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       "  778.296,123.937 779.279,108.031 780.262,111.664 781.244,114.214 782.227,121.263 783.21,124.608 784.193,121.813 785.176,125.688 786.158,120.377 787.141,120.023 \n",
       "  788.124,115.891 789.107,113.346 790.089,114.678 791.072,113.379 792.055,113.894 793.038,119.036 794.021,117.941 795.003,119.058 795.986,113.626 796.969,121.011 \n",
       "  797.952,120.168 798.934,118.4 799.917,126.14 800.9,135.662 801.883,135.078 802.866,136.471 803.848,146.226 804.831,145.914 805.814,143.83 806.797,145.107 \n",
       "  807.779,152.52 808.762,155.282 809.745,150.476 810.728,166.358 811.711,166.919 812.693,164.324 813.676,156.463 814.659,159.723 815.642,157.59 816.624,171.846 \n",
       "  817.607,177.777 818.59,173.019 819.573,173.226 820.556,183.507 821.538,190.643 822.521,188.238 823.504,181.638 824.487,179.356 825.469,180.167 826.452,171.33 \n",
       "  827.435,171.362 828.418,175.591 829.401,176.208 830.383,172.685 831.366,181.222 832.349,178.594 833.332,178.243 834.314,181.214 835.297,181.605 836.28,189.419 \n",
       "  837.263,196.359 838.246,186.387 839.228,183.671 840.211,175.626 841.194,172.174 842.177,184.213 843.159,187.552 844.142,183.817 845.125,178.821 846.108,173.431 \n",
       "  847.091,173.342 848.073,169.855 849.056,172.186 850.039,180.055 851.022,174.89 852.005,175.369 852.987,176.599 853.97,176.202 854.953,178.875 855.936,181.263 \n",
       "  856.918,188.958 857.901,185.873 858.884,187.735 859.867,191.618 860.85,197.281 861.832,194.413 862.815,202.252 863.798,204.835 864.781,212.878 865.763,206.981 \n",
       "  866.746,209.571 867.729,209.755 868.712,208.356 869.695,205.921 870.677,200.368 871.66,202.395 872.643,205.901 873.626,201.029 874.608,205.934 875.591,208.868 \n",
       "  876.574,216.724 877.557,220.057 878.54,220.165 879.522,227.797 880.505,227.656 881.488,219.066 882.471,221.291 883.453,214.352 884.436,213.034 885.419,206.551 \n",
       "  886.402,204.752 887.385,211.162 888.367,217.627 889.35,213.056 890.333,213.356 891.316,211.287 892.298,207.928 893.281,207.818 894.264,200.607 895.247,195.519 \n",
       "  896.23,200.681 897.212,205.181 898.195,211.3 899.178,209.084 900.161,213.048 901.143,206.886 902.126,203.333 903.109,196.802 904.092,201.302 905.075,195.349 \n",
       "  906.057,199.597 907.04,193.104 908.023,189.824 909.006,194.2 909.989,195.206 910.971,190.521 911.954,188.405 912.937,197.047 913.92,199.014 914.902,202.426 \n",
       "  915.885,195.761 916.868,186.564 917.851,184.918 918.834,187.966 919.816,179.239 920.799,173.922 921.782,162.506 922.765,165.415 923.747,165.036 924.73,164.121 \n",
       "  925.713,167.692 926.696,168.519 927.679,161.114 928.661,173.672 929.644,182.162 930.627,190.078 931.61,192.149 932.592,191.579 933.575,194.258 934.558,199.374 \n",
       "  935.541,197.931 936.524,204.965 937.506,195.58 938.489,200.476 939.472,192.891 940.455,194.012 941.437,196.488 942.42,196.456 943.403,207.081 944.386,218.131 \n",
       "  945.369,218.078 946.351,221.653 947.334,228.865 948.317,229.242 949.3,222.825 950.282,220.449 951.265,219.743 952.248,212.323 953.231,209.593 954.214,206.708 \n",
       "  955.196,212.112 956.179,208.275 957.162,209.335 958.145,206.16 959.127,198.697 960.11,205.948 961.093,213.131 962.076,216.564 963.059,220.297 964.041,217.785 \n",
       "  965.024,229.756 966.007,231.56 966.99,219.903 967.972,219.154 968.955,216.158 969.938,218.666 970.921,224.016 971.904,220.836 972.886,230.498 973.869,234.034 \n",
       "  974.852,241.574 975.835,246.621 976.818,247.506 977.8,254.041 978.783,249.399 979.766,250.67 980.749,244.97 981.731,244.975 982.714,249.872 983.697,246.009 \n",
       "  984.68,250.622 985.663,257.014 986.645,252.48 987.628,256.644 988.611,253.722 989.594,245.696 990.576,250.706 991.559,246.552 992.542,246.608 993.525,254.305 \n",
       "  994.508,259.629 995.49,261.667 996.473,258.482 997.456,274.044 998.439,275.385 999.421,269.993 1000.4,266.494 1001.39,261.836 1002.37,256.821 1003.35,257.002 \n",
       "  1004.34,252.39 1005.32,256.12 1006.3,262.302 1007.28,252.892 1008.27,252.21 1009.25,248.781 1010.23,240.514 1011.21,240.455 1012.2,238.797 1013.18,233.36 \n",
       "  1014.16,233.875 1015.15,237.163 1016.13,246.679 1017.11,249.374 1018.09,242.861 1019.08,239.538 1020.06,240.754 1021.04,239.273 1022.03,241.744 1023.01,237.537 \n",
       "  1023.99,240.784 1024.97,238.995 1025.96,241.307 1026.94,238.706 1027.92,231.464 1028.9,229.592 1029.89,235.133 1030.87,228.353 1031.85,226.414 1032.84,218.994 \n",
       "  1033.82,221.261 1034.8,220.131 1035.78,217.625 1036.77,219.158 1037.75,218.76 1038.73,214.776 1039.72,210.193 1040.7,202.606 1041.68,211.952 1042.66,205.707 \n",
       "  1043.65,201.22 1044.63,196.749 1045.61,201.951 1046.59,199.057 1047.58,205.848 1048.56,208.723 1049.54,213.542 1050.53,212.284 1051.51,214.941 1052.49,210.877 \n",
       "  1053.47,203.667 1054.46,204.116 1055.44,201.066 1056.42,199.595 1057.41,209.633 1058.39,208.982 1059.37,208.514 1060.35,201.015 1061.34,203.631 1062.32,203.008 \n",
       "  1063.3,205.334 1064.28,206.031 1065.27,202.295 1066.25,198.045 1067.23,194.456 1068.22,193.267 1069.2,190.882 1070.18,182.412 1071.16,176.681 1072.15,179.598 \n",
       "  1073.13,172.804 1074.11,178.184 1075.1,187.809 1076.08,189.816 1077.06,185.861 1078.04,186.432 1079.03,188.098 1080.01,182.67 1080.99,178.542 1081.97,192.312 \n",
       "  1082.96,193.222 1083.94,204.586 1084.92,210.233 1085.91,214.136 1086.89,204.324 1087.87,204.583 1088.85,209.261 1089.84,208.011 1090.82,214.034 1091.8,210.396 \n",
       "  1092.79,210.898 1093.77,207.769 1094.75,212.213 1095.73,213.528 1096.72,211.734 1097.7,212.109 1098.68,213.83 1099.66,214.116 1100.65,209.337 1101.63,204.05 \n",
       "  1102.61,197.885 1103.6,197.349 1104.58,182.758 1105.56,186.917 1106.54,181.658 1107.53,174.281 1108.51,181.201 1109.49,189.088 1110.48,197.628 1111.46,200.376 \n",
       "  1112.44,198.463 1113.42,196.461 1114.41,192.771 1115.39,194.344 1116.37,189.989 1117.35,186.673 1118.34,186.813 1119.32,183.696 1120.3,190.51 1121.29,191.043 \n",
       "  1122.27,184.849 1123.25,194.058 1124.23,192.106 1125.22,198.386 1126.2,203.259 1127.18,191.131 1128.17,185.006 1129.15,186.114 1130.13,189.719 1131.11,185.403 \n",
       "  1132.1,194.324 1133.08,199.769 1134.06,193.593 1135.05,198.676 1136.03,197.252 1137.01,194.723 1137.99,195.378 1138.98,195.332 1139.96,196.866 1140.94,190.16 \n",
       "  1141.92,192.027 1142.91,190.654 1143.89,187.198 1144.87,179.328 1145.86,175.692 1146.84,175.093 1147.82,170.355 1148.8,172.757 1149.79,184.676 1150.77,186.774 \n",
       "  1151.75,181.928 1152.74,174.298 1153.72,181.817 1154.7,182.194 1155.68,178.956 1156.67,182.549 1157.65,177.898 1158.63,183.543 1159.61,173.921 1160.6,161.466 \n",
       "  1161.58,155.798 1162.56,159.274 1163.55,167.406 1164.53,168.29 1165.51,160.379 1166.49,159.961 1167.48,165.505 1168.46,170.124 1169.44,168.206 1170.43,163.202 \n",
       "  1171.41,171.659 1172.39,166.353 1173.37,167.007 1174.36,170.666 1175.34,177.619 1176.32,188.306 1177.3,188.682 1178.29,186.836 1179.27,183.576 1180.25,191.777 \n",
       "  1181.24,194.301 1182.22,187.338 1183.2,181.866 1184.18,180.285 1185.17,183.336 1186.15,188.661 1187.13,184.95 1188.12,185.329 1189.1,181.757 1190.08,184.268 \n",
       "  1191.06,187.799 1192.05,188.877 1193.03,177.028 1194.01,174.718 1194.99,175.145 1195.98,171.228 1196.96,168.789 1197.94,170.173 1198.93,166.47 1199.91,169.762 \n",
       "  1200.89,169.953 1201.87,173.489 1202.86,173.624 1203.84,169.581 1204.82,167.015 1205.81,169.757 1206.79,173.487 1207.77,166.435 1208.75,164.193 1209.74,157.625 \n",
       "  1210.72,159.437 1211.7,171.024 1212.68,177.021 1213.67,181.003 1214.65,172.181 1215.63,177.998 1216.62,182.846 1217.6,188.677 1218.58,196.049 1219.56,193.139 \n",
       "  1220.55,200.245 1221.53,204.216 1222.51,204.054 1223.5,198.746 1224.48,205.156 1225.46,215.624 1226.44,225.307 1227.43,228.535 1228.41,230.188 1229.39,235.995 \n",
       "  1230.37,240.094 1231.36,231.081 1232.34,224.647 1233.32,223.733 1234.31,224.675 1235.29,212.613 1236.27,218.207 1237.25,231.141 1238.24,233.303 1239.22,235.705 \n",
       "  1240.2,234.154 1241.19,234.592 1242.17,242.358 1243.15,242.103 1244.13,245.959 1245.12,253.379 1246.1,252.034 1247.08,242.269 1248.06,245.339 1249.05,240.035 \n",
       "  1250.03,239.022 1251.01,242.345 1252,242.779 1252.98,249.149 1253.96,251.765 1254.94,252.002 1255.93,254.529 1256.91,249.768 1257.89,248.412 1258.88,247.857 \n",
       "  1259.86,251.485 1260.84,243.112 1261.82,241.981 1262.81,246.118 1263.79,248.688 1264.77,251.023 1265.75,237.943 1266.74,238.859 1267.72,249.452 1268.7,244.979 \n",
       "  1269.69,243.657 1270.67,235.645 1271.65,237.604 1272.63,236.151 1273.62,240.088 1274.6,238.78 1275.58,236.283 1276.57,235.32 1277.55,222.858 1278.53,226.217 \n",
       "  1279.51,222.311 1280.5,249.878 1281.48,279.246 1282.46,307.893 1283.44,334.753 1284.43,360.211 1285.41,387.185 1286.39,412.345 1287.38,439.535 1288.36,462.259 \n",
       "  1289.34,195.299 1290.32,220.085 1291.31,247.429 1292.29,275.776 1293.27,303.617 1294.26,329.692 1295.24,356.309 1296.22,380.873 1297.2,408.388 1298.19,434.334 \n",
       "  1299.17,192.713 1300.15,224.068 1301.13,252.481 1302.12,279.329 1303.1,307.83 1304.08,335.796 1305.07,363.62 1306.05,388.917 1307.03,414.127 1308.01,439.539 \n",
       "  1309,181.098 1309.98,210.508 1310.96,239.131 1311.95,267.95 1312.93,294.073 1313.91,325.215 1314.89,352.184 1315.88,380.122 1316.86,404.718 1317.84,429.938 \n",
       "  1318.82,211.582 1319.81,243.232 1320.79,272.952 1321.77,302.278 1322.76,331.688 1323.74,358.939 1324.72,386.696 1325.7,411.862 1326.69,437.191 1327.67,460.094 \n",
       "  1328.65,237.536 1329.64,266.171 1330.62,291.953 1331.6,317.606 1332.58,343.359 1333.57,371.845 1334.55,397.77 1335.53,421.347 1336.51,446.936 1337.5,473.071 \n",
       "  1338.48,250.215 1339.46,276.943 1340.45,305.084 1341.43,333.896 1342.41,362.471 1343.39,385.156 1344.38,409.036 1345.36,433.568 1346.34,462.616 1347.33,487.422 \n",
       "  1348.31,273.946 1349.29,299.678 1350.27,329.006 1351.26,355.346 1352.24,384.338 1353.22,407.75 1354.2,433.196 1355.19,461.681 1356.17,486.267 1357.15,512.689 \n",
       "  1358.14,284.329 1359.12,312.908 1360.1,338.752 1361.08,364.481 1362.07,389.657 1363.05,411.347 1364.03,435.521 1365.02,461.409 1366,487.318 1366.98,511.526 \n",
       "  1367.96,280.447 1368.95,306.928 1369.93,332.232 1370.91,358.949 1371.89,384.348 1372.88,409.272 1373.86,435.112 1374.84,459.849 1375.83,484.851 1376.81,509.489 \n",
       "  1377.79,296.239 1378.77,326.113 1379.76,354.523 1380.74,381.713 1381.72,408.04 1382.71,434.65 1383.69,458.173 1384.67,482.179 1385.65,509.093 1386.64,535.494 \n",
       "  1387.62,316.326 1388.6,341.553 1389.58,367.184 1390.57,394.28 1391.55,420.886 1392.53,446.586 1393.52,473.196 1394.5,497.031 1395.48,523.408 1396.46,546.454 \n",
       "  1397.45,320.154 1398.43,347.06 1399.41,373.918 1400.4,398.545 1401.38,424.696 1402.36,451.59 1403.34,474.781 1404.33,500.315 1405.31,526.247 1406.29,550.667 \n",
       "  1407.27,320.059 1408.26,347.838 1409.24,374.26 1410.22,402.093 1411.21,428.656 1412.19,452.312 1413.17,478.285 1414.15,504.698 1415.14,530.943 1416.12,556.406 \n",
       "  1417.1,329.717 1418.09,356.589 1419.07,382.412 1420.05,407.057 1421.03,432.979 1422.02,456.496 1423,481.291 1423.98,507.909 1424.96,532.719 1425.95,559.536 \n",
       "  1426.93,341.749 1427.91,368.896 1428.9,392.988 1429.88,417.509 1430.86,445.106 1431.84,469.101 1432.83,493.33 1433.81,517.54 1434.79,544.105 1435.78,570.422 \n",
       "  1436.76,347.72 1437.74,372.605 1438.72,398.372 1439.71,423.307 1440.69,447.387 1441.67,471.3 1442.65,495.407 1443.64,515.37 1444.62,541.304 1445.6,569.371 \n",
       "  1446.59,342.288 1447.57,369.495 1448.55,397.89 1449.53,423.559 1450.52,449.038 1451.5,476.322 1452.48,501.701 1453.47,525.668 1454.45,549.222 1455.43,571.042 \n",
       "  1456.41,367.891 1457.4,392.581 1458.38,418.639 1459.36,444.991 1460.35,471.375 1461.33,496.49 1462.31,522.095 1463.29,543.979 1464.28,567.533 1465.26,588.309 \n",
       "  1466.24,358.172 1467.22,383.819 1468.21,410.417 1469.19,434.112 1470.17,459.665 1471.16,485.864 1472.14,511.706 1473.12,534.759 1474.1,557.589 1475.09,581.927 \n",
       "  1476.07,375.548 1477.05,403.087 1478.04,427.485 1479.02,452.887 1480,477.303 1480.98,501.242 1481.97,526.68 1482.95,549.66 1483.93,575.535 1484.91,599.067 \n",
