Lecture 3b -- AD in 10 minutes.ipynb

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     "text": [
      "\u001b[32m\u001b[1m  Updating\u001b[22m\u001b[39m registry at `~/.julia/registries/General`\n",
      "\u001b[32m\u001b[1m  Updating\u001b[22m\u001b[39m git-repo `https://github.com/JuliaRegistries/General.git`\n",
      "\u001b[?25l\u001b[2K\u001b[?25h"
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   ],
   "source": [
    "using Pkg\n",
    "Pkg.activate(\"envs/ad\")\n",
    "Pkg.instantiate()"
   ]
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Follow the video on https://www.youtube.com/watch?v=vAp6nUMrKYg."
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  {
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   "source": [
    "# Autodiff:  <br> Calculus  from another angle \n",
    "(and the special role played by Julia's multiple dispatch and compiler technology)\n",
    "\n",
    "\n",
    "   At the heart of modern machine learning, so popular in (2019),  is an optimization\n",
    "problem.  Optimization means gradients, so suddenly differentiation, especially automatic differentiation, is exciting.\n",
    "\n",
    "\n",
    "  The first time one  hears about automatic differentiation, it is easy to imagine what it is.  Surely it is  straightforward symbolic differentiation applied to code.  One imagines   automatically doing what is  learned  in a calculus class. \n",
    "  .... and anyway if it is not that, then it must be finite differences, like one learns in a numerical computing class."
   ]
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  {
   "cell_type": "markdown",
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   "source": [
    "## Babylonian sqrt\n",
    "\n",
    "We start with a simple example, the computation of sqrt(x), where  how autodiff works comes as both a mathematical surprise, and a computing wonder.  The example is  the Babylonian algorithm, known to mankind for millenia, to compute sqrt(x):  \n",
    "\n",
    "\n",
    " > Repeat $ t \\leftarrow  (t+x/t) / 2 $ until $t$ converges to $\\sqrt{x}$.\n",
    " \n",
    " Each iteration has one add and two divides. For illustration purposes, 10 iterations suffice."
   ]
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  {
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   "metadata": {},
   "outputs": [
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      "text/plain": [
       "Babylonian (generic function with 1 method)"
      ]
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     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "function Babylonian(x; N = 10) \n",
    "    t = (1+x)/2\n",
    "    for i = 2:N; t=(t + x/t)/2  end    \n",
    "    t\n",
    "end"
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Check that it works:"
   ]
  },
  {
   "cell_type": "code",
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   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1.7724538509055159, 1.7724538509055159)"
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     "execution_count": 3,
     "metadata": {},
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   ],
   "source": [
    "α = π\n",
    "Babylonian(α), √α  "
   ]
  },
  {
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   "metadata": {},
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       "(1.414213562373095, 1.4142135623730951)"
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     "execution_count": 4,
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   ],
   "source": [
    "x=2; Babylonian(x),√x  # Type \\sqrt+<tab> to get the symbol"
   ]
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  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Plots.GRBackend()"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "gr()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
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       "  309.608,1358.63 310.034,1358.37 310.46,1358.11 310.886,1357.85 311.312,1357.59 311.737,1357.34 312.163,1357.08 312.589,1356.82 313.015,1356.56 313.441,1356.31 \n",
       "  313.867,1356.05 314.293,1355.79 314.719,1355.53 315.145,1355.28 315.571,1355.02 315.997,1354.76 316.423,1354.5 316.849,1354.24 317.274,1353.99 317.7,1353.73 \n",
       "  318.126,1353.47 318.552,1353.21 318.978,1352.96 319.404,1352.7 319.83,1352.44 320.256,1352.18 320.682,1351.93 321.108,1351.67 321.534,1351.41 321.96,1351.15 \n",
       "  322.386,1350.89 322.811,1350.64 323.237,1350.38 323.663,1350.12 324.089,1349.86 324.515,1349.61 324.941,1349.35 325.367,1349.09 325.793,1348.83 326.219,1348.58 \n",
       "  326.645,1348.32 327.071,1348.06 327.497,1347.8 327.923,1347.54 328.348,1347.29 328.774,1347.03 329.2,1346.77 329.626,1346.51 330.052,1346.26 330.478,1346 \n",
       "  330.904,1345.74 331.33,1345.48 331.756,1345.23 332.182,1344.97 332.608,1344.71 333.034,1344.45 333.459,1344.19 333.885,1343.94 334.311,1343.68 334.737,1343.42 \n",
       "  335.163,1343.16 335.589,1342.91 336.015,1342.65 336.441,1342.39 336.867,1342.13 337.293,1341.88 337.719,1341.62 338.145,1341.36 338.571,1341.1 338.996,1340.84 \n",
       "  339.422,1340.59 339.848,1340.33 340.274,1340.07 340.7,1339.81 341.126,1339.56 341.552,1339.3 341.978,1339.04 342.404,1338.78 342.83,1338.53 343.256,1338.27 \n",
       "  343.682,1338.01 344.108,1337.75 344.533,1337.49 344.959,1337.24 345.385,1336.98 345.811,1336.72 346.237,1336.46 346.663,1336.21 347.089,1335.95 347.515,1335.69 \n",
       "  347.941,1335.43 348.367,1335.18 348.793,1334.92 349.219,1334.66 349.645,1334.4 350.07,1334.14 350.496,1333.89 350.922,1333.63 351.348,1333.37 351.774,1333.11 \n",
       "  352.2,1332.86 352.626,1332.6 353.052,1332.34 353.478,1332.08 353.904,1331.83 354.33,1331.57 354.756,1331.31 355.182,1331.05 355.607,1330.79 356.033,1330.54 \n",
       "  356.459,1330.28 356.885,1330.02 357.311,1329.76 357.737,1329.51 358.163,1329.25 358.589,1328.99 359.015,1328.73 359.441,1328.48 359.867,1328.22 360.293,1327.96 \n",
       "  360.719,1327.7 361.144,1327.44 361.57,1327.19 361.996,1326.93 362.422,1326.67 362.848,1326.41 363.274,1326.16 363.7,1325.9 364.126,1325.64 364.552,1325.38 \n",
       "  364.978,1325.12 365.404,1324.87 365.83,1324.61 366.255,1324.35 366.681,1324.09 367.107,1323.84 367.533,1323.58 367.959,1323.32 368.385,1323.06 368.811,1322.81 \n",
       "  369.237,1322.55 369.663,1322.29 370.089,1322.03 370.515,1321.77 370.941,1321.52 371.367,1321.26 371.792,1321 372.218,1320.74 372.644,1320.49 373.07,1320.23 \n",
       "  373.496,1319.97 373.922,1319.71 374.348,1319.46 374.774,1319.2 375.2,1318.94 375.626,1318.68 376.052,1318.42 376.478,1318.17 376.904,1317.91 377.329,1317.65 \n",
       "  377.755,1317.39 378.181,1317.14 378.607,1316.88 379.033,1316.62 379.459,1316.36 379.885,1316.11 380.311,1315.85 380.737,1315.59 381.163,1315.33 381.589,1315.07 \n",
       "  382.015,1314.82 382.441,1314.56 382.866,1314.3 383.292,1314.04 383.718,1313.79 384.144,1313.53 384.57,1313.27 384.996,1313.01 385.422,1312.76 385.848,1312.5 \n",
       "  386.274,1312.24 386.7,1311.98 387.126,1311.72 387.552,1311.47 387.978,1311.21 388.403,1310.95 388.829,1310.69 389.255,1310.44 389.681,1310.18 390.107,1309.92 \n",
       "  390.533,1309.66 390.959,1309.41 391.385,1309.15 391.811,1308.89 392.237,1308.63 392.663,1308.37 393.089,1308.12 393.515,1307.86 393.94,1307.6 394.366,1307.34 \n",
       "  394.792,1307.09 395.218,1306.83 395.644,1306.57 396.07,1306.31 396.496,1306.06 396.922,1305.8 397.348,1305.54 397.774,1305.28 398.2,1305.02 398.626,1304.77 \n",
       "  399.051,1304.51 399.477,1304.25 399.903,1303.99 400.329,1303.74 400.755,1303.48 401.181,1303.22 401.607,1302.96 402.033,1302.71 402.459,1302.45 402.885,1302.19 \n",
       "  403.311,1301.93 403.737,1301.67 404.163,1301.42 404.588,1301.16 405.014,1300.9 405.44,1300.64 405.866,1300.39 406.292,1300.13 406.718,1299.87 407.144,1299.61 \n",
       "  407.57,1299.36 407.996,1299.1 408.422,1298.84 408.848,1298.58 409.274,1298.32 409.7,1298.07 410.125,1297.81 410.551,1297.55 410.977,1297.29 411.403,1297.04 \n",
       "  411.829,1296.78 412.255,1296.52 412.681,1296.26 413.107,1296.01 413.533,1295.75 413.959,1295.49 414.385,1295.23 414.811,1294.97 415.237,1294.72 415.662,1294.46 \n",
       "  416.088,1294.2 416.514,1293.94 416.94,1293.69 417.366,1293.43 417.792,1293.17 418.218,1292.91 418.644,1292.66 419.07,1292.4 419.496,1292.14 419.922,1291.88 \n",
       "  420.348,1291.62 420.774,1291.37 421.199,1291.11 421.625,1290.85 422.051,1290.59 422.477,1290.34 422.903,1290.08 423.329,1289.82 423.755,1289.56 424.181,1289.3 \n",
       "  424.607,1289.05 425.033,1288.79 425.459,1288.53 425.885,1288.27 426.31,1288.02 426.736,1287.76 427.162,1287.5 427.588,1287.24 428.014,1286.99 428.44,1286.73 \n",
       "  428.866,1286.47 429.292,1286.21 429.718,1285.95 430.144,1285.7 430.57,1285.44 430.996,1285.18 431.422,1284.92 431.847,1284.67 432.273,1284.41 432.699,1284.15 \n",
       "  433.125,1283.89 433.551,1283.64 433.977,1283.38 434.403,1283.12 434.829,1282.86 435.255,1282.6 435.681,1282.35 436.107,1282.09 436.533,1281.83 436.959,1281.57 \n",
       "  437.384,1281.32 437.81,1281.06 438.236,1280.8 438.662,1280.54 439.088,1280.29 439.514,1280.03 439.94,1279.77 440.366,1279.51 440.792,1279.25 441.218,1279 \n",
       "  441.644,1278.74 442.07,1278.48 442.496,1278.22 442.921,1277.97 443.347,1277.71 443.773,1277.45 444.199,1277.19 444.625,1276.94 445.051,1276.68 445.477,1276.42 \n",
       "  445.903,1276.16 446.329,1275.9 446.755,1275.65 447.181,1275.39 447.607,1275.13 448.033,1274.87 448.458,1274.62 448.884,1274.36 449.31,1274.1 449.736,1273.84 \n",
       "  450.162,1273.59 450.588,1273.33 451.014,1273.07 451.44,1272.81 451.866,1272.55 452.292,1272.3 452.718,1272.04 453.144,1271.78 453.57,1271.52 453.995,1271.27 \n",
       "  454.421,1271.01 454.847,1270.75 455.273,1270.49 455.699,1270.24 456.125,1269.98 456.551,1269.72 456.977,1269.46 457.403,1269.2 457.829,1268.95 458.255,1268.69 \n",
       "  458.681,1268.43 459.106,1268.17 459.532,1267.92 459.958,1267.66 460.384,1267.4 460.81,1267.14 461.236,1266.89 461.662,1266.63 462.088,1266.37 462.514,1266.11 \n",
       "  462.94,1265.85 463.366,1265.6 463.792,1265.34 464.218,1265.08 464.643,1264.82 465.069,1264.57 465.495,1264.31 465.921,1264.05 466.347,1263.79 466.773,1263.54 \n",
       "  467.199,1263.28 467.625,1263.02 468.051,1262.76 468.477,1262.5 468.903,1262.25 469.329,1261.99 469.755,1261.73 470.18,1261.47 470.606,1261.22 471.032,1260.96 \n",
       "  471.458,1260.7 471.884,1260.44 472.31,1260.19 472.736,1259.93 473.162,1259.67 473.588,1259.41 474.014,1259.15 474.44,1258.9 474.866,1258.64 475.292,1258.38 \n",
       "  475.717,1258.12 476.143,1257.87 476.569,1257.61 476.995,1257.35 477.421,1257.09 477.847,1256.83 478.273,1256.58 478.699,1256.32 479.125,1256.06 479.551,1255.8 \n",
       "  479.977,1255.55 480.403,1255.29 480.829,1255.03 481.254,1254.77 481.68,1254.52 482.106,1254.26 482.532,1254 482.958,1253.74 483.384,1253.48 483.81,1253.23 \n",
       "  484.236,1252.97 484.662,1252.71 485.088,1252.45 485.514,1252.2 485.94,1251.94 486.366,1251.68 486.791,1251.42 487.217,1251.17 487.643,1250.91 488.069,1250.65 \n",
       "  488.495,1250.39 488.921,1250.13 489.347,1249.88 489.773,1249.62 490.199,1249.36 490.625,1249.1 491.051,1248.85 491.477,1248.59 491.902,1248.33 492.328,1248.07 \n",
       "  492.754,1247.82 493.18,1247.56 493.606,1247.3 494.032,1247.04 494.458,1246.78 494.884,1246.53 495.31,1246.27 495.736,1246.01 496.162,1245.75 496.588,1245.5 \n",
       "  497.014,1245.24 497.439,1244.98 497.865,1244.72 498.291,1244.47 498.717,1244.21 499.143,1243.95 499.569,1243.69 499.995,1243.43 500.421,1243.18 500.847,1242.92 \n",
       "  501.273,1242.66 501.699,1242.4 502.125,1242.15 502.551,1241.89 502.976,1241.63 503.402,1241.37 503.828,1241.12 504.254,1240.86 504.68,1240.6 505.106,1240.34 \n",
       "  505.532,1240.08 505.958,1239.83 506.384,1239.57 506.81,1239.31 507.236,1239.05 507.662,1238.8 508.088,1238.54 508.513,1238.28 508.939,1238.02 509.365,1237.77 \n",
       "  509.791,1237.51 510.217,1237.25 510.643,1236.99 511.069,1236.73 511.495,1236.48 511.921,1236.22 512.347,1235.96 512.773,1235.7 513.199,1235.45 513.625,1235.19 \n",
       "  514.05,1234.93 514.476,1234.67 514.902,1234.42 515.328,1234.16 515.754,1233.9 516.18,1233.64 516.606,1233.38 517.032,1233.13 517.458,1232.87 517.884,1232.61 \n",
       "  518.31,1232.35 518.736,1232.1 519.162,1231.84 519.587,1231.58 520.013,1231.32 520.439,1231.07 520.865,1230.81 521.291,1230.55 521.717,1230.29 522.143,1230.03 \n",
       "  522.569,1229.78 522.995,1229.52 523.421,1229.26 523.847,1229 524.273,1228.75 524.698,1228.49 525.124,1228.23 525.55,1227.97 525.976,1227.72 526.402,1227.46 \n",
       "  526.828,1227.2 527.254,1226.94 527.68,1226.68 528.106,1226.43 528.532,1226.17 528.958,1225.91 529.384,1225.65 529.81,1225.4 530.235,1225.14 530.661,1224.88 \n",
       "  531.087,1224.62 531.513,1224.37 531.939,1224.11 532.365,1223.85 532.791,1223.59 533.217,1223.33 533.643,1223.08 534.069,1222.82 534.495,1222.56 534.921,1222.3 \n",
       "  535.347,1222.05 535.772,1221.79 536.198,1221.53 536.624,1221.27 537.05,1221.01 537.476,1220.76 537.902,1220.5 538.328,1220.24 538.754,1219.98 539.18,1219.73 \n",
       "  539.606,1219.47 540.032,1219.21 540.458,1218.95 540.884,1218.7 541.309,1218.44 541.735,1218.18 542.161,1217.92 542.587,1217.66 543.013,1217.41 543.439,1217.15 \n",
       "  543.865,1216.89 544.291,1216.63 544.717,1216.38 545.143,1216.12 545.569,1215.86 545.995,1215.6 546.421,1215.35 546.846,1215.09 547.272,1214.83 547.698,1214.57 \n",
       "  548.124,1214.31 548.55,1214.06 548.976,1213.8 549.402,1213.54 549.828,1213.28 550.254,1213.03 550.68,1212.77 551.106,1212.51 551.532,1212.25 551.958,1212 \n",
       "  552.383,1211.74 552.809,1211.48 553.235,1211.22 553.661,1210.96 554.087,1210.71 554.513,1210.45 554.939,1210.19 555.365,1209.93 555.791,1209.68 556.217,1209.42 \n",
       "  556.643,1209.16 557.069,1208.9 557.494,1208.65 557.92,1208.39 558.346,1208.13 558.772,1207.87 559.198,1207.61 559.624,1207.36 560.05,1207.1 560.476,1206.84 \n",
       "  560.902,1206.58 561.328,1206.33 561.754,1206.07 562.18,1205.81 562.606,1205.55 563.031,1205.3 563.457,1205.04 563.883,1204.78 564.309,1204.52 564.735,1204.26 \n",
       "  565.161,1204.01 565.587,1203.75 566.013,1203.49 566.439,1203.23 566.865,1202.98 567.291,1202.72 567.717,1202.46 568.143,1202.2 568.568,1201.95 568.994,1201.69 \n",
       "  569.42,1201.43 569.846,1201.17 570.272,1200.91 570.698,1200.66 571.124,1200.4 571.55,1200.14 571.976,1199.88 572.402,1199.63 572.828,1199.37 573.254,1199.11 \n",
       "  573.68,1198.85 574.105,1198.6 574.531,1198.34 574.957,1198.08 575.383,1197.82 575.809,1197.56 576.235,1197.31 576.661,1197.05 577.087,1196.79 577.513,1196.53 \n",
       "  577.939,1196.28 578.365,1196.02 578.791,1195.76 579.217,1195.5 579.642,1195.25 580.068,1194.99 580.494,1194.73 580.92,1194.47 581.346,1194.21 581.772,1193.96 \n",
       "  582.198,1193.7 582.624,1193.44 583.05,1193.18 583.476,1192.93 583.902,1192.67 584.328,1192.41 584.753,1192.15 585.179,1191.9 585.605,1191.64 586.031,1191.38 \n",
       "  586.457,1191.12 586.883,1190.86 587.309,1190.61 587.735,1190.35 588.161,1190.09 588.587,1189.83 589.013,1189.58 589.439,1189.32 589.865,1189.06 590.29,1188.8 \n",
       "  590.716,1188.55 591.142,1188.29 591.568,1188.03 591.994,1187.77 592.42,1187.51 592.846,1187.26 593.272,1187 593.698,1186.74 594.124,1186.48 594.55,1186.23 \n",
       "  594.976,1185.97 595.402,1185.71 595.827,1185.45 596.253,1185.19 596.679,1184.94 597.105,1184.68 597.531,1184.42 597.957,1184.16 598.383,1183.91 598.809,1183.65 \n",
       "  599.235,1183.39 599.661,1183.13 600.087,1182.88 600.513,1182.62 600.939,1182.36 601.364,1182.1 601.79,1181.84 602.216,1181.59 602.642,1181.33 603.068,1181.07 \n",
       "  603.494,1180.81 603.92,1180.56 604.346,1180.3 604.772,1180.04 605.198,1179.78 605.624,1179.53 606.05,1179.27 606.476,1179.01 606.901,1178.75 607.327,1178.49 \n",
       "  607.753,1178.24 608.179,1177.98 608.605,1177.72 609.031,1177.46 609.457,1177.21 609.883,1176.95 610.309,1176.69 610.735,1176.43 611.161,1176.18 611.587,1175.92 \n",
       "  612.013,1175.66 612.438,1175.4 612.864,1175.14 613.29,1174.89 613.716,1174.63 614.142,1174.37 614.568,1174.11 614.994,1173.86 615.42,1173.6 615.846,1173.34 \n",
       "  616.272,1173.08 616.698,1172.83 617.124,1172.57 617.549,1172.31 617.975,1172.05 618.401,1171.79 618.827,1171.54 619.253,1171.28 619.679,1171.02 620.105,1170.76 \n",
       "  620.531,1170.51 620.957,1170.25 621.383,1169.99 621.809,1169.73 622.235,1169.48 622.661,1169.22 623.086,1168.96 623.512,1168.7 623.938,1168.44 624.364,1168.19 \n",
       "  624.79,1167.93 625.216,1167.67 625.642,1167.41 626.068,1167.16 626.494,1166.9 626.92,1166.64 627.346,1166.38 627.772,1166.13 628.198,1165.87 628.623,1165.61 \n",
       "  629.049,1165.35 629.475,1165.09 629.901,1164.84 630.327,1164.58 630.753,1164.32 631.179,1164.06 631.605,1163.81 632.031,1163.55 632.457,1163.29 632.883,1163.03 \n",
       "  633.309,1162.78 633.735,1162.52 634.16,1162.26 634.586,1162 635.012,1161.74 635.438,1161.49 635.864,1161.23 636.29,1160.97 636.716,1160.71 637.142,1160.46 \n",
       "  637.568,1160.2 637.994,1159.94 638.42,1159.68 638.846,1159.43 639.272,1159.17 639.697,1158.91 640.123,1158.65 640.549,1158.39 640.975,1158.14 641.401,1157.88 \n",
       "  641.827,1157.62 642.253,1157.36 642.679,1157.11 643.105,1156.85 643.531,1156.59 643.957,1156.33 644.383,1156.08 644.809,1155.82 645.234,1155.56 645.66,1155.3 \n",
       "  646.086,1155.04 646.512,1154.79 646.938,1154.53 647.364,1154.27 647.79,1154.01 648.216,1153.76 648.642,1153.5 649.068,1153.24 649.494,1152.98 649.92,1152.72 \n",
       "  650.345,1152.47 650.771,1152.21 651.197,1151.95 651.623,1151.69 652.049,1151.44 652.475,1151.18 652.901,1150.92 653.327,1150.66 653.753,1150.41 654.179,1150.15 \n",
       "  654.605,1149.89 655.031,1149.63 655.457,1149.37 655.882,1149.12 656.308,1148.86 656.734,1148.6 657.16,1148.34 657.586,1148.09 658.012,1147.83 658.438,1147.57 \n",
       "  658.864,1147.31 659.29,1147.06 659.716,1146.8 660.142,1146.54 660.568,1146.28 660.994,1146.02 661.419,1145.77 661.845,1145.51 662.271,1145.25 662.697,1144.99 \n",
       "  663.123,1144.74 663.549,1144.48 663.975,1144.22 664.401,1143.96 664.827,1143.71 665.253,1143.45 665.679,1143.19 666.105,1142.93 666.531,1142.67 666.956,1142.42 \n",
       "  667.382,1142.16 667.808,1141.9 668.234,1141.64 668.66,1141.39 669.086,1141.13 669.512,1140.87 669.938,1140.61 670.364,1140.36 670.79,1140.1 671.216,1139.84 \n",
       "  671.642,1139.58 672.068,1139.32 672.493,1139.07 672.919,1138.81 673.345,1138.55 673.771,1138.29 674.197,1138.04 674.623,1137.78 675.049,1137.52 675.475,1137.26 \n",
       "  675.901,1137.01 676.327,1136.75 676.753,1136.49 677.179,1136.23 677.605,1135.97 678.03,1135.72 678.456,1135.46 678.882,1135.2 679.308,1134.94 679.734,1134.69 \n",
       "  680.16,1134.43 680.586,1134.17 681.012,1133.91 681.438,1133.66 681.864,1133.4 682.29,1133.14 682.716,1132.88 683.141,1132.62 683.567,1132.37 683.993,1132.11 \n",
       "  684.419,1131.85 684.845,1131.59 685.271,1131.34 685.697,1131.08 686.123,1130.82 686.549,1130.56 686.975,1130.31 687.401,1130.05 687.827,1129.79 688.253,1129.53 \n",
       "  688.678,1129.27 689.104,1129.02 689.53,1128.76 689.956,1128.5 690.382,1128.24 690.808,1127.99 691.234,1127.73 691.66,1127.47 692.086,1127.21 692.512,1126.96 \n",
       "  692.938,1126.7 693.364,1126.44 693.79,1126.18 694.215,1125.92 694.641,1125.67 695.067,1125.41 695.493,1125.15 695.919,1124.89 696.345,1124.64 696.771,1124.38 \n",
       "  697.197,1124.12 697.623,1123.86 698.049,1123.61 698.475,1123.35 698.901,1123.09 699.327,1122.83 699.752,1122.57 700.178,1122.32 700.604,1122.06 701.03,1121.8 \n",
       "  701.456,1121.54 701.882,1121.29 702.308,1121.03 702.734,1120.77 703.16,1120.51 703.586,1120.26 704.012,1120 704.438,1119.74 704.864,1119.48 705.289,1119.22 \n",
       "  705.715,1118.97 706.141,1118.71 706.567,1118.45 706.993,1118.19 707.419,1117.94 707.845,1117.68 708.271,1117.42 708.697,1117.16 709.123,1116.9 709.549,1116.65 \n",
       "  709.975,1116.39 710.401,1116.13 710.826,1115.87 711.252,1115.62 711.678,1115.36 712.104,1115.1 712.53,1114.84 712.956,1114.59 713.382,1114.33 713.808,1114.07 \n",
       "  714.234,1113.81 714.66,1113.55 715.086,1113.3 715.512,1113.04 715.937,1112.78 716.363,1112.52 716.789,1112.27 717.215,1112.01 717.641,1111.75 718.067,1111.49 \n",
       "  718.493,1111.24 718.919,1110.98 719.345,1110.72 719.771,1110.46 720.197,1110.2 720.623,1109.95 721.049,1109.69 721.474,1109.43 721.9,1109.17 722.326,1108.92 \n",
       "  722.752,1108.66 723.178,1108.4 723.604,1108.14 724.03,1107.89 724.456,1107.63 724.882,1107.37 725.308,1107.11 725.734,1106.85 726.16,1106.6 726.586,1106.34 \n",
       "  727.011,1106.08 727.437,1105.82 727.863,1105.57 728.289,1105.31 728.715,1105.05 729.141,1104.79 729.567,1104.54 729.993,1104.28 730.419,1104.02 730.845,1103.76 \n",
       "  731.271,1103.5 731.697,1103.25 732.123,1102.99 732.548,1102.73 732.974,1102.47 733.4,1102.22 733.826,1101.96 734.252,1101.7 734.678,1101.44 735.104,1101.19 \n",
       "  735.53,1100.93 735.956,1100.67 736.382,1100.41 736.808,1100.15 737.234,1099.9 737.66,1099.64 738.085,1099.38 738.511,1099.12 738.937,1098.87 739.363,1098.61 \n",
       "  739.789,1098.35 740.215,1098.09 740.641,1097.84 741.067,1097.58 741.493,1097.32 741.919,1097.06 742.345,1096.8 742.771,1096.55 743.196,1096.29 743.622,1096.03 \n",
       "  744.048,1095.77 744.474,1095.52 744.9,1095.26 745.326,1095 745.752,1094.74 746.178,1094.49 746.604,1094.23 747.03,1093.97 747.456,1093.71 747.882,1093.45 \n",
       "  748.308,1093.2 748.733,1092.94 749.159,1092.68 749.585,1092.42 750.011,1092.17 750.437,1091.91 750.863,1091.65 751.289,1091.39 751.715,1091.14 752.141,1090.88 \n",
       "  752.567,1090.62 752.993,1090.36 753.419,1090.1 753.845,1089.85 754.27,1089.59 754.696,1089.33 755.122,1089.07 755.548,1088.82 755.974,1088.56 756.4,1088.3 \n",
       "  756.826,1088.04 757.252,1087.79 757.678,1087.53 758.104,1087.27 758.53,1087.01 758.956,1086.75 759.382,1086.5 759.807,1086.24 760.233,1085.98 760.659,1085.72 \n",
       "  761.085,1085.47 761.511,1085.21 761.937,1084.95 762.363,1084.69 762.789,1084.43 763.215,1084.18 763.641,1083.92 764.067,1083.66 764.493,1083.4 764.919,1083.15 \n",
       "  765.344,1082.89 765.77,1082.63 766.196,1082.37 766.622,1082.12 767.048,1081.86 767.474,1081.6 767.9,1081.34 768.326,1081.08 768.752,1080.83 769.178,1080.57 \n",
       "  769.604,1080.31 770.03,1080.05 770.456,1079.8 770.881,1079.54 771.307,1079.28 771.733,1079.02 772.159,1078.77 772.585,1078.51 773.011,1078.25 773.437,1077.99 \n",
       "  773.863,1077.73 774.289,1077.48 774.715,1077.22 775.141,1076.96 775.567,1076.7 775.992,1076.45 776.418,1076.19 776.844,1075.93 777.27,1075.67 777.696,1075.42 \n",
       "  778.122,1075.16 778.548,1074.9 778.974,1074.64 779.4,1074.38 779.826,1074.13 780.252,1073.87 780.678,1073.61 781.104,1073.35 781.529,1073.1 781.955,1072.84 \n",
       "  782.381,1072.58 782.807,1072.32 783.233,1072.07 783.659,1071.81 784.085,1071.55 784.511,1071.29 784.937,1071.03 785.363,1070.78 785.789,1070.52 786.215,1070.26 \n",
       "  786.641,1070 787.066,1069.75 787.492,1069.49 787.918,1069.23 788.344,1068.97 788.77,1068.72 789.196,1068.46 789.622,1068.2 790.048,1067.94 790.474,1067.68 \n",
       "  790.9,1067.43 791.326,1067.17 791.752,1066.91 792.178,1066.65 792.603,1066.4 793.029,1066.14 793.455,1065.88 793.881,1065.62 794.307,1065.37 794.733,1065.11 \n",
       "  795.159,1064.85 795.585,1064.59 796.011,1064.33 796.437,1064.08 796.863,1063.82 797.289,1063.56 797.715,1063.3 798.14,1063.05 798.566,1062.79 798.992,1062.53 \n",
       "  799.418,1062.27 799.844,1062.02 800.27,1061.76 800.696,1061.5 801.122,1061.24 801.548,1060.98 801.974,1060.73 802.4,1060.47 802.826,1060.21 803.252,1059.95 \n",
       "  803.677,1059.7 804.103,1059.44 804.529,1059.18 804.955,1058.92 805.381,1058.67 805.807,1058.41 806.233,1058.15 806.659,1057.89 807.085,1057.63 807.511,1057.38 \n",
       "  807.937,1057.12 808.363,1056.86 808.788,1056.6 809.214,1056.35 809.64,1056.09 810.066,1055.83 810.492,1055.57 810.918,1055.32 811.344,1055.06 811.77,1054.8 \n",
       "  812.196,1054.54 812.622,1054.28 813.048,1054.03 813.474,1053.77 813.9,1053.51 814.325,1053.25 814.751,1053 815.177,1052.74 815.603,1052.48 816.029,1052.22 \n",
       "  816.455,1051.97 816.881,1051.71 817.307,1051.45 817.733,1051.19 818.159,1050.93 818.585,1050.68 819.011,1050.42 819.437,1050.16 819.862,1049.9 820.288,1049.65 \n",
       "  820.714,1049.39 821.14,1049.13 821.566,1048.87 821.992,1048.61 822.418,1048.36 822.844,1048.1 823.27,1047.84 823.696,1047.58 824.122,1047.33 824.548,1047.07 \n",
       "  824.974,1046.81 825.399,1046.55 825.825,1046.3 826.251,1046.04 826.677,1045.78 827.103,1045.52 827.529,1045.26 827.955,1045.01 828.381,1044.75 828.807,1044.49 \n",
       "  829.233,1044.23 829.659,1043.98 830.085,1043.72 830.511,1043.46 830.936,1043.2 831.362,1042.95 831.788,1042.69 832.214,1042.43 832.64,1042.17 833.066,1041.91 \n",
       "  833.492,1041.66 833.918,1041.4 834.344,1041.14 834.77,1040.88 835.196,1040.63 835.622,1040.37 836.048,1040.11 836.473,1039.85 836.899,1039.6 837.325,1039.34 \n",
       "  837.751,1039.08 838.177,1038.82 838.603,1038.56 839.029,1038.31 839.455,1038.05 839.881,1037.79 840.307,1037.53 840.733,1037.28 841.159,1037.02 841.584,1036.76 \n",
       "  842.01,1036.5 842.436,1036.25 842.862,1035.99 843.288,1035.73 843.714,1035.47 844.14,1035.21 844.566,1034.96 844.992,1034.7 845.418,1034.44 845.844,1034.18 \n",
       "  846.27,1033.93 846.696,1033.67 847.121,1033.41 847.547,1033.15 847.973,1032.9 848.399,1032.64 848.825,1032.38 849.251,1032.12 849.677,1031.86 850.103,1031.61 \n",
       "  850.529,1031.35 850.955,1031.09 851.381,1030.83 851.807,1030.58 852.233,1030.32 852.658,1030.06 853.084,1029.8 853.51,1029.55 853.936,1029.29 854.362,1029.03 \n",
       "  854.788,1028.77 855.214,1028.51 855.64,1028.26 856.066,1028 856.492,1027.74 856.918,1027.48 857.344,1027.23 857.77,1026.97 858.195,1026.71 858.621,1026.45 \n",
       "  859.047,1026.2 859.473,1025.94 859.899,1025.68 860.325,1025.42 860.751,1025.16 861.177,1024.91 861.603,1024.65 862.029,1024.39 862.455,1024.13 862.881,1023.88 \n",
       "  863.307,1023.62 863.732,1023.36 864.158,1023.1 864.584,1022.85 865.01,1022.59 865.436,1022.33 865.862,1022.07 866.288,1021.81 866.714,1021.56 867.14,1021.3 \n",
       "  867.566,1021.04 867.992,1020.78 868.418,1020.53 868.844,1020.27 869.269,1020.01 869.695,1019.75 870.121,1019.5 870.547,1019.24 870.973,1018.98 871.399,1018.72 \n",
       "  871.825,1018.46 872.251,1018.21 872.677,1017.95 873.103,1017.69 873.529,1017.43 873.955,1017.18 874.38,1016.92 874.806,1016.66 875.232,1016.4 875.658,1016.15 \n",
       "  876.084,1015.89 876.51,1015.63 876.936,1015.37 877.362,1015.11 877.788,1014.86 878.214,1014.6 878.64,1014.34 879.066,1014.08 879.492,1013.83 879.917,1013.57 \n",
       "  880.343,1013.31 880.769,1013.05 881.195,1012.79 881.621,1012.54 882.047,1012.28 882.473,1012.02 882.899,1011.76 883.325,1011.51 883.751,1011.25 884.177,1010.99 \n",
       "  884.603,1010.73 885.029,1010.48 885.454,1010.22 885.88,1009.96 886.306,1009.7 886.732,1009.44 887.158,1009.19 887.584,1008.93 888.01,1008.67 888.436,1008.41 \n",
       "  888.862,1008.16 889.288,1007.9 889.714,1007.64 890.14,1007.38 890.566,1007.13 890.991,1006.87 891.417,1006.61 891.843,1006.35 892.269,1006.09 892.695,1005.84 \n",
       "  893.121,1005.58 893.547,1005.32 893.973,1005.06 894.399,1004.81 894.825,1004.55 895.251,1004.29 895.677,1004.03 896.103,1003.78 896.528,1003.52 896.954,1003.26 \n",
       "  897.38,1003 897.806,1002.74 898.232,1002.49 898.658,1002.23 899.084,1001.97 899.51,1001.71 899.936,1001.46 900.362,1001.2 900.788,1000.94 901.214,1000.68 \n",
       "  901.639,1000.43 902.065,1000.17 902.491,999.91 902.917,999.652 903.343,999.395 903.769,999.137 904.195,998.879 904.621,998.622 905.047,998.364 905.473,998.106 \n",
       "  905.899,997.848 906.325,997.591 906.751,997.333 907.176,997.075 907.602,996.818 908.028,996.56 908.454,996.302 908.88,996.045 909.306,995.787 909.732,995.529 \n",
       "  910.158,995.271 910.584,995.014 911.01,994.756 911.436,994.498 911.862,994.241 912.288,993.983 912.713,993.725 913.139,993.468 913.565,993.21 913.991,992.952 \n",
       "  914.417,992.694 914.843,992.437 915.269,992.179 915.695,991.921 916.121,991.664 916.547,991.406 916.973,991.148 917.399,990.891 917.825,990.633 918.25,990.375 \n",
       "  918.676,990.118 919.102,989.86 919.528,989.602 919.954,989.344 920.38,989.087 920.806,988.829 921.232,988.571 921.658,988.314 922.084,988.056 922.51,987.798 \n",
       "  922.936,987.541 923.362,987.283 923.787,987.025 924.213,986.767 924.639,986.51 925.065,986.252 925.491,985.994 925.917,985.737 926.343,985.479 926.769,985.221 \n",
       "  927.195,984.964 927.621,984.706 928.047,984.448 928.473,984.19 928.899,983.933 929.324,983.675 929.75,983.417 930.176,983.16 930.602,982.902 931.028,982.644 \n",
       "  931.454,982.387 931.88,982.129 932.306,981.871 932.732,981.613 933.158,981.356 933.584,981.098 934.01,980.84 934.435,980.583 934.861,980.325 935.287,980.067 \n",
       "  935.713,979.81 936.139,979.552 936.565,979.294 936.991,979.037 937.417,978.779 937.843,978.521 938.269,978.263 938.695,978.006 939.121,977.748 939.547,977.49 \n",
       "  939.972,977.233 940.398,976.975 940.824,976.717 941.25,976.46 941.676,976.202 942.102,975.944 942.528,975.686 942.954,975.429 943.38,975.171 943.806,974.913 \n",
       "  944.232,974.656 944.658,974.398 945.084,974.14 945.509,973.883 945.935,973.625 946.361,973.367 946.787,973.109 947.213,972.852 947.639,972.594 948.065,972.336 \n",
       "  948.491,972.079 948.917,971.821 949.343,971.563 949.769,971.306 950.195,971.048 950.621,970.79 951.046,970.532 951.472,970.275 951.898,970.017 952.324,969.759 \n",
       "  952.75,969.502 953.176,969.244 953.602,968.986 954.028,968.729 954.454,968.471 954.88,968.213 955.306,967.955 955.732,967.698 956.158,967.44 956.583,967.182 \n",
       "  957.009,966.925 957.435,966.667 957.861,966.409 958.287,966.152 958.713,965.894 959.139,965.636 959.565,965.379 959.991,965.121 960.417,964.863 960.843,964.605 \n",
       "  961.269,964.348 961.695,964.09 962.12,963.832 962.546,963.575 962.972,963.317 963.398,963.059 963.824,962.802 964.25,962.544 964.676,962.286 965.102,962.028 \n",
       "  965.528,961.771 965.954,961.513 966.38,961.255 966.806,960.998 967.231,960.74 967.657,960.482 968.083,960.225 968.509,959.967 968.935,959.709 969.361,959.451 \n",
       "  969.787,959.194 970.213,958.936 970.639,958.678 971.065,958.421 971.491,958.163 971.917,957.905 972.343,957.648 972.768,957.39 973.194,957.132 973.62,956.874 \n",
       "  974.046,956.617 974.472,956.359 974.898,956.101 975.324,955.844 975.75,955.586 976.176,955.328 976.602,955.071 977.028,954.813 977.454,954.555 977.88,954.297 \n",
       "  978.305,954.04 978.731,953.782 979.157,953.524 979.583,953.267 980.009,953.009 980.435,952.751 980.861,952.494 981.287,952.236 981.713,951.978 982.139,951.721 \n",
       "  982.565,951.463 982.991,951.205 983.417,950.947 983.842,950.69 984.268,950.432 984.694,950.174 985.12,949.917 985.546,949.659 985.972,949.401 986.398,949.144 \n",
       "  986.824,948.886 987.25,948.628 987.676,948.37 988.102,948.113 988.528,947.855 988.954,947.597 989.379,947.34 989.805,947.082 990.231,946.824 990.657,946.567 \n",
       "  991.083,946.309 991.509,946.051 991.935,945.793 992.361,945.536 992.787,945.278 993.213,945.02 993.639,944.763 994.065,944.505 994.491,944.247 994.916,943.99 \n",
       "  995.342,943.732 995.768,943.474 996.194,943.216 996.62,942.959 997.046,942.701 997.472,942.443 997.898,942.186 998.324,941.928 998.75,941.67 999.176,941.413 \n",
       "  999.602,941.155 1000.03,940.897 1000.45,940.639 1000.88,940.382 1001.31,940.124 1001.73,939.866 1002.16,939.609 1002.58,939.351 1003.01,939.093 1003.43,938.836 \n",
       "  1003.86,938.578 1004.29,938.32 1004.71,938.063 1005.14,937.805 1005.56,937.547 1005.99,937.289 1006.42,937.032 1006.84,936.774 1007.27,936.516 1007.69,936.259 \n",
       "  1008.12,936.001 1008.55,935.743 1008.97,935.486 1009.4,935.228 1009.82,934.97 1010.25,934.712 1010.68,934.455 1011.1,934.197 1011.53,933.939 1011.95,933.682 \n",
       "  1012.38,933.424 1012.81,933.166 1013.23,932.909 1013.66,932.651 1014.08,932.393 1014.51,932.135 1014.93,931.878 1015.36,931.62 1015.79,931.362 1016.21,931.105 \n",
       "  1016.64,930.847 1017.06,930.589 1017.49,930.332 1017.92,930.074 1018.34,929.816 1018.77,929.558 1019.19,929.301 1019.62,929.043 1020.05,928.785 1020.47,928.528 \n",
       "  1020.9,928.27 1021.32,928.012 1021.75,927.755 1022.18,927.497 1022.6,927.239 1023.03,926.981 1023.45,926.724 1023.88,926.466 1024.31,926.208 1024.73,925.951 \n",
       "  1025.16,925.693 1025.58,925.435 1026.01,925.178 1026.43,924.92 1026.86,924.662 1027.29,924.405 1027.71,924.147 1028.14,923.889 1028.56,923.631 1028.99,923.374 \n",
       "  1029.42,923.116 1029.84,922.858 1030.27,922.601 1030.69,922.343 1031.12,922.085 1031.55,921.828 1031.97,921.57 1032.4,921.312 1032.82,921.054 1033.25,920.797 \n",
       "  1033.68,920.539 1034.1,920.281 1034.53,920.024 1034.95,919.766 1035.38,919.508 1035.8,919.251 1036.23,918.993 1036.66,918.735 1037.08,918.477 1037.51,918.22 \n",
       "  1037.93,917.962 1038.36,917.704 1038.79,917.447 1039.21,917.189 1039.64,916.931 1040.06,916.674 1040.49,916.416 1040.92,916.158 1041.34,915.9 1041.77,915.643 \n",
       "  1042.19,915.385 1042.62,915.127 1043.05,914.87 1043.47,914.612 1043.9,914.354 1044.32,914.097 1044.75,913.839 1045.18,913.581 1045.6,913.324 1046.03,913.066 \n",
       "  1046.45,912.808 1046.88,912.55 1047.3,912.293 1047.73,912.035 1048.16,911.777 1048.58,911.52 1049.01,911.262 1049.43,911.004 1049.86,910.747 1050.29,910.489 \n",
       "  1050.71,910.231 1051.14,909.973 1051.56,909.716 1051.99,909.458 1052.42,909.2 1052.84,908.943 1053.27,908.685 1053.69,908.427 1054.12,908.17 1054.55,907.912 \n",
       "  1054.97,907.654 1055.4,907.396 1055.82,907.139 1056.25,906.881 1056.68,906.623 1057.1,906.366 1057.53,906.108 1057.95,905.85 1058.38,905.593 1058.8,905.335 \n",
       "  1059.23,905.077 1059.66,904.819 1060.08,904.562 1060.51,904.304 1060.93,904.046 1061.36,903.789 1061.79,903.531 1062.21,903.273 1062.64,903.016 1063.06,902.758 \n",
       "  1063.49,902.5 1063.92,902.242 1064.34,901.985 1064.77,901.727 1065.19,901.469 1065.62,901.212 1066.05,900.954 1066.47,900.696 1066.9,900.439 1067.32,900.181 \n",
       "  1067.75,899.923 1068.18,899.666 1068.6,899.408 1069.03,899.15 1069.45,898.892 1069.88,898.635 1070.3,898.377 1070.73,898.119 1071.16,897.862 1071.58,897.604 \n",
       "  1072.01,897.346 1072.43,897.089 1072.86,896.831 1073.29,896.573 1073.71,896.315 1074.14,896.058 1074.56,895.8 1074.99,895.542 1075.42,895.285 1075.84,895.027 \n",
       "  1076.27,894.769 1076.69,894.512 1077.12,894.254 1077.55,893.996 1077.97,893.738 1078.4,893.481 1078.82,893.223 1079.25,892.965 1079.67,892.708 1080.1,892.45 \n",
       "  1080.53,892.192 1080.95,891.935 1081.38,891.677 1081.8,891.419 1082.23,891.161 1082.66,890.904 1083.08,890.646 1083.51,890.388 1083.93,890.131 1084.36,889.873 \n",
       "  1084.79,889.615 1085.21,889.358 1085.64,889.1 1086.06,888.842 1086.49,888.584 1086.92,888.327 1087.34,888.069 1087.77,887.811 1088.19,887.554 1088.62,887.296 \n",
       "  1089.05,887.038 1089.47,886.781 1089.9,886.523 1090.32,886.265 1090.75,886.008 1091.17,885.75 1091.6,885.492 1092.03,885.234 1092.45,884.977 1092.88,884.719 \n",
       "  1093.3,884.461 1093.73,884.204 1094.16,883.946 1094.58,883.688 1095.01,883.431 1095.43,883.173 1095.86,882.915 1096.29,882.657 1096.71,882.4 1097.14,882.142 \n",
       "  1097.56,881.884 1097.99,881.627 1098.42,881.369 1098.84,881.111 1099.27,880.854 1099.69,880.596 1100.12,880.338 1100.55,880.08 1100.97,879.823 1101.4,879.565 \n",
       "  1101.82,879.307 1102.25,879.05 1102.67,878.792 1103.1,878.534 1103.53,878.277 1103.95,878.019 1104.38,877.761 1104.8,877.503 1105.23,877.246 1105.66,876.988 \n",
       "  1106.08,876.73 1106.51,876.473 1106.93,876.215 1107.36,875.957 1107.79,875.7 1108.21,875.442 1108.64,875.184 1109.06,874.926 1109.49,874.669 1109.92,874.411 \n",
       "  1110.34,874.153 1110.77,873.896 1111.19,873.638 1111.62,873.38 1112.04,873.123 1112.47,872.865 1112.9,872.607 1113.32,872.35 1113.75,872.092 1114.17,871.834 \n",
       "  1114.6,871.576 1115.03,871.319 1115.45,871.061 1115.88,870.803 1116.3,870.546 1116.73,870.288 1117.16,870.03 1117.58,869.773 1118.01,869.515 1118.43,869.257 \n",
       "  1118.86,868.999 1119.29,868.742 1119.71,868.484 1120.14,868.226 1120.56,867.969 1120.99,867.711 1121.42,867.453 1121.84,867.196 1122.27,866.938 1122.69,866.68 \n",
       "  1123.12,866.422 1123.54,866.165 1123.97,865.907 1124.4,865.649 1124.82,865.392 1125.25,865.134 1125.67,864.876 1126.1,864.619 1126.53,864.361 1126.95,864.103 \n",
       "  1127.38,863.845 1127.8,863.588 1128.23,863.33 1128.66,863.072 1129.08,862.815 1129.51,862.557 1129.93,862.299 1130.36,862.042 1130.79,861.784 1131.21,861.526 \n",
       "  1131.64,861.268 1132.06,861.011 1132.49,860.753 1132.92,860.495 1133.34,860.238 1133.77,859.98 1134.19,859.722 1134.62,859.465 1135.04,859.207 1135.47,858.949 \n",
       "  1135.9,858.692 1136.32,858.434 1136.75,858.176 1137.17,857.918 1137.6,857.661 1138.03,857.403 1138.45,857.145 1138.88,856.888 1139.3,856.63 1139.73,856.372 \n",
       "  1140.16,856.115 1140.58,855.857 1141.01,855.599 1141.43,855.341 1141.86,855.084 1142.29,854.826 1142.71,854.568 1143.14,854.311 1143.56,854.053 1143.99,853.795 \n",
       "  1144.42,853.538 1144.84,853.28 1145.27,853.022 1145.69,852.764 1146.12,852.507 1146.54,852.249 1146.97,851.991 1147.4,851.734 1147.82,851.476 1148.25,851.218 \n",
       "  1148.67,850.961 1149.1,850.703 1149.53,850.445 1149.95,850.187 1150.38,849.93 1150.8,849.672 1151.23,849.414 1151.66,849.157 1152.08,848.899 1152.51,848.641 \n",
       "  1152.93,848.384 1153.36,848.126 1153.79,847.868 1154.21,847.611 1154.64,847.353 1155.06,847.095 1155.49,846.837 1155.91,846.58 1156.34,846.322 1156.77,846.064 \n",
       "  1157.19,845.807 1157.62,845.549 1158.04,845.291 1158.47,845.034 1158.9,844.776 1159.32,844.518 1159.75,844.26 1160.17,844.003 1160.6,843.745 1161.03,843.487 \n",
       "  1161.45,843.23 1161.88,842.972 1162.3,842.714 1162.73,842.457 1163.16,842.199 1163.58,841.941 1164.01,841.683 1164.43,841.426 1164.86,841.168 1165.29,840.91 \n",
       "  1165.71,840.653 1166.14,840.395 1166.56,840.137 1166.99,839.88 1167.41,839.622 1167.84,839.364 1168.27,839.106 1168.69,838.849 1169.12,838.591 1169.54,838.333 \n",
       "  1169.97,838.076 1170.4,837.818 1170.82,837.56 1171.25,837.303 1171.67,837.045 1172.1,836.787 1172.53,836.529 1172.95,836.272 1173.38,836.014 1173.8,835.756 \n",
       "  1174.23,835.499 1174.66,835.241 1175.08,834.983 1175.51,834.726 1175.93,834.468 1176.36,834.21 1176.79,833.953 1177.21,833.695 1177.64,833.437 1178.06,833.179 \n",
       "  1178.49,832.922 1178.91,832.664 1179.34,832.406 1179.77,832.149 1180.19,831.891 1180.62,831.633 1181.04,831.376 1181.47,831.118 1181.9,830.86 1182.32,830.602 \n",
       "  1182.75,830.345 1183.17,830.087 1183.6,829.829 1184.03,829.572 1184.45,829.314 1184.88,829.056 1185.3,828.799 1185.73,828.541 1186.16,828.283 1186.58,828.025 \n",
       "  1187.01,827.768 1187.43,827.51 1187.86,827.252 1188.29,826.995 1188.71,826.737 1189.14,826.479 1189.56,826.222 1189.99,825.964 1190.41,825.706 1190.84,825.448 \n",
       "  1191.27,825.191 1191.69,824.933 1192.12,824.675 1192.54,824.418 1192.97,824.16 1193.4,823.902 1193.82,823.645 1194.25,823.387 1194.67,823.129 1195.1,822.871 \n",
       "  1195.53,822.614 1195.95,822.356 1196.38,822.098 1196.8,821.841 1197.23,821.583 1197.66,821.325 1198.08,821.068 1198.51,820.81 1198.93,820.552 1199.36,820.295 \n",
       "  1199.78,820.037 1200.21,819.779 1200.64,819.521 1201.06,819.264 1201.49,819.006 1201.91,818.748 1202.34,818.491 1202.77,818.233 1203.19,817.975 1203.62,817.718 \n",
       "  1204.04,817.46 1204.47,817.202 1204.9,816.944 1205.32,816.687 1205.75,816.429 1206.17,816.171 1206.6,815.914 1207.03,815.656 1207.45,815.398 1207.88,815.141 \n",
       "  1208.3,814.883 1208.73,814.625 1209.16,814.367 1209.58,814.11 1210.01,813.852 1210.43,813.594 1210.86,813.337 1211.28,813.079 1211.71,812.821 1212.14,812.564 \n",
       "  1212.56,812.306 1212.99,812.048 1213.41,811.79 1213.84,811.533 1214.27,811.275 1214.69,811.017 1215.12,810.76 1215.54,810.502 1215.97,810.244 1216.4,809.987 \n",
       "  1216.82,809.729 1217.25,809.471 1217.67,809.213 1218.1,808.956 1218.53,808.698 1218.95,808.44 1219.38,808.183 1219.8,807.925 1220.23,807.667 1220.66,807.41 \n",
       "  1221.08,807.152 1221.51,806.894 1221.93,806.637 1222.36,806.379 1222.78,806.121 1223.21,805.863 1223.64,805.606 1224.06,805.348 1224.49,805.09 1224.91,804.833 \n",
       "  1225.34,804.575 1225.77,804.317 1226.19,804.06 1226.62,803.802 1227.04,803.544 1227.47,803.286 1227.9,803.029 1228.32,802.771 1228.75,802.513 1229.17,802.256 \n",
       "  1229.6,801.998 1230.03,801.74 1230.45,801.483 1230.88,801.225 1231.3,800.967 1231.73,800.709 1232.16,800.452 1232.58,800.194 1233.01,799.936 1233.43,799.679 \n",
       "  1233.86,799.421 1234.28,799.163 1234.71,798.906 1235.14,798.648 1235.56,798.39 1235.99,798.132 1236.41,797.875 1236.84,797.617 1237.27,797.359 1237.69,797.102 \n",
       "  1238.12,796.844 1238.54,796.586 1238.97,796.329 1239.4,796.071 1239.82,795.813 1240.25,795.555 1240.67,795.298 1241.1,795.04 1241.53,794.782 1241.95,794.525 \n",
       "  1242.38,794.267 1242.8,794.009 1243.23,793.752 1243.65,793.494 1244.08,793.236 1244.51,792.979 1244.93,792.721 1245.36,792.463 1245.78,792.205 1246.21,791.948 \n",
       "  1246.64,791.69 1247.06,791.432 1247.49,791.175 1247.91,790.917 1248.34,790.659 1248.77,790.402 1249.19,790.144 1249.62,789.886 1250.04,789.628 1250.47,789.371 \n",
       "  1250.9,789.113 1251.32,788.855 1251.75,788.598 1252.17,788.34 1252.6,788.082 1253.03,787.825 1253.45,787.567 1253.88,787.309 1254.3,787.051 1254.73,786.794 \n",
       "  1255.15,786.536 1255.58,786.278 1256.01,786.021 1256.43,785.763 1256.86,785.505 1257.28,785.248 1257.71,784.99 1258.14,784.732 1258.56,784.474 1258.99,784.217 \n",
       "  1259.41,783.959 1259.84,783.701 1260.27,783.444 1260.69,783.186 1261.12,782.928 1261.54,782.671 1261.97,782.413 1262.4,782.155 1262.82,781.898 1263.25,781.64 \n",
       "  1263.67,781.382 1264.1,781.124 1264.53,780.867 1264.95,780.609 1265.38,780.351 1265.8,780.094 1266.23,779.836 1266.65,779.578 1267.08,779.321 1267.51,779.063 \n",
       "  1267.93,778.805 1268.36,778.547 1268.78,778.29 1269.21,778.032 1269.64,777.774 1270.06,777.517 1270.49,777.259 1270.91,777.001 1271.34,776.744 1271.77,776.486 \n",
       "  1272.19,776.228 1272.62,775.97 1273.04,775.713 1273.47,775.455 1273.9,775.197 1274.32,774.94 1274.75,774.682 1275.17,774.424 1275.6,774.167 1276.02,773.909 \n",
       "  1276.45,773.651 1276.88,773.393 1277.3,773.136 1277.73,772.878 1278.15,772.62 1278.58,772.363 1279.01,772.105 1279.43,771.847 1279.86,771.59 1280.28,771.332 \n",
       "  1280.71,771.074 1281.14,770.816 1281.56,770.559 1281.99,770.301 1282.41,770.043 1282.84,769.786 1283.27,769.528 1283.69,769.27 1284.12,769.013 1284.54,768.755 \n",
       "  1284.97,768.497 1285.4,768.24 1285.82,767.982 1286.25,767.724 1286.67,767.466 1287.1,767.209 1287.52,766.951 1287.95,766.693 1288.38,766.436 1288.8,766.178 \n",
       "  1289.23,765.92 1289.65,765.663 1290.08,765.405 1290.51,765.147 1290.93,764.889 1291.36,764.632 1291.78,764.374 1292.21,764.116 1292.64,763.859 1293.06,763.601 \n",
       "  1293.49,763.343 1293.91,763.086 1294.34,762.828 1294.77,762.57 1295.19,762.312 1295.62,762.055 1296.04,761.797 1296.47,761.539 1296.9,761.282 1297.32,761.024 \n",
       "  1297.75,760.766 1298.17,760.509 1298.6,760.251 1299.02,759.993 1299.45,759.735 1299.88,759.478 1300.3,759.22 1300.73,758.962 1301.15,758.705 1301.58,758.447 \n",
       "  1302.01,758.189 1302.43,757.932 1302.86,757.674 1303.28,757.416 1303.71,757.158 1304.14,756.901 1304.56,756.643 1304.99,756.385 1305.41,756.128 1305.84,755.87 \n",
       "  1306.27,755.612 1306.69,755.355 1307.12,755.097 1307.54,754.839 1307.97,754.582 1308.4,754.324 1308.82,754.066 1309.25,753.808 1309.67,753.551 1310.1,753.293 \n",
       "  1310.52,753.035 1310.95,752.778 1311.38,752.52 1311.8,752.262 1312.23,752.005 1312.65,751.747 1313.08,751.489 1313.51,751.231 1313.93,750.974 1314.36,750.716 \n",
       "  1314.78,750.458 1315.21,750.201 1315.64,749.943 1316.06,749.685 1316.49,749.428 1316.91,749.17 1317.34,748.912 1317.77,748.654 1318.19,748.397 1318.62,748.139 \n",
       "  1319.04,747.881 1319.47,747.624 1319.89,747.366 1320.32,747.108 1320.75,746.851 1321.17,746.593 1321.6,746.335 1322.02,746.077 1322.45,745.82 1322.88,745.562 \n",
       "  1323.3,745.304 1323.73,745.047 1324.15,744.789 1324.58,744.531 1325.01,744.274 1325.43,744.016 1325.86,743.758 1326.28,743.5 1326.71,743.243 1327.14,742.985 \n",
       "  1327.56,742.727 1327.99,742.47 1328.41,742.212 1328.84,741.954 1329.27,741.697 1329.69,741.439 1330.12,741.181 1330.54,740.924 1330.97,740.666 1331.39,740.408 \n",
       "  1331.82,740.15 1332.25,739.893 1332.67,739.635 1333.1,739.377 1333.52,739.12 1333.95,738.862 1334.38,738.604 1334.8,738.347 1335.23,738.089 1335.65,737.831 \n",
       "  1336.08,737.573 1336.51,737.316 1336.93,737.058 1337.36,736.8 1337.78,736.543 1338.21,736.285 1338.64,736.027 1339.06,735.77 1339.49,735.512 1339.91,735.254 \n",
       "  1340.34,734.996 1340.77,734.739 1341.19,734.481 1341.62,734.223 1342.04,733.966 1342.47,733.708 1342.89,733.45 1343.32,733.193 1343.75,732.935 1344.17,732.677 \n",
       "  1344.6,732.419 1345.02,732.162 1345.45,731.904 1345.88,731.646 1346.3,731.389 1346.73,731.131 1347.15,730.873 1347.58,730.616 1348.01,730.358 1348.43,730.1 \n",
       "  1348.86,729.842 1349.28,729.585 1349.71,729.327 1350.14,729.069 1350.56,728.812 1350.99,728.554 1351.41,728.296 1351.84,728.039 1352.27,727.781 1352.69,727.523 \n",
       "  1353.12,727.266 1353.54,727.008 1353.97,726.75 1354.39,726.492 1354.82,726.235 1355.25,725.977 1355.67,725.719 1356.1,725.462 1356.52,725.204 1356.95,724.946 \n",
       "  1357.38,724.689 1357.8,724.431 1358.23,724.173 1358.65,723.915 1359.08,723.658 1359.51,723.4 1359.93,723.142 1360.36,722.885 1360.78,722.627 1361.21,722.369 \n",
       "  1361.64,722.112 1362.06,721.854 1362.49,721.596 1362.91,721.338 1363.34,721.081 1363.76,720.823 1364.19,720.565 1364.62,720.308 1365.04,720.05 1365.47,719.792 \n",
       "  1365.89,719.535 1366.32,719.277 1366.75,719.019 1367.17,718.761 1367.6,718.504 1368.02,718.246 1368.45,717.988 1368.88,717.731 1369.3,717.473 1369.73,717.215 \n",
       "  1370.15,716.958 1370.58,716.7 1371.01,716.442 1371.43,716.185 1371.86,715.927 1372.28,715.669 1372.71,715.411 1373.14,715.154 1373.56,714.896 1373.99,714.638 \n",
       "  1374.41,714.381 1374.84,714.123 1375.26,713.865 1375.69,713.608 1376.12,713.35 1376.54,713.092 1376.97,712.834 1377.39,712.577 1377.82,712.319 1378.25,712.061 \n",
       "  1378.67,711.804 1379.1,711.546 1379.52,711.288 1379.95,711.031 1380.38,710.773 1380.8,710.515 1381.23,710.257 1381.65,710 1382.08,709.742 1382.51,709.484 \n",
       "  1382.93,709.227 1383.36,708.969 1383.78,708.711 1384.21,708.454 1384.64,708.196 1385.06,707.938 1385.49,707.68 1385.91,707.423 1386.34,707.165 1386.76,706.907 \n",
       "  1387.19,706.65 1387.62,706.392 1388.04,706.134 1388.47,705.877 1388.89,705.619 1389.32,705.361 1389.75,705.103 1390.17,704.846 1390.6,704.588 1391.02,704.33 \n",
       "  1391.45,704.073 1391.88,703.815 1392.3,703.557 1392.73,703.3 1393.15,703.042 1393.58,702.784 1394.01,702.527 1394.43,702.269 1394.86,702.011 1395.28,701.753 \n",
       "  1395.71,701.496 1396.13,701.238 1396.56,700.98 1396.99,700.723 1397.41,700.465 1397.84,700.207 1398.26,699.95 1398.69,699.692 1399.12,699.434 1399.54,699.176 \n",
       "  1399.97,698.919 1400.39,698.661 1400.82,698.403 1401.25,698.146 1401.67,697.888 1402.1,697.63 1402.52,697.373 1402.95,697.115 1403.38,696.857 1403.8,696.599 \n",
       "  1404.23,696.342 1404.65,696.084 1405.08,695.826 1405.51,695.569 1405.93,695.311 1406.36,695.053 1406.78,694.796 1407.21,694.538 1407.63,694.28 1408.06,694.022 \n",
       "  1408.49,693.765 1408.91,693.507 1409.34,693.249 1409.76,692.992 1410.19,692.734 1410.62,692.476 1411.04,692.219 1411.47,691.961 1411.89,691.703 1412.32,691.445 \n",
       "  1412.75,691.188 1413.17,690.93 1413.6,690.672 1414.02,690.415 1414.45,690.157 1414.88,689.899 1415.3,689.642 1415.73,689.384 1416.15,689.126 1416.58,688.869 \n",
       "  1417.01,688.611 1417.43,688.353 1417.86,688.095 1418.28,687.838 1418.71,687.58 1419.13,687.322 1419.56,687.065 1419.99,686.807 1420.41,686.549 1420.84,686.292 \n",
       "  1421.26,686.034 1421.69,685.776 1422.12,685.518 1422.54,685.261 1422.97,685.003 1423.39,684.745 1423.82,684.488 1424.25,684.23 1424.67,683.972 1425.1,683.715 \n",
       "  1425.52,683.457 1425.95,683.199 1426.38,682.941 1426.8,682.684 1427.23,682.426 1427.65,682.168 1428.08,681.911 1428.51,681.653 1428.93,681.395 1429.36,681.138 \n",
       "  1429.78,680.88 1430.21,680.622 1430.63,680.364 1431.06,680.107 1431.49,679.849 1431.91,679.591 1432.34,679.334 1432.76,679.076 1433.19,678.818 1433.62,678.561 \n",
       "  1434.04,678.303 1434.47,678.045 1434.89,677.787 1435.32,677.53 1435.75,677.272 1436.17,677.014 1436.6,676.757 1437.02,676.499 1437.45,676.241 1437.88,675.984 \n",
       "  1438.3,675.726 1438.73,675.468 1439.15,675.211 1439.58,674.953 1440,674.695 1440.43,674.437 1440.86,674.18 1441.28,673.922 1441.71,673.664 1442.13,673.407 \n",
       "  1442.56,673.149 1442.99,672.891 1443.41,672.634 1443.84,672.376 1444.26,672.118 1444.69,671.86 1445.12,671.603 1445.54,671.345 1445.97,671.087 1446.39,670.83 \n",
       "  1446.82,670.572 1447.25,670.314 1447.67,670.057 1448.1,669.799 1448.52,669.541 1448.95,669.283 1449.38,669.026 1449.8,668.768 1450.23,668.51 1450.65,668.253 \n",
       "  1451.08,667.995 1451.5,667.737 1451.93,667.48 1452.36,667.222 1452.78,666.964 1453.21,666.706 1453.63,666.449 1454.06,666.191 1454.49,665.933 1454.91,665.676 \n",
       "  1455.34,665.418 1455.76,665.16 1456.19,664.903 1456.62,664.645 1457.04,664.387 1457.47,664.13 1457.89,663.872 1458.32,663.614 1458.75,663.356 1459.17,663.099 \n",
       "  1459.6,662.841 1460.02,662.583 1460.45,662.326 1460.88,662.068 1461.3,661.81 1461.73,661.553 1462.15,661.295 1462.58,661.037 1463,660.779 1463.43,660.522 \n",
       "  1463.86,660.264 1464.28,660.006 1464.71,659.749 1465.13,659.491 1465.56,659.233 1465.99,658.976 1466.41,658.718 1466.84,658.46 1467.26,658.202 1467.69,657.945 \n",
       "  1468.12,657.687 1468.54,657.429 1468.97,657.172 1469.39,656.914 1469.82,656.656 1470.25,656.399 1470.67,656.141 1471.1,655.883 1471.52,655.625 1471.95,655.368 \n",
       "  1472.38,655.11 1472.8,654.852 1473.23,654.595 1473.65,654.337 1474.08,654.079 1474.5,653.822 1474.93,653.564 1475.36,653.306 1475.78,653.048 1476.21,652.791 \n",
       "  1476.63,652.533 1477.06,652.275 1477.49,652.018 1477.91,651.76 1478.34,651.502 1478.76,651.245 1479.19,650.987 1479.62,650.729 1480.04,650.472 1480.47,650.214 \n",
       "  1480.89,649.956 1481.32,649.698 1481.75,649.441 1482.17,649.183 1482.6,648.925 1483.02,648.668 1483.45,648.41 1483.87,648.152 1484.3,647.895 1484.73,647.637 \n",
       "  1485.15,647.379 1485.58,647.121 1486,646.864 1486.43,646.606 1486.86,646.348 1487.28,646.091 1487.71,645.833 1488.13,645.575 1488.56,645.318 1488.99,645.06 \n",
       "  1489.41,644.802 1489.84,644.544 1490.26,644.287 1490.69,644.029 1491.12,643.771 1491.54,643.514 1491.97,643.256 1492.39,642.998 1492.82,642.741 1493.25,642.483 \n",
       "  1493.67,642.225 1494.1,641.967 1494.52,641.71 1494.95,641.452 1495.37,641.194 1495.8,640.937 1496.23,640.679 1496.65,640.421 1497.08,640.164 1497.5,639.906 \n",
       "  1497.93,639.648 1498.36,639.39 1498.78,639.133 1499.21,638.875 1499.63,638.617 1500.06,638.36 1500.49,638.102 1500.91,637.844 1501.34,637.587 1501.76,637.329 \n",
       "  1502.19,637.071 1502.62,636.814 1503.04,636.556 1503.47,636.298 1503.89,636.04 1504.32,635.783 1504.75,635.525 1505.17,635.267 1505.6,635.01 1506.02,634.752 \n",
       "  1506.45,634.494 1506.87,634.237 1507.3,633.979 1507.73,633.721 1508.15,633.463 1508.58,633.206 1509,632.948 1509.43,632.69 1509.86,632.433 1510.28,632.175 \n",
       "  1510.71,631.917 1511.13,631.66 1511.56,631.402 1511.99,631.144 1512.41,630.886 1512.84,630.629 1513.26,630.371 1513.69,630.113 1514.12,629.856 1514.54,629.598 \n",
       "  1514.97,629.34 1515.39,629.083 1515.82,628.825 1516.25,628.567 1516.67,628.309 1517.1,628.052 1517.52,627.794 1517.95,627.536 1518.37,627.279 1518.8,627.021 \n",
       "  1519.23,626.763 1519.65,626.506 1520.08,626.248 1520.5,625.99 1520.93,625.732 1521.36,625.475 1521.78,625.217 1522.21,624.959 1522.63,624.702 1523.06,624.444 \n",
       "  1523.49,624.186 1523.91,623.929 1524.34,623.671 1524.76,623.413 1525.19,623.156 1525.62,622.898 1526.04,622.64 1526.47,622.382 1526.89,622.125 1527.32,621.867 \n",
       "  1527.74,621.609 1528.17,621.352 1528.6,621.094 1529.02,620.836 1529.45,620.579 1529.87,620.321 1530.3,620.063 1530.73,619.805 1531.15,619.548 1531.58,619.29 \n",
       "  1532,619.032 1532.43,618.775 1532.86,618.517 1533.28,618.259 1533.71,618.002 1534.13,617.744 1534.56,617.486 1534.99,617.228 1535.41,616.971 1535.84,616.713 \n",
       "  1536.26,616.455 1536.69,616.198 1537.12,615.94 1537.54,615.682 1537.97,615.425 1538.39,615.167 1538.82,614.909 1539.24,614.651 1539.67,614.394 1540.1,614.136 \n",
       "  1540.52,613.878 1540.95,613.621 1541.37,613.363 1541.8,613.105 1542.23,612.848 1542.65,612.59 1543.08,612.332 1543.5,612.074 1543.93,611.817 1544.36,611.559 \n",
       "  1544.78,611.301 1545.21,611.044 1545.63,610.786 1546.06,610.528 1546.49,610.271 1546.91,610.013 1547.34,609.755 1547.76,609.498 1548.19,609.24 1548.62,608.982 \n",
       "  1549.04,608.724 1549.47,608.467 1549.89,608.209 1550.32,607.951 1550.74,607.694 1551.17,607.436 1551.6,607.178 1552.02,606.921 1552.45,606.663 1552.87,606.405 \n",
       "  1553.3,606.147 1553.73,605.89 1554.15,605.632 1554.58,605.374 1555,605.117 1555.43,604.859 1555.86,604.601 1556.28,604.344 1556.71,604.086 1557.13,603.828 \n",
       "  1557.56,603.57 1557.99,603.313 1558.41,603.055 1558.84,602.797 1559.26,602.54 1559.69,602.282 1560.11,602.024 1560.54,601.767 1560.97,601.509 1561.39,601.251 \n",
       "  1561.82,600.993 1562.24,600.736 1562.67,600.478 1563.1,600.22 1563.52,599.963 1563.95,599.705 1564.37,599.447 1564.8,599.19 1565.23,598.932 1565.65,598.674 \n",
       "  1566.08,598.417 1566.5,598.159 1566.93,597.901 1567.36,597.643 1567.78,597.386 1568.21,597.128 1568.63,596.87 1569.06,596.613 1569.49,596.355 1569.91,596.097 \n",
       "  1570.34,595.84 1570.76,595.582 1571.19,595.324 1571.61,595.066 1572.04,594.809 1572.47,594.551 1572.89,594.293 1573.32,594.036 1573.74,593.778 1574.17,593.52 \n",
       "  1574.6,593.263 1575.02,593.005 1575.45,592.747 1575.87,592.489 1576.3,592.232 1576.73,591.974 1577.15,591.716 1577.58,591.459 1578,591.201 1578.43,590.943 \n",
       "  1578.86,590.686 1579.28,590.428 1579.71,590.17 1580.13,589.912 1580.56,589.655 1580.99,589.397 1581.41,589.139 1581.84,588.882 1582.26,588.624 1582.69,588.366 \n",
       "  1583.11,588.109 1583.54,587.851 1583.97,587.593 1584.39,587.335 1584.82,587.078 1585.24,586.82 1585.67,586.562 1586.1,586.305 1586.52,586.047 1586.95,585.789 \n",
       "  1587.37,585.532 1587.8,585.274 1588.23,585.016 1588.65,584.759 1589.08,584.501 1589.5,584.243 1589.93,583.985 1590.36,583.728 1590.78,583.47 1591.21,583.212 \n",
       "  1591.63,582.955 1592.06,582.697 1592.49,582.439 1592.91,582.182 1593.34,581.924 1593.76,581.666 1594.19,581.408 1594.61,581.151 1595.04,580.893 1595.47,580.635 \n",
       "  1595.89,580.378 1596.32,580.12 1596.74,579.862 1597.17,579.605 1597.6,579.347 1598.02,579.089 1598.45,578.831 1598.87,578.574 1599.3,578.316 1599.73,578.058 \n",
       "  1600.15,577.801 1600.58,577.543 1601,577.285 1601.43,577.028 1601.86,576.77 1602.28,576.512 1602.71,576.254 1603.13,575.997 1603.56,575.739 1603.98,575.481 \n",
       "  1604.41,575.224 1604.84,574.966 1605.26,574.708 1605.69,574.451 1606.11,574.193 1606.54,573.935 1606.97,573.677 1607.39,573.42 1607.82,573.162 1608.24,572.904 \n",
       "  1608.67,572.647 1609.1,572.389 1609.52,572.131 1609.95,571.874 1610.37,571.616 1610.8,571.358 1611.23,571.101 1611.65,570.843 1612.08,570.585 1612.5,570.327 \n",
       "  1612.93,570.07 1613.36,569.812 1613.78,569.554 1614.21,569.297 1614.63,569.039 1615.06,568.781 1615.48,568.524 1615.91,568.266 1616.34,568.008 1616.76,567.75 \n",
       "  1617.19,567.493 1617.61,567.235 1618.04,566.977 1618.47,566.72 1618.89,566.462 1619.32,566.204 1619.74,565.947 1620.17,565.689 1620.6,565.431 1621.02,565.173 \n",
       "  1621.45,564.916 1621.87,564.658 1622.3,564.4 1622.73,564.143 1623.15,563.885 1623.58,563.627 1624,563.37 1624.43,563.112 1624.86,562.854 1625.28,562.596 \n",
       "  1625.71,562.339 1626.13,562.081 1626.56,561.823 1626.98,561.566 1627.41,561.308 1627.84,561.05 1628.26,560.793 1628.69,560.535 1629.11,560.277 1629.54,560.019 \n",
       "  1629.97,559.762 1630.39,559.504 1630.82,559.246 1631.24,558.989 1631.67,558.731 1632.1,558.473 1632.52,558.216 1632.95,557.958 1633.37,557.7 1633.8,557.443 \n",
       "  1634.23,557.185 1634.65,556.927 1635.08,556.669 1635.5,556.412 1635.93,556.154 1636.36,555.896 1636.78,555.639 1637.21,555.381 1637.63,555.123 1638.06,554.866 \n",
       "  1638.48,554.608 1638.91,554.35 1639.34,554.092 1639.76,553.835 1640.19,553.577 1640.61,553.319 1641.04,553.062 1641.47,552.804 1641.89,552.546 1642.32,552.289 \n",
       "  1642.74,552.031 1643.17,551.773 1643.6,551.515 1644.02,551.258 1644.45,551 1644.87,550.742 1645.3,550.485 1645.73,550.227 1646.15,549.969 1646.58,549.712 \n",
       "  1647,549.454 1647.43,549.196 1647.85,548.938 1648.28,548.681 1648.71,548.423 1649.13,548.165 1649.56,547.908 1649.98,547.65 1650.41,547.392 1650.84,547.135 \n",
       "  1651.26,546.877 1651.69,546.619 1652.11,546.361 1652.54,546.104 1652.97,545.846 1653.39,545.588 1653.82,545.331 1654.24,545.073 1654.67,544.815 1655.1,544.558 \n",
       "  1655.52,544.3 1655.95,544.042 1656.37,543.785 1656.8,543.527 1657.23,543.269 1657.65,543.011 1658.08,542.754 1658.5,542.496 1658.93,542.238 1659.35,541.981 \n",
       "  1659.78,541.723 1660.21,541.465 1660.63,541.208 1661.06,540.95 1661.48,540.692 1661.91,540.434 1662.34,540.177 1662.76,539.919 1663.19,539.661 1663.61,539.404 \n",
       "  1664.04,539.146 1664.47,538.888 1664.89,538.631 1665.32,538.373 1665.74,538.115 1666.17,537.857 1666.6,537.6 1667.02,537.342 1667.45,537.084 1667.87,536.827 \n",
       "  1668.3,536.569 1668.73,536.311 1669.15,536.054 1669.58,535.796 1670,535.538 1670.43,535.28 1670.85,535.023 1671.28,534.765 1671.71,534.507 1672.13,534.25 \n",
       "  1672.56,533.992 1672.98,533.734 1673.41,533.477 1673.84,533.219 1674.26,532.961 1674.69,532.704 1675.11,532.446 1675.54,532.188 1675.97,531.93 1676.39,531.673 \n",
       "  1676.82,531.415 1677.24,531.157 1677.67,530.9 1678.1,530.642 1678.52,530.384 1678.95,530.127 1679.37,529.869 1679.8,529.611 1680.22,529.353 1680.65,529.096 \n",
       "  1681.08,528.838 1681.5,528.58 1681.93,528.323 1682.35,528.065 1682.78,527.807 1683.21,527.55 1683.63,527.292 1684.06,527.034 1684.48,526.776 1684.91,526.519 \n",
       "  1685.34,526.261 1685.76,526.003 1686.19,525.746 1686.61,525.488 1687.04,525.23 1687.47,524.973 1687.89,524.715 1688.32,524.457 1688.74,524.199 1689.17,523.942 \n",
       "  1689.6,523.684 1690.02,523.426 1690.45,523.169 1690.87,522.911 1691.3,522.653 1691.72,522.396 1692.15,522.138 1692.58,521.88 1693,521.622 1693.43,521.365 \n",
       "  1693.85,521.107 1694.28,520.849 1694.71,520.592 1695.13,520.334 1695.56,520.076 1695.98,519.819 1696.41,519.561 1696.84,519.303 1697.26,519.046 1697.69,518.788 \n",
       "  1698.11,518.53 1698.54,518.272 1698.97,518.015 1699.39,517.757 1699.82,517.499 1700.24,517.242 1700.67,516.984 1701.1,516.726 1701.52,516.469 1701.95,516.211 \n",
       "  1702.37,515.953 1702.8,515.695 1703.22,515.438 1703.65,515.18 1704.08,514.922 1704.5,514.665 1704.93,514.407 1705.35,514.149 1705.78,513.892 1706.21,513.634 \n",
       "  1706.63,513.376 1707.06,513.118 1707.48,512.861 1707.91,512.603 1708.34,512.345 1708.76,512.088 1709.19,511.83 1709.61,511.572 1710.04,511.315 1710.47,511.057 \n",
       "  1710.89,510.799 1711.32,510.541 1711.74,510.284 1712.17,510.026 1712.6,509.768 1713.02,509.511 1713.45,509.253 1713.87,508.995 1714.3,508.738 1714.72,508.48 \n",
       "  1715.15,508.222 1715.58,507.964 1716,507.707 1716.43,507.449 1716.85,507.191 1717.28,506.934 1717.71,506.676 1718.13,506.418 1718.56,506.161 1718.98,505.903 \n",
