280 0.781 0.950 +2505 128.500 0.725 16.279 1894.500 1340.500 169.380 12.343 1.059 0.945 0.885 +2506 2374.250 0.758 66.002 1225.500 1347.000 164.174 52.042 1.108 0.902 0.946 +2507 581.750 0.726 33.712 249.000 1342.000 144.660 25.958 1.295 0.772 0.948 +2508 2801.750 0.769 74.035 2092.500 1337.000 154.819 51.858 1.312 0.762 0.972 +2509 744.750 0.759 39.217 1333.500 1359.000 19.359 27.000 1.314 0.761 0.940 +2510 464.500 0.589 40.227 591.500 1373.500 57.693 18.127 2.044 0.489 0.933 +2511 503.500 0.796 30.414 1202.500 1363.000 43.668 23.745 1.207 0.829 0.959 +2512 485.000 0.752 30.270 1997.000 1357.500 22.329 23.277 1.041 0.960 0.945 +2513 456.250 0.711 34.300 686.500 1342.000 149.323 21.500 1.440 0.694 0.949 +2514 192.000 0.650 23.033 374.500 1358.000 27.121 10.937 2.001 0.500 0.901 +2515 111.750 0.737 15.890 1908.000 1359.500 77.276 11.286 1.257 0.796 0.897 +2516 1714.750 0.771 57.020 2192.000 1357.500 144.638 43.414 1.152 0.868 0.968 +2517 370.500 0.683 30.054 2340.000 1367.000 44.326 20.058 1.457 0.686 0.937 +2518 339.000 0.605 32.268 2362.500 1346.000 139.399 14.675 2.071 0.483 0.926 +2519 1258.500 0.732 55.536 1147.000 1366.000 2.064 32.364 1.699 0.588 0.960 +2520 1452.750 0.610 63.531 1909.000 1361.000 1.804 37.063 1.820 0.549 0.859 +2521 1330.000 0.726 52.118 718.500 1359.500 151.960 38.248 1.403 0.713 0.965 +2522 1028.750 0.747 50.085 542.000 1362.500 165.548 29.000 1.592 0.628 0.961 +2523 254.750 0.731 24.581 2391.000 1354.500 94.667 16.010 1.513 0.661 0.924 +2524 865.750 0.721 44.903 2307.000 1391.500 44.549 26.775 1.424 0.702 0.966 +2525 408.000 0.811 26.833 2167.000 1369.000 26.565 22.500 1.080 0.926 0.956 +2526 906.500 0.706 48.541 765.500 1383.500 18.622 25.000 1.982 0.505 0.975 +2527 645.750 0.732 36.017 1983.500 1365.500 166.350 24.687 1.436 0.696 0.901 +2528 129.750 0.778 16.194 367.000 1366.000 8.881 12.435 1.065 0.939 0.903 +2529 1960.000 0.812 60.299 1099.000 1377.000 174.289 44.030 1.253 0.798 0.972 +2530 112.250 0.739 16.568 1327.000 1363.500 174.806 9.000 1.829 0.547 0.933 +2531 200.750 0.812 20.156 1217.500 1379.000 66.615 14.500 1.239 0.807 0.940 +2532 1099.000 0.810 45.025 2364.500 1360.500 119.982 35.500 1.128 0.887 0.974 +2533 3504.250 0.730 91.012 659.500 1375.000 152.872 54.255 1.573 0.636 0.966 +2534 1347.250 0.767 53.584 1947.000 1406.500 49.921 35.255 1.528 0.655 0.962 +2535 117.250 0.676 18.344 1908.000 1362.000 107.447 11.667 1.470 0.680 0.888 +2536 206.000 0.726 22.699 1468.500 1371.500 172.405 13.500 1.669 0.599 0.927 +2537 312.000 0.751 24.990 1203.000 1365.000 109.885 19.143 1.154 0.867 0.933 +2538 743.750 0.649 48.324 1490.500 1366.000 151.579 24.243 2.058 0.486 0.950 +2539 112.000 0.649 19.294 1347.000 1366.000 148.782 10.000 1.779 0.562 0.964 +2540 294.250 0.802 23.345 1330.500 1378.500 9.866 19.058 1.085 0.922 0.938 +2541 2023.250 0.789 62.211 1418.000 1366.500 111.203 46.582 1.151 0.869 0.972 +2542 420.500 0.696 32.650 2340.000 1368.000 117.350 20.000 1.343 0.745 0.954 +2543 702.250 0.781 40.525 2136.000 1386.000 9.230 24.294 1.623 0.616 0.957 +2544 835.000 0.659 44.735 2254.500 1410.000 64.867 24.681 1.577 0.634 0.946 +2545 233.750 0.621 25.520 1455.000 1379.500 145.376 