julia_coursera/01_Coursera_3.ipynb

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{
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"outputs": [
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"data": {
"text/plain": [
"24"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"b = 4;\n",
"f(x) = b*x\n",
"f(6)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"updateSIR (generic function with 1 method)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"function updateSIR(popnvector)\n",
" susceptibles = popnvector[1];\n",
" infecteds = popnvector[2];\n",
" removeds = popnvector[3];\n",
" newS = susceptibles - λ*susceptibles*infecteds*dt\n",
" newI = infecteds + λ*susceptibles*infecteds*dt - γ*infecteds*dt\n",
" newR = removeds + γ*infecteds*dt\n",
" return [newS newI newR]\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1×3 Array{Float64,2}:\n",
" 975.0 34.5 20.5"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dt = 0.5;\n",
"λ = 1/200; γ = 1/10\n",
"\n",
"s,i,r = 1000.,10,20\n",
"vect = [s i r]\n",
"\n",
"updateSIR(vect)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# Values for the test run\n",
"λ = 1/20000\n",
"γ = 1/10\n",
"dt = 0.5\n",
"tfinal = 610\n",
"s0 = 10000.0\n",
"i0 = 4.0\n",
"r0 = 0.0\n",
"\n",
"\n",
"nsteps = round(Int64,tfinal/dt)\n",
"resultvals = Array{Float64}(undef,nsteps+1,3)\n",
"timevec = Array{Float64}(undef,nsteps+1)\n",
"resultvals[1,:] = [s0, i0, r0]\n",
"timevec[1] = 0.\n",
"\n",
"\n",
"for step = 1:nsteps\n",
" resultvals[step+1,:] = updateSIR(resultvals[step,:])\n",
" timevec[step+1] = timevec[step] + dt\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Plots.GRBackend()"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using Plots\n",
"gr()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
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" 342.214,673.689 343.867,735.7 345.519,797.986 347.172,859.396 348.825,918.833 350.477,975.341 352.13,1028.16 353.782,1076.77 355.435,1120.87 357.087,1160.39 \n",
" 358.74,1195.45 360.393,1226.28 362.045,1253.2 363.698,1276.6 365.35,1296.85 367.003,1314.34 368.656,1329.43 370.308,1342.44 371.961,1353.66 373.613,1363.36 \n",
" 375.266,1371.74 376.919,1379.01 378.571,1385.33 380.224,1390.83 381.876,1395.64 383.529,1399.85 385.181,1403.55 386.834,1406.81 388.487,1409.69 390.139,1412.25 \n",
" 391.792,1414.52 393.444,1416.54 395.097,1418.35 396.75,1419.97 398.402,1421.42 400.055,1422.73 401.707,1423.92 403.36,1424.99 405.013,1425.96 406.665,1426.84 \n",
" 408.318,1427.65 409.97,1428.38 411.623,1429.06 413.276,1429.67 414.928,1430.24 416.581,1430.76 418.233,1431.24 419.886,1431.68 421.538,1432.08 423.191,1432.46 \n",
" 424.844,1432.81 426.496,1433.13 428.149,1433.44 429.801,1433.71 431.454,1433.97 433.107,1434.22 434.759,1434.44 436.412,1434.65 438.064,1434.85 439.717,1435.04 \n",
" 441.37,1435.21 443.022,1435.37 444.675,1435.52 446.327,1435.66 447.98,1435.8 449.633,1435.92 451.285,1436.04 452.938,1436.15 454.59,1436.25 456.243,1436.35 \n",
" 457.895,1436.44 459.548,1436.53 461.201,1436.61 462.853,1436.69 464.506,1436.76 466.158,1436.83 467.811,1436.9 469.464,1436.96 471.116,1437.02 472.769,1437.07 \n",
" 474.421,1437.12 476.074,1437.17 477.727,1437.22 479.379,1437.26 481.032,1437.3 482.684,1437.34 484.337,1437.38 485.99,1437.42 487.642,1437.45 489.295,1437.48 \n",
" 490.947,1437.51 492.6,1437.54 494.252,1437.57 495.905,1437.59 497.558,1437.62 499.21,1437.64 500.863,1437.66 502.515,1437.68 504.168,1437.7 505.821,1437.72 \n",
" 507.473,1437.74 509.126,1437.76 510.778,1437.77 512.431,1437.79 514.084,1437.8 515.736,1437.82 517.389,1437.83 519.041,1437.84 520.694,1437.85 522.347,1437.86 \n",
" 523.999,1437.87 525.652,1437.88 527.304,1437.89 528.957,1437.9 530.609,1437.91 532.262,1437.92 533.915,1437.93 535.567,1437.93 537.22,1437.94 538.872,1437.95 \n",
" 540.525,1437.96 542.178,1437.96 543.83,1437.97 545.483,1437.97 547.135,1437.98 548.788,1437.98 550.441,1437.99 552.093,1437.99 553.746,1438 555.398,1438 \n",
" 557.051,1438 558.704,1438.01 560.356,1438.01 562.009,1438.01 563.661,1438.02 565.314,1438.02 566.966,1438.02 568.619,1438.03 570.272,1438.03 571.924,1438.03 \n",
" 573.577,1438.03 575.229,1438.04 576.882,1438.04 578.535,1438.04 580.187,1438.04 581.84,1438.04 583.492,1438.05 585.145,1438.05 586.798,1438.05 588.45,1438.05 \n",
" 590.103,1438.05 591.755,1438.05 593.408,1438.05 595.061,1438.06 596.713,1438.06 598.366,1438.06 600.018,1438.06 601.671,1438.06 603.323,1438.06 604.976,1438.06 \n",
" 606.629,1438.06 608.281,1438.06 609.934,1438.06 611.586,1438.06 613.239,1438.07 614.892,1438.07 616.544,1438.07 618.197,1438.07 619.849,1438.07 621.502,1438.07 \n",
" 623.155,1438.07 624.807,1438.07 626.46,1438.07 628.112,1438.07 629.765,1438.07 631.417,1438.07 633.07,1438.07 634.723,1438.07 636.375,1438.07 638.028,1438.07 \n",
" 639.68,1438.07 641.333,1438.07 642.986,1438.07 644.638,1438.07 646.291,1438.07 647.943,1438.07 649.596,1438.07 651.249,1438.07 652.901,1438.07 654.554,1438.07 \n",
" 656.206,1438.08 657.859,1438.08 659.512,1438.08 661.164,1438.08 662.817,1438.08 664.469,1438.08 666.122,1438.08 667.774,1438.08 669.427,1438.08 671.08,1438.08 \n",
" 672.732,1438.08 674.385,1438.08 676.037,1438.08 677.69,1438.08 679.343,1438.08 680.995,1438.08 682.648,1438.08 684.3,1438.08 685.953,1438.08 687.606,1438.08 \n",
" 689.258,1438.08 690.911,1438.08 692.563,1438.08 694.216,1438.08 695.869,1438.08 697.521,1438.08 699.174,1438.08 700.826,1438.08 702.479,1438.08 704.131,1438.08 \n",
" 705.784,1438.08 707.437,1438.08 709.089,1438.08 710.742,1438.08 712.394,1438.08 714.047,1438.08 715.7,1438.08 717.352,1438.08 719.005,1438.08 720.657,1438.08 \n",
" 722.31,1438.08 723.963,1438.08 725.615,1438.08 727.268,1438.08 728.92,1438.08 730.573,1438.08 732.226,1438.08 733.878,1438.08 735.531,1438.08 737.183,1438.08 \n",
" 738.836,1438.08 740.488,1438.08 742.141,1438.08 743.794,1438.08 745.446,1438.08 747.099,1438.08 748.751,1438.08 750.404,1438.08 752.057,1438.08 753.709,1438.08 \n",
" 755.362,1438.08 757.014,1438.08 758.667,1438.08 760.32,1438.08 761.972,1438.08 763.625,1438.08 765.277,1438.08 766.93,1438.08 768.583,1438.08 770.235,1438.08 \n",
" 771.888,1438.08 773.54,1438.08 775.193,1438.08 776.845,1438.08 778.498,1438.08 780.151,1438.08 781.803,1438.08 783.456,1438.08 785.108,1438.08 786.761,1438.08 \n",
" 788.414,1438.08 790.066,1438.08 791.719,1438.08 793.371,1438.08 795.024,1438.08 796.677,1438.08 798.329,1438.08 799.982,1438.08 801.634,1438.08 803.287,1438.08 \n",
" 804.94,1438.08 806.592,1438.08 808.245,1438.08 809.897,1438.08 811.55,1438.08 813.202,1438.08 814.855,1438.08 816.508,1438.08 818.16,1438.08 819.813,1438.08 \n",
" 821.465,1438.08 823.118,1438.08 824.771,1438.08 826.423,1438.08 828.076,1438.08 829.728,1438.08 831.381,1438.08 833.034,1438.08 834.686,1438.08 836.339,1438.08 \n",
" 837.991,1438.08 839.644,1438.08 841.297,1438.08 842.949,1438.08 844.602,1438.08 846.254,1438.08 847.907,1438.08 849.559,1438.08 851.212,1438.08 852.865,1438.08 \n",
" 854.517,1438.08 856.17,1438.08 857.822,1438.08 859.475,1438.08 861.128,1438.08 862.78,1438.08 864.433,1438.08 866.085,1438.08 867.738,1438.08 869.391,1438.08 \n",
" 871.043,1438.08 872.696,1438.08 874.348,1438.08 876.001,1438.08 877.654,1438.08 879.306,1438.08 880.959,1438.08 882.611,1438.08 884.264,1438.08 885.916,1438.08 \n",
" 887.569,1438.08 889.222,1438.08 890.874,1438.08 892.527,1438.08 894.179,1438.08 895.832,1438.08 897.485,1438.08 899.137,1438.08 900.79,1438.08 902.442,1438.08 \n",
" 904.095,1438.08 905.748,1438.08 907.4,1438.08 909.053,1438.08 910.705,1438.08 912.358,1438.08 914.01,1438.08 915.663,1438.08 917.316,1438.08 918.968,1438.08 \n",
" 920.621,1438.08 922.273,1438.08 923.926,1438.08 925.579,1438.08 927.231,1438.08 928.884,1438.08 930.536,1438.08 932.189,1438.08 933.842,1438.08 935.494,1438.08 \n",
" 937.147,1438.08 938.799,1438.08 940.452,1438.08 942.105,1438.08 943.757,1438.08 945.41,1438.08 947.062,1438.08 948.715,1438.08 950.367,1438.08 952.02,1438.08 \n",
" 953.673,1438.08 955.325,1438.08 956.978,1438.08 958.63,1438.08 960.283,1438.08 961.936,1438.08 963.588,1438.08 965.241,1438.08 966.893,1438.08 968.546,1438.08 \n",
" 970.199,1438.08 971.851,1438.08 973.504,1438.08 975.156,1438.08 976.809,1438.08 978.462,1438.08 980.114,1438.08 981.767,1438.08 983.419,1438.08 985.072,1438.08 \n",
" 986.724,1438.08 988.377,1438.08 990.03,1438.08 991.682,1438.08 993.335,1438.08 994.987,1438.08 996.64,1438.08 998.293,1438.08 999.945,1438.08 1001.6,1438.08 \n",
" 1003.25,1438.08 1004.9,1438.08 1006.56,1438.08 1008.21,1438.08 1009.86,1438.08 1011.51,1438.08 1013.17,1438.08 1014.82,1438.08 1016.47,1438.08 1018.12,1438.08 \n",
" 1019.78,1438.08 1021.43,1438.08 1023.08,1438.08 1024.73,1438.08 1026.39,1438.08 1028.04,1438.08 1029.69,1438.08 1031.34,1438.08 1033,1438.08 1034.65,1438.08 \n",
" 1036.3,1438.08 1037.95,1438.08 1039.61,1438.08 1041.26,1438.08 1042.91,1438.08 1044.57,1438.08 1046.22,1438.08 1047.87,1438.08 1049.52,1438.08 1051.18,1438.08 \n",
" 1052.83,1438.08 1054.48,1438.08 1056.13,1438.08 1057.79,1438.08 1059.44,1438.08 1061.09,1438.08 1062.74,1438.08 1064.4,1438.08 1066.05,1438.08 1067.7,1438.08 \n",
" 1069.35,1438.08 1071.01,1438.08 1072.66,1438.08 1074.31,1438.08 1075.96,1438.08 1077.62,1438.08 1079.27,1438.08 1080.92,1438.08 1082.57,1438.08 1084.23,1438.08 \n",
" 1085.88,1438.08 1087.53,1438.08 1089.19,1438.08 1090.84,1438.08 1092.49,1438.08 1094.14,1438.08 1095.8,1438.08 1097.45,1438.08 1099.1,1438.08 1100.75,1438.08 \n",
" 1102.41,1438.08 1104.06,1438.08 1105.71,1438.08 1107.36,1438.08 1109.02,1438.08 1110.67,1438.08 1112.32,1438.08 1113.97,1438.08 1115.63,1438.08 1117.28,1438.08 \n",
" 1118.93,1438.08 1120.58,1438.08 1122.24,1438.08 1123.89,1438.08 1125.54,1438.08 1127.19,1438.08 1128.85,1438.08 1130.5,1438.08 1132.15,1438.08 1133.81,1438.08 \n",
" 1135.46,1438.08 1137.11,1438.08 1138.76,1438.08 1140.42,1438.08 1142.07,1438.08 1143.72,1438.08 1145.37,1438.08 1147.03,1438.08 1148.68,1438.08 1150.33,1438.08 \n",
" 1151.98,1438.08 1153.64,1438.08 1155.29,1438.08 1156.94,1438.08 1158.59,1438.08 1160.25,1438.08 1161.9,1438.08 1163.55,1438.08 1165.2,1438.08 1166.86,1438.08 \n",
" 1168.51,1438.08 1170.16,1438.08 1171.81,1438.08 1173.47,1438.08 1175.12,1438.08 1176.77,1438.08 1178.43,1438.08 1180.08,1438.08 1181.73,1438.08 1183.38,1438.08 \n",