       "  1719.41,505.645 1719.84,505.388 1720.26,505.13 1720.69,504.872 1721.11,504.614 1721.54,504.357 1721.97,504.099 1722.39,503.841 1722.82,503.584 1723.24,503.326 \n",
       "  1723.67,503.068 1724.09,502.811 1724.52,502.553 1724.95,502.295 1725.37,502.037 1725.8,501.78 1726.22,501.522 1726.65,501.264 1727.08,501.007 1727.5,500.749 \n",
       "  1727.93,500.491 1728.35,500.234 1728.78,499.976 1729.21,499.718 1729.63,499.46 1730.06,499.203 1730.48,498.945 1730.91,498.687 1731.34,498.43 1731.76,498.172 \n",
       "  1732.19,497.914 1732.61,497.657 1733.04,497.399 1733.47,497.141 1733.89,496.883 1734.32,496.626 1734.74,496.368 1735.17,496.11 1735.59,495.853 1736.02,495.595 \n",
       "  1736.45,495.337 1736.87,495.08 1737.3,494.822 1737.72,494.564 1738.15,494.306 1738.58,494.049 1739,493.791 1739.43,493.533 1739.85,493.276 1740.28,493.018 \n",
       "  1740.71,492.76 1741.13,492.503 1741.56,492.245 1741.98,491.987 1742.41,491.73 1742.84,491.472 1743.26,491.214 1743.69,490.956 1744.11,490.699 1744.54,490.441 \n",
       "  1744.97,490.183 1745.39,489.926 1745.82,489.668 1746.24,489.41 1746.67,489.153 1747.09,488.895 1747.52,488.637 1747.95,488.379 1748.37,488.122 1748.8,487.864 \n",
       "  1749.22,487.606 1749.65,487.349 1750.08,487.091 1750.5,486.833 1750.93,486.576 1751.35,486.318 1751.78,486.06 1752.21,485.802 1752.63,485.545 1753.06,485.287 \n",
       "  1753.48,485.029 1753.91,484.772 1754.34,484.514 1754.76,484.256 1755.19,483.999 1755.61,483.741 1756.04,483.483 1756.47,483.225 1756.89,482.968 1757.32,482.71 \n",
       "  1757.74,482.452 1758.17,482.195 1758.59,481.937 1759.02,481.679 1759.45,481.422 1759.87,481.164 1760.3,480.906 1760.72,480.648 1761.15,480.391 1761.58,480.133 \n",
       "  1762,479.875 1762.43,479.618 1762.85,479.36 1763.28,479.102 1763.71,478.845 1764.13,478.587 1764.56,478.329 1764.98,478.072 1765.41,477.814 1765.84,477.556 \n",
       "  1766.26,477.298 1766.69,477.041 1767.11,476.783 1767.54,476.525 1767.96,476.268 1768.39,476.01 1768.82,475.752 1769.24,475.495 1769.67,475.237 1770.09,474.979 \n",
       "  1770.52,474.721 1770.95,474.464 1771.37,474.206 1771.8,473.948 1772.22,473.691 1772.65,473.433 1773.08,473.175 1773.5,472.918 1773.93,472.66 1774.35,472.402 \n",
       "  1774.78,472.144 1775.21,471.887 1775.63,471.629 1776.06,471.371 1776.48,471.114 1776.91,470.856 1777.34,470.598 1777.76,470.341 1778.19,470.083 1778.61,469.825 \n",
       "  1779.04,469.567 1779.46,469.31 1779.89,469.052 1780.32,468.794 1780.74,468.537 1781.17,468.279 1781.59,468.021 1782.02,467.764 1782.45,467.506 1782.87,467.248 \n",
       "  1783.3,466.991 1783.72,466.733 1784.15,466.475 1784.58,466.217 1785,465.96 1785.43,465.702 1785.85,465.444 1786.28,465.187 1786.71,464.929 1787.13,464.671 \n",
       "  1787.56,464.414 1787.98,464.156 1788.41,463.898 1788.84,463.64 1789.26,463.383 1789.69,463.125 1790.11,462.867 1790.54,462.61 1790.96,462.352 1791.39,462.094 \n",
       "  1791.82,461.837 1792.24,461.579 1792.67,461.321 1793.09,461.063 1793.52,460.806 1793.95,460.548 1794.37,460.29 1794.8,460.033 1795.22,459.775 1795.65,459.517 \n",
       "  1796.08,459.26 1796.5,459.002 1796.93,458.744 1797.35,458.486 1797.78,458.229 1798.21,457.971 1798.63,457.713 1799.06,457.456 1799.48,457.198 1799.91,456.94 \n",
       "  1800.34,456.683 1800.76,456.425 1801.19,456.167 1801.61,455.909 1802.04,455.652 1802.46,455.394 1802.89,455.136 1803.32,454.879 1803.74,454.621 1804.17,454.363 \n",
       "  1804.59,454.106 1805.02,453.848 1805.45,453.59 1805.87,453.333 1806.3,453.075 1806.72,452.817 1807.15,452.559 1807.58,452.302 1808,452.044 1808.43,451.786 \n",
       "  1808.85,451.529 1809.28,451.271 1809.71,451.013 1810.13,450.756 1810.56,450.498 1810.98,450.24 1811.41,449.982 1811.83,449.725 1812.26,449.467 1812.69,449.209 \n",
       "  1813.11,448.952 1813.54,448.694 1813.96,448.436 1814.39,448.179 1814.82,447.921 1815.24,447.663 1815.67,447.405 1816.09,447.148 1816.52,446.89 1816.95,446.632 \n",
       "  1817.37,446.375 1817.8,446.117 1818.22,445.859 1818.65,445.602 1819.08,445.344 1819.5,445.086 1819.93,444.828 1820.35,444.571 1820.78,444.313 1821.21,444.055 \n",
       "  1821.63,443.798 1822.06,443.54 1822.48,443.282 1822.91,443.025 1823.33,442.767 1823.76,442.509 1824.19,442.251 1824.61,441.994 1825.04,441.736 1825.46,441.478 \n",
       "  1825.89,441.221 1826.32,440.963 1826.74,440.705 1827.17,440.448 1827.59,440.19 1828.02,439.932 1828.45,439.675 1828.87,439.417 1829.3,439.159 1829.72,438.901 \n",
       "  1830.15,438.644 1830.58,438.386 1831,438.128 1831.43,437.871 1831.85,437.613 1832.28,437.355 1832.71,437.098 1833.13,436.84 1833.56,436.582 1833.98,436.324 \n",
       "  1834.41,436.067 1834.83,435.809 1835.26,435.551 1835.69,435.294 1836.11,435.036 1836.54,434.778 1836.96,434.521 1837.39,434.263 1837.82,434.005 1838.24,433.747 \n",
       "  1838.67,433.49 1839.09,433.232 1839.52,432.974 1839.95,432.717 1840.37,432.459 1840.8,432.201 1841.22,431.944 1841.65,431.686 1842.08,431.428 1842.5,431.17 \n",
       "  1842.93,430.913 1843.35,430.655 1843.78,430.397 1844.2,430.14 1844.63,429.882 1845.06,429.624 1845.48,429.367 1845.91,429.109 1846.33,428.851 1846.76,428.593 \n",
       "  1847.19,428.336 1847.61,428.078 1848.04,427.82 1848.46,427.563 1848.89,427.305 1849.32,427.047 1849.74,426.79 1850.17,426.532 1850.59,426.274 1851.02,426.017 \n",
       "  1851.45,425.759 1851.87,425.501 1852.3,425.243 1852.72,424.986 1853.15,424.728 1853.58,424.47 1854,424.213 1854.43,423.955 1854.85,423.697 1855.28,423.44 \n",
       "  1855.7,423.182 1856.13,422.924 1856.56,422.666 1856.98,422.409 1857.41,422.151 1857.83,421.893 1858.26,421.636 1858.69,421.378 1859.11,421.12 1859.54,420.863 \n",
       "  1859.96,420.605 1860.39,420.347 1860.82,420.089 1861.24,419.832 1861.67,419.574 1862.09,419.316 1862.52,419.059 1862.95,418.801 1863.37,418.543 1863.8,418.286 \n",
       "  1864.22,418.028 1864.65,417.77 1865.08,417.512 1865.5,417.255 1865.93,416.997 1866.35,416.739 1866.78,416.482 1867.2,416.224 1867.63,415.966 1868.06,415.709 \n",
       "  1868.48,415.451 1868.91,415.193 1869.33,414.935 1869.76,414.678 1870.19,414.42 1870.61,414.162 1871.04,413.905 1871.46,413.647 1871.89,413.389 1872.32,413.132 \n",
       "  1872.74,412.874 1873.17,412.616 1873.59,412.359 1874.02,412.101 1874.45,411.843 1874.87,411.585 1875.3,411.328 1875.72,411.07 1876.15,410.812 1876.58,410.555 \n",
       "  1877,410.297 1877.43,410.039 1877.85,409.782 1878.28,409.524 1878.7,409.266 1879.13,409.008 1879.56,408.751 1879.98,408.493 1880.41,408.235 1880.83,407.978 \n",
       "  1881.26,407.72 1881.69,407.462 1882.11,407.205 1882.54,406.947 1882.96,406.689 1883.39,406.431 1883.82,406.174 1884.24,405.916 1884.67,405.658 1885.09,405.401 \n",
       "  1885.52,405.143 1885.95,404.885 1886.37,404.628 1886.8,404.37 1887.22,404.112 1887.65,403.854 1888.07,403.597 1888.5,403.339 1888.93,403.081 1889.35,402.824 \n",
       "  1889.78,402.566 1890.2,402.308 1890.63,402.051 1891.06,401.793 1891.48,401.535 1891.91,401.278 1892.33,401.02 1892.76,400.762 1893.19,400.504 1893.61,400.247 \n",
       "  1894.04,399.989 1894.46,399.731 1894.89,399.474 1895.32,399.216 1895.74,398.958 1896.17,398.701 1896.59,398.443 1897.02,398.185 1897.45,397.927 1897.87,397.67 \n",
       "  1898.3,397.412 1898.72,397.154 1899.15,396.897 1899.57,396.639 1900,396.381 1900.43,396.124 1900.85,395.866 1901.28,395.608 1901.7,395.35 1902.13,395.093 \n",
       "  1902.56,394.835 1902.98,394.577 1903.41,394.32 1903.83,394.062 1904.26,393.804 1904.69,393.547 1905.11,393.289 1905.54,393.031 1905.96,392.773 1906.39,392.516 \n",
       "  1906.82,392.258 1907.24,392 1907.67,391.743 1908.09,391.485 1908.52,391.227 1908.95,390.97 1909.37,390.712 1909.8,390.454 1910.22,390.196 1910.65,389.939 \n",
       "  1911.07,389.681 1911.5,389.423 1911.93,389.166 1912.35,388.908 1912.78,388.65 1913.2,388.393 1913.63,388.135 1914.06,387.877 1914.48,387.62 1914.91,387.362 \n",
       "  1915.33,387.104 1915.76,386.846 1916.19,386.589 1916.61,386.331 1917.04,386.073 1917.46,385.816 1917.89,385.558 1918.32,385.3 1918.74,385.043 1919.17,384.785 \n",
       "  1919.59,384.527 1920.02,384.269 1920.45,384.012 1920.87,383.754 1921.3,383.496 1921.72,383.239 1922.15,382.981 1922.57,382.723 1923,382.466 1923.43,382.208 \n",
       "  1923.85,381.95 1924.28,381.692 1924.7,381.435 1925.13,381.177 1925.56,380.919 1925.98,380.662 1926.41,380.404 1926.83,380.146 1927.26,379.889 1927.69,379.631 \n",
       "  1928.11,379.373 1928.54,379.115 1928.96,378.858 1929.39,378.6 1929.82,378.342 1930.24,378.085 1930.67,377.827 1931.09,377.569 1931.52,377.312 1931.94,377.054 \n",
       "  1932.37,376.796 1932.8,376.538 1933.22,376.281 1933.65,376.023 1934.07,375.765 1934.5,375.508 1934.93,375.25 1935.35,374.992 1935.78,374.735 1936.2,374.477 \n",
       "  1936.63,374.219 1937.06,373.962 1937.48,373.704 1937.91,373.446 1938.33,373.188 1938.76,372.931 1939.19,372.673 1939.61,372.415 1940.04,372.158 1940.46,371.9 \n",
       "  1940.89,371.642 1941.32,371.385 1941.74,371.127 1942.17,370.869 1942.59,370.611 1943.02,370.354 1943.44,370.096 1943.87,369.838 1944.3,369.581 1944.72,369.323 \n",
       "  1945.15,369.065 1945.57,368.808 1946,368.55 1946.43,368.292 1946.85,368.034 1947.28,367.777 1947.7,367.519 1948.13,367.261 1948.56,367.004 1948.98,366.746 \n",
       "  1949.41,366.488 1949.83,366.231 1950.26,365.973 1950.69,365.715 1951.11,365.457 1951.54,365.2 1951.96,364.942 1952.39,364.684 1952.82,364.427 1953.24,364.169 \n",
       "  1953.67,363.911 1954.09,363.654 1954.52,363.396 1954.94,363.138 1955.37,362.88 1955.8,362.623 1956.22,362.365 1956.65,362.107 1957.07,361.85 1957.5,361.592 \n",
       "  1957.93,361.334 1958.35,361.077 1958.78,360.819 1959.2,360.561 1959.63,360.304 1960.06,360.046 1960.48,359.788 1960.91,359.53 1961.33,359.273 1961.76,359.015 \n",
       "  1962.19,358.757 1962.61,358.5 1963.04,358.242 1963.46,357.984 1963.89,357.727 1964.32,357.469 1964.74,357.211 1965.17,356.953 1965.59,356.696 1966.02,356.438 \n",
       "  1966.44,356.18 1966.87,355.923 1967.3,355.665 1967.72,355.407 1968.15,355.15 1968.57,354.892 1969,354.634 1969.43,354.376 1969.85,354.119 1970.28,353.861 \n",
       "  1970.7,353.603 1971.13,353.346 1971.56,353.088 1971.98,352.83 1972.41,352.573 1972.83,352.315 1973.26,352.057 1973.69,351.799 1974.11,351.542 1974.54,351.284 \n",
       "  1974.96,351.026 1975.39,350.769 1975.81,350.511 1976.24,350.253 1976.67,349.996 1977.09,349.738 1977.52,349.48 1977.94,349.223 1978.37,348.965 1978.8,348.707 \n",
       "  1979.22,348.449 1979.65,348.192 1980.07,347.934 1980.5,347.676 1980.93,347.419 1981.35,347.161 1981.78,346.903 1982.2,346.646 1982.63,346.388 1983.06,346.13 \n",
       "  1983.48,345.872 1983.91,345.615 1984.33,345.357 1984.76,345.099 1985.19,344.842 1985.61,344.584 1986.04,344.326 1986.46,344.069 1986.89,343.811 1987.31,343.553 \n",
       "  1987.74,343.295 1988.17,343.038 1988.59,342.78 1989.02,342.522 1989.44,342.265 1989.87,342.007 1990.3,341.749 1990.72,341.492 1991.15,341.234 1991.57,340.976 \n",
       "  1992,340.718 1992.43,340.461 1992.85,340.203 1993.28,339.945 1993.7,339.688 1994.13,339.43 1994.56,339.172 1994.98,338.915 1995.41,338.657 1995.83,338.399 \n",
       "  1996.26,338.141 1996.69,337.884 1997.11,337.626 1997.54,337.368 1997.96,337.111 1998.39,336.853 1998.81,336.595 1999.24,336.338 1999.67,336.08 2000.09,335.822 \n",
       "  2000.52,335.565 2000.94,335.307 2001.37,335.049 2001.8,334.791 2002.22,334.534 2002.65,334.276 2003.07,334.018 2003.5,333.761 2003.93,333.503 2004.35,333.245 \n",
       "  2004.78,332.988 2005.2,332.73 2005.63,332.472 2006.06,332.214 2006.48,331.957 2006.91,331.699 2007.33,331.441 2007.76,331.184 2008.18,330.926 2008.61,330.668 \n",
       "  2009.04,330.411 2009.46,330.153 2009.89,329.895 2010.31,329.637 2010.74,329.38 2011.17,329.122 2011.59,328.864 2012.02,328.607 2012.44,328.349 2012.87,328.091 \n",
       "  2013.3,327.834 2013.72,327.576 2014.15,327.318 2014.57,327.06 2015,326.803 2015.43,326.545 2015.85,326.287 2016.28,326.03 2016.7,325.772 2017.13,325.514 \n",
       "  2017.56,325.257 2017.98,324.999 2018.41,324.741 2018.83,324.483 2019.26,324.226 2019.68,323.968 2020.11,323.71 2020.54,323.453 2020.96,323.195 2021.39,322.937 \n",
       "  2021.81,322.68 2022.24,322.422 2022.67,322.164 2023.09,321.907 2023.52,321.649 2023.94,321.391 2024.37,321.133 2024.8,320.876 2025.22,320.618 2025.65,320.36 \n",
       "  2026.07,320.103 2026.5,319.845 2026.93,319.587 2027.35,319.33 2027.78,319.072 2028.2,318.814 2028.63,318.556 2029.06,318.299 2029.48,318.041 2029.91,317.783 \n",
       "  2030.33,317.526 2030.76,317.268 2031.18,317.01 2031.61,316.753 2032.04,316.495 2032.46,316.237 2032.89,315.979 2033.31,315.722 2033.74,315.464 2034.17,315.206 \n",
       "  2034.59,314.949 2035.02,314.691 2035.44,314.433 2035.87,314.176 2036.3,313.918 2036.72,313.66 2037.15,313.402 2037.57,313.145 2038,312.887 2038.43,312.629 \n",
       "  2038.85,312.372 2039.28,312.114 2039.7,311.856 2040.13,311.599 2040.56,311.341 2040.98,311.083 2041.41,310.825 2041.83,310.568 2042.26,310.31 2042.68,310.052 \n",
       "  2043.11,309.795 2043.54,309.537 2043.96,309.279 2044.39,309.022 2044.81,308.764 2045.24,308.506 2045.67,308.249 2046.09,307.991 2046.52,307.733 2046.94,307.475 \n",
       "  2047.37,307.218 2047.8,306.96 2048.22,306.702 2048.65,306.445 2049.07,306.187 2049.5,305.929 2049.93,305.672 2050.35,305.414 2050.78,305.156 2051.2,304.898 \n",
       "  2051.63,304.641 2052.05,304.383 2052.48,304.125 2052.91,303.868 2053.33,303.61 2053.76,303.352 2054.18,303.095 2054.61,302.837 2055.04,302.579 2055.46,302.321 \n",
       "  2055.89,302.064 2056.31,301.806 2056.74,301.548 2057.17,301.291 2057.59,301.033 2058.02,300.775 2058.44,300.518 2058.87,300.26 2059.3,300.002 2059.72,299.744 \n",
       "  2060.15,299.487 2060.57,299.229 2061,298.971 2061.43,298.714 2061.85,298.456 2062.28,298.198 2062.7,297.941 2063.13,297.683 2063.55,297.425 2063.98,297.167 \n",
       "  2064.41,296.91 2064.83,296.652 2065.26,296.394 2065.68,296.137 2066.11,295.879 2066.54,295.621 2066.96,295.364 2067.39,295.106 2067.81,294.848 2068.24,294.591 \n",
       "  2068.67,294.333 2069.09,294.075 2069.52,293.817 2069.94,293.56 2070.37,293.302 2070.8,293.044 2071.22,292.787 2071.65,292.529 2072.07,292.271 2072.5,292.014 \n",
       "  2072.93,291.756 2073.35,291.498 2073.78,291.24 2074.2,290.983 2074.63,290.725 2075.05,290.467 2075.48,290.21 2075.91,289.952 2076.33,289.694 2076.76,289.437 \n",
       "  2077.18,289.179 2077.61,288.921 2078.04,288.663 2078.46,288.406 2078.89,288.148 2079.31,287.89 2079.74,287.633 2080.17,287.375 2080.59,287.117 2081.02,286.86 \n",
       "  2081.44,286.602 2081.87,286.344 2082.3,286.086 2082.72,285.829 2083.15,285.571 2083.57,285.313 2084,285.056 2084.43,284.798 2084.85,284.54 2085.28,284.283 \n",
       "  2085.7,284.025 2086.13,283.767 2086.55,283.51 2086.98,283.252 2087.41,282.994 2087.83,282.736 2088.26,282.479 2088.68,282.221 2089.11,281.963 2089.54,281.706 \n",
       "  2089.96,281.448 2090.39,281.19 2090.81,280.933 2091.24,280.675 2091.67,280.417 2092.09,280.159 2092.52,279.902 2092.94,279.644 2093.37,279.386 2093.8,279.129 \n",
       "  2094.22,278.871 2094.65,278.613 2095.07,278.356 2095.5,278.098 2095.92,277.84 2096.35,277.582 2096.78,277.325 2097.2,277.067 2097.63,276.809 2098.05,276.552 \n",
       "  2098.48,276.294 2098.91,276.036 2099.33,275.779 2099.76,275.521 2100.18,275.263 2100.61,275.005 2101.04,274.748 2101.46,274.49 2101.89,274.232 2102.31,273.975 \n",
       "  2102.74,273.717 2103.17,273.459 2103.59,273.202 2104.02,272.944 2104.44,272.686 2104.87,272.428 2105.3,272.171 2105.72,271.913 2106.15,271.655 2106.57,271.398 \n",
       "  2107,271.14 2107.42,270.882 2107.85,270.625 2108.28,270.367 2108.7,270.109 2109.13,269.852 2109.55,269.594 2109.98,269.336 2110.41,269.078 2110.83,268.821 \n",
       "  2111.26,268.563 2111.68,268.305 2112.11,268.048 2112.54,267.79 2112.96,267.532 2113.39,267.275 2113.81,267.017 2114.24,266.759 2114.67,266.501 2115.09,266.244 \n",
       "  2115.52,265.986 2115.94,265.728 2116.37,265.471 2116.8,265.213 2117.22,264.955 2117.65,264.698 2118.07,264.44 2118.5,264.182 2118.92,263.924 2119.35,263.667 \n",
       "  2119.78,263.409 2120.2,263.151 2120.63,262.894 2121.05,262.636 2121.48,262.378 2121.91,262.121 2122.33,261.863 2122.76,261.605 2123.18,261.347 2123.61,261.09 \n",
       "  2124.04,260.832 2124.46,260.574 2124.89,260.317 2125.31,260.059 2125.74,259.801 2126.17,259.544 2126.59,259.286 2127.02,259.028 2127.44,258.77 2127.87,258.513 \n",
       "  2128.29,258.255 2128.72,257.997 2129.15,257.74 2129.57,257.482 2130,257.224 2130.42,256.967 2130.85,256.709 2131.28,256.451 2131.7,256.194 2132.13,255.936 \n",
       "  2132.55,255.678 2132.98,255.42 2133.41,255.163 2133.83,254.905 2134.26,254.647 2134.68,254.39 2135.11,254.132 2135.54,253.874 2135.96,253.617 2136.39,253.359 \n",
       "  2136.81,253.101 2137.24,252.843 2137.67,252.586 2138.09,252.328 2138.52,252.07 2138.94,251.813 2139.37,251.555 2139.79,251.297 2140.22,251.04 2140.65,250.782 \n",
       "  2141.07,250.524 2141.5,250.266 2141.92,250.009 2142.35,249.751 2142.78,249.493 2143.2,249.236 2143.63,248.978 2144.05,248.72 2144.48,248.463 2144.91,248.205 \n",
       "  2145.33,247.947 2145.76,247.689 2146.18,247.432 2146.61,247.174 2147.04,246.916 2147.46,246.659 2147.89,246.401 2148.31,246.143 2148.74,245.886 2149.17,245.628 \n",
       "  2149.59,245.37 2150.02,245.112 2150.44,244.855 2150.87,244.597 2151.29,244.339 2151.72,244.082 2152.15,243.824 2152.57,243.566 2153,243.309 2153.42,243.051 \n",
       "  2153.85,242.793 2154.28,242.536 2154.7,242.278 2155.13,242.02 2155.55,241.762 2155.98,241.505 2156.41,241.247 2156.83,240.989 2157.26,240.732 2157.68,240.474 \n",
       "  2158.11,240.216 2158.54,239.959 2158.96,239.701 2159.39,239.443 2159.81,239.185 2160.24,238.928 2160.67,238.67 2161.09,238.412 2161.52,238.155 2161.94,237.897 \n",
       "  2162.37,237.639 2162.79,237.382 2163.22,237.124 2163.65,236.866 2164.07,236.608 2164.5,236.351 2164.92,236.093 2165.35,235.835 2165.78,235.578 2166.2,235.32 \n",
       "  2166.63,235.062 2167.05,234.805 2167.48,234.547 2167.91,234.289 2168.33,234.031 2168.76,233.774 2169.18,233.516 2169.61,233.258 2170.04,233.001 2170.46,232.743 \n",
       "  2170.89,232.485 2171.31,232.228 2171.74,231.97 2172.16,231.712 2172.59,231.454 2173.02,231.197 2173.44,230.939 2173.87,230.681 2174.29,230.424 2174.72,230.166 \n",
       "  2175.15,229.908 2175.57,229.651 2176,229.393 2176.42,229.135 2176.85,228.878 2177.28,228.62 2177.7,228.362 2178.13,228.104 2178.55,227.847 2178.98,227.589 \n",
       "  2179.41,227.331 2179.83,227.074 2180.26,226.816 2180.68,226.558 2181.11,226.301 2181.54,226.043 2181.96,225.785 2182.39,225.527 2182.81,225.27 2183.24,225.012 \n",
       "  2183.66,224.754 2184.09,224.497 2184.52,224.239 2184.94,223.981 2185.37,223.724 2185.79,223.466 2186.22,223.208 2186.65,222.95 2187.07,222.693 2187.5,222.435 \n",
       "  2187.92,222.177 2188.35,221.92 2188.78,221.662 2189.2,221.404 2189.63,221.147 2190.05,220.889 2190.48,220.631 2190.91,220.373 2191.33,220.116 2191.76,219.858 \n",
       "  2192.18,219.6 2192.61,219.343 2193.04,219.085 2193.46,218.827 2193.89,218.57 2194.31,218.312 2194.74,218.054 2195.16,217.797 2195.59,217.539 2196.02,217.281 \n",
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       "  479.977,1307.52 480.403,1307.38 480.829,1307.24 481.254,1307.1 481.68,1306.96 482.106,1306.83 482.532,1306.69 482.958,1306.55 483.384,1306.41 483.81,1306.27 \n",
       "  484.236,1306.14 484.662,1306 485.088,1305.86 485.514,1305.72 485.94,1305.59 486.366,1305.45 486.791,1305.31 487.217,1305.17 487.643,1305.04 488.069,1304.9 \n",
       "  488.495,1304.76 488.921,1304.62 489.347,1304.49 489.773,1304.35 490.199,1304.21 490.625,1304.07 491.051,1303.94 491.477,1303.8 491.902,1303.66 492.328,1303.52 \n",
       "  492.754,1303.39 493.18,1303.25 493.606,1303.11 494.032,1302.97 494.458,1302.84 494.884,1302.7 495.31,1302.56 495.736,1302.43 496.162,1302.29 496.588,1302.15 \n",
       "  497.014,1302.01 497.439,1301.88 497.865,1301.74 498.291,1301.6 498.717,1301.47 499.143,1301.33 499.569,1301.19 499.995,1301.05 500.421,1300.92 500.847,1300.78 \n",
       "  501.273,1300.64 501.699,1300.51 502.125,1300.37 502.551,1300.23 502.976,1300.1 503.402,1299.96 503.828,1299.82 504.254,1299.69 504.68,1299.55 505.106,1299.41 \n",
       "  505.532,1299.28 505.958,1299.14 506.384,1299 506.81,1298.87 507.236,1298.73 507.662,1298.59 508.088,1298.46 508.513,1298.32 508.939,1298.18 509.365,1298.05 \n",
       "  509.791,1297.91 510.217,1297.77 510.643,1297.64 511.069,1297.5 511.495,1297.36 511.921,1297.23 512.347,1297.09 512.773,1296.95 513.199,1296.82 513.625,1296.68 \n",
       "  514.05,1296.55 514.476,1296.41 514.902,1296.27 515.328,1296.14 515.754,1296 516.18,1295.86 516.606,1295.73 517.032,1295.59 517.458,1295.46 517.884,1295.32 \n",
       "  518.31,1295.18 518.736,1295.05 519.162,1294.91 519.587,1294.77 520.013,1294.64 520.439,1294.5 520.865,1294.37 521.291,1294.23 521.717,1294.09 522.143,1293.96 \n",
       "  522.569,1293.82 522.995,1293.69 523.421,1293.55 523.847,1293.41 524.273,1293.28 524.698,1293.14 525.124,1293.01 525.55,1292.87 525.976,1292.73 526.402,1292.6 \n",
       "  526.828,1292.46 527.254,1292.33 527.68,1292.19 528.106,1292.06 528.532,1291.92 528.958,1291.78 529.384,1291.65 529.81,1291.51 530.235,1291.38 530.661,1291.24 \n",
       "  531.087,1291.11 531.513,1290.97 531.939,1290.83 532.365,1290.7 532.791,1290.56 533.217,1290.43 533.643,1290.29 534.069,1290.16 534.495,1290.02 534.921,1289.89 \n",
       "  535.347,1289.75 535.772,1289.61 536.198,1289.48 536.624,1289.34 537.05,1289.21 537.476,1289.07 537.902,1288.94 538.328,1288.8 538.754,1288.67 539.18,1288.53 \n",
       "  539.606,1288.4 540.032,1288.26 540.458,1288.13 540.884,1287.99 541.309,1287.85 541.735,1287.72 542.161,1287.58 542.587,1287.45 543.013,1287.31 543.439,1287.18 \n",
       "  543.865,1287.04 544.291,1286.91 544.717,1286.77 545.143,1286.64 545.569,1286.5 545.995,1286.37 546.421,1286.23 546.846,1286.1 547.272,1285.96 547.698,1285.83 \n",
       "  548.124,1285.69 548.55,1285.56 548.976,1285.42 549.402,1285.29 549.828,1285.15 550.254,1285.02 550.68,1284.88 551.106,1284.75 551.532,1284.61 551.958,1284.48 \n",
       "  552.383,1284.34 552.809,1284.21 553.235,1284.07 553.661,1283.94 554.087,1283.8 554.513,1283.67 554.939,1283.53 555.365,1283.4 555.791,1283.26 556.217,1283.13 \n",
       "  556.643,1282.99 557.069,1282.86 557.494,1282.72 557.92,1282.59 558.346,1282.45 558.772,1282.32 559.198,1282.18 559.624,1282.05 560.05,1281.91 560.476,1281.78 \n",
       "  560.902,1281.65 561.328,1281.51 561.754,1281.38 562.18,1281.24 562.606,1281.11 563.031,1280.97 563.457,1280.84 563.883,1280.7 564.309,1280.57 564.735,1280.43 \n",
       "  565.161,1280.3 565.587,1280.16 566.013,1280.03 566.439,1279.9 566.865,1279.76 567.291,1279.63 567.717,1279.49 568.143,1279.36 568.568,1279.22 568.994,1279.09 \n",
       "  569.42,1278.95 569.846,1278.82 570.272,1278.69 570.698,1278.55 571.124,1278.42 571.55,1278.28 571.976,1278.15 572.402,1278.01 572.828,1277.88 573.254,1277.74 \n",
       "  573.68,1277.61 574.105,1277.48 574.531,1277.34 574.957,1277.21 575.383,1277.07 575.809,1276.94 576.235,1276.8 576.661,1276.67 577.087,1276.54 577.513,1276.4 \n",
       "  577.939,1276.27 578.365,1276.13 578.791,1276 579.217,1275.86 579.642,1275.73 580.068,1275.6 580.494,1275.46 580.92,1275.33 581.346,1275.19 581.772,1275.06 \n",
       "  582.198,1274.93 582.624,1274.79 583.05,1274.66 583.476,1274.52 583.902,1274.39 584.328,1274.26 584.753,1274.12 585.179,1273.99 585.605,1273.85 586.031,1273.72 \n",
       "  586.457,1273.59 586.883,1273.45 587.309,1273.32 587.735,1273.18 588.161,1273.05 588.587,1272.92 589.013,1272.78 589.439,1272.65 589.865,1272.51 590.29,1272.38 \n",
       "  590.716,1272.25 591.142,1272.11 591.568,1271.98 591.994,1271.84 592.42,1271.71 592.846,1271.58 593.272,1271.44 593.698,1271.31 594.124,1271.17 594.55,1271.04 \n",
       "  594.976,1270.91 595.402,1270.77 595.827,1270.64 596.253,1270.51 596.679,1270.37 597.105,1270.24 597.531,1270.1 597.957,1269.97 598.383,1269.84 598.809,1269.7 \n",
       "  599.235,1269.57 599.661,1269.44 600.087,1269.3 600.513,1269.17 600.939,1269.04 601.364,1268.9 601.79,1268.77 602.216,1268.63 602.642,1268.5 603.068,1268.37 \n",
       "  603.494,1268.23 603.92,1268.1 604.346,1267.97 604.772,1267.83 605.198,1267.7 605.624,1267.57 606.05,1267.43 606.476,1267.3 606.901,1267.16 607.327,1267.03 \n",
       "  607.753,1266.9 608.179,1266.76 608.605,1266.63 609.031,1266.5 609.457,1266.36 609.883,1266.23 610.309,1266.1 610.735,1265.96 611.161,1265.83 611.587,1265.7 \n",
       "  612.013,1265.56 612.438,1265.43 612.864,1265.3 613.29,1265.16 613.716,1265.03 614.142,1264.9 614.568,1264.76 614.994,1264.63 615.42,1264.5 615.846,1264.36 \n",
       "  616.272,1264.23 616.698,1264.1 617.124,1263.96 617.549,1263.83 617.975,1263.7 618.401,1263.56 618.827,1263.43 619.253,1263.3 619.679,1263.16 620.105,1263.03 \n",
       "  620.531,1262.9 620.957,1262.76 621.383,1262.63 621.809,1262.5 622.235,1262.36 622.661,1262.23 623.086,1262.1 623.512,1261.96 623.938,1261.83 624.364,1261.7 \n",
       "  624.79,1261.56 625.216,1261.43 625.642,1261.3 626.068,1261.16 626.494,1261.03 626.92,1260.9 627.346,1260.76 627.772,1260.63 628.198,1260.5 628.623,1260.37 \n",
       "  629.049,1260.23 629.475,1260.1 629.901,1259.97 630.327,1259.83 630.753,1259.7 631.179,1259.57 631.605,1259.43 632.031,1259.3 632.457,1259.17 632.883,1259.03 \n",
       "  633.309,1258.9 633.735,1258.77 634.16,1258.64 634.586,1258.5 635.012,1258.37 635.438,1258.24 635.864,1258.1 636.29,1257.97 636.716,1257.84 637.142,1257.7 \n",
       "  637.568,1257.57 637.994,1257.44 638.42,1257.31 638.846,1257.17 639.272,1257.04 639.697,1256.91 640.123,1256.77 640.549,1256.64 640.975,1256.51 641.401,1256.37 \n",
       "  641.827,1256.24 642.253,1256.11 642.679,1255.98 643.105,1255.84 643.531,1255.71 643.957,1255.58 644.383,1255.44 644.809,1255.31 645.234,1255.18 645.66,1255.05 \n",
       "  646.086,1254.91 646.512,1254.78 646.938,1254.65 647.364,1254.52 647.79,1254.38 648.216,1254.25 648.642,1254.12 649.068,1253.98 649.494,1253.85 649.92,1253.72 \n",
       "  650.345,1253.59 650.771,1253.45 651.197,1253.32 651.623,1253.19 652.049,1253.05 652.475,1252.92 652.901,1252.79 653.327,1252.66 653.753,1252.52 654.179,1252.39 \n",
       "  654.605,1252.26 655.031,1252.13 655.457,1251.99 655.882,1251.86 656.308,1251.73 656.734,1251.6 657.16,1251.46 657.586,1251.33 658.012,1251.2 658.438,1251.06 \n",
       "  658.864,1250.93 659.29,1250.8 659.716,1250.67 660.142,1250.53 660.568,1250.4 660.994,1250.27 661.419,1250.14 661.845,1250 662.271,1249.87 662.697,1249.74 \n",
       "  663.123,1249.61 663.549,1249.47 663.975,1249.34 664.401,1249.21 664.827,1249.08 665.253,1248.94 665.679,1248.81 666.105,1248.68 666.531,1248.55 666.956,1248.41 \n",
       "  667.382,1248.28 667.808,1248.15 668.234,1248.02 668.66,1247.88 669.086,1247.75 669.512,1247.62 669.938,1247.49 670.364,1247.35 670.79,1247.22 671.216,1247.09 \n",
       "  671.642,1246.96 672.068,1246.82 672.493,1246.69 672.919,1246.56 673.345,1246.43 673.771,1246.29 674.197,1246.16 674.623,1246.03 675.049,1245.9 675.475,1245.76 \n",
       "  675.901,1245.63 676.327,1245.5 676.753,1245.37 677.179,1245.24 677.605,1245.1 678.03,1244.97 678.456,1244.84 678.882,1244.71 679.308,1244.57 679.734,1244.44 \n",
       "  680.16,1244.31 680.586,1244.18 681.012,1244.04 681.438,1243.91 681.864,1243.78 682.29,1243.65 682.716,1243.52 683.141,1243.38 683.567,1243.25 683.993,1243.12 \n",
       "  684.419,1242.99 684.845,1242.85 685.271,1242.72 685.697,1242.59 686.123,1242.46 686.549,1242.33 686.975,1242.19 687.401,1242.06 687.827,1241.93 688.253,1241.8 \n",
       "  688.678,1241.66 689.104,1241.53 689.53,1241.4 689.956,1241.27 690.382,1241.14 690.808,1241 691.234,1240.87 691.66,1240.74 692.086,1240.61 692.512,1240.47 \n",
       "  692.938,1240.34 693.364,1240.21 693.79,1240.08 694.215,1239.95 694.641,1239.81 695.067,1239.68 695.493,1239.55 695.919,1239.42 696.345,1239.29 696.771,1239.15 \n",
       "  697.197,1239.02 697.623,1238.89 698.049,1238.76 698.475,1238.62 698.901,1238.49 699.327,1238.36 699.752,1238.23 700.178,1238.1 700.604,1237.96 701.03,1237.83 \n",
       "  701.456,1237.7 701.882,1237.57 702.308,1237.44 702.734,1237.3 703.16,1237.17 703.586,1237.04 704.012,1236.91 704.438,1236.78 704.864,1236.64 705.289,1236.51 \n",
       "  705.715,1236.38 706.141,1236.25 706.567,1236.12 706.993,1235.98 707.419,1235.85 707.845,1235.72 708.271,1235.59 708.697,1235.46 709.123,1235.32 709.549,1235.19 \n",
       "  709.975,1235.06 710.401,1234.93 710.826,1234.8 711.252,1234.66 711.678,1234.53 712.104,1234.4 712.53,1234.27 712.956,1234.14 713.382,1234.01 713.808,1233.87 \n",
       "  714.234,1233.74 714.66,1233.61 715.086,1233.48 715.512,1233.35 715.937,1233.21 716.363,1233.08 716.789,1232.95 717.215,1232.82 717.641,1232.69 718.067,1232.55 \n",
       "  718.493,1232.42 718.919,1232.29 719.345,1232.16 719.771,1232.03 720.197,1231.9 720.623,1231.76 721.049,1231.63 721.474,1231.5 721.9,1231.37 722.326,1231.24 \n",
       "  722.752,1231.1 723.178,1230.97 723.604,1230.84 724.03,1230.71 724.456,1230.58 724.882,1230.45 725.308,1230.31 725.734,1230.18 726.16,1230.05 726.586,1229.92 \n",
       "  727.011,1229.79 727.437,1229.65 727.863,1229.52 728.289,1229.39 728.715,1229.26 729.141,1229.13 729.567,1229 729.993,1228.86 730.419,1228.73 730.845,1228.6 \n",
       "  731.271,1228.47 731.697,1228.34 732.123,1228.21 732.548,1228.07 732.974,1227.94 733.4,1227.81 733.826,1227.68 734.252,1227.55 734.678,1227.42 735.104,1227.28 \n",
       "  735.53,1227.15 735.956,1227.02 736.382,1226.89 736.808,1226.76 737.234,1226.63 737.66,1226.49 738.085,1226.36 738.511,1226.23 738.937,1226.1 739.363,1225.97 \n",
       "  739.789,1225.84 740.215,1225.7 740.641,1225.57 741.067,1225.44 741.493,1225.31 741.919,1225.18 742.345,1225.05 742.771,1224.91 743.196,1224.78 743.622,1224.65 \n",
       "  744.048,1224.52 744.474,1224.39 744.9,1224.26 745.326,1224.12 745.752,1223.99 746.178,1223.86 746.604,1223.73 747.03,1223.6 747.456,1223.47 747.882,1223.34 \n",
       "  748.308,1223.2 748.733,1223.07 749.159,1222.94 749.585,1222.81 750.011,1222.68 750.437,1222.55 750.863,1222.41 751.289,1222.28 751.715,1222.15 752.141,1222.02 \n",
       "  752.567,1221.89 752.993,1221.76 753.419,1221.63 753.845,1221.49 754.27,1221.36 754.696,1221.23 755.122,1221.1 755.548,1220.97 755.974,1220.84 756.4,1220.7 \n",
       "  756.826,1220.57 757.252,1220.44 757.678,1220.31 758.104,1220.18 758.53,1220.05 758.956,1219.92 759.382,1219.78 759.807,1219.65 760.233,1219.52 760.659,1219.39 \n",
       "  761.085,1219.26 761.511,1219.13 761.937,1219 762.363,1218.86 762.789,1218.73 763.215,1218.6 763.641,1218.47 764.067,1218.34 764.493,1218.21 764.919,1218.08 \n",
       "  765.344,1217.94 765.77,1217.81 766.196,1217.68 766.622,1217.55 767.048,1217.42 767.474,1217.29 767.9,1217.16 768.326,1217.02 768.752,1216.89 769.178,1216.76 \n",
       "  769.604,1216.63 770.03,1216.5 770.456,1216.37 770.881,1216.24 771.307,1216.11 771.733,1215.97 772.159,1215.84 772.585,1215.71 773.011,1215.58 773.437,1215.45 \n",
       "  773.863,1215.32 774.289,1215.19 774.715,1215.05 775.141,1214.92 775.567,1214.79 775.992,1214.66 776.418,1214.53 776.844,1214.4 777.27,1214.27 777.696,1214.14 \n",
       "  778.122,1214 778.548,1213.87 778.974,1213.74 779.4,1213.61 779.826,1213.48 780.252,1213.35 780.678,1213.22 781.104,1213.08 781.529,1212.95 781.955,1212.82 \n",
       "  782.381,1212.69 782.807,1212.56 783.233,1212.43 783.659,1212.3 784.085,1212.17 784.511,1212.03 784.937,1211.9 785.363,1211.77 785.789,1211.64 786.215,1211.51 \n",
       "  786.641,1211.38 787.066,1211.25 787.492,1211.12 787.918,1210.98 788.344,1210.85 788.77,1210.72 789.196,1210.59 789.622,1210.46 790.048,1210.33 790.474,1210.2 \n",
       "  790.9,1210.07 791.326,1209.94 791.752,1209.8 792.178,1209.67 792.603,1209.54 793.029,1209.41 793.455,1209.28 793.881,1209.15 794.307,1209.02 794.733,1208.89 \n",
       "  795.159,1208.75 795.585,1208.62 796.011,1208.49 796.437,1208.36 796.863,1208.23 797.289,1208.1 797.715,1207.97 798.14,1207.84 798.566,1207.71 798.992,1207.57 \n",
       "  799.418,1207.44 799.844,1207.31 800.27,1207.18 800.696,1207.05 801.122,1206.92 801.548,1206.79 801.974,1206.66 802.4,1206.52 802.826,1206.39 803.252,1206.26 \n",
       "  803.677,1206.13 804.103,1206 804.529,1205.87 804.955,1205.74 805.381,1205.61 805.807,1205.48 806.233,1205.35 806.659,1205.21 807.085,1205.08 807.511,1204.95 \n",
       "  807.937,1204.82 808.363,1204.69 808.788,1204.56 809.214,1204.43 809.64,1204.3 810.066,1204.17 810.492,1204.03 810.918,1203.9 811.344,1203.77 811.77,1203.64 \n",
       "  812.196,1203.51 812.622,1203.38 813.048,1203.25 813.474,1203.12 813.9,1202.99 814.325,1202.85 814.751,1202.72 815.177,1202.59 815.603,1202.46 816.029,1202.33 \n",
       "  816.455,1202.2 816.881,1202.07 817.307,1201.94 817.733,1201.81 818.159,1201.68 818.585,1201.54 819.011,1201.41 819.437,1201.28 819.862,1201.15 820.288,1201.02 \n",
       "  820.714,1200.89 821.14,1200.76 821.566,1200.63 821.992,1200.5 822.418,1200.37 822.844,1200.23 823.27,1200.1 823.696,1199.97 824.122,1199.84 824.548,1199.71 \n",
       "  824.974,1199.58 825.399,1199.45 825.825,1199.32 826.251,1199.19 826.677,1199.06 827.103,1198.92 827.529,1198.79 827.955,1198.66 828.381,1198.53 828.807,1198.4 \n",
       "  829.233,1198.27 829.659,1198.14 830.085,1198.01 830.511,1197.88 830.936,1197.75 831.362,1197.62 831.788,1197.48 832.214,1197.35 832.64,1197.22 833.066,1197.09 \n",
       "  833.492,1196.96 833.918,1196.83 834.344,1196.7 834.77,1196.57 835.196,1196.44 835.622,1196.31 836.048,1196.18 836.473,1196.04 836.899,1195.91 837.325,1195.78 \n",
       "  837.751,1195.65 838.177,1195.52 838.603,1195.39 839.029,1195.26 839.455,1195.13 839.881,1195 840.307,1194.87 840.733,1194.74 841.159,1194.6 841.584,1194.47 \n",
       "  842.01,1194.34 842.436,1194.21 842.862,1194.08 843.288,1193.95 843.714,1193.82 844.14,1193.69 844.566,1193.56 844.992,1193.43 845.418,1193.3 845.844,1193.17 \n",
       "  846.27,1193.03 846.696,1192.9 847.121,1192.77 847.547,1192.64 847.973,1192.51 848.399,1192.38 848.825,1192.25 849.251,1192.12 849.677,1191.99 850.103,1191.86 \n",
       "  850.529,1191.73 850.955,1191.6 851.381,1191.46 851.807,1191.33 852.233,1191.2 852.658,1191.07 853.084,1190.94 853.51,1190.81 853.936,1190.68 854.362,1190.55 \n",
       "  854.788,1190.42 855.214,1190.29 855.64,1190.16 856.066,1190.03 856.492,1189.9 856.918,1189.76 857.344,1189.63 857.77,1189.5 858.195,1189.37 858.621,1189.24 \n",
       "  859.047,1189.11 859.473,1188.98 859.899,1188.85 860.325,1188.72 860.751,1188.59 861.177,1188.46 861.603,1188.33 862.029,1188.2 862.455,1188.06 862.881,1187.93 \n",
       "  863.307,1187.8 863.732,1187.67 864.158,1187.54 864.584,1187.41 865.01,1187.28 865.436,1187.15 865.862,1187.02 866.288,1186.89 866.714,1186.76 867.14,1186.63 \n",
       "  867.566,1186.5 867.992,1186.37 868.418,1186.23 868.844,1186.1 869.269,1185.97 869.695,1185.84 870.121,1185.71 870.547,1185.58 870.973,1185.45 871.399,1185.32 \n",
       "  871.825,1185.19 872.251,1185.06 872.677,1184.93 873.103,1184.8 873.529,1184.67 873.955,1184.54 874.38,1184.4 874.806,1184.27 875.232,1184.14 875.658,1184.01 \n",
       "  876.084,1183.88 876.51,1183.75 876.936,1183.62 877.362,1183.49 877.788,1183.36 878.214,1183.23 878.64,1183.1 879.066,1182.97 879.492,1182.84 879.917,1182.71 \n",
       "  880.343,1182.58 880.769,1182.44 881.195,1182.31 881.621,1182.18 882.047,1182.05 882.473,1181.92 882.899,1181.79 883.325,1181.66 883.751,1181.53 884.177,1181.4 \n",
       "  884.603,1181.27 885.029,1181.14 885.454,1181.01 885.88,1180.88 886.306,1180.75 886.732,1180.62 887.158,1180.49 887.584,1180.35 888.01,1180.22 888.436,1180.09 \n",
       "  888.862,1179.96 889.288,1179.83 889.714,1179.7 890.14,1179.57 890.566,1179.44 890.991,1179.31 891.417,1179.18 891.843,1179.05 892.269,1178.92 892.695,1178.79 \n",
       "  893.121,1178.66 893.547,1178.53 893.973,1178.4 894.399,1178.26 894.825,1178.13 895.251,1178 895.677,1177.87 896.103,1177.74 896.528,1177.61 896.954,1177.48 \n",
       "  897.38,1177.35 897.806,1177.22 898.232,1177.09 898.658,1176.96 899.084,1176.83 899.51,1176.7 899.936,1176.57 900.362,1176.44 900.788,1176.31 901.214,1176.18 \n",
       "  901.639,1176.05 902.065,1175.91 902.491,1175.78 902.917,1175.65 903.343,1175.52 903.769,1175.39 904.195,1175.26 904.621,1175.13 905.047,1175 905.473,1174.87 \n",
       "  905.899,1174.74 906.325,1174.61 906.751,1174.48 907.176,1174.35 907.602,1174.22 908.028,1174.09 908.454,1173.96 908.88,1173.83 909.306,1173.7 909.732,1173.57 \n",
       "  910.158,1173.43 910.584,1173.3 911.01,1173.17 911.436,1173.04 911.862,1172.91 912.288,1172.78 912.713,1172.65 913.139,1172.52 913.565,1172.39 913.991,1172.26 \n",
       "  914.417,1172.13 914.843,1172 915.269,1171.87 915.695,1171.74 916.121,1171.61 916.547,1171.48 916.973,1171.35 917.399,1171.22 917.825,1171.09 918.25,1170.96 \n",
       "  918.676,1170.82 919.102,1170.69 919.528,1170.56 919.954,1170.43 920.38,1170.3 920.806,1170.17 921.232,1170.04 921.658,1169.91 922.084,1169.78 922.51,1169.65 \n",
       "  922.936,1169.52 923.362,1169.39 923.787,1169.26 924.213,1169.13 924.639,1169 925.065,1168.87 925.491,1168.74 925.917,1168.61 926.343,1168.48 926.769,1168.35 \n",
       "  927.195,1168.22 927.621,1168.09 928.047,1167.95 928.473,1167.82 928.899,1167.69 929.324,1167.56 929.75,1167.43 930.176,1167.3 930.602,1167.17 931.028,1167.04 \n",
       "  931.454,1166.91 931.88,1166.78 932.306,1166.65 932.732,1166.52 933.158,1166.39 933.584,1166.26 934.01,1166.13 934.435,1166 934.861,1165.87 935.287,1165.74 \n",
       "  935.713,1165.61 936.139,1165.48 936.565,1165.35 936.991,1165.22 937.417,1165.09 937.843,1164.96 938.269,1164.82 938.695,1164.69 939.121,1164.56 939.547,1164.43 \n",
       "  939.972,1164.3 940.398,1164.17 940.824,1164.04 941.25,1163.91 941.676,1163.78 942.102,1163.65 942.528,1163.52 942.954,1163.39 943.38,1163.26 943.806,1163.13 \n",
       "  944.232,1163 944.658,1162.87 945.084,1162.74 945.509,1162.61 945.935,1162.48 946.361,1162.35 946.787,1162.22 947.213,1162.09 947.639,1161.96 948.065,1161.83 \n",
       "  948.491,1161.7 948.917,1161.57 949.343,1161.43 949.769,1161.3 950.195,1161.17 950.621,1161.04 951.046,1160.91 951.472,1160.78 951.898,1160.65 952.324,1160.52 \n",
       "  952.75,1160.39 953.176,1160.26 953.602,1160.13 954.028,1160 954.454,1159.87 954.88,1159.74 955.306,1159.61 955.732,1159.48 956.158,1159.35 956.583,1159.22 \n",
       "  957.009,1159.09 957.435,1158.96 957.861,1158.83 958.287,1158.7 958.713,1158.57 959.139,1158.44 959.565,1158.31 959.991,1158.18 960.417,1158.05 960.843,1157.92 \n",
       "  961.269,1157.79 961.695,1157.66 962.12,1157.53 962.546,1157.39 962.972,1157.26 963.398,1157.13 963.824,1157 964.25,1156.87 964.676,1156.74 965.102,1156.61 \n",
       "  965.528,1156.48 965.954,1156.35 966.38,1156.22 966.806,1156.09 967.231,1155.96 967.657,1155.83 968.083,1155.7 968.509,1155.57 968.935,1155.44 969.361,1155.31 \n",
       "  969.787,1155.18 970.213,1155.05 970.639,1154.92 971.065,1154.79 971.491,1154.66 971.917,1154.53 972.343,1154.4 972.768,1154.27 973.194,1154.14 973.62,1154.01 \n",
       "  974.046,1153.88 974.472,1153.75 974.898,1153.62 975.324,1153.49 975.75,1153.36 976.176,1153.23 976.602,1153.1 977.028,1152.97 977.454,1152.84 977.88,1152.7 \n",
       "  978.305,1152.57 978.731,1152.44 979.157,1152.31 979.583,1152.18 980.009,1152.05 980.435,1151.92 980.861,1151.79 981.287,1151.66 981.713,1151.53 982.139,1151.4 \n",
       "  982.565,1151.27 982.991,1151.14 983.417,1151.01 983.842,1150.88 984.268,1150.75 984.694,1150.62 985.12,1150.49 985.546,1150.36 985.972,1150.23 986.398,1150.1 \n",
       "  986.824,1149.97 987.25,1149.84 987.676,1149.71 988.102,1149.58 988.528,1149.45 988.954,1149.32 989.379,1149.19 989.805,1149.06 990.231,1148.93 990.657,1148.8 \n",
       "  991.083,1148.67 991.509,1148.54 991.935,1148.41 992.361,1148.28 992.787,1148.15 993.213,1148.02 993.639,1147.89 994.065,1147.76 994.491,1147.63 994.916,1147.5 \n",
       "  995.342,1147.37 995.768,1147.24 996.194,1147.11 996.62,1146.98 997.046,1146.85 997.472,1146.71 997.898,1146.58 998.324,1146.45 998.75,1146.32 999.176,1146.19 \n",
       "  999.602,1146.06 1000.03,1145.93 1000.45,1145.8 1000.88,1145.67 1001.31,1145.54 1001.73,1145.41 1002.16,1145.28 1002.58,1145.15 1003.01,1145.02 1003.43,1144.89 \n",
       "  1003.86,1144.76 1004.29,1144.63 1004.71,1144.5 1005.14,1144.37 1005.56,1144.24 1005.99,1144.11 1006.42,1143.98 1006.84,1143.85 1007.27,1143.72 1007.69,1143.59 \n",
       "  1008.12,1143.46 1008.55,1143.33 1008.97,1143.2 1009.4,1143.07 1009.82,1142.94 1010.25,1142.81 1010.68,1142.68 1011.1,1142.55 1011.53,1142.42 1011.95,1142.29 \n",
       "  1012.38,1142.16 1012.81,1142.03 1013.23,1141.9 1013.66,1141.77 1014.08,1141.64 1014.51,1141.51 1014.93,1141.38 1015.36,1141.25 1015.79,1141.12 1016.21,1140.99 \n",
       "  1016.64,1140.86 1017.06,1140.73 1017.49,1140.6 1017.92,1140.47 1018.34,1140.34 1018.77,1140.21 1019.19,1140.08 1019.62,1139.95 1020.05,1139.82 1020.47,1139.69 \n",
       "  1020.9,1139.56 1021.32,1139.43 1021.75,1139.3 1022.18,1139.17 1022.6,1139.04 1023.03,1138.91 1023.45,1138.78 1023.88,1138.65 1024.31,1138.52 1024.73,1138.39 \n",
       "  1025.16,1138.26 1025.58,1138.13 1026.01,1138 1026.43,1137.87 1026.86,1137.74 1027.29,1137.61 1027.71,1137.48 1028.14,1137.35 1028.56,1137.22 1028.99,1137.08 \n",
       "  1029.42,1136.95 1029.84,1136.82 1030.27,1136.69 1030.69,1136.56 1031.12,1136.43 1031.55,1136.3 1031.97,1136.17 1032.4,1136.04 1032.82,1135.91 1033.25,1135.78 \n",
       "  1033.68,1135.65 1034.1,1135.52 1034.53,1135.39 1034.95,1135.26 1035.38,1135.13 1035.8,1135 1036.23,1134.87 1036.66,1134.74 1037.08,1134.61 1037.51,1134.48 \n",
       "  1037.93,1134.35 1038.36,1134.22 1038.79,1134.09 1039.21,1133.96 1039.64,1133.83 1040.06,1133.7 1040.49,1133.57 1040.92,1133.44 1041.34,1133.31 1041.77,1133.18 \n",
       "  1042.19,1133.05 1042.62,1132.92 1043.05,1132.79 1043.47,1132.66 1043.9,1132.53 1044.32,1132.4 1044.75,1132.27 1045.18,1132.14 1045.6,1132.01 1046.03,1131.88 \n",
       "  1046.45,1131.75 1046.88,1131.62 1047.3,1131.49 1047.73,1131.36 1048.16,1131.23 1048.58,1131.1 1049.01,1130.97 1049.43,1130.84 1049.86,1130.71 1050.29,1130.58 \n",
       "  1050.71,1130.45 1051.14,1130.32 1051.56,1130.19 1051.99,1130.06 1052.42,1129.93 1052.84,1129.8 1053.27,1129.67 1053.69,1129.54 1054.12,1129.41 1054.55,1129.28 \n",
       "  1054.97,1129.15 1055.4,1129.02 1055.82,1128.89 1056.25,1128.76 1056.68,1128.63 1057.1,1128.5 1057.53,1128.37 1057.95,1128.24 1058.38,1128.11 1058.8,1127.98 \n",
       "  1059.23,1127.85 1059.66,1127.72 1060.08,1127.59 1060.51,1127.46 1060.93,1127.33 1061.36,1127.2 1061.79,1127.07 1062.21,1126.94 1062.64,1126.81 1063.06,1126.68 \n",
       "  1063.49,1126.55 1063.92,1126.42 1064.34,1126.29 1064.77,1126.16 1065.19,1126.03 1065.62,1125.9 1066.05,1125.77 1066.47,1125.64 1066.9,1125.51 1067.32,1125.38 \n",
       "  1067.75,1125.25 1068.18,1125.12 1068.6,1124.99 1069.03,1124.86 1069.45,1124.73 1069.88,1124.6 1070.3,1124.47 1070.73,1124.34 1071.16,1124.21 1071.58,1124.08 \n",
       "  1072.01,1123.95 1072.43,1123.82 1072.86,1123.69 1073.29,1123.56 1073.71,1123.43 1074.14,1123.3 1074.56,1123.17 1074.99,1123.04 1075.42,1122.91 1075.84,1122.78 \n",
       "  1076.27,1122.65 1076.69,1122.52 1077.12,1122.39 1077.55,1122.26 1077.97,1122.13 1078.4,1122 1078.82,1121.87 1079.25,1121.74 1079.67,1121.61 1080.1,1121.48 \n",
       "  1080.53,1121.35 1080.95,1121.22 1081.38,1121.09 1081.8,1120.96 1082.23,1120.83 1082.66,1120.7 1083.08,1120.57 1083.51,1120.44 1083.93,1120.31 1084.36,1120.18 \n",
       "  1084.79,1120.05 1085.21,1119.92 1085.64,1119.79 1086.06,1119.66 1086.49,1119.53 1086.92,1119.4 1087.34,1119.27 1087.77,1119.14 1088.19,1119.01 1088.62,1118.88 \n",
       "  1089.05,1118.75 1089.47,1118.62 1089.9,1118.49 1090.32,1118.36 1090.75,1118.23 1091.17,1118.1 1091.6,1117.97 1092.03,1117.84 1092.45,1117.71 1092.88,1117.58 \n",
       "  1093.3,1117.45 1093.73,1117.32 1094.16,1117.19 1094.58,1117.06 1095.01,1116.93 1095.43,1116.8 1095.86,1116.67 1096.29,1116.55 1096.71,1116.42 1097.14,1116.29 \n",
       "  1097.56,1116.16 1097.99,1116.03 1098.42,1115.9 1098.84,1115.77 1099.27,1115.64 1099.69,1115.51 1100.12,1115.38 1100.55,1115.25 1100.97,1115.12 1101.4,1114.99 \n",
       "  1101.82,1114.86 1102.25,1114.73 1102.67,1114.6 1103.1,1114.47 1103.53,1114.34 1103.95,1114.21 1104.38,1114.08 1104.8,1113.95 1105.23,1113.82 1105.66,1113.69 \n",
       "  1106.08,1113.56 1106.51,1113.43 1106.93,1113.3 1107.36,1113.17 1107.79,1113.04 1108.21,1112.91 1108.64,1112.78 1109.06,1112.65 1109.49,1112.52 1109.92,1112.39 \n",
       "  1110.34,1112.26 1110.77,1112.13 1111.19,1112 1111.62,1111.87 1112.04,1111.74 1112.47,1111.61 1112.9,1111.48 1113.32,1111.35 1113.75,1111.22 1114.17,1111.09 \n",
       "  1114.6,1110.96 1115.03,1110.83 1115.45,1110.7 1115.88,1110.57 1116.3,1110.44 1116.73,1110.31 1117.16,1110.18 1117.58,1110.05 1118.01,1109.92 1118.43,1109.79 \n",
       "  1118.86,1109.66 1119.29,1109.53 1119.71,1109.4 1120.14,1109.27 1120.56,1109.14 1120.99,1109.01 1121.42,1108.88 1121.84,1108.75 1122.27,1108.62 1122.69,1108.49 \n",
       "  1123.12,1108.36 1123.54,1108.23 1123.97,1108.1 1124.4,1107.97 1124.82,1107.84 1125.25,1107.71 1125.67,1107.58 1126.1,1107.45 1126.53,1107.32 1126.95,1107.19 \n",
       "  1127.38,1107.06 1127.8,1106.93 1128.23,1106.8 1128.66,1106.67 1129.08,1106.54 1129.51,1106.41 1129.93,1106.28 1130.36,1106.15 1130.79,1106.02 1131.21,1105.9 \n",
       "  1131.64,1105.77 1132.06,1105.64 1132.49,1105.51 1132.92,1105.38 1133.34,1105.25 1133.77,1105.12 1134.19,1104.99 1134.62,1104.86 1135.04,1104.73 1135.47,1104.6 \n",
       "  1135.9,1104.47 1136.32,1104.34 1136.75,1104.21 1137.17,1104.08 1137.6,1103.95 1138.03,1103.82 1138.45,1103.69 1138.88,1103.56 1139.3,1103.43 1139.73,1103.3 \n",
       "  1140.16,1103.17 1140.58,1103.04 1141.01,1102.91 1141.43,1102.78 1141.86,1102.65 1142.29,1102.52 1142.71,1102.39 1143.14,1102.26 1143.56,1102.13 1143.99,1102 \n",
       "  1144.42,1101.87 1144.84,1101.74 1145.27,1101.61 1145.69,1101.48 1146.12,1101.35 1146.54,1101.22 1146.97,1101.09 1147.4,1100.96 1147.82,1100.83 1148.25,1100.7 \n",
       "  1148.67,1100.57 1149.1,1100.44 1149.53,1100.31 1149.95,1100.18 1150.38,1100.05 1150.8,1099.92 1151.23,1099.79 1151.66,1099.66 1152.08,1099.53 1152.51,1099.4 \n",
       "  1152.93,1099.27 1153.36,1099.14 1153.79,1099.01 1154.21,1098.88 1154.64,1098.76 1155.06,1098.63 1155.49,1098.5 1155.91,1098.37 1156.34,1098.24 1156.77,1098.11 \n",
       "  1157.19,1097.98 1157.62,1097.85 1158.04,1097.72 1158.47,1097.59 1158.9,1097.46 1159.32,1097.33 1159.75,1097.2 1160.17,1097.07 1160.6,1096.94 1161.03,1096.81 \n",
       "  1161.45,1096.68 1161.88,1096.55 1162.3,1096.42 1162.73,1096.29 1163.16,1096.16 1163.58,1096.03 1164.01,1095.9 1164.43,1095.77 1164.86,1095.64 1165.29,1095.51 \n",
       "  1165.71,1095.38 1166.14,1095.25 1166.56,1095.12 1166.99,1094.99 1167.41,1094.86 1167.84,1094.73 1168.27,1094.6 1168.69,1094.47 1169.12,1094.34 1169.54,1094.21 \n",
       "  1169.97,1094.08 1170.4,1093.95 1170.82,1093.82 1171.25,1093.69 1171.67,1093.56 1172.1,1093.43 1172.53,1093.3 1172.95,1093.17 1173.38,1093.04 1173.8,1092.92 \n",
       "  1174.23,1092.79 1174.66,1092.66 1175.08,1092.53 1175.51,1092.4 1175.93,1092.27 1176.36,1092.14 1176.79,1092.01 1177.21,1091.88 1177.64,1091.75 1178.06,1091.62 \n",
       "  1178.49,1091.49 1178.91,1091.36 1179.34,1091.23 1179.77,1091.1 1180.19,1090.97 1180.62,1090.84 1181.04,1090.71 1181.47,1090.58 1181.9,1090.45 1182.32,1090.32 \n",
       "  1182.75,1090.19 1183.17,1090.06 1183.6,1089.93 1184.03,1089.8 1184.45,1089.67 1184.88,1089.54 1185.3,1089.41 1185.73,1089.28 1186.16,1089.15 1186.58,1089.02 \n",
       "  1187.01,1088.89 1187.43,1088.76 1187.86,1088.63 1188.29,1088.5 1188.71,1088.37 1189.14,1088.24 1189.56,1088.11 1189.99,1087.98 1190.41,1087.85 1190.84,1087.73 \n",
       "  1191.27,1087.6 1191.69,1087.47 1192.12,1087.34 1192.54,1087.21 1192.97,1087.08 1193.4,1086.95 1193.82,1086.82 1194.25,1086.69 1194.67,1086.56 1195.1,1086.43 \n",
       "  1195.53,1086.3 1195.95,1086.17 1196.38,1086.04 1196.8,1085.91 1197.23,1085.78 1197.66,1085.65 1198.08,1085.52 1198.51,1085.39 1198.93,1085.26 1199.36,1085.13 \n",
       "  1199.78,1085 1200.21,1084.87 1200.64,1084.74 1201.06,1084.61 1201.49,1084.48 1201.91,1084.35 1202.34,1084.22 1202.77,1084.09 1203.19,1083.96 1203.62,1083.83 \n",
       "  1204.04,1083.7 1204.47,1083.57 1204.9,1083.44 1205.32,1083.31 1205.75,1083.19 1206.17,1083.06 1206.6,1082.93 1207.03,1082.8 1207.45,1082.67 1207.88,1082.54 \n",
       "  1208.3,1082.41 1208.73,1082.28 1209.16,1082.15 1209.58,1082.02 1210.01,1081.89 1210.43,1081.76 1210.86,1081.63 1211.28,1081.5 1211.71,1081.37 1212.14,1081.24 \n",
       "  1212.56,1081.11 1212.99,1080.98 1213.41,1080.85 1213.84,1080.72 1214.27,1080.59 1214.69,1080.46 1215.12,1080.33 1215.54,1080.2 1215.97,1080.07 1216.4,1079.94 \n",
       "  1216.82,1079.81 1217.25,1079.68 1217.67,1079.55 1218.1,1079.42 1218.53,1079.29 1218.95,1079.16 1219.38,1079.03 1219.8,1078.91 1220.23,1078.78 1220.66,1078.65 \n",
       "  1221.08,1078.52 1221.51,1078.39 1221.93,1078.26 1222.36,1078.13 1222.78,1078 1223.21,1077.87 1223.64,1077.74 1224.06,1077.61 1224.49,1077.48 1224.91,1077.35 \n",
       "  1225.34,1077.22 1225.77,1077.09 1226.19,1076.96 1226.62,1076.83 1227.04,1076.7 1227.47,1076.57 1227.9,1076.44 1228.32,1076.31 1228.75,1076.18 1229.17,1076.05 \n",
       "  1229.6,1075.92 1230.03,1075.79 1230.45,1075.66 1230.88,1075.53 1231.3,1075.4 1231.73,1075.27 1232.16,1075.14 1232.58,1075.02 1233.01,1074.89 1233.43,1074.76 \n",
       "  1233.86,1074.63 1234.28,1074.5 1234.71,1074.37 1235.14,1074.24 1235.56,1074.11 1235.99,1073.98 1236.41,1073.85 1236.84,1073.72 1237.27,1073.59 1237.69,1073.46 \n",
       "  1238.12,1073.33 1238.54,1073.2 1238.97,1073.07 1239.4,1072.94 1239.82,1072.81 1240.25,1072.68 1240.67,1072.55 1241.1,1072.42 1241.53,1072.29 1241.95,1072.16 \n",
       "  1242.38,1072.03 1242.8,1071.9 1243.23,1071.77 1243.65,1071.64 1244.08,1071.51 1244.51,1071.38 1244.93,1071.26 1245.36,1071.13 1245.78,1071 1246.21,1070.87 \n",
       "  1246.64,1070.74 1247.06,1070.61 1247.49,1070.48 1247.91,1070.35 1248.34,1070.22 1248.77,1070.09 1249.19,1069.96 1249.62,1069.83 1250.04,1069.7 1250.47,1069.57 \n",
       "  1250.9,1069.44 1251.32,1069.31 1251.75,1069.18 1252.17,1069.05 1252.6,1068.92 1253.03,1068.79 1253.45,1068.66 1253.88,1068.53 1254.3,1068.4 1254.73,1068.27 \n",
       "  1255.15,1068.14 1255.58,1068.01 1256.01,1067.88 1256.43,1067.75 1256.86,1067.63 1257.28,1067.5 1257.71,1067.37 1258.14,1067.24 1258.56,1067.11 1258.99,1066.98 \n",
       "  1259.41,1066.85 1259.84,1066.72 1260.27,1066.59 1260.69,1066.46 1261.12,1066.33 1261.54,1066.2 1261.97,1066.07 1262.4,1065.94 1262.82,1065.81 1263.25,1065.68 \n",
       "  1263.67,1065.55 1264.1,1065.42 1264.53,1065.29 1264.95,1065.16 1265.38,1065.03 1265.8,1064.9 1266.23,1064.77 1266.65,1064.64 1267.08,1064.51 1267.51,1064.38 \n",
       "  1267.93,1064.26 1268.36,1064.13 1268.78,1064 1269.21,1063.87 1269.64,1063.74 1270.06,1063.61 1270.49,1063.48 1270.91,1063.35 1271.34,1063.22 1271.77,1063.09 \n",
       "  1272.19,1062.96 1272.62,1062.83 1273.04,1062.7 1273.47,1062.57 1273.9,1062.44 1274.32,1062.31 1274.75,1062.18 1275.17,1062.05 1275.6,1061.92 1276.02,1061.79 \n",
       "  1276.45,1061.66 1276.88,1061.53 1277.3,1061.4 1277.73,1061.27 1278.15,1061.14 1278.58,1061.02 1279.01,1060.89 1279.43,1060.76 1279.86,1060.63 1280.28,1060.5 \n",
       "  1280.71,1060.37 1281.14,1060.24 1281.56,1060.11 1281.99,1059.98 1282.41,1059.85 1282.84,1059.72 1283.27,1059.59 1283.69,1059.46 1284.12,1059.33 1284.54,1059.2 \n",
       "  1284.97,1059.07 1285.4,1058.94 1285.82,1058.81 1286.25,1058.68 1286.67,1058.55 1287.1,1058.42 1287.52,1058.29 1287.95,1058.16 1288.38,1058.03 1288.8,1057.9 \n",
       "  1289.23,1057.78 1289.65,1057.65 1290.08,1057.52 1290.51,1057.39 1290.93,1057.26 1291.36,1057.13 1291.78,1057 1292.21,1056.87 1292.64,1056.74 1293.06,1056.61 \n",
       "  1293.49,1056.48 1293.91,1056.35 1294.34,1056.22 1294.77,1056.09 1295.19,1055.96 1295.62,1055.83 1296.04,1055.7 1296.47,1055.57 1296.9,1055.44 1297.32,1055.31 \n",
       "  1297.75,1055.18 1298.17,1055.05 1298.6,1054.92 1299.02,1054.8 1299.45,1054.67 1299.88,1054.54 1300.3,1054.41 1300.73,1054.28 1301.15,1054.15 1301.58,1054.02 \n",
       "  1302.01,1053.89 1302.43,1053.76 1302.86,1053.63 1303.28,1053.5 1303.71,1053.37 1304.14,1053.24 1304.56,1053.11 1304.99,1052.98 1305.41,1052.85 1305.84,1052.72 \n",
       "  1306.27,1052.59 1306.69,1052.46 1307.12,1052.33 1307.54,1052.2 1307.97,1052.07 1308.4,1051.94 1308.82,1051.82 1309.25,1051.69 1309.67,1051.56 1310.1,1051.43 \n",
       "  1310.52,1051.3 1310.95,1051.17 1311.38,1051.04 1311.8,1050.91 1312.23,1050.78 1312.65,1050.65 1313.08,1050.52 1313.51,1050.39 1313.93,1050.26 1314.36,1050.13 \n",
       "  1314.78,1050 1315.21,1049.87 1315.64,1049.74 1316.06,1049.61 1316.49,1049.48 1316.91,1049.35 1317.34,1049.22 1317.77,1049.09 1318.19,1048.97 1318.62,1048.84 \n",
       "  1319.04,1048.71 1319.47,1048.58 1319.89,1048.45 1320.32,1048.32 1320.75,1048.19 1321.17,1048.06 1321.6,1047.93 1322.02,1047.8 1322.45,1047.67 1322.88,1047.54 \n",
       "  1323.3,1047.41 1323.73,1047.28 1324.15,1047.15 1324.58,1047.02 1325.01,1046.89 1325.43,1046.76 1325.86,1046.63 1326.28,1046.5 1326.71,1046.37 1327.14,1046.24 \n",
       "  1327.56,1046.12 1327.99,1045.99 1328.41,1045.86 1328.84,1045.73 1329.27,1045.6 1329.69,1045.47 1330.12,1045.34 1330.54,1045.21 1330.97,1045.08 1331.39,1044.95 \n",
       "  1331.82,1044.82 1332.25,1044.69 1332.67,1044.56 1333.1,1044.43 1333.52,1044.3 1333.95,1044.17 1334.38,1044.04 1334.8,1043.91 1335.23,1043.78 1335.65,1043.65 \n",
       "  1336.08,1043.52 1336.51,1043.39 1336.93,1043.27 1337.36,1043.14 1337.78,1043.01 1338.21,1042.88 1338.64,1042.75 1339.06,1042.62 1339.49,1042.49 1339.91,1042.36 \n",
       "  1340.34,1042.23 1340.77,1042.1 1341.19,1041.97 1341.62,1041.84 1342.04,1041.71 1342.47,1041.58 1342.89,1041.45 1343.32,1041.32 1343.75,1041.19 1344.17,1041.06 \n",
       "  1344.6,1040.93 1345.02,1040.8 1345.45,1040.68 1345.88,1040.55 1346.3,1040.42 1346.73,1040.29 1347.15,1040.16 1347.58,1040.03 1348.01,1039.9 1348.43,1039.77 \n",
       "  1348.86,1039.64 1349.28,1039.51 1349.71,1039.38 1350.14,1039.25 1350.56,1039.12 1350.99,1038.99 1351.41,1038.86 1351.84,1038.73 1352.27,1038.6 1352.69,1038.47 \n",
       "  1353.12,1038.34 1353.54,1038.21 1353.97,1038.08 1354.39,1037.96 1354.82,1037.83 1355.25,1037.7 1355.67,1037.57 1356.1,1037.44 1356.52,1037.31 1356.95,1037.18 \n",
       "  1357.38,1037.05 1357.8,1036.92 1358.23,1036.79 1358.65,1036.66 1359.08,1036.53 1359.51,1036.4 1359.93,1036.27 1360.36,1036.14 1360.78,1036.01 1361.21,1035.88 \n",
       "  1361.64,1035.75 1362.06,1035.62 1362.49,1035.49 1362.91,1035.37 1363.34,1035.24 1363.76,1035.11 1364.19,1034.98 1364.62,1034.85 1365.04,1034.72 1365.47,1034.59 \n",
       "  1365.89,1034.46 1366.32,1034.33 1366.75,1034.2 1367.17,1034.07 1367.6,1033.94 1368.02,1033.81 1368.45,1033.68 1368.88,1033.55 1369.3,1033.42 1369.73,1033.29 \n",
       "  1370.15,1033.16 1370.58,1033.03 1371.01,1032.91 1371.43,1032.78 1371.86,1032.65 1372.28,1032.52 1372.71,1032.39 1373.14,1032.26 1373.56,1032.13 1373.99,1032 \n",
       "  1374.41,1031.87 1374.84,1031.74 1375.26,1031.61 1375.69,1031.48 1376.12,1031.35 1376.54,1031.22 1376.97,1031.09 1377.39,1030.96 1377.82,1030.83 1378.25,1030.7 \n",
       "  1378.67,1030.57 1379.1,1030.44 1379.52,1030.32 1379.95,1030.19 1380.38,1030.06 1380.8,1029.93 1381.23,1029.8 1381.65,1029.67 1382.08,1029.54 1382.51,1029.41 \n",
       "  1382.93,1029.28 1383.36,1029.15 1383.78,1029.02 1384.21,1028.89 1384.64,1028.76 1385.06,1028.63 1385.49,1028.5 1385.91,1028.37 1386.34,1028.24 1386.76,1028.11 \n",
       "  1387.19,1027.98 1387.62,1027.86 1388.04,1027.73 1388.47,1027.6 1388.89,1027.47 1389.32,1027.34 1389.75,1027.21 1390.17,1027.08 1390.6,1026.95 1391.02,1026.82 \n",
       "  1391.45,1026.69 1391.88,1026.56 1392.3,1026.43 1392.73,1026.3 1393.15,1026.17 1393.58,1026.04 1394.01,1025.91 1394.43,1025.78 1394.86,1025.65 1395.28,1025.52 \n",
       "  1395.71,1025.4 1396.13,1025.27 1396.56,1025.14 1396.99,1025.01 1397.41,1024.88 1397.84,1024.75 1398.26,1024.62 1398.69,1024.49 1399.12,1024.36 1399.54,1024.23 \n",
       "  1399.97,1024.1 1400.39,1023.97 1400.82,1023.84 1401.25,1023.71 1401.67,1023.58 1402.1,1023.45 1402.52,1023.32 1402.95,1023.19 1403.38,1023.07 1403.8,1022.94 \n",
       "  1404.23,1022.81 1404.65,1022.68 1405.08,1022.55 1405.51,1022.42 1405.93,1022.29 1406.36,1022.16 1406.78,1022.03 1407.21,1021.9 1407.63,1021.77 1408.06,1021.64 \n",
       "  1408.49,1021.51 1408.91,1021.38 1409.34,1021.25 1409.76,1021.12 1410.19,1020.99 1410.62,1020.86 1411.04,1020.74 1411.47,1020.61 1411.89,1020.48 1412.32,1020.35 \n",
       "  1412.75,1020.22 1413.17,1020.09 1413.6,1019.96 1414.02,1019.83 1414.45,1019.7 1414.88,1019.57 1415.3,1019.44 1415.73,1019.31 1416.15,1019.18 1416.58,1019.05 \n",
       "  1417.01,1018.92 1417.43,1018.79 1417.86,1018.66 1418.28,1018.53 1418.71,1018.41 1419.13,1018.28 1419.56,1018.15 1419.99,1018.02 1420.41,1017.89 1420.84,1017.76 \n",
       "  1421.26,1017.63 1421.69,1017.5 1422.12,1017.37 1422.54,1017.24 1422.97,1017.11 1423.39,1016.98 1423.82,1016.85 1424.25,1016.72 1424.67,1016.59 1425.1,1016.46 \n",
       "  1425.52,1016.33 1425.95,1016.2 1426.38,1016.08 1426.8,1015.95 1427.23,1015.82 1427.65,1015.69 1428.08,1015.56 1428.51,1015.43 1428.93,1015.3 1429.36,1015.17 \n",
       "  1429.78,1015.04 1430.21,1014.91 1430.63,1014.78 1431.06,1014.65 1431.49,1014.52 1431.91,1014.39 1432.34,1014.26 1432.76,1014.13 1433.19,1014 1433.62,1013.88 \n",
       "  1434.04,1013.75 1434.47,1013.62 1434.89,1013.49 1435.32,1013.36 1435.75,1013.23 1436.17,1013.1 1436.6,1012.97 1437.02,1012.84 1437.45,1012.71 1437.88,1012.58 \n",
       "  1438.3,1012.45 1438.73,1012.32 1439.15,1012.19 1439.58,1012.06 1440,1011.93 1440.43,1011.8 1440.86,1011.67 1441.28,1011.55 1441.71,1011.42 1442.13,1011.29 \n",
       "  1442.56,1011.16 1442.99,1011.03 1443.41,1010.9 1443.84,1010.77 1444.26,1010.64 1444.69,1010.51 1445.12,1010.38 1445.54,1010.25 1445.97,1010.12 1446.39,1009.99 \n",
       "  1446.82,1009.86 1447.25,1009.73 1447.67,1009.6 1448.1,1009.47 1448.52,1009.35 1448.95,1009.22 1449.38,1009.09 1449.8,1008.96 1450.23,1008.83 1450.65,1008.7 \n",
       "  1451.08,1008.57 1451.5,1008.44 1451.93,1008.31 1452.36,1008.18 1452.78,1008.05 1453.21,1007.92 1453.63,1007.79 1454.06,1007.66 1454.49,1007.53 1454.91,1007.4 \n",
       "  1455.34,1007.27 1455.76,1007.15 1456.19,1007.02 1456.62,1006.89 1457.04,1006.76 1457.47,1006.63 1457.89,1006.5 1458.32,1006.37 1458.75,1006.24 1459.17,1006.11 \n",
       "  1459.6,1005.98 1460.02,1005.85 1460.45,1005.72 1460.88,1005.59 1461.3,1005.46 1461.73,1005.33 1462.15,1005.2 1462.58,1005.07 1463,1004.95 1463.43,1004.82 \n",
       "  1463.86,1004.69 1464.28,1004.56 1464.71,1004.43 1465.13,1004.3 1465.56,1004.17 1465.99,1004.04 1466.41,1003.91 1466.84,1003.78 1467.26,1003.65 1467.69,1003.52 \n",
       "  1468.12,1003.39 1468.54,1003.26 1468.97,1003.13 1469.39,1003 1469.82,1002.88 1470.25,1002.75 1470.67,1002.62 1471.1,1002.49 1471.52,1002.36 1471.95,1002.23 \n",
       "  1472.38,1002.1 1472.8,1001.97 1473.23,1001.84 1473.65,1001.71 1474.08,1001.58 1474.5,1001.45 1474.93,1001.32 1475.36,1001.19 1475.78,1001.06 1476.21,1000.93 \n",
       "  1476.63,1000.8 1477.06,1000.68 1477.49,1000.55 1477.91,1000.42 1478.34,1000.29 1478.76,1000.16 1479.19,1000.03 1479.62,999.899 1480.04,999.77 1480.47,999.64 \n",
       "  1480.89,999.511 1481.32,999.382 1481.75,999.252 1482.17,999.123 1482.6,998.993 1483.02,998.864 1483.45,998.735 1483.87,998.605 1484.3,998.476 1484.73,998.347 \n",
       "  1485.15,998.217 1485.58,998.088 1486,997.958 1486.43,997.829 1486.86,997.7 1487.28,997.57 1487.71,997.441 1488.13,997.312 1488.56,997.182 1488.99,997.053 \n",
       "  1489.41,996.923 1489.84,996.794 1490.26,996.665 1490.69,996.535 1491.12,996.406 1491.54,996.276 1491.97,996.147 1492.39,996.018 1492.82,995.888 1493.25,995.759 \n",
       "  1493.67,995.63 1494.1,995.5 1494.52,995.371 1494.95,995.241 1495.37,995.112 1495.8,994.983 1496.23,994.853 1496.65,994.724 1497.08,994.595 1497.5,994.465 \n",
       "  1497.93,994.336 1498.36,994.207 1498.78,994.077 1499.21,993.948 1499.63,993.818 1500.06,993.689 1500.49,993.56 1500.91,993.43 1501.34,993.301 1501.76,993.172 \n",
       "  1502.19,993.042 1502.62,992.913 1503.04,992.783 1503.47,992.654 1503.89,992.525 1504.32,992.395 1504.75,992.266 1505.17,992.137 1505.6,992.007 1506.02,991.878 \n",
       "  1506.45,991.749 1506.87,991.619 1507.3,991.49 1507.73,991.36 1508.15,991.231 1508.58,991.102 1509,990.972 1509.43,990.843 1509.86,990.714 1510.28,990.584 \n",