14.569 1.522 0.657 0.928 +2546 3433.750 0.799 78.603 1298.000 1387.500 138.094 59.602 1.312 0.762 0.976 +2547 2689.250 0.698 73.056 2006.500 1388.500 168.152 57.857 1.262 0.793 0.944 +2548 582.750 0.785 33.204 1354.000 1375.500 108.435 24.789 1.205 0.830 0.944 +2549 660.000 0.769 38.269 1477.000 1377.000 118.909 23.803 1.523 0.657 0.950 +2550 258.750 0.783 22.051 1212.500 1389.500 32.969 16.617 1.310 0.763 0.931 +2551 137.250 0.579 22.389 576.500 1382.000 156.297 11.343 1.933 0.517 0.893 +2552 1379.500 0.837 47.424 2161.000 1396.500 155.056 40.966 1.046 0.956 0.970 +2553 94.750 0.568 20.396 1915.000 1381.000 168.690 7.000 2.725 0.367 0.917 +2554 722.000 0.742 40.262 2077.500 1392.500 165.619 25.500 1.703 0.587 0.960 +2555 1607.500 0.657 56.586 1453.500 1381.000 136.432 48.005 1.076 0.929 0.921 +2556 1193.000 0.758 48.332 1902.000 1387.500 155.556 36.438 1.341 0.745 0.921 +2557 544.000 0.664 37.796 1971.000 1406.500 27.582 21.313 1.646 0.607 0.937 +2558 848.500 0.770 43.278 523.500 1413.000 40.314 29.876 1.321 0.757 0.967 +2559 272.250 0.682 27.586 555.500 1401.500 43.531 15.566 1.847 0.541 0.933 +2560 598.000 0.793 34.918 1372.500 1402.000 29.134 22.500 1.365 0.732 0.971 +2561 400.500 0.817 25.962 2126.500 1410.000 74.358 22.078 1.151 0.869 0.948 +2562 1127.000 0.645 55.159 1265.500 1395.000 134.265 32.890 1.540 0.649 0.959 +2563 4352.750 0.781 83.596 577.000 1472.500 87.257 72.436 1.091 0.916 0.950 +2564 964.750 0.703 52.089 1495.500 1420.000 21.393 26.817 1.963 0.509 0.955 +2565 928.500 0.723 43.566 2004.500 1390.500 121.866 30.390 1.304 0.767 0.955 +2566 1267.000 0.764 51.042 2206.500 1397.000 150.673 33.307 1.492 0.670 0.964 +2567 1452.500 0.776 51.022 2252.000 1422.500 24.305 38.721 1.312 0.762 0.962 +2568 855.750 0.761 39.528 1251.500 1433.000 71.565 31.736 1.024 0.976 0.956 +2569 1092.000 0.834 46.317 2127.500 1430.500 45.437 34.500 1.179 0.848 0.979 +2570 144.500 0.633 20.261 1107.500 1401.500 164.249 10.884 1.690 0.592 0.915 +2571 1564.250 0.778 55.743 1519.000 1442.500 23.806 36.898 1.527 0.655 0.965 +2572 224.500 0.758 22.322 1370.500 1402.500 105.593 14.716 1.612 0.620 0.933 +2573 310.500 0.614 32.596 2325.500 1420.000 32.471 13.815 2.287 0.437 0.936 +2574 886.250 0.762 41.617 2092.500 1406.500 144.782 31.759 1.160 0.862 0.966 +2575 1753.750 0.748 55.698 2055.500 1449.000 49.733 44.008 1.219 0.821 0.951 +2576 676.000 0.751 37.901 1377.500 1425.000 8.344 26.313 1.412 0.708 0.949 +2577 727.500 0.835 34.340 1935.000 1432.500 42.049 29.401 1.053 0.950 0.960 +2578 352.750 0.765 25.500 1962.000 1409.500 118.072 19.928 1.292 0.774 0.941 +2579 464.500 0.723 32.202 665.000 1409.000 115.769 21.500 1.327 0.754 0.956 +2580 93.250 0.717 14.151 1982.000 1422.500 57.995 10.000 1.296 0.772 0.905 +2581 1392.000 0.766 51.325 2285.000 1450.500 42.236 40.334 1.197 0.835 0.967 +2582 164.750 0.748 18.608 523.500 1414.500 120.700 11.696 1.350 0.741 0.945 +2583 1229.250 0.635 62.626 680.000 1438.500 19.592 33.500 1.774 0.564 0.964 +2584 1486.750 0.757 55.084 1208.000 1426.000 156.460 40.209 1.274 0.785 0.966 +2585 1456.250 0.731 58.382 2179.000 1423.000 151.899 35.766 1.653 0.605 0.963 +2586 220.750 0.758 20.304 