       "  1485.9,400.333 1486.88,424.833 1487.86,449.07 1488.85,472.562 1489.83,497.961 1490.81,520.452 1491.79,544.432 1492.78,568.385 1493.76,592.151 1494.74,615.799 \n",
       "  1495.73,399.778 1496.71,426.538 1497.69,453.464 1498.67,479.984 1499.66,505.587 1500.64,528.561 1501.62,553.74 1502.6,580.312 1503.59,605.392 1504.57,629.087 \n",
       "  1505.55,404.247 1506.54,429.156 1507.52,452.88 1508.5,476.992 1509.48,502.691 1510.47,526.092 1511.45,550.822 1512.43,575.046 1513.42,597.436 1514.4,623.499 \n",
       "  1515.38,418.783 1516.36,444.785 1517.35,471.395 1518.33,495.104 1519.31,521.509 1520.29,546.627 1521.28,570.712 1522.26,595.114 1523.24,619.111 1524.23,643.416 \n",
       "  1525.21,435.745 1526.19,459.7 1527.17,484.739 1528.16,511.559 1529.14,536.783 1530.12,562.852 1531.11,587.207 1532.09,614.037 1533.07,637.409 1534.05,658.629 \n",
       "  1535.04,462.26 1536.02,488.723 1537,513.98 1537.98,537.577 1538.97,560.954 1539.95,583.64 1540.93,604.331 1541.92,628.401 1542.9,652.487 1543.88,676.872 \n",
       "  1544.86,472.191 1545.85,497.168 1546.83,522.514 1547.81,548.334 1548.8,573.386 1549.78,596.476 1550.76,618.741 1551.74,644.107 1552.73,667.84 1553.71,691.243 \n",
       "  1554.69,495.147 1555.67,519.911 1556.66,543.155 1557.64,566.218 1558.62,592.445 1559.61,616.989 1560.59,639.816 1561.57,662.389 1562.55,686.11 1563.54,708.362 \n",
       "  1564.52,534.993 1565.5,560.641 1566.49,585.097 1567.47,608.931 1568.45,631.105 1569.43,652.823 1570.42,676.518 1571.4,698.51 1572.38,718.211 1573.36,740.217 \n",
       "  1574.35,534.582 1575.33,558.871 1576.31,581.946 1577.3,604.177 1578.28,627.792 1579.26,651.411 1580.24,675.218 1581.23,697.601 1582.21,720.787 1583.19,744.283 \n",
       "  1584.18,554.321 1585.16,579.377 1586.14,604.115 1587.12,625.973 1588.11,650.466 1589.09,673.329 1590.07,694.233 1591.05,714.374 1592.04,736.472 1593.02,759.62 \n",
       "  1594,551.578 1594.99,578.274 1595.97,601.513 1596.95,628.02 1597.93,650.356 1598.92,670.539 1599.9,691.558 1600.88,714.919 1601.87,733.867 1602.85,755.101 \n",
       "  1603.83,550.092 1604.81,574.716 1605.8,595.363 1606.78,621.364 1607.76,646.361 1608.74,669.455 1609.73,693.568 1610.71,716.34 1611.69,740.312 1612.68,764.947 \n",
       "  1613.66,556.374 1614.64,580.65 1615.62,605.839 1616.61,629.518 1617.59,651.148 1618.57,673.547 1619.56,694.941 1620.54,717.38 1621.52,738.876 1622.5,759.827 \n",
       "  1623.49,582.95 1624.47,607.664 1625.45,629.114 1626.43,653.887 1627.42,677.219 1628.4,699.336 1629.38,723.243 1630.37,747.53 1631.35,769.101 1632.33,789.746 \n",
       "  1633.31,582.076 1634.3,608.352 1635.28,633.569 1636.26,655.54 1637.25,677.315 1638.23,699.996 1639.21,721.054 1640.19,744.164 1641.18,767.11 1642.16,788.372 \n",
       "  1643.14,582.281 1644.12,606.15 1645.11,628.266 1646.09,652.048 1647.07,672.884 1648.06,694.148 1649.04,714.538 1650.02,736.418 1651,759.984 1651.99,781.884 \n",
       "  1652.97,596.007 1653.95,618.943 1654.94,641.813 1655.92,665.47 1656.9,688.72 1657.88,711.522 1658.87,734.219 1659.85,755.246 1660.83,775.659 1661.81,798.41 \n",
       "  1662.8,594.843 1663.78,618.769 1664.76,640.65 1665.75,663.254 1666.73,685.948 1667.71,709.66 1668.69,732.982 1669.68,754.235 1670.66,776.046 1671.64,795.954 \n",
       "  1672.63,599.42 1673.61,623.293 1674.59,645.446 1675.57,668.47 1676.56,691.675 1677.54,711.74 1678.52,735.638 1679.5,757.684 1680.49,779.121 1681.47,801.466 \n",
       "  1682.45,578.606 1683.44,602.381 1684.42,625.598 1685.4,649.048 1686.38,671.592 1687.37,692.129 1688.35,713.057 1689.33,736.044 1690.32,757.607 1691.3,778.255 \n",
       "  1692.28,582.967 1693.26,607.138 1694.25,631.646 1695.23,653.819 1696.21,676.501 1697.19,700.011 1698.18,723.268 1699.16,746.292 1700.14,767.57 1701.13,789.354 \n",
       "  1702.11,598.497 1703.09,621.101 1704.07,643.88 1705.06,664.266 1706.04,685.406 1707.02,708.542 1708.01,732.412 1708.99,755.001 1709.97,774.112 1710.95,795.67 \n",
       "  1711.94,610.115 1712.92,633.791 1713.9,655.249 1714.88,678.73 1715.87,699.974 1716.85,721.302 1717.83,743.568 1718.82,766.283 1719.8,787.71 1720.78,810.165 \n",
       "  1721.76,630.366 1722.75,654.737 1723.73,677.268 1724.71,699.352 1725.7,720.287 1726.68,742.396 1727.66,763.677 1728.64,786.515 1729.63,808.102 1730.61,829.341 \n",
       "  1731.59,657.789 1732.57,680.37 1733.56,701.32 1734.54,722.313 1735.52,744.798 1736.51,766.964 1737.49,788.835 1738.47,810.664 1739.45,832.363 1740.44,852.816 \n",
       "  1741.42,662.321 1742.4,685.452 1743.39,707.176 1744.37,727.794 1745.35,750.237 1746.33,772.369 1747.32,791.175 1748.3,812.362 1749.28,831.954 1750.26,852.513 \n",
       "  1751.25,657.961 1752.23,683.075 1753.21,703.738 1754.2,727.024 1755.18,751.031 1756.16,772.327 1757.14,792.594 1758.13,812.276 1759.11,832.315 1760.09,850.284 \n",
       "  1761.08,661.838 1762.06,685.33 1763.04,708.099 1764.02,730.034 1765.01,751.971 1765.99,772.33 1766.97,793.05 1767.95,815.269 1768.94,836.521 1769.92,859.87 \n",
       "  1770.9,681.951 1771.89,705.605 1772.87,728.215 1773.85,750.685 1774.83,772.623 1775.82,792.888 1776.8,815.11 1777.78,833.795 1778.77,855.583 1779.75,876.463 \n",
       "  1780.73,701.461 1781.71,724.235 1782.7,744.923 1783.68,766.378 1784.66,788.794 1785.65,809.855 1786.63,828.898 1787.61,848.413 1788.59,868.489 1789.58,886.376 \n",
       "  1790.56,718.642 1791.54,742.282 1792.52,763.268 1793.51,785.634 1794.49,807.801 1795.47,828.877 1796.46,851.095 1797.44,869.865 1798.42,889.911 1799.4,911.374 \n",
       "  1800.39,731.459 1801.37,751.988 1802.35,771.467 1803.34,792.834 1804.32,815.389 1805.3,836.315 1806.28,856.4 1807.27,875.514 1808.25,895.443 1809.23,916.548 \n",
       "  1810.21,744.928 1811.2,766.457 1812.18,791.073 1813.16,813.099 1814.15,834.954 1815.13,856.218 1816.11,874.921 1817.09,895.406 1818.08,912.368 1819.06,930.276 \n",
       "  1820.04,748.289 1821.03,770.278 1822.01,792.761 1822.99,812.169 1823.97,833.526 1824.96,854.792 1825.94,874.93 1826.92,894.034 1827.9,915.509 1828.89,934.297 \n",
       "  1829.87,752.333 1830.85,775.574 1831.84,796.071 1832.82,816.726 1833.8,836.867 1834.78,857.626 1835.77,876.317 1836.75,895.224 1837.73,915.894 1838.72,935.665 \n",
       "  1839.7,776.656 1840.68,798.721 1841.66,821.788 1842.65,841.222 1843.63,861.489 1844.61,879.82 1845.59,898.327 1846.58,920.444 1847.56,941.513 1848.54,960.494 \n",
       "  1849.53,793.524 1850.51,815.145 1851.49,834.702 1852.47,854.461 1853.46,874.831 1854.44,894.952 1855.42,913.722 1856.41,933.256 1857.39,953.092 1858.37,973.086 \n",
       "  1859.35,801.967 1860.34,823.534 1861.32,843.748 1862.3,864.238 1863.28,884.116 1864.27,903.883 1865.25,924.133 1866.23,943.025 1867.22,964.592 1868.2,983.852 \n",
       "  1869.18,829.452 1870.16,851.382 1871.15,872.176 1872.13,890.389 1873.11,909.212 1874.1,929.847 1875.08,950.12 1876.06,969.198 1877.04,986.296 1878.03,1005.77 \n",
       "  1879.01,835.198 1879.99,855.464 1880.97,875.961 1881.96,896.511 1882.94,916.155 1883.92,935.68 1884.91,955.527 1885.89,976.354 1886.87,995.843 1887.85,1014.09 \n",
       "  1888.84,847.204 1889.82,869.154 1890.8,889.346 1891.79,908.994 1892.77,926.658 1893.75,945.356 1894.73,962.491 1895.72,980.791 1896.7,999.29 1897.68,1017.41 \n",
       "  1898.66,873.85 1899.65,893.467 1900.63,912.14 1901.61,930.858 1902.6,949.954 1903.58,969.147 1904.56,987.479 1905.54,1005.74 1906.53,1024.92 1907.51,1045.93 \n",
       "  1908.49,889.759 1909.48,910.381 1910.46,929.51 1911.44,949.237 1912.42,966.999 1913.41,984.786 1914.39,1004.13 1915.37,1020.84 1916.35,1040.19 1917.34,1055.66 \n",
       "  1918.32,892.345 1919.3,912.207 1920.29,931.224 1921.27,950.617 1922.25,969.712 1923.23,987.986 1924.22,1007.77 1925.2,1027.16 1926.18,1043.57 1927.17,1061.91 \n",
       "  1928.15,894.697 1929.13,914.724 1930.11,933.323 1931.1,952.38 1932.08,971.969 1933.06,988.892 1934.04,1009.85 1935.03,1027.84 1936.01,1045.6 1936.99,1061.89 \n",
       "  1937.98,923.775 1938.96,941.019 1939.94,961.434 1940.92,979.12 1941.91,998.206 1942.89,1018.04 1943.87,1035.49 1944.86,1053.27 1945.84,1070.77 1946.82,1087.91 \n",
       "  1947.8,921.261 1948.79,939.812 1949.77,959.446 1950.75,977.644 1951.73,996.54 1952.72,1014.16 1953.7,1030.94 1954.68,1048.45 1955.67,1065.84 1956.65,1084.17 \n",
       "  1957.63,930.508 1958.61,949.161 1959.6,968.897 1960.58,988.672 1961.56,1005.64 1962.55,1023.49 1963.53,1042.6 1964.51,1059.98 1965.49,1077.54 1966.48,1096.66 \n",
       "  1967.46,946.03 1968.44,964.386 1969.42,983.925 1970.41,1004.19 1971.39,1023.53 1972.37,1042.78 1973.36,1060.97 1974.34,1076.83 1975.32,1095.62 1976.3,1113.76 \n",
       "  1977.29,956.845 1978.27,975.424 1979.25,995.553 1980.24,1012.41 1981.22,1031.31 1982.2,1050.6 1983.18,1069.63 1984.17,1087 1985.15,1105.11 1986.13,1123.35 \n",
       "  1987.11,961.481 1988.1,978.807 1989.08,997.864 1990.06,1015.1 1991.05,1034.24 1992.03,1052.06 1993.01,1070.24 1993.99,1087.25 1994.98,1104.25 1995.96,1120.95 \n",
       "  1996.94,969.585 1997.93,991.067 1998.91,1010.98 1999.89,1030.51 2000.87,1048.09 2001.86,1065.38 2002.84,1083.83 2003.82,1101.17 2004.8,1119.91 2005.79,1136.75 \n",
       "  2006.77,992.103 2007.75,1009.55 2008.74,1027.73 2009.72,1046.03 2010.7,1063.08 2011.68,1081.38 2012.67,1098.95 2013.65,1117.72 2014.63,1132.49 2015.62,1150.86 \n",
       "  2016.6,1006.18 2017.58,1024.13 2018.56,1043.41 2019.55,1061.6 2020.53,1079.96 2021.51,1097.73 2022.49,1114.79 2023.48,1132.45 2024.46,1149.65 2025.44,1165.08 \n",
       "  2026.43,1016.36 2027.41,1036.89 2028.39,1053.39 2029.37,1071.17 2030.36,1088.81 2031.34,1104.87 2032.32,1121.48 2033.31,1138.76 2034.29,1156 2035.27,1173.6 \n",
       "  2036.25,1030.91 2037.24,1050.08 2038.22,1067.52 2039.2,1086.75 2040.18,1105.89 2041.17,1123.29 2042.15,1140.13 2043.13,1156.68 2044.12,1173.69 2045.1,1190.02 \n",
       "  2046.08,1040.66 2047.06,1058.52 2048.05,1076.66 2049.03,1094.22 2050.01,1112.11 2051,1129.33 2051.98,1146.06 2052.96,1163.02 2053.94,1178.28 2054.93,1194.31 \n",
       "  2055.91,1059.09 2056.89,1075.19 2057.87,1090.83 2058.86,1110.44 2059.84,1127.76 2060.82,1143.81 2061.81,1159.86 2062.79,1175.98 2063.77,1192.62 2064.75,1207.36 \n",
       "  2065.74,1082.93 2066.72,1101.31 2067.7,1118.72 2068.69,1134.76 2069.67,1150.53 2070.65,1168.27 2071.63,1185.25 2072.62,1200.41 2073.6,1216.26 2074.58,1232.7 \n",
       "  2075.56,1085.69 2076.55,1103.68 2077.53,1121.67 2078.51,1138.9 2079.5,1156.25 2080.48,1173.21 2081.46,1190.36 2082.44,1207.2 2083.43,1223.18 2084.41,1239.9 \n",
       "  2085.39,1111.91 2086.38,1129.98 2087.36,1145.73 2088.34,1161.34 2089.32,1179.06 2090.31,1195.93 2091.29,1213.14 2092.27,1229.51 2093.26,1245.7 2094.24,1260.98 \n",
       "  2095.22,1134.18 2096.2,1151.37 2097.19,1167.28 2098.17,1184.15 2099.15,1200.37 2100.13,1217.73 2101.12,1233.18 2102.1,1249.56 2103.08,1264.91 2104.07,1280.46 \n",
       "  2105.05,1151.04 2106.03,1168.72 2107.01,1184.48 2108,1200.11 2108.98,1217.59 2109.96,1234.13 2110.95,1249.41 2111.93,1264.63 2112.91,1279.31 2113.89,1294.8 \n",
       "  2114.88,1171.46 2115.86,1186.51 2116.84,1202.9 2117.82,1218.82 2118.81,1234.06 2119.79,1249.85 2120.77,1265.86 2121.76,1282.17 2122.74,1296.52 2123.72,1311.1 \n",
       "  2124.7,1179.09 2125.69,1195.72 2126.67,1210.84 2127.65,1227.12 2128.64,1242.62 2129.62,1257.76 2130.6,1272.92 2131.58,1288.16 2132.57,1303.14 2133.55,1317.07 \n",
       "  2134.53,1194.38 2135.51,1209.71 2136.5,1224.29 2137.48,1239.71 2138.46,1255.31 2139.45,1270.29 2140.43,1285.94 2141.41,1301.91 2142.39,1315.43 2143.38,1331.51 \n",
       "  2144.36,1196.5 2145.34,1212.07 2146.33,1227.34 2147.31,1242.85 2148.29,1257.73 2149.27,1273.2 2150.26,1288.47 2151.24,1303.62 2152.22,1318.1 2153.2,1333.35 \n",
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       "  2173.84,1221.93 2174.83,1237.98 2175.81,1253.55 2176.79,1267.97 2177.77,1283.1 2178.76,1298.17 2179.74,1312.8 2180.72,1326.21 2181.71,1339.79 2182.69,1353.19 \n",
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       "  2193.5,1232.02 2194.48,1246.63 2195.46,1262.96 2196.45,1277.7 2197.43,1291.76 2198.41,1306.24 2199.4,1321.24 2200.38,1335.25 2201.36,1349.44 2202.34,1364.01 \n",
       "  2203.33,1239.28 2204.31,1255.14 2205.29,1270.67 2206.27,1284.83 2207.26,1298.47 2208.24,1313.84 2209.22,1327.92 2210.21,1341.95 2211.19,1356.95 2212.17,1370.58 \n",