" 1185.04,1438.08 1186.69,1438.08 1188.34,1438.08 1189.99,1438.08 1191.65,1438.08 1193.3,1438.08 1194.95,1438.08 1196.6,1438.08 1198.26,1438.08 1199.91,1438.08 \n",
" 1201.56,1438.08 1203.21,1438.08 1204.87,1438.08 1206.52,1438.08 1208.17,1438.08 1209.82,1438.08 1211.48,1438.08 1213.13,1438.08 1214.78,1438.08 1216.43,1438.08 \n",
" 1218.09,1438.08 1219.74,1438.08 1221.39,1438.08 1223.04,1438.08 1224.7,1438.08 1226.35,1438.08 1228,1438.08 1229.66,1438.08 1231.31,1438.08 1232.96,1438.08 \n",
" 1234.61,1438.08 1236.27,1438.08 1237.92,1438.08 1239.57,1438.08 1241.22,1438.08 1242.88,1438.08 1244.53,1438.08 1246.18,1438.08 1247.83,1438.08 1249.49,1438.08 \n",
" 1251.14,1438.08 1252.79,1438.08 1254.44,1438.08 1256.1,1438.08 1257.75,1438.08 1259.4,1438.08 1261.05,1438.08 1262.71,1438.08 1264.36,1438.08 1266.01,1438.08 \n",
" 1267.66,1438.08 1269.32,1438.08 1270.97,1438.08 1272.62,1438.08 1274.28,1438.08 1275.93,1438.08 1277.58,1438.08 1279.23,1438.08 1280.89,1438.08 1282.54,1438.08 \n",
" 1284.19,1438.08 1285.84,1438.08 1287.5,1438.08 1289.15,1438.08 1290.8,1438.08 1292.45,1438.08 1294.11,1438.08 1295.76,1438.08 1297.41,1438.08 1299.06,1438.08 \n",
" 1300.72,1438.08 1302.37,1438.08 1304.02,1438.08 1305.67,1438.08 1307.33,1438.08 1308.98,1438.08 1310.63,1438.08 1312.28,1438.08 1313.94,1438.08 1315.59,1438.08 \n",
" 1317.24,1438.08 1318.9,1438.08 1320.55,1438.08 1322.2,1438.08 1323.85,1438.08 1325.51,1438.08 1327.16,1438.08 1328.81,1438.08 1330.46,1438.08 1332.12,1438.08 \n",
" 1333.77,1438.08 1335.42,1438.08 1337.07,1438.08 1338.73,1438.08 1340.38,1438.08 1342.03,1438.08 1343.68,1438.08 1345.34,1438.08 1346.99,1438.08 1348.64,1438.08 \n",
" 1350.29,1438.08 1351.95,1438.08 1353.6,1438.08 1355.25,1438.08 1356.9,1438.08 1358.56,1438.08 1360.21,1438.08 1361.86,1438.08 1363.52,1438.08 1365.17,1438.08 \n",
" 1366.82,1438.08 1368.47,1438.08 1370.13,1438.08 1371.78,1438.08 1373.43,1438.08 1375.08,1438.08 1376.74,1438.08 1378.39,1438.08 1380.04,1438.08 1381.69,1438.08 \n",
" 1383.35,1438.08 1385,1438.08 1386.65,1438.08 1388.3,1438.08 1389.96,1438.08 1391.61,1438.08 1393.26,1438.08 1394.91,1438.08 1396.57,1438.08 1398.22,1438.08 \n",
" 1399.87,1438.08 1401.52,1438.08 1403.18,1438.08 1404.83,1438.08 1406.48,1438.08 1408.14,1438.08 1409.79,1438.08 1411.44,1438.08 1413.09,1438.08 1414.75,1438.08 \n",
" 1416.4,1438.08 1418.05,1438.08 1419.7,1438.08 1421.36,1438.08 1423.01,1438.08 1424.66,1438.08 1426.31,1438.08 1427.97,1438.08 1429.62,1438.08 1431.27,1438.08 \n",
" 1432.92,1438.08 1434.58,1438.08 1436.23,1438.08 1437.88,1438.08 1439.53,1438.08 1441.19,1438.08 1442.84,1438.08 1444.49,1438.08 1446.14,1438.08 1447.8,1438.08 \n",
" 1449.45,1438.08 1451.1,1438.08 1452.76,1438.08 1454.41,1438.08 1456.06,1438.08 1457.71,1438.08 1459.37,1438.08 1461.02,1438.08 1462.67,1438.08 1464.32,1438.08 \n",
" 1465.98,1438.08 1467.63,1438.08 1469.28,1438.08 1470.93,1438.08 1472.59,1438.08 1474.24,1438.08 1475.89,1438.08 1477.54,1438.08 1479.2,1438.08 1480.85,1438.08 \n",
" 1482.5,1438.08 1484.15,1438.08 1485.81,1438.08 1487.46,1438.08 1489.11,1438.08 1490.76,1438.08 1492.42,1438.08 1494.07,1438.08 1495.72,1438.08 1497.37,1438.08 \n",
" 1499.03,1438.08 1500.68,1438.08 1502.33,1438.08 1503.99,1438.08 1505.64,1438.08 1507.29,1438.08 1508.94,1438.08 1510.6,1438.08 1512.25,1438.08 1513.9,1438.08 \n",
" 1515.55,1438.08 1517.21,1438.08 1518.86,1438.08 1520.51,1438.08 1522.16,1438.08 1523.82,1438.08 1525.47,1438.08 1527.12,1438.08 1528.77,1438.08 1530.43,1438.08 \n",
" 1532.08,1438.08 1533.73,1438.08 1535.38,1438.08 1537.04,1438.08 1538.69,1438.08 1540.34,1438.08 1541.99,1438.08 1543.65,1438.08 1545.3,1438.08 1546.95,1438.08 \n",
" 1548.61,1438.08 1550.26,1438.08 1551.91,1438.08 1553.56,1438.08 1555.22,1438.08 1556.87,1438.08 1558.52,1438.08 1560.17,1438.08 1561.83,1438.08 1563.48,1438.08 \n",
" 1565.13,1438.08 1566.78,1438.08 1568.44,1438.08 1570.09,1438.08 1571.74,1438.08 1573.39,1438.08 1575.05,1438.08 1576.7,1438.08 1578.35,1438.08 1580,1438.08 \n",
" 1581.66,1438.08 1583.31,1438.08 1584.96,1438.08 1586.61,1438.08 1588.27,1438.08 1589.92,1438.08 1591.57,1438.08 1593.23,1438.08 1594.88,1438.08 1596.53,1438.08 \n",
" 1598.18,1438.08 1599.84,1438.08 1601.49,1438.08 1603.14,1438.08 1604.79,1438.08 1606.45,1438.08 1608.1,1438.08 1609.75,1438.08 1611.4,1438.08 1613.06,1438.08 \n",
" 1614.71,1438.08 1616.36,1438.08 1618.01,1438.08 1619.67,1438.08 1621.32,1438.08 1622.97,1438.08 1624.62,1438.08 1626.28,1438.08 1627.93,1438.08 1629.58,1438.08 \n",
" 1631.23,1438.08 1632.89,1438.08 1634.54,1438.08 1636.19,1438.08 1637.85,1438.08 1639.5,1438.08 1641.15,1438.08 1642.8,1438.08 1644.46,1438.08 1646.11,1438.08 \n",
" 1647.76,1438.08 1649.41,1438.08 1651.07,1438.08 1652.72,1438.08 1654.37,1438.08 1656.02,1438.08 1657.68,1438.08 1659.33,1438.08 1660.98,1438.08 1662.63,1438.08 \n",
" 1664.29,1438.08 1665.94,1438.08 1667.59,1438.08 1669.24,1438.08 1670.9,1438.08 1672.55,1438.08 1674.2,1438.08 1675.85,1438.08 1677.51,1438.08 1679.16,1438.08 \n",
" 1680.81,1438.08 1682.47,1438.08 1684.12,1438.08 1685.77,1438.08 1687.42,1438.08 1689.08,1438.08 1690.73,1438.08 1692.38,1438.08 1694.03,1438.08 1695.69,1438.08 \n",
" 1697.34,1438.08 1698.99,1438.08 1700.64,1438.08 1702.3,1438.08 1703.95,1438.08 1705.6,1438.08 1707.25,1438.08 1708.91,1438.08 1710.56,1438.08 1712.21,1438.08 \n",
" 1713.86,1438.08 1715.52,1438.08 1717.17,1438.08 1718.82,1438.08 1720.47,1438.08 1722.13,1438.08 1723.78,1438.08 1725.43,1438.08 1727.09,1438.08 1728.74,1438.08 \n",
" 1730.39,1438.08 1732.04,1438.08 1733.7,1438.08 1735.35,1438.08 1737,1438.08 1738.65,1438.08 1740.31,1438.08 1741.96,1438.08 1743.61,1438.08 1745.26,1438.08 \n",
" 1746.92,1438.08 1748.57,1438.08 1750.22,1438.08 1751.87,1438.08 1753.53,1438.08 1755.18,1438.08 1756.83,1438.08 1758.48,1438.08 1760.14,1438.08 1761.79,1438.08 \n",
" 1763.44,1438.08 1765.09,1438.08 1766.75,1438.08 1768.4,1438.08 1770.05,1438.08 1771.71,1438.08 1773.36,1438.08 1775.01,1438.08 1776.66,1438.08 1778.32,1438.08 \n",
" 1779.97,1438.08 1781.62,1438.08 1783.27,1438.08 1784.93,1438.08 1786.58,1438.08 1788.23,1438.08 1789.88,1438.08 1791.54,1438.08 1793.19,1438.08 1794.84,1438.08 \n",
" 1796.49,1438.08 1798.15,1438.08 1799.8,1438.08 1801.45,1438.08 1803.1,1438.08 1804.76,1438.08 1806.41,1438.08 1808.06,1438.08 1809.71,1438.08 1811.37,1438.08 \n",
" 1813.02,1438.08 1814.67,1438.08 1816.32,1438.08 1817.98,1438.08 1819.63,1438.08 1821.28,1438.08 1822.94,1438.08 1824.59,1438.08 1826.24,1438.08 1827.89,1438.08 \n",
" 1829.55,1438.08 1831.2,1438.08 1832.85,1438.08 1834.5,1438.08 1836.16,1438.08 1837.81,1438.08 1839.46,1438.08 1841.11,1438.08 1842.77,1438.08 1844.42,1438.08 \n",
" 1846.07,1438.08 1847.72,1438.08 1849.38,1438.08 1851.03,1438.08 1852.68,1438.08 1854.33,1438.08 1855.99,1438.08 1857.64,1438.08 1859.29,1438.08 1860.94,1438.08 \n",
" 1862.6,1438.08 1864.25,1438.08 1865.9,1438.08 1867.56,1438.08 1869.21,1438.08 1870.86,1438.08 1872.51,1438.08 1874.17,1438.08 1875.82,1438.08 1877.47,1438.08 \n",
" 1879.12,1438.08 1880.78,1438.08 1882.43,1438.08 1884.08,1438.08 1885.73,1438.08 1887.39,1438.08 1889.04,1438.08 1890.69,1438.08 1892.34,1438.08 1894,1438.08 \n",
" 1895.65,1438.08 1897.3,1438.08 1898.95,1438.08 1900.61,1438.08 1902.26,1438.08 1903.91,1438.08 1905.56,1438.08 1907.22,1438.08 1908.87,1438.08 1910.52,1438.08 \n",
" 1912.18,1438.08 1913.83,1438.08 1915.48,1438.08 1917.13,1438.08 1918.79,1438.08 1920.44,1438.08 1922.09,1438.08 1923.74,1438.08 1925.4,1438.08 1927.05,1438.08 \n",
" 1928.7,1438.08 1930.35,1438.08 1932.01,1438.08 1933.66,1438.08 1935.31,1438.08 1936.96,1438.08 1938.62,1438.08 1940.27,1438.08 1941.92,1438.08 1943.57,1438.08 \n",
" 1945.23,1438.08 1946.88,1438.08 1948.53,1438.08 1950.18,1438.08 1951.84,1438.08 1953.49,1438.08 1955.14,1438.08 1956.8,1438.08 1958.45,1438.08 1960.1,1438.08 \n",
" 1961.75,1438.08 1963.41,1438.08 1965.06,1438.08 1966.71,1438.08 1968.36,1438.08 1970.02,1438.08 1971.67,1438.08 1973.32,1438.08 1974.97,1438.08 1976.63,1438.08 \n",
" 1978.28,1438.08 1979.93,1438.08 1981.58,1438.08 1983.24,1438.08 1984.89,1438.08 1986.54,1438.08 1988.19,1438.08 1989.85,1438.08 1991.5,1438.08 1993.15,1438.08 \n",
" 1994.8,1438.08 1996.46,1438.08 1998.11,1438.08 1999.76,1438.08 2001.42,1438.08 2003.07,1438.08 2004.72,1438.08 2006.37,1438.08 2008.03,1438.08 2009.68,1438.08 \n",
" 2011.33,1438.08 2012.98,1438.08 2014.64,1438.08 2016.29,1438.08 2017.94,1438.08 2019.59,1438.08 2021.25,1438.08 2022.9,1438.08 2024.55,1438.08 2026.2,1438.08 \n",
" 2027.86,1438.08 2029.51,1438.08 2031.16,1438.08 2032.81,1438.08 2034.47,1438.08 2036.12,1438.08 2037.77,1438.08 2039.42,1438.08 2041.08,1438.08 2042.73,1438.08 \n",
" 2044.38,1438.08 2046.04,1438.08 2047.69,1438.08 2049.34,1438.08 2050.99,1438.08 2052.65,1438.08 2054.3,1438.08 2055.95,1438.08 2057.6,1438.08 2059.26,1438.08 \n",
" 2060.91,1438.08 2062.56,1438.08 2064.21,1438.08 2065.87,1438.08 2067.52,1438.08 2069.17,1438.08 2070.82,1438.08 2072.48,1438.08 2074.13,1438.08 2075.78,1438.08 \n",
" 2077.43,1438.08 2079.09,1438.08 2080.74,1438.08 2082.39,1438.08 2084.04,1438.08 2085.7,1438.08 2087.35,1438.08 2089,1438.08 2090.66,1438.08 2092.31,1438.08 \n",
" 2093.96,1438.08 2095.61,1438.08 2097.27,1438.08 2098.92,1438.08 2100.57,1438.08 2102.22,1438.08 2103.88,1438.08 2105.53,1438.08 2107.18,1438.08 2108.83,1438.08 \n",
" 2110.49,1438.08 2112.14,1438.08 2113.79,1438.08 2115.44,1438.08 2117.1,1438.08 2118.75,1438.08 2120.4,1438.08 2122.05,1438.08 2123.71,1438.08 2125.36,1438.08 \n",
" 2127.01,1438.08 2128.66,1438.08 2130.32,1438.08 2131.97,1438.08 2133.62,1438.08 2135.27,1438.08 2136.93,1438.08 2138.58,1438.08 2140.23,1438.08 2141.89,1438.08 \n",
" 2143.54,1438.08 2145.19,1438.08 2146.84,1438.08 2148.5,1438.08 2150.15,1438.08 2151.8,1438.08 2153.45,1438.08 2155.11,1438.08 2156.76,1438.08 2158.41,1438.08 \n",
" 2160.06,1438.08 2161.72,1438.08 2163.37,1438.08 2165.02,1438.08 2166.67,1438.08 2168.33,1438.08 2169.98,1438.08 2171.63,1438.08 2173.28,1438.08 2174.94,1438.08 \n",
" 2176.59,1438.08 2178.24,1438.08 2179.89,1438.08 2181.55,1438.08 2183.2,1438.08 2184.85,1438.08 2186.51,1438.08 2188.16,1438.08 2189.81,1438.08 2191.46,1438.08 \n",