       "  1510.71,990.455 1511.13,990.326 1511.56,990.196 1511.99,990.067 1512.41,989.937 1512.84,989.808 1513.26,989.679 1513.69,989.549 1514.12,989.42 1514.54,989.291 \n",
       "  1514.97,989.161 1515.39,989.032 1515.82,988.903 1516.25,988.773 1516.67,988.644 1517.1,988.514 1517.52,988.385 1517.95,988.256 1518.37,988.126 1518.8,987.997 \n",
       "  1519.23,987.868 1519.65,987.738 1520.08,987.609 1520.5,987.48 1520.93,987.35 1521.36,987.221 1521.78,987.092 1522.21,986.962 1522.63,986.833 1523.06,986.704 \n",
       "  1523.49,986.574 1523.91,986.445 1524.34,986.315 1524.76,986.186 1525.19,986.057 1525.62,985.927 1526.04,985.798 1526.47,985.669 1526.89,985.539 1527.32,985.41 \n",
       "  1527.74,985.281 1528.17,985.151 1528.6,985.022 1529.02,984.893 1529.45,984.763 1529.87,984.634 1530.3,984.505 1530.73,984.375 1531.15,984.246 1531.58,984.117 \n",
       "  1532,983.987 1532.43,983.858 1532.86,983.728 1533.28,983.599 1533.71,983.47 1534.13,983.34 1534.56,983.211 1534.99,983.082 1535.41,982.952 1535.84,982.823 \n",
       "  1536.26,982.694 1536.69,982.564 1537.12,982.435 1537.54,982.306 1537.97,982.176 1538.39,982.047 1538.82,981.918 1539.24,981.788 1539.67,981.659 1540.1,981.53 \n",
       "  1540.52,981.4 1540.95,981.271 1541.37,981.142 1541.8,981.012 1542.23,980.883 1542.65,980.754 1543.08,980.624 1543.5,980.495 1543.93,980.366 1544.36,980.236 \n",
       "  1544.78,980.107 1545.21,979.978 1545.63,979.848 1546.06,979.719 1546.49,979.59 1546.91,979.46 1547.34,979.331 1547.76,979.202 1548.19,979.072 1548.62,978.943 \n",
       "  1549.04,978.814 1549.47,978.684 1549.89,978.555 1550.32,978.426 1550.74,978.296 1551.17,978.167 1551.6,978.038 1552.02,977.908 1552.45,977.779 1552.87,977.65 \n",
       "  1553.3,977.52 1553.73,977.391 1554.15,977.262 1554.58,977.132 1555,977.003 1555.43,976.874 1555.86,976.744 1556.28,976.615 1556.71,976.486 1557.13,976.356 \n",
       "  1557.56,976.227 1557.99,976.098 1558.41,975.968 1558.84,975.839 1559.26,975.71 1559.69,975.58 1560.11,975.451 1560.54,975.322 1560.97,975.192 1561.39,975.063 \n",
       "  1561.82,974.934 1562.24,974.804 1562.67,974.675 1563.1,974.546 1563.52,974.416 1563.95,974.287 1564.37,974.158 1564.8,974.028 1565.23,973.899 1565.65,973.77 \n",
       "  1566.08,973.64 1566.5,973.511 1566.93,973.382 1567.36,973.252 1567.78,973.123 1568.21,972.994 1568.63,972.865 1569.06,972.735 1569.49,972.606 1569.91,972.477 \n",
       "  1570.34,972.347 1570.76,972.218 1571.19,972.089 1571.61,971.959 1572.04,971.83 1572.47,971.701 1572.89,971.571 1573.32,971.442 1573.74,971.313 1574.17,971.183 \n",
       "  1574.6,971.054 1575.02,970.925 1575.45,970.795 1575.87,970.666 1576.3,970.537 1576.73,970.407 1577.15,970.278 1577.58,970.149 1578,970.02 1578.43,969.89 \n",
       "  1578.86,969.761 1579.28,969.632 1579.71,969.502 1580.13,969.373 1580.56,969.244 1580.99,969.114 1581.41,968.985 1581.84,968.856 1582.26,968.726 1582.69,968.597 \n",
       "  1583.11,968.468 1583.54,968.338 1583.97,968.209 1584.39,968.08 1584.82,967.951 1585.24,967.821 1585.67,967.692 1586.1,967.563 1586.52,967.433 1586.95,967.304 \n",
       "  1587.37,967.175 1587.8,967.045 1588.23,966.916 1588.65,966.787 1589.08,966.657 1589.5,966.528 1589.93,966.399 1590.36,966.27 1590.78,966.14 1591.21,966.011 \n",
       "  1591.63,965.882 1592.06,965.752 1592.49,965.623 1592.91,965.494 1593.34,965.364 1593.76,965.235 1594.19,965.106 1594.61,964.976 1595.04,964.847 1595.47,964.718 \n",
       "  1595.89,964.589 1596.32,964.459 1596.74,964.33 1597.17,964.201 1597.6,964.071 1598.02,963.942 1598.45,963.813 1598.87,963.683 1599.3,963.554 1599.73,963.425 \n",
       "  1600.15,963.296 1600.58,963.166 1601,963.037 1601.43,962.908 1601.86,962.778 1602.28,962.649 1602.71,962.52 1603.13,962.39 1603.56,962.261 1603.98,962.132 \n",
       "  1604.41,962.003 1604.84,961.873 1605.26,961.744 1605.69,961.615 1606.11,961.485 1606.54,961.356 1606.97,961.227 1607.39,961.098 1607.82,960.968 1608.24,960.839 \n",
       "  1608.67,960.71 1609.1,960.58 1609.52,960.451 1609.95,960.322 1610.37,960.192 1610.8,960.063 1611.23,959.934 1611.65,959.805 1612.08,959.675 1612.5,959.546 \n",
       "  1612.93,959.417 1613.36,959.287 1613.78,959.158 1614.21,959.029 1614.63,958.9 1615.06,958.77 1615.48,958.641 1615.91,958.512 1616.34,958.382 1616.76,958.253 \n",
       "  1617.19,958.124 1617.61,957.994 1618.04,957.865 1618.47,957.736 1618.89,957.607 1619.32,957.477 1619.74,957.348 1620.17,957.219 1620.6,957.089 1621.02,956.96 \n",
       "  1621.45,956.831 1621.87,956.702 1622.3,956.572 1622.73,956.443 1623.15,956.314 1623.58,956.184 1624,956.055 1624.43,955.926 1624.86,955.797 1625.28,955.667 \n",
       "  1625.71,955.538 1626.13,955.409 1626.56,955.279 1626.98,955.15 1627.41,955.021 1627.84,954.892 1628.26,954.762 1628.69,954.633 1629.11,954.504 1629.54,954.374 \n",
       "  1629.97,954.245 1630.39,954.116 1630.82,953.987 1631.24,953.857 1631.67,953.728 1632.1,953.599 1632.52,953.47 1632.95,953.34 1633.37,953.211 1633.8,953.082 \n",
       "  1634.23,952.952 1634.65,952.823 1635.08,952.694 1635.5,952.565 1635.93,952.435 1636.36,952.306 1636.78,952.177 1637.21,952.047 1637.63,951.918 1638.06,951.789 \n",
       "  1638.48,951.66 1638.91,951.53 1639.34,951.401 1639.76,951.272 1640.19,951.143 1640.61,951.013 1641.04,950.884 1641.47,950.755 1641.89,950.625 1642.32,950.496 \n",
       "  1642.74,950.367 1643.17,950.238 1643.6,950.108 1644.02,949.979 1644.45,949.85 1644.87,949.72 1645.3,949.591 1645.73,949.462 1646.15,949.333 1646.58,949.203 \n",
       "  1647,949.074 1647.43,948.945 1647.85,948.816 1648.28,948.686 1648.71,948.557 1649.13,948.428 1649.56,948.298 1649.98,948.169 1650.41,948.04 1650.84,947.911 \n",
       "  1651.26,947.781 1651.69,947.652 1652.11,947.523 1652.54,947.394 1652.97,947.264 1653.39,947.135 1653.82,947.006 1654.24,946.877 1654.67,946.747 1655.1,946.618 \n",
       "  1655.52,946.489 1655.95,946.359 1656.37,946.23 1656.8,946.101 1657.23,945.972 1657.65,945.842 1658.08,945.713 1658.5,945.584 1658.93,945.455 1659.35,945.325 \n",
       "  1659.78,945.196 1660.21,945.067 1660.63,944.938 1661.06,944.808 1661.48,944.679 1661.91,944.55 1662.34,944.42 1662.76,944.291 1663.19,944.162 1663.61,944.033 \n",
       "  1664.04,943.903 1664.47,943.774 1664.89,943.645 1665.32,943.516 1665.74,943.386 1666.17,943.257 1666.6,943.128 1667.02,942.999 1667.45,942.869 1667.87,942.74 \n",
       "  1668.3,942.611 1668.73,942.482 1669.15,942.352 1669.58,942.223 1670,942.094 1670.43,941.965 1670.85,941.835 1671.28,941.706 1671.71,941.577 1672.13,941.447 \n",
       "  1672.56,941.318 1672.98,941.189 1673.41,941.06 1673.84,940.93 1674.26,940.801 1674.69,940.672 1675.11,940.543 1675.54,940.413 1675.97,940.284 1676.39,940.155 \n",
       "  1676.82,940.026 1677.24,939.896 1677.67,939.767 1678.1,939.638 1678.52,939.509 1678.95,939.379 1679.37,939.25 1679.8,939.121 1680.22,938.992 1680.65,938.862 \n",
       "  1681.08,938.733 1681.5,938.604 1681.93,938.475 1682.35,938.345 1682.78,938.216 1683.21,938.087 1683.63,937.958 1684.06,937.828 1684.48,937.699 1684.91,937.57 \n",
       "  1685.34,937.441 1685.76,937.311 1686.19,937.182 1686.61,937.053 1687.04,936.924 1687.47,936.794 1687.89,936.665 1688.32,936.536 1688.74,936.407 1689.17,936.277 \n",
       "  1689.6,936.148 1690.02,936.019 1690.45,935.89 1690.87,935.76 1691.3,935.631 1691.72,935.502 1692.15,935.373 1692.58,935.243 1693,935.114 1693.43,934.985 \n",
       "  1693.85,934.856 1694.28,934.726 1694.71,934.597 1695.13,934.468 1695.56,934.339 1695.98,934.209 1696.41,934.08 1696.84,933.951 1697.26,933.822 1697.69,933.692 \n",
       "  1698.11,933.563 1698.54,933.434 1698.97,933.305 1699.39,933.175 1699.82,933.046 1700.24,932.917 1700.67,932.788 1701.1,932.658 1701.52,932.529 1701.95,932.4 \n",
       "  1702.37,932.271 1702.8,932.141 1703.22,932.012 1703.65,931.883 1704.08,931.754 1704.5,931.625 1704.93,931.495 1705.35,931.366 1705.78,931.237 1706.21,931.108 \n",
       "  1706.63,930.978 1707.06,930.849 1707.48,930.72 1707.91,930.591 1708.34,930.461 1708.76,930.332 1709.19,930.203 1709.61,930.074 1710.04,929.944 1710.47,929.815 \n",
       "  1710.89,929.686 1711.32,929.557 1711.74,929.427 1712.17,929.298 1712.6,929.169 1713.02,929.04 1713.45,928.91 1713.87,928.781 1714.3,928.652 1714.72,928.523 \n",
       "  1715.15,928.394 1715.58,928.264 1716,928.135 1716.43,928.006 1716.85,927.877 1717.28,927.747 1717.71,927.618 1718.13,927.489 1718.56,927.36 1718.98,927.23 \n",
       "  1719.41,927.101 1719.84,926.972 1720.26,926.843 1720.69,926.713 1721.11,926.584 1721.54,926.455 1721.97,926.326 1722.39,926.197 1722.82,926.067 1723.24,925.938 \n",
       "  1723.67,925.809 1724.09,925.68 1724.52,925.55 1724.95,925.421 1725.37,925.292 1725.8,925.163 1726.22,925.033 1726.65,924.904 1727.08,924.775 1727.5,924.646 \n",
       "  1727.93,924.517 1728.35,924.387 1728.78,924.258 1729.21,924.129 1729.63,924 1730.06,923.87 1730.48,923.741 1730.91,923.612 1731.34,923.483 1731.76,923.354 \n",
       "  1732.19,923.224 1732.61,923.095 1733.04,922.966 1733.47,922.837 1733.89,922.707 1734.32,922.578 1734.74,922.449 1735.17,922.32 1735.59,922.19 1736.02,922.061 \n",
       "  1736.45,921.932 1736.87,921.803 1737.3,921.674 1737.72,921.544 1738.15,921.415 1738.58,921.286 1739,921.157 1739.43,921.027 1739.85,920.898 1740.28,920.769 \n",
       "  1740.71,920.64 1741.13,920.511 1741.56,920.381 1741.98,920.252 1742.41,920.123 1742.84,919.994 1743.26,919.864 1743.69,919.735 1744.11,919.606 1744.54,919.477 \n",
       "  1744.97,919.348 1745.39,919.218 1745.82,919.089 1746.24,918.96 1746.67,918.831 1747.09,918.701 1747.52,918.572 1747.95,918.443 1748.37,918.314 1748.8,918.185 \n",
       "  1749.22,918.055 1749.65,917.926 1750.08,917.797 1750.5,917.668 1750.93,917.538 1751.35,917.409 1751.78,917.28 1752.21,917.151 1752.63,917.022 1753.06,916.892 \n",
       "  1753.48,916.763 1753.91,916.634 1754.34,916.505 1754.76,916.375 1755.19,916.246 1755.61,916.117 1756.04,915.988 1756.47,915.859 1756.89,915.729 1757.32,915.6 \n",
       "  1757.74,915.471 1758.17,915.342 1758.59,915.213 1759.02,915.083 1759.45,914.954 1759.87,914.825 1760.3,914.696 1760.72,914.566 1761.15,914.437 1761.58,914.308 \n",
       "  1762,914.179 1762.43,914.05 1762.85,913.92 1763.28,913.791 1763.71,913.662 1764.13,913.533 1764.56,913.404 1764.98,913.274 1765.41,913.145 1765.84,913.016 \n",
       "  1766.26,912.887 1766.69,912.758 1767.11,912.628 1767.54,912.499 1767.96,912.37 1768.39,912.241 1768.82,912.111 1769.24,911.982 1769.67,911.853 1770.09,911.724 \n",
       "  1770.52,911.595 1770.95,911.465 1771.37,911.336 1771.8,911.207 1772.22,911.078 1772.65,910.949 1773.08,910.819 1773.5,910.69 1773.93,910.561 1774.35,910.432 \n",
       "  1774.78,910.303 1775.21,910.173 1775.63,910.044 1776.06,909.915 1776.48,909.786 1776.91,909.656 1777.34,909.527 1777.76,909.398 1778.19,909.269 1778.61,909.14 \n",
       "  1779.04,909.01 1779.46,908.881 1779.89,908.752 1780.32,908.623 1780.74,908.494 1781.17,908.364 1781.59,908.235 1782.02,908.106 1782.45,907.977 1782.87,907.848 \n",
       "  1783.3,907.718 1783.72,907.589 1784.15,907.46 1784.58,907.331 1785,907.202 1785.43,907.072 1785.85,906.943 1786.28,906.814 1786.71,906.685 1787.13,906.556 \n",
       "  1787.56,906.426 1787.98,906.297 1788.41,906.168 1788.84,906.039 1789.26,905.91 1789.69,905.78 1790.11,905.651 1790.54,905.522 1790.96,905.393 1791.39,905.264 \n",
       "  1791.82,905.134 1792.24,905.005 1792.67,904.876 1793.09,904.747 1793.52,904.618 1793.95,904.488 1794.37,904.359 1794.8,904.23 1795.22,904.101 1795.65,903.972 \n",
       "  1796.08,903.842 1796.5,903.713 1796.93,903.584 1797.35,903.455 1797.78,903.326 1798.21,903.196 1798.63,903.067 1799.06,902.938 1799.48,902.809 1799.91,902.68 \n",
       "  1800.34,902.55 1800.76,902.421 1801.19,902.292 1801.61,902.163 1802.04,902.034 1802.46,901.904 1802.89,901.775 1803.32,901.646 1803.74,901.517 1804.17,901.388 \n",
       "  1804.59,901.258 1805.02,901.129 1805.45,901 1805.87,900.871 1806.3,900.742 1806.72,900.612 1807.15,900.483 1807.58,900.354 1808,900.225 1808.43,900.096 \n",
       "  1808.85,899.966 1809.28,899.837 1809.71,899.708 1810.13,899.579 1810.56,899.45 1810.98,899.321 1811.41,899.191 1811.83,899.062 1812.26,898.933 1812.69,898.804 \n",
       "  1813.11,898.675 1813.54,898.545 1813.96,898.416 1814.39,898.287 1814.82,898.158 1815.24,898.029 1815.67,897.899 1816.09,897.77 1816.52,897.641 1816.95,897.512 \n",
       "  1817.37,897.383 1817.8,897.253 1818.22,897.124 1818.65,896.995 1819.08,896.866 1819.5,896.737 1819.93,896.608 1820.35,896.478 1820.78,896.349 1821.21,896.22 \n",
       "  1821.63,896.091 1822.06,895.962 1822.48,895.832 1822.91,895.703 1823.33,895.574 1823.76,895.445 1824.19,895.316 1824.61,895.186 1825.04,895.057 1825.46,894.928 \n",
       "  1825.89,894.799 1826.32,894.67 1826.74,894.541 1827.17,894.411 1827.59,894.282 1828.02,894.153 1828.45,894.024 1828.87,893.895 1829.3,893.765 1829.72,893.636 \n",
       "  1830.15,893.507 1830.58,893.378 1831,893.249 1831.43,893.119 1831.85,892.99 1832.28,892.861 1832.71,892.732 1833.13,892.603 1833.56,892.474 1833.98,892.344 \n",
       "  1834.41,892.215 1834.83,892.086 1835.26,891.957 1835.69,891.828 1836.11,891.698 1836.54,891.569 1836.96,891.44 1837.39,891.311 1837.82,891.182 1838.24,891.053 \n",
       "  1838.67,890.923 1839.09,890.794 1839.52,890.665 1839.95,890.536 1840.37,890.407 1840.8,890.277 1841.22,890.148 1841.65,890.019 1842.08,889.89 1842.5,889.761 \n",
       "  1842.93,889.632 1843.35,889.502 1843.78,889.373 1844.2,889.244 1844.63,889.115 1845.06,888.986 1845.48,888.857 1845.91,888.727 1846.33,888.598 1846.76,888.469 \n",
       "  1847.19,888.34 1847.61,888.211 1848.04,888.081 1848.46,887.952 1848.89,887.823 1849.32,887.694 1849.74,887.565 1850.17,887.436 1850.59,887.306 1851.02,887.177 \n",
       "  1851.45,887.048 1851.87,886.919 1852.3,886.79 1852.72,886.661 1853.15,886.531 1853.58,886.402 1854,886.273 1854.43,886.144 1854.85,886.015 1855.28,885.885 \n",
       "  1855.7,885.756 1856.13,885.627 1856.56,885.498 1856.98,885.369 1857.41,885.24 1857.83,885.11 1858.26,884.981 1858.69,884.852 1859.11,884.723 1859.54,884.594 \n",
       "  1859.96,884.465 1860.39,884.335 1860.82,884.206 1861.24,884.077 1861.67,883.948 1862.09,883.819 1862.52,883.69 1862.95,883.56 1863.37,883.431 1863.8,883.302 \n",
       "  1864.22,883.173 1864.65,883.044 1865.08,882.914 1865.5,882.785 1865.93,882.656 1866.35,882.527 1866.78,882.398 1867.2,882.269 1867.63,882.139 1868.06,882.01 \n",
       "  1868.48,881.881 1868.91,881.752 1869.33,881.623 1869.76,881.494 1870.19,881.364 1870.61,881.235 1871.04,881.106 1871.46,880.977 1871.89,880.848 1872.32,880.719 \n",
       "  1872.74,880.589 1873.17,880.46 1873.59,880.331 1874.02,880.202 1874.45,880.073 1874.87,879.944 1875.3,879.814 1875.72,879.685 1876.15,879.556 1876.58,879.427 \n",
       "  1877,879.298 1877.43,879.169 1877.85,879.039 1878.28,878.91 1878.7,878.781 1879.13,878.652 1879.56,878.523 1879.98,878.394 1880.41,878.264 1880.83,878.135 \n",
       "  1881.26,878.006 1881.69,877.877 1882.11,877.748 1882.54,877.619 1882.96,877.489 1883.39,877.36 1883.82,877.231 1884.24,877.102 1884.67,876.973 1885.09,876.844 \n",
       "  1885.52,876.714 1885.95,876.585 1886.37,876.456 1886.8,876.327 1887.22,876.198 1887.65,876.069 1888.07,875.939 1888.5,875.81 1888.93,875.681 1889.35,875.552 \n",
       "  1889.78,875.423 1890.2,875.294 1890.63,875.165 1891.06,875.035 1891.48,874.906 1891.91,874.777 1892.33,874.648 1892.76,874.519 1893.19,874.39 1893.61,874.26 \n",
       "  1894.04,874.131 1894.46,874.002 1894.89,873.873 1895.32,873.744 1895.74,873.615 1896.17,873.485 1896.59,873.356 1897.02,873.227 1897.45,873.098 1897.87,872.969 \n",
       "  1898.3,872.84 1898.72,872.71 1899.15,872.581 1899.57,872.452 1900,872.323 1900.43,872.194 1900.85,872.065 1901.28,871.936 1901.7,871.806 1902.13,871.677 \n",
       "  1902.56,871.548 1902.98,871.419 1903.41,871.29 1903.83,871.161 1904.26,871.031 1904.69,870.902 1905.11,870.773 1905.54,870.644 1905.96,870.515 1906.39,870.386 \n",
       "  1906.82,870.257 1907.24,870.127 1907.67,869.998 1908.09,869.869 1908.52,869.74 1908.95,869.611 1909.37,869.482 1909.8,869.352 1910.22,869.223 1910.65,869.094 \n",
       "  1911.07,868.965 1911.5,868.836 1911.93,868.707 1912.35,868.577 1912.78,868.448 1913.2,868.319 1913.63,868.19 1914.06,868.061 1914.48,867.932 1914.91,867.803 \n",
       "  1915.33,867.673 1915.76,867.544 1916.19,867.415 1916.61,867.286 1917.04,867.157 1917.46,867.028 1917.89,866.899 1918.32,866.769 1918.74,866.64 1919.17,866.511 \n",
       "  1919.59,866.382 1920.02,866.253 1920.45,866.124 1920.87,865.994 1921.3,865.865 1921.72,865.736 1922.15,865.607 1922.57,865.478 1923,865.349 1923.43,865.22 \n",
       "  1923.85,865.09 1924.28,864.961 1924.7,864.832 1925.13,864.703 1925.56,864.574 1925.98,864.445 1926.41,864.316 1926.83,864.186 1927.26,864.057 1927.69,863.928 \n",
       "  1928.11,863.799 1928.54,863.67 1928.96,863.541 1929.39,863.411 1929.82,863.282 1930.24,863.153 1930.67,863.024 1931.09,862.895 1931.52,862.766 1931.94,862.637 \n",
       "  1932.37,862.507 1932.8,862.378 1933.22,862.249 1933.65,862.12 1934.07,861.991 1934.5,861.862 1934.93,861.733 1935.35,861.603 1935.78,861.474 1936.2,861.345 \n",
       "  1936.63,861.216 1937.06,861.087 1937.48,860.958 1937.91,860.829 1938.33,860.699 1938.76,860.57 1939.19,860.441 1939.61,860.312 1940.04,860.183 1940.46,860.054 \n",
       "  1940.89,859.925 1941.32,859.795 1941.74,859.666 1942.17,859.537 1942.59,859.408 1943.02,859.279 1943.44,859.15 1943.87,859.021 1944.3,858.891 1944.72,858.762 \n",
       "  1945.15,858.633 1945.57,858.504 1946,858.375 1946.43,858.246 1946.85,858.117 1947.28,857.987 1947.7,857.858 1948.13,857.729 1948.56,857.6 1948.98,857.471 \n",
       "  1949.41,857.342 1949.83,857.213 1950.26,857.083 1950.69,856.954 1951.11,856.825 1951.54,856.696 1951.96,856.567 1952.39,856.438 1952.82,856.309 1953.24,856.179 \n",
       "  1953.67,856.05 1954.09,855.921 1954.52,855.792 1954.94,855.663 1955.37,855.534 1955.8,855.405 1956.22,855.275 1956.65,855.146 1957.07,855.017 1957.5,854.888 \n",
       "  1957.93,854.759 1958.35,854.63 1958.78,854.501 1959.2,854.371 1959.63,854.242 1960.06,854.113 1960.48,853.984 1960.91,853.855 1961.33,853.726 1961.76,853.597 \n",
       "  1962.19,853.467 1962.61,853.338 1963.04,853.209 1963.46,853.08 1963.89,852.951 1964.32,852.822 1964.74,852.693 1965.17,852.564 1965.59,852.434 1966.02,852.305 \n",
       "  1966.44,852.176 1966.87,852.047 1967.3,851.918 1967.72,851.789 1968.15,851.66 1968.57,851.53 1969,851.401 1969.43,851.272 1969.85,851.143 1970.28,851.014 \n",
       "  1970.7,850.885 1971.13,850.756 1971.56,850.627 1971.98,850.497 1972.41,850.368 1972.83,850.239 1973.26,850.11 1973.69,849.981 1974.11,849.852 1974.54,849.723 \n",
       "  1974.96,849.593 1975.39,849.464 1975.81,849.335 1976.24,849.206 1976.67,849.077 1977.09,848.948 1977.52,848.819 1977.94,848.69 1978.37,848.56 1978.8,848.431 \n",
       "  1979.22,848.302 1979.65,848.173 1980.07,848.044 1980.5,847.915 1980.93,847.786 1981.35,847.656 1981.78,847.527 1982.2,847.398 1982.63,847.269 1983.06,847.14 \n",
       "  1983.48,847.011 1983.91,846.882 1984.33,846.753 1984.76,846.623 1985.19,846.494 1985.61,846.365 1986.04,846.236 1986.46,846.107 1986.89,845.978 1987.31,845.849 \n",
       "  1987.74,845.72 1988.17,845.59 1988.59,845.461 1989.02,845.332 1989.44,845.203 1989.87,845.074 1990.3,844.945 1990.72,844.816 1991.15,844.686 1991.57,844.557 \n",
       "  1992,844.428 1992.43,844.299 1992.85,844.17 1993.28,844.041 1993.7,843.912 1994.13,843.783 1994.56,843.653 1994.98,843.524 1995.41,843.395 1995.83,843.266 \n",
       "  1996.26,843.137 1996.69,843.008 1997.11,842.879 1997.54,842.75 1997.96,842.62 1998.39,842.491 1998.81,842.362 1999.24,842.233 1999.67,842.104 2000.09,841.975 \n",
       "  2000.52,841.846 2000.94,841.717 2001.37,841.587 2001.8,841.458 2002.22,841.329 2002.65,841.2 2003.07,841.071 2003.5,840.942 2003.93,840.813 2004.35,840.684 \n",
       "  2004.78,840.554 2005.2,840.425 2005.63,840.296 2006.06,840.167 2006.48,840.038 2006.91,839.909 2007.33,839.78 2007.76,839.651 2008.18,839.521 2008.61,839.392 \n",
       "  2009.04,839.263 2009.46,839.134 2009.89,839.005 2010.31,838.876 2010.74,838.747 2011.17,838.618 2011.59,838.488 2012.02,838.359 2012.44,838.23 2012.87,838.101 \n",
       "  2013.3,837.972 2013.72,837.843 2014.15,837.714 2014.57,837.585 2015,837.456 2015.43,837.326 2015.85,837.197 2016.28,837.068 2016.7,836.939 2017.13,836.81 \n",
       "  2017.56,836.681 2017.98,836.552 2018.41,836.423 2018.83,836.293 2019.26,836.164 2019.68,836.035 2020.11,835.906 2020.54,835.777 2020.96,835.648 2021.39,835.519 \n",
       "  2021.81,835.39 2022.24,835.26 2022.67,835.131 2023.09,835.002 2023.52,834.873 2023.94,834.744 2024.37,834.615 2024.8,834.486 2025.22,834.357 2025.65,834.228 \n",
       "  2026.07,834.098 2026.5,833.969 2026.93,833.84 2027.35,833.711 2027.78,833.582 2028.2,833.453 2028.63,833.324 2029.06,833.195 2029.48,833.065 2029.91,832.936 \n",
       "  2030.33,832.807 2030.76,832.678 2031.18,832.549 2031.61,832.42 2032.04,832.291 2032.46,832.162 2032.89,832.033 2033.31,831.903 2033.74,831.774 2034.17,831.645 \n",
       "  2034.59,831.516 2035.02,831.387 2035.44,831.258 2035.87,831.129 2036.3,831 2036.72,830.871 2037.15,830.741 2037.57,830.612 2038,830.483 2038.43,830.354 \n",
       "  2038.85,830.225 2039.28,830.096 2039.7,829.967 2040.13,829.838 2040.56,829.708 2040.98,829.579 2041.41,829.45 2041.83,829.321 2042.26,829.192 2042.68,829.063 \n",
       "  2043.11,828.934 2043.54,828.805 2043.96,828.676 2044.39,828.546 2044.81,828.417 2045.24,828.288 2045.67,828.159 2046.09,828.03 2046.52,827.901 2046.94,827.772 \n",
       "  2047.37,827.643 2047.8,827.514 2048.22,827.384 2048.65,827.255 2049.07,827.126 2049.5,826.997 2049.93,826.868 2050.35,826.739 2050.78,826.61 2051.2,826.481 \n",
       "  2051.63,826.352 2052.05,826.222 2052.48,826.093 2052.91,825.964 2053.33,825.835 2053.76,825.706 2054.18,825.577 2054.61,825.448 2055.04,825.319 2055.46,825.19 \n",
       "  2055.89,825.06 2056.31,824.931 2056.74,824.802 2057.17,824.673 2057.59,824.544 2058.02,824.415 2058.44,824.286 2058.87,824.157 2059.3,824.028 2059.72,823.898 \n",
       "  2060.15,823.769 2060.57,823.64 2061,823.511 2061.43,823.382 2061.85,823.253 2062.28,823.124 2062.7,822.995 2063.13,822.866 2063.55,822.737 2063.98,822.607 \n",
       "  2064.41,822.478 2064.83,822.349 2065.26,822.22 2065.68,822.091 2066.11,821.962 2066.54,821.833 2066.96,821.704 2067.39,821.575 2067.81,821.445 2068.24,821.316 \n",
       "  2068.67,821.187 2069.09,821.058 2069.52,820.929 2069.94,820.8 2070.37,820.671 2070.8,820.542 2071.22,820.413 2071.65,820.284 2072.07,820.154 2072.5,820.025 \n",
       "  2072.93,819.896 2073.35,819.767 2073.78,819.638 2074.2,819.509 2074.63,819.38 2075.05,819.251 2075.48,819.122 2075.91,818.992 2076.33,818.863 2076.76,818.734 \n",
       "  2077.18,818.605 2077.61,818.476 2078.04,818.347 2078.46,818.218 2078.89,818.089 2079.31,817.96 2079.74,817.831 2080.17,817.701 2080.59,817.572 2081.02,817.443 \n",
       "  2081.44,817.314 2081.87,817.185 2082.3,817.056 2082.72,816.927 2083.15,816.798 2083.57,816.669 2084,816.54 2084.43,816.41 2084.85,816.281 2085.28,816.152 \n",
       "  2085.7,816.023 2086.13,815.894 2086.55,815.765 2086.98,815.636 2087.41,815.507 2087.83,815.378 2088.26,815.249 2088.68,815.119 2089.11,814.99 2089.54,814.861 \n",
       "  2089.96,814.732 2090.39,814.603 2090.81,814.474 2091.24,814.345 2091.67,814.216 2092.09,814.087 2092.52,813.958 2092.94,813.828 2093.37,813.699 2093.8,813.57 \n",
       "  2094.22,813.441 2094.65,813.312 2095.07,813.183 2095.5,813.054 2095.92,812.925 2096.35,812.796 2096.78,812.667 2097.2,812.537 2097.63,812.408 2098.05,812.279 \n",
       "  2098.48,812.15 2098.91,812.021 2099.33,811.892 2099.76,811.763 2100.18,811.634 2100.61,811.505 2101.04,811.376 2101.46,811.246 2101.89,811.117 2102.31,810.988 \n",
       "  2102.74,810.859 2103.17,810.73 2103.59,810.601 2104.02,810.472 2104.44,810.343 2104.87,810.214 2105.3,810.085 2105.72,809.955 2106.15,809.826 2106.57,809.697 \n",
       "  2107,809.568 2107.42,809.439 2107.85,809.31 2108.28,809.181 2108.7,809.052 2109.13,808.923 2109.55,808.794 2109.98,808.665 2110.41,808.535 2110.83,808.406 \n",
       "  2111.26,808.277 2111.68,808.148 2112.11,808.019 2112.54,807.89 2112.96,807.761 2113.39,807.632 2113.81,807.503 2114.24,807.374 2114.67,807.244 2115.09,807.115 \n",
       "  2115.52,806.986 2115.94,806.857 2116.37,806.728 2116.8,806.599 2117.22,806.47 2117.65,806.341 2118.07,806.212 2118.5,806.083 2118.92,805.954 2119.35,805.824 \n",
       "  2119.78,805.695 2120.2,805.566 2120.63,805.437 2121.05,805.308 2121.48,805.179 2121.91,805.05 2122.33,804.921 2122.76,804.792 2123.18,804.663 2123.61,804.534 \n",
       "  2124.04,804.404 2124.46,804.275 2124.89,804.146 2125.31,804.017 2125.74,803.888 2126.17,803.759 2126.59,803.63 2127.02,803.501 2127.44,803.372 2127.87,803.243 \n",
       "  2128.29,803.114 2128.72,802.984 2129.15,802.855 2129.57,802.726 2130,802.597 2130.42,802.468 2130.85,802.339 2131.28,802.21 2131.7,802.081 2132.13,801.952 \n",
       "  2132.55,801.823 2132.98,801.694 2133.41,801.564 2133.83,801.435 2134.26,801.306 2134.68,801.177 2135.11,801.048 2135.54,800.919 2135.96,800.79 2136.39,800.661 \n",
       "  2136.81,800.532 2137.24,800.403 2137.67,800.274 2138.09,800.144 2138.52,800.015 2138.94,799.886 2139.37,799.757 2139.79,799.628 2140.22,799.499 2140.65,799.37 \n",
       "  2141.07,799.241 2141.5,799.112 2141.92,798.983 2142.35,798.854 2142.78,798.725 2143.2,798.595 2143.63,798.466 2144.05,798.337 2144.48,798.208 2144.91,798.079 \n",
       "  2145.33,797.95 2145.76,797.821 2146.18,797.692 2146.61,797.563 2147.04,797.434 2147.46,797.305 2147.89,797.175 2148.31,797.046 2148.74,796.917 2149.17,796.788 \n",
       "  2149.59,796.659 2150.02,796.53 2150.44,796.401 2150.87,796.272 2151.29,796.143 2151.72,796.014 2152.15,795.885 2152.57,795.756 2153,795.626 2153.42,795.497 \n",
       "  2153.85,795.368 2154.28,795.239 2154.7,795.11 2155.13,794.981 2155.55,794.852 2155.98,794.723 2156.41,794.594 2156.83,794.465 2157.26,794.336 2157.68,794.207 \n",
       "  2158.11,794.077 2158.54,793.948 2158.96,793.819 2159.39,793.69 2159.81,793.561 2160.24,793.432 2160.67,793.303 2161.09,793.174 2161.52,793.045 2161.94,792.916 \n",
       "  2162.37,792.787 2162.79,792.658 2163.22,792.528 2163.65,792.399 2164.07,792.27 2164.5,792.141 2164.92,792.012 2165.35,791.883 2165.78,791.754 2166.2,791.625 \n",
       "  2166.63,791.496 2167.05,791.367 2167.48,791.238 2167.91,791.109 2168.33,790.979 2168.76,790.85 2169.18,790.721 2169.61,790.592 2170.04,790.463 2170.46,790.334 \n",
       "  2170.89,790.205 2171.31,790.076 2171.74,789.947 2172.16,789.818 2172.59,789.689 2173.02,789.56 2173.44,789.431 2173.87,789.301 2174.29,789.172 2174.72,789.043 \n",
       "  2175.15,788.914 2175.57,788.785 2176,788.656 2176.42,788.527 2176.85,788.398 2177.28,788.269 2177.7,788.14 2178.13,788.011 2178.55,787.882 2178.98,787.752 \n",
       "  2179.41,787.623 2179.83,787.494 2180.26,787.365 2180.68,787.236 2181.11,787.107 2181.54,786.978 2181.96,786.849 2182.39,786.72 2182.81,786.591 2183.24,786.462 \n",
       "  2183.66,786.333 2184.09,786.204 2184.52,786.074 2184.94,785.945 2185.37,785.816 2185.79,785.687 2186.22,785.558 2186.65,785.429 2187.07,785.3 2187.5,785.171 \n",
       "  2187.92,785.042 2188.35,784.913 2188.78,784.784 2189.2,784.655 2189.63,784.526 2190.05,784.396 2190.48,784.267 2190.91,784.138 2191.33,784.009 2191.76,783.88 \n",
       "  2192.18,783.751 2192.61,783.622 2193.04,783.493 2193.46,783.364 2193.89,783.235 2194.31,783.106 2194.74,782.977 2195.16,782.848 2195.59,782.718 2196.02,782.589 \n",
       "  2196.44,782.46 2196.87,782.331 2197.29,782.202 2197.72,782.073 2198.15,781.944 2198.57,781.815 2199,781.686 2199.42,781.557 2199.85,781.428 2200.28,781.299 \n",
       "  2200.7,781.17 2201.13,781.041 2201.55,780.911 2201.98,780.782 2202.41,780.653 2202.83,780.524 2203.26,780.395 2203.68,780.266 2204.11,780.137 2204.54,780.008 \n",
       "  2204.96,779.879 2205.39,779.75 2205.81,779.621 2206.24,779.492 2206.66,779.363 2207.09,779.234 2207.52,779.104 2207.94,778.975 2208.37,778.846 2208.79,778.717 \n",
       "  2209.22,778.588 2209.65,778.459 2210.07,778.33 2210.5,778.201 2210.92,778.072 2211.35,777.943 2211.78,777.814 2212.2,777.685 2212.63,777.556 2213.05,777.427 \n",
       "  2213.48,777.297 2213.91,777.168 2214.33,777.039 2214.76,776.91 2215.18,776.781 2215.61,776.652 2216.03,776.523 2216.46,776.394 2216.89,776.265 2217.31,776.136 \n",
       "  2217.74,776.007 2218.16,775.878 2218.59,775.749 2219.02,775.62 2219.44,775.49 2219.87,775.361 2220.29,775.232 2220.72,775.103 2221.15,774.974 2221.57,774.845 \n",
       "  2222,774.716 2222.42,774.587 2222.85,774.458 2223.28,774.329 2223.7,774.2 2224.13,774.071 2224.55,773.942 2224.98,773.813 2225.41,773.683 2225.83,773.554 \n",
       "  2226.26,773.425 2226.68,773.296 2227.11,773.167 2227.53,773.038 2227.96,772.909 2228.39,772.78 2228.81,772.651 2229.24,772.522 2229.66,772.393 2230.09,772.264 \n",
       "  2230.52,772.135 2230.94,772.006 2231.37,771.877 2231.79,771.747 2232.22,771.618 2232.65,771.489 2233.07,771.36 2233.5,771.231 2233.92,771.102 2234.35,770.973 \n",
       "  2234.78,770.844 2235.2,770.715 2235.63,770.586 2236.05,770.457 2236.48,770.328 2236.91,770.199 2237.33,770.07 2237.76,769.941 2238.18,769.811 2238.61,769.682 \n",
       "  2239.03,769.553 2239.46,769.424 2239.89,769.295 2240.31,769.166 2240.74,769.037 2241.16,768.908 2241.59,768.779 2242.02,768.65 2242.44,768.521 2242.87,768.392 \n",
       "  2243.29,768.263 2243.72,768.134 2244.15,768.005 2244.57,767.876 2245,767.746 2245.42,767.617 2245.85,767.488 2246.28,767.359 2246.7,767.23 2247.13,767.101 \n",
       "  2247.55,766.972 2247.98,766.843 2248.41,766.714 2248.83,766.585 2249.26,766.456 2249.68,766.327 2250.11,766.198 2250.53,766.069 2250.96,765.94 2251.39,765.81 \n",
       "  2251.81,765.681 2252.24,765.552 2252.66,765.423 2253.09,765.294 2253.52,765.165 2253.94,765.036 2254.37,764.907 2254.79,764.778 2255.22,764.649 2255.65,764.52 \n",
       "  2256.07,764.391 2256.5,764.262 2256.92,764.133 2257.35,764.004 2257.78,763.875 2258.2,763.745 2258.63,763.616 2259.05,763.487 2259.48,763.358 2259.9,763.229 \n",
       "  2260.33,763.1 2260.76,762.971 2261.18,762.842 2261.61,762.713 2262.03,762.584 2262.46,762.455 2262.89,762.326 2263.31,762.197 2263.74,762.068 2264.16,761.939 \n",
       "  2264.59,761.81 2265.02,761.681 2265.44,761.551 2265.87,761.422 2266.29,761.293 2266.72,761.164 2267.15,761.035 2267.57,760.906 2268,760.777 2268.42,760.648 \n",
       "  2268.85,760.519 2269.28,760.39 2269.7,760.261 2270.13,760.132 2270.55,760.003 2270.98,759.874 2271.4,759.745 2271.83,759.616 2272.26,759.487 2272.68,759.357 \n",
       "  2273.11,759.228 2273.53,759.099 2273.96,758.97 2274.39,758.841 2274.81,758.712 2275.24,758.583 2275.66,758.454 2276.09,758.325 2276.52,758.196 2276.94,758.067 \n",
       "  2277.37,757.938 2277.79,757.809 2278.22,757.68 2278.65,757.551 2279.07,757.422 2279.5,757.293 2279.92,757.163 2280.35,757.034 2280.78,756.905 2281.2,756.776 \n",
       "  2281.63,756.647 2282.05,756.518 2282.48,756.389 2282.9,756.26 2283.33,756.131 2283.76,756.002 2284.18,755.873 2284.61,755.744 2285.03,755.615 2285.46,755.486 \n",
       "  2285.89,755.357 2286.31,755.228 2286.74,755.099 2287.16,754.97 2287.59,754.84 2288.02,754.711 2288.44,754.582 2288.87,754.453 2289.29,754.324 2289.72,754.195 \n",
       "  2290.15,754.066 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1602)\" style=\"stroke:#3da44d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.127,1442.38 203.553,1441.08 203.979,1439.87 204.405,1438.74 204.831,1437.68 205.257,1436.67 205.683,1435.72 206.109,1434.82 206.535,1433.96 206.961,1433.14 \n",
       "  207.387,1432.35 207.812,1431.59 208.238,1430.86 208.664,1430.15 209.09,1429.46 209.516,1428.8 209.942,1428.16 210.368,1427.53 210.794,1426.92 211.22,1426.33 \n",
       "  211.646,1425.75 212.072,1425.18 212.498,1424.63 212.924,1424.09 213.349,1423.56 213.775,1423.04 214.201,1422.53 214.627,1422.03 215.053,1421.54 215.479,1421.06 \n",
       "  215.905,1420.59 216.331,1420.12 216.757,1419.66 217.183,1419.21 217.609,1418.77 218.035,1418.33 218.461,1417.9 218.886,1417.47 219.312,1417.05 219.738,1416.63 \n",
       "  220.164,1416.22 220.59,1415.82 221.016,1415.42 221.442,1415.02 221.868,1414.63 222.294,1414.25 222.72,1413.86 223.146,1413.49 223.572,1413.11 223.998,1412.74 \n",
       "  224.423,1412.38 224.849,1412.01 225.275,1411.65 225.701,1411.3 226.127,1410.95 226.553,1410.6 226.979,1410.25 227.405,1409.91 227.831,1409.57 228.257,1409.23 \n",
       "  228.683,1408.9 229.109,1408.57 229.535,1408.24 229.96,1407.91 230.386,1407.59 230.812,1407.27 231.238,1406.95 231.664,1406.63 232.09,1406.32 232.516,1406.01 \n",
       "  232.942,1405.7 233.368,1405.39 233.794,1405.09 234.22,1404.78 234.646,1404.48 235.071,1404.19 235.497,1403.89 235.923,1403.59 236.349,1403.3 236.775,1403.01 \n",
       "  237.201,1402.72 237.627,1402.43 238.053,1402.15 238.479,1401.87 238.905,1401.58 239.331,1401.3 239.757,1401.02 240.183,1400.75 240.608,1400.47 241.034,1400.2 \n",
       "  241.46,1399.93 241.886,1399.65 242.312,1399.38 242.738,1399.12 243.164,1398.85 243.59,1398.59 244.016,1398.32 244.442,1398.06 244.868,1397.8 245.294,1397.54 \n",
       "  245.72,1397.28 246.145,1397.02 246.571,1396.77 246.997,1396.51 247.423,1396.26 247.849,1396.01 248.275,1395.76 248.701,1395.51 249.127,1395.26 249.553,1395.01 \n",
       "  249.979,1394.76 250.405,1394.52 250.831,1394.28 251.257,1394.03 251.682,1393.79 252.108,1393.55 252.534,1393.31 252.96,1393.07 253.386,1392.83 253.812,1392.6 \n",
       "  254.238,1392.36 254.664,1392.13 255.09,1391.89 255.516,1391.66 255.942,1391.43 256.368,1391.2 256.794,1390.97 257.219,1390.74 257.645,1390.51 258.071,1390.28 \n",
       "  258.497,1390.06 258.923,1389.83 259.349,1389.61 259.775,1389.38 260.201,1389.16 260.627,1388.94 261.053,1388.72 261.479,1388.49 261.905,1388.27 262.331,1388.06 \n",
       "  262.756,1387.84 263.182,1387.62 263.608,1387.4 264.034,1387.19 264.46,1386.97 264.886,1386.76 265.312,1386.54 265.738,1386.33 266.164,1386.12 266.59,1385.91 \n",
       "  267.016,1385.7 267.442,1385.49 267.867,1385.28 268.293,1385.07 268.719,1384.86 269.145,1384.65 269.571,1384.45 269.997,1384.24 270.423,1384.04 270.849,1383.83 \n",
       "  271.275,1383.63 271.701,1383.42 272.127,1383.22 272.553,1383.02 272.979,1382.82 273.404,1382.62 273.83,1382.42 274.256,1382.22 274.682,1382.02 275.108,1381.82 \n",
       "  275.534,1381.62 275.96,1381.42 276.386,1381.23 276.812,1381.03 277.238,1380.83 277.664,1380.64 278.09,1380.44 278.516,1380.25 278.941,1380.06 279.367,1379.86 \n",
       "  279.793,1379.67 280.219,1379.48 280.645,1379.29 281.071,1379.1 281.497,1378.91 281.923,1378.72 282.349,1378.53 282.775,1378.34 283.201,1378.15 283.627,1377.96 \n",
       "  284.053,1377.78 284.478,1377.59 284.904,1377.4 285.33,1377.22 285.756,1377.03 286.182,1376.85 286.608,1376.66 287.034,1376.48 287.46,1376.3 287.886,1376.11 \n",
       "  288.312,1375.93 288.738,1375.75 289.164,1375.57 289.59,1375.39 290.015,1375.21 290.441,1375.03 290.867,1374.85 291.293,1374.67 291.719,1374.49 292.145,1374.31 \n",
       "  292.571,1374.13 292.997,1373.95 293.423,1373.78 293.849,1373.6 294.275,1373.42 294.701,1373.25 295.127,1373.07 295.552,1372.9 295.978,1372.72 296.404,1372.55 \n",
       "  296.83,1372.37 297.256,1372.2 297.682,1372.03 298.108,1371.85 298.534,1371.68 298.96,1371.51 299.386,1371.34 299.812,1371.17 300.238,1371 300.663,1370.83 \n",
       "  301.089,1370.66 301.515,1370.49 301.941,1370.32 302.367,1370.15 302.793,1369.98 303.219,1369.81 303.645,1369.64 304.071,1369.48 304.497,1369.31 304.923,1369.14 \n",
       "  305.349,1368.97 305.775,1368.81 306.2,1368.64 306.626,1368.48 307.052,1368.31 307.478,1368.15 307.904,1367.98 308.33,1367.82 308.756,1367.65 309.182,1367.49 \n",
       "  309.608,1367.33 310.034,1367.16 310.46,1367 310.886,1366.84 311.312,1366.68 311.737,1366.52 312.163,1366.36 312.589,1366.19 313.015,1366.03 313.441,1365.87 \n",
       "  313.867,1365.71 314.293,1365.55 314.719,1365.39 315.145,1365.24 315.571,1365.08 315.997,1364.92 316.423,1364.76 316.849,1364.6 317.274,1364.44 317.7,1364.29 \n",
       "  318.126,1364.13 318.552,1363.97 318.978,1363.82 319.404,1363.66 319.83,1363.5 320.256,1363.35 320.682,1363.19 321.108,1363.04 321.534,1362.88 321.96,1362.73 \n",
       "  322.386,1362.57 322.811,1362.42 323.237,1362.27 323.663,1362.11 324.089,1361.96 324.515,1361.81 324.941,1361.66 325.367,1361.5 325.793,1361.35 326.219,1361.2 \n",
       "  326.645,1361.05 327.071,1360.9 327.497,1360.75 327.923,1360.59 328.348,1360.44 328.774,1360.29 329.2,1360.14 329.626,1359.99 330.052,1359.84 330.478,1359.7 \n",
       "  330.904,1359.55 331.33,1359.4 331.756,1359.25 332.182,1359.1 332.608,1358.95 333.034,1358.8 333.459,1358.66 333.885,1358.51 334.311,1358.36 334.737,1358.22 \n",
       "  335.163,1358.07 335.589,1357.92 336.015,1357.78 336.441,1357.63 336.867,1357.48 337.293,1357.34 337.719,1357.19 338.145,1357.05 338.571,1356.9 338.996,1356.76 \n",
       "  339.422,1356.62 339.848,1356.47 340.274,1356.33 340.7,1356.18 341.126,1356.04 341.552,1355.9 341.978,1355.75 342.404,1355.61 342.83,1355.47 343.256,1355.33 \n",
       "  343.682,1355.18 344.108,1355.04 344.533,1354.9 344.959,1354.76 345.385,1354.62 345.811,1354.48 346.237,1354.34 346.663,1354.2 347.089,1354.05 347.515,1353.91 \n",
       "  347.941,1353.77 348.367,1353.63 348.793,1353.49 349.219,1353.36 349.645,1353.22 350.07,1353.08 350.496,1352.94 350.922,1352.8 351.348,1352.66 351.774,1352.52 \n",
       "  352.2,1352.38 352.626,1352.25 353.052,1352.11 353.478,1351.97 353.904,1351.83 354.33,1351.7 354.756,1351.56 355.182,1351.42 355.607,1351.29 356.033,1351.15 \n",
       "  356.459,1351.01 356.885,1350.88 357.311,1350.74 357.737,1350.61 358.163,1350.47 358.589,1350.34 359.015,1350.2 359.441,1350.07 359.867,1349.93 360.293,1349.8 \n",
       "  360.719,1349.66 361.144,1349.53 361.57,1349.39 361.996,1349.26 362.422,1349.13 362.848,1348.99 363.274,1348.86 363.7,1348.73 364.126,1348.59 364.552,1348.46 \n",
       "  364.978,1348.33 365.404,1348.2 365.83,1348.06 366.255,1347.93 366.681,1347.8 367.107,1347.67 367.533,1347.54 367.959,1347.4 368.385,1347.27 368.811,1347.14 \n",
       "  369.237,1347.01 369.663,1346.88 370.089,1346.75 370.515,1346.62 370.941,1346.49 371.367,1346.36 371.792,1346.23 372.218,1346.1 372.644,1345.97 373.07,1345.84 \n",
       "  373.496,1345.71 373.922,1345.58 374.348,1345.45 374.774,1345.32 375.2,1345.19 375.626,1345.06 376.052,1344.94 376.478,1344.81 376.904,1344.68 377.329,1344.55 \n",
       "  377.755,1344.42 378.181,1344.3 378.607,1344.17 379.033,1344.04 379.459,1343.91 379.885,1343.79 380.311,1343.66 380.737,1343.53 381.163,1343.41 381.589,1343.28 \n",
       "  382.015,1343.15 382.441,1343.03 382.866,1342.9 383.292,1342.78 383.718,1342.65 384.144,1342.52 384.57,1342.4 384.996,1342.27 385.422,1342.15 385.848,1342.02 \n",
       "  386.274,1341.9 386.7,1341.77 387.126,1341.65 387.552,1341.52 387.978,1341.4 388.403,1341.28 388.829,1341.15 389.255,1341.03 389.681,1340.9 390.107,1340.78 \n",
       "  390.533,1340.66 390.959,1340.53 391.385,1340.41 391.811,1340.29 392.237,1340.16 392.663,1340.04 393.089,1339.92 393.515,1339.79 393.94,1339.67 394.366,1339.55 \n",
       "  394.792,1339.43 395.218,1339.31 395.644,1339.18 396.07,1339.06 396.496,1338.94 396.922,1338.82 397.348,1338.7 397.774,1338.58 398.2,1338.45 398.626,1338.33 \n",
       "  399.051,1338.21 399.477,1338.09 399.903,1337.97 400.329,1337.85 400.755,1337.73 401.181,1337.61 401.607,1337.49 402.033,1337.37 402.459,1337.25 402.885,1337.13 \n",
       "  403.311,1337.01 403.737,1336.89 404.163,1336.77 404.588,1336.65 405.014,1336.53 405.44,1336.41 405.866,1336.29 406.292,1336.17 406.718,1336.05 407.144,1335.94 \n",
       "  407.57,1335.82 407.996,1335.7 408.422,1335.58 408.848,1335.46 409.274,1335.34 409.7,1335.23 410.125,1335.11 410.551,1334.99 410.977,1334.87 411.403,1334.76 \n",
       "  411.829,1334.64 412.255,1334.52 412.681,1334.4 413.107,1334.29 413.533,1334.17 413.959,1334.05 414.385,1333.94 414.811,1333.82 415.237,1333.7 415.662,1333.59 \n",
       "  416.088,1333.47 416.514,1333.35 416.94,1333.24 417.366,1333.12 417.792,1333.01 418.218,1332.89 418.644,1332.77 419.07,1332.66 419.496,1332.54 419.922,1332.43 \n",
       "  420.348,1332.31 420.774,1332.2 421.199,1332.08 421.625,1331.97 422.051,1331.85 422.477,1331.74 422.903,1331.62 423.329,1331.51 423.755,1331.39 424.181,1331.28 \n",
       "  424.607,1331.16 425.033,1331.05 425.459,1330.94 425.885,1330.82 426.31,1330.71 426.736,1330.6 427.162,1330.48 427.588,1330.37 428.014,1330.25 428.44,1330.14 \n",
       "  428.866,1330.03 429.292,1329.91 429.718,1329.8 430.144,1329.69 430.57,1329.58 430.996,1329.46 431.422,1329.35 431.847,1329.24 432.273,1329.13 432.699,1329.01 \n",
       "  433.125,1328.9 433.551,1328.79 433.977,1328.68 434.403,1328.56 434.829,1328.45 435.255,1328.34 435.681,1328.23 436.107,1328.12 436.533,1328.01 436.959,1327.89 \n",
       "  437.384,1327.78 437.81,1327.67 438.236,1327.56 438.662,1327.45 439.088,1327.34 439.514,1327.23 439.94,1327.12 440.366,1327.01 440.792,1326.9 441.218,1326.79 \n",
       "  441.644,1326.68 442.07,1326.56 442.496,1326.45 442.921,1326.34 443.347,1326.23 443.773,1326.12 444.199,1326.01 444.625,1325.9 445.051,1325.79 445.477,1325.69 \n",
       "  445.903,1325.58 446.329,1325.47 446.755,1325.36 447.181,1325.25 447.607,1325.14 448.033,1325.03 448.458,1324.92 448.884,1324.81 449.31,1324.7 449.736,1324.59 \n",
       "  450.162,1324.49 450.588,1324.38 451.014,1324.27 451.44,1324.16 451.866,1324.05 452.292,1323.94 452.718,1323.83 453.144,1323.73 453.57,1323.62 453.995,1323.51 \n",
       "  454.421,1323.4 454.847,1323.29 455.273,1323.19 455.699,1323.08 456.125,1322.97 456.551,1322.86 456.977,1322.76 457.403,1322.65 457.829,1322.54 458.255,1322.44 \n",
       "  458.681,1322.33 459.106,1322.22 459.532,1322.11 459.958,1322.01 460.384,1321.9 460.81,1321.79 461.236,1321.69 461.662,1321.58 462.088,1321.48 462.514,1321.37 \n",
       "  462.94,1321.26 463.366,1321.16 463.792,1321.05 464.218,1320.94 464.643,1320.84 465.069,1320.73 465.495,1320.63 465.921,1320.52 466.347,1320.41 466.773,1320.31 \n",
       "  467.199,1320.2 467.625,1320.1 468.051,1319.99 468.477,1319.89 468.903,1319.78 469.329,1319.68 469.755,1319.57 470.18,1319.47 470.606,1319.36 471.032,1319.26 \n",
       "  471.458,1319.15 471.884,1319.05 472.31,1318.94 472.736,1318.84 473.162,1318.73 473.588,1318.63 474.014,1318.53 474.44,1318.42 474.866,1318.32 475.292,1318.21 \n",
       "  475.717,1318.11 476.143,1318 476.569,1317.9 476.995,1317.8 477.421,1317.69 477.847,1317.59 478.273,1317.49 478.699,1317.38 479.125,1317.28 479.551,1317.18 \n",
       "  479.977,1317.07 480.403,1316.97 480.829,1316.87 481.254,1316.76 481.68,1316.66 482.106,1316.56 482.532,1316.45 482.958,1316.35 483.384,1316.25 483.81,1316.15 \n",
       "  484.236,1316.04 484.662,1315.94 485.088,1315.84 485.514,1315.73 485.94,1315.63 486.366,1315.53 486.791,1315.43 487.217,1315.33 487.643,1315.22 488.069,1315.12 \n",
       "  488.495,1315.02 488.921,1314.92 489.347,1314.82 489.773,1314.71 490.199,1314.61 490.625,1314.51 491.051,1314.41 491.477,1314.31 491.902,1314.21 492.328,1314.1 \n",
       "  492.754,1314 493.18,1313.9 493.606,1313.8 494.032,1313.7 494.458,1313.6 494.884,1313.5 495.31,1313.4 495.736,1313.29 496.162,1313.19 496.588,1313.09 \n",
       "  497.014,1312.99 497.439,1312.89 497.865,1312.79 498.291,1312.69 498.717,1312.59 499.143,1312.49 499.569,1312.39 499.995,1312.29 500.421,1312.19 500.847,1312.09 \n",
       "  501.273,1311.99 501.699,1311.89 502.125,1311.79 502.551,1311.69 502.976,1311.59 503.402,1311.49 503.828,1311.39 504.254,1311.29 504.68,1311.19 505.106,1311.09 \n",
       "  505.532,1310.99 505.958,1310.89 506.384,1310.79 506.81,1310.69 507.236,1310.59 507.662,1310.49 508.088,1310.39 508.513,1310.29 508.939,1310.2 509.365,1310.1 \n",
       "  509.791,1310 510.217,1309.9 510.643,1309.8 511.069,1309.7 511.495,1309.6 511.921,1309.5 512.347,1309.4 512.773,1309.31 513.199,1309.21 513.625,1309.11 \n",
       "  514.05,1309.01 514.476,1308.91 514.902,1308.81 515.328,1308.72 515.754,1308.62 516.18,1308.52 516.606,1308.42 517.032,1308.32 517.458,1308.23 517.884,1308.13 \n",
       "  518.31,1308.03 518.736,1307.93 519.162,1307.83 519.587,1307.74 520.013,1307.64 520.439,1307.54 520.865,1307.44 521.291,1307.35 521.717,1307.25 522.143,1307.15 \n",
       "  522.569,1307.05 522.995,1306.96 523.421,1306.86 523.847,1306.76 524.273,1306.67 524.698,1306.57 525.124,1306.47 525.55,1306.37 525.976,1306.28 526.402,1306.18 \n",
       "  526.828,1306.08 527.254,1305.99 527.68,1305.89 528.106,1305.79 528.532,1305.7 528.958,1305.6 529.384,1305.5 529.81,1305.41 530.235,1305.31 530.661,1305.21 \n",
       "  531.087,1305.12 531.513,1305.02 531.939,1304.93 532.365,1304.83 532.791,1304.73 533.217,1304.64 533.643,1304.54 534.069,1304.45 534.495,1304.35 534.921,1304.25 \n",
       "  535.347,1304.16 535.772,1304.06 536.198,1303.97 536.624,1303.87 537.05,1303.78 537.476,1303.68 537.902,1303.58 538.328,1303.49 538.754,1303.39 539.18,1303.3 \n",
       "  539.606,1303.2 540.032,1303.11 540.458,1303.01 540.884,1302.92 541.309,1302.82 541.735,1302.73 542.161,1302.63 542.587,1302.54 543.013,1302.44 543.439,1302.35 \n",
       "  543.865,1302.25 544.291,1302.16 544.717,1302.06 545.143,1301.97 545.569,1301.87 545.995,1301.78 546.421,1301.68 546.846,1301.59 547.272,1301.5 547.698,1301.4 \n",
       "  548.124,1301.31 548.55,1301.21 548.976,1301.12 549.402,1301.02 549.828,1300.93 550.254,1300.84 550.68,1300.74 551.106,1300.65 551.532,1300.55 551.958,1300.46 \n",
       "  552.383,1300.37 552.809,1300.27 553.235,1300.18 553.661,1300.08 554.087,1299.99 554.513,1299.9 554.939,1299.8 555.365,1299.71 555.791,1299.62 556.217,1299.52 \n",
       "  556.643,1299.43 557.069,1299.34 557.494,1299.24 557.92,1299.15 558.346,1299.06 558.772,1298.96 559.198,1298.87 559.624,1298.78 560.05,1298.68 560.476,1298.59 \n",
       "  560.902,1298.5 561.328,1298.4 561.754,1298.31 562.18,1298.22 562.606,1298.12 563.031,1298.03 563.457,1297.94 563.883,1297.85 564.309,1297.75 564.735,1297.66 \n",
       "  565.161,1297.57 565.587,1297.48 566.013,1297.38 566.439,1297.29 566.865,1297.2 567.291,1297.11 567.717,1297.01 568.143,1296.92 568.568,1296.83 568.994,1296.74 \n",
       "  569.42,1296.64 569.846,1296.55 570.272,1296.46 570.698,1296.37 571.124,1296.28 571.55,1296.18 571.976,1296.09 572.402,1296 572.828,1295.91 573.254,1295.82 \n",
       "  573.68,1295.72 574.105,1295.63 574.531,1295.54 574.957,1295.45 575.383,1295.36 575.809,1295.27 576.235,1295.17 576.661,1295.08 577.087,1294.99 577.513,1294.9 \n",
       "  577.939,1294.81 578.365,1294.72 578.791,1294.63 579.217,1294.53 579.642,1294.44 580.068,1294.35 580.494,1294.26 580.92,1294.17 581.346,1294.08 581.772,1293.99 \n",
       "  582.198,1293.9 582.624,1293.81 583.05,1293.71 583.476,1293.62 583.902,1293.53 584.328,1293.44 584.753,1293.35 585.179,1293.26 585.605,1293.17 586.031,1293.08 \n",
       "  586.457,1292.99 586.883,1292.9 587.309,1292.81 587.735,1292.72 588.161,1292.63 588.587,1292.54 589.013,1292.45 589.439,1292.35 589.865,1292.26 590.29,1292.17 \n",
       "  590.716,1292.08 591.142,1291.99 591.568,1291.9 591.994,1291.81 592.42,1291.72 592.846,1291.63 593.272,1291.54 593.698,1291.45 594.124,1291.36 594.55,1291.27 \n",
       "  594.976,1291.18 595.402,1291.09 595.827,1291 596.253,1290.91 596.679,1290.82 597.105,1290.73 597.531,1290.64 597.957,1290.55 598.383,1290.47 598.809,1290.38 \n",
       "  599.235,1290.29 599.661,1290.2 600.087,1290.11 600.513,1290.02 600.939,1289.93 601.364,1289.84 601.79,1289.75 602.216,1289.66 602.642,1289.57 603.068,1289.48 \n",
       "  603.494,1289.39 603.92,1289.3 604.346,1289.21 604.772,1289.12 605.198,1289.04 605.624,1288.95 606.05,1288.86 606.476,1288.77 606.901,1288.68 607.327,1288.59 \n",
       "  607.753,1288.5 608.179,1288.41 608.605,1288.32 609.031,1288.24 609.457,1288.15 609.883,1288.06 610.309,1287.97 610.735,1287.88 611.161,1287.79 611.587,1287.7 \n",
       "  612.013,1287.61 612.438,1287.53 612.864,1287.44 613.29,1287.35 613.716,1287.26 614.142,1287.17 614.568,1287.08 614.994,1287 615.42,1286.91 615.846,1286.82 \n",
       "  616.272,1286.73 616.698,1286.64 617.124,1286.55 617.549,1286.47 617.975,1286.38 618.401,1286.29 618.827,1286.2 619.253,1286.11 619.679,1286.03 620.105,1285.94 \n",
       "  620.531,1285.85 620.957,1285.76 621.383,1285.68 621.809,1285.59 622.235,1285.5 622.661,1285.41 623.086,1285.32 623.512,1285.24 623.938,1285.15 624.364,1285.06 \n",
       "  624.79,1284.97 625.216,1284.89 625.642,1284.8 626.068,1284.71 626.494,1284.62 626.92,1284.54 627.346,1284.45 627.772,1284.36 628.198,1284.27 628.623,1284.19 \n",
       "  629.049,1284.1 629.475,1284.01 629.901,1283.92 630.327,1283.84 630.753,1283.75 631.179,1283.66 631.605,1283.58 632.031,1283.49 632.457,1283.4 632.883,1283.31 \n",
       "  633.309,1283.23 633.735,1283.14 634.16,1283.05 634.586,1282.97 635.012,1282.88 635.438,1282.79 635.864,1282.71 636.29,1282.62 636.716,1282.53 637.142,1282.45 \n",
       "  637.568,1282.36 637.994,1282.27 638.42,1282.19 638.846,1282.1 639.272,1282.01 639.697,1281.93 640.123,1281.84 640.549,1281.75 640.975,1281.67 641.401,1281.58 \n",
       "  641.827,1281.49 642.253,1281.41 642.679,1281.32 643.105,1281.24 643.531,1281.15 643.957,1281.06 644.383,1280.98 644.809,1280.89 645.234,1280.8 645.66,1280.72 \n",
       "  646.086,1280.63 646.512,1280.55 646.938,1280.46 647.364,1280.37 647.79,1280.29 648.216,1280.2 648.642,1280.12 649.068,1280.03 649.494,1279.94 649.92,1279.86 \n",
       "  650.345,1279.77 650.771,1279.69 651.197,1279.6 651.623,1279.51 652.049,1279.43 652.475,1279.34 652.901,1279.26 653.327,1279.17 653.753,1279.09 654.179,1279 \n",
       "  654.605,1278.92 655.031,1278.83 655.457,1278.74 655.882,1278.66 656.308,1278.57 656.734,1278.49 657.16,1278.4 657.586,1278.32 658.012,1278.23 658.438,1278.15 \n",
       "  658.864,1278.06 659.29,1277.98 659.716,1277.89 660.142,1277.81 660.568,1277.72 660.994,1277.63 661.419,1277.55 661.845,1277.46 662.271,1277.38 662.697,1277.29 \n",
       "  663.123,1277.21 663.549,1277.12 663.975,1277.04 664.401,1276.95 664.827,1276.87 665.253,1276.78 665.679,1276.7 666.105,1276.61 666.531,1276.53 666.956,1276.44 \n",
       "  667.382,1276.36 667.808,1276.28 668.234,1276.19 668.66,1276.11 669.086,1276.02 669.512,1275.94 669.938,1275.85 670.364,1275.77 670.79,1275.68 671.216,1275.6 \n",
       "  671.642,1275.51 672.068,1275.43 672.493,1275.34 672.919,1275.26 673.345,1275.18 673.771,1275.09 674.197,1275.01 674.623,1274.92 675.049,1274.84 675.475,1274.75 \n",
       "  675.901,1274.67 676.327,1274.59 676.753,1274.5 677.179,1274.42 677.605,1274.33 678.03,1274.25 678.456,1274.16 678.882,1274.08 679.308,1274 679.734,1273.91 \n",
       "  680.16,1273.83 680.586,1273.74 681.012,1273.66 681.438,1273.58 681.864,1273.49 682.29,1273.41 682.716,1273.32 683.141,1273.24 683.567,1273.16 683.993,1273.07 \n",
       "  684.419,1272.99 684.845,1272.9 685.271,1272.82 685.697,1272.74 686.123,1272.65 686.549,1272.57 686.975,1272.49 687.401,1272.4 687.827,1272.32 688.253,1272.24 \n",
       "  688.678,1272.15 689.104,1272.07 689.53,1271.98 689.956,1271.9 690.382,1271.82 690.808,1271.73 691.234,1271.65 691.66,1271.57 692.086,1271.48 692.512,1271.4 \n",
       "  692.938,1271.32 693.364,1271.23 693.79,1271.15 694.215,1271.07 694.641,1270.98 695.067,1270.9 695.493,1270.82 695.919,1270.73 696.345,1270.65 696.771,1270.57 \n",
       "  697.197,1270.48 697.623,1270.4 698.049,1270.32 698.475,1270.24 698.901,1270.15 699.327,1270.07 699.752,1269.99 700.178,1269.9 700.604,1269.82 701.03,1269.74 \n",
       "  701.456,1269.65 701.882,1269.57 702.308,1269.49 702.734,1269.41 703.16,1269.32 703.586,1269.24 704.012,1269.16 704.438,1269.08 704.864,1268.99 705.289,1268.91 \n",
       "  705.715,1268.83 706.141,1268.74 706.567,1268.66 706.993,1268.58 707.419,1268.5 707.845,1268.41 708.271,1268.33 708.697,1268.25 709.123,1268.17 709.549,1268.08 \n",
       "  709.975,1268 710.401,1267.92 710.826,1267.84 711.252,1267.75 711.678,1267.67 712.104,1267.59 712.53,1267.51 712.956,1267.42 713.382,1267.34 713.808,1267.26 \n",
       "  714.234,1267.18 714.66,1267.1 715.086,1267.01 715.512,1266.93 715.937,1266.85 716.363,1266.77 716.789,1266.68 717.215,1266.6 717.641,1266.52 718.067,1266.44 \n",
       "  718.493,1266.36 718.919,1266.27 719.345,1266.19 719.771,1266.11 720.197,1266.03 720.623,1265.95 721.049,1265.86 721.474,1265.78 721.9,1265.7 722.326,1265.62 \n",
       "  722.752,1265.54 723.178,1265.45 723.604,1265.37 724.03,1265.29 724.456,1265.21 724.882,1265.13 725.308,1265.05 725.734,1264.96 726.16,1264.88 726.586,1264.8 \n",
       "  727.011,1264.72 727.437,1264.64 727.863,1264.56 728.289,1264.47 728.715,1264.39 729.141,1264.31 729.567,1264.23 729.993,1264.15 730.419,1264.07 730.845,1263.98 \n",
       "  731.271,1263.9 731.697,1263.82 732.123,1263.74 732.548,1263.66 732.974,1263.58 733.4,1263.5 733.826,1263.42 734.252,1263.33 734.678,1263.25 735.104,1263.17 \n",
       "  735.53,1263.09 735.956,1263.01 736.382,1262.93 736.808,1262.85 737.234,1262.77 737.66,1262.68 738.085,1262.6 738.511,1262.52 738.937,1262.44 739.363,1262.36 \n",
       "  739.789,1262.28 740.215,1262.2 740.641,1262.12 741.067,1262.04 741.493,1261.95 741.919,1261.87 742.345,1261.79 742.771,1261.71 743.196,1261.63 743.622,1261.55 \n",
       "  744.048,1261.47 744.474,1261.39 744.9,1261.31 745.326,1261.23 745.752,1261.14 746.178,1261.06 746.604,1260.98 747.03,1260.9 747.456,1260.82 747.882,1260.74 \n",
       "  748.308,1260.66 748.733,1260.58 749.159,1260.5 749.585,1260.42 750.011,1260.34 750.437,1260.26 750.863,1260.18 751.289,1260.1 751.715,1260.02 752.141,1259.93 \n",
       "  752.567,1259.85 752.993,1259.77 753.419,1259.69 753.845,1259.61 754.27,1259.53 754.696,1259.45 755.122,1259.37 755.548,1259.29 755.974,1259.21 756.4,1259.13 \n",
       "  756.826,1259.05 757.252,1258.97 757.678,1258.89 758.104,1258.81 758.53,1258.73 758.956,1258.65 759.382,1258.57 759.807,1258.49 760.233,1258.41 760.659,1258.33 \n",
       "  761.085,1258.25 761.511,1258.17 761.937,1258.09 762.363,1258.01 762.789,1257.93 763.215,1257.85 763.641,1257.77 764.067,1257.69 764.493,1257.61 764.919,1257.53 \n",
       "  765.344,1257.45 765.77,1257.37 766.196,1257.29 766.622,1257.21 767.048,1257.13 767.474,1257.05 767.9,1256.97 768.326,1256.89 768.752,1256.81 769.178,1256.73 \n",
       "  769.604,1256.65 770.03,1256.57 770.456,1256.49 770.881,1256.41 771.307,1256.33 771.733,1256.25 772.159,1256.17 772.585,1256.09 773.011,1256.01 773.437,1255.93 \n",
       "  773.863,1255.85 774.289,1255.77 774.715,1255.69 775.141,1255.61 775.567,1255.53 775.992,1255.45 776.418,1255.37 776.844,1255.29 777.27,1255.21 777.696,1255.13 \n",
       "  778.122,1255.05 778.548,1254.97 778.974,1254.89 779.4,1254.81 779.826,1254.74 780.252,1254.66 780.678,1254.58 781.104,1254.5 781.529,1254.42 781.955,1254.34 \n",
       "  782.381,1254.26 782.807,1254.18 783.233,1254.1 783.659,1254.02 784.085,1253.94 784.511,1253.86 784.937,1253.78 785.363,1253.7 785.789,1253.62 786.215,1253.55 \n",
       "  786.641,1253.47 787.066,1253.39 787.492,1253.31 787.918,1253.23 788.344,1253.15 788.77,1253.07 789.196,1252.99 789.622,1252.91 790.048,1252.83 790.474,1252.75 \n",
       "  790.9,1252.67 791.326,1252.6 791.752,1252.52 792.178,1252.44 792.603,1252.36 793.029,1252.28 793.455,1252.2 793.881,1252.12 794.307,1252.04 794.733,1251.96 \n",
       "  795.159,1251.89 795.585,1251.81 796.011,1251.73 796.437,1251.65 796.863,1251.57 797.289,1251.49 797.715,1251.41 798.14,1251.33 798.566,1251.25 798.992,1251.18 \n",
       "  799.418,1251.1 799.844,1251.02 800.27,1250.94 800.696,1250.86 801.122,1250.78 801.548,1250.7 801.974,1250.62 802.4,1250.55 802.826,1250.47 803.252,1250.39 \n",
       "  803.677,1250.31 804.103,1250.23 804.529,1250.15 804.955,1250.07 805.381,1250 805.807,1249.92 806.233,1249.84 806.659,1249.76 807.085,1249.68 807.511,1249.6 \n",
       "  807.937,1249.53 808.363,1249.45 808.788,1249.37 809.214,1249.29 809.64,1249.21 810.066,1249.13 810.492,1249.05 810.918,1248.98 811.344,1248.9 811.77,1248.82 \n",
       "  812.196,1248.74 812.622,1248.66 813.048,1248.58 813.474,1248.51 813.9,1248.43 814.325,1248.35 814.751,1248.27 815.177,1248.19 815.603,1248.12 816.029,1248.04 \n",
       "  816.455,1247.96 816.881,1247.88 817.307,1247.8 817.733,1247.72 818.159,1247.65 818.585,1247.57 819.011,1247.49 819.437,1247.41 819.862,1247.33 820.288,1247.26 \n",
       "  820.714,1247.18 821.14,1247.1 821.566,1247.02 821.992,1246.94 822.418,1246.87 822.844,1246.79 823.27,1246.71 823.696,1246.63 824.122,1246.55 824.548,1246.48 \n",
       "  824.974,1246.4 825.399,1246.32 825.825,1246.24 826.251,1246.16 826.677,1246.09 827.103,1246.01 827.529,1245.93 827.955,1245.85 828.381,1245.78 828.807,1245.7 \n",
       "  829.233,1245.62 829.659,1245.54 830.085,1245.46 830.511,1245.39 830.936,1245.31 831.362,1245.23 831.788,1245.15 832.214,1245.08 832.64,1245 833.066,1244.92 \n",
       "  833.492,1244.84 833.918,1244.77 834.344,1244.69 834.77,1244.61 835.196,1244.53 835.622,1244.46 836.048,1244.38 836.473,1244.3 836.899,1244.22 837.325,1244.15 \n",
       "  837.751,1244.07 838.177,1243.99 838.603,1243.91 839.029,1243.84 839.455,1243.76 839.881,1243.68 840.307,1243.6 840.733,1243.53 841.159,1243.45 841.584,1243.37 \n",
       "  842.01,1243.29 842.436,1243.22 842.862,1243.14 843.288,1243.06 843.714,1242.98 844.14,1242.91 844.566,1242.83 844.992,1242.75 845.418,1242.68 845.844,1242.6 \n",
       "  846.27,1242.52 846.696,1242.44 847.121,1242.37 847.547,1242.29 847.973,1242.21 848.399,1242.13 848.825,1242.06 849.251,1241.98 849.677,1241.9 850.103,1241.83 \n",
       "  850.529,1241.75 850.955,1241.67 851.381,1241.59 851.807,1241.52 852.233,1241.44 852.658,1241.36 853.084,1241.29 853.51,1241.21 853.936,1241.13 854.362,1241.06 \n",
       "  854.788,1240.98 855.214,1240.9 855.64,1240.82 856.066,1240.75 856.492,1240.67 856.918,1240.59 857.344,1240.52 857.77,1240.44 858.195,1240.36 858.621,1240.29 \n",
       "  859.047,1240.21 859.473,1240.13 859.899,1240.06 860.325,1239.98 860.751,1239.9 861.177,1239.82 861.603,1239.75 862.029,1239.67 862.455,1239.59 862.881,1239.52 \n",
       "  863.307,1239.44 863.732,1239.36 864.158,1239.29 864.584,1239.21 865.01,1239.13 865.436,1239.06 865.862,1238.98 866.288,1238.9 866.714,1238.83 867.14,1238.75 \n",
       "  867.566,1238.67 867.992,1238.6 868.418,1238.52 868.844,1238.44 869.269,1238.37 869.695,1238.29 870.121,1238.21 870.547,1238.14 870.973,1238.06 871.399,1237.98 \n",
       "  871.825,1237.91 872.251,1237.83 872.677,1237.76 873.103,1237.68 873.529,1237.6 873.955,1237.53 874.38,1237.45 874.806,1237.37 875.232,1237.3 875.658,1237.22 \n",
       "  876.084,1237.14 876.51,1237.07 876.936,1236.99 877.362,1236.91 877.788,1236.84 878.214,1236.76 878.64,1236.69 879.066,1236.61 879.492,1236.53 879.917,1236.46 \n",
       "  880.343,1236.38 880.769,1236.3 881.195,1236.23 881.621,1236.15 882.047,1236.08 882.473,1236 882.899,1235.92 883.325,1235.85 883.751,1235.77 884.177,1235.69 \n",
       "  884.603,1235.62 885.029,1235.54 885.454,1235.47 885.88,1235.39 886.306,1235.31 886.732,1235.24 887.158,1235.16 887.584,1235.08 888.01,1235.01 888.436,1234.93 \n",
       "  888.862,1234.86 889.288,1234.78 889.714,1234.7 890.14,1234.63 890.566,1234.55 890.991,1234.48 891.417,1234.4 891.843,1234.32 892.269,1234.25 892.695,1234.17 \n",
       "  893.121,1234.1 893.547,1234.02 893.973,1233.94 894.399,1233.87 894.825,1233.79 895.251,1233.72 895.677,1233.64 896.103,1233.57 896.528,1233.49 896.954,1233.41 \n",
       "  897.38,1233.34 897.806,1233.26 898.232,1233.19 898.658,1233.11 899.084,1233.03 899.51,1232.96 899.936,1232.88 900.362,1232.81 900.788,1232.73 901.214,1232.66 \n",
       "  901.639,1232.58 902.065,1232.5 902.491,1232.43 902.917,1232.35 903.343,1232.28 903.769,1232.2 904.195,1232.13 904.621,1232.05 905.047,1231.97 905.473,1231.9 \n",
       "  905.899,1231.82 906.325,1231.75 906.751,1231.67 907.176,1231.6 907.602,1231.52 908.028,1231.44 908.454,1231.37 908.88,1231.29 909.306,1231.22 909.732,1231.14 \n",
       "  910.158,1231.07 910.584,1230.99 911.01,1230.92 911.436,1230.84 911.862,1230.76 912.288,1230.69 912.713,1230.61 913.139,1230.54 913.565,1230.46 913.991,1230.39 \n",
       "  914.417,1230.31 914.843,1230.24 915.269,1230.16 915.695,1230.09 916.121,1230.01 916.547,1229.93 916.973,1229.86 917.399,1229.78 917.825,1229.71 918.25,1229.63 \n",
       "  918.676,1229.56 919.102,1229.48 919.528,1229.41 919.954,1229.33 920.38,1229.26 920.806,1229.18 921.232,1229.11 921.658,1229.03 922.084,1228.96 922.51,1228.88 \n",
       "  922.936,1228.8 923.362,1228.73 923.787,1228.65 924.213,1228.58 924.639,1228.5 925.065,1228.43 925.491,1228.35 925.917,1228.28 926.343,1228.2 926.769,1228.13 \n",
       "  927.195,1228.05 927.621,1227.98 928.047,1227.9 928.473,1227.83 928.899,1227.75 929.324,1227.68 929.75,1227.6 930.176,1227.53 930.602,1227.45 931.028,1227.38 \n",