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       "</svg>\n"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "# time (the simulation runs for 2T blocks)\n",
    "T = 1000;\n",
    "# adjSpeed/2\n",
    "S = 0.125;\n",
    "# number of good users\n",
    "user = 10000;\n",
    "# number of bad agents\n",
    "agent = 10;\n",
    "# network capacity\n",
    "M = 100_000;\n",
    "# 10% of transactions are from bad agents\n",
    "userTX = 1.8*M/user;\n",
    "agentTX = 0.2*M/agent;\n",
    "# the initial fee\n",
    "fee = 100;\n",
    "# the equilibrium payments\n",
    "payU = userTX*user*fee/2;\n",
    "payA = agentTX*agent*fee/2;\n",
    "\n",
    "transA = 0;\n",
    "for t in 1:2*T\n",
    "    volU = sum([rand(0:userTX) for i in 1:user]);\n",
    "    if t > T\n",
    "        transA = transA + sum([rand(0:agentTX) for i in 1:agent]);\n",
    "        if t % 10 == 0\n",
    "            volA = copy(transA);\n",
    "            transA = 0;\n",
    "        else\n",
    "            volA = 0;\n",
    "        end\n",
    "    else\n",
    "        volA = sum([rand(0:agentTX) for i in 1:agent]);\n",
    "    end\n",
    "    payU = [payU; volU*fee[end]];\n",
    "    payA = [payA; volA*fee[end]];\n",
    "    fee = [fee; fee[end]*(1+S*((volU + volA)/M - 1))];\n",
    "end\n",
    "\n",
    "plot(fee, label = \"Transaction Fee Pricing\");\n",
    "xlabel!(\"Block\");\n",
    "ylabel!(\"Gas Price\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Payment of Bad Agents: 1.6414604097649074e9\n",
      "Total Payment of Good Users: 1.5119574350551254e10\n"
     ]
    },
    {
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       "  1345.16,1440.48 1345.16,1419.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1805.15,1440.48 1805.15,1419.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2265.14,1440.48 2265.14,1419.58 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  370.905,1401.05 400.16,1401.05 \n",
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       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  370.905,1070.09 400.16,1070.09 \n",
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       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  370.905,739.129 400.16,739.129 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  370.905,408.168 400.16,408.168 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  370.905,77.207 400.16,77.207 \n",
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       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 425.184, 1494.48)\" x=\"425.184\" y=\"1494.48\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 885.173, 1494.48)\" x=\"885.173\" y=\"1494.48\">500</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1345.16, 1494.48)\" x=\"1345.16\" y=\"1494.48\">1000</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1805.15, 1494.48)\" x=\"1805.15\" y=\"1494.48\">1500</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2265.14, 1494.48)\" x=\"2265.14\" y=\"1494.48\">2000</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 346.905, 1418.55)\" x=\"346.905\" y=\"1418.55\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 176.62, 1093.82)\" x=\"176.62\" y=\"1093.82\">2.5×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 325.161, 1066.41)\" x=\"325.161\" y=\"1066.41\">6</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 176.62, 762.857)\" x=\"176.62\" y=\"762.857\">5.0×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 325.161, 735.446)\" x=\"325.161\" y=\"735.446\">6</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 176.62, 431.896)\" x=\"176.62\" y=\"431.896\">7.5×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 325.161, 404.485)\" x=\"325.161\" y=\"404.485\">6</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 176.62, 100.935)\" x=\"176.62\" y=\"100.935\">1.0×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 325.161, 73.5242)\" x=\"325.161\" y=\"73.5242\">7</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(0, 1346.08, 1590.4)\" x=\"1346.08\" y=\"1590.4\">Block</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(-90, 248.505, 743.863)\" x=\"248.505\" y=\"743.863\">Total Payment</text>\n",
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       "  426.104,1268.67 427.024,1299.26 427.944,1250.42 428.864,1277.59 429.784,1267.29 430.704,1260.92 431.624,1292.86 432.544,1263.48 433.464,1269.22 434.384,1303.98 \n",
       "  435.304,1243.5 436.224,1318.68 437.144,1245.84 438.064,1278.48 438.984,1307.93 439.904,1259.22 440.824,1257.57 441.744,1251.11 442.663,1248.12 443.583,1183.3 \n",
       "  444.503,1267.96 445.423,1290.72 446.343,1290.42 447.263,1271.54 448.183,1285.42 449.103,1298.47 450.023,1275.4 450.943,1256.15 451.863,1241.71 452.783,1278.2 \n",
       "  453.703,1293.51 454.623,1303.87 455.543,1282.37 456.463,1261.99 457.383,1236.83 458.303,1330.85 459.223,1218.88 460.143,1298.9 461.063,1243.89 461.983,1305.7 \n",
       "  462.903,1259.57 463.823,1220.29 464.743,1243.93 465.663,1264.75 466.583,1269.13 467.503,1217.6 468.423,1253.13 469.343,1334.61 470.263,1296.42 471.183,1283.04 \n",
       "  472.103,1234.22 473.023,1275.74 473.943,1279.49 474.863,1285.25 475.783,1260.13 476.703,1263.19 477.623,1271.39 478.543,1291.27 479.463,1250.55 480.383,1266.67 \n",
       "  481.303,1264.84 482.223,1284.99 483.143,1265.08 484.063,1224.76 484.983,1243.66 485.902,1296.39 486.822,1245.64 487.742,1309.73 488.662,1302.06 489.582,1304.28 \n",
       "  490.502,1243.39 491.422,1309.03 492.342,1277.93 493.262,1237.86 494.182,1283.94 495.102,1256.98 496.022,1271.79 496.942,1277.49 497.862,1288.19 498.782,1234.34 \n",
       "  499.702,1284.66 500.622,1242.62 501.542,1240.57 502.462,1235.98 503.382,1291.22 504.302,1272.96 505.222,1278.86 506.142,1246.73 507.062,1237.04 507.982,1295.9 \n",
       "  508.902,1285.29 509.822,1272.86 510.742,1295.26 511.662,1285.45 512.582,1286.05 513.502,1280.04 514.422,1297.62 515.342,1248.6 516.262,1274.24 517.182,1319.51 \n",
       "  518.102,1301.3 519.022,1286.77 519.942,1271.72 520.862,1290.93 521.782,1249.41 522.702,1238.83 523.622,1259.92 524.542,1280.83 525.462,1265.1 526.382,1303.21 \n",
       "  527.302,1246.01 528.222,1301.64 529.141,1307.56 530.061,1258.73 530.981,1290.22 531.901,1271.29 532.821,1314.75 533.741,1319.54 534.661,1298.05 535.581,1295.53 \n",
       "  536.501,1271.24 537.421,1269.23 538.341,1257.02 539.261,1266.74 540.181,1320.46 541.101,1308.07 542.021,1266.64 542.941,1290.52 543.861,1267.63 544.781,1255.36 \n",
       "  545.701,1264.8 546.621,1309.48 547.541,1271.5 548.461,1242.62 549.381,1250.02 550.301,1280.24 551.221,1277.44 552.141,1261.59 553.061,1267.38 553.981,1297.2 \n",
       "  554.901,1225.67 555.821,1328.49 556.741,1262.01 557.661,1269.97 558.581,1288.37 559.501,1305.86 560.421,1220.9 561.341,1310.97 562.261,1281.24 563.181,1264.78 \n",
       "  564.101,1283.79 565.021,1318.94 565.941,1271.21 566.861,1299.77 567.781,1263.02 568.701,1259.51 569.621,1296.41 570.541,1266.52 571.461,1319.9 572.38,1261.11 \n",
       "  573.3,1281.49 574.22,1292.44 575.14,1304.48 576.06,1282.15 576.98,1306.65 577.9,1262.35 578.82,1309.97 579.74,1312.17 580.66,1292.98 581.58,1251.77 \n",
       "  582.5,1275.93 583.42,1258.68 584.34,1283.22 585.26,1252.19 586.18,1314.18 587.1,1274.43 588.02,1261.69 588.94,1297.39 589.86,1278.73 590.78,1265.45 \n",
       "  591.7,1305.63 592.62,1242.2 593.54,1282.08 594.46,1260.75 595.38,1274.22 596.3,1256.64 597.22,1301.49 598.14,1279.89 599.06,1270.3 599.98,1268.09 \n",
       "  600.9,1290.08 601.82,1268.44 602.74,1299.61 603.66,1310.33 604.58,1254.65 605.5,1283.1 606.42,1274.56 607.34,1280.14 608.26,1244.32 609.18,1287.55 \n",
       "  610.1,1268.24 611.02,1284.9 611.94,1327.5 612.86,1301.03 613.78,1277.09 614.699,1247.2 615.619,1255.96 616.539,1220.63 617.459,1243.12 618.379,1258.21 \n",
       "  619.299,1302.34 620.219,1274.92 621.139,1315.13 622.059,1264.64 622.979,1273.09 623.899,1325.59 624.819,1316.71 625.739,1255.97 626.659,1259.06 627.579,1303.78 \n",
       "  628.499,1262.27 629.419,1300.76 630.339,1289.51 631.259,1286.54 632.179,1306.62 633.099,1261.58 634.019,1274.22 634.939,1242.68 635.859,1272.57 636.779,1289.67 \n",
       "  637.699,1287.27 638.619,1297.32 639.539,1263.73 640.459,1259.34 641.379,1252.78 642.299,1261.87 643.219,1288.77 644.139,1315.06 645.059,1256.82 645.979,1256.78 \n",
       "  646.899,1255.37 647.819,1287.47 648.739,1263.31 649.659,1294.02 650.579,1288.66 651.499,1262.85 652.419,1268.3 653.339,1288.75 654.259,1287.54 655.179,1277.84 \n",
       "  656.099,1300.74 657.019,1276.37 657.938,1298.59 658.858,1267.97 659.778,1253.5 660.698,1252.28 661.618,1290.47 662.538,1337.05 663.458,1278.97 664.378,1260.44 \n",
       "  665.298,1283.48 666.218,1300.92 667.138,1251.27 668.058,1274.91 668.978,1264.95 669.898,1248.1 670.818,1291.63 671.738,1248.97 672.658,1266.86 673.578,1287.89 \n",
       "  674.498,1264.83 675.418,1260.84 676.338,1265.33 677.258,1302.71 678.178,1273.43 679.098,1297.92 680.018,1279.32 680.938,1277.88 681.858,1289.02 682.778,1306.48 \n",
       "  683.698,1281.99 684.618,1275.53 685.538,1286.13 686.458,1320.05 687.378,1273.74 688.298,1286.46 689.218,1215.18 690.138,1257.5 691.058,1284.38 691.978,1277.49 \n",
       "  692.898,1236.82 693.818,1258.18 694.738,1307.84 695.658,1305.52 696.578,1262.75 697.498,1253.14 698.418,1256.51 699.338,1274.4 700.258,1222.74 701.177,1270.57 \n",
       "  702.097,1267.54 703.017,1240.27 703.937,1300.52 704.857,1214.43 705.777,1265.26 706.697,1274.86 707.617,1233.45 708.537,1271.27 709.457,1264.79 710.377,1281.07 \n",
       "  711.297,1273.84 712.217,1289.35 713.137,1287.55 714.057,1266.23 714.977,1248.63 715.897,1251.13 716.817,1270.36 717.737,1236.34 718.657,1234.98 719.577,1273.15 \n",
       "  720.497,1271.19 721.417,1269.62 722.337,1259.08 723.257,1272.47 724.177,1291.66 725.097,1240.91 726.017,1299.42 726.937,1263.93 727.857,1275.82 728.777,1267.16 \n",
       "  729.697,1256.59 730.617,1289.77 731.537,1280.3 732.457,1264.49 733.377,1248.37 734.297,1226.82 735.217,1250.19 736.137,1274.41 737.057,1306.66 737.977,1214.24 \n",
       "  738.897,1258.63 739.817,1285.46 740.737,1293.9 741.657,1246.22 742.577,1313.8 743.497,1331.89 744.416,1286.58 745.336,1265.11 746.256,1284.83 747.176,1290.6 \n",
       "  748.096,1279.35 749.016,1284.91 749.936,1269.08 750.856,1273.05 751.776,1260.65 752.696,1252 753.616,1230.89 754.536,1324.9 755.456,1261.71 756.376,1293.5 \n",
       "  757.296,1271.79 758.216,1249.89 759.136,1296.61 760.056,1264.55 760.976,1263.85 761.896,1275.41 762.816,1231.59 763.736,1222.02 764.656,1264.43 765.576,1236.41 \n",
       "  766.496,1291.69 767.416,1304.56 768.336,1248.8 769.256,1244.28 770.176,1296.26 771.096,1271.29 772.016,1238.42 772.936,1233.74 773.856,1265.86 774.776,1280.67 \n",
       "  775.696,1296.69 776.616,1258.4 777.536,1281.43 778.456,1276.37 779.376,1320.49 780.296,1271.05 781.216,1218.36 782.136,1238.94 783.056,1283.03 783.976,1256.21 \n",
       "  784.896,1254.15 785.816,1254.07 786.735,1266.67 787.655,1321.49 788.575,1227.56 789.495,1233.46 790.415,1256.37 791.335,1272.01 792.255,1262.05 793.175,1251.71 \n",
       "  794.095,1255.25 795.015,1264.08 795.935,1255.01 796.855,1278.68 797.775,1267.52 798.695,1228.75 799.615,1293.17 800.535,1251.45 801.455,1305.46 802.375,1272.4 \n",
       "  803.295,1220.65 804.215,1219.91 805.135,1286.3 806.055,1301.25 806.975,1256.13 807.895,1287.45 808.815,1255.33 809.735,1252.63 810.655,1255.12 811.575,1222.15 \n",
       "  812.495,1294.23 813.415,1248.39 814.335,1279.87 815.255,1298.64 816.175,1250.28 817.095,1265.99 818.015,1291.79 818.935,1257.13 819.855,1259 820.775,1285.37 \n",
       "  821.695,1268.25 822.615,1255.29 823.535,1281.34 824.455,1276.82 825.375,1260.24 826.295,1250.25 827.215,1251.05 828.135,1262.82 829.055,1267.86 829.974,1262.21 \n",
       "  830.894,1267.32 831.814,1279.84 832.734,1232.19 833.654,1235.04 834.574,1261.32 835.494,1272.1 836.414,1254.08 837.334,1288.08 838.254,1258.81 839.174,1320.46 \n",
       "  840.094,1239.24 841.014,1252.48 841.934,1283.56 842.854,1250.74 843.774,1291 844.694,1266.19 845.614,1275.41 846.534,1276.32 847.454,1288.73 848.374,1269.99 \n",
       "  849.294,1222.14 850.214,1295.09 851.134,1301.97 852.054,1264.1 852.974,1248.67 853.894,1256.57 854.814,1249.2 855.734,1254.55 856.654,1272.11 857.574,1272.74 \n",
       "  858.494,1315.8 859.414,1253.71 860.334,1239.57 861.254,1244.1 862.174,1283.25 863.094,1295.11 864.014,1250.17 864.934,1281.02 865.854,1247.2 866.774,1268.45 \n",