" 2193.12,1438.08 2194.77,1438.08 2196.42,1438.08 2198.07,1438.08 2199.73,1438.08 2201.38,1438.08 2203.03,1438.08 2204.68,1438.08 2206.34,1438.08 2207.99,1438.08 \n",
" 2209.64,1438.08 2211.29,1438.08 2212.95,1438.08 2214.6,1438.08 2216.25,1438.08 2217.9,1438.08 2219.56,1438.08 2221.21,1438.08 2222.86,1438.08 2224.51,1438.08 \n",
" 2226.17,1438.08 2227.82,1438.08 2229.47,1438.08 2231.13,1438.08 2232.78,1438.08 2234.43,1438.08 2236.08,1438.08 2237.74,1438.08 2239.39,1438.08 2241.04,1438.08 \n",
" 2242.69,1438.08 2244.35,1438.08 2246,1438.08 2247.65,1438.08 2249.3,1438.08 2250.96,1438.08 2252.61,1438.08 2254.26,1438.08 2255.91,1438.08 2257.57,1438.08 \n",
" 2259.22,1438.08 2260.87,1438.08 2262.52,1438.08 2264.18,1438.08 2265.83,1438.08 2267.48,1438.08 2269.13,1438.08 2270.79,1438.08 2272.44,1438.08 2274.09,1438.08 \n",
" 2275.75,1438.08 2277.4,1438.08 2279.05,1438.08 2280.7,1438.08 2282.36,1438.08 2284.01,1438.08 2285.66,1438.08 2287.31,1438.08 2288.97,1438.08 2290.62,1438.08 \n",
" 2292.27,1438.08 \n",
" \"/>\n",
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" 292.636,1442.36 294.289,1441.69 295.942,1440.89 297.594,1439.93 299.247,1438.78 300.899,1437.4 302.552,1435.75 304.205,1433.78 305.857,1431.42 307.51,1428.61 \n",
" 309.162,1425.25 310.815,1421.25 312.468,1416.49 314.12,1410.84 315.773,1404.15 317.425,1396.23 319.078,1386.89 320.73,1375.92 322.383,1363.08 324.036,1348.13 \n",
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" 573.577,1444.15 575.229,1444.22 576.882,1444.3 578.535,1444.37 580.187,1444.43 581.84,1444.49 583.492,1444.55 585.145,1444.61 586.798,1444.66 588.45,1444.71 \n",
" 590.103,1444.76 591.755,1444.81 593.408,1444.85 595.061,1444.9 596.713,1444.94 598.366,1444.97 600.018,1445.01 601.671,1445.04 603.323,1445.08 604.976,1445.11 \n",
" 606.629,1445.14 608.281,1445.16 609.934,1445.19 611.586,1445.22 613.239,1445.24 614.892,1445.26 616.544,1445.29 618.197,1445.31 619.849,1445.33 621.502,1445.35 \n",
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" 705.784,1445.69 707.437,1445.69 709.089,1445.69 710.742,1445.69 712.394,1445.69 714.047,1445.69 715.7,1445.69 717.352,1445.7 719.005,1445.7 720.657,1445.7 \n",
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" 920.621,1445.72 922.273,1445.72 923.926,1445.72 925.579,1445.72 927.231,1445.72 928.884,1445.72 930.536,1445.72 932.189,1445.72 933.842,1445.72 935.494,1445.72 \n",
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" 970.199,1445.72 971.851,1445.72 973.504,1445.72 975.156,1445.72 976.809,1445.72 978.462,1445.72 980.114,1445.72 981.767,1445.72 983.419,1445.72 985.072,1445.72 \n",
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" 1003.25,1445.72 1004.9,1445.72 1006.56,1445.72 1008.21,1445.72 1009.86,1445.72 1011.51,1445.72 1013.17,1445.72 1014.82,1445.72 1016.47,1445.72 1018.12,1445.72 \n",
" 1019.78,1445.72 1021.43,1445.72 1023.08,1445.72 1024.73,1445.72 1026.39,1445.72 1028.04,1445.72 1029.69,1445.72 1031.34,1445.72 1033,1445.72 1034.65,1445.72 \n",
" 1036.3,1445.72 1037.95,1445.72 1039.61,1445.72 1041.26,1445.72 1042.91,1445.72 1044.57,1445.72 1046.22,1445.72 1047.87,1445.72 1049.52,1445.72 1051.18,1445.72 \n",
" 1052.83,1445.72 1054.48,1445.72 1056.13,1445.72 1057.79,1445.72 1059.44,1445.72 1061.09,1445.72 1062.74,1445.72 1064.4,1445.72 1066.05,1445.72 1067.7,1445.72 \n",
" 1069.35,1445.72 1071.01,1445.72 1072.66,1445.72 1074.31,1445.72 1075.96,1445.72 1077.62,1445.72 1079.27,1445.72 1080.92,1445.72 1082.57,1445.72 1084.23,1445.72 \n",
" 1085.88,1445.72 1087.53,1445.72 1089.19,1445.72 1090.84,1445.72 1092.49,1445.72 1094.14,1445.72 1095.8,1445.72 1097.45,1445.72 1099.1,1445.72 1100.75,1445.72 \n",
" 1102.41,1445.72 1104.06,1445.72 1105.71,1445.72 1107.36,1445.72 1109.02,1445.72 1110.67,1445.72 1112.32,1445.72 1113.97,1445.72 1115.63,1445.72 1117.28,1445.72 \n",
" 1118.93,1445.72 1120.58,1445.72 1122.24,1445.72 1123.89,1445.72 1125.54,1445.72 1127.19,1445.72 1128.85,1445.72 1130.5,1445.72 1132.15,1445.72 1133.81,1445.72 \n",
" 1135.46,1445.72 1137.11,1445.72 1138.76,1445.72 1140.42,1445.72 1142.07,1445.72 1143.72,1445.72 1145.37,1445.72 1147.03,1445.72 1148.68,1445.72 1150.33,1445.72 \n",
" 1151.98,1445.72 1153.64,1445.72 1155.29,1445.72 1156.94,1445.72 1158.59,1445.72 1160.25,1445.72 1161.9,1445.72 1163.55,1445.72 1165.2,1445.72 1166.86,1445.72 \n",
" 1168.51,1445.72 1170.16,1445.72 1171.81,1445.72 1173.47,1445.72 1175.12,1445.72 1176.77,1445.72 1178.43,1445.72 1180.08,1445.72 1181.73,1445.72 1183.38,1445.72 \n",
" 1185.04,1445.72 1186.69,1445.72 1188.34,1445.72 1189.99,1445.72 1191.65,1445.72 1193.3,1445.72 1194.95,1445.72 1196.6,1445.72 1198.26,1445.72 1199.91,1445.72 \n",
" 1201.56,1445.72 1203.21,1445.72 1204.87,1445.72 1206.52,1445.72 1208.17,1445.72 1209.82,1445.72 1211.48,1445.72 1213.13,1445.72 1214.78,1445.72 1216.43,1445.72 \n",
" 1218.09,1445.72 1219.74,1445.72 1221.39,1445.72 1223.04,1445.72 1224.7,1445.72 1226.35,1445.72 1228,1445.72 1229.66,1445.72 1231.31,1445.72 1232.96,1445.72 \n",
" 1234.61,1445.72 1236.27,1445.72 1237.92,1445.72 1239.57,1445.72 1241.22,1445.72 1242.88,1445.72 1244.53,1445.72 1246.18,1445.72 1247.83,1445.72 1249.49,1445.72 \n",
" 1251.14,1445.72 1252.79,1445.72 1254.44,1445.72 1256.1,1445.72 1257.75,1445.72 1259.4,1445.72 1261.05,1445.72 1262.71,1445.72 1264.36,1445.72 1266.01,1445.72 \n",
" 1267.66,1445.72 1269.32,1445.72 1270.97,1445.72 1272.62,1445.72 1274.28,1445.72 1275.93,1445.72 1277.58,1445.72 1279.23,1445.72 1280.89,1445.72 1282.54,1445.72 \n",
" 1284.19,1445.72 1285.84,1445.72 1287.5,1445.72 1289.15,1445.72 1290.8,1445.72 1292.45,1445.72 1294.11,1445.72 1295.76,1445.72 1297.41,1445.72 1299.06,1445.72 \n",
" 1300.72,1445.72 1302.37,1445.72 1304.02,1445.72 1305.67,1445.72 1307.33,1445.72 1308.98,1445.72 1310.63,1445.72 1312.28,1445.72 1313.94,1445.72 1315.59,1445.72 \n",
" 1317.24,1445.72 1318.9,1445.72 1320.55,1445.72 1322.2,1445.72 1323.85,1445.72 1325.51,1445.72 1327.16,1445.72 1328.81,1445.72 1330.46,1445.72 1332.12,1445.72 \n",
" 1333.77,1445.72 1335.42,1445.72 1337.07,1445.72 1338.73,1445.72 1340.38,1445.72 1342.03,1445.72 1343.68,1445.72 1345.34,1445.72 1346.99,1445.72 1348.64,1445.72 \n",
" 1350.29,1445.72 1351.95,1445.72 1353.6,1445.72 1355.25,1445.72 1356.9,1445.72 1358.56,1445.72 1360.21,1445.72 1361.86,1445.72 1363.52,1445.72 1365.17,1445.72 \n",
" 1366.82,1445.72 1368.47,1445.72 1370.13,1445.72 1371.78,1445.72 1373.43,1445.72 1375.08,1445.72 1376.74,1445.72 1378.39,1445.72 1380.04,1445.72 1381.69,1445.72 \n",
" 1383.35,1445.72 1385,1445.72 1386.65,1445.72 1388.3,1445.72 1389.96,1445.72 1391.61,1445.72 1393.26,1445.72 1394.91,1445.72 1396.57,1445.72 1398.22,1445.72 \n",
" 1399.87,1445.72 1401.52,1445.72 1403.18,1445.72 1404.83,1445.72 1406.48,1445.72 1408.14,1445.72 1409.79,1445.72 1411.44,1445.72 1413.09,1445.72 1414.75,1445.72 \n",
" 1416.4,1445.72 1418.05,1445.72 1419.7,1445.72 1421.36,1445.72 1423.01,1445.72 1424.66,1445.72 1426.31,1445.72 1427.97,1445.72 1429.62,1445.72 1431.27,1445.72 \n",
" 1432.92,1445.72 1434.58,1445.72 1436.23,1445.72 1437.88,1445.72 1439.53,1445.72 1441.19,1445.72 1442.84,1445.72 1444.49,1445.72 1446.14,1445.72 1447.8,1445.72 \n",
" 1449.45,1445.72 1451.1,1445.72 1452.76,1445.72 1454.41,1445.72 1456.06,1445.72 1457.71,1445.72 1459.37,1445.72 1461.02,1445.72 1462.67,1445.72 1464.32,1445.72 \n",
" 1465.98,1445.72 1467.63,1445.72 1469.28,1445.72 1470.93,1445.72 1472.59,1445.72 1474.24,1445.72 1475.89,1445.72 1477.54,1445.72 1479.2,1445.72 1480.85,1445.72 \n",
" 1482.5,1445.72 1484.15,1445.72 1485.81,1445.72 1487.46,1445.72 1489.11,1445.72 1490.76,1445.72 1492.42,1445.72 1494.07,1445.72 1495.72,1445.72 1497.37,1445.72 \n",
" 1499.03,1445.72 1500.68,1445.72 1502.33,1445.72 1503.99,1445.72 1505.64,1445.72 1507.29,1445.72 1508.94,1445.72 1510.6,1445.72 1512.25,1445.72 1513.9,1445.72 \n",
" 1515.55,1445.72 1517.21,1445.72 1518.86,1445.72 1520.51,1445.72 1522.16,1445.72 1523.82,1445.72 1525.47,1445.72 1527.12,1445.72 1528.77,1445.72 1530.43,1445.72 \n",
" 1532.08,1445.72 1533.73,1445.72 1535.38,1445.72 1537.04,1445.72 1538.69,1445.72 1540.34,1445.72 1541.99,1445.72 1543.65,1445.72 1545.3,1445.72 1546.95,1445.72 \n",
" 1548.61,1445.72 1550.26,1445.72 1551.91,1445.72 1553.56,1445.72 1555.22,1445.72 1556.87,1445.72 1558.52,1445.72 1560.17,1445.72 1561.83,1445.72 1563.48,1445.72 \n",
" 1565.13,1445.72 1566.78,1445.72 1568.44,1445.72 1570.09,1445.72 1571.74,1445.72 1573.39,1445.72 1575.05,1445.72 1576.7,1445.72 1578.35,1445.72 1580,1445.72 \n",
" 1581.66,1445.72 1583.31,1445.72 1584.96,1445.72 1586.61,1445.72 1588.27,1445.72 1589.92,1445.72 1591.57,1445.72 1593.23,1445.72 1594.88,1445.72 1596.53,1445.72 \n",
" 1598.18,1445.72 1599.84,1445.72 1601.49,1445.72 1603.14,1445.72 1604.79,1445.72 1606.45,1445.72 1608.1,1445.72 1609.75,1445.72 1611.4,1445.72 1613.06,1445.72 \n",
" 1614.71,1445.72 1616.36,1445.72 1618.01,1445.72 1619.67,1445.72 1621.32,1445.72 1622.97,1445.72 1624.62,1445.72 1626.28,1445.72 1627.93,1445.72 1629.58,1445.72 \n",
" 1631.23,1445.72 1632.89,1445.72 1634.54,1445.72 1636.19,1445.72 1637.85,1445.72 1639.5,1445.72 1641.15,1445.72 1642.8,1445.72 1644.46,1445.72 1646.11,1445.72 \n",
" 1647.76,1445.72 1649.41,1445.72 1651.07,1445.72 1652.72,1445.72 1654.37,1445.72 1656.02,1445.72 1657.68,1445.72 1659.33,1445.72 1660.98,1445.72 1662.63,1445.72 \n",
" 1664.29,1445.72 1665.94,1445.72 1667.59,1445.72 1669.24,1445.72 1670.9,1445.72 1672.55,1445.72 1674.2,1445.72 1675.85,1445.72 1677.51,1445.72 1679.16,1445.72 \n",
" 1680.81,1445.72 1682.47,1445.72 1684.12,1445.72 1685.77,1445.72 1687.42,1445.72 1689.08,1445.72 1690.73,1445.72 1692.38,1445.72 1694.03,1445.72 1695.69,1445.72 \n",
" 1697.34,1445.72 1698.99,1445.72 1700.64,1445.72 1702.3,1445.72 1703.95,1445.72 1705.6,1445.72 1707.25,1445.72 1708.91,1445.72 1710.56,1445.72 1712.21,1445.72 \n",
" 1713.86,1445.72 1715.52,1445.72 1717.17,1445.72 1718.82,1445.72 1720.47,1445.72 1722.13,1445.72 1723.78,1445.72 1725.43,1445.72 1727.09,1445.72 1728.74,1445.72 \n",
" 1730.39,1445.72 1732.04,1445.72 1733.7,1445.72 1735.35,1445.72 1737,1445.72 1738.65,1445.72 1740.31,1445.72 1741.96,1445.72 1743.61,1445.72 1745.26,1445.72 \n",