       "  931.454,1227.3 931.88,1227.23 932.306,1227.15 932.732,1227.08 933.158,1227 933.584,1226.93 934.01,1226.85 934.435,1226.78 934.861,1226.7 935.287,1226.63 \n",
       "  935.713,1226.55 936.139,1226.48 936.565,1226.4 936.991,1226.33 937.417,1226.25 937.843,1226.18 938.269,1226.1 938.695,1226.03 939.121,1225.95 939.547,1225.88 \n",
       "  939.972,1225.8 940.398,1225.73 940.824,1225.65 941.25,1225.58 941.676,1225.5 942.102,1225.43 942.528,1225.35 942.954,1225.28 943.38,1225.2 943.806,1225.13 \n",
       "  944.232,1225.05 944.658,1224.98 945.084,1224.9 945.509,1224.83 945.935,1224.76 946.361,1224.68 946.787,1224.61 947.213,1224.53 947.639,1224.46 948.065,1224.38 \n",
       "  948.491,1224.31 948.917,1224.23 949.343,1224.16 949.769,1224.08 950.195,1224.01 950.621,1223.93 951.046,1223.86 951.472,1223.78 951.898,1223.71 952.324,1223.64 \n",
       "  952.75,1223.56 953.176,1223.49 953.602,1223.41 954.028,1223.34 954.454,1223.26 954.88,1223.19 955.306,1223.11 955.732,1223.04 956.158,1222.96 956.583,1222.89 \n",
       "  957.009,1222.82 957.435,1222.74 957.861,1222.67 958.287,1222.59 958.713,1222.52 959.139,1222.44 959.565,1222.37 959.991,1222.29 960.417,1222.22 960.843,1222.15 \n",
       "  961.269,1222.07 961.695,1222 962.12,1221.92 962.546,1221.85 962.972,1221.77 963.398,1221.7 963.824,1221.62 964.25,1221.55 964.676,1221.48 965.102,1221.4 \n",
       "  965.528,1221.33 965.954,1221.25 966.38,1221.18 966.806,1221.1 967.231,1221.03 967.657,1220.96 968.083,1220.88 968.509,1220.81 968.935,1220.73 969.361,1220.66 \n",
       "  969.787,1220.58 970.213,1220.51 970.639,1220.44 971.065,1220.36 971.491,1220.29 971.917,1220.21 972.343,1220.14 972.768,1220.06 973.194,1219.99 973.62,1219.92 \n",
       "  974.046,1219.84 974.472,1219.77 974.898,1219.69 975.324,1219.62 975.75,1219.55 976.176,1219.47 976.602,1219.4 977.028,1219.32 977.454,1219.25 977.88,1219.17 \n",
       "  978.305,1219.1 978.731,1219.03 979.157,1218.95 979.583,1218.88 980.009,1218.8 980.435,1218.73 980.861,1218.66 981.287,1218.58 981.713,1218.51 982.139,1218.43 \n",
       "  982.565,1218.36 982.991,1218.29 983.417,1218.21 983.842,1218.14 984.268,1218.06 984.694,1217.99 985.12,1217.92 985.546,1217.84 985.972,1217.77 986.398,1217.69 \n",
       "  986.824,1217.62 987.25,1217.55 987.676,1217.47 988.102,1217.4 988.528,1217.33 988.954,1217.25 989.379,1217.18 989.805,1217.1 990.231,1217.03 990.657,1216.96 \n",
       "  991.083,1216.88 991.509,1216.81 991.935,1216.73 992.361,1216.66 992.787,1216.59 993.213,1216.51 993.639,1216.44 994.065,1216.37 994.491,1216.29 994.916,1216.22 \n",
       "  995.342,1216.14 995.768,1216.07 996.194,1216 996.62,1215.92 997.046,1215.85 997.472,1215.78 997.898,1215.7 998.324,1215.63 998.75,1215.55 999.176,1215.48 \n",
       "  999.602,1215.41 1000.03,1215.33 1000.45,1215.26 1000.88,1215.19 1001.31,1215.11 1001.73,1215.04 1002.16,1214.96 1002.58,1214.89 1003.01,1214.82 1003.43,1214.74 \n",
       "  1003.86,1214.67 1004.29,1214.6 1004.71,1214.52 1005.14,1214.45 1005.56,1214.38 1005.99,1214.3 1006.42,1214.23 1006.84,1214.16 1007.27,1214.08 1007.69,1214.01 \n",
       "  1008.12,1213.93 1008.55,1213.86 1008.97,1213.79 1009.4,1213.71 1009.82,1213.64 1010.25,1213.57 1010.68,1213.49 1011.1,1213.42 1011.53,1213.35 1011.95,1213.27 \n",
       "  1012.38,1213.2 1012.81,1213.13 1013.23,1213.05 1013.66,1212.98 1014.08,1212.91 1014.51,1212.83 1014.93,1212.76 1015.36,1212.69 1015.79,1212.61 1016.21,1212.54 \n",
       "  1016.64,1212.47 1017.06,1212.39 1017.49,1212.32 1017.92,1212.25 1018.34,1212.17 1018.77,1212.1 1019.19,1212.03 1019.62,1211.95 1020.05,1211.88 1020.47,1211.81 \n",
       "  1020.9,1211.73 1021.32,1211.66 1021.75,1211.59 1022.18,1211.51 1022.6,1211.44 1023.03,1211.37 1023.45,1211.29 1023.88,1211.22 1024.31,1211.15 1024.73,1211.07 \n",
       "  1025.16,1211 1025.58,1210.93 1026.01,1210.85 1026.43,1210.78 1026.86,1210.71 1027.29,1210.63 1027.71,1210.56 1028.14,1210.49 1028.56,1210.41 1028.99,1210.34 \n",
       "  1029.42,1210.27 1029.84,1210.19 1030.27,1210.12 1030.69,1210.05 1031.12,1209.97 1031.55,1209.9 1031.97,1209.83 1032.4,1209.76 1032.82,1209.68 1033.25,1209.61 \n",
       "  1033.68,1209.54 1034.1,1209.46 1034.53,1209.39 1034.95,1209.32 1035.38,1209.24 1035.8,1209.17 1036.23,1209.1 1036.66,1209.02 1037.08,1208.95 1037.51,1208.88 \n",
       "  1037.93,1208.81 1038.36,1208.73 1038.79,1208.66 1039.21,1208.59 1039.64,1208.51 1040.06,1208.44 1040.49,1208.37 1040.92,1208.29 1041.34,1208.22 1041.77,1208.15 \n",
       "  1042.19,1208.08 1042.62,1208 1043.05,1207.93 1043.47,1207.86 1043.9,1207.78 1044.32,1207.71 1044.75,1207.64 1045.18,1207.56 1045.6,1207.49 1046.03,1207.42 \n",
       "  1046.45,1207.35 1046.88,1207.27 1047.3,1207.2 1047.73,1207.13 1048.16,1207.05 1048.58,1206.98 1049.01,1206.91 1049.43,1206.84 1049.86,1206.76 1050.29,1206.69 \n",
       "  1050.71,1206.62 1051.14,1206.54 1051.56,1206.47 1051.99,1206.4 1052.42,1206.33 1052.84,1206.25 1053.27,1206.18 1053.69,1206.11 1054.12,1206.03 1054.55,1205.96 \n",
       "  1054.97,1205.89 1055.4,1205.82 1055.82,1205.74 1056.25,1205.67 1056.68,1205.6 1057.1,1205.53 1057.53,1205.45 1057.95,1205.38 1058.38,1205.31 1058.8,1205.23 \n",
       "  1059.23,1205.16 1059.66,1205.09 1060.08,1205.02 1060.51,1204.94 1060.93,1204.87 1061.36,1204.8 1061.79,1204.73 1062.21,1204.65 1062.64,1204.58 1063.06,1204.51 \n",
       "  1063.49,1204.44 1063.92,1204.36 1064.34,1204.29 1064.77,1204.22 1065.19,1204.15 1065.62,1204.07 1066.05,1204 1066.47,1203.93 1066.9,1203.85 1067.32,1203.78 \n",
       "  1067.75,1203.71 1068.18,1203.64 1068.6,1203.56 1069.03,1203.49 1069.45,1203.42 1069.88,1203.35 1070.3,1203.27 1070.73,1203.2 1071.16,1203.13 1071.58,1203.06 \n",
       "  1072.01,1202.98 1072.43,1202.91 1072.86,1202.84 1073.29,1202.77 1073.71,1202.69 1074.14,1202.62 1074.56,1202.55 1074.99,1202.48 1075.42,1202.4 1075.84,1202.33 \n",
       "  1076.27,1202.26 1076.69,1202.19 1077.12,1202.11 1077.55,1202.04 1077.97,1201.97 1078.4,1201.9 1078.82,1201.82 1079.25,1201.75 1079.67,1201.68 1080.1,1201.61 \n",
       "  1080.53,1201.54 1080.95,1201.46 1081.38,1201.39 1081.8,1201.32 1082.23,1201.25 1082.66,1201.17 1083.08,1201.1 1083.51,1201.03 1083.93,1200.96 1084.36,1200.88 \n",
       "  1084.79,1200.81 1085.21,1200.74 1085.64,1200.67 1086.06,1200.59 1086.49,1200.52 1086.92,1200.45 1087.34,1200.38 1087.77,1200.31 1088.19,1200.23 1088.62,1200.16 \n",
       "  1089.05,1200.09 1089.47,1200.02 1089.9,1199.94 1090.32,1199.87 1090.75,1199.8 1091.17,1199.73 1091.6,1199.66 1092.03,1199.58 1092.45,1199.51 1092.88,1199.44 \n",
       "  1093.3,1199.37 1093.73,1199.29 1094.16,1199.22 1094.58,1199.15 1095.01,1199.08 1095.43,1199.01 1095.86,1198.93 1096.29,1198.86 1096.71,1198.79 1097.14,1198.72 \n",
       "  1097.56,1198.65 1097.99,1198.57 1098.42,1198.5 1098.84,1198.43 1099.27,1198.36 1099.69,1198.28 1100.12,1198.21 1100.55,1198.14 1100.97,1198.07 1101.4,1198 \n",
       "  1101.82,1197.92 1102.25,1197.85 1102.67,1197.78 1103.1,1197.71 1103.53,1197.64 1103.95,1197.56 1104.38,1197.49 1104.8,1197.42 1105.23,1197.35 1105.66,1197.28 \n",
       "  1106.08,1197.2 1106.51,1197.13 1106.93,1197.06 1107.36,1196.99 1107.79,1196.92 1108.21,1196.84 1108.64,1196.77 1109.06,1196.7 1109.49,1196.63 1109.92,1196.56 \n",
       "  1110.34,1196.48 1110.77,1196.41 1111.19,1196.34 1111.62,1196.27 1112.04,1196.2 1112.47,1196.12 1112.9,1196.05 1113.32,1195.98 1113.75,1195.91 1114.17,1195.84 \n",
       "  1114.6,1195.76 1115.03,1195.69 1115.45,1195.62 1115.88,1195.55 1116.3,1195.48 1116.73,1195.4 1117.16,1195.33 1117.58,1195.26 1118.01,1195.19 1118.43,1195.12 \n",
       "  1118.86,1195.05 1119.29,1194.97 1119.71,1194.9 1120.14,1194.83 1120.56,1194.76 1120.99,1194.69 1121.42,1194.61 1121.84,1194.54 1122.27,1194.47 1122.69,1194.4 \n",
       "  1123.12,1194.33 1123.54,1194.26 1123.97,1194.18 1124.4,1194.11 1124.82,1194.04 1125.25,1193.97 1125.67,1193.9 1126.1,1193.82 1126.53,1193.75 1126.95,1193.68 \n",
       "  1127.38,1193.61 1127.8,1193.54 1128.23,1193.47 1128.66,1193.39 1129.08,1193.32 1129.51,1193.25 1129.93,1193.18 1130.36,1193.11 1130.79,1193.04 1131.21,1192.96 \n",
       "  1131.64,1192.89 1132.06,1192.82 1132.49,1192.75 1132.92,1192.68 1133.34,1192.61 1133.77,1192.53 1134.19,1192.46 1134.62,1192.39 1135.04,1192.32 1135.47,1192.25 \n",
       "  1135.9,1192.18 1136.32,1192.1 1136.75,1192.03 1137.17,1191.96 1137.6,1191.89 1138.03,1191.82 1138.45,1191.75 1138.88,1191.67 1139.3,1191.6 1139.73,1191.53 \n",
       "  1140.16,1191.46 1140.58,1191.39 1141.01,1191.32 1141.43,1191.24 1141.86,1191.17 1142.29,1191.1 1142.71,1191.03 1143.14,1190.96 1143.56,1190.89 1143.99,1190.82 \n",
       "  1144.42,1190.74 1144.84,1190.67 1145.27,1190.6 1145.69,1190.53 1146.12,1190.46 1146.54,1190.39 1146.97,1190.31 1147.4,1190.24 1147.82,1190.17 1148.25,1190.1 \n",
       "  1148.67,1190.03 1149.1,1189.96 1149.53,1189.89 1149.95,1189.81 1150.38,1189.74 1150.8,1189.67 1151.23,1189.6 1151.66,1189.53 1152.08,1189.46 1152.51,1189.39 \n",
       "  1152.93,1189.31 1153.36,1189.24 1153.79,1189.17 1154.21,1189.1 1154.64,1189.03 1155.06,1188.96 1155.49,1188.89 1155.91,1188.81 1156.34,1188.74 1156.77,1188.67 \n",
       "  1157.19,1188.6 1157.62,1188.53 1158.04,1188.46 1158.47,1188.39 1158.9,1188.31 1159.32,1188.24 1159.75,1188.17 1160.17,1188.1 1160.6,1188.03 1161.03,1187.96 \n",
       "  1161.45,1187.89 1161.88,1187.82 1162.3,1187.74 1162.73,1187.67 1163.16,1187.6 1163.58,1187.53 1164.01,1187.46 1164.43,1187.39 1164.86,1187.32 1165.29,1187.24 \n",
       "  1165.71,1187.17 1166.14,1187.1 1166.56,1187.03 1166.99,1186.96 1167.41,1186.89 1167.84,1186.82 1168.27,1186.75 1168.69,1186.67 1169.12,1186.6 1169.54,1186.53 \n",
       "  1169.97,1186.46 1170.4,1186.39 1170.82,1186.32 1171.25,1186.25 1171.67,1186.18 1172.1,1186.1 1172.53,1186.03 1172.95,1185.96 1173.38,1185.89 1173.8,1185.82 \n",
       "  1174.23,1185.75 1174.66,1185.68 1175.08,1185.61 1175.51,1185.54 1175.93,1185.46 1176.36,1185.39 1176.79,1185.32 1177.21,1185.25 1177.64,1185.18 1178.06,1185.11 \n",
       "  1178.49,1185.04 1178.91,1184.97 1179.34,1184.89 1179.77,1184.82 1180.19,1184.75 1180.62,1184.68 1181.04,1184.61 1181.47,1184.54 1181.9,1184.47 1182.32,1184.4 \n",
       "  1182.75,1184.33 1183.17,1184.25 1183.6,1184.18 1184.03,1184.11 1184.45,1184.04 1184.88,1183.97 1185.3,1183.9 1185.73,1183.83 1186.16,1183.76 1186.58,1183.69 \n",
       "  1187.01,1183.62 1187.43,1183.54 1187.86,1183.47 1188.29,1183.4 1188.71,1183.33 1189.14,1183.26 1189.56,1183.19 1189.99,1183.12 1190.41,1183.05 1190.84,1182.98 \n",
       "  1191.27,1182.91 1191.69,1182.83 1192.12,1182.76 1192.54,1182.69 1192.97,1182.62 1193.4,1182.55 1193.82,1182.48 1194.25,1182.41 1194.67,1182.34 1195.1,1182.27 \n",
       "  1195.53,1182.2 1195.95,1182.12 1196.38,1182.05 1196.8,1181.98 1197.23,1181.91 1197.66,1181.84 1198.08,1181.77 1198.51,1181.7 1198.93,1181.63 1199.36,1181.56 \n",
       "  1199.78,1181.49 1200.21,1181.42 1200.64,1181.34 1201.06,1181.27 1201.49,1181.2 1201.91,1181.13 1202.34,1181.06 1202.77,1180.99 1203.19,1180.92 1203.62,1180.85 \n",
       "  1204.04,1180.78 1204.47,1180.71 1204.9,1180.64 1205.32,1180.56 1205.75,1180.49 1206.17,1180.42 1206.6,1180.35 1207.03,1180.28 1207.45,1180.21 1207.88,1180.14 \n",
       "  1208.3,1180.07 1208.73,1180 1209.16,1179.93 1209.58,1179.86 1210.01,1179.79 1210.43,1179.71 1210.86,1179.64 1211.28,1179.57 1211.71,1179.5 1212.14,1179.43 \n",
       "  1212.56,1179.36 1212.99,1179.29 1213.41,1179.22 1213.84,1179.15 1214.27,1179.08 1214.69,1179.01 1215.12,1178.94 1215.54,1178.87 1215.97,1178.79 1216.4,1178.72 \n",
       "  1216.82,1178.65 1217.25,1178.58 1217.67,1178.51 1218.1,1178.44 1218.53,1178.37 1218.95,1178.3 1219.38,1178.23 1219.8,1178.16 1220.23,1178.09 1220.66,1178.02 \n",
       "  1221.08,1177.95 1221.51,1177.88 1221.93,1177.8 1222.36,1177.73 1222.78,1177.66 1223.21,1177.59 1223.64,1177.52 1224.06,1177.45 1224.49,1177.38 1224.91,1177.31 \n",
       "  1225.34,1177.24 1225.77,1177.17 1226.19,1177.1 1226.62,1177.03 1227.04,1176.96 1227.47,1176.89 1227.9,1176.82 1228.32,1176.75 1228.75,1176.67 1229.17,1176.6 \n",
       "  1229.6,1176.53 1230.03,1176.46 1230.45,1176.39 1230.88,1176.32 1231.3,1176.25 1231.73,1176.18 1232.16,1176.11 1232.58,1176.04 1233.01,1175.97 1233.43,1175.9 \n",
       "  1233.86,1175.83 1234.28,1175.76 1234.71,1175.69 1235.14,1175.62 1235.56,1175.55 1235.99,1175.47 1236.41,1175.4 1236.84,1175.33 1237.27,1175.26 1237.69,1175.19 \n",
       "  1238.12,1175.12 1238.54,1175.05 1238.97,1174.98 1239.4,1174.91 1239.82,1174.84 1240.25,1174.77 1240.67,1174.7 1241.1,1174.63 1241.53,1174.56 1241.95,1174.49 \n",
       "  1242.38,1174.42 1242.8,1174.35 1243.23,1174.28 1243.65,1174.21 1244.08,1174.14 1244.51,1174.06 1244.93,1173.99 1245.36,1173.92 1245.78,1173.85 1246.21,1173.78 \n",
       "  1246.64,1173.71 1247.06,1173.64 1247.49,1173.57 1247.91,1173.5 1248.34,1173.43 1248.77,1173.36 1249.19,1173.29 1249.62,1173.22 1250.04,1173.15 1250.47,1173.08 \n",
       "  1250.9,1173.01 1251.32,1172.94 1251.75,1172.87 1252.17,1172.8 1252.6,1172.73 1253.03,1172.66 1253.45,1172.59 1253.88,1172.52 1254.3,1172.45 1254.73,1172.37 \n",
       "  1255.15,1172.3 1255.58,1172.23 1256.01,1172.16 1256.43,1172.09 1256.86,1172.02 1257.28,1171.95 1257.71,1171.88 1258.14,1171.81 1258.56,1171.74 1258.99,1171.67 \n",
       "  1259.41,1171.6 1259.84,1171.53 1260.27,1171.46 1260.69,1171.39 1261.12,1171.32 1261.54,1171.25 1261.97,1171.18 1262.4,1171.11 1262.82,1171.04 1263.25,1170.97 \n",
       "  1263.67,1170.9 1264.1,1170.83 1264.53,1170.76 1264.95,1170.69 1265.38,1170.62 1265.8,1170.55 1266.23,1170.48 1266.65,1170.41 1267.08,1170.34 1267.51,1170.27 \n",
       "  1267.93,1170.2 1268.36,1170.13 1268.78,1170.06 1269.21,1169.98 1269.64,1169.91 1270.06,1169.84 1270.49,1169.77 1270.91,1169.7 1271.34,1169.63 1271.77,1169.56 \n",
       "  1272.19,1169.49 1272.62,1169.42 1273.04,1169.35 1273.47,1169.28 1273.9,1169.21 1274.32,1169.14 1274.75,1169.07 1275.17,1169 1275.6,1168.93 1276.02,1168.86 \n",
       "  1276.45,1168.79 1276.88,1168.72 1277.3,1168.65 1277.73,1168.58 1278.15,1168.51 1278.58,1168.44 1279.01,1168.37 1279.43,1168.3 1279.86,1168.23 1280.28,1168.16 \n",
       "  1280.71,1168.09 1281.14,1168.02 1281.56,1167.95 1281.99,1167.88 1282.41,1167.81 1282.84,1167.74 1283.27,1167.67 1283.69,1167.6 1284.12,1167.53 1284.54,1167.46 \n",
       "  1284.97,1167.39 1285.4,1167.32 1285.82,1167.25 1286.25,1167.18 1286.67,1167.11 1287.1,1167.04 1287.52,1166.97 1287.95,1166.9 1288.38,1166.83 1288.8,1166.76 \n",
       "  1289.23,1166.69 1289.65,1166.62 1290.08,1166.55 1290.51,1166.48 1290.93,1166.41 1291.36,1166.34 1291.78,1166.27 1292.21,1166.2 1292.64,1166.13 1293.06,1166.06 \n",
       "  1293.49,1165.99 1293.91,1165.92 1294.34,1165.85 1294.77,1165.78 1295.19,1165.71 1295.62,1165.64 1296.04,1165.57 1296.47,1165.5 1296.9,1165.43 1297.32,1165.36 \n",
       "  1297.75,1165.29 1298.17,1165.22 1298.6,1165.15 1299.02,1165.08 1299.45,1165.01 1299.88,1164.94 1300.3,1164.87 1300.73,1164.8 1301.15,1164.73 1301.58,1164.66 \n",
       "  1302.01,1164.59 1302.43,1164.52 1302.86,1164.45 1303.28,1164.38 1303.71,1164.31 1304.14,1164.24 1304.56,1164.17 1304.99,1164.1 1305.41,1164.03 1305.84,1163.96 \n",
       "  1306.27,1163.89 1306.69,1163.82 1307.12,1163.75 1307.54,1163.68 1307.97,1163.61 1308.4,1163.54 1308.82,1163.47 1309.25,1163.4 1309.67,1163.33 1310.1,1163.26 \n",
       "  1310.52,1163.19 1310.95,1163.12 1311.38,1163.05 1311.8,1162.98 1312.23,1162.91 1312.65,1162.84 1313.08,1162.77 1313.51,1162.7 1313.93,1162.63 1314.36,1162.56 \n",
       "  1314.78,1162.49 1315.21,1162.42 1315.64,1162.35 1316.06,1162.28 1316.49,1162.21 1316.91,1162.14 1317.34,1162.07 1317.77,1162 1318.19,1161.93 1318.62,1161.86 \n",
       "  1319.04,1161.79 1319.47,1161.72 1319.89,1161.65 1320.32,1161.58 1320.75,1161.51 1321.17,1161.44 1321.6,1161.37 1322.02,1161.3 1322.45,1161.23 1322.88,1161.16 \n",
       "  1323.3,1161.1 1323.73,1161.03 1324.15,1160.96 1324.58,1160.89 1325.01,1160.82 1325.43,1160.75 1325.86,1160.68 1326.28,1160.61 1326.71,1160.54 1327.14,1160.47 \n",
       "  1327.56,1160.4 1327.99,1160.33 1328.41,1160.26 1328.84,1160.19 1329.27,1160.12 1329.69,1160.05 1330.12,1159.98 1330.54,1159.91 1330.97,1159.84 1331.39,1159.77 \n",
       "  1331.82,1159.7 1332.25,1159.63 1332.67,1159.56 1333.1,1159.49 1333.52,1159.42 1333.95,1159.35 1334.38,1159.28 1334.8,1159.21 1335.23,1159.14 1335.65,1159.07 \n",
       "  1336.08,1159 1336.51,1158.93 1336.93,1158.86 1337.36,1158.79 1337.78,1158.72 1338.21,1158.65 1338.64,1158.59 1339.06,1158.52 1339.49,1158.45 1339.91,1158.38 \n",
       "  1340.34,1158.31 1340.77,1158.24 1341.19,1158.17 1341.62,1158.1 1342.04,1158.03 1342.47,1157.96 1342.89,1157.89 1343.32,1157.82 1343.75,1157.75 1344.17,1157.68 \n",
       "  1344.6,1157.61 1345.02,1157.54 1345.45,1157.47 1345.88,1157.4 1346.3,1157.33 1346.73,1157.26 1347.15,1157.19 1347.58,1157.12 1348.01,1157.05 1348.43,1156.98 \n",
       "  1348.86,1156.91 1349.28,1156.84 1349.71,1156.78 1350.14,1156.71 1350.56,1156.64 1350.99,1156.57 1351.41,1156.5 1351.84,1156.43 1352.27,1156.36 1352.69,1156.29 \n",
       "  1353.12,1156.22 1353.54,1156.15 1353.97,1156.08 1354.39,1156.01 1354.82,1155.94 1355.25,1155.87 1355.67,1155.8 1356.1,1155.73 1356.52,1155.66 1356.95,1155.59 \n",
       "  1357.38,1155.52 1357.8,1155.45 1358.23,1155.38 1358.65,1155.32 1359.08,1155.25 1359.51,1155.18 1359.93,1155.11 1360.36,1155.04 1360.78,1154.97 1361.21,1154.9 \n",
       "  1361.64,1154.83 1362.06,1154.76 1362.49,1154.69 1362.91,1154.62 1363.34,1154.55 1363.76,1154.48 1364.19,1154.41 1364.62,1154.34 1365.04,1154.27 1365.47,1154.2 \n",
       "  1365.89,1154.13 1366.32,1154.06 1366.75,1153.99 1367.17,1153.93 1367.6,1153.86 1368.02,1153.79 1368.45,1153.72 1368.88,1153.65 1369.3,1153.58 1369.73,1153.51 \n",
       "  1370.15,1153.44 1370.58,1153.37 1371.01,1153.3 1371.43,1153.23 1371.86,1153.16 1372.28,1153.09 1372.71,1153.02 1373.14,1152.95 1373.56,1152.88 1373.99,1152.81 \n",
       "  1374.41,1152.75 1374.84,1152.68 1375.26,1152.61 1375.69,1152.54 1376.12,1152.47 1376.54,1152.4 1376.97,1152.33 1377.39,1152.26 1377.82,1152.19 1378.25,1152.12 \n",
       "  1378.67,1152.05 1379.1,1151.98 1379.52,1151.91 1379.95,1151.84 1380.38,1151.77 1380.8,1151.7 1381.23,1151.64 1381.65,1151.57 1382.08,1151.5 1382.51,1151.43 \n",
       "  1382.93,1151.36 1383.36,1151.29 1383.78,1151.22 1384.21,1151.15 1384.64,1151.08 1385.06,1151.01 1385.49,1150.94 1385.91,1150.87 1386.34,1150.8 1386.76,1150.73 \n",
       "  1387.19,1150.66 1387.62,1150.6 1388.04,1150.53 1388.47,1150.46 1388.89,1150.39 1389.32,1150.32 1389.75,1150.25 1390.17,1150.18 1390.6,1150.11 1391.02,1150.04 \n",
       "  1391.45,1149.97 1391.88,1149.9 1392.3,1149.83 1392.73,1149.76 1393.15,1149.7 1393.58,1149.63 1394.01,1149.56 1394.43,1149.49 1394.86,1149.42 1395.28,1149.35 \n",
       "  1395.71,1149.28 1396.13,1149.21 1396.56,1149.14 1396.99,1149.07 1397.41,1149 1397.84,1148.93 1398.26,1148.86 1398.69,1148.79 1399.12,1148.73 1399.54,1148.66 \n",
       "  1399.97,1148.59 1400.39,1148.52 1400.82,1148.45 1401.25,1148.38 1401.67,1148.31 1402.1,1148.24 1402.52,1148.17 1402.95,1148.1 1403.38,1148.03 1403.8,1147.96 \n",
       "  1404.23,1147.9 1404.65,1147.83 1405.08,1147.76 1405.51,1147.69 1405.93,1147.62 1406.36,1147.55 1406.78,1147.48 1407.21,1147.41 1407.63,1147.34 1408.06,1147.27 \n",
       "  1408.49,1147.2 1408.91,1147.13 1409.34,1147.07 1409.76,1147 1410.19,1146.93 1410.62,1146.86 1411.04,1146.79 1411.47,1146.72 1411.89,1146.65 1412.32,1146.58 \n",
       "  1412.75,1146.51 1413.17,1146.44 1413.6,1146.37 1414.02,1146.3 1414.45,1146.24 1414.88,1146.17 1415.3,1146.1 1415.73,1146.03 1416.15,1145.96 1416.58,1145.89 \n",
       "  1417.01,1145.82 1417.43,1145.75 1417.86,1145.68 1418.28,1145.61 1418.71,1145.54 1419.13,1145.48 1419.56,1145.41 1419.99,1145.34 1420.41,1145.27 1420.84,1145.2 \n",
       "  1421.26,1145.13 1421.69,1145.06 1422.12,1144.99 1422.54,1144.92 1422.97,1144.85 1423.39,1144.78 1423.82,1144.72 1424.25,1144.65 1424.67,1144.58 1425.1,1144.51 \n",
       "  1425.52,1144.44 1425.95,1144.37 1426.38,1144.3 1426.8,1144.23 1427.23,1144.16 1427.65,1144.09 1428.08,1144.03 1428.51,1143.96 1428.93,1143.89 1429.36,1143.82 \n",
       "  1429.78,1143.75 1430.21,1143.68 1430.63,1143.61 1431.06,1143.54 1431.49,1143.47 1431.91,1143.4 1432.34,1143.33 1432.76,1143.27 1433.19,1143.2 1433.62,1143.13 \n",
       "  1434.04,1143.06 1434.47,1142.99 1434.89,1142.92 1435.32,1142.85 1435.75,1142.78 1436.17,1142.71 1436.6,1142.64 1437.02,1142.58 1437.45,1142.51 1437.88,1142.44 \n",
       "  1438.3,1142.37 1438.73,1142.3 1439.15,1142.23 1439.58,1142.16 1440,1142.09 1440.43,1142.02 1440.86,1141.96 1441.28,1141.89 1441.71,1141.82 1442.13,1141.75 \n",
       "  1442.56,1141.68 1442.99,1141.61 1443.41,1141.54 1443.84,1141.47 1444.26,1141.4 1444.69,1141.33 1445.12,1141.27 1445.54,1141.2 1445.97,1141.13 1446.39,1141.06 \n",
       "  1446.82,1140.99 1447.25,1140.92 1447.67,1140.85 1448.1,1140.78 1448.52,1140.71 1448.95,1140.65 1449.38,1140.58 1449.8,1140.51 1450.23,1140.44 1450.65,1140.37 \n",
       "  1451.08,1140.3 1451.5,1140.23 1451.93,1140.16 1452.36,1140.09 1452.78,1140.03 1453.21,1139.96 1453.63,1139.89 1454.06,1139.82 1454.49,1139.75 1454.91,1139.68 \n",
       "  1455.34,1139.61 1455.76,1139.54 1456.19,1139.47 1456.62,1139.41 1457.04,1139.34 1457.47,1139.27 1457.89,1139.2 1458.32,1139.13 1458.75,1139.06 1459.17,1138.99 \n",
       "  1459.6,1138.92 1460.02,1138.86 1460.45,1138.79 1460.88,1138.72 1461.3,1138.65 1461.73,1138.58 1462.15,1138.51 1462.58,1138.44 1463,1138.37 1463.43,1138.3 \n",
       "  1463.86,1138.24 1464.28,1138.17 1464.71,1138.1 1465.13,1138.03 1465.56,1137.96 1465.99,1137.89 1466.41,1137.82 1466.84,1137.75 1467.26,1137.69 1467.69,1137.62 \n",
       "  1468.12,1137.55 1468.54,1137.48 1468.97,1137.41 1469.39,1137.34 1469.82,1137.27 1470.25,1137.2 1470.67,1137.13 1471.1,1137.07 1471.52,1137 1471.95,1136.93 \n",
       "  1472.38,1136.86 1472.8,1136.79 1473.23,1136.72 1473.65,1136.65 1474.08,1136.58 1474.5,1136.52 1474.93,1136.45 1475.36,1136.38 1475.78,1136.31 1476.21,1136.24 \n",
       "  1476.63,1136.17 1477.06,1136.1 1477.49,1136.03 1477.91,1135.97 1478.34,1135.9 1478.76,1135.83 1479.19,1135.76 1479.62,1135.69 1480.04,1135.62 1480.47,1135.55 \n",
       "  1480.89,1135.48 1481.32,1135.42 1481.75,1135.35 1482.17,1135.28 1482.6,1135.21 1483.02,1135.14 1483.45,1135.07 1483.87,1135 1484.3,1134.94 1484.73,1134.87 \n",
       "  1485.15,1134.8 1485.58,1134.73 1486,1134.66 1486.43,1134.59 1486.86,1134.52 1487.28,1134.45 1487.71,1134.39 1488.13,1134.32 1488.56,1134.25 1488.99,1134.18 \n",
       "  1489.41,1134.11 1489.84,1134.04 1490.26,1133.97 1490.69,1133.91 1491.12,1133.84 1491.54,1133.77 1491.97,1133.7 1492.39,1133.63 1492.82,1133.56 1493.25,1133.49 \n",
       "  1493.67,1133.42 1494.1,1133.36 1494.52,1133.29 1494.95,1133.22 1495.37,1133.15 1495.8,1133.08 1496.23,1133.01 1496.65,1132.94 1497.08,1132.88 1497.5,1132.81 \n",
       "  1497.93,1132.74 1498.36,1132.67 1498.78,1132.6 1499.21,1132.53 1499.63,1132.46 1500.06,1132.4 1500.49,1132.33 1500.91,1132.26 1501.34,1132.19 1501.76,1132.12 \n",
       "  1502.19,1132.05 1502.62,1131.98 1503.04,1131.91 1503.47,1131.85 1503.89,1131.78 1504.32,1131.71 1504.75,1131.64 1505.17,1131.57 1505.6,1131.5 1506.02,1131.43 \n",
       "  1506.45,1131.37 1506.87,1131.3 1507.3,1131.23 1507.73,1131.16 1508.15,1131.09 1508.58,1131.02 1509,1130.95 1509.43,1130.89 1509.86,1130.82 1510.28,1130.75 \n",
       "  1510.71,1130.68 1511.13,1130.61 1511.56,1130.54 1511.99,1130.48 1512.41,1130.41 1512.84,1130.34 1513.26,1130.27 1513.69,1130.2 1514.12,1130.13 1514.54,1130.06 \n",
       "  1514.97,1130 1515.39,1129.93 1515.82,1129.86 1516.25,1129.79 1516.67,1129.72 1517.1,1129.65 1517.52,1129.58 1517.95,1129.52 1518.37,1129.45 1518.8,1129.38 \n",
       "  1519.23,1129.31 1519.65,1129.24 1520.08,1129.17 1520.5,1129.1 1520.93,1129.04 1521.36,1128.97 1521.78,1128.9 1522.21,1128.83 1522.63,1128.76 1523.06,1128.69 \n",
       "  1523.49,1128.63 1523.91,1128.56 1524.34,1128.49 1524.76,1128.42 1525.19,1128.35 1525.62,1128.28 1526.04,1128.21 1526.47,1128.15 1526.89,1128.08 1527.32,1128.01 \n",
       "  1527.74,1127.94 1528.17,1127.87 1528.6,1127.8 1529.02,1127.74 1529.45,1127.67 1529.87,1127.6 1530.3,1127.53 1530.73,1127.46 1531.15,1127.39 1531.58,1127.32 \n",
       "  1532,1127.26 1532.43,1127.19 1532.86,1127.12 1533.28,1127.05 1533.71,1126.98 1534.13,1126.91 1534.56,1126.85 1534.99,1126.78 1535.41,1126.71 1535.84,1126.64 \n",
       "  1536.26,1126.57 1536.69,1126.5 1537.12,1126.43 1537.54,1126.37 1537.97,1126.3 1538.39,1126.23 1538.82,1126.16 1539.24,1126.09 1539.67,1126.02 1540.1,1125.96 \n",
       "  1540.52,1125.89 1540.95,1125.82 1541.37,1125.75 1541.8,1125.68 1542.23,1125.61 1542.65,1125.55 1543.08,1125.48 1543.5,1125.41 1543.93,1125.34 1544.36,1125.27 \n",
       "  1544.78,1125.2 1545.21,1125.14 1545.63,1125.07 1546.06,1125 1546.49,1124.93 1546.91,1124.86 1547.34,1124.79 1547.76,1124.73 1548.19,1124.66 1548.62,1124.59 \n",
       "  1549.04,1124.52 1549.47,1124.45 1549.89,1124.38 1550.32,1124.32 1550.74,1124.25 1551.17,1124.18 1551.6,1124.11 1552.02,1124.04 1552.45,1123.97 1552.87,1123.9 \n",
       "  1553.3,1123.84 1553.73,1123.77 1554.15,1123.7 1554.58,1123.63 1555,1123.56 1555.43,1123.5 1555.86,1123.43 1556.28,1123.36 1556.71,1123.29 1557.13,1123.22 \n",
       "  1557.56,1123.15 1557.99,1123.09 1558.41,1123.02 1558.84,1122.95 1559.26,1122.88 1559.69,1122.81 1560.11,1122.74 1560.54,1122.68 1560.97,1122.61 1561.39,1122.54 \n",
       "  1561.82,1122.47 1562.24,1122.4 1562.67,1122.33 1563.1,1122.27 1563.52,1122.2 1563.95,1122.13 1564.37,1122.06 1564.8,1121.99 1565.23,1121.92 1565.65,1121.86 \n",
       "  1566.08,1121.79 1566.5,1121.72 1566.93,1121.65 1567.36,1121.58 1567.78,1121.51 1568.21,1121.45 1568.63,1121.38 1569.06,1121.31 1569.49,1121.24 1569.91,1121.17 \n",
       "  1570.34,1121.11 1570.76,1121.04 1571.19,1120.97 1571.61,1120.9 1572.04,1120.83 1572.47,1120.76 1572.89,1120.7 1573.32,1120.63 1573.74,1120.56 1574.17,1120.49 \n",
       "  1574.6,1120.42 1575.02,1120.35 1575.45,1120.29 1575.87,1120.22 1576.3,1120.15 1576.73,1120.08 1577.15,1120.01 1577.58,1119.95 1578,1119.88 1578.43,1119.81 \n",
       "  1578.86,1119.74 1579.28,1119.67 1579.71,1119.6 1580.13,1119.54 1580.56,1119.47 1580.99,1119.4 1581.41,1119.33 1581.84,1119.26 1582.26,1119.19 1582.69,1119.13 \n",
       "  1583.11,1119.06 1583.54,1118.99 1583.97,1118.92 1584.39,1118.85 1584.82,1118.79 1585.24,1118.72 1585.67,1118.65 1586.1,1118.58 1586.52,1118.51 1586.95,1118.44 \n",
       "  1587.37,1118.38 1587.8,1118.31 1588.23,1118.24 1588.65,1118.17 1589.08,1118.1 1589.5,1118.04 1589.93,1117.97 1590.36,1117.9 1590.78,1117.83 1591.21,1117.76 \n",
       "  1591.63,1117.7 1592.06,1117.63 1592.49,1117.56 1592.91,1117.49 1593.34,1117.42 1593.76,1117.35 1594.19,1117.29 1594.61,1117.22 1595.04,1117.15 1595.47,1117.08 \n",
       "  1595.89,1117.01 1596.32,1116.95 1596.74,1116.88 1597.17,1116.81 1597.6,1116.74 1598.02,1116.67 1598.45,1116.6 1598.87,1116.54 1599.3,1116.47 1599.73,1116.4 \n",
       "  1600.15,1116.33 1600.58,1116.26 1601,1116.2 1601.43,1116.13 1601.86,1116.06 1602.28,1115.99 1602.71,1115.92 1603.13,1115.86 1603.56,1115.79 1603.98,1115.72 \n",
       "  1604.41,1115.65 1604.84,1115.58 1605.26,1115.52 1605.69,1115.45 1606.11,1115.38 1606.54,1115.31 1606.97,1115.24 1607.39,1115.17 1607.82,1115.11 1608.24,1115.04 \n",
       "  1608.67,1114.97 1609.1,1114.9 1609.52,1114.83 1609.95,1114.77 1610.37,1114.7 1610.8,1114.63 1611.23,1114.56 1611.65,1114.49 1612.08,1114.43 1612.5,1114.36 \n",
       "  1612.93,1114.29 1613.36,1114.22 1613.78,1114.15 1614.21,1114.09 1614.63,1114.02 1615.06,1113.95 1615.48,1113.88 1615.91,1113.81 1616.34,1113.75 1616.76,1113.68 \n",
       "  1617.19,1113.61 1617.61,1113.54 1618.04,1113.47 1618.47,1113.41 1618.89,1113.34 1619.32,1113.27 1619.74,1113.2 1620.17,1113.13 1620.6,1113.07 1621.02,1113 \n",
       "  1621.45,1112.93 1621.87,1112.86 1622.3,1112.79 1622.73,1112.73 1623.15,1112.66 1623.58,1112.59 1624,1112.52 1624.43,1112.45 1624.86,1112.39 1625.28,1112.32 \n",
       "  1625.71,1112.25 1626.13,1112.18 1626.56,1112.11 1626.98,1112.05 1627.41,1111.98 1627.84,1111.91 1628.26,1111.84 1628.69,1111.77 1629.11,1111.71 1629.54,1111.64 \n",
       "  1629.97,1111.57 1630.39,1111.5 1630.82,1111.43 1631.24,1111.37 1631.67,1111.3 1632.1,1111.23 1632.52,1111.16 1632.95,1111.09 1633.37,1111.03 1633.8,1110.96 \n",
       "  1634.23,1110.89 1634.65,1110.82 1635.08,1110.75 1635.5,1110.69 1635.93,1110.62 1636.36,1110.55 1636.78,1110.48 1637.21,1110.41 1637.63,1110.35 1638.06,1110.28 \n",
       "  1638.48,1110.21 1638.91,1110.14 1639.34,1110.07 1639.76,1110.01 1640.19,1109.94 1640.61,1109.87 1641.04,1109.8 1641.47,1109.73 1641.89,1109.67 1642.32,1109.6 \n",
       "  1642.74,1109.53 1643.17,1109.46 1643.6,1109.39 1644.02,1109.33 1644.45,1109.26 1644.87,1109.19 1645.3,1109.12 1645.73,1109.06 1646.15,1108.99 1646.58,1108.92 \n",
       "  1647,1108.85 1647.43,1108.78 1647.85,1108.72 1648.28,1108.65 1648.71,1108.58 1649.13,1108.51 1649.56,1108.44 1649.98,1108.38 1650.41,1108.31 1650.84,1108.24 \n",
       "  1651.26,1108.17 1651.69,1108.1 1652.11,1108.04 1652.54,1107.97 1652.97,1107.9 1653.39,1107.83 1653.82,1107.77 1654.24,1107.7 1654.67,1107.63 1655.1,1107.56 \n",
       "  1655.52,1107.49 1655.95,1107.43 1656.37,1107.36 1656.8,1107.29 1657.23,1107.22 1657.65,1107.15 1658.08,1107.09 1658.5,1107.02 1658.93,1106.95 1659.35,1106.88 \n",
       "  1659.78,1106.82 1660.21,1106.75 1660.63,1106.68 1661.06,1106.61 1661.48,1106.54 1661.91,1106.48 1662.34,1106.41 1662.76,1106.34 1663.19,1106.27 1663.61,1106.2 \n",
       "  1664.04,1106.14 1664.47,1106.07 1664.89,1106 1665.32,1105.93 1665.74,1105.87 1666.17,1105.8 1666.6,1105.73 1667.02,1105.66 1667.45,1105.59 1667.87,1105.53 \n",
       "  1668.3,1105.46 1668.73,1105.39 1669.15,1105.32 1669.58,1105.26 1670,1105.19 1670.43,1105.12 1670.85,1105.05 1671.28,1104.98 1671.71,1104.92 1672.13,1104.85 \n",
       "  1672.56,1104.78 1672.98,1104.71 1673.41,1104.64 1673.84,1104.58 1674.26,1104.51 1674.69,1104.44 1675.11,1104.37 1675.54,1104.31 1675.97,1104.24 1676.39,1104.17 \n",
       "  1676.82,1104.1 1677.24,1104.03 1677.67,1103.97 1678.1,1103.9 1678.52,1103.83 1678.95,1103.76 1679.37,1103.7 1679.8,1103.63 1680.22,1103.56 1680.65,1103.49 \n",
       "  1681.08,1103.42 1681.5,1103.36 1681.93,1103.29 1682.35,1103.22 1682.78,1103.15 1683.21,1103.09 1683.63,1103.02 1684.06,1102.95 1684.48,1102.88 1684.91,1102.81 \n",
       "  1685.34,1102.75 1685.76,1102.68 1686.19,1102.61 1686.61,1102.54 1687.04,1102.48 1687.47,1102.41 1687.89,1102.34 1688.32,1102.27 1688.74,1102.21 1689.17,1102.14 \n",
       "  1689.6,1102.07 1690.02,1102 1690.45,1101.93 1690.87,1101.87 1691.3,1101.8 1691.72,1101.73 1692.15,1101.66 1692.58,1101.6 1693,1101.53 1693.43,1101.46 \n",
       "  1693.85,1101.39 1694.28,1101.32 1694.71,1101.26 1695.13,1101.19 1695.56,1101.12 1695.98,1101.05 1696.41,1100.99 1696.84,1100.92 1697.26,1100.85 1697.69,1100.78 \n",
       "  1698.11,1100.72 1698.54,1100.65 1698.97,1100.58 1699.39,1100.51 1699.82,1100.44 1700.24,1100.38 1700.67,1100.31 1701.1,1100.24 1701.52,1100.17 1701.95,1100.11 \n",
       "  1702.37,1100.04 1702.8,1099.97 1703.22,1099.9 1703.65,1099.84 1704.08,1099.77 1704.5,1099.7 1704.93,1099.63 1705.35,1099.56 1705.78,1099.5 1706.21,1099.43 \n",
       "  1706.63,1099.36 1707.06,1099.29 1707.48,1099.23 1707.91,1099.16 1708.34,1099.09 1708.76,1099.02 1709.19,1098.96 1709.61,1098.89 1710.04,1098.82 1710.47,1098.75 \n",
       "  1710.89,1098.68 1711.32,1098.62 1711.74,1098.55 1712.17,1098.48 1712.6,1098.41 1713.02,1098.35 1713.45,1098.28 1713.87,1098.21 1714.3,1098.14 1714.72,1098.08 \n",
       "  1715.15,1098.01 1715.58,1097.94 1716,1097.87 1716.43,1097.81 1716.85,1097.74 1717.28,1097.67 1717.71,1097.6 1718.13,1097.53 1718.56,1097.47 1718.98,1097.4 \n",
       "  1719.41,1097.33 1719.84,1097.26 1720.26,1097.2 1720.69,1097.13 1721.11,1097.06 1721.54,1096.99 1721.97,1096.93 1722.39,1096.86 1722.82,1096.79 1723.24,1096.72 \n",
       "  1723.67,1096.66 1724.09,1096.59 1724.52,1096.52 1724.95,1096.45 1725.37,1096.39 1725.8,1096.32 1726.22,1096.25 1726.65,1096.18 1727.08,1096.11 1727.5,1096.05 \n",
       "  1727.93,1095.98 1728.35,1095.91 1728.78,1095.84 1729.21,1095.78 1729.63,1095.71 1730.06,1095.64 1730.48,1095.57 1730.91,1095.51 1731.34,1095.44 1731.76,1095.37 \n",
       "  1732.19,1095.3 1732.61,1095.24 1733.04,1095.17 1733.47,1095.1 1733.89,1095.03 1734.32,1094.97 1734.74,1094.9 1735.17,1094.83 1735.59,1094.76 1736.02,1094.7 \n",
       "  1736.45,1094.63 1736.87,1094.56 1737.3,1094.49 1737.72,1094.43 1738.15,1094.36 1738.58,1094.29 1739,1094.22 1739.43,1094.16 1739.85,1094.09 1740.28,1094.02 \n",
       "  1740.71,1093.95 1741.13,1093.89 1741.56,1093.82 1741.98,1093.75 1742.41,1093.68 1742.84,1093.61 1743.26,1093.55 1743.69,1093.48 1744.11,1093.41 1744.54,1093.34 \n",
       "  1744.97,1093.28 1745.39,1093.21 1745.82,1093.14 1746.24,1093.07 1746.67,1093.01 1747.09,1092.94 1747.52,1092.87 1747.95,1092.8 1748.37,1092.74 1748.8,1092.67 \n",
       "  1749.22,1092.6 1749.65,1092.53 1750.08,1092.47 1750.5,1092.4 1750.93,1092.33 1751.35,1092.26 1751.78,1092.2 1752.21,1092.13 1752.63,1092.06 1753.06,1091.99 \n",
       "  1753.48,1091.93 1753.91,1091.86 1754.34,1091.79 1754.76,1091.72 1755.19,1091.66 1755.61,1091.59 1756.04,1091.52 1756.47,1091.45 1756.89,1091.39 1757.32,1091.32 \n",
       "  1757.74,1091.25 1758.17,1091.18 1758.59,1091.12 1759.02,1091.05 1759.45,1090.98 1759.87,1090.91 1760.3,1090.85 1760.72,1090.78 1761.15,1090.71 1761.58,1090.64 \n",
       "  1762,1090.58 1762.43,1090.51 1762.85,1090.44 1763.28,1090.37 1763.71,1090.31 1764.13,1090.24 1764.56,1090.17 1764.98,1090.1 1765.41,1090.04 1765.84,1089.97 \n",
       "  1766.26,1089.9 1766.69,1089.83 1767.11,1089.77 1767.54,1089.7 1767.96,1089.63 1768.39,1089.57 1768.82,1089.5 1769.24,1089.43 1769.67,1089.36 1770.09,1089.3 \n",
       "  1770.52,1089.23 1770.95,1089.16 1771.37,1089.09 1771.8,1089.03 1772.22,1088.96 1772.65,1088.89 1773.08,1088.82 1773.5,1088.76 1773.93,1088.69 1774.35,1088.62 \n",
       "  1774.78,1088.55 1775.21,1088.49 1775.63,1088.42 1776.06,1088.35 1776.48,1088.28 1776.91,1088.22 1777.34,1088.15 1777.76,1088.08 1778.19,1088.01 1778.61,1087.95 \n",
       "  1779.04,1087.88 1779.46,1087.81 1779.89,1087.74 1780.32,1087.68 1780.74,1087.61 1781.17,1087.54 1781.59,1087.47 1782.02,1087.41 1782.45,1087.34 1782.87,1087.27 \n",
       "  1783.3,1087.21 1783.72,1087.14 1784.15,1087.07 1784.58,1087 1785,1086.94 1785.43,1086.87 1785.85,1086.8 1786.28,1086.73 1786.71,1086.67 1787.13,1086.6 \n",
       "  1787.56,1086.53 1787.98,1086.46 1788.41,1086.4 1788.84,1086.33 1789.26,1086.26 1789.69,1086.19 1790.11,1086.13 1790.54,1086.06 1790.96,1085.99 1791.39,1085.92 \n",
       "  1791.82,1085.86 1792.24,1085.79 1792.67,1085.72 1793.09,1085.66 1793.52,1085.59 1793.95,1085.52 1794.37,1085.45 1794.8,1085.39 1795.22,1085.32 1795.65,1085.25 \n",
       "  1796.08,1085.18 1796.5,1085.12 1796.93,1085.05 1797.35,1084.98 1797.78,1084.91 1798.21,1084.85 1798.63,1084.78 1799.06,1084.71 1799.48,1084.64 1799.91,1084.58 \n",
       "  1800.34,1084.51 1800.76,1084.44 1801.19,1084.38 1801.61,1084.31 1802.04,1084.24 1802.46,1084.17 1802.89,1084.11 1803.32,1084.04 1803.74,1083.97 1804.17,1083.9 \n",
       "  1804.59,1083.84 1805.02,1083.77 1805.45,1083.7 1805.87,1083.63 1806.3,1083.57 1806.72,1083.5 1807.15,1083.43 1807.58,1083.37 1808,1083.3 1808.43,1083.23 \n",
       "  1808.85,1083.16 1809.28,1083.1 1809.71,1083.03 1810.13,1082.96 1810.56,1082.89 1810.98,1082.83 1811.41,1082.76 1811.83,1082.69 1812.26,1082.62 1812.69,1082.56 \n",
       "  1813.11,1082.49 1813.54,1082.42 1813.96,1082.36 1814.39,1082.29 1814.82,1082.22 1815.24,1082.15 1815.67,1082.09 1816.09,1082.02 1816.52,1081.95 1816.95,1081.88 \n",
       "  1817.37,1081.82 1817.8,1081.75 1818.22,1081.68 1818.65,1081.62 1819.08,1081.55 1819.5,1081.48 1819.93,1081.41 1820.35,1081.35 1820.78,1081.28 1821.21,1081.21 \n",
       "  1821.63,1081.14 1822.06,1081.08 1822.48,1081.01 1822.91,1080.94 1823.33,1080.88 1823.76,1080.81 1824.19,1080.74 1824.61,1080.67 1825.04,1080.61 1825.46,1080.54 \n",
       "  1825.89,1080.47 1826.32,1080.4 1826.74,1080.34 1827.17,1080.27 1827.59,1080.2 1828.02,1080.14 1828.45,1080.07 1828.87,1080 1829.3,1079.93 1829.72,1079.87 \n",
       "  1830.15,1079.8 1830.58,1079.73 1831,1079.66 1831.43,1079.6 1831.85,1079.53 1832.28,1079.46 1832.71,1079.4 1833.13,1079.33 1833.56,1079.26 1833.98,1079.19 \n",
       "  1834.41,1079.13 1834.83,1079.06 1835.26,1078.99 1835.69,1078.92 1836.11,1078.86 1836.54,1078.79 1836.96,1078.72 1837.39,1078.66 1837.82,1078.59 1838.24,1078.52 \n",
       "  1838.67,1078.45 1839.09,1078.39 1839.52,1078.32 1839.95,1078.25 1840.37,1078.19 1840.8,1078.12 1841.22,1078.05 1841.65,1077.98 1842.08,1077.92 1842.5,1077.85 \n",
       "  1842.93,1077.78 1843.35,1077.71 1843.78,1077.65 1844.2,1077.58 1844.63,1077.51 1845.06,1077.45 1845.48,1077.38 1845.91,1077.31 1846.33,1077.24 1846.76,1077.18 \n",
       "  1847.19,1077.11 1847.61,1077.04 1848.04,1076.98 1848.46,1076.91 1848.89,1076.84 1849.32,1076.77 1849.74,1076.71 1850.17,1076.64 1850.59,1076.57 1851.02,1076.51 \n",
       "  1851.45,1076.44 1851.87,1076.37 1852.3,1076.3 1852.72,1076.24 1853.15,1076.17 1853.58,1076.1 1854,1076.03 1854.43,1075.97 1854.85,1075.9 1855.28,1075.83 \n",
       "  1855.7,1075.77 1856.13,1075.7 1856.56,1075.63 1856.98,1075.56 1857.41,1075.5 1857.83,1075.43 1858.26,1075.36 1858.69,1075.3 1859.11,1075.23 1859.54,1075.16 \n",
       "  1859.96,1075.09 1860.39,1075.03 1860.82,1074.96 1861.24,1074.89 1861.67,1074.83 1862.09,1074.76 1862.52,1074.69 1862.95,1074.62 1863.37,1074.56 1863.8,1074.49 \n",
       "  1864.22,1074.42 1864.65,1074.36 1865.08,1074.29 1865.5,1074.22 1865.93,1074.15 1866.35,1074.09 1866.78,1074.02 1867.2,1073.95 1867.63,1073.89 1868.06,1073.82 \n",
       "  1868.48,1073.75 1868.91,1073.68 1869.33,1073.62 1869.76,1073.55 1870.19,1073.48 1870.61,1073.42 1871.04,1073.35 1871.46,1073.28 1871.89,1073.21 1872.32,1073.15 \n",
       "  1872.74,1073.08 1873.17,1073.01 1873.59,1072.95 1874.02,1072.88 1874.45,1072.81 1874.87,1072.74 1875.3,1072.68 1875.72,1072.61 1876.15,1072.54 1876.58,1072.48 \n",
       "  1877,1072.41 1877.43,1072.34 1877.85,1072.27 1878.28,1072.21 1878.7,1072.14 1879.13,1072.07 1879.56,1072.01 1879.98,1071.94 1880.41,1071.87 1880.83,1071.8 \n",
       "  1881.26,1071.74 1881.69,1071.67 1882.11,1071.6 1882.54,1071.54 1882.96,1071.47 1883.39,1071.4 1883.82,1071.33 1884.24,1071.27 1884.67,1071.2 1885.09,1071.13 \n",
       "  1885.52,1071.07 1885.95,1071 1886.37,1070.93 1886.8,1070.87 1887.22,1070.8 1887.65,1070.73 1888.07,1070.66 1888.5,1070.6 1888.93,1070.53 1889.35,1070.46 \n",
       "  1889.78,1070.4 1890.2,1070.33 1890.63,1070.26 1891.06,1070.19 1891.48,1070.13 1891.91,1070.06 1892.33,1069.99 1892.76,1069.93 1893.19,1069.86 1893.61,1069.79 \n",
       "  1894.04,1069.72 1894.46,1069.66 1894.89,1069.59 1895.32,1069.52 1895.74,1069.46 1896.17,1069.39 1896.59,1069.32 1897.02,1069.26 1897.45,1069.19 1897.87,1069.12 \n",
       "  1898.3,1069.05 1898.72,1068.99 1899.15,1068.92 1899.57,1068.85 1900,1068.79 1900.43,1068.72 1900.85,1068.65 1901.28,1068.58 1901.7,1068.52 1902.13,1068.45 \n",
       "  1902.56,1068.38 1902.98,1068.32 1903.41,1068.25 1903.83,1068.18 1904.26,1068.12 1904.69,1068.05 1905.11,1067.98 1905.54,1067.91 1905.96,1067.85 1906.39,1067.78 \n",
       "  1906.82,1067.71 1907.24,1067.65 1907.67,1067.58 1908.09,1067.51 1908.52,1067.45 1908.95,1067.38 1909.37,1067.31 1909.8,1067.24 1910.22,1067.18 1910.65,1067.11 \n",
       "  1911.07,1067.04 1911.5,1066.98 1911.93,1066.91 1912.35,1066.84 1912.78,1066.77 1913.2,1066.71 1913.63,1066.64 1914.06,1066.57 1914.48,1066.51 1914.91,1066.44 \n",
       "  1915.33,1066.37 1915.76,1066.31 1916.19,1066.24 1916.61,1066.17 1917.04,1066.1 1917.46,1066.04 1917.89,1065.97 1918.32,1065.9 1918.74,1065.84 1919.17,1065.77 \n",
       "  1919.59,1065.7 1920.02,1065.64 1920.45,1065.57 1920.87,1065.5 1921.3,1065.43 1921.72,1065.37 1922.15,1065.3 1922.57,1065.23 1923,1065.17 1923.43,1065.1 \n",
       "  1923.85,1065.03 1924.28,1064.97 1924.7,1064.9 1925.13,1064.83 1925.56,1064.76 1925.98,1064.7 1926.41,1064.63 1926.83,1064.56 1927.26,1064.5 1927.69,1064.43 \n",
       "  1928.11,1064.36 1928.54,1064.3 1928.96,1064.23 1929.39,1064.16 1929.82,1064.09 1930.24,1064.03 1930.67,1063.96 1931.09,1063.89 1931.52,1063.83 1931.94,1063.76 \n",
       "  1932.37,1063.69 1932.8,1063.63 1933.22,1063.56 1933.65,1063.49 1934.07,1063.43 1934.5,1063.36 1934.93,1063.29 1935.35,1063.22 1935.78,1063.16 1936.2,1063.09 \n",
       "  1936.63,1063.02 1937.06,1062.96 1937.48,1062.89 1937.91,1062.82 1938.33,1062.76 1938.76,1062.69 1939.19,1062.62 1939.61,1062.55 1940.04,1062.49 1940.46,1062.42 \n",
       "  1940.89,1062.35 1941.32,1062.29 1941.74,1062.22 1942.17,1062.15 1942.59,1062.09 1943.02,1062.02 1943.44,1061.95 1943.87,1061.89 1944.3,1061.82 1944.72,1061.75 \n",
       "  1945.15,1061.68 1945.57,1061.62 1946,1061.55 1946.43,1061.48 1946.85,1061.42 1947.28,1061.35 1947.7,1061.28 1948.13,1061.22 1948.56,1061.15 1948.98,1061.08 \n",
       "  1949.41,1061.02 1949.83,1060.95 1950.26,1060.88 1950.69,1060.81 1951.11,1060.75 1951.54,1060.68 1951.96,1060.61 1952.39,1060.55 1952.82,1060.48 1953.24,1060.41 \n",
       "  1953.67,1060.35 1954.09,1060.28 1954.52,1060.21 1954.94,1060.15 1955.37,1060.08 1955.8,1060.01 1956.22,1059.94 1956.65,1059.88 1957.07,1059.81 1957.5,1059.74 \n",
       "  1957.93,1059.68 1958.35,1059.61 1958.78,1059.54 1959.2,1059.48 1959.63,1059.41 1960.06,1059.34 1960.48,1059.28 1960.91,1059.21 1961.33,1059.14 1961.76,1059.07 \n",
       "  1962.19,1059.01 1962.61,1058.94 1963.04,1058.87 1963.46,1058.81 1963.89,1058.74 1964.32,1058.67 1964.74,1058.61 1965.17,1058.54 1965.59,1058.47 1966.02,1058.41 \n",
       "  1966.44,1058.34 1966.87,1058.27 1967.3,1058.21 1967.72,1058.14 1968.15,1058.07 1968.57,1058 1969,1057.94 1969.43,1057.87 1969.85,1057.8 1970.28,1057.74 \n",
       "  1970.7,1057.67 1971.13,1057.6 1971.56,1057.54 1971.98,1057.47 1972.41,1057.4 1972.83,1057.34 1973.26,1057.27 1973.69,1057.2 1974.11,1057.14 1974.54,1057.07 \n",
       "  1974.96,1057 1975.39,1056.93 1975.81,1056.87 1976.24,1056.8 1976.67,1056.73 1977.09,1056.67 1977.52,1056.6 1977.94,1056.53 1978.37,1056.47 1978.8,1056.4 \n",
       "  1979.22,1056.33 1979.65,1056.27 1980.07,1056.2 1980.5,1056.13 1980.93,1056.07 1981.35,1056 1981.78,1055.93 1982.2,1055.87 1982.63,1055.8 1983.06,1055.73 \n",
       "  1983.48,1055.66 1983.91,1055.6 1984.33,1055.53 1984.76,1055.46 1985.19,1055.4 1985.61,1055.33 1986.04,1055.26 1986.46,1055.2 1986.89,1055.13 1987.31,1055.06 \n",
       "  1987.74,1055 1988.17,1054.93 1988.59,1054.86 1989.02,1054.8 1989.44,1054.73 1989.87,1054.66 1990.3,1054.6 1990.72,1054.53 1991.15,1054.46 1991.57,1054.39 \n",
       "  1992,1054.33 1992.43,1054.26 1992.85,1054.19 1993.28,1054.13 1993.7,1054.06 1994.13,1053.99 1994.56,1053.93 1994.98,1053.86 1995.41,1053.79 1995.83,1053.73 \n",
       "  1996.26,1053.66 1996.69,1053.59 1997.11,1053.53 1997.54,1053.46 1997.96,1053.39 1998.39,1053.33 1998.81,1053.26 1999.24,1053.19 1999.67,1053.13 2000.09,1053.06 \n",
       "  2000.52,1052.99 2000.94,1052.93 2001.37,1052.86 2001.8,1052.79 2002.22,1052.72 2002.65,1052.66 2003.07,1052.59 2003.5,1052.52 2003.93,1052.46 2004.35,1052.39 \n",
       "  2004.78,1052.32 2005.2,1052.26 2005.63,1052.19 2006.06,1052.12 2006.48,1052.06 2006.91,1051.99 2007.33,1051.92 2007.76,1051.86 2008.18,1051.79 2008.61,1051.72 \n",
       "  2009.04,1051.66 2009.46,1051.59 2009.89,1051.52 2010.31,1051.46 2010.74,1051.39 2011.17,1051.32 2011.59,1051.26 2012.02,1051.19 2012.44,1051.12 2012.87,1051.06 \n",
       "  2013.3,1050.99 2013.72,1050.92 2014.15,1050.85 2014.57,1050.79 2015,1050.72 2015.43,1050.65 2015.85,1050.59 2016.28,1050.52 2016.7,1050.45 2017.13,1050.39 \n",
       "  2017.56,1050.32 2017.98,1050.25 2018.41,1050.19 2018.83,1050.12 2019.26,1050.05 2019.68,1049.99 2020.11,1049.92 2020.54,1049.85 2020.96,1049.79 2021.39,1049.72 \n",
       "  2021.81,1049.65 2022.24,1049.59 2022.67,1049.52 2023.09,1049.45 2023.52,1049.39 2023.94,1049.32 2024.37,1049.25 2024.8,1049.19 2025.22,1049.12 2025.65,1049.05 \n",
       "  2026.07,1048.99 2026.5,1048.92 2026.93,1048.85 2027.35,1048.79 2027.78,1048.72 2028.2,1048.65 2028.63,1048.59 2029.06,1048.52 2029.48,1048.45 2029.91,1048.39 \n",
       "  2030.33,1048.32 2030.76,1048.25 2031.18,1048.18 2031.61,1048.12 2032.04,1048.05 2032.46,1047.98 2032.89,1047.92 2033.31,1047.85 2033.74,1047.78 2034.17,1047.72 \n",
       "  2034.59,1047.65 2035.02,1047.58 2035.44,1047.52 2035.87,1047.45 2036.3,1047.38 2036.72,1047.32 2037.15,1047.25 2037.57,1047.18 2038,1047.12 2038.43,1047.05 \n",
       "  2038.85,1046.98 2039.28,1046.92 2039.7,1046.85 2040.13,1046.78 2040.56,1046.72 2040.98,1046.65 2041.41,1046.58 2041.83,1046.52 2042.26,1046.45 2042.68,1046.38 \n",
       "  2043.11,1046.32 2043.54,1046.25 2043.96,1046.18 2044.39,1046.12 2044.81,1046.05 2045.24,1045.98 2045.67,1045.92 2046.09,1045.85 2046.52,1045.78 2046.94,1045.72 \n",
       "  2047.37,1045.65 2047.8,1045.58 2048.22,1045.52 2048.65,1045.45 2049.07,1045.38 2049.5,1045.32 2049.93,1045.25 2050.35,1045.18 2050.78,1045.12 2051.2,1045.05 \n",
       "  2051.63,1044.98 2052.05,1044.92 2052.48,1044.85 2052.91,1044.78 2053.33,1044.72 2053.76,1044.65 2054.18,1044.58 2054.61,1044.52 2055.04,1044.45 2055.46,1044.38 \n",
       "  2055.89,1044.32 2056.31,1044.25 2056.74,1044.18 2057.17,1044.12 2057.59,1044.05 2058.02,1043.98 2058.44,1043.92 2058.87,1043.85 2059.3,1043.78 2059.72,1043.72 \n",
       "  2060.15,1043.65 2060.57,1043.58 2061,1043.52 2061.43,1043.45 2061.85,1043.38 2062.28,1043.32 2062.7,1043.25 2063.13,1043.18 2063.55,1043.12 2063.98,1043.05 \n",
       "  2064.41,1042.98 2064.83,1042.92 2065.26,1042.85 2065.68,1042.78 2066.11,1042.72 2066.54,1042.65 2066.96,1042.58 2067.39,1042.52 2067.81,1042.45 2068.24,1042.38 \n",
       "  2068.67,1042.32 2069.09,1042.25 2069.52,1042.18 2069.94,1042.12 2070.37,1042.05 2070.8,1041.98 2071.22,1041.92 2071.65,1041.85 2072.07,1041.78 2072.5,1041.72 \n",
       "  2072.93,1041.65 2073.35,1041.58 2073.78,1041.52 2074.2,1041.45 2074.63,1041.38 2075.05,1041.32 2075.48,1041.25 2075.91,1041.18 2076.33,1041.12 2076.76,1041.05 \n",
       "  2077.18,1040.98 2077.61,1040.92 2078.04,1040.85 2078.46,1040.78 2078.89,1040.72 2079.31,1040.65 2079.74,1040.58 2080.17,1040.52 2080.59,1040.45 2081.02,1040.38 \n",
       "  2081.44,1040.32 2081.87,1040.25 2082.3,1040.18 2082.72,1040.12 2083.15,1040.05 2083.57,1039.98 2084,1039.92 2084.43,1039.85 2084.85,1039.78 2085.28,1039.72 \n",
       "  2085.7,1039.65 2086.13,1039.58 2086.55,1039.52 2086.98,1039.45 2087.41,1039.38 2087.83,1039.32 2088.26,1039.25 2088.68,1039.18 2089.11,1039.12 2089.54,1039.05 \n",
       "  2089.96,1038.98 2090.39,1038.92 2090.81,1038.85 2091.24,1038.79 2091.67,1038.72 2092.09,1038.65 2092.52,1038.59 2092.94,1038.52 2093.37,1038.45 2093.8,1038.39 \n",
       "  2094.22,1038.32 2094.65,1038.25 2095.07,1038.19 2095.5,1038.12 2095.92,1038.05 2096.35,1037.99 2096.78,1037.92 2097.2,1037.85 2097.63,1037.79 2098.05,1037.72 \n",
       "  2098.48,1037.65 2098.91,1037.59 2099.33,1037.52 2099.76,1037.45 2100.18,1037.39 2100.61,1037.32 2101.04,1037.25 2101.46,1037.19 2101.89,1037.12 2102.31,1037.05 \n",
       "  2102.74,1036.99 2103.17,1036.92 2103.59,1036.85 2104.02,1036.79 2104.44,1036.72 2104.87,1036.65 2105.3,1036.59 2105.72,1036.52 2106.15,1036.45 2106.57,1036.39 \n",
       "  2107,1036.32 2107.42,1036.25 2107.85,1036.19 2108.28,1036.12 2108.7,1036.06 2109.13,1035.99 2109.55,1035.92 2109.98,1035.86 2110.41,1035.79 2110.83,1035.72 \n",
       "  2111.26,1035.66 2111.68,1035.59 2112.11,1035.52 2112.54,1035.46 2112.96,1035.39 2113.39,1035.32 2113.81,1035.26 2114.24,1035.19 2114.67,1035.12 2115.09,1035.06 \n",
       "  2115.52,1034.99 2115.94,1034.92 2116.37,1034.86 2116.8,1034.79 2117.22,1034.72 2117.65,1034.66 2118.07,1034.59 2118.5,1034.52 2118.92,1034.46 2119.35,1034.39 \n",
       "  2119.78,1034.32 2120.2,1034.26 2120.63,1034.19 2121.05,1034.13 2121.48,1034.06 2121.91,1033.99 2122.33,1033.93 2122.76,1033.86 2123.18,1033.79 2123.61,1033.73 \n",
       "  2124.04,1033.66 2124.46,1033.59 2124.89,1033.53 2125.31,1033.46 2125.74,1033.39 2126.17,1033.33 2126.59,1033.26 2127.02,1033.19 2127.44,1033.13 2127.87,1033.06 \n",
       "  2128.29,1032.99 2128.72,1032.93 2129.15,1032.86 2129.57,1032.79 2130,1032.73 2130.42,1032.66 2130.85,1032.59 2131.28,1032.53 2131.7,1032.46 2132.13,1032.4 \n",
       "  2132.55,1032.33 2132.98,1032.26 2133.41,1032.2 2133.83,1032.13 2134.26,1032.06 2134.68,1032 2135.11,1031.93 2135.54,1031.86 2135.96,1031.8 2136.39,1031.73 \n",
       "  2136.81,1031.66 2137.24,1031.6 2137.67,1031.53 2138.09,1031.46 2138.52,1031.4 2138.94,1031.33 2139.37,1031.26 2139.79,1031.2 2140.22,1031.13 2140.65,1031.07 \n",
       "  2141.07,1031 2141.5,1030.93 2141.92,1030.87 2142.35,1030.8 2142.78,1030.73 2143.2,1030.67 2143.63,1030.6 2144.05,1030.53 2144.48,1030.47 2144.91,1030.4 \n",
       "  2145.33,1030.33 2145.76,1030.27 2146.18,1030.2 2146.61,1030.13 2147.04,1030.07 2147.46,1030 2147.89,1029.93 2148.31,1029.87 2148.74,1029.8 2149.17,1029.74 \n",
       "  2149.59,1029.67 2150.02,1029.6 2150.44,1029.54 2150.87,1029.47 2151.29,1029.4 2151.72,1029.34 2152.15,1029.27 2152.57,1029.2 2153,1029.14 2153.42,1029.07 \n",
       "  2153.85,1029 2154.28,1028.94 2154.7,1028.87 2155.13,1028.8 2155.55,1028.74 2155.98,1028.67 2156.41,1028.61 2156.83,1028.54 2157.26,1028.47 2157.68,1028.41 \n",
       "  2158.11,1028.34 2158.54,1028.27 2158.96,1028.21 2159.39,1028.14 2159.81,1028.07 2160.24,1028.01 2160.67,1027.94 2161.09,1027.87 2161.52,1027.81 2161.94,1027.74 \n",
       "  2162.37,1027.67 2162.79,1027.61 2163.22,1027.54 2163.65,1027.48 2164.07,1027.41 2164.5,1027.34 2164.92,1027.28 2165.35,1027.21 2165.78,1027.14 2166.2,1027.08 \n",
       "  2166.63,1027.01 2167.05,1026.94 2167.48,1026.88 2167.91,1026.81 2168.33,1026.74 2168.76,1026.68 2169.18,1026.61 2169.61,1026.54 2170.04,1026.48 2170.46,1026.41 \n",
       "  2170.89,1026.35 2171.31,1026.28 2171.74,1026.21 2172.16,1026.15 2172.59,1026.08 2173.02,1026.01 2173.44,1025.95 2173.87,1025.88 2174.29,1025.81 2174.72,1025.75 \n",
       "  2175.15,1025.68 2175.57,1025.61 2176,1025.55 2176.42,1025.48 2176.85,1025.42 2177.28,1025.35 2177.7,1025.28 2178.13,1025.22 2178.55,1025.15 2178.98,1025.08 \n",
       "  2179.41,1025.02 2179.83,1024.95 2180.26,1024.88 2180.68,1024.82 2181.11,1024.75 2181.54,1024.68 2181.96,1024.62 2182.39,1024.55 2182.81,1024.49 2183.24,1024.42 \n",
       "  2183.66,1024.35 2184.09,1024.29 2184.52,1024.22 2184.94,1024.15 2185.37,1024.09 2185.79,1024.02 2186.22,1023.95 2186.65,1023.89 2187.07,1023.82 2187.5,1023.75 \n",
       "  2187.92,1023.69 2188.35,1023.62 2188.78,1023.56 2189.2,1023.49 2189.63,1023.42 2190.05,1023.36 2190.48,1023.29 2190.91,1023.22 2191.33,1023.16 2191.76,1023.09 \n",
       "  2192.18,1023.02 2192.61,1022.96 2193.04,1022.89 2193.46,1022.82 2193.89,1022.76 2194.31,1022.69 2194.74,1022.63 2195.16,1022.56 2195.59,1022.49 2196.02,1022.43 \n",
       "  2196.44,1022.36 2196.87,1022.29 2197.29,1022.23 2197.72,1022.16 2198.15,1022.09 2198.57,1022.03 2199,1021.96 2199.42,1021.9 2199.85,1021.83 2200.28,1021.76 \n",
       "  2200.7,1021.7 2201.13,1021.63 2201.55,1021.56 2201.98,1021.5 2202.41,1021.43 2202.83,1021.36 2203.26,1021.3 2203.68,1021.23 2204.11,1021.16 2204.54,1021.1 \n",
       "  2204.96,1021.03 2205.39,1020.97 2205.81,1020.9 2206.24,1020.83 2206.66,1020.77 2207.09,1020.7 2207.52,1020.63 2207.94,1020.57 2208.37,1020.5 2208.79,1020.43 \n",
       "  2209.22,1020.37 2209.65,1020.3 2210.07,1020.24 2210.5,1020.17 2210.92,1020.1 2211.35,1020.04 2211.78,1019.97 2212.2,1019.9 2212.63,1019.84 2213.05,1019.77 \n",
       "  2213.48,1019.7 2213.91,1019.64 2214.33,1019.57 2214.76,1019.51 2215.18,1019.44 2215.61,1019.37 2216.03,1019.31 2216.46,1019.24 2216.89,1019.17 2217.31,1019.11 \n",
       "  2217.74,1019.04 2218.16,1018.97 2218.59,1018.91 2219.02,1018.84 2219.44,1018.78 2219.87,1018.71 2220.29,1018.64 2220.72,1018.58 2221.15,1018.51 2221.57,1018.44 \n",
       "  2222,1018.38 2222.42,1018.31 2222.85,1018.24 2223.28,1018.18 2223.7,1018.11 2224.13,1018.05 2224.55,1017.98 2224.98,1017.91 2225.41,1017.85 2225.83,1017.78 \n",
       "  2226.26,1017.71 2226.68,1017.65 2227.11,1017.58 2227.53,1017.51 2227.96,1017.45 2228.39,1017.38 2228.81,1017.32 2229.24,1017.25 2229.66,1017.18 2230.09,1017.12 \n",
       "  2230.52,1017.05 2230.94,1016.98 2231.37,1016.92 2231.79,1016.85 2232.22,1016.78 2232.65,1016.72 2233.07,1016.65 2233.5,1016.59 2233.92,1016.52 2234.35,1016.45 \n",
       "  2234.78,1016.39 2235.2,1016.32 2235.63,1016.25 2236.05,1016.19 2236.48,1016.12 2236.91,1016.06 2237.33,1015.99 2237.76,1015.92 2238.18,1015.86 2238.61,1015.79 \n",
       "  2239.03,1015.72 2239.46,1015.66 2239.89,1015.59 2240.31,1015.52 2240.74,1015.46 2241.16,1015.39 2241.59,1015.33 2242.02,1015.26 2242.44,1015.19 2242.87,1015.13 \n",
       "  2243.29,1015.06 2243.72,1014.99 2244.15,1014.93 2244.57,1014.86 2245,1014.8 2245.42,1014.73 2245.85,1014.66 2246.28,1014.6 2246.7,1014.53 2247.13,1014.46 \n",
       "  2247.55,1014.4 2247.98,1014.33 2248.41,1014.26 2248.83,1014.2 2249.26,1014.13 2249.68,1014.07 2250.11,1014 2250.53,1013.93 2250.96,1013.87 2251.39,1013.8 \n",
       "  2251.81,1013.73 2252.24,1013.67 2252.66,1013.6 2253.09,1013.54 2253.52,1013.47 2253.94,1013.4 2254.37,1013.34 2254.79,1013.27 2255.22,1013.2 2255.65,1013.14 \n",
       "  2256.07,1013.07 2256.5,1013 2256.92,1012.94 2257.35,1012.87 2257.78,1012.81 2258.2,1012.74 2258.63,1012.67 2259.05,1012.61 2259.48,1012.54 2259.9,1012.47 \n",
       "  2260.33,1012.41 2260.76,1012.34 2261.18,1012.28 2261.61,1012.21 2262.03,1012.14 2262.46,1012.08 2262.89,1012.01 2263.31,1011.94 2263.74,1011.88 2264.16,1011.81 \n",
       "  2264.59,1011.75 2265.02,1011.68 2265.44,1011.61 2265.87,1011.55 2266.29,1011.48 2266.72,1011.41 2267.15,1011.35 2267.57,1011.28 2268,1011.22 2268.42,1011.15 \n",
       "  2268.85,1011.08 2269.28,1011.02 2269.7,1010.95 2270.13,1010.88 2270.55,1010.82 2270.98,1010.75 2271.4,1010.68 2271.83,1010.62 2272.26,1010.55 2272.68,1010.49 \n",
       "  2273.11,1010.42 2273.53,1010.35 2273.96,1010.29 2274.39,1010.22 2274.81,1010.15 2275.24,1010.09 2275.66,1010.02 2276.09,1009.96 2276.52,1009.89 2276.94,1009.82 \n",
       "  2277.37,1009.76 2277.79,1009.69 2278.22,1009.62 2278.65,1009.56 2279.07,1009.49 2279.5,1009.43 2279.92,1009.36 2280.35,1009.29 2280.78,1009.23 2281.2,1009.16 \n",
       "  2281.63,1009.09 2282.05,1009.03 2282.48,1008.96 2282.9,1008.9 2283.33,1008.83 2283.76,1008.76 2284.18,1008.7 2284.61,1008.63 2285.03,1008.56 2285.46,1008.5 \n",
       "  2285.89,1008.43 2286.31,1008.37 2286.74,1008.3 2287.16,1008.23 2287.59,1008.17 2288.02,1008.1 2288.44,1008.03 2288.87,1007.97 2289.29,1007.9 2289.72,1007.84 \n",
       "  2290.15,1007.77 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1602)\" style=\"stroke:#c271d2; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.127,1445.6 203.553,1443.23 203.979,1441.38 204.405,1439.83 204.831,1438.48 205.257,1437.28 205.683,1436.19 206.109,1435.18 206.535,1434.24 206.961,1433.36 \n",
       "  207.387,1432.52 207.812,1431.73 208.238,1430.97 208.664,1430.24 209.09,1429.54 209.516,1428.86 209.942,1428.2 210.368,1427.57 210.794,1426.95 211.22,1426.35 \n",
       "  211.646,1425.77 212.072,1425.2 212.498,1424.65 212.924,1424.1 213.349,1423.57 213.775,1423.05 214.201,1422.54 214.627,1422.04 215.053,1421.55 215.479,1421.07 \n",
       "  215.905,1420.59 216.331,1420.12 216.757,1419.66 217.183,1419.21 217.609,1418.77 218.035,1418.33 218.461,1417.9 218.886,1417.47 219.312,1417.05 219.738,1416.63 \n",
       "  220.164,1416.22 220.59,1415.82 221.016,1415.42 221.442,1415.02 221.868,1414.63 222.294,1414.25 222.72,1413.86 223.146,1413.49 223.572,1413.11 223.998,1412.74 \n",
       "  224.423,1412.38 224.849,1412.01 225.275,1411.65 225.701,1411.3 226.127,1410.95 226.553,1410.6 226.979,1410.25 227.405,1409.91 227.831,1409.57 228.257,1409.23 \n",
       "  228.683,1408.9 229.109,1408.57 229.535,1408.24 229.96,1407.91 230.386,1407.59 230.812,1407.27 231.238,1406.95 231.664,1406.63 232.09,1406.32 232.516,1406.01 \n",
       "  232.942,1405.7 233.368,1405.39 233.794,1405.09 234.22,1404.78 234.646,1404.48 235.071,1404.19 235.497,1403.89 235.923,1403.59 236.349,1403.3 236.775,1403.01 \n",
       "  237.201,1402.72 237.627,1402.43 238.053,1402.15 238.479,1401.87 238.905,1401.58 239.331,1401.3 239.757,1401.02 240.183,1400.75 240.608,1400.47 241.034,1400.2 \n",
       "  241.46,1399.93 241.886,1399.65 242.312,1399.38 242.738,1399.12 243.164,1398.85 243.59,1398.59 244.016,1398.32 244.442,1398.06 244.868,1397.8 245.294,1397.54 \n",
       "  245.72,1397.28 246.145,1397.02 246.571,1396.77 246.997,1396.51 247.423,1396.26 247.849,1396.01 248.275,1395.76 248.701,1395.51 249.127,1395.26 249.553,1395.01 \n",
       "  249.979,1394.76 250.405,1394.52 250.831,1394.28 251.257,1394.03 251.682,1393.79 252.108,1393.55 252.534,1393.31 252.96,1393.07 253.386,1392.83 253.812,1392.6 \n",
       "  254.238,1392.36 254.664,1392.13 255.09,1391.89 255.516,1391.66 255.942,1391.43 256.368,1391.2 256.794,1390.97 257.219,1390.74 257.645,1390.51 258.071,1390.28 \n",
       "  258.497,1390.06 258.923,1389.83 259.349,1389.61 259.775,1389.38 260.201,1389.16 260.627,1388.94 261.053,1388.72 261.479,1388.49 261.905,1388.27 262.331,1388.06 \n",
       "  262.756,1387.84 263.182,1387.62 263.608,1387.4 264.034,1387.19 264.46,1386.97 264.886,1386.76 265.312,1386.54 265.738,1386.33 266.164,1386.12 266.59,1385.91 \n",
       "  267.016,1385.7 267.442,1385.49 267.867,1385.28 268.293,1385.07 268.719,1384.86 269.145,1384.65 269.571,1384.45 269.997,1384.24 270.423,1384.04 270.849,1383.83 \n",
       "  271.275,1383.63 271.701,1383.42 272.127,1383.22 272.553,1383.02 272.979,1382.82 273.404,1382.62 273.83,1382.42 274.256,1382.22 274.682,1382.02 275.108,1381.82 \n",
       "  275.534,1381.62 275.96,1381.42 276.386,1381.23 276.812,1381.03 277.238,1380.83 277.664,1380.64 278.09,1380.45 278.516,1380.25 278.941,1380.06 279.367,1379.86 \n",
       "  279.793,1379.67 280.219,1379.48 280.645,1379.29 281.071,1379.1 281.497,1378.91 281.923,1378.72 282.349,1378.53 282.775,1378.34 283.201,1378.15 283.627,1377.96 \n",
       "  284.053,1377.78 284.478,1377.59 284.904,1377.4 285.33,1377.22 285.756,1377.03 286.182,1376.85 286.608,1376.66 287.034,1376.48 287.46,1376.3 287.886,1376.11 \n",
       "  288.312,1375.93 288.738,1375.75 289.164,1375.57 289.59,1375.39 290.015,1375.21 290.441,1375.03 290.867,1374.85 291.293,1374.67 291.719,1374.49 292.145,1374.31 \n",
       "  292.571,1374.13 292.997,1373.95 293.423,1373.78 293.849,1373.6 294.275,1373.42 294.701,1373.25 295.127,1373.07 295.552,1372.9 295.978,1372.72 296.404,1372.55 \n",
       "  296.83,1372.37 297.256,1372.2 297.682,1372.03 298.108,1371.85 298.534,1371.68 298.96,1371.51 299.386,1371.34 299.812,1371.17 300.238,1371 300.663,1370.83 \n",
       "  301.089,1370.66 301.515,1370.49 301.941,1370.32 302.367,1370.15 302.793,1369.98 303.219,1369.81 303.645,1369.64 304.071,1369.48 304.497,1369.31 304.923,1369.14 \n",
       "  305.349,1368.98 305.775,1368.81 306.2,1368.64 306.626,1368.48 307.052,1368.31 307.478,1368.15 307.904,1367.98 308.33,1367.82 308.756,1367.66 309.182,1367.49 \n",
       "  309.608,1367.33 310.034,1367.17 310.46,1367 310.886,1366.84 311.312,1366.68 311.737,1366.52 312.163,1366.36 312.589,1366.2 313.015,1366.04 313.441,1365.87 \n",
       "  313.867,1365.71 314.293,1365.56 314.719,1365.4 315.145,1365.24 315.571,1365.08 315.997,1364.92 316.423,1364.76 316.849,1364.6 317.274,1364.45 317.7,1364.29 \n",
       "  318.126,1364.13 318.552,1363.98 318.978,1363.82 319.404,1363.66 319.83,1363.51 320.256,1363.35 320.682,1363.2 321.108,1363.04 321.534,1362.89 321.96,1362.73 \n",
       "  322.386,1362.58 322.811,1362.42 323.237,1362.27 323.663,1362.12 324.089,1361.96 324.515,1361.81 324.941,1361.66 325.367,1361.51 325.793,1361.35 326.219,1361.2 \n",
       "  326.645,1361.05 327.071,1360.9 327.497,1360.75 327.923,1360.6 328.348,1360.45 328.774,1360.3 329.2,1360.15 329.626,1360 330.052,1359.85 330.478,1359.7 \n",
       "  330.904,1359.55 331.33,1359.4 331.756,1359.25 332.182,1359.11 332.608,1358.96 333.034,1358.81 333.459,1358.66 333.885,1358.52 334.311,1358.37 334.737,1358.22 \n",
       "  335.163,1358.08 335.589,1357.93 336.015,1357.78 336.441,1357.64 336.867,1357.49 337.293,1357.35 337.719,1357.2 338.145,1357.06 338.571,1356.91 338.996,1356.77 \n",
       "  339.422,1356.62 339.848,1356.48 340.274,1356.34 340.7,1356.19 341.126,1356.05 341.552,1355.91 341.978,1355.76 342.404,1355.62 342.83,1355.48 343.256,1355.34 \n",
       "  343.682,1355.19 344.108,1355.05 344.533,1354.91 344.959,1354.77 345.385,1354.63 345.811,1354.49 346.237,1354.35 346.663,1354.21 347.089,1354.07 347.515,1353.93 \n",