       "  867.694,1255.01 868.614,1275.41 869.534,1247.07 870.454,1256.25 871.374,1318.38 872.294,1285.98 873.213,1335.46 874.133,1257.26 875.053,1274.32 875.973,1264.91 \n",
       "  876.893,1314.33 877.813,1200.42 878.733,1276.95 879.653,1279.05 880.573,1298.47 881.493,1277.38 882.413,1254.32 883.333,1284.31 884.253,1237.68 885.173,1258.94 \n",
       "  886.093,1255.95 887.013,1257.4 887.933,1274.84 888.853,1250.13 889.773,1275.31 890.693,1277.16 891.613,1274.96 892.533,1280.1 893.453,1240.08 894.373,1315.47 \n",
       "  895.293,1270.44 896.213,1266.47 897.133,1304.57 898.053,1318.03 898.973,1269.45 899.893,1273.05 900.813,1300.58 901.733,1266.22 902.653,1264.52 903.573,1288.62 \n",
       "  904.493,1290.68 905.413,1272.84 906.333,1255.91 907.253,1332.11 908.173,1270.05 909.093,1256.45 910.013,1231.77 910.933,1283.66 911.853,1255.5 912.773,1331.91 \n",
       "  913.693,1315.66 914.613,1261.94 915.533,1275.67 916.452,1310.63 917.372,1299.41 918.292,1274.21 919.212,1243.38 920.132,1265.74 921.052,1274.57 921.972,1247.04 \n",
       "  922.892,1279.1 923.812,1298.85 924.732,1273.63 925.652,1255.12 926.572,1309.61 927.492,1260.71 928.412,1268.76 929.332,1285.77 930.252,1271.48 931.172,1310.22 \n",
       "  932.092,1306.28 933.012,1217.01 933.932,1258.95 934.852,1239.39 935.772,1247.94 936.692,1321.54 937.612,1282.11 938.532,1260.96 939.452,1249.95 940.372,1247.56 \n",
       "  941.292,1269.04 942.212,1256.2 943.132,1277.12 944.052,1304.82 944.972,1246.83 945.892,1273.07 946.812,1264.5 947.732,1278.25 948.652,1286.34 949.572,1276.12 \n",
       "  950.492,1299.24 951.412,1267.66 952.332,1271.09 953.252,1277.67 954.172,1299.49 955.092,1262.95 956.012,1304.21 956.932,1281.18 957.852,1305.53 958.772,1252.73 \n",
       "  959.691,1290.41 960.611,1273.59 961.531,1266.96 962.451,1263.07 963.371,1248.1 964.291,1280.38 965.211,1281.28 966.131,1261.56 967.051,1300.22 967.971,1282.2 \n",
       "  968.891,1312.21 969.811,1282.2 970.731,1275.85 971.651,1299.05 972.571,1279.08 973.491,1245.95 974.411,1283.33 975.331,1245.96 976.251,1271.01 977.171,1257.62 \n",
       "  978.091,1269.92 979.011,1292.29 979.931,1305.06 980.851,1240.39 981.771,1280.93 982.691,1251.48 983.611,1253.56 984.531,1265.85 985.451,1242.95 986.371,1255.36 \n",
       "  987.291,1303.43 988.211,1293.75 989.131,1309.68 990.051,1265.45 990.971,1298.9 991.891,1258.9 992.811,1257.47 993.731,1255.38 994.651,1288.42 995.571,1248.4 \n",
       "  996.491,1290.68 997.411,1249.96 998.331,1263.31 999.251,1288.92 1000.17,1269.62 1001.09,1248.46 1002.01,1271.5 1002.93,1316.57 1003.85,1262.55 1004.77,1285.63 \n",
       "  1005.69,1245.67 1006.61,1226.52 1007.53,1257.52 1008.45,1285.51 1009.37,1236.18 1010.29,1243.88 1011.21,1220.13 1012.13,1282.53 1013.05,1259.83 1013.97,1266.31 \n",
       "  1014.89,1285.68 1015.81,1288.94 1016.73,1237.34 1017.65,1322.87 1018.57,1311.55 1019.49,1301.75 1020.41,1274.36 1021.33,1262.28 1022.25,1284.34 1023.17,1290.46 \n",
       "  1024.09,1273.4 1025.01,1300.67 1025.93,1241.01 1026.85,1304.2 1027.77,1249.5 1028.69,1280.23 1029.61,1271.73 1030.53,1283.78 1031.45,1313.25 1032.37,1331.09 \n",
       "  1033.29,1290.23 1034.21,1287.79 1035.13,1312.54 1036.05,1288.99 1036.97,1258.04 1037.89,1263.14 1038.81,1262.61 1039.73,1247.86 1040.65,1266.15 1041.57,1272.91 \n",
       "  1042.49,1292.14 1043.41,1256.54 1044.33,1277.44 1045.25,1251.32 1046.17,1241.64 1047.09,1295.43 1048.01,1304.06 1048.93,1308.9 1049.85,1279.88 1050.77,1261.47 \n",
       "  1051.69,1333.51 1052.61,1284.09 1053.53,1228.61 1054.45,1270.08 1055.37,1268.56 1056.29,1287.17 1057.21,1296.94 1058.13,1258.95 1059.05,1320.03 1059.97,1282.8 \n",
       "  1060.89,1306.52 1061.81,1306.66 1062.73,1283.23 1063.65,1293.04 1064.57,1247.02 1065.49,1270.05 1066.41,1245.63 1067.33,1275.79 1068.25,1299.67 1069.17,1261.28 \n",
       "  1070.09,1298.88 1071.01,1294.41 1071.93,1265.3 1072.85,1296.98 1073.77,1271.24 1074.69,1239.81 1075.61,1301.5 1076.53,1265.23 1077.45,1261.87 1078.37,1301.43 \n",
       "  1079.29,1291.15 1080.21,1291.12 1081.13,1272.77 1082.05,1336.72 1082.97,1279.96 1083.89,1258.58 1084.81,1256.43 1085.73,1258.87 1086.65,1258.49 1087.57,1279.24 \n",
       "  1088.49,1251.14 1089.41,1297.44 1090.33,1290.21 1091.25,1239.92 1092.17,1272.49 1093.09,1258.89 1094.01,1236.37 1094.93,1274.07 1095.85,1269 1096.77,1252.59 \n",
       "  1097.69,1273.07 1098.61,1294.15 1099.53,1318.14 1100.45,1287.16 1101.37,1236.98 1102.29,1267.7 1103.21,1287.37 1104.13,1265.43 1105.05,1288.32 1105.97,1250.72 \n",
       "  1106.89,1277.29 1107.81,1262.54 1108.73,1289.39 1109.65,1262.15 1110.57,1246.82 1111.49,1268.24 1112.41,1306.11 1113.33,1233.38 1114.25,1262.93 1115.17,1245.58 \n",
       "  1116.09,1283.38 1117.01,1264.21 1117.93,1260.13 1118.85,1280.65 1119.77,1277.16 1120.69,1249.74 1121.61,1248.05 1122.53,1244.23 1123.45,1307.2 1124.37,1253.99 \n",
       "  1125.29,1249.38 1126.21,1250.53 1127.13,1303.29 1128.05,1252.09 1128.97,1291.75 1129.89,1285.68 1130.81,1289.74 1131.73,1271.78 1132.65,1287.18 1133.57,1253.72 \n",
       "  1134.49,1241.87 1135.41,1270.19 1136.33,1262.99 1137.25,1261.27 1138.17,1320.4 1139.09,1266.48 1140.01,1283.34 1140.93,1232.96 1141.85,1291.82 1142.77,1266.36 \n",
       "  1143.69,1281.31 1144.61,1282.88 1145.53,1252.36 1146.45,1245.61 1147.37,1268.54 1148.29,1275.38 1149.21,1271.67 1150.13,1236.75 1151.05,1246 1151.97,1282.12 \n",
       "  1152.89,1239.79 1153.81,1287.98 1154.73,1305.02 1155.65,1267.83 1156.57,1251.93 1157.49,1281.45 1158.41,1274.48 1159.33,1254.54 1160.25,1253.19 1161.17,1318.52 \n",
       "  1162.09,1281.41 1163.01,1315.39 1163.93,1299.85 1164.85,1286.81 1165.77,1232.86 1166.69,1275.42 1167.61,1294.72 1168.53,1267.64 1169.45,1305.75 1170.37,1259.55 \n",
       "  1171.29,1276.53 1172.21,1251.45 1173.13,1299.17 1174.05,1275.45 1174.97,1262.67 1175.89,1272.05 1176.81,1276.58 1177.73,1269.35 1178.65,1246.25 1179.57,1253.06 \n",
       "  1180.49,1238.61 1181.41,1281.03 1182.33,1211.24 1183.25,1293.65 1184.17,1240.67 1185.09,1238.07 1186.01,1298.82 1186.93,1314.66 1187.85,1313.93 1188.77,1275.78 \n",
       "  1189.69,1275.46 1190.61,1273.13 1191.53,1259.9 1192.45,1276.01 1193.37,1251.16 1194.29,1261.35 1195.21,1261.16 1196.13,1255.07 1197.05,1283 1197.97,1275.64 \n",
       "  1198.89,1238.06 1199.81,1302.8 1200.73,1263.52 1201.65,1303.19 1202.57,1297.8 1203.49,1221.64 1204.41,1239.53 1205.33,1274.11 1206.25,1295.03 1207.17,1253.16 \n",
       "  1208.09,1317.2 1209.01,1297.3 1209.93,1239.18 1210.85,1295.84 1211.77,1270.78 1212.69,1269.72 1213.61,1263.34 1214.53,1272.06 1215.45,1270.88 1216.37,1246.7 \n",
       "  1217.29,1274.59 1218.21,1264.83 1219.13,1260.31 1220.05,1232.98 1220.97,1267.27 1221.89,1265.09 1222.81,1234.44 1223.73,1286.3 1224.65,1323.97 1225.57,1286.55 \n",
       "  1226.49,1249.19 1227.41,1231.32 1228.33,1294.78 1229.25,1272.24 1230.17,1254.05 1231.09,1291.86 1232.01,1256.56 1232.93,1289.9 1233.85,1228.04 1234.77,1224.99 \n",
       "  1235.69,1240.61 1236.61,1287.16 1237.53,1308.44 1238.45,1270.05 1239.36,1234.6 1240.28,1264.34 1241.2,1292.05 1242.12,1278.23 1243.04,1268.34 1243.96,1250.41 \n",
       "  1244.88,1294.73 1245.8,1247.35 1246.72,1278.45 1247.64,1286.94 1248.56,1287.81 1249.48,1321.65 1250.4,1258.9 1251.32,1268.84 1252.24,1259.66 1253.16,1289.98 \n",
       "  1254.08,1292.38 1255,1255.06 1255.92,1237.97 1256.84,1257.59 1257.76,1286.49 1258.68,1280.65 1259.6,1250.47 1260.52,1269.02 1261.44,1243.2 1262.36,1285.23 \n",
       "  1263.28,1289.35 1264.2,1277.96 1265.12,1229.85 1266.04,1270.99 1266.96,1273.23 1267.88,1262.54 1268.8,1248.56 1269.72,1266 1270.64,1254.61 1271.56,1285.43 \n",
       "  1272.48,1274.37 1273.4,1278.95 1274.32,1252.74 1275.24,1252.74 1276.16,1271.41 1277.08,1273.9 1278,1284.1 1278.92,1235.29 1279.84,1264.24 1280.76,1237.4 \n",
       "  1281.68,1271.31 1282.6,1317.96 1283.52,1290.86 1284.44,1298.63 1285.36,1230.25 1286.28,1292.13 1287.2,1289.26 1288.12,1298.92 1289.04,1300.03 1289.96,1249.17 \n",
       "  1290.88,1304.57 1291.8,1290.58 1292.72,1273.73 1293.64,1252.9 1294.56,1291.76 1295.48,1306.85 1296.4,1311.02 1297.32,1292.92 1298.24,1285.7 1299.16,1297.46 \n",
       "  1300.08,1286.18 1301,1247.73 1301.92,1243.09 1302.84,1265.37 1303.76,1275.61 1304.68,1225.59 1305.6,1293.09 1306.52,1321.99 1307.44,1289.85 1308.36,1290.78 \n",
       "  1309.28,1274.89 1310.2,1279.31 1311.12,1304.43 1312.04,1274.58 1312.96,1291.45 1313.88,1320.32 1314.8,1268.7 1315.72,1244.73 1316.64,1277.01 1317.56,1246.04 \n",
       "  1318.48,1264.33 1319.4,1294.53 1320.32,1278.97 1321.24,1293.82 1322.16,1280.23 1323.08,1271.84 1324,1289.09 1324.92,1255.86 1325.84,1262.31 1326.76,1261.51 \n",
       "  1327.68,1277.8 1328.6,1238 1329.52,1260.62 1330.44,1289.14 1331.36,1288.25 1332.28,1287.98 1333.2,1217.27 1334.12,1287.46 1335.04,1315.82 1335.96,1250.18 \n",
       "  1336.88,1276.06 1337.8,1235.66 1338.72,1282.59 1339.64,1264.92 1340.56,1283.97 1341.48,1260.15 1342.4,1261.82 1343.32,1285.84 1344.24,1239.42 1345.16,1284.9 \n",
       "  1346.08,1265.58 1347,1401.05 1347.92,1401.05 1348.84,1401.05 1349.76,1401.05 1350.68,1401.05 1351.6,1401.05 1352.52,1401.05 1353.44,1401.05 1354.36,1401.05 \n",
       "  1355.28,86.6754 1356.2,1401.05 1357.12,1401.05 1358.04,1401.05 1358.96,1401.05 1359.88,1401.05 1360.8,1401.05 1361.72,1401.05 1362.64,1401.05 1363.56,1401.05 \n",
       "  1364.48,196.232 1365.4,1401.05 1366.32,1401.05 1367.24,1401.05 1368.16,1401.05 1369.08,1401.05 1370,1401.05 1370.92,1401.05 1371.84,1401.05 1372.76,1401.05 \n",
       "  1373.68,130.328 1374.6,1401.05 1375.52,1401.05 1376.44,1401.05 1377.36,1401.05 1378.28,1401.05 1379.2,1401.05 1380.12,1401.05 1381.04,1401.05 1381.96,1401.05 \n",
       "  1382.88,309.343 1383.8,1401.05 1384.72,1401.05 1385.64,1401.05 1386.56,1401.05 1387.48,1401.05 1388.4,1401.05 1389.32,1401.05 1390.24,1401.05 1391.16,1401.05 \n",
       "  1392.08,281.925 1393,1401.05 1393.92,1401.05 1394.84,1401.05 1395.76,1401.05 1396.68,1401.05 1397.6,1401.05 1398.52,1401.05 1399.44,1401.05 1400.36,1401.05 \n",
       "  1401.28,285.629 1402.2,1401.05 1403.12,1401.05 1404.04,1401.05 1404.96,1401.05 1405.88,1401.05 1406.8,1401.05 1407.72,1401.05 1408.64,1401.05 1409.56,1401.05 \n",
       "  1410.48,328.388 1411.4,1401.05 1412.32,1401.05 1413.24,1401.05 1414.16,1401.05 1415.08,1401.05 1416,1401.05 1416.92,1401.05 1417.84,1401.05 1418.76,1401.05 \n",
       "  1419.68,253.87 1420.6,1401.05 1421.52,1401.05 1422.44,1401.05 1423.36,1401.05 1424.28,1401.05 1425.2,1401.05 1426.12,1401.05 1427.04,1401.05 1427.96,1401.05 \n",
       "  1428.88,249.298 1429.8,1401.05 1430.72,1401.05 1431.64,1401.05 1432.56,1401.05 1433.48,1401.05 1434.4,1401.05 1435.32,1401.05 1436.24,1401.05 1437.16,1401.05 \n",
       "  1438.08,334.544 1439,1401.05 1439.92,1401.05 1440.84,1401.05 1441.76,1401.05 1442.68,1401.05 1443.6,1401.05 1444.52,1401.05 1445.44,1401.05 1446.36,1401.05 \n",
       "  1447.28,313.635 1448.2,1401.05 1449.12,1401.05 1450.04,1401.05 1450.96,1401.05 1451.88,1401.05 1452.8,1401.05 1453.72,1401.05 1454.64,1401.05 1455.56,1401.05 \n",
       "  1456.48,267.786 1457.4,1401.05 1458.32,1401.05 1459.24,1401.05 1460.16,1401.05 1461.08,1401.05 1462,1401.05 1462.92,1401.05 1463.84,1401.05 1464.76,1401.05 \n",
       "  1465.68,256.425 1466.6,1401.05 1467.52,1401.05 1468.44,1401.05 1469.36,1401.05 1470.28,1401.05 1471.2,1401.05 1472.12,1401.05 1473.04,1401.05 1473.96,1401.05 \n",
       "  1474.88,265.508 1475.8,1401.05 1476.72,1401.05 1477.64,1401.05 1478.56,1401.05 1479.48,1401.05 1480.4,1401.05 1481.32,1401.05 1482.24,1401.05 1483.16,1401.05 \n",
       "  1484.08,312.259 1485,1401.05 1485.92,1401.05 1486.84,1401.05 1487.76,1401.05 1488.68,1401.05 1489.6,1401.05 1490.52,1401.05 1491.44,1401.05 1492.36,1401.05 \n",
       "  1493.28,283.271 1494.2,1401.05 1495.12,1401.05 1496.04,1401.05 1496.96,1401.05 1497.88,1401.05 1498.8,1401.05 1499.72,1401.05 1500.64,1401.05 1501.56,1401.05 \n",
       "  1502.48,279.598 1503.4,1401.05 1504.32,1401.05 1505.24,1401.05 1506.16,1401.05 1507.08,1401.05 1508,1401.05 1508.92,1401.05 1509.84,1401.05 1510.76,1401.05 \n",
       "  1511.68,370.481 1512.6,1401.05 1513.52,1401.05 1514.44,1401.05 1515.36,1401.05 1516.28,1401.05 1517.2,1401.05 1518.12,1401.05 1519.04,1401.05 1519.96,1401.05 \n",
       "  1520.88,259.57 1521.8,1401.05 1522.72,1401.05 1523.64,1401.05 1524.56,1401.05 1525.48,1401.05 1526.4,1401.05 1527.32,1401.05 1528.24,1401.05 1529.16,1401.05 \n",
