{ "cells": [ { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from scipy.optimize import curve_fit\n", "\n", "\n", "import plotly\n", "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", "import plotly.graph_objs as go\n", "import plotly.io as pio\n", "\n", "init_notebook_mode(connected=True)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['id', 'E', 'theta', 'theta_start', 'colNum', 'L', 'state'], dtype='object')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trap18 = pd.read_table(\"../output/trap[18000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", "trap16 = pd.read_table(\"../output/trap[16000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", "trap14 = pd.read_table(\"../output/trap[14000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", "trap12 = pd.read_table(\"../output/trap[12000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", "trap18.columns" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "bins = 60\n", "\n", "hist18_plot = go.Histogram(x = 18000 - trap18.E, nbinsx=bins, opacity=0.5, name = \"E = 18 keV\")\n", "hist16_plot = go.Histogram(x = 16000 - trap16.E, nbinsx=bins, opacity=0.5, name = \"E = 16 keV\")\n", "hist14_plot = go.Histogram(x = 14000 - trap14.E, nbinsx=bins, opacity=0.5, name = \"E = 14 keV\")\n", "hist12_plot = go.Histogram(x = 12000 - trap12.E, nbinsx=bins, opacity=0.5, name = \"E = 12 keV\")" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "name": "E = 12 keV", "nbinsx": 60, "opacity": 0.5, 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3359.040000000001, 2903.5599999999995, 1619.1000000000004, 2297.83, 1507.7000000000007, 1707.2000000000007, 710.7000000000007, 145, 799.8999999999996, 753.5, 187.70000000000073, 2115.4799999999996, 12.299999999999272, 2912.7299999999996, 3314.59, 150.70000000000073, 2503.5499999999993, 2691.8500000000004, 3845.6099999999997, 2341.540000000001, 3364.9300000000003, 2444.370000000001, 47.399999999999636, 3179.8899999999994, 3896.49, 1417.7999999999993, 3061.1900000000005, 450.10000000000036, 814.5, 2347.040000000001, 1669, 3048.370000000001, 2930.67, 1373.7999999999993, 508.7999999999993, 2096.0200000000004, 2100.7800000000007, 139.39999999999964, 1989.2000000000007, 1727.5, 19.600000000000364, 1586.7000000000007, 3812.1000000000004, 2669.34, 2632.9300000000003, 2249.33, 2746.379999999999, 2593.0499999999993, 2934.6399999999994, 730.7000000000007, 1818.3999999999996, 633, 470.7000000000007, 3702.370000000001, 3974.62, 1067, 2302.76, 1869.7000000000007, 2960.2800000000007, 661.3999999999996, 3867.25, 2757.7700000000004, 549.5, 348.5, 828, 2389.540000000001, 829.1000000000004, 12.299999999999272, 948.7999999999993, 1698.2000000000007, 678.6000000000004, 3596.0300000000007, 456.39999999999964, 1941, 819.5, 3181.629999999999, 3298.9699999999993, 2089.5699999999997, 20.899999999999636, 2810.41, 3076.3999999999996, 2981.76, 3763.459999999999, 3651.76, 3492.8600000000006, 535.7000000000007, 1436.6000000000004, 3738.24, 2311.7199999999993, 1643.8999999999996, 1491.3999999999996, 11.299999999999272, 20.299999999999272, 3518.620000000001, 3671.8899999999994, 158.10000000000036, 1145.5, 1446.7999999999993, 3119.1800000000003, 3894.9700000000003, 2318.8199999999997, 3701.2000000000007, 2008.58, 16.899999999999636, 1377.1000000000004, 2995.83, 2266.84, 1998.2999999999993, 1072, 2625.25, 2612.1900000000005, 0.2000000000007276, 243.10000000000036, 126, 3923.66, 1467.6000000000004, 2730.4400000000005, 2185.01, 0.3999999999996362, 3781.9300000000003, 1908.1000000000004, 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488.89999999999964, 2905.6499999999996, 1255.6000000000004, 3937.75, 1265, 350.5, 262.2999999999993, 2961.01, 2695.8099999999995, 2424.8600000000006, 43.600000000000364, 2329.7199999999993, 2690.7000000000007, 951.7000000000007, 3988.6499999999996, 2374.4400000000005, 3300.6399999999994, 3130.209999999999, 1852.7000000000007, 661, 1945.3999999999996, 205.39999999999964, 490.5, 3213.3899999999994, 148.79999999999927, 637.6000000000004, 905.1000000000004, 2685.24, 3184.1499999999996, 1952.7000000000007, 3710.6100000000006, 3253.8199999999997, 2700.3199999999997, 2102.9500000000007, 1258.6000000000004, 30.700000000000728, 1753.6000000000004, 2029.6800000000003, 1222.3999999999996, 2539.5200000000004, 1625, 389.7999999999993, 3680.25, 61.70000000000073, 1284.5, 1953.2000000000007, 3308.5200000000004, 3814.79, 2030.58, 843.7999999999993, 16.799999999999272, 2125.040000000001, 386, 322.5, 2915.08, 2802.4799999999996, 1561.3999999999996, 566.2000000000007, 650.3999999999996, 738.7999999999993, 3344.379999999999, 40.79999999999927, 1719.3999999999996, 212.79999999999927, 12.799999999999272, 235.20000000000073, 636.5, 92.20000000000073, 790.3999999999996, 3499.8500000000004, 3799.76, 1206.7999999999993, 1582.3999999999996, 535.1000000000004, 29.799999999999272, 1014.2000000000007, 2299.01, 2053.0200000000004, 657.2999999999993, 3886.75, 2798.8199999999997, 3940.4799999999996, 2.7999999999992724, 1053.3999999999996, 496.7000000000007, 807.1000000000004, 1791.6000000000004, 3695.66, 3100.290000000001, 2302.1499999999996, 2103.75, 0.2000000000007276, 1612.8999999999996, 990.2000000000007, 2958.6000000000004, 3132.4699999999993, 1789.5, 1144.1000000000004, 2694.370000000001, 822.2999999999993, 2394.4699999999993, 2836.790000000001, 1027.5, 2654.9699999999993, 1166.3999999999996, 508.60000000000036, 1289.2000000000007, 3409.26, 3729.41, 2635.870000000001, 2284.9400000000005, 2949.0200000000004, 2914.9400000000005, 3025.6499999999996, 3901.5200000000004, 2495.17, 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3122.2199999999993, 2535.9500000000007, 1815.1000000000004, 435.89999999999964, 263.7000000000007, 3329.26, 3962.3999999999996, 1558.3999999999996, 2632.66, 3905.25, 291.89999999999964, 1882.7000000000007, 2001.4899999999998, 3486.67, 748.7000000000007, 576.2000000000007, 3593.0200000000004, 1071.6000000000004, 3276.8899999999994, 776.2000000000007, 2741.959999999999, 57, 2772.0699999999997, 3438.33, 1034.2000000000007, 2591.33, 544.2000000000007, 3178.8199999999997, 1591.2999999999993, 2191.9300000000003, 29.899999999999636, 3233.879999999999, 3859.5299999999997, 719, 383.39999999999964, 3501.5499999999993, 3640.76, 219, 2991.5599999999995, 3620, 0, 80.5, 664.5, 2428.17, 21.799999999999272, 478.7000000000007, 3364.0300000000007, 2970.6100000000006, 2257.790000000001, 3007.620000000001, 3439.459999999999, 875.6000000000004, 2486.41, 3713.9799999999996, 3601.92, 3688.0599999999995, 1940, 1300.7000000000007, 3899.66, 3392.8199999999997, 2549.5499999999993, 1319.3999999999996, 3778.540000000001, 3299.8500000000004, 76, 2046.0499999999993, 1449.7999999999993, 2986.7999999999993, 1031.1000000000004, 2687.8199999999997, 2262.8199999999997, 1937.2999999999993, 48.600000000000364, 2229.1499999999996, 228.70000000000073, 3385.370000000001, 2291.74, 1160.7999999999993, 13.5, 3131.0200000000004, 3714.1499999999996, 310.10000000000036, 1015, 1556.2000000000007, 2551.3199999999997, 653.5, 2865.9500000000007, 3886.6099999999997, 2079.1800000000003, 1882.3999999999996, 3332.08, 20.600000000000364, 2659.5200000000004, 1452.2999999999993, 3581.4300000000003, 414, 13.200000000000728, 3997.4799999999996, 930.7000000000007, 1075.7999999999993, 141.20000000000073, 2438.129999999999, 594.3999999999996, 83.39999999999964, 1980.7999999999993, 3221.08, 1822.7999999999993, 2008.6200000000008, 2442.629999999999, 3580.5599999999995, 2034.7299999999996, 2388.84, 2976.2800000000007, 2346.7800000000007, 3386.870000000001, 660.3999999999996, 2044.08, 967.7999999999993, 2712.8199999999997, 428.89999999999964, 3003.0499999999993, 776, 652.3999999999996, 2329.3199999999997, 1701.7000000000007, 1603.2000000000007, 3588.2000000000007, 476.60000000000036, 658.5, 1192, 2179.5499999999993, 524.3999999999996, 2638.5200000000004, 3984.74, 3691.5699999999997, 3275.2700000000004, 15.799999999999272, 768.2000000000007, 548.2000000000007, 3303.8099999999995, 2233.629999999999, 2138.84, 3160.66, 2287.6399999999994, 3132.6900000000005, 505.7999999999993, 1924.8999999999996, 3869.3199999999997, 2953.959999999999, 88.60000000000036, 641.1000000000004, 1651, 2696.49, 1805.6000000000004, 3360.92, 1024.7999999999993, 762.6000000000004, 3295.790000000001, 2482.5499999999993, 3504.6499999999996, 1553, 800.7000000000007, 3134.379999999999, 1214, 788.2000000000007, 2650.459999999999, 2081.0599999999995, 2886.25, 144.60000000000036, 3180.879999999999, 3777.3600000000006, 1882.2999999999993, 2560.3899999999994, 2468.370000000001, 3914.16, 892.2000000000007, 2074.83, 3438.4300000000003, 522.2999999999993, 2911.24, 2958.4300000000003, 2299.5300000000007, 2432.7000000000007, 1986.7000000000007, 2586.2800000000007, 2067.42, 96.79999999999927, 1597.2000000000007, 2186.01, 1665.7999999999993, 2846.26, 2166.8999999999996, 3292.0200000000004, 1874.5, 3934.6499999999996, 455.7000000000007, 742.7000000000007, 2458.25, 2814.1800000000003, 3565.0599999999995, 1996.1000000000004, 425.10000000000036, 584.1000000000004, 2546.5300000000007, 3962.7, 3153.2000000000007, 2636.01, 2531.2000000000007, 3191.959999999999, 2585.8999999999996, 593.2999999999993, 20, 2283.58, 38, 3704.58, 2545.5599999999995, 3857.0699999999997, 848.7999999999993, 2019.9899999999998, 2744.67, 3682.0300000000007, 2610.2000000000007, 1319.1000000000004, 1407, 638.6000000000004, 1998, 2826.66, 3009.1499999999996, 2823.41, 1344.6000000000004, 494.2000000000007, 1323.2999999999993, 414.2999999999993, 2719.1399999999994, 3000.2299999999996, 1743.7999999999993, 649.1000000000004, 1093.7000000000007, 3523.51, 2703.6100000000006, 3337.0499999999993, 3231.25, 2270.790000000001, 1853.3999999999996, 2342.1100000000006, 2762.6000000000004, 1592.7000000000007, 346.89999999999964, 3137.8500000000004, 660.8999999999996, 1719, 3481.3500000000004, 2141.1399999999994, 2162.379999999999, 3690.7199999999993, 3932.05, 2979.4300000000003, 290.5, 1692.2000000000007, 1752.1000000000004, 3147.26, 60.5, 3035.7700000000004, 17.200000000000728, 2493.4300000000003, 3464.4500000000007, 3683.370000000001, 2935.1900000000005, 1673.1000000000004, 3589.66, 2472.7800000000007, 2719.2700000000004, 2412.26, 169.60000000000036, 1274.6000000000004, 1779.7000000000007, 3714.8999999999996, 1309.2999999999993, 1548.5, 17.799999999999272, 135.79999999999927, 391.10000000000036, 2872.8899999999994, 427.10000000000036, 3255.0699999999997, 3027.3099999999995, 1957.2999999999993, 3477.209999999999, 1550.3999999999996, 2604.620000000001, 0, 1048.7999999999993, 672.1000000000004, 2155.51, 1236.3999999999996, 91, 1215.5, 1488.6000000000004, 3044.0200000000004, 2690.4699999999993, 2735.370000000001, 3074.58, 981.7999999999993, 3806.5, 3432.92, 3401.6900000000005, 1744.8999999999996, 3480.74, 579.5, 2109.4500000000007, 3135.1000000000004, 1998.7999999999993, 1598.3999999999996, 3739.3999999999996, 1542.6000000000004, 3791.74, 2504.9699999999993, 3930.7200000000003, 3039.3999999999996, 2652.24, 882.7000000000007, 2042.33, 254, 3502.6000000000004, 511.89999999999964, 1.2999999999992724, 1550.6000000000004, 3003.2299999999996, 1498.2999999999993, 3151.34, 256, 2043.3799999999992, 654.5, 97.60000000000036, 3094.26, 2314.129999999999, 2188.42, 3671.58, 2850.4699999999993, 2257.629999999999, 1886.6000000000004, 2827.83, 1036.6000000000004, 1458.2000000000007, 1772.6000000000004, 2895.1399999999994, 769.7000000000007, 986.7999999999993, 3420.9799999999996, 0, 1129.1000000000004, 2015.9099999999999, 2371.3099999999995, 3937.09, 1642.6000000000004, 99.10000000000036, 3896.3500000000004, 2918.5599999999995, 428.10000000000036, 852.1000000000004, 3578.67, 84.5, 255.29999999999927, 3483.41, 3890.83, 2393.5300000000007, 2347.6499999999996, 3338.3600000000006, 2791.76, 848.7999999999993, 466.2000000000007, 1434.2000000000007, 655.5, 931.7000000000007, 2458.879999999999, 1077.5, 2828.92, 3467.16, 727.5, 2281.1900000000005, 3233.24, 2891.459999999999, 1852.8999999999996, 1340.6000000000004, 378.2999999999993, 3804.2700000000004, 952.7999999999993, 3097.7299999999996, 1904.3999999999996, 832.7999999999993, 617.5, 13.600000000000364, 2364.3099999999995, 2011.17, 1103.8999999999996, 159.29999999999927, 2355.17, 1078.7999999999993, 2260.0499999999993, 2577.0499999999993, 2433.370000000001, 3253.33, 2088.0499999999993, 3357.629999999999, 2033.9599999999991, 292, 2353.5200000000004, 3993.1000000000004, 810.7999999999993, 3620.67, 1190.2000000000007, 12.600000000000364, 3377.24, 1800.7000000000007, 1693.2000000000007, 2099.5699999999997, 3927.95, 2429.7199999999993, 789.8999999999996, 3651.6499999999996, 2089.3500000000004, 1130.8999999999996, 2873.0200000000004, 738.7999999999993, 469, 3121.3500000000004, 2442.1499999999996, 2141.4400000000005, 3617.16, 124.10000000000036, 1163.2000000000007, 2839.25, 3332.8500000000004, 380.60000000000036, 1061.2000000000007, 1172.3999999999996, 1591.2999999999993, 1456.6000000000004, 2197.540000000001, 2672.99, 1858, 608.3999999999996, 2762.6499999999996, 2260.83, 2456.33, 3555.67, 2523.16, 1840, 1392.7000000000007, 13.100000000000364, 3298.75, 193.29999999999927, 2461.58, 3900.63, 2100.3500000000004, 1098.5, 2192.0300000000007, 