       "  347.941,1353.79 348.367,1353.65 348.793,1353.51 349.219,1353.37 349.645,1353.23 350.07,1353.09 350.496,1352.95 350.922,1352.81 351.348,1352.67 351.774,1352.54 \n",
       "  352.2,1352.4 352.626,1352.26 353.052,1352.12 353.478,1351.99 353.904,1351.85 354.33,1351.71 354.756,1351.58 355.182,1351.44 355.607,1351.3 356.033,1351.17 \n",
       "  356.459,1351.03 356.885,1350.89 357.311,1350.76 357.737,1350.62 358.163,1350.49 358.589,1350.35 359.015,1350.22 359.441,1350.08 359.867,1349.95 360.293,1349.82 \n",
       "  360.719,1349.68 361.144,1349.55 361.57,1349.41 361.996,1349.28 362.422,1349.15 362.848,1349.01 363.274,1348.88 363.7,1348.75 364.126,1348.62 364.552,1348.48 \n",
       "  364.978,1348.35 365.404,1348.22 365.83,1348.09 366.255,1347.96 366.681,1347.82 367.107,1347.69 367.533,1347.56 367.959,1347.43 368.385,1347.3 368.811,1347.17 \n",
       "  369.237,1347.04 369.663,1346.91 370.089,1346.78 370.515,1346.65 370.941,1346.52 371.367,1346.39 371.792,1346.26 372.218,1346.13 372.644,1346 373.07,1345.87 \n",
       "  373.496,1345.74 373.922,1345.61 374.348,1345.48 374.774,1345.35 375.2,1345.23 375.626,1345.1 376.052,1344.97 376.478,1344.84 376.904,1344.72 377.329,1344.59 \n",
       "  377.755,1344.46 378.181,1344.33 378.607,1344.21 379.033,1344.08 379.459,1343.95 379.885,1343.83 380.311,1343.7 380.737,1343.57 381.163,1343.45 381.589,1343.32 \n",
       "  382.015,1343.2 382.441,1343.07 382.866,1342.94 383.292,1342.82 383.718,1342.69 384.144,1342.57 384.57,1342.44 384.996,1342.32 385.422,1342.19 385.848,1342.07 \n",
       "  386.274,1341.95 386.7,1341.82 387.126,1341.7 387.552,1341.57 387.978,1341.45 388.403,1341.33 388.829,1341.2 389.255,1341.08 389.681,1340.96 390.107,1340.83 \n",
       "  390.533,1340.71 390.959,1340.59 391.385,1340.46 391.811,1340.34 392.237,1340.22 392.663,1340.1 393.089,1339.97 393.515,1339.85 393.94,1339.73 394.366,1339.61 \n",
       "  394.792,1339.49 395.218,1339.37 395.644,1339.25 396.07,1339.12 396.496,1339 396.922,1338.88 397.348,1338.76 397.774,1338.64 398.2,1338.52 398.626,1338.4 \n",
       "  399.051,1338.28 399.477,1338.16 399.903,1338.04 400.329,1337.92 400.755,1337.8 401.181,1337.68 401.607,1337.56 402.033,1337.44 402.459,1337.32 402.885,1337.2 \n",
       "  403.311,1337.08 403.737,1336.97 404.163,1336.85 404.588,1336.73 405.014,1336.61 405.44,1336.49 405.866,1336.37 406.292,1336.26 406.718,1336.14 407.144,1336.02 \n",
       "  407.57,1335.9 407.996,1335.78 408.422,1335.67 408.848,1335.55 409.274,1335.43 409.7,1335.32 410.125,1335.2 410.551,1335.08 410.977,1334.97 411.403,1334.85 \n",
       "  411.829,1334.73 412.255,1334.62 412.681,1334.5 413.107,1334.38 413.533,1334.27 413.959,1334.15 414.385,1334.04 414.811,1333.92 415.237,1333.8 415.662,1333.69 \n",
       "  416.088,1333.57 416.514,1333.46 416.94,1333.34 417.366,1333.23 417.792,1333.11 418.218,1333 418.644,1332.88 419.07,1332.77 419.496,1332.66 419.922,1332.54 \n",
       "  420.348,1332.43 420.774,1332.31 421.199,1332.2 421.625,1332.09 422.051,1331.97 422.477,1331.86 422.903,1331.74 423.329,1331.63 423.755,1331.52 424.181,1331.4 \n",
       "  424.607,1331.29 425.033,1331.18 425.459,1331.07 425.885,1330.95 426.31,1330.84 426.736,1330.73 427.162,1330.62 427.588,1330.5 428.014,1330.39 428.44,1330.28 \n",
       "  428.866,1330.17 429.292,1330.05 429.718,1329.94 430.144,1329.83 430.57,1329.72 430.996,1329.61 431.422,1329.5 431.847,1329.39 432.273,1329.27 432.699,1329.16 \n",
       "  433.125,1329.05 433.551,1328.94 433.977,1328.83 434.403,1328.72 434.829,1328.61 435.255,1328.5 435.681,1328.39 436.107,1328.28 436.533,1328.17 436.959,1328.06 \n",
       "  437.384,1327.95 437.81,1327.84 438.236,1327.73 438.662,1327.62 439.088,1327.51 439.514,1327.4 439.94,1327.29 440.366,1327.18 440.792,1327.07 441.218,1326.96 \n",
       "  441.644,1326.85 442.07,1326.75 442.496,1326.64 442.921,1326.53 443.347,1326.42 443.773,1326.31 444.199,1326.2 444.625,1326.09 445.051,1325.99 445.477,1325.88 \n",
       "  445.903,1325.77 446.329,1325.66 446.755,1325.56 447.181,1325.45 447.607,1325.34 448.033,1325.23 448.458,1325.12 448.884,1325.02 449.31,1324.91 449.736,1324.8 \n",
       "  450.162,1324.7 450.588,1324.59 451.014,1324.48 451.44,1324.38 451.866,1324.27 452.292,1324.16 452.718,1324.06 453.144,1323.95 453.57,1323.84 453.995,1323.74 \n",
       "  454.421,1323.63 454.847,1323.52 455.273,1323.42 455.699,1323.31 456.125,1323.21 456.551,1323.1 456.977,1323 457.403,1322.89 457.829,1322.78 458.255,1322.68 \n",
       "  458.681,1322.57 459.106,1322.47 459.532,1322.36 459.958,1322.26 460.384,1322.15 460.81,1322.05 461.236,1321.94 461.662,1321.84 462.088,1321.74 462.514,1321.63 \n",
       "  462.94,1321.53 463.366,1321.42 463.792,1321.32 464.218,1321.21 464.643,1321.11 465.069,1321.01 465.495,1320.9 465.921,1320.8 466.347,1320.69 466.773,1320.59 \n",
       "  467.199,1320.49 467.625,1320.38 468.051,1320.28 468.477,1320.18 468.903,1320.07 469.329,1319.97 469.755,1319.87 470.18,1319.76 470.606,1319.66 471.032,1319.56 \n",
       "  471.458,1319.46 471.884,1319.35 472.31,1319.25 472.736,1319.15 473.162,1319.05 473.588,1318.94 474.014,1318.84 474.44,1318.74 474.866,1318.64 475.292,1318.54 \n",
       "  475.717,1318.43 476.143,1318.33 476.569,1318.23 476.995,1318.13 477.421,1318.03 477.847,1317.93 478.273,1317.82 478.699,1317.72 479.125,1317.62 479.551,1317.52 \n",
       "  479.977,1317.42 480.403,1317.32 480.829,1317.22 481.254,1317.12 481.68,1317.02 482.106,1316.91 482.532,1316.81 482.958,1316.71 483.384,1316.61 483.81,1316.51 \n",
       "  484.236,1316.41 484.662,1316.31 485.088,1316.21 485.514,1316.11 485.94,1316.01 486.366,1315.91 486.791,1315.81 487.217,1315.71 487.643,1315.61 488.069,1315.51 \n",
       "  488.495,1315.41 488.921,1315.31 489.347,1315.21 489.773,1315.11 490.199,1315.01 490.625,1314.92 491.051,1314.82 491.477,1314.72 491.902,1314.62 492.328,1314.52 \n",
       "  492.754,1314.42 493.18,1314.32 493.606,1314.22 494.032,1314.12 494.458,1314.03 494.884,1313.93 495.31,1313.83 495.736,1313.73 496.162,1313.63 496.588,1313.53 \n",
       "  497.014,1313.44 497.439,1313.34 497.865,1313.24 498.291,1313.14 498.717,1313.04 499.143,1312.95 499.569,1312.85 499.995,1312.75 500.421,1312.65 500.847,1312.56 \n",
       "  501.273,1312.46 501.699,1312.36 502.125,1312.26 502.551,1312.17 502.976,1312.07 503.402,1311.97 503.828,1311.88 504.254,1311.78 504.68,1311.68 505.106,1311.58 \n",
       "  505.532,1311.49 505.958,1311.39 506.384,1311.29 506.81,1311.2 507.236,1311.1 507.662,1311 508.088,1310.91 508.513,1310.81 508.939,1310.72 509.365,1310.62 \n",
       "  509.791,1310.52 510.217,1310.43 510.643,1310.33 511.069,1310.24 511.495,1310.14 511.921,1310.04 512.347,1309.95 512.773,1309.85 513.199,1309.76 513.625,1309.66 \n",
       "  514.05,1309.57 514.476,1309.47 514.902,1309.38 515.328,1309.28 515.754,1309.19 516.18,1309.09 516.606,1309 517.032,1308.9 517.458,1308.81 517.884,1308.71 \n",
       "  518.31,1308.62 518.736,1308.52 519.162,1308.43 519.587,1308.33 520.013,1308.24 520.439,1308.14 520.865,1308.05 521.291,1307.95 521.717,1307.86 522.143,1307.77 \n",
       "  522.569,1307.67 522.995,1307.58 523.421,1307.48 523.847,1307.39 524.273,1307.3 524.698,1307.2 525.124,1307.11 525.55,1307.01 525.976,1306.92 526.402,1306.83 \n",
       "  526.828,1306.73 527.254,1306.64 527.68,1306.55 528.106,1306.45 528.532,1306.36 528.958,1306.27 529.384,1306.17 529.81,1306.08 530.235,1305.99 530.661,1305.89 \n",
       "  531.087,1305.8 531.513,1305.71 531.939,1305.62 532.365,1305.52 532.791,1305.43 533.217,1305.34 533.643,1305.25 534.069,1305.15 534.495,1305.06 534.921,1304.97 \n",
       "  535.347,1304.88 535.772,1304.78 536.198,1304.69 536.624,1304.6 537.05,1304.51 537.476,1304.42 537.902,1304.32 538.328,1304.23 538.754,1304.14 539.18,1304.05 \n",
       "  539.606,1303.96 540.032,1303.86 540.458,1303.77 540.884,1303.68 541.309,1303.59 541.735,1303.5 542.161,1303.41 542.587,1303.32 543.013,1303.22 543.439,1303.13 \n",
       "  543.865,1303.04 544.291,1302.95 544.717,1302.86 545.143,1302.77 545.569,1302.68 545.995,1302.59 546.421,1302.5 546.846,1302.41 547.272,1302.31 547.698,1302.22 \n",
       "  548.124,1302.13 548.55,1302.04 548.976,1301.95 549.402,1301.86 549.828,1301.77 550.254,1301.68 550.68,1301.59 551.106,1301.5 551.532,1301.41 551.958,1301.32 \n",
       "  552.383,1301.23 552.809,1301.14 553.235,1301.05 553.661,1300.96 554.087,1300.87 554.513,1300.78 554.939,1300.69 555.365,1300.6 555.791,1300.51 556.217,1300.42 \n",
       "  556.643,1300.33 557.069,1300.24 557.494,1300.15 557.92,1300.06 558.346,1299.98 558.772,1299.89 559.198,1299.8 559.624,1299.71 560.05,1299.62 560.476,1299.53 \n",
       "  560.902,1299.44 561.328,1299.35 561.754,1299.26 562.18,1299.17 562.606,1299.09 563.031,1299 563.457,1298.91 563.883,1298.82 564.309,1298.73 564.735,1298.64 \n",
       "  565.161,1298.55 565.587,1298.47 566.013,1298.38 566.439,1298.29 566.865,1298.2 567.291,1298.11 567.717,1298.02 568.143,1297.94 568.568,1297.85 568.994,1297.76 \n",
       "  569.42,1297.67 569.846,1297.58 570.272,1297.5 570.698,1297.41 571.124,1297.32 571.55,1297.23 571.976,1297.15 572.402,1297.06 572.828,1296.97 573.254,1296.88 \n",
       "  573.68,1296.8 574.105,1296.71 574.531,1296.62 574.957,1296.53 575.383,1296.45 575.809,1296.36 576.235,1296.27 576.661,1296.19 577.087,1296.1 577.513,1296.01 \n",
       "  577.939,1295.92 578.365,1295.84 578.791,1295.75 579.217,1295.66 579.642,1295.58 580.068,1295.49 580.494,1295.4 580.92,1295.32 581.346,1295.23 581.772,1295.14 \n",
       "  582.198,1295.06 582.624,1294.97 583.05,1294.89 583.476,1294.8 583.902,1294.71 584.328,1294.63 584.753,1294.54 585.179,1294.45 585.605,1294.37 586.031,1294.28 \n",
       "  586.457,1294.2 586.883,1294.11 587.309,1294.02 587.735,1293.94 588.161,1293.85 588.587,1293.77 589.013,1293.68 589.439,1293.6 589.865,1293.51 590.29,1293.42 \n",
       "  590.716,1293.34 591.142,1293.25 591.568,1293.17 591.994,1293.08 592.42,1293 592.846,1292.91 593.272,1292.83 593.698,1292.74 594.124,1292.66 594.55,1292.57 \n",
       "  594.976,1292.49 595.402,1292.4 595.827,1292.32 596.253,1292.23 596.679,1292.15 597.105,1292.06 597.531,1291.98 597.957,1291.89 598.383,1291.81 598.809,1291.72 \n",
       "  599.235,1291.64 599.661,1291.55 600.087,1291.47 600.513,1291.39 600.939,1291.3 601.364,1291.22 601.79,1291.13 602.216,1291.05 602.642,1290.96 603.068,1290.88 \n",
       "  603.494,1290.8 603.92,1290.71 604.346,1290.63 604.772,1290.54 605.198,1290.46 605.624,1290.38 606.05,1290.29 606.476,1290.21 606.901,1290.13 607.327,1290.04 \n",
       "  607.753,1289.96 608.179,1289.87 608.605,1289.79 609.031,1289.71 609.457,1289.62 609.883,1289.54 610.309,1289.46 610.735,1289.37 611.161,1289.29 611.587,1289.21 \n",
       "  612.013,1289.12 612.438,1289.04 612.864,1288.96 613.29,1288.87 613.716,1288.79 614.142,1288.71 614.568,1288.62 614.994,1288.54 615.42,1288.46 615.846,1288.38 \n",
       "  616.272,1288.29 616.698,1288.21 617.124,1288.13 617.549,1288.05 617.975,1287.96 618.401,1287.88 618.827,1287.8 619.253,1287.71 619.679,1287.63 620.105,1287.55 \n",
       "  620.531,1287.47 620.957,1287.39 621.383,1287.3 621.809,1287.22 622.235,1287.14 622.661,1287.06 623.086,1286.97 623.512,1286.89 623.938,1286.81 624.364,1286.73 \n",
       "  624.79,1286.65 625.216,1286.56 625.642,1286.48 626.068,1286.4 626.494,1286.32 626.92,1286.24 627.346,1286.15 627.772,1286.07 628.198,1285.99 628.623,1285.91 \n",
       "  629.049,1285.83 629.475,1285.75 629.901,1285.67 630.327,1285.58 630.753,1285.5 631.179,1285.42 631.605,1285.34 632.031,1285.26 632.457,1285.18 632.883,1285.1 \n",
       "  633.309,1285.01 633.735,1284.93 634.16,1284.85 634.586,1284.77 635.012,1284.69 635.438,1284.61 635.864,1284.53 636.29,1284.45 636.716,1284.37 637.142,1284.29 \n",
       "  637.568,1284.21 637.994,1284.12 638.42,1284.04 638.846,1283.96 639.272,1283.88 639.697,1283.8 640.123,1283.72 640.549,1283.64 640.975,1283.56 641.401,1283.48 \n",
       "  641.827,1283.4 642.253,1283.32 642.679,1283.24 643.105,1283.16 643.531,1283.08 643.957,1283 644.383,1282.92 644.809,1282.84 645.234,1282.76 645.66,1282.68 \n",
       "  646.086,1282.6 646.512,1282.52 646.938,1282.44 647.364,1282.36 647.79,1282.28 648.216,1282.2 648.642,1282.12 649.068,1282.04 649.494,1281.96 649.92,1281.88 \n",
       "  650.345,1281.8 650.771,1281.72 651.197,1281.64 651.623,1281.56 652.049,1281.48 652.475,1281.4 652.901,1281.32 653.327,1281.24 653.753,1281.16 654.179,1281.09 \n",
       "  654.605,1281.01 655.031,1280.93 655.457,1280.85 655.882,1280.77 656.308,1280.69 656.734,1280.61 657.16,1280.53 657.586,1280.45 658.012,1280.37 658.438,1280.29 \n",
       "  658.864,1280.22 659.29,1280.14 659.716,1280.06 660.142,1279.98 660.568,1279.9 660.994,1279.82 661.419,1279.74 661.845,1279.66 662.271,1279.59 662.697,1279.51 \n",
       "  663.123,1279.43 663.549,1279.35 663.975,1279.27 664.401,1279.19 664.827,1279.12 665.253,1279.04 665.679,1278.96 666.105,1278.88 666.531,1278.8 666.956,1278.72 \n",
       "  667.382,1278.65 667.808,1278.57 668.234,1278.49 668.66,1278.41 669.086,1278.33 669.512,1278.26 669.938,1278.18 670.364,1278.1 670.79,1278.02 671.216,1277.94 \n",
       "  671.642,1277.87 672.068,1277.79 672.493,1277.71 672.919,1277.63 673.345,1277.56 673.771,1277.48 674.197,1277.4 674.623,1277.32 675.049,1277.25 675.475,1277.17 \n",
       "  675.901,1277.09 676.327,1277.01 676.753,1276.94 677.179,1276.86 677.605,1276.78 678.03,1276.7 678.456,1276.63 678.882,1276.55 679.308,1276.47 679.734,1276.39 \n",
       "  680.16,1276.32 680.586,1276.24 681.012,1276.16 681.438,1276.09 681.864,1276.01 682.29,1275.93 682.716,1275.86 683.141,1275.78 683.567,1275.7 683.993,1275.63 \n",
       "  684.419,1275.55 684.845,1275.47 685.271,1275.39 685.697,1275.32 686.123,1275.24 686.549,1275.16 686.975,1275.09 687.401,1275.01 687.827,1274.94 688.253,1274.86 \n",
       "  688.678,1274.78 689.104,1274.71 689.53,1274.63 689.956,1274.55 690.382,1274.48 690.808,1274.4 691.234,1274.32 691.66,1274.25 692.086,1274.17 692.512,1274.1 \n",
       "  692.938,1274.02 693.364,1273.94 693.79,1273.87 694.215,1273.79 694.641,1273.72 695.067,1273.64 695.493,1273.56 695.919,1273.49 696.345,1273.41 696.771,1273.34 \n",
       "  697.197,1273.26 697.623,1273.18 698.049,1273.11 698.475,1273.03 698.901,1272.96 699.327,1272.88 699.752,1272.81 700.178,1272.73 700.604,1272.66 701.03,1272.58 \n",
       "  701.456,1272.5 701.882,1272.43 702.308,1272.35 702.734,1272.28 703.16,1272.2 703.586,1272.13 704.012,1272.05 704.438,1271.98 704.864,1271.9 705.289,1271.83 \n",
       "  705.715,1271.75 706.141,1271.68 706.567,1271.6 706.993,1271.53 707.419,1271.45 707.845,1271.38 708.271,1271.3 708.697,1271.23 709.123,1271.15 709.549,1271.08 \n",
       "  709.975,1271 710.401,1270.93 710.826,1270.85 711.252,1270.78 711.678,1270.7 712.104,1270.63 712.53,1270.55 712.956,1270.48 713.382,1270.4 713.808,1270.33 \n",
       "  714.234,1270.26 714.66,1270.18 715.086,1270.11 715.512,1270.03 715.937,1269.96 716.363,1269.88 716.789,1269.81 717.215,1269.73 717.641,1269.66 718.067,1269.59 \n",
       "  718.493,1269.51 718.919,1269.44 719.345,1269.36 719.771,1269.29 720.197,1269.21 720.623,1269.14 721.049,1269.07 721.474,1268.99 721.9,1268.92 722.326,1268.84 \n",
       "  722.752,1268.77 723.178,1268.7 723.604,1268.62 724.03,1268.55 724.456,1268.48 724.882,1268.4 725.308,1268.33 725.734,1268.25 726.16,1268.18 726.586,1268.11 \n",
       "  727.011,1268.03 727.437,1267.96 727.863,1267.89 728.289,1267.81 728.715,1267.74 729.141,1267.67 729.567,1267.59 729.993,1267.52 730.419,1267.45 730.845,1267.37 \n",
       "  731.271,1267.3 731.697,1267.23 732.123,1267.15 732.548,1267.08 732.974,1267.01 733.4,1266.93 733.826,1266.86 734.252,1266.79 734.678,1266.71 735.104,1266.64 \n",
       "  735.53,1266.57 735.956,1266.49 736.382,1266.42 736.808,1266.35 737.234,1266.27 737.66,1266.2 738.085,1266.13 738.511,1266.06 738.937,1265.98 739.363,1265.91 \n",
       "  739.789,1265.84 740.215,1265.77 740.641,1265.69 741.067,1265.62 741.493,1265.55 741.919,1265.47 742.345,1265.4 742.771,1265.33 743.196,1265.26 743.622,1265.18 \n",
       "  744.048,1265.11 744.474,1265.04 744.9,1264.97 745.326,1264.89 745.752,1264.82 746.178,1264.75 746.604,1264.68 747.03,1264.61 747.456,1264.53 747.882,1264.46 \n",
       "  748.308,1264.39 748.733,1264.32 749.159,1264.24 749.585,1264.17 750.011,1264.1 750.437,1264.03 750.863,1263.96 751.289,1263.88 751.715,1263.81 752.141,1263.74 \n",
       "  752.567,1263.67 752.993,1263.6 753.419,1263.52 753.845,1263.45 754.27,1263.38 754.696,1263.31 755.122,1263.24 755.548,1263.17 755.974,1263.09 756.4,1263.02 \n",
       "  756.826,1262.95 757.252,1262.88 757.678,1262.81 758.104,1262.74 758.53,1262.66 758.956,1262.59 759.382,1262.52 759.807,1262.45 760.233,1262.38 760.659,1262.31 \n",
       "  761.085,1262.24 761.511,1262.16 761.937,1262.09 762.363,1262.02 762.789,1261.95 763.215,1261.88 763.641,1261.81 764.067,1261.74 764.493,1261.67 764.919,1261.59 \n",
       "  765.344,1261.52 765.77,1261.45 766.196,1261.38 766.622,1261.31 767.048,1261.24 767.474,1261.17 767.9,1261.1 768.326,1261.03 768.752,1260.95 769.178,1260.88 \n",
       "  769.604,1260.81 770.03,1260.74 770.456,1260.67 770.881,1260.6 771.307,1260.53 771.733,1260.46 772.159,1260.39 772.585,1260.32 773.011,1260.25 773.437,1260.18 \n",
       "  773.863,1260.11 774.289,1260.04 774.715,1259.96 775.141,1259.89 775.567,1259.82 775.992,1259.75 776.418,1259.68 776.844,1259.61 777.27,1259.54 777.696,1259.47 \n",
       "  778.122,1259.4 778.548,1259.33 778.974,1259.26 779.4,1259.19 779.826,1259.12 780.252,1259.05 780.678,1258.98 781.104,1258.91 781.529,1258.84 781.955,1258.77 \n",
       "  782.381,1258.7 782.807,1258.63 783.233,1258.56 783.659,1258.49 784.085,1258.42 784.511,1258.35 784.937,1258.28 785.363,1258.21 785.789,1258.14 786.215,1258.07 \n",
       "  786.641,1258 787.066,1257.93 787.492,1257.86 787.918,1257.79 788.344,1257.72 788.77,1257.65 789.196,1257.58 789.622,1257.51 790.048,1257.44 790.474,1257.37 \n",
       "  790.9,1257.3 791.326,1257.23 791.752,1257.16 792.178,1257.09 792.603,1257.02 793.029,1256.96 793.455,1256.89 793.881,1256.82 794.307,1256.75 794.733,1256.68 \n",
       "  795.159,1256.61 795.585,1256.54 796.011,1256.47 796.437,1256.4 796.863,1256.33 797.289,1256.26 797.715,1256.19 798.14,1256.12 798.566,1256.05 798.992,1255.99 \n",
       "  799.418,1255.92 799.844,1255.85 800.27,1255.78 800.696,1255.71 801.122,1255.64 801.548,1255.57 801.974,1255.5 802.4,1255.43 802.826,1255.36 803.252,1255.3 \n",
       "  803.677,1255.23 804.103,1255.16 804.529,1255.09 804.955,1255.02 805.381,1254.95 805.807,1254.88 806.233,1254.81 806.659,1254.75 807.085,1254.68 807.511,1254.61 \n",
       "  807.937,1254.54 808.363,1254.47 808.788,1254.4 809.214,1254.33 809.64,1254.26 810.066,1254.2 810.492,1254.13 810.918,1254.06 811.344,1253.99 811.77,1253.92 \n",
       "  812.196,1253.85 812.622,1253.79 813.048,1253.72 813.474,1253.65 813.9,1253.58 814.325,1253.51 814.751,1253.44 815.177,1253.38 815.603,1253.31 816.029,1253.24 \n",
       "  816.455,1253.17 816.881,1253.1 817.307,1253.04 817.733,1252.97 818.159,1252.9 818.585,1252.83 819.011,1252.76 819.437,1252.7 819.862,1252.63 820.288,1252.56 \n",
       "  820.714,1252.49 821.14,1252.42 821.566,1252.36 821.992,1252.29 822.418,1252.22 822.844,1252.15 823.27,1252.08 823.696,1252.02 824.122,1251.95 824.548,1251.88 \n",
       "  824.974,1251.81 825.399,1251.75 825.825,1251.68 826.251,1251.61 826.677,1251.54 827.103,1251.47 827.529,1251.41 827.955,1251.34 828.381,1251.27 828.807,1251.2 \n",
       "  829.233,1251.14 829.659,1251.07 830.085,1251 830.511,1250.93 830.936,1250.87 831.362,1250.8 831.788,1250.73 832.214,1250.67 832.64,1250.6 833.066,1250.53 \n",
       "  833.492,1250.46 833.918,1250.4 834.344,1250.33 834.77,1250.26 835.196,1250.19 835.622,1250.13 836.048,1250.06 836.473,1249.99 836.899,1249.93 837.325,1249.86 \n",
       "  837.751,1249.79 838.177,1249.73 838.603,1249.66 839.029,1249.59 839.455,1249.52 839.881,1249.46 840.307,1249.39 840.733,1249.32 841.159,1249.26 841.584,1249.19 \n",
       "  842.01,1249.12 842.436,1249.06 842.862,1248.99 843.288,1248.92 843.714,1248.86 844.14,1248.79 844.566,1248.72 844.992,1248.66 845.418,1248.59 845.844,1248.52 \n",
       "  846.27,1248.46 846.696,1248.39 847.121,1248.32 847.547,1248.26 847.973,1248.19 848.399,1248.12 848.825,1248.06 849.251,1247.99 849.677,1247.92 850.103,1247.86 \n",
       "  850.529,1247.79 850.955,1247.72 851.381,1247.66 851.807,1247.59 852.233,1247.53 852.658,1247.46 853.084,1247.39 853.51,1247.33 853.936,1247.26 854.362,1247.19 \n",
       "  854.788,1247.13 855.214,1247.06 855.64,1247 856.066,1246.93 856.492,1246.86 856.918,1246.8 857.344,1246.73 857.77,1246.67 858.195,1246.6 858.621,1246.53 \n",
       "  859.047,1246.47 859.473,1246.4 859.899,1246.34 860.325,1246.27 860.751,1246.2 861.177,1246.14 861.603,1246.07 862.029,1246.01 862.455,1245.94 862.881,1245.87 \n",
       "  863.307,1245.81 863.732,1245.74 864.158,1245.68 864.584,1245.61 865.01,1245.55 865.436,1245.48 865.862,1245.41 866.288,1245.35 866.714,1245.28 867.14,1245.22 \n",
       "  867.566,1245.15 867.992,1245.09 868.418,1245.02 868.844,1244.96 869.269,1244.89 869.695,1244.82 870.121,1244.76 870.547,1244.69 870.973,1244.63 871.399,1244.56 \n",
       "  871.825,1244.5 872.251,1244.43 872.677,1244.37 873.103,1244.3 873.529,1244.24 873.955,1244.17 874.38,1244.11 874.806,1244.04 875.232,1243.97 875.658,1243.91 \n",
       "  876.084,1243.84 876.51,1243.78 876.936,1243.71 877.362,1243.65 877.788,1243.58 878.214,1243.52 878.64,1243.45 879.066,1243.39 879.492,1243.32 879.917,1243.26 \n",
       "  880.343,1243.19 880.769,1243.13 881.195,1243.06 881.621,1243 882.047,1242.93 882.473,1242.87 882.899,1242.8 883.325,1242.74 883.751,1242.67 884.177,1242.61 \n",
       "  884.603,1242.55 885.029,1242.48 885.454,1242.42 885.88,1242.35 886.306,1242.29 886.732,1242.22 887.158,1242.16 887.584,1242.09 888.01,1242.03 888.436,1241.96 \n",
       "  888.862,1241.9 889.288,1241.83 889.714,1241.77 890.14,1241.7 890.566,1241.64 890.991,1241.58 891.417,1241.51 891.843,1241.45 892.269,1241.38 892.695,1241.32 \n",
       "  893.121,1241.25 893.547,1241.19 893.973,1241.12 894.399,1241.06 894.825,1241 895.251,1240.93 895.677,1240.87 896.103,1240.8 896.528,1240.74 896.954,1240.67 \n",
       "  897.38,1240.61 897.806,1240.55 898.232,1240.48 898.658,1240.42 899.084,1240.35 899.51,1240.29 899.936,1240.23 900.362,1240.16 900.788,1240.1 901.214,1240.03 \n",
       "  901.639,1239.97 902.065,1239.91 902.491,1239.84 902.917,1239.78 903.343,1239.71 903.769,1239.65 904.195,1239.59 904.621,1239.52 905.047,1239.46 905.473,1239.39 \n",
       "  905.899,1239.33 906.325,1239.27 906.751,1239.2 907.176,1239.14 907.602,1239.08 908.028,1239.01 908.454,1238.95 908.88,1238.88 909.306,1238.82 909.732,1238.76 \n",
       "  910.158,1238.69 910.584,1238.63 911.01,1238.57 911.436,1238.5 911.862,1238.44 912.288,1238.38 912.713,1238.31 913.139,1238.25 913.565,1238.18 913.991,1238.12 \n",
       "  914.417,1238.06 914.843,1237.99 915.269,1237.93 915.695,1237.87 916.121,1237.8 916.547,1237.74 916.973,1237.68 917.399,1237.61 917.825,1237.55 918.25,1237.49 \n",
       "  918.676,1237.42 919.102,1237.36 919.528,1237.3 919.954,1237.23 920.38,1237.17 920.806,1237.11 921.232,1237.04 921.658,1236.98 922.084,1236.92 922.51,1236.86 \n",
       "  922.936,1236.79 923.362,1236.73 923.787,1236.67 924.213,1236.6 924.639,1236.54 925.065,1236.48 925.491,1236.41 925.917,1236.35 926.343,1236.29 926.769,1236.23 \n",
       "  927.195,1236.16 927.621,1236.1 928.047,1236.04 928.473,1235.97 928.899,1235.91 929.324,1235.85 929.75,1235.78 930.176,1235.72 930.602,1235.66 931.028,1235.6 \n",
       "  931.454,1235.53 931.88,1235.47 932.306,1235.41 932.732,1235.35 933.158,1235.28 933.584,1235.22 934.01,1235.16 934.435,1235.09 934.861,1235.03 935.287,1234.97 \n",
       "  935.713,1234.91 936.139,1234.84 936.565,1234.78 936.991,1234.72 937.417,1234.66 937.843,1234.59 938.269,1234.53 938.695,1234.47 939.121,1234.41 939.547,1234.34 \n",
       "  939.972,1234.28 940.398,1234.22 940.824,1234.16 941.25,1234.1 941.676,1234.03 942.102,1233.97 942.528,1233.91 942.954,1233.85 943.38,1233.78 943.806,1233.72 \n",
       "  944.232,1233.66 944.658,1233.6 945.084,1233.53 945.509,1233.47 945.935,1233.41 946.361,1233.35 946.787,1233.29 947.213,1233.22 947.639,1233.16 948.065,1233.1 \n",
       "  948.491,1233.04 948.917,1232.98 949.343,1232.91 949.769,1232.85 950.195,1232.79 950.621,1232.73 951.046,1232.67 951.472,1232.6 951.898,1232.54 952.324,1232.48 \n",
       "  952.75,1232.42 953.176,1232.36 953.602,1232.29 954.028,1232.23 954.454,1232.17 954.88,1232.11 955.306,1232.05 955.732,1231.99 956.158,1231.92 956.583,1231.86 \n",
       "  957.009,1231.8 957.435,1231.74 957.861,1231.68 958.287,1231.61 958.713,1231.55 959.139,1231.49 959.565,1231.43 959.991,1231.37 960.417,1231.31 960.843,1231.24 \n",
       "  961.269,1231.18 961.695,1231.12 962.12,1231.06 962.546,1231 962.972,1230.94 963.398,1230.88 963.824,1230.81 964.25,1230.75 964.676,1230.69 965.102,1230.63 \n",
       "  965.528,1230.57 965.954,1230.51 966.38,1230.45 966.806,1230.38 967.231,1230.32 967.657,1230.26 968.083,1230.2 968.509,1230.14 968.935,1230.08 969.361,1230.02 \n",
       "  969.787,1229.96 970.213,1229.89 970.639,1229.83 971.065,1229.77 971.491,1229.71 971.917,1229.65 972.343,1229.59 972.768,1229.53 973.194,1229.47 973.62,1229.4 \n",
       "  974.046,1229.34 974.472,1229.28 974.898,1229.22 975.324,1229.16 975.75,1229.1 976.176,1229.04 976.602,1228.98 977.028,1228.92 977.454,1228.86 977.88,1228.79 \n",
       "  978.305,1228.73 978.731,1228.67 979.157,1228.61 979.583,1228.55 980.009,1228.49 980.435,1228.43 980.861,1228.37 981.287,1228.31 981.713,1228.25 982.139,1228.19 \n",
       "  982.565,1228.13 982.991,1228.06 983.417,1228 983.842,1227.94 984.268,1227.88 984.694,1227.82 985.12,1227.76 985.546,1227.7 985.972,1227.64 986.398,1227.58 \n",
       "  986.824,1227.52 987.25,1227.46 987.676,1227.4 988.102,1227.34 988.528,1227.28 988.954,1227.22 989.379,1227.15 989.805,1227.09 990.231,1227.03 990.657,1226.97 \n",
       "  991.083,1226.91 991.509,1226.85 991.935,1226.79 992.361,1226.73 992.787,1226.67 993.213,1226.61 993.639,1226.55 994.065,1226.49 994.491,1226.43 994.916,1226.37 \n",
       "  995.342,1226.31 995.768,1226.25 996.194,1226.19 996.62,1226.13 997.046,1226.07 997.472,1226.01 997.898,1225.95 998.324,1225.89 998.75,1225.83 999.176,1225.77 \n",
       "  999.602,1225.71 1000.03,1225.65 1000.45,1225.59 1000.88,1225.53 1001.31,1225.47 1001.73,1225.41 1002.16,1225.35 1002.58,1225.29 1003.01,1225.23 1003.43,1225.17 \n",
       "  1003.86,1225.11 1004.29,1225.05 1004.71,1224.99 1005.14,1224.93 1005.56,1224.87 1005.99,1224.81 1006.42,1224.75 1006.84,1224.69 1007.27,1224.63 1007.69,1224.57 \n",
       "  1008.12,1224.51 1008.55,1224.45 1008.97,1224.39 1009.4,1224.33 1009.82,1224.27 1010.25,1224.21 1010.68,1224.15 1011.1,1224.09 1011.53,1224.03 1011.95,1223.97 \n",
       "  1012.38,1223.91 1012.81,1223.85 1013.23,1223.79 1013.66,1223.73 1014.08,1223.67 1014.51,1223.61 1014.93,1223.55 1015.36,1223.49 1015.79,1223.43 1016.21,1223.37 \n",
       "  1016.64,1223.31 1017.06,1223.25 1017.49,1223.19 1017.92,1223.13 1018.34,1223.07 1018.77,1223.01 1019.19,1222.96 1019.62,1222.9 1020.05,1222.84 1020.47,1222.78 \n",
       "  1020.9,1222.72 1021.32,1222.66 1021.75,1222.6 1022.18,1222.54 1022.6,1222.48 1023.03,1222.42 1023.45,1222.36 1023.88,1222.3 1024.31,1222.24 1024.73,1222.18 \n",
       "  1025.16,1222.12 1025.58,1222.07 1026.01,1222.01 1026.43,1221.95 1026.86,1221.89 1027.29,1221.83 1027.71,1221.77 1028.14,1221.71 1028.56,1221.65 1028.99,1221.59 \n",
       "  1029.42,1221.53 1029.84,1221.47 1030.27,1221.41 1030.69,1221.35 1031.12,1221.3 1031.55,1221.24 1031.97,1221.18 1032.4,1221.12 1032.82,1221.06 1033.25,1221 \n",
       "  1033.68,1220.94 1034.1,1220.88 1034.53,1220.82 1034.95,1220.76 1035.38,1220.71 1035.8,1220.65 1036.23,1220.59 1036.66,1220.53 1037.08,1220.47 1037.51,1220.41 \n",
       "  1037.93,1220.35 1038.36,1220.29 1038.79,1220.23 1039.21,1220.18 1039.64,1220.12 1040.06,1220.06 1040.49,1220 1040.92,1219.94 1041.34,1219.88 1041.77,1219.82 \n",
       "  1042.19,1219.76 1042.62,1219.71 1043.05,1219.65 1043.47,1219.59 1043.9,1219.53 1044.32,1219.47 1044.75,1219.41 1045.18,1219.35 1045.6,1219.3 1046.03,1219.24 \n",
       "  1046.45,1219.18 1046.88,1219.12 1047.3,1219.06 1047.73,1219 1048.16,1218.94 1048.58,1218.89 1049.01,1218.83 1049.43,1218.77 1049.86,1218.71 1050.29,1218.65 \n",
       "  1050.71,1218.59 1051.14,1218.53 1051.56,1218.48 1051.99,1218.42 1052.42,1218.36 1052.84,1218.3 1053.27,1218.24 1053.69,1218.18 1054.12,1218.13 1054.55,1218.07 \n",
       "  1054.97,1218.01 1055.4,1217.95 1055.82,1217.89 1056.25,1217.83 1056.68,1217.78 1057.1,1217.72 1057.53,1217.66 1057.95,1217.6 1058.38,1217.54 1058.8,1217.49 \n",
       "  1059.23,1217.43 1059.66,1217.37 1060.08,1217.31 1060.51,1217.25 1060.93,1217.19 1061.36,1217.14 1061.79,1217.08 1062.21,1217.02 1062.64,1216.96 1063.06,1216.9 \n",
       "  1063.49,1216.85 1063.92,1216.79 1064.34,1216.73 1064.77,1216.67 1065.19,1216.61 1065.62,1216.56 1066.05,1216.5 1066.47,1216.44 1066.9,1216.38 1067.32,1216.32 \n",
       "  1067.75,1216.27 1068.18,1216.21 1068.6,1216.15 1069.03,1216.09 1069.45,1216.03 1069.88,1215.98 1070.3,1215.92 1070.73,1215.86 1071.16,1215.8 1071.58,1215.75 \n",
       "  1072.01,1215.69 1072.43,1215.63 1072.86,1215.57 1073.29,1215.51 1073.71,1215.46 1074.14,1215.4 1074.56,1215.34 1074.99,1215.28 1075.42,1215.23 1075.84,1215.17 \n",
       "  1076.27,1215.11 1076.69,1215.05 1077.12,1215 1077.55,1214.94 1077.97,1214.88 1078.4,1214.82 1078.82,1214.77 1079.25,1214.71 1079.67,1214.65 1080.1,1214.59 \n",
       "  1080.53,1214.54 1080.95,1214.48 1081.38,1214.42 1081.8,1214.36 1082.23,1214.31 1082.66,1214.25 1083.08,1214.19 1083.51,1214.13 1083.93,1214.08 1084.36,1214.02 \n",
       "  1084.79,1213.96 1085.21,1213.9 1085.64,1213.85 1086.06,1213.79 1086.49,1213.73 1086.92,1213.67 1087.34,1213.62 1087.77,1213.56 1088.19,1213.5 1088.62,1213.44 \n",
       "  1089.05,1213.39 1089.47,1213.33 1089.9,1213.27 1090.32,1213.22 1090.75,1213.16 1091.17,1213.1 1091.6,1213.04 1092.03,1212.99 1092.45,1212.93 1092.88,1212.87 \n",
       "  1093.3,1212.82 1093.73,1212.76 1094.16,1212.7 1094.58,1212.64 1095.01,1212.59 1095.43,1212.53 1095.86,1212.47 1096.29,1212.42 1096.71,1212.36 1097.14,1212.3 \n",
       "  1097.56,1212.24 1097.99,1212.19 1098.42,1212.13 1098.84,1212.07 1099.27,1212.02 1099.69,1211.96 1100.12,1211.9 1100.55,1211.85 1100.97,1211.79 1101.4,1211.73 \n",
       "  1101.82,1211.68 1102.25,1211.62 1102.67,1211.56 1103.1,1211.5 1103.53,1211.45 1103.95,1211.39 1104.38,1211.33 1104.8,1211.28 1105.23,1211.22 1105.66,1211.16 \n",
       "  1106.08,1211.11 1106.51,1211.05 1106.93,1210.99 1107.36,1210.94 1107.79,1210.88 1108.21,1210.82 1108.64,1210.77 1109.06,1210.71 1109.49,1210.65 1109.92,1210.6 \n",
       "  1110.34,1210.54 1110.77,1210.48 1111.19,1210.43 1111.62,1210.37 1112.04,1210.31 1112.47,1210.26 1112.9,1210.2 1113.32,1210.14 1113.75,1210.09 1114.17,1210.03 \n",
       "  1114.6,1209.97 1115.03,1209.92 1115.45,1209.86 1115.88,1209.8 1116.3,1209.75 1116.73,1209.69 1117.16,1209.64 1117.58,1209.58 1118.01,1209.52 1118.43,1209.47 \n",
       "  1118.86,1209.41 1119.29,1209.35 1119.71,1209.3 1120.14,1209.24 1120.56,1209.18 1120.99,1209.13 1121.42,1209.07 1121.84,1209.01 1122.27,1208.96 1122.69,1208.9 \n",
       "  1123.12,1208.85 1123.54,1208.79 1123.97,1208.73 1124.4,1208.68 1124.82,1208.62 1125.25,1208.56 1125.67,1208.51 1126.1,1208.45 1126.53,1208.4 1126.95,1208.34 \n",
       "  1127.38,1208.28 1127.8,1208.23 1128.23,1208.17 1128.66,1208.12 1129.08,1208.06 1129.51,1208 1129.93,1207.95 1130.36,1207.89 1130.79,1207.83 1131.21,1207.78 \n",
       "  1131.64,1207.72 1132.06,1207.67 1132.49,1207.61 1132.92,1207.55 1133.34,1207.5 1133.77,1207.44 1134.19,1207.39 1134.62,1207.33 1135.04,1207.27 1135.47,1207.22 \n",
       "  1135.9,1207.16 1136.32,1207.11 1136.75,1207.05 1137.17,1206.99 1137.6,1206.94 1138.03,1206.88 1138.45,1206.83 1138.88,1206.77 1139.3,1206.72 1139.73,1206.66 \n",
       "  1140.16,1206.6 1140.58,1206.55 1141.01,1206.49 1141.43,1206.44 1141.86,1206.38 1142.29,1206.32 1142.71,1206.27 1143.14,1206.21 1143.56,1206.16 1143.99,1206.1 \n",
       "  1144.42,1206.05 1144.84,1205.99 1145.27,1205.93 1145.69,1205.88 1146.12,1205.82 1146.54,1205.77 1146.97,1205.71 1147.4,1205.66 1147.82,1205.6 1148.25,1205.55 \n",
       "  1148.67,1205.49 1149.1,1205.43 1149.53,1205.38 1149.95,1205.32 1150.38,1205.27 1150.8,1205.21 1151.23,1205.16 1151.66,1205.1 1152.08,1205.05 1152.51,1204.99 \n",
       "  1152.93,1204.93 1153.36,1204.88 1153.79,1204.82 1154.21,1204.77 1154.64,1204.71 1155.06,1204.66 1155.49,1204.6 1155.91,1204.55 1156.34,1204.49 1156.77,1204.44 \n",
       "  1157.19,1204.38 1157.62,1204.32 1158.04,1204.27 1158.47,1204.21 1158.9,1204.16 1159.32,1204.1 1159.75,1204.05 1160.17,1203.99 1160.6,1203.94 1161.03,1203.88 \n",
       "  1161.45,1203.83 1161.88,1203.77 1162.3,1203.72 1162.73,1203.66 1163.16,1203.61 1163.58,1203.55 1164.01,1203.5 1164.43,1203.44 1164.86,1203.39 1165.29,1203.33 \n",
       "  1165.71,1203.28 1166.14,1203.22 1166.56,1203.16 1166.99,1203.11 1167.41,1203.05 1167.84,1203 1168.27,1202.94 1168.69,1202.89 1169.12,1202.83 1169.54,1202.78 \n",
       "  1169.97,1202.72 1170.4,1202.67 1170.82,1202.61 1171.25,1202.56 1171.67,1202.5 1172.1,1202.45 1172.53,1202.39 1172.95,1202.34 1173.38,1202.28 1173.8,1202.23 \n",
       "  1174.23,1202.17 1174.66,1202.12 1175.08,1202.06 1175.51,1202.01 1175.93,1201.95 1176.36,1201.9 1176.79,1201.84 1177.21,1201.79 1177.64,1201.74 1178.06,1201.68 \n",
       "  1178.49,1201.63 1178.91,1201.57 1179.34,1201.52 1179.77,1201.46 1180.19,1201.41 1180.62,1201.35 1181.04,1201.3 1181.47,1201.24 1181.9,1201.19 1182.32,1201.13 \n",
       "  1182.75,1201.08 1183.17,1201.02 1183.6,1200.97 1184.03,1200.91 1184.45,1200.86 1184.88,1200.8 1185.3,1200.75 1185.73,1200.69 1186.16,1200.64 1186.58,1200.59 \n",
       "  1187.01,1200.53 1187.43,1200.48 1187.86,1200.42 1188.29,1200.37 1188.71,1200.31 1189.14,1200.26 1189.56,1200.2 1189.99,1200.15 1190.41,1200.09 1190.84,1200.04 \n",
       "  1191.27,1199.99 1191.69,1199.93 1192.12,1199.88 1192.54,1199.82 1192.97,1199.77 1193.4,1199.71 1193.82,1199.66 1194.25,1199.6 1194.67,1199.55 1195.1,1199.5 \n",
       "  1195.53,1199.44 1195.95,1199.39 1196.38,1199.33 1196.8,1199.28 1197.23,1199.22 1197.66,1199.17 1198.08,1199.11 1198.51,1199.06 1198.93,1199.01 1199.36,1198.95 \n",
       "  1199.78,1198.9 1200.21,1198.84 1200.64,1198.79 1201.06,1198.73 1201.49,1198.68 1201.91,1198.63 1202.34,1198.57 1202.77,1198.52 1203.19,1198.46 1203.62,1198.41 \n",
       "  1204.04,1198.35 1204.47,1198.3 1204.9,1198.25 1205.32,1198.19 1205.75,1198.14 1206.17,1198.08 1206.6,1198.03 1207.03,1197.98 1207.45,1197.92 1207.88,1197.87 \n",
       "  1208.3,1197.81 1208.73,1197.76 1209.16,1197.71 1209.58,1197.65 1210.01,1197.6 1210.43,1197.54 1210.86,1197.49 1211.28,1197.44 1211.71,1197.38 1212.14,1197.33 \n",
       "  1212.56,1197.27 1212.99,1197.22 1213.41,1197.17 1213.84,1197.11 1214.27,1197.06 1214.69,1197 1215.12,1196.95 1215.54,1196.9 1215.97,1196.84 1216.4,1196.79 \n",
       "  1216.82,1196.73 1217.25,1196.68 1217.67,1196.63 1218.1,1196.57 1218.53,1196.52 1218.95,1196.46 1219.38,1196.41 1219.8,1196.36 1220.23,1196.3 1220.66,1196.25 \n",
       "  1221.08,1196.2 1221.51,1196.14 1221.93,1196.09 1222.36,1196.03 1222.78,1195.98 1223.21,1195.93 1223.64,1195.87 1224.06,1195.82 1224.49,1195.77 1224.91,1195.71 \n",
       "  1225.34,1195.66 1225.77,1195.6 1226.19,1195.55 1226.62,1195.5 1227.04,1195.44 1227.47,1195.39 1227.9,1195.34 1228.32,1195.28 1228.75,1195.23 1229.17,1195.17 \n",
       "  1229.6,1195.12 1230.03,1195.07 1230.45,1195.01 1230.88,1194.96 1231.3,1194.91 1231.73,1194.85 1232.16,1194.8 1232.58,1194.75 1233.01,1194.69 1233.43,1194.64 \n",
       "  1233.86,1194.59 1234.28,1194.53 1234.71,1194.48 1235.14,1194.43 1235.56,1194.37 1235.99,1194.32 1236.41,1194.26 1236.84,1194.21 1237.27,1194.16 1237.69,1194.1 \n",
       "  1238.12,1194.05 1238.54,1194 1238.97,1193.94 1239.4,1193.89 1239.82,1193.84 1240.25,1193.78 1240.67,1193.73 1241.1,1193.68 1241.53,1193.62 1241.95,1193.57 \n",
       "  1242.38,1193.52 1242.8,1193.46 1243.23,1193.41 1243.65,1193.36 1244.08,1193.3 1244.51,1193.25 1244.93,1193.2 1245.36,1193.14 1245.78,1193.09 1246.21,1193.04 \n",
       "  1246.64,1192.99 1247.06,1192.93 1247.49,1192.88 1247.91,1192.83 1248.34,1192.77 1248.77,1192.72 1249.19,1192.67 1249.62,1192.61 1250.04,1192.56 1250.47,1192.51 \n",
       "  1250.9,1192.45 1251.32,1192.4 1251.75,1192.35 1252.17,1192.29 1252.6,1192.24 1253.03,1192.19 1253.45,1192.13 1253.88,1192.08 1254.3,1192.03 1254.73,1191.98 \n",
       "  1255.15,1191.92 1255.58,1191.87 1256.01,1191.82 1256.43,1191.76 1256.86,1191.71 1257.28,1191.66 1257.71,1191.6 1258.14,1191.55 1258.56,1191.5 1258.99,1191.45 \n",
       "  1259.41,1191.39 1259.84,1191.34 1260.27,1191.29 1260.69,1191.23 1261.12,1191.18 1261.54,1191.13 1261.97,1191.08 1262.4,1191.02 1262.82,1190.97 1263.25,1190.92 \n",
       "  1263.67,1190.86 1264.1,1190.81 1264.53,1190.76 1264.95,1190.71 1265.38,1190.65 1265.8,1190.6 1266.23,1190.55 1266.65,1190.49 1267.08,1190.44 1267.51,1190.39 \n",
       "  1267.93,1190.34 1268.36,1190.28 1268.78,1190.23 1269.21,1190.18 1269.64,1190.13 1270.06,1190.07 1270.49,1190.02 1270.91,1189.97 1271.34,1189.91 1271.77,1189.86 \n",
       "  1272.19,1189.81 1272.62,1189.76 1273.04,1189.7 1273.47,1189.65 1273.9,1189.6 1274.32,1189.55 1274.75,1189.49 1275.17,1189.44 1275.6,1189.39 1276.02,1189.34 \n",
       "  1276.45,1189.28 1276.88,1189.23 1277.3,1189.18 1277.73,1189.13 1278.15,1189.07 1278.58,1189.02 1279.01,1188.97 1279.43,1188.92 1279.86,1188.86 1280.28,1188.81 \n",
       "  1280.71,1188.76 1281.14,1188.71 1281.56,1188.65 1281.99,1188.6 1282.41,1188.55 1282.84,1188.5 1283.27,1188.44 1283.69,1188.39 1284.12,1188.34 1284.54,1188.29 \n",
       "  1284.97,1188.23 1285.4,1188.18 1285.82,1188.13 1286.25,1188.08 1286.67,1188.02 1287.1,1187.97 1287.52,1187.92 1287.95,1187.87 1288.38,1187.81 1288.8,1187.76 \n",
       "  1289.23,1187.71 1289.65,1187.66 1290.08,1187.61 1290.51,1187.55 1290.93,1187.5 1291.36,1187.45 1291.78,1187.4 1292.21,1187.34 1292.64,1187.29 1293.06,1187.24 \n",
       "  1293.49,1187.19 1293.91,1187.14 1294.34,1187.08 1294.77,1187.03 1295.19,1186.98 1295.62,1186.93 1296.04,1186.87 1296.47,1186.82 1296.9,1186.77 1297.32,1186.72 \n",
       "  1297.75,1186.67 1298.17,1186.61 1298.6,1186.56 1299.02,1186.51 1299.45,1186.46 1299.88,1186.41 1300.3,1186.35 1300.73,1186.3 1301.15,1186.25 1301.58,1186.2 \n",
       "  1302.01,1186.15 1302.43,1186.09 1302.86,1186.04 1303.28,1185.99 1303.71,1185.94 1304.14,1185.89 1304.56,1185.83 1304.99,1185.78 1305.41,1185.73 1305.84,1185.68 \n",
       "  1306.27,1185.63 1306.69,1185.57 1307.12,1185.52 1307.54,1185.47 1307.97,1185.42 1308.4,1185.37 1308.82,1185.31 1309.25,1185.26 1309.67,1185.21 1310.1,1185.16 \n",
       "  1310.52,1185.11 1310.95,1185.05 1311.38,1185 1311.8,1184.95 1312.23,1184.9 1312.65,1184.85 1313.08,1184.8 1313.51,1184.74 1313.93,1184.69 1314.36,1184.64 \n",
       "  1314.78,1184.59 1315.21,1184.54 1315.64,1184.48 1316.06,1184.43 1316.49,1184.38 1316.91,1184.33 1317.34,1184.28 1317.77,1184.23 1318.19,1184.17 1318.62,1184.12 \n",
       "  1319.04,1184.07 1319.47,1184.02 1319.89,1183.97 1320.32,1183.92 1320.75,1183.86 1321.17,1183.81 1321.6,1183.76 1322.02,1183.71 1322.45,1183.66 1322.88,1183.61 \n",
       "  1323.3,1183.55 1323.73,1183.5 1324.15,1183.45 1324.58,1183.4 1325.01,1183.35 1325.43,1183.3 1325.86,1183.24 1326.28,1183.19 1326.71,1183.14 1327.14,1183.09 \n",
       "  1327.56,1183.04 1327.99,1182.99 1328.41,1182.94 1328.84,1182.88 1329.27,1182.83 1329.69,1182.78 1330.12,1182.73 1330.54,1182.68 1330.97,1182.63 1331.39,1182.58 \n",
       "  1331.82,1182.52 1332.25,1182.47 1332.67,1182.42 1333.1,1182.37 1333.52,1182.32 1333.95,1182.27 1334.38,1182.22 1334.8,1182.16 1335.23,1182.11 1335.65,1182.06 \n",
       "  1336.08,1182.01 1336.51,1181.96 1336.93,1181.91 1337.36,1181.86 1337.78,1181.8 1338.21,1181.75 1338.64,1181.7 1339.06,1181.65 1339.49,1181.6 1339.91,1181.55 \n",
       "  1340.34,1181.5 1340.77,1181.45 1341.19,1181.39 1341.62,1181.34 1342.04,1181.29 1342.47,1181.24 1342.89,1181.19 1343.32,1181.14 1343.75,1181.09 1344.17,1181.04 \n",
       "  1344.6,1180.98 1345.02,1180.93 1345.45,1180.88 1345.88,1180.83 1346.3,1180.78 1346.73,1180.73 1347.15,1180.68 1347.58,1180.63 1348.01,1180.57 1348.43,1180.52 \n",
       "  1348.86,1180.47 1349.28,1180.42 1349.71,1180.37 1350.14,1180.32 1350.56,1180.27 1350.99,1180.22 1351.41,1180.17 1351.84,1180.12 1352.27,1180.06 1352.69,1180.01 \n",
       "  1353.12,1179.96 1353.54,1179.91 1353.97,1179.86 1354.39,1179.81 1354.82,1179.76 1355.25,1179.71 1355.67,1179.66 1356.1,1179.6 1356.52,1179.55 1356.95,1179.5 \n",
       "  1357.38,1179.45 1357.8,1179.4 1358.23,1179.35 1358.65,1179.3 1359.08,1179.25 1359.51,1179.2 1359.93,1179.15 1360.36,1179.1 1360.78,1179.04 1361.21,1178.99 \n",
       "  1361.64,1178.94 1362.06,1178.89 1362.49,1178.84 1362.91,1178.79 1363.34,1178.74 1363.76,1178.69 1364.19,1178.64 1364.62,1178.59 1365.04,1178.54 1365.47,1178.49 \n",
       "  1365.89,1178.43 1366.32,1178.38 1366.75,1178.33 1367.17,1178.28 1367.6,1178.23 1368.02,1178.18 1368.45,1178.13 1368.88,1178.08 1369.3,1178.03 1369.73,1177.98 \n",
       "  1370.15,1177.93 1370.58,1177.88 1371.01,1177.83 1371.43,1177.77 1371.86,1177.72 1372.28,1177.67 1372.71,1177.62 1373.14,1177.57 1373.56,1177.52 1373.99,1177.47 \n",
       "  1374.41,1177.42 1374.84,1177.37 1375.26,1177.32 1375.69,1177.27 1376.12,1177.22 1376.54,1177.17 1376.97,1177.12 1377.39,1177.07 1377.82,1177.02 1378.25,1176.96 \n",
       "  1378.67,1176.91 1379.1,1176.86 1379.52,1176.81 1379.95,1176.76 1380.38,1176.71 1380.8,1176.66 1381.23,1176.61 1381.65,1176.56 1382.08,1176.51 1382.51,1176.46 \n",
       "  1382.93,1176.41 1383.36,1176.36 1383.78,1176.31 1384.21,1176.26 1384.64,1176.21 1385.06,1176.16 1385.49,1176.11 1385.91,1176.06 1386.34,1176.01 1386.76,1175.95 \n",
       "  1387.19,1175.9 1387.62,1175.85 1388.04,1175.8 1388.47,1175.75 1388.89,1175.7 1389.32,1175.65 1389.75,1175.6 1390.17,1175.55 1390.6,1175.5 1391.02,1175.45 \n",
       "  1391.45,1175.4 1391.88,1175.35 1392.3,1175.3 1392.73,1175.25 1393.15,1175.2 1393.58,1175.15 1394.01,1175.1 1394.43,1175.05 1394.86,1175 1395.28,1174.95 \n",
       "  1395.71,1174.9 1396.13,1174.85 1396.56,1174.8 1396.99,1174.75 1397.41,1174.7 1397.84,1174.65 1398.26,1174.6 1398.69,1174.55 1399.12,1174.5 1399.54,1174.45 \n",
       "  1399.97,1174.4 1400.39,1174.35 1400.82,1174.29 1401.25,1174.24 1401.67,1174.19 1402.1,1174.14 1402.52,1174.09 1402.95,1174.04 1403.38,1173.99 1403.8,1173.94 \n",
       "  1404.23,1173.89 1404.65,1173.84 1405.08,1173.79 1405.51,1173.74 1405.93,1173.69 1406.36,1173.64 1406.78,1173.59 1407.21,1173.54 1407.63,1173.49 1408.06,1173.44 \n",
       "  1408.49,1173.39 1408.91,1173.34 1409.34,1173.29 1409.76,1173.24 1410.19,1173.19 1410.62,1173.14 1411.04,1173.09 1411.47,1173.04 1411.89,1172.99 1412.32,1172.94 \n",
       "  1412.75,1172.89 1413.17,1172.84 1413.6,1172.79 1414.02,1172.74 1414.45,1172.69 1414.88,1172.64 1415.3,1172.59 1415.73,1172.54 1416.15,1172.49 1416.58,1172.44 \n",
       "  1417.01,1172.39 1417.43,1172.34 1417.86,1172.29 1418.28,1172.24 1418.71,1172.19 1419.13,1172.14 1419.56,1172.09 1419.99,1172.04 1420.41,1171.99 1420.84,1171.94 \n",
       "  1421.26,1171.9 1421.69,1171.85 1422.12,1171.8 1422.54,1171.75 1422.97,1171.7 1423.39,1171.65 1423.82,1171.6 1424.25,1171.55 1424.67,1171.5 1425.1,1171.45 \n",
       "  1425.52,1171.4 1425.95,1171.35 1426.38,1171.3 1426.8,1171.25 1427.23,1171.2 1427.65,1171.15 1428.08,1171.1 1428.51,1171.05 1428.93,1171 1429.36,1170.95 \n",
       "  1429.78,1170.9 1430.21,1170.85 1430.63,1170.8 1431.06,1170.75 1431.49,1170.7 1431.91,1170.65 1432.34,1170.6 1432.76,1170.55 1433.19,1170.5 1433.62,1170.45 \n",
       "  1434.04,1170.4 1434.47,1170.35 1434.89,1170.3 1435.32,1170.25 1435.75,1170.21 1436.17,1170.16 1436.6,1170.11 1437.02,1170.06 1437.45,1170.01 1437.88,1169.96 \n",
       "  1438.3,1169.91 1438.73,1169.86 1439.15,1169.81 1439.58,1169.76 1440,1169.71 1440.43,1169.66 1440.86,1169.61 1441.28,1169.56 1441.71,1169.51 1442.13,1169.46 \n",
       "  1442.56,1169.41 1442.99,1169.36 1443.41,1169.31 1443.84,1169.26 1444.26,1169.22 1444.69,1169.17 1445.12,1169.12 1445.54,1169.07 1445.97,1169.02 1446.39,1168.97 \n",
       "  1446.82,1168.92 1447.25,1168.87 1447.67,1168.82 1448.1,1168.77 1448.52,1168.72 1448.95,1168.67 1449.38,1168.62 1449.8,1168.57 1450.23,1168.52 1450.65,1168.47 \n",
       "  1451.08,1168.42 1451.5,1168.38 1451.93,1168.33 1452.36,1168.28 1452.78,1168.23 1453.21,1168.18 1453.63,1168.13 1454.06,1168.08 1454.49,1168.03 1454.91,1167.98 \n",
       "  1455.34,1167.93 1455.76,1167.88 1456.19,1167.83 1456.62,1167.78 1457.04,1167.73 1457.47,1167.69 1457.89,1167.64 1458.32,1167.59 1458.75,1167.54 1459.17,1167.49 \n",
       "  1459.6,1167.44 1460.02,1167.39 1460.45,1167.34 1460.88,1167.29 1461.3,1167.24 1461.73,1167.19 1462.15,1167.14 1462.58,1167.1 1463,1167.05 1463.43,1167 \n",
       "  1463.86,1166.95 1464.28,1166.9 1464.71,1166.85 1465.13,1166.8 1465.56,1166.75 1465.99,1166.7 1466.41,1166.65 1466.84,1166.6 1467.26,1166.56 1467.69,1166.51 \n",
       "  1468.12,1166.46 1468.54,1166.41 1468.97,1166.36 1469.39,1166.31 1469.82,1166.26 1470.25,1166.21 1470.67,1166.16 1471.1,1166.11 1471.52,1166.06 1471.95,1166.02 \n",
       "  1472.38,1165.97 1472.8,1165.92 1473.23,1165.87 1473.65,1165.82 1474.08,1165.77 1474.5,1165.72 1474.93,1165.67 1475.36,1165.62 1475.78,1165.58 1476.21,1165.53 \n",
       "  1476.63,1165.48 1477.06,1165.43 1477.49,1165.38 1477.91,1165.33 1478.34,1165.28 1478.76,1165.23 1479.19,1165.18 1479.62,1165.14 1480.04,1165.09 1480.47,1165.04 \n",
       "  1480.89,1164.99 1481.32,1164.94 1481.75,1164.89 1482.17,1164.84 1482.6,1164.79 1483.02,1164.74 1483.45,1164.7 1483.87,1164.65 1484.3,1164.6 1484.73,1164.55 \n",
       "  1485.15,1164.5 1485.58,1164.45 1486,1164.4 1486.43,1164.35 1486.86,1164.31 1487.28,1164.26 1487.71,1164.21 1488.13,1164.16 1488.56,1164.11 1488.99,1164.06 \n",
       "  1489.41,1164.01 1489.84,1163.96 1490.26,1163.92 1490.69,1163.87 1491.12,1163.82 1491.54,1163.77 1491.97,1163.72 1492.39,1163.67 1492.82,1163.62 1493.25,1163.57 \n",
       "  1493.67,1163.53 1494.1,1163.48 1494.52,1163.43 1494.95,1163.38 1495.37,1163.33 1495.8,1163.28 1496.23,1163.23 1496.65,1163.19 1497.08,1163.14 1497.5,1163.09 \n",
       "  1497.93,1163.04 1498.36,1162.99 1498.78,1162.94 1499.21,1162.89 1499.63,1162.84 1500.06,1162.8 1500.49,1162.75 1500.91,1162.7 1501.34,1162.65 1501.76,1162.6 \n",
       "  1502.19,1162.55 1502.62,1162.51 1503.04,1162.46 1503.47,1162.41 1503.89,1162.36 1504.32,1162.31 1504.75,1162.26 1505.17,1162.21 1505.6,1162.17 1506.02,1162.12 \n",
       "  1506.45,1162.07 1506.87,1162.02 1507.3,1161.97 1507.73,1161.92 1508.15,1161.87 1508.58,1161.83 1509,1161.78 1509.43,1161.73 1509.86,1161.68 1510.28,1161.63 \n",
       "  1510.71,1161.58 1511.13,1161.54 1511.56,1161.49 1511.99,1161.44 1512.41,1161.39 1512.84,1161.34 1513.26,1161.29 1513.69,1161.25 1514.12,1161.2 1514.54,1161.15 \n",
       "  1514.97,1161.1 1515.39,1161.05 1515.82,1161 1516.25,1160.96 1516.67,1160.91 1517.1,1160.86 1517.52,1160.81 1517.95,1160.76 1518.37,1160.71 1518.8,1160.67 \n",
       "  1519.23,1160.62 1519.65,1160.57 1520.08,1160.52 1520.5,1160.47 1520.93,1160.42 1521.36,1160.38 1521.78,1160.33 1522.21,1160.28 1522.63,1160.23 1523.06,1160.18 \n",
       "  1523.49,1160.13 1523.91,1160.09 1524.34,1160.04 1524.76,1159.99 1525.19,1159.94 1525.62,1159.89 1526.04,1159.85 1526.47,1159.8 1526.89,1159.75 1527.32,1159.7 \n",
       "  1527.74,1159.65 1528.17,1159.6 1528.6,1159.56 1529.02,1159.51 1529.45,1159.46 1529.87,1159.41 1530.3,1159.36 1530.73,1159.32 1531.15,1159.27 1531.58,1159.22 \n",
       "  1532,1159.17 1532.43,1159.12 1532.86,1159.08 1533.28,1159.03 1533.71,1158.98 1534.13,1158.93 1534.56,1158.88 1534.99,1158.84 1535.41,1158.79 1535.84,1158.74 \n",
       "  1536.26,1158.69 1536.69,1158.64 1537.12,1158.59 1537.54,1158.55 1537.97,1158.5 1538.39,1158.45 1538.82,1158.4 1539.24,1158.35 1539.67,1158.31 1540.1,1158.26 \n",
       "  1540.52,1158.21 1540.95,1158.16 1541.37,1158.12 1541.8,1158.07 1542.23,1158.02 1542.65,1157.97 1543.08,1157.92 1543.5,1157.88 1543.93,1157.83 1544.36,1157.78 \n",
       "  1544.78,1157.73 1545.21,1157.68 1545.63,1157.64 1546.06,1157.59 1546.49,1157.54 1546.91,1157.49 1547.34,1157.44 1547.76,1157.4 1548.19,1157.35 1548.62,1157.3 \n",
       "  1549.04,1157.25 1549.47,1157.2 1549.89,1157.16 1550.32,1157.11 1550.74,1157.06 1551.17,1157.01 1551.6,1156.97 1552.02,1156.92 1552.45,1156.87 1552.87,1156.82 \n",
       "  1553.3,1156.77 1553.73,1156.73 1554.15,1156.68 1554.58,1156.63 1555,1156.58 1555.43,1156.54 1555.86,1156.49 1556.28,1156.44 1556.71,1156.39 1557.13,1156.34 \n",
       "  1557.56,1156.3 1557.99,1156.25 1558.41,1156.2 1558.84,1156.15 1559.26,1156.11 1559.69,1156.06 1560.11,1156.01 1560.54,1155.96 1560.97,1155.92 1561.39,1155.87 \n",
       "  1561.82,1155.82 1562.24,1155.77 1562.67,1155.72 1563.1,1155.68 1563.52,1155.63 1563.95,1155.58 1564.37,1155.53 1564.8,1155.49 1565.23,1155.44 1565.65,1155.39 \n",
       "  1566.08,1155.34 1566.5,1155.3 1566.93,1155.25 1567.36,1155.2 1567.78,1155.15 1568.21,1155.11 1568.63,1155.06 1569.06,1155.01 1569.49,1154.96 1569.91,1154.91 \n",
       "  1570.34,1154.87 1570.76,1154.82 1571.19,1154.77 1571.61,1154.72 1572.04,1154.68 1572.47,1154.63 1572.89,1154.58 1573.32,1154.53 1573.74,1154.49 1574.17,1154.44 \n",
       "  1574.6,1154.39 1575.02,1154.34 1575.45,1154.3 1575.87,1154.25 1576.3,1154.2 1576.73,1154.15 1577.15,1154.11 1577.58,1154.06 1578,1154.01 1578.43,1153.96 \n",
       "  1578.86,1153.92 1579.28,1153.87 1579.71,1153.82 1580.13,1153.78 1580.56,1153.73 1580.99,1153.68 1581.41,1153.63 1581.84,1153.59 1582.26,1153.54 1582.69,1153.49 \n",
       "  1583.11,1153.44 1583.54,1153.4 1583.97,1153.35 1584.39,1153.3 1584.82,1153.25 1585.24,1153.21 1585.67,1153.16 1586.1,1153.11 1586.52,1153.06 1586.95,1153.02 \n",
       "  1587.37,1152.97 1587.8,1152.92 1588.23,1152.88 1588.65,1152.83 1589.08,1152.78 1589.5,1152.73 1589.93,1152.69 1590.36,1152.64 1590.78,1152.59 1591.21,1152.54 \n",
       "  1591.63,1152.5 1592.06,1152.45 1592.49,1152.4 1592.91,1152.35 1593.34,1152.31 1593.76,1152.26 1594.19,1152.21 1594.61,1152.17 1595.04,1152.12 1595.47,1152.07 \n",
       "  1595.89,1152.02 1596.32,1151.98 1596.74,1151.93 1597.17,1151.88 1597.6,1151.84 1598.02,1151.79 1598.45,1151.74 1598.87,1151.69 1599.3,1151.65 1599.73,1151.6 \n",
       "  1600.15,1151.55 1600.58,1151.51 1601,1151.46 1601.43,1151.41 1601.86,1151.36 1602.28,1151.32 1602.71,1151.27 1603.13,1151.22 1603.56,1151.18 1603.98,1151.13 \n",
       "  1604.41,1151.08 1604.84,1151.03 1605.26,1150.99 1605.69,1150.94 1606.11,1150.89 1606.54,1150.85 1606.97,1150.8 1607.39,1150.75 1607.82,1150.7 1608.24,1150.66 \n",
       "  1608.67,1150.61 1609.1,1150.56 1609.52,1150.52 1609.95,1150.47 1610.37,1150.42 1610.8,1150.38 1611.23,1150.33 1611.65,1150.28 1612.08,1150.23 1612.5,1150.19 \n",
       "  1612.93,1150.14 1613.36,1150.09 1613.78,1150.05 1614.21,1150 1614.63,1149.95 1615.06,1149.91 1615.48,1149.86 1615.91,1149.81 1616.34,1149.76 1616.76,1149.72 \n",
       "  1617.19,1149.67 1617.61,1149.62 1618.04,1149.58 1618.47,1149.53 1618.89,1149.48 1619.32,1149.44 1619.74,1149.39 1620.17,1149.34 1620.6,1149.29 1621.02,1149.25 \n",
       "  1621.45,1149.2 1621.87,1149.15 1622.3,1149.11 1622.73,1149.06 1623.15,1149.01 1623.58,1148.97 1624,1148.92 1624.43,1148.87 1624.86,1148.83 1625.28,1148.78 \n",
       "  1625.71,1148.73 1626.13,1148.69 1626.56,1148.64 1626.98,1148.59 1627.41,1148.55 1627.84,1148.5 1628.26,1148.45 1628.69,1148.4 1629.11,1148.36 1629.54,1148.31 \n",
       "  1629.97,1148.26 1630.39,1148.22 1630.82,1148.17 1631.24,1148.12 1631.67,1148.08 1632.1,1148.03 1632.52,1147.98 1632.95,1147.94 1633.37,1147.89 1633.8,1147.84 \n",
       "  1634.23,1147.8 1634.65,1147.75 1635.08,1147.7 1635.5,1147.66 1635.93,1147.61 1636.36,1147.56 1636.78,1147.52 1637.21,1147.47 1637.63,1147.42 1638.06,1147.38 \n",
       "  1638.48,1147.33 1638.91,1147.28 1639.34,1147.24 1639.76,1147.19 1640.19,1147.14 1640.61,1147.1 1641.04,1147.05 1641.47,1147 1641.89,1146.96 1642.32,1146.91 \n",
       "  1642.74,1146.86 1643.17,1146.82 1643.6,1146.77 1644.02,1146.72 1644.45,1146.68 1644.87,1146.63 1645.3,1146.58 1645.73,1146.54 1646.15,1146.49 1646.58,1146.44 \n",
       "  1647,1146.4 1647.43,1146.35 1647.85,1146.3 1648.28,1146.26 1648.71,1146.21 1649.13,1146.16 1649.56,1146.12 1649.98,1146.07 1650.41,1146.03 1650.84,1145.98 \n",
       "  1651.26,1145.93 1651.69,1145.89 1652.11,1145.84 1652.54,1145.79 1652.97,1145.75 1653.39,1145.7 1653.82,1145.65 1654.24,1145.61 1654.67,1145.56 1655.1,1145.51 \n",
       "  1655.52,1145.47 1655.95,1145.42 1656.37,1145.37 1656.8,1145.33 1657.23,1145.28 1657.65,1145.24 1658.08,1145.19 1658.5,1145.14 1658.93,1145.1 1659.35,1145.05 \n",
       "  1659.78,1145 1660.21,1144.96 1660.63,1144.91 1661.06,1144.86 1661.48,1144.82 1661.91,1144.77 1662.34,1144.72 1662.76,1144.68 1663.19,1144.63 1663.61,1144.59 \n",
       "  1664.04,1144.54 1664.47,1144.49 1664.89,1144.45 1665.32,1144.4 1665.74,1144.35 1666.17,1144.31 1666.6,1144.26 1667.02,1144.21 1667.45,1144.17 1667.87,1144.12 \n",
       "  1668.3,1144.08 1668.73,1144.03 1669.15,1143.98 1669.58,1143.94 1670,1143.89 1670.43,1143.84 1670.85,1143.8 1671.28,1143.75 1671.71,1143.71 1672.13,1143.66 \n",
       "  1672.56,1143.61 1672.98,1143.57 1673.41,1143.52 1673.84,1143.47 1674.26,1143.43 1674.69,1143.38 1675.11,1143.34 1675.54,1143.29 1675.97,1143.24 1676.39,1143.2 \n",
       "  1676.82,1143.15 1677.24,1143.1 1677.67,1143.06 1678.1,1143.01 1678.52,1142.97 1678.95,1142.92 1679.37,1142.87 1679.8,1142.83 1680.22,1142.78 1680.65,1142.73 \n",
       "  1681.08,1142.69 1681.5,1142.64 1681.93,1142.6 1682.35,1142.55 1682.78,1142.5 1683.21,1142.46 1683.63,1142.41 1684.06,1142.37 1684.48,1142.32 1684.91,1142.27 \n",
       "  1685.34,1142.23 1685.76,1142.18 1686.19,1142.14 1686.61,1142.09 1687.04,1142.04 1687.47,1142 1687.89,1141.95 1688.32,1141.9 1688.74,1141.86 1689.17,1141.81 \n",
       "  1689.6,1141.77 1690.02,1141.72 1690.45,1141.67 1690.87,1141.63 1691.3,1141.58 1691.72,1141.54 1692.15,1141.49 1692.58,1141.44 1693,1141.4 1693.43,1141.35 \n",
       "  1693.85,1141.31 1694.28,1141.26 1694.71,1141.21 1695.13,1141.17 1695.56,1141.12 1695.98,1141.08 1696.41,1141.03 1696.84,1140.98 1697.26,1140.94 1697.69,1140.89 \n",
       "  1698.11,1140.85 1698.54,1140.8 1698.97,1140.75 1699.39,1140.71 1699.82,1140.66 1700.24,1140.62 1700.67,1140.57 1701.1,1140.52 1701.52,1140.48 1701.95,1140.43 \n",
       "  1702.37,1140.39 1702.8,1140.34 1703.22,1140.3 1703.65,1140.25 1704.08,1140.2 1704.5,1140.16 1704.93,1140.11 1705.35,1140.07 1705.78,1140.02 1706.21,1139.97 \n",
       "  1706.63,1139.93 1707.06,1139.88 1707.48,1139.84 1707.91,1139.79 1708.34,1139.74 1708.76,1139.7 1709.19,1139.65 1709.61,1139.61 1710.04,1139.56 1710.47,1139.52 \n",
       "  1710.89,1139.47 1711.32,1139.42 1711.74,1139.38 1712.17,1139.33 1712.6,1139.29 1713.02,1139.24 1713.45,1139.2 1713.87,1139.15 1714.3,1139.1 1714.72,1139.06 \n",
       "  1715.15,1139.01 1715.58,1138.97 1716,1138.92 1716.43,1138.87 1716.85,1138.83 1717.28,1138.78 1717.71,1138.74 1718.13,1138.69 1718.56,1138.65 1718.98,1138.6 \n",
       "  1719.41,1138.55 1719.84,1138.51 1720.26,1138.46 1720.69,1138.42 1721.11,1138.37 1721.54,1138.33 1721.97,1138.28 1722.39,1138.23 1722.82,1138.19 1723.24,1138.14 \n",
       "  1723.67,1138.1 1724.09,1138.05 1724.52,1138.01 1724.95,1137.96 1725.37,1137.91 1725.8,1137.87 1726.22,1137.82 1726.65,1137.78 1727.08,1137.73 1727.5,1137.69 \n",
       "  1727.93,1137.64 1728.35,1137.6 1728.78,1137.55 1729.21,1137.5 1729.63,1137.46 1730.06,1137.41 1730.48,1137.37 1730.91,1137.32 1731.34,1137.28 1731.76,1137.23 \n",
       "  1732.19,1137.19 1732.61,1137.14 1733.04,1137.09 1733.47,1137.05 1733.89,1137 1734.32,1136.96 1734.74,1136.91 1735.17,1136.87 1735.59,1136.82 1736.02,1136.78 \n",
       "  1736.45,1136.73 1736.87,1136.68 1737.3,1136.64 1737.72,1136.59 1738.15,1136.55 1738.58,1136.5 1739,1136.46 1739.43,1136.41 1739.85,1136.37 1740.28,1136.32 \n",
       "  1740.71,1136.27 1741.13,1136.23 1741.56,1136.18 1741.98,1136.14 1742.41,1136.09 1742.84,1136.05 1743.26,1136 1743.69,1135.96 1744.11,1135.91 1744.54,1135.87 \n",
       "  1744.97,1135.82 1745.39,1135.77 1745.82,1135.73 1746.24,1135.68 1746.67,1135.64 1747.09,1135.59 1747.52,1135.55 1747.95,1135.5 1748.37,1135.46 1748.8,1135.41 \n",
       "  1749.22,1135.37 1749.65,1135.32 1750.08,1135.27 1750.5,1135.23 1750.93,1135.18 1751.35,1135.14 1751.78,1135.09 1752.21,1135.05 1752.63,1135 1753.06,1134.96 \n",
       "  1753.48,1134.91 1753.91,1134.87 1754.34,1134.82 1754.76,1134.78 1755.19,1134.73 1755.61,1134.69 1756.04,1134.64 1756.47,1134.59 1756.89,1134.55 1757.32,1134.5 \n",
       "  1757.74,1134.46 1758.17,1134.41 1758.59,1134.37 1759.02,1134.32 1759.45,1134.28 1759.87,1134.23 1760.3,1134.19 1760.72,1134.14 1761.15,1134.1 1761.58,1134.05 \n",
       "  1762,1134.01 1762.43,1133.96 1762.85,1133.92 1763.28,1133.87 1763.71,1133.83 1764.13,1133.78 1764.56,1133.73 1764.98,1133.69 1765.41,1133.64 1765.84,1133.6 \n",
       "  1766.26,1133.55 1766.69,1133.51 1767.11,1133.46 1767.54,1133.42 1767.96,1133.37 1768.39,1133.33 1768.82,1133.28 1769.24,1133.24 1769.67,1133.19 1770.09,1133.15 \n",
       "  1770.52,1133.1 1770.95,1133.06 1771.37,1133.01 1771.8,1132.97 1772.22,1132.92 1772.65,1132.88 1773.08,1132.83 1773.5,1132.79 1773.93,1132.74 1774.35,1132.7 \n",
       "  1774.78,1132.65 1775.21,1132.61 1775.63,1132.56 1776.06,1132.52 1776.48,1132.47 1776.91,1132.42 1777.34,1132.38 1777.76,1132.33 1778.19,1132.29 1778.61,1132.24 \n",
       "  1779.04,1132.2 1779.46,1132.15 1779.89,1132.11 1780.32,1132.06 1780.74,1132.02 1781.17,1131.97 1781.59,1131.93 1782.02,1131.88 1782.45,1131.84 1782.87,1131.79 \n",
       "  1783.3,1131.75 1783.72,1131.7 1784.15,1131.66 1784.58,1131.61 1785,1131.57 1785.43,1131.52 1785.85,1131.48 1786.28,1131.43 1786.71,1131.39 1787.13,1131.34 \n",
       "  1787.56,1131.3 1787.98,1131.25 1788.41,1131.21 1788.84,1131.16 1789.26,1131.12 1789.69,1131.07 1790.11,1131.03 1790.54,1130.98 1790.96,1130.94 1791.39,1130.89 \n",
       "  1791.82,1130.85 1792.24,1130.8 1792.67,1130.76 1793.09,1130.71 1793.52,1130.67 1793.95,1130.62 1794.37,1130.58 1794.8,1130.53 1795.22,1130.49 1795.65,1130.44 \n",
       "  1796.08,1130.4 1796.5,1130.36 1796.93,1130.31 1797.35,1130.27 1797.78,1130.22 1798.21,1130.18 1798.63,1130.13 1799.06,1130.09 1799.48,1130.04 1799.91,1130 \n",
       "  1800.34,1129.95 1800.76,1129.91 1801.19,1129.86 1801.61,1129.82 1802.04,1129.77 1802.46,1129.73 1802.89,1129.68 1803.32,1129.64 1803.74,1129.59 1804.17,1129.55 \n",
       "  1804.59,1129.5 1805.02,1129.46 1805.45,1129.41 1805.87,1129.37 1806.3,1129.32 1806.72,1129.28 1807.15,1129.23 1807.58,1129.19 1808,1129.14 1808.43,1129.1 \n",
       "  1808.85,1129.05 1809.28,1129.01 1809.71,1128.97 1810.13,1128.92 1810.56,1128.88 1810.98,1128.83 1811.41,1128.79 1811.83,1128.74 1812.26,1128.7 1812.69,1128.65 \n",
       "  1813.11,1128.61 1813.54,1128.56 1813.96,1128.52 1814.39,1128.47 1814.82,1128.43 1815.24,1128.38 1815.67,1128.34 1816.09,1128.29 1816.52,1128.25 1816.95,1128.21 \n",
       "  1817.37,1128.16 1817.8,1128.12 1818.22,1128.07 1818.65,1128.03 1819.08,1127.98 1819.5,1127.94 1819.93,1127.89 1820.35,1127.85 1820.78,1127.8 1821.21,1127.76 \n",
       "  1821.63,1127.71 1822.06,1127.67 1822.48,1127.62 1822.91,1127.58 1823.33,1127.54 1823.76,1127.49 1824.19,1127.45 1824.61,1127.4 1825.04,1127.36 1825.46,1127.31 \n",
       "  1825.89,1127.27 1826.32,1127.22 1826.74,1127.18 1827.17,1127.13 1827.59,1127.09 1828.02,1127.04 1828.45,1127 1828.87,1126.96 1829.3,1126.91 1829.72,1126.87 \n",
       "  1830.15,1126.82 1830.58,1126.78 1831,1126.73 1831.43,1126.69 1831.85,1126.64 1832.28,1126.6 1832.71,1126.55 1833.13,1126.51 1833.56,1126.47 1833.98,1126.42 \n",
       "  1834.41,1126.38 1834.83,1126.33 1835.26,1126.29 1835.69,1126.24 1836.11,1126.2 1836.54,1126.15 1836.96,1126.11 1837.39,1126.06 1837.82,1126.02 1838.24,1125.98 \n",
       "  1838.67,1125.93 1839.09,1125.89 1839.52,1125.84 1839.95,1125.8 1840.37,1125.75 1840.8,1125.71 1841.22,1125.66 1841.65,1125.62 1842.08,1125.58 1842.5,1125.53 \n",
       "  1842.93,1125.49 1843.35,1125.44 1843.78,1125.4 1844.2,1125.35 1844.63,1125.31 1845.06,1125.26 1845.48,1125.22 1845.91,1125.18 1846.33,1125.13 1846.76,1125.09 \n",
       "  1847.19,1125.04 1847.61,1125 1848.04,1124.95 1848.46,1124.91 1848.89,1124.86 1849.32,1124.82 1849.74,1124.78 1850.17,1124.73 1850.59,1124.69 1851.02,1124.64 \n",
       "  1851.45,1124.6 1851.87,1124.55 1852.3,1124.51 1852.72,1124.47 1853.15,1124.42 1853.58,1124.38 1854,1124.33 1854.43,1124.29 1854.85,1124.24 1855.28,1124.2 \n",
       "  1855.7,1124.16 1856.13,1124.11 1856.56,1124.07 1856.98,1124.02 1857.41,1123.98 1857.83,1123.93 1858.26,1123.89 1858.69,1123.85 1859.11,1123.8 1859.54,1123.76 \n",