       "  1530.08,360.117 1531,1401.05 1531.92,1401.05 1532.84,1401.05 1533.76,1401.05 1534.68,1401.05 1535.6,1401.05 1536.52,1401.05 1537.44,1401.05 1538.36,1401.05 \n",
       "  1539.28,392.611 1540.2,1401.05 1541.12,1401.05 1542.04,1401.05 1542.96,1401.05 1543.88,1401.05 1544.8,1401.05 1545.72,1401.05 1546.64,1401.05 1547.56,1401.05 \n",
       "  1548.48,315.442 1549.4,1401.05 1550.32,1401.05 1551.24,1401.05 1552.16,1401.05 1553.08,1401.05 1554,1401.05 1554.92,1401.05 1555.84,1401.05 1556.76,1401.05 \n",
       "  1557.68,288.838 1558.6,1401.05 1559.52,1401.05 1560.44,1401.05 1561.36,1401.05 1562.28,1401.05 1563.2,1401.05 1564.12,1401.05 1565.04,1401.05 1565.96,1401.05 \n",
       "  1566.88,371.084 1567.8,1401.05 1568.72,1401.05 1569.64,1401.05 1570.56,1401.05 1571.48,1401.05 1572.4,1401.05 1573.32,1401.05 1574.24,1401.05 1575.16,1401.05 \n",
       "  1576.08,356.513 1577,1401.05 1577.92,1401.05 1578.84,1401.05 1579.76,1401.05 1580.68,1401.05 1581.6,1401.05 1582.52,1401.05 1583.44,1401.05 1584.36,1401.05 \n",
       "  1585.28,410.109 1586.2,1401.05 1587.12,1401.05 1588.04,1401.05 1588.96,1401.05 1589.88,1401.05 1590.8,1401.05 1591.72,1401.05 1592.64,1401.05 1593.56,1401.05 \n",
       "  1594.48,382.727 1595.4,1401.05 1596.32,1401.05 1597.24,1401.05 1598.16,1401.05 1599.08,1401.05 1600,1401.05 1600.92,1401.05 1601.84,1401.05 1602.76,1401.05 \n",
       "  1603.68,411.383 1604.6,1401.05 1605.52,1401.05 1606.44,1401.05 1607.36,1401.05 1608.28,1401.05 1609.2,1401.05 1610.12,1401.05 1611.04,1401.05 1611.96,1401.05 \n",
       "  1612.88,515.781 1613.8,1401.05 1614.72,1401.05 1615.64,1401.05 1616.56,1401.05 1617.48,1401.05 1618.4,1401.05 1619.32,1401.05 1620.24,1401.05 1621.16,1401.05 \n",
       "  1622.08,381.786 1623,1401.05 1623.92,1401.05 1624.84,1401.05 1625.76,1401.05 1626.68,1401.05 1627.6,1401.05 1628.52,1401.05 1629.44,1401.05 1630.36,1401.05 \n",
       "  1631.28,437.889 1632.2,1401.05 1633.12,1401.05 1634.04,1401.05 1634.96,1401.05 1635.88,1401.05 1636.8,1401.05 1637.72,1401.05 1638.64,1401.05 1639.56,1401.05 \n",
       "  1640.48,367.474 1641.4,1401.05 1642.32,1401.05 1643.24,1401.05 1644.16,1401.05 1645.08,1401.05 1646,1401.05 1646.92,1401.05 1647.84,1401.05 1648.76,1401.05 \n",
       "  1649.68,383.075 1650.6,1401.05 1651.52,1401.05 1652.44,1401.05 1653.36,1401.05 1654.28,1401.05 1655.2,1401.05 1656.12,1401.05 1657.04,1401.05 1657.96,1401.05 \n",
       "  1658.88,364.603 1659.8,1401.05 1660.72,1401.05 1661.64,1401.05 1662.56,1401.05 1663.48,1401.05 1664.4,1401.05 1665.32,1401.05 1666.24,1401.05 1667.16,1401.05 \n",
       "  1668.08,506.285 1668.99,1401.05 1669.91,1401.05 1670.83,1401.05 1671.75,1401.05 1672.67,1401.05 1673.59,1401.05 1674.51,1401.05 1675.43,1401.05 1676.35,1401.05 \n",
       "  1677.27,363.665 1678.19,1401.05 1679.11,1401.05 1680.03,1401.05 1680.95,1401.05 1681.87,1401.05 1682.79,1401.05 1683.71,1401.05 1684.63,1401.05 1685.55,1401.05 \n",
       "  1686.47,379.563 1687.39,1401.05 1688.31,1401.05 1689.23,1401.05 1690.15,1401.05 1691.07,1401.05 1691.99,1401.05 1692.91,1401.05 1693.83,1401.05 1694.75,1401.05 \n",
       "  1695.67,475.195 1696.59,1401.05 1697.51,1401.05 1698.43,1401.05 1699.35,1401.05 1700.27,1401.05 1701.19,1401.05 1702.11,1401.05 1703.03,1401.05 1703.95,1401.05 \n",
       "  1704.87,391.952 1705.79,1401.05 1706.71,1401.05 1707.63,1401.05 1708.55,1401.05 1709.47,1401.05 1710.39,1401.05 1711.31,1401.05 1712.23,1401.05 1713.15,1401.05 \n",
       "  1714.07,424.257 1714.99,1401.05 1715.91,1401.05 1716.83,1401.05 1717.75,1401.05 1718.67,1401.05 1719.59,1401.05 1720.51,1401.05 1721.43,1401.05 1722.35,1401.05 \n",
       "  1723.27,305.252 1724.19,1401.05 1725.11,1401.05 1726.03,1401.05 1726.95,1401.05 1727.87,1401.05 1728.79,1401.05 1729.71,1401.05 1730.63,1401.05 1731.55,1401.05 \n",
       "  1732.47,430.549 1733.39,1401.05 1734.31,1401.05 1735.23,1401.05 1736.15,1401.05 1737.07,1401.05 1737.99,1401.05 1738.91,1401.05 1739.83,1401.05 1740.75,1401.05 \n",
       "  1741.67,446.49 1742.59,1401.05 1743.51,1401.05 1744.43,1401.05 1745.35,1401.05 1746.27,1401.05 1747.19,1401.05 1748.11,1401.05 1749.03,1401.05 1749.95,1401.05 \n",
       "  1750.87,476.899 1751.79,1401.05 1752.71,1401.05 1753.63,1401.05 1754.55,1401.05 1755.47,1401.05 1756.39,1401.05 1757.31,1401.05 1758.23,1401.05 1759.15,1401.05 \n",
       "  1760.07,491.002 1760.99,1401.05 1761.91,1401.05 1762.83,1401.05 1763.75,1401.05 1764.67,1401.05 1765.59,1401.05 1766.51,1401.05 1767.43,1401.05 1768.35,1401.05 \n",
       "  1769.27,537.952 1770.19,1401.05 1771.11,1401.05 1772.03,1401.05 1772.95,1401.05 1773.87,1401.05 1774.79,1401.05 1775.71,1401.05 1776.63,1401.05 1777.55,1401.05 \n",
       "  1778.47,464.119 1779.39,1401.05 1780.31,1401.05 1781.23,1401.05 1782.15,1401.05 1783.07,1401.05 1783.99,1401.05 1784.91,1401.05 1785.83,1401.05 1786.75,1401.05 \n",
       "  1787.67,429.54 1788.59,1401.05 1789.51,1401.05 1790.43,1401.05 1791.35,1401.05 1792.27,1401.05 1793.19,1401.05 1794.11,1401.05 1795.03,1401.05 1795.95,1401.05 \n",
       "  1796.87,456.535 1797.79,1401.05 1798.71,1401.05 1799.63,1401.05 1800.55,1401.05 1801.47,1401.05 1802.39,1401.05 1803.31,1401.05 1804.23,1401.05 1805.15,1401.05 \n",
       "  1806.07,508.866 1806.99,1401.05 1807.91,1401.05 1808.83,1401.05 1809.75,1401.05 1810.67,1401.05 1811.59,1401.05 1812.51,1401.05 1813.43,1401.05 1814.35,1401.05 \n",
       "  1815.27,519.697 1816.19,1401.05 1817.11,1401.05 1818.03,1401.05 1818.95,1401.05 1819.87,1401.05 1820.79,1401.05 1821.71,1401.05 1822.63,1401.05 1823.55,1401.05 \n",
       "  1824.47,556.085 1825.39,1401.05 1826.31,1401.05 1827.23,1401.05 1828.15,1401.05 1829.07,1401.05 1829.99,1401.05 1830.91,1401.05 1831.83,1401.05 1832.75,1401.05 \n",
       "  1833.67,506.122 1834.59,1401.05 1835.51,1401.05 1836.43,1401.05 1837.35,1401.05 1838.27,1401.05 1839.19,1401.05 1840.11,1401.05 1841.03,1401.05 1841.95,1401.05 \n",
       "  1842.87,540.785 1843.79,1401.05 1844.71,1401.05 1845.63,1401.05 1846.55,1401.05 1847.47,1401.05 1848.39,1401.05 1849.31,1401.05 1850.23,1401.05 1851.15,1401.05 \n",
       "  1852.07,497.335 1852.99,1401.05 1853.91,1401.05 1854.83,1401.05 1855.75,1401.05 1856.67,1401.05 1857.59,1401.05 1858.51,1401.05 1859.43,1401.05 1860.35,1401.05 \n",
       "  1861.27,501.63 1862.19,1401.05 1863.11,1401.05 1864.03,1401.05 1864.95,1401.05 1865.87,1401.05 1866.79,1401.05 1867.71,1401.05 1868.63,1401.05 1869.55,1401.05 \n",
       "  1870.47,597.689 1871.39,1401.05 1872.31,1401.05 1873.23,1401.05 1874.15,1401.05 1875.07,1401.05 1875.99,1401.05 1876.91,1401.05 1877.83,1401.05 1878.75,1401.05 \n",
       "  1879.67,557.134 1880.59,1401.05 1881.51,1401.05 1882.43,1401.05 1883.35,1401.05 1884.27,1401.05 1885.19,1401.05 1886.11,1401.05 1887.03,1401.05 1887.95,1401.05 \n",
       "  1888.87,538.908 1889.79,1401.05 1890.71,1401.05 1891.63,1401.05 1892.55,1401.05 1893.47,1401.05 1894.39,1401.05 1895.31,1401.05 1896.23,1401.05 1897.15,1401.05 \n",
       "  1898.07,623.181 1898.99,1401.05 1899.91,1401.05 1900.83,1401.05 1901.75,1401.05 1902.67,1401.05 1903.59,1401.05 1904.51,1401.05 1905.43,1401.05 1906.35,1401.05 \n",
       "  1907.27,550.334 1908.19,1401.05 1909.11,1401.05 1910.03,1401.05 1910.95,1401.05 1911.87,1401.05 1912.79,1401.05 1913.71,1401.05 1914.63,1401.05 1915.55,1401.05 \n",
       "  1916.47,567.501 1917.39,1401.05 1918.31,1401.05 1919.23,1401.05 1920.15,1401.05 1921.07,1401.05 1921.99,1401.05 1922.91,1401.05 1923.83,1401.05 1924.75,1401.05 \n",
       "  1925.67,675.681 1926.59,1401.05 1927.51,1401.05 1928.43,1401.05 1929.35,1401.05 1930.27,1401.05 1931.19,1401.05 1932.11,1401.05 1933.03,1401.05 1933.95,1401.05 \n",
       "  1934.87,605.819 1935.79,1401.05 1936.71,1401.05 1937.63,1401.05 1938.55,1401.05 1939.47,1401.05 1940.39,1401.05 1941.31,1401.05 1942.23,1401.05 1943.15,1401.05 \n",
       "  1944.07,586.416 1944.99,1401.05 1945.91,1401.05 1946.83,1401.05 1947.75,1401.05 1948.67,1401.05 1949.59,1401.05 1950.51,1401.05 1951.43,1401.05 1952.35,1401.05 \n",
       "  1953.27,564.46 1954.19,1401.05 1955.11,1401.05 1956.03,1401.05 1956.95,1401.05 1957.87,1401.05 1958.79,1401.05 1959.71,1401.05 1960.63,1401.05 1961.55,1401.05 \n",
       "  1962.47,700.909 1963.39,1401.05 1964.31,1401.05 1965.23,1401.05 1966.15,1401.05 1967.07,1401.05 1967.99,1401.05 1968.91,1401.05 1969.83,1401.05 1970.75,1401.05 \n",
       "  1971.67,574.125 1972.59,1401.05 1973.51,1401.05 1974.43,1401.05 1975.35,1401.05 1976.27,1401.05 1977.19,1401.05 1978.11,1401.05 1979.03,1401.05 1979.95,1401.05 \n",
       "  1980.87,629.623 1981.79,1401.05 1982.71,1401.05 1983.63,1401.05 1984.55,1401.05 1985.47,1401.05 1986.39,1401.05 1987.31,1401.05 1988.23,1401.05 1989.15,1401.05 \n",
       "  1990.07,645.286 1990.99,1401.05 1991.91,1401.05 1992.83,1401.05 1993.75,1401.05 1994.67,1401.05 1995.59,1401.05 1996.51,1401.05 1997.43,1401.05 1998.35,1401.05 \n",
       "  1999.27,619.154 2000.19,1401.05 2001.11,1401.05 2002.03,1401.05 2002.95,1401.05 2003.87,1401.05 2004.79,1401.05 2005.71,1401.05 2006.63,1401.05 2007.55,1401.05 \n",
       "  2008.47,588.222 2009.39,1401.05 2010.31,1401.05 2011.23,1401.05 2012.15,1401.05 2013.07,1401.05 2013.99,1401.05 2014.91,1401.05 2015.83,1401.05 2016.75,1401.05 \n",
       "  2017.67,641.926 2018.59,1401.05 2019.51,1401.05 2020.43,1401.05 2021.35,1401.05 2022.27,1401.05 2023.19,1401.05 2024.11,1401.05 2025.03,1401.05 2025.95,1401.05 \n",
       "  2026.87,672.258 2027.79,1401.05 2028.71,1401.05 2029.63,1401.05 2030.55,1401.05 2031.47,1401.05 2032.39,1401.05 2033.31,1401.05 2034.23,1401.05 2035.15,1401.05 \n",
       "  2036.07,666.865 2036.99,1401.05 2037.91,1401.05 2038.83,1401.05 2039.75,1401.05 2040.67,1401.05 2041.59,1401.05 2042.51,1401.05 2043.43,1401.05 2044.35,1401.05 \n",
       "  2045.27,653.668 2046.19,1401.05 2047.11,1401.05 2048.03,1401.05 2048.95,1401.05 2049.87,1401.05 2050.79,1401.05 2051.71,1401.05 2052.63,1401.05 2053.55,1401.05 \n",
       "  2054.47,681.126 2055.39,1401.05 2056.31,1401.05 2057.23,1401.05 2058.15,1401.05 2059.07,1401.05 2059.99,1401.05 2060.91,1401.05 2061.83,1401.05 2062.75,1401.05 \n",
       "  2063.67,658.096 2064.59,1401.05 2065.51,1401.05 2066.43,1401.05 2067.35,1401.05 2068.27,1401.05 2069.19,1401.05 2070.11,1401.05 2071.03,1401.05 2071.95,1401.05 \n",
       "  2072.87,717.748 2073.79,1401.05 2074.71,1401.05 2075.63,1401.05 2076.55,1401.05 2077.47,1401.05 2078.39,1401.05 2079.31,1401.05 2080.23,1401.05 2081.15,1401.05 \n",
       "  2082.07,764.487 2082.99,1401.05 2083.91,1401.05 2084.83,1401.05 2085.75,1401.05 2086.67,1401.05 2087.59,1401.05 2088.51,1401.05 2089.43,1401.05 2090.35,1401.05 \n",
       "  2091.27,663.288 2092.19,1401.05 2093.11,1401.05 2094.03,1401.05 2094.95,1401.05 2095.87,1401.05 2096.79,1401.05 2097.71,1401.05 2098.63,1401.05 2099.54,1401.05 \n",
       "  2100.46,751.538 2101.38,1401.05 2102.3,1401.05 2103.22,1401.05 2104.14,1401.05 2105.06,1401.05 2105.98,1401.05 2106.9,1401.05 2107.82,1401.05 2108.74,1401.05 \n",
       "  2109.66,757.803 2110.58,1401.05 2111.5,1401.05 2112.42,1401.05 2113.34,1401.05 2114.26,1401.05 2115.18,1401.05 2116.1,1401.05 2117.02,1401.05 2117.94,1401.05 \n",
       "  2118.86,745.36 2119.78,1401.05 2120.7,1401.05 2121.62,1401.05 2122.54,1401.05 2123.46,1401.05 2124.38,1401.05 2125.3,1401.05 2126.22,1401.05 2127.14,1401.05 \n",
       "  2128.06,775.132 2128.98,1401.05 2129.9,1401.05 2130.82,1401.05 2131.74,1401.05 2132.66,1401.05 2133.58,1401.05 2134.5,1401.05 2135.42,1401.05 2136.34,1401.05 \n",
       "  2137.26,740.123 2138.18,1401.05 2139.1,1401.05 2140.02,1401.05 2140.94,1401.05 2141.86,1401.05 2142.78,1401.05 2143.7,1401.05 2144.62,1401.05 2145.54,1401.05 \n",
       "  2146.46,774.929 2147.38,1401.05 2148.3,1401.05 2149.22,1401.05 2150.14,1401.05 2151.06,1401.05 2151.98,1401.05 2152.9,1401.05 2153.82,1401.05 2154.74,1401.05 \n",
       "  2155.66,730.297 2156.58,1401.05 2157.5,1401.05 2158.42,1401.05 2159.34,1401.05 2160.26,1401.05 2161.18,1401.05 2162.1,1401.05 2163.02,1401.05 2163.94,1401.05 \n",
       "  2164.86,768.476 2165.78,1401.05 2166.7,1401.05 2167.62,1401.05 2168.54,1401.05 2169.46,1401.05 2170.38,1401.05 2171.3,1401.05 2172.22,1401.05 2173.14,1401.05 \n",
       "  2174.06,767.589 2174.98,1401.05 2175.9,1401.05 2176.82,1401.05 2177.74,1401.05 2178.66,1401.05 2179.58,1401.05 2180.5,1401.05 2181.42,1401.05 2182.34,1401.05 \n",