" 1746.92,1445.72 1748.57,1445.72 1750.22,1445.72 1751.87,1445.72 1753.53,1445.72 1755.18,1445.72 1756.83,1445.72 1758.48,1445.72 1760.14,1445.72 1761.79,1445.72 \n",
" 1763.44,1445.72 1765.09,1445.72 1766.75,1445.72 1768.4,1445.72 1770.05,1445.72 1771.71,1445.72 1773.36,1445.72 1775.01,1445.72 1776.66,1445.72 1778.32,1445.72 \n",
" 1779.97,1445.72 1781.62,1445.72 1783.27,1445.72 1784.93,1445.72 1786.58,1445.72 1788.23,1445.72 1789.88,1445.72 1791.54,1445.72 1793.19,1445.72 1794.84,1445.72 \n",
" 1796.49,1445.72 1798.15,1445.72 1799.8,1445.72 1801.45,1445.72 1803.1,1445.72 1804.76,1445.72 1806.41,1445.72 1808.06,1445.72 1809.71,1445.72 1811.37,1445.72 \n",
" 1813.02,1445.72 1814.67,1445.72 1816.32,1445.72 1817.98,1445.72 1819.63,1445.72 1821.28,1445.72 1822.94,1445.72 1824.59,1445.72 1826.24,1445.72 1827.89,1445.72 \n",
" 1829.55,1445.72 1831.2,1445.72 1832.85,1445.72 1834.5,1445.72 1836.16,1445.72 1837.81,1445.72 1839.46,1445.72 1841.11,1445.72 1842.77,1445.72 1844.42,1445.72 \n",
" 1846.07,1445.72 1847.72,1445.72 1849.38,1445.72 1851.03,1445.72 1852.68,1445.72 1854.33,1445.72 1855.99,1445.72 1857.64,1445.72 1859.29,1445.72 1860.94,1445.72 \n",
" 1862.6,1445.72 1864.25,1445.72 1865.9,1445.72 1867.56,1445.72 1869.21,1445.72 1870.86,1445.72 1872.51,1445.72 1874.17,1445.72 1875.82,1445.72 1877.47,1445.72 \n",
" 1879.12,1445.72 1880.78,1445.72 1882.43,1445.72 1884.08,1445.72 1885.73,1445.72 1887.39,1445.72 1889.04,1445.72 1890.69,1445.72 1892.34,1445.72 1894,1445.72 \n",
" 1895.65,1445.72 1897.3,1445.72 1898.95,1445.72 1900.61,1445.72 1902.26,1445.72 1903.91,1445.72 1905.56,1445.72 1907.22,1445.72 1908.87,1445.72 1910.52,1445.72 \n",
" 1912.18,1445.72 1913.83,1445.72 1915.48,1445.72 1917.13,1445.72 1918.79,1445.72 1920.44,1445.72 1922.09,1445.72 1923.74,1445.72 1925.4,1445.72 1927.05,1445.72 \n",
" 1928.7,1445.72 1930.35,1445.72 1932.01,1445.72 1933.66,1445.72 1935.31,1445.72 1936.96,1445.72 1938.62,1445.72 1940.27,1445.72 1941.92,1445.72 1943.57,1445.72 \n",
" 1945.23,1445.72 1946.88,1445.72 1948.53,1445.72 1950.18,1445.72 1951.84,1445.72 1953.49,1445.72 1955.14,1445.72 1956.8,1445.72 1958.45,1445.72 1960.1,1445.72 \n",
" 1961.75,1445.72 1963.41,1445.72 1965.06,1445.72 1966.71,1445.72 1968.36,1445.72 1970.02,1445.72 1971.67,1445.72 1973.32,1445.72 1974.97,1445.72 1976.63,1445.72 \n",
" 1978.28,1445.72 1979.93,1445.72 1981.58,1445.72 1983.24,1445.72 1984.89,1445.72 1986.54,1445.72 1988.19,1445.72 1989.85,1445.72 1991.5,1445.72 1993.15,1445.72 \n",
" 1994.8,1445.72 1996.46,1445.72 1998.11,1445.72 1999.76,1445.72 2001.42,1445.72 2003.07,1445.72 2004.72,1445.72 2006.37,1445.72 2008.03,1445.72 2009.68,1445.72 \n",
" 2011.33,1445.72 2012.98,1445.72 2014.64,1445.72 2016.29,1445.72 2017.94,1445.72 2019.59,1445.72 2021.25,1445.72 2022.9,1445.72 2024.55,1445.72 2026.2,1445.72 \n",
" 2027.86,1445.72 2029.51,1445.72 2031.16,1445.72 2032.81,1445.72 2034.47,1445.72 2036.12,1445.72 2037.77,1445.72 2039.42,1445.72 2041.08,1445.72 2042.73,1445.72 \n",
" 2044.38,1445.72 2046.04,1445.72 2047.69,1445.72 2049.34,1445.72 2050.99,1445.72 2052.65,1445.72 2054.3,1445.72 2055.95,1445.72 2057.6,1445.72 2059.26,1445.72 \n",
" 2060.91,1445.72 2062.56,1445.72 2064.21,1445.72 2065.87,1445.72 2067.52,1445.72 2069.17,1445.72 2070.82,1445.72 2072.48,1445.72 2074.13,1445.72 2075.78,1445.72 \n",
" 2077.43,1445.72 2079.09,1445.72 2080.74,1445.72 2082.39,1445.72 2084.04,1445.72 2085.7,1445.72 2087.35,1445.72 2089,1445.72 2090.66,1445.72 2092.31,1445.72 \n",
" 2093.96,1445.72 2095.61,1445.72 2097.27,1445.72 2098.92,1445.72 2100.57,1445.72 2102.22,1445.72 2103.88,1445.72 2105.53,1445.72 2107.18,1445.72 2108.83,1445.72 \n",
" 2110.49,1445.72 2112.14,1445.72 2113.79,1445.72 2115.44,1445.72 2117.1,1445.72 2118.75,1445.72 2120.4,1445.72 2122.05,1445.72 2123.71,1445.72 2125.36,1445.72 \n",
" 2127.01,1445.72 2128.66,1445.72 2130.32,1445.72 2131.97,1445.72 2133.62,1445.72 2135.27,1445.72 2136.93,1445.72 2138.58,1445.72 2140.23,1445.72 2141.89,1445.72 \n",
" 2143.54,1445.72 2145.19,1445.72 2146.84,1445.72 2148.5,1445.72 2150.15,1445.72 2151.8,1445.72 2153.45,1445.72 2155.11,1445.72 2156.76,1445.72 2158.41,1445.72 \n",
" 2160.06,1445.72 2161.72,1445.72 2163.37,1445.72 2165.02,1445.72 2166.67,1445.72 2168.33,1445.72 2169.98,1445.72 2171.63,1445.72 2173.28,1445.72 2174.94,1445.72 \n",
" 2176.59,1445.72 2178.24,1445.72 2179.89,1445.72 2181.55,1445.72 2183.2,1445.72 2184.85,1445.72 2186.51,1445.72 2188.16,1445.72 2189.81,1445.72 2191.46,1445.72 \n",
" 2193.12,1445.72 2194.77,1445.72 2196.42,1445.72 2198.07,1445.72 2199.73,1445.72 2201.38,1445.72 2203.03,1445.72 2204.68,1445.72 2206.34,1445.72 2207.99,1445.72 \n",
" 2209.64,1445.72 2211.29,1445.72 2212.95,1445.72 2214.6,1445.72 2216.25,1445.72 2217.9,1445.72 2219.56,1445.72 2221.21,1445.72 2222.86,1445.72 2224.51,1445.72 \n",
" 2226.17,1445.72 2227.82,1445.72 2229.47,1445.72 2231.13,1445.72 2232.78,1445.72 2234.43,1445.72 2236.08,1445.72 2237.74,1445.72 2239.39,1445.72 2241.04,1445.72 \n",
" 2242.69,1445.72 2244.35,1445.72 2246,1445.72 2247.65,1445.72 2249.3,1445.72 2250.96,1445.72 2252.61,1445.72 2254.26,1445.72 2255.91,1445.72 2257.57,1445.72 \n",
" 2259.22,1445.72 2260.87,1445.72 2262.52,1445.72 2264.18,1445.72 2265.83,1445.72 2267.48,1445.72 2269.13,1445.72 2270.79,1445.72 2272.44,1445.72 2274.09,1445.72 \n",
" 2275.75,1445.72 2277.4,1445.72 2279.05,1445.72 2280.7,1445.72 2282.36,1445.72 2284.01,1445.72 2285.66,1445.72 2287.31,1445.72 2288.97,1445.72 2290.62,1445.72 \n",
" 2292.27,1445.72 \n",
" \"/>\n",
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" 276.111,1445.72 277.763,1445.69 279.416,1445.66 281.068,1445.62 282.721,1445.57 284.373,1445.51 286.026,1445.45 287.679,1445.37 289.331,1445.27 290.984,1445.15 \n",
" 292.636,1445.01 294.289,1444.84 295.942,1444.64 297.594,1444.4 299.247,1444.11 300.899,1443.76 302.552,1443.35 304.205,1442.85 305.857,1442.25 307.51,1441.54 \n",
" 309.162,1440.68 310.815,1439.66 312.468,1438.44 314.12,1436.98 315.773,1435.23 317.425,1433.15 319.078,1430.68 320.73,1427.74 322.383,1424.25 324.036,1420.12 \n",
" 325.688,1415.24 327.341,1409.49 328.993,1402.75 330.646,1394.87 332.299,1385.71 333.951,1375.11 335.604,1362.92 337.256,1348.99 338.909,1333.21 340.562,1315.46 \n",
" 342.214,1295.69 343.867,1273.88 345.519,1250.06 347.172,1224.31 348.825,1196.78 350.477,1167.66 352.13,1137.17 353.782,1105.56 355.435,1073.1 357.087,1040.06 \n",
" 358.74,1006.69 360.393,973.245 362.045,939.926 363.698,906.927 365.35,874.408 367.003,842.503 368.656,811.318 370.308,780.938 371.961,751.427 373.613,722.83 \n",
" 375.266,695.178 376.919,668.489 378.571,642.771 380.224,618.024 381.876,594.238 383.529,571.402 385.181,549.496 386.834,528.502 388.487,508.393 390.139,489.146 \n",
" 391.792,470.734 393.444,453.129 395.097,436.303 396.75,420.228 398.402,404.876 400.055,390.218 401.707,376.228 403.36,362.878 405.013,350.143 406.665,337.995 \n",
" 408.318,326.41 409.97,315.365 411.623,304.835 413.276,294.798 414.928,285.231 416.581,276.115 418.233,267.429 419.886,259.153 421.538,251.269 423.191,243.759 \n",
" 424.844,236.605 426.496,229.792 428.149,223.303 429.801,217.124 431.454,211.239 433.107,205.636 434.759,200.301 436.412,195.221 438.064,190.385 439.717,185.78 \n",
" 441.37,181.397 443.022,177.224 444.675,173.252 446.327,169.471 447.98,165.872 449.633,162.446 451.285,159.185 452.938,156.081 454.59,153.127 456.243,150.315 \n",
" 457.895,147.64 459.548,145.093 461.201,142.669 462.853,140.363 464.506,138.167 466.158,136.078 467.811,134.09 469.464,132.198 471.116,130.398 472.769,128.685 \n",
" 474.421,127.054 476.074,125.503 477.727,124.027 479.379,122.622 481.032,121.285 482.684,120.013 484.337,118.803 485.99,117.651 487.642,116.555 489.295,115.512 \n",
" 490.947,114.52 492.6,113.576 494.252,112.678 495.905,111.823 497.558,111.01 499.21,110.236 500.863,109.499 502.515,108.799 504.168,108.132 505.821,107.498 \n",
" 507.473,106.894 509.126,106.32 510.778,105.774 512.431,105.254 514.084,104.759 515.736,104.289 517.389,103.841 519.041,103.415 520.694,103.01 522.347,102.624 \n",
" 523.999,102.257 525.652,101.908 527.304,101.576 528.957,101.26 530.609,100.959 532.262,100.673 533.915,100.401 535.567,100.142 537.22,99.8954 538.872,99.661 \n",
" 540.525,99.438 542.178,99.2258 543.83,99.0239 545.483,98.8318 547.135,98.649 548.788,98.4751 550.441,98.3097 552.093,98.1523 553.746,98.0025 555.398,97.86 \n",
" 557.051,97.7245 558.704,97.5955 560.356,97.4728 562.009,97.3561 563.661,97.245 565.314,97.1393 566.966,97.0388 568.619,96.9431 570.272,96.8521 571.924,96.7655 \n",
" 573.577,96.6831 575.229,96.6047 576.882,96.5301 578.535,96.4592 580.187,96.3917 581.84,96.3275 583.492,96.2664 585.145,96.2082 586.798,96.1529 588.45,96.1003 \n",
" 590.103,96.0502 591.755,96.0026 593.408,95.9573 595.061,95.9142 596.713,95.8732 598.366,95.8341 600.018,95.797 601.671,95.7617 603.323,95.7281 604.976,95.6961 \n",
" 606.629,95.6657 608.281,95.6367 609.934,95.6092 611.586,95.583 613.239,95.558 614.892,95.5343 616.544,95.5118 618.197,95.4903 619.849,95.4699 621.502,95.4504 \n",
" 623.155,95.4319 624.807,95.4144 626.46,95.3976 628.112,95.3817 629.765,95.3666 631.417,95.3521 633.07,95.3384 634.723,95.3254 636.375,95.313 638.028,95.3012 \n",
" 639.68,95.2899 641.333,95.2792 642.986,95.2691 644.638,95.2594 646.291,95.2502 647.943,95.2414 649.596,95.2331 651.249,95.2252 652.901,95.2176 654.554,95.2105 \n",
" 656.206,95.2036 657.859,95.1971 659.512,95.191 661.164,95.1851 662.817,95.1795 664.469,95.1742 666.122,95.1691 667.774,95.1643 669.427,95.1597 671.08,95.1553 \n",
" 672.732,95.1512 674.385,95.1472 676.037,95.1435 677.69,95.1399 679.343,95.1365 680.995,95.1333 682.648,95.1302 684.3,95.1273 685.953,95.1245 687.606,95.1218 \n",
" 689.258,95.1193 690.911,95.1169 692.563,95.1146 694.216,95.1125 695.869,95.1104 697.521,95.1084 699.174,95.1066 700.826,95.1048 702.479,95.1031 704.131,95.1015 \n",
" 705.784,95.1 707.437,95.0985 709.089,95.0971 710.742,95.0958 712.394,95.0945 714.047,95.0933 715.7,95.0922 717.352,95.0911 719.005,95.0901 720.657,95.0891 \n",
" 722.31,95.0882 723.963,95.0873 725.615,95.0865 727.268,95.0857 728.92,95.0849 730.573,95.0842 732.226,95.0835 733.878,95.0828 735.531,95.0822 737.183,95.0816 \n",
" 738.836,95.081 740.488,95.0805 742.141,95.08 743.794,95.0795 745.446,95.079 747.099,95.0786 748.751,95.0782 750.404,95.0778 752.057,95.0774 753.709,95.077 \n",