1676.8999999999996, 815.2999999999993, 105.79999999999927, 660.6000000000004, 1450.1000000000004, 3169.5699999999997, 1309, 2296.3899999999994, 1489.7000000000007, 172.29999999999927, 1918.6000000000004, 305.7000000000007, 206.89999999999964, 3871.16, 2795.1900000000005, 3283.2800000000007, 2518.25, 1599.1000000000004, 2903.9300000000003, 304.39999999999964, 590.7999999999993, 624.3999999999996, 3898.54, 2804.8500000000004, 452.7999999999993, 157.89999999999964, 393.39999999999964, 767.8999999999996, 344.5, 178.20000000000073, 1430.5, 2373.41, 543, 3418.01, 2012.1599999999999, 1734.3999999999996, 1453.2000000000007, 3534.49, 1327.1000000000004, 3065.91, 3804.74, 2162.8999999999996, 1475.5, 1746.3999999999996, 2491.67, 2448.5200000000004, 3611.59, 3594.08, 1785.3999999999996, 2436.0300000000007, 577.2000000000007, 499.10000000000036, 3722.6000000000004, 1300.8999999999996, 1823.1000000000004, 550.2999999999993, 13.299999999999272, 2850.9699999999993, 3337.870000000001, 3109.2999999999993, 2863.459999999999, 232.60000000000036, 2002.2000000000007, 2651.6000000000004, 833.7000000000007, 3933.5699999999997, 3225.84, 2369.0499999999993, 93.70000000000073, 3506.1900000000005, 790.7999999999993, 2760.5499999999993, 1999, 1528.2999999999993, 1934.8999999999996, 1613, 14.700000000000728, 1050.6000000000004, 2308.09, 31.299999999999272, 1519.2999999999993, 2244.3899999999994, 1624.6000000000004, 1313.2999999999993, 367.7999999999993, 2350.9400000000005, 3325.51, 428.2999999999993, 1321.3999999999996, 3188.5, 419.39999999999964, 3443.1000000000004, 1205.1000000000004, 381.2999999999993, 2153.2700000000004, 2202.459999999999, 1522.7000000000007, 1466.2000000000007, 2553.6100000000006, 0.2999999999992724, 2525.24, 401.7000000000007, 3846.1000000000004, 472.2999999999993, 463.39999999999964, 2604.6100000000006, 3806.66, 2831.9400000000005, 3315.290000000001, 1368.7999999999993, 756.1000000000004, 909.7000000000007, 1297.2999999999993, 103.29999999999927, 2613.3099999999995, 49.100000000000364, 1838.6000000000004, 3868.8599999999997, 1676.2000000000007, 710.1000000000004, 2015.6900000000005, 2317.17, 3532.09, 2323.24, 2800.459999999999, 2985.7999999999993, 429.39999999999964, 1685.2999999999993, 1768.7000000000007, 3978.21, 925, 3466.9300000000003, 0.1000000000003638, 3614.9699999999993, 1988.5, 2415.24, 3281.0699999999997, 3841.6499999999996, 2709.2999999999993, 3294.120000000001, 3347.290000000001, 555.5, 1437.7999999999993, 3135.2299999999996, 1332.7000000000007, 686.6000000000004, 1245.6000000000004, 1849.8999999999996, 1034.7999999999993, 20.5, 2965.3899999999994, 3681.4699999999993, 1312.1000000000004, 3143.3500000000004, 1840, 2804.4500000000007, 2548.1399999999994, 13.100000000000364, 694.7000000000007, 108.39999999999964, 2224.5599999999995, 2370.7700000000004, 560.5, 2175.08, 811.2000000000007, 1842.8999999999996, 2928.209999999999, 1266.8999999999996, 2830.3199999999997, 1677.1000000000004, 3608.24, 1493, 2694.84, 3478.129999999999, 2724.1399999999994, 3058.2800000000007, 20.899999999999636, 2957.99, 11.600000000000364, 3019.0699999999997, 3592.120000000001, 1933.1000000000004, 1069, 198.79999999999927, 3286.1499999999996, 1056.6000000000004, 993.8999999999996, 494.39999999999964, 2346.76, 2426.2999999999993, 1599.5, 2753.2700000000004, 1223.8999999999996, 3277.4300000000003, 3172.99, 2486.5200000000004, 853, 3963.45, 341.60000000000036, 1682, 1651.8999999999996, 3399.0200000000004, 1393.6000000000004, 3602.7199999999993, 2547.129999999999, 1866.2999999999993, 3986.5699999999997, 548.5, 505.60000000000036, 2200.7700000000004, 639.1000000000004, 3121.08, 3046.870000000001, 2770.4699999999993, 1311.5, 95.29999999999927, 1507.7999999999993, 571, 2916.709999999999, 2753.7700000000004, 940.7999999999993, 32.29999999999927, 2715.1900000000005, 19, 3389.0300000000007, 710.6000000000004, 3729.7800000000007, 602.1000000000004, 563.3999999999996, 301.10000000000036, 54.899999999999636, 1181, 3734.5499999999993, 3790.75, 3054.1399999999994, 1084.6000000000004, 764.6000000000004, 932.7999999999993, 1337, 946.5, 318.39999999999964, 367.5, 1355.7999999999993, 1576.8999999999996, 3337.459999999999, 3832.01, 2754.51, 3989.5699999999997, 2535.8600000000006, 170.60000000000036, 5.600000000000364, 3315.1900000000005, 1087.8999999999996, 1245.8999999999996, 2713.6000000000004, 3766.1100000000006, 634.7000000000007, 2494.2999999999993, 3504.5699999999997, 1183.1000000000004, 1353.5, 1043.1000000000004, 3267.7199999999993, 49.600000000000364, 62.899999999999636, 2380.629999999999, 2639.2999999999993, 3044.41, 2106.290000000001, 745.7000000000007, 3199.9400000000005, 1485.2999999999993, 3950.0299999999997, 256.2999999999993, 1721.7999999999993, 3360.17, 113.20000000000073, 2024.2800000000007, 12.799999999999272, 336.5, 1839.2999999999993, 86.10000000000036, 2250.3199999999997, 120.39999999999964, 1821.7000000000007, 549.2000000000007, 3807.0300000000007, 2841.4400000000005, 13.700000000000728, 3136.0499999999993, 2967.1800000000003, 898, 3925.8, 3305, 3543.6499999999996, 1450.7999999999993, 2425.2700000000004, 680, 257.60000000000036, 3042.9699999999993, 151.10000000000036, 3580.3199999999997, 3708.9400000000005, 2597.6499999999996, 3587.9400000000005, 85.10000000000036, 1269.6000000000004, 3525.92, 3299.959999999999, 3445.209999999999, 191.70000000000073, 389.2999999999993, 2869.540000000001, 3909.3599999999997, 1010.5, 2525.879999999999, 3677.1900000000005, 3757.379999999999, 3248.01, 1569.3999999999996, 3388.1800000000003, 258.2999999999993, 82.70000000000073, 1544.1000000000004, 2033.6499999999996, 189.20000000000073, 797.5, 473.2000000000007, 477, 1605.8999999999996, 3327.709999999999, 2395.25, 874.1000000000004, 3479.0200000000004, 3999.84, 898.3999999999996, 2713.24, 13.100000000000364, 2001.75, 1116.5, 1633.5, 0.2000000000007276, 161.60000000000036, 944.7000000000007, 1403.2999999999993, 538.1000000000004, 3061.879999999999, 3332.74, 1726.5, 2002.5300000000007, 3915.92, 1603.1000000000004, 389.60000000000036, 3281.49, 866.5, 2654.26, 1006.8999999999996, 322.10000000000036, 1572.7000000000007, 2389.01, 2702, 691.7999999999993, 3497.4699999999993, 3572.1399999999994, 2858.08, 3893.1899999999996, 3108.4400000000005, 17.600000000000364, 2186.9799999999996, 3629.4699999999993, 421.7999999999993, 681.6000000000004, 1551.2999999999993, 3679.17, 1172.2000000000007, 3393.0499999999993, 917.8999999999996, 1393, 1257.2000000000007, 3459.5499999999993, 2126.7000000000007, 3421.99, 2754.16, 1859.2999999999993, 2055.120000000001, 1897.1000000000004, 2822.8500000000004, 230.10000000000036, 934, 836.8999999999996, 2244.9300000000003, 1091.5, 2459.9300000000003, 778.3999999999996, 316.5, 945.6000000000004, 3626.92, 2218.8199999999997, 515.7999999999993, 3388.26, 1903.5, 2933.99, 2240.59, 2110.0599999999995, 1950.8999999999996, 625.5, 358.10000000000036, 3070.5, 1935.2999999999993, 1948.8999999999996, 3754.41, 3247.66, 587.5, 3678.08, 2926.4699999999993, 3517.67, 3036.0499999999993, 2742.209999999999, 1336.2999999999993, 438.89999999999964, 3132.01, 247, 1351.2999999999993, 2988.040000000001, 2541.59, 1337, 56.70000000000073, 269.7000000000007, 1176.3999999999996, 137.79999999999927, 1377.3999999999996, 791.7000000000007, 3295.2999999999993, 3955.1400000000003, 3552.7299999999996, 3366.0300000000007, 3229.92, 415.7000000000007, 1205.6000000000004, 2351.41, 1458, 2065.790000000001, 1880.1000000000004, 1671.2000000000007, 2137.92, 3689.540000000001, 809.5, 1057.6000000000004, 2096.01, 2808.4799999999996, 114.70000000000073, 24.899999999999636, 2536.76, 2320.5599999999995, 831, 3810.46, 3222.2199999999993, 3089.16, 1827.7999999999993, 3254.2299999999996, 3389.4500000000007, 2845.8600000000006, 985.6000000000004, 2579.120000000001, 431.7000000000007, 2235.83, 2693.67, 1506, 474.2000000000007, 3828.99, 1937.1000000000004, 1853.2000000000007, 2027.0300000000007, 3595.4799999999996, 3046.3500000000004, 2649.3500000000004, 2038.8500000000004, 3828.7700000000004, 435.2999999999993, 2490.91, 1956.8999999999996, 2343.2700000000004, 686.2000000000007, 1923.2999999999993, 2196.34, 2219.7800000000007, 78.5, 558.8999999999996, 810.2999999999993, 684.1000000000004, 3184.58, 2840.59, 1405.2000000000007, 3763.9699999999993, 3324.3600000000006, 166.20000000000073, 1020.3999999999996, 3410.6499999999996, 754.7999999999993, 1530, 2022.2099999999991, 467.5, 3165.1900000000005, 3487.6499999999996, 3476.8199999999997, 2730.7299999999996, 201.20000000000073, 202.29999999999927, 2818.26, 3553.879999999999, 2531.9799999999996, 3638.129999999999, 2488.959999999999, 2415.0499999999993, 709.3999999999996, 2433.2199999999993, 1625.7000000000007, 1201.8999999999996, 614.6000000000004, 3569.540000000001, 990.7000000000007, 2856.8600000000006, 2588.629999999999, 2895.26, 3818.7299999999996, 2540.25, 1489.2999999999993, 1546.2000000000007, 3726.67, 3109.75, 1796.5, 3192.4500000000007, 114.89999999999964, 2923.290000000001, 1237.1000000000004, 315.2999999999993, 1499.5, 3309.3899999999994, 2740.8199999999997, 2957.9799999999996, 527.2000000000007, 31.100000000000364, 3404.620000000001, 3065.6100000000006, 3250.5699999999997, 2201.91, 3484, 854.7000000000007, 305.5, 2147.5300000000007, 938.6000000000004, 1231, 1453.5, 594, 251.79999999999927, 2417.3500000000004, 2736.66, 1012.5, 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3242.84, 1935, 2347.3500000000004, 1867.7000000000007, 15.399999999999636, 2105.75, 277.7000000000007, 227.10000000000036, 1927.2999999999993, 16.700000000000728, 1467.5, 2217.66, 2068.4799999999996, 3194.1800000000003, 2257.4300000000003, 2461.75, 2836.8899999999994, 2284.8899999999994, 3940.08, 1112.2000000000007, 586.2999999999993, 1877.6000000000004, 255.20000000000073, 1604.7000000000007, 1437.7000000000007, 3757.379999999999, 3222.0200000000004, 962.2000000000007, 3469.540000000001, 2758.959999999999, 508, 3609.4699999999993, 665.6000000000004, 3399.5699999999997, 2829.5, 1306.2000000000007, 1758.2000000000007, 1709.3999999999996, 3936.34, 1279.8999999999996, 12.700000000000728, 1816.5, 2565.74, 2131.5599999999995, 3941.75, 1450.2000000000007, 849.6000000000004, 1590.8999999999996, 3641.709999999999, 17, 2282.2999999999993, 3973.05, 942.7999999999993, 412.2000000000007, 3720.16, 3297.83, 2374.01, 3187.4799999999996, 1806.5, 3161.8500000000004, 1810.3999999999996, 2643.7999999999993, 1831.7000000000007, 758.3999999999996, 308.5, 2145.7000000000007, 2900.08, 2392.8999999999996, 1803, 3800.33, 67.39999999999964, 21.799999999999272, 1604.7000000000007, 2851.9300000000003, 385.7999999999993, 740.7000000000007, 1602.5, 410.7999999999993, 3838.83, 3677.120000000001, 753.5, 2842.4400000000005, 42.29999999999927, 3011.9799999999996, 3597.8600000000006, 3283.34, 810.7000000000007, 3593.7700000000004, 163.89999999999964, 2875.9500000000007, 3565.209999999999, 942.7000000000007, 2196.120000000001, 96.29999999999927, 3610.0200000000004, 1273.6000000000004, 623.2999999999993, 1935.1000000000004, 2753.49, 232.79999999999927, 2032.3400000000001, 819.1000000000004, 56.899999999999636, 1601.7000000000007, 1954.3999999999996, 3173.42, 2275.8500000000004, 12.299999999999272, 2034.4599999999991, 652.6000000000004, 2932.5699999999997, 194.79999999999927, 3992.2700000000004, 1292.1000000000004, 3379.6800000000003, 2644.25, 2009.0300000000007, 3191.0200000000004, 1098.8999999999996, 2147.620000000001, 1610.7000000000007, 1994.7000000000007, 2440.4799999999996, 3809.29, 3528.76, 681, 1076.3999999999996, 900.2000000000007, 2073.1800000000003, 2134.9799999999996, 3316.1900000000005, 3438.01, 83.89999999999964, 221.89999999999964, 1796.2000000000007, 3353.9400000000005, 1113.2000000000007, 3988.04, 2554.5599999999995, 1650.7999999999993, 839.3999999999996, 2489.709999999999, 1389.6000000000004, 2226.9699999999993, 2895.25, 1582.3999999999996, 1432, 3987.51, 3748.26, 2496.3899999999994, 610, 3337.0300000000007, 3985.9799999999996, 2145.4500000000007, 432.2000000000007, 909.6000000000004, 2786.2700000000004, 1850.7999999999993, 2430.3500000000004, 3173.4400000000005, 3091.870000000001, 3664.0699999999997, 2477.25, 969.7999999999993, 3301.0599999999995, 3690.2199999999993, 2447.459999999999, 2847.7299999999996, 16.899999999999636, 0.2999999999992724, 2012.6499999999996, 1078.1000000000004, 3937.01, 2989.1800000000003, 1820.2000000000007, 109.79999999999927, 2410.34, 2832.8099999999995, 3407.6000000000004, 783.1000000000004, 1004.5, 411.39999999999964, 3727.4799999999996, 505, 15.600000000000364, 2040.4699999999993, 3690.25, 892.3999999999996, 3919.34, 3581.8999999999996, 1418.8999999999996, 1313.7999999999993, 881.2000000000007, 3262.0699999999997, 1402.7999999999993, 1865.2999999999993, 3023.3899999999994, 1169, 3379.629999999999, 1736.1000000000004, 3070.7199999999993, 3304.0300000000007, 3330.629999999999, 74.20000000000073, 3905.6099999999997, 49.5, 2519.74, 2610.9300000000003, 3931.25, 482.60000000000036, 608.7999999999993, 948.3999999999996, 1572.1000000000004, 2772.83, 3528.3199999999997, 458.7999999999993, 167.20000000000073, 1628.2000000000007, 2809.7000000000007, 2236.91, 1431.2999999999993, 2386.9400000000005, 27.799999999999272, 336.2999999999993, 3530.67, 