1918.000 1420.500 142.001 15.161 1.157 0.864 0.919 +2587 235.250 0.760 20.839 2160.000 1433.000 30.256 14.610 1.366 0.732 0.921 +2588 706.000 0.715 40.311 2323.000 1453.500 60.255 27.279 1.348 0.742 0.954 +2589 3216.750 0.746 84.300 1390.000 1493.000 53.198 55.641 1.533 0.652 0.976 +2590 1037.250 0.798 42.048 1480.000 1425.000 154.654 34.308 1.097 0.912 0.965 +2591 681.500 0.774 37.313 1980.500 1423.000 122.412 25.456 1.537 0.651 0.950 +2592 655.250 0.749 36.017 2227.500 1428.000 166.350 25.551 1.315 0.761 0.952 +2593 385.000 0.590 34.886 1355.000 1451.000 27.300 17.838 1.969 0.508 0.929 +2594 508.250 0.709 33.560 1465.000 1455.500 65.344 23.464 1.193 0.838 0.945 +2595 1014.250 0.770 44.500 1270.000 1460.500 25.989 35.250 1.292 0.774 0.964 +2596 267.750 0.611 29.026 2003.500 1434.000 169.077 12.471 2.061 0.485 0.919 +2597 3823.000 0.782 83.932 492.500 1481.500 5.812 64.484 1.050 0.953 0.975 +2598 93.500 0.795 13.928 655.000 1429.500 111.038 10.396 1.321 0.757 0.916 +2599 1933.500 0.802 61.664 2107.000 1441.500 161.565 46.781 1.210 0.826 0.972 +2600 646.750 0.795 33.978 1952.000 1441.500 147.011 24.740 1.227 0.815 0.955 +2601 283.000 0.684 27.354 663.500 1434.500 149.216 15.369 1.768 0.566 0.922 +2602 66.750 0.655 13.038 643.500 1436.000 147.529 8.251 1.402 0.713 0.863 +2603 242.000 0.599 24.130 1442.500 1455.500 55.981 19.596 1.125 0.889 0.927 +2604 522.250 0.743 35.560 626.000 1468.000 62.354 20.670 1.607 0.622 0.958 +2605 1843.000 0.726 67.186 1369.500 1501.500 75.343 38.099 1.603 0.624 0.970 +2606 2505.250 0.696 76.236 2259.000 1512.500 85.486 48.726 1.597 0.626 0.923 +2607 609.750 0.727 36.056 2166.500 1440.000 123.690 22.683 1.492 0.670 0.952 +2608 1888.000 0.774 56.403 1994.500 1474.000 24.066 46.518 1.136 0.880 0.949 +2609 154.500 0.677 22.192 2033.500 1440.500 157.479 9.500 2.220 0.451 0.956 +2610 1352.250 0.642 51.856 1316.000 1474.000 39.523 43.283 1.082 0.925 0.871 +2611 2684.500 0.789 66.370 2065.000 1485.500 6.054 55.581 1.147 0.872 0.950 +2612 120.000 0.648 17.493 1518.500 1443.500 120.964 10.347 1.730 0.578 0.886 +2613 553.500 0.735 33.264 595.000 1471.500 42.563 26.936 1.122 0.892 0.948 +2614 136.250 0.766 16.978 1259.500 1448.000 103.627 11.183 1.595 0.627 0.918 +2615 256.250 0.669 27.244 2047.500 1451.000 137.231 12.582 2.040 0.490 0.931 +2616 226.750 0.673 23.927 1983.000 1451.500 116.030 17.301 1.249 0.801 0.921 +2617 4448.500 0.773 88.391 2200.500 1455.500 111.922 70.012 1.344 0.744 0.932 +2618 225.250 0.645 23.087 1466.000 1456.500 175.030 15.460 1.275 0.784 0.910 +2619 205.750 0.590 25.710 1236.500 1459.500 166.504 15.091 1.689 0.592 0.900 +2620 390.500 0.672 29.347 1288.000 1462.500 156.930 22.263 1.180 0.847 0.927 +2621 2278.500 0.841 62.604 1441.000 1456.000 126.229 50.457 1.102 0.908 0.977 +2622 1010.500 0.808 41.440 1221.500 1464.000 131.576 32.965 1.091 0.917 0.964 +2623 611.250 0.670 36.473 2150.500 1476.000 151.327 22.186 1.436 0.697 0.943 +2624 1360.000 0.706 53.782 1250.000 1495.500 16.750 38.132 1.426 0.701 0.903 +2625 233.250 0.626 26.912 2049.000 1462.000 125.166 14.096 1.603 0.624 0.912 +2626 1250.500 0.740 57.554 557.000 1516.500 50.641 31.428 1.701 0.588 0.967 +2627 734.500 