       "  1859.96,1123.71 1860.39,1123.67 1860.82,1123.62 1861.24,1123.58 1861.67,1123.54 1862.09,1123.49 1862.52,1123.45 1862.95,1123.4 1863.37,1123.36 1863.8,1123.31 \n",
       "  1864.22,1123.27 1864.65,1123.23 1865.08,1123.18 1865.5,1123.14 1865.93,1123.09 1866.35,1123.05 1866.78,1123 1867.2,1122.96 1867.63,1122.92 1868.06,1122.87 \n",
       "  1868.48,1122.83 1868.91,1122.78 1869.33,1122.74 1869.76,1122.7 1870.19,1122.65 1870.61,1122.61 1871.04,1122.56 1871.46,1122.52 1871.89,1122.47 1872.32,1122.43 \n",
       "  1872.74,1122.39 1873.17,1122.34 1873.59,1122.3 1874.02,1122.25 1874.45,1122.21 1874.87,1122.17 1875.3,1122.12 1875.72,1122.08 1876.15,1122.03 1876.58,1121.99 \n",
       "  1877,1121.94 1877.43,1121.9 1877.85,1121.86 1878.28,1121.81 1878.7,1121.77 1879.13,1121.72 1879.56,1121.68 1879.98,1121.64 1880.41,1121.59 1880.83,1121.55 \n",
       "  1881.26,1121.5 1881.69,1121.46 1882.11,1121.42 1882.54,1121.37 1882.96,1121.33 1883.39,1121.28 1883.82,1121.24 1884.24,1121.2 1884.67,1121.15 1885.09,1121.11 \n",
       "  1885.52,1121.06 1885.95,1121.02 1886.37,1120.97 1886.8,1120.93 1887.22,1120.89 1887.65,1120.84 1888.07,1120.8 1888.5,1120.75 1888.93,1120.71 1889.35,1120.67 \n",
       "  1889.78,1120.62 1890.2,1120.58 1890.63,1120.53 1891.06,1120.49 1891.48,1120.45 1891.91,1120.4 1892.33,1120.36 1892.76,1120.31 1893.19,1120.27 1893.61,1120.23 \n",
       "  1894.04,1120.18 1894.46,1120.14 1894.89,1120.09 1895.32,1120.05 1895.74,1120.01 1896.17,1119.96 1896.59,1119.92 1897.02,1119.88 1897.45,1119.83 1897.87,1119.79 \n",
       "  1898.3,1119.74 1898.72,1119.7 1899.15,1119.66 1899.57,1119.61 1900,1119.57 1900.43,1119.52 1900.85,1119.48 1901.28,1119.44 1901.7,1119.39 1902.13,1119.35 \n",
       "  1902.56,1119.3 1902.98,1119.26 1903.41,1119.22 1903.83,1119.17 1904.26,1119.13 1904.69,1119.09 1905.11,1119.04 1905.54,1119 1905.96,1118.95 1906.39,1118.91 \n",
       "  1906.82,1118.87 1907.24,1118.82 1907.67,1118.78 1908.09,1118.73 1908.52,1118.69 1908.95,1118.65 1909.37,1118.6 1909.8,1118.56 1910.22,1118.52 1910.65,1118.47 \n",
       "  1911.07,1118.43 1911.5,1118.38 1911.93,1118.34 1912.35,1118.3 1912.78,1118.25 1913.2,1118.21 1913.63,1118.16 1914.06,1118.12 1914.48,1118.08 1914.91,1118.03 \n",
       "  1915.33,1117.99 1915.76,1117.95 1916.19,1117.9 1916.61,1117.86 1917.04,1117.81 1917.46,1117.77 1917.89,1117.73 1918.32,1117.68 1918.74,1117.64 1919.17,1117.6 \n",
       "  1919.59,1117.55 1920.02,1117.51 1920.45,1117.46 1920.87,1117.42 1921.3,1117.38 1921.72,1117.33 1922.15,1117.29 1922.57,1117.25 1923,1117.2 1923.43,1117.16 \n",
       "  1923.85,1117.11 1924.28,1117.07 1924.7,1117.03 1925.13,1116.98 1925.56,1116.94 1925.98,1116.9 1926.41,1116.85 1926.83,1116.81 1927.26,1116.77 1927.69,1116.72 \n",
       "  1928.11,1116.68 1928.54,1116.63 1928.96,1116.59 1929.39,1116.55 1929.82,1116.5 1930.24,1116.46 1930.67,1116.42 1931.09,1116.37 1931.52,1116.33 1931.94,1116.29 \n",
       "  1932.37,1116.24 1932.8,1116.2 1933.22,1116.15 1933.65,1116.11 1934.07,1116.07 1934.5,1116.02 1934.93,1115.98 1935.35,1115.94 1935.78,1115.89 1936.2,1115.85 \n",
       "  1936.63,1115.81 1937.06,1115.76 1937.48,1115.72 1937.91,1115.67 1938.33,1115.63 1938.76,1115.59 1939.19,1115.54 1939.61,1115.5 1940.04,1115.46 1940.46,1115.41 \n",
       "  1940.89,1115.37 1941.32,1115.33 1941.74,1115.28 1942.17,1115.24 1942.59,1115.2 1943.02,1115.15 1943.44,1115.11 1943.87,1115.07 1944.3,1115.02 1944.72,1114.98 \n",
       "  1945.15,1114.93 1945.57,1114.89 1946,1114.85 1946.43,1114.8 1946.85,1114.76 1947.28,1114.72 1947.7,1114.67 1948.13,1114.63 1948.56,1114.59 1948.98,1114.54 \n",
       "  1949.41,1114.5 1949.83,1114.46 1950.26,1114.41 1950.69,1114.37 1951.11,1114.33 1951.54,1114.28 1951.96,1114.24 1952.39,1114.2 1952.82,1114.15 1953.24,1114.11 \n",
       "  1953.67,1114.06 1954.09,1114.02 1954.52,1113.98 1954.94,1113.93 1955.37,1113.89 1955.8,1113.85 1956.22,1113.8 1956.65,1113.76 1957.07,1113.72 1957.5,1113.67 \n",
       "  1957.93,1113.63 1958.35,1113.59 1958.78,1113.54 1959.2,1113.5 1959.63,1113.46 1960.06,1113.41 1960.48,1113.37 1960.91,1113.33 1961.33,1113.28 1961.76,1113.24 \n",
       "  1962.19,1113.2 1962.61,1113.15 1963.04,1113.11 1963.46,1113.07 1963.89,1113.02 1964.32,1112.98 1964.74,1112.94 1965.17,1112.89 1965.59,1112.85 1966.02,1112.81 \n",
       "  1966.44,1112.76 1966.87,1112.72 1967.3,1112.68 1967.72,1112.63 1968.15,1112.59 1968.57,1112.55 1969,1112.5 1969.43,1112.46 1969.85,1112.42 1970.28,1112.37 \n",
       "  1970.7,1112.33 1971.13,1112.29 1971.56,1112.24 1971.98,1112.2 1972.41,1112.16 1972.83,1112.11 1973.26,1112.07 1973.69,1112.03 1974.11,1111.98 1974.54,1111.94 \n",
       "  1974.96,1111.9 1975.39,1111.85 1975.81,1111.81 1976.24,1111.77 1976.67,1111.72 1977.09,1111.68 1977.52,1111.64 1977.94,1111.59 1978.37,1111.55 1978.8,1111.51 \n",
       "  1979.22,1111.46 1979.65,1111.42 1980.07,1111.38 1980.5,1111.34 1980.93,1111.29 1981.35,1111.25 1981.78,1111.21 1982.2,1111.16 1982.63,1111.12 1983.06,1111.08 \n",
       "  1983.48,1111.03 1983.91,1110.99 1984.33,1110.95 1984.76,1110.9 1985.19,1110.86 1985.61,1110.82 1986.04,1110.77 1986.46,1110.73 1986.89,1110.69 1987.31,1110.64 \n",
       "  1987.74,1110.6 1988.17,1110.56 1988.59,1110.51 1989.02,1110.47 1989.44,1110.43 1989.87,1110.39 1990.3,1110.34 1990.72,1110.3 1991.15,1110.26 1991.57,1110.21 \n",
       "  1992,1110.17 1992.43,1110.13 1992.85,1110.08 1993.28,1110.04 1993.7,1110 1994.13,1109.95 1994.56,1109.91 1994.98,1109.87 1995.41,1109.82 1995.83,1109.78 \n",
       "  1996.26,1109.74 1996.69,1109.7 1997.11,1109.65 1997.54,1109.61 1997.96,1109.57 1998.39,1109.52 1998.81,1109.48 1999.24,1109.44 1999.67,1109.39 2000.09,1109.35 \n",
       "  2000.52,1109.31 2000.94,1109.26 2001.37,1109.22 2001.8,1109.18 2002.22,1109.14 2002.65,1109.09 2003.07,1109.05 2003.5,1109.01 2003.93,1108.96 2004.35,1108.92 \n",
       "  2004.78,1108.88 2005.2,1108.83 2005.63,1108.79 2006.06,1108.75 2006.48,1108.71 2006.91,1108.66 2007.33,1108.62 2007.76,1108.58 2008.18,1108.53 2008.61,1108.49 \n",
       "  2009.04,1108.45 2009.46,1108.4 2009.89,1108.36 2010.31,1108.32 2010.74,1108.28 2011.17,1108.23 2011.59,1108.19 2012.02,1108.15 2012.44,1108.1 2012.87,1108.06 \n",
       "  2013.3,1108.02 2013.72,1107.97 2014.15,1107.93 2014.57,1107.89 2015,1107.85 2015.43,1107.8 2015.85,1107.76 2016.28,1107.72 2016.7,1107.67 2017.13,1107.63 \n",
       "  2017.56,1107.59 2017.98,1107.55 2018.41,1107.5 2018.83,1107.46 2019.26,1107.42 2019.68,1107.37 2020.11,1107.33 2020.54,1107.29 2020.96,1107.24 2021.39,1107.2 \n",
       "  2021.81,1107.16 2022.24,1107.12 2022.67,1107.07 2023.09,1107.03 2023.52,1106.99 2023.94,1106.94 2024.37,1106.9 2024.8,1106.86 2025.22,1106.82 2025.65,1106.77 \n",
       "  2026.07,1106.73 2026.5,1106.69 2026.93,1106.64 2027.35,1106.6 2027.78,1106.56 2028.2,1106.52 2028.63,1106.47 2029.06,1106.43 2029.48,1106.39 2029.91,1106.34 \n",
       "  2030.33,1106.3 2030.76,1106.26 2031.18,1106.22 2031.61,1106.17 2032.04,1106.13 2032.46,1106.09 2032.89,1106.04 2033.31,1106 2033.74,1105.96 2034.17,1105.92 \n",
       "  2034.59,1105.87 2035.02,1105.83 2035.44,1105.79 2035.87,1105.75 2036.3,1105.7 2036.72,1105.66 2037.15,1105.62 2037.57,1105.57 2038,1105.53 2038.43,1105.49 \n",
       "  2038.85,1105.45 2039.28,1105.4 2039.7,1105.36 2040.13,1105.32 2040.56,1105.28 2040.98,1105.23 2041.41,1105.19 2041.83,1105.15 2042.26,1105.1 2042.68,1105.06 \n",
       "  2043.11,1105.02 2043.54,1104.98 2043.96,1104.93 2044.39,1104.89 2044.81,1104.85 2045.24,1104.81 2045.67,1104.76 2046.09,1104.72 2046.52,1104.68 2046.94,1104.63 \n",
       "  2047.37,1104.59 2047.8,1104.55 2048.22,1104.51 2048.65,1104.46 2049.07,1104.42 2049.5,1104.38 2049.93,1104.34 2050.35,1104.29 2050.78,1104.25 2051.2,1104.21 \n",
       "  2051.63,1104.16 2052.05,1104.12 2052.48,1104.08 2052.91,1104.04 2053.33,1103.99 2053.76,1103.95 2054.18,1103.91 2054.61,1103.87 2055.04,1103.82 2055.46,1103.78 \n",
       "  2055.89,1103.74 2056.31,1103.7 2056.74,1103.65 2057.17,1103.61 2057.59,1103.57 2058.02,1103.53 2058.44,1103.48 2058.87,1103.44 2059.3,1103.4 2059.72,1103.35 \n",
       "  2060.15,1103.31 2060.57,1103.27 2061,1103.23 2061.43,1103.18 2061.85,1103.14 2062.28,1103.1 2062.7,1103.06 2063.13,1103.01 2063.55,1102.97 2063.98,1102.93 \n",
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       "  2162.37,1093.18 2162.79,1093.14 2163.22,1093.09 2163.65,1093.05 2164.07,1093.01 2164.5,1092.97 2164.92,1092.93 2165.35,1092.88 2165.78,1092.84 2166.2,1092.8 \n",
       "  2166.63,1092.76 2167.05,1092.72 2167.48,1092.67 2167.91,1092.63 2168.33,1092.59 2168.76,1092.55 2169.18,1092.51 2169.61,1092.47 2170.04,1092.42 2170.46,1092.38 \n",
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       "  2187.92,1090.67 2188.35,1090.63 2188.78,1090.59 2189.2,1090.54 2189.63,1090.5 2190.05,1090.46 2190.48,1090.42 2190.91,1090.38 2191.33,1090.34 2191.76,1090.29 \n",
       "  2192.18,1090.25 2192.61,1090.21 2193.04,1090.17 2193.46,1090.13 2193.89,1090.09 2194.31,1090.04 2194.74,1090 2195.16,1089.96 2195.59,1089.92 2196.02,1089.88 \n",
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       "  2209.22,1088.59 2209.65,1088.55 2210.07,1088.5 2210.5,1088.46 2210.92,1088.42 2211.35,1088.38 2211.78,1088.34 2212.2,1088.3 2212.63,1088.26 2213.05,1088.21 \n",
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       "  326.645,1361.05 327.071,1360.9 327.497,1360.75 327.923,1360.6 328.348,1360.45 328.774,1360.3 329.2,1360.15 329.626,1360 330.052,1359.85 330.478,1359.7 \n",
       "  330.904,1359.55 331.33,1359.4 331.756,1359.25 332.182,1359.11 332.608,1358.96 333.034,1358.81 333.459,1358.66 333.885,1358.52 334.311,1358.37 334.737,1358.22 \n",
       "  335.163,1358.08 335.589,1357.93 336.015,1357.78 336.441,1357.64 336.867,1357.49 337.293,1357.35 337.719,1357.2 338.145,1357.06 338.571,1356.91 338.996,1356.77 \n",
       "  339.422,1356.62 339.848,1356.48 340.274,1356.34 340.7,1356.19 341.126,1356.05 341.552,1355.91 341.978,1355.76 342.404,1355.62 342.83,1355.48 343.256,1355.34 \n",
       "  343.682,1355.19 344.108,1355.05 344.533,1354.91 344.959,1354.77 345.385,1354.63 345.811,1354.49 346.237,1354.35 346.663,1354.21 347.089,1354.07 347.515,1353.93 \n",
       "  347.941,1353.79 348.367,1353.65 348.793,1353.51 349.219,1353.37 349.645,1353.23 350.07,1353.09 350.496,1352.95 350.922,1352.81 351.348,1352.67 351.774,1352.54 \n",
       "  352.2,1352.4 352.626,1352.26 353.052,1352.12 353.478,1351.99 353.904,1351.85 354.33,1351.71 354.756,1351.58 355.182,1351.44 355.607,1351.3 356.033,1351.17 \n",
       "  356.459,1351.03 356.885,1350.89 357.311,1350.76 357.737,1350.62 358.163,1350.49 358.589,1350.35 359.015,1350.22 359.441,1350.08 359.867,1349.95 360.293,1349.82 \n",
       "  360.719,1349.68 361.144,1349.55 361.57,1349.41 361.996,1349.28 362.422,1349.15 362.848,1349.01 363.274,1348.88 363.7,1348.75 364.126,1348.62 364.552,1348.48 \n",
       "  364.978,1348.35 365.404,1348.22 365.83,1348.09 366.255,1347.96 366.681,1347.82 367.107,1347.69 367.533,1347.56 367.959,1347.43 368.385,1347.3 368.811,1347.17 \n",
       "  369.237,1347.04 369.663,1346.91 370.089,1346.78 370.515,1346.65 370.941,1346.52 371.367,1346.39 371.792,1346.26 372.218,1346.13 372.644,1346 373.07,1345.87 \n",
       "  373.496,1345.74 373.922,1345.61 374.348,1345.48 374.774,1345.35 375.2,1345.23 375.626,1345.1 376.052,1344.97 376.478,1344.84 376.904,1344.72 377.329,1344.59 \n",
       "  377.755,1344.46 378.181,1344.33 378.607,1344.21 379.033,1344.08 379.459,1343.95 379.885,1343.83 380.311,1343.7 380.737,1343.57 381.163,1343.45 381.589,1343.32 \n",
       "  382.015,1343.2 382.441,1343.07 382.866,1342.94 383.292,1342.82 383.718,1342.69 384.144,1342.57 384.57,1342.44 384.996,1342.32 385.422,1342.19 385.848,1342.07 \n",
       "  386.274,1341.95 386.7,1341.82 387.126,1341.7 387.552,1341.57 387.978,1341.45 388.403,1341.33 388.829,1341.2 389.255,1341.08 389.681,1340.96 390.107,1340.83 \n",
       "  390.533,1340.71 390.959,1340.59 391.385,1340.46 391.811,1340.34 392.237,1340.22 392.663,1340.1 393.089,1339.98 393.515,1339.85 393.94,1339.73 394.366,1339.61 \n",
       "  394.792,1339.49 395.218,1339.37 395.644,1339.25 396.07,1339.12 396.496,1339 396.922,1338.88 397.348,1338.76 397.774,1338.64 398.2,1338.52 398.626,1338.4 \n",
       "  399.051,1338.28 399.477,1338.16 399.903,1338.04 400.329,1337.92 400.755,1337.8 401.181,1337.68 401.607,1337.56 402.033,1337.44 402.459,1337.32 402.885,1337.2 \n",
       "  403.311,1337.08 403.737,1336.97 404.163,1336.85 404.588,1336.73 405.014,1336.61 405.44,1336.49 405.866,1336.37 406.292,1336.26 406.718,1336.14 407.144,1336.02 \n",
       "  407.57,1335.9 407.996,1335.78 408.422,1335.67 408.848,1335.55 409.274,1335.43 409.7,1335.32 410.125,1335.2 410.551,1335.08 410.977,1334.97 411.403,1334.85 \n",
       "  411.829,1334.73 412.255,1334.62 412.681,1334.5 413.107,1334.38 413.533,1334.27 413.959,1334.15 414.385,1334.04 414.811,1333.92 415.237,1333.8 415.662,1333.69 \n",
       "  416.088,1333.57 416.514,1333.46 416.94,1333.34 417.366,1333.23 417.792,1333.11 418.218,1333 418.644,1332.88 419.07,1332.77 419.496,1332.66 419.922,1332.54 \n",
       "  420.348,1332.43 420.774,1332.31 421.199,1332.2 421.625,1332.09 422.051,1331.97 422.477,1331.86 422.903,1331.74 423.329,1331.63 423.755,1331.52 424.181,1331.4 \n",
       "  424.607,1331.29 425.033,1331.18 425.459,1331.07 425.885,1330.95 426.31,1330.84 426.736,1330.73 427.162,1330.62 427.588,1330.5 428.014,1330.39 428.44,1330.28 \n",
       "  428.866,1330.17 429.292,1330.06 429.718,1329.94 430.144,1329.83 430.57,1329.72 430.996,1329.61 431.422,1329.5 431.847,1329.39 432.273,1329.27 432.699,1329.16 \n",
       "  433.125,1329.05 433.551,1328.94 433.977,1328.83 434.403,1328.72 434.829,1328.61 435.255,1328.5 435.681,1328.39 436.107,1328.28 436.533,1328.17 436.959,1328.06 \n",
       "  437.384,1327.95 437.81,1327.84 438.236,1327.73 438.662,1327.62 439.088,1327.51 439.514,1327.4 439.94,1327.29 440.366,1327.18 440.792,1327.07 441.218,1326.96 \n",
       "  441.644,1326.86 442.07,1326.75 442.496,1326.64 442.921,1326.53 443.347,1326.42 443.773,1326.31 444.199,1326.2 444.625,1326.1 445.051,1325.99 445.477,1325.88 \n",
       "  445.903,1325.77 446.329,1325.66 446.755,1325.56 447.181,1325.45 447.607,1325.34 448.033,1325.23 448.458,1325.12 448.884,1325.02 449.31,1324.91 449.736,1324.8 \n",
       "  450.162,1324.7 450.588,1324.59 451.014,1324.48 451.44,1324.38 451.866,1324.27 452.292,1324.16 452.718,1324.06 453.144,1323.95 453.57,1323.84 453.995,1323.74 \n",
       "  454.421,1323.63 454.847,1323.52 455.273,1323.42 455.699,1323.31 456.125,1323.21 456.551,1323.1 456.977,1323 457.403,1322.89 457.829,1322.78 458.255,1322.68 \n",
       "  458.681,1322.57 459.106,1322.47 459.532,1322.36 459.958,1322.26 460.384,1322.15 460.81,1322.05 461.236,1321.94 461.662,1321.84 462.088,1321.74 462.514,1321.63 \n",
       "  462.94,1321.53 463.366,1321.42 463.792,1321.32 464.218,1321.21 464.643,1321.11 465.069,1321.01 465.495,1320.9 465.921,1320.8 466.347,1320.69 466.773,1320.59 \n",
       "  467.199,1320.49 467.625,1320.38 468.051,1320.28 468.477,1320.18 468.903,1320.07 469.329,1319.97 469.755,1319.87 470.18,1319.77 470.606,1319.66 471.032,1319.56 \n",
       "  471.458,1319.46 471.884,1319.35 472.31,1319.25 472.736,1319.15 473.162,1319.05 473.588,1318.94 474.014,1318.84 474.44,1318.74 474.866,1318.64 475.292,1318.54 \n",
       "  475.717,1318.43 476.143,1318.33 476.569,1318.23 476.995,1318.13 477.421,1318.03 477.847,1317.93 478.273,1317.82 478.699,1317.72 479.125,1317.62 479.551,1317.52 \n",
       "  479.977,1317.42 480.403,1317.32 480.829,1317.22 481.254,1317.12 481.68,1317.02 482.106,1316.91 482.532,1316.81 482.958,1316.71 483.384,1316.61 483.81,1316.51 \n",
       "  484.236,1316.41 484.662,1316.31 485.088,1316.21 485.514,1316.11 485.94,1316.01 486.366,1315.91 486.791,1315.81 487.217,1315.71 487.643,1315.61 488.069,1315.51 \n",
       "  488.495,1315.41 488.921,1315.31 489.347,1315.21 489.773,1315.11 490.199,1315.02 490.625,1314.92 491.051,1314.82 491.477,1314.72 491.902,1314.62 492.328,1314.52 \n",
       "  492.754,1314.42 493.18,1314.32 493.606,1314.22 494.032,1314.13 494.458,1314.03 494.884,1313.93 495.31,1313.83 495.736,1313.73 496.162,1313.63 496.588,1313.53 \n",
       "  497.014,1313.44 497.439,1313.34 497.865,1313.24 498.291,1313.14 498.717,1313.04 499.143,1312.95 499.569,1312.85 499.995,1312.75 500.421,1312.65 500.847,1312.56 \n",
       "  501.273,1312.46 501.699,1312.36 502.125,1312.26 502.551,1312.17 502.976,1312.07 503.402,1311.97 503.828,1311.88 504.254,1311.78 504.68,1311.68 505.106,1311.59 \n",
       "  505.532,1311.49 505.958,1311.39 506.384,1311.3 506.81,1311.2 507.236,1311.1 507.662,1311.01 508.088,1310.91 508.513,1310.81 508.939,1310.72 509.365,1310.62 \n",
       "  509.791,1310.52 510.217,1310.43 510.643,1310.33 511.069,1310.24 511.495,1310.14 511.921,1310.05 512.347,1309.95 512.773,1309.85 513.199,1309.76 513.625,1309.66 \n",
       "  514.05,1309.57 514.476,1309.47 514.902,1309.38 515.328,1309.28 515.754,1309.19 516.18,1309.09 516.606,1309 517.032,1308.9 517.458,1308.81 517.884,1308.71 \n",
       "  518.31,1308.62 518.736,1308.52 519.162,1308.43 519.587,1308.33 520.013,1308.24 520.439,1308.14 520.865,1308.05 521.291,1307.96 521.717,1307.86 522.143,1307.77 \n",
       "  522.569,1307.67 522.995,1307.58 523.421,1307.48 523.847,1307.39 524.273,1307.3 524.698,1307.2 525.124,1307.11 525.55,1307.02 525.976,1306.92 526.402,1306.83 \n",
       "  526.828,1306.74 527.254,1306.64 527.68,1306.55 528.106,1306.45 528.532,1306.36 528.958,1306.27 529.384,1306.18 529.81,1306.08 530.235,1305.99 530.661,1305.9 \n",
       "  531.087,1305.8 531.513,1305.71 531.939,1305.62 532.365,1305.53 532.791,1305.43 533.217,1305.34 533.643,1305.25 534.069,1305.15 534.495,1305.06 534.921,1304.97 \n",
       "  535.347,1304.88 535.772,1304.79 536.198,1304.69 536.624,1304.6 537.05,1304.51 537.476,1304.42 537.902,1304.33 538.328,1304.23 538.754,1304.14 539.18,1304.05 \n",
       "  539.606,1303.96 540.032,1303.87 540.458,1303.77 540.884,1303.68 541.309,1303.59 541.735,1303.5 542.161,1303.41 542.587,1303.32 543.013,1303.23 543.439,1303.14 \n",
       "  543.865,1303.04 544.291,1302.95 544.717,1302.86 545.143,1302.77 545.569,1302.68 545.995,1302.59 546.421,1302.5 546.846,1302.41 547.272,1302.32 547.698,1302.23 \n",
       "  548.124,1302.14 548.55,1302.05 548.976,1301.95 549.402,1301.86 549.828,1301.77 550.254,1301.68 550.68,1301.59 551.106,1301.5 551.532,1301.41 551.958,1301.32 \n",
       "  552.383,1301.23 552.809,1301.14 553.235,1301.05 553.661,1300.96 554.087,1300.87 554.513,1300.78 554.939,1300.69 555.365,1300.6 555.791,1300.51 556.217,1300.43 \n",
       "  556.643,1300.34 557.069,1300.25 557.494,1300.16 557.92,1300.07 558.346,1299.98 558.772,1299.89 559.198,1299.8 559.624,1299.71 560.05,1299.62 560.476,1299.53 \n",
       "  560.902,1299.44 561.328,1299.36 561.754,1299.27 562.18,1299.18 562.606,1299.09 563.031,1299 563.457,1298.91 563.883,1298.82 564.309,1298.73 564.735,1298.65 \n",
       "  565.161,1298.56 565.587,1298.47 566.013,1298.38 566.439,1298.29 566.865,1298.2 567.291,1298.12 567.717,1298.03 568.143,1297.94 568.568,1297.85 568.994,1297.76 \n",
       "  569.42,1297.68 569.846,1297.59 570.272,1297.5 570.698,1297.41 571.124,1297.33 571.55,1297.24 571.976,1297.15 572.402,1297.06 572.828,1296.97 573.254,1296.89 \n",
       "  573.68,1296.8 574.105,1296.71 574.531,1296.63 574.957,1296.54 575.383,1296.45 575.809,1296.36 576.235,1296.28 576.661,1296.19 577.087,1296.1 577.513,1296.02 \n",
       "  577.939,1295.93 578.365,1295.84 578.791,1295.76 579.217,1295.67 579.642,1295.58 580.068,1295.5 580.494,1295.41 580.92,1295.32 581.346,1295.24 581.772,1295.15 \n",
       "  582.198,1295.06 582.624,1294.98 583.05,1294.89 583.476,1294.8 583.902,1294.72 584.328,1294.63 584.753,1294.55 585.179,1294.46 585.605,1294.37 586.031,1294.29 \n",
       "  586.457,1294.2 586.883,1294.12 587.309,1294.03 587.735,1293.94 588.161,1293.86 588.587,1293.77 589.013,1293.69 589.439,1293.6 589.865,1293.52 590.29,1293.43 \n",
       "  590.716,1293.34 591.142,1293.26 591.568,1293.17 591.994,1293.09 592.42,1293 592.846,1292.92 593.272,1292.83 593.698,1292.75 594.124,1292.66 594.55,1292.58 \n",
       "  594.976,1292.49 595.402,1292.41 595.827,1292.32 596.253,1292.24 596.679,1292.15 597.105,1292.07 597.531,1291.98 597.957,1291.9 598.383,1291.81 598.809,1291.73 \n",
       "  599.235,1291.65 599.661,1291.56 600.087,1291.48 600.513,1291.39 600.939,1291.31 601.364,1291.22 601.79,1291.14 602.216,1291.05 602.642,1290.97 603.068,1290.89 \n",
       "  603.494,1290.8 603.92,1290.72 604.346,1290.63 604.772,1290.55 605.198,1290.47 605.624,1290.38 606.05,1290.3 606.476,1290.22 606.901,1290.13 607.327,1290.05 \n",
       "  607.753,1289.96 608.179,1289.88 608.605,1289.8 609.031,1289.71 609.457,1289.63 609.883,1289.55 610.309,1289.46 610.735,1289.38 611.161,1289.3 611.587,1289.21 \n",
       "  612.013,1289.13 612.438,1289.05 612.864,1288.96 613.29,1288.88 613.716,1288.8 614.142,1288.72 614.568,1288.63 614.994,1288.55 615.42,1288.47 615.846,1288.38 \n",
       "  616.272,1288.3 616.698,1288.22 617.124,1288.14 617.549,1288.05 617.975,1287.97 618.401,1287.89 618.827,1287.81 619.253,1287.72 619.679,1287.64 620.105,1287.56 \n",
       "  620.531,1287.48 620.957,1287.39 621.383,1287.31 621.809,1287.23 622.235,1287.15 622.661,1287.06 623.086,1286.98 623.512,1286.9 623.938,1286.82 624.364,1286.74 \n",
       "  624.79,1286.65 625.216,1286.57 625.642,1286.49 626.068,1286.41 626.494,1286.33 626.92,1286.25 627.346,1286.16 627.772,1286.08 628.198,1286 628.623,1285.92 \n",
       "  629.049,1285.84 629.475,1285.76 629.901,1285.67 630.327,1285.59 630.753,1285.51 631.179,1285.43 631.605,1285.35 632.031,1285.27 632.457,1285.19 632.883,1285.11 \n",
       "  633.309,1285.02 633.735,1284.94 634.16,1284.86 634.586,1284.78 635.012,1284.7 635.438,1284.62 635.864,1284.54 636.29,1284.46 636.716,1284.38 637.142,1284.3 \n",
       "  637.568,1284.22 637.994,1284.14 638.42,1284.05 638.846,1283.97 639.272,1283.89 639.697,1283.81 640.123,1283.73 640.549,1283.65 640.975,1283.57 641.401,1283.49 \n",
       "  641.827,1283.41 642.253,1283.33 642.679,1283.25 643.105,1283.17 643.531,1283.09 643.957,1283.01 644.383,1282.93 644.809,1282.85 645.234,1282.77 645.66,1282.69 \n",
       "  646.086,1282.61 646.512,1282.53 646.938,1282.45 647.364,1282.37 647.79,1282.29 648.216,1282.21 648.642,1282.13 649.068,1282.05 649.494,1281.97 649.92,1281.89 \n",
       "  650.345,1281.81 650.771,1281.73 651.197,1281.65 651.623,1281.57 652.049,1281.49 652.475,1281.42 652.901,1281.34 653.327,1281.26 653.753,1281.18 654.179,1281.1 \n",
       "  654.605,1281.02 655.031,1280.94 655.457,1280.86 655.882,1280.78 656.308,1280.7 656.734,1280.62 657.16,1280.54 657.586,1280.47 658.012,1280.39 658.438,1280.31 \n",
       "  658.864,1280.23 659.29,1280.15 659.716,1280.07 660.142,1279.99 660.568,1279.91 660.994,1279.84 661.419,1279.76 661.845,1279.68 662.271,1279.6 662.697,1279.52 \n",
       "  663.123,1279.44 663.549,1279.37 663.975,1279.29 664.401,1279.21 664.827,1279.13 665.253,1279.05 665.679,1278.97 666.105,1278.9 666.531,1278.82 666.956,1278.74 \n",
       "  667.382,1278.66 667.808,1278.58 668.234,1278.51 668.66,1278.43 669.086,1278.35 669.512,1278.27 669.938,1278.19 670.364,1278.12 670.79,1278.04 671.216,1277.96 \n",
       "  671.642,1277.88 672.068,1277.8 672.493,1277.73 672.919,1277.65 673.345,1277.57 673.771,1277.49 674.197,1277.42 674.623,1277.34 675.049,1277.26 675.475,1277.18 \n",
       "  675.901,1277.11 676.327,1277.03 676.753,1276.95 677.179,1276.88 677.605,1276.8 678.03,1276.72 678.456,1276.64 678.882,1276.57 679.308,1276.49 679.734,1276.41 \n",
       "  680.16,1276.34 680.586,1276.26 681.012,1276.18 681.438,1276.1 681.864,1276.03 682.29,1275.95 682.716,1275.87 683.141,1275.8 683.567,1275.72 683.993,1275.64 \n",
       "  684.419,1275.57 684.845,1275.49 685.271,1275.41 685.697,1275.34 686.123,1275.26 686.549,1275.18 686.975,1275.11 687.401,1275.03 687.827,1274.95 688.253,1274.88 \n",
       "  688.678,1274.8 689.104,1274.73 689.53,1274.65 689.956,1274.57 690.382,1274.5 690.808,1274.42 691.234,1274.34 691.66,1274.27 692.086,1274.19 692.512,1274.12 \n",
       "  692.938,1274.04 693.364,1273.96 693.79,1273.89 694.215,1273.81 694.641,1273.74 695.067,1273.66 695.493,1273.59 695.919,1273.51 696.345,1273.43 696.771,1273.36 \n",
       "  697.197,1273.28 697.623,1273.21 698.049,1273.13 698.475,1273.06 698.901,1272.98 699.327,1272.9 699.752,1272.83 700.178,1272.75 700.604,1272.68 701.03,1272.6 \n",
       "  701.456,1272.53 701.882,1272.45 702.308,1272.38 702.734,1272.3 703.16,1272.23 703.586,1272.15 704.012,1272.08 704.438,1272 704.864,1271.93 705.289,1271.85 \n",
       "  705.715,1271.78 706.141,1271.7 706.567,1271.63 706.993,1271.55 707.419,1271.48 707.845,1271.4 708.271,1271.33 708.697,1271.25 709.123,1271.18 709.549,1271.1 \n",
       "  709.975,1271.03 710.401,1270.95 710.826,1270.88 711.252,1270.8 711.678,1270.73 712.104,1270.65 712.53,1270.58 712.956,1270.5 713.382,1270.43 713.808,1270.36 \n",
       "  714.234,1270.28 714.66,1270.21 715.086,1270.13 715.512,1270.06 715.937,1269.98 716.363,1269.91 716.789,1269.84 717.215,1269.76 717.641,1269.69 718.067,1269.61 \n",
       "  718.493,1269.54 718.919,1269.47 719.345,1269.39 719.771,1269.32 720.197,1269.24 720.623,1269.17 721.049,1269.1 721.474,1269.02 721.9,1268.95 722.326,1268.87 \n",
       "  722.752,1268.8 723.178,1268.73 723.604,1268.65 724.03,1268.58 724.456,1268.51 724.882,1268.43 725.308,1268.36 725.734,1268.28 726.16,1268.21 726.586,1268.14 \n",
       "  727.011,1268.06 727.437,1267.99 727.863,1267.92 728.289,1267.84 728.715,1267.77 729.141,1267.7 729.567,1267.62 729.993,1267.55 730.419,1267.48 730.845,1267.4 \n",
       "  731.271,1267.33 731.697,1267.26 732.123,1267.18 732.548,1267.11 732.974,1267.04 733.4,1266.96 733.826,1266.89 734.252,1266.82 734.678,1266.75 735.104,1266.67 \n",
       "  735.53,1266.6 735.956,1266.53 736.382,1266.45 736.808,1266.38 737.234,1266.31 737.66,1266.24 738.085,1266.16 738.511,1266.09 738.937,1266.02 739.363,1265.95 \n",
       "  739.789,1265.87 740.215,1265.8 740.641,1265.73 741.067,1265.65 741.493,1265.58 741.919,1265.51 742.345,1265.44 742.771,1265.37 743.196,1265.29 743.622,1265.22 \n",
       "  744.048,1265.15 744.474,1265.08 744.9,1265 745.326,1264.93 745.752,1264.86 746.178,1264.79 746.604,1264.71 747.03,1264.64 747.456,1264.57 747.882,1264.5 \n",
       "  748.308,1264.43 748.733,1264.35 749.159,1264.28 749.585,1264.21 750.011,1264.14 750.437,1264.07 750.863,1263.99 751.289,1263.92 751.715,1263.85 752.141,1263.78 \n",
       "  752.567,1263.71 752.993,1263.64 753.419,1263.56 753.845,1263.49 754.27,1263.42 754.696,1263.35 755.122,1263.28 755.548,1263.21 755.974,1263.13 756.4,1263.06 \n",
       "  756.826,1262.99 757.252,1262.92 757.678,1262.85 758.104,1262.78 758.53,1262.71 758.956,1262.63 759.382,1262.56 759.807,1262.49 760.233,1262.42 760.659,1262.35 \n",
       "  761.085,1262.28 761.511,1262.21 761.937,1262.14 762.363,1262.06 762.789,1261.99 763.215,1261.92 763.641,1261.85 764.067,1261.78 764.493,1261.71 764.919,1261.64 \n",
       "  765.344,1261.57 765.77,1261.5 766.196,1261.43 766.622,1261.35 767.048,1261.28 767.474,1261.21 767.9,1261.14 768.326,1261.07 768.752,1261 769.178,1260.93 \n",
       "  769.604,1260.86 770.03,1260.79 770.456,1260.72 770.881,1260.65 771.307,1260.58 771.733,1260.51 772.159,1260.44 772.585,1260.37 773.011,1260.29 773.437,1260.22 \n",
       "  773.863,1260.15 774.289,1260.08 774.715,1260.01 775.141,1259.94 775.567,1259.87 775.992,1259.8 776.418,1259.73 776.844,1259.66 777.27,1259.59 777.696,1259.52 \n",
       "  778.122,1259.45 778.548,1259.38 778.974,1259.31 779.4,1259.24 779.826,1259.17 780.252,1259.1 780.678,1259.03 781.104,1258.96 781.529,1258.89 781.955,1258.82 \n",
       "  782.381,1258.75 782.807,1258.68 783.233,1258.61 783.659,1258.54 784.085,1258.47 784.511,1258.4 784.937,1258.33 785.363,1258.26 785.789,1258.19 786.215,1258.12 \n",
       "  786.641,1258.05 787.066,1257.98 787.492,1257.91 787.918,1257.85 788.344,1257.78 788.77,1257.71 789.196,1257.64 789.622,1257.57 790.048,1257.5 790.474,1257.43 \n",
       "  790.9,1257.36 791.326,1257.29 791.752,1257.22 792.178,1257.15 792.603,1257.08 793.029,1257.01 793.455,1256.94 793.881,1256.87 794.307,1256.8 794.733,1256.74 \n",
       "  795.159,1256.67 795.585,1256.6 796.011,1256.53 796.437,1256.46 796.863,1256.39 797.289,1256.32 797.715,1256.25 798.14,1256.18 798.566,1256.11 798.992,1256.05 \n",
       "  799.418,1255.98 799.844,1255.91 800.27,1255.84 800.696,1255.77 801.122,1255.7 801.548,1255.63 801.974,1255.56 802.4,1255.49 802.826,1255.43 803.252,1255.36 \n",
       "  803.677,1255.29 804.103,1255.22 804.529,1255.15 804.955,1255.08 805.381,1255.01 805.807,1254.95 806.233,1254.88 806.659,1254.81 807.085,1254.74 807.511,1254.67 \n",
       "  807.937,1254.6 808.363,1254.54 808.788,1254.47 809.214,1254.4 809.64,1254.33 810.066,1254.26 810.492,1254.19 810.918,1254.13 811.344,1254.06 811.77,1253.99 \n",
       "  812.196,1253.92 812.622,1253.85 813.048,1253.78 813.474,1253.72 813.9,1253.65 814.325,1253.58 814.751,1253.51 815.177,1253.44 815.603,1253.38 816.029,1253.31 \n",
       "  816.455,1253.24 816.881,1253.17 817.307,1253.11 817.733,1253.04 818.159,1252.97 818.585,1252.9 819.011,1252.83 819.437,1252.77 819.862,1252.7 820.288,1252.63 \n",
       "  820.714,1252.56 821.14,1252.5 821.566,1252.43 821.992,1252.36 822.418,1252.29 822.844,1252.22 823.27,1252.16 823.696,1252.09 824.122,1252.02 824.548,1251.95 \n",
       "  824.974,1251.89 825.399,1251.82 825.825,1251.75 826.251,1251.69 826.677,1251.62 827.103,1251.55 827.529,1251.48 827.955,1251.42 828.381,1251.35 828.807,1251.28 \n",
       "  829.233,1251.21 829.659,1251.15 830.085,1251.08 830.511,1251.01 830.936,1250.95 831.362,1250.88 831.788,1250.81 832.214,1250.74 832.64,1250.68 833.066,1250.61 \n",
       "  833.492,1250.54 833.918,1250.48 834.344,1250.41 834.77,1250.34 835.196,1250.28 835.622,1250.21 836.048,1250.14 836.473,1250.07 836.899,1250.01 837.325,1249.94 \n",
       "  837.751,1249.87 838.177,1249.81 838.603,1249.74 839.029,1249.67 839.455,1249.61 839.881,1249.54 840.307,1249.47 840.733,1249.41 841.159,1249.34 841.584,1249.27 \n",
       "  842.01,1249.21 842.436,1249.14 842.862,1249.07 843.288,1249.01 843.714,1248.94 844.14,1248.88 844.566,1248.81 844.992,1248.74 845.418,1248.68 845.844,1248.61 \n",
       "  846.27,1248.54 846.696,1248.48 847.121,1248.41 847.547,1248.34 847.973,1248.28 848.399,1248.21 848.825,1248.15 849.251,1248.08 849.677,1248.01 850.103,1247.95 \n",
       "  850.529,1247.88 850.955,1247.82 851.381,1247.75 851.807,1247.68 852.233,1247.62 852.658,1247.55 853.084,1247.49 853.51,1247.42 853.936,1247.35 854.362,1247.29 \n",
       "  854.788,1247.22 855.214,1247.16 855.64,1247.09 856.066,1247.02 856.492,1246.96 856.918,1246.89 857.344,1246.83 857.77,1246.76 858.195,1246.7 858.621,1246.63 \n",
       "  859.047,1246.56 859.473,1246.5 859.899,1246.43 860.325,1246.37 860.751,1246.3 861.177,1246.24 861.603,1246.17 862.029,1246.1 862.455,1246.04 862.881,1245.97 \n",
       "  863.307,1245.91 863.732,1245.84 864.158,1245.78 864.584,1245.71 865.01,1245.65 865.436,1245.58 865.862,1245.52 866.288,1245.45 866.714,1245.39 867.14,1245.32 \n",
       "  867.566,1245.25 867.992,1245.19 868.418,1245.12 868.844,1245.06 869.269,1244.99 869.695,1244.93 870.121,1244.86 870.547,1244.8 870.973,1244.73 871.399,1244.67 \n",
       "  871.825,1244.6 872.251,1244.54 872.677,1244.47 873.103,1244.41 873.529,1244.34 873.955,1244.28 874.38,1244.21 874.806,1244.15 875.232,1244.08 875.658,1244.02 \n",
       "  876.084,1243.95 876.51,1243.89 876.936,1243.82 877.362,1243.76 877.788,1243.69 878.214,1243.63 878.64,1243.57 879.066,1243.5 879.492,1243.44 879.917,1243.37 \n",
       "  880.343,1243.31 880.769,1243.24 881.195,1243.18 881.621,1243.11 882.047,1243.05 882.473,1242.98 882.899,1242.92 883.325,1242.85 883.751,1242.79 884.177,1242.73 \n",
       "  884.603,1242.66 885.029,1242.6 885.454,1242.53 885.88,1242.47 886.306,1242.4 886.732,1242.34 887.158,1242.28 887.584,1242.21 888.01,1242.15 888.436,1242.08 \n",
       "  888.862,1242.02 889.288,1241.95 889.714,1241.89 890.14,1241.83 890.566,1241.76 890.991,1241.7 891.417,1241.63 891.843,1241.57 892.269,1241.51 892.695,1241.44 \n",
       "  893.121,1241.38 893.547,1241.31 893.973,1241.25 894.399,1241.19 894.825,1241.12 895.251,1241.06 895.677,1240.99 896.103,1240.93 896.528,1240.87 896.954,1240.8 \n",
       "  897.38,1240.74 897.806,1240.67 898.232,1240.61 898.658,1240.55 899.084,1240.48 899.51,1240.42 899.936,1240.36 900.362,1240.29 900.788,1240.23 901.214,1240.16 \n",
       "  901.639,1240.1 902.065,1240.04 902.491,1239.97 902.917,1239.91 903.343,1239.85 903.769,1239.78 904.195,1239.72 904.621,1239.66 905.047,1239.59 905.473,1239.53 \n",
       "  905.899,1239.47 906.325,1239.4 906.751,1239.34 907.176,1239.27 907.602,1239.21 908.028,1239.15 908.454,1239.08 908.88,1239.02 909.306,1238.96 909.732,1238.89 \n",
       "  910.158,1238.83 910.584,1238.77 911.01,1238.71 911.436,1238.64 911.862,1238.58 912.288,1238.52 912.713,1238.45 913.139,1238.39 913.565,1238.33 913.991,1238.26 \n",
       "  914.417,1238.2 914.843,1238.14 915.269,1238.07 915.695,1238.01 916.121,1237.95 916.547,1237.89 916.973,1237.82 917.399,1237.76 917.825,1237.7 918.25,1237.63 \n",
       "  918.676,1237.57 919.102,1237.51 919.528,1237.44 919.954,1237.38 920.38,1237.32 920.806,1237.26 921.232,1237.19 921.658,1237.13 922.084,1237.07 922.51,1237.01 \n",
       "  922.936,1236.94 923.362,1236.88 923.787,1236.82 924.213,1236.75 924.639,1236.69 925.065,1236.63 925.491,1236.57 925.917,1236.5 926.343,1236.44 926.769,1236.38 \n",
       "  927.195,1236.32 927.621,1236.25 928.047,1236.19 928.473,1236.13 928.899,1236.07 929.324,1236 929.75,1235.94 930.176,1235.88 930.602,1235.82 931.028,1235.75 \n",
       "  931.454,1235.69 931.88,1235.63 932.306,1235.57 932.732,1235.51 933.158,1235.44 933.584,1235.38 934.01,1235.32 934.435,1235.26 934.861,1235.19 935.287,1235.13 \n",
       "  935.713,1235.07 936.139,1235.01 936.565,1234.95 936.991,1234.88 937.417,1234.82 937.843,1234.76 938.269,1234.7 938.695,1234.64 939.121,1234.57 939.547,1234.51 \n",
       "  939.972,1234.45 940.398,1234.39 940.824,1234.33 941.25,1234.26 941.676,1234.2 942.102,1234.14 942.528,1234.08 942.954,1234.02 943.38,1233.95 943.806,1233.89 \n",
       "  944.232,1233.83 944.658,1233.77 945.084,1233.71 945.509,1233.65 945.935,1233.58 946.361,1233.52 946.787,1233.46 947.213,1233.4 947.639,1233.34 948.065,1233.28 \n",
       "  948.491,1233.21 948.917,1233.15 949.343,1233.09 949.769,1233.03 950.195,1232.97 950.621,1232.91 951.046,1232.85 951.472,1232.78 951.898,1232.72 952.324,1232.66 \n",
       "  952.75,1232.6 953.176,1232.54 953.602,1232.48 954.028,1232.41 954.454,1232.35 954.88,1232.29 955.306,1232.23 955.732,1232.17 956.158,1232.11 956.583,1232.05 \n",
       "  957.009,1231.99 957.435,1231.92 957.861,1231.86 958.287,1231.8 958.713,1231.74 959.139,1231.68 959.565,1231.62 959.991,1231.56 960.417,1231.5 960.843,1231.44 \n",
       "  961.269,1231.37 961.695,1231.31 962.12,1231.25 962.546,1231.19 962.972,1231.13 963.398,1231.07 963.824,1231.01 964.25,1230.95 964.676,1230.89 965.102,1230.83 \n",
       "  965.528,1230.76 965.954,1230.7 966.38,1230.64 966.806,1230.58 967.231,1230.52 967.657,1230.46 968.083,1230.4 968.509,1230.34 968.935,1230.28 969.361,1230.22 \n",
       "  969.787,1230.16 970.213,1230.1 970.639,1230.03 971.065,1229.97 971.491,1229.91 971.917,1229.85 972.343,1229.79 972.768,1229.73 973.194,1229.67 973.62,1229.61 \n",
       "  974.046,1229.55 974.472,1229.49 974.898,1229.43 975.324,1229.37 975.75,1229.31 976.176,1229.25 976.602,1229.19 977.028,1229.13 977.454,1229.07 977.88,1229 \n",
       "  978.305,1228.94 978.731,1228.88 979.157,1228.82 979.583,1228.76 980.009,1228.7 980.435,1228.64 980.861,1228.58 981.287,1228.52 981.713,1228.46 982.139,1228.4 \n",
       "  982.565,1228.34 982.991,1228.28 983.417,1228.22 983.842,1228.16 984.268,1228.1 984.694,1228.04 985.12,1227.98 985.546,1227.92 985.972,1227.86 986.398,1227.8 \n",
       "  986.824,1227.74 987.25,1227.68 987.676,1227.62 988.102,1227.56 988.528,1227.5 988.954,1227.44 989.379,1227.38 989.805,1227.32 990.231,1227.26 990.657,1227.2 \n",
       "  991.083,1227.14 991.509,1227.08 991.935,1227.02 992.361,1226.96 992.787,1226.9 993.213,1226.84 993.639,1226.78 994.065,1226.72 994.491,1226.66 994.916,1226.6 \n",
       "  995.342,1226.54 995.768,1226.48 996.194,1226.42 996.62,1226.36 997.046,1226.3 997.472,1226.24 997.898,1226.18 998.324,1226.12 998.75,1226.06 999.176,1226 \n",
       "  999.602,1225.94 1000.03,1225.89 1000.45,1225.83 1000.88,1225.77 1001.31,1225.71 1001.73,1225.65 1002.16,1225.59 1002.58,1225.53 1003.01,1225.47 1003.43,1225.41 \n",
       "  1003.86,1225.35 1004.29,1225.29 1004.71,1225.23 1005.14,1225.17 1005.56,1225.11 1005.99,1225.05 1006.42,1224.99 1006.84,1224.93 1007.27,1224.87 1007.69,1224.82 \n",
       "  1008.12,1224.76 1008.55,1224.7 1008.97,1224.64 1009.4,1224.58 1009.82,1224.52 1010.25,1224.46 1010.68,1224.4 1011.1,1224.34 1011.53,1224.28 1011.95,1224.22 \n",
       "  1012.38,1224.16 1012.81,1224.1 1013.23,1224.05 1013.66,1223.99 1014.08,1223.93 1014.51,1223.87 1014.93,1223.81 1015.36,1223.75 1015.79,1223.69 1016.21,1223.63 \n",
       "  1016.64,1223.57 1017.06,1223.51 1017.49,1223.46 1017.92,1223.4 1018.34,1223.34 1018.77,1223.28 1019.19,1223.22 1019.62,1223.16 1020.05,1223.1 1020.47,1223.04 \n",
       "  1020.9,1222.98 1021.32,1222.93 1021.75,1222.87 1022.18,1222.81 1022.6,1222.75 1023.03,1222.69 1023.45,1222.63 1023.88,1222.57 1024.31,1222.51 1024.73,1222.46 \n",
       "  1025.16,1222.4 1025.58,1222.34 1026.01,1222.28 1026.43,1222.22 1026.86,1222.16 1027.29,1222.1 1027.71,1222.05 1028.14,1221.99 1028.56,1221.93 1028.99,1221.87 \n",
       "  1029.42,1221.81 1029.84,1221.75 1030.27,1221.69 1030.69,1221.64 1031.12,1221.58 1031.55,1221.52 1031.97,1221.46 1032.4,1221.4 1032.82,1221.34 1033.25,1221.29 \n",
       "  1033.68,1221.23 1034.1,1221.17 1034.53,1221.11 1034.95,1221.05 1035.38,1220.99 1035.8,1220.94 1036.23,1220.88 1036.66,1220.82 1037.08,1220.76 1037.51,1220.7 \n",
       "  1037.93,1220.64 1038.36,1220.59 1038.79,1220.53 1039.21,1220.47 1039.64,1220.41 1040.06,1220.35 1040.49,1220.3 1040.92,1220.24 1041.34,1220.18 1041.77,1220.12 \n",
       "  1042.19,1220.06 1042.62,1220 1043.05,1219.95 1043.47,1219.89 1043.9,1219.83 1044.32,1219.77 1044.75,1219.71 1045.18,1219.66 1045.6,1219.6 1046.03,1219.54 \n",
       "  1046.45,1219.48 1046.88,1219.43 1047.3,1219.37 1047.73,1219.31 1048.16,1219.25 1048.58,1219.19 1049.01,1219.14 1049.43,1219.08 1049.86,1219.02 1050.29,1218.96 \n",
       "  1050.71,1218.9 1051.14,1218.85 1051.56,1218.79 1051.99,1218.73 1052.42,1218.67 1052.84,1218.62 1053.27,1218.56 1053.69,1218.5 1054.12,1218.44 1054.55,1218.39 \n",
       "  1054.97,1218.33 1055.4,1218.27 1055.82,1218.21 1056.25,1218.15 1056.68,1218.1 1057.1,1218.04 1057.53,1217.98 1057.95,1217.92 1058.38,1217.87 1058.8,1217.81 \n",
       "  1059.23,1217.75 1059.66,1217.69 1060.08,1217.64 1060.51,1217.58 1060.93,1217.52 1061.36,1217.46 1061.79,1217.41 1062.21,1217.35 1062.64,1217.29 1063.06,1217.24 \n",
       "  1063.49,1217.18 1063.92,1217.12 1064.34,1217.06 1064.77,1217.01 1065.19,1216.95 1065.62,1216.89 1066.05,1216.83 1066.47,1216.78 1066.9,1216.72 1067.32,1216.66 \n",
       "  1067.75,1216.61 1068.18,1216.55 1068.6,1216.49 1069.03,1216.43 1069.45,1216.38 1069.88,1216.32 1070.3,1216.26 1070.73,1216.21 1071.16,1216.15 1071.58,1216.09 \n",
       "  1072.01,1216.03 1072.43,1215.98 1072.86,1215.92 1073.29,1215.86 1073.71,1215.81 1074.14,1215.75 1074.56,1215.69 1074.99,1215.64 1075.42,1215.58 1075.84,1215.52 \n",
       "  1076.27,1215.46 1076.69,1215.41 1077.12,1215.35 1077.55,1215.29 1077.97,1215.24 1078.4,1215.18 1078.82,1215.12 1079.25,1215.07 1079.67,1215.01 1080.1,1214.95 \n",
       "  1080.53,1214.9 1080.95,1214.84 1081.38,1214.78 1081.8,1214.73 1082.23,1214.67 1082.66,1214.61 1083.08,1214.56 1083.51,1214.5 1083.93,1214.44 1084.36,1214.39 \n",
       "  1084.79,1214.33 1085.21,1214.27 1085.64,1214.22 1086.06,1214.16 1086.49,1214.1 1086.92,1214.05 1087.34,1213.99 1087.77,1213.93 1088.19,1213.88 1088.62,1213.82 \n",
       "  1089.05,1213.76 1089.47,1213.71 1089.9,1213.65 1090.32,1213.59 1090.75,1213.54 1091.17,1213.48 1091.6,1213.42 1092.03,1213.37 1092.45,1213.31 1092.88,1213.25 \n",
       "  1093.3,1213.2 1093.73,1213.14 1094.16,1213.09 1094.58,1213.03 1095.01,1212.97 1095.43,1212.92 1095.86,1212.86 1096.29,1212.8 1096.71,1212.75 1097.14,1212.69 \n",
       "  1097.56,1212.64 1097.99,1212.58 1098.42,1212.52 1098.84,1212.47 1099.27,1212.41 1099.69,1212.35 1100.12,1212.3 1100.55,1212.24 1100.97,1212.19 1101.4,1212.13 \n",
       "  1101.82,1212.07 1102.25,1212.02 1102.67,1211.96 1103.1,1211.91 1103.53,1211.85 1103.95,1211.79 1104.38,1211.74 1104.8,1211.68 1105.23,1211.63 1105.66,1211.57 \n",
       "  1106.08,1211.51 1106.51,1211.46 1106.93,1211.4 1107.36,1211.35 1107.79,1211.29 1108.21,1211.23 1108.64,1211.18 1109.06,1211.12 1109.49,1211.07 1109.92,1211.01 \n",
       "  1110.34,1210.95 1110.77,1210.9 1111.19,1210.84 1111.62,1210.79 1112.04,1210.73 1112.47,1210.68 1112.9,1210.62 1113.32,1210.56 1113.75,1210.51 1114.17,1210.45 \n",
       "  1114.6,1210.4 1115.03,1210.34 1115.45,1210.29 1115.88,1210.23 1116.3,1210.17 1116.73,1210.12 1117.16,1210.06 1117.58,1210.01 1118.01,1209.95 1118.43,1209.9 \n",
       "  1118.86,1209.84 1119.29,1209.78 1119.71,1209.73 1120.14,1209.67 1120.56,1209.62 1120.99,1209.56 1121.42,1209.51 1121.84,1209.45 1122.27,1209.4 1122.69,1209.34 \n",
       "  1123.12,1209.29 1123.54,1209.23 1123.97,1209.17 1124.4,1209.12 1124.82,1209.06 1125.25,1209.01 1125.67,1208.95 1126.1,1208.9 1126.53,1208.84 1126.95,1208.79 \n",
       "  1127.38,1208.73 1127.8,1208.68 1128.23,1208.62 1128.66,1208.57 1129.08,1208.51 1129.51,1208.45 1129.93,1208.4 1130.36,1208.34 1130.79,1208.29 1131.21,1208.23 \n",
       "  1131.64,1208.18 1132.06,1208.12 1132.49,1208.07 1132.92,1208.01 1133.34,1207.96 1133.77,1207.9 1134.19,1207.85 1134.62,1207.79 1135.04,1207.74 1135.47,1207.68 \n",
       "  1135.9,1207.63 1136.32,1207.57 1136.75,1207.52 1137.17,1207.46 1137.6,1207.41 1138.03,1207.35 1138.45,1207.3 1138.88,1207.24 1139.3,1207.19 1139.73,1207.13 \n",
       "  1140.16,1207.08 1140.58,1207.02 1141.01,1206.97 1141.43,1206.91 1141.86,1206.86 1142.29,1206.8 1142.71,1206.75 1143.14,1206.69 1143.56,1206.64 1143.99,1206.58 \n",
       "  1144.42,1206.53 1144.84,1206.47 1145.27,1206.42 1145.69,1206.36 1146.12,1206.31 1146.54,1206.25 1146.97,1206.2 1147.4,1206.15 1147.82,1206.09 1148.25,1206.04 \n",
       "  1148.67,1205.98 1149.1,1205.93 1149.53,1205.87 1149.95,1205.82 1150.38,1205.76 1150.8,1205.71 1151.23,1205.65 1151.66,1205.6 1152.08,1205.54 1152.51,1205.49 \n",
       "  1152.93,1205.43 1153.36,1205.38 1153.79,1205.33 1154.21,1205.27 1154.64,1205.22 1155.06,1205.16 1155.49,1205.11 1155.91,1205.05 1156.34,1205 1156.77,1204.94 \n",
       "  1157.19,1204.89 1157.62,1204.84 1158.04,1204.78 1158.47,1204.73 1158.9,1204.67 1159.32,1204.62 1159.75,1204.56 1160.17,1204.51 1160.6,1204.45 1161.03,1204.4 \n",
       "  1161.45,1204.35 1161.88,1204.29 1162.3,1204.24 1162.73,1204.18 1163.16,1204.13 1163.58,1204.07 1164.01,1204.02 1164.43,1203.97 1164.86,1203.91 1165.29,1203.86 \n",
       "  1165.71,1203.8 1166.14,1203.75 1166.56,1203.69 1166.99,1203.64 1167.41,1203.59 1167.84,1203.53 1168.27,1203.48 1168.69,1203.42 1169.12,1203.37 1169.54,1203.32 \n",
       "  1169.97,1203.26 1170.4,1203.21 1170.82,1203.15 1171.25,1203.1 1171.67,1203.05 1172.1,1202.99 1172.53,1202.94 1172.95,1202.88 1173.38,1202.83 1173.8,1202.78 \n",
       "  1174.23,1202.72 1174.66,1202.67 1175.08,1202.61 1175.51,1202.56 1175.93,1202.51 1176.36,1202.45 1176.79,1202.4 1177.21,1202.34 1177.64,1202.29 1178.06,1202.24 \n",
       "  1178.49,1202.18 1178.91,1202.13 1179.34,1202.07 1179.77,1202.02 1180.19,1201.97 1180.62,1201.91 1181.04,1201.86 1181.47,1201.81 1181.9,1201.75 1182.32,1201.7 \n",
       "  1182.75,1201.64 1183.17,1201.59 1183.6,1201.54 1184.03,1201.48 1184.45,1201.43 1184.88,1201.38 1185.3,1201.32 1185.73,1201.27 1186.16,1201.21 1186.58,1201.16 \n",
       "  1187.01,1201.11 1187.43,1201.05 1187.86,1201 1188.29,1200.95 1188.71,1200.89 1189.14,1200.84 1189.56,1200.79 1189.99,1200.73 1190.41,1200.68 1190.84,1200.63 \n",
       "  1191.27,1200.57 1191.69,1200.52 1192.12,1200.46 1192.54,1200.41 1192.97,1200.36 1193.4,1200.3 1193.82,1200.25 1194.25,1200.2 1194.67,1200.14 1195.1,1200.09 \n",
       "  1195.53,1200.04 1195.95,1199.98 1196.38,1199.93 1196.8,1199.88 1197.23,1199.82 1197.66,1199.77 1198.08,1199.72 1198.51,1199.66 1198.93,1199.61 1199.36,1199.56 \n",
       "  1199.78,1199.5 1200.21,1199.45 1200.64,1199.4 1201.06,1199.34 1201.49,1199.29 1201.91,1199.24 1202.34,1199.18 1202.77,1199.13 1203.19,1199.08 1203.62,1199.02 \n",
       "  1204.04,1198.97 1204.47,1198.92 1204.9,1198.87 1205.32,1198.81 1205.75,1198.76 1206.17,1198.71 1206.6,1198.65 1207.03,1198.6 1207.45,1198.55 1207.88,1198.49 \n",
       "  1208.3,1198.44 1208.73,1198.39 1209.16,1198.33 1209.58,1198.28 1210.01,1198.23 1210.43,1198.18 1210.86,1198.12 1211.28,1198.07 1211.71,1198.02 1212.14,1197.96 \n",
       "  1212.56,1197.91 1212.99,1197.86 1213.41,1197.8 1213.84,1197.75 1214.27,1197.7 1214.69,1197.65 1215.12,1197.59 1215.54,1197.54 1215.97,1197.49 1216.4,1197.43 \n",
       "  1216.82,1197.38 1217.25,1197.33 1217.67,1197.28 1218.1,1197.22 1218.53,1197.17 1218.95,1197.12 1219.38,1197.07 1219.8,1197.01 1220.23,1196.96 1220.66,1196.91 \n",
       "  1221.08,1196.85 1221.51,1196.8 1221.93,1196.75 1222.36,1196.7 1222.78,1196.64 1223.21,1196.59 1223.64,1196.54 1224.06,1196.49 1224.49,1196.43 1224.91,1196.38 \n",
       "  1225.34,1196.33 1225.77,1196.28 1226.19,1196.22 1226.62,1196.17 1227.04,1196.12 1227.47,1196.06 1227.9,1196.01 1228.32,1195.96 1228.75,1195.91 1229.17,1195.85 \n",
       "  1229.6,1195.8 1230.03,1195.75 1230.45,1195.7 1230.88,1195.64 1231.3,1195.59 1231.73,1195.54 1232.16,1195.49 1232.58,1195.43 1233.01,1195.38 1233.43,1195.33 \n",
       "  1233.86,1195.28 1234.28,1195.23 1234.71,1195.17 1235.14,1195.12 1235.56,1195.07 1235.99,1195.02 1236.41,1194.96 1236.84,1194.91 1237.27,1194.86 1237.69,1194.81 \n",
       "  1238.12,1194.75 1238.54,1194.7 1238.97,1194.65 1239.4,1194.6 1239.82,1194.55 1240.25,1194.49 1240.67,1194.44 1241.1,1194.39 1241.53,1194.34 1241.95,1194.28 \n",
       "  1242.38,1194.23 1242.8,1194.18 1243.23,1194.13 1243.65,1194.08 1244.08,1194.02 1244.51,1193.97 1244.93,1193.92 1245.36,1193.87 1245.78,1193.82 1246.21,1193.76 \n",
       "  1246.64,1193.71 1247.06,1193.66 1247.49,1193.61 1247.91,1193.55 1248.34,1193.5 1248.77,1193.45 1249.19,1193.4 1249.62,1193.35 1250.04,1193.29 1250.47,1193.24 \n",
       "  1250.9,1193.19 1251.32,1193.14 1251.75,1193.09 1252.17,1193.03 1252.6,1192.98 1253.03,1192.93 1253.45,1192.88 1253.88,1192.83 1254.3,1192.78 1254.73,1192.72 \n",
       "  1255.15,1192.67 1255.58,1192.62 1256.01,1192.57 1256.43,1192.52 1256.86,1192.46 1257.28,1192.41 1257.71,1192.36 1258.14,1192.31 1258.56,1192.26 1258.99,1192.21 \n",
       "  1259.41,1192.15 1259.84,1192.1 1260.27,1192.05 1260.69,1192 1261.12,1191.95 1261.54,1191.9 1261.97,1191.84 1262.4,1191.79 1262.82,1191.74 1263.25,1191.69 \n",
       "  1263.67,1191.64 1264.1,1191.59 1264.53,1191.53 1264.95,1191.48 1265.38,1191.43 1265.8,1191.38 1266.23,1191.33 1266.65,1191.28 1267.08,1191.22 1267.51,1191.17 \n",
       "  1267.93,1191.12 1268.36,1191.07 1268.78,1191.02 1269.21,1190.97 1269.64,1190.91 1270.06,1190.86 1270.49,1190.81 1270.91,1190.76 1271.34,1190.71 1271.77,1190.66 \n",
       "  1272.19,1190.61 1272.62,1190.55 1273.04,1190.5 1273.47,1190.45 1273.9,1190.4 1274.32,1190.35 1274.75,1190.3 1275.17,1190.25 1275.6,1190.19 1276.02,1190.14 \n",
       "  1276.45,1190.09 1276.88,1190.04 1277.3,1189.99 1277.73,1189.94 1278.15,1189.89 1278.58,1189.84 1279.01,1189.78 1279.43,1189.73 1279.86,1189.68 1280.28,1189.63 \n",
       "  1280.71,1189.58 1281.14,1189.53 1281.56,1189.48 1281.99,1189.43 1282.41,1189.37 1282.84,1189.32 1283.27,1189.27 1283.69,1189.22 1284.12,1189.17 1284.54,1189.12 \n",
       "  1284.97,1189.07 1285.4,1189.02 1285.82,1188.96 1286.25,1188.91 1286.67,1188.86 1287.1,1188.81 1287.52,1188.76 1287.95,1188.71 1288.38,1188.66 1288.8,1188.61 \n",
       "  1289.23,1188.56 1289.65,1188.51 1290.08,1188.45 1290.51,1188.4 1290.93,1188.35 1291.36,1188.3 1291.78,1188.25 1292.21,1188.2 1292.64,1188.15 1293.06,1188.1 \n",
       "  1293.49,1188.05 1293.91,1188 1294.34,1187.94 1294.77,1187.89 1295.19,1187.84 1295.62,1187.79 1296.04,1187.74 1296.47,1187.69 1296.9,1187.64 1297.32,1187.59 \n",
       "  1297.75,1187.54 1298.17,1187.49 1298.6,1187.44 1299.02,1187.39 1299.45,1187.33 1299.88,1187.28 1300.3,1187.23 1300.73,1187.18 1301.15,1187.13 1301.58,1187.08 \n",
       "  1302.01,1187.03 1302.43,1186.98 1302.86,1186.93 1303.28,1186.88 1303.71,1186.83 1304.14,1186.78 1304.56,1186.73 1304.99,1186.67 1305.41,1186.62 1305.84,1186.57 \n",
       "  1306.27,1186.52 1306.69,1186.47 1307.12,1186.42 1307.54,1186.37 1307.97,1186.32 1308.4,1186.27 1308.82,1186.22 1309.25,1186.17 1309.67,1186.12 1310.1,1186.07 \n",
       "  1310.52,1186.02 1310.95,1185.97 1311.38,1185.92 1311.8,1185.87 1312.23,1185.81 1312.65,1185.76 1313.08,1185.71 1313.51,1185.66 1313.93,1185.61 1314.36,1185.56 \n",
       "  1314.78,1185.51 1315.21,1185.46 1315.64,1185.41 1316.06,1185.36 1316.49,1185.31 1316.91,1185.26 1317.34,1185.21 1317.77,1185.16 1318.19,1185.11 1318.62,1185.06 \n",
       "  1319.04,1185.01 1319.47,1184.96 1319.89,1184.91 1320.32,1184.86 1320.75,1184.81 1321.17,1184.76 1321.6,1184.71 1322.02,1184.66 1322.45,1184.61 1322.88,1184.56 \n",
       "  1323.3,1184.51 1323.73,1184.45 1324.15,1184.4 1324.58,1184.35 1325.01,1184.3 1325.43,1184.25 1325.86,1184.2 1326.28,1184.15 1326.71,1184.1 1327.14,1184.05 \n",
       "  1327.56,1184 1327.99,1183.95 1328.41,1183.9 1328.84,1183.85 1329.27,1183.8 1329.69,1183.75 1330.12,1183.7 1330.54,1183.65 1330.97,1183.6 1331.39,1183.55 \n",
       "  1331.82,1183.5 1332.25,1183.45 1332.67,1183.4 1333.1,1183.35 1333.52,1183.3 1333.95,1183.25 1334.38,1183.2 1334.8,1183.15 1335.23,1183.1 1335.65,1183.05 \n",
       "  1336.08,1183 1336.51,1182.95 1336.93,1182.9 1337.36,1182.85 1337.78,1182.8 1338.21,1182.75 1338.64,1182.7 1339.06,1182.65 1339.49,1182.6 1339.91,1182.55 \n",
       "  1340.34,1182.5 1340.77,1182.45 1341.19,1182.4 1341.62,1182.35 1342.04,1182.3 1342.47,1182.25 1342.89,1182.2 1343.32,1182.15 1343.75,1182.1 1344.17,1182.05 \n",
       "  1344.6,1182 1345.02,1181.95 1345.45,1181.9 1345.88,1181.85 1346.3,1181.81 1346.73,1181.76 1347.15,1181.71 1347.58,1181.66 1348.01,1181.61 1348.43,1181.56 \n",
       "  1348.86,1181.51 1349.28,1181.46 1349.71,1181.41 1350.14,1181.36 1350.56,1181.31 1350.99,1181.26 1351.41,1181.21 1351.84,1181.16 1352.27,1181.11 1352.69,1181.06 \n",
       "  1353.12,1181.01 1353.54,1180.96 1353.97,1180.91 1354.39,1180.86 1354.82,1180.81 1355.25,1180.76 1355.67,1180.71 1356.1,1180.66 1356.52,1180.61 1356.95,1180.56 \n",
       "  1357.38,1180.51 1357.8,1180.47 1358.23,1180.42 1358.65,1180.37 1359.08,1180.32 1359.51,1180.27 1359.93,1180.22 1360.36,1180.17 1360.78,1180.12 1361.21,1180.07 \n",
       "  1361.64,1180.02 1362.06,1179.97 1362.49,1179.92 1362.91,1179.87 1363.34,1179.82 1363.76,1179.77 1364.19,1179.72 1364.62,1179.67 1365.04,1179.63 1365.47,1179.58 \n",
       "  1365.89,1179.53 1366.32,1179.48 1366.75,1179.43 1367.17,1179.38 1367.6,1179.33 1368.02,1179.28 1368.45,1179.23 1368.88,1179.18 1369.3,1179.13 1369.73,1179.08 \n",
       "  1370.15,1179.03 1370.58,1178.98 1371.01,1178.94 1371.43,1178.89 1371.86,1178.84 1372.28,1178.79 1372.71,1178.74 1373.14,1178.69 1373.56,1178.64 1373.99,1178.59 \n",
       "  1374.41,1178.54 1374.84,1178.49 1375.26,1178.44 1375.69,1178.39 1376.12,1178.35 1376.54,1178.3 1376.97,1178.25 1377.39,1178.2 1377.82,1178.15 1378.25,1178.1 \n",
       "  1378.67,1178.05 1379.1,1178 1379.52,1177.95 1379.95,1177.9 1380.38,1177.85 1380.8,1177.81 1381.23,1177.76 1381.65,1177.71 1382.08,1177.66 1382.51,1177.61 \n",
       "  1382.93,1177.56 1383.36,1177.51 1383.78,1177.46 1384.21,1177.41 1384.64,1177.36 1385.06,1177.32 1385.49,1177.27 1385.91,1177.22 1386.34,1177.17 1386.76,1177.12 \n",
       "  1387.19,1177.07 1387.62,1177.02 1388.04,1176.97 1388.47,1176.92 1388.89,1176.88 1389.32,1176.83 1389.75,1176.78 1390.17,1176.73 1390.6,1176.68 1391.02,1176.63 \n",
       "  1391.45,1176.58 1391.88,1176.53 1392.3,1176.49 1392.73,1176.44 1393.15,1176.39 1393.58,1176.34 1394.01,1176.29 1394.43,1176.24 1394.86,1176.19 1395.28,1176.14 \n",
       "  1395.71,1176.1 1396.13,1176.05 1396.56,1176 1396.99,1175.95 1397.41,1175.9 1397.84,1175.85 1398.26,1175.8 1398.69,1175.75 1399.12,1175.71 1399.54,1175.66 \n",
       "  1399.97,1175.61 1400.39,1175.56 1400.82,1175.51 1401.25,1175.46 1401.67,1175.41 1402.1,1175.37 1402.52,1175.32 1402.95,1175.27 1403.38,1175.22 1403.8,1175.17 \n",
       "  1404.23,1175.12 1404.65,1175.07 1405.08,1175.03 1405.51,1174.98 1405.93,1174.93 1406.36,1174.88 1406.78,1174.83 1407.21,1174.78 1407.63,1174.74 1408.06,1174.69 \n",
       "  1408.49,1174.64 1408.91,1174.59 1409.34,1174.54 1409.76,1174.49 1410.19,1174.44 1410.62,1174.4 1411.04,1174.35 1411.47,1174.3 1411.89,1174.25 1412.32,1174.2 \n",
       "  1412.75,1174.15 1413.17,1174.11 1413.6,1174.06 1414.02,1174.01 1414.45,1173.96 1414.88,1173.91 1415.3,1173.86 1415.73,1173.82 1416.15,1173.77 1416.58,1173.72 \n",
       "  1417.01,1173.67 1417.43,1173.62 1417.86,1173.57 1418.28,1173.53 1418.71,1173.48 1419.13,1173.43 1419.56,1173.38 1419.99,1173.33 1420.41,1173.28 1420.84,1173.24 \n",
       "  1421.26,1173.19 1421.69,1173.14 1422.12,1173.09 1422.54,1173.04 1422.97,1173 1423.39,1172.95 1423.82,1172.9 1424.25,1172.85 1424.67,1172.8 1425.1,1172.76 \n",
       "  1425.52,1172.71 1425.95,1172.66 1426.38,1172.61 1426.8,1172.56 1427.23,1172.51 1427.65,1172.47 1428.08,1172.42 1428.51,1172.37 1428.93,1172.32 1429.36,1172.27 \n",
       "  1429.78,1172.23 1430.21,1172.18 1430.63,1172.13 1431.06,1172.08 1431.49,1172.03 1431.91,1171.99 1432.34,1171.94 1432.76,1171.89 1433.19,1171.84 1433.62,1171.79 \n",
       "  1434.04,1171.75 1434.47,1171.7 1434.89,1171.65 1435.32,1171.6 1435.75,1171.55 1436.17,1171.51 1436.6,1171.46 1437.02,1171.41 1437.45,1171.36 1437.88,1171.32 \n",
       "  1438.3,1171.27 1438.73,1171.22 1439.15,1171.17 1439.58,1171.12 1440,1171.08 1440.43,1171.03 1440.86,1170.98 1441.28,1170.93 1441.71,1170.88 1442.13,1170.84 \n",
       "  1442.56,1170.79 1442.99,1170.74 1443.41,1170.69 1443.84,1170.65 1444.26,1170.6 1444.69,1170.55 1445.12,1170.5 1445.54,1170.45 1445.97,1170.41 1446.39,1170.36 \n",
       "  1446.82,1170.31 1447.25,1170.26 1447.67,1170.22 1448.1,1170.17 1448.52,1170.12 1448.95,1170.07 1449.38,1170.03 1449.8,1169.98 1450.23,1169.93 1450.65,1169.88 \n",
       "  1451.08,1169.84 1451.5,1169.79 1451.93,1169.74 1452.36,1169.69 1452.78,1169.64 1453.21,1169.6 1453.63,1169.55 1454.06,1169.5 1454.49,1169.45 1454.91,1169.41 \n",
       "  1455.34,1169.36 1455.76,1169.31 1456.19,1169.26 1456.62,1169.22 1457.04,1169.17 1457.47,1169.12 1457.89,1169.07 1458.32,1169.03 1458.75,1168.98 1459.17,1168.93 \n",
       "  1459.6,1168.88 1460.02,1168.84 1460.45,1168.79 1460.88,1168.74 1461.3,1168.69 1461.73,1168.65 1462.15,1168.6 1462.58,1168.55 1463,1168.51 1463.43,1168.46 \n",
       "  1463.86,1168.41 1464.28,1168.36 1464.71,1168.32 1465.13,1168.27 1465.56,1168.22 1465.99,1168.17 1466.41,1168.13 1466.84,1168.08 1467.26,1168.03 1467.69,1167.98 \n",
       "  1468.12,1167.94 1468.54,1167.89 1468.97,1167.84 1469.39,1167.8 1469.82,1167.75 1470.25,1167.7 1470.67,1167.65 1471.1,1167.61 1471.52,1167.56 1471.95,1167.51 \n",
       "  1472.38,1167.46 1472.8,1167.42 1473.23,1167.37 1473.65,1167.32 1474.08,1167.28 1474.5,1167.23 1474.93,1167.18 1475.36,1167.13 1475.78,1167.09 1476.21,1167.04 \n",
       "  1476.63,1166.99 1477.06,1166.95 1477.49,1166.9 1477.91,1166.85 1478.34,1166.8 1478.76,1166.76 1479.19,1166.71 1479.62,1166.66 1480.04,1166.62 1480.47,1166.57 \n",
       "  1480.89,1166.52 1481.32,1166.47 1481.75,1166.43 1482.17,1166.38 1482.6,1166.33 1483.02,1166.29 1483.45,1166.24 1483.87,1166.19 1484.3,1166.15 1484.73,1166.1 \n",
       "  1485.15,1166.05 1485.58,1166 1486,1165.96 1486.43,1165.91 1486.86,1165.86 1487.28,1165.82 1487.71,1165.77 1488.13,1165.72 1488.56,1165.68 1488.99,1165.63 \n",
       "  1489.41,1165.58 1489.84,1165.54 1490.26,1165.49 1490.69,1165.44 1491.12,1165.39 1491.54,1165.35 1491.97,1165.3 1492.39,1165.25 1492.82,1165.21 1493.25,1165.16 \n",
       "  1493.67,1165.11 1494.1,1165.07 1494.52,1165.02 1494.95,1164.97 1495.37,1164.93 1495.8,1164.88 1496.23,1164.83 1496.65,1164.79 1497.08,1164.74 1497.5,1164.69 \n",
       "  1497.93,1164.65 1498.36,1164.6 1498.78,1164.55 1499.21,1164.51 1499.63,1164.46 1500.06,1164.41 1500.49,1164.37 1500.91,1164.32 1501.34,1164.27 1501.76,1164.23 \n",
       "  1502.19,1164.18 1502.62,1164.13 1503.04,1164.09 1503.47,1164.04 1503.89,1163.99 1504.32,1163.95 1504.75,1163.9 1505.17,1163.85 1505.6,1163.81 1506.02,1163.76 \n",
       "  1506.45,1163.71 1506.87,1163.67 1507.3,1163.62 1507.73,1163.57 1508.15,1163.53 1508.58,1163.48 1509,1163.43 1509.43,1163.39 1509.86,1163.34 1510.28,1163.29 \n",
       "  1510.71,1163.25 1511.13,1163.2 1511.56,1163.15 1511.99,1163.11 1512.41,1163.06 1512.84,1163.01 1513.26,1162.97 1513.69,1162.92 1514.12,1162.87 1514.54,1162.83 \n",
       "  1514.97,1162.78 1515.39,1162.74 1515.82,1162.69 1516.25,1162.64 1516.67,1162.6 1517.1,1162.55 1517.52,1162.5 1517.95,1162.46 1518.37,1162.41 1518.8,1162.36 \n",
       "  1519.23,1162.32 1519.65,1162.27 1520.08,1162.23 1520.5,1162.18 1520.93,1162.13 1521.36,1162.09 1521.78,1162.04 1522.21,1161.99 1522.63,1161.95 1523.06,1161.9 \n",
       "  1523.49,1161.85 1523.91,1161.81 1524.34,1161.76 1524.76,1161.72 1525.19,1161.67 1525.62,1161.62 1526.04,1161.58 1526.47,1161.53 1526.89,1161.48 1527.32,1161.44 \n",
       "  1527.74,1161.39 1528.17,1161.35 1528.6,1161.3 1529.02,1161.25 1529.45,1161.21 1529.87,1161.16 1530.3,1161.11 1530.73,1161.07 1531.15,1161.02 1531.58,1160.98 \n",
       "  1532,1160.93 1532.43,1160.88 1532.86,1160.84 1533.28,1160.79 1533.71,1160.75 1534.13,1160.7 1534.56,1160.65 1534.99,1160.61 1535.41,1160.56 1535.84,1160.52 \n",
       "  1536.26,1160.47 1536.69,1160.42 1537.12,1160.38 1537.54,1160.33 1537.97,1160.28 1538.39,1160.24 1538.82,1160.19 1539.24,1160.15 1539.67,1160.1 1540.1,1160.05 \n",
       "  1540.52,1160.01 1540.95,1159.96 1541.37,1159.92 1541.8,1159.87 1542.23,1159.82 1542.65,1159.78 1543.08,1159.73 1543.5,1159.69 1543.93,1159.64 1544.36,1159.59 \n",
       "  1544.78,1159.55 1545.21,1159.5 1545.63,1159.46 1546.06,1159.41 1546.49,1159.37 1546.91,1159.32 1547.34,1159.27 1547.76,1159.23 1548.19,1159.18 1548.62,1159.14 \n",
       "  1549.04,1159.09 1549.47,1159.04 1549.89,1159 1550.32,1158.95 1550.74,1158.91 1551.17,1158.86 1551.6,1158.82 1552.02,1158.77 1552.45,1158.72 1552.87,1158.68 \n",
       "  1553.3,1158.63 1553.73,1158.59 1554.15,1158.54 1554.58,1158.49 1555,1158.45 1555.43,1158.4 1555.86,1158.36 1556.28,1158.31 1556.71,1158.27 1557.13,1158.22 \n",
       "  1557.56,1158.17 1557.99,1158.13 1558.41,1158.08 1558.84,1158.04 1559.26,1157.99 1559.69,1157.95 1560.11,1157.9 1560.54,1157.85 1560.97,1157.81 1561.39,1157.76 \n",
       "  1561.82,1157.72 1562.24,1157.67 1562.67,1157.63 1563.1,1157.58 1563.52,1157.54 1563.95,1157.49 1564.37,1157.44 1564.8,1157.4 1565.23,1157.35 1565.65,1157.31 \n",
       "  1566.08,1157.26 1566.5,1157.22 1566.93,1157.17 1567.36,1157.12 1567.78,1157.08 1568.21,1157.03 1568.63,1156.99 1569.06,1156.94 1569.49,1156.9 1569.91,1156.85 \n",
       "  1570.34,1156.81 1570.76,1156.76 1571.19,1156.72 1571.61,1156.67 1572.04,1156.62 1572.47,1156.58 1572.89,1156.53 1573.32,1156.49 1573.74,1156.44 1574.17,1156.4 \n",
       "  1574.6,1156.35 1575.02,1156.31 1575.45,1156.26 1575.87,1156.22 1576.3,1156.17 1576.73,1156.12 1577.15,1156.08 1577.58,1156.03 1578,1155.99 1578.43,1155.94 \n",
       "  1578.86,1155.9 1579.28,1155.85 1579.71,1155.81 1580.13,1155.76 1580.56,1155.72 1580.99,1155.67 1581.41,1155.63 1581.84,1155.58 1582.26,1155.54 1582.69,1155.49 \n",
       "  1583.11,1155.44 1583.54,1155.4 1583.97,1155.35 1584.39,1155.31 1584.82,1155.26 1585.24,1155.22 1585.67,1155.17 1586.1,1155.13 1586.52,1155.08 1586.95,1155.04 \n",
       "  1587.37,1154.99 1587.8,1154.95 1588.23,1154.9 1588.65,1154.86 1589.08,1154.81 1589.5,1154.77 1589.93,1154.72 1590.36,1154.68 1590.78,1154.63 1591.21,1154.59 \n",
       "  1591.63,1154.54 1592.06,1154.5 1592.49,1154.45 1592.91,1154.4 1593.34,1154.36 1593.76,1154.31 1594.19,1154.27 1594.61,1154.22 1595.04,1154.18 1595.47,1154.13 \n",
       "  1595.89,1154.09 1596.32,1154.04 1596.74,1154 1597.17,1153.95 1597.6,1153.91 1598.02,1153.86 1598.45,1153.82 1598.87,1153.77 1599.3,1153.73 1599.73,1153.68 \n",
       "  1600.15,1153.64 1600.58,1153.59 1601,1153.55 1601.43,1153.5 1601.86,1153.46 1602.28,1153.41 1602.71,1153.37 1603.13,1153.32 1603.56,1153.28 1603.98,1153.23 \n",