2606.1800000000003, 1020.5, 3301.1000000000004, 731, 1956.7000000000007, 3496.3099999999995, 2208.0599999999995, 1460, 2089.3600000000006, 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2498.7000000000007, 1475.7000000000007, 273.39999999999964, 913.1000000000004, 3283.41, 148.39999999999964, 3601.74, 1779.7999999999993, 2515.9500000000007, 1054.2999999999993, 3979.37, 3455.290000000001, 118.70000000000073, 3636.9799999999996, 1138.2000000000007, 853.7999999999993, 461.7000000000007, 869.5, 2211.4500000000007, 1093.8999999999996, 0.1000000000003638, 24.899999999999636, 887.1000000000004, 2173.0300000000007, 2608.01, 1914.5, 3233.3899999999994, 3550.709999999999, 1483.5, 3213.83, 3285.6000000000004, 198.29999999999927, 2125.4500000000007, 206.70000000000073, 2834.3600000000006, 229.5, 3867.5200000000004, 1322.7000000000007, 2122.5699999999997, 55.399999999999636, 1395.1000000000004, 3748.58, 3699.9799999999996, 949.5, 3998.88, 2521.709999999999, 3887.3599999999997, 2035.08, 1806.2000000000007, 2428.25, 3595.5300000000007, 3113.9699999999993, 1079.8999999999996, 3181.870000000001, 3386.67, 3123.6499999999996, 3101.620000000001, 3415.33, 405.10000000000036, 3536.4799999999996, 821.6000000000004, 285.7999999999993, 1080.6000000000004, 155.39999999999964, 832.7000000000007, 1308.2000000000007, 1963.3999999999996, 2286.540000000001, 2109.2999999999993, 2380.83, 1425.3999999999996, 651.1000000000004, 1386.8999999999996, 0.2999999999992724, 2480.7999999999993, 187.5, 2614.2800000000007, 1205.7000000000007, 56.20000000000073, 1987.7000000000007, 1659.7000000000007, 2358.9500000000007, 1634.6000000000004, 170.39999999999964, 3868.62, 790.2999999999993, 2876.5200000000004, 2218.1399999999994, 31.299999999999272, 2649.9500000000007, 2546.16, 775.3999999999996, 875.6000000000004, 1912.1000000000004, 1896.8999999999996, 2668.9400000000005, 846, 3651.0699999999997, 14.899999999999636, 3813.0200000000004, 229.39999999999964, 1777.1000000000004, 3459.4799999999996, 1901.2000000000007, 2289.540000000001, 489.89999999999964, 1959.3999999999996, 240.89999999999964, 2069.790000000001, 1891.7999999999993, 1530, 1132.5, 684.2000000000007, 1.1000000000003638, 2116.7700000000004, 2938.379999999999, 1062.8999999999996, 3799.6499999999996, 3543.3600000000006, 136, 1332.2000000000007, 3591.3600000000006, 2547.0200000000004, 3020.2800000000007, 874.7999999999993, 1214.2999999999993, 2125.99, 3138, 253.29999999999927, 3112.379999999999, 2081.7700000000004, 2078.5599999999995, 481.60000000000036, 2122.209999999999, 3681.3099999999995, 1736.5, 371.5, 861, 1470.6000000000004, 75.70000000000073, 1223, 78.5, 207.5, 1519.2000000000007, 3856.4799999999996, 1.1000000000003638, 3628.1800000000003, 2965.2199999999993, 3947.91, 1049.2000000000007, 3263.01, 3061.2199999999993, 3929.6499999999996, 1143.7000000000007, 3983.96, 21, 3639.1000000000004, 1984.6000000000004, 3150.2800000000007, 1723.1000000000004, 3579.5, 2299.8600000000006, 995.7000000000007, 2698.0499999999993, 3608.1499999999996, 3928.29, 1435.8999999999996, 3265.540000000001, 841.7000000000007, 3532.7299999999996, 594.1000000000004, 2830.3999999999996, 212.29999999999927, 3612.99, 260.39999999999964, 1239.7000000000007, 2377.74, 1553.7000000000007, 3741.75, 1766.8999999999996, 40.5, 3270.09, 1641.7000000000007, 1594, 2197.6499999999996, 3613.0499999999993, 1644.2000000000007, 2496.7299999999996, 640.6000000000004, 1993.5, 3840.42, 1438.5, 471.7999999999993, 2277.3099999999995, 3221.0200000000004, 3426.75, 2064.1499999999996, 612.7000000000007, 17.799999999999272, 981.2000000000007, 1298.6000000000004, 3426.4799999999996, 1856.8999999999996, 19.600000000000364, 896.7000000000007, 678.2999999999993, 3547.91, 3786.4699999999993, 3229.459999999999, 2112.459999999999, 715.5, 3280.5599999999995, 1475.1000000000004, 477.89999999999964, 64, 1435.7999999999993, 3769.4500000000007, 3908.0699999999997, 924, 3977.83, 1983.6000000000004, 2206.92, 3960.01, 3560.2000000000007, 2594.3500000000004, 2518.2800000000007, 3658.6800000000003, 1258.5, 634.3999999999996, 3651.379999999999, 2944.6100000000006, 1224.5, 1229.2999999999993, 2551.59, 2669.379999999999, 1440.3999999999996, 891.2999999999993, 1047.7999999999993, 1981, 3745.1900000000005, 3409.120000000001, 2098.3600000000006, 2175.2800000000007, 3989.16, 3648.1900000000005, 2307.25, 3602.7999999999993, 1647.2000000000007, 0.2000000000007276, 1269.5, 3684.2199999999993, 2163.9799999999996, 767.5, 2430.3999999999996, 1438, 1582.6000000000004, 2734.5599999999995, 3336.25, 1450.7999999999993, 2936.040000000001, 2354.7700000000004, 3181.42, 1947.7999999999993, 71.70000000000073, 1579.5, 1369.8999999999996, 1380.2000000000007, 1825.6000000000004, 2519.66, 2630.5699999999997, 3968.58, 1849.8999999999996, 182.20000000000073, 2447.6900000000005, 18.399999999999636, 1365.5, 3062.6499999999996, 463.2000000000007, 3235.58, 241.5, 350.10000000000036, 3876.7799999999997, 771.7000000000007, 1855.2999999999993, 881, 2464.6900000000005, 438.60000000000036, 2276.8999999999996, 2444.75, 138.39999999999964, 3903.1400000000003, 3539.16, 2106.6900000000005, 2019.1100000000006, 3622.4699999999993, 3440.629999999999, 2598.33, 424.5, 1617.2999999999993, 3075.5200000000004, 1997, 2915.3899999999994, 1911.8999999999996, 186.20000000000073, 2086.76, 3228.629999999999, 1002.2000000000007, 3275.4400000000005, 2979.6399999999994, 1663.6000000000004, 3437.66, 2208.7999999999993, 646.2000000000007, 311.89999999999964, 3514.459999999999, 3631.959999999999, 2632.24, 26.899999999999636, 1353.1000000000004, 16.100000000000364, 2177.92, 2391.9400000000005, 345.5, 711.1000000000004, 915.1000000000004, 294.60000000000036, 298.7999999999993, 803.7000000000007, 2642, 1063.1000000000004, 2941.290000000001, 3512.7199999999993, 1758.7000000000007, 1995.7000000000007, 643.7000000000007, 3656.2999999999993, 2549.34, 1363.5, 2859.67, 920.7000000000007, 2120.09, 1788.1000000000004, 63.899999999999636, 279.7000000000007, 3551.629999999999, 3040.709999999999, 1949.8999999999996, 2853.1399999999994, 3181.1900000000005, 3079.76, 410.89999999999964, 1824.3999999999996, 2488.84, 1127.8999999999996, 1649.1000000000004, 2185.790000000001, 3225.5499999999993, 3295.99, 3852.91, 2467.83, 1614.3999999999996, 3909.42, 2011.8099999999995, 3709.1000000000004, 3178.91, 2533.709999999999, 2528.4300000000003, 3107.959999999999, 1008, 2250.959999999999, 2550.3600000000006, 2131.67, 2763.2700000000004, 3804.0599999999995, 2211.74, 1326.7000000000007, 3006.8600000000006, 1564.2000000000007, 3035.3500000000004, 3740.290000000001, 1029.7000000000007, 3273.370000000001, 3679.7800000000007, 3007.24, 856.5, 2357.16, 13.299999999999272, 1474.1000000000004, 3967.9799999999996, 2934.7999999999993, 2962.7199999999993, 344.39999999999964, 1739.3999999999996, 2497.8199999999997, 584.2000000000007, 12.299999999999272, 613.7999999999993, 2519.91, 3123.84, 492.89999999999964, 3729.5300000000007, 1469.1000000000004, 3360.620000000001, 1588.6000000000004, 1257.5, 1122.7999999999993, 1728.7999999999993, 1295.2999999999993, 2870.17, 1272.3999999999996, 3276.4300000000003, 3298.09, 21.799999999999272, 94.60000000000036, 3875.12, 3244.2199999999993, 1399.2999999999993, 1721.7999999999993, 1206.1000000000004, 200.5, 1451.3999999999996, 1542.2999999999993, 174.70000000000073, 603, 1439.3999999999996, 1012.3999999999996, 1294.2000000000007, 1134, 3631.8899999999994, 1490.5, 2096.91, 3798.459999999999, 1472.1000000000004, 1953.2000000000007, 2897.459999999999, 1858.7000000000007, 3797.3099999999995, 2252.370000000001, 2520.6100000000006, 3053.34, 1103.7000000000007, 16.100000000000364, 3080.6800000000003, 3916.1400000000003, 772.7999999999993, 49.600000000000364, 2501.7999999999993, 3647.6499999999996, 3658.790000000001, 44.70000000000073, 350.7999999999993, 3978.2, 3380.7700000000004, 713.6000000000004, 1062.2999999999993, 1797.7000000000007, 2115.040000000001, 261.2999999999993, 3361.74, 3211.2199999999993, 1062.8999999999996, 2166.8199999999997, 1317.6000000000004, 3958.51, 900.2000000000007, 1969.7999999999993, 2618.7000000000007, 3603.8999999999996, 1360.3999999999996, 455.60000000000036, 18.5, 3593.040000000001, 2325.74, 3401.42, 3784.9799999999996, 1621.7999999999993, 3313.290000000001, 1434.2000000000007, 52.20000000000073, 950.3999999999996, 2649.5599999999995, 43.600000000000364, 1705.7000000000007, 3430.379999999999, 2433.09, 1828.2999999999993, 2295.5200000000004, 705.3999999999996, 1821.7000000000007, 3047.4799999999996, 1230.2000000000007, 3795.59, 3176.4500000000007, 97.10000000000036, 2520.67, 3510.1399999999994, 960.2999999999993, 3936.7700000000004, 2106.5200000000004, 1051.7999999999993, 2607.9699999999993, 2503.5200000000004, 2953.6900000000005, 1048.2000000000007, 2497.76, 3422.620000000001, 2084.17, 1762.7999999999993, 2457.01, 15.700000000000728, 2531.33, 1334.7999999999993, 2169.76, 1252.2999999999993, 297.60000000000036, 3403.1499999999996, 3625.540000000001, 3851.84, 3630.0599999999995, 1036.1000000000004, 12.299999999999272, 2470.6399999999994, 967.6000000000004, 2603.1100000000006, 2996.3500000000004, 440.10000000000036, 1294, 1021.8999999999996, 2064.8899999999994, 227.5, 2972.83, 797, 1664.3999999999996, 2100.76, 894.1000000000004, 1604.1000000000004, 1056.1000000000004, 698, 2372.870000000001, 953.7000000000007, 2024.4599999999991, 0, 1281.2999999999993, 2569.25, 1391.7000000000007, 3164.4699999999993, 1083.2999999999993, 3267.6499999999996, 1329, 3250.7999999999993, 3501.2999999999993, 726.3999999999996, 3083.209999999999, 3120.2800000000007, 2766.1100000000006, 3773.9400000000005, 3638.76, 2157.7800000000007, 1625.1000000000004, 368.89999999999964, 2970.1399999999994, 1844, 278.89999999999964, 1409.7000000000007, 1874.3999999999996, 1034.3999999999996, 1463.8999999999996, 3342.99, 1936.7999999999993, 3058.6100000000006, 738.2999999999993, 116.29999999999927, 2576.09, 3431.3600000000006, 2089.8099999999995, 1125.2999999999993, 2485.8500000000004, 3732.4500000000007, 2978.34, 3867.67, 2809.49, 3192.66, 124.70000000000073, 1602.5, 1552.1000000000004, 1567.2999999999993, 2068.0699999999997, 2716.66, 0.1000000000003638, 70.89999999999964, 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465.2999999999993, 3498, 165.10000000000036, 3904.3999999999996, 3073.8999999999996, 2363.3999999999996, 2095.2999999999993, 22.200000000000728, 2851, 1208.7000000000007, 16.600000000000364, 1059.7999999999993, 1600.5, 680.2000000000007, 804.5, 2887.2999999999993, 570.1000000000004, 3313.2000000000007, 2002.6000000000004, 2248.8999999999996, 1562.1000000000004, 93.10000000000036, 178.89999999999964, 13.700000000000728, 2221.6000000000004, 1322, 2383.7000000000007, 3580.3999999999996, 728, 1309.5, 3962.2999999999993, 898.2000000000007, 2152.1000000000004, 2704.2000000000007, 2020, 2852, 3774.6000000000004, 1102.7999999999993, 2879.7000000000007, 2627.7999999999993, 429.39999999999964, 27.299999999999272, 2978.1000000000004, 2974.2000000000007, 1449.6000000000004, 235.20000000000073, 3042.2000000000007, 2889.7000000000007, 1048, 3281, 526.3999999999996, 973.6000000000004, 3567.7999999999993, 1293.6000000000004, 1509.8999999999996, 283.39999999999964, 43, 1718.7000000000007, 3477.1000000000004, 3802.7999999999993, 3119.5, 3821.1000000000004, 1045, 2613.7000000000007, 246.70000000000073, 1636.2000000000007, 3188.7999999999993, 3371.6000000000004, 89.10000000000036, 295.5, 945.6000000000004, 3950.2000000000007, 2827.8999999999996, 489.7999999999993, 782.1000000000004, 1336.6000000000004, 3342.2000000000007, 3090.8999999999996, 1128, 804.2000000000007, 2242.7000000000007, 0.2999999999992724, 1958.6000000000004, 19.600000000000364, 2467.3999999999996, 17.399999999999636, 12.200000000000728, 3135.7000000000007, 1752.8999999999996, 3525.5, 2138.2000000000007, 2907.8999999999996, 2717.2999999999993, 1947.8999999999996, 3249.7999999999993, 205.39999999999964, 2696, 2632.7000000000007, 864.5, 3985.7999999999993, 143.60000000000036, 136.70000000000073, 3867.6000000000004, 3313.7000000000007, 2146.1000000000004, 1291.3999999999996, 1588.3999999999996, 3742.1000000000004, 1049.3999999999996, 112.10000000000036, 3424.8999999999996, 1390.5, 3588.2000000000007, 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2773.2999999999993, 1588.7000000000007, 973.7000000000007, 3047.2999999999993, 2296.7999999999993, 3803.2999999999993, 2543, 3209, 1153.2999999999993, 2026.7999999999993, 1575.2000000000007, 291.2999999999993, 3255.2999999999993, 1114.8999999999996, 3210.7999999999993, 1630.7000000000007, 2207.2999999999993, 918, 1639.8999999999996, 2602.6000000000004, 2538.5, 1803.7000000000007, 25.399999999999636, 2246.3999999999996, 3190.2000000000007, 247.20000000000073, 3774.2999999999993, 1276.7999999999993, 673.1000000000004, 314.2000000000007, 1664, 22.100000000000364, 3319.1000000000004, 3171.7999999999993, 161.60000000000036, 381.2000000000007, 2045.2999999999993, 1963.2999999999993, 735, 1767.7999999999993, 3708.7999999999993, 351.5, 3445.8999999999996, 1558.7000000000007, 3121.3999999999996, 1197, 3384.2000000000007, 3338.7999999999993, 3800.6000000000004, 3452.8999999999996, 1774.2999999999993, 1349.5, 2759.8999999999996, 2181, 1379.2000000000007, 