" 755.362,95.0767 757.014,95.0764 758.667,95.0761 760.32,95.0758 761.972,95.0755 763.625,95.0752 765.277,95.075 766.93,95.0747 768.583,95.0745 770.235,95.0743 \n",
" 771.888,95.0741 773.54,95.0739 775.193,95.0737 776.845,95.0735 778.498,95.0733 780.151,95.0732 781.803,95.073 783.456,95.0729 785.108,95.0727 786.761,95.0726 \n",
" 788.414,95.0725 790.066,95.0723 791.719,95.0722 793.371,95.0721 795.024,95.072 796.677,95.0719 798.329,95.0718 799.982,95.0717 801.634,95.0716 803.287,95.0716 \n",
" 804.94,95.0715 806.592,95.0714 808.245,95.0713 809.897,95.0713 811.55,95.0712 813.202,95.0711 814.855,95.0711 816.508,95.071 818.16,95.071 819.813,95.0709 \n",
" 821.465,95.0709 823.118,95.0708 824.771,95.0708 826.423,95.0708 828.076,95.0707 829.728,95.0707 831.381,95.0706 833.034,95.0706 834.686,95.0706 836.339,95.0706 \n",
" 837.991,95.0705 839.644,95.0705 841.297,95.0705 842.949,95.0704 844.602,95.0704 846.254,95.0704 847.907,95.0704 849.559,95.0704 851.212,95.0703 852.865,95.0703 \n",
" 854.517,95.0703 856.17,95.0703 857.822,95.0703 859.475,95.0703 861.128,95.0702 862.78,95.0702 864.433,95.0702 866.085,95.0702 867.738,95.0702 869.391,95.0702 \n",
" 871.043,95.0702 872.696,95.0702 874.348,95.0702 876.001,95.0701 877.654,95.0701 879.306,95.0701 880.959,95.0701 882.611,95.0701 884.264,95.0701 885.916,95.0701 \n",
" 887.569,95.0701 889.222,95.0701 890.874,95.0701 892.527,95.0701 894.179,95.0701 895.832,95.0701 897.485,95.0701 899.137,95.0701 900.79,95.0701 902.442,95.07 \n",
" 904.095,95.07 905.748,95.07 907.4,95.07 909.053,95.07 910.705,95.07 912.358,95.07 914.01,95.07 915.663,95.07 917.316,95.07 918.968,95.07 \n",
" 920.621,95.07 922.273,95.07 923.926,95.07 925.579,95.07 927.231,95.07 928.884,95.07 930.536,95.07 932.189,95.07 933.842,95.07 935.494,95.07 \n",
" 937.147,95.07 938.799,95.07 940.452,95.07 942.105,95.07 943.757,95.07 945.41,95.07 947.062,95.07 948.715,95.07 950.367,95.07 952.02,95.07 \n",
" 953.673,95.07 955.325,95.07 956.978,95.07 958.63,95.07 960.283,95.07 961.936,95.07 963.588,95.07 965.241,95.07 966.893,95.07 968.546,95.07 \n",
" 970.199,95.07 971.851,95.07 973.504,95.07 975.156,95.07 976.809,95.07 978.462,95.07 980.114,95.07 981.767,95.07 983.419,95.07 985.072,95.07 \n",
" 986.724,95.07 988.377,95.07 990.03,95.07 991.682,95.07 993.335,95.07 994.987,95.07 996.64,95.07 998.293,95.07 999.945,95.07 1001.6,95.07 \n",
" 1003.25,95.07 1004.9,95.07 1006.56,95.07 1008.21,95.07 1009.86,95.07 1011.51,95.07 1013.17,95.07 1014.82,95.07 1016.47,95.07 1018.12,95.07 \n",
" 1019.78,95.07 1021.43,95.07 1023.08,95.07 1024.73,95.07 1026.39,95.07 1028.04,95.07 1029.69,95.07 1031.34,95.07 1033,95.07 1034.65,95.07 \n",
" 1036.3,95.07 1037.95,95.07 1039.61,95.07 1041.26,95.07 1042.91,95.07 1044.57,95.07 1046.22,95.07 1047.87,95.07 1049.52,95.07 1051.18,95.07 \n",
" 1052.83,95.07 1054.48,95.07 1056.13,95.07 1057.79,95.07 1059.44,95.07 1061.09,95.07 1062.74,95.07 1064.4,95.07 1066.05,95.07 1067.7,95.07 \n",
" 1069.35,95.07 1071.01,95.07 1072.66,95.07 1074.31,95.07 1075.96,95.07 1077.62,95.07 1079.27,95.07 1080.92,95.07 1082.57,95.07 1084.23,95.07 \n",
" 1085.88,95.07 1087.53,95.07 1089.19,95.07 1090.84,95.07 1092.49,95.07 1094.14,95.07 1095.8,95.07 1097.45,95.07 1099.1,95.07 1100.75,95.07 \n",
" 1102.41,95.07 1104.06,95.07 1105.71,95.07 1107.36,95.07 1109.02,95.07 1110.67,95.07 1112.32,95.07 1113.97,95.07 1115.63,95.07 1117.28,95.07 \n",
" 1118.93,95.07 1120.58,95.07 1122.24,95.07 1123.89,95.07 1125.54,95.07 1127.19,95.07 1128.85,95.07 1130.5,95.07 1132.15,95.07 1133.81,95.07 \n",
" 1135.46,95.07 1137.11,95.07 1138.76,95.07 1140.42,95.07 1142.07,95.07 1143.72,95.07 1145.37,95.07 1147.03,95.07 1148.68,95.07 1150.33,95.07 \n",
" 1151.98,95.07 1153.64,95.07 1155.29,95.07 1156.94,95.07 1158.59,95.07 1160.25,95.07 1161.9,95.07 1163.55,95.07 1165.2,95.07 1166.86,95.07 \n",
" 1168.51,95.07 1170.16,95.07 1171.81,95.07 1173.47,95.07 1175.12,95.07 1176.77,95.07 1178.43,95.07 1180.08,95.07 1181.73,95.07 1183.38,95.07 \n",
" 1185.04,95.07 1186.69,95.07 1188.34,95.07 1189.99,95.07 1191.65,95.07 1193.3,95.07 1194.95,95.07 1196.6,95.07 1198.26,95.07 1199.91,95.07 \n",
" 1201.56,95.07 1203.21,95.07 1204.87,95.07 1206.52,95.07 1208.17,95.07 1209.82,95.07 1211.48,95.07 1213.13,95.07 1214.78,95.07 1216.43,95.07 \n",
" 1218.09,95.07 1219.74,95.07 1221.39,95.07 1223.04,95.07 1224.7,95.07 1226.35,95.07 1228,95.07 1229.66,95.07 1231.31,95.07 1232.96,95.07 \n",
" 1234.61,95.07 1236.27,95.07 1237.92,95.07 1239.57,95.07 1241.22,95.07 1242.88,95.07 1244.53,95.07 1246.18,95.07 1247.83,95.07 1249.49,95.07 \n",
" 1251.14,95.07 1252.79,95.07 1254.44,95.07 1256.1,95.07 1257.75,95.07 1259.4,95.07 1261.05,95.07 1262.71,95.07 1264.36,95.07 1266.01,95.07 \n",
" 1267.66,95.07 1269.32,95.07 1270.97,95.07 1272.62,95.07 1274.28,95.07 1275.93,95.07 1277.58,95.07 1279.23,95.07 1280.89,95.07 1282.54,95.07 \n",
" 1284.19,95.07 1285.84,95.07 1287.5,95.07 1289.15,95.07 1290.8,95.07 1292.45,95.07 1294.11,95.07 1295.76,95.07 1297.41,95.07 1299.06,95.07 \n",
" 1300.72,95.07 1302.37,95.07 1304.02,95.07 1305.67,95.07 1307.33,95.07 1308.98,95.07 1310.63,95.07 1312.28,95.07 1313.94,95.07 1315.59,95.07 \n",
" 1317.24,95.07 1318.9,95.07 1320.55,95.07 1322.2,95.07 1323.85,95.07 1325.51,95.07 1327.16,95.07 1328.81,95.07 1330.46,95.07 1332.12,95.07 \n",
" 1333.77,95.07 1335.42,95.07 1337.07,95.07 1338.73,95.07 1340.38,95.07 1342.03,95.07 1343.68,95.07 1345.34,95.07 1346.99,95.07 1348.64,95.07 \n",
" 1350.29,95.07 1351.95,95.07 1353.6,95.07 1355.25,95.07 1356.9,95.07 1358.56,95.07 1360.21,95.07 1361.86,95.07 1363.52,95.07 1365.17,95.07 \n",
" 1366.82,95.07 1368.47,95.07 1370.13,95.07 1371.78,95.07 1373.43,95.07 1375.08,95.07 1376.74,95.07 1378.39,95.07 1380.04,95.07 1381.69,95.07 \n",
" 1383.35,95.07 1385,95.07 1386.65,95.07 1388.3,95.07 1389.96,95.07 1391.61,95.07 1393.26,95.07 1394.91,95.07 1396.57,95.07 1398.22,95.07 \n",
" 1399.87,95.07 1401.52,95.07 1403.18,95.07 1404.83,95.07 1406.48,95.07 1408.14,95.07 1409.79,95.07 1411.44,95.07 1413.09,95.07 1414.75,95.07 \n",
" 1416.4,95.07 1418.05,95.07 1419.7,95.07 1421.36,95.07 1423.01,95.07 1424.66,95.07 1426.31,95.07 1427.97,95.07 1429.62,95.07 1431.27,95.07 \n",
" 1432.92,95.07 1434.58,95.07 1436.23,95.07 1437.88,95.07 1439.53,95.07 1441.19,95.07 1442.84,95.07 1444.49,95.07 1446.14,95.07 1447.8,95.07 \n",
" 1449.45,95.07 1451.1,95.07 1452.76,95.07 1454.41,95.07 1456.06,95.07 1457.71,95.07 1459.37,95.07 1461.02,95.07 1462.67,95.07 1464.32,95.07 \n",
" 1465.98,95.07 1467.63,95.07 1469.28,95.07 1470.93,95.07 1472.59,95.07 1474.24,95.07 1475.89,95.07 1477.54,95.07 1479.2,95.07 1480.85,95.07 \n",
" 1482.5,95.07 1484.15,95.07 1485.81,95.07 1487.46,95.07 1489.11,95.07 1490.76,95.07 1492.42,95.07 1494.07,95.07 1495.72,95.07 1497.37,95.07 \n",
" 1499.03,95.07 1500.68,95.07 1502.33,95.07 1503.99,95.07 1505.64,95.07 1507.29,95.07 1508.94,95.07 1510.6,95.07 1512.25,95.07 1513.9,95.07 \n",
" 1515.55,95.07 1517.21,95.07 1518.86,95.07 1520.51,95.07 1522.16,95.07 1523.82,95.07 1525.47,95.07 1527.12,95.07 1528.77,95.07 1530.43,95.07 \n",
" 1532.08,95.07 1533.73,95.07 1535.38,95.07 1537.04,95.07 1538.69,95.07 1540.34,95.07 1541.99,95.07 1543.65,95.07 1545.3,95.07 1546.95,95.07 \n",
" 1548.61,95.07 1550.26,95.07 1551.91,95.07 1553.56,95.07 1555.22,95.07 1556.87,95.07 1558.52,95.07 1560.17,95.07 1561.83,95.07 1563.48,95.07 \n",
" 1565.13,95.07 1566.78,95.07 1568.44,95.07 1570.09,95.07 1571.74,95.07 1573.39,95.07 1575.05,95.07 1576.7,95.07 1578.35,95.07 1580,95.07 \n",
" 1581.66,95.07 1583.31,95.07 1584.96,95.07 1586.61,95.07 1588.27,95.07 1589.92,95.07 1591.57,95.07 1593.23,95.07 1594.88,95.07 1596.53,95.07 \n",
" 1598.18,95.07 1599.84,95.07 1601.49,95.07 1603.14,95.07 1604.79,95.07 1606.45,95.07 1608.1,95.07 1609.75,95.07 1611.4,95.07 1613.06,95.07 \n",
" 1614.71,95.07 1616.36,95.07 1618.01,95.07 1619.67,95.07 1621.32,95.07 1622.97,95.07 1624.62,95.07 1626.28,95.07 1627.93,95.07 1629.58,95.07 \n",
" 1631.23,95.07 1632.89,95.07 1634.54,95.07 1636.19,95.07 1637.85,95.07 1639.5,95.07 1641.15,95.07 1642.8,95.07 1644.46,95.07 1646.11,95.07 \n",
" 1647.76,95.07 1649.41,95.07 1651.07,95.07 1652.72,95.07 1654.37,95.07 1656.02,95.07 1657.68,95.07 1659.33,95.07 1660.98,95.07 1662.63,95.07 \n",
" 1664.29,95.07 1665.94,95.07 1667.59,95.07 1669.24,95.07 1670.9,95.07 1672.55,95.07 1674.2,95.07 1675.85,95.07 1677.51,95.07 1679.16,95.07 \n",
" 1680.81,95.07 1682.47,95.07 1684.12,95.07 1685.77,95.07 1687.42,95.07 1689.08,95.07 1690.73,95.07 1692.38,95.07 1694.03,95.07 1695.69,95.07 \n",
" 1697.34,95.07 1698.99,95.07 1700.64,95.07 1702.3,95.07 1703.95,95.07 1705.6,95.07 1707.25,95.07 1708.91,95.07 1710.56,95.07 1712.21,95.07 \n",
" 1713.86,95.07 1715.52,95.07 1717.17,95.07 1718.82,95.07 1720.47,95.07 1722.13,95.07 1723.78,95.07 1725.43,95.07 1727.09,95.07 1728.74,95.07 \n",
" 1730.39,95.07 1732.04,95.07 1733.7,95.07 1735.35,95.07 1737,95.07 1738.65,95.07 1740.31,95.07 1741.96,95.07 1743.61,95.07 1745.26,95.07 \n",
" 1746.92,95.07 1748.57,95.07 1750.22,95.07 1751.87,95.07 1753.53,95.07 1755.18,95.07 1756.83,95.07 1758.48,95.07 1760.14,95.07 1761.79,95.07 \n",
" 1763.44,95.07 1765.09,95.07 1766.75,95.07 1768.4,95.07 1770.05,95.07 1771.71,95.07 1773.36,95.07 1775.01,95.07 1776.66,95.07 1778.32,95.07 \n",
" 1779.97,95.07 1781.62,95.07 1783.27,95.07 1784.93,95.07 1786.58,95.07 1788.23,95.07 1789.88,95.07 1791.54,95.07 1793.19,95.07 1794.84,95.07 \n",
" 1796.49,95.07 1798.15,95.07 1799.8,95.07 1801.45,95.07 1803.1,95.07 1804.76,95.07 1806.41,95.07 1808.06,95.07 1809.71,95.07 1811.37,95.07 \n",
" 1813.02,95.07 1814.67,95.07 1816.32,95.07 1817.98,95.07 1819.63,95.07 1821.28,95.07 1822.94,95.07 1824.59,95.07 1826.24,95.07 1827.89,95.07 \n",
" 1829.55,95.07 1831.2,95.07 1832.85,95.07 1834.5,95.07 1836.16,95.07 1837.81,95.07 1839.46,95.07 1841.11,95.07 1842.77,95.07 1844.42,95.07 \n",
" 1846.07,95.07 1847.72,95.07 1849.38,95.07 1851.03,95.07 1852.68,95.07 1854.33,95.07 1855.99,95.07 1857.64,95.07 1859.29,95.07 1860.94,95.07 \n",
" 1862.6,95.07 1864.25,95.07 1865.9,95.07 1867.56,95.07 1869.21,95.07 1870.86,95.07 1872.51,95.07 1874.17,95.07 1875.82,95.07 1877.47,95.07 \n",