0.675 41.018 592.000 1505.000 44.012 30.109 1.207 0.828 0.951 +2628 1965.500 0.723 65.776 1270.500 1507.500 18.159 41.326 1.538 0.650 0.950 +2629 2425.500 0.695 76.865 2106.500 1504.000 171.396 45.878 1.676 0.597 0.925 +2630 1893.250 0.756 61.664 2017.000 1521.500 18.435 40.360 1.397 0.716 0.958 +2631 1239.500 0.688 54.829 486.000 1536.500 83.718 34.218 1.587 0.630 0.948 +2632 1353.750 0.809 50.621 1347.000 1532.500 86.035 37.639 1.241 0.806 0.967 +2633 415.250 0.603 38.003 1421.500 1488.000 122.645 15.633 2.671 0.374 0.929 +2634 1525.250 0.811 56.473 1381.000 1503.500 159.800 36.926 1.507 0.664 0.970 +2635 159.500 0.618 18.668 506.000 1514.500 82.304 15.684 1.122 0.892 0.889 +2636 378.250 0.751 28.692 1360.500 1525.500 48.532 18.508 1.410 0.709 0.946 +2637 381.500 0.676 29.585 2066.000 1513.000 149.534 18.363 1.518 0.659 0.936 +2638 104.250 0.663 18.200 2091.500 1506.500 159.075 8.000 1.993 0.502 0.933 +2639 3934.000 0.712 92.829 518.500 1593.000 70.491 60.361 1.594 0.627 0.945 +2640 657.000 0.747 37.165 1444.000 1508.000 146.524 24.500 1.445 0.692 0.968 +2641 8.000 0.690 5.025 1382.000 1514.000 95.711 2.500 1.741 0.574 0.865 +2642 2844.250 0.784 73.926 2094.500 1514.000 149.967 53.855 1.369 0.731 0.979 +2643 1294.500 0.795 46.519 2160.000 1551.000 25.463 38.890 1.104 0.906 0.969 +2644 4883.250 0.845 86.764 1288.500 1595.000 64.026 75.408 1.069 0.936 0.975 +2645 1058.750 0.747 46.049 548.500 1552.000 48.521 32.791 1.170 0.855 0.965 +2646 393.000 0.573 37.752 1384.500 1518.500 101.459 16.453 2.164 0.462 0.923 +2647 962.500 0.729 49.155 1355.500 1528.500 133.764 28.534 1.659 0.603 0.966 +2648 199.000 0.467 30.438 1353.000 1530.500 104.265 9.331 3.505 0.285 0.898 +2649 338.500 0.747 29.155 2202.500 1532.000 120.964 19.060 1.569 0.637 0.953 +2650 1389.750 0.769 50.062 1393.500 1574.500 50.268 38.267 1.080 0.926 0.971 +2651 277.750 0.766 25.298 2220.000 1536.000 108.435 14.000 1.650 0.606 0.961 +2652 315.000 0.661 27.573 2196.500 1570.500 85.840 20.672 1.222 0.818 0.920 +2653 4265.750 0.857 83.187 2146.500 1634.000 80.311 68.500 1.129 0.886 0.974 +2654 1147.000 0.667 54.203 532.500 1583.000 29.876 29.252 1.687 0.593 0.963 +2655 111.250 0.747 15.945 1350.500 1557.500 131.186 10.478 1.378 0.726 0.934 +2656 19.000 0.572 8.246 1363.500 1572.000 75.964 3.343 2.887 0.346 0.800 +2657 452.500 0.789 28.504 1368.000 1565.500 127.875 22.500 1.235 0.810 0.960 +2658 1081.250 0.756 47.909 1349.500 1569.500 108.246 31.363 1.446 0.692 0.960 +2659 513.500 0.720 32.962 1373.000 1586.000 112.286 20.496 1.493 0.670 0.953 +2660 277.750 0.627 29.436 1316.000 1601.500 159.102 17.002 1.727 0.579 0.920 +2661 725.000 0.748 39.437 1335.500 1615.500 129.341 28.025 1.351 0.740 0.960 diff --git a/piezometers.py b/piezometers.py index e8a53bc..0ebc852 100644 --- a/piezometers.py +++ b/piezometers.py @@ -150,7 +150,7 @@ def calcite(piezometer=None): Assumptions ----------- - - The piezometer relation of Rutter (1995) requires entering the grain size + - The piezometer of Rutter (1995) requires entering the grain size as the linear mean apparent grain size calculated using equivalent circular diameters with no stereological correction. """