       "  2183.26,731.708 2184.18,1401.05 2185.1,1401.05 2186.02,1401.05 2186.94,1401.05 2187.86,1401.05 2188.78,1401.05 2189.7,1401.05 2190.62,1401.05 2191.54,1401.05 \n",
       "  2192.46,770.769 2193.38,1401.05 2194.3,1401.05 2195.22,1401.05 2196.14,1401.05 2197.06,1401.05 2197.98,1401.05 2198.9,1401.05 2199.82,1401.05 2200.74,1401.05 \n",
       "  2201.66,760.229 2202.58,1401.05 2203.5,1401.05 2204.42,1401.05 2205.34,1401.05 2206.26,1401.05 2207.18,1401.05 2208.1,1401.05 2209.02,1401.05 2209.94,1401.05 \n",
       "  2210.86,779.928 2211.78,1401.05 2212.7,1401.05 2213.62,1401.05 2214.54,1401.05 2215.46,1401.05 2216.38,1401.05 2217.3,1401.05 2218.22,1401.05 2219.14,1401.05 \n",
       "  2220.06,778.994 2220.98,1401.05 2221.9,1401.05 2222.82,1401.05 2223.74,1401.05 2224.66,1401.05 2225.58,1401.05 2226.5,1401.05 2227.42,1401.05 2228.34,1401.05 \n",
       "  2229.26,701.635 2230.18,1401.05 2231.1,1401.05 2232.02,1401.05 2232.94,1401.05 2233.86,1401.05 2234.78,1401.05 2235.7,1401.05 2236.62,1401.05 2237.54,1401.05 \n",
       "  2238.46,757.233 2239.38,1401.05 2240.3,1401.05 2241.22,1401.05 2242.14,1401.05 2243.06,1401.05 2243.98,1401.05 2244.9,1401.05 2245.82,1401.05 2246.74,1401.05 \n",
       "  2247.66,816.722 2248.58,1401.05 2249.5,1401.05 2250.42,1401.05 2251.34,1401.05 2252.26,1401.05 2253.18,1401.05 2254.1,1401.05 2255.02,1401.05 2255.94,1401.05 \n",
       "  2256.86,797.067 2257.78,1401.05 2258.7,1401.05 2259.62,1401.05 2260.54,1401.05 2261.46,1401.05 2262.38,1401.05 2263.3,1401.05 2264.22,1401.05 2265.14,1401.05 \n",
       "  2266.06,733.242 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6102)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  426.104,209.591 427.024,215.694 427.944,205.712 428.864,212.751 429.784,215.223 430.704,198.169 431.624,208.216 432.544,214.716 433.464,213.325 434.384,223.034 \n",
       "  435.304,229.359 436.224,215.548 437.144,209.063 438.064,224.252 438.984,220.206 439.904,223.361 440.824,219.215 441.744,220.452 442.663,222.092 443.583,209.309 \n",
       "  444.503,198.785 445.423,201.781 446.343,202.994 447.263,211.972 448.183,197.099 449.103,208.27 450.023,221.885 450.943,220.269 451.863,213.303 452.783,217.649 \n",
       "  453.703,217.067 454.623,209.995 455.543,219.161 456.463,225.979 457.383,203.166 458.303,198.725 459.223,210.451 460.143,212.206 461.063,211.693 461.983,217.609 \n",
       "  462.903,208.185 463.823,217.924 464.743,213.896 465.663,226.118 466.583,218.508 467.503,203.316 468.423,200.129 469.343,199.614 470.263,208.734 471.183,210.951 \n",
       "  472.103,206.169 473.023,216.951 473.943,218.719 474.863,223.664 475.783,217.214 476.703,223.326 477.623,215.79 478.543,206.522 479.463,224.691 480.383,211.721 \n",
       "  481.303,206.031 482.223,208.6 483.143,208.163 484.063,219.466 484.983,206.791 485.902,210.76 486.822,209.761 487.742,207.777 488.662,205.674 489.582,214.174 \n",
       "  490.502,218.977 491.422,215.146 492.342,218.509 493.262,204.107 494.182,222.16 495.102,223.877 496.022,218.708 496.942,229.415 497.862,217.775 498.782,212.651 \n",
       "  499.702,224.478 500.622,213.349 501.542,225.536 502.462,226.471 503.382,215.822 504.302,213.014 505.222,212.927 506.142,216.581 507.062,213.914 507.982,214.036 \n",
       "  508.902,209.021 509.822,226.654 510.742,220.575 511.662,221.454 512.582,225.78 513.502,216.082 514.422,228.248 515.342,237.204 516.262,228.185 517.182,229.397 \n",
       "  518.102,228.916 519.022,247.491 519.942,246.452 520.862,247.122 521.782,251.722 522.702,236.414 523.622,232.448 524.542,236.885 525.462,252.732 526.382,247.094 \n",
       "  527.302,235.816 528.222,232.232 529.141,249.929 530.061,238.98 530.981,236.776 531.901,241.611 532.821,245.137 533.741,246.519 534.661,255.079 535.581,257.454 \n",
       "  536.501,260.547 537.421,268.609 538.341,264.982 539.261,272.389 540.181,252.105 541.101,267.064 542.021,260.853 542.941,259.609 543.861,260.979 544.781,264.265 \n",
       "  545.701,264.001 546.621,272.886 547.541,265.319 548.461,266.71 549.381,262.817 550.301,263.944 551.221,258.466 552.141,268.957 553.061,248.064 553.981,269.553 \n",
       "  554.901,262.446 555.821,256.525 556.741,264.558 557.661,272.776 558.581,255.931 559.501,258.979 560.421,270.729 561.341,257.168 562.261,254.734 563.181,270.334 \n",
       "  564.101,255.336 565.021,268.464 565.941,264.781 566.861,270.936 567.781,269.057 568.701,267.173 569.621,273.3 570.541,274.409 571.461,269.618 572.38,273.674 \n",
       "  573.3,278.492 574.22,270.902 575.14,279.258 576.06,279.919 576.98,287.771 577.9,281.428 578.82,282.559 579.74,281.03 580.66,293.43 581.58,296.37 \n",
       "  582.5,304.055 583.42,311.189 584.34,297.206 585.26,298.227 586.18,291.182 587.1,286.172 588.02,288.407 588.94,292.164 589.86,298.207 590.78,287.987 \n",
       "  591.7,303.043 592.62,295.233 593.54,304.278 594.46,282.495 595.38,287.282 596.3,275.745 597.22,289.959 598.14,288.97 599.06,293.021 599.98,288.572 \n",
       "  600.9,291.754 601.82,295.953 602.74,278.512 603.66,286.681 604.58,293.637 605.5,292.816 606.42,292.465 607.34,281.513 608.26,277.27 609.18,275.97 \n",
       "  610.1,289.531 611.02,297.691 611.94,288.336 612.86,289.617 613.78,283.976 614.699,296.264 615.619,278.876 616.539,293.801 617.459,278.308 618.379,276.744 \n",
       "  619.299,260.331 620.219,270.345 621.139,274.736 622.059,285.717 622.979,273.483 623.899,272.106 624.819,284.479 625.739,287.161 626.659,291.783 627.579,281.039 \n",
       "  628.499,290.572 629.419,276.194 630.339,286.905 631.259,281.097 632.179,286.27 633.099,302.264 634.019,272.154 634.939,280.168 635.859,289.154 636.779,288.195 \n",
       "  637.699,278.905 638.619,287.572 639.539,292.884 640.459,294.125 641.379,293.107 642.299,286.697 643.219,278.496 644.139,282.539 645.059,280.302 645.979,293.682 \n",
       "  646.899,285.922 647.819,268.698 648.739,289.854 649.659,276.775 650.579,279.026 651.499,276.833 652.419,283.901 653.339,284.301 654.259,286.475 655.179,293.655 \n",
       "  656.099,284.542 657.019,278.497 657.938,292.759 658.858,286.158 659.778,288.004 660.698,288.896 661.618,276.515 662.538,289.251 663.458,288.439 664.378,282.063 \n",
       "  665.298,293.37 666.218,292.743 667.138,291.484 668.058,300.94 668.978,287.817 669.898,290.94 670.818,277.3 671.738,293.853 672.658,294.205 673.578,277.011 \n",
       "  674.498,283.507 675.418,298.101 676.338,280.653 677.258,293.618 678.178,278.889 679.098,287.027 680.018,295.42 680.938,289.653 681.858,275.225 682.778,296.61 \n",
       "  683.698,287.654 684.618,284.973 685.538,295.061 686.458,297.296 687.378,303.615 688.298,297.493 689.218,294.311 690.138,301.688 691.058,292.699 691.978,288.616 \n",
       "  692.898,293.208 693.818,276.139 694.738,274.003 695.658,278.629 696.578,293.217 697.498,283.154 698.418,299.497 699.338,279.88 700.258,279.786 701.177,265.868 \n",
       "  702.097,277.659 703.017,274.389 703.937,288.634 704.857,277.618 705.777,260.389 706.697,266.933 707.617,260.214 708.537,246.795 709.457,253.227 710.377,258.273 \n",
       "  711.297,256.131 712.217,262.182 713.137,268.35 714.057,257.236 714.977,265.585 715.897,257.243 716.817,261.696 717.737,258.753 718.657,249.778 719.577,239.569 \n",
       "  720.497,247.481 721.417,247.484 722.337,252.301 723.257,249.505 724.177,235.016 725.097,245.263 726.017,243.408 726.937,258.239 727.857,247.224 728.777,241.849 \n",
       "  729.697,258.798 730.617,242.986 731.537,253.339 732.457,243.84 733.377,243.738 734.297,249.468 735.217,241.795 736.137,234.967 737.057,232.719 737.977,232.856 \n",
       "  738.897,227.148 739.817,227.667 740.737,240.955 741.657,240.649 742.577,234.274 743.497,234.848 744.416,231.577 745.336,253.311 746.256,248.778 747.176,242.198 \n",
       "  748.096,242.139 749.016,255.665 749.936,244.654 750.856,257.117 751.776,250.793 752.696,240.512 753.616,238.335 754.536,228.465 755.456,237.443 756.376,235.032 \n",
       "  757.296,239.945 758.216,234.575 759.136,239.943 760.056,254.094 760.976,227.361 761.896,229.813 762.816,238.078 763.736,238.869 764.656,232.192 765.576,226.76 \n",
       "  766.496,234.2 767.416,237.208 768.336,230.188 769.256,231.155 770.176,232.82 771.096,232.95 772.016,239.863 772.936,241.972 773.856,221.966 774.776,233.141 \n",
       "  775.696,218.745 776.616,220.152 777.536,234.65 778.456,240.578 779.376,233.66 780.296,243.645 781.216,240.445 782.136,221.98 783.056,230.732 783.976,224.591 \n",
       "  784.896,221.57 785.816,215.595 786.735,210.744 787.655,225.176 788.575,234.508 789.495,216.825 790.415,212.504 791.335,219.365 792.255,215.654 793.175,220.233 \n",
       "  794.095,210.652 795.015,221.155 795.935,200.766 796.855,207.335 797.775,220.998 798.695,227.002 799.615,211.719 800.535,217.363 801.455,202.293 802.375,206.865 \n",
       "  803.295,210.287 804.215,210.2 805.135,197.795 806.055,192.098 806.975,202.825 807.895,202.585 808.815,218.743 809.735,212.95 810.655,208.841 811.575,198.638 \n",
       "  812.495,193.78 813.415,196.365 814.335,192.938 815.255,197.974 816.175,209.904 817.095,213.247 818.015,206.801 818.935,197.841 819.855,203.589 820.775,208.444 \n",
       "  821.695,195.877 822.615,209.57 823.535,198.171 824.455,186.909 825.375,195.993 826.295,189.459 827.215,197.624 828.135,196.437 829.055,192.836 829.974,189.176 \n",
       "  830.894,190.51 831.814,194.184 832.734,205.217 833.654,195.918 834.574,189.89 835.494,180.213 836.414,189.663 837.334,189.842 838.254,184.431 839.174,184.694 \n",
       "  840.094,190.261 841.014,198.469 841.934,189.063 842.854,186.292 843.774,188.341 844.694,191.842 845.614,197.206 846.534,201.509 847.454,192.556 848.374,201.568 \n",
       "  849.294,195.192 850.214,192.552 851.134,202.339 852.054,211.317 852.974,190.302 853.894,196.159 854.814,189.269 855.734,201.099 856.654,196.31 857.574,189.392 \n",
       "  858.494,197.233 859.414,200.472 860.334,188.891 861.254,189.997 862.174,187.891 863.094,193.237 864.014,196.675 864.934,199.56 865.854,215.994 866.774,196.879 \n",
       "  867.694,192.199 868.614,201.539 869.534,198.43 870.454,190.7 871.374,189.078 872.294,187.644 873.213,190.928 874.133,196.977 875.053,195.189 875.973,199.549 \n",
       "  876.893,188.419 877.813,202.373 878.733,204.936 879.653,200.002 880.573,202.294 881.493,210.663 882.413,207.931 883.333,206.422 884.253,213.85 885.173,211.931 \n",
       "  886.093,197.696 887.013,201.066 887.933,199.668 888.853,213.272 889.773,195.537 890.693,214.825 891.613,191.819 892.533,196.023 893.453,207.169 894.373,186.475 \n",
       "  895.293,198.586 896.213,197.917 897.133,201.66 898.053,200.589 898.973,208.997 899.893,213.973 900.813,224.912 901.733,219.404 902.653,212.946 903.573,202.815 \n",
       "  904.493,229.126 905.413,230.183 906.333,214.568 907.253,228.88 908.173,230.845 909.093,230.542 910.013,230.026 910.933,223.826 911.853,229.517 912.773,225.758 \n",
       "  913.693,212.523 914.613,221.414 915.533,227.388 916.452,237.931 917.372,240.771 918.292,226.998 919.212,237.569 920.132,230.956 921.052,234.772 921.972,219.282 \n",
       "  922.892,222.21 923.812,221.394 924.732,232.722 925.652,232.917 926.572,230.793 927.492,234.189 928.412,234.918 929.332,232.678 930.252,237.022 931.172,231.949 \n",
       "  932.092,236.348 933.012,253.323 933.932,238.465 934.852,232.469 935.772,240.089 936.692,234.358 937.612,241.361 938.532,232.518 939.452,235.739 940.372,233.542 \n",
       "  941.292,232.914 942.212,230.386 943.132,233.72 944.052,232.296 944.972,235.982 945.892,232.262 946.812,244.492 947.732,224.095 948.652,229.617 949.572,240.065 \n",
       "  950.492,242.203 951.412,229.53 952.332,246.659 953.252,250.243 954.172,238.627 955.092,239.907 956.012,245.287 956.932,249.045 957.852,250.761 958.772,245.27 \n",
       "  959.691,242.508 960.611,249.956 961.531,249.551 962.451,247.983 963.371,247.53 964.291,246.281 965.211,253.185 966.131,237.127 967.051,239.784 967.971,251.688 \n",
       "  968.891,245.505 969.811,259.563 970.731,253.246 971.651,264.023 972.571,253.267 973.491,248.232 974.411,254.756 975.331,252.078 976.251,248.46 977.171,237.826 \n",
       "  978.091,242.981 979.011,256.591 979.931,247.681 980.851,266.252 981.771,245.092 982.691,264.034 983.611,254.981 984.531,255.436 985.451,246.276 986.371,239.376 \n",
       "  987.291,234.621 988.211,244.23 989.131,238.13 990.051,248.25 990.971,241.404 991.891,237.999 992.811,247.711 993.731,234.389 994.651,247.37 995.571,242.825 \n",
       "  996.491,243.16 997.411,237.872 998.331,235.348 999.251,242.387 1000.17,248.967 1001.09,245.045 1002.01,230.948 1002.93,233.16 1003.85,261.967 1004.77,246.508 \n",