" 1879.12,95.07 1880.78,95.07 1882.43,95.07 1884.08,95.07 1885.73,95.07 1887.39,95.07 1889.04,95.07 1890.69,95.07 1892.34,95.07 1894,95.07 \n",
" 1895.65,95.07 1897.3,95.07 1898.95,95.07 1900.61,95.07 1902.26,95.07 1903.91,95.07 1905.56,95.07 1907.22,95.07 1908.87,95.07 1910.52,95.07 \n",
" 1912.18,95.07 1913.83,95.07 1915.48,95.07 1917.13,95.07 1918.79,95.07 1920.44,95.07 1922.09,95.07 1923.74,95.07 1925.4,95.07 1927.05,95.07 \n",
" 1928.7,95.07 1930.35,95.07 1932.01,95.07 1933.66,95.07 1935.31,95.07 1936.96,95.07 1938.62,95.07 1940.27,95.07 1941.92,95.07 1943.57,95.07 \n",
" 1945.23,95.07 1946.88,95.07 1948.53,95.07 1950.18,95.07 1951.84,95.07 1953.49,95.07 1955.14,95.07 1956.8,95.07 1958.45,95.07 1960.1,95.07 \n",
" 1961.75,95.07 1963.41,95.07 1965.06,95.07 1966.71,95.07 1968.36,95.07 1970.02,95.07 1971.67,95.07 1973.32,95.07 1974.97,95.07 1976.63,95.07 \n",
" 1978.28,95.07 1979.93,95.07 1981.58,95.07 1983.24,95.07 1984.89,95.07 1986.54,95.07 1988.19,95.07 1989.85,95.07 1991.5,95.07 1993.15,95.07 \n",
" 1994.8,95.07 1996.46,95.07 1998.11,95.07 1999.76,95.07 2001.42,95.07 2003.07,95.07 2004.72,95.07 2006.37,95.07 2008.03,95.07 2009.68,95.07 \n",
" 2011.33,95.07 2012.98,95.07 2014.64,95.07 2016.29,95.07 2017.94,95.07 2019.59,95.07 2021.25,95.07 2022.9,95.07 2024.55,95.07 2026.2,95.07 \n",
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" 2044.38,95.07 2046.04,95.07 2047.69,95.07 2049.34,95.07 2050.99,95.07 2052.65,95.07 2054.3,95.07 2055.95,95.07 2057.6,95.07 2059.26,95.07 \n",
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"source": [
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},
{
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" 1877.11,1379.5 1878.71,1379.5 1880.32,1379.5 1881.92,1379.5 1883.52,1379.5 1885.13,1379.5 1886.73,1379.5 1888.33,1379.5 1889.94,1379.5 1891.54,1379.5 \n",
" 1893.14,1379.5 1894.75,1379.5 1896.35,1379.5 1897.96,1379.5 1899.56,1379.5 1901.16,1379.5 1902.77,1379.5 1904.37,1379.5 1905.97,1379.5 1907.58,1379.5 \n",
" 1909.18,1379.5 1910.79,1379.5 1912.39,1379.5 1913.99,1379.5 1915.6,1379.5 1917.2,1379.5 1918.8,1379.5 1920.41,1379.5 1922.01,1379.5 1923.61,1379.5 \n",
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" 1973.33,1379.5 1974.93,1379.5 1976.54,1379.5 1978.14,1379.5 1979.74,1379.5 1981.35,1379.5 1982.95,1379.5 1984.55,1379.5 1986.16,1379.5 1987.76,1379.5 \n",
" 1989.36,1379.5 1990.97,1379.5 1992.57,1379.5 1994.18,1379.5 1995.78,1379.5 1997.38,1379.5 1998.99,1379.5 2000.59,1379.5 2002.19,1379.5 2003.8,1379.5 \n",
" 2005.4,1379.5 2007.01,1379.5 2008.61,1379.5 2010.21,1379.5 2011.82,1379.5 2013.42,1379.5 2015.02,1379.5 2016.63,1379.5 2018.23,1379.5 2019.83,1379.5 \n",
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" 818.688,1386.39 820.292,1386.39 821.895,1386.39 823.499,1386.39 825.103,1386.39 826.706,1386.39 828.31,1386.39 829.914,1386.39 831.517,1386.39 833.121,1386.39 \n",
" 834.725,1386.39 836.328,1386.39 837.932,1386.39 839.536,1386.39 841.139,1386.39 842.743,1386.39 844.347,1386.39 845.95,1386.39 847.554,1386.39 849.158,1386.39 \n",
" 850.761,1386.39 852.365,1386.39 853.969,1386.39 855.572,1386.39 857.176,1386.39 858.78,1386.39 860.383,1386.39 861.987,1386.39 863.591,1386.39 865.194,1386.39 \n",
" 866.798,1386.39 868.402,1386.39 870.005,1386.39 871.609,1386.39 873.213,1386.4 874.816,1386.4 876.42,1386.4 878.024,1386.4 879.627,1386.4 881.231,1386.4 \n",
" 882.835,1386.4 884.438,1386.4 886.042,1386.4 887.646,1386.4 889.249,1386.4 890.853,1386.4 892.457,1386.4 894.06,1386.4 895.664,1386.4 897.268,1386.4 \n",
" 898.871,1386.4 900.475,1386.4 902.079,1386.4 903.682,1386.4 905.286,1386.4 906.89,1386.4 908.493,1386.4 910.097,1386.4 911.701,1386.4 913.304,1386.4 \n",
" 914.908,1386.4 916.512,1386.4 918.115,1386.4 919.719,1386.4 921.323,1386.4 922.926,1386.4 924.53,1386.4 926.134,1386.4 927.737,1386.4 929.341,1386.4 \n",
" 930.945,1386.4 932.548,1386.4 934.152,1386.4 935.756,1386.4 937.359,1386.4 938.963,1386.4 940.567,1386.4 942.17,1386.4 943.774,1386.4 945.378,1386.4 \n",
" 946.981,1386.4 948.585,1386.4 950.189,1386.4 951.792,1386.4 953.396,1386.4 955,1386.4 956.603,1386.4 958.207,1386.4 959.811,1386.4 961.414,1386.4 \n",
" 963.018,1386.4 964.622,1386.4 966.225,1386.4 967.829,1386.4 969.433,1386.4 971.036,1386.4 972.64,1386.4 974.244,1386.4 975.847,1386.4 977.451,1386.4 \n",
" 979.055,1386.4 980.658,1386.4 982.262,1386.4 983.866,1386.4 985.469,1386.4 987.073,1386.4 988.677,1386.4 990.28,1386.4 991.884,1386.4 993.488,1386.4 \n",
" 995.091,1386.4 996.695,1386.4 998.299,1386.4 999.902,1386.4 1001.51,1386.4 1003.11,1386.4 1004.71,1386.4 1006.32,1386.4 1007.92,1386.4 1009.52,1386.4 \n",
" 1011.13,1386.4 1012.73,1386.4 1014.34,1386.4 1015.94,1386.4 1017.54,1386.4 1019.15,1386.4 1020.75,1386.4 1022.35,1386.4 1023.96,1386.4 1025.56,1386.4 \n",
" 1027.16,1386.4 1028.77,1386.4 1030.37,1386.4 1031.98,1386.4 1033.58,1386.4 1035.18,1386.4 1036.79,1386.4 1038.39,1386.4 1039.99,1386.4 1041.6,1386.4 \n",
" 1043.2,1386.4 1044.81,1386.4 1046.41,1386.4 1048.01,1386.4 1049.62,1386.4 1051.22,1386.4 1052.82,1386.4 1054.43,1386.4 1056.03,1386.4 1057.63,1386.4 \n",
" 1059.24,1386.4 1060.84,1386.4 1062.45,1386.4 1064.05,1386.4 1065.65,1386.4 1067.26,1386.4 1068.86,1386.4 1070.46,1386.4 1072.07,1386.4 1073.67,1386.4 \n",
" 1075.27,1386.4 1076.88,1386.4 1078.48,1386.4 1080.09,1386.4 1081.69,1386.4 1083.29,1386.4 1084.9,1386.4 1086.5,1386.4 1088.1,1386.4 1089.71,1386.4 \n",
" 1091.31,1386.4 1092.92,1386.4 1094.52,1386.4 1096.12,1386.4 1097.73,1386.4 1099.33,1386.4 1100.93,1386.4 1102.54,1386.4 1104.14,1386.4 1105.74,1386.4 \n",
" 1107.35,1386.4 1108.95,1386.4 1110.56,1386.4 1112.16,1386.4 1113.76,1386.4 1115.37,1386.4 1116.97,1386.4 1118.57,1386.4 1120.18,1386.4 1121.78,1386.4 \n",
" 1123.38,1386.4 1124.99,1386.4 1126.59,1386.4 1128.2,1386.4 1129.8,1386.4 1131.4,1386.4 1133.01,1386.4 1134.61,1386.4 1136.21,1386.4 1137.82,1386.4 \n",
" 1139.42,1386.4 1141.03,1386.4 1142.63,1386.4 1144.23,1386.4 1145.84,1386.4 1147.44,1386.4 1149.04,1386.4 1150.65,1386.4 1152.25,1386.4 1153.85,1386.4 \n",
" 1155.46,1386.4 1157.06,1386.4 1158.67,1386.4 1160.27,1386.4 1161.87,1386.4 1163.48,1386.4 1165.08,1386.4 1166.68,1386.4 1168.29,1386.4 1169.89,1386.4 \n",
" 1171.49,1386.4 1173.1,1386.4 1174.7,1386.4 1176.31,1386.4 1177.91,1386.4 1179.51,1386.4 1181.12,1386.4 1182.72,1386.4 1184.32,1386.4 1185.93,1386.4 \n",
" 1187.53,1386.4 1189.14,1386.4 1190.74,1386.4 1192.34,1386.4 1193.95,1386.4 1195.55,1386.4 1197.15,1386.4 1198.76,1386.4 1200.36,1386.4 1201.96,1386.4 \n",
" 1203.57,1386.4 1205.17,1386.4 1206.78,1386.4 1208.38,1386.4 1209.98,1386.4 1211.59,1386.4 1213.19,1386.4 1214.79,1386.4 1216.4,1386.4 1218,1386.4 \n",
" 1219.6,1386.4 1221.21,1386.4 1222.81,1386.4 1224.42,1386.4 1226.02,1386.4 1227.62,1386.4 1229.23,1386.4 1230.83,1386.4 1232.43,1386.4 1234.04,1386.4 \n",
" 1235.64,1386.4 1237.25,1386.4 1238.85,1386.4 1240.45,1386.4 1242.06,1386.4 1243.66,1386.4 1245.26,1386.4 1246.87,1386.4 1248.47,1386.4 1250.07,1386.4 \n",
" 1251.68,1386.4 1253.28,1386.4 1254.89,1386.4 1256.49,1386.4 1258.09,1386.4 1259.7,1386.4 1261.3,1386.4 1262.9,1386.4 1264.51,1386.4 1266.11,1386.4 \n",
" 1267.71,1386.4 1269.32,1386.4 1270.92,1386.4 1272.53,1386.4 1274.13,1386.4 1275.73,1386.4 1277.34,1386.4 1278.94,1386.4 1280.54,1386.4 1282.15,1386.4 \n",
" 1283.75,1386.4 1285.36,1386.4 1286.96,1386.4 1288.56,1386.4 1290.17,1386.4 1291.77,1386.4 1293.37,1386.4 1294.98,1386.4 1296.58,1386.4 1298.18,1386.4 \n",
" 1299.79,1386.4 1301.39,1386.4 1303,1386.4 1304.6,1386.4 1306.2,1386.4 1307.81,1386.4 1309.41,1386.4 1311.01,1386.4 1312.62,1386.4 1314.22,1386.4 \n",
" 1315.82,1386.4 1317.43,1386.4 1319.03,1386.4 1320.64,1386.4 1322.24,1386.4 1323.84,1386.4 1325.45,1386.4 1327.05,1386.4 1328.65,1386.4 1330.26,1386.4 \n",
" 1331.86,1386.4 1333.47,1386.4 1335.07,1386.4 1336.67,1386.4 1338.28,1386.4 1339.88,1386.4 1341.48,1386.4 1343.09,1386.4 1344.69,1386.4 1346.29,1386.4 \n",
" 1347.9,1386.4 1349.5,1386.4 1351.11,1386.4 1352.71,1386.4 1354.31,1386.4 1355.92,1386.4 1357.52,1386.4 1359.12,1386.4 1360.73,1386.4 1362.33,1386.4 \n",
" 1363.93,1386.4 1365.54,1386.4 1367.14,1386.4 1368.75,1386.4 1370.35,1386.4 1371.95,1386.4 1373.56,1386.4 1375.16,1386.4 1376.76,1386.4 1378.37,1386.4 \n",
" 1379.97,1386.4 1381.58,1386.4 1383.18,1386.4 1384.78,1386.4 1386.39,1386.4 1387.99,1386.4 1389.59,1386.4 1391.2,1386.4 1392.8,1386.4 1394.4,1386.4 \n",
" 1396.01,1386.4 1397.61,1386.4 1399.22,1386.4 1400.82,1386.4 1402.42,1386.4 1404.03,1386.4 1405.63,1386.4 1407.23,1386.4 1408.84,1386.4 1410.44,1386.4 \n",
" 1412.04,1386.4 1413.65,1386.4 1415.25,1386.4 1416.86,1386.4 1418.46,1386.4 1420.06,1386.4 1421.67,1386.4 1423.27,1386.4 1424.87,1386.4 1426.48,1386.4 \n",
" 1428.08,1386.4 1429.69,1386.4 1431.29,1386.4 1432.89,1386.4 1434.5,1386.4 1436.1,1386.4 1437.7,1386.4 1439.31,1386.4 1440.91,1386.4 1442.51,1386.4 \n",
" 1444.12,1386.4 1445.72,1386.4 1447.33,1386.4 1448.93,1386.4 1450.53,1386.4 1452.14,1386.4 1453.74,1386.4 1455.34,1386.4 1456.95,1386.4 1458.55,1386.4 \n",
" 1460.15,1386.4 1461.76,1386.4 1463.36,1386.4 1464.97,1386.4 1466.57,1386.4 1468.17,1386.4 1469.78,1386.4 1471.38,1386.4 1472.98,1386.4 1474.59,1386.4 \n",
" 1476.19,1386.4 1477.8,1386.4 1479.4,1386.4 1481,1386.4 1482.61,1386.4 1484.21,1386.4 1485.81,1386.4 1487.42,1386.4 1489.02,1386.4 1490.62,1386.4 \n",
" 1492.23,1386.4 1493.83,1386.4 1495.44,1386.4 1497.04,1386.4 1498.64,1386.4 1500.25,1386.4 1501.85,1386.4 1503.45,1386.4 1505.06,1386.4 1506.66,1386.4 \n",
" 1508.26,1386.4 1509.87,1386.4 1511.47,1386.4 1513.08,1386.4 1514.68,1386.4 1516.28,1386.4 1517.89,1386.4 1519.49,1386.4 1521.09,1386.4 1522.7,1386.4 \n",
" 1524.3,1386.4 1525.91,1386.4 1527.51,1386.4 1529.11,1386.4 1530.72,1386.4 1532.32,1386.4 1533.92,1386.4 1535.53,1386.4 1537.13,1386.4 1538.73,1386.4 \n",
" 1540.34,1386.4 1541.94,1386.4 1543.55,1386.4 1545.15,1386.4 1546.75,1386.4 1548.36,1386.4 1549.96,1386.4 1551.56,1386.4 1553.17,1386.4 1554.77,1386.4 \n",
" 1556.37,1386.4 1557.98,1386.4 1559.58,1386.4 1561.19,1386.4 1562.79,1386.4 1564.39,1386.4 1566,1386.4 1567.6,1386.4 1569.2,1386.4 1570.81,1386.4 \n",
" 1572.41,1386.4 1574.02,1386.4 1575.62,1386.4 1577.22,1386.4 1578.83,1386.4 1580.43,1386.4 1582.03,1386.4 1583.64,1386.4 1585.24,1386.4 1586.84,1386.4 \n",