2995.1000000000004, 1521.7999999999993, 2682.1000000000004, 1569.2999999999993, 1655.2000000000007, 357.7000000000007, 3384, 442.7999999999993, 3839.7000000000007, 3446.5, 3238.5, 2952.2000000000007, 2930.8999999999996, 899, 2791.8999999999996, 3843.7999999999993, 67.10000000000036, 816, 2306.5, 1151.5, 286.5, 2285.8999999999996, 3980, 2990.7999999999993, 2315.2000000000007, 0, 2439.2999999999993, 272, 158, 3138.8999999999996, 3279.6000000000004, 2762.2000000000007, 1663.7999999999993, 3669.7000000000007, 181.10000000000036, 3154.1000000000004, 463, 687.7999999999993, 12.600000000000364, 3279.2000000000007, 2346.5, 1328.7999999999993, 1053.3999999999996, 3047.3999999999996, 1052.8999999999996, 2475.6000000000004, 3855.1000000000004, 1415.7999999999993, 3004.2999999999993, 562.1000000000004, 2682.2000000000007, 114.5, 1790.5, 2957, 2137.6000000000004, 241.39999999999964, 2704.5, 2944.7000000000007, 3477.3999999999996, 3429.7999999999993, 1993, 1308.5, 1805.2000000000007, 3671.1000000000004, 1041.3999999999996, 3551, 3210, 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3235.1000000000004, 3131.2000000000007, 479.39999999999964, 641.7000000000007, 1304.2000000000007, 2736.2000000000007, 2952.3999999999996, 1994, 3675.8999999999996, 1499.1000000000004, 3439.1000000000004, 1388.5, 584.5, 2023.1000000000004, 2447.8999999999996, 3935.7000000000007, 3557, 692.2000000000007, 3744.8999999999996, 3186.7999999999993, 1209.8999999999996, 322.5, 2076.3999999999996, 12.399999999999636, 90.79999999999927, 12.600000000000364, 1026.2000000000007, 3767.8999999999996, 2924.7000000000007, 2871, 3607, 1295.7000000000007, 77.10000000000036, 2301.5, 1441.2000000000007, 2766.7000000000007, 3137.2000000000007, 15.700000000000728, 1279.5, 1055.2000000000007, 1549.2999999999993, 2597.5, 32.70000000000073, 1908, 2539.1000000000004, 466.39999999999964, 1102.7000000000007, 3659, 2891.6000000000004, 3447.3999999999996, 235.10000000000036, 3748.5, 921.7000000000007, 948.2000000000007, 338.89999999999964, 3607.8999999999996, 3675.2000000000007, 3978.8999999999996, 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3344.8999999999996, 2999.1000000000004, 371.5, 564.2000000000007, 15.799999999999272, 3947, 246.70000000000073, 263.7000000000007, 1310.5, 739.1000000000004, 1351.2999999999993, 56.600000000000364, 2072.8999999999996, 3433.8999999999996, 831.3999999999996, 2502.7000000000007, 3028.7000000000007, 2000.6000000000004, 1306.7000000000007, 846, 3245.1000000000004, 3024, 2841.1000000000004, 3022.2000000000007, 2466.2999999999993, 2202.5, 3311.5, 1082.3999999999996, 154.5, 2068.6000000000004, 3239.7000000000007, 330.2000000000007, 187.29999999999927, 2624.1000000000004, 3404.6000000000004, 2835.8999999999996, 636, 120.29999999999927, 730.5, 3201.2000000000007, 2984.1000000000004, 3978.8999999999996, 2007.1000000000004, 3272.8999999999996, 2413.1000000000004, 1250.5, 2598.5, 1833.1000000000004, 1025.6000000000004, 81.89999999999964, 99.29999999999927, 3112.1000000000004, 1508.3999999999996, 2452.5, 3075.2000000000007, 2006.5, 3851.7000000000007, 1585, 2498.2999999999993, 2573.6000000000004, 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3361.7000000000007, 630, 783.5, 941.8999999999996, 3314.2000000000007, 1979, 1814.8999999999996, 2419.8999999999996, 1.5, 1722.6000000000004, 1754.2000000000007, 608.6000000000004, 2982.2999999999993, 2574.5, 954.8999999999996, 2235.5, 493, 2536.1000000000004, 3854.7999999999993, 3990.2000000000007, 2499.6000000000004, 716.6000000000004, 14.5, 1765.6000000000004, 3899.6000000000004, 2231.3999999999996, 3904.7999999999993, 2723.2999999999993, 330.10000000000036, 456.60000000000036, 2727.2000000000007, 2959.2000000000007, 710, 22.5, 2617.2000000000007, 295.39999999999964, 1237.5, 20.299999999999272, 787.7000000000007, 1973.7000000000007, 2655, 500.39999999999964, 2891.2000000000007, 244.79999999999927, 3604.6000000000004, 3211.8999999999996, 1871.7999999999993, 198.29999999999927, 3263.8999999999996, 3644.7000000000007, 3433.7999999999993, 3330, 3737, 3076, 178.70000000000073, 2082.6000000000004, 1987.2999999999993, 1891.3999999999996, 913.2000000000007, 2818.5, 3802.7999999999993, 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20.700000000000728, 2796.7999999999993, 3417, 3018.2000000000007, 2089.8999999999996, 1109.1000000000004, 40.20000000000073, 1609.6000000000004, 3053.3999999999996, 3020.6000000000004, 534.7999999999993, 1835.7000000000007, 1143.6000000000004, 1840.3999999999996, 482, 2188, 3149.7999999999993, 2398.1000000000004, 3513.7999999999993, 2495.2000000000007, 1347.2999999999993, 2567.6000000000004, 15.700000000000728, 3400.6000000000004, 3261.7999999999993, 3681.6000000000004, 283.89999999999964, 2704.7000000000007, 706, 1183.7000000000007, 3600.1000000000004, 2665.2000000000007, 1234, 1523.2000000000007, 642.5, 792.2999999999993, 1289.5, 2142.7000000000007, 1720.1000000000004, 3458.3999999999996, 1971.2000000000007, 2238.5, 3847.6000000000004, 2390.3999999999996, 2628.2000000000007, 44.20000000000073, 1318.8999999999996, 2724.3999999999996, 2804.5, 1494.8999999999996, 3794.2999999999993, 2229.7999999999993, 2635.3999999999996, 2413, 3623, 2632.3999999999996, 3167.6000000000004, 114.79999999999927, 1192.2000000000007, 1493.7000000000007, 3247.7000000000007, 732.8999999999996, 3665.6000000000004, 1402.5, 636.6000000000004, 2579.8999999999996, 2643.2999999999993, 3720.7999999999993, 329.2999999999993, 1392.7999999999993, 2789.2000000000007, 1136.5, 1213.2999999999993, 680.3999999999996, 3639.2999999999993, 61.70000000000073, 1176.7999999999993, 1114.1000000000004, 3969.6000000000004, 3848.3999999999996, 3311.7000000000007, 2602.2000000000007, 3290.5, 2831.5, 1668.7000000000007, 1750.7000000000007, 2716.8999999999996, 3076.7999999999993, 3770.5, 3787.1000000000004, 1076.5, 1317.6000000000004, 1465.6000000000004, 1890.1000000000004, 2114.8999999999996, 2502.8999999999996, 251.10000000000036, 1626.2000000000007, 16.399999999999636, 141.39999999999964, 1328.6000000000004, 179.5, 163.70000000000073, 1338, 3512.7000000000007, 133.10000000000036, 717.8999999999996, 719.1000000000004, 895.8999999999996, 3117.5, 3420, 2237.6000000000004, 366.39999999999964, 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604.3999999999996, 581, 3469.2999999999993, 1011.6000000000004, 805.7999999999993, 1645.7999999999993, 3048.8999999999996, 3646.1000000000004, 513.2999999999993, 240.89999999999964, 215.10000000000036, 3778.8999999999996, 3437.6000000000004, 28.200000000000728, 1853.2999999999993, 1789.6000000000004, 1460.7999999999993, 1607.2999999999993, 159.70000000000073, 2398.3999999999996, 1713.8999999999996, 267.89999999999964, 3033.7000000000007, 2724, 724.3999999999996, 514.2999999999993, 3060.6000000000004, 826.2000000000007, 422.5, 2175.1000000000004, 3849.2000000000007, 3610.7000000000007, 2346.7000000000007, 3370.3999999999996, 3608.7000000000007, 2530.1000000000004, 1687.2000000000007, 2951.5, 3744.8999999999996, 238.20000000000073, 3832.8999999999996, 2009, 2920.7000000000007, 3431.7999999999993, 2193.2999999999993, 2582.5, 1546.1000000000004, 1824.6000000000004, 3138, 2006.8999999999996, 1162.5, 908, 2373.8999999999996, 241.39999999999964, 1033.5, 541.8999999999996, 1553.5, 2143.3999999999996, 2085.2999999999993, 3930.2999999999993, 3561.6000000000004, 3593.3999999999996, 2609, 2128.8999999999996, 2920.3999999999996, 3980, 1120.2000000000007, 1880.6000000000004, 2555.5, 765.3999999999996, 3475.5, 894.8999999999996, 805.2000000000007, 1111.7000000000007, 2166.3999999999996, 1456, 1346.3999999999996, 1190.8999999999996, 134, 1952.3999999999996, 3780.8999999999996, 3897.7999999999993, 585.7000000000007, 382.5, 0.8999999999996362, 1720.3999999999996, 24, 2956.6000000000004, 1497.6000000000004, 2374.2000000000007, 3254.7000000000007, 3270.7000000000007, 2832.6000000000004, 2786.3999999999996, 466.39999999999964, 1097.7000000000007, 2956.2999999999993, 780.5, 102.89999999999964, 1604.5, 531.3999999999996, 3794.7999999999993, 12.299999999999272, 12.600000000000364, 2317.7999999999993, 1139, 2481.8999999999996, 3587.6000000000004, 3919.2999999999993, 1711.3999999999996, 1501.2000000000007, 2428.2000000000007, 2590.5, 3013.7000000000007, 3664.3999999999996, 939.7000000000007, 2010.8999999999996, 88.39999999999964, 1920.5, 2602.5, 3193.5, 2143.6000000000004, 3059.6000000000004, 3130.7000000000007, 2208.8999999999996, 333.2000000000007, 1722.5, 3595.1000000000004, 2340.3999999999996, 2742.8999999999996, 946.5, 2116.8999999999996, 1519.6000000000004, 583.6000000000004, 1900.7000000000007, 3197.6000000000004, 3070.8999999999996, 31.799999999999272, 2500.7999999999993, 78.89999999999964, 1076, 1499.7000000000007, 142.29999999999927, 1987.7999999999993, 2941.3999999999996, 849.1000000000004, 3575, 12.600000000000364, 2233.6000000000004, 2245.6000000000004, 2223, 1153.3999999999996, 2236.2000000000007, 2677.2000000000007, 1414.1000000000004, 3965.5, 796.7000000000007, 3549.2000000000007, 2161, 1054, 525.7999999999993, 3476.1000000000004, 493.7000000000007, 1423.5, 2828.7999999999993, 385.89999999999964, 64.29999999999927, 3679.2999999999993, 1585.5, 129.29999999999927, 390.60000000000036, 858, 1275.7999999999993, 2212.2999999999993, 2420.1000000000004, 2882, 3777.1000000000004, 1887.7000000000007, 23.200000000000728, 188.10000000000036, 2885.2000000000007, 1146.2000000000007, 3499.1000000000004, 2225.7999999999993, 1433.1000000000004, 145.20000000000073, 2646.5, 1536.1000000000004, 3561.2999999999993, 3502.6000000000004, 1810.7999999999993, 2952.2999999999993, 3352.6000000000004, 1857.2000000000007, 2499.6000000000004, 3892.5, 1487.2000000000007, 2185.7000000000007, 3255.7000000000007, 2928.1000000000004, 3438.2999999999993, 1389.5, 3537.6000000000004, 3294.8999999999996, 446.7000000000007, 1304.2999999999993, 2051.6000000000004, 3638.3999999999996, 1218.1000000000004, 332.2999999999993, 2926.7999999999993, 3851.1000000000004, 1717.7000000000007, 2429.1000000000004, 3106.7999999999993, 3542.1000000000004, 3535.5, 2328, 967.2999999999993, 621.5, 3897.5, 2608.8999999999996, 2592.7000000000007, 3465.2999999999993, 1488, 1331.8999999999996, 3348.8999999999996, 318.39999999999964, 3410.5, 1246.7000000000007, 411.7000000000007, 171.5, 3008.2999999999993, 1292.7999999999993, 705.5, 3763.3999999999996, 1836.5, 985.2000000000007, 1124.2000000000007, 63.79999999999927, 629.7999999999993, 1112.7000000000007, 1329.5, 2996.2999999999993, 1535.2000000000007, 3281.7999999999993, 3469.2999999999993, 1962.2999999999993, 2965.8999999999996, 2988.7000000000007, 838, 2624.7999999999993, 841, 2086.2000000000007, 1288.5, 3793.2999999999993, 89.29999999999927, 441.60000000000036, 3237.3999999999996, 862.5, 2205.2000000000007, 2285.2000000000007, 1847.1000000000004, 2137.8999999999996, 2999.5, 2872.5, 1939.1000000000004, 3587.3999999999996, 2828.1000000000004, 3937.3999999999996, 2593.8999999999996, 2659.8999999999996, 3232.7000000000007, 569.7999999999993, 3066.6000000000004, 113.89999999999964, 86.79999999999927, 1385, 1762, 1662.7999999999993, 2907.8999999999996, 1508.3999999999996, 2335.6000000000004, 2130, 3086, 1890.3999999999996, 1359.2999999999993, 3933.1000000000004, 1739.6000000000004, 1536.5, 2054.8999999999996, 425.2000000000007, 801.3999999999996, 2980.2000000000007, 3743.1000000000004, 508.2999999999993, 85.60000000000036, 1232.2999999999993, 55.399999999999636, 1537.5, 1694, 2655.6000000000004, 2383.7999999999993, 1901, 2792.2999999999993, 3936.2999999999993, 3030.5, 2268.2000000000007, 3385.2999999999993, 1045.7000000000007, 2459, 2242.2000000000007, 627.2000000000007, 2666.5, 1329.8999999999996, 235.60000000000036, 2379, 1835.6000000000004, 2567.3999999999996, 1357.2999999999993, 434.39999999999964, 613.2000000000007, 1807.2000000000007, 3993.6000000000004, 404.39999999999964, 3168.2999999999993, 1465.7999999999993, 1154.3999999999996, 1997.7999999999993, 1234, 2686.2999999999993, 2173.2000000000007, 1675.8999999999996, 1853.2999999999993, 2773.7999999999993, 2807.3999999999996, 2762.2000000000007, 90.39999999999964, 1946.1000000000004, 1932.7000000000007, 2246.2000000000007, 902, 1194.7000000000007, 2631.3999999999996, 1634.1000000000004, 2964.7000000000007, 818.5, 3244.2000000000007, 362.7000000000007, 1625.7000000000007, 3641.2000000000007, 3545.2999999999993, 1655.3999999999996, 1950.7999999999993, 3417.7999999999993, 95, 663.3999999999996, 1043.7999999999993, 1385.5, 2738.7000000000007, 408.2999999999993, 1581.1000000000004, 1125, 3735.7999999999993, 1752.2999999999993, 3749, 3166.7000000000007, 3595.2000000000007, 1002, 3706, 3304.3999999999996, 963.7999999999993, 1119, 1266, 3775, 2992.1000000000004, 2748.5, 2851.2000000000007, 2547, 2736.3999999999996, 3395.7999999999993, 1783.7999999999993, 325.39999999999964, 3161.5, 756.7999999999993, 1669.2000000000007, 32.600000000000364, 1486.7999999999993, 3118.7999999999993, 1439.1000000000004, 72.39999999999964, 253.89999999999964, 3166.1000000000004, 3624.2000000000007, 289.2000000000007, 270.89999999999964, 3579.2999999999993, 2238.7000000000007, 3995.5, 273.89999999999964, 3901.5, 3887.1000000000004, 558, 1360.8999999999996, 837.3999999999996, 