       "  1604.41,1153.19 1604.84,1153.14 1605.26,1153.1 1605.69,1153.05 1606.11,1153.01 1606.54,1152.96 1606.97,1152.92 1607.39,1152.87 1607.82,1152.83 1608.24,1152.78 \n",
       "  1608.67,1152.74 1609.1,1152.69 1609.52,1152.65 1609.95,1152.61 1610.37,1152.56 1610.8,1152.52 1611.23,1152.47 1611.65,1152.43 1612.08,1152.38 1612.5,1152.34 \n",
       "  1612.93,1152.29 1613.36,1152.25 1613.78,1152.2 1614.21,1152.16 1614.63,1152.11 1615.06,1152.07 1615.48,1152.02 1615.91,1151.98 1616.34,1151.93 1616.76,1151.89 \n",
       "  1617.19,1151.84 1617.61,1151.8 1618.04,1151.75 1618.47,1151.71 1618.89,1151.66 1619.32,1151.62 1619.74,1151.58 1620.17,1151.53 1620.6,1151.49 1621.02,1151.44 \n",
       "  1621.45,1151.4 1621.87,1151.35 1622.3,1151.31 1622.73,1151.26 1623.15,1151.22 1623.58,1151.17 1624,1151.13 1624.43,1151.08 1624.86,1151.04 1625.28,1150.99 \n",
       "  1625.71,1150.95 1626.13,1150.91 1626.56,1150.86 1626.98,1150.82 1627.41,1150.77 1627.84,1150.73 1628.26,1150.68 1628.69,1150.64 1629.11,1150.59 1629.54,1150.55 \n",
       "  1629.97,1150.5 1630.39,1150.46 1630.82,1150.42 1631.24,1150.37 1631.67,1150.33 1632.1,1150.28 1632.52,1150.24 1632.95,1150.19 1633.37,1150.15 1633.8,1150.1 \n",
       "  1634.23,1150.06 1634.65,1150.02 1635.08,1149.97 1635.5,1149.93 1635.93,1149.88 1636.36,1149.84 1636.78,1149.79 1637.21,1149.75 1637.63,1149.7 1638.06,1149.66 \n",
       "  1638.48,1149.62 1638.91,1149.57 1639.34,1149.53 1639.76,1149.48 1640.19,1149.44 1640.61,1149.39 1641.04,1149.35 1641.47,1149.3 1641.89,1149.26 1642.32,1149.22 \n",
       "  1642.74,1149.17 1643.17,1149.13 1643.6,1149.08 1644.02,1149.04 1644.45,1148.99 1644.87,1148.95 1645.3,1148.91 1645.73,1148.86 1646.15,1148.82 1646.58,1148.77 \n",
       "  1647,1148.73 1647.43,1148.68 1647.85,1148.64 1648.28,1148.6 1648.71,1148.55 1649.13,1148.51 1649.56,1148.46 1649.98,1148.42 1650.41,1148.37 1650.84,1148.33 \n",
       "  1651.26,1148.29 1651.69,1148.24 1652.11,1148.2 1652.54,1148.15 1652.97,1148.11 1653.39,1148.06 1653.82,1148.02 1654.24,1147.98 1654.67,1147.93 1655.1,1147.89 \n",
       "  1655.52,1147.84 1655.95,1147.8 1656.37,1147.76 1656.8,1147.71 1657.23,1147.67 1657.65,1147.62 1658.08,1147.58 1658.5,1147.54 1658.93,1147.49 1659.35,1147.45 \n",
       "  1659.78,1147.4 1660.21,1147.36 1660.63,1147.31 1661.06,1147.27 1661.48,1147.23 1661.91,1147.18 1662.34,1147.14 1662.76,1147.09 1663.19,1147.05 1663.61,1147.01 \n",
       "  1664.04,1146.96 1664.47,1146.92 1664.89,1146.87 1665.32,1146.83 1665.74,1146.79 1666.17,1146.74 1666.6,1146.7 1667.02,1146.65 1667.45,1146.61 1667.87,1146.57 \n",
       "  1668.3,1146.52 1668.73,1146.48 1669.15,1146.43 1669.58,1146.39 1670,1146.35 1670.43,1146.3 1670.85,1146.26 1671.28,1146.21 1671.71,1146.17 1672.13,1146.13 \n",
       "  1672.56,1146.08 1672.98,1146.04 1673.41,1146 1673.84,1145.95 1674.26,1145.91 1674.69,1145.86 1675.11,1145.82 1675.54,1145.78 1675.97,1145.73 1676.39,1145.69 \n",
       "  1676.82,1145.64 1677.24,1145.6 1677.67,1145.56 1678.1,1145.51 1678.52,1145.47 1678.95,1145.43 1679.37,1145.38 1679.8,1145.34 1680.22,1145.29 1680.65,1145.25 \n",
       "  1681.08,1145.21 1681.5,1145.16 1681.93,1145.12 1682.35,1145.08 1682.78,1145.03 1683.21,1144.99 1683.63,1144.94 1684.06,1144.9 1684.48,1144.86 1684.91,1144.81 \n",
       "  1685.34,1144.77 1685.76,1144.73 1686.19,1144.68 1686.61,1144.64 1687.04,1144.59 1687.47,1144.55 1687.89,1144.51 1688.32,1144.46 1688.74,1144.42 1689.17,1144.38 \n",
       "  1689.6,1144.33 1690.02,1144.29 1690.45,1144.25 1690.87,1144.2 1691.3,1144.16 1691.72,1144.11 1692.15,1144.07 1692.58,1144.03 1693,1143.98 1693.43,1143.94 \n",
       "  1693.85,1143.9 1694.28,1143.85 1694.71,1143.81 1695.13,1143.77 1695.56,1143.72 1695.98,1143.68 1696.41,1143.64 1696.84,1143.59 1697.26,1143.55 1697.69,1143.5 \n",
       "  1698.11,1143.46 1698.54,1143.42 1698.97,1143.37 1699.39,1143.33 1699.82,1143.29 1700.24,1143.24 1700.67,1143.2 1701.1,1143.16 1701.52,1143.11 1701.95,1143.07 \n",
       "  1702.37,1143.03 1702.8,1142.98 1703.22,1142.94 1703.65,1142.9 1704.08,1142.85 1704.5,1142.81 1704.93,1142.77 1705.35,1142.72 1705.78,1142.68 1706.21,1142.64 \n",
       "  1706.63,1142.59 1707.06,1142.55 1707.48,1142.51 1707.91,1142.46 1708.34,1142.42 1708.76,1142.38 1709.19,1142.33 1709.61,1142.29 1710.04,1142.25 1710.47,1142.2 \n",
       "  1710.89,1142.16 1711.32,1142.12 1711.74,1142.07 1712.17,1142.03 1712.6,1141.99 1713.02,1141.94 1713.45,1141.9 1713.87,1141.86 1714.3,1141.81 1714.72,1141.77 \n",
       "  1715.15,1141.73 1715.58,1141.68 1716,1141.64 1716.43,1141.6 1716.85,1141.55 1717.28,1141.51 1717.71,1141.47 1718.13,1141.42 1718.56,1141.38 1718.98,1141.34 \n",
       "  1719.41,1141.29 1719.84,1141.25 1720.26,1141.21 1720.69,1141.16 1721.11,1141.12 1721.54,1141.08 1721.97,1141.03 1722.39,1140.99 1722.82,1140.95 1723.24,1140.9 \n",
       "  1723.67,1140.86 1724.09,1140.82 1724.52,1140.77 1724.95,1140.73 1725.37,1140.69 1725.8,1140.65 1726.22,1140.6 1726.65,1140.56 1727.08,1140.52 1727.5,1140.47 \n",
       "  1727.93,1140.43 1728.35,1140.39 1728.78,1140.34 1729.21,1140.3 1729.63,1140.26 1730.06,1140.21 1730.48,1140.17 1730.91,1140.13 1731.34,1140.09 1731.76,1140.04 \n",
       "  1732.19,1140 1732.61,1139.96 1733.04,1139.91 1733.47,1139.87 1733.89,1139.83 1734.32,1139.78 1734.74,1139.74 1735.17,1139.7 1735.59,1139.66 1736.02,1139.61 \n",
       "  1736.45,1139.57 1736.87,1139.53 1737.3,1139.48 1737.72,1139.44 1738.15,1139.4 1738.58,1139.35 1739,1139.31 1739.43,1139.27 1739.85,1139.23 1740.28,1139.18 \n",
       "  1740.71,1139.14 1741.13,1139.1 1741.56,1139.05 1741.98,1139.01 1742.41,1138.97 1742.84,1138.93 1743.26,1138.88 1743.69,1138.84 1744.11,1138.8 1744.54,1138.75 \n",
       "  1744.97,1138.71 1745.39,1138.67 1745.82,1138.63 1746.24,1138.58 1746.67,1138.54 1747.09,1138.5 1747.52,1138.45 1747.95,1138.41 1748.37,1138.37 1748.8,1138.33 \n",
       "  1749.22,1138.28 1749.65,1138.24 1750.08,1138.2 1750.5,1138.15 1750.93,1138.11 1751.35,1138.07 1751.78,1138.03 1752.21,1137.98 1752.63,1137.94 1753.06,1137.9 \n",
       "  1753.48,1137.86 1753.91,1137.81 1754.34,1137.77 1754.76,1137.73 1755.19,1137.68 1755.61,1137.64 1756.04,1137.6 1756.47,1137.56 1756.89,1137.51 1757.32,1137.47 \n",
       "  1757.74,1137.43 1758.17,1137.39 1758.59,1137.34 1759.02,1137.3 1759.45,1137.26 1759.87,1137.21 1760.3,1137.17 1760.72,1137.13 1761.15,1137.09 1761.58,1137.04 \n",
       "  1762,1137 1762.43,1136.96 1762.85,1136.92 1763.28,1136.87 1763.71,1136.83 1764.13,1136.79 1764.56,1136.75 1764.98,1136.7 1765.41,1136.66 1765.84,1136.62 \n",
       "  1766.26,1136.58 1766.69,1136.53 1767.11,1136.49 1767.54,1136.45 1767.96,1136.41 1768.39,1136.36 1768.82,1136.32 1769.24,1136.28 1769.67,1136.24 1770.09,1136.19 \n",
       "  1770.52,1136.15 1770.95,1136.11 1771.37,1136.07 1771.8,1136.02 1772.22,1135.98 1772.65,1135.94 1773.08,1135.9 1773.5,1135.85 1773.93,1135.81 1774.35,1135.77 \n",
       "  1774.78,1135.73 1775.21,1135.68 1775.63,1135.64 1776.06,1135.6 1776.48,1135.56 1776.91,1135.51 1777.34,1135.47 1777.76,1135.43 1778.19,1135.39 1778.61,1135.34 \n",
       "  1779.04,1135.3 1779.46,1135.26 1779.89,1135.22 1780.32,1135.17 1780.74,1135.13 1781.17,1135.09 1781.59,1135.05 1782.02,1135 1782.45,1134.96 1782.87,1134.92 \n",
       "  1783.3,1134.88 1783.72,1134.84 1784.15,1134.79 1784.58,1134.75 1785,1134.71 1785.43,1134.67 1785.85,1134.62 1786.28,1134.58 1786.71,1134.54 1787.13,1134.5 \n",
       "  1787.56,1134.45 1787.98,1134.41 1788.41,1134.37 1788.84,1134.33 1789.26,1134.29 1789.69,1134.24 1790.11,1134.2 1790.54,1134.16 1790.96,1134.12 1791.39,1134.07 \n",
       "  1791.82,1134.03 1792.24,1133.99 1792.67,1133.95 1793.09,1133.91 1793.52,1133.86 1793.95,1133.82 1794.37,1133.78 1794.8,1133.74 1795.22,1133.69 1795.65,1133.65 \n",
       "  1796.08,1133.61 1796.5,1133.57 1796.93,1133.53 1797.35,1133.48 1797.78,1133.44 1798.21,1133.4 1798.63,1133.36 1799.06,1133.32 1799.48,1133.27 1799.91,1133.23 \n",
       "  1800.34,1133.19 1800.76,1133.15 1801.19,1133.1 1801.61,1133.06 1802.04,1133.02 1802.46,1132.98 1802.89,1132.94 1803.32,1132.89 1803.74,1132.85 1804.17,1132.81 \n",
       "  1804.59,1132.77 1805.02,1132.73 1805.45,1132.68 1805.87,1132.64 1806.3,1132.6 1806.72,1132.56 1807.15,1132.52 1807.58,1132.47 1808,1132.43 1808.43,1132.39 \n",
       "  1808.85,1132.35 1809.28,1132.31 1809.71,1132.26 1810.13,1132.22 1810.56,1132.18 1810.98,1132.14 1811.41,1132.1 1811.83,1132.05 1812.26,1132.01 1812.69,1131.97 \n",
       "  1813.11,1131.93 1813.54,1131.89 1813.96,1131.84 1814.39,1131.8 1814.82,1131.76 1815.24,1131.72 1815.67,1131.68 1816.09,1131.63 1816.52,1131.59 1816.95,1131.55 \n",
       "  1817.37,1131.51 1817.8,1131.47 1818.22,1131.43 1818.65,1131.38 1819.08,1131.34 1819.5,1131.3 1819.93,1131.26 1820.35,1131.22 1820.78,1131.17 1821.21,1131.13 \n",
       "  1821.63,1131.09 1822.06,1131.05 1822.48,1131.01 1822.91,1130.97 1823.33,1130.92 1823.76,1130.88 1824.19,1130.84 1824.61,1130.8 1825.04,1130.76 1825.46,1130.71 \n",
       "  1825.89,1130.67 1826.32,1130.63 1826.74,1130.59 1827.17,1130.55 1827.59,1130.51 1828.02,1130.46 1828.45,1130.42 1828.87,1130.38 1829.3,1130.34 1829.72,1130.3 \n",
       "  1830.15,1130.26 1830.58,1130.21 1831,1130.17 1831.43,1130.13 1831.85,1130.09 1832.28,1130.05 1832.71,1130 1833.13,1129.96 1833.56,1129.92 1833.98,1129.88 \n",
       "  1834.41,1129.84 1834.83,1129.8 1835.26,1129.75 1835.69,1129.71 1836.11,1129.67 1836.54,1129.63 1836.96,1129.59 1837.39,1129.55 1837.82,1129.5 1838.24,1129.46 \n",
       "  1838.67,1129.42 1839.09,1129.38 1839.52,1129.34 1839.95,1129.3 1840.37,1129.26 1840.8,1129.21 1841.22,1129.17 1841.65,1129.13 1842.08,1129.09 1842.5,1129.05 \n",
       "  1842.93,1129.01 1843.35,1128.96 1843.78,1128.92 1844.2,1128.88 1844.63,1128.84 1845.06,1128.8 1845.48,1128.76 1845.91,1128.72 1846.33,1128.67 1846.76,1128.63 \n",
       "  1847.19,1128.59 1847.61,1128.55 1848.04,1128.51 1848.46,1128.47 1848.89,1128.42 1849.32,1128.38 1849.74,1128.34 1850.17,1128.3 1850.59,1128.26 1851.02,1128.22 \n",
       "  1851.45,1128.18 1851.87,1128.13 1852.3,1128.09 1852.72,1128.05 1853.15,1128.01 1853.58,1127.97 1854,1127.93 1854.43,1127.89 1854.85,1127.84 1855.28,1127.8 \n",
       "  1855.7,1127.76 1856.13,1127.72 1856.56,1127.68 1856.98,1127.64 1857.41,1127.6 1857.83,1127.55 1858.26,1127.51 1858.69,1127.47 1859.11,1127.43 1859.54,1127.39 \n",
       "  1859.96,1127.35 1860.39,1127.31 1860.82,1127.26 1861.24,1127.22 1861.67,1127.18 1862.09,1127.14 1862.52,1127.1 1862.95,1127.06 1863.37,1127.02 1863.8,1126.98 \n",
       "  1864.22,1126.93 1864.65,1126.89 1865.08,1126.85 1865.5,1126.81 1865.93,1126.77 1866.35,1126.73 1866.78,1126.69 1867.2,1126.65 1867.63,1126.6 1868.06,1126.56 \n",
       "  1868.48,1126.52 1868.91,1126.48 1869.33,1126.44 1869.76,1126.4 1870.19,1126.36 1870.61,1126.32 1871.04,1126.27 1871.46,1126.23 1871.89,1126.19 1872.32,1126.15 \n",
       "  1872.74,1126.11 1873.17,1126.07 1873.59,1126.03 1874.02,1125.99 1874.45,1125.94 1874.87,1125.9 1875.3,1125.86 1875.72,1125.82 1876.15,1125.78 1876.58,1125.74 \n",
       "  1877,1125.7 1877.43,1125.66 1877.85,1125.62 1878.28,1125.57 1878.7,1125.53 1879.13,1125.49 1879.56,1125.45 1879.98,1125.41 1880.41,1125.37 1880.83,1125.33 \n",
       "  1881.26,1125.29 1881.69,1125.25 1882.11,1125.2 1882.54,1125.16 1882.96,1125.12 1883.39,1125.08 1883.82,1125.04 1884.24,1125 1884.67,1124.96 1885.09,1124.92 \n",
       "  1885.52,1124.88 1885.95,1124.84 1886.37,1124.79 1886.8,1124.75 1887.22,1124.71 1887.65,1124.67 1888.07,1124.63 1888.5,1124.59 1888.93,1124.55 1889.35,1124.51 \n",
       "  1889.78,1124.47 1890.2,1124.43 1890.63,1124.38 1891.06,1124.34 1891.48,1124.3 1891.91,1124.26 1892.33,1124.22 1892.76,1124.18 1893.19,1124.14 1893.61,1124.1 \n",
       "  1894.04,1124.06 1894.46,1124.02 1894.89,1123.97 1895.32,1123.93 1895.74,1123.89 1896.17,1123.85 1896.59,1123.81 1897.02,1123.77 1897.45,1123.73 1897.87,1123.69 \n",
       "  1898.3,1123.65 1898.72,1123.61 1899.15,1123.57 1899.57,1123.52 1900,1123.48 1900.43,1123.44 1900.85,1123.4 1901.28,1123.36 1901.7,1123.32 1902.13,1123.28 \n",
       "  1902.56,1123.24 1902.98,1123.2 1903.41,1123.16 1903.83,1123.12 1904.26,1123.08 1904.69,1123.03 1905.11,1122.99 1905.54,1122.95 1905.96,1122.91 1906.39,1122.87 \n",
       "  1906.82,1122.83 1907.24,1122.79 1907.67,1122.75 1908.09,1122.71 1908.52,1122.67 1908.95,1122.63 1909.37,1122.59 1909.8,1122.55 1910.22,1122.5 1910.65,1122.46 \n",
       "  1911.07,1122.42 1911.5,1122.38 1911.93,1122.34 1912.35,1122.3 1912.78,1122.26 1913.2,1122.22 1913.63,1122.18 1914.06,1122.14 1914.48,1122.1 1914.91,1122.06 \n",
       "  1915.33,1122.02 1915.76,1121.98 1916.19,1121.93 1916.61,1121.89 1917.04,1121.85 1917.46,1121.81 1917.89,1121.77 1918.32,1121.73 1918.74,1121.69 1919.17,1121.65 \n",
       "  1919.59,1121.61 1920.02,1121.57 1920.45,1121.53 1920.87,1121.49 1921.3,1121.45 1921.72,1121.41 1922.15,1121.37 1922.57,1121.33 1923,1121.28 1923.43,1121.24 \n",
       "  1923.85,1121.2 1924.28,1121.16 1924.7,1121.12 1925.13,1121.08 1925.56,1121.04 1925.98,1121 1926.41,1120.96 1926.83,1120.92 1927.26,1120.88 1927.69,1120.84 \n",
       "  1928.11,1120.8 1928.54,1120.76 1928.96,1120.72 1929.39,1120.68 1929.82,1120.64 1930.24,1120.6 1930.67,1120.56 1931.09,1120.51 1931.52,1120.47 1931.94,1120.43 \n",
       "  1932.37,1120.39 1932.8,1120.35 1933.22,1120.31 1933.65,1120.27 1934.07,1120.23 1934.5,1120.19 1934.93,1120.15 1935.35,1120.11 1935.78,1120.07 1936.2,1120.03 \n",
       "  1936.63,1119.99 1937.06,1119.95 1937.48,1119.91 1937.91,1119.87 1938.33,1119.83 1938.76,1119.79 1939.19,1119.75 1939.61,1119.71 1940.04,1119.67 1940.46,1119.62 \n",
       "  1940.89,1119.58 1941.32,1119.54 1941.74,1119.5 1942.17,1119.46 1942.59,1119.42 1943.02,1119.38 1943.44,1119.34 1943.87,1119.3 1944.3,1119.26 1944.72,1119.22 \n",
       "  1945.15,1119.18 1945.57,1119.14 1946,1119.1 1946.43,1119.06 1946.85,1119.02 1947.28,1118.98 1947.7,1118.94 1948.13,1118.9 1948.56,1118.86 1948.98,1118.82 \n",
       "  1949.41,1118.78 1949.83,1118.74 1950.26,1118.7 1950.69,1118.66 1951.11,1118.62 1951.54,1118.58 1951.96,1118.54 1952.39,1118.5 1952.82,1118.46 1953.24,1118.42 \n",
       "  1953.67,1118.38 1954.09,1118.33 1954.52,1118.29 1954.94,1118.25 1955.37,1118.21 1955.8,1118.17 1956.22,1118.13 1956.65,1118.09 1957.07,1118.05 1957.5,1118.01 \n",
       "  1957.93,1117.97 1958.35,1117.93 1958.78,1117.89 1959.2,1117.85 1959.63,1117.81 1960.06,1117.77 1960.48,1117.73 1960.91,1117.69 1961.33,1117.65 1961.76,1117.61 \n",
       "  1962.19,1117.57 1962.61,1117.53 1963.04,1117.49 1963.46,1117.45 1963.89,1117.41 1964.32,1117.37 1964.74,1117.33 1965.17,1117.29 1965.59,1117.25 1966.02,1117.21 \n",
       "  1966.44,1117.17 1966.87,1117.13 1967.3,1117.09 1967.72,1117.05 1968.15,1117.01 1968.57,1116.97 1969,1116.93 1969.43,1116.89 1969.85,1116.85 1970.28,1116.81 \n",
       "  1970.7,1116.77 1971.13,1116.73 1971.56,1116.69 1971.98,1116.65 1972.41,1116.61 1972.83,1116.57 1973.26,1116.53 1973.69,1116.49 1974.11,1116.45 1974.54,1116.41 \n",
       "  1974.96,1116.37 1975.39,1116.33 1975.81,1116.29 1976.24,1116.25 1976.67,1116.21 1977.09,1116.17 1977.52,1116.13 1977.94,1116.09 1978.37,1116.05 1978.8,1116.01 \n",
       "  1979.22,1115.97 1979.65,1115.93 1980.07,1115.89 1980.5,1115.85 1980.93,1115.81 1981.35,1115.77 1981.78,1115.73 1982.2,1115.69 1982.63,1115.65 1983.06,1115.61 \n",
       "  1983.48,1115.57 1983.91,1115.53 1984.33,1115.49 1984.76,1115.45 1985.19,1115.41 1985.61,1115.37 1986.04,1115.33 1986.46,1115.29 1986.89,1115.25 1987.31,1115.21 \n",
       "  1987.74,1115.17 1988.17,1115.13 1988.59,1115.09 1989.02,1115.05 1989.44,1115.01 1989.87,1114.97 1990.3,1114.93 1990.72,1114.89 1991.15,1114.85 1991.57,1114.81 \n",
       "  1992,1114.77 1992.43,1114.73 1992.85,1114.69 1993.28,1114.65 1993.7,1114.61 1994.13,1114.57 1994.56,1114.53 1994.98,1114.49 1995.41,1114.46 1995.83,1114.42 \n",
       "  1996.26,1114.38 1996.69,1114.34 1997.11,1114.3 1997.54,1114.26 1997.96,1114.22 1998.39,1114.18 1998.81,1114.14 1999.24,1114.1 1999.67,1114.06 2000.09,1114.02 \n",
       "  2000.52,1113.98 2000.94,1113.94 2001.37,1113.9 2001.8,1113.86 2002.22,1113.82 2002.65,1113.78 2003.07,1113.74 2003.5,1113.7 2003.93,1113.66 2004.35,1113.62 \n",
       "  2004.78,1113.58 2005.2,1113.54 2005.63,1113.5 2006.06,1113.46 2006.48,1113.42 2006.91,1113.38 2007.33,1113.34 2007.76,1113.3 2008.18,1113.26 2008.61,1113.22 \n",
       "  2009.04,1113.18 2009.46,1113.15 2009.89,1113.11 2010.31,1113.07 2010.74,1113.03 2011.17,1112.99 2011.59,1112.95 2012.02,1112.91 2012.44,1112.87 2012.87,1112.83 \n",
       "  2013.3,1112.79 2013.72,1112.75 2014.15,1112.71 2014.57,1112.67 2015,1112.63 2015.43,1112.59 2015.85,1112.55 2016.28,1112.51 2016.7,1112.47 2017.13,1112.43 \n",
       "  2017.56,1112.39 2017.98,1112.35 2018.41,1112.31 2018.83,1112.27 2019.26,1112.24 2019.68,1112.2 2020.11,1112.16 2020.54,1112.12 2020.96,1112.08 2021.39,1112.04 \n",
       "  2021.81,1112 2022.24,1111.96 2022.67,1111.92 2023.09,1111.88 2023.52,1111.84 2023.94,1111.8 2024.37,1111.76 2024.8,1111.72 2025.22,1111.68 2025.65,1111.64 \n",
       "  2026.07,1111.6 2026.5,1111.56 2026.93,1111.53 2027.35,1111.49 2027.78,1111.45 2028.2,1111.41 2028.63,1111.37 2029.06,1111.33 2029.48,1111.29 2029.91,1111.25 \n",
       "  2030.33,1111.21 2030.76,1111.17 2031.18,1111.13 2031.61,1111.09 2032.04,1111.05 2032.46,1111.01 2032.89,1110.97 2033.31,1110.93 2033.74,1110.89 2034.17,1110.86 \n",
       "  2034.59,1110.82 2035.02,1110.78 2035.44,1110.74 2035.87,1110.7 2036.3,1110.66 2036.72,1110.62 2037.15,1110.58 2037.57,1110.54 2038,1110.5 2038.43,1110.46 \n",
       "  2038.85,1110.42 2039.28,1110.38 2039.7,1110.34 2040.13,1110.3 2040.56,1110.27 2040.98,1110.23 2041.41,1110.19 2041.83,1110.15 2042.26,1110.11 2042.68,1110.07 \n",
       "  2043.11,1110.03 2043.54,1109.99 2043.96,1109.95 2044.39,1109.91 2044.81,1109.87 2045.24,1109.83 2045.67,1109.79 2046.09,1109.76 2046.52,1109.72 2046.94,1109.68 \n",
       "  2047.37,1109.64 2047.8,1109.6 2048.22,1109.56 2048.65,1109.52 2049.07,1109.48 2049.5,1109.44 2049.93,1109.4 2050.35,1109.36 2050.78,1109.32 2051.2,1109.29 \n",
       "  2051.63,1109.25 2052.05,1109.21 2052.48,1109.17 2052.91,1109.13 2053.33,1109.09 2053.76,1109.05 2054.18,1109.01 2054.61,1108.97 2055.04,1108.93 2055.46,1108.89 \n",
       "  2055.89,1108.85 2056.31,1108.82 2056.74,1108.78 2057.17,1108.74 2057.59,1108.7 2058.02,1108.66 2058.44,1108.62 2058.87,1108.58 2059.3,1108.54 2059.72,1108.5 \n",
       "  2060.15,1108.46 2060.57,1108.42 2061,1108.39 2061.43,1108.35 2061.85,1108.31 2062.28,1108.27 2062.7,1108.23 2063.13,1108.19 2063.55,1108.15 2063.98,1108.11 \n",
       "  2064.41,1108.07 2064.83,1108.03 2065.26,1107.99 2065.68,1107.96 2066.11,1107.92 2066.54,1107.88 2066.96,1107.84 2067.39,1107.8 2067.81,1107.76 2068.24,1107.72 \n",
       "  2068.67,1107.68 2069.09,1107.64 2069.52,1107.6 2069.94,1107.57 2070.37,1107.53 2070.8,1107.49 2071.22,1107.45 2071.65,1107.41 2072.07,1107.37 2072.5,1107.33 \n",
       "  2072.93,1107.29 2073.35,1107.25 2073.78,1107.22 2074.2,1107.18 2074.63,1107.14 2075.05,1107.1 2075.48,1107.06 2075.91,1107.02 2076.33,1106.98 2076.76,1106.94 \n",
       "  2077.18,1106.9 2077.61,1106.87 2078.04,1106.83 2078.46,1106.79 2078.89,1106.75 2079.31,1106.71 2079.74,1106.67 2080.17,1106.63 2080.59,1106.59 2081.02,1106.55 \n",
       "  2081.44,1106.52 2081.87,1106.48 2082.3,1106.44 2082.72,1106.4 2083.15,1106.36 2083.57,1106.32 2084,1106.28 2084.43,1106.24 2084.85,1106.2 2085.28,1106.17 \n",
       "  2085.7,1106.13 2086.13,1106.09 2086.55,1106.05 2086.98,1106.01 2087.41,1105.97 2087.83,1105.93 2088.26,1105.89 2088.68,1105.86 2089.11,1105.82 2089.54,1105.78 \n",
       "  2089.96,1105.74 2090.39,1105.7 2090.81,1105.66 2091.24,1105.62 2091.67,1105.58 2092.09,1105.55 2092.52,1105.51 2092.94,1105.47 2093.37,1105.43 2093.8,1105.39 \n",
       "  2094.22,1105.35 2094.65,1105.31 2095.07,1105.27 2095.5,1105.24 2095.92,1105.2 2096.35,1105.16 2096.78,1105.12 2097.2,1105.08 2097.63,1105.04 2098.05,1105 \n",
       "  2098.48,1104.96 2098.91,1104.93 2099.33,1104.89 2099.76,1104.85 2100.18,1104.81 2100.61,1104.77 2101.04,1104.73 2101.46,1104.69 2101.89,1104.66 2102.31,1104.62 \n",
       "  2102.74,1104.58 2103.17,1104.54 2103.59,1104.5 2104.02,1104.46 2104.44,1104.42 2104.87,1104.38 2105.3,1104.35 2105.72,1104.31 2106.15,1104.27 2106.57,1104.23 \n",
       "  2107,1104.19 2107.42,1104.15 2107.85,1104.11 2108.28,1104.08 2108.7,1104.04 2109.13,1104 2109.55,1103.96 2109.98,1103.92 2110.41,1103.88 2110.83,1103.84 \n",
       "  2111.26,1103.81 2111.68,1103.77 2112.11,1103.73 2112.54,1103.69 2112.96,1103.65 2113.39,1103.61 2113.81,1103.57 2114.24,1103.54 2114.67,1103.5 2115.09,1103.46 \n",
       "  2115.52,1103.42 2115.94,1103.38 2116.37,1103.34 2116.8,1103.3 2117.22,1103.27 2117.65,1103.23 2118.07,1103.19 2118.5,1103.15 2118.92,1103.11 2119.35,1103.07 \n",
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       "  2192.18,1096.56 2192.61,1096.52 2193.04,1096.48 2193.46,1096.44 2193.89,1096.4 2194.31,1096.37 2194.74,1096.33 2195.16,1096.29 2195.59,1096.25 2196.02,1096.22 \n",
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       "  390.533,1340.71 390.959,1340.59 391.385,1340.46 391.811,1340.34 392.237,1340.22 392.663,1340.1 393.089,1339.98 393.515,1339.85 393.94,1339.73 394.366,1339.61 \n",
       "  394.792,1339.49 395.218,1339.37 395.644,1339.25 396.07,1339.12 396.496,1339 396.922,1338.88 397.348,1338.76 397.774,1338.64 398.2,1338.52 398.626,1338.4 \n",
       "  399.051,1338.28 399.477,1338.16 399.903,1338.04 400.329,1337.92 400.755,1337.8 401.181,1337.68 401.607,1337.56 402.033,1337.44 402.459,1337.32 402.885,1337.2 \n",
       "  403.311,1337.08 403.737,1336.97 404.163,1336.85 404.588,1336.73 405.014,1336.61 405.44,1336.49 405.866,1336.37 406.292,1336.26 406.718,1336.14 407.144,1336.02 \n",
       "  407.57,1335.9 407.996,1335.78 408.422,1335.67 408.848,1335.55 409.274,1335.43 409.7,1335.32 410.125,1335.2 410.551,1335.08 410.977,1334.97 411.403,1334.85 \n",
       "  411.829,1334.73 412.255,1334.62 412.681,1334.5 413.107,1334.38 413.533,1334.27 413.959,1334.15 414.385,1334.04 414.811,1333.92 415.237,1333.8 415.662,1333.69 \n",
       "  416.088,1333.57 416.514,1333.46 416.94,1333.34 417.366,1333.23 417.792,1333.11 418.218,1333 418.644,1332.88 419.07,1332.77 419.496,1332.66 419.922,1332.54 \n",
       "  420.348,1332.43 420.774,1332.31 421.199,1332.2 421.625,1332.09 422.051,1331.97 422.477,1331.86 422.903,1331.74 423.329,1331.63 423.755,1331.52 424.181,1331.4 \n",
       "  424.607,1331.29 425.033,1331.18 425.459,1331.07 425.885,1330.95 426.31,1330.84 426.736,1330.73 427.162,1330.62 427.588,1330.5 428.014,1330.39 428.44,1330.28 \n",
       "  428.866,1330.17 429.292,1330.06 429.718,1329.94 430.144,1329.83 430.57,1329.72 430.996,1329.61 431.422,1329.5 431.847,1329.39 432.273,1329.27 432.699,1329.16 \n",
       "  433.125,1329.05 433.551,1328.94 433.977,1328.83 434.403,1328.72 434.829,1328.61 435.255,1328.5 435.681,1328.39 436.107,1328.28 436.533,1328.17 436.959,1328.06 \n",
       "  437.384,1327.95 437.81,1327.84 438.236,1327.73 438.662,1327.62 439.088,1327.51 439.514,1327.4 439.94,1327.29 440.366,1327.18 440.792,1327.07 441.218,1326.96 \n",
       "  441.644,1326.86 442.07,1326.75 442.496,1326.64 442.921,1326.53 443.347,1326.42 443.773,1326.31 444.199,1326.2 444.625,1326.1 445.051,1325.99 445.477,1325.88 \n",
       "  445.903,1325.77 446.329,1325.66 446.755,1325.56 447.181,1325.45 447.607,1325.34 448.033,1325.23 448.458,1325.12 448.884,1325.02 449.31,1324.91 449.736,1324.8 \n",
       "  450.162,1324.7 450.588,1324.59 451.014,1324.48 451.44,1324.38 451.866,1324.27 452.292,1324.16 452.718,1324.06 453.144,1323.95 453.57,1323.84 453.995,1323.74 \n",
       "  454.421,1323.63 454.847,1323.52 455.273,1323.42 455.699,1323.31 456.125,1323.21 456.551,1323.1 456.977,1323 457.403,1322.89 457.829,1322.78 458.255,1322.68 \n",
       "  458.681,1322.57 459.106,1322.47 459.532,1322.36 459.958,1322.26 460.384,1322.15 460.81,1322.05 461.236,1321.94 461.662,1321.84 462.088,1321.74 462.514,1321.63 \n",
       "  462.94,1321.53 463.366,1321.42 463.792,1321.32 464.218,1321.21 464.643,1321.11 465.069,1321.01 465.495,1320.9 465.921,1320.8 466.347,1320.69 466.773,1320.59 \n",
       "  467.199,1320.49 467.625,1320.38 468.051,1320.28 468.477,1320.18 468.903,1320.07 469.329,1319.97 469.755,1319.87 470.18,1319.77 470.606,1319.66 471.032,1319.56 \n",
       "  471.458,1319.46 471.884,1319.35 472.31,1319.25 472.736,1319.15 473.162,1319.05 473.588,1318.94 474.014,1318.84 474.44,1318.74 474.866,1318.64 475.292,1318.54 \n",
       "  475.717,1318.43 476.143,1318.33 476.569,1318.23 476.995,1318.13 477.421,1318.03 477.847,1317.93 478.273,1317.82 478.699,1317.72 479.125,1317.62 479.551,1317.52 \n",
       "  479.977,1317.42 480.403,1317.32 480.829,1317.22 481.254,1317.12 481.68,1317.02 482.106,1316.91 482.532,1316.81 482.958,1316.71 483.384,1316.61 483.81,1316.51 \n",
       "  484.236,1316.41 484.662,1316.31 485.088,1316.21 485.514,1316.11 485.94,1316.01 486.366,1315.91 486.791,1315.81 487.217,1315.71 487.643,1315.61 488.069,1315.51 \n",
       "  488.495,1315.41 488.921,1315.31 489.347,1315.21 489.773,1315.11 490.199,1315.02 490.625,1314.92 491.051,1314.82 491.477,1314.72 491.902,1314.62 492.328,1314.52 \n",
       "  492.754,1314.42 493.18,1314.32 493.606,1314.22 494.032,1314.13 494.458,1314.03 494.884,1313.93 495.31,1313.83 495.736,1313.73 496.162,1313.63 496.588,1313.53 \n",
       "  497.014,1313.44 497.439,1313.34 497.865,1313.24 498.291,1313.14 498.717,1313.04 499.143,1312.95 499.569,1312.85 499.995,1312.75 500.421,1312.65 500.847,1312.56 \n",
       "  501.273,1312.46 501.699,1312.36 502.125,1312.26 502.551,1312.17 502.976,1312.07 503.402,1311.97 503.828,1311.88 504.254,1311.78 504.68,1311.68 505.106,1311.59 \n",
       "  505.532,1311.49 505.958,1311.39 506.384,1311.3 506.81,1311.2 507.236,1311.1 507.662,1311.01 508.088,1310.91 508.513,1310.81 508.939,1310.72 509.365,1310.62 \n",
       "  509.791,1310.52 510.217,1310.43 510.643,1310.33 511.069,1310.24 511.495,1310.14 511.921,1310.05 512.347,1309.95 512.773,1309.85 513.199,1309.76 513.625,1309.66 \n",
       "  514.05,1309.57 514.476,1309.47 514.902,1309.38 515.328,1309.28 515.754,1309.19 516.18,1309.09 516.606,1309 517.032,1308.9 517.458,1308.81 517.884,1308.71 \n",
       "  518.31,1308.62 518.736,1308.52 519.162,1308.43 519.587,1308.33 520.013,1308.24 520.439,1308.14 520.865,1308.05 521.291,1307.96 521.717,1307.86 522.143,1307.77 \n",
       "  522.569,1307.67 522.995,1307.58 523.421,1307.48 523.847,1307.39 524.273,1307.3 524.698,1307.2 525.124,1307.11 525.55,1307.02 525.976,1306.92 526.402,1306.83 \n",
       "  526.828,1306.74 527.254,1306.64 527.68,1306.55 528.106,1306.45 528.532,1306.36 528.958,1306.27 529.384,1306.18 529.81,1306.08 530.235,1305.99 530.661,1305.9 \n",
       "  531.087,1305.8 531.513,1305.71 531.939,1305.62 532.365,1305.53 532.791,1305.43 533.217,1305.34 533.643,1305.25 534.069,1305.15 534.495,1305.06 534.921,1304.97 \n",
       "  535.347,1304.88 535.772,1304.79 536.198,1304.69 536.624,1304.6 537.05,1304.51 537.476,1304.42 537.902,1304.33 538.328,1304.23 538.754,1304.14 539.18,1304.05 \n",
       "  539.606,1303.96 540.032,1303.87 540.458,1303.77 540.884,1303.68 541.309,1303.59 541.735,1303.5 542.161,1303.41 542.587,1303.32 543.013,1303.23 543.439,1303.14 \n",
       "  543.865,1303.04 544.291,1302.95 544.717,1302.86 545.143,1302.77 545.569,1302.68 545.995,1302.59 546.421,1302.5 546.846,1302.41 547.272,1302.32 547.698,1302.23 \n",
       "  548.124,1302.14 548.55,1302.05 548.976,1301.95 549.402,1301.86 549.828,1301.77 550.254,1301.68 550.68,1301.59 551.106,1301.5 551.532,1301.41 551.958,1301.32 \n",
       "  552.383,1301.23 552.809,1301.14 553.235,1301.05 553.661,1300.96 554.087,1300.87 554.513,1300.78 554.939,1300.69 555.365,1300.6 555.791,1300.51 556.217,1300.43 \n",
       "  556.643,1300.34 557.069,1300.25 557.494,1300.16 557.92,1300.07 558.346,1299.98 558.772,1299.89 559.198,1299.8 559.624,1299.71 560.05,1299.62 560.476,1299.53 \n",
       "  560.902,1299.44 561.328,1299.36 561.754,1299.27 562.18,1299.18 562.606,1299.09 563.031,1299 563.457,1298.91 563.883,1298.82 564.309,1298.73 564.735,1298.65 \n",
       "  565.161,1298.56 565.587,1298.47 566.013,1298.38 566.439,1298.29 566.865,1298.2 567.291,1298.12 567.717,1298.03 568.143,1297.94 568.568,1297.85 568.994,1297.76 \n",
       "  569.42,1297.68 569.846,1297.59 570.272,1297.5 570.698,1297.41 571.124,1297.33 571.55,1297.24 571.976,1297.15 572.402,1297.06 572.828,1296.97 573.254,1296.89 \n",
       "  573.68,1296.8 574.105,1296.71 574.531,1296.63 574.957,1296.54 575.383,1296.45 575.809,1296.36 576.235,1296.28 576.661,1296.19 577.087,1296.1 577.513,1296.02 \n",
       "  577.939,1295.93 578.365,1295.84 578.791,1295.76 579.217,1295.67 579.642,1295.58 580.068,1295.5 580.494,1295.41 580.92,1295.32 581.346,1295.24 581.772,1295.15 \n",
       "  582.198,1295.06 582.624,1294.98 583.05,1294.89 583.476,1294.8 583.902,1294.72 584.328,1294.63 584.753,1294.55 585.179,1294.46 585.605,1294.37 586.031,1294.29 \n",
       "  586.457,1294.2 586.883,1294.12 587.309,1294.03 587.735,1293.94 588.161,1293.86 588.587,1293.77 589.013,1293.69 589.439,1293.6 589.865,1293.52 590.29,1293.43 \n",
       "  590.716,1293.34 591.142,1293.26 591.568,1293.17 591.994,1293.09 592.42,1293 592.846,1292.92 593.272,1292.83 593.698,1292.75 594.124,1292.66 594.55,1292.58 \n",
       "  594.976,1292.49 595.402,1292.41 595.827,1292.32 596.253,1292.24 596.679,1292.15 597.105,1292.07 597.531,1291.98 597.957,1291.9 598.383,1291.81 598.809,1291.73 \n",
       "  599.235,1291.65 599.661,1291.56 600.087,1291.48 600.513,1291.39 600.939,1291.31 601.364,1291.22 601.79,1291.14 602.216,1291.05 602.642,1290.97 603.068,1290.89 \n",
       "  603.494,1290.8 603.92,1290.72 604.346,1290.63 604.772,1290.55 605.198,1290.47 605.624,1290.38 606.05,1290.3 606.476,1290.22 606.901,1290.13 607.327,1290.05 \n",
       "  607.753,1289.96 608.179,1289.88 608.605,1289.8 609.031,1289.71 609.457,1289.63 609.883,1289.55 610.309,1289.46 610.735,1289.38 611.161,1289.3 611.587,1289.21 \n",
       "  612.013,1289.13 612.438,1289.05 612.864,1288.96 613.29,1288.88 613.716,1288.8 614.142,1288.72 614.568,1288.63 614.994,1288.55 615.42,1288.47 615.846,1288.38 \n",
       "  616.272,1288.3 616.698,1288.22 617.124,1288.14 617.549,1288.05 617.975,1287.97 618.401,1287.89 618.827,1287.81 619.253,1287.72 619.679,1287.64 620.105,1287.56 \n",
       "  620.531,1287.48 620.957,1287.39 621.383,1287.31 621.809,1287.23 622.235,1287.15 622.661,1287.06 623.086,1286.98 623.512,1286.9 623.938,1286.82 624.364,1286.74 \n",
       "  624.79,1286.65 625.216,1286.57 625.642,1286.49 626.068,1286.41 626.494,1286.33 626.92,1286.25 627.346,1286.16 627.772,1286.08 628.198,1286 628.623,1285.92 \n",
       "  629.049,1285.84 629.475,1285.76 629.901,1285.67 630.327,1285.59 630.753,1285.51 631.179,1285.43 631.605,1285.35 632.031,1285.27 632.457,1285.19 632.883,1285.11 \n",
       "  633.309,1285.02 633.735,1284.94 634.16,1284.86 634.586,1284.78 635.012,1284.7 635.438,1284.62 635.864,1284.54 636.29,1284.46 636.716,1284.38 637.142,1284.3 \n",
       "  637.568,1284.22 637.994,1284.14 638.42,1284.05 638.846,1283.97 639.272,1283.89 639.697,1283.81 640.123,1283.73 640.549,1283.65 640.975,1283.57 641.401,1283.49 \n",
       "  641.827,1283.41 642.253,1283.33 642.679,1283.25 643.105,1283.17 643.531,1283.09 643.957,1283.01 644.383,1282.93 644.809,1282.85 645.234,1282.77 645.66,1282.69 \n",
       "  646.086,1282.61 646.512,1282.53 646.938,1282.45 647.364,1282.37 647.79,1282.29 648.216,1282.21 648.642,1282.13 649.068,1282.05 649.494,1281.97 649.92,1281.89 \n",
       "  650.345,1281.81 650.771,1281.73 651.197,1281.65 651.623,1281.57 652.049,1281.49 652.475,1281.42 652.901,1281.34 653.327,1281.26 653.753,1281.18 654.179,1281.1 \n",
       "  654.605,1281.02 655.031,1280.94 655.457,1280.86 655.882,1280.78 656.308,1280.7 656.734,1280.62 657.16,1280.54 657.586,1280.47 658.012,1280.39 658.438,1280.31 \n",
       "  658.864,1280.23 659.29,1280.15 659.716,1280.07 660.142,1279.99 660.568,1279.91 660.994,1279.84 661.419,1279.76 661.845,1279.68 662.271,1279.6 662.697,1279.52 \n",
       "  663.123,1279.44 663.549,1279.37 663.975,1279.29 664.401,1279.21 664.827,1279.13 665.253,1279.05 665.679,1278.97 666.105,1278.9 666.531,1278.82 666.956,1278.74 \n",
       "  667.382,1278.66 667.808,1278.58 668.234,1278.51 668.66,1278.43 669.086,1278.35 669.512,1278.27 669.938,1278.19 670.364,1278.12 670.79,1278.04 671.216,1277.96 \n",
       "  671.642,1277.88 672.068,1277.8 672.493,1277.73 672.919,1277.65 673.345,1277.57 673.771,1277.49 674.197,1277.42 674.623,1277.34 675.049,1277.26 675.475,1277.18 \n",
       "  675.901,1277.11 676.327,1277.03 676.753,1276.95 677.179,1276.88 677.605,1276.8 678.03,1276.72 678.456,1276.64 678.882,1276.57 679.308,1276.49 679.734,1276.41 \n",
       "  680.16,1276.34 680.586,1276.26 681.012,1276.18 681.438,1276.1 681.864,1276.03 682.29,1275.95 682.716,1275.87 683.141,1275.8 683.567,1275.72 683.993,1275.64 \n",
       "  684.419,1275.57 684.845,1275.49 685.271,1275.41 685.697,1275.34 686.123,1275.26 686.549,1275.18 686.975,1275.11 687.401,1275.03 687.827,1274.95 688.253,1274.88 \n",
       "  688.678,1274.8 689.104,1274.73 689.53,1274.65 689.956,1274.57 690.382,1274.5 690.808,1274.42 691.234,1274.34 691.66,1274.27 692.086,1274.19 692.512,1274.12 \n",
       "  692.938,1274.04 693.364,1273.96 693.79,1273.89 694.215,1273.81 694.641,1273.74 695.067,1273.66 695.493,1273.59 695.919,1273.51 696.345,1273.43 696.771,1273.36 \n",
       "  697.197,1273.28 697.623,1273.21 698.049,1273.13 698.475,1273.06 698.901,1272.98 699.327,1272.9 699.752,1272.83 700.178,1272.75 700.604,1272.68 701.03,1272.6 \n",
       "  701.456,1272.53 701.882,1272.45 702.308,1272.38 702.734,1272.3 703.16,1272.23 703.586,1272.15 704.012,1272.08 704.438,1272 704.864,1271.93 705.289,1271.85 \n",
       "  705.715,1271.78 706.141,1271.7 706.567,1271.63 706.993,1271.55 707.419,1271.48 707.845,1271.4 708.271,1271.33 708.697,1271.25 709.123,1271.18 709.549,1271.1 \n",
       "  709.975,1271.03 710.401,1270.95 710.826,1270.88 711.252,1270.8 711.678,1270.73 712.104,1270.65 712.53,1270.58 712.956,1270.5 713.382,1270.43 713.808,1270.36 \n",
       "  714.234,1270.28 714.66,1270.21 715.086,1270.13 715.512,1270.06 715.937,1269.98 716.363,1269.91 716.789,1269.84 717.215,1269.76 717.641,1269.69 718.067,1269.61 \n",
       "  718.493,1269.54 718.919,1269.47 719.345,1269.39 719.771,1269.32 720.197,1269.24 720.623,1269.17 721.049,1269.1 721.474,1269.02 721.9,1268.95 722.326,1268.87 \n",
       "  722.752,1268.8 723.178,1268.73 723.604,1268.65 724.03,1268.58 724.456,1268.51 724.882,1268.43 725.308,1268.36 725.734,1268.28 726.16,1268.21 726.586,1268.14 \n",
       "  727.011,1268.06 727.437,1267.99 727.863,1267.92 728.289,1267.84 728.715,1267.77 729.141,1267.7 729.567,1267.62 729.993,1267.55 730.419,1267.48 730.845,1267.4 \n",
       "  731.271,1267.33 731.697,1267.26 732.123,1267.18 732.548,1267.11 732.974,1267.04 733.4,1266.96 733.826,1266.89 734.252,1266.82 734.678,1266.75 735.104,1266.67 \n",
       "  735.53,1266.6 735.956,1266.53 736.382,1266.45 736.808,1266.38 737.234,1266.31 737.66,1266.24 738.085,1266.16 738.511,1266.09 738.937,1266.02 739.363,1265.95 \n",
       "  739.789,1265.87 740.215,1265.8 740.641,1265.73 741.067,1265.65 741.493,1265.58 741.919,1265.51 742.345,1265.44 742.771,1265.37 743.196,1265.29 743.622,1265.22 \n",
       "  744.048,1265.15 744.474,1265.08 744.9,1265 745.326,1264.93 745.752,1264.86 746.178,1264.79 746.604,1264.71 747.03,1264.64 747.456,1264.57 747.882,1264.5 \n",
       "  748.308,1264.43 748.733,1264.35 749.159,1264.28 749.585,1264.21 750.011,1264.14 750.437,1264.07 750.863,1263.99 751.289,1263.92 751.715,1263.85 752.141,1263.78 \n",
       "  752.567,1263.71 752.993,1263.64 753.419,1263.56 753.845,1263.49 754.27,1263.42 754.696,1263.35 755.122,1263.28 755.548,1263.21 755.974,1263.13 756.4,1263.06 \n",
       "  756.826,1262.99 757.252,1262.92 757.678,1262.85 758.104,1262.78 758.53,1262.71 758.956,1262.63 759.382,1262.56 759.807,1262.49 760.233,1262.42 760.659,1262.35 \n",
       "  761.085,1262.28 761.511,1262.21 761.937,1262.14 762.363,1262.06 762.789,1261.99 763.215,1261.92 763.641,1261.85 764.067,1261.78 764.493,1261.71 764.919,1261.64 \n",
       "  765.344,1261.57 765.77,1261.5 766.196,1261.43 766.622,1261.35 767.048,1261.28 767.474,1261.21 767.9,1261.14 768.326,1261.07 768.752,1261 769.178,1260.93 \n",
       "  769.604,1260.86 770.03,1260.79 770.456,1260.72 770.881,1260.65 771.307,1260.58 771.733,1260.51 772.159,1260.44 772.585,1260.37 773.011,1260.29 773.437,1260.22 \n",
       "  773.863,1260.15 774.289,1260.08 774.715,1260.01 775.141,1259.94 775.567,1259.87 775.992,1259.8 776.418,1259.73 776.844,1259.66 777.27,1259.59 777.696,1259.52 \n",
       "  778.122,1259.45 778.548,1259.38 778.974,1259.31 779.4,1259.24 779.826,1259.17 780.252,1259.1 780.678,1259.03 781.104,1258.96 781.529,1258.89 781.955,1258.82 \n",
       "  782.381,1258.75 782.807,1258.68 783.233,1258.61 783.659,1258.54 784.085,1258.47 784.511,1258.4 784.937,1258.33 785.363,1258.26 785.789,1258.19 786.215,1258.12 \n",
       "  786.641,1258.05 787.066,1257.98 787.492,1257.91 787.918,1257.85 788.344,1257.78 788.77,1257.71 789.196,1257.64 789.622,1257.57 790.048,1257.5 790.474,1257.43 \n",
       "  790.9,1257.36 791.326,1257.29 791.752,1257.22 792.178,1257.15 792.603,1257.08 793.029,1257.01 793.455,1256.94 793.881,1256.87 794.307,1256.8 794.733,1256.74 \n",
       "  795.159,1256.67 795.585,1256.6 796.011,1256.53 796.437,1256.46 796.863,1256.39 797.289,1256.32 797.715,1256.25 798.14,1256.18 798.566,1256.11 798.992,1256.05 \n",
       "  799.418,1255.98 799.844,1255.91 800.27,1255.84 800.696,1255.77 801.122,1255.7 801.548,1255.63 801.974,1255.56 802.4,1255.49 802.826,1255.43 803.252,1255.36 \n",
       "  803.677,1255.29 804.103,1255.22 804.529,1255.15 804.955,1255.08 805.381,1255.01 805.807,1254.95 806.233,1254.88 806.659,1254.81 807.085,1254.74 807.511,1254.67 \n",
       "  807.937,1254.6 808.363,1254.54 808.788,1254.47 809.214,1254.4 809.64,1254.33 810.066,1254.26 810.492,1254.19 810.918,1254.13 811.344,1254.06 811.77,1253.99 \n",
       "  812.196,1253.92 812.622,1253.85 813.048,1253.78 813.474,1253.72 813.9,1253.65 814.325,1253.58 814.751,1253.51 815.177,1253.44 815.603,1253.38 816.029,1253.31 \n",
       "  816.455,1253.24 816.881,1253.17 817.307,1253.11 817.733,1253.04 818.159,1252.97 818.585,1252.9 819.011,1252.83 819.437,1252.77 819.862,1252.7 820.288,1252.63 \n",
       "  820.714,1252.56 821.14,1252.5 821.566,1252.43 821.992,1252.36 822.418,1252.29 822.844,1252.22 823.27,1252.16 823.696,1252.09 824.122,1252.02 824.548,1251.95 \n",
       "  824.974,1251.89 825.399,1251.82 825.825,1251.75 826.251,1251.69 826.677,1251.62 827.103,1251.55 827.529,1251.48 827.955,1251.42 828.381,1251.35 828.807,1251.28 \n",
       "  829.233,1251.21 829.659,1251.15 830.085,1251.08 830.511,1251.01 830.936,1250.95 831.362,1250.88 831.788,1250.81 832.214,1250.74 832.64,1250.68 833.066,1250.61 \n",
       "  833.492,1250.54 833.918,1250.48 834.344,1250.41 834.77,1250.34 835.196,1250.28 835.622,1250.21 836.048,1250.14 836.473,1250.07 836.899,1250.01 837.325,1249.94 \n",
       "  837.751,1249.87 838.177,1249.81 838.603,1249.74 839.029,1249.67 839.455,1249.61 839.881,1249.54 840.307,1249.47 840.733,1249.41 841.159,1249.34 841.584,1249.27 \n",
       "  842.01,1249.21 842.436,1249.14 842.862,1249.07 843.288,1249.01 843.714,1248.94 844.14,1248.88 844.566,1248.81 844.992,1248.74 845.418,1248.68 845.844,1248.61 \n",
       "  846.27,1248.54 846.696,1248.48 847.121,1248.41 847.547,1248.34 847.973,1248.28 848.399,1248.21 848.825,1248.15 849.251,1248.08 849.677,1248.01 850.103,1247.95 \n",
       "  850.529,1247.88 850.955,1247.82 851.381,1247.75 851.807,1247.68 852.233,1247.62 852.658,1247.55 853.084,1247.49 853.51,1247.42 853.936,1247.35 854.362,1247.29 \n",
       "  854.788,1247.22 855.214,1247.16 855.64,1247.09 856.066,1247.02 856.492,1246.96 856.918,1246.89 857.344,1246.83 857.77,1246.76 858.195,1246.7 858.621,1246.63 \n",
       "  859.047,1246.56 859.473,1246.5 859.899,1246.43 860.325,1246.37 860.751,1246.3 861.177,1246.24 861.603,1246.17 862.029,1246.1 862.455,1246.04 862.881,1245.97 \n",
       "  863.307,1245.91 863.732,1245.84 864.158,1245.78 864.584,1245.71 865.01,1245.65 865.436,1245.58 865.862,1245.52 866.288,1245.45 866.714,1245.39 867.14,1245.32 \n",
       "  867.566,1245.25 867.992,1245.19 868.418,1245.12 868.844,1245.06 869.269,1244.99 869.695,1244.93 870.121,1244.86 870.547,1244.8 870.973,1244.73 871.399,1244.67 \n",
       "  871.825,1244.6 872.251,1244.54 872.677,1244.47 873.103,1244.41 873.529,1244.34 873.955,1244.28 874.38,1244.21 874.806,1244.15 875.232,1244.08 875.658,1244.02 \n",
       "  876.084,1243.95 876.51,1243.89 876.936,1243.82 877.362,1243.76 877.788,1243.69 878.214,1243.63 878.64,1243.57 879.066,1243.5 879.492,1243.44 879.917,1243.37 \n",
       "  880.343,1243.31 880.769,1243.24 881.195,1243.18 881.621,1243.11 882.047,1243.05 882.473,1242.98 882.899,1242.92 883.325,1242.85 883.751,1242.79 884.177,1242.73 \n",
       "  884.603,1242.66 885.029,1242.6 885.454,1242.53 885.88,1242.47 886.306,1242.4 886.732,1242.34 887.158,1242.28 887.584,1242.21 888.01,1242.15 888.436,1242.08 \n",
       "  888.862,1242.02 889.288,1241.95 889.714,1241.89 890.14,1241.83 890.566,1241.76 890.991,1241.7 891.417,1241.63 891.843,1241.57 892.269,1241.51 892.695,1241.44 \n",
       "  893.121,1241.38 893.547,1241.31 893.973,1241.25 894.399,1241.19 894.825,1241.12 895.251,1241.06 895.677,1240.99 896.103,1240.93 896.528,1240.87 896.954,1240.8 \n",
       "  897.38,1240.74 897.806,1240.67 898.232,1240.61 898.658,1240.55 899.084,1240.48 899.51,1240.42 899.936,1240.36 900.362,1240.29 900.788,1240.23 901.214,1240.16 \n",
       "  901.639,1240.1 902.065,1240.04 902.491,1239.97 902.917,1239.91 903.343,1239.85 903.769,1239.78 904.195,1239.72 904.621,1239.66 905.047,1239.59 905.473,1239.53 \n",
       "  905.899,1239.47 906.325,1239.4 906.751,1239.34 907.176,1239.27 907.602,1239.21 908.028,1239.15 908.454,1239.08 908.88,1239.02 909.306,1238.96 909.732,1238.89 \n",
       "  910.158,1238.83 910.584,1238.77 911.01,1238.71 911.436,1238.64 911.862,1238.58 912.288,1238.52 912.713,1238.45 913.139,1238.39 913.565,1238.33 913.991,1238.26 \n",
       "  914.417,1238.2 914.843,1238.14 915.269,1238.07 915.695,1238.01 916.121,1237.95 916.547,1237.89 916.973,1237.82 917.399,1237.76 917.825,1237.7 918.25,1237.63 \n",
       "  918.676,1237.57 919.102,1237.51 919.528,1237.44 919.954,1237.38 920.38,1237.32 920.806,1237.26 921.232,1237.19 921.658,1237.13 922.084,1237.07 922.51,1237.01 \n",
       "  922.936,1236.94 923.362,1236.88 923.787,1236.82 924.213,1236.75 924.639,1236.69 925.065,1236.63 925.491,1236.57 925.917,1236.5 926.343,1236.44 926.769,1236.38 \n",
       "  927.195,1236.32 927.621,1236.25 928.047,1236.19 928.473,1236.13 928.899,1236.07 929.324,1236 929.75,1235.94 930.176,1235.88 930.602,1235.82 931.028,1235.76 \n",
       "  931.454,1235.69 931.88,1235.63 932.306,1235.57 932.732,1235.51 933.158,1235.44 933.584,1235.38 934.01,1235.32 934.435,1235.26 934.861,1235.19 935.287,1235.13 \n",
       "  935.713,1235.07 936.139,1235.01 936.565,1234.95 936.991,1234.88 937.417,1234.82 937.843,1234.76 938.269,1234.7 938.695,1234.64 939.121,1234.57 939.547,1234.51 \n",
       "  939.972,1234.45 940.398,1234.39 940.824,1234.33 941.25,1234.26 941.676,1234.2 942.102,1234.14 942.528,1234.08 942.954,1234.02 943.38,1233.95 943.806,1233.89 \n",
       "  944.232,1233.83 944.658,1233.77 945.084,1233.71 945.509,1233.65 945.935,1233.58 946.361,1233.52 946.787,1233.46 947.213,1233.4 947.639,1233.34 948.065,1233.28 \n",
       "  948.491,1233.21 948.917,1233.15 949.343,1233.09 949.769,1233.03 950.195,1232.97 950.621,1232.91 951.046,1232.85 951.472,1232.78 951.898,1232.72 952.324,1232.66 \n",
       "  952.75,1232.6 953.176,1232.54 953.602,1232.48 954.028,1232.42 954.454,1232.35 954.88,1232.29 955.306,1232.23 955.732,1232.17 956.158,1232.11 956.583,1232.05 \n",
       "  957.009,1231.99 957.435,1231.92 957.861,1231.86 958.287,1231.8 958.713,1231.74 959.139,1231.68 959.565,1231.62 959.991,1231.56 960.417,1231.5 960.843,1231.44 \n",
       "  961.269,1231.37 961.695,1231.31 962.12,1231.25 962.546,1231.19 962.972,1231.13 963.398,1231.07 963.824,1231.01 964.25,1230.95 964.676,1230.89 965.102,1230.83 \n",
       "  965.528,1230.76 965.954,1230.7 966.38,1230.64 966.806,1230.58 967.231,1230.52 967.657,1230.46 968.083,1230.4 968.509,1230.34 968.935,1230.28 969.361,1230.22 \n",
       "  969.787,1230.16 970.213,1230.1 970.639,1230.03 971.065,1229.97 971.491,1229.91 971.917,1229.85 972.343,1229.79 972.768,1229.73 973.194,1229.67 973.62,1229.61 \n",
       "  974.046,1229.55 974.472,1229.49 974.898,1229.43 975.324,1229.37 975.75,1229.31 976.176,1229.25 976.602,1229.19 977.028,1229.13 977.454,1229.07 977.88,1229 \n",
       "  978.305,1228.94 978.731,1228.88 979.157,1228.82 979.583,1228.76 980.009,1228.7 980.435,1228.64 980.861,1228.58 981.287,1228.52 981.713,1228.46 982.139,1228.4 \n",
       "  982.565,1228.34 982.991,1228.28 983.417,1228.22 983.842,1228.16 984.268,1228.1 984.694,1228.04 985.12,1227.98 985.546,1227.92 985.972,1227.86 986.398,1227.8 \n",
       "  986.824,1227.74 987.25,1227.68 987.676,1227.62 988.102,1227.56 988.528,1227.5 988.954,1227.44 989.379,1227.38 989.805,1227.32 990.231,1227.26 990.657,1227.2 \n",
       "  991.083,1227.14 991.509,1227.08 991.935,1227.02 992.361,1226.96 992.787,1226.9 993.213,1226.84 993.639,1226.78 994.065,1226.72 994.491,1226.66 994.916,1226.6 \n",
       "  995.342,1226.54 995.768,1226.48 996.194,1226.42 996.62,1226.36 997.046,1226.3 997.472,1226.24 997.898,1226.18 998.324,1226.12 998.75,1226.06 999.176,1226 \n",
       "  999.602,1225.94 1000.03,1225.89 1000.45,1225.83 1000.88,1225.77 1001.31,1225.71 1001.73,1225.65 1002.16,1225.59 1002.58,1225.53 1003.01,1225.47 1003.43,1225.41 \n",
       "  1003.86,1225.35 1004.29,1225.29 1004.71,1225.23 1005.14,1225.17 1005.56,1225.11 1005.99,1225.05 1006.42,1224.99 1006.84,1224.93 1007.27,1224.87 1007.69,1224.82 \n",
       "  1008.12,1224.76 1008.55,1224.7 1008.97,1224.64 1009.4,1224.58 1009.82,1224.52 1010.25,1224.46 1010.68,1224.4 1011.1,1224.34 1011.53,1224.28 1011.95,1224.22 \n",
       "  1012.38,1224.16 1012.81,1224.1 1013.23,1224.05 1013.66,1223.99 1014.08,1223.93 1014.51,1223.87 1014.93,1223.81 1015.36,1223.75 1015.79,1223.69 1016.21,1223.63 \n",
       "  1016.64,1223.57 1017.06,1223.51 1017.49,1223.46 1017.92,1223.4 1018.34,1223.34 1018.77,1223.28 1019.19,1223.22 1019.62,1223.16 1020.05,1223.1 1020.47,1223.04 \n",
       "  1020.9,1222.98 1021.32,1222.93 1021.75,1222.87 1022.18,1222.81 1022.6,1222.75 1023.03,1222.69 1023.45,1222.63 1023.88,1222.57 1024.31,1222.51 1024.73,1222.46 \n",
       "  1025.16,1222.4 1025.58,1222.34 1026.01,1222.28 1026.43,1222.22 1026.86,1222.16 1027.29,1222.1 1027.71,1222.05 1028.14,1221.99 1028.56,1221.93 1028.99,1221.87 \n",
       "  1029.42,1221.81 1029.84,1221.75 1030.27,1221.69 1030.69,1221.64 1031.12,1221.58 1031.55,1221.52 1031.97,1221.46 1032.4,1221.4 1032.82,1221.34 1033.25,1221.29 \n",
       "  1033.68,1221.23 1034.1,1221.17 1034.53,1221.11 1034.95,1221.05 1035.38,1220.99 1035.8,1220.94 1036.23,1220.88 1036.66,1220.82 1037.08,1220.76 1037.51,1220.7 \n",
       "  1037.93,1220.64 1038.36,1220.59 1038.79,1220.53 1039.21,1220.47 1039.64,1220.41 1040.06,1220.35 1040.49,1220.3 1040.92,1220.24 1041.34,1220.18 1041.77,1220.12 \n",
       "  1042.19,1220.06 1042.62,1220.01 1043.05,1219.95 1043.47,1219.89 1043.9,1219.83 1044.32,1219.77 1044.75,1219.72 1045.18,1219.66 1045.6,1219.6 1046.03,1219.54 \n",
       "  1046.45,1219.48 1046.88,1219.43 1047.3,1219.37 1047.73,1219.31 1048.16,1219.25 1048.58,1219.19 1049.01,1219.14 1049.43,1219.08 1049.86,1219.02 1050.29,1218.96 \n",
       "  1050.71,1218.9 1051.14,1218.85 1051.56,1218.79 1051.99,1218.73 1052.42,1218.67 1052.84,1218.62 1053.27,1218.56 1053.69,1218.5 1054.12,1218.44 1054.55,1218.39 \n",
       "  1054.97,1218.33 1055.4,1218.27 1055.82,1218.21 1056.25,1218.16 1056.68,1218.1 1057.1,1218.04 1057.53,1217.98 1057.95,1217.92 1058.38,1217.87 1058.8,1217.81 \n",
       "  1059.23,1217.75 1059.66,1217.69 1060.08,1217.64 1060.51,1217.58 1060.93,1217.52 1061.36,1217.47 1061.79,1217.41 1062.21,1217.35 1062.64,1217.29 1063.06,1217.24 \n",
       "  1063.49,1217.18 1063.92,1217.12 1064.34,1217.06 1064.77,1217.01 1065.19,1216.95 1065.62,1216.89 1066.05,1216.83 1066.47,1216.78 1066.9,1216.72 1067.32,1216.66 \n",
       "  1067.75,1216.61 1068.18,1216.55 1068.6,1216.49 1069.03,1216.43 1069.45,1216.38 1069.88,1216.32 1070.3,1216.26 1070.73,1216.21 1071.16,1216.15 1071.58,1216.09 \n",
       "  1072.01,1216.03 1072.43,1215.98 1072.86,1215.92 1073.29,1215.86 1073.71,1215.81 1074.14,1215.75 1074.56,1215.69 1074.99,1215.64 1075.42,1215.58 1075.84,1215.52 \n",
       "  1076.27,1215.46 1076.69,1215.41 1077.12,1215.35 1077.55,1215.29 1077.97,1215.24 1078.4,1215.18 1078.82,1215.12 1079.25,1215.07 1079.67,1215.01 1080.1,1214.95 \n",
       "  1080.53,1214.9 1080.95,1214.84 1081.38,1214.78 1081.8,1214.73 1082.23,1214.67 1082.66,1214.61 1083.08,1214.56 1083.51,1214.5 1083.93,1214.44 1084.36,1214.39 \n",
       "  1084.79,1214.33 1085.21,1214.27 1085.64,1214.22 1086.06,1214.16 1086.49,1214.1 1086.92,1214.05 1087.34,1213.99 1087.77,1213.93 1088.19,1213.88 1088.62,1213.82 \n",
       "  1089.05,1213.76 1089.47,1213.71 1089.9,1213.65 1090.32,1213.59 1090.75,1213.54 1091.17,1213.48 1091.6,1213.42 1092.03,1213.37 1092.45,1213.31 1092.88,1213.26 \n",
       "  1093.3,1213.2 1093.73,1213.14 1094.16,1213.09 1094.58,1213.03 1095.01,1212.97 1095.43,1212.92 1095.86,1212.86 1096.29,1212.8 1096.71,1212.75 1097.14,1212.69 \n",
       "  1097.56,1212.64 1097.99,1212.58 1098.42,1212.52 1098.84,1212.47 1099.27,1212.41 1099.69,1212.35 1100.12,1212.3 1100.55,1212.24 1100.97,1212.19 1101.4,1212.13 \n",
       "  1101.82,1212.07 1102.25,1212.02 1102.67,1211.96 1103.1,1211.91 1103.53,1211.85 1103.95,1211.79 1104.38,1211.74 1104.8,1211.68 1105.23,1211.63 1105.66,1211.57 \n",
       "  1106.08,1211.51 1106.51,1211.46 1106.93,1211.4 1107.36,1211.35 1107.79,1211.29 1108.21,1211.23 1108.64,1211.18 1109.06,1211.12 1109.49,1211.07 1109.92,1211.01 \n",
       "  1110.34,1210.95 1110.77,1210.9 1111.19,1210.84 1111.62,1210.79 1112.04,1210.73 1112.47,1210.68 1112.9,1210.62 1113.32,1210.56 1113.75,1210.51 1114.17,1210.45 \n",
       "  1114.6,1210.4 1115.03,1210.34 1115.45,1210.29 1115.88,1210.23 1116.3,1210.17 1116.73,1210.12 1117.16,1210.06 1117.58,1210.01 1118.01,1209.95 1118.43,1209.9 \n",
       "  1118.86,1209.84 1119.29,1209.79 1119.71,1209.73 1120.14,1209.67 1120.56,1209.62 1120.99,1209.56 1121.42,1209.51 1121.84,1209.45 1122.27,1209.4 1122.69,1209.34 \n",
       "  1123.12,1209.29 1123.54,1209.23 1123.97,1209.17 1124.4,1209.12 1124.82,1209.06 1125.25,1209.01 1125.67,1208.95 1126.1,1208.9 1126.53,1208.84 1126.95,1208.79 \n",
       "  1127.38,1208.73 1127.8,1208.68 1128.23,1208.62 1128.66,1208.57 1129.08,1208.51 1129.51,1208.46 1129.93,1208.4 1130.36,1208.34 1130.79,1208.29 1131.21,1208.23 \n",
       "  1131.64,1208.18 1132.06,1208.12 1132.49,1208.07 1132.92,1208.01 1133.34,1207.96 1133.77,1207.9 1134.19,1207.85 1134.62,1207.79 1135.04,1207.74 1135.47,1207.68 \n",
       "  1135.9,1207.63 1136.32,1207.57 1136.75,1207.52 1137.17,1207.46 1137.6,1207.41 1138.03,1207.35 1138.45,1207.3 1138.88,1207.24 1139.3,1207.19 1139.73,1207.13 \n",
       "  1140.16,1207.08 1140.58,1207.02 1141.01,1206.97 1141.43,1206.91 1141.86,1206.86 1142.29,1206.8 1142.71,1206.75 1143.14,1206.69 1143.56,1206.64 1143.99,1206.58 \n",
       "  1144.42,1206.53 1144.84,1206.47 1145.27,1206.42 1145.69,1206.36 1146.12,1206.31 1146.54,1206.26 1146.97,1206.2 1147.4,1206.15 1147.82,1206.09 1148.25,1206.04 \n",
       "  1148.67,1205.98 1149.1,1205.93 1149.53,1205.87 1149.95,1205.82 1150.38,1205.76 1150.8,1205.71 1151.23,1205.65 1151.66,1205.6 1152.08,1205.54 1152.51,1205.49 \n",
       "  1152.93,1205.44 1153.36,1205.38 1153.79,1205.33 1154.21,1205.27 1154.64,1205.22 1155.06,1205.16 1155.49,1205.11 1155.91,1205.05 1156.34,1205 1156.77,1204.94 \n",
       "  1157.19,1204.89 1157.62,1204.84 1158.04,1204.78 1158.47,1204.73 1158.9,1204.67 1159.32,1204.62 1159.75,1204.56 1160.17,1204.51 1160.6,1204.45 1161.03,1204.4 \n",
       "  1161.45,1204.35 1161.88,1204.29 1162.3,1204.24 1162.73,1204.18 1163.16,1204.13 1163.58,1204.07 1164.01,1204.02 1164.43,1203.97 1164.86,1203.91 1165.29,1203.86 \n",
       "  1165.71,1203.8 1166.14,1203.75 1166.56,1203.7 1166.99,1203.64 1167.41,1203.59 1167.84,1203.53 1168.27,1203.48 1168.69,1203.42 1169.12,1203.37 1169.54,1203.32 \n",
       "  1169.97,1203.26 1170.4,1203.21 1170.82,1203.15 1171.25,1203.1 1171.67,1203.05 1172.1,1202.99 1172.53,1202.94 1172.95,1202.88 1173.38,1202.83 1173.8,1202.78 \n",
       "  1174.23,1202.72 1174.66,1202.67 1175.08,1202.61 1175.51,1202.56 1175.93,1202.51 1176.36,1202.45 1176.79,1202.4 1177.21,1202.34 1177.64,1202.29 1178.06,1202.24 \n",
       "  1178.49,1202.18 1178.91,1202.13 1179.34,1202.07 1179.77,1202.02 1180.19,1201.97 1180.62,1201.91 1181.04,1201.86 1181.47,1201.81 1181.9,1201.75 1182.32,1201.7 \n",
       "  1182.75,1201.64 1183.17,1201.59 1183.6,1201.54 1184.03,1201.48 1184.45,1201.43 1184.88,1201.38 1185.3,1201.32 1185.73,1201.27 1186.16,1201.22 1186.58,1201.16 \n",
       "  1187.01,1201.11 1187.43,1201.05 1187.86,1201 1188.29,1200.95 1188.71,1200.89 1189.14,1200.84 1189.56,1200.79 1189.99,1200.73 1190.41,1200.68 1190.84,1200.63 \n",
       "  1191.27,1200.57 1191.69,1200.52 1192.12,1200.47 1192.54,1200.41 1192.97,1200.36 1193.4,1200.31 1193.82,1200.25 1194.25,1200.2 1194.67,1200.14 1195.1,1200.09 \n",
       "  1195.53,1200.04 1195.95,1199.98 1196.38,1199.93 1196.8,1199.88 1197.23,1199.82 1197.66,1199.77 1198.08,1199.72 1198.51,1199.66 1198.93,1199.61 1199.36,1199.56 \n",
       "  1199.78,1199.5 1200.21,1199.45 1200.64,1199.4 1201.06,1199.34 1201.49,1199.29 1201.91,1199.24 1202.34,1199.19 1202.77,1199.13 1203.19,1199.08 1203.62,1199.03 \n",
       "  1204.04,1198.97 1204.47,1198.92 1204.9,1198.87 1205.32,1198.81 1205.75,1198.76 1206.17,1198.71 1206.6,1198.65 1207.03,1198.6 1207.45,1198.55 1207.88,1198.49 \n",
       "  1208.3,1198.44 1208.73,1198.39 1209.16,1198.34 1209.58,1198.28 1210.01,1198.23 1210.43,1198.18 1210.86,1198.12 1211.28,1198.07 1211.71,1198.02 1212.14,1197.96 \n",
       "  1212.56,1197.91 1212.99,1197.86 1213.41,1197.81 1213.84,1197.75 1214.27,1197.7 1214.69,1197.65 1215.12,1197.59 1215.54,1197.54 1215.97,1197.49 1216.4,1197.44 \n",
       "  1216.82,1197.38 1217.25,1197.33 1217.67,1197.28 1218.1,1197.22 1218.53,1197.17 1218.95,1197.12 1219.38,1197.07 1219.8,1197.01 1220.23,1196.96 1220.66,1196.91 \n",
       "  1221.08,1196.86 1221.51,1196.8 1221.93,1196.75 1222.36,1196.7 1222.78,1196.64 1223.21,1196.59 1223.64,1196.54 1224.06,1196.49 1224.49,1196.43 1224.91,1196.38 \n",
       "  1225.34,1196.33 1225.77,1196.28 1226.19,1196.22 1226.62,1196.17 1227.04,1196.12 1227.47,1196.07 1227.9,1196.01 1228.32,1195.96 1228.75,1195.91 1229.17,1195.86 \n",
       "  1229.6,1195.8 1230.03,1195.75 1230.45,1195.7 1230.88,1195.65 1231.3,1195.59 1231.73,1195.54 1232.16,1195.49 1232.58,1195.44 1233.01,1195.38 1233.43,1195.33 \n",
       "  1233.86,1195.28 1234.28,1195.23 1234.71,1195.17 1235.14,1195.12 1235.56,1195.07 1235.99,1195.02 1236.41,1194.96 1236.84,1194.91 1237.27,1194.86 1237.69,1194.81 \n",
       "  1238.12,1194.76 1238.54,1194.7 1238.97,1194.65 1239.4,1194.6 1239.82,1194.55 1240.25,1194.49 1240.67,1194.44 1241.1,1194.39 1241.53,1194.34 1241.95,1194.29 \n",
       "  1242.38,1194.23 1242.8,1194.18 1243.23,1194.13 1243.65,1194.08 1244.08,1194.02 1244.51,1193.97 1244.93,1193.92 1245.36,1193.87 1245.78,1193.82 1246.21,1193.76 \n",
       "  1246.64,1193.71 1247.06,1193.66 1247.49,1193.61 1247.91,1193.56 1248.34,1193.5 1248.77,1193.45 1249.19,1193.4 1249.62,1193.35 1250.04,1193.3 1250.47,1193.24 \n",
       "  1250.9,1193.19 1251.32,1193.14 1251.75,1193.09 1252.17,1193.04 1252.6,1192.98 1253.03,1192.93 1253.45,1192.88 1253.88,1192.83 1254.3,1192.78 1254.73,1192.72 \n",
       "  1255.15,1192.67 1255.58,1192.62 1256.01,1192.57 1256.43,1192.52 1256.86,1192.47 1257.28,1192.41 1257.71,1192.36 1258.14,1192.31 1258.56,1192.26 1258.99,1192.21 \n",
       "  1259.41,1192.15 1259.84,1192.1 1260.27,1192.05 1260.69,1192 1261.12,1191.95 1261.54,1191.9 1261.97,1191.84 1262.4,1191.79 1262.82,1191.74 1263.25,1191.69 \n",
       "  1263.67,1191.64 1264.1,1191.59 1264.53,1191.53 1264.95,1191.48 1265.38,1191.43 1265.8,1191.38 1266.23,1191.33 1266.65,1191.28 1267.08,1191.23 1267.51,1191.17 \n",
       "  1267.93,1191.12 1268.36,1191.07 1268.78,1191.02 1269.21,1190.97 1269.64,1190.92 1270.06,1190.86 1270.49,1190.81 1270.91,1190.76 1271.34,1190.71 1271.77,1190.66 \n",
       "  1272.19,1190.61 1272.62,1190.56 1273.04,1190.5 1273.47,1190.45 1273.9,1190.4 1274.32,1190.35 1274.75,1190.3 1275.17,1190.25 1275.6,1190.2 1276.02,1190.14 \n",
       "  1276.45,1190.09 1276.88,1190.04 1277.3,1189.99 1277.73,1189.94 1278.15,1189.89 1278.58,1189.84 1279.01,1189.79 1279.43,1189.73 1279.86,1189.68 1280.28,1189.63 \n",
       "  1280.71,1189.58 1281.14,1189.53 1281.56,1189.48 1281.99,1189.43 1282.41,1189.38 1282.84,1189.32 1283.27,1189.27 1283.69,1189.22 1284.12,1189.17 1284.54,1189.12 \n",
       "  1284.97,1189.07 1285.4,1189.02 1285.82,1188.97 1286.25,1188.92 1286.67,1188.86 1287.1,1188.81 1287.52,1188.76 1287.95,1188.71 1288.38,1188.66 1288.8,1188.61 \n",
       "  1289.23,1188.56 1289.65,1188.51 1290.08,1188.46 1290.51,1188.4 1290.93,1188.35 1291.36,1188.3 1291.78,1188.25 1292.21,1188.2 1292.64,1188.15 1293.06,1188.1 \n",
       "  1293.49,1188.05 1293.91,1188 1294.34,1187.95 1294.77,1187.9 1295.19,1187.84 1295.62,1187.79 1296.04,1187.74 1296.47,1187.69 1296.9,1187.64 1297.32,1187.59 \n",
       "  1297.75,1187.54 1298.17,1187.49 1298.6,1187.44 1299.02,1187.39 1299.45,1187.34 1299.88,1187.29 1300.3,1187.23 1300.73,1187.18 1301.15,1187.13 1301.58,1187.08 \n",
       "  1302.01,1187.03 1302.43,1186.98 1302.86,1186.93 1303.28,1186.88 1303.71,1186.83 1304.14,1186.78 1304.56,1186.73 1304.99,1186.68 1305.41,1186.63 1305.84,1186.58 \n",
       "  1306.27,1186.52 1306.69,1186.47 1307.12,1186.42 1307.54,1186.37 1307.97,1186.32 1308.4,1186.27 1308.82,1186.22 1309.25,1186.17 1309.67,1186.12 1310.1,1186.07 \n",
       "  1310.52,1186.02 1310.95,1185.97 1311.38,1185.92 1311.8,1185.87 1312.23,1185.82 1312.65,1185.77 1313.08,1185.72 1313.51,1185.67 1313.93,1185.61 1314.36,1185.56 \n",
       "  1314.78,1185.51 1315.21,1185.46 1315.64,1185.41 1316.06,1185.36 1316.49,1185.31 1316.91,1185.26 1317.34,1185.21 1317.77,1185.16 1318.19,1185.11 1318.62,1185.06 \n",
       "  1319.04,1185.01 1319.47,1184.96 1319.89,1184.91 1320.32,1184.86 1320.75,1184.81 1321.17,1184.76 1321.6,1184.71 1322.02,1184.66 1322.45,1184.61 1322.88,1184.56 \n",
       "  1323.3,1184.51 1323.73,1184.46 1324.15,1184.41 1324.58,1184.36 1325.01,1184.31 1325.43,1184.26 1325.86,1184.21 1326.28,1184.16 1326.71,1184.11 1327.14,1184.05 \n",
       "  1327.56,1184 1327.99,1183.95 1328.41,1183.9 1328.84,1183.85 1329.27,1183.8 1329.69,1183.75 1330.12,1183.7 1330.54,1183.65 1330.97,1183.6 1331.39,1183.55 \n",
       "  1331.82,1183.5 1332.25,1183.45 1332.67,1183.4 1333.1,1183.35 1333.52,1183.3 1333.95,1183.25 1334.38,1183.2 1334.8,1183.15 1335.23,1183.1 1335.65,1183.05 \n",
       "  1336.08,1183 1336.51,1182.95 1336.93,1182.9 1337.36,1182.85 1337.78,1182.8 1338.21,1182.75 1338.64,1182.7 1339.06,1182.65 1339.49,1182.6 1339.91,1182.55 \n",
       "  1340.34,1182.5 1340.77,1182.45 1341.19,1182.4 1341.62,1182.35 1342.04,1182.3 1342.47,1182.26 1342.89,1182.21 1343.32,1182.16 1343.75,1182.11 1344.17,1182.06 \n",
       "  1344.6,1182.01 1345.02,1181.96 1345.45,1181.91 1345.88,1181.86 1346.3,1181.81 1346.73,1181.76 1347.15,1181.71 1347.58,1181.66 1348.01,1181.61 1348.43,1181.56 \n",
       "  1348.86,1181.51 1349.28,1181.46 1349.71,1181.41 1350.14,1181.36 1350.56,1181.31 1350.99,1181.26 1351.41,1181.21 1351.84,1181.16 1352.27,1181.11 1352.69,1181.06 \n",
       "  1353.12,1181.01 1353.54,1180.96 1353.97,1180.91 1354.39,1180.86 1354.82,1180.81 1355.25,1180.76 1355.67,1180.71 1356.1,1180.67 1356.52,1180.62 1356.95,1180.57 \n",
       "  1357.38,1180.52 1357.8,1180.47 1358.23,1180.42 1358.65,1180.37 1359.08,1180.32 1359.51,1180.27 1359.93,1180.22 1360.36,1180.17 1360.78,1180.12 1361.21,1180.07 \n",
       "  1361.64,1180.02 1362.06,1179.97 1362.49,1179.92 1362.91,1179.87 1363.34,1179.82 1363.76,1179.78 1364.19,1179.73 1364.62,1179.68 1365.04,1179.63 1365.47,1179.58 \n",
       "  1365.89,1179.53 1366.32,1179.48 1366.75,1179.43 1367.17,1179.38 1367.6,1179.33 1368.02,1179.28 1368.45,1179.23 1368.88,1179.18 1369.3,1179.13 1369.73,1179.09 \n",
       "  1370.15,1179.04 1370.58,1178.99 1371.01,1178.94 1371.43,1178.89 1371.86,1178.84 1372.28,1178.79 1372.71,1178.74 1373.14,1178.69 1373.56,1178.64 1373.99,1178.59 \n",