" 1588.45,1386.4 1590.05,1386.4 1591.66,1386.4 1593.26,1386.4 1594.86,1386.4 1596.47,1386.4 1598.07,1386.4 1599.67,1386.4 1601.28,1386.4 1602.88,1386.4 \n",
" 1604.48,1386.4 1606.09,1386.4 1607.69,1386.4 1609.3,1386.4 1610.9,1386.4 1612.5,1386.4 1614.11,1386.4 1615.71,1386.4 1617.31,1386.4 1618.92,1386.4 \n",
" 1620.52,1386.4 1622.13,1386.4 1623.73,1386.4 1625.33,1386.4 1626.94,1386.4 1628.54,1386.4 1630.14,1386.4 1631.75,1386.4 1633.35,1386.4 1634.95,1386.4 \n",
" 1636.56,1386.4 1638.16,1386.4 1639.77,1386.4 1641.37,1386.4 1642.97,1386.4 1644.58,1386.4 1646.18,1386.4 1647.78,1386.4 1649.39,1386.4 1650.99,1386.4 \n",
" 1652.59,1386.4 1654.2,1386.4 1655.8,1386.4 1657.41,1386.4 1659.01,1386.4 1660.61,1386.4 1662.22,1386.4 1663.82,1386.4 1665.42,1386.4 1667.03,1386.4 \n",
" 1668.63,1386.4 1670.24,1386.4 1671.84,1386.4 1673.44,1386.4 1675.05,1386.4 1676.65,1386.4 1678.25,1386.4 1679.86,1386.4 1681.46,1386.4 1683.06,1386.4 \n",
" 1684.67,1386.4 1686.27,1386.4 1687.88,1386.4 1689.48,1386.4 1691.08,1386.4 1692.69,1386.4 1694.29,1386.4 1695.89,1386.4 1697.5,1386.4 1699.1,1386.4 \n",
" 1700.7,1386.4 1702.31,1386.4 1703.91,1386.4 1705.52,1386.4 1707.12,1386.4 1708.72,1386.4 1710.33,1386.4 1711.93,1386.4 1713.53,1386.4 1715.14,1386.4 \n",
" 1716.74,1386.4 1718.35,1386.4 1719.95,1386.4 1721.55,1386.4 1723.16,1386.4 1724.76,1386.4 1726.36,1386.4 1727.97,1386.4 1729.57,1386.4 1731.17,1386.4 \n",
" 1732.78,1386.4 1734.38,1386.4 1735.99,1386.4 1737.59,1386.4 1739.19,1386.4 1740.8,1386.4 1742.4,1386.4 1744,1386.4 1745.61,1386.4 1747.21,1386.4 \n",
" 1748.81,1386.4 1750.42,1386.4 1752.02,1386.4 1753.63,1386.4 1755.23,1386.4 1756.83,1386.4 1758.44,1386.4 1760.04,1386.4 1761.64,1386.4 1763.25,1386.4 \n",
" 1764.85,1386.4 1766.46,1386.4 1768.06,1386.4 1769.66,1386.4 1771.27,1386.4 1772.87,1386.4 1774.47,1386.4 1776.08,1386.4 1777.68,1386.4 1779.28,1386.4 \n",
" 1780.89,1386.4 1782.49,1386.4 1784.1,1386.4 1785.7,1386.4 1787.3,1386.4 1788.91,1386.4 1790.51,1386.4 1792.11,1386.4 1793.72,1386.4 1795.32,1386.4 \n",
" 1796.92,1386.4 1798.53,1386.4 1800.13,1386.4 1801.74,1386.4 1803.34,1386.4 1804.94,1386.4 1806.55,1386.4 1808.15,1386.4 1809.75,1386.4 1811.36,1386.4 \n",
" 1812.96,1386.4 1814.57,1386.4 1816.17,1386.4 1817.77,1386.4 1819.38,1386.4 1820.98,1386.4 1822.58,1386.4 1824.19,1386.4 1825.79,1386.4 1827.39,1386.4 \n",
" 1829,1386.4 1830.6,1386.4 1832.21,1386.4 1833.81,1386.4 1835.41,1386.4 1837.02,1386.4 1838.62,1386.4 1840.22,1386.4 1841.83,1386.4 1843.43,1386.4 \n",
" 1845.03,1386.4 1846.64,1386.4 1848.24,1386.4 1849.85,1386.4 1851.45,1386.4 1853.05,1386.4 1854.66,1386.4 1856.26,1386.4 1857.86,1386.4 1859.47,1386.4 \n",
" 1861.07,1386.4 1862.68,1386.4 1864.28,1386.4 1865.88,1386.4 1867.49,1386.4 1869.09,1386.4 1870.69,1386.4 1872.3,1386.4 1873.9,1386.4 1875.5,1386.4 \n",
" 1877.11,1386.4 1878.71,1386.4 1880.32,1386.4 1881.92,1386.4 1883.52,1386.4 1885.13,1386.4 1886.73,1386.4 1888.33,1386.4 1889.94,1386.4 1891.54,1386.4 \n",
" 1893.14,1386.4 1894.75,1386.4 1896.35,1386.4 1897.96,1386.4 1899.56,1386.4 1901.16,1386.4 1902.77,1386.4 1904.37,1386.4 1905.97,1386.4 1907.58,1386.4 \n",
" 1909.18,1386.4 1910.79,1386.4 1912.39,1386.4 1913.99,1386.4 1915.6,1386.4 1917.2,1386.4 1918.8,1386.4 1920.41,1386.4 1922.01,1386.4 1923.61,1386.4 \n",
" 1925.22,1386.4 1926.82,1386.4 1928.43,1386.4 1930.03,1386.4 1931.63,1386.4 1933.24,1386.4 1934.84,1386.4 1936.44,1386.4 1938.05,1386.4 1939.65,1386.4 \n",
" 1941.25,1386.4 1942.86,1386.4 1944.46,1386.4 1946.07,1386.4 1947.67,1386.4 1949.27,1386.4 1950.88,1386.4 1952.48,1386.4 1954.08,1386.4 1955.69,1386.4 \n",
" 1957.29,1386.4 1958.9,1386.4 1960.5,1386.4 1962.1,1386.4 1963.71,1386.4 1965.31,1386.4 1966.91,1386.4 1968.52,1386.4 1970.12,1386.4 1971.72,1386.4 \n",
" 1973.33,1386.4 1974.93,1386.4 1976.54,1386.4 1978.14,1386.4 1979.74,1386.4 1981.35,1386.4 1982.95,1386.4 1984.55,1386.4 1986.16,1386.4 1987.76,1386.4 \n",
" 1989.36,1386.4 1990.97,1386.4 1992.57,1386.4 1994.18,1386.4 1995.78,1386.4 1997.38,1386.4 1998.99,1386.4 2000.59,1386.4 2002.19,1386.4 2003.8,1386.4 \n",
" 2005.4,1386.4 2007.01,1386.4 2008.61,1386.4 2010.21,1386.4 2011.82,1386.4 2013.42,1386.4 2015.02,1386.4 2016.63,1386.4 2018.23,1386.4 2019.83,1386.4 \n",
" 2021.44,1386.4 2023.04,1386.4 2024.65,1386.4 2026.25,1386.4 2027.85,1386.4 2029.46,1386.4 2031.06,1386.4 2032.66,1386.4 2034.27,1386.4 2035.87,1386.4 \n",
" 2037.47,1386.4 2039.08,1386.4 2040.68,1386.4 2042.29,1386.4 2043.89,1386.4 2045.49,1386.4 2047.1,1386.4 2048.7,1386.4 2050.3,1386.4 2051.91,1386.4 \n",
" 2053.51,1386.4 2055.12,1386.4 2056.72,1386.4 2058.32,1386.4 2059.93,1386.4 2061.53,1386.4 2063.13,1386.4 2064.74,1386.4 2066.34,1386.4 2067.94,1386.4 \n",
" 2069.55,1386.4 2071.15,1386.4 2072.76,1386.4 2074.36,1386.4 2075.96,1386.4 2077.57,1386.4 2079.17,1386.4 2080.77,1386.4 2082.38,1386.4 2083.98,1386.4 \n",
" 2085.58,1386.4 2087.19,1386.4 2088.79,1386.4 2090.4,1386.4 2092,1386.4 2093.6,1386.4 2095.21,1386.4 2096.81,1386.4 2098.41,1386.4 2100.02,1386.4 \n",
" 2101.62,1386.4 2103.23,1386.4 2104.83,1386.4 2106.43,1386.4 2108.04,1386.4 2109.64,1386.4 2111.24,1386.4 2112.85,1386.4 2114.45,1386.4 2116.05,1386.4 \n",
" 2117.66,1386.4 2119.26,1386.4 2120.87,1386.4 2122.47,1386.4 2124.07,1386.4 2125.68,1386.4 2127.28,1386.4 2128.88,1386.4 2130.49,1386.4 2132.09,1386.4 \n",
" 2133.69,1386.4 2135.3,1386.4 2136.9,1386.4 2138.51,1386.4 2140.11,1386.4 2141.71,1386.4 2143.32,1386.4 2144.92,1386.4 2146.52,1386.4 2148.13,1386.4 \n",
" 2149.73,1386.4 2151.34,1386.4 2152.94,1386.4 2154.54,1386.4 2156.15,1386.4 2157.75,1386.4 2159.35,1386.4 2160.96,1386.4 2162.56,1386.4 2164.16,1386.4 \n",
" 2165.77,1386.4 2167.37,1386.4 2168.98,1386.4 2170.58,1386.4 2172.18,1386.4 2173.79,1386.4 2175.39,1386.4 2176.99,1386.4 2178.6,1386.4 2180.2,1386.4 \n",
" 2181.81,1386.4 2183.41,1386.4 2185.01,1386.4 2186.62,1386.4 2188.22,1386.4 2189.82,1386.4 2191.43,1386.4 2193.03,1386.4 2194.63,1386.4 2196.24,1386.4 \n",
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" 1684.67,166.662 1686.27,166.662 1687.88,166.662 1689.48,166.662 1691.08,166.662 1692.69,166.662 1694.29,166.662 1695.89,166.662 1697.5,166.662 1699.1,166.662 \n",
" 1700.7,166.662 1702.31,166.662 1703.91,166.662 1705.52,166.662 1707.12,166.662 1708.72,166.662 1710.33,166.662 1711.93,166.662 1713.53,166.662 1715.14,166.662 \n",
" 1716.74,166.662 1718.35,166.662 1719.95,166.662 1721.55,166.662 1723.16,166.662 1724.76,166.662 1726.36,166.662 1727.97,166.662 1729.57,166.662 1731.17,166.662 \n",
" 1732.78,166.662 1734.38,166.662 1735.99,166.662 1737.59,166.662 1739.19,166.662 1740.8,166.662 1742.4,166.662 1744,166.662 1745.61,166.662 1747.21,166.662 \n",
" 1748.81,166.662 1750.42,166.662 1752.02,166.662 1753.63,166.662 1755.23,166.662 1756.83,166.662 1758.44,166.662 1760.04,166.662 1761.64,166.662 1763.25,166.662 \n",
" 1764.85,166.662 1766.46,166.662 1768.06,166.662 1769.66,166.662 1771.27,166.662 1772.87,166.662 1774.47,166.662 1776.08,166.662 1777.68,166.662 1779.28,166.662 \n",
" 1780.89,166.662 1782.49,166.662 1784.1,166.662 1785.7,166.662 1787.3,166.662 1788.91,166.662 1790.51,166.662 1792.11,166.662 1793.72,166.662 1795.32,166.662 \n",
" 1796.92,166.662 1798.53,166.662 1800.13,166.662 1801.74,166.662 1803.34,166.662 1804.94,166.662 1806.55,166.662 1808.15,166.662 1809.75,166.662 1811.36,166.662 \n",
" 1812.96,166.662 1814.57,166.662 1816.17,166.662 1817.77,166.662 1819.38,166.662 1820.98,166.662 1822.58,166.662 1824.19,166.662 1825.79,166.662 1827.39,166.662 \n",
" 1829,166.662 1830.6,166.662 1832.21,166.662 1833.81,166.662 1835.41,166.662 1837.02,166.662 1838.62,166.662 1840.22,166.662 1841.83,166.662 1843.43,166.662 \n",
" 1845.03,166.662 1846.64,166.662 1848.24,166.662 1849.85,166.662 1851.45,166.662 1853.05,166.662 1854.66,166.662 1856.26,166.662 1857.86,166.662 1859.47,166.662 \n",
" 1861.07,166.662 1862.68,166.662 1864.28,166.662 1865.88,166.662 1867.49,166.662 1869.09,166.662 1870.69,166.662 1872.3,166.662 1873.9,166.662 1875.5,166.662 \n",
" 1877.11,166.662 1878.71,166.662 1880.32,166.662 1881.92,166.662 1883.52,166.662 1885.13,166.662 1886.73,166.662 1888.33,166.662 1889.94,166.662 1891.54,166.662 \n",
" 1893.14,166.662 1894.75,166.662 1896.35,166.662 1897.96,166.662 1899.56,166.662 1901.16,166.662 1902.77,166.662 1904.37,166.662 1905.97,166.662 1907.58,166.662 \n",
" 1909.18,166.662 1910.79,166.662 1912.39,166.662 1913.99,166.662 1915.6,166.662 1917.2,166.662 1918.8,166.662 1920.41,166.662 1922.01,166.662 1923.61,166.662 \n",
" 1925.22,166.662 1926.82,166.662 1928.43,166.662 1930.03,166.662 1931.63,166.662 1933.24,166.662 1934.84,166.662 1936.44,166.662 1938.05,166.662 1939.65,166.662 \n",
" 1941.25,166.662 1942.86,166.662 1944.46,166.662 1946.07,166.662 1947.67,166.662 1949.27,166.662 1950.88,166.662 1952.48,166.662 1954.08,166.662 1955.69,166.662 \n",
" 1957.29,166.662 1958.9,166.662 1960.5,166.662 1962.1,166.662 1963.71,166.662 1965.31,166.662 1966.91,166.662 1968.52,166.662 1970.12,166.662 1971.72,166.662 \n",
" 1973.33,166.662 1974.93,166.662 1976.54,166.662 1978.14,166.662 1979.74,166.662 1981.35,166.662 1982.95,166.662 1984.55,166.662 1986.16,166.662 1987.76,166.662 \n",
" 1989.36,166.662 1990.97,166.662 1992.57,166.662 1994.18,166.662 1995.78,166.662 1997.38,166.662 1998.99,166.662 2000.59,166.662 2002.19,166.662 2003.8,166.662 \n",
" 2005.4,166.662 2007.01,166.662 2008.61,166.662 2010.21,166.662 2011.82,166.662 2013.42,166.662 2015.02,166.662 2016.63,166.662 2018.23,166.662 2019.83,166.662 \n",
" 2021.44,166.662 2023.04,166.662 2024.65,166.662 2026.25,166.662 2027.85,166.662 2029.46,166.662 2031.06,166.662 2032.66,166.662 2034.27,166.662 2035.87,166.662 \n",
" 2037.47,166.662 2039.08,166.662 2040.68,166.662 2042.29,166.662 2043.89,166.662 2045.49,166.662 2047.1,166.662 2048.7,166.662 2050.3,166.662 2051.91,166.662 \n",
" 2053.51,166.662 2055.12,166.662 2056.72,166.662 2058.32,166.662 2059.93,166.662 2061.53,166.662 2063.13,166.662 2064.74,166.662 2066.34,166.662 2067.94,166.662 \n",
" 2069.55,166.662 2071.15,166.662 2072.76,166.662 2074.36,166.662 2075.96,166.662 2077.57,166.662 2079.17,166.662 2080.77,166.662 2082.38,166.662 2083.98,166.662 \n",
" 2085.58,166.662 2087.19,166.662 2088.79,166.662 2090.4,166.662 2092,166.662 2093.6,166.662 2095.21,166.662 2096.81,166.662 2098.41,166.662 2100.02,166.662 \n",