       "  1005.69,242.985 1006.61,246.96 1007.53,244.809 1008.45,237.048 1009.37,235.028 1010.29,237.786 1011.21,231.057 1012.13,226.782 1013.05,236.303 1013.97,227.19 \n",
       "  1014.89,227.522 1015.81,213.903 1016.73,228.877 1017.65,229.134 1018.57,229.202 1019.49,241.193 1020.41,246.697 1021.33,248.049 1022.25,240.309 1023.17,246.677 \n",
       "  1024.09,237.064 1025.01,247.182 1025.93,236.814 1026.85,232.696 1027.77,233.902 1028.69,238.139 1029.61,253.368 1030.53,231.423 1031.45,249.949 1032.37,240.01 \n",
       "  1033.29,237.063 1034.21,255.822 1035.13,249.475 1036.05,246.288 1036.97,246.837 1037.89,256.33 1038.81,263.045 1039.73,247.151 1040.65,245.805 1041.57,236.815 \n",
       "  1042.49,253.309 1043.41,250.311 1044.33,249.312 1045.25,256.951 1046.17,245.511 1047.09,253.829 1048.01,248.979 1048.93,231.284 1049.85,263.589 1050.77,255.965 \n",
       "  1051.69,247.771 1052.61,258.119 1053.53,253.955 1054.45,255.078 1055.37,246.048 1056.29,250.552 1057.21,254.999 1058.13,257.569 1059.05,252.559 1059.97,267.635 \n",
       "  1060.89,263.949 1061.81,256.817 1062.73,264.341 1063.65,280.492 1064.57,279.82 1065.49,280.825 1066.41,274.542 1067.33,266.889 1068.25,265.053 1069.17,266.724 \n",
       "  1070.09,265.138 1071.01,280.233 1071.93,263.704 1072.85,268.665 1073.77,264.818 1074.69,271.605 1075.61,264.135 1076.53,261.935 1077.45,281.926 1078.37,276.832 \n",
       "  1079.29,280.755 1080.21,268.97 1081.13,264.934 1082.05,283.671 1082.97,285.106 1083.89,276.901 1084.81,284.551 1085.73,274.914 1086.65,271.057 1087.57,270.896 \n",
       "  1088.49,277.502 1089.41,266.197 1090.33,286.581 1091.25,270.095 1092.17,271.548 1093.09,272.382 1094.01,271.174 1094.93,265.803 1095.85,263.64 1096.77,262.078 \n",
       "  1097.69,265.355 1098.61,257.071 1099.53,262.993 1100.45,268.6 1101.37,278.802 1102.29,258.785 1103.21,257.695 1104.13,268.17 1105.05,262.257 1105.97,271.156 \n",
       "  1106.89,275.806 1107.81,269.687 1108.73,260.31 1109.65,266.722 1110.57,259.67 1111.49,258.366 1112.41,252.849 1113.33,273.183 1114.25,261.62 1115.17,253.184 \n",
       "  1116.09,254.859 1117.01,259.992 1117.93,257.231 1118.85,253.503 1119.77,249.159 1120.69,260.194 1121.61,256.934 1122.53,244.643 1123.45,253.703 1124.37,241.923 \n",
       "  1125.29,250.933 1126.21,247.329 1127.13,235.635 1128.05,253.283 1128.97,255.642 1129.89,247.89 1130.81,254.21 1131.73,247.499 1132.65,249.031 1133.57,253.699 \n",
       "  1134.49,249.083 1135.41,251.222 1136.33,242.895 1137.25,250.025 1138.17,241.919 1139.09,253.339 1140.01,236.925 1140.93,255.359 1141.85,237.863 1142.77,250.191 \n",
       "  1143.69,248.182 1144.61,240.58 1145.53,251.519 1146.45,253.854 1147.37,231.5 1148.29,233.46 1149.21,231.114 1150.13,237.259 1151.05,235.583 1151.97,235.208 \n",
       "  1152.89,235.414 1153.81,238.264 1154.73,243.388 1155.65,251.663 1156.57,241.828 1157.49,230.48 1158.41,242.701 1159.33,231.608 1160.25,235.766 1161.17,248.768 \n",
       "  1162.09,235.679 1163.01,249.325 1163.93,245.506 1164.85,253.86 1165.77,248.209 1166.69,245.502 1167.61,246.261 1168.53,249.261 1169.45,243.225 1170.37,249.281 \n",
       "  1171.29,248.904 1172.21,257.904 1173.13,242.551 1174.05,254.681 1174.97,254.184 1175.89,253.571 1176.81,255.319 1177.73,257.044 1178.65,257.482 1179.57,245.692 \n",
       "  1180.49,253.211 1181.41,232.679 1182.33,238.835 1183.25,232.703 1184.17,245.582 1185.09,235.667 1186.01,235.189 1186.93,227.611 1187.85,235.728 1188.77,252.584 \n",
       "  1189.69,233.452 1190.61,234.299 1191.53,238.795 1192.45,244.329 1193.37,243.347 1194.29,235.386 1195.21,249.284 1196.13,240.774 1197.05,255.838 1197.97,238.735 \n",
       "  1198.89,246.305 1199.81,247.489 1200.73,241.656 1201.65,237.985 1202.57,240.572 1203.49,242.857 1204.41,245.189 1205.33,239.756 1206.25,230.713 1207.17,238.914 \n",
       "  1208.09,232.096 1209.01,241.353 1209.93,250.179 1210.85,240.776 1211.77,239.382 1212.69,234.657 1213.61,253.957 1214.53,242.454 1215.45,250.722 1216.37,238.628 \n",
       "  1217.29,245.602 1218.21,241.812 1219.13,236.176 1220.05,241.666 1220.97,222.014 1221.89,235.837 1222.81,247.496 1223.73,225.148 1224.65,231.714 1225.57,231.596 \n",
       "  1226.49,238.841 1227.41,241.437 1228.33,241.941 1229.25,236.538 1230.17,238.645 1231.09,229.798 1232.01,229.969 1232.93,240.403 1233.85,236.648 1234.77,221.518 \n",
       "  1235.69,229.456 1236.61,220.922 1237.53,222.582 1238.45,232.899 1239.36,229.204 1240.28,228.776 1241.2,227.702 1242.12,240.469 1243.04,223.508 1243.96,226.451 \n",
       "  1244.88,239.968 1245.8,230.091 1246.72,222.864 1247.64,228.28 1248.56,244.319 1249.48,231.22 1250.4,253.526 1251.32,233.791 1252.24,235.552 1253.16,255.04 \n",
       "  1254.08,231.68 1255,227.675 1255.92,247.551 1256.84,242.39 1257.76,233.468 1258.68,251.271 1259.6,243.735 1260.52,241.526 1261.44,249.76 1262.36,233.127 \n",
       "  1263.28,235.024 1264.2,237.346 1265.12,227.81 1266.04,222.977 1266.96,231.773 1267.88,223.131 1268.8,241.556 1269.72,239.979 1270.64,229.221 1271.56,227.838 \n",
       "  1272.48,226.773 1273.4,237.375 1274.32,250.255 1275.24,231.504 1276.16,217.216 1277.08,237.199 1278,232.993 1278.92,235.32 1279.84,224.066 1280.76,230.155 \n",
       "  1281.68,230.303 1282.6,228.719 1283.52,237.16 1284.44,223.687 1285.36,236.605 1286.28,235.74 1287.2,237.509 1288.12,235.013 1289.04,244.131 1289.96,252.807 \n",
       "  1290.88,240.906 1291.8,244.767 1292.72,245.229 1293.64,242.786 1294.56,253.738 1295.48,260.55 1296.4,258.74 1297.32,253.205 1298.24,255.14 1299.16,263.029 \n",
       "  1300.08,269.885 1301,251.554 1301.92,262.746 1302.84,261.714 1303.76,259.32 1304.68,251.269 1305.6,256.545 1306.52,263.867 1307.44,254.755 1308.36,256.122 \n",
       "  1309.28,255.55 1310.2,259.226 1311.12,267.369 1312.04,265.451 1312.96,266.961 1313.88,256.326 1314.8,272.623 1315.72,257.893 1316.64,277.953 1317.56,272.919 \n",
       "  1318.48,270.975 1319.4,259.742 1320.32,264.158 1321.24,276.304 1322.16,276.564 1323.08,275.71 1324,268.912 1324.92,270.722 1325.84,276.939 1326.76,280.582 \n",
       "  1327.68,282.831 1328.6,270.584 1329.52,275.892 1330.44,270.468 1331.36,266.628 1332.28,267.291 1333.2,269.847 1334.12,255.365 1335.04,271.127 1335.96,274.832 \n",
       "  1336.88,260.634 1337.8,270.142 1338.72,263.639 1339.64,267.032 1340.56,271.457 1341.48,273.854 1342.4,266.086 1343.32,247.576 1344.24,241.63 1345.16,260.43 \n",
       "  1346.08,248.905 1347,253.067 1347.92,276.706 1348.84,290.006 1349.76,298.086 1350.68,306.897 1351.6,328.071 1352.52,335.091 1353.44,358.411 1354.36,353.604 \n",
       "  1355.28,375.339 1356.2,225.317 1357.12,250.802 1358.04,270.728 1358.96,284.417 1359.88,292.138 1360.8,309.272 1361.72,315.015 1362.64,342.145 1363.56,350.579 \n",
       "  1364.48,364.239 1365.4,253.463 1366.32,257.863 1367.24,266.821 1368.16,289.391 1369.08,303.036 1370,318.146 1370.92,322.437 1371.84,336.291 1372.76,351.405 \n",
       "  1373.68,357.274 1374.6,238.155 1375.52,251.173 1376.44,268.183 1377.36,272.264 1378.28,309.597 1379.2,308.335 1380.12,327.894 1381.04,328.572 1381.96,345.234 \n",
       "  1382.88,353.497 1383.8,265.42 1384.72,274.553 1385.64,289.516 1386.56,306.415 1387.48,313.251 1388.4,330.881 1389.32,334.842 1390.24,349.753 1391.16,353.092 \n",
       "  1392.08,378.963 1393,266.454 1393.92,269.722 1394.84,283.669 1395.76,298.568 1396.68,325.395 1397.6,329.895 1398.52,333.921 1399.44,356.267 1400.36,373.143 \n",
       "  1401.28,381.229 1402.2,265.002 1403.12,286.423 1404.04,305.3 1404.96,320.464 1405.88,310.015 1406.8,328.179 1407.72,344.571 1408.64,378.738 1409.56,375.986 \n",
       "  1410.48,388.821 1411.4,273.88 1412.32,304.58 1413.24,307.639 1414.16,334.421 1415.08,325.611 1416,347.967 1416.92,375.992 1417.84,374.465 1418.76,396.594 \n",
       "  1419.68,410.499 1420.6,292.559 1421.52,296.333 1422.44,310.371 1423.36,322.375 1424.28,320.848 1425.2,344.258 1426.12,365.6 1427.04,380.276 1427.96,387.208 \n",
       "  1428.88,402.16 1429.8,280.919 1430.72,290.53 1431.64,311.154 1432.56,320.261 1433.48,332.43 1434.4,350.596 1435.32,360.184 1436.24,375.31 1437.16,387.752 \n",
       "  1438.08,396.118 1439,305.104 1439.92,315.333 1440.84,325.839 1441.76,337.271 1442.68,353.369 1443.6,354.451 1444.52,369.878 1445.44,396.505 1446.36,409.355 \n",
       "  1447.28,405.003 1448.2,295.477 1449.12,311.508 1450.04,332.551 1450.96,345.603 1451.88,356.508 1452.8,375.086 1453.72,377.572 1454.64,402.451 1455.56,402.299 \n",
       "  1456.48,424.889 1457.4,305.198 1458.32,320.142 1459.24,325.215 1460.16,345.954 1461.08,364.035 1462,362.499 1462.92,386.12 1463.84,402.297 1464.76,410.089 \n",
       "  1465.68,419.208 1466.6,309.081 1467.52,318.614 1468.44,339.855 1469.36,349.813 1470.28,351.675 1471.2,375.438 1472.12,392.055 1473.04,406.176 1473.96,417.435 \n",
       "  1474.88,431.017 1475.8,310.436 1476.72,320.842 1477.64,330.084 1478.56,349.718 1479.48,353.481 1480.4,372.49 1481.32,394.674 1482.24,401.514 1483.16,424.541 \n",
       "  1484.08,426.144 1485,318.452 1485.92,319.974 1486.84,335.482 1487.76,363.153 1488.68,362.471 1489.6,377.037 1490.52,390.601 1491.44,414.854 1492.36,428.7 \n",
       "  1493.28,439.115 1494.2,311.621 1495.12,329.615 1496.04,340.377 1496.96,350.573 1497.88,363.383 1498.8,377.726 1499.72,372.633 1500.64,410.785 1501.56,435.007 \n",
       "  1502.48,422.456 1503.4,319.026 1504.32,339.702 1505.24,343.416 1506.16,357.018 1507.08,379.505 1508,386.29 1508.92,394.222 1509.84,405.864 1510.76,411.314 \n",
       "  1511.68,440.363 1512.6,322.102 1513.52,342.179 1514.44,358.18 1515.36,373.17 1516.28,382.314 1517.2,398.669 1518.12,396.322 1519.04,416.177 1519.96,416.924 \n",
       "  1520.88,439.391 1521.8,320.941 1522.72,339.673 1523.64,341.578 1524.56,363.296 1525.48,380.601 1526.4,393.75 1527.32,395.74 1528.24,407.718 1529.16,427.377 \n",
       "  1530.08,442.309 1531,339.258 1531.92,340.613 1532.84,358.883 1533.76,368.749 1534.68,380.354 1535.6,400.59 1536.52,403.847 1537.44,429.835 1538.36,433.855 \n",
       "  1539.28,453.92 1540.2,339.523 1541.12,352.14 1542.04,362.434 1542.96,384.262 1543.88,385.461 1544.8,404.843 1545.72,418.229 1546.64,430.882 1547.56,443.737 \n",
       "  1548.48,462.615 1549.4,349.392 1550.32,365.218 1551.24,378.555 1552.16,389.361 1553.08,391.937 1554,414.815 1554.92,435.274 1555.84,443.517 1556.76,451.409 \n",
       "  1557.68,456.962 1558.6,343.568 1559.52,352.265 1560.44,367.375 1561.36,388.108 1562.28,392.23 1563.2,411.398 1564.12,423.049 1565.04,428.432 1565.96,457.597 \n",
       "  1566.88,462.252 1567.8,356.685 1568.72,374.075 1569.64,375.986 1570.56,401.492 1571.48,410.567 1572.4,420.062 1573.32,435.054 1574.24,446.98 1575.16,461.88 \n",
       "  1576.08,474.731 1577,357.016 1577.92,375.394 1578.84,397.523 1579.76,405.438 1580.68,423.458 1581.6,430.42 1582.52,455.289 1583.44,454.82 1584.36,458.287 \n",
       "  1585.28,480.635 1586.2,383.253 1587.12,392.725 1588.04,399.471 1588.96,411.772 1589.88,421.824 1590.8,425.615 1591.72,452.5 1592.64,466.128 1593.56,481.045 \n",
       "  1594.48,480.837 1595.4,382.151 1596.32,397.883 1597.24,414.297 1598.16,425.38 1599.08,430.647 1600,439.942 1600.92,466.455 1601.84,473.383 1602.76,485.267 \n",
       "  1603.68,498.964 1604.6,394.12 1605.52,401.221 1606.44,413.499 1607.36,440.751 1608.28,447.938 1609.2,454.027 1610.12,465.74 1611.04,483.63 1611.96,490.372 \n",
       "  1612.88,506.625 1613.8,420.552 1614.72,429.625 1615.64,440.599 1616.56,446.548 1617.48,456.98 1618.4,478.125 1619.32,483.797 1620.24,485.861 1621.16,507.346 \n",
       "  1622.08,513.16 1623,414.194 1623.92,422.407 1624.84,431.601 1625.76,450.361 1626.68,463.681 1627.6,477.834 1628.52,484.824 1629.44,501.054 1630.36,515.512 \n",
       "  1631.28,529.975 1632.2,428.772 1633.12,441.45 1634.04,442.411 1634.96,466.596 1635.88,473.048 1636.8,477.095 1637.72,485.436 1638.64,505.599 1639.56,522.775 \n",
       "  1640.48,527.556 1641.4,434.614 1642.32,434.077 1643.24,461.895 1644.16,458.025 1645.08,460.907 1646,476.046 1646.92,498.438 1647.84,491.71 1648.76,512.686 \n",
       "  1649.68,523.076 1650.6,424.441 1651.52,420.393 1652.44,456.145 1653.36,466.274 1654.28,471.773 1655.2,489.379 1656.12,496.915 1657.04,515.153 1657.96,531.64 \n",
       "  1658.88,531.033 1659.8,426.415 1660.72,444.201 1661.64,451.583 1662.56,455.69 1663.48,471.342 1664.4,479.426 1665.32,496.19 1666.24,504.58 1667.16,514.232 \n",