       "  1374.41,1178.54 1374.84,1178.49 1375.26,1178.45 1375.69,1178.4 1376.12,1178.35 1376.54,1178.3 1376.97,1178.25 1377.39,1178.2 1377.82,1178.15 1378.25,1178.1 \n",
       "  1378.67,1178.05 1379.1,1178 1379.52,1177.95 1379.95,1177.91 1380.38,1177.86 1380.8,1177.81 1381.23,1177.76 1381.65,1177.71 1382.08,1177.66 1382.51,1177.61 \n",
       "  1382.93,1177.56 1383.36,1177.51 1383.78,1177.47 1384.21,1177.42 1384.64,1177.37 1385.06,1177.32 1385.49,1177.27 1385.91,1177.22 1386.34,1177.17 1386.76,1177.12 \n",
       "  1387.19,1177.07 1387.62,1177.02 1388.04,1176.98 1388.47,1176.93 1388.89,1176.88 1389.32,1176.83 1389.75,1176.78 1390.17,1176.73 1390.6,1176.68 1391.02,1176.63 \n",
       "  1391.45,1176.59 1391.88,1176.54 1392.3,1176.49 1392.73,1176.44 1393.15,1176.39 1393.58,1176.34 1394.01,1176.29 1394.43,1176.24 1394.86,1176.2 1395.28,1176.15 \n",
       "  1395.71,1176.1 1396.13,1176.05 1396.56,1176 1396.99,1175.95 1397.41,1175.9 1397.84,1175.85 1398.26,1175.81 1398.69,1175.76 1399.12,1175.71 1399.54,1175.66 \n",
       "  1399.97,1175.61 1400.39,1175.56 1400.82,1175.51 1401.25,1175.47 1401.67,1175.42 1402.1,1175.37 1402.52,1175.32 1402.95,1175.27 1403.38,1175.22 1403.8,1175.17 \n",
       "  1404.23,1175.13 1404.65,1175.08 1405.08,1175.03 1405.51,1174.98 1405.93,1174.93 1406.36,1174.88 1406.78,1174.83 1407.21,1174.79 1407.63,1174.74 1408.06,1174.69 \n",
       "  1408.49,1174.64 1408.91,1174.59 1409.34,1174.54 1409.76,1174.5 1410.19,1174.45 1410.62,1174.4 1411.04,1174.35 1411.47,1174.3 1411.89,1174.25 1412.32,1174.21 \n",
       "  1412.75,1174.16 1413.17,1174.11 1413.6,1174.06 1414.02,1174.01 1414.45,1173.96 1414.88,1173.92 1415.3,1173.87 1415.73,1173.82 1416.15,1173.77 1416.58,1173.72 \n",
       "  1417.01,1173.67 1417.43,1173.63 1417.86,1173.58 1418.28,1173.53 1418.71,1173.48 1419.13,1173.43 1419.56,1173.38 1419.99,1173.34 1420.41,1173.29 1420.84,1173.24 \n",
       "  1421.26,1173.19 1421.69,1173.14 1422.12,1173.1 1422.54,1173.05 1422.97,1173 1423.39,1172.95 1423.82,1172.9 1424.25,1172.85 1424.67,1172.81 1425.1,1172.76 \n",
       "  1425.52,1172.71 1425.95,1172.66 1426.38,1172.61 1426.8,1172.57 1427.23,1172.52 1427.65,1172.47 1428.08,1172.42 1428.51,1172.37 1428.93,1172.33 1429.36,1172.28 \n",
       "  1429.78,1172.23 1430.21,1172.18 1430.63,1172.13 1431.06,1172.09 1431.49,1172.04 1431.91,1171.99 1432.34,1171.94 1432.76,1171.89 1433.19,1171.85 1433.62,1171.8 \n",
       "  1434.04,1171.75 1434.47,1171.7 1434.89,1171.65 1435.32,1171.61 1435.75,1171.56 1436.17,1171.51 1436.6,1171.46 1437.02,1171.41 1437.45,1171.37 1437.88,1171.32 \n",
       "  1438.3,1171.27 1438.73,1171.22 1439.15,1171.18 1439.58,1171.13 1440,1171.08 1440.43,1171.03 1440.86,1170.98 1441.28,1170.94 1441.71,1170.89 1442.13,1170.84 \n",
       "  1442.56,1170.79 1442.99,1170.74 1443.41,1170.7 1443.84,1170.65 1444.26,1170.6 1444.69,1170.55 1445.12,1170.51 1445.54,1170.46 1445.97,1170.41 1446.39,1170.36 \n",
       "  1446.82,1170.32 1447.25,1170.27 1447.67,1170.22 1448.1,1170.17 1448.52,1170.12 1448.95,1170.08 1449.38,1170.03 1449.8,1169.98 1450.23,1169.93 1450.65,1169.89 \n",
       "  1451.08,1169.84 1451.5,1169.79 1451.93,1169.74 1452.36,1169.7 1452.78,1169.65 1453.21,1169.6 1453.63,1169.55 1454.06,1169.51 1454.49,1169.46 1454.91,1169.41 \n",
       "  1455.34,1169.36 1455.76,1169.32 1456.19,1169.27 1456.62,1169.22 1457.04,1169.17 1457.47,1169.13 1457.89,1169.08 1458.32,1169.03 1458.75,1168.98 1459.17,1168.94 \n",
       "  1459.6,1168.89 1460.02,1168.84 1460.45,1168.79 1460.88,1168.75 1461.3,1168.7 1461.73,1168.65 1462.15,1168.6 1462.58,1168.56 1463,1168.51 1463.43,1168.46 \n",
       "  1463.86,1168.41 1464.28,1168.37 1464.71,1168.32 1465.13,1168.27 1465.56,1168.22 1465.99,1168.18 1466.41,1168.13 1466.84,1168.08 1467.26,1168.04 1467.69,1167.99 \n",
       "  1468.12,1167.94 1468.54,1167.89 1468.97,1167.85 1469.39,1167.8 1469.82,1167.75 1470.25,1167.7 1470.67,1167.66 1471.1,1167.61 1471.52,1167.56 1471.95,1167.52 \n",
       "  1472.38,1167.47 1472.8,1167.42 1473.23,1167.37 1473.65,1167.33 1474.08,1167.28 1474.5,1167.23 1474.93,1167.19 1475.36,1167.14 1475.78,1167.09 1476.21,1167.04 \n",
       "  1476.63,1167 1477.06,1166.95 1477.49,1166.9 1477.91,1166.86 1478.34,1166.81 1478.76,1166.76 1479.19,1166.71 1479.62,1166.67 1480.04,1166.62 1480.47,1166.57 \n",
       "  1480.89,1166.53 1481.32,1166.48 1481.75,1166.43 1482.17,1166.38 1482.6,1166.34 1483.02,1166.29 1483.45,1166.24 1483.87,1166.2 1484.3,1166.15 1484.73,1166.1 \n",
       "  1485.15,1166.06 1485.58,1166.01 1486,1165.96 1486.43,1165.91 1486.86,1165.87 1487.28,1165.82 1487.71,1165.77 1488.13,1165.73 1488.56,1165.68 1488.99,1165.63 \n",
       "  1489.41,1165.59 1489.84,1165.54 1490.26,1165.49 1490.69,1165.45 1491.12,1165.4 1491.54,1165.35 1491.97,1165.31 1492.39,1165.26 1492.82,1165.21 1493.25,1165.16 \n",
       "  1493.67,1165.12 1494.1,1165.07 1494.52,1165.02 1494.95,1164.98 1495.37,1164.93 1495.8,1164.88 1496.23,1164.84 1496.65,1164.79 1497.08,1164.74 1497.5,1164.7 \n",
       "  1497.93,1164.65 1498.36,1164.6 1498.78,1164.56 1499.21,1164.51 1499.63,1164.46 1500.06,1164.42 1500.49,1164.37 1500.91,1164.32 1501.34,1164.28 1501.76,1164.23 \n",
       "  1502.19,1164.18 1502.62,1164.14 1503.04,1164.09 1503.47,1164.04 1503.89,1164 1504.32,1163.95 1504.75,1163.9 1505.17,1163.86 1505.6,1163.81 1506.02,1163.76 \n",
       "  1506.45,1163.72 1506.87,1163.67 1507.3,1163.62 1507.73,1163.58 1508.15,1163.53 1508.58,1163.48 1509,1163.44 1509.43,1163.39 1509.86,1163.34 1510.28,1163.3 \n",
       "  1510.71,1163.25 1511.13,1163.21 1511.56,1163.16 1511.99,1163.11 1512.41,1163.07 1512.84,1163.02 1513.26,1162.97 1513.69,1162.93 1514.12,1162.88 1514.54,1162.83 \n",
       "  1514.97,1162.79 1515.39,1162.74 1515.82,1162.69 1516.25,1162.65 1516.67,1162.6 1517.1,1162.55 1517.52,1162.51 1517.95,1162.46 1518.37,1162.42 1518.8,1162.37 \n",
       "  1519.23,1162.32 1519.65,1162.28 1520.08,1162.23 1520.5,1162.18 1520.93,1162.14 1521.36,1162.09 1521.78,1162.04 1522.21,1162 1522.63,1161.95 1523.06,1161.91 \n",
       "  1523.49,1161.86 1523.91,1161.81 1524.34,1161.77 1524.76,1161.72 1525.19,1161.67 1525.62,1161.63 1526.04,1161.58 1526.47,1161.54 1526.89,1161.49 1527.32,1161.44 \n",
       "  1527.74,1161.4 1528.17,1161.35 1528.6,1161.3 1529.02,1161.26 1529.45,1161.21 1529.87,1161.17 1530.3,1161.12 1530.73,1161.07 1531.15,1161.03 1531.58,1160.98 \n",
       "  1532,1160.94 1532.43,1160.89 1532.86,1160.84 1533.28,1160.8 1533.71,1160.75 1534.13,1160.7 1534.56,1160.66 1534.99,1160.61 1535.41,1160.57 1535.84,1160.52 \n",
       "  1536.26,1160.47 1536.69,1160.43 1537.12,1160.38 1537.54,1160.34 1537.97,1160.29 1538.39,1160.24 1538.82,1160.2 1539.24,1160.15 1539.67,1160.11 1540.1,1160.06 \n",
       "  1540.52,1160.01 1540.95,1159.97 1541.37,1159.92 1541.8,1159.88 1542.23,1159.83 1542.65,1159.78 1543.08,1159.74 1543.5,1159.69 1543.93,1159.65 1544.36,1159.6 \n",
       "  1544.78,1159.55 1545.21,1159.51 1545.63,1159.46 1546.06,1159.42 1546.49,1159.37 1546.91,1159.33 1547.34,1159.28 1547.76,1159.23 1548.19,1159.19 1548.62,1159.14 \n",
       "  1549.04,1159.1 1549.47,1159.05 1549.89,1159 1550.32,1158.96 1550.74,1158.91 1551.17,1158.87 1551.6,1158.82 1552.02,1158.78 1552.45,1158.73 1552.87,1158.68 \n",
       "  1553.3,1158.64 1553.73,1158.59 1554.15,1158.55 1554.58,1158.5 1555,1158.45 1555.43,1158.41 1555.86,1158.36 1556.28,1158.32 1556.71,1158.27 1557.13,1158.23 \n",
       "  1557.56,1158.18 1557.99,1158.13 1558.41,1158.09 1558.84,1158.04 1559.26,1158 1559.69,1157.95 1560.11,1157.91 1560.54,1157.86 1560.97,1157.82 1561.39,1157.77 \n",
       "  1561.82,1157.72 1562.24,1157.68 1562.67,1157.63 1563.1,1157.59 1563.52,1157.54 1563.95,1157.5 1564.37,1157.45 1564.8,1157.4 1565.23,1157.36 1565.65,1157.31 \n",
       "  1566.08,1157.27 1566.5,1157.22 1566.93,1157.18 1567.36,1157.13 1567.78,1157.09 1568.21,1157.04 1568.63,1156.99 1569.06,1156.95 1569.49,1156.9 1569.91,1156.86 \n",
       "  1570.34,1156.81 1570.76,1156.77 1571.19,1156.72 1571.61,1156.68 1572.04,1156.63 1572.47,1156.59 1572.89,1156.54 1573.32,1156.49 1573.74,1156.45 1574.17,1156.4 \n",
       "  1574.6,1156.36 1575.02,1156.31 1575.45,1156.27 1575.87,1156.22 1576.3,1156.18 1576.73,1156.13 1577.15,1156.09 1577.58,1156.04 1578,1156 1578.43,1155.95 \n",
       "  1578.86,1155.9 1579.28,1155.86 1579.71,1155.81 1580.13,1155.77 1580.56,1155.72 1580.99,1155.68 1581.41,1155.63 1581.84,1155.59 1582.26,1155.54 1582.69,1155.5 \n",
       "  1583.11,1155.45 1583.54,1155.41 1583.97,1155.36 1584.39,1155.32 1584.82,1155.27 1585.24,1155.23 1585.67,1155.18 1586.1,1155.13 1586.52,1155.09 1586.95,1155.04 \n",
       "  1587.37,1155 1587.8,1154.95 1588.23,1154.91 1588.65,1154.86 1589.08,1154.82 1589.5,1154.77 1589.93,1154.73 1590.36,1154.68 1590.78,1154.64 1591.21,1154.59 \n",
       "  1591.63,1154.55 1592.06,1154.5 1592.49,1154.46 1592.91,1154.41 1593.34,1154.37 1593.76,1154.32 1594.19,1154.28 1594.61,1154.23 1595.04,1154.19 1595.47,1154.14 \n",
       "  1595.89,1154.1 1596.32,1154.05 1596.74,1154.01 1597.17,1153.96 1597.6,1153.92 1598.02,1153.87 1598.45,1153.83 1598.87,1153.78 1599.3,1153.74 1599.73,1153.69 \n",
       "  1600.15,1153.65 1600.58,1153.6 1601,1153.56 1601.43,1153.51 1601.86,1153.47 1602.28,1153.42 1602.71,1153.38 1603.13,1153.33 1603.56,1153.29 1603.98,1153.24 \n",
       "  1604.41,1153.2 1604.84,1153.15 1605.26,1153.11 1605.69,1153.06 1606.11,1153.02 1606.54,1152.97 1606.97,1152.93 1607.39,1152.88 1607.82,1152.84 1608.24,1152.79 \n",
       "  1608.67,1152.75 1609.1,1152.7 1609.52,1152.66 1609.95,1152.61 1610.37,1152.57 1610.8,1152.52 1611.23,1152.48 1611.65,1152.43 1612.08,1152.39 1612.5,1152.34 \n",
       "  1612.93,1152.3 1613.36,1152.25 1613.78,1152.21 1614.21,1152.16 1614.63,1152.12 1615.06,1152.08 1615.48,1152.03 1615.91,1151.99 1616.34,1151.94 1616.76,1151.9 \n",
       "  1617.19,1151.85 1617.61,1151.81 1618.04,1151.76 1618.47,1151.72 1618.89,1151.67 1619.32,1151.63 1619.74,1151.58 1620.17,1151.54 1620.6,1151.49 1621.02,1151.45 \n",
       "  1621.45,1151.4 1621.87,1151.36 1622.3,1151.32 1622.73,1151.27 1623.15,1151.23 1623.58,1151.18 1624,1151.14 1624.43,1151.09 1624.86,1151.05 1625.28,1151 \n",
       "  1625.71,1150.96 1626.13,1150.91 1626.56,1150.87 1626.98,1150.82 1627.41,1150.78 1627.84,1150.74 1628.26,1150.69 1628.69,1150.65 1629.11,1150.6 1629.54,1150.56 \n",
       "  1629.97,1150.51 1630.39,1150.47 1630.82,1150.42 1631.24,1150.38 1631.67,1150.33 1632.1,1150.29 1632.52,1150.25 1632.95,1150.2 1633.37,1150.16 1633.8,1150.11 \n",
       "  1634.23,1150.07 1634.65,1150.02 1635.08,1149.98 1635.5,1149.93 1635.93,1149.89 1636.36,1149.85 1636.78,1149.8 1637.21,1149.76 1637.63,1149.71 1638.06,1149.67 \n",
       "  1638.48,1149.62 1638.91,1149.58 1639.34,1149.54 1639.76,1149.49 1640.19,1149.45 1640.61,1149.4 1641.04,1149.36 1641.47,1149.31 1641.89,1149.27 1642.32,1149.22 \n",
       "  1642.74,1149.18 1643.17,1149.14 1643.6,1149.09 1644.02,1149.05 1644.45,1149 1644.87,1148.96 1645.3,1148.91 1645.73,1148.87 1646.15,1148.83 1646.58,1148.78 \n",
       "  1647,1148.74 1647.43,1148.69 1647.85,1148.65 1648.28,1148.6 1648.71,1148.56 1649.13,1148.52 1649.56,1148.47 1649.98,1148.43 1650.41,1148.38 1650.84,1148.34 \n",
       "  1651.26,1148.3 1651.69,1148.25 1652.11,1148.21 1652.54,1148.16 1652.97,1148.12 1653.39,1148.07 1653.82,1148.03 1654.24,1147.99 1654.67,1147.94 1655.1,1147.9 \n",
       "  1655.52,1147.85 1655.95,1147.81 1656.37,1147.77 1656.8,1147.72 1657.23,1147.68 1657.65,1147.63 1658.08,1147.59 1658.5,1147.54 1658.93,1147.5 1659.35,1147.46 \n",
       "  1659.78,1147.41 1660.21,1147.37 1660.63,1147.32 1661.06,1147.28 1661.48,1147.24 1661.91,1147.19 1662.34,1147.15 1662.76,1147.1 1663.19,1147.06 1663.61,1147.02 \n",
       "  1664.04,1146.97 1664.47,1146.93 1664.89,1146.88 1665.32,1146.84 1665.74,1146.8 1666.17,1146.75 1666.6,1146.71 1667.02,1146.66 1667.45,1146.62 1667.87,1146.58 \n",
       "  1668.3,1146.53 1668.73,1146.49 1669.15,1146.44 1669.58,1146.4 1670,1146.36 1670.43,1146.31 1670.85,1146.27 1671.28,1146.23 1671.71,1146.18 1672.13,1146.14 \n",
       "  1672.56,1146.09 1672.98,1146.05 1673.41,1146.01 1673.84,1145.96 1674.26,1145.92 1674.69,1145.87 1675.11,1145.83 1675.54,1145.79 1675.97,1145.74 1676.39,1145.7 \n",
       "  1676.82,1145.65 1677.24,1145.61 1677.67,1145.57 1678.1,1145.52 1678.52,1145.48 1678.95,1145.44 1679.37,1145.39 1679.8,1145.35 1680.22,1145.3 1680.65,1145.26 \n",
       "  1681.08,1145.22 1681.5,1145.17 1681.93,1145.13 1682.35,1145.09 1682.78,1145.04 1683.21,1145 1683.63,1144.95 1684.06,1144.91 1684.48,1144.87 1684.91,1144.82 \n",
       "  1685.34,1144.78 1685.76,1144.74 1686.19,1144.69 1686.61,1144.65 1687.04,1144.61 1687.47,1144.56 1687.89,1144.52 1688.32,1144.47 1688.74,1144.43 1689.17,1144.39 \n",
       "  1689.6,1144.34 1690.02,1144.3 1690.45,1144.26 1690.87,1144.21 1691.3,1144.17 1691.72,1144.13 1692.15,1144.08 1692.58,1144.04 1693,1143.99 1693.43,1143.95 \n",
       "  1693.85,1143.91 1694.28,1143.86 1694.71,1143.82 1695.13,1143.78 1695.56,1143.73 1695.98,1143.69 1696.41,1143.65 1696.84,1143.6 1697.26,1143.56 1697.69,1143.52 \n",
       "  1698.11,1143.47 1698.54,1143.43 1698.97,1143.39 1699.39,1143.34 1699.82,1143.3 1700.24,1143.25 1700.67,1143.21 1701.1,1143.17 1701.52,1143.12 1701.95,1143.08 \n",
       "  1702.37,1143.04 1702.8,1142.99 1703.22,1142.95 1703.65,1142.91 1704.08,1142.86 1704.5,1142.82 1704.93,1142.78 1705.35,1142.73 1705.78,1142.69 1706.21,1142.65 \n",
       "  1706.63,1142.6 1707.06,1142.56 1707.48,1142.52 1707.91,1142.47 1708.34,1142.43 1708.76,1142.39 1709.19,1142.34 1709.61,1142.3 1710.04,1142.26 1710.47,1142.21 \n",
       "  1710.89,1142.17 1711.32,1142.13 1711.74,1142.08 1712.17,1142.04 1712.6,1142 1713.02,1141.95 1713.45,1141.91 1713.87,1141.87 1714.3,1141.82 1714.72,1141.78 \n",
       "  1715.15,1141.74 1715.58,1141.69 1716,1141.65 1716.43,1141.61 1716.85,1141.56 1717.28,1141.52 1717.71,1141.48 1718.13,1141.43 1718.56,1141.39 1718.98,1141.35 \n",
       "  1719.41,1141.31 1719.84,1141.26 1720.26,1141.22 1720.69,1141.18 1721.11,1141.13 1721.54,1141.09 1721.97,1141.05 1722.39,1141 1722.82,1140.96 1723.24,1140.92 \n",
       "  1723.67,1140.87 1724.09,1140.83 1724.52,1140.79 1724.95,1140.74 1725.37,1140.7 1725.8,1140.66 1726.22,1140.61 1726.65,1140.57 1727.08,1140.53 1727.5,1140.49 \n",
       "  1727.93,1140.44 1728.35,1140.4 1728.78,1140.36 1729.21,1140.31 1729.63,1140.27 1730.06,1140.23 1730.48,1140.18 1730.91,1140.14 1731.34,1140.1 1731.76,1140.06 \n",
       "  1732.19,1140.01 1732.61,1139.97 1733.04,1139.93 1733.47,1139.88 1733.89,1139.84 1734.32,1139.8 1734.74,1139.75 1735.17,1139.71 1735.59,1139.67 1736.02,1139.63 \n",
       "  1736.45,1139.58 1736.87,1139.54 1737.3,1139.5 1737.72,1139.45 1738.15,1139.41 1738.58,1139.37 1739,1139.32 1739.43,1139.28 1739.85,1139.24 1740.28,1139.2 \n",
       "  1740.71,1139.15 1741.13,1139.11 1741.56,1139.07 1741.98,1139.02 1742.41,1138.98 1742.84,1138.94 1743.26,1138.9 1743.69,1138.85 1744.11,1138.81 1744.54,1138.77 \n",
       "  1744.97,1138.72 1745.39,1138.68 1745.82,1138.64 1746.24,1138.6 1746.67,1138.55 1747.09,1138.51 1747.52,1138.47 1747.95,1138.42 1748.37,1138.38 1748.8,1138.34 \n",
       "  1749.22,1138.3 1749.65,1138.25 1750.08,1138.21 1750.5,1138.17 1750.93,1138.13 1751.35,1138.08 1751.78,1138.04 1752.21,1138 1752.63,1137.95 1753.06,1137.91 \n",
       "  1753.48,1137.87 1753.91,1137.83 1754.34,1137.78 1754.76,1137.74 1755.19,1137.7 1755.61,1137.66 1756.04,1137.61 1756.47,1137.57 1756.89,1137.53 1757.32,1137.48 \n",
       "  1757.74,1137.44 1758.17,1137.4 1758.59,1137.36 1759.02,1137.31 1759.45,1137.27 1759.87,1137.23 1760.3,1137.19 1760.72,1137.14 1761.15,1137.1 1761.58,1137.06 \n",
       "  1762,1137.02 1762.43,1136.97 1762.85,1136.93 1763.28,1136.89 1763.71,1136.85 1764.13,1136.8 1764.56,1136.76 1764.98,1136.72 1765.41,1136.68 1765.84,1136.63 \n",
       "  1766.26,1136.59 1766.69,1136.55 1767.11,1136.51 1767.54,1136.46 1767.96,1136.42 1768.39,1136.38 1768.82,1136.34 1769.24,1136.29 1769.67,1136.25 1770.09,1136.21 \n",
       "  1770.52,1136.17 1770.95,1136.12 1771.37,1136.08 1771.8,1136.04 1772.22,1136 1772.65,1135.95 1773.08,1135.91 1773.5,1135.87 1773.93,1135.83 1774.35,1135.78 \n",
       "  1774.78,1135.74 1775.21,1135.7 1775.63,1135.66 1776.06,1135.61 1776.48,1135.57 1776.91,1135.53 1777.34,1135.49 1777.76,1135.44 1778.19,1135.4 1778.61,1135.36 \n",
       "  1779.04,1135.32 1779.46,1135.27 1779.89,1135.23 1780.32,1135.19 1780.74,1135.15 1781.17,1135.11 1781.59,1135.06 1782.02,1135.02 1782.45,1134.98 1782.87,1134.94 \n",
       "  1783.3,1134.89 1783.72,1134.85 1784.15,1134.81 1784.58,1134.77 1785,1134.72 1785.43,1134.68 1785.85,1134.64 1786.28,1134.6 1786.71,1134.56 1787.13,1134.51 \n",
       "  1787.56,1134.47 1787.98,1134.43 1788.41,1134.39 1788.84,1134.34 1789.26,1134.3 1789.69,1134.26 1790.11,1134.22 1790.54,1134.18 1790.96,1134.13 1791.39,1134.09 \n",
       "  1791.82,1134.05 1792.24,1134.01 1792.67,1133.96 1793.09,1133.92 1793.52,1133.88 1793.95,1133.84 1794.37,1133.8 1794.8,1133.75 1795.22,1133.71 1795.65,1133.67 \n",
       "  1796.08,1133.63 1796.5,1133.58 1796.93,1133.54 1797.35,1133.5 1797.78,1133.46 1798.21,1133.42 1798.63,1133.37 1799.06,1133.33 1799.48,1133.29 1799.91,1133.25 \n",
       "  1800.34,1133.21 1800.76,1133.16 1801.19,1133.12 1801.61,1133.08 1802.04,1133.04 1802.46,1133 1802.89,1132.95 1803.32,1132.91 1803.74,1132.87 1804.17,1132.83 \n",
       "  1804.59,1132.79 1805.02,1132.74 1805.45,1132.7 1805.87,1132.66 1806.3,1132.62 1806.72,1132.58 1807.15,1132.53 1807.58,1132.49 1808,1132.45 1808.43,1132.41 \n",
       "  1808.85,1132.37 1809.28,1132.32 1809.71,1132.28 1810.13,1132.24 1810.56,1132.2 1810.98,1132.16 1811.41,1132.11 1811.83,1132.07 1812.26,1132.03 1812.69,1131.99 \n",
       "  1813.11,1131.95 1813.54,1131.9 1813.96,1131.86 1814.39,1131.82 1814.82,1131.78 1815.24,1131.74 1815.67,1131.69 1816.09,1131.65 1816.52,1131.61 1816.95,1131.57 \n",
       "  1817.37,1131.53 1817.8,1131.49 1818.22,1131.44 1818.65,1131.4 1819.08,1131.36 1819.5,1131.32 1819.93,1131.28 1820.35,1131.23 1820.78,1131.19 1821.21,1131.15 \n",
       "  1821.63,1131.11 1822.06,1131.07 1822.48,1131.02 1822.91,1130.98 1823.33,1130.94 1823.76,1130.9 1824.19,1130.86 1824.61,1130.82 1825.04,1130.77 1825.46,1130.73 \n",
       "  1825.89,1130.69 1826.32,1130.65 1826.74,1130.61 1827.17,1130.57 1827.59,1130.52 1828.02,1130.48 1828.45,1130.44 1828.87,1130.4 1829.3,1130.36 1829.72,1130.32 \n",
       "  1830.15,1130.27 1830.58,1130.23 1831,1130.19 1831.43,1130.15 1831.85,1130.11 1832.28,1130.07 1832.71,1130.02 1833.13,1129.98 1833.56,1129.94 1833.98,1129.9 \n",
       "  1834.41,1129.86 1834.83,1129.82 1835.26,1129.77 1835.69,1129.73 1836.11,1129.69 1836.54,1129.65 1836.96,1129.61 1837.39,1129.57 1837.82,1129.52 1838.24,1129.48 \n",
       "  1838.67,1129.44 1839.09,1129.4 1839.52,1129.36 1839.95,1129.32 1840.37,1129.27 1840.8,1129.23 1841.22,1129.19 1841.65,1129.15 1842.08,1129.11 1842.5,1129.07 \n",
       "  1842.93,1129.03 1843.35,1128.98 1843.78,1128.94 1844.2,1128.9 1844.63,1128.86 1845.06,1128.82 1845.48,1128.78 1845.91,1128.73 1846.33,1128.69 1846.76,1128.65 \n",
       "  1847.19,1128.61 1847.61,1128.57 1848.04,1128.53 1848.46,1128.49 1848.89,1128.44 1849.32,1128.4 1849.74,1128.36 1850.17,1128.32 1850.59,1128.28 1851.02,1128.24 \n",
       "  1851.45,1128.2 1851.87,1128.15 1852.3,1128.11 1852.72,1128.07 1853.15,1128.03 1853.58,1127.99 1854,1127.95 1854.43,1127.91 1854.85,1127.86 1855.28,1127.82 \n",
       "  1855.7,1127.78 1856.13,1127.74 1856.56,1127.7 1856.98,1127.66 1857.41,1127.62 1857.83,1127.57 1858.26,1127.53 1858.69,1127.49 1859.11,1127.45 1859.54,1127.41 \n",
       "  1859.96,1127.37 1860.39,1127.33 1860.82,1127.29 1861.24,1127.24 1861.67,1127.2 1862.09,1127.16 1862.52,1127.12 1862.95,1127.08 1863.37,1127.04 1863.8,1127 \n",
       "  1864.22,1126.96 1864.65,1126.91 1865.08,1126.87 1865.5,1126.83 1865.93,1126.79 1866.35,1126.75 1866.78,1126.71 1867.2,1126.67 1867.63,1126.63 1868.06,1126.58 \n",
       "  1868.48,1126.54 1868.91,1126.5 1869.33,1126.46 1869.76,1126.42 1870.19,1126.38 1870.61,1126.34 1871.04,1126.3 1871.46,1126.25 1871.89,1126.21 1872.32,1126.17 \n",
       "  1872.74,1126.13 1873.17,1126.09 1873.59,1126.05 1874.02,1126.01 1874.45,1125.97 1874.87,1125.93 1875.3,1125.88 1875.72,1125.84 1876.15,1125.8 1876.58,1125.76 \n",
       "  1877,1125.72 1877.43,1125.68 1877.85,1125.64 1878.28,1125.6 1878.7,1125.56 1879.13,1125.51 1879.56,1125.47 1879.98,1125.43 1880.41,1125.39 1880.83,1125.35 \n",
       "  1881.26,1125.31 1881.69,1125.27 1882.11,1125.23 1882.54,1125.19 1882.96,1125.14 1883.39,1125.1 1883.82,1125.06 1884.24,1125.02 1884.67,1124.98 1885.09,1124.94 \n",
       "  1885.52,1124.9 1885.95,1124.86 1886.37,1124.82 1886.8,1124.78 1887.22,1124.73 1887.65,1124.69 1888.07,1124.65 1888.5,1124.61 1888.93,1124.57 1889.35,1124.53 \n",
       "  1889.78,1124.49 1890.2,1124.45 1890.63,1124.41 1891.06,1124.37 1891.48,1124.33 1891.91,1124.28 1892.33,1124.24 1892.76,1124.2 1893.19,1124.16 1893.61,1124.12 \n",
       "  1894.04,1124.08 1894.46,1124.04 1894.89,1124 1895.32,1123.96 1895.74,1123.92 1896.17,1123.88 1896.59,1123.83 1897.02,1123.79 1897.45,1123.75 1897.87,1123.71 \n",
       "  1898.3,1123.67 1898.72,1123.63 1899.15,1123.59 1899.57,1123.55 1900,1123.51 1900.43,1123.47 1900.85,1123.43 1901.28,1123.39 1901.7,1123.34 1902.13,1123.3 \n",
       "  1902.56,1123.26 1902.98,1123.22 1903.41,1123.18 1903.83,1123.14 1904.26,1123.1 1904.69,1123.06 1905.11,1123.02 1905.54,1122.98 1905.96,1122.94 1906.39,1122.9 \n",
       "  1906.82,1122.85 1907.24,1122.81 1907.67,1122.77 1908.09,1122.73 1908.52,1122.69 1908.95,1122.65 1909.37,1122.61 1909.8,1122.57 1910.22,1122.53 1910.65,1122.49 \n",
       "  1911.07,1122.45 1911.5,1122.41 1911.93,1122.37 1912.35,1122.33 1912.78,1122.28 1913.2,1122.24 1913.63,1122.2 1914.06,1122.16 1914.48,1122.12 1914.91,1122.08 \n",
       "  1915.33,1122.04 1915.76,1122 1916.19,1121.96 1916.61,1121.92 1917.04,1121.88 1917.46,1121.84 1917.89,1121.8 1918.32,1121.76 1918.74,1121.72 1919.17,1121.68 \n",
       "  1919.59,1121.63 1920.02,1121.59 1920.45,1121.55 1920.87,1121.51 1921.3,1121.47 1921.72,1121.43 1922.15,1121.39 1922.57,1121.35 1923,1121.31 1923.43,1121.27 \n",
       "  1923.85,1121.23 1924.28,1121.19 1924.7,1121.15 1925.13,1121.11 1925.56,1121.07 1925.98,1121.03 1926.41,1120.99 1926.83,1120.95 1927.26,1120.9 1927.69,1120.86 \n",
       "  1928.11,1120.82 1928.54,1120.78 1928.96,1120.74 1929.39,1120.7 1929.82,1120.66 1930.24,1120.62 1930.67,1120.58 1931.09,1120.54 1931.52,1120.5 1931.94,1120.46 \n",
       "  1932.37,1120.42 1932.8,1120.38 1933.22,1120.34 1933.65,1120.3 1934.07,1120.26 1934.5,1120.22 1934.93,1120.18 1935.35,1120.14 1935.78,1120.1 1936.2,1120.06 \n",
       "  1936.63,1120.02 1937.06,1119.97 1937.48,1119.93 1937.91,1119.89 1938.33,1119.85 1938.76,1119.81 1939.19,1119.77 1939.61,1119.73 1940.04,1119.69 1940.46,1119.65 \n",
       "  1940.89,1119.61 1941.32,1119.57 1941.74,1119.53 1942.17,1119.49 1942.59,1119.45 1943.02,1119.41 1943.44,1119.37 1943.87,1119.33 1944.3,1119.29 1944.72,1119.25 \n",
       "  1945.15,1119.21 1945.57,1119.17 1946,1119.13 1946.43,1119.09 1946.85,1119.05 1947.28,1119.01 1947.7,1118.97 1948.13,1118.93 1948.56,1118.89 1948.98,1118.85 \n",
       "  1949.41,1118.81 1949.83,1118.77 1950.26,1118.73 1950.69,1118.68 1951.11,1118.64 1951.54,1118.6 1951.96,1118.56 1952.39,1118.52 1952.82,1118.48 1953.24,1118.44 \n",
       "  1953.67,1118.4 1954.09,1118.36 1954.52,1118.32 1954.94,1118.28 1955.37,1118.24 1955.8,1118.2 1956.22,1118.16 1956.65,1118.12 1957.07,1118.08 1957.5,1118.04 \n",
       "  1957.93,1118 1958.35,1117.96 1958.78,1117.92 1959.2,1117.88 1959.63,1117.84 1960.06,1117.8 1960.48,1117.76 1960.91,1117.72 1961.33,1117.68 1961.76,1117.64 \n",
       "  1962.19,1117.6 1962.61,1117.56 1963.04,1117.52 1963.46,1117.48 1963.89,1117.44 1964.32,1117.4 1964.74,1117.36 1965.17,1117.32 1965.59,1117.28 1966.02,1117.24 \n",
       "  1966.44,1117.2 1966.87,1117.16 1967.3,1117.12 1967.72,1117.08 1968.15,1117.04 1968.57,1117 1969,1116.96 1969.43,1116.92 1969.85,1116.88 1970.28,1116.84 \n",
       "  1970.7,1116.8 1971.13,1116.76 1971.56,1116.72 1971.98,1116.68 1972.41,1116.64 1972.83,1116.6 1973.26,1116.56 1973.69,1116.52 1974.11,1116.48 1974.54,1116.44 \n",
       "  1974.96,1116.4 1975.39,1116.36 1975.81,1116.32 1976.24,1116.28 1976.67,1116.24 1977.09,1116.2 1977.52,1116.16 1977.94,1116.12 1978.37,1116.08 1978.8,1116.04 \n",
       "  1979.22,1116 1979.65,1115.96 1980.07,1115.92 1980.5,1115.88 1980.93,1115.84 1981.35,1115.8 1981.78,1115.76 1982.2,1115.72 1982.63,1115.68 1983.06,1115.64 \n",
       "  1983.48,1115.6 1983.91,1115.56 1984.33,1115.52 1984.76,1115.48 1985.19,1115.44 1985.61,1115.4 1986.04,1115.36 1986.46,1115.32 1986.89,1115.28 1987.31,1115.24 \n",
       "  1987.74,1115.2 1988.17,1115.16 1988.59,1115.12 1989.02,1115.08 1989.44,1115.04 1989.87,1115 1990.3,1114.96 1990.72,1114.92 1991.15,1114.88 1991.57,1114.84 \n",
       "  1992,1114.81 1992.43,1114.77 1992.85,1114.73 1993.28,1114.69 1993.7,1114.65 1994.13,1114.61 1994.56,1114.57 1994.98,1114.53 1995.41,1114.49 1995.83,1114.45 \n",
       "  1996.26,1114.41 1996.69,1114.37 1997.11,1114.33 1997.54,1114.29 1997.96,1114.25 1998.39,1114.21 1998.81,1114.17 1999.24,1114.13 1999.67,1114.09 2000.09,1114.05 \n",
       "  2000.52,1114.01 2000.94,1113.97 2001.37,1113.93 2001.8,1113.89 2002.22,1113.85 2002.65,1113.81 2003.07,1113.77 2003.5,1113.73 2003.93,1113.69 2004.35,1113.65 \n",
       "  2004.78,1113.61 2005.2,1113.57 2005.63,1113.54 2006.06,1113.5 2006.48,1113.46 2006.91,1113.42 2007.33,1113.38 2007.76,1113.34 2008.18,1113.3 2008.61,1113.26 \n",
       "  2009.04,1113.22 2009.46,1113.18 2009.89,1113.14 2010.31,1113.1 2010.74,1113.06 2011.17,1113.02 2011.59,1112.98 2012.02,1112.94 2012.44,1112.9 2012.87,1112.86 \n",
       "  2013.3,1112.82 2013.72,1112.78 2014.15,1112.74 2014.57,1112.7 2015,1112.66 2015.43,1112.63 2015.85,1112.59 2016.28,1112.55 2016.7,1112.51 2017.13,1112.47 \n",
       "  2017.56,1112.43 2017.98,1112.39 2018.41,1112.35 2018.83,1112.31 2019.26,1112.27 2019.68,1112.23 2020.11,1112.19 2020.54,1112.15 2020.96,1112.11 2021.39,1112.07 \n",
       "  2021.81,1112.03 2022.24,1111.99 2022.67,1111.95 2023.09,1111.91 2023.52,1111.88 2023.94,1111.84 2024.37,1111.8 2024.8,1111.76 2025.22,1111.72 2025.65,1111.68 \n",
       "  2026.07,1111.64 2026.5,1111.6 2026.93,1111.56 2027.35,1111.52 2027.78,1111.48 2028.2,1111.44 2028.63,1111.4 2029.06,1111.36 2029.48,1111.32 2029.91,1111.28 \n",
       "  2030.33,1111.25 2030.76,1111.21 2031.18,1111.17 2031.61,1111.13 2032.04,1111.09 2032.46,1111.05 2032.89,1111.01 2033.31,1110.97 2033.74,1110.93 2034.17,1110.89 \n",
       "  2034.59,1110.85 2035.02,1110.81 2035.44,1110.77 2035.87,1110.73 2036.3,1110.7 2036.72,1110.66 2037.15,1110.62 2037.57,1110.58 2038,1110.54 2038.43,1110.5 \n",
       "  2038.85,1110.46 2039.28,1110.42 2039.7,1110.38 2040.13,1110.34 2040.56,1110.3 2040.98,1110.26 2041.41,1110.22 2041.83,1110.18 2042.26,1110.15 2042.68,1110.11 \n",
       "  2043.11,1110.07 2043.54,1110.03 2043.96,1109.99 2044.39,1109.95 2044.81,1109.91 2045.24,1109.87 2045.67,1109.83 2046.09,1109.79 2046.52,1109.75 2046.94,1109.71 \n",
       "  2047.37,1109.68 2047.8,1109.64 2048.22,1109.6 2048.65,1109.56 2049.07,1109.52 2049.5,1109.48 2049.93,1109.44 2050.35,1109.4 2050.78,1109.36 2051.2,1109.32 \n",
       "  2051.63,1109.28 2052.05,1109.24 2052.48,1109.21 2052.91,1109.17 2053.33,1109.13 2053.76,1109.09 2054.18,1109.05 2054.61,1109.01 2055.04,1108.97 2055.46,1108.93 \n",
       "  2055.89,1108.89 2056.31,1108.85 2056.74,1108.81 2057.17,1108.78 2057.59,1108.74 2058.02,1108.7 2058.44,1108.66 2058.87,1108.62 2059.3,1108.58 2059.72,1108.54 \n",
       "  2060.15,1108.5 2060.57,1108.46 2061,1108.42 2061.43,1108.39 2061.85,1108.35 2062.28,1108.31 2062.7,1108.27 2063.13,1108.23 2063.55,1108.19 2063.98,1108.15 \n",
       "  2064.41,1108.11 2064.83,1108.07 2065.26,1108.03 2065.68,1108 2066.11,1107.96 2066.54,1107.92 2066.96,1107.88 2067.39,1107.84 2067.81,1107.8 2068.24,1107.76 \n",
       "  2068.67,1107.72 2069.09,1107.68 2069.52,1107.64 2069.94,1107.61 2070.37,1107.57 2070.8,1107.53 2071.22,1107.49 2071.65,1107.45 2072.07,1107.41 2072.5,1107.37 \n",
       "  2072.93,1107.33 2073.35,1107.29 2073.78,1107.26 2074.2,1107.22 2074.63,1107.18 2075.05,1107.14 2075.48,1107.1 2075.91,1107.06 2076.33,1107.02 2076.76,1106.98 \n",
       "  2077.18,1106.94 2077.61,1106.91 2078.04,1106.87 2078.46,1106.83 2078.89,1106.79 2079.31,1106.75 2079.74,1106.71 2080.17,1106.67 2080.59,1106.63 2081.02,1106.6 \n",
       "  2081.44,1106.56 2081.87,1106.52 2082.3,1106.48 2082.72,1106.44 2083.15,1106.4 2083.57,1106.36 2084,1106.32 2084.43,1106.29 2084.85,1106.25 2085.28,1106.21 \n",
       "  2085.7,1106.17 2086.13,1106.13 2086.55,1106.09 2086.98,1106.05 2087.41,1106.01 2087.83,1105.98 2088.26,1105.94 2088.68,1105.9 2089.11,1105.86 2089.54,1105.82 \n",
       "  2089.96,1105.78 2090.39,1105.74 2090.81,1105.7 2091.24,1105.67 2091.67,1105.63 2092.09,1105.59 2092.52,1105.55 2092.94,1105.51 2093.37,1105.47 2093.8,1105.43 \n",
       "  2094.22,1105.39 2094.65,1105.36 2095.07,1105.32 2095.5,1105.28 2095.92,1105.24 2096.35,1105.2 2096.78,1105.16 2097.2,1105.12 2097.63,1105.09 2098.05,1105.05 \n",
       "  2098.48,1105.01 2098.91,1104.97 2099.33,1104.93 2099.76,1104.89 2100.18,1104.85 2100.61,1104.81 2101.04,1104.78 2101.46,1104.74 2101.89,1104.7 2102.31,1104.66 \n",
       "  2102.74,1104.62 2103.17,1104.58 2103.59,1104.54 2104.02,1104.51 2104.44,1104.47 2104.87,1104.43 2105.3,1104.39 2105.72,1104.35 2106.15,1104.31 2106.57,1104.27 \n",
       "  2107,1104.24 2107.42,1104.2 2107.85,1104.16 2108.28,1104.12 2108.7,1104.08 2109.13,1104.04 2109.55,1104.01 2109.98,1103.97 2110.41,1103.93 2110.83,1103.89 \n",
       "  2111.26,1103.85 2111.68,1103.81 2112.11,1103.77 2112.54,1103.74 2112.96,1103.7 2113.39,1103.66 2113.81,1103.62 2114.24,1103.58 2114.67,1103.54 2115.09,1103.5 \n",
       "  2115.52,1103.47 2115.94,1103.43 2116.37,1103.39 2116.8,1103.35 2117.22,1103.31 2117.65,1103.27 2118.07,1103.24 2118.5,1103.2 2118.92,1103.16 2119.35,1103.12 \n",
       "  2119.78,1103.08 2120.2,1103.04 2120.63,1103.01 2121.05,1102.97 2121.48,1102.93 2121.91,1102.89 2122.33,1102.85 2122.76,1102.81 2123.18,1102.77 2123.61,1102.74 \n",
       "  2124.04,1102.7 2124.46,1102.66 2124.89,1102.62 2125.31,1102.58 2125.74,1102.54 2126.17,1102.51 2126.59,1102.47 2127.02,1102.43 2127.44,1102.39 2127.87,1102.35 \n",
       "  2128.29,1102.31 2128.72,1102.28 2129.15,1102.24 2129.57,1102.2 2130,1102.16 2130.42,1102.12 2130.85,1102.08 2131.28,1102.05 2131.7,1102.01 2132.13,1101.97 \n",
       "  2132.55,1101.93 2132.98,1101.89 2133.41,1101.85 2133.83,1101.82 2134.26,1101.78 2134.68,1101.74 2135.11,1101.7 2135.54,1101.66 2135.96,1101.63 2136.39,1101.59 \n",
       "  2136.81,1101.55 2137.24,1101.51 2137.67,1101.47 2138.09,1101.43 2138.52,1101.4 2138.94,1101.36 2139.37,1101.32 2139.79,1101.28 2140.22,1101.24 2140.65,1101.2 \n",
       "  2141.07,1101.17 2141.5,1101.13 2141.92,1101.09 2142.35,1101.05 2142.78,1101.01 2143.2,1100.98 2143.63,1100.94 2144.05,1100.9 2144.48,1100.86 2144.91,1100.82 \n",
       "  2145.33,1100.78 2145.76,1100.75 2146.18,1100.71 2146.61,1100.67 2147.04,1100.63 2147.46,1100.59 2147.89,1100.56 2148.31,1100.52 2148.74,1100.48 2149.17,1100.44 \n",
       "  2149.59,1100.4 2150.02,1100.37 2150.44,1100.33 2150.87,1100.29 2151.29,1100.25 2151.72,1100.21 2152.15,1100.17 2152.57,1100.14 2153,1100.1 2153.42,1100.06 \n",
       "  2153.85,1100.02 2154.28,1099.98 2154.7,1099.95 2155.13,1099.91 2155.55,1099.87 2155.98,1099.83 2156.41,1099.79 2156.83,1099.76 2157.26,1099.72 2157.68,1099.68 \n",
       "  2158.11,1099.64 2158.54,1099.6 2158.96,1099.57 2159.39,1099.53 2159.81,1099.49 2160.24,1099.45 2160.67,1099.41 2161.09,1099.38 2161.52,1099.34 2161.94,1099.3 \n",
       "  2162.37,1099.26 2162.79,1099.22 2163.22,1099.19 2163.65,1099.15 2164.07,1099.11 2164.5,1099.07 2164.92,1099.03 2165.35,1099 2165.78,1098.96 2166.2,1098.92 \n",
       "  2166.63,1098.88 2167.05,1098.84 2167.48,1098.81 2167.91,1098.77 2168.33,1098.73 2168.76,1098.69 2169.18,1098.65 2169.61,1098.62 2170.04,1098.58 2170.46,1098.54 \n",
       "  2170.89,1098.5 2171.31,1098.46 2171.74,1098.43 2172.16,1098.39 2172.59,1098.35 2173.02,1098.31 2173.44,1098.27 2173.87,1098.24 2174.29,1098.2 2174.72,1098.16 \n",
       "  2175.15,1098.12 2175.57,1098.09 2176,1098.05 2176.42,1098.01 2176.85,1097.97 2177.28,1097.93 2177.7,1097.9 2178.13,1097.86 2178.55,1097.82 2178.98,1097.78 \n",
       "  2179.41,1097.74 2179.83,1097.71 2180.26,1097.67 2180.68,1097.63 2181.11,1097.59 2181.54,1097.56 2181.96,1097.52 2182.39,1097.48 2182.81,1097.44 2183.24,1097.4 \n",
       "  2183.66,1097.37 2184.09,1097.33 2184.52,1097.29 2184.94,1097.25 2185.37,1097.22 2185.79,1097.18 2186.22,1097.14 2186.65,1097.1 2187.07,1097.06 2187.5,1097.03 \n",
       "  2187.92,1096.99 2188.35,1096.95 2188.78,1096.91 2189.2,1096.88 2189.63,1096.84 2190.05,1096.8 2190.48,1096.76 2190.91,1096.72 2191.33,1096.69 2191.76,1096.65 \n",
       "  2192.18,1096.61 2192.61,1096.57 2193.04,1096.54 2193.46,1096.5 2193.89,1096.46 2194.31,1096.42 2194.74,1096.39 2195.16,1096.35 2195.59,1096.31 2196.02,1096.27 \n",
       "  2196.44,1096.23 2196.87,1096.2 2197.29,1096.16 2197.72,1096.12 2198.15,1096.08 2198.57,1096.05 2199,1096.01 2199.42,1095.97 2199.85,1095.93 2200.28,1095.9 \n",
       "  2200.7,1095.86 2201.13,1095.82 2201.55,1095.78 2201.98,1095.75 2202.41,1095.71 2202.83,1095.67 2203.26,1095.63 2203.68,1095.6 2204.11,1095.56 2204.54,1095.52 \n",
       "  2204.96,1095.48 2205.39,1095.44 2205.81,1095.41 2206.24,1095.37 2206.66,1095.33 2207.09,1095.29 2207.52,1095.26 2207.94,1095.22 2208.37,1095.18 2208.79,1095.14 \n",
       "  2209.22,1095.11 2209.65,1095.07 2210.07,1095.03 2210.5,1094.99 2210.92,1094.96 2211.35,1094.92 2211.78,1094.88 2212.2,1094.84 2212.63,1094.81 2213.05,1094.77 \n",
       "  2213.48,1094.73 2213.91,1094.69 2214.33,1094.66 2214.76,1094.62 2215.18,1094.58 2215.61,1094.54 2216.03,1094.51 2216.46,1094.47 2216.89,1094.43 2217.31,1094.39 \n",
       "  2217.74,1094.36 2218.16,1094.32 2218.59,1094.28 2219.02,1094.24 2219.44,1094.21 2219.87,1094.17 2220.29,1094.13 2220.72,1094.09 2221.15,1094.06 2221.57,1094.02 \n",
       "  2222,1093.98 2222.42,1093.94 2222.85,1093.91 2223.28,1093.87 2223.7,1093.83 2224.13,1093.79 2224.55,1093.76 2224.98,1093.72 2225.41,1093.68 2225.83,1093.65 \n",
       "  2226.26,1093.61 2226.68,1093.57 2227.11,1093.53 2227.53,1093.5 2227.96,1093.46 2228.39,1093.42 2228.81,1093.38 2229.24,1093.35 2229.66,1093.31 2230.09,1093.27 \n",
       "  2230.52,1093.23 2230.94,1093.2 2231.37,1093.16 2231.79,1093.12 2232.22,1093.08 2232.65,1093.05 2233.07,1093.01 2233.5,1092.97 2233.92,1092.94 2234.35,1092.9 \n",
       "  2234.78,1092.86 2235.2,1092.82 2235.63,1092.79 2236.05,1092.75 2236.48,1092.71 2236.91,1092.67 2237.33,1092.64 2237.76,1092.6 2238.18,1092.56 2238.61,1092.53 \n",
       "  2239.03,1092.49 2239.46,1092.45 2239.89,1092.41 2240.31,1092.38 2240.74,1092.34 2241.16,1092.3 2241.59,1092.26 2242.02,1092.23 2242.44,1092.19 2242.87,1092.15 \n",
       "  2243.29,1092.12 2243.72,1092.08 2244.15,1092.04 2244.57,1092 2245,1091.97 2245.42,1091.93 2245.85,1091.89 2246.28,1091.85 2246.7,1091.82 2247.13,1091.78 \n",
       "  2247.55,1091.74 2247.98,1091.71 2248.41,1091.67 2248.83,1091.63 2249.26,1091.59 2249.68,1091.56 2250.11,1091.52 2250.53,1091.48 2250.96,1091.45 2251.39,1091.41 \n",
       "  2251.81,1091.37 2252.24,1091.33 2252.66,1091.3 2253.09,1091.26 2253.52,1091.22 2253.94,1091.19 2254.37,1091.15 2254.79,1091.11 2255.22,1091.07 2255.65,1091.04 \n",
       "  2256.07,1091 2256.5,1090.96 2256.92,1090.93 2257.35,1090.89 2257.78,1090.85 2258.2,1090.81 2258.63,1090.78 2259.05,1090.74 2259.48,1090.7 2259.9,1090.67 \n",
       "  2260.33,1090.63 2260.76,1090.59 2261.18,1090.55 2261.61,1090.52 2262.03,1090.48 2262.46,1090.44 2262.89,1090.41 2263.31,1090.37 2263.74,1090.33 2264.16,1090.3 \n",
       "  2264.59,1090.26 2265.02,1090.22 2265.44,1090.18 2265.87,1090.15 2266.29,1090.11 2266.72,1090.07 2267.15,1090.04 2267.57,1090 2268,1089.96 2268.42,1089.93 \n",
       "  2268.85,1089.89 2269.28,1089.85 2269.7,1089.81 2270.13,1089.78 2270.55,1089.74 2270.98,1089.7 2271.4,1089.67 2271.83,1089.63 2272.26,1089.59 2272.68,1089.56 \n",
       "  2273.11,1089.52 2273.53,1089.48 2273.96,1089.44 2274.39,1089.41 2274.81,1089.37 2275.24,1089.33 2275.66,1089.3 2276.09,1089.26 2276.52,1089.22 2276.94,1089.19 \n",
       "  2277.37,1089.15 2277.79,1089.11 2278.22,1089.08 2278.65,1089.04 2279.07,1089 2279.5,1088.96 2279.92,1088.93 2280.35,1088.89 2280.78,1088.85 2281.2,1088.82 \n",
       "  2281.63,1088.78 2282.05,1088.74 2282.48,1088.71 2282.9,1088.67 2283.33,1088.63 2283.76,1088.6 2284.18,1088.56 2284.61,1088.52 2285.03,1088.48 2285.46,1088.45 \n",
       "  2285.89,1088.41 2286.31,1088.37 2286.74,1088.34 2287.16,1088.3 2287.59,1088.26 2288.02,1088.23 2288.44,1088.19 2288.87,1088.15 2289.29,1088.12 2289.72,1088.08 \n",
       "  2290.15,1088.04 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip1600)\" points=\"\n",
       "1826.71,628.555 2280.76,628.555 2280.76,205.195 1826.71,205.195 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1826.71,628.555 2280.76,628.555 2280.76,205.195 1826.71,205.195 1826.71,628.555 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,265.675 1994.71,265.675 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 283.175)\" x=\"2018.71\" y=\"283.175\">Iteration 1</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,326.155 1994.71,326.155 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 343.655)\" x=\"2018.71\" y=\"343.655\">Iteration 2</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#3da44d; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,386.635 1994.71,386.635 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 404.135)\" x=\"2018.71\" y=\"404.135\">Iteration 3</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#c271d2; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,447.115 1994.71,447.115 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 464.615)\" x=\"2018.71\" y=\"464.615\">Iteration 4</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#ac8d18; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,507.595 1994.71,507.595 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 525.095)\" x=\"2018.71\" y=\"525.095\">Iteration 5</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1850.71,568.075 1994.71,568.075 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1600)\">\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, 2018.71, 585.575)\" x=\"2018.71\" y=\"585.575\">sqrt</text>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Warning first plots load packages, takes time\n",
    "i = 0:.01:49\n",
    "\n",
    "plot([x->Babylonian(x,N=i) for i=1:5],i,label=[\"Iteration $j\" for i=1:1,j=1:5])\n",
    "\n",
    "plot!(sqrt,i,c=\"black\",label=\"sqrt\",\n",
    "      title = \"Those Babylonians really knew how to sqrt\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ...and now the derivative, almost by magic"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Eight lines of Julia!  No mention of 1/2 over sqrt(x).\n",
    "D for \"dual number\", invented by the famous algebraist Clifford in 1873."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "struct D <: Number  # D is a function-derivative pair\n",
    "    f::Tuple{Float64,Float64}\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sum Rule: (x+y)' = x' + y' <br>\n",
    "Quotient Rule: (x/y)' = (yx'-xy') / y^2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "promote_rule (generic function with 159 methods)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import Base: +, /, convert, promote_rule\n",
    "+(x::D, y::D) = D(x.f .+ y.f)\n",
    "/(x::D, y::D) = D((x.f[1]/y.f[1], (y.f[1]*x.f[2] - x.f[1]*y.f[2])/y.f[1]^2))\n",
    "convert(::Type{D}, x::Real) = D((x,zero(x)))\n",
    "promote_rule(::Type{D}, ::Type{<:Number}) = D"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The same algorithm with no rewrite at all computes properly\n",
    "the derivative as the check shows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(D((7.0, 0.07142857142857142)), (7.0, 0.07142857142857142))"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x=49; Babylonian(D((x,1))), (√x,.5/√x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(D((1.7724538509055159, 0.28209479177387814)), (1.7724538509055159, 0.28209479177387814))"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x=π; Babylonian(D((x,1))), (√x,.5/√x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## It just works!\n",
    "\n",
    "How does it work?  We will explain in a moment.  Right now marvel that it does.  Note we did not\n",
    "import any autodiff package.  Everything is just basic vanilla Julia."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Symbolically\n",
    "\n",
    "We haven't yet explained how it works, but it may be of some value to understand that the below is mathematically\n",
    "equivalent, though not what the computation is doing.\n",
    "\n",
    "Notice in the below that Babylonian works on SymPy symbols.\n",
    "\n",
    "Note: Python and Julia are good friends.  It's not a competition!  Watch how nicely we can use the same code now with SymPy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "using SymPy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"Iterations as a function of x\""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x}{2} + \\frac{1}{2}\\end{equation*}"
      ],
      "text/plain": [
       "x   1\n",
       "─ + ─\n",
       "2   2"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x + \\frac{\\left(x + 1\\right)^{2}}{4}}{x + 1}\\end{equation*}"
      ],
      "text/plain": [
       "           2\n",
       "    (x + 1) \n",
       "x + ────────\n",
       "       4    \n",
       "────────────\n",
       "   x + 1    "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{4} + 28 x^{3} + 70 x^{2} + 28 x + 1}{8 \\left(x^{3} + 7 x^{2} + 7 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 4       3       2           \n",
       "x  + 28⋅x  + 70⋅x  + 28⋅x + 1\n",
       "─────────────────────────────\n",
       "     ⎛ 3      2          ⎞   \n",
       "   8⋅⎝x  + 7⋅x  + 7⋅x + 1⎠   "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{8} + 120 x^{7} + 1820 x^{6} + 8008 x^{5} + 12870 x^{4} + 8008 x^{3} + 1820 x^{2} + 120 x + 1}{16 \\left(x^{7} + 35 x^{6} + 273 x^{5} + 715 x^{4} + 715 x^{3} + 273 x^{2} + 35 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 8        7         6         5          4         3         2            \n",
       "x  + 120⋅x  + 1820⋅x  + 8008⋅x  + 12870⋅x  + 8008⋅x  + 1820⋅x  + 120⋅x + 1\n",
       "──────────────────────────────────────────────────────────────────────────\n",
       "         ⎛ 7       6        5        4        3        2           ⎞      \n",
       "      16⋅⎝x  + 35⋅x  + 273⋅x  + 715⋅x  + 715⋅x  + 273⋅x  + 35⋅x + 1⎠      "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{16} + 496 x^{15} + 35960 x^{14} + 906192 x^{13} + 10518300 x^{12} + 64512240 x^{11} + 225792840 x^{10} + 471435600 x^{9} + 601080390 x^{8} + 471435600 x^{7} + 225792840 x^{6} + 64512240 x^{5} + 10518300 x^{4} + 906192 x^{3} + 35960 x^{2} + 496 x + 1}{32 \\left(x^{15} + 155 x^{14} + 6293 x^{13} + 105183 x^{12} + 876525 x^{11} + 4032015 x^{10} + 10855425 x^{9} + 17678835 x^{8} + 17678835 x^{7} + 10855425 x^{6} + 4032015 x^{5} + 876525 x^{4} + 105183 x^{3} + 6293 x^{2} + 155 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 16        15          14           13             12             11          \n",
       "x   + 496⋅x   + 35960⋅x   + 906192⋅x   + 10518300⋅x   + 64512240⋅x   + 2257928\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "               ⎛ 15        14         13           12           11            \n",
       "            32⋅⎝x   + 155⋅x   + 6293⋅x   + 105183⋅x   + 876525⋅x   + 4032015⋅x\n",
       "\n",
       "    10              9              8              7              6            \n",
       "40⋅x   + 471435600⋅x  + 601080390⋅x  + 471435600⋅x  + 225792840⋅x  + 64512240⋅\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "10             9             8             7             6            5       \n",
       "   + 10855425⋅x  + 17678835⋅x  + 17678835⋅x  + 10855425⋅x  + 4032015⋅x  + 8765\n",
       "\n",
       " 5             4           3          2            \n",
       "x  + 10518300⋅x  + 906192⋅x  + 35960⋅x  + 496⋅x + 1\n",
       "───────────────────────────────────────────────────\n",
       "    4           3         2            ⎞           \n",
       "25⋅x  + 105183⋅x  + 6293⋅x  + 155⋅x + 1⎠           "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\"Derivatives as a function of x\""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{1}{2}\\end{equation*}"
      ],
      "text/plain": [
       "1/2"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{2} + 2 x + 5}{4 \\left(x^{2} + 2 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       "   2            \n",
       "  x  + 2⋅x + 5  \n",
       "────────────────\n",
       "  ⎛ 2          ⎞\n",
       "4⋅⎝x  + 2⋅x + 1⎠"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{6} + 14 x^{5} + 147 x^{4} + 340 x^{3} + 375 x^{2} + 126 x + 21}{8 \\left(x^{6} + 14 x^{5} + 63 x^{4} + 100 x^{3} + 63 x^{2} + 14 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 6       5        4        3        2             \n",
       "x  + 14⋅x  + 147⋅x  + 340⋅x  + 375⋅x  + 126⋅x + 21\n",
       "──────────────────────────────────────────────────\n",
       "  ⎛ 6       5       4        3       2           ⎞\n",
       "8⋅⎝x  + 14⋅x  + 63⋅x  + 100⋅x  + 63⋅x  + 14⋅x + 1⎠"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{14} + 70 x^{13} + 3199 x^{12} + 52364 x^{11} + 438945 x^{10} + 2014506 x^{9} + 5430215 x^{8} + 8836200 x^{7} + 8842635 x^{6} + 5425210 x^{5} + 2017509 x^{4} + 437580 x^{3} + 52819 x^{2} + 3094 x + 85}{16 \\left(x^{14} + 70 x^{13} + 1771 x^{12} + 20540 x^{11} + 126009 x^{10} + 440986 x^{9} + 920795 x^{8} + 1173960 x^{7} + 920795 x^{6} + 440986 x^{5} + 126009 x^{4} + 20540 x^{3} + 1771 x^{2} + 70 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 14       13         12          11           10            9            8    \n",
       "x   + 70⋅x   + 3199⋅x   + 52364⋅x   + 438945⋅x   + 2014506⋅x  + 5430215⋅x  + 8\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "      ⎛ 14       13         12          11           10           9           \n",
       "   16⋅⎝x   + 70⋅x   + 1771⋅x   + 20540⋅x   + 126009⋅x   + 440986⋅x  + 920795⋅x\n",
       "\n",
       "        7            6            5            4           3          2       \n",
       "836200⋅x  + 8842635⋅x  + 5425210⋅x  + 2017509⋅x  + 437580⋅x  + 52819⋅x  + 3094\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "8            7           6           5           4          3         2       \n",
       "  + 1173960⋅x  + 920795⋅x  + 440986⋅x  + 126009⋅x  + 20540⋅x  + 1771⋅x  + 70⋅x\n",
       "\n",
       "       \n",
       "⋅x + 85\n",
       "───────\n",
       "    ⎞  \n",
       " + 1⎠  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/latex": [
       "\\begin{equation*}\\frac{x^{30} + 310 x^{29} + 59799 x^{28} + 4851004 x^{27} + 215176549 x^{26} + 5809257090 x^{25} + 102632077611 x^{24} + 1246240871640 x^{23} + 10776333438765 x^{22} + 68124037776390 x^{21} + 321156247784955 x^{20} + 1146261110726340 x^{19} + 3133113888931089 x^{18} + 6614351291211874 x^{17} + 10850143060249839 x^{16} + 13883516068991952 x^{15} + 13883516369532147 x^{14} + 10850142795067314 x^{13} + 6614351497464949 x^{12} + 3133113747810564 x^{11} + 1146261195398655 x^{10} + 321156203432790 x^{9} + 68124057936465 x^{8} + 10776325550040 x^{7} + 1246243501215 x^{6} + 102631341330 x^{5} + 5809427001 x^{4} + 215145084 x^{3} + 4855499 x^{2} + 59334 x + 341}{32 \\left(x^{30} + 310 x^{29} + 36611 x^{28} + 2161196 x^{27} + 73961629 x^{26} + 1603620018 x^{25} + 23367042639 x^{24} + 238538538360 x^{23} + 1758637118685 x^{22} + 9579944198310 x^{21} + 39232152623175 x^{20} + 122387258419860 x^{19} + 293729420641881 x^{18} + 546274556891506 x^{17} + 791156255418003 x^{16} + 894836006026128 x^{15} + 791156255418003 x^{14} + 546274556891506 x^{13} + 293729420641881 x^{12} + 122387258419860 x^{11} + 39232152623175 x^{10} + 9579944198310 x^{9} + 1758637118685 x^{8} + 238538538360 x^{7} + 23367042639 x^{6} + 1603620018 x^{5} + 73961629 x^{4} + 2161196 x^{3} + 36611 x^{2} + 310 x + 1\\right)}\\end{equation*}"
      ],
      "text/plain": [
       " 30        29          28            27              26               25      \n",
       "x   + 310⋅x   + 59799⋅x   + 4851004⋅x   + 215176549⋅x   + 5809257090⋅x   + 102\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "                     ⎛ 30        29          28            27             26  \n",
       "                  32⋅⎝x   + 310⋅x   + 36611⋅x   + 2161196⋅x   + 73961629⋅x   +\n",
       "\n",
       "           24                  23                   22                   21   \n",
       "632077611⋅x   + 1246240871640⋅x   + 10776333438765⋅x   + 68124037776390⋅x   + \n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "             25                24                 23                  22      \n",
       " 1603620018⋅x   + 23367042639⋅x   + 238538538360⋅x   + 1758637118685⋅x   + 957\n",
       "\n",
       "                 20                     19                     18             \n",
       "321156247784955⋅x   + 1146261110726340⋅x   + 3133113888931089⋅x   + 6614351291\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "            21                   20                    19                    1\n",
       "9944198310⋅x   + 39232152623175⋅x   + 122387258419860⋅x   + 293729420641881⋅x \n",
       "\n",
       "        17                      16                      15                    \n",
       "211874⋅x   + 10850143060249839⋅x   + 13883516068991952⋅x   + 13883516369532147\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "8                    17                    16                    15           \n",
       "  + 546274556891506⋅x   + 791156255418003⋅x   + 894836006026128⋅x   + 79115625\n",
       "\n",
       "  14                      13                     12                     11    \n",
       "⋅x   + 10850142795067314⋅x   + 6614351497464949⋅x   + 3133113747810564⋅x   + 1\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "         14                    13                    12                    11 \n",
       "5418003⋅x   + 546274556891506⋅x   + 293729420641881⋅x   + 122387258419860⋅x   \n",
       "\n",
       "                 10                    9                   8                  \n",
       "146261195398655⋅x   + 321156203432790⋅x  + 68124057936465⋅x  + 10776325550040⋅\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "                  10                  9                  8                 7  \n",
       "+ 39232152623175⋅x   + 9579944198310⋅x  + 1758637118685⋅x  + 238538538360⋅x  +\n",
       "\n",
       " 7                  6                 5               4              3        \n",
       "x  + 1246243501215⋅x  + 102631341330⋅x  + 5809427001⋅x  + 215145084⋅x  + 48554\n",
       "──────────────────────────────────────────────────────────────────────────────\n",
       "              6               5             4            3          2         \n",
       " 23367042639⋅x  + 1603620018⋅x  + 73961629⋅x  + 2161196⋅x  + 36611⋅x  + 310⋅x \n",
       "\n",
       "    2                \n",
       "99⋅x  + 59334⋅x + 341\n",
       "─────────────────────\n",
       "   ⎞                 \n",
       "+ 1⎠                 "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = symbols(\"x\")\n",
    "display(\"Iterations as a function of x\")\n",
    "for k = 1:5\n",
    " display( simplify(Babylonian(x,N=k)))\n",
    "end\n",
    "\n",
    "display(\"Derivatives as a function of x\")\n",
    "for k = 1:5\n",
    " display(simplify(diff(simplify(Babylonian(x,N=k)),x)))\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The code is computing answers mathematically equivalent to the functions above, but not symbolically, numerically."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How autodiff is getting the answer\n",
    "Let us by hand take the \"derivative\" of the Babylonian iteration with respect to x. Specifically t′=dt/dx.  This is the old fashioned way of a human rewriting code."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dBabylonian (generic function with 1 method)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function dBabylonian(x; N = 10) \n",
    "    t = (1+x)/2\n",
    "    t′ = 1/2\n",
    "    for i = 1:N;  \n",
    "        t = (t+x/t)/2; \n",
    "        t′= (t′+(t-x*t′)/t^2)/2; \n",
    "    end    \n",
    "    t′\n",
    "\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "See this rewritten code gets the right answer.  So the trick is for the computer system to do it for you, and without any loss of speed or convenience."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.2820947917738782, 0.28209479177387814)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = π; dBabylonian(x), .5/√x"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What just happened?  Answer: We created an iteration by hand for t′ given our iteration for t. Then we ran the iteration alongside the iteration for t."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "ename": "MethodError",
     "evalue": "MethodError: no method matching D(::Irrational{:π}, ::Int64)\nClosest candidates are:\n  D(::Any) at In[7]:2",
     "output_type": "error",
     "traceback": [
      "MethodError: no method matching D(::Irrational{:π}, ::Int64)\nClosest candidates are:\n  D(::Any) at In[7]:2",
      "",
      "Stacktrace:",
      " [1] top-level scope at In[15]:1"
     ]
    }
   ],
   "source": [
    "Babylonian(D(x,1))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "How did this work?  It created the same derivative iteration that we did by hand, using very general rules that are set once and need not be written by hand."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Important:: The derivative is substituted before the JIT compiler, and thus efficient compiled code is executed."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dual Number Notation\n",
    "\n",
    "Instead of D(a,b) we can write a + b ϵ, where ϵ satisfies ϵ^2=0.  (Some people like to recall imaginary numbers where an i is introduced with i^2=-1.) \n",
    "\n",
    "Others like to think of how engineers just drop the O(ϵ^2) terms.\n",
    "\n",
    "The four rules are\n",
    "\n",
    "$ (a+b\\epsilon) \\pm (c+d\\epsilon) = (a+c) \\pm (b+d)\\epsilon$\n",
    "\n",
    "$ (a+b\\epsilon) * (c+d\\epsilon) = (ac) + (bc+ad)\\epsilon$\n",
    "\n",
    "$ (a+b\\epsilon) / (c+d\\epsilon) = (a/c) + (bc-ad)/d^2 \\epsilon $"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "Base.show(io::IO,x::D) = print(io,x.f[1],\" + \",x.f[2],\" ϵ\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "* (generic function with 394 methods)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Add the last two rules\n",
    "import Base: -,*\n",
    "-(x::D, y::D) = D(x.f .- y.f)\n",
    "*(x::D, y::D) = D((x.f[1]*y.f[1], (x.f[2]*y.f[1] + x.f[1]*y.f[2])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0 + 0.0 ϵ"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D((1,0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0 + 0.0 ϵ"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D((0,1))^2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4.0 + 4.0 ϵ"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D((2,1)) ^2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0 + 1.0 ϵ"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "const ϵ = D((0,1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0 + 0.0 ϵ"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ϵ * ϵ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0 + 0.0 ϵ"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ϵ^2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0 + -1.0 ϵ"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1/(1+ϵ)  # Exact power series:  1-ϵ+ϵ²-ϵ³-..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0 + 5.0 ϵ"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(1+ϵ)^5 ## Note this just works (we didn't train powers)!!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generalization to arbitrary roots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "nthroot (generic function with 2 methods)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function nthroot(x, n=2; t=1, N = 10) \n",
    "    for i = 1:N;   t += (x/t^(n-1)-t)/n; end   \n",
    "    t\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1.2599210498948732, 1.2599210498948732)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nthroot(2,3), ∛2 # take a cube root"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.2599210498948732 + 0.20998684164914552 ϵ"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nthroot(2+ϵ,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1.1760474285795146, 1.1760474285795146)"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nthroot(7,12), 7^(1/12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1.2599210498948732 + 0.20998684164914552 ϵ, 1.2599210498948732, 0.20998684164914552)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = 2.0\n",
    "nthroot( x+ϵ,3), ∛x, 1/x^(2/3)/3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Forward Diff\n",
    "Now that you understand it, you can use the official package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "using ForwardDiff"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.35355339059327373"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ForwardDiff.derivative(sqrt, 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.35355339059327373"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ForwardDiff.derivative(Babylonian, 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "derivative<i>{F, R<:Real}</i>(f::<b>F</b>, x::<b>R</b>) in ForwardDiff at <a href=\"file:///home/vchuravy/.julia/packages/ForwardDiff/N0wMF/src/derivative.jl\" target=\"_blank\">/home/vchuravy/.julia/packages/ForwardDiff/N0wMF/src/derivative.jl:13</a>"
      ],
      "text/plain": [
       "derivative(f::F, x::R) where {F, R<:Real} in ForwardDiff at /home/vchuravy/.julia/packages/ForwardDiff/N0wMF/src/derivative.jl:13"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "@which ForwardDiff.derivative(sqrt, 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Close Look at Convergence with big floats\n",
    "the -log10 gives the number of correct digits.  Watch the quadratic convergence right before your eyes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10-element Array{Float64,1}:\n",
       "   -1.067\n",
       "   -2.61 \n",
       "   -5.673\n",
       "  -11.797\n",
       "  -24.046\n",
       "  -48.544\n",
       "  -97.539\n",
       " -195.53 \n",
       " -391.511\n",
       " -783.473"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "setprecision(3000)\n",
    "round.(Float64.(log10.([Babylonian(BigFloat(2),N=k) for k=1:10] .- √BigFloat(2))), digits=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "struct D1{T} <: Number  # D is a function-derivative pair\n",
    "    f::Tuple{T,T}\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "D1{BigFloat}((2.0, 1.0))"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "z = D((2.0,1.0))\n",
    "z1 = D1((BigFloat(2.0),BigFloat(1.0)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "promote_rule (generic function with 172 methods)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import Base: +, /, convert, promote_rule\n",
    "+(x::D1, y::D1) = D1(x.f .+ y.f)\n",
    "/(x::D1, y::D1) = D1((x.f[1]/y.f[1], (y.f[1]*x.f[2] - x.f[1]*y.f[2])/y.f[1]^2))\n",
    "convert(::Type{D1{T}}, x::Real) where {T} = D1((convert(T, x), zero(T)))\n",
    "promote_rule(::Type{D1{T}}, ::Type{S}) where {T,S<:Number} = D1{promote_type(T,S)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3×3 Array{Float64,2}:\n",
       " 1.37045   -0.643011   0.724133\n",
       " 0.703602   2.38024   -0.710846\n",
       " 1.80605   -0.183849  -0.183281"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "A = randn(3,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3-element Array{Float64,1}:\n",
       " -0.21100379585385595\n",
       " -1.3193622612868683 \n",
       "  0.07359791104176393"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = randn(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3-element Array{Float64,1}:\n",
       " -0.47206412148676  \n",
       " -6.359440684883736 \n",
       "  0.6195697137928886"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ForwardDiff.gradient(x->x'A*x,x)"
   ]
  }
 ],
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