" 2101.62,166.662 2103.23,166.662 2104.83,166.662 2106.43,166.662 2108.04,166.662 2109.64,166.662 2111.24,166.662 2112.85,166.662 2114.45,166.662 2116.05,166.662 \n",
" 2117.66,166.662 2119.26,166.662 2120.87,166.662 2122.47,166.662 2124.07,166.662 2125.68,166.662 2127.28,166.662 2128.88,166.662 2130.49,166.662 2132.09,166.662 \n",
" 2133.69,166.662 2135.3,166.662 2136.9,166.662 2138.51,166.662 2140.11,166.662 2141.71,166.662 2143.32,166.662 2144.92,166.662 2146.52,166.662 2148.13,166.662 \n",
" 2149.73,166.662 2151.34,166.662 2152.94,166.662 2154.54,166.662 2156.15,166.662 2157.75,166.662 2159.35,166.662 2160.96,166.662 2162.56,166.662 2164.16,166.662 \n",
" 2165.77,166.662 2167.37,166.662 2168.98,166.662 2170.58,166.662 2172.18,166.662 2173.79,166.662 2175.39,166.662 2176.99,166.662 2178.6,166.662 2180.2,166.662 \n",
" 2181.81,166.662 2183.41,166.662 2185.01,166.662 2186.62,166.662 2188.22,166.662 2189.82,166.662 2191.43,166.662 2193.03,166.662 2194.63,166.662 2196.24,166.662 \n",
" 2197.84,166.662 2199.45,166.662 2201.05,166.662 2202.65,166.662 2204.26,166.662 2205.86,166.662 2207.46,166.662 2209.07,166.662 2210.67,166.662 2212.27,166.662 \n",
" 2213.88,166.662 2215.48,166.662 2217.09,166.662 2218.69,166.662 2220.29,166.662 2221.9,166.662 2223.5,166.662 2225.1,166.662 2226.71,166.662 2228.31,166.662 \n",
" 2229.92,166.662 2231.52,166.662 2233.12,166.662 2234.73,166.662 2236.33,166.662 2237.93,166.662 2239.54,166.662 2241.14,166.662 2242.74,166.662 2244.35,166.662 \n",
" 2245.95,166.662 2247.56,166.662 2249.16,166.662 2250.76,166.662 2252.37,166.662 2253.97,166.662 2255.57,166.662 2257.18,166.662 2258.78,166.662 2260.38,166.662 \n",
" 2261.99,166.662 2263.59,166.662 2265.2,166.662 2266.8,166.662 2268.4,166.662 2270.01,166.662 2271.61,166.662 2273.21,166.662 2274.82,166.662 2276.42,166.662 \n",
" 2278.03,166.662 2279.63,166.662 2281.23,166.662 2282.84,166.662 2284.44,166.662 2286.04,166.662 2287.65,166.662 2289.25,166.662 2290.85,166.662 2292.46,166.662 \n",
" 2294.06,166.662 \n",
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},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot(timevec,resultvals,\n",
" title = \"Example of SIR results\",\n",
" xlabel = \"Epidemic day\",\n",
" ylabel = \"Population size\",\n",
" label = [\"Succeptible\" \"Infected\" \"Removed\"]\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# Values for the test run\n",
"λ = 2.3e-8 #0.0005\n",
"γ = 1/20.\n",
"dt = 0.5\n",
"tfinal = 610\n",
"s0 = 22.0e6 #150.0\n",
"i0 = 4.0\n",
"r0 = 0.0\n",
"\n",
"\n",
"nsteps = round(Int64,tfinal/dt)\n",
"resultvals = Array{Float64}(undef,nsteps+1,3)\n",
"timevec = Array{Float64}(undef,nsteps+1)\n",
"resultvals[1,:] = [s0, i0, r0]\n",
"timevec[1] = 0.\n",
"\n",
"\n",
"for step = 1:nsteps\n",
" resultvals[step+1,:] = updateSIR(resultvals[step,:])\n",
" timevec[step+1] = timevec[step] + dt\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"svals = resultvals[:,1];\n",
"ivals = resultvals[:,2];"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
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" 371.122,1033.34 371.105,1042.15 371.09,1050.74 371.076,1059.12 371.062,1067.29 371.05,1075.25 371.038,1083.02 371.028,1090.59 371.018,1097.98 371.008,1105.18 \n",
" 370.999,1112.2 370.991,1119.05 370.984,1125.73 370.976,1132.24 370.97,1138.59 370.963,1144.78 370.957,1150.81 370.952,1156.69 370.946,1162.43 370.941,1168.03 \n",
" 370.937,1173.48 370.932,1178.8 370.928,1183.99 370.924,1189.04 370.92,1193.97 370.917,1198.78 370.913,1203.47 370.91,1208.04 370.907,1212.49 370.904,1216.84 \n",
" 370.901,1221.07 370.899,1225.21 370.896,1229.23 370.894,1233.16 370.891,1236.99 370.889,1240.72 370.887,1244.36 370.885,1247.91 370.883,1251.37 370.881,1254.74 \n",
" 370.88,1258.03 370.878,1261.24 370.876,1264.37 370.875,1267.42 370.873,1270.39 370.872,1273.29 370.871,1276.12 370.869,1278.87 370.868,1281.56 370.867,1284.18 \n",
" 370.866,1286.73 370.865,1289.22 370.864,1291.65 370.863,1294.02 370.862,1296.33 370.861,1298.58 370.86,1300.77 370.859,1302.91 370.858,1305 370.857,1307.03 \n",
" 370.857,1309.02 370.856,1310.95 370.855,1312.84 370.854,1314.68 370.854,1316.47 370.853,1318.22 370.853,1319.92 370.852,1321.58 370.851,1323.2 370.851,1324.78 \n",
" 370.85,1326.32 370.85,1327.82 370.849,1329.28 370.849,1330.71 370.848,1332.1 370.848,1333.46 370.847,1334.78 370.847,1336.07 370.847,1337.33 370.846,1338.56 \n",
" 370.846,1339.75 370.845,1340.92 370.845,1342.06 370.845,1343.16 370.844,1344.24 370.844,1345.3 370.844,1346.32 370.843,1347.33 370.843,1348.3 370.843,1349.25 \n",
" 370.842,1350.18 370.842,1351.09 370.842,1351.97 370.842,1352.83 370.841,1353.67 370.841,1354.49 370.841,1355.29 370.841,1356.06 370.84,1356.82 370.84,1357.56 \n",
" 370.84,1358.28 370.84,1358.98 370.84,1359.67 370.839,1360.34 370.839,1360.99 370.839,1361.62 370.839,1362.24 370.839,1362.85 370.839,1363.43 370.838,1364.01 \n",
" 370.838,1364.57 370.838,1365.11 370.838,1365.65 370.838,1366.16 370.838,1366.67 370.837,1367.16 370.837,1367.64 370.837,1368.11 370.837,1368.57 370.837,1369.01 \n",
" 370.837,1369.45 370.837,1369.87 370.837,1370.29 370.837,1370.69 370.836,1371.08 370.836,1371.46 370.836,1371.84 370.836,1372.2 370.836,1372.56 370.836,1372.9 \n",
" 370.836,1373.24 370.836,1373.57 370.836,1373.89 370.836,1374.2 370.835,1374.51 370.835,1374.8 370.835,1375.09 370.835,1375.37 370.835,1375.65 370.835,1375.92 \n",
" 370.835,1376.18 370.835,1376.44 370.835,1376.68 370.835,1376.93 370.835,1377.16 370.835,1377.4 370.835,1377.62 370.835,1377.84 370.835,1378.05 370.835,1378.26 \n",
" 370.834,1378.46 370.834,1378.66 370.834,1378.86 370.834,1379.04 370.834,1379.23 370.834,1379.41 370.834,1379.58 370.834,1379.75 370.834,1379.92 370.834,1380.08 \n",
" 370.834,1380.24 370.834,1380.39 370.834,1380.54 370.834,1380.69 370.834,1380.83 370.834,1380.97 370.834,1381.11 370.834,1381.24 370.834,1381.37 370.834,1381.49 \n",
" 370.834,1381.62 370.834,1381.73 370.834,1381.85 370.834,1381.96 370.834,1382.08 370.833,1382.18 370.833,1382.29 370.833,1382.39 370.833,1382.49 370.833,1382.59 \n",
" 370.833,1382.68 370.833,1382.78 370.833,1382.87 370.833,1382.96 370.833,1383.04 370.833,1383.13 370.833,1383.21 370.833,1383.29 370.833,1383.36 370.833,1383.44 \n",
" 370.833,1383.51 370.833,1383.59 370.833,1383.66 370.833,1383.72 370.833,1383.79 370.833,1383.86 370.833,1383.92 370.833,1383.98 370.833,1384.04 370.833,1384.1 \n",
" 370.833,1384.16 370.833,1384.21 370.833,1384.27 370.833,1384.32 370.833,1384.37 370.833,1384.42 370.833,1384.47 370.833,1384.52 370.833,1384.57 370.833,1384.61 \n",
" 370.833,1384.66 370.833,1384.7 370.833,1384.74 370.833,1384.79 370.833,1384.83 370.833,1384.87 370.833,1384.9 370.833,1384.94 370.833,1384.98 370.833,1385.01 \n",
" 370.833,1385.05 370.833,1385.08 370.833,1385.11 370.833,1385.15 370.833,1385.18 370.833,1385.21 370.833,1385.24 370.833,1385.27 370.833,1385.29 370.833,1385.32 \n",
" 370.833,1385.35 370.833,1385.37 370.833,1385.4 370.833,1385.43 370.833,1385.45 370.833,1385.47 370.833,1385.5 370.833,1385.52 370.833,1385.54 370.833,1385.56 \n",
" 370.833,1385.58 370.833,1385.6 370.833,1385.62 370.833,1385.64 370.833,1385.66 370.833,1385.68 370.833,1385.7 370.833,1385.71 370.833,1385.73 370.833,1385.75 \n",
" 370.833,1385.76 370.833,1385.78 370.833,1385.8 370.833,1385.81 370.833,1385.83 370.833,1385.84 370.833,1385.85 370.833,1385.87 370.833,1385.88 370.833,1385.89 \n",
" 370.833,1385.91 370.833,1385.92 370.833,1385.93 370.833,1385.94 370.833,1385.95 370.833,1385.96 370.833,1385.97 370.833,1385.99 370.833,1386 370.833,1386.01 \n",
" 370.833,1386.02 370.833,1386.02 370.833,1386.03 370.833,1386.04 370.833,1386.05 370.833,1386.06 370.833,1386.07 370.833,1386.08 370.833,1386.09 370.833,1386.09 \n",
" 370.833,1386.1 370.833,1386.11 370.833,1386.11 370.833,1386.12 370.832,1386.13 370.832,1386.14 370.832,1386.14 370.832,1386.15 370.832,1386.15 370.832,1386.16 \n",
" 370.832,1386.17 370.832,1386.17 370.832,1386.18 370.832,1386.18 370.832,1386.19 370.832,1386.19 370.832,1386.2 370.832,1386.2 370.832,1386.21 370.832,1386.21 \n",
" 370.832,1386.22 370.832,1386.22 370.832,1386.23 370.832,1386.23 370.832,1386.23 370.832,1386.24 370.832,1386.24 370.832,1386.25 370.832,1386.25 370.832,1386.25 \n",
" 370.832,1386.26 370.832,1386.26 370.832,1386.26 370.832,1386.27 370.832,1386.27 370.832,1386.27 370.832,1386.28 370.832,1386.28 370.832,1386.28 370.832,1386.29 \n",
" 370.832,1386.29 370.832,1386.29 370.832,1386.29 370.832,1386.3 370.832,1386.3 370.832,1386.3 370.832,1386.3 370.832,1386.31 370.832,1386.31 370.832,1386.31 \n",
" 370.832,1386.31 370.832,1386.31 370.832,1386.32 370.832,1386.32 370.832,1386.32 370.832,1386.32 370.832,1386.32 370.832,1386.33 370.832,1386.33 370.832,1386.33 \n",
" 370.832,1386.33 370.832,1386.33 370.832,1386.33 370.832,1386.34 370.832,1386.34 370.832,1386.34 370.832,1386.34 370.832,1386.34 370.832,1386.34 370.832,1386.34 \n",
" 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.35 370.832,1386.36 \n",
" 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 370.832,1386.36 \n",
" 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 \n",
" 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.37 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 \n",
" 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 \n",
" 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 370.832,1386.38 \n",
" 370.832,1386.38 370.832,1386.38 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 370.832,1386.39 \n",
" 370.832,1386.39 370.832,1386.39 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
" 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 370.832,1386.4 \n",
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]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot(svals,ivals,\n",
" title = \"First look at I vs S plot\",\n",
" xlabel = \"Succeptible\",\n",
" ylabel = \"Infected\"\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.1"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"1/10"
]
},
{
"cell_type": "code",
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"metadata": {},
"outputs": [],
"source": []
}
],
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