       "  1668.08,529.3 1668.99,443.36 1669.91,442.568 1670.83,469.628 1671.75,477.088 1672.67,484.753 1673.59,505.281 1674.51,520.461 1675.43,521.899 1676.35,529.88 \n",
       "  1677.27,550.009 1678.19,449.903 1679.11,459.933 1680.03,459.507 1680.95,471.004 1681.87,487.351 1682.79,492.813 1683.71,513.922 1684.63,526.198 1685.55,531.541 \n",
       "  1686.47,540.451 1687.39,439.172 1688.31,444.718 1689.23,464.683 1690.15,464.805 1691.07,478.467 1691.99,486.509 1692.91,504.707 1693.83,524.635 1694.75,530.397 \n",
       "  1695.67,532.261 1696.59,442.697 1697.51,455.324 1698.43,471.748 1699.35,483.242 1700.27,494.32 1701.19,506.695 1702.11,511.95 1703.03,521.03 1703.95,543.063 \n",
       "  1704.87,545.091 1705.79,446.503 1706.71,450.767 1707.63,466.35 1708.55,479.49 1709.47,496.861 1710.39,508.457 1711.31,512.275 1712.23,526.759 1713.15,530.467 \n",
       "  1714.07,543.101 1714.99,448.841 1715.91,454.541 1716.83,470.947 1717.75,484.728 1718.67,483.651 1719.59,512.226 1720.51,517.342 1721.43,527.02 1722.35,543.185 \n",
       "  1723.27,546.57 1724.19,436.678 1725.11,447.557 1726.03,461.683 1726.95,470.812 1727.87,474.465 1728.79,487.794 1729.71,508.865 1730.63,515.395 1731.55,523.419 \n",
       "  1732.47,532.449 1733.39,440.92 1734.31,456.051 1735.23,459.339 1736.15,474.12 1737.07,490.628 1737.99,502.732 1738.91,514.781 1739.83,519.884 1740.75,534.148 \n",
       "  1741.67,542.732 1742.59,442.606 1743.51,456.127 1744.43,458.171 1745.35,473.055 1746.27,493.958 1747.19,510.3 1748.11,517.973 1749.03,515.024 1749.95,536.815 \n",
       "  1750.87,539.776 1751.79,453.98 1752.71,457.321 1753.63,478.527 1754.55,481.673 1755.47,494.016 1756.39,510.261 1757.31,524.822 1758.23,531.817 1759.15,548.517 \n",
       "  1760.07,559.776 1760.99,468.517 1761.91,473.958 1762.83,484.635 1763.75,491.893 1764.67,508.983 1765.59,517.699 1766.51,536.705 1767.43,543.935 1768.35,554.526 \n",
       "  1769.27,560.791 1770.19,475.898 1771.11,481.272 1772.03,493.268 1772.95,511.813 1773.87,523.046 1774.79,534.199 1775.71,546.329 1776.63,558.042 1777.55,564.65 \n",
       "  1778.47,562.482 1779.39,480.933 1780.31,487.621 1781.23,494.877 1782.15,514.713 1783.07,525.953 1783.99,523.431 1784.91,544.76 1785.83,549.502 1786.75,564.897 \n",
       "  1787.67,578.607 1788.59,487.414 1789.51,481.5 1790.43,504.962 1791.35,521.328 1792.27,522.632 1793.19,529.992 1794.11,538.775 1795.03,551.469 1795.95,553.426 \n",
       "  1796.87,577.875 1797.79,482.287 1798.71,492.262 1799.63,501.33 1800.55,513.695 1801.47,518.942 1802.39,532.034 1803.31,550.464 1804.23,558.622 1805.15,580.042 \n",
       "  1806.07,578.378 1806.99,494.351 1807.91,502.964 1808.83,515.074 1809.75,525.332 1810.67,530.152 1811.59,550.383 1812.51,546.963 1813.43,571.471 1814.35,579.654 \n",
       "  1815.27,590.044 1816.19,501.369 1817.11,504.799 1818.03,519.912 1818.95,536.327 1819.87,542.848 1820.79,545.615 1821.71,558.471 1822.63,571.993 1823.55,573.434 \n",
       "  1824.47,591.992 1825.39,514.95 1826.31,516.309 1827.23,534.352 1828.15,546.049 1829.07,553.62 1829.99,570.641 1830.91,567.618 1831.83,583.941 1832.75,601.619 \n",
       "  1833.67,601.141 1834.59,508.15 1835.51,514.986 1836.43,534.464 1837.35,551.857 1838.27,557.219 1839.19,565.219 1840.11,572.152 1841.03,586.598 1841.95,603.121 \n",
       "  1842.87,606.774 1843.79,520.247 1844.71,546.284 1845.63,548.478 1846.55,560.117 1847.47,569.765 1848.39,570.201 1849.31,588.767 1850.23,584.429 1851.15,598.246 \n",
       "  1852.07,611.238 1852.99,524.216 1853.91,538.824 1854.83,537.634 1855.75,557.346 1856.67,568.97 1857.59,575.865 1858.51,582.548 1859.43,603.994 1860.35,603.98 \n",
       "  1861.27,609.313 1862.19,532.134 1863.11,532.858 1864.03,545.116 1864.95,554.438 1865.87,568.565 1866.79,570.939 1867.71,582.441 1868.63,601.037 1869.55,608.628 \n",
       "  1870.47,617.473 1871.39,540.532 1872.31,557.481 1873.23,554.098 1874.15,568.803 1875.07,571.492 1875.99,582.614 1876.91,609.306 1877.83,617.041 1878.75,619.502 \n",
       "  1879.67,636.136 1880.59,548.032 1881.51,550.912 1882.43,562.841 1883.35,576.723 1884.27,587.075 1885.19,592.324 1886.11,606.337 1887.03,618.701 1887.95,630.588 \n",
       "  1888.87,642.76 1889.79,552.546 1890.71,558.601 1891.63,571.229 1892.55,580.012 1893.47,590.711 1894.39,604.02 1895.31,609.31 1896.23,632.007 1897.15,633.757 \n",
       "  1898.07,639.894 1898.99,569.666 1899.91,576.897 1900.83,576.985 1901.75,589.988 1902.67,608.759 1903.59,618.751 1904.51,624.786 1905.43,626.611 1906.35,646.938 \n",
       "  1907.27,652.218 1908.19,565.402 1909.11,577.863 1910.03,589.646 1910.95,597.135 1911.87,607.667 1912.79,620.118 1913.71,635.716 1914.63,641.413 1915.55,646.794 \n",
       "  1916.47,656.343 1917.39,579.753 1918.31,584.198 1919.23,593.123 1920.15,595.244 1921.07,609.859 1921.99,613.349 1922.91,628.247 1923.83,639.453 1924.75,648.187 \n",
       "  1925.67,655.13 1926.59,584.252 1927.51,591.048 1928.43,601.77 1929.35,614.014 1930.27,625.211 1931.19,632.145 1932.11,642.16 1933.03,656.576 1933.95,675.613 \n",
       "  1934.87,684.246 1935.79,597.742 1936.71,602.634 1937.63,616.1 1938.55,618.36 1939.47,628.477 1940.39,645.519 1941.31,644.542 1942.23,665.841 1943.15,659.274 \n",
       "  1944.07,676.922 1944.99,595.773 1945.91,603.156 1946.83,615.561 1947.75,625.142 1948.67,632.202 1949.59,649.313 1950.51,658.638 1951.43,656.157 1952.35,674.128 \n",
       "  1953.27,684.83 1954.19,597.841 1955.11,602.689 1956.03,615.231 1956.95,628.36 1957.87,627.384 1958.79,655.105 1959.71,653.529 1960.63,662.622 1961.55,666.021 \n",
       "  1962.47,679.496 1963.39,601.681 1964.31,625.687 1965.23,624.884 1966.15,641.16 1967.07,655.286 1967.99,655.713 1968.91,667.007 1969.83,675.77 1970.75,684.048 \n",
       "  1971.67,692.352 1972.59,606.154 1973.51,621.486 1974.43,626.071 1975.35,639.473 1976.27,644.365 1977.19,650.505 1978.11,663.242 1979.03,672.587 1979.95,686.567 \n",
       "  1980.87,693.301 1981.79,611.827 1982.71,627.208 1983.63,638.507 1984.55,636.975 1985.47,650.539 1986.39,666.247 1987.31,669.246 1988.23,679.82 1989.15,696.74 \n",
       "  1990.07,698.336 1990.99,619.228 1991.91,634.9 1992.83,649.173 1993.75,656.424 1994.67,666.94 1995.59,672.979 1996.51,672.695 1997.43,694.865 1998.35,702.521 \n",
       "  1999.27,705.771 2000.19,626.325 2001.11,643.775 2002.03,640.381 2002.95,659.049 2003.87,671.511 2004.79,681.152 2005.71,684.401 2006.63,697.515 2007.55,708.352 \n",
       "  2008.47,719.758 2009.39,623.291 2010.31,640.849 2011.23,643.377 2012.15,661.678 2013.07,666.478 2013.99,678.188 2014.91,683.138 2015.83,692.644 2016.75,700.888 \n",
       "  2017.67,712.062 2018.59,646.584 2019.51,651.636 2020.43,661.076 2021.35,663.307 2022.27,671.918 2023.19,686.905 2024.11,692.258 2025.03,708.352 2025.95,710.348 \n",
       "  2026.87,720.894 2027.79,641.088 2028.71,654.221 2029.63,665.005 2030.55,669.661 2031.47,684.907 2032.39,691.936 2033.31,707.238 2034.23,699.77 2035.15,724.328 \n",
       "  2036.07,734.095 2036.99,651.282 2037.91,667.366 2038.83,673.334 2039.75,684.35 2040.67,692.052 2041.59,698.828 2042.51,711.166 2043.43,719.038 2044.35,720.736 \n",
       "  2045.27,737.062 2046.19,668.672 2047.11,662.041 2048.03,677.103 2048.95,686.485 2049.87,689.333 2050.79,700.818 2051.71,713.228 2052.63,722.775 2053.55,734.071 \n",
       "  2054.47,741.596 2055.39,670.714 2056.31,673.722 2057.23,691.593 2058.15,702.038 2059.07,704.983 2059.99,712.226 2060.91,720.429 2061.83,731.815 2062.75,738.335 \n",
       "  2063.67,743.851 2064.59,670.298 2065.51,681.636 2066.43,689.215 2067.35,700.584 2068.27,707.684 2069.19,715.169 2070.11,725.593 2071.03,727.492 2071.95,739.612 \n",
       "  2072.87,750.279 2073.79,672.744 2074.71,679.764 2075.63,706.427 2076.55,707.169 2077.47,711.229 2078.39,720.243 2079.31,729.621 2080.23,741.021 2081.15,741.811 \n",
       "  2082.07,759.551 2082.99,696.469 2083.91,702.448 2084.83,706.033 2085.75,713.895 2086.67,731.651 2087.59,738.235 2088.51,739.572 2089.43,751.235 2090.35,762.806 \n",
       "  2091.27,773.267 2092.19,696.242 2093.11,706.385 2094.03,713.11 2094.95,723.329 2095.87,731.367 2096.79,741.755 2097.71,750.045 2098.63,755.608 2099.54,768.002 \n",
       "  2100.46,774.786 2101.38,711.372 2102.3,711.115 2103.22,719.326 2104.14,737.633 2105.06,743.806 2105.98,754.837 2106.9,760.765 2107.82,769.134 2108.74,774.191 \n",
       "  2109.66,785.749 2110.58,719.966 2111.5,723.854 2112.42,737.187 2113.34,743.736 2114.26,757.981 2115.18,759.218 2116.1,772.07 2117.02,776.638 2117.94,786.214 \n",
       "  2118.86,797.35 2119.78,731.682 2120.7,732.978 2121.62,741.281 2122.54,758.385 2123.46,763.995 2124.38,767.664 2125.3,775.997 2126.22,782.114 2127.14,794.05 \n",
       "  2128.06,803.065 2128.98,731.34 2129.9,745.843 2130.82,752.939 2131.74,758.858 2132.66,769.922 2133.58,779.774 2134.5,790.172 2135.42,790.527 2136.34,799.631 \n",
       "  2137.26,808.2 2138.18,742.731 2139.1,745.292 2140.02,759.066 2140.94,764.665 2141.86,771.818 2142.78,780.409 2143.7,789.359 2144.62,796.711 2145.54,800.444 \n",
       "  2146.46,818.739 2147.38,745.484 2148.3,750.761 2149.22,762.738 2150.14,772.221 2151.06,778.231 2151.98,789.69 2152.9,799.977 2153.82,797.874 2154.74,817.057 \n",
       "  2155.66,815.987 2156.58,747.801 2157.5,755.182 2158.42,764.84 2159.34,770.756 2160.26,781.839 2161.18,789.593 2162.1,797.698 2163.02,803.165 2163.94,814.852 \n",
       "  2164.86,818.324 2165.78,761.583 2166.7,769.652 2167.62,768.536 2168.54,780.278 2169.46,790.187 2170.38,797.646 2171.3,812.462 2172.22,813.017 2173.14,817.591 \n",
       "  2174.06,823.749 2174.98,760.021 2175.9,773.698 2176.82,784.178 2177.74,786.068 2178.66,798.561 2179.58,797.862 2180.5,805.583 2181.42,813.759 2182.34,826.834 \n",
       "  2183.26,831.559 2184.18,764.222 2185.1,771.133 2186.02,774.725 2186.94,786.021 2187.86,794.332 2188.78,800.804 2189.7,803.539 2190.62,811.836 2191.54,818.731 \n",
       "  2192.46,832.674 2193.38,765.57 2194.3,768.964 2195.22,780.364 2196.14,791.433 2197.06,789.006 2197.98,804.615 2198.9,812.981 2199.82,817.449 2200.74,828.406 \n",
       "  2201.66,830.368 2202.58,763.445 2203.5,779.42 2204.42,781.47 2205.34,786.68 2206.26,796.529 2207.18,806.99 2208.1,811.007 2209.02,819.705 2209.94,829.411 \n",
       "  2210.86,831.017 2211.78,773.146 2212.7,780.625 2213.62,783.171 2214.54,788.829 2215.46,804.317 2216.38,807.165 2217.3,814.852 2218.22,827.124 2219.14,829.409 \n",
       "  2220.06,842.59 2220.98,773.671 2221.9,787.573 2222.82,793.392 2223.74,801.37 2224.66,811.158 2225.58,815.943 2226.5,827.428 2227.42,833.875 2228.34,835.992 \n",
       "  2229.26,844.289 2230.18,778.857 2231.1,781.632 2232.02,793.986 2232.94,797.144 2233.86,802.644 2234.78,818.034 2235.7,824.07 2236.62,824.464 2237.54,833.603 \n",
       "  2238.46,839.496 2239.38,778.273 2240.3,784.48 2241.22,792.941 2242.14,799.573 2243.06,803.72 2243.98,813.011 2244.9,815.113 2245.82,829.517 2246.74,838.496 \n",
       "  2247.66,845.214 2248.58,784.903 2249.5,795.204 2250.42,797.449 2251.34,806.15 2252.26,811.542 2253.18,815.293 2254.1,827.03 2255.02,839.009 2255.94,839.995 \n",
       "  2256.86,846.849 2257.78,790.667 2258.7,793.336 2259.62,804.193 2260.54,810.676 2261.46,816.055 2262.38,830.303 2263.3,830.438 2264.22,836.778 2265.14,848.661 \n",
       "  2266.06,859.352 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip6100)\" points=\"\n",
       "1752.47,312.204 2249.26,312.204 2249.26,130.764 1752.47,130.764 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1752.47,312.204 2249.26,312.204 2249.26,130.764 1752.47,130.764 1752.47,312.204 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1776.47,191.244 1920.47,191.244 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 1944.47, 208.744)\" x=\"1944.47\" y=\"208.744\">Bad Agents</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip6100)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1776.47,251.724 1920.47,251.724 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip6100)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 1944.47, 269.224)\" x=\"1944.47\" y=\"269.224\">Good Users</text>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "println(\"Total Payment of Bad Agents: \", sum(payA));\n",
    "println(\"Total Payment of Good Users: \", sum(payU));\n",
    "\n",
    "plot(payA, label = \"Bad Agents\");\n",
    "plot!(payU, label = \"Good Users\");\n",
    "xlabel!(\"Block\");\n",
    "ylabel!(\"Total Payment\")"
   ]
  }
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