1911.1000000000004, 3556.8999999999996, 2104.3999999999996, 747.3999999999996, 1775, 2833, 2943.7000000000007, 2207.7000000000007, 750.2999999999993, 1286, 530.1000000000004, 3082.2999999999993, 3758.8999999999996, 3881.7999999999993, 3036.6000000000004, 2899.2999999999993, 2074.5, 2600.8999999999996, 1.2999999999992724, 1435.8999999999996, 1187.6000000000004, 2112.6000000000004, 1948.2000000000007, 1509.6000000000004, 12.5, 3357.7999999999993, 1686.7999999999993, 2873, 1356.2000000000007, 1407.3999999999996, 3613.5, 2630.3999999999996, 608.6000000000004, 3414, 845.2999999999993, 1388.2000000000007, 2048.6000000000004, 308.60000000000036, 32, 6, 3201.3999999999996, 1384.1000000000004, 1315.6000000000004, 972.7999999999993, 1381.7999999999993, 2152.7000000000007, 2367.2000000000007, 1789.2999999999993, 3182.3999999999996, 327.7999999999993, 3096, 3622.3999999999996, 2615.8999999999996, 2689.7000000000007, 2918.5, 3607.3999999999996, 1547.2999999999993, 3123.7000000000007, 3571.8999999999996, 2012.8999999999996, 3707, 980.2000000000007, 22.600000000000364, 3268.8999999999996, 2098.7999999999993, 263.7000000000007, 836.6000000000004, 3190.8999999999996, 1887.6000000000004, 3539.2999999999993, 1729, 1762.7999999999993, 1118.1000000000004, 1289.7000000000007, 314.10000000000036, 0.1000000000003638, 1004.3999999999996, 2093.6000000000004, 2675.2999999999993, 3221.7000000000007, 2486.2999999999993, 3635.2000000000007, 630.6000000000004, 772.3999999999996, 22.600000000000364, 3695.1000000000004, 3448.5, 2076.6000000000004, 1397.7999999999993, 1642, 752, 2562.2999999999993, 2175.5, 3561.8999999999996, 1567.8999999999996, 1985.6000000000004, 852.2999999999993, 1319.7000000000007, 2813.2000000000007, 2519.7000000000007, 2058.2000000000007, 90.79999999999927, 3152.5, 836.8999999999996, 1633.6000000000004, 1561.5, 2202.8999999999996, 2374.2000000000007, 1267.7999999999993, 3639.5, 3892.2000000000007, 325.89999999999964, 2189, 1973.7000000000007, 2869.8999999999996, 1331.1000000000004, 3383.2000000000007, 2819.8999999999996, 3925.6000000000004, 87.10000000000036, 2409.2999999999993, 3938.6000000000004, 2144, 2123.5, 3685.3999999999996, 2880.7000000000007, 3307.2999999999993, 13.299999999999272, 3282, 3037.2999999999993, 3428.7000000000007, 1130.8999999999996, 1376.2000000000007, 87, 2617, 2939.7000000000007, 271.7000000000007, 0, 761.2000000000007, 3635.6000000000004, 1859.5, 2433, 455.7000000000007, 2946.7000000000007, 2294.5, 3391.2999999999993, 1994.1000000000004, 464.39999999999964, 3863.8999999999996, 1656, 1475.8999999999996, 1184.7000000000007, 3267.2000000000007, 3829.5, 1087.5, 2671.7000000000007, 1544.5, 3411.3999999999996, 3545.6000000000004, 549.6000000000004, 2271.2000000000007, 3278.1000000000004, 3329.7000000000007, 1643.2000000000007, 3399.3999999999996, 3682.7000000000007, 3037.6000000000004, 148.89999999999964, 2053.2999999999993, 3519.7999999999993, 3438.8999999999996, 2950.7000000000007, 2013.3999999999996, 2791, 79.79999999999927, 138.89999999999964, 807.8999999999996, 2546.2999999999993, 3667, 1269.3999999999996, 1488.2000000000007, 1999, 1959.5, 1906.5, 812.8999999999996, 3646, 2400.8999999999996, 22.299999999999272, 3712.7999999999993, 3768.7999999999993, 1251.7000000000007, 3386.2000000000007, 2182.5, 2786.1000000000004, 1547, 127.29999999999927, 12.5, 17.899999999999636, 3992.2999999999993, 1855.2999999999993, 3844, 2161.7000000000007, 2718.2000000000007, 1604.8999999999996, 3274.6000000000004, 2076.3999999999996, 648.7999999999993, 3643.5, 1708.2999999999993, 2325.7999999999993, 3086, 162.89999999999964, 3574, 53.399999999999636, 1805.7000000000007, 2674.7999999999993, 479.39999999999964, 3497.7999999999993, 2513, 902.2999999999993, 3322.1000000000004, 2348.2000000000007, 877.8999999999996, 518.2999999999993, 114.39999999999964, 3948.7000000000007, 2693.2999999999993, 1434.8999999999996, 101, 1497.8999999999996, 2323.2999999999993, 1612.3999999999996, 831.2999999999993, 3788.2000000000007, 31.299999999999272, 2905.8999999999996, 3800.2999999999993, 189, 2020.6000000000004, 1902, 1489, 2133.1000000000004, 3763.2999999999993, 12.299999999999272, 2786.2000000000007, 1483.2000000000007, 3197.8999999999996, 337.39999999999964, 13.200000000000728, 3580.7999999999993, 3577.3999999999996, 3819.3999999999996, 1758, 2183.6000000000004, 2154.2999999999993, 1733.2000000000007, 47.100000000000364, 2425.2999999999993, 545.5, 3325, 3923.7000000000007, 2839.2000000000007, 2429.3999999999996, 3001.8999999999996, 2581.7000000000007, 695.6000000000004, 3681.8999999999996, 3456.5, 2638.6000000000004, 1350.1000000000004, 3052.8999999999996, 2916.7000000000007, 1657.2999999999993, 130.89999999999964, 3588.8999999999996, 2832.2999999999993, 3060.1000000000004, 3919.3999999999996, 2715.7000000000007, 1412.8999999999996, 1619.7000000000007, 3575.7000000000007, 1685.6000000000004, 2586.5, 2904, 1104.6000000000004, 3009, 994.7000000000007, 3438.7999999999993, 2367.6000000000004, 3641.6000000000004, 2652, 69.20000000000073, 1519.1000000000004, 958, 2769.2999999999993, 2041.7000000000007, 2010.2999999999993, 2832.3999999999996, 2015.1000000000004, 22.600000000000364, 635.7999999999993, 172.20000000000073, 246.60000000000036, 859.3999999999996, 792.8999999999996, 40.5, 2303.7999999999993, 1778.7000000000007, 3243, 258, 3569.2000000000007, 2358, 253.29999999999927, 664.7000000000007, 3881.8999999999996, 3474.7999999999993, 18.299999999999272, 0.2000000000007276, 3913.8999999999996, 3757.8999999999996, 1481.7000000000007, 14, 3338.7000000000007, 1912, 1481.8999999999996, 2398.2999999999993, 3345.1000000000004, 561.3999999999996, 647.3999999999996, 3043.5, 2536.8999999999996, 3041.2000000000007, 896.2000000000007, 3638.2999999999993, 848.5, 3917.2999999999993, 2548, 54.399999999999636, 2276.8999999999996, 783.6000000000004, 1782.1000000000004, 16.100000000000364, 3319.7999999999993, 3776.5, 43.79999999999927, 3563.2999999999993, 3433, 2735.7000000000007, 3687.2000000000007, 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1847.8999999999996, 1958.5, 2210.7000000000007, 1294.7000000000007, 1991.5, 2934.6000000000004, 2587.6000000000004, 319.7000000000007, 1289.5999999999985, 192, 3618.7999999999993, 3184, 3806.7000000000007, 1220.7000000000007, 2121.2000000000007, 1085.0999999999985, 2138.6000000000004, 1359.5999999999985, 3461.2999999999993, 3749.1000000000004, 1857.3999999999996, 3470, 3423.3999999999996, 3716.2000000000007, 2006.5, 2057.2000000000007, 2711.3999999999996, 1250, 716.7999999999993, 1108, 785.7999999999993, 0.4000000000014552, 3352.7999999999993, 1592.0999999999985, 1439.5, 3756.5, 3393.6000000000004, 3271.8999999999996, 1194.5999999999985, 3326.7000000000007, 796.4000000000015, 2349.6000000000004, 1367.9000000000015, 130.20000000000073, 2871.7000000000007, 2005, 2980.1000000000004, 383.7000000000007, 11.799999999999272, 3630.7000000000007, 1650.1000000000004, 3309.2999999999993, 1078.7000000000007, 3417.5, 422.2000000000007, 3520.5, 1259.2999999999993, 2351.7000000000007, 2669.1000000000004, 1814.1000000000004, 2905.2000000000007, 1699.2000000000007, 2195.7999999999993, 2821.7999999999993, 501.09999999999854, 3942.7000000000007, 3171.1000000000004, 715.5, 3758.3999999999996, 3600.6000000000004, 2857.6000000000004, 3684.8999999999996, 29.799999999999272, 0, 1804.3999999999996, 3450.5, 721.7000000000007, 3952.5, 2464.8999999999996, 1965.8999999999996, 381.2000000000007, 1649.2000000000007, 3404.8999999999996, 494.09999999999854, 2787.3999999999996, 565.5999999999985, 1462, 3453.3999999999996, 2157.2000000000007, 1210.7000000000007, 378.2000000000007, 3720.7999999999993, 2152.1000000000004, 554.2000000000007, 1806.5, 142.29999999999927, 12.299999999999272, 2388, 3329.7999999999993, 2285.7000000000007, 1757.8999999999996, 2844, 3938.6000000000004, 37.5, 2017.5, 67.40000000000146, 148, 2973.6000000000004, 1429.0999999999985, 0, 3552, 1031.4000000000015, 3322.3999999999996, 1961, 2869.3999999999996, 3435.2000000000007, 2491.2000000000007, 2241.2999999999993, 2795.6000000000004, 3576.5, 2018.2000000000007, 3962.8999999999996, 1418.2000000000007, 2251.2999999999993, 55.5, 29.700000000000728, 2285.8999999999996, 107.5, 3642.5, 626.2000000000007, 1855.3999999999996, 1917.3999999999996, 33.5, 180.5, 181, 2333.7999999999993, 786.2000000000007, 625.0999999999985, 2450.2999999999993, 255.90000000000146, 2942.8999999999996, 1422.0999999999985, 3446.2000000000007, 2180.3999999999996, 636.0999999999985, 2190.6000000000004, 2864.6000000000004, 2671.7000000000007, 359.59999999999854, 2866.5, 3298.5, 3695.2999999999993, 3319.1000000000004, 2758.1000000000004, 3968.2000000000007, 2353.7000000000007, 1495.9000000000015, 3889.2000000000007, 439.40000000000146, 3725.1000000000004, 3958.6000000000004, 721.4000000000015, 1767.2999999999993, 1018.5999999999985, 3579.2999999999993, 2289.8999999999996, 3670.3999999999996, 1920.2000000000007, 3920.2999999999993, 1122.9000000000015, 3357.7000000000007, 224.40000000000146, 138.09999999999854, 243.09999999999854, 1730.2999999999993, 1346.7000000000007, 2657.7000000000007, 3326.1000000000004, 691.5999999999985, 632.2000000000007, 2945.1000000000004, 3990.1000000000004, 1105.2999999999993, 822, 1232.4000000000015, 2831.8999999999996, 3376.8999999999996, 3565.1000000000004, 1883.1000000000004, 3798.6000000000004, 783.0999999999985, 2215, 3759.6000000000004, 3100.8999999999996, 247.40000000000146, 904, 3361.5, 1150.7999999999993, 2412.7000000000007, 47.79999999999927, 1261.5999999999985, 3545.5, 2413.8999999999996, 1116.5999999999985, 1869.8999999999996, 0.5999999999985448, 2782.7999999999993, 2100.6000000000004, 1631.8999999999996, 1555.7000000000007, 2450.6000000000004, 895.2000000000007, 2520.8999999999996, 1392.5999999999985, 78, 1433.7000000000007, 3824.2999999999993, 3085.2999999999993, 3154.7000000000007, 806.5, 1814.7000000000007, 1543.2999999999993, 2284.1000000000004, 395.59999999999854, 3758.6000000000004, 1782, 1274.0999999999985, 2775.1000000000004, 3606.2000000000007, 166.90000000000146, 2435.7000000000007, 1191.5, 0.4000000000014552, 1476.7000000000007, 1242.9000000000015, 3198.2000000000007, 2611.8999999999996, 3126.7999999999993, 357.59999999999854, 1425.2000000000007, 823.2000000000007, 2856.2000000000007, 1192.9000000000015, 2615.8999999999996, 325.09999999999854, 2447.1000000000004, 2900.7999999999993, 425.7000000000007, 2712.1000000000004, 3343.8999999999996, 263.90000000000146, 201, 1603.7000000000007, 682, 2753.5, 1573.2999999999993, 2181.1000000000004, 1119.4000000000015, 792.5999999999985, 594.7999999999993, 2010.5, 1742.6000000000004, 303.7000000000007, 3538.2000000000007, 2276, 3751.3999999999996, 1953.7999999999993, 344.2999999999993, 2018.3999999999996, 534.7000000000007, 1620.2999999999993, 383.7999999999993, 2830.7999999999993, 1393.9000000000015, 1775.2000000000007, 55.099999999998545, 1227.2000000000007, 1046.9000000000015, 3781.7999999999993, 734.7000000000007, 235.40000000000146, 3031.2000000000007, 2542.6000000000004, 3510.7999999999993, 3854, 3165.2999999999993, 404.40000000000146, 3782.2000000000007, 3969, 2813.2000000000007, 3531.8999999999996, 3140.7999999999993, 150.40000000000146, 1675.6000000000004, 1039.0999999999985, 399.7999999999993, 2011.7999999999993, 2742.5, 3051.3999999999996, 3762.6000000000004, 611.5, 862.9000000000015, 3012.5, 1085.2999999999993, 1378.7999999999993, 1015.9000000000015, 1358.5999999999985, 2384.3999999999996, 894.4000000000015, 2531.1000000000004, 2510, 1298.0999999999985, 3711.8999999999996, 3247.3999999999996, 1167.9000000000015, 3751.3999999999996, 2733.6000000000004, 3002.5, 1778.5, 3374, 984.9000000000015, 1858, 2850.7000000000007, 82.09999999999854, 1774.1000000000004, 2725.2999999999993, 383.2999999999993, 2047.6000000000004, 1231.4000000000015, 1555.2999999999993, 1470.0999999999985, 0.7000000000007276, 2133.1000000000004, 2752.2000000000007, 2785.7999999999993, 1314.4000000000015, 100.70000000000073, 846.7999999999993, 3976.2999999999993, 3458.7000000000007, 3740.3999999999996, 3101.2000000000007, 2978.2999999999993, 1871.8999999999996, 575.2999999999993, 437.59999999999854, 1281.4000000000015, 1132.4000000000015, 2385.1000000000004, 693.9000000000015, 2123.7000000000007, 2366.2000000000007, 282.2999999999993, 16.099999999998545, 13.299999999999272, 1552.0999999999985, 3461.8999999999996, 259.7000000000007, 943.7999999999993, 3881.7999999999993, 888.5, 1271.2000000000007, 155.59999999999854, 772.5, 1990.8999999999996, 1152.2000000000007, 3195.6000000000004, 15.900000000001455, 2872.2000000000007, 121.90000000000146, 3233.2999999999993, 80.59999999999854, 3087.7999999999993, 1851.2999999999993, 2863.1000000000004, 597, 3174.5, 2917.5, 2371.2999999999993, 3528.6000000000004, 1279, 3332, 614.9000000000015, 3215.7000000000007, 438.5, 3481.7999999999993, 2869.2999999999993, 2863.7999999999993, 0.09999999999854481, 1077.7999999999993, 2970.3999999999996, 1922.7999999999993, 215.79999999999927, 782.0999999999985, 797.5, 3951.1000000000004, 2658.7999999999993, 3363.8999999999996, 1686.2999999999993, 906.5999999999985, 2312.1000000000004, 1966.6000000000004, 2287.1000000000004, 275, 2130.2999999999993, 1166.7000000000007, 1545.2999999999993, 3768, 1603.7000000000007, 2595.7999999999993, 3844.8999999999996, 2020, 1169.0999999999985, 700.0999999999985, 1785.3999999999996, 1473.5999999999985, 3851.1000000000004, 2135.7999999999993, 2006.2000000000007, 1229.5999999999985, 88, 127.29999999999927, 0, 2160, 1549.2999999999993, 2187.8999999999996, 2631.7000000000007, 880.5, 570.7000000000007, 2109.6000000000004, 3924.2999999999993, 2425.3999999999996, 865.7999999999993, 2050.5, 1525.9000000000015, 3245.2999999999993, 563.7999999999993, 3565.2999999999993, 1469.5, 1343.7999999999993, 2106.2000000000007, 3533.5, 2243.1000000000004, 393.09999999999854, 2833.7999999999993, 2546.7000000000007, 3277.6000000000004, 468.2000000000007, 3351.8999999999996, 316, 2287.5, 1539.2999999999993, 1935.8999999999996, 461.7999999999993, 2667.2999999999993, 3492.7999999999993, 2387.3999999999996, 2062.7999999999993, 2008.2999999999993, 2811.5, 82.59999999999854, 3957.1000000000004, 2980.3999999999996, 1936.5, 2708, 1080.2999999999993, 2905.7000000000007, 89.59999999999854, 2196.7000000000007, 807, 3836.6000000000004, 2833.1000000000004, 1875, 323.40000000000146, 2501.5, 80.29999999999927, 2322.8999999999996, 2450.8999999999996, 3706.1000000000004, 67.79999999999927, 3597.7999999999993, 3632.6000000000004, 219.70000000000073, 340, 1022.2000000000007, 421.7000000000007, 3156.7999999999993, 2464.8999999999996, 1593, 738.7000000000007, 2176.6000000000004, 2085.2000000000007, 641.5999999999985, 3466.8999999999996, 3280.7999999999993, 2321.2999999999993, 3984.7999999999993, 3473.2999999999993, 2960, 305.90000000000146, 3438.2999999999993, 2134.7999999999993, 487, 1640.8999999999996, 55.79999999999927, 0, 639.2999999999993, 3678.8999999999996, 2568.1000000000004, 2075.5, 3665, 1353.7000000000007, 3200.2999999999993, 3842.1000000000004, 708.5, 179.59999999999854, 2352.7000000000007, 1814, 780.7999999999993, 971.7000000000007, 3541.5, 1192.2000000000007, 443.7000000000007, 1977.8999999999996, 1477.7999999999993, 463.40000000000146, 3789.7000000000007, 3786.6000000000004, 3544.7000000000007, 13.900000000001455, 2916.7999999999993, 1583.7999999999993, 150.90000000000146, 999.0999999999985, 22.799999999999272, 55.70000000000073, 3382.2000000000007, 2922.5, 3217.5, 2208.7000000000007, 3622.2000000000007, 1368.7000000000007, 1467.7000000000007, 3136.3999999999996, 2401, 924.9000000000015, 2438.6000000000004, 1901.8999999999996, 101.5, 1883, 83.90000000000146, 151.29999999999927, 1455, 1837.6000000000004, 2821.6000000000004, 2344.1000000000004, 25.599999999998545, 2862.2999999999993, 2916.7999999999993, 12.5, 3652, 2856.8999999999996, 157.40000000000146, 3492.6000000000004, 1334.9000000000015, 2266.5, 1092, 279.2000000000007, 3446.6000000000004, 311.90000000000146, 2774.1000000000004, 3049.7000000000007, 821.9000000000015, 1881, 3830.2999999999993, 1760.7999999999993, 2736.5, 2507.2999999999993, 2252.7000000000007, 964.4000000000015, 499, 132.09999999999854, 45.79999999999927, 3645.5, 2842.6000000000004, 3005.6000000000004, 1774.3999999999996, 2038.3999999999996, 1091.4000000000015, 1471.7000000000007, 873.5, 3862.7999999999993, 1689.2999999999993, 514.4000000000015, 1516, 2117.7000000000007, 1273, 2716.7999999999993, 140.09999999999854, 3569.8999999999996, 3147.6000000000004, 338.40000000000146, 2477.2000000000007, 3896.2000000000007, 1129.5, 781.4000000000015, 283.59999999999854, 3611.7999999999993, 1334.5, 18.799999999999272, 3818.3999999999996, 3427.5, 3761.5, 1337, 425, 746.7999999999993, 928, 488.59999999999854, 15.299999999999272, 162, 571.0999999999985, 3048, 2525.8999999999996, 3169.7000000000007, 2763.2000000000007, 2285.2999999999993, 2110.8999999999996, 3097.8999999999996, 78.40000000000146, 2080.3999999999996, 15.5, 1435.7999999999993, 2207.7000000000007, 3542.3999999999996, 1366, 950.9000000000015, 215.79999999999927, 1994, 1341.5999999999985, 3877, 3016.7000000000007, 2724.2000000000007, 3087.2999999999993, 3768.5, 2213, 335.5, 544.7999999999993, 880.9000000000015, 3029.6000000000004, 2965.5, 1529, 954.9000000000015, 3177.1000000000004, 1575.9000000000015, 1020.9000000000015, 1687, 224.90000000000146, 761.7000000000007, 2020.2000000000007, 2470.6000000000004, 2882.6000000000004, 1191.2000000000007, 3052.5, 1501.5999999999985, 1877.2999999999993, 844.7999999999993, 2443.7000000000007, 2816.7999999999993, 664.5, 307, 3478.7999999999993, 2693.5, 3403.5, 3551.2999999999993, 1499.7999999999993, 3383.3999999999996, 2755.1000000000004, 3711.5, 2527.2000000000007, 1026.7000000000007, 2932.2000000000007, 493, 3071, 380, 1545.2999999999993, 1712.1000000000004, 1669.8999999999996, 2308.6000000000004, 2039.8999999999996, 3989.1000000000004, 2773.1000000000004, 3882, 3038.5, 1849.8999999999996, 2266.7000000000007, 2189.6000000000004, 1376.0999999999985, 2155.5, 3931.7000000000007, 1526.2000000000007, 358.2999999999993, 3099.7999999999993, 3930.5, 760.9000000000015, 17.599999999998545, 408.59999999999854, 557.7000000000007, 2033.1000000000004, 3162.2000000000007, 3564.3999999999996, 3264.1000000000004, 3867.5, 852.2000000000007, 328.5, 1265.4000000000015, 2020.2999999999993, 319, 737.5, 3845.7999999999993, 3446.2000000000007, 3105.6000000000004, 2192.6000000000004, 2738.2999999999993, 867.2999999999993, 3082.2999999999993, 2202.7000000000007, 3906.1000000000004, 3207, 589.5999999999985, 3305.2000000000007, 2404.1000000000004, 1911.2999999999993, 2689.3999999999996, 812.7000000000007, 36.5, 3709.5, 3634.8999999999996, 650.7999999999993, 1265.7000000000007, 3254.3999999999996, 2544.7000000000007, 1856.1000000000004, 21.400000000001455, 3386.5, 128.79999999999927, 251, 2377.6000000000004, 763.4000000000015, 1576.9000000000015, 2092, 3499.5, 2451, 662.5999999999985, 255.40000000000146, 1393.7999999999993, 3444.8999999999996, 777.5999999999985, 195.70000000000073, 430.5, 1928.7000000000007, 676.9000000000015, 1309, 1043, 2791.6000000000004, 104.79999999999927, 67.70000000000073, 3453.7999999999993, 2530.7999999999993, 75.90000000000146, 3626.5, 1489.2000000000007, 858.9000000000015, 2820.8999999999996, 2798.3999999999996, 3293.3999999999996, 451.2999999999993, 2304.3999999999996, 2287.7000000000007, 3074.6000000000004, 27.799999999999272, 129.59999999999854, 3808, 307, 193.20000000000073, 3933.8999999999996, 3229.2999999999993, 1756.5, 3189.3999999999996, 290.09999999999854, 2689.7000000000007, 2735.7000000000007, 2576.8999999999996, 150.40000000000146, 3919, 3846.7999999999993, 158.5, 1926.7000000000007, 99.5, 2711.2999999999993, 2759.7999999999993, 1112.5, 2668.3999999999996, 1956.8999999999996, 1897.2999999999993, 221.5, 3531.2000000000007, 381.09999999999854, 2394, 45.79999999999927, 3111.1000000000004, 13.299999999999272, 1319.5999999999985, 2347.5, 2407.6000000000004, 505.09999999999854, 1179.7999999999993, 1323.9000000000015, 912.7000000000007, 2900.8999999999996, 2685.7000000000007, 2010.6000000000004, 3160.2000000000007, 870, 30.900000000001455, 3949.5, 1163.2999999999993, 759, 3957.7000000000007, 1514.7000000000007, 3238.1000000000004, 1712.2999999999993, 3087.5, 18.400000000001455, 1.9000000000014552, 2872.6000000000004, 2076, 1162.5, 864.9000000000015, 3473.7999999999993, 3070.2000000000007, 1040.2000000000007, 814.0999999999985, 1068.7999999999993, 193, 1348.5, 2913.3999999999996, 278.2999999999993, 2276.8999999999996, 73.40000000000146, 1646.7000000000007, 2153.7000000000007, 1169, 2593.3999999999996, 1565.5999999999985, 978.5, 2753.3999999999996, 2087.1000000000004, 3555.6000000000004, 3882.7000000000007, 1780.7000000000007, 2538.2000000000007, 2976.7000000000007, 1951.6000000000004, 3204.6000000000004, 3496.1000000000004, 3641.8999999999996, 3430.8999999999996, 3601.7000000000007, 1880.2000000000007, 2895.2999999999993, 587.5, 2302.3999999999996, 3123.1000000000004, 1217.0999999999985, 2592, 3390, 3000.1000000000004, 45.400000000001455, 2361.7000000000007, 3624.8999999999996, 3492.2000000000007, 897.9000000000015, 2472.8999999999996, 3849.2999999999993, 3396, 2192.5, 850.5999999999985, 3043.7999999999993, 3817.7999999999993, 890.2999999999993, 2229, 2546.6000000000004, 11.900000000001455, 2215, 1229.4000000000015, 1802.3999999999996, 3158.3999999999996, 2421.2999999999993, 2560.6000000000004, 3047.7999999999993, 1908.2999999999993, 2309.1000000000004, 1772.3999999999996, 2206.2999999999993, 2842.1000000000004, 1679.2999999999993, 225.59999999999854, 1980.6000000000004, 2620.3999999999996, 2823.6000000000004, 761.2000000000007, 733.5, 1449.2999999999993, 3972.3999999999996, 1020.0999999999985, 3010.2999999999993, 553.9000000000015, 762, 1697.6000000000004, 277.90000000000146, 1595.9000000000015, 762.2999999999993, 3113.8999999999996, 383.2999999999993, 1876.2000000000007, 603.5, 3429.3999999999996, 2948.3999999999996, 2889.2999999999993, 337.2999999999993, 3077.2000000000007, 1017.9000000000015, 3616, 2143.5, 751.5999999999985, 3073.3999999999996, 1974.2000000000007, 2692.7000000000007, 1807.7999999999993, 162.59999999999854, 2171.1000000000004, 3021.8999999999996, 3590.1000000000004, 422.7999999999993, 1412.9000000000015, 1291.0999999999985, 12.900000000001455, 3414.2999999999993, 3109.7000000000007, 1939.7000000000007, 2462.6000000000004, 2866.6000000000004, 2936, 2322.8999999999996, 3557.7000000000007, 3948.7999999999993, 840.5, 1973.7999999999993, 1749.7000000000007, 2329.1000000000004, 31.200000000000728, 3034.8999999999996, 3176.7999999999993, 2338.3999999999996, 690.4000000000015, 1339.5, 3131.6000000000004, 2348, 2792.5, 1271.9000000000015, 937.5999999999985, 1380.7000000000007, 17.5, 2814.3999999999996, 987, 3852.5, 1230.9000000000015, 3683.3999999999996, 2603, 2071, 1579.9000000000015, 2413, 182.40000000000146, 3454.8999999999996, 637.2000000000007, 3603.7000000000007, 987, 2521.7999999999993, 1132.2999999999993, 1793.6000000000004, 1923.2000000000007, 515.2000000000007, 3485.3999999999996, 215.79999999999927, 1946, 95.29999999999927, 12.599999999998545, 2493.7000000000007, 3965.5, 2431.2000000000007, 0.2000000000007276, 2722, 861.5999999999985, 2782.1000000000004, 779.2000000000007, 2802.6000000000004, 2768, 2608.5, 108.40000000000146, 3601.5, 1325.2999999999993, 1989.7000000000007, 1334.7999999999993, 387.5, 3257.7999999999993, 3074.2999999999993, 1264.5, 1327.9000000000015, 2427.2999999999993, 16.599999999998545, 3220.2000000000007, 306.09999999999854, 3651, 3412, 19.700000000000728, 972.4000000000015, 3650, 2770.7999999999993, 3386.2999999999993, 1591.5, 1570, 995.4000000000015, 929, 1629.2000000000007, 2401.3999999999996, 1073.5, 3315.5, 1830.2999999999993, 3309.7999999999993, 606.5999999999985, 103.59999999999854, 303.7999999999993, 3489.2999999999993, 553.0999999999985, 2573.8999999999996, 1751.2999999999993, 3840, 1412.5, 3518.2999999999993, 2681.8999999999996, 1545.7000000000007, 284.09999999999854, 2074.2000000000007, 3768.3999999999996, 2448.7000000000007, 3301.1000000000004, 2344.7999999999993, 1059.5999999999985, 3213.8999999999996, 1923.2999999999993, 278.90000000000146, 1425.0999999999985, 1780.1000000000004, 0, 2829.7999999999993, 3358.2999999999993, 2996.3999999999996, 3467.6000000000004, 1602, 22.900000000001455, 2303.7999999999993, 1185, 2453, 3017.3999999999996, 1602.7999999999993, 1837.7999999999993, 3366, 3735, 3227.2999999999993, 3688.6000000000004, 872.7999999999993, 168.70000000000073, 3454.7999999999993, 1090.4000000000015, 3179.8999999999996, 597.9000000000015, 2157, 472.09999999999854, 3632.5, 855.7999999999993, 3999.5, 2984.2000000000007, 2641.8999999999996, 2748.1000000000004, 1076.2000000000007, 3064.6000000000004, 2964.5, 3533.7999999999993, 2219.6000000000004, 156.70000000000073, 3322.8999999999996, 149.79999999999927, 2626.7000000000007, 525.2000000000007, 18, 2633.7999999999993, 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1632.1000000000004, 3992.7999999999993, 914.7999999999993, 3292, 1685.3999999999996, 3096.1000000000004, 1290.5, 1534.7999999999993, 1394, 615.2000000000007, 3611.7000000000007, 3145.1000000000004, 2096.7000000000007, 1450.5999999999985, 382.7000000000007, 2038.7999999999993, 3381.8999999999996, 3338.3999999999996, 2817.2000000000007, 1091.9000000000015, 2335.8999999999996, 1405.5999999999985, 3103.7999999999993, 947.2000000000007, 3644.2000000000007, 55.400000000001455, 2483.2999999999993, 3849.1000000000004, 997.4000000000015, 2391.3999999999996, 190.20000000000073, 1107.9000000000015, 1081.0999999999985, 3109.5, 3231.7000000000007, 3778.6000000000004, 3109.5, 1830.2999999999993, 3238.2999999999993, 2799.2000000000007, 2361.8999999999996, 1120.7000000000007, 2278.1000000000004, 240.29999999999927, 251.70000000000073, 3370.5, 3985.2999999999993, 1978.2000000000007, 1275.0999999999985, 3990.3999999999996, 1496.2999999999993, 3764.2999999999993, 2409.1000000000004, 2922.6000000000004, 3342.2000000000007, 1642.7999999999993, 2400.6000000000004, 2163.7000000000007, 540.5999999999985, 1980.6000000000004, 2916.2999999999993, 357.2999999999993, 1215.9000000000015, 22.900000000001455, 1572.5999999999985, 3361.3999999999996, 2679.2000000000007, 3225, 1.5, 326.2999999999993, 2193.6000000000004, 1243, 511.2999999999993, 1192.5999999999985, 1146.2000000000007, 2489.8999999999996, 2624.2000000000007, 14.799999999999272, 313.09999999999854, 2182, 1789.2999999999993, 745.7000000000007, 710.5999999999985, 3988.2999999999993, 1965.7999999999993, 3525.8999999999996, 3960.6000000000004, 1910.2999999999993, 2892.2000000000007, 184.59999999999854, 1360.7000000000007, 3284.2000000000007, 2153.8999999999996, 3675.7000000000007, 1880.3999999999996, 3668.8999999999996, 3125, 1935.2000000000007, 1222.2999999999993, 2734.5, 901.9000000000015, 2448.2000000000007, 3144, 24.200000000000728, 3831.3999999999996, 2205.8999999999996, 3013.2000000000007, 2333.5, 2288.2000000000007, 3557.1000000000004, 1216.2999999999993, 3514.5, 3494.2999999999993, 1525.7000000000007, 0.2999999999992724, 1775, 25.099999999998545, 801.5999999999985, 366.59999999999854, 371.09999999999854, 43.70000000000073, 3776.2000000000007, 114.90000000000146, 3412.7000000000007, 1461.5999999999985, 3300.2999999999993, 1240.7000000000007, 1123.5, 3838.6000000000004, 640, 2422.1000000000004, 1635.3999999999996, 2396.1000000000004, 208.70000000000073, 183.70000000000073, 3014.2000000000007, 288.5, 1181.2000000000007, 835.2000000000007, 2674.7000000000007, 1204.5999999999985, 3587.7000000000007, 2989.7999999999993, 2476.2999999999993, 2030.8999999999996, 164.40000000000146, 193.40000000000146, 3056.8999999999996, 1104.0999999999985, 3089.2999999999993, 3455.5, 3402.1000000000004, 613.5999999999985, 1844, 2683.2999999999993, 2269.5, 2163.5, 3230.2000000000007, 13.099999999998545, 2397.7000000000007, 2601.8999999999996, 0.2000000000007276, 1055.9000000000015, 1217.2000000000007, 2296.1000000000004, 527.7999999999993, 2852.1000000000004, 3210, 3516.3999999999996, 667.7000000000007, 3629.2000000000007, 3862.7999999999993, 1772.7999999999993, 503.2999999999993, 2745.7999999999993, 3789.7000000000007, 87.70000000000073, 72.70000000000073, 776, 2718.5, 3704.7999999999993, 538.7999999999993, 1084.2000000000007, 3086.3999999999996, 1859.7000000000007, 2455.7999999999993, 2541.2000000000007, 2278.2999999999993, 1742.2000000000007, 3372.8999999999996, 1100.2000000000007, 1645.8999999999996, 1911.5, 2237.6000000000004, 2149.7999999999993, 2793.5, 1538.5, 2763.7999999999993, 2880.6000000000004, 2578.7999999999993, 479.7999999999993, 3990.6000000000004, 2667.6000000000004, 2481, 2548.7999999999993, 500.5, 12.900000000001455, 2424.7000000000007, 152.90000000000146, 3709.7000000000007, 158.20000000000073, 1847.7000000000007, 909, 922.2999999999993, 3673.2000000000007, 3386.3999999999996, 3596.8999999999996, 2861.2999999999993, 2078.6000000000004, 2399.7000000000007, 2073.6000000000004, 538.7000000000007, 3492.8999999999996, 3994.2000000000007, 3240.6000000000004, 2940.7999999999993, 3416.5, 1154, 1781.2000000000007, 18.299999999999272, 1860.5, 2550.2999999999993, 805.0999999999985, 1766.6000000000004, 1455.7000000000007, 547.9000000000015, 2722.1000000000004, 1982.7999999999993, 2106.5, 3866.2000000000007, 73.29999999999927, 987.4000000000015, 1035.7000000000007, 3389.7000000000007, 262.09999999999854, 1417.2999999999993, 1994.1000000000004, 488.5, 2349.3999999999996, 2752.6000000000004, 2898.2000000000007, 653.2999999999993, 2852.2000000000007, 1982.2000000000007, 723, 3884.2000000000007, 2731, 301.7999999999993, 258.7999999999993, 3068.7999999999993, 2509.2000000000007, 125.59999999999854, 513.2000000000007, 3969.2999999999993, 3207.2999999999993, 1959.2000000000007, 1759.1000000000004, 2438.7999999999993, 3449.8999999999996, 765.5999999999985, 3184.1000000000004, 20.200000000000728, 20.599999999998545, 2863.2000000000007, 1756.2000000000007, 3409.7000000000007, 320.09999999999854, 178.70000000000073, 1317.7000000000007, 2609.2999999999993, 1552.7999999999993, 2342.1000000000004, 2406.3999999999996, 2238.6000000000004, 540.5999999999985, 1065.0999999999985, 20.099999999998545, 1029.0999999999985, 1361.7000000000007, 611.9000000000015, 3388.3999999999996, 3853.3999999999996, 2799.5, 3282.8999999999996, 1837.2999999999993, 603.7999999999993, 100.20000000000073, 2563.2000000000007, 1745.7999999999993, 235.70000000000073, 1392.5, 3288.5, 949.4000000000015, 3916.8999999999996, 2529.5, 528.9000000000015, 3131, 3651.3999999999996, 631, 380.40000000000146, 3881, 405.7000000000007, 1049.0999999999985, 487.2000000000007, 3407.1000000000004, 2702.7000000000007, 726.2000000000007, 1990.7000000000007, 104.5, 2734.6000000000004, 320.59999999999854, 137.70000000000073, 1533.9000000000015, 3107.3999999999996, 362, 2741.6000000000004, 3105.7000000000007, 2877.2999999999993, 3868.5, 3068.1000000000004, 3591.3999999999996, 2700.2000000000007, 3910.7000000000007, 715.4000000000015, 103.29999999999927, 84.90000000000146, 2667.7000000000007, 2660.3999999999996, 2118.3999999999996, 2957.6000000000004, 3648.5, 2597.2000000000007, 3773.1000000000004, 3562.7999999999993, 1003.5, 747, 1784, 428.09999999999854, 123, 3224.3999999999996, 1603.2999999999993, 2100.3999999999996, 2876.5, 2184.1000000000004, 871, 3085.8999999999996, 3699.8999999999996, 2152.6000000000004, 2848.2999999999993, 3268.7000000000007, 389, 2048.3999999999996, 3008.6000000000004, 2748.2000000000007, 560.4000000000015, 1479.0999999999985, 3192.8999999999996, 2442.8999999999996, 2101.5, 3020.3999999999996, 317.09999999999854, 2693, 2357.3999999999996, 2593.2000000000007, 2734.3999999999996, 3649.7999999999993, 2077.7999999999993, 1711, 1403.5999999999985, 1714.7999999999993, 1950.1000000000004, 842.5999999999985, 2854.7000000000007, 841.4000000000015, 2473.1000000000004, 629.0999999999985, 941.5, 2857, 3169.2999999999993, 2614, 1392.2000000000007, 2759.7000000000007, 1836, 1392, 3533.1000000000004, 3935.5, 3792.7999999999993, 367.09999999999854, 1101.2999999999993, 2166.6000000000004, 1982.1000000000004, 1739.8999999999996, 804.2999999999993, 3310.2999999999993, 166.5, 1606.2999999999993, 1248.7000000000007, 1092.0999999999985, 396.59999999999854, 2207.8999999999996, 3313.8999999999996, 1935.5, 38.599999999998545, 3238.1000000000004, 2840.6000000000004, 2006.2000000000007, 665.7999999999993, 92.79999999999927, 1609, 745.7000000000007, 1363.5, 1222.7000000000007, 250.09999999999854, 169.29999999999927, 2046.1000000000004, 2812.7000000000007, 3457.6000000000004, 1401.5999999999985, 281.59999999999854, 2594.2000000000007, 0.7000000000007276, 158.79999999999927, 766.2000000000007, 515.7000000000007, 1177.7999999999993, 1584.7000000000007, 2958, 2387.6000000000004, 1961.1000000000004, 1250.4000000000015, 2118.6000000000004, 1902.7000000000007, 1339, 691.5, 2432.5, 528.5999999999985, 1721.8999999999996, 979.7000000000007, 3857.6000000000004, 3163.2000000000007, 68, 3889.7000000000007, 2794.7000000000007, 1151.7000000000007, 1704.2999999999993, 2163.5, 29.299999999999272, 2746.3999999999996, 3953.2999999999993, 3581.7999999999993, 3826.5, 12.799999999999272, 1695.7999999999993, 3418, 2936.6000000000004, 3938.3999999999996, 1463.5, 525.4000000000015, 3100.5, 2198.5, 68.59999999999854, 1778.6000000000004, 1088.4000000000015, 2089.3999999999996, 2121.5, 2801.1000000000004, 944.0999999999985, 1455.2999999999993, 2740.2000000000007, 3678.5, 1081.5, 3918.1000000000004, 3947.2999999999993, 3561.5, 427.7000000000007, 431.7999999999993, 1187.4000000000015, 1253.2000000000007, 1993.2000000000007, 948.2999999999993, 2298.3999999999996, 1355.2999999999993, 1321.7999999999993, 1955.7000000000007, 2622.6000000000004, 46.70000000000073, 129, 3556.2999999999993, 1127.0999999999985, 14.200000000000728, 2760.6000000000004, 1018, 2986.8999999999996, 2568.6000000000004, 853.7999999999993, 28.599999999998545, 299.09999999999854, 524.2999999999993, 2761.2000000000007, 1014, 3799.2999999999993, 3663.8999999999996, 3515.3999999999996, 457, 3558.1000000000004, 3075.1000000000004, 835.4000000000015, 766.7000000000007, 3252.5, 11.799999999999272, 1431.5999999999985, 1535.4000000000015, 1041.2999999999993, 2610.7000000000007, 3908.2999999999993, 2954.1000000000004, 140.5, 334.2999999999993, 2405.6000000000004, 19.400000000001455, 1450.7999999999993, 3664.2000000000007, 2284.6000000000004, 2056.2000000000007, 3465, 3502.2000000000007, 0, 1755.5, 702.7000000000007, 215.29999999999927, 3622.6000000000004, 1700.7000000000007, 826.7000000000007, 3715.7000000000007, 178.5, 657.9000000000015, 389.2000000000007, 405.7999999999993, 3375, 1333.2999999999993, 2142.2000000000007, 1472.5999999999985, 3727, 67.90000000000146, 1176.2999999999993, 682.4000000000015, 1954, 1960.7999999999993, 3790.2999999999993, 1959.3999999999996, 3495.7999999999993, 203.90000000000146, 312.09999999999854, 426.90000000000146, 3300.1000000000004, 210.90000000000146, 3991.5, 180.59999999999854, 971.7999999999993, 2086.7000000000007, 16.5, 592.2999999999993, 2066.3999999999996, 1353.5, 561.7999999999993, 3597.5, 2413.2999999999993, 3418.7000000000007, 3780.7999999999993, 3153.5, 476.90000000000146, 1698.2000000000007, 3559.7999999999993, 2426.5, 101.90000000000146, 3620.7000000000007, 920.5, 2966, 2946.8999999999996, 1696, 3716.7999999999993, 1007, 583, 1764.6000000000004, 778.4000000000015, 2929.2000000000007, 3366.7999999999993, 3997.8999999999996, 933.0999999999985, 1777.2000000000007, 24.700000000000728, 386.59999999999854, 2555.8999999999996, 1059.2000000000007, 3545.3999999999996, 2094.2000000000007, 1049.9000000000015, 1673.8999999999996, 3318.7999999999993, 3897, 2713.7999999999993, 15.599999999998545, 1540.5, 1722.2999999999993, 3072.5, 2532.2999999999993, 2475.1000000000004, 0, 3329.2000000000007, 2927.1000000000004, 2184.8999999999996, 2056, 2534.7999999999993, 1035.9000000000015, 993.2999999999993, 3417.1000000000004, 2780.3999999999996, 2005.3999999999996, 455.7000000000007, 2169.7000000000007, 3076.2000000000007, 1296.5999999999985, 1452.5, 3916.7000000000007, 3671.7000000000007, 862.7000000000007, 655.2000000000007, 1915.5, 1102.7000000000007, 3619.5, 2276.6000000000004, 2626.5, 3399.2999999999993, 627.0999999999985, 3873.3999999999996, 2412.2000000000007, 2552.6000000000004, 3991.7999999999993, 1633.7999999999993, 1564.2000000000007, 454.40000000000146, 1421.0999999999985, 743.5999999999985, 918.5999999999985, 875.2999999999993, 1675.7999999999993, 3054.5, 3334.7999999999993, 834.5, 3255.1000000000004, 3616.2999999999993, 657.2999999999993, 955.5, 1208.0999999999985, 3207.5, 872.4000000000015, 89.59999999999854, 2174.2999999999993, 3865.8999999999996, 3159.6000000000004, 293.7000000000007, 2449.3999999999996, 2629.5, 159.29999999999927, 2020.5, 1895, 2694.1000000000004, 3247, 1754.7000000000007, 539.5999999999985, 3783.2000000000007, 1850, 1109.7000000000007, 208.20000000000073, 1840.6000000000004, 546.4000000000015, 833.2999999999993, 114.5, 1310.7000000000007, 1179.4000000000015, 2013.7999999999993, 1935.6000000000004, 3009.1000000000004, 3480.7000000000007, 0.2000000000007276, 3052.6000000000004, 1257.5, 1651.7999999999993, 3622.2000000000007, 1784.7999999999993, 2638.2999999999993, 3087.6000000000004, 2060.3999999999996, 3032.6000000000004, 3730.7000000000007, 342.59999999999854, 3145.1000000000004, 3538.5, 2537, 3504.1000000000004, 1234.9000000000015, 1482, 3171.5, 2471.5, 1873.6000000000004, 235, 700.7000000000007, 1767.2999999999993, 796.5999999999985, 1530, 2327.1000000000004, 74.09999999999854, 248.59999999999854, 3593.7000000000007, 1792.2999999999993, 2314.6000000000004, 2496.8999999999996, 1921.2000000000007, 3765.1000000000004, 3182.5, 1693.1000000000004, 1953.2999999999993, 405.7000000000007, 1581.5, 3681.2000000000007, 29.599999999998545, 3069, 2529.2000000000007, 913, 266.7000000000007, 2745.7999999999993, 343.40000000000146, 2582.3999999999996, 1051.4000000000015, 3636.2000000000007, 24.900000000001455, 2253, 2716.5, 2985.2000000000007, 3444.1000000000004, 1550.9000000000015, 1375.9000000000015, 2856.2000000000007, 2734.5, 2801.3999999999996, 895, 2579.2999999999993, 1483.5, 635.2999999999993, 3038.8999999999996, 628.9000000000015, 3565.8999999999996, 1436.4000000000015, 573, 13.099999999998545, 3062.2999999999993, 1659.2999999999993, 1249.2999999999993, 339.7999999999993, 1530.7000000000007, 3926.3999999999996, 1353, 2232.6000000000004, 39.79999999999927, 198.90000000000146, 971.2000000000007, 3735.6000000000004, 1748.6000000000004, 254.70000000000073, 1307, 1773.3999999999996, 3260.5, 2237.7000000000007, 3485.3999999999996, 1499.0999999999985, 216.20000000000073, 868.9000000000015, 580.5999999999985, 701.9000000000015, 3265.2000000000007, 1245.5999999999985, 1288, 835, 2171.2000000000007, 3024.7000000000007, 3029.7999999999993, 3697.1000000000004, 1358.9000000000015, 3158.5, 2294.8999999999996, 3412.2999999999993, 3754, 1759.3999999999996, 3127.6000000000004, 2445.7999999999993, 3651.6000000000004, 2925.2000000000007, 39, 3484.2999999999993, 2166.7999999999993, 1643.8999999999996, 1896.7999999999993, 2237.3999999999996, 335.2999999999993, 2017.5, 2211.2000000000007, 515.2000000000007, 2241.6000000000004, 145.79999999999927, 2081.1000000000004, 1781.7000000000007, 1641.1000000000004, 2737.3999999999996, 967.5, 258.59999999999854, 2624.7999999999993, 3426, 377.7000000000007, 3276.7000000000007, 1820.3999999999996, 906.0999999999985, 118.90000000000146, 2390.5, 2407.2999999999993, 3295.5, 652.4000000000015, 3944.2000000000007, 374.5, 3483.3999999999996, 1699.2999999999993, 2657.6000000000004, 2290.2000000000007, 3942.8999999999996, 1536.0999999999985, 3187.6000000000004, 1465.9000000000015, 293.2000000000007, 770.5999999999985, 1392, 512.2000000000007, 3216.7000000000007, 453.59999999999854, 2104.2999999999993, 1306.2999999999993, 3442.7999999999993, 2803, 3445.8999999999996, 2103.3999999999996, 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"title": "ε (eV)" }, "yaxis": { "title": "N" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "layout = go.Layout(\n", " barmode='overlay',\n", " xaxis=dict(range= [0,3950], title=\"\\u03B5 (eV)\"),\n", " yaxis=dict(title=\"N\"),\n", " #legend=dict(orientation=\"h\"),\n", ")\n", "\n", "fig = go.Figure( data = [hist12_plot, hist14_plot, hist16_plot, hist18_plot], layout=layout )\n", "\n", "pio.write_image(fig, \"images/spectra.pdf\")\n", "\n", "iplot(fig)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "den = False\n", "r = None#[300,3900]\n", "bins = 40\n", "\n", "hist18 = np.histogram(a=18000 - trap18.E,range=r,bins=bins,density=den)\n", "hist16 = np.histogram(a=16000 - trap16.E,range=r,bins=bins,density=den)\n", "hist14 = np.histogram(a=14000 - trap14.E,range=r,bins=bins,density=den)\n", "hist12 = np.histogram(a=12000 - trap12.E,range=r,bins=bins,density=den)\n", "\n", "x = (hist18[1] + np.roll(hist18[1],-1))[:-1]/2" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 0., 100., 200., 300., 400., 500., 600., 700., 800.,\n", " 900., 1000., 1100., 1200., 1300., 1400., 1500., 1600., 1700.,\n", " 1800., 1900., 2000., 2100., 2200., 2300., 2400., 2500., 2600.,\n", " 2700., 2800., 2900., 3000., 3100., 3200., 3300., 3400., 3500.,\n", " 3600., 3700., 3800., 3900., 4000.])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hist18[1]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 50., 150., 250., 350., 450., 550., 650., 750., 850.,\n", " 950., 1050., 1150., 1250., 1350., 1450., 1550., 1650., 1750.,\n", " 1850., 1950., 2050., 2150., 2250., 2350., 2450., 2550., 2650.,\n", " 2750., 2850., 2950., 3050., 3150., 3250., 3350., 3450., 3550.,\n", " 3650., 3750., 3850., 3950.])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def f(x, norm, exp_amp, exp_const):\n", " return norm*( exp_amp * np.exp(-x / exp_const) + 1.0 + 4e-5*x)\n", "\n", "p_start = [1000, 2.0, 100]\n", "\n", "hist18_fit, _ = curve_fit(f=f, xdata= x, ydata=hist18[0], sigma=np.sqrt(hist18[0]),p0=p_start)\n", "hist16_fit, _ = curve_fit(f=f, xdata= x, ydata=hist16[0], sigma=np.sqrt(hist16[0]),p0=p_start)\n", "hist14_fit, _ = curve_fit(f=f, xdata= x, ydata=hist14[0], sigma=np.sqrt(hist14[0]),p0=p_start)\n", "hist12_fit, _ = curve_fit(f=f, xdata= x, ydata=hist12[0], sigma=np.sqrt(hist12[0]),p0=p_start)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "hist18_fit\n", "[958.2791903 4.99334659 56.85110879]\n", "hist16_fit\n", "[1115.14533176 4.19228737 61.46792916]\n", "hist14_fit\n", "[1333.19252298 4.92409339 48.88444575]\n", "hist12_fit\n", "[1633.62216227 4.73189695 47.9786619 ]\n" ] } ], "source": [ "print(\"hist18_fit\")\n", "print(hist18_fit)\n", "print(\"hist16_fit\")\n", "print(hist16_fit)\n", "print(\"hist14_fit\")\n", "print(hist14_fit)\n", "print(\"hist12_fit\")\n", "print(hist12_fit)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "name": "E = 18 keV", "type": "scatter", "uid": "689a76dc-0206-11e9-ad4d-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 2952, 1278, 1080, 1025, 1027, 1022, 995, 1052, 1017, 1017, 1006, 1011, 1055, 1013, 1017, 968, 979, 1025, 978, 1035, 965, 1026, 1027, 1003, 1028, 991, 1062, 1068, 1110, 1072, 1045, 1070, 1095, 1059, 1133, 1087, 1118, 1092, 1077, 1162 ] }, { "name": "E = 16 keV", "type": "scatter", "uid": "689a76dd-0206-11e9-b4f6-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 3202, 1474, 1322, 1191, 1095, 1131, 1124, 1219, 1193, 1117, 1156, 1171, 1183, 1155, 1211, 1134, 1167, 1187, 1156, 1140, 1214, 1191, 1250, 1260, 1234, 1208, 1273, 1260, 1149, 1204, 1230, 1266, 1266, 1288, 1287, 1321, 1292, 1287, 1312, 1283 ] }, { "name": "E = 14 keV", "type": "scatter", "uid": "689a76de-0206-11e9-b711-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 3702, 1609, 1520, 1377, 1323, 1319, 1321, 1343, 1370, 1333, 1405, 1336, 1455, 1405, 1362, 1384, 1399, 1389, 1373, 1411, 1431, 1409, 1510, 1466, 1488, 1441, 1541, 1486, 1459, 1486, 1507, 1579, 1499, 1584, 1470, 1584, 1619, 1559, 1559, 1548 ] }, { "name": "E = 12 keV", "type": "scatter", "uid": "689a76df-0206-11e9-b3f0-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 4366, 1961, 1795, 1569, 1566, 1650, 1619, 1646, 1667, 1640, 1657, 1692, 1721, 1645, 1709, 1692, 1728, 1784, 1790, 1688, 1747, 1822, 1763, 1719, 1787, 1756, 1861, 1814, 1846, 1830, 1824, 1893, 1950, 1957, 1858, 1931, 1928, 1951, 1969, 1962 ] }, { "name": "E = 18 keV fit", "type": "scatter", "uid": "689a76e0-0206-11e9-81c1-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 2945.9521679411046, 1306.0164873672873, 1026.7592026347104, 981.8383975865654, 977.2750979406738, 979.6621811139072, 983.2462614962319, 987.0364891305655, 990.8622195122641, 994.69406418876, 998.5269618711117, 1002.3600409024773, 1006.1931511658294, 1010.0262668079647, 1013.8593833764356, 1017.6925001044405, 1021.5256168599202, 1025.358733620132, 1029.1918503811582, 1033.024967142325, 1036.858083903516, 1040.6912006647112, 1044.524317425907, 1048.3574341871029, 1052.190550948299, 1056.023667709495, 1059.8567844706909, 1063.689901231887, 1067.523017993083, 1071.3561347542789, 1075.189251515475, 1079.0223682766707, 1082.8554850378666, 1086.6886017990628, 1090.5217185602587, 1094.3548353214546, 1098.1879520826506, 1102.0210688438467, 1105.8541856050426, 1109.6873023662386 ] }, { "name": "E = 16 keV fit", "type": "scatter", "uid": "689a76e1-0206-11e9-a403-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 3189.9653850376035, 1529.1930464236896, 1206.360674355169, 1146.4935114611847, 1138.3108059907697, 1140.2864144188136, 1144.25858712176, 1148.6231742493503, 1153.0648884109182, 1157.5217614937606, 1161.9816139845013, 1166.4420520625188, 1170.902605234699, 1175.3631810280444, 1179.823761267463, 1184.2843423807349, 1188.7449236657576, 1193.2055049845374, 1197.6660863099517, 1202.1266676366702, 1206.587248963645, 1211.04783029067, 1215.508411617705, 1219.968992944742, 1224.4295742717793, 1228.8901555988168, 1233.3507369258543, 1237.8113182528919, 1242.2718995799291, 1246.7324809069667, 1251.1930622340042, 1255.6536435610412, 1260.1142248880788, 1264.5748062151163, 1269.0353875421538, 1273.495968869191, 1277.9565501962286, 1282.417131523266, 1286.8777128503034, 1291.338294177341 ] }, { "name": "E = 14 keV fit", "type": "scatter", "uid": "689a76e2-0206-11e9-9f61-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 3696.413066386027, 1646.4050845568875, 1385.987734037793, 1356.9597167328877, 1357.8497279360515, 1362.6080610595743, 1367.866557971479, 1373.1897247377444, 1378.5212531450566, 1383.85386269043, 1389.1866120240943, 1394.5193794320148, 1399.8521491768886, 1405.1849192239242, 1410.5176893100288, 1415.8504594011847, 1421.183229492994, 1426.5159995848874, 1431.848769676792, 1437.181539768698, 1442.514309860604, 1447.84707995251, 1453.1798500444163, 1458.5126201363223, 1463.8453902282286, 1469.1781603201346, 1474.5109304120408, 1479.8437005039468, 1485.176470595853, 1490.509240687759, 1495.8420107796653, 1501.174780871571, 1506.5075509634771, 1511.8403210553834, 1517.1730911472894, 1522.5058612391956, 1527.8386313311016, 1533.1714014230079, 1538.5041715149139, 1543.8369416068201 ] }, { "name": "E = 12 keV fit", "type": "scatter", "uid": "689a76e3-0206-11e9-ad33-54a050d55942", "x": [ 50, 150, 250, 350, 450, 550, 650, 750, 850, 950, 1050, 1150, 1250, 1350, 1450, 1550, 1650, 1750, 1850, 1950, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2750, 2850, 2950, 3050, 3150, 3250, 3350, 3450, 3550, 3650, 3750, 3850, 3950 ], "y": [ 4363.327320711202, 1982.5904723953092, 1692.1504200489167, 1661.7415262538295, 1663.6802892833196, 1669.6430735411511, 1676.1064426460996, 1682.6320840838578, 1689.1654721472994, 1695.6998238844433, 1702.2342955017828, 1708.7687820321173, 1715.3032704176164, 1721.837759033896, 1728.3722476788846, 1734.9067363274444, 1741.4412249764487, 1747.975713625508, 1754.5102022745743, 1761.0446909236416, 1767.5791795727089, 1774.1136682217762, 1780.6481568708434, 1787.182645519911, 1793.7171341689782, 1800.2516228180455, 1806.7861114671127, 1813.3206001161802, 1819.8550887652475, 1826.3895774143148, 1832.924066063382, 1839.458554712449, 1845.9930433615164, 1852.5275320105836, 1859.0620206596511, 1865.5965093087184, 1872.1309979577857, 1878.665486606853, 1885.1999752559202, 1891.7344639049877 ] } ], "layout": {} }, "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "plots = [\n", " go.Scatter(x=x,y=hist18[0], name = \"E = 18 keV\"),\n", " go.Scatter(x=x,y=hist16[0], name = \"E = 16 keV\"),\n", " go.Scatter(x=x,y=hist14[0], name = \"E = 14 keV\"),\n", " go.Scatter(x=x,y=hist12[0], name = \"E = 12 keV\"),\n", " \n", " go.Scatter(x=x,y=f(x,*hist18_fit), name = \"E = 18 keV fit\" ),\n", " go.Scatter(x=x,y=f(x,*hist16_fit), name = \"E = 16 keV fit\" ),\n", " go.Scatter(x=x,y=f(x,*hist14_fit), name = \"E = 14 keV fit\" ),\n", " go.Scatter(x=x,y=f(x,*hist12_fit), name = \"E = 12 keV fit\" )\n", "]\n", "\n", "iplot(plots)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "marker": { "size": 10 }, "mode": "markers", "name": "Simulation", "type": "scatter", "uid": "5acbd536-01e8-11e9-bd65-54a050d55942", "x": [ 12, 14, 16, 18 ], "y": [ 7.717669056832135e-05, 6.298358897811854e-05, 5.268245509627406e-05, 4.52716780269093e-05 ] }, { "name": "Fit", "type": "scatter", "uid": "5acbd537-01e8-11e9-9801-54a050d55942", "x": [ 12, 12.122448979591837, 12.244897959183673, 12.36734693877551, 12.489795918367347, 12.612244897959183, 12.73469387755102, 12.857142857142858, 12.979591836734693, 13.10204081632653, 13.224489795918368, 13.346938775510203, 13.46938775510204, 13.591836734693878, 13.714285714285714, 13.83673469387755, 13.959183673469388, 14.081632653061224, 14.204081632653061, 14.326530612244898, 14.448979591836736, 14.571428571428571, 14.693877551020408, 14.816326530612244, 14.938775510204081, 15.061224489795919, 15.183673469387756, 15.306122448979592, 15.428571428571429, 15.551020408163264, 15.673469387755102, 15.795918367346939, 15.918367346938776, 16.04081632653061, 16.163265306122447, 16.285714285714285, 16.408163265306122, 16.53061224489796, 16.653061224489797, 16.775510204081634, 16.89795918367347, 17.020408163265305, 17.142857142857142, 17.26530612244898, 17.387755102040817, 17.51020408163265, 17.632653061224488, 17.755102040816325, 17.877551020408163, 18 ], "y": [ 7.71266100235273e-05, 7.617245393465189e-05, 7.52310094077689e-05, 7.430227644287827e-05, 7.338625503998007e-05, 7.248294519907427e-05, 7.159234692016094e-05, 7.071446020323992e-05, 6.984928504831137e-05, 6.89968214553752e-05, 6.815706942443146e-05, 6.733002895548012e-05, 6.651570004852117e-05, 6.571408270355462e-05, 6.492517692058053e-05, 6.414898269959884e-05, 6.338550004060951e-05, 6.263472894361261e-05, 6.189666940860814e-05, 6.117132143559605e-05, 6.0458685024576366e-05, 5.975876017554909e-05, 5.9071546888514215e-05, 5.83970451634718e-05, 5.773525500042177e-05, 5.708617639936411e-05, 5.644980936029886e-05, 5.582615388322607e-05, 5.521520996814566e-05, 5.461697761505768e-05, 5.403145682396205e-05, 5.3458647594858884e-05, 5.2898549927748095e-05, 5.235116382262971e-05, 5.181648927950376e-05, 5.129452629837019e-05, 5.078527487922905e-05, 5.0288735022080313e-05, 4.980490672692396e-05, 4.933378999376001e-05, 4.8875384822588545e-05, 4.8429691213409406e-05, 4.799670916622273e-05, 4.75764386810284e-05, 4.716887975782653e-05, 4.677403239661704e-05, 4.639189659739996e-05, 4.602247236017531e-05, 4.5665759684943035e-05, 4.5321758571703196e-05 ] } ], "layout": {} }, "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "es = np.asarray([12,14,16,18])\n", "traps = np.asarray([hist12_fit[0],hist14_fit[0],hist16_fit[0],hist18_fit[0]])/(x[1]-x[0])/211673\n", "\n", "trap_coefs = np.polynomial.polynomial.polyfit(x = es, y = traps, deg=2)\n", "\n", "function_es = np.linspace(12,18)\n", "\n", "plots =[\n", " go.Scatter(x=es,y=traps, name = \"Simulation\", mode = 'markers', marker = dict(size = 10)),\n", " go.Scatter(x=function_es,y= np.polynomial.polynomial.polyval(function_es,trap_coefs), name = \"Fit\")\n", "]\n", "\n", "fig = go.Figure(data = plots)\n", "\n", "iplot(fig)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 2.32297694e-04, -1.80176671e-05, 4.23895283e-07])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trap_coefs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Angular distribution" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "opacity": 0.5, "type": "histogram", "uid": "0087ee1e-0221-11e9-ad6f-54a050d55942", "x": [ 14.2839, 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"execution_count": null, "metadata": {}, "outputs": [], "source": [ "import plotly.figure_factory as ff\n", "\n", "\n", "fig = ff.create_2d_density(\n", " trap18.E, trap18.theta_start\n", ")\n", "\n", "iplot(fig)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }