composition.ipynb

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    "using Catlab, Catlab.CategoricalAlgebra, Catlab.Programs, Catlab.WiringDiagrams, Catlab.Graphics\n",
    "using AlgebraicPetri\n",
    "using AlgebraicDynamics.UWDDynam\n",
    "using LabelledArrays\n",
    "using OrdinaryDiffEq, DelayDiffEq\n",
    "using Plots"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "# Compositional methods of model specification\n",
    "\n",
    "This notebook develops compositional models in the style of structured multicospans and undirected wiring diagrams. It reproduces the examples in Section 2 of *An Algebraic Framework for Structured Epidemic Modeling*."
   ]
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    "## Structured Multicospans of Petri nets\n",
    "In this section we specify a SVIIvR disease model as the composition of three submodels:\n",
    "- An SIR model for unvaccinated individuals.\n",
    "- An SIR model for vaccinated individuals (which we call the VIvR model).\n",
    "- A cross-exposure model which dictates the interactions between unvaccinated and vaccinated individuals.\n",
    "\n",
    "This construction follows the figure:\n",
    "\n",
    "<img width = 80% src=\"img/sviivr.png\">"
   ]
  },
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    "First we specify the composition pattern which dictates the interactions between the three submodels.\n",
    "In particular the SIR and VIvR models share the recovered population (R), the SIR and cross-exposure models share the susceptible and infected unvaccinated populations (S, I), and the VIvR and cross-exposure models share the susceptible and infected vaccinated populations (V, Iv)."
   ]
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    "SVIIvR_composition_pattern = @relation (S, V, I, Iv, R) where (S, V, I, Iv, R) begin\n",
    "  SIR(S, I, R)\n",
    "  VIvR(V, Iv, R)\n",
    "  cross_exposure(S, I, V, Iv)\n",
    "end\n",
    "\n",
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    "Next we define the Petri nets for the component submodels."
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       "<!-- t1&#45;&gt;s2 -->\n",
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       "<title>t1&#45;&gt;s2</title>\n",
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       "</g>\n",
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       "</svg>\n"
      ],
      "text/plain": [
       "Graph(\"G\", true, \"dot\", Catlab.Graphics.Graphviz.Statement[Catlab.Graphics.Graphviz.Node(\"s1\", OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:label => \"S\", :shape => \"circle\", :color => \"#6C9AC3\", :pos => \"\")), Catlab.Graphics.Graphviz.Node(\"s2\", OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:label => \"I\", :shape => \"circle\", :color => \"#6C9AC3\", :pos => \"\")), Catlab.Graphics.Graphviz.Node(\"s3\", OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:label => \"R\", :shape => \"circle\", :color => \"#6C9AC3\", :pos => \"\")), Catlab.Graphics.Graphviz.Node(\"t1\", OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:label => \"inf_uu\", :shape => \"square\", :color => \"#E28F41\", :pos => \"\")), Catlab.Graphics.Graphviz.Node(\"t2\", OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:label => \"rec_u\", :shape => \"square\", :color => \"#E28F41\", :pos => \"\")), Catlab.Graphics.Graphviz.Edge(Catlab.Graphics.Graphviz.NodeID[Catlab.Graphics.Graphviz.NodeID(\"t1\", \"\", \"\"), Catlab.Graphics.Graphviz.NodeID(\"s2\", \"\", \"\")], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:labelfontsize => \"6\", :label => \"2\")), Catlab.Graphics.Graphviz.Edge(Catlab.Graphics.Graphviz.NodeID[Catlab.Graphics.Graphviz.NodeID(\"t2\", \"\", \"\"), Catlab.Graphics.Graphviz.NodeID(\"s3\", \"\", \"\")], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:labelfontsize => \"6\", :label => \"1\")), Catlab.Graphics.Graphviz.Edge(Catlab.Graphics.Graphviz.NodeID[Catlab.Graphics.Graphviz.NodeID(\"s2\", \"\", \"\"), Catlab.Graphics.Graphviz.NodeID(\"t1\", \"\", \"\")], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:labelfontsize => \"6\", :label => \"1\")), Catlab.Graphics.Graphviz.Edge(Catlab.Graphics.Graphviz.NodeID[Catlab.Graphics.Graphviz.NodeID(\"s1\", \"\", \"\"), Catlab.Graphics.Graphviz.NodeID(\"t1\", \"\", \"\")], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:labelfontsize => \"6\", :label => \"1\")), Catlab.Graphics.Graphviz.Edge(Catlab.Graphics.Graphviz.NodeID[Catlab.Graphics.Graphviz.NodeID(\"s2\", \"\", \"\"), Catlab.Graphics.Graphviz.NodeID(\"t2\", \"\", \"\")], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:labelfontsize => \"6\", :label => \"1\"))], OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:rankdir => \"LR\"), OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:shape => \"plain\", :style => \"filled\", :color => \"white\"), OrderedCollections.OrderedDict{Symbol, Union{String, Catlab.Graphics.Graphviz.Html}}(:splines => \"splines\"))"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SIR = Open(LabelledPetriNet([:S, :I, :R],\n",
    "  :inf_uu => ((:S, :I) => (:I, :I)),\n",
    "  :rec_u => (:I => :R)\n",
    "))\n",
    "\n",
    "Graph(SIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
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      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "VIvR = Open(LabelledPetriNet([:V, :Iv, :R],\n",
    "  :inf_vv => ((:V, :Iv) => (:Iv, :Iv)),\n",
    "  :rec_v => (:Iv => :R)\n",
    "))\n",
    "\n",
    "Graph(VIvR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
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     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cross_exposure = Open(LabelledPetriNet([:S, :I, :V, :Iv],\n",
    "  :inf_uv => ((:S, :Iv) => (:I, :Iv)),\n",
    "  :inf_vu => ((:V, :I) => (:Iv, :I)),\n",
    "  :vax => (:S => :V)\n",
    "))\n",
    "\n",
    "Graph(cross_exposure)"
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  {
   "cell_type": "markdown",
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   "source": [
    "Finally, we compose the component submodels according to the interaction pattern defined by\n",
    "`SVIIvR_composition_pattern` using the `oapply` method. The result is the SVIIvR model of disease\n",
    "dynamics which accounts for vaccination."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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     "execution_count": 7,
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     "output_type": "execute_result"
    }
   ],
   "source": [
    "SVIIvR = oapply(SVIIvR_composition_pattern, Dict(\n",
    "  :SIR => SIR,\n",
    "  :VIvR => VIvR,\n",
    "  :cross_exposure => cross_exposure\n",
    ")) |> apex\n",
    "\n",
    "Graph(SVIIvR)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We additionally calibrate the parameters of this model with Catalyst.jl in the following: [https://github.com/AlgebraicJulia/Structured-Epidemic-Modeling/tree/main/param_est](https://github.com/AlgebraicJulia/Structured-Epidemic-Modeling/tree/main/param_est)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Composite disease model for vector borne diseases\n",
    "In this section, we demonstrate composition of general differential equation models for vector-borne diseases.\n",
    "This composite has three components: disease dynamics in the host population, disease dynamics in the vector population, and the bloodmeal.\n",
    "\n",
    "As in the previous example, we begin by specifying the composition pattern which specifies the interaction between the three components.\n",
    "In particular, the host dynamics and the bloodmeal share the infected host population (Ih), while the vector dynamics and the bloodmeal share the infected vector\n",
    "population (Iv). We visualize this composition pattern below.\n",
    "Notice that the disease dynamics in hosts and the disease dynamics in vectors only relate through the bloodmeal.\n",
    "\n",
    "<img width = 80% src=\"img/malaria0.png\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
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     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bloodmeal_composition_pattern = @relation (Ih, Iv) where (Ih, Iv) begin\n",
    "  host(Ih)\n",
    "  bloodmeal(Ih, Iv)\n",
    "  vector(Iv)\n",
    "end\n",
    "\n",
    "to_graphviz(bloodmeal_composition_pattern,  box_labels = :name, junction_labels = :variable)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we define the component models as ODEs. For each of the disease dynamics in hosts and vectors we specify a single\n",
    "model which represents the recovery of infected individuals at rates $r$ and $g$ respsectively."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "host_dynamics = ContinuousResourceSharer{Float64}(1, 1, (u,p,t) -> -p.r*u, [1]);\n",
    "vector_dynamics = ContinuousResourceSharer{Float64}(1, 1, (u,p,t) -> -p.g*u, [1]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For the bloodmeal, we define three model choices for this component. The first bloodmeal model is the law of mass action applied to the Petri net in (b) below. (c) gives the ODE interpretation of the Petri net. \n",
    "\n",
    "<img width = 80% src=\"img/malaria1.png\">\n",
    "<img width = 80% src=\"img/malaria2.png\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " This model is given by the ODE $$\\dot{I}_H = \\lambda_H I_V, \\quad \\dot{I}_V = \\lambda_V I_H.$$ So the density of infected hosts grows at a rate $\\lambda_H$ proportional to the\n",
    "density of infected vectors. Likewise, the density of infected vectors grows at a rate $\\lambda_V$ proportional to the density of infected hosts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "bloodmeal_mass_action = ContinuousResourceSharer{Float64}(2, 2, (u,p,t) -> [p.λₕ*u[2], p.λₕ*u[1]], [1,2]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The second bloodmeal model is a Ross-Macdonald model given by the ODE $$\\dot{I}_H = \\frac{1}{H}ab I_V (H - I_H), \\quad \\dot{I}_V = ac \\frac{I_H}{H}(V - I_V)$$ where $a$ is the biting rate, $b$ is the transmission efficiency from infectious vectors to susceptible\n",
    "hosts, $c$ is the transmission efficiency from infectious hosts to susceptible vectors, $H$ is the total host population, and $V$ is the total vector population.\n",
    "\n",
    "\n",
    "<img width = 80% src=\"img/malaria3.png\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "function dudt(u,p,t) \n",
    "  Ih, Iv = u\n",
    "  return [(p.a*p.b/p.H)*Iv*(p.H - Ih), (p.a*p.c)*(Ih/p.H)*(p.V - Iv)]\n",
    "end\n",
    "bloodmeal_RossMacdonald = ContinuousResourceSharer{Float64}(2, 2, dudt, [1,2]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the third bloodmeal model, we extend the Ross-Macdonald model above by using delay differential equations to represent the incubation period for the disease in the mosquito population.\n",
    "\n",
    "<img width = 80% src=\"img/malaria4.png\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "function dudt_delay(u,h,p,t)\n",
    "  Ih, Iv = u\n",
    "  Ih_delay, Iv_delay = h(p, t - p.n)\n",
    "  return [(p.a*p.b/p.H)*Iv*(p.H - Ih), (p.a*p.c)*(Ih_delay/p.H)*(p.V - Iv_delay)]\n",
    "end\n",
    "\n",
    "bloodmeal_delay = DelayResourceSharer{Float64}(2, 2, dudt_delay, [1,2]);\n",
    "\n",
    "host_delay   = DelayResourceSharer{Float64}(1, 1, (u,h,p,t) -> -p.r*u, [1]);\n",
    "vector_delay = DelayResourceSharer{Float64}(1, 1, (u,h,p,t) -> -p.g*u, [1]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lastly, we compose the component models according to the composition pattern `bloodmeal_composition_pattern` to specify three composite models for vector-borne disease dynamics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "malaria_mass_action = oapply(bloodmeal_composition_pattern, Dict(\n",
    "  :host => host_dynamics,\n",
    "  :vector => vector_dynamics,\n",
    "  :bloodmeal => bloodmeal_mass_action\n",
    "));\n",
    "\n",
    "malaria_RossMacdonald = oapply(bloodmeal_composition_pattern, Dict(\n",
    "  :host => host_dynamics,\n",
    "  :vector => vector_dynamics,\n",
    "  :bloodmeal => bloodmeal_RossMacdonald\n",
    "));\n",
    "\n",
    "malaria_delay = oapply(bloodmeal_composition_pattern, Dict(\n",
    "  :host => host_delay, \n",
    "  :vector => vector_delay, \n",
    "  :bloodmeal => bloodmeal_delay\n",
    "));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To illustrate the effect of substituting different choices for the bloodmeal component model, we solve and plot solutions for the composite models."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "params = LVector(a = 0.3, b = 0.55, c = 0.15,\n",
    "    g = 0.1, r = 1.0/200, V = 1000.0, H = 2000.0,\n",
    "    n = 10.0,\n",
    "    λₕ = 0., λᵥ = 0.)\n",
    "params[:λₕ] = params.a * params.b / params.H\n",
    "params[:λᵥ] = params.a * params.c / params.H\n",
    "\n",
    "u0 = [10.0, 100.0]\n",
    "tspan = (0., 365.);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
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       "  975.261,1321.16 977.383,1321.28 979.505,1321.39 981.628,1321.51 983.75,1321.63 985.873,1321.75 987.995,1321.87 990.118,1321.99 992.24,1322.1 994.363,1322.22 \n",
       "  996.485,1322.34 998.608,1322.46 1000.73,1322.57 1002.85,1322.69 1004.98,1322.8 1007.1,1322.92 1009.22,1323.04 1011.34,1323.15 1013.47,1323.27 1015.59,1323.38 \n",
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       "  1081.38,1326.85 1083.51,1326.96 1085.63,1327.07 1087.75,1327.18 1089.87,1327.29 1092,1327.39 1094.12,1327.5 1096.24,1327.61 1098.36,1327.72 1100.49,1327.82 \n",
       "  1102.61,1327.93 1104.73,1328.04 1106.85,1328.14 1108.98,1328.25 1111.1,1328.36 1113.22,1328.46 1115.34,1328.57 1117.47,1328.67 1119.59,1328.78 1121.71,1328.89 \n",
       "  1123.83,1328.99 1125.96,1329.09 1128.08,1329.2 1130.2,1329.3 1132.32,1329.41 1134.45,1329.51 1136.57,1329.62 1138.69,1329.72 1140.81,1329.82 1142.94,1329.93 \n",
       "  1145.06,1330.03 1147.18,1330.13 1149.3,1330.24 1151.43,1330.34 1153.55,1330.44 1155.67,1330.54 1157.79,1330.64 1159.92,1330.75 1162.04,1330.85 1164.16,1330.95 \n",
       "  1166.28,1331.05 1168.41,1331.15 1170.53,1331.25 1172.65,1331.35 1174.77,1331.45 1176.9,1331.55 1179.02,1331.65 1181.14,1331.75 1183.26,1331.85 1185.39,1331.95 \n",
       "  1187.51,1332.05 1189.63,1332.15 1191.75,1332.25 1193.88,1332.35 1196,1332.45 1198.12,1332.55 1200.24,1332.64 1202.37,1332.74 1204.49,1332.84 1206.61,1332.94 \n",
       "  1208.73,1333.04 1210.86,1333.13 1212.98,1333.23 1215.1,1333.33 1217.22,1333.42 1219.35,1333.52 1221.47,1333.62 1223.59,1333.71 1225.71,1333.81 1227.84,1333.91 \n",
       "  1229.96,1334 1232.08,1334.1 1234.2,1334.19 1236.33,1334.29 1238.45,1334.38 1240.57,1334.48 1242.69,1334.57 1244.82,1334.67 1246.94,1334.76 1249.06,1334.86 \n",
       "  1251.18,1334.95 1253.31,1335.05 1255.43,1335.14 1257.55,1335.23 1259.67,1335.33 1261.8,1335.42 1263.92,1335.51 1266.04,1335.61 1268.16,1335.7 1270.29,1335.79 \n",
       "  1272.41,1335.88 1274.53,1335.98 1276.65,1336.07 1278.78,1336.16 1280.9,1336.25 1283.02,1336.34 1285.14,1336.43 1287.27,1336.52 1289.39,1336.62 1291.51,1336.71 \n",
       "  1293.63,1336.8 1295.76,1336.89 1297.88,1336.98 1300,1337.07 1302.12,1337.16 1304.25,1337.25 1306.37,1337.34 1308.49,1337.43 1310.61,1337.52 1312.74,1337.61 \n",
       "  1314.86,1337.7 1316.98,1337.78 1319.1,1337.87 1321.23,1337.96 1323.35,1338.05 1325.47,1338.14 1327.59,1338.23 1329.72,1338.31 1331.84,1338.4 1333.96,1338.49 \n",
       "  1336.08,1338.58 1338.21,1338.66 1340.33,1338.75 1342.45,1338.84 1344.57,1338.93 1346.7,1339.01 1348.82,1339.1 1350.94,1339.19 1353.06,1339.27 1355.19,1339.36 \n",
       "  1357.31,1339.44 1359.43,1339.53 1361.55,1339.61 1363.68,1339.7 1365.8,1339.79 1367.92,1339.87 1370.04,1339.96 1372.17,1340.04 1374.29,1340.13 1376.41,1340.21 \n",
       "  1378.53,1340.29 1380.66,1340.38 1382.78,1340.46 1384.9,1340.55 1387.02,1340.63 1389.15,1340.71 1391.27,1340.8 1393.39,1340.88 1395.51,1340.96 1397.64,1341.05 \n",
       "  1399.76,1341.13 1401.88,1341.21 1404,1341.29 1406.13,1341.38 1408.25,1341.46 1410.37,1341.54 1412.49,1341.62 1414.62,1341.7 1416.74,1341.79 1418.86,1341.87 \n",
       "  1420.98,1341.95 1423.11,1342.03 1425.23,1342.11 1427.35,1342.19 1429.47,1342.27 1431.6,1342.35 1433.72,1342.43 1435.84,1342.51 1437.96,1342.59 1440.09,1342.67 \n",
       "  1442.21,1342.75 1444.33,1342.83 1446.45,1342.91 1448.58,1342.99 1450.7,1343.07 1452.82,1343.15 1454.94,1343.23 1457.07,1343.31 1459.19,1343.39 1461.31,1343.47 \n",
       "  1463.43,1343.54 1465.56,1343.62 1467.68,1343.7 1469.8,1343.78 1471.92,1343.86 1474.05,1343.93 1476.17,1344.01 1478.29,1344.09 1480.41,1344.17 1482.54,1344.24 \n",
       "  1484.66,1344.32 1486.78,1344.4 1488.9,1344.47 1491.03,1344.55 1493.15,1344.63 1495.27,1344.7 1497.39,1344.78 1499.52,1344.85 1501.64,1344.93 1503.76,1345.01 \n",
       "  1505.88,1345.08 1508.01,1345.16 1510.13,1345.23 1512.25,1345.31 1514.37,1345.38 1516.5,1345.46 1518.62,1345.53 1520.74,1345.61 1522.86,1345.68 1524.99,1345.76 \n",
       "  1527.11,1345.83 1529.23,1345.9 1531.35,1345.98 1533.48,1346.05 1535.6,1346.13 1537.72,1346.2 1539.84,1346.27 1541.97,1346.35 1544.09,1346.42 1546.21,1346.49 \n",
       "  1548.33,1346.56 1550.46,1346.64 1552.58,1346.71 1554.7,1346.78 1556.82,1346.85 1558.95,1346.93 1561.07,1347 1563.19,1347.07 1565.31,1347.14 1567.43,1347.21 \n",
       "  1569.56,1347.29 1571.68,1347.36 1573.8,1347.43 1575.92,1347.5 1578.05,1347.57 1580.17,1347.64 1582.29,1347.71 1584.41,1347.78 1586.54,1347.85 1588.66,1347.92 \n",
       "  1590.78,1347.99 1592.9,1348.06 1595.03,1348.13 1597.15,1348.2 1599.27,1348.27 1601.39,1348.34 1603.52,1348.41 1605.64,1348.48 1607.76,1348.55 1609.88,1348.62 \n",
       "  1612.01,1348.69 1614.13,1348.76 1616.25,1348.83 1618.37,1348.9 1620.5,1348.96 1622.62,1349.03 1624.74,1349.1 1626.86,1349.17 1628.99,1349.24 1631.11,1349.3 \n",
       "  1633.23,1349.37 1635.35,1349.44 1637.48,1349.51 1639.6,1349.57 1641.72,1349.64 1643.84,1349.71 1645.97,1349.78 1648.09,1349.84 1650.21,1349.91 1652.33,1349.98 \n",
       "  1654.46,1350.04 1656.58,1350.11 1658.7,1350.18 1660.82,1350.24 1662.95,1350.31 1665.07,1350.37 1667.19,1350.44 1669.31,1350.51 1671.44,1350.57 1673.56,1350.64 \n",
       "  1675.68,1350.7 1677.8,1350.77 1679.93,1350.83 1682.05,1350.9 1684.17,1350.96 1686.29,1351.03 1688.42,1351.09 1690.54,1351.16 1692.66,1351.22 1694.78,1351.28 \n",
       "  1696.91,1351.35 1699.03,1351.41 1701.15,1351.48 1703.27,1351.54 1705.4,1351.6 1707.52,1351.67 1709.64,1351.73 1711.76,1351.79 1713.89,1351.86 1716.01,1351.92 \n",
       "  1718.13,1351.98 1720.25,1352.05 1722.38,1352.11 1724.5,1352.17 1726.62,1352.23 1728.74,1352.3 1730.87,1352.36 1732.99,1352.42 1735.11,1352.48 1737.23,1352.54 \n",
       "  1739.36,1352.61 1741.48,1352.67 1743.6,1352.73 1745.72,1352.79 1747.85,1352.85 1749.97,1352.91 1752.09,1352.97 1754.21,1353.04 1756.34,1353.1 1758.46,1353.16 \n",
       "  1760.58,1353.22 1762.7,1353.28 1764.83,1353.34 1766.95,1353.4 1769.07,1353.46 1771.19,1353.52 1773.32,1353.58 1775.44,1353.64 1777.56,1353.7 1779.68,1353.76 \n",
       "  1781.81,1353.82 1783.93,1353.88 1786.05,1353.94 1788.17,1354 1790.3,1354.06 1792.42,1354.12 1794.54,1354.17 1796.66,1354.23 1798.79,1354.29 1800.91,1354.35 \n",
       "  1803.03,1354.41 1805.15,1354.47 1807.28,1354.53 1809.4,1354.58 1811.52,1354.64 1813.64,1354.7 1815.77,1354.76 1817.89,1354.82 1820.01,1354.87 1822.13,1354.93 \n",
       "  1824.26,1354.99 1826.38,1355.05 1828.5,1355.1 1830.62,1355.16 1832.75,1355.22 1834.87,1355.27 1836.99,1355.33 1839.11,1355.39 1841.24,1355.44 1843.36,1355.5 \n",
       "  1845.48,1355.56 1847.6,1355.61 1849.73,1355.67 1851.85,1355.73 1853.97,1355.78 1856.09,1355.84 1858.22,1355.89 1860.34,1355.95 1862.46,1356 1864.58,1356.06 \n",
       "  1866.71,1356.12 1868.83,1356.17 1870.95,1356.23 1873.07,1356.28 1875.2,1356.34 1877.32,1356.39 1879.44,1356.45 1881.56,1356.5 1883.69,1356.56 1885.81,1356.61 \n",
       "  1887.93,1356.66 1890.05,1356.72 1892.18,1356.77 1894.3,1356.83 1896.42,1356.88 1898.54,1356.93 1900.67,1356.99 1902.79,1357.04 1904.91,1357.1 1907.03,1357.15 \n",
       "  1909.16,1357.2 1911.28,1357.26 1913.4,1357.31 1915.52,1357.36 1917.65,1357.42 1919.77,1357.47 1921.89,1357.52 1924.01,1357.57 1926.14,1357.63 1928.26,1357.68 \n",
       "  1930.38,1357.73 1932.5,1357.78 1934.63,1357.84 1936.75,1357.89 1938.87,1357.94 1940.99,1357.99 1943.12,1358.04 1945.24,1358.1 1947.36,1358.15 1949.48,1358.2 \n",
       "  1951.61,1358.25 1953.73,1358.3 1955.85,1358.35 1957.97,1358.4 1960.1,1358.46 1962.22,1358.51 1964.34,1358.56 1966.46,1358.61 1968.59,1358.66 1970.71,1358.71 \n",
       "  1972.83,1358.76 1974.95,1358.81 1977.08,1358.86 1979.2,1358.91 1981.32,1358.96 1983.44,1359.01 1985.57,1359.06 1987.69,1359.11 1989.81,1359.16 1991.93,1359.21 \n",
       "  1994.06,1359.26 1996.18,1359.31 1998.3,1359.36 2000.42,1359.41 2002.55,1359.46 2004.67,1359.51 2006.79,1359.56 2008.91,1359.61 2011.04,1359.65 2013.16,1359.7 \n",
       "  2015.28,1359.75 2017.4,1359.8 2019.53,1359.85 2021.65,1359.9 2023.77,1359.95 2025.89,1359.99 2028.02,1360.04 2030.14,1360.09 2032.26,1360.14 2034.38,1360.19 \n",
       "  2036.51,1360.23 2038.63,1360.28 2040.75,1360.33 2042.87,1360.38 2044.99,1360.43 2047.12,1360.47 2049.24,1360.52 2051.36,1360.57 2053.48,1360.61 2055.61,1360.66 \n",
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       "  2078.95,1361.17 2081.08,1361.22 2083.2,1361.27 2085.32,1361.31 2087.44,1361.36 2089.57,1361.4 2091.69,1361.45 2093.81,1361.49 2095.93,1361.54 2098.06,1361.59 \n",
       "  2100.18,1361.63 2102.3,1361.68 2104.42,1361.72 2106.55,1361.77 2108.67,1361.81 2110.79,1361.86 2112.91,1361.9 2115.04,1361.95 2117.16,1361.99 2119.28,1362.04 \n",
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       "  2206.3,1363.79 2208.43,1363.84 2210.55,1363.88 2212.67,1363.92 2214.79,1363.96 2216.92,1364 2219.04,1364.04 2221.16,1364.08 2223.28,1364.12 2225.41,1364.16 \n",
       "  2227.53,1364.2 2229.65,1364.24 2231.77,1364.28 2233.9,1364.33 2236.02,1364.37 2238.14,1364.41 2240.26,1364.45 2242.39,1364.49 2244.51,1364.53 2246.63,1364.57 \n",
       "  2248.75,1364.61 2250.88,1364.65 2253,1364.69 2255.12,1364.72 2257.24,1364.76 2259.37,1364.8 2261.49,1364.84 2263.61,1364.88 2265.73,1364.92 2267.86,1364.96 \n",
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       "  2312.43,1365.77 2314.55,1365.81 2316.67,1365.84 2318.8,1365.88 2320.92,1365.92 2323.04,1365.96 2325.16,1365.99 2327.29,1366.03 2329.41,1366.07 2331.53,1366.11 \n",
       "  2333.65,1366.14 2335.78,1366.18 2337.9,1366.22 2340.02,1366.25 2342.14,1366.29 2344.27,1366.33 2346.39,1366.36 2348.51,1366.4 2350.63,1366.44 2352.76,1366.47 \n",
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       "  1548.33,1386.38 1550.46,1386.38 1552.58,1386.38 1554.7,1386.38 1556.82,1386.38 1558.95,1386.38 1561.07,1386.38 1563.19,1386.38 1565.31,1386.38 1567.43,1386.38 \n",
       "  1569.56,1386.38 1571.68,1386.38 1573.8,1386.38 1575.92,1386.38 1578.05,1386.38 1580.17,1386.38 1582.29,1386.38 1584.41,1386.38 1586.54,1386.38 1588.66,1386.38 \n",
       "  1590.78,1386.38 1592.9,1386.38 1595.03,1386.38 1597.15,1386.38 1599.27,1386.38 1601.39,1386.38 1603.52,1386.38 1605.64,1386.38 1607.76,1386.38 1609.88,1386.38 \n",
       "  1612.01,1386.38 1614.13,1386.38 1616.25,1386.38 1618.37,1386.38 1620.5,1386.38 1622.62,1386.38 1624.74,1386.38 1626.86,1386.38 1628.99,1386.38 1631.11,1386.38 \n",
       "  1633.23,1386.38 1635.35,1386.38 1637.48,1386.38 1639.6,1386.38 1641.72,1386.38 1643.84,1386.38 1645.97,1386.38 1648.09,1386.38 1650.21,1386.38 1652.33,1386.38 \n",
       "  1654.46,1386.38 1656.58,1386.38 1658.7,1386.38 1660.82,1386.38 1662.95,1386.38 1665.07,1386.38 1667.19,1386.38 1669.31,1386.38 1671.44,1386.38 1673.56,1386.38 \n",
       "  1675.68,1386.38 1677.8,1386.38 1679.93,1386.38 1682.05,1386.38 1684.17,1386.38 1686.29,1386.38 1688.42,1386.38 1690.54,1386.38 1692.66,1386.38 1694.78,1386.38 \n",
       "  1696.91,1386.38 1699.03,1386.38 1701.15,1386.38 1703.27,1386.38 1705.4,1386.38 1707.52,1386.38 1709.64,1386.38 1711.76,1386.38 1713.89,1386.38 1716.01,1386.38 \n",
       "  1718.13,1386.38 1720.25,1386.38 1722.38,1386.38 1724.5,1386.38 1726.62,1386.38 1728.74,1386.38 1730.87,1386.38 1732.99,1386.38 1735.11,1386.38 1737.23,1386.38 \n",
       "  1739.36,1386.38 1741.48,1386.38 1743.6,1386.38 1745.72,1386.38 1747.85,1386.38 1749.97,1386.38 1752.09,1386.38 1754.21,1386.38 1756.34,1386.38 1758.46,1386.38 \n",
       "  1760.58,1386.38 1762.7,1386.38 1764.83,1386.38 1766.95,1386.38 1769.07,1386.38 1771.19,1386.38 1773.32,1386.38 1775.44,1386.38 1777.56,1386.38 1779.68,1386.38 \n",
       "  1781.81,1386.38 1783.93,1386.38 1786.05,1386.38 1788.17,1386.38 1790.3,1386.38 1792.42,1386.38 1794.54,1386.38 1796.66,1386.39 1798.79,1386.39 1800.91,1386.39 \n",
       "  1803.03,1386.39 1805.15,1386.39 1807.28,1386.39 1809.4,1386.39 1811.52,1386.39 1813.64,1386.39 1815.77,1386.39 1817.89,1386.39 1820.01,1386.39 1822.13,1386.39 \n",
       "  1824.26,1386.39 1826.38,1386.39 1828.5,1386.39 1830.62,1386.39 1832.75,1386.39 1834.87,1386.39 1836.99,1386.39 1839.11,1386.39 1841.24,1386.39 1843.36,1386.39 \n",
       "  1845.48,1386.39 1847.6,1386.39 1849.73,1386.39 1851.85,1386.39 1853.97,1386.39 1856.09,1386.39 1858.22,1386.39 1860.34,1386.39 1862.46,1386.39 1864.58,1386.39 \n",
       "  1866.71,1386.39 1868.83,1386.39 1870.95,1386.39 1873.07,1386.39 1875.2,1386.39 1877.32,1386.39 1879.44,1386.39 1881.56,1386.39 1883.69,1386.39 1885.81,1386.39 \n",
       "  1887.93,1386.39 1890.05,1386.39 1892.18,1386.39 1894.3,1386.39 1896.42,1386.39 1898.54,1386.39 1900.67,1386.39 1902.79,1386.39 1904.91,1386.39 1907.03,1386.39 \n",
       "  1909.16,1386.39 1911.28,1386.39 1913.4,1386.39 1915.52,1386.39 1917.65,1386.39 1919.77,1386.39 1921.89,1386.39 1924.01,1386.39 1926.14,1386.39 1928.26,1386.39 \n",
       "  1930.38,1386.39 1932.5,1386.39 1934.63,1386.39 1936.75,1386.39 1938.87,1386.39 1940.99,1386.39 1943.12,1386.39 1945.24,1386.39 1947.36,1386.39 1949.48,1386.39 \n",
       "  1951.61,1386.39 1953.73,1386.39 1955.85,1386.39 1957.97,1386.39 1960.1,1386.39 1962.22,1386.39 1964.34,1386.39 1966.46,1386.39 1968.59,1386.39 1970.71,1386.39 \n",
       "  1972.83,1386.39 1974.95,1386.39 1977.08,1386.39 1979.2,1386.39 1981.32,1386.39 1983.44,1386.39 1985.57,1386.39 1987.69,1386.39 1989.81,1386.39 1991.93,1386.39 \n",
       "  1994.06,1386.39 1996.18,1386.39 1998.3,1386.39 2000.42,1386.39 2002.55,1386.39 2004.67,1386.39 2006.79,1386.39 2008.91,1386.39 2011.04,1386.39 2013.16,1386.39 \n",
       "  2015.28,1386.39 2017.4,1386.39 2019.53,1386.39 2021.65,1386.39 2023.77,1386.39 2025.89,1386.39 2028.02,1386.39 2030.14,1386.39 2032.26,1386.39 2034.38,1386.39 \n",
       "  2036.51,1386.39 2038.63,1386.39 2040.75,1386.39 2042.87,1386.39 2044.99,1386.39 2047.12,1386.39 2049.24,1386.39 2051.36,1386.39 2053.48,1386.39 2055.61,1386.39 \n",
       "  2057.73,1386.39 2059.85,1386.39 2061.97,1386.39 2064.1,1386.39 2066.22,1386.39 2068.34,1386.39 2070.46,1386.39 2072.59,1386.39 2074.71,1386.39 2076.83,1386.39 \n",
       "  2078.95,1386.39 2081.08,1386.39 2083.2,1386.39 2085.32,1386.39 2087.44,1386.39 2089.57,1386.39 2091.69,1386.39 2093.81,1386.39 2095.93,1386.39 2098.06,1386.39 \n",
       "  2100.18,1386.39 2102.3,1386.39 2104.42,1386.39 2106.55,1386.39 2108.67,1386.39 2110.79,1386.39 2112.91,1386.39 2115.04,1386.39 2117.16,1386.39 2119.28,1386.39 \n",
       "  2121.4,1386.39 2123.53,1386.39 2125.65,1386.39 2127.77,1386.39 2129.89,1386.39 2132.02,1386.39 2134.14,1386.39 2136.26,1386.39 2138.38,1386.39 2140.51,1386.39 \n",
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       "  2163.85,1386.39 2165.98,1386.39 2168.1,1386.39 2170.22,1386.39 2172.34,1386.39 2174.47,1386.39 2176.59,1386.39 2178.71,1386.39 2180.83,1386.39 2182.96,1386.39 \n",
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       "  2248.75,1386.39 2250.88,1386.39 2253,1386.39 2255.12,1386.39 2257.24,1386.39 2259.37,1386.39 2261.49,1386.39 2263.61,1386.39 2265.73,1386.39 2267.86,1386.39 \n",
       "  2269.98,1386.39 2272.1,1386.39 2274.22,1386.39 2276.35,1386.39 2278.47,1386.39 2280.59,1386.39 2282.71,1386.39 2284.84,1386.39 2286.96,1386.39 2289.08,1386.39 \n",
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       "  2333.65,1386.4 2335.78,1386.4 2337.9,1386.4 2340.02,1386.4 2342.14,1386.4 2344.27,1386.4 2346.39,1386.4 2348.51,1386.4 2350.63,1386.4 2352.76,1386.4 \n",
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     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob = ODEProblem(malaria_mass_action, u0, tspan, params)\n",
    "sol = solve(prob, Tsit5())\n",
    "plot(sol,\n",
    "  lw = 2,\n",
    "  label = [\"infected hosts\" \"infected vectors\"],\n",
    "  ylabel = \"population density\", xlabel = \"time\", \n",
    "  title = \"Mass Action Composite Model\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
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       "  869.317,781.695 871.41,778.997 873.502,776.298 875.594,773.6 877.687,770.903 879.779,768.206 881.871,765.51 883.963,762.814 886.056,760.12 888.148,757.427 \n",
       "  890.24,754.735 892.333,752.045 894.425,749.356 896.517,746.668 898.61,743.982 900.702,741.298 902.794,738.616 904.886,735.935 906.979,733.257 909.071,730.581 \n",
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       "  953.009,675.036 955.102,672.429 957.194,669.827 959.286,667.228 961.378,664.634 963.471,662.045 965.563,659.459 967.655,656.879 969.748,654.303 971.84,651.732 \n",
       "  973.932,649.165 976.024,646.604 978.117,644.048 980.209,641.496 982.301,638.95 984.394,636.409 986.486,633.874 988.578,631.344 990.671,628.819 992.763,626.301 \n",
       "  994.855,623.787 996.947,621.28 999.04,618.779 1001.13,616.283 1003.22,613.794 1005.32,611.31 1007.41,608.833 1009.5,606.363 1011.59,603.898 1013.69,601.441 \n",
       "  1015.78,598.989 1017.87,596.545 1019.96,594.107 1022.06,591.676 1024.15,589.251 1026.24,586.834 1028.33,584.423 1030.42,582.019 1032.52,579.622 1034.61,577.232 \n",
       "  1036.7,574.849 1038.79,572.473 1040.89,570.104 1042.98,567.743 1045.07,565.388 1047.16,563.041 1049.25,560.701 1051.35,558.368 1053.44,556.043 1055.53,553.725 \n",
       "  1057.62,551.415 1059.72,549.112 1061.81,546.816 1063.9,544.528 1065.99,542.248 1068.09,539.976 1070.18,537.711 1072.27,535.454 1074.36,533.205 1076.45,530.963 \n",
       "  1078.55,528.729 1080.64,526.504 1082.73,524.286 1084.82,522.076 1086.92,519.875 1089.01,517.681 1091.1,515.495 1093.19,513.318 1095.29,511.149 1097.38,508.988 \n",
       "  1099.47,506.835 1101.56,504.691 1103.65,502.555 1105.75,500.427 1107.84,498.308 1109.93,496.197 1112.02,494.095 1114.12,492.001 1116.21,489.916 1118.3,487.839 \n",
       "  1120.39,485.771 1122.49,483.712 1124.58,481.662 1126.67,479.62 1128.76,477.587 1130.85,475.563 1132.95,473.548 1135.04,471.541 1137.13,469.544 1139.22,467.555 \n",
       "  1141.32,465.575 1143.41,463.604 1145.5,461.642 1147.59,459.688 1149.69,457.744 1151.78,455.808 1153.87,453.881 1155.96,451.963 1158.05,450.054 1160.15,448.153 \n",
       "  1162.24,446.262 1164.33,444.379 1166.42,442.505 1168.52,440.64 1170.61,438.783 1172.7,436.935 1174.79,435.097 1176.89,433.266 1178.98,431.445 1181.07,429.633 \n",
       "  1183.16,427.829 1185.25,426.034 1187.35,424.247 1189.44,422.47 1191.53,420.701 1193.62,418.941 1195.72,417.19 1197.81,415.448 1199.9,413.714 1201.99,411.989 \n",
       "  1204.08,410.273 1206.18,408.565 1208.27,406.866 1210.36,405.176 1212.45,403.495 1214.55,401.823 1216.64,400.159 1218.73,398.504 1220.82,396.857 1222.92,395.22 \n",
       "  1225.01,393.591 1227.1,391.971 1229.19,390.359 1231.28,388.756 1233.38,387.162 1235.47,385.577 1237.56,384 1239.65,382.432 1241.75,380.873 1243.84,379.322 \n",
       "  1245.93,377.78 1248.02,376.247 1250.12,374.723 1252.21,373.207 1254.3,371.699 1256.39,370.201 1258.48,368.711 1260.58,367.23 1262.67,365.757 1264.76,364.293 \n",
       "  1266.85,362.837 1268.95,361.39 1271.04,359.951 1273.13,358.521 1275.22,357.099 1277.32,355.685 1279.41,354.279 1281.5,352.882 1283.59,351.493 1285.68,350.112 \n",
       "  1287.78,348.739 1289.87,347.374 1291.96,346.017 1294.05,344.669 1296.15,343.328 1298.24,341.995 1300.33,340.671 1302.42,339.354 1304.52,338.045 1306.61,336.744 \n",
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       "  1371.47,300.168 1373.56,299.105 1375.65,298.049 1377.75,297 1379.84,295.958 1381.93,294.923 1384.02,293.895 1386.11,292.874 1388.21,291.86 1390.3,290.853 \n",
       "  1392.39,289.853 1394.48,288.859 1396.58,287.872 1398.67,286.892 1400.76,285.918 1402.85,284.951 1404.95,283.991 1407.04,283.037 1409.13,282.089 1411.22,281.148 \n",
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       "  1434.24,271.207 1436.33,270.34 1438.42,269.479 1440.51,268.623 1442.61,267.774 1444.7,266.93 1446.79,266.092 1448.88,265.26 1450.98,264.434 1453.07,263.613 \n",
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       "  1476.08,254.953 1478.18,254.199 1480.27,253.449 1482.36,252.706 1484.45,251.967 1486.54,251.234 1488.64,250.505 1490.73,249.782 1492.82,249.065 1494.91,248.352 \n",
       "  1497.01,247.645 1499.1,246.942 1501.19,246.245 1503.28,245.553 1505.38,244.866 1507.47,244.184 1509.56,243.507 1511.65,242.835 1513.74,242.168 1515.84,241.506 \n",
       "  1517.93,240.848 1520.02,240.196 1522.11,239.549 1524.21,238.906 1526.3,238.269 1528.39,237.636 1530.48,237.008 1532.58,236.384 1534.67,235.765 1536.76,235.151 \n",
       "  1538.85,234.541 1540.94,233.935 1543.04,233.335 1545.13,232.738 1547.22,232.146 1549.31,231.558 1551.41,230.975 1553.5,230.396 1555.59,229.821 1557.68,229.251 \n",
       "  1559.78,228.684 1561.87,228.122 1563.96,227.564 1566.05,227.01 1568.14,226.46 1570.24,225.915 1572.33,225.373 1574.42,224.835 1576.51,224.301 1578.61,223.771 \n",
       "  1580.7,223.245 1582.79,222.723 1584.88,222.205 1586.98,221.69 1589.07,221.18 1591.16,220.673 1593.25,220.17 1595.34,219.67 1597.44,219.174 1599.53,218.682 \n",
       "  1601.62,218.194 1603.71,217.709 1605.81,217.228 1607.9,216.75 1609.99,216.276 1612.08,215.806 1614.18,215.339 1616.27,214.875 1618.36,214.415 1620.45,213.959 \n",
       "  1622.54,213.505 1624.64,213.056 1626.73,212.609 1628.82,212.167 1630.91,211.727 1633.01,211.291 1635.1,210.858 1637.19,210.429 1639.28,210.002 1641.37,209.58 \n",
       "  1643.47,209.16 1645.56,208.744 1647.65,208.331 1649.74,207.921 1651.84,207.514 1653.93,207.111 1656.02,206.711 1658.11,206.314 1660.21,205.92 1662.3,205.529 \n",
       "  1664.39,205.142 1666.48,204.757 1668.57,204.376 1670.67,203.998 1672.76,203.623 1674.85,203.251 1676.94,202.881 1679.04,202.515 1681.13,202.151 1683.22,201.791 \n",
       "  1685.31,201.433 1687.41,201.078 1689.5,200.726 1691.59,200.376 1693.68,200.029 1695.77,199.685 1697.87,199.344 1699.96,199.005 1702.05,198.669 1704.14,198.335 \n",
       "  1706.24,198.004 1708.33,197.675 1710.42,197.349 1712.51,197.026 1714.61,196.705 1716.7,196.386 1718.79,196.07 1720.88,195.756 1722.97,195.444 1725.07,195.135 \n",
       "  1727.16,194.829 1729.25,194.524 1731.34,194.222 1733.44,193.922 1735.53,193.625 1737.62,193.329 1739.71,193.036 1741.81,192.745 1743.9,192.457 1745.99,192.17 \n",
       "  1748.08,191.886 1750.17,191.604 1752.27,191.324 1754.36,191.046 1756.45,190.771 1758.54,190.497 1760.64,190.226 1762.73,189.956 1764.82,189.689 1766.91,189.424 \n",
       "  1769.01,189.161 1771.1,188.9 1773.19,188.641 1775.28,188.384 1777.37,188.129 1779.47,187.876 1781.56,187.625 1783.65,187.376 1785.74,187.129 1787.84,186.884 \n",
       "  1789.93,186.641 1792.02,186.4 1794.11,186.161 1796.2,185.925 1798.3,185.69 1800.39,185.457 1802.48,185.226 1804.57,184.997 1806.67,184.769 1808.76,184.544 \n",
       "  1810.85,184.321 1812.94,184.1 1815.04,183.881 1817.13,183.664 1819.22,183.448 1821.31,183.235 1823.4,183.023 1825.5,182.813 1827.59,182.604 1829.68,182.398 \n",
       "  1831.77,182.193 1833.87,181.989 1835.96,181.788 1838.05,181.588 1840.14,181.389 1842.24,181.192 1844.33,180.997 1846.42,180.803 1848.51,180.611 1850.6,180.42 \n",
       "  1852.7,180.231 1854.79,180.043 1856.88,179.856 1858.97,179.672 1861.07,179.488 1863.16,179.306 1865.25,179.125 1867.34,178.946 1869.44,178.768 1871.53,178.591 \n",
       "  1873.62,178.415 1875.71,178.241 1877.8,178.068 1879.9,177.897 1881.99,177.727 1884.08,177.558 1886.17,177.39 1888.27,177.224 1890.36,177.058 1892.45,176.894 \n",
       "  1894.54,176.731 1896.64,176.57 1898.73,176.41 1900.82,176.25 1902.91,176.092 1905,175.936 1907.1,175.78 1909.19,175.626 1911.28,175.473 1913.37,175.321 \n",
       "  1915.47,175.17 1917.56,175.02 1919.65,174.872 1921.74,174.724 1923.84,174.578 1925.93,174.433 1928.02,174.289 1930.11,174.147 1932.2,174.005 1934.3,173.865 \n",
       "  1936.39,173.726 1938.48,173.588 1940.57,173.452 1942.67,173.316 1944.76,173.182 1946.85,173.049 1948.94,172.917 1951.03,172.787 1953.13,172.657 1955.22,172.529 \n",
       "  1957.31,172.402 1959.4,172.277 1961.5,172.153 1963.59,172.03 1965.68,171.908 1967.77,171.787 1969.87,171.667 1971.96,171.549 1974.05,171.431 1976.14,171.315 \n",
       "  1978.23,171.199 1980.33,171.085 1982.42,170.971 1984.51,170.859 1986.6,170.747 1988.7,170.636 1990.79,170.526 1992.88,170.417 1994.97,170.309 1997.07,170.202 \n",
       "  1999.16,170.095 2001.25,169.99 2003.34,169.885 2005.43,169.781 2007.53,169.677 2009.62,169.575 2011.71,169.473 2013.8,169.372 2015.9,169.271 2017.99,169.172 \n",
       "  2020.08,169.073 2022.17,168.974 2024.27,168.876 2026.36,168.779 2028.45,168.683 2030.54,168.587 2032.63,168.492 2034.73,168.398 2036.82,168.304 2038.91,168.211 \n",
       "  2041,168.119 2043.1,168.027 2045.19,167.935 2047.28,167.845 2049.37,167.755 2051.47,167.666 2053.56,167.577 2055.65,167.489 2057.74,167.401 2059.83,167.314 \n",
       "  2061.93,167.228 2064.02,167.143 2066.11,167.058 2068.2,166.974 2070.3,166.89 2072.39,166.807 2074.48,166.725 2076.57,166.643 2078.67,166.563 2080.76,166.483 \n",
       "  2082.85,166.403 2084.94,166.324 2087.03,166.246 2089.13,166.169 2091.22,166.093 2093.31,166.017 2095.4,165.942 2097.5,165.868 2099.59,165.795 2101.68,165.723 \n",
       "  2103.77,165.651 2105.86,165.58 2107.96,165.511 2110.05,165.442 2112.14,165.374 2114.23,165.306 2116.33,165.24 2118.42,165.174 2120.51,165.108 2122.6,165.043 \n",
       "  2124.7,164.979 2126.79,164.916 2128.88,164.853 2130.97,164.79 2133.06,164.729 2135.16,164.667 2137.25,164.606 2139.34,164.546 2141.43,164.486 2143.53,164.426 \n",
       "  2145.62,164.367 2147.71,164.309 2149.8,164.25 2151.9,164.192 2153.99,164.135 2156.08,164.078 2158.17,164.021 2160.26,163.964 2162.36,163.908 2164.45,163.853 \n",
       "  2166.54,163.797 2168.63,163.742 2170.73,163.687 2172.82,163.633 2174.91,163.578 2177,163.524 2179.1,163.471 2181.19,163.417 2183.28,163.364 2185.37,163.311 \n",
       "  2187.46,163.259 2189.56,163.207 2191.65,163.155 2193.74,163.103 2195.83,163.052 2197.93,163.001 2200.02,162.95 2202.11,162.9 2204.2,162.85 2206.3,162.8 \n",
       "  2208.39,162.75 2210.48,162.701 2212.57,162.653 2214.66,162.604 2216.76,162.556 2218.85,162.509 2220.94,162.461 2223.03,162.415 2225.13,162.368 2227.22,162.322 \n",
       "  2229.31,162.277 2231.4,162.232 2233.49,162.187 2235.59,162.143 2237.68,162.1 2239.77,162.057 2241.86,162.014 2243.96,161.973 2246.05,161.932 2248.14,161.891 \n",
       "  2250.23,161.851 2252.33,161.812 2254.42,161.773 2256.51,161.735 2258.6,161.697 2260.69,161.66 2262.79,161.623 2264.88,161.586 2266.97,161.549 2269.06,161.513 \n",
       "  2271.16,161.477 2273.25,161.441 2275.34,161.405 2277.43,161.37 2279.53,161.335 2281.62,161.3 2283.71,161.266 2285.8,161.232 2287.89,161.198 2289.99,161.164 \n",
       "  2292.08,161.13 2294.17,161.097 2296.26,161.064 2298.36,161.031 2300.45,160.998 2302.54,160.966 2304.63,160.933 2306.73,160.901 2308.82,160.87 2310.91,160.838 \n",
       "  2313,160.807 2315.09,160.776 2317.19,160.745 2319.28,160.714 2321.37,160.684 2323.46,160.654 2325.56,160.624 2327.65,160.594 2329.74,160.564 2331.83,160.535 \n",
       "  2333.93,160.506 2336.02,160.477 2338.11,160.449 2340.2,160.42 2342.29,160.392 2344.39,160.365 2346.48,160.337 2348.57,160.31 2350.66,160.283 2352.76,160.256 \n",
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       "  639.165,1334.68 641.257,1334.31 643.349,1333.93 645.442,1333.55 647.534,1333.17 649.626,1332.79 651.718,1332.41 653.811,1332.02 655.903,1331.64 657.995,1331.25 \n",
       "  660.088,1330.86 662.18,1330.48 664.272,1330.09 666.365,1329.69 668.457,1329.3 670.549,1328.91 672.641,1328.51 674.734,1328.11 676.826,1327.72 678.918,1327.32 \n",
       "  681.011,1326.92 683.103,1326.52 685.195,1326.11 687.288,1325.71 689.38,1325.3 691.472,1324.9 693.564,1324.49 695.657,1324.08 697.749,1323.67 699.841,1323.26 \n",
       "  701.934,1322.85 704.026,1322.44 706.118,1322.02 708.21,1321.61 710.303,1321.19 712.395,1320.77 714.487,1320.36 716.58,1319.94 718.672,1319.52 720.764,1319.1 \n",
       "  722.857,1318.67 724.949,1318.25 727.041,1317.83 729.133,1317.4 731.226,1316.98 733.318,1316.55 735.41,1316.12 737.503,1315.7 739.595,1315.27 741.687,1314.84 \n",
       "  743.78,1314.41 745.872,1313.98 747.964,1313.55 750.056,1313.12 752.149,1312.68 754.241,1312.25 756.333,1311.82 758.426,1311.38 760.518,1310.95 762.61,1310.51 \n",
       "  764.702,1310.07 766.795,1309.64 768.887,1309.2 770.979,1308.76 773.072,1308.32 775.164,1307.88 777.256,1307.44 779.349,1307 781.441,1306.56 783.533,1306.12 \n",
       "  785.625,1305.67 787.718,1305.23 789.81,1304.79 791.902,1304.34 793.995,1303.9 796.087,1303.45 798.179,1303.01 800.272,1302.56 802.364,1302.12 804.456,1301.67 \n",
       "  806.548,1301.22 808.641,1300.78 810.733,1300.33 812.825,1299.88 814.918,1299.43 817.01,1298.98 819.102,1298.53 821.195,1298.08 823.287,1297.64 825.379,1297.19 \n",
       "  827.471,1296.74 829.564,1296.29 831.656,1295.84 833.748,1295.39 835.841,1294.94 837.933,1294.49 840.025,1294.04 842.117,1293.59 844.21,1293.14 846.302,1292.69 \n",
       "  848.394,1292.24 850.487,1291.8 852.579,1291.35 854.671,1290.9 856.764,1290.45 858.856,1290 860.948,1289.55 863.04,1289.1 865.133,1288.66 867.225,1288.21 \n",
       "  869.317,1287.76 871.41,1287.32 873.502,1286.87 875.594,1286.42 877.687,1285.98 879.779,1285.53 881.871,1285.09 883.963,1284.64 886.056,1284.2 888.148,1283.75 \n",
       "  890.24,1283.31 892.333,1282.86 894.425,1282.42 896.517,1281.98 898.61,1281.53 900.702,1281.09 902.794,1280.65 904.886,1280.21 906.979,1279.77 909.071,1279.33 \n",
       "  911.163,1278.89 913.256,1278.45 915.348,1278.01 917.44,1277.57 919.532,1277.13 921.625,1276.69 923.717,1276.25 925.809,1275.82 927.902,1275.38 929.994,1274.95 \n",
       "  932.086,1274.51 934.179,1274.08 936.271,1273.65 938.363,1273.22 940.455,1272.78 942.548,1272.35 944.64,1271.93 946.732,1271.5 948.825,1271.07 950.917,1270.65 \n",
       "  953.009,1270.22 955.102,1269.8 957.194,1269.37 959.286,1268.95 961.378,1268.53 963.471,1268.11 965.563,1267.69 967.655,1267.27 969.748,1266.86 971.84,1266.44 \n",
       "  973.932,1266.03 976.024,1265.62 978.117,1265.2 980.209,1264.79 982.301,1264.38 984.394,1263.97 986.486,1263.57 988.578,1263.16 990.671,1262.75 992.763,1262.35 \n",
       "  994.855,1261.95 996.947,1261.54 999.04,1261.14 1001.13,1260.74 1003.22,1260.34 1005.32,1259.94 1007.41,1259.55 1009.5,1259.15 1011.59,1258.76 1013.69,1258.36 \n",
       "  1015.78,1257.97 1017.87,1257.58 1019.96,1257.18 1022.06,1256.79 1024.15,1256.4 1026.24,1256.01 1028.33,1255.63 1030.42,1255.24 1032.52,1254.86 1034.61,1254.47 \n",
       "  1036.7,1254.09 1038.79,1253.71 1040.89,1253.33 1042.98,1252.95 1045.07,1252.57 1047.16,1252.2 1049.25,1251.82 1051.35,1251.45 1053.44,1251.08 1055.53,1250.71 \n",
       "  1057.62,1250.34 1059.72,1249.97 1061.81,1249.61 1063.9,1249.24 1065.99,1248.88 1068.09,1248.52 1070.18,1248.16 1072.27,1247.8 1074.36,1247.45 1076.45,1247.09 \n",
       "  1078.55,1246.74 1080.64,1246.39 1082.73,1246.04 1084.82,1245.69 1086.92,1245.35 1089.01,1245 1091.1,1244.66 1093.19,1244.32 1095.29,1243.97 1097.38,1243.64 \n",
       "  1099.47,1243.3 1101.56,1242.96 1103.65,1242.63 1105.75,1242.3 1107.84,1241.97 1109.93,1241.64 1112.02,1241.31 1114.12,1240.98 1116.21,1240.65 1118.3,1240.33 \n",
       "  1120.39,1240.01 1122.49,1239.69 1124.58,1239.37 1126.67,1239.05 1128.76,1238.73 1130.85,1238.41 1132.95,1238.1 1135.04,1237.78 1137.13,1237.47 1139.22,1237.16 \n",
       "  1141.32,1236.85 1143.41,1236.54 1145.5,1236.23 1147.59,1235.92 1149.69,1235.62 1151.78,1235.31 1153.87,1235.01 1155.96,1234.71 1158.05,1234.41 1160.15,1234.11 \n",
       "  1162.24,1233.82 1164.33,1233.52 1166.42,1233.23 1168.52,1232.94 1170.61,1232.65 1172.7,1232.36 1174.79,1232.07 1176.89,1231.79 1178.98,1231.5 1181.07,1231.22 \n",
       "  1183.16,1230.94 1185.25,1230.66 1187.35,1230.39 1189.44,1230.11 1191.53,1229.84 1193.62,1229.56 1195.72,1229.29 1197.81,1229.03 1199.9,1228.76 1201.99,1228.5 \n",
       "  1204.08,1228.23 1206.18,1227.97 1208.27,1227.71 1210.36,1227.45 1212.45,1227.19 1214.55,1226.94 1216.64,1226.69 1218.73,1226.43 1220.82,1226.18 1222.92,1225.93 \n",
       "  1225.01,1225.69 1227.1,1225.44 1229.19,1225.2 1231.28,1224.95 1233.38,1224.71 1235.47,1224.47 1237.56,1224.23 1239.65,1223.99 1241.75,1223.76 1243.84,1223.52 \n",
       "  1245.93,1223.29 1248.02,1223.05 1250.12,1222.82 1252.21,1222.59 1254.3,1222.36 1256.39,1222.13 1258.48,1221.9 1260.58,1221.67 1262.67,1221.45 1264.76,1221.22 \n",
       "  1266.85,1221 1268.95,1220.77 1271.04,1220.55 1273.13,1220.33 1275.22,1220.11 1277.32,1219.9 1279.41,1219.68 1281.5,1219.46 1283.59,1219.25 1285.68,1219.04 \n",
       "  1287.78,1218.83 1289.87,1218.62 1291.96,1218.41 1294.05,1218.2 1296.15,1217.99 1298.24,1217.79 1300.33,1217.59 1302.42,1217.39 1304.52,1217.19 1306.61,1216.99 \n",
       "  1308.7,1216.79 1310.79,1216.6 1312.88,1216.4 1314.98,1216.21 1317.07,1216.02 1319.16,1215.83 1321.25,1215.64 1323.35,1215.45 1325.44,1215.27 1327.53,1215.09 \n",
       "  1329.62,1214.9 1331.71,1214.72 1333.81,1214.54 1335.9,1214.36 1337.99,1214.19 1340.08,1214.01 1342.18,1213.84 1344.27,1213.66 1346.36,1213.49 1348.45,1213.32 \n",
       "  1350.55,1213.15 1352.64,1212.98 1354.73,1212.82 1356.82,1212.65 1358.91,1212.49 1361.01,1212.32 1363.1,1212.16 1365.19,1212 1367.28,1211.84 1369.38,1211.68 \n",
       "  1371.47,1211.52 1373.56,1211.36 1375.65,1211.2 1377.75,1211.05 1379.84,1210.89 1381.93,1210.74 1384.02,1210.58 1386.11,1210.43 1388.21,1210.28 1390.3,1210.12 \n",
       "  1392.39,1209.97 1394.48,1209.82 1396.58,1209.67 1398.67,1209.52 1400.76,1209.37 1402.85,1209.23 1404.95,1209.08 1407.04,1208.93 1409.13,1208.79 1411.22,1208.65 \n",
       "  1413.31,1208.5 1415.41,1208.36 1417.5,1208.22 1419.59,1208.08 1421.68,1207.94 1423.78,1207.81 1425.87,1207.67 1427.96,1207.54 1430.05,1207.4 1432.15,1207.27 \n",
       "  1434.24,1207.14 1436.33,1207.01 1438.42,1206.88 1440.51,1206.75 1442.61,1206.62 1444.7,1206.5 1446.79,1206.37 1448.88,1206.25 1450.98,1206.12 1453.07,1206 \n",
       "  1455.16,1205.88 1457.25,1205.76 1459.35,1205.64 1461.44,1205.53 1463.53,1205.41 1465.62,1205.3 1467.71,1205.18 1469.81,1205.07 1471.9,1204.96 1473.99,1204.84 \n",
       "  1476.08,1204.73 1478.18,1204.62 1480.27,1204.52 1482.36,1204.41 1484.45,1204.3 1486.54,1204.2 1488.64,1204.09 1490.73,1203.99 1492.82,1203.88 1494.91,1203.78 \n",
       "  1497.01,1203.68 1499.1,1203.58 1501.19,1203.48 1503.28,1203.38 1505.38,1203.28 1507.47,1203.18 1509.56,1203.08 1511.65,1202.98 1513.74,1202.88 1515.84,1202.79 \n",
       "  1517.93,1202.69 1520.02,1202.59 1522.11,1202.49 1524.21,1202.4 1526.3,1202.3 1528.39,1202.21 1530.48,1202.11 1532.58,1202.02 1534.67,1201.92 1536.76,1201.83 \n",
       "  1538.85,1201.74 1540.94,1201.64 1543.04,1201.55 1545.13,1201.46 1547.22,1201.37 1549.31,1201.28 1551.41,1201.19 1553.5,1201.1 1555.59,1201.02 1557.68,1200.93 \n",
       "  1559.78,1200.84 1561.87,1200.76 1563.96,1200.67 1566.05,1200.59 1568.14,1200.51 1570.24,1200.42 1572.33,1200.34 1574.42,1200.26 1576.51,1200.18 1578.61,1200.1 \n",
       "  1580.7,1200.02 1582.79,1199.95 1584.88,1199.87 1586.98,1199.79 1589.07,1199.72 1591.16,1199.65 1593.25,1199.57 1595.34,1199.5 1597.44,1199.43 1599.53,1199.36 \n",
       "  1601.62,1199.29 1603.71,1199.22 1605.81,1199.15 1607.9,1199.08 1609.99,1199.01 1612.08,1198.95 1614.18,1198.88 1616.27,1198.82 1618.36,1198.75 1620.45,1198.69 \n",
       "  1622.54,1198.62 1624.64,1198.56 1626.73,1198.5 1628.82,1198.44 1630.91,1198.38 1633.01,1198.32 1635.1,1198.26 1637.19,1198.2 1639.28,1198.14 1641.37,1198.08 \n",
       "  1643.47,1198.02 1645.56,1197.96 1647.65,1197.9 1649.74,1197.84 1651.84,1197.79 1653.93,1197.73 1656.02,1197.67 1658.11,1197.61 1660.21,1197.55 1662.3,1197.5 \n",
       "  1664.39,1197.44 1666.48,1197.38 1668.57,1197.32 1670.67,1197.26 1672.76,1197.21 1674.85,1197.15 1676.94,1197.09 1679.04,1197.03 1681.13,1196.98 1683.22,1196.92 \n",
       "  1685.31,1196.87 1687.41,1196.81 1689.5,1196.75 1691.59,1196.7 1693.68,1196.64 1695.77,1196.59 1697.87,1196.54 1699.96,1196.48 1702.05,1196.43 1704.14,1196.38 \n",
       "  1706.24,1196.33 1708.33,1196.28 1710.42,1196.23 1712.51,1196.18 1714.61,1196.13 1716.7,1196.08 1718.79,1196.03 1720.88,1195.98 1722.97,1195.94 1725.07,1195.89 \n",
       "  1727.16,1195.85 1729.25,1195.8 1731.34,1195.76 1733.44,1195.71 1735.53,1195.67 1737.62,1195.63 1739.71,1195.59 1741.81,1195.55 1743.9,1195.51 1745.99,1195.47 \n",
       "  1748.08,1195.43 1750.17,1195.39 1752.27,1195.35 1754.36,1195.31 1756.45,1195.28 1758.54,1195.24 1760.64,1195.2 1762.73,1195.17 1764.82,1195.13 1766.91,1195.1 \n",
       "  1769.01,1195.06 1771.1,1195.03 1773.19,1195 1775.28,1194.96 1777.37,1194.93 1779.47,1194.9 1781.56,1194.87 1783.65,1194.83 1785.74,1194.8 1787.84,1194.77 \n",
       "  1789.93,1194.74 1792.02,1194.7 1794.11,1194.67 1796.2,1194.64 1798.3,1194.61 1800.39,1194.58 1802.48,1194.54 1804.57,1194.51 1806.67,1194.48 1808.76,1194.44 \n",
       "  1810.85,1194.41 1812.94,1194.38 1815.04,1194.34 1817.13,1194.31 1819.22,1194.27 1821.31,1194.24 1823.4,1194.2 1825.5,1194.17 1827.59,1194.13 1829.68,1194.1 \n",
       "  1831.77,1194.06 1833.87,1194.03 1835.96,1193.99 1838.05,1193.96 1840.14,1193.92 1842.24,1193.89 1844.33,1193.86 1846.42,1193.83 1848.51,1193.79 1850.6,1193.76 \n",
       "  1852.7,1193.73 1854.79,1193.7 1856.88,1193.67 1858.97,1193.64 1861.07,1193.61 1863.16,1193.58 1865.25,1193.55 1867.34,1193.52 1869.44,1193.49 1871.53,1193.47 \n",
       "  1873.62,1193.44 1875.71,1193.41 1877.8,1193.39 1879.9,1193.36 1881.99,1193.34 1884.08,1193.32 1886.17,1193.29 1888.27,1193.27 1890.36,1193.25 1892.45,1193.23 \n",
       "  1894.54,1193.21 1896.64,1193.19 1898.73,1193.17 1900.82,1193.15 1902.91,1193.13 1905,1193.11 1907.1,1193.09 1909.19,1193.07 1911.28,1193.06 1913.37,1193.04 \n",
       "  1915.47,1193.02 1917.56,1193.01 1919.65,1192.99 1921.74,1192.98 1923.84,1192.96 1925.93,1192.94 1928.02,1192.93 1930.11,1192.91 1932.2,1192.9 1934.3,1192.88 \n",
       "  1936.39,1192.87 1938.48,1192.85 1940.57,1192.84 1942.67,1192.82 1944.76,1192.8 1946.85,1192.79 1948.94,1192.77 1951.03,1192.75 1953.13,1192.73 1955.22,1192.72 \n",
       "  1957.31,1192.7 1959.4,1192.68 1961.5,1192.66 1963.59,1192.64 1965.68,1192.61 1967.77,1192.59 1969.87,1192.57 1971.96,1192.55 1974.05,1192.52 1976.14,1192.5 \n",
       "  1978.23,1192.48 1980.33,1192.45 1982.42,1192.43 1984.51,1192.41 1986.6,1192.39 1988.7,1192.36 1990.79,1192.34 1992.88,1192.32 1994.97,1192.3 1997.07,1192.28 \n",
       "  1999.16,1192.25 2001.25,1192.23 2003.34,1192.21 2005.43,1192.19 2007.53,1192.17 2009.62,1192.16 2011.71,1192.14 2013.8,1192.12 2015.9,1192.1 2017.99,1192.09 \n",
       "  2020.08,1192.07 2022.17,1192.05 2024.27,1192.04 2026.36,1192.03 2028.45,1192.01 2030.54,1192 2032.63,1191.99 2034.73,1191.97 2036.82,1191.96 2038.91,1191.95 \n",
       "  2041,1191.94 2043.1,1191.93 2045.19,1191.92 2047.28,1191.91 2049.37,1191.91 2051.47,1191.9 2053.56,1191.89 2055.65,1191.88 2057.74,1191.88 2059.83,1191.87 \n",
       "  2061.93,1191.87 2064.02,1191.86 2066.11,1191.86 2068.2,1191.85 2070.3,1191.84 2072.39,1191.84 2074.48,1191.83 2076.57,1191.83 2078.67,1191.82 2080.76,1191.82 \n",
       "  2082.85,1191.81 2084.94,1191.81 2087.03,1191.8 2089.13,1191.8 2091.22,1191.79 2093.31,1191.78 2095.4,1191.77 2097.5,1191.77 2099.59,1191.76 2101.68,1191.75 \n",
       "  2103.77,1191.74 2105.86,1191.72 2107.96,1191.71 2110.05,1191.7 2112.14,1191.68 2114.23,1191.67 2116.33,1191.65 2118.42,1191.64 2120.51,1191.62 2122.6,1191.6 \n",
       "  2124.7,1191.59 2126.79,1191.57 2128.88,1191.55 2130.97,1191.54 2133.06,1191.52 2135.16,1191.5 2137.25,1191.49 2139.34,1191.47 2141.43,1191.46 2143.53,1191.44 \n",
       "  2145.62,1191.43 2147.71,1191.41 2149.8,1191.4 2151.9,1191.38 2153.99,1191.37 2156.08,1191.36 2158.17,1191.34 2160.26,1191.33 2162.36,1191.32 2164.45,1191.31 \n",
       "  2166.54,1191.3 2168.63,1191.29 2170.73,1191.28 2172.82,1191.27 2174.91,1191.27 2177,1191.26 2179.1,1191.25 2181.19,1191.25 2183.28,1191.24 2185.37,1191.24 \n",
       "  2187.46,1191.23 2189.56,1191.23 2191.65,1191.23 2193.74,1191.22 2195.83,1191.22 2197.93,1191.22 2200.02,1191.22 2202.11,1191.22 2204.2,1191.22 2206.3,1191.22 \n",
       "  2208.39,1191.22 2210.48,1191.22 2212.57,1191.22 2214.66,1191.22 2216.76,1191.22 2218.85,1191.22 2220.94,1191.22 2223.03,1191.23 2225.13,1191.23 2227.22,1191.23 \n",
       "  2229.31,1191.23 2231.4,1191.23 2233.49,1191.23 2235.59,1191.22 2237.68,1191.22 2239.77,1191.22 2241.86,1191.22 2243.96,1191.21 2246.05,1191.21 2248.14,1191.2 \n",
       "  2250.23,1191.2 2252.33,1191.19 2254.42,1191.18 2256.51,1191.17 2258.6,1191.16 2260.69,1191.15 2262.79,1191.14 2264.88,1191.13 2266.97,1191.12 2269.06,1191.11 \n",
       "  2271.16,1191.1 2273.25,1191.09 2275.34,1191.08 2277.43,1191.07 2279.53,1191.07 2281.62,1191.06 2283.71,1191.05 2285.8,1191.04 2287.89,1191.04 2289.99,1191.03 \n",
       "  2292.08,1191.02 2294.17,1191.01 2296.26,1191.01 2298.36,1191 2300.45,1191 2302.54,1190.99 2304.63,1190.98 2306.73,1190.98 2308.82,1190.97 2310.91,1190.97 \n",
       "  2313,1190.96 2315.09,1190.96 2317.19,1190.95 2319.28,1190.95 2321.37,1190.95 2323.46,1190.94 2325.56,1190.94 2327.65,1190.93 2329.74,1190.93 2331.83,1190.93 \n",
       "  2333.93,1190.92 2336.02,1190.92 2338.11,1190.91 2340.2,1190.91 2342.29,1190.91 2344.39,1190.9 2346.48,1190.9 2348.57,1190.89 2350.66,1190.89 2352.76,1190.89 \n",
       "  \n",
       "  \"/>\n",
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       "  262.551,1386.4 262.769,1385.92 262.987,1385.46 263.204,1384.99 263.422,1384.52 263.64,1384.06 263.858,1383.6 264.075,1383.14 264.293,1382.68 264.511,1382.23 \n",
       "  264.729,1381.78 264.946,1381.33 265.164,1380.88 265.382,1380.43 265.6,1379.98 265.818,1379.54 266.035,1379.1 266.253,1378.66 266.471,1378.22 266.689,1377.78 \n",
       "  266.906,1377.35 267.124,1376.92 267.342,1376.49 267.56,1376.06 267.777,1375.63 267.995,1375.2 268.213,1374.78 268.431,1374.36 268.648,1373.94 268.866,1373.52 \n",
       "  269.084,1373.1 269.302,1372.69 269.519,1372.28 269.737,1371.87 269.955,1371.46 270.173,1371.05 270.39,1370.64 270.608,1370.24 270.826,1369.84 271.044,1369.43 \n",
       "  271.261,1369.04 271.479,1368.64 271.697,1368.24 271.915,1367.85 272.132,1367.46 272.35,1367.06 272.568,1366.67 272.786,1366.29 273.003,1365.9 273.221,1365.52 \n",
       "  273.439,1365.13 273.657,1364.75 273.874,1364.37 274.092,1364 274.31,1363.62 274.528,1363.24 274.745,1362.87 274.963,1362.5 275.181,1362.13 275.399,1361.76 \n",
       "  275.616,1361.39 275.834,1361.03 276.052,1360.67 276.27,1360.3 276.487,1359.94 276.705,1359.58 276.923,1359.22 277.141,1358.87 277.358,1358.51 277.576,1358.16 \n",
       "  277.794,1357.81 278.012,1357.46 278.229,1357.11 278.447,1356.76 278.665,1356.42 278.883,1356.07 279.1,1355.73 279.318,1355.39 279.536,1355.05 279.754,1354.71 \n",
       "  279.971,1354.37 280.189,1354.03 280.407,1353.7 280.625,1353.37 280.842,1353.04 281.06,1352.7 281.278,1352.38 281.496,1352.05 281.713,1351.72 281.931,1351.4 \n",
       "  282.149,1351.07 282.367,1350.75 282.584,1350.43 282.802,1350.11 283.02,1349.79 283.238,1349.48 283.455,1349.16 283.673,1348.85 283.891,1348.53 284.109,1348.22 \n",
       "  284.326,1347.91 284.544,1347.6 284.762,1347.3 284.98,1346.99 285.197,1346.69 285.415,1346.38 285.633,1346.08 285.851,1345.78 286.068,1345.48 286.286,1345.18 \n",
       "  286.504,1344.88 286.722,1344.59 286.939,1344.29 287.157,1344 287.375,1343.71 287.593,1343.41 287.81,1343.12 288.028,1342.84 288.246,1342.55 288.464,1342.26 \n",
       "  288.682,1341.98 288.899,1341.69 289.117,1341.41 289.335,1341.13 289.553,1340.85 289.77,1340.57 289.988,1340.29 290.206,1340.01 290.424,1339.74 290.641,1339.46 \n",
       "  290.859,1339.19 291.077,1338.92 291.295,1338.65 291.512,1338.38 291.73,1338.11 291.948,1337.84 292.166,1337.57 292.383,1337.31 292.601,1337.04 292.819,1336.78 \n",
       "  293.037,1336.52 293.254,1336.26 293.472,1336 293.69,1335.74 293.908,1335.48 294.125,1335.22 294.343,1334.97 294.561,1334.71 294.779,1334.46 294.996,1334.21 \n",
       "  295.214,1333.96 295.432,1333.71 295.65,1333.46 295.867,1333.21 296.085,1332.96 296.303,1332.72 296.521,1332.47 296.738,1332.23 296.956,1331.98 297.174,1331.74 \n",
       "  297.392,1331.5 297.609,1331.26 297.827,1331.02 298.045,1330.78 298.263,1330.55 298.48,1330.31 298.698,1330.08 298.916,1329.84 299.134,1329.61 299.351,1329.38 \n",
       "  299.569,1329.15 299.787,1328.92 300.005,1328.69 300.222,1328.46 300.44,1328.23 300.658,1328 300.876,1327.78 301.093,1327.55 301.311,1327.33 301.529,1327.11 \n",
       "  301.747,1326.89 301.964,1326.67 302.182,1326.45 302.4,1326.23 302.618,1326.01 302.835,1325.79 303.053,1325.58 303.271,1325.36 303.489,1325.15 303.706,1324.93 \n",
       "  303.924,1324.72 304.142,1324.51 304.36,1324.3 304.577,1324.09 304.795,1323.88 305.013,1323.67 305.231,1323.47 305.448,1323.26 305.666,1323.06 305.884,1322.85 \n",
       "  306.102,1322.65 306.319,1322.44 306.537,1322.24 306.755,1322.04 306.973,1321.84 307.19,1321.64 307.408,1321.44 307.626,1321.25 307.844,1321.05 308.061,1320.85 \n",
       "  308.279,1320.66 308.497,1320.46 308.715,1320.27 308.932,1320.08 309.15,1319.89 309.368,1319.69 309.586,1319.5 309.803,1319.31 310.021,1319.13 310.239,1318.94 \n",
       "  310.457,1318.75 310.674,1318.56 310.892,1318.38 311.11,1318.19 311.328,1318.01 311.545,1317.83 311.763,1317.64 311.981,1317.46 312.199,1317.28 312.417,1317.1 \n",
       "  312.634,1316.92 312.852,1316.74 313.07,1316.57 313.288,1316.39 313.505,1316.21 313.723,1316.04 313.941,1315.86 314.159,1315.69 314.376,1315.52 314.594,1315.34 \n",
       "  314.812,1315.17 315.03,1315 315.247,1314.83 315.465,1314.66 315.683,1314.49 315.901,1314.32 316.118,1314.15 316.336,1313.99 316.554,1313.82 316.772,1313.66 \n",
       "  316.989,1313.49 317.207,1313.33 317.425,1313.16 317.643,1313 317.86,1312.84 318.078,1312.68 318.296,1312.52 318.514,1312.36 318.731,1312.2 318.949,1312.04 \n",
       "  319.167,1311.88 319.385,1311.73 319.602,1311.57 319.82,1311.41 320.038,1311.26 320.256,1311.1 320.473,1310.95 320.691,1310.8 320.909,1310.64 321.127,1310.49 \n",
       "  321.344,1310.34 321.562,1310.19 321.78,1310.04 321.998,1309.89 322.215,1309.74 322.433,1309.59 322.651,1309.45 322.869,1309.3 323.086,1309.15 323.304,1309.01 \n",
       "  323.522,1308.86 323.74,1308.72 323.957,1308.57 324.175,1308.43 324.393,1308.29 324.611,1308.14 324.828,1308 325.046,1307.86 325.264,1307.72 325.482,1307.58 \n",
       "  325.699,1307.44 325.917,1307.3 326.135,1307.16 326.353,1307.03 326.57,1306.89 326.788,1306.75 327.006,1306.62 327.224,1306.48 327.441,1306.34 327.659,1306.21 \n",
       "  327.877,1306.08 328.095,1305.94 328.312,1305.81 328.53,1305.68 328.748,1305.54 328.966,1305.41 329.183,1305.28 329.401,1305.15 329.619,1305.02 329.837,1304.89 \n",
       "  330.054,1304.76 330.272,1304.63 330.49,1304.5 330.708,1304.38 330.925,1304.25 331.143,1304.12 331.361,1303.99 331.579,1303.87 331.796,1303.74 332.014,1303.62 \n",
       "  332.232,1303.49 332.45,1303.37 332.667,1303.24 332.885,1303.12 333.103,1303 333.321,1302.87 333.538,1302.75 333.756,1302.63 333.974,1302.51 334.192,1302.39 \n",
       "  334.409,1302.27 334.627,1302.15 334.845,1302.03 335.063,1301.91 335.281,1301.79 335.498,1301.67 335.716,1301.55 335.934,1301.43 336.152,1301.31 336.369,1301.2 \n",
       "  336.587,1301.08 336.805,1300.96 337.023,1300.85 337.24,1300.73 337.458,1300.62 337.676,1300.5 337.894,1300.39 338.111,1300.27 338.329,1300.16 338.547,1300.04 \n",
       "  338.765,1299.93 338.982,1299.82 339.2,1299.7 339.418,1299.59 339.636,1299.48 339.853,1299.37 340.071,1299.26 340.289,1299.14 340.507,1299.03 340.724,1298.92 \n",
       "  340.942,1298.81 341.16,1298.7 341.378,1298.59 341.595,1298.48 341.813,1298.38 342.031,1298.27 342.249,1298.16 342.466,1298.05 342.684,1297.94 342.902,1297.83 \n",
       "  343.12,1297.73 343.337,1297.62 343.555,1297.51 343.773,1297.41 343.991,1297.3 344.208,1297.2 344.426,1297.09 344.644,1296.98 344.862,1296.88 345.079,1296.77 \n",
       "  345.297,1296.67 345.515,1296.57 345.733,1296.46 345.95,1296.36 346.168,1296.25 346.386,1296.15 346.604,1296.05 346.821,1295.94 347.039,1295.84 347.257,1295.74 \n",
       "  347.475,1295.64 347.692,1295.54 347.91,1295.43 348.128,1295.33 348.346,1295.23 348.563,1295.13 348.781,1295.03 348.999,1294.93 349.217,1294.83 349.434,1294.73 \n",
       "  349.652,1294.63 349.87,1294.53 350.088,1294.43 350.305,1294.33 350.523,1294.23 350.741,1294.13 350.959,1294.03 351.176,1293.94 351.394,1293.84 351.612,1293.74 \n",
       "  351.83,1293.64 352.047,1293.54 352.265,1293.45 352.483,1293.35 352.701,1293.25 352.918,1293.16 353.136,1293.06 353.354,1292.96 353.572,1292.87 353.789,1292.77 \n",
       "  354.007,1292.67 354.225,1292.58 354.443,1292.48 354.66,1292.39 354.878,1292.29 355.096,1292.2 355.314,1292.1 355.531,1292.01 355.749,1291.91 355.967,1291.82 \n",
       "  356.185,1291.72 356.402,1291.63 356.62,1291.53 356.838,1291.44 357.056,1291.35 357.273,1291.25 357.491,1291.16 357.709,1291.07 357.927,1290.97 358.144,1290.88 \n",
       "  358.362,1290.79 358.58,1290.69 358.798,1290.6 359.016,1290.51 359.233,1290.42 359.451,1290.32 359.669,1290.23 359.887,1290.14 360.104,1290.05 360.322,1289.96 \n",
       "  360.54,1289.86 360.758,1289.77 360.975,1289.68 361.193,1289.59 361.411,1289.5 361.629,1289.41 361.846,1289.32 362.064,1289.23 362.282,1289.14 362.5,1289.05 \n",
       "  362.717,1288.95 362.935,1288.86 363.153,1288.77 363.371,1288.68 363.588,1288.59 363.806,1288.5 364.024,1288.41 364.242,1288.32 364.459,1288.24 364.677,1288.15 \n",
       "  364.895,1288.06 365.113,1287.97 365.33,1287.88 365.548,1287.79 365.766,1287.7 365.984,1287.61 366.201,1287.52 366.419,1287.43 366.637,1287.34 366.855,1287.26 \n",
       "  367.072,1287.17 367.29,1287.08 367.508,1286.99 367.726,1286.9 367.943,1286.81 368.161,1286.72 368.379,1286.64 368.597,1286.55 368.814,1286.46 369.032,1286.37 \n",
       "  369.25,1286.29 369.468,1286.2 369.685,1286.11 369.903,1286.02 370.121,1285.93 370.339,1285.85 370.556,1285.76 370.774,1285.67 370.992,1285.59 371.21,1285.5 \n",
       "  371.427,1285.41 371.645,1285.32 371.863,1285.24 372.081,1285.15 372.298,1285.06 372.516,1284.98 372.734,1284.89 372.952,1284.8 373.169,1284.72 373.387,1284.63 \n",
       "  373.605,1284.54 373.823,1284.46 374.04,1284.37 374.258,1284.28 374.476,1284.2 374.694,1284.11 374.911,1284.02 375.129,1283.94 375.347,1283.85 375.565,1283.77 \n",
       "  375.782,1283.68 376,1283.59 376.218,1283.51 376.436,1283.42 376.653,1283.33 376.871,1283.25 377.089,1283.16 377.307,1283.08 377.524,1282.99 377.742,1282.91 \n",
       "  377.96,1282.82 378.178,1282.73 378.395,1282.65 378.613,1282.56 378.831,1282.48 379.049,1282.39 379.266,1282.31 379.484,1282.22 379.702,1282.13 379.92,1282.05 \n",
       "  380.137,1281.96 380.355,1281.88 380.573,1281.79 380.791,1281.71 381.008,1281.62 381.226,1281.54 381.444,1281.45 381.662,1281.37 381.88,1281.28 382.097,1281.19 \n",
       "  382.315,1281.11 382.533,1281.02 382.751,1280.94 382.968,1280.85 383.186,1280.77 383.404,1280.68 383.622,1280.6 383.839,1280.51 384.057,1280.43 384.275,1280.34 \n",
       "  384.493,1280.26 384.71,1280.17 384.928,1280.09 385.146,1280 385.364,1279.92 385.581,1279.83 385.799,1279.75 386.017,1279.66 386.235,1279.58 386.452,1279.49 \n",
       "  386.67,1279.41 386.888,1279.32 387.106,1279.23 387.323,1279.15 387.541,1279.06 387.759,1278.98 387.977,1278.89 388.194,1278.81 388.412,1278.72 388.63,1278.64 \n",
       "  388.848,1278.55 389.065,1278.47 389.283,1278.38 389.501,1278.3 389.719,1278.21 389.936,1278.13 390.154,1278.04 390.372,1277.96 390.59,1277.87 390.807,1277.79 \n",
       "  391.025,1277.7 391.243,1277.62 391.461,1277.53 391.678,1277.45 391.896,1277.36 392.114,1277.28 392.332,1277.19 392.549,1277.11 392.767,1277.02 392.985,1276.94 \n",
       "  393.203,1276.85 393.42,1276.76 393.638,1276.68 393.856,1276.59 394.074,1276.51 394.291,1276.42 394.509,1276.34 394.727,1276.25 394.945,1276.17 395.162,1276.08 \n",
       "  395.38,1276 395.598,1275.91 395.816,1275.83 396.033,1275.74 396.251,1275.65 396.469,1275.57 396.687,1275.48 396.904,1275.4 397.122,1275.31 397.34,1275.23 \n",
       "  397.558,1275.14 397.775,1275.06 397.993,1274.97 398.211,1274.88 398.429,1274.8 398.646,1274.71 398.864,1274.63 399.082,1274.54 399.3,1274.46 399.517,1274.37 \n",
       "  399.735,1274.28 399.953,1274.2 400.171,1274.11 400.388,1274.03 400.606,1273.94 400.824,1273.85 401.042,1273.77 401.259,1273.68 401.477,1273.6 401.695,1273.51 \n",
       "  401.913,1273.42 402.13,1273.34 402.348,1273.25 402.566,1273.17 402.784,1273.08 403.001,1272.99 403.219,1272.91 403.437,1272.82 403.655,1272.73 403.872,1272.65 \n",
       "  404.09,1272.56 404.308,1272.47 404.526,1272.39 404.743,1272.3 404.961,1272.22 405.179,1272.13 405.397,1272.04 405.615,1271.96 405.832,1271.87 406.05,1271.78 \n",
       "  406.268,1271.7 406.486,1271.61 406.703,1271.52 406.921,1271.44 407.139,1271.35 407.357,1271.26 407.574,1271.17 407.792,1271.09 408.01,1271 408.228,1270.91 \n",
       "  408.445,1270.83 408.663,1270.74 408.881,1270.65 409.099,1270.56 409.316,1270.48 409.534,1270.39 409.752,1270.3 409.97,1270.22 410.187,1270.13 410.405,1270.04 \n",
       "  410.623,1269.95 410.841,1269.87 411.058,1269.78 411.276,1269.69 411.494,1269.6 411.712,1269.52 411.929,1269.43 412.147,1269.34 412.365,1269.25 412.583,1269.16 \n",
       "  412.8,1269.08 413.018,1268.99 413.236,1268.9 413.454,1268.81 413.671,1268.72 413.889,1268.64 414.107,1268.55 414.325,1268.46 414.542,1268.37 414.76,1268.28 \n",
       "  414.978,1268.2 415.196,1268.11 415.413,1268.02 415.631,1267.93 415.849,1267.84 416.067,1267.75 416.284,1267.67 416.502,1267.58 416.72,1267.49 416.938,1267.4 \n",
       "  417.155,1267.31 417.373,1267.22 417.591,1267.13 417.809,1267.04 418.026,1266.96 418.244,1266.87 418.462,1266.78 418.68,1266.69 418.897,1266.6 419.115,1266.51 \n",
       "  419.333,1266.42 419.551,1266.33 419.768,1266.24 419.986,1266.15 420.204,1266.06 420.422,1265.97 420.639,1265.88 420.857,1265.8 421.075,1265.71 421.293,1265.62 \n",
       "  421.51,1265.53 421.728,1265.44 421.946,1265.35 422.164,1265.26 422.381,1265.17 422.599,1265.08 422.817,1264.99 423.035,1264.9 423.252,1264.81 423.47,1264.72 \n",
       "  423.688,1264.63 423.906,1264.54 424.123,1264.45 424.341,1264.36 424.559,1264.27 424.777,1264.18 424.994,1264.09 425.212,1264 425.43,1263.9 425.648,1263.81 \n",
       "  425.865,1263.72 426.083,1263.63 426.301,1263.54 426.519,1263.45 426.736,1263.36 426.954,1263.27 427.172,1263.18 427.39,1263.09 427.607,1263 427.825,1262.91 \n",
       "  428.043,1262.81 428.261,1262.72 428.479,1262.63 428.696,1262.54 428.914,1262.45 429.132,1262.36 429.35,1262.27 429.567,1262.17 429.785,1262.08 430.003,1261.99 \n",
       "  430.221,1261.9 430.438,1261.81 430.656,1261.72 430.874,1261.62 431.092,1261.53 431.309,1261.44 431.527,1261.35 431.745,1261.26 431.963,1261.16 432.18,1261.07 \n",
       "  432.398,1260.98 432.616,1260.89 432.834,1260.8 433.051,1260.7 433.269,1260.61 433.487,1260.52 433.705,1260.43 433.922,1260.33 434.14,1260.24 434.358,1260.15 \n",
       "  434.576,1260.06 434.793,1259.96 435.011,1259.87 435.229,1259.78 435.447,1259.68 435.664,1259.59 435.882,1259.5 436.1,1259.4 436.318,1259.31 436.535,1259.22 \n",
       "  436.753,1259.13 436.971,1259.03 437.189,1258.94 437.406,1258.85 437.624,1258.75 437.842,1258.66 438.06,1258.56 438.277,1258.47 438.495,1258.38 438.713,1258.28 \n",
       "  438.931,1258.19 439.148,1258.1 439.366,1258 439.584,1257.91 439.802,1257.81 440.019,1257.72 440.237,1257.63 440.455,1257.53 440.673,1257.44 440.89,1257.34 \n",
       "  441.108,1257.25 441.326,1257.15 441.544,1257.06 441.761,1256.96 441.979,1256.87 442.197,1256.78 442.415,1256.68 442.632,1256.59 442.85,1256.49 443.068,1256.4 \n",
       "  443.286,1256.3 443.503,1256.21 443.721,1256.11 443.939,1256.02 444.157,1255.92 444.374,1255.83 444.592,1255.73 444.81,1255.63 445.028,1255.54 445.245,1255.44 \n",
       "  445.463,1255.35 445.681,1255.25 445.899,1255.16 446.116,1255.06 446.334,1254.97 446.552,1254.87 446.77,1254.77 446.987,1254.68 447.205,1254.58 447.423,1254.49 \n",
       "  447.641,1254.39 447.858,1254.29 448.076,1254.2 448.294,1254.1 448.512,1254 448.729,1253.91 448.947,1253.81 449.165,1253.71 449.383,1253.62 449.6,1253.52 \n",
       "  449.818,1253.42 450.036,1253.33 450.254,1253.23 450.471,1253.13 450.689,1253.04 450.907,1252.94 451.125,1252.84 451.342,1252.75 451.56,1252.65 451.778,1252.55 \n",
       "  451.996,1252.45 452.214,1252.36 452.431,1252.26 452.649,1252.16 452.867,1252.06 453.085,1251.97 453.302,1251.87 453.52,1251.77 453.738,1251.67 453.956,1251.58 \n",
       "  454.173,1251.48 454.391,1251.38 454.609,1251.28 454.827,1251.18 455.044,1251.09 455.262,1250.99 455.48,1250.89 455.698,1250.79 455.915,1250.69 456.133,1250.59 \n",
       "  456.351,1250.5 456.569,1250.4 456.786,1250.3 457.004,1250.2 457.222,1250.1 457.44,1250 457.657,1249.9 457.875,1249.81 458.093,1249.71 458.311,1249.61 \n",
       "  458.528,1249.51 458.746,1249.41 458.964,1249.31 459.182,1249.21 459.399,1249.11 459.617,1249.01 459.835,1248.91 460.053,1248.81 460.27,1248.71 460.488,1248.61 \n",
       "  460.706,1248.51 460.924,1248.41 461.141,1248.31 461.359,1248.21 461.577,1248.11 461.795,1248.01 462.012,1247.91 462.23,1247.81 462.448,1247.71 462.666,1247.61 \n",
       "  462.883,1247.51 463.101,1247.41 463.319,1247.31 463.537,1247.21 463.754,1247.11 463.972,1247.01 464.19,1246.91 464.408,1246.81 464.625,1246.71 464.843,1246.61 \n",
       "  465.061,1246.51 465.279,1246.41 465.496,1246.31 465.714,1246.2 465.932,1246.1 466.15,1246 466.367,1245.9 466.585,1245.8 466.803,1245.7 467.021,1245.6 \n",
       "  467.238,1245.49 467.456,1245.39 467.674,1245.29 467.892,1245.19 468.109,1245.09 468.327,1244.99 468.545,1244.88 468.763,1244.78 468.98,1244.68 469.198,1244.58 \n",
       "  469.416,1244.48 469.634,1244.37 469.851,1244.27 470.069,1244.17 470.287,1244.07 470.505,1243.96 470.722,1243.86 470.94,1243.76 471.158,1243.66 471.376,1243.55 \n",
       "  471.593,1243.45 471.811,1243.35 472.029,1243.25 472.247,1243.14 472.464,1243.04 472.682,1242.94 472.9,1242.83 473.118,1242.73 473.335,1242.63 473.553,1242.52 \n",
       "  473.771,1242.42 473.989,1242.32 474.206,1242.21 474.424,1242.11 474.642,1242.01 474.86,1241.9 475.078,1241.8 475.295,1241.69 475.513,1241.59 475.731,1241.49 \n",
       "  475.949,1241.38 476.166,1241.28 476.384,1241.17 476.602,1241.07 476.82,1240.97 477.037,1240.86 477.255,1240.76 477.473,1240.65 477.691,1240.55 477.908,1240.44 \n",
       "  478.126,1240.34 478.344,1240.23 478.562,1240.13 478.779,1240.02 478.997,1239.92 479.215,1239.82 479.433,1239.71 479.65,1239.61 479.868,1239.5 480.086,1239.39 \n",
       "  480.304,1239.29 480.521,1239.18 480.739,1239.08 480.957,1238.97 481.175,1238.87 481.392,1238.76 481.61,1238.66 481.828,1238.55 482.046,1238.44 482.263,1238.34 \n",
       "  482.481,1238.23 482.699,1238.13 482.917,1238.02 483.134,1237.92 483.352,1237.81 483.57,1237.7 483.788,1237.6 484.005,1237.49 484.223,1237.38 484.441,1237.28 \n",
       "  484.659,1237.17 484.876,1237.06 485.094,1236.96 485.312,1236.85 485.53,1236.74 485.747,1236.64 485.965,1236.53 486.183,1236.42 486.401,1236.32 486.618,1236.21 \n",
       "  486.836,1236.1 487.054,1235.99 487.272,1235.89 487.489,1235.78 487.707,1235.67 487.925,1235.57 488.143,1235.46 488.36,1235.35 488.578,1235.24 488.796,1235.13 \n",
       "  489.014,1235.03 489.231,1234.92 489.449,1234.81 489.667,1234.7 489.885,1234.59 490.102,1234.49 490.32,1234.38 490.538,1234.27 490.756,1234.16 490.973,1234.05 \n",
       "  491.191,1233.94 491.409,1233.84 491.627,1233.73 491.844,1233.62 492.062,1233.51 492.28,1233.4 492.498,1233.29 492.715,1233.18 492.933,1233.08 493.151,1232.97 \n",
       "  493.369,1232.86 493.586,1232.75 493.804,1232.64 494.022,1232.53 494.24,1232.42 494.457,1232.31 494.675,1232.2 494.893,1232.09 495.111,1231.98 495.328,1231.87 \n",
       "  495.546,1231.76 495.764,1231.65 495.982,1231.54 496.199,1231.43 496.417,1231.32 496.635,1231.21 496.853,1231.1 497.07,1230.99 497.288,1230.88 497.506,1230.77 \n",
       "  497.724,1230.66 497.941,1230.55 498.159,1230.44 498.377,1230.33 498.595,1230.22 498.813,1230.11 499.03,1230 499.248,1229.89 499.466,1229.78 499.684,1229.66 \n",
       "  499.901,1229.55 500.119,1229.44 500.337,1229.33 500.555,1229.22 500.772,1229.11 500.99,1229 501.208,1228.89 501.426,1228.77 501.643,1228.66 501.861,1228.55 \n",
       "  502.079,1228.44 502.297,1228.33 502.514,1228.22 502.732,1228.1 502.95,1227.99 503.168,1227.88 503.385,1227.77 503.603,1227.66 503.821,1227.54 504.039,1227.43 \n",
       "  504.256,1227.32 504.474,1227.21 504.692,1227.09 504.91,1226.98 505.127,1226.87 505.345,1226.76 505.563,1226.64 505.781,1226.53 505.998,1226.42 506.216,1226.31 \n",
       "  506.434,1226.19 506.652,1226.08 506.869,1225.97 507.087,1225.85 507.305,1225.74 507.523,1225.63 507.74,1225.51 507.958,1225.4 508.176,1225.29 508.394,1225.17 \n",
       "  508.611,1225.06 508.829,1224.94 509.047,1224.83 509.265,1224.72 509.482,1224.6 509.7,1224.49 509.918,1224.38 510.136,1224.26 510.353,1224.15 510.571,1224.03 \n",
       "  510.789,1223.92 511.007,1223.8 511.224,1223.69 511.442,1223.58 511.66,1223.46 511.878,1223.35 512.095,1223.23 512.313,1223.12 512.531,1223 512.749,1222.89 \n",
       "  512.966,1222.77 513.184,1222.66 513.402,1222.54 513.62,1222.43 513.837,1222.31 514.055,1222.2 514.273,1222.08 514.491,1221.96 514.708,1221.85 514.926,1221.73 \n",
       "  515.144,1221.62 515.362,1221.5 515.579,1221.39 515.797,1221.27 516.015,1221.15 516.233,1221.04 516.45,1220.92 516.668,1220.81 516.886,1220.69 517.104,1220.57 \n",
       "  517.321,1220.46 517.539,1220.34 517.757,1220.23 517.975,1220.11 518.192,1219.99 518.41,1219.88 518.628,1219.76 518.846,1219.64 519.063,1219.53 519.281,1219.41 \n",
       "  519.499,1219.29 519.717,1219.17 519.934,1219.06 520.152,1218.94 520.37,1218.82 520.588,1218.71 520.805,1218.59 521.023,1218.47 521.241,1218.35 521.459,1218.24 \n",
       "  521.677,1218.12 521.894,1218 522.112,1217.88 522.33,1217.76 522.548,1217.65 522.765,1217.53 522.983,1217.41 523.201,1217.29 523.419,1217.17 523.636,1217.06 \n",
       "  523.854,1216.94 524.072,1216.82 524.29,1216.7 524.507,1216.58 524.725,1216.46 524.943,1216.34 525.161,1216.23 525.378,1216.11 525.596,1215.99 525.814,1215.87 \n",
       "  526.032,1215.75 526.249,1215.63 526.467,1215.51 526.685,1215.39 526.903,1215.27 527.12,1215.15 527.338,1215.04 527.556,1214.92 527.774,1214.8 527.991,1214.68 \n",
       "  528.209,1214.56 528.427,1214.44 528.645,1214.32 528.862,1214.2 529.08,1214.08 529.298,1213.96 529.516,1213.84 529.733,1213.72 529.951,1213.6 530.169,1213.48 \n",
       "  530.387,1213.36 530.604,1213.24 530.822,1213.12 531.04,1212.99 531.258,1212.87 531.475,1212.75 531.693,1212.63 531.911,1212.51 532.129,1212.39 532.346,1212.27 \n",
       "  532.564,1212.15 532.782,1212.03 533,1211.91 533.217,1211.79 533.435,1211.66 533.653,1211.54 533.871,1211.42 534.088,1211.3 534.306,1211.18 534.524,1211.06 \n",
       "  534.742,1210.94 534.959,1210.81 535.177,1210.69 535.395,1210.57 535.613,1210.45 535.83,1210.33 536.048,1210.2 536.266,1210.08 536.484,1209.96 536.701,1209.84 \n",
       "  536.919,1209.71 537.137,1209.59 537.355,1209.47 537.572,1209.35 537.79,1209.22 538.008,1209.1 538.226,1208.98 538.443,1208.86 538.661,1208.73 538.879,1208.61 \n",
       "  539.097,1208.49 539.314,1208.36 539.532,1208.24 539.75,1208.12 539.968,1207.99 540.185,1207.87 540.403,1207.75 540.621,1207.62 540.839,1207.5 541.056,1207.38 \n",
       "  541.274,1207.25 541.492,1207.13 541.71,1207 541.927,1206.88 542.145,1206.76 542.363,1206.63 542.581,1206.51 542.798,1206.38 543.016,1206.26 543.234,1206.13 \n",
       "  543.452,1206.01 543.669,1205.89 543.887,1205.76 544.105,1205.64 544.323,1205.51 544.54,1205.39 544.758,1205.26 544.976,1205.14 545.194,1205.01 545.412,1204.89 \n",
       "  545.629,1204.76 545.847,1204.64 546.065,1204.51 546.283,1204.39 546.5,1204.26 546.718,1204.14 546.936,1204.01 547.154,1203.88 547.371,1203.76 547.589,1203.63 \n",
       "  547.807,1203.51 548.025,1203.38 548.242,1203.25 548.46,1203.13 548.678,1203 548.896,1202.88 549.113,1202.75 549.331,1202.62 549.549,1202.5 549.767,1202.37 \n",
       "  549.984,1202.24 550.202,1202.12 550.42,1201.99 550.638,1201.86 550.855,1201.74 551.073,1201.61 551.291,1201.48 551.509,1201.36 551.726,1201.23 551.944,1201.1 \n",
       "  552.162,1200.97 552.38,1200.85 552.597,1200.72 552.815,1200.59 553.033,1200.47 553.251,1200.34 553.468,1200.21 553.686,1200.08 553.904,1199.95 554.122,1199.83 \n",
       "  554.339,1199.7 554.557,1199.57 554.775,1199.44 554.993,1199.31 555.21,1199.19 555.428,1199.06 555.646,1198.93 555.864,1198.8 556.081,1198.67 556.299,1198.54 \n",
       "  556.517,1198.42 556.735,1198.29 556.952,1198.16 557.17,1198.03 557.388,1197.9 557.606,1197.77 557.823,1197.64 558.041,1197.51 558.259,1197.38 558.477,1197.25 \n",
       "  558.694,1197.13 558.912,1197 559.13,1196.87 559.348,1196.74 559.565,1196.61 559.783,1196.48 560.001,1196.35 560.219,1196.22 560.436,1196.09 560.654,1195.96 \n",
       "  560.872,1195.83 561.09,1195.7 561.307,1195.57 561.525,1195.44 561.743,1195.31 561.961,1195.18 562.178,1195.05 562.396,1194.92 562.614,1194.78 562.832,1194.65 \n",
       "  563.049,1194.52 563.267,1194.39 563.485,1194.26 563.703,1194.13 563.92,1194 564.138,1193.87 564.356,1193.74 564.574,1193.61 564.791,1193.47 565.009,1193.34 \n",
       "  565.227,1193.21 565.445,1193.08 565.662,1192.95 565.88,1192.82 566.098,1192.69 566.316,1192.55 566.533,1192.42 566.751,1192.29 566.969,1192.16 567.187,1192.03 \n",
       "  567.404,1191.89 567.622,1191.76 567.84,1191.63 568.058,1191.5 568.276,1191.36 568.493,1191.23 568.711,1191.1 568.929,1190.97 569.147,1190.83 569.364,1190.7 \n",
       "  569.582,1190.57 569.8,1190.43 570.018,1190.3 570.235,1190.17 570.453,1190.04 570.671,1189.9 570.889,1189.77 571.106,1189.64 571.324,1189.5 571.542,1189.37 \n",
       "  571.76,1189.24 571.977,1189.1 572.195,1188.97 572.413,1188.83 572.631,1188.7 572.848,1188.57 573.066,1188.43 573.284,1188.3 573.502,1188.16 573.719,1188.03 \n",
       "  573.937,1187.9 574.155,1187.76 574.373,1187.63 574.59,1187.49 574.808,1187.36 575.026,1187.22 575.244,1187.09 575.461,1186.95 575.679,1186.82 575.897,1186.68 \n",
       "  576.115,1186.55 576.332,1186.41 576.55,1186.28 576.768,1186.14 576.986,1186.01 577.203,1185.87 577.421,1185.74 577.639,1185.6 577.857,1185.47 578.074,1185.33 \n",
       "  578.292,1185.19 578.51,1185.06 578.728,1184.92 578.945,1184.79 579.163,1184.65 579.381,1184.51 579.599,1184.38 579.816,1184.24 580.034,1184.11 580.252,1183.97 \n",
       "  580.47,1183.83 580.687,1183.7 580.905,1183.56 581.123,1183.42 581.341,1183.29 581.558,1183.15 581.776,1183.01 581.994,1182.88 582.212,1182.74 582.429,1182.6 \n",
       "  582.647,1182.46 582.865,1182.33 583.083,1182.19 583.3,1182.05 583.518,1181.91 583.736,1181.78 583.954,1181.64 584.171,1181.5 584.389,1181.36 584.607,1181.23 \n",
       "  584.825,1181.09 585.042,1180.95 585.26,1180.81 585.478,1180.67 585.696,1180.54 585.913,1180.4 586.131,1180.26 586.349,1180.12 586.567,1179.98 586.784,1179.84 \n",
       "  587.002,1179.7 587.22,1179.57 587.438,1179.43 587.655,1179.29 587.873,1179.15 588.091,1179.01 588.309,1178.87 588.526,1178.73 588.744,1178.59 588.962,1178.45 \n",
       "  589.18,1178.31 589.397,1178.18 589.615,1178.04 589.833,1177.9 590.051,1177.76 590.268,1177.62 590.486,1177.48 590.704,1177.34 590.922,1177.2 591.139,1177.06 \n",
       "  591.357,1176.92 591.575,1176.78 591.793,1176.64 592.011,1176.5 592.228,1176.36 592.446,1176.22 592.664,1176.07 592.882,1175.93 593.099,1175.79 593.317,1175.65 \n",
       "  593.535,1175.51 593.753,1175.37 593.97,1175.23 594.188,1175.09 594.406,1174.95 594.624,1174.81 594.841,1174.67 595.059,1174.52 595.277,1174.38 595.495,1174.24 \n",
       "  595.712,1174.1 595.93,1173.96 596.148,1173.82 596.366,1173.67 596.583,1173.53 596.801,1173.39 597.019,1173.25 597.237,1173.11 597.454,1172.96 597.672,1172.82 \n",
       "  597.89,1172.68 598.108,1172.54 598.325,1172.4 598.543,1172.25 598.761,1172.11 598.979,1171.97 599.196,1171.82 599.414,1171.68 599.632,1171.54 599.85,1171.4 \n",
       "  600.067,1171.25 600.285,1171.11 600.503,1170.97 600.721,1170.82 600.938,1170.68 601.156,1170.54 601.374,1170.39 601.592,1170.25 601.809,1170.11 602.027,1169.96 \n",
       "  602.245,1169.82 602.463,1169.68 602.68,1169.53 602.898,1169.39 603.116,1169.24 603.334,1169.1 603.551,1168.96 603.769,1168.81 603.987,1168.67 604.205,1168.52 \n",
       "  604.422,1168.38 604.64,1168.23 604.858,1168.09 605.076,1167.94 605.293,1167.8 605.511,1167.65 605.729,1167.51 605.947,1167.36 606.164,1167.22 606.382,1167.07 \n",
       "  606.6,1166.93 606.818,1166.78 607.035,1166.64 607.253,1166.49 607.471,1166.35 607.689,1166.2 607.906,1166.06 608.124,1165.91 608.342,1165.76 608.56,1165.62 \n",
       "  608.777,1165.47 608.995,1165.33 609.213,1165.18 609.431,1165.03 609.648,1164.89 609.866,1164.74 610.084,1164.6 610.302,1164.45 610.519,1164.3 610.737,1164.16 \n",
       "  610.955,1164.01 611.173,1163.86 611.39,1163.72 611.608,1163.57 611.826,1163.42 612.044,1163.27 612.261,1163.13 612.479,1162.98 612.697,1162.83 612.915,1162.68 \n",
       "  613.132,1162.54 613.35,1162.39 613.568,1162.24 613.786,1162.09 614.003,1161.95 614.221,1161.8 614.439,1161.65 614.657,1161.5 614.875,1161.36 615.092,1161.21 \n",
       "  615.31,1161.06 615.528,1160.91 615.746,1160.76 615.963,1160.61 616.181,1160.47 616.399,1160.32 616.617,1160.17 616.834,1160.02 617.052,1159.87 617.27,1159.72 \n",
       "  617.488,1159.57 617.705,1159.42 617.923,1159.28 618.141,1159.13 618.359,1158.98 618.576,1158.83 618.794,1158.68 619.012,1158.53 619.23,1158.38 619.447,1158.23 \n",
       "  619.665,1158.08 619.883,1157.93 620.101,1157.78 620.318,1157.63 620.536,1157.48 620.754,1157.33 620.972,1157.18 621.189,1157.03 621.407,1156.88 621.625,1156.73 \n",
       "  621.843,1156.58 622.06,1156.43 622.278,1156.28 622.496,1156.13 622.714,1155.98 622.931,1155.83 623.149,1155.67 623.367,1155.52 623.585,1155.37 623.802,1155.22 \n",
       "  624.02,1155.07 624.238,1154.92 624.456,1154.77 624.673,1154.62 624.891,1154.47 625.109,1154.31 625.327,1154.16 625.544,1154.01 625.762,1153.86 625.98,1153.71 \n",
       "  626.198,1153.55 626.415,1153.4 626.633,1153.25 626.851,1153.1 627.069,1152.95 627.286,1152.79 627.504,1152.64 627.722,1152.49 627.94,1152.34 628.157,1152.18 \n",
       "  628.375,1152.03 628.593,1151.88 628.811,1151.73 629.028,1151.57 629.246,1151.42 629.464,1151.27 629.682,1151.11 629.899,1150.96 630.117,1150.81 630.335,1150.65 \n",
       "  630.553,1150.5 630.77,1150.35 630.988,1150.19 631.206,1150.04 631.424,1149.89 631.641,1149.73 631.859,1149.58 632.077,1149.43 632.295,1149.27 632.512,1149.12 \n",
       "  632.73,1148.96 632.948,1148.81 633.166,1148.65 633.383,1148.5 633.601,1148.35 633.819,1148.19 634.037,1148.04 634.254,1147.88 634.472,1147.73 634.69,1147.57 \n",
       "  634.908,1147.42 635.125,1147.26 635.343,1147.11 635.561,1146.95 635.779,1146.8 635.996,1146.64 636.214,1146.49 636.432,1146.33 636.65,1146.18 636.867,1146.02 \n",
       "  637.085,1145.86 637.303,1145.71 637.521,1145.55 637.738,1145.4 637.956,1145.24 638.174,1145.08 638.392,1144.93 638.61,1144.77 638.827,1144.62 639.045,1144.46 \n",
       "  639.263,1144.3 639.481,1144.15 639.698,1143.99 639.916,1143.83 640.134,1143.68 640.352,1143.52 640.569,1143.36 640.787,1143.21 641.005,1143.05 641.223,1142.89 \n",
       "  641.44,1142.73 641.658,1142.58 641.876,1142.42 642.094,1142.26 642.311,1142.11 642.529,1141.95 642.747,1141.79 642.965,1141.63 643.182,1141.47 643.4,1141.32 \n",
       "  643.618,1141.16 643.836,1141 644.053,1140.84 644.271,1140.68 644.489,1140.53 644.707,1140.37 644.924,1140.21 645.142,1140.05 645.36,1139.89 645.578,1139.73 \n",
       "  645.795,1139.58 646.013,1139.42 646.231,1139.26 646.449,1139.1 646.666,1138.94 646.884,1138.78 647.102,1138.62 647.32,1138.46 647.537,1138.3 647.755,1138.14 \n",
       "  647.973,1137.98 648.191,1137.83 648.408,1137.67 648.626,1137.51 648.844,1137.35 649.062,1137.19 649.279,1137.03 649.497,1136.87 649.715,1136.71 649.933,1136.55 \n",
       "  650.15,1136.39 650.368,1136.23 650.586,1136.07 650.804,1135.91 651.021,1135.74 651.239,1135.58 651.457,1135.42 651.675,1135.26 651.892,1135.1 652.11,1134.94 \n",
       "  652.328,1134.78 652.546,1134.62 652.763,1134.46 652.981,1134.3 653.199,1134.14 653.417,1133.97 653.634,1133.81 653.852,1133.65 654.07,1133.49 654.288,1133.33 \n",
       "  654.505,1133.17 654.723,1133.01 654.941,1132.84 655.159,1132.68 655.376,1132.52 655.594,1132.36 655.812,1132.2 656.03,1132.03 656.247,1131.87 656.465,1131.71 \n",
       "  656.683,1131.55 656.901,1131.38 657.118,1131.22 657.336,1131.06 657.554,1130.9 657.772,1130.73 657.989,1130.57 658.207,1130.41 658.425,1130.24 658.643,1130.08 \n",
       "  658.86,1129.92 659.078,1129.75 659.296,1129.59 659.514,1129.43 659.731,1129.26 659.949,1129.1 660.167,1128.94 660.385,1128.77 660.602,1128.61 660.82,1128.44 \n",
       "  661.038,1128.28 661.256,1128.12 661.474,1127.95 661.691,1127.79 661.909,1127.62 662.127,1127.46 662.345,1127.3 662.562,1127.13 662.78,1126.97 662.998,1126.8 \n",
       "  663.216,1126.64 663.433,1126.47 663.651,1126.31 663.869,1126.14 664.087,1125.98 664.304,1125.81 664.522,1125.65 664.74,1125.48 664.958,1125.32 665.175,1125.15 \n",
       "  665.393,1124.99 665.611,1124.82 665.829,1124.65 666.046,1124.49 666.264,1124.32 666.482,1124.16 666.7,1123.99 666.917,1123.83 667.135,1123.66 667.353,1123.49 \n",
       "  667.571,1123.33 667.788,1123.16 668.006,1122.99 668.224,1122.83 668.442,1122.66 668.659,1122.49 668.877,1122.33 669.095,1122.16 669.313,1121.99 669.53,1121.83 \n",
       "  669.748,1121.66 669.966,1121.49 670.184,1121.33 670.401,1121.16 670.619,1120.99 670.837,1120.82 671.055,1120.66 671.272,1120.49 671.49,1120.32 671.708,1120.15 \n",
       "  671.926,1119.99 672.143,1119.82 672.361,1119.65 672.579,1119.48 672.797,1119.31 673.014,1119.15 673.232,1118.98 673.45,1118.81 673.668,1118.64 673.885,1118.47 \n",
       "  674.103,1118.3 674.321,1118.14 674.539,1117.97 674.756,1117.8 674.974,1117.63 675.192,1117.46 675.41,1117.29 675.627,1117.12 675.845,1116.95 676.063,1116.78 \n",
       "  676.281,1116.61 676.498,1116.45 676.716,1116.28 676.934,1116.11 677.152,1115.94 677.369,1115.77 677.587,1115.6 677.805,1115.43 678.023,1115.26 678.24,1115.09 \n",
       "  678.458,1114.92 678.676,1114.75 678.894,1114.58 679.111,1114.41 679.329,1114.24 679.547,1114.07 679.765,1113.9 679.982,1113.73 680.2,1113.55 680.418,1113.38 \n",
       "  680.636,1113.21 680.853,1113.04 681.071,1112.87 681.289,1112.7 681.507,1112.53 681.724,1112.36 681.942,1112.19 682.16,1112.02 682.378,1111.84 682.595,1111.67 \n",
       "  682.813,1111.5 683.031,1111.33 683.249,1111.16 683.466,1110.99 683.684,1110.81 683.902,1110.64 684.12,1110.47 684.337,1110.3 684.555,1110.13 684.773,1109.95 \n",
       "  684.991,1109.78 685.209,1109.61 685.426,1109.44 685.644,1109.26 685.862,1109.09 686.08,1108.92 686.297,1108.75 686.515,1108.57 686.733,1108.4 686.951,1108.23 \n",
       "  687.168,1108.05 687.386,1107.88 687.604,1107.71 687.822,1107.53 688.039,1107.36 688.257,1107.19 688.475,1107.01 688.693,1106.84 688.91,1106.67 689.128,1106.49 \n",
       "  689.346,1106.32 689.564,1106.15 689.781,1105.97 689.999,1105.8 690.217,1105.62 690.435,1105.45 690.652,1105.28 690.87,1105.1 691.088,1104.93 691.306,1104.75 \n",
       "  691.523,1104.58 691.741,1104.4 691.959,1104.23 692.177,1104.05 692.394,1103.88 692.612,1103.7 692.83,1103.53 693.048,1103.35 693.265,1103.18 693.483,1103 \n",
       "  693.701,1102.83 693.919,1102.65 694.136,1102.48 694.354,1102.3 694.572,1102.13 694.79,1101.95 695.007,1101.77 695.225,1101.6 695.443,1101.42 695.661,1101.25 \n",
       "  695.878,1101.07 696.096,1100.89 696.314,1100.72 696.532,1100.54 696.749,1100.36 696.967,1100.19 697.185,1100.01 697.403,1099.83 697.62,1099.66 697.838,1099.48 \n",
       "  698.056,1099.3 698.274,1099.13 698.491,1098.95 698.709,1098.77 698.927,1098.6 699.145,1098.42 699.362,1098.24 699.58,1098.06 699.798,1097.89 700.016,1097.71 \n",
       "  700.233,1097.53 700.451,1097.35 700.669,1097.18 700.887,1097 701.104,1096.82 701.322,1096.64 701.54,1096.46 701.758,1096.29 701.975,1096.11 702.193,1095.93 \n",
       "  702.411,1095.75 702.629,1095.57 702.846,1095.39 703.064,1095.22 703.282,1095.04 703.5,1094.86 703.717,1094.68 703.935,1094.5 704.153,1094.32 704.371,1094.14 \n",
       "  704.588,1093.96 704.806,1093.78 705.024,1093.61 705.242,1093.43 705.459,1093.25 705.677,1093.07 705.895,1092.89 706.113,1092.71 706.33,1092.53 706.548,1092.35 \n",
       "  706.766,1092.17 706.984,1091.99 707.201,1091.81 707.419,1091.63 707.637,1091.45 707.855,1091.27 708.073,1091.09 708.29,1090.91 708.508,1090.73 708.726,1090.55 \n",
       "  708.944,1090.37 709.161,1090.19 709.379,1090 709.597,1089.82 709.815,1089.64 710.032,1089.46 710.25,1089.28 710.468,1089.1 710.686,1088.92 710.903,1088.74 \n",
       "  711.121,1088.56 711.339,1088.37 711.557,1088.19 711.774,1088.01 711.992,1087.83 712.21,1087.65 712.428,1087.47 712.645,1087.28 712.863,1087.1 713.081,1086.92 \n",
       "  713.299,1086.74 713.516,1086.56 713.734,1086.37 713.952,1086.19 714.17,1086.01 714.387,1085.83 714.605,1085.64 714.823,1085.46 715.041,1085.28 715.258,1085.1 \n",
       "  715.476,1084.91 715.694,1084.73 715.912,1084.55 716.129,1084.36 716.347,1084.18 716.565,1084 716.783,1083.81 717,1083.63 717.218,1083.45 717.436,1083.26 \n",
       "  717.654,1083.08 717.871,1082.9 718.089,1082.71 718.307,1082.53 718.525,1082.34 718.742,1082.16 718.96,1081.98 719.178,1081.79 719.396,1081.61 719.613,1081.42 \n",
       "  719.831,1081.24 720.049,1081.05 720.267,1080.87 720.484,1080.69 720.702,1080.5 720.92,1080.32 721.138,1080.13 721.355,1079.95 721.573,1079.76 721.791,1079.58 \n",
       "  722.009,1079.39 722.226,1079.21 722.444,1079.02 722.662,1078.84 722.88,1078.65 723.097,1078.46 723.315,1078.28 723.533,1078.09 723.751,1077.91 723.968,1077.72 \n",
       "  724.186,1077.54 724.404,1077.35 724.622,1077.16 724.839,1076.98 725.057,1076.79 725.275,1076.61 725.493,1076.42 725.71,1076.23 725.928,1076.05 726.146,1075.86 \n",
       "  726.364,1075.67 726.581,1075.49 726.799,1075.3 727.017,1075.11 727.235,1074.93 727.452,1074.74 727.67,1074.55 727.888,1074.37 728.106,1074.18 728.323,1073.99 \n",
       "  728.541,1073.8 728.759,1073.62 728.977,1073.43 729.194,1073.24 729.412,1073.05 729.63,1072.87 729.848,1072.68 730.065,1072.49 730.283,1072.3 730.501,1072.11 \n",
       "  730.719,1071.93 730.936,1071.74 731.154,1071.55 731.372,1071.36 731.59,1071.17 731.808,1070.98 732.025,1070.8 732.243,1070.61 732.461,1070.42 732.679,1070.23 \n",
       "  732.896,1070.04 733.114,1069.85 733.332,1069.66 733.55,1069.47 733.767,1069.28 733.985,1069.1 734.203,1068.91 734.421,1068.72 734.638,1068.53 734.856,1068.34 \n",
       "  735.074,1068.15 735.292,1067.96 735.509,1067.77 735.727,1067.58 735.945,1067.39 736.163,1067.2 736.38,1067.01 736.598,1066.82 736.816,1066.63 737.034,1066.44 \n",
       "  737.251,1066.25 737.469,1066.06 737.687,1065.87 737.905,1065.68 738.122,1065.49 738.34,1065.3 738.558,1065.11 738.776,1064.91 738.993,1064.72 739.211,1064.53 \n",
       "  739.429,1064.34 739.647,1064.15 739.864,1063.96 740.082,1063.77 740.3,1063.58 740.518,1063.39 740.735,1063.19 740.953,1063 741.171,1062.81 741.389,1062.62 \n",
       "  741.606,1062.43 741.824,1062.24 742.042,1062.04 742.26,1061.85 742.477,1061.66 742.695,1061.47 742.913,1061.27 743.131,1061.08 743.348,1060.89 743.566,1060.7 \n",
       "  743.784,1060.51 744.002,1060.31 744.219,1060.12 744.437,1059.93 744.655,1059.73 744.873,1059.54 745.09,1059.35 745.308,1059.16 745.526,1058.96 745.744,1058.77 \n",
       "  745.961,1058.58 746.179,1058.38 746.397,1058.19 746.615,1058 746.832,1057.8 747.05,1057.61 747.268,1057.41 747.486,1057.22 747.703,1057.03 747.921,1056.83 \n",
       "  748.139,1056.64 748.357,1056.45 748.574,1056.25 748.792,1056.06 749.01,1055.86 749.228,1055.67 749.445,1055.47 749.663,1055.28 749.881,1055.09 750.099,1054.89 \n",
       "  750.316,1054.7 750.534,1054.5 750.752,1054.31 750.97,1054.11 751.187,1053.92 751.405,1053.72 751.623,1053.53 751.841,1053.33 752.058,1053.14 752.276,1052.94 \n",
       "  752.494,1052.74 752.712,1052.55 752.929,1052.35 753.147,1052.16 753.365,1051.96 753.583,1051.77 753.8,1051.57 754.018,1051.37 754.236,1051.18 754.454,1050.98 \n",
       "  754.672,1050.79 754.889,1050.59 755.107,1050.39 755.325,1050.2 755.543,1050 755.76,1049.8 755.978,1049.61 756.196,1049.41 756.414,1049.21 756.631,1049.02 \n",
       "  756.849,1048.82 757.067,1048.62 757.285,1048.43 757.502,1048.23 757.72,1048.03 757.938,1047.84 758.156,1047.64 758.373,1047.44 758.591,1047.24 758.809,1047.05 \n",
       "  759.027,1046.85 759.244,1046.65 759.462,1046.45 759.68,1046.26 759.898,1046.06 760.115,1045.86 760.333,1045.66 760.551,1045.46 760.769,1045.26 760.986,1045.07 \n",
       "  761.204,1044.87 761.422,1044.67 761.64,1044.47 761.857,1044.27 762.075,1044.07 762.293,1043.88 762.511,1043.68 762.728,1043.48 762.946,1043.28 763.164,1043.08 \n",
       "  763.382,1042.88 763.599,1042.68 763.817,1042.48 764.035,1042.28 764.253,1042.08 764.47,1041.89 764.688,1041.69 764.906,1041.49 765.124,1041.29 765.341,1041.09 \n",
       "  765.559,1040.89 765.777,1040.69 765.995,1040.49 766.212,1040.29 766.43,1040.09 766.648,1039.89 766.866,1039.69 767.083,1039.49 767.301,1039.29 767.519,1039.09 \n",
       "  767.737,1038.89 767.954,1038.69 768.172,1038.48 768.39,1038.28 768.608,1038.08 768.825,1037.88 769.043,1037.68 769.261,1037.48 769.479,1037.28 769.696,1037.08 \n",
       "  769.914,1036.88 770.132,1036.68 770.35,1036.48 770.567,1036.27 770.785,1036.07 771.003,1035.87 771.221,1035.67 771.438,1035.47 771.656,1035.27 771.874,1035.06 \n",
       "  772.092,1034.86 772.309,1034.66 772.527,1034.46 772.745,1034.26 772.963,1034.05 773.18,1033.85 773.398,1033.65 773.616,1033.45 773.834,1033.24 774.051,1033.04 \n",
       "  774.269,1032.84 774.487,1032.64 774.705,1032.43 774.922,1032.23 775.14,1032.03 775.358,1031.83 775.576,1031.62 775.793,1031.42 776.011,1031.22 776.229,1031.01 \n",
       "  776.447,1030.81 776.664,1030.61 776.882,1030.4 777.1,1030.2 777.318,1030 777.535,1029.79 777.753,1029.59 777.971,1029.39 778.189,1029.18 778.407,1028.98 \n",
       "  778.624,1028.77 778.842,1028.57 779.06,1028.37 779.278,1028.16 779.495,1027.96 779.713,1027.75 779.931,1027.55 780.149,1027.34 780.366,1027.14 780.584,1026.93 \n",
       "  780.802,1026.73 781.02,1026.53 781.237,1026.32 781.455,1026.12 781.673,1025.91 781.891,1025.71 782.108,1025.5 782.326,1025.3 782.544,1025.09 782.762,1024.89 \n",
       "  782.979,1024.68 783.197,1024.47 783.415,1024.27 783.633,1024.06 783.85,1023.86 784.068,1023.65 784.286,1023.45 784.504,1023.24 784.721,1023.03 784.939,1022.83 \n",
       "  785.157,1022.62 785.375,1022.42 785.592,1022.21 785.81,1022 786.028,1021.8 786.246,1021.59 786.463,1021.38 786.681,1021.18 786.899,1020.97 787.117,1020.76 \n",
       "  787.334,1020.56 787.552,1020.35 787.77,1020.14 787.988,1019.94 788.205,1019.73 788.423,1019.52 788.641,1019.32 788.859,1019.11 789.076,1018.9 789.294,1018.69 \n",
       "  789.512,1018.49 789.73,1018.28 789.947,1018.07 790.165,1017.86 790.383,1017.66 790.601,1017.45 790.818,1017.24 791.036,1017.03 791.254,1016.83 791.472,1016.62 \n",
       "  791.689,1016.41 791.907,1016.2 792.125,1015.99 792.343,1015.78 792.56,1015.58 792.778,1015.37 792.996,1015.16 793.214,1014.95 793.431,1014.74 793.649,1014.53 \n",
       "  793.867,1014.32 794.085,1014.12 794.302,1013.91 794.52,1013.7 794.738,1013.49 794.956,1013.28 795.173,1013.07 795.391,1012.86 795.609,1012.65 795.827,1012.44 \n",
       "  796.044,1012.23 796.262,1012.02 796.48,1011.81 796.698,1011.6 796.915,1011.39 797.133,1011.19 797.351,1010.98 797.569,1010.77 797.786,1010.56 798.004,1010.35 \n",
       "  798.222,1010.14 798.44,1009.93 798.657,1009.71 798.875,1009.5 799.093,1009.29 799.311,1009.08 799.528,1008.87 799.746,1008.66 799.964,1008.45 800.182,1008.24 \n",
       "  800.399,1008.03 800.617,1007.82 800.835,1007.61 801.053,1007.4 801.271,1007.19 801.488,1006.98 801.706,1006.76 801.924,1006.55 802.142,1006.34 802.359,1006.13 \n",
       "  802.577,1005.92 802.795,1005.71 803.013,1005.5 803.23,1005.28 803.448,1005.07 803.666,1004.86 803.884,1004.65 804.101,1004.44 804.319,1004.22 804.537,1004.01 \n",
       "  804.755,1003.8 804.972,1003.59 805.19,1003.38 805.408,1003.16 805.626,1002.95 805.843,1002.74 806.061,1002.53 806.279,1002.31 806.497,1002.1 806.714,1001.89 \n",
       "  806.932,1001.68 807.15,1001.46 807.368,1001.25 807.585,1001.04 807.803,1000.82 808.021,1000.61 808.239,1000.4 808.456,1000.18 808.674,999.972 808.892,999.758 \n",
       "  809.11,999.545 809.327,999.331 809.545,999.118 809.763,998.904 809.981,998.691 810.198,998.477 810.416,998.263 810.634,998.049 810.852,997.835 811.069,997.621 \n",
       "  811.287,997.407 811.505,997.193 811.723,996.979 811.94,996.765 812.158,996.55 812.376,996.336 812.594,996.121 812.811,995.907 813.029,995.692 813.247,995.478 \n",
       "  813.465,995.263 813.682,995.048 813.9,994.833 814.118,994.618 814.336,994.403 814.553,994.188 814.771,993.973 814.989,993.758 815.207,993.543 815.424,993.328 \n",
       "  815.642,993.112 815.86,992.897 816.078,992.681 816.295,992.466 816.513,992.25 816.731,992.034 816.949,991.819 817.166,991.603 817.384,991.387 817.602,991.171 \n",
       "  817.82,990.955 818.037,990.739 818.255,990.523 818.473,990.307 818.691,990.091 818.908,989.874 819.126,989.658 819.344,989.441 819.562,989.225 819.779,989.008 \n",
       "  819.997,988.792 820.215,988.575 820.433,988.358 820.65,988.141 820.868,987.925 821.086,987.708 821.304,987.491 821.521,987.274 821.739,987.056 821.957,986.839 \n",
       "  822.175,986.622 822.392,986.405 822.61,986.187 822.828,985.97 823.046,985.752 823.263,985.535 823.481,985.317 823.699,985.099 823.917,984.882 824.134,984.664 \n",
       "  824.352,984.446 824.57,984.228 824.788,984.01 825.006,983.792 825.223,983.574 825.441,983.356 825.659,983.137 825.877,982.919 826.094,982.701 826.312,982.482 \n",
       "  826.53,982.264 826.748,982.045 826.965,981.826 827.183,981.608 827.401,981.389 827.619,981.17 827.836,980.951 828.054,980.732 828.272,980.513 828.49,980.294 \n",
       "  828.707,980.075 828.925,979.856 829.143,979.637 829.361,979.417 829.578,979.198 829.796,978.979 830.014,978.759 830.232,978.539 830.449,978.32 830.667,978.1 \n",
       "  830.885,977.88 831.103,977.661 831.32,977.441 831.538,977.221 831.756,977.001 831.974,976.781 832.191,976.561 832.409,976.34 832.627,976.12 832.845,975.9 \n",
       "  833.062,975.68 833.28,975.459 833.498,975.239 833.716,975.018 833.933,974.798 834.151,974.577 834.369,974.356 834.587,974.135 834.804,973.915 835.022,973.694 \n",
       "  835.24,973.473 835.458,973.252 835.675,973.031 835.893,972.81 836.111,972.588 836.329,972.367 836.546,972.146 836.764,971.924 836.982,971.703 837.2,971.481 \n",
       "  837.417,971.26 837.635,971.038 837.853,970.817 838.071,970.595 838.288,970.373 838.506,970.151 838.724,969.929 838.942,969.707 839.159,969.485 839.377,969.263 \n",
       "  839.595,969.041 839.813,968.819 840.03,968.596 840.248,968.374 840.466,968.152 840.684,967.929 840.901,967.707 841.119,967.484 841.337,967.262 841.555,967.039 \n",
       "  841.772,966.816 841.99,966.593 842.208,966.37 842.426,966.148 842.643,965.925 842.861,965.702 843.079,965.478 843.297,965.255 843.514,965.032 843.732,964.809 \n",
       "  843.95,964.585 844.168,964.362 844.385,964.139 844.603,963.915 844.821,963.691 845.039,963.468 845.256,963.244 845.474,963.02 845.692,962.797 845.91,962.573 \n",
       "  846.127,962.349 846.345,962.125 846.563,961.901 846.781,961.677 846.998,961.453 847.216,961.228 847.434,961.004 847.652,960.78 847.87,960.555 848.087,960.331 \n",
       "  848.305,960.106 848.523,959.882 848.741,959.657 848.958,959.433 849.176,959.208 849.394,958.983 849.612,958.758 849.829,958.533 850.047,958.308 850.265,958.083 \n",
       "  850.483,957.858 850.7,957.633 850.918,957.408 851.136,957.183 851.354,956.957 851.571,956.732 851.789,956.507 852.007,956.281 852.225,956.056 852.442,955.83 \n",
       "  852.66,955.605 852.878,955.379 853.096,955.153 853.313,954.927 853.531,954.701 853.749,954.475 853.967,954.25 854.184,954.023 854.402,953.797 854.62,953.571 \n",
       "  854.838,953.345 855.055,953.119 855.273,952.892 855.491,952.666 855.709,952.44 855.926,952.213 856.144,951.987 856.362,951.76 856.58,951.533 856.797,951.307 \n",
       "  857.015,951.08 857.233,950.853 857.451,950.626 857.668,950.399 857.886,950.172 858.104,949.945 858.322,949.718 858.539,949.491 858.757,949.264 858.975,949.037 \n",
       "  859.193,948.809 859.41,948.582 859.628,948.354 859.846,948.127 860.064,947.899 860.281,947.672 860.499,947.444 860.717,947.217 860.935,946.989 861.152,946.761 \n",
       "  861.37,946.533 861.588,946.305 861.806,946.077 862.023,945.849 862.241,945.621 862.459,945.393 862.677,945.165 862.894,944.937 863.112,944.708 863.33,944.48 \n",
       "  863.548,944.252 863.765,944.023 863.983,943.795 864.201,943.566 864.419,943.337 864.636,943.109 864.854,942.88 865.072,942.651 865.29,942.422 865.507,942.193 \n",
       "  865.725,941.965 865.943,941.736 866.161,941.506 866.378,941.277 866.596,941.048 866.814,940.819 867.032,940.59 867.249,940.36 867.467,940.131 867.685,939.902 \n",
       "  867.903,939.672 868.12,939.443 868.338,939.213 868.556,938.983 868.774,938.754 868.991,938.524 869.209,938.294 869.427,938.064 869.645,937.834 869.862,937.605 \n",
       "  870.08,937.375 870.298,937.144 870.516,936.914 870.733,936.684 870.951,936.454 871.169,936.224 871.387,935.993 871.605,935.763 871.822,935.533 872.04,935.302 \n",
       "  872.258,935.072 872.476,934.841 872.693,934.61 872.911,934.38 873.129,934.149 873.347,933.918 873.564,933.687 873.782,933.457 874,933.226 874.218,932.995 \n",
       "  874.435,932.764 874.653,932.532 874.871,932.301 875.089,932.07 875.306,931.839 875.524,931.608 875.742,931.376 875.96,931.145 876.177,930.913 876.395,930.682 \n",
       "  876.613,930.45 876.831,930.219 877.048,929.987 877.266,929.755 877.484,929.524 877.702,929.292 877.919,929.06 878.137,928.828 878.355,928.596 878.573,928.364 \n",
       "  878.79,928.132 879.008,927.9 879.226,927.668 879.444,927.436 879.661,927.203 879.879,926.971 880.097,926.739 880.315,926.506 880.532,926.274 880.75,926.041 \n",
       "  880.968,925.809 881.186,925.576 881.403,925.344 881.621,925.111 881.839,924.878 882.057,924.645 882.274,924.412 882.492,924.18 882.71,923.947 882.928,923.714 \n",
       "  883.145,923.481 883.363,923.248 883.581,923.014 883.799,922.781 884.016,922.548 884.234,922.315 884.452,922.081 884.67,921.848 884.887,921.614 885.105,921.381 \n",
       "  885.323,921.147 885.541,920.914 885.758,920.68 885.976,920.447 886.194,920.213 886.412,919.979 886.629,919.745 886.847,919.511 887.065,919.277 887.283,919.043 \n",
       "  887.5,918.809 887.718,918.575 887.936,918.341 888.154,918.107 888.371,917.873 888.589,917.639 888.807,917.404 889.025,917.17 889.242,916.936 889.46,916.701 \n",
       "  889.678,916.467 889.896,916.232 890.113,915.998 890.331,915.763 890.549,915.528 890.767,915.294 890.984,915.059 891.202,914.824 891.42,914.589 891.638,914.354 \n",
       "  891.855,914.119 892.073,913.884 892.291,913.649 892.509,913.414 892.726,913.179 892.944,912.944 893.162,912.708 893.38,912.473 893.597,912.238 893.815,912.003 \n",
       "  894.033,911.767 894.251,911.532 894.469,911.296 894.686,911.061 894.904,910.825 895.122,910.589 895.34,910.354 895.557,910.118 895.775,909.882 895.993,909.646 \n",
       "  896.211,909.41 896.428,909.174 896.646,908.938 896.864,908.702 897.082,908.466 897.299,908.23 897.517,907.994 897.735,907.758 897.953,907.522 898.17,907.285 \n",
       "  898.388,907.049 898.606,906.813 898.824,906.576 899.041,906.34 899.259,906.103 899.477,905.867 899.695,905.63 899.912,905.393 900.13,905.157 900.348,904.92 \n",
       "  900.566,904.683 900.783,904.446 901.001,904.21 901.219,903.973 901.437,903.736 901.654,903.499 901.872,903.262 902.09,903.025 902.308,902.787 902.525,902.55 \n",
       "  902.743,902.313 902.961,902.076 903.179,901.839 903.396,901.601 903.614,901.364 903.832,901.126 904.05,900.889 904.267,900.651 904.485,900.414 904.703,900.176 \n",
       "  904.921,899.939 905.138,899.701 905.356,899.463 905.574,899.225 905.792,898.988 906.009,898.75 906.227,898.512 906.445,898.274 906.663,898.036 906.88,897.798 \n",
       "  907.098,897.56 907.316,897.322 907.534,897.083 907.751,896.845 907.969,896.607 908.187,896.369 908.405,896.13 908.622,895.892 908.84,895.654 909.058,895.415 \n",
       "  909.276,895.177 909.493,894.938 909.711,894.7 909.929,894.461 910.147,894.222 910.364,893.984 910.582,893.745 910.8,893.506 911.018,893.267 911.235,893.028 \n",
       "  911.453,892.789 911.671,892.551 911.889,892.312 912.106,892.073 912.324,891.833 912.542,891.594 912.76,891.355 912.977,891.116 913.195,890.877 913.413,890.638 \n",
       "  913.631,890.398 913.848,890.159 914.066,889.919 914.284,889.68 914.502,889.441 914.719,889.201 914.937,888.961 915.155,888.722 915.373,888.482 915.59,888.243 \n",
       "  915.808,888.003 916.026,887.763 916.244,887.523 916.461,887.283 916.679,887.044 916.897,886.804 917.115,886.564 917.332,886.324 917.55,886.084 917.768,885.844 \n",
       "  917.986,885.604 918.204,885.363 918.421,885.123 918.639,884.883 918.857,884.643 919.075,884.402 919.292,884.162 919.51,883.922 919.728,883.681 919.946,883.441 \n",
       "  920.163,883.2 920.381,882.96 920.599,882.719 920.817,882.479 921.034,882.238 921.252,881.997 921.47,881.757 921.688,881.516 921.905,881.275 922.123,881.034 \n",
       "  922.341,880.793 922.559,880.552 922.776,880.312 922.994,880.071 923.212,879.83 923.43,879.588 923.647,879.347 923.865,879.106 924.083,878.865 924.301,878.624 \n",
       "  924.518,878.383 924.736,878.141 924.954,877.9 925.172,877.659 925.389,877.417 925.607,877.176 925.825,876.934 926.043,876.693 926.26,876.451 926.478,876.21 \n",
       "  926.696,875.968 926.914,875.727 927.131,875.485 927.349,875.243 927.567,875.001 927.785,874.76 928.002,874.518 928.22,874.276 928.438,874.034 928.656,873.792 \n",
       "  928.873,873.55 929.091,873.308 929.309,873.066 929.527,872.824 929.744,872.582 929.962,872.34 930.18,872.098 930.398,871.855 930.615,871.613 930.833,871.371 \n",
       "  931.051,871.128 931.269,870.886 931.486,870.644 931.704,870.401 931.922,870.159 932.14,869.916 932.357,869.674 932.575,869.431 932.793,869.189 933.011,868.946 \n",
       "  933.228,868.703 933.446,868.461 933.664,868.218 933.882,867.975 934.099,867.732 934.317,867.49 934.535,867.247 934.753,867.004 934.97,866.761 935.188,866.518 \n",
       "  935.406,866.275 935.624,866.032 935.841,865.789 936.059,865.546 936.277,865.302 936.495,865.059 936.712,864.816 936.93,864.573 937.148,864.33 937.366,864.086 \n",
       "  937.583,863.843 937.801,863.6 938.019,863.356 938.237,863.113 938.454,862.869 938.672,862.626 938.89,862.382 939.108,862.139 939.325,861.895 939.543,861.651 \n",
       "  939.761,861.408 939.979,861.164 940.196,860.92 940.414,860.677 940.632,860.433 940.85,860.189 941.068,859.945 941.285,859.701 941.503,859.457 941.721,859.213 \n",
       "  941.939,858.97 942.156,858.726 942.374,858.481 942.592,858.237 942.81,857.993 943.027,857.749 943.245,857.505 943.463,857.261 943.681,857.017 943.898,856.772 \n",
       "  944.116,856.528 944.334,856.284 944.552,856.039 944.769,855.795 944.987,855.551 945.205,855.306 945.423,855.062 945.64,854.817 945.858,854.573 946.076,854.328 \n",
       "  946.294,854.084 946.511,853.839 946.729,853.594 946.947,853.35 947.165,853.105 947.382,852.86 947.6,852.615 947.818,852.371 948.036,852.126 948.253,851.881 \n",
       "  948.471,851.636 948.689,851.391 948.907,851.146 949.124,850.901 949.342,850.656 949.56,850.411 949.778,850.166 949.995,849.921 950.213,849.676 950.431,849.431 \n",
       "  950.649,849.186 950.866,848.94 951.084,848.695 951.302,848.45 951.52,848.205 951.737,847.959 951.955,847.714 952.173,847.469 952.391,847.223 952.608,846.978 \n",
       "  952.826,846.732 953.044,846.487 953.262,846.241 953.479,845.996 953.697,845.75 953.915,845.505 954.133,845.259 954.35,845.014 954.568,844.768 954.786,844.522 \n",
       "  955.004,844.276 955.221,844.031 955.439,843.785 955.657,843.539 955.875,843.293 956.092,843.047 956.31,842.802 956.528,842.556 956.746,842.31 956.963,842.064 \n",
       "  957.181,841.818 957.399,841.572 957.617,841.326 957.834,841.08 958.052,840.834 958.27,840.587 958.488,840.341 958.705,840.095 958.923,839.849 959.141,839.603 \n",
       "  959.359,839.357 959.576,839.11 959.794,838.864 960.012,838.618 960.23,838.371 960.447,838.125 960.665,837.879 960.883,837.632 961.101,837.386 961.318,837.139 \n",
       "  961.536,836.893 961.754,836.646 961.972,836.4 962.189,836.153 962.407,835.907 962.625,835.66 962.843,835.413 963.06,835.167 963.278,834.92 963.496,834.673 \n",
       "  963.714,834.426 963.931,834.18 964.149,833.933 964.367,833.686 964.585,833.439 964.803,833.192 965.02,832.946 965.238,832.699 965.456,832.452 965.674,832.205 \n",
       "  965.891,831.958 966.109,831.711 966.327,831.464 966.545,831.217 966.762,830.97 966.98,830.723 967.198,830.476 967.416,830.228 967.633,829.981 967.851,829.734 \n",
       "  968.069,829.487 968.287,829.24 968.504,828.992 968.722,828.745 968.94,828.498 969.158,828.251 969.375,828.003 969.593,827.756 969.811,827.509 970.029,827.261 \n",
       "  970.246,827.014 970.464,826.766 970.682,826.519 970.9,826.271 971.117,826.024 971.335,825.776 971.553,825.529 971.771,825.281 971.988,825.034 972.206,824.786 \n",
       "  972.424,824.538 972.642,824.291 972.859,824.043 973.077,823.795 973.295,823.548 973.513,823.3 973.73,823.052 973.948,822.804 974.166,822.557 974.384,822.309 \n",
       "  974.601,822.061 974.819,821.813 975.037,821.565 975.255,821.317 975.472,821.069 975.69,820.822 975.908,820.574 976.126,820.326 976.343,820.078 976.561,819.83 \n",
       "  976.779,819.582 976.997,819.334 977.214,819.085 977.432,818.837 977.65,818.589 977.868,818.341 978.085,818.093 978.303,817.845 978.521,817.597 978.739,817.349 \n",
       "  978.956,817.1 979.174,816.852 979.392,816.604 979.61,816.356 979.827,816.107 980.045,815.859 980.263,815.611 980.481,815.362 980.698,815.114 980.916,814.866 \n",
       "  981.134,814.617 981.352,814.369 981.569,814.12 981.787,813.872 982.005,813.623 982.223,813.375 982.44,813.126 982.658,812.878 982.876,812.629 983.094,812.381 \n",
       "  983.311,812.132 983.529,811.884 983.747,811.635 983.965,811.386 984.182,811.138 984.4,810.889 984.618,810.641 984.836,810.392 985.053,810.143 985.271,809.894 \n",
       "  985.489,809.646 985.707,809.397 985.924,809.148 986.142,808.899 986.36,808.651 986.578,808.402 986.795,808.153 987.013,807.904 987.231,807.655 987.449,807.406 \n",
       "  987.667,807.157 987.884,806.909 988.102,806.66 988.32,806.411 988.538,806.162 988.755,805.913 988.973,805.664 989.191,805.415 989.409,805.166 989.626,804.917 \n",
       "  989.844,804.668 990.062,804.419 990.28,804.17 990.497,803.921 990.715,803.672 990.933,803.422 991.151,803.173 991.368,802.924 991.586,802.675 991.804,802.426 \n",
       "  992.022,802.177 992.239,801.927 992.457,801.678 992.675,801.429 992.893,801.18 993.11,800.931 993.328,800.681 993.546,800.432 993.764,800.183 993.981,799.933 \n",
       "  994.199,799.684 994.417,799.435 994.635,799.185 994.852,798.936 995.07,798.687 995.288,798.437 995.506,798.188 995.723,797.939 995.941,797.689 996.159,797.44 \n",
       "  996.377,797.19 996.594,796.941 996.812,796.691 997.03,796.442 997.248,796.193 997.465,795.943 997.683,795.694 997.901,795.444 998.119,795.194 998.336,794.945 \n",
       "  998.554,794.695 998.772,794.446 998.99,794.196 999.207,793.947 999.425,793.697 999.643,793.447 999.861,793.198 1000.08,792.948 1000.3,792.699 1000.51,792.449 \n",
       "  1000.73,792.199 1000.95,791.95 1001.17,791.7 1001.38,791.45 1001.6,791.201 1001.82,790.951 1002.04,790.701 1002.26,790.451 1002.47,790.202 1002.69,789.952 \n",
       "  1002.91,789.702 1003.13,789.452 1003.34,789.203 1003.56,788.953 1003.78,788.703 1004,788.453 1004.22,788.203 1004.43,787.954 1004.65,787.704 1004.87,787.454 \n",
       "  1005.09,787.204 1005.3,786.954 1005.52,786.704 1005.74,786.454 1005.96,786.205 1006.18,785.955 1006.39,785.705 1006.61,785.455 1006.83,785.205 1007.05,784.955 \n",
       "  1007.26,784.705 1007.48,784.455 1007.7,784.205 1007.92,783.955 1008.14,783.705 1008.35,783.455 1008.57,783.205 1008.79,782.955 1009.01,782.705 1009.22,782.455 \n",
       "  1009.44,782.205 1009.66,781.955 1009.88,781.705 1010.09,781.455 1010.31,781.205 1010.53,780.955 1010.75,780.705 1010.97,780.455 1011.18,780.205 1011.4,779.955 \n",
       "  1011.62,779.705 1011.84,779.455 1012.05,779.205 1012.27,778.955 1012.49,778.704 1012.71,778.454 1012.93,778.204 1013.14,777.954 1013.36,777.704 1013.58,777.454 \n",
       "  1013.8,777.204 1014.01,776.954 1014.23,776.703 1014.45,776.453 1014.67,776.203 1014.89,775.953 1015.1,775.703 1015.32,775.453 1015.54,775.202 1015.76,774.952 \n",
       "  1015.97,774.702 1016.19,774.452 1016.41,774.202 1016.63,773.951 1016.85,773.701 1017.06,773.451 1017.28,773.201 1017.5,772.951 1017.72,772.7 1017.93,772.45 \n",
       "  1018.15,772.2 1018.37,771.95 1018.59,771.699 1018.81,771.449 1019.02,771.199 1019.24,770.949 1019.46,770.698 1019.68,770.448 1019.89,770.198 1020.11,769.948 \n",
       "  1020.33,769.697 1020.55,769.447 1020.76,769.197 1020.98,768.947 1021.2,768.696 1021.42,768.446 1021.64,768.196 1021.85,767.945 1022.07,767.695 1022.29,767.445 \n",
       "  1022.51,767.195 1022.72,766.944 1022.94,766.694 1023.16,766.444 1023.38,766.193 1023.6,765.943 1023.81,765.693 1024.03,765.442 1024.25,765.192 1024.47,764.942 \n",
       "  1024.68,764.692 1024.9,764.441 1025.12,764.191 1025.34,763.941 1025.56,763.69 1025.77,763.44 1025.99,763.19 1026.21,762.939 1026.43,762.689 1026.64,762.439 \n",
       "  1026.86,762.188 1027.08,761.938 1027.3,761.688 1027.52,761.437 1027.73,761.187 1027.95,760.937 1028.17,760.686 1028.39,760.436 1028.6,760.186 1028.82,759.935 \n",
       "  1029.04,759.685 1029.26,759.435 1029.47,759.184 1029.69,758.934 1029.91,758.684 1030.13,758.434 1030.35,758.183 1030.56,757.933 1030.78,757.683 1031,757.432 \n",
       "  1031.22,757.182 1031.43,756.932 1031.65,756.681 1031.87,756.431 1032.09,756.181 1032.31,755.93 1032.52,755.68 1032.74,755.43 1032.96,755.179 1033.18,754.929 \n",
       "  1033.39,754.679 1033.61,754.429 1033.83,754.178 1034.05,753.928 1034.27,753.678 1034.48,753.427 1034.7,753.177 1034.92,752.927 1035.14,752.676 1035.35,752.426 \n",
       "  1035.57,752.176 1035.79,751.926 1036.01,751.675 1036.23,751.425 1036.44,751.175 1036.66,750.925 1036.88,750.674 1037.1,750.424 1037.31,750.174 1037.53,749.924 \n",
       "  1037.75,749.673 1037.97,749.423 1038.19,749.173 1038.4,748.923 1038.62,748.672 1038.84,748.422 1039.06,748.172 1039.27,747.922 1039.49,747.671 1039.71,747.421 \n",
       "  1039.93,747.171 1040.14,746.921 1040.36,746.671 1040.58,746.42 1040.8,746.17 1041.02,745.92 1041.23,745.67 1041.45,745.42 1041.67,745.17 1041.89,744.919 \n",
       "  1042.1,744.669 1042.32,744.419 1042.54,744.169 1042.76,743.919 1042.98,743.669 1043.19,743.418 1043.41,743.168 1043.63,742.918 1043.85,742.668 1044.06,742.418 \n",
       "  1044.28,742.168 1044.5,741.918 1044.72,741.668 1044.94,741.418 1045.15,741.168 1045.37,740.917 1045.59,740.667 1045.81,740.417 1046.02,740.167 1046.24,739.917 \n",
       "  1046.46,739.667 1046.68,739.417 1046.9,739.167 1047.11,738.917 1047.33,738.667 1047.55,738.417 1047.77,738.167 1047.98,737.917 1048.2,737.667 1048.42,737.417 \n",
       "  1048.64,737.167 1048.85,736.917 1049.07,736.667 1049.29,736.417 1049.51,736.167 1049.73,735.917 1049.94,735.668 1050.16,735.418 1050.38,735.168 1050.6,734.918 \n",
       "  1050.81,734.668 1051.03,734.418 1051.25,734.168 1051.47,733.918 1051.69,733.668 1051.9,733.419 1052.12,733.169 1052.34,732.919 1052.56,732.669 1052.77,732.419 \n",
       "  1052.99,732.17 1053.21,731.92 1053.43,731.67 1053.65,731.42 1053.86,731.17 1054.08,730.921 1054.3,730.671 1054.52,730.421 1054.73,730.171 1054.95,729.922 \n",
       "  1055.17,729.672 1055.39,729.422 1055.61,729.173 1055.82,728.923 1056.04,728.673 1056.26,728.424 1056.48,728.174 1056.69,727.924 1056.91,727.675 1057.13,727.425 \n",
       "  1057.35,727.176 1057.57,726.926 1057.78,726.676 1058,726.427 1058.22,726.177 1058.44,725.928 1058.65,725.678 1058.87,725.429 1059.09,725.179 1059.31,724.93 \n",
       "  1059.52,724.68 1059.74,724.431 1059.96,724.181 1060.18,723.932 1060.4,723.682 1060.61,723.433 1060.83,723.184 1061.05,722.934 1061.27,722.685 1061.48,722.435 \n",
       "  1061.7,722.186 1061.92,721.937 1062.14,721.687 1062.36,721.438 1062.57,721.189 1062.79,720.94 1063.01,720.69 1063.23,720.441 1063.44,720.192 1063.66,719.942 \n",
       "  1063.88,719.693 1064.1,719.444 1064.32,719.195 1064.53,718.946 1064.75,718.696 1064.97,718.447 1065.19,718.198 1065.4,717.949 1065.62,717.7 1065.84,717.451 \n",
       "  1066.06,717.202 1066.28,716.953 1066.49,716.704 1066.71,716.454 1066.93,716.205 1067.15,715.956 1067.36,715.707 1067.58,715.458 1067.8,715.209 1068.02,714.96 \n",
       "  1068.23,714.712 1068.45,714.463 1068.67,714.214 1068.89,713.965 1069.11,713.716 1069.32,713.467 1069.54,713.218 1069.76,712.969 1069.98,712.721 1070.19,712.472 \n",
       "  1070.41,712.223 1070.63,711.974 1070.85,711.725 1071.07,711.477 1071.28,711.228 1071.5,710.979 1071.72,710.731 1071.94,710.482 1072.15,710.233 1072.37,709.985 \n",
       "  1072.59,709.736 1072.81,709.487 1073.03,709.239 1073.24,708.99 1073.46,708.742 1073.68,708.493 1073.9,708.245 1074.11,707.996 1074.33,707.748 1074.55,707.499 \n",
       "  1074.77,707.251 1074.99,707.002 1075.2,706.754 1075.42,706.505 1075.64,706.257 1075.86,706.009 1076.07,705.76 1076.29,705.512 1076.51,705.264 1076.73,705.015 \n",
       "  1076.94,704.767 1077.16,704.519 1077.38,704.27 1077.6,704.022 1077.82,703.774 1078.03,703.526 1078.25,703.278 1078.47,703.03 1078.69,702.781 1078.9,702.533 \n",
       "  1079.12,702.285 1079.34,702.037 1079.56,701.789 1079.78,701.541 1079.99,701.293 1080.21,701.045 1080.43,700.797 1080.65,700.549 1080.86,700.301 1081.08,700.053 \n",
       "  1081.3,699.805 1081.52,699.558 1081.74,699.31 1081.95,699.062 1082.17,698.814 1082.39,698.566 1082.61,698.318 1082.82,698.071 1083.04,697.823 1083.26,697.575 \n",
       "  1083.48,697.328 1083.7,697.08 1083.91,696.832 1084.13,696.585 1084.35,696.337 1084.57,696.089 1084.78,695.842 1085,695.594 1085.22,695.347 1085.44,695.099 \n",
       "  1085.66,694.852 1085.87,694.604 1086.09,694.357 1086.31,694.109 1086.53,693.862 1086.74,693.615 1086.96,693.367 1087.18,693.12 1087.4,692.873 1087.61,692.625 \n",
       "  1087.83,692.378 1088.05,692.131 1088.27,691.884 1088.49,691.637 1088.7,691.389 1088.92,691.142 1089.14,690.895 1089.36,690.648 1089.57,690.401 1089.79,690.154 \n",
       "  1090.01,689.907 1090.23,689.66 1090.45,689.413 1090.66,689.166 1090.88,688.919 1091.1,688.672 1091.32,688.425 1091.53,688.178 1091.75,687.931 1091.97,687.685 \n",
       "  1092.19,687.438 1092.41,687.191 1092.62,686.944 1092.84,686.697 1093.06,686.451 1093.28,686.204 1093.49,685.957 1093.71,685.711 1093.93,685.464 1094.15,685.218 \n",
       "  1094.37,684.971 1094.58,684.725 1094.8,684.478 1095.02,684.232 1095.24,683.985 1095.45,683.739 1095.67,683.492 1095.89,683.246 1096.11,683 1096.32,682.753 \n",
       "  1096.54,682.507 1096.76,682.261 1096.98,682.014 1097.2,681.768 1097.41,681.522 1097.63,681.276 1097.85,681.03 1098.07,680.783 1098.28,680.537 1098.5,680.291 \n",
       "  1098.72,680.045 1098.94,679.799 1099.16,679.553 1099.37,679.307 1099.59,679.061 1099.81,678.815 1100.03,678.57 1100.24,678.324 1100.46,678.078 1100.68,677.832 \n",
       "  1100.9,677.586 1101.12,677.34 1101.33,677.095 1101.55,676.849 1101.77,676.603 1101.99,676.358 1102.2,676.112 1102.42,675.867 1102.64,675.621 1102.86,675.375 \n",
       "  1103.08,675.13 1103.29,674.884 1103.51,674.639 1103.73,674.394 1103.95,674.148 1104.16,673.903 1104.38,673.658 1104.6,673.412 1104.82,673.167 1105.04,672.922 \n",
       "  1105.25,672.676 1105.47,672.431 1105.69,672.186 1105.91,671.941 1106.12,671.696 1106.34,671.451 1106.56,671.206 1106.78,670.961 1106.99,670.716 1107.21,670.471 \n",
       "  1107.43,670.226 1107.65,669.981 1107.87,669.736 1108.08,669.491 1108.3,669.246 1108.52,669.002 1108.74,668.757 1108.95,668.512 1109.17,668.267 1109.39,668.023 \n",
       "  1109.61,667.778 1109.83,667.534 1110.04,667.289 1110.26,667.044 1110.48,666.8 1110.7,666.555 1110.91,666.311 1111.13,666.067 1111.35,665.822 1111.57,665.578 \n",
       "  1111.79,665.334 1112,665.089 1112.22,664.845 1112.44,664.601 1112.66,664.356 1112.87,664.112 1113.09,663.868 1113.31,663.624 1113.53,663.38 1113.75,663.136 \n",
       "  1113.96,662.892 1114.18,662.648 1114.4,662.404 1114.62,662.16 1114.83,661.916 1115.05,661.672 1115.27,661.429 1115.49,661.185 1115.7,660.941 1115.92,660.697 \n",
       "  1116.14,660.454 1116.36,660.21 1116.58,659.966 1116.79,659.723 1117.01,659.479 1117.23,659.236 1117.45,658.992 1117.66,658.749 1117.88,658.505 1118.1,658.262 \n",
       "  1118.32,658.018 1118.54,657.775 1118.75,657.532 1118.97,657.289 1119.19,657.045 1119.41,656.802 1119.62,656.559 1119.84,656.316 1120.06,656.073 1120.28,655.83 \n",
       "  1120.5,655.587 1120.71,655.344 1120.93,655.101 1121.15,654.858 1121.37,654.615 1121.58,654.372 1121.8,654.129 1122.02,653.886 1122.24,653.644 1122.46,653.401 \n",
       "  1122.67,653.158 1122.89,652.916 1123.11,652.673 1123.33,652.43 1123.54,652.188 1123.76,651.945 1123.98,651.703 1124.2,651.46 1124.41,651.218 1124.63,650.976 \n",
       "  1124.85,650.733 1125.07,650.491 1125.29,650.249 1125.5,650.006 1125.72,649.764 1125.94,649.522 1126.16,649.28 1126.37,649.038 1126.59,648.796 1126.81,648.554 \n",
       "  1127.03,648.312 1127.25,648.07 1127.46,647.828 1127.68,647.586 1127.9,647.344 1128.12,647.103 1128.33,646.861 1128.55,646.619 1128.77,646.377 1128.99,646.136 \n",
       "  1129.21,645.894 1129.42,645.653 1129.64,645.411 1129.86,645.17 1130.08,644.928 1130.29,644.687 1130.51,644.445 1130.73,644.204 1130.95,643.963 1131.17,643.721 \n",
       "  1131.38,643.48 1131.6,643.239 1131.82,642.998 1132.04,642.757 1132.25,642.516 1132.47,642.274 1132.69,642.033 1132.91,641.792 1133.13,641.552 1133.34,641.311 \n",
       "  1133.56,641.07 1133.78,640.829 1134,640.588 1134.21,640.347 1134.43,640.107 1134.65,639.866 1134.87,639.625 1135.08,639.385 1135.3,639.144 1135.52,638.904 \n",
       "  1135.74,638.663 1135.96,638.423 1136.17,638.183 1136.39,637.942 1136.61,637.702 1136.83,637.462 1137.04,637.221 1137.26,636.981 1137.48,636.741 1137.7,636.501 \n",
       "  1137.92,636.261 1138.13,636.021 1138.35,635.781 1138.57,635.541 1138.79,635.301 1139,635.061 1139.22,634.821 1139.44,634.581 1139.66,634.342 1139.88,634.102 \n",
       "  1140.09,633.862 1140.31,633.623 1140.53,633.383 1140.75,633.144 1140.96,632.904 1141.18,632.665 1141.4,632.425 1141.62,632.186 1141.84,631.946 1142.05,631.707 \n",
       "  1142.27,631.468 1142.49,631.229 1142.71,630.989 1142.92,630.75 1143.14,630.511 1143.36,630.272 1143.58,630.033 1143.79,629.794 1144.01,629.555 1144.23,629.316 \n",
       "  1144.45,629.077 1144.67,628.839 1144.88,628.6 1145.1,628.361 1145.32,628.123 1145.54,627.884 1145.75,627.645 1145.97,627.407 1146.19,627.168 1146.41,626.93 \n",
       "  1146.63,626.691 1146.84,626.453 1147.06,626.215 1147.28,625.976 1147.5,625.738 1147.71,625.5 1147.93,625.262 1148.15,625.024 1148.37,624.786 1148.59,624.547 \n",
       "  1148.8,624.309 1149.02,624.072 1149.24,623.834 1149.46,623.596 1149.67,623.358 1149.89,623.12 1150.11,622.882 1150.33,622.645 1150.55,622.407 1150.76,622.17 \n",
       "  1150.98,621.932 1151.2,621.694 1151.42,621.457 1151.63,621.22 1151.85,620.982 1152.07,620.745 1152.29,620.508 1152.51,620.27 1152.72,620.033 1152.94,619.796 \n",
       "  1153.16,619.559 1153.38,619.322 1153.59,619.085 1153.81,618.848 1154.03,618.611 1154.25,618.374 1154.46,618.137 1154.68,617.9 1154.9,617.664 1155.12,617.427 \n",
       "  1155.34,617.19 1155.55,616.954 1155.77,616.717 1155.99,616.481 1156.21,616.244 1156.42,616.008 1156.64,615.771 1156.86,615.535 1157.08,615.299 1157.3,615.062 \n",
       "  1157.51,614.826 1157.73,614.59 1157.95,614.354 1158.17,614.118 1158.38,613.882 1158.6,613.646 1158.82,613.41 1159.04,613.174 1159.26,612.938 1159.47,612.702 \n",
       "  1159.69,612.467 1159.91,612.231 1160.13,611.995 1160.34,611.76 1160.56,611.524 1160.78,611.289 1161,611.053 1161.22,610.818 1161.43,610.582 1161.65,610.347 \n",
       "  1161.87,610.112 1162.09,609.877 1162.3,609.641 1162.52,609.406 1162.74,609.171 1162.96,608.936 1163.17,608.701 1163.39,608.466 1163.61,608.231 1163.83,607.997 \n",
       "  1164.05,607.762 1164.26,607.527 1164.48,607.292 1164.7,607.058 1164.92,606.823 1165.13,606.589 1165.35,606.354 1165.57,606.12 1165.79,605.885 1166.01,605.651 \n",
       "  1166.22,605.417 1166.44,605.182 1166.66,604.948 1166.88,604.714 1167.09,604.48 1167.31,604.246 1167.53,604.012 1167.75,603.778 1167.97,603.544 1168.18,603.31 \n",
       "  1168.4,603.076 1168.62,602.842 1168.84,602.609 1169.05,602.375 1169.27,602.141 1169.49,601.908 1169.71,601.674 1169.93,601.441 1170.14,601.207 1170.36,600.974 \n",
       "  1170.58,600.741 1170.8,600.507 1171.01,600.274 1171.23,600.041 1171.45,599.808 1171.67,599.575 1171.88,599.342 1172.1,599.109 1172.32,598.876 1172.54,598.643 \n",
       "  1172.76,598.41 1172.97,598.178 1173.19,597.945 1173.41,597.712 1173.63,597.48 1173.84,597.247 1174.06,597.015 1174.28,596.782 1174.5,596.55 1174.72,596.317 \n",
       "  1174.93,596.085 1175.15,595.853 1175.37,595.621 1175.59,595.388 1175.8,595.156 1176.02,594.924 1176.24,594.692 1176.46,594.46 1176.68,594.228 1176.89,593.997 \n",
       "  1177.11,593.765 1177.33,593.533 1177.55,593.301 1177.76,593.07 1177.98,592.838 1178.2,592.607 1178.42,592.375 1178.64,592.144 1178.85,591.912 1179.07,591.681 \n",
       "  1179.29,591.45 1179.51,591.219 1179.72,590.987 1179.94,590.756 1180.16,590.525 1180.38,590.294 1180.6,590.063 1180.81,589.832 1181.03,589.602 1181.25,589.371 \n",
       "  1181.47,589.14 1181.68,588.909 1181.9,588.679 1182.12,588.448 1182.34,588.218 1182.55,587.987 1182.77,587.757 1182.99,587.526 1183.21,587.296 1183.43,587.066 \n",
       "  1183.64,586.836 1183.86,586.605 1184.08,586.375 1184.3,586.145 1184.51,585.915 1184.73,585.685 1184.95,585.455 1185.17,585.226 1185.39,584.996 1185.6,584.766 \n",
       "  1185.82,584.537 1186.04,584.307 1186.26,584.077 1186.47,583.848 1186.69,583.618 1186.91,583.389 1187.13,583.16 1187.35,582.93 1187.56,582.701 1187.78,582.472 \n",
       "  1188,582.243 1188.22,582.014 1188.43,581.785 1188.65,581.556 1188.87,581.327 1189.09,581.098 1189.31,580.869 1189.52,580.641 1189.74,580.412 1189.96,580.183 \n",
       "  1190.18,579.955 1190.39,579.726 1190.61,579.498 1190.83,579.269 1191.05,579.041 1191.26,578.813 1191.48,578.585 1191.7,578.356 1191.92,578.128 1192.14,577.9 \n",
       "  1192.35,577.672 1192.57,577.444 1192.79,577.216 1193.01,576.988 1193.22,576.761 1193.44,576.533 1193.66,576.305 1193.88,576.078 1194.1,575.85 1194.31,575.623 \n",
       "  1194.53,575.395 1194.75,575.168 1194.97,574.94 1195.18,574.713 1195.4,574.486 1195.62,574.259 1195.84,574.032 1196.06,573.805 1196.27,573.578 1196.49,573.351 \n",
       "  1196.71,573.124 1196.93,572.897 1197.14,572.67 1197.36,572.444 1197.58,572.217 1197.8,571.99 1198.02,571.764 1198.23,571.537 1198.45,571.311 1198.67,571.085 \n",
       "  1198.89,570.858 1199.1,570.632 1199.32,570.406 1199.54,570.18 1199.76,569.954 1199.98,569.728 1200.19,569.502 1200.41,569.276 1200.63,569.05 1200.85,568.824 \n",
       "  1201.06,568.599 1201.28,568.373 1201.5,568.147 1201.72,567.922 1201.93,567.696 1202.15,567.471 1202.37,567.246 1202.59,567.02 1202.81,566.795 1203.02,566.57 \n",
       "  1203.24,566.345 1203.46,566.12 1203.68,565.895 1203.89,565.67 1204.11,565.445 1204.33,565.22 1204.55,564.995 1204.77,564.77 1204.98,564.546 1205.2,564.321 \n",
       "  1205.42,564.097 1205.64,563.872 1205.85,563.648 1206.07,563.423 1206.29,563.199 1206.51,562.975 1206.73,562.751 1206.94,562.526 1207.16,562.302 1207.38,562.078 \n",
       "  1207.6,561.854 1207.81,561.631 1208.03,561.407 1208.25,561.183 1208.47,560.959 1208.69,560.736 1208.9,560.512 1209.12,560.289 1209.34,560.065 1209.56,559.842 \n",
       "  1209.77,559.618 1209.99,559.395 1210.21,559.172 1210.43,558.949 1210.64,558.726 1210.86,558.503 1211.08,558.28 1211.3,558.057 1211.52,557.834 1211.73,557.611 \n",
       "  1211.95,557.388 1212.17,557.166 1212.39,556.943 1212.6,556.721 1212.82,556.498 1213.04,556.276 1213.26,556.053 1213.48,555.831 1213.69,555.609 1213.91,555.387 \n",
       "  1214.13,555.164 1214.35,554.942 1214.56,554.72 1214.78,554.498 1215,554.277 1215.22,554.055 1215.44,553.833 1215.65,553.611 1215.87,553.39 1216.09,553.168 \n",
       "  1216.31,552.947 1216.52,552.725 1216.74,552.504 1216.96,552.282 1217.18,552.061 1217.4,551.84 1217.61,551.619 1217.83,551.398 1218.05,551.177 1218.27,550.956 \n",
       "  1218.48,550.735 1218.7,550.514 1218.92,550.293 1219.14,550.073 1219.35,549.852 1219.57,549.632 1219.79,549.411 1220.01,549.191 1220.23,548.97 1220.44,548.75 \n",
       "  1220.66,548.53 1220.88,548.31 1221.1,548.089 1221.31,547.869 1221.53,547.649 1221.75,547.429 1221.97,547.21 1222.19,546.99 1222.4,546.77 1222.62,546.55 \n",
       "  1222.84,546.331 1223.06,546.111 1223.27,545.892 1223.49,545.672 1223.71,545.453 1223.93,545.234 1224.15,545.014 1224.36,544.795 1224.58,544.576 1224.8,544.357 \n",
       "  1225.02,544.138 1225.23,543.919 1225.45,543.7 1225.67,543.482 1225.89,543.263 1226.11,543.044 1226.32,542.826 1226.54,542.607 1226.76,542.389 1226.98,542.17 \n",
       "  1227.19,541.952 1227.41,541.734 1227.63,541.515 1227.85,541.297 1228.07,541.079 1228.28,540.861 1228.5,540.643 1228.72,540.425 1228.94,540.207 1229.15,539.99 \n",
       "  1229.37,539.772 1229.59,539.554 1229.81,539.337 1230.02,539.119 1230.24,538.902 1230.46,538.685 1230.68,538.467 1230.9,538.25 1231.11,538.033 1231.33,537.816 \n",
       "  1231.55,537.599 1231.77,537.382 1231.98,537.165 1232.2,536.948 1232.42,536.731 1232.64,536.515 1232.86,536.298 1233.07,536.081 1233.29,535.865 1233.51,535.648 \n",
       "  1233.73,535.432 1233.94,535.216 1234.16,534.999 1234.38,534.783 1234.6,534.567 1234.82,534.351 1235.03,534.135 1235.25,533.919 1235.47,533.703 1235.69,533.488 \n",
       "  1235.9,533.272 1236.12,533.056 1236.34,532.841 1236.56,532.625 1236.78,532.41 1236.99,532.194 1237.21,531.979 1237.43,531.764 1237.65,531.548 1237.86,531.333 \n",
       "  1238.08,531.118 1238.3,530.903 1238.52,530.688 1238.73,530.474 1238.95,530.259 1239.17,530.044 1239.39,529.829 1239.61,529.615 1239.82,529.4 1240.04,529.186 \n",
       "  1240.26,528.971 1240.48,528.757 1240.69,528.543 1240.91,528.329 1241.13,528.115 1241.35,527.901 1241.57,527.687 1241.78,527.473 1242,527.259 1242.22,527.045 \n",
       "  1242.44,526.831 1242.65,526.618 1242.87,526.404 1243.09,526.191 1243.31,525.977 1243.53,525.764 1243.74,525.551 1243.96,525.337 1244.18,525.124 1244.4,524.911 \n",
       "  1244.61,524.698 1244.83,524.485 1245.05,524.272 1245.27,524.059 1245.49,523.847 1245.7,523.634 1245.92,523.421 1246.14,523.209 1246.36,522.996 1246.57,522.784 \n",
       "  1246.79,522.571 1247.01,522.359 1247.23,522.147 1247.45,521.935 1247.66,521.723 1247.88,521.511 1248.1,521.299 1248.32,521.087 1248.53,520.875 1248.75,520.663 \n",
       "  1248.97,520.452 1249.19,520.24 1249.4,520.029 1249.62,519.817 1249.84,519.606 1250.06,519.394 1250.28,519.183 1250.49,518.972 1250.71,518.761 1250.93,518.55 \n",
       "  1251.15,518.339 1251.36,518.128 1251.58,517.917 1251.8,517.706 1252.02,517.496 1252.24,517.285 1252.45,517.074 1252.67,516.864 1252.89,516.654 1253.11,516.443 \n",
       "  1253.32,516.233 1253.54,516.023 1253.76,515.813 1253.98,515.603 1254.2,515.393 1254.41,515.183 1254.63,514.973 1254.85,514.763 1255.07,514.553 1255.28,514.344 \n",
       "  1255.5,514.134 1255.72,513.925 1255.94,513.715 1256.16,513.506 1256.37,513.296 1256.59,513.087 1256.81,512.878 1257.03,512.669 1257.24,512.46 1257.46,512.251 \n",
       "  1257.68,512.042 1257.9,511.833 1258.11,511.625 1258.33,511.416 1258.55,511.207 1258.77,510.999 1258.99,510.79 1259.2,510.582 1259.42,510.374 1259.64,510.165 \n",
       "  1259.86,509.957 1260.07,509.749 1260.29,509.541 1260.51,509.333 1260.73,509.125 1260.95,508.917 1261.16,508.71 1261.38,508.502 1261.6,508.294 1261.82,508.087 \n",
       "  1262.03,507.879 1262.25,507.672 1262.47,507.465 1262.69,507.257 1262.91,507.05 1263.12,506.843 1263.34,506.636 1263.56,506.429 1263.78,506.222 1263.99,506.015 \n",
       "  1264.21,505.809 1264.43,505.602 1264.65,505.395 1264.87,505.189 1265.08,504.982 1265.3,504.776 1265.52,504.57 1265.74,504.363 1265.95,504.157 1266.17,503.951 \n",
       "  1266.39,503.745 1266.61,503.539 1266.83,503.333 1267.04,503.127 1267.26,502.922 1267.48,502.716 1267.7,502.51 1267.91,502.305 1268.13,502.099 1268.35,501.894 \n",
       "  1268.57,501.689 1268.78,501.484 1269,501.278 1269.22,501.073 1269.44,500.868 1269.66,500.663 1269.87,500.458 1270.09,500.254 1270.31,500.049 1270.53,499.844 \n",
       "  1270.74,499.64 1270.96,499.435 1271.18,499.231 1271.4,499.026 1271.62,498.822 1271.83,498.618 1272.05,498.414 1272.27,498.21 1272.49,498.005 1272.7,497.802 \n",
       "  1272.92,497.598 1273.14,497.394 1273.36,497.19 1273.58,496.987 1273.79,496.783 1274.01,496.579 1274.23,496.376 1274.45,496.173 1274.66,495.969 1274.88,495.766 \n",
       "  1275.1,495.563 1275.32,495.36 1275.54,495.157 1275.75,494.954 1275.97,494.751 1276.19,494.549 1276.41,494.346 1276.62,494.143 1276.84,493.941 1277.06,493.738 \n",
       "  1277.28,493.536 1277.49,493.333 1277.71,493.131 1277.93,492.929 1278.15,492.727 1278.37,492.525 1278.58,492.323 1278.8,492.121 1279.02,491.919 1279.24,491.717 \n",
       "  1279.45,491.516 1279.67,491.314 1279.89,491.113 1280.11,490.911 1280.33,490.71 1280.54,490.509 1280.76,490.307 1280.98,490.106 1281.2,489.905 1281.41,489.704 \n",
       "  1281.63,489.503 1281.85,489.302 1282.07,489.102 1282.29,488.901 1282.5,488.7 1282.72,488.5 1282.94,488.299 1283.16,488.099 1283.37,487.898 1283.59,487.698 \n",
       "  1283.81,487.498 1284.03,487.298 1284.25,487.098 1284.46,486.898 1284.68,486.698 1284.9,486.498 1285.12,486.298 1285.33,486.099 1285.55,485.899 1285.77,485.7 \n",
       "  1285.99,485.5 1286.2,485.301 1286.42,485.102 1286.64,484.902 1286.86,484.703 1287.08,484.504 1287.29,484.305 1287.51,484.106 1287.73,483.907 1287.95,483.709 \n",
       "  1288.16,483.51 1288.38,483.311 1288.6,483.113 1288.82,482.914 1289.04,482.716 1289.25,482.518 1289.47,482.319 1289.69,482.121 1289.91,481.923 1290.12,481.725 \n",
       "  1290.34,481.527 1290.56,481.329 1290.78,481.132 1291,480.934 1291.21,480.736 1291.43,480.539 1291.65,480.341 1291.87,480.144 1292.08,479.946 1292.3,479.749 \n",
       "  1292.52,479.552 1292.74,479.355 1292.96,479.158 1293.17,478.961 1293.39,478.764 1293.61,478.567 1293.83,478.37 1294.04,478.174 1294.26,477.977 1294.48,477.781 \n",
       "  1294.7,477.584 1294.92,477.388 1295.13,477.192 1295.35,476.995 1295.57,476.799 1295.79,476.603 1296,476.407 1296.22,476.211 1296.44,476.015 1296.66,475.82 \n",
       "  1296.87,475.624 1297.09,475.428 1297.31,475.233 1297.53,475.037 1297.75,474.842 1297.96,474.647 1298.18,474.452 1298.4,474.256 1298.62,474.061 1298.83,473.866 \n",
       "  1299.05,473.671 1299.27,473.477 1299.49,473.282 1299.71,473.087 1299.92,472.892 1300.14,472.698 1300.36,472.503 1300.58,472.309 1300.79,472.115 1301.01,471.921 \n",
       "  1301.23,471.726 1301.45,471.532 1301.67,471.338 1301.88,471.144 1302.1,470.951 1302.32,470.757 1302.54,470.563 1302.75,470.369 1302.97,470.176 1303.19,469.982 \n",
       "  1303.41,469.789 1303.63,469.596 1303.84,469.403 1304.06,469.209 1304.28,469.016 1304.5,468.823 1304.71,468.63 1304.93,468.438 1305.15,468.245 1305.37,468.052 \n",
       "  1305.58,467.859 1305.8,467.667 1306.02,467.474 1306.24,467.282 1306.46,467.09 1306.67,466.897 1306.89,466.705 1307.11,466.513 1307.33,466.321 1307.54,466.129 \n",
       "  1307.76,465.937 1307.98,465.746 1308.2,465.554 1308.42,465.362 1308.63,465.171 1308.85,464.979 1309.07,464.788 1309.29,464.597 1309.5,464.405 1309.72,464.214 \n",
       "  1309.94,464.023 1310.16,463.832 1310.38,463.641 1310.59,463.45 1310.81,463.26 1311.03,463.069 1311.25,462.878 1311.46,462.688 1311.68,462.497 1311.9,462.307 \n",
       "  1312.12,462.117 1312.34,461.926 1312.55,461.736 1312.77,461.546 1312.99,461.356 1313.21,461.166 1313.42,460.976 1313.64,460.787 1313.86,460.597 1314.08,460.407 \n",
       "  1314.3,460.218 1314.51,460.028 1314.73,459.839 1314.95,459.65 1315.17,459.46 1315.38,459.271 1315.6,459.082 1315.82,458.893 1316.04,458.704 1316.25,458.515 \n",
       "  1316.47,458.327 1316.69,458.138 1316.91,457.949 1317.13,457.761 1317.34,457.572 1317.56,457.384 1317.78,457.196 1318,457.008 1318.21,456.819 1318.43,456.631 \n",
       "  1318.65,456.443 1318.87,456.256 1319.09,456.068 1319.3,455.88 1319.52,455.692 1319.74,455.505 1319.96,455.317 1320.17,455.13 1320.39,454.942 1320.61,454.755 \n",
       "  1320.83,454.568 1321.05,454.381 1321.26,454.194 1321.48,454.007 1321.7,453.82 1321.92,453.633 1322.13,453.446 1322.35,453.26 1322.57,453.073 1322.79,452.887 \n",
       "  1323.01,452.7 1323.22,452.514 1323.44,452.328 1323.66,452.142 1323.88,451.955 1324.09,451.769 1324.31,451.583 1324.53,451.398 1324.75,451.212 1324.96,451.026 \n",
       "  1325.18,450.84 1325.4,450.655 1325.62,450.469 1325.84,450.284 1326.05,450.099 1326.27,449.914 1326.49,449.728 1326.71,449.543 1326.92,449.358 1327.14,449.173 \n",
       "  1327.36,448.989 1327.58,448.804 1327.8,448.619 1328.01,448.434 1328.23,448.25 1328.45,448.065 1328.67,447.881 1328.88,447.697 1329.1,447.513 1329.32,447.328 \n",
       "  1329.54,447.144 1329.76,446.96 1329.97,446.777 1330.19,446.593 1330.41,446.409 1330.63,446.225 1330.84,446.042 1331.06,445.858 1331.28,445.675 1331.5,445.491 \n",
       "  1331.72,445.308 1331.93,445.125 1332.15,444.942 1332.37,444.759 1332.59,444.576 1332.8,444.393 1333.02,444.21 1333.24,444.027 1333.46,443.845 1333.67,443.662 \n",
       "  1333.89,443.48 1334.11,443.297 1334.33,443.115 1334.55,442.933 1334.76,442.751 1334.98,442.569 1335.2,442.387 1335.42,442.205 1335.63,442.023 1335.85,441.841 \n",
       "  1336.07,441.659 1336.29,441.478 1336.51,441.296 1336.72,441.115 1336.94,440.933 1337.16,440.752 1337.38,440.571 1337.59,440.39 1337.81,440.209 1338.03,440.028 \n",
       "  1338.25,439.847 1338.47,439.666 1338.68,439.485 1338.9,439.305 1339.12,439.124 1339.34,438.944 1339.55,438.763 1339.77,438.583 1339.99,438.403 1340.21,438.222 \n",
       "  1340.43,438.042 1340.64,437.862 1340.86,437.682 1341.08,437.502 1341.3,437.323 1341.51,437.143 1341.73,436.963 1341.95,436.784 1342.17,436.604 1342.39,436.425 \n",
       "  1342.6,436.246 1342.82,436.066 1343.04,435.887 1343.26,435.708 1343.47,435.529 1343.69,435.35 1343.91,435.171 1344.13,434.993 1344.34,434.814 1344.56,434.635 \n",
       "  1344.78,434.457 1345,434.278 1345.22,434.1 1345.43,433.922 1345.65,433.744 1345.87,433.566 1346.09,433.387 1346.3,433.21 1346.52,433.032 1346.74,432.854 \n",
       "  1346.96,432.676 1347.18,432.498 1347.39,432.321 1347.61,432.143 1347.83,431.966 1348.05,431.789 1348.26,431.612 1348.48,431.434 1348.7,431.257 1348.92,431.08 \n",
       "  1349.14,430.903 1349.35,430.727 1349.57,430.55 1349.79,430.373 1350.01,430.196 1350.22,430.02 1350.44,429.844 1350.66,429.667 1350.88,429.491 1351.1,429.315 \n",
       "  1351.31,429.139 1351.53,428.963 1351.75,428.787 1351.97,428.611 1352.18,428.435 1352.4,428.259 1352.62,428.084 1352.84,427.908 1353.05,427.732 1353.27,427.557 \n",
       "  1353.49,427.382 1353.71,427.206 1353.93,427.031 1354.14,426.856 1354.36,426.681 1354.58,426.506 1354.8,426.331 1355.01,426.157 1355.23,425.982 1355.45,425.807 \n",
       "  1355.67,425.633 1355.89,425.458 1356.1,425.284 1356.32,425.11 1356.54,424.936 1356.76,424.762 1356.97,424.587 1357.19,424.413 1357.41,424.24 1357.63,424.066 \n",
       "  1357.85,423.892 1358.06,423.718 1358.28,423.545 1358.5,423.371 1358.72,423.198 1358.93,423.025 1359.15,422.851 1359.37,422.678 1359.59,422.505 1359.81,422.332 \n",
       "  1360.02,422.159 1360.24,421.986 1360.46,421.814 1360.68,421.641 1360.89,421.468 1361.11,421.296 1361.33,421.123 1361.55,420.951 1361.77,420.779 1361.98,420.607 \n",
       "  1362.2,420.434 1362.42,420.262 1362.64,420.09 1362.85,419.919 1363.07,419.747 1363.29,419.575 1363.51,419.403 1363.72,419.232 1363.94,419.06 1364.16,418.889 \n",
       "  1364.38,418.718 1364.6,418.546 1364.81,418.375 1365.03,418.204 1365.25,418.033 1365.47,417.862 1365.68,417.691 1365.9,417.521 1366.12,417.35 1366.34,417.179 \n",
       "  1366.56,417.009 1366.77,416.838 1366.99,416.668 1367.21,416.498 1367.43,416.328 1367.64,416.158 1367.86,415.987 1368.08,415.818 1368.3,415.648 1368.52,415.478 \n",
       "  1368.73,415.308 1368.95,415.139 1369.17,414.969 1369.39,414.799 1369.6,414.63 1369.82,414.461 1370.04,414.292 1370.26,414.122 1370.48,413.953 1370.69,413.784 \n",
       "  1370.91,413.615 1371.13,413.447 1371.35,413.278 1371.56,413.109 1371.78,412.941 1372,412.772 1372.22,412.604 1372.43,412.435 1372.65,412.267 1372.87,412.099 \n",
       "  1373.09,411.931 1373.31,411.763 1373.52,411.595 1373.74,411.427 1373.96,411.259 1374.18,411.091 1374.39,410.924 1374.61,410.756 1374.83,410.589 1375.05,410.421 \n",
       "  1375.27,410.254 1375.48,410.087 1375.7,409.92 1375.92,409.753 1376.14,409.586 1376.35,409.419 1376.57,409.252 1376.79,409.085 1377.01,408.919 1377.23,408.752 \n",
       "  1377.44,408.585 1377.66,408.419 1377.88,408.253 1378.1,408.086 1378.31,407.92 1378.53,407.754 1378.75,407.588 1378.97,407.422 1379.19,407.256 1379.4,407.091 \n",
       "  1379.62,406.925 1379.84,406.759 1380.06,406.594 1380.27,406.428 1380.49,406.263 1380.71,406.098 1380.93,405.932 1381.14,405.767 1381.36,405.602 1381.58,405.437 \n",
       "  1381.8,405.272 1382.02,405.107 1382.23,404.943 1382.45,404.778 1382.67,404.613 1382.89,404.449 1383.1,404.285 1383.32,404.12 1383.54,403.956 1383.76,403.792 \n",
       "  1383.98,403.628 1384.19,403.464 1384.41,403.3 1384.63,403.136 1384.85,402.972 1385.06,402.808 1385.28,402.645 1385.5,402.481 1385.72,402.318 1385.94,402.155 \n",
       "  1386.15,401.991 1386.37,401.828 1386.59,401.665 1386.81,401.502 1387.02,401.339 1387.24,401.176 1387.46,401.013 1387.68,400.85 1387.9,400.688 1388.11,400.525 \n",
       "  1388.33,400.363 1388.55,400.2 1388.77,400.038 1388.98,399.876 1389.2,399.714 1389.42,399.552 1389.64,399.39 1389.86,399.228 1390.07,399.066 1390.29,398.904 \n",
       "  1390.51,398.742 1390.73,398.581 1390.94,398.419 1391.16,398.258 1391.38,398.096 1391.6,397.935 1391.81,397.774 1392.03,397.613 1392.25,397.452 1392.47,397.291 \n",
       "  1392.69,397.13 1392.9,396.969 1393.12,396.808 1393.34,396.648 1393.56,396.487 1393.77,396.327 1393.99,396.166 1394.21,396.006 1394.43,395.846 1394.65,395.686 \n",
       "  1394.86,395.525 1395.08,395.365 1395.3,395.206 1395.52,395.046 1395.73,394.886 1395.95,394.726 1396.17,394.567 1396.39,394.407 1396.61,394.248 1396.82,394.088 \n",
       "  1397.04,393.929 1397.26,393.77 1397.48,393.611 1397.69,393.452 1397.91,393.293 1398.13,393.134 1398.35,392.975 1398.57,392.816 1398.78,392.658 1399,392.499 \n",
       "  1399.22,392.341 1399.44,392.182 1399.65,392.024 1399.87,391.866 1400.09,391.708 1400.31,391.55 1400.52,391.392 1400.74,391.234 1400.96,391.076 1401.18,390.918 \n",
       "  1401.4,390.76 1401.61,390.603 1401.83,390.445 1402.05,390.288 1402.27,390.131 1402.48,389.973 1402.7,389.816 1402.92,389.659 1403.14,389.502 1403.36,389.345 \n",
       "  1403.57,389.188 1403.79,389.031 1404.01,388.875 1404.23,388.718 1404.44,388.561 1404.66,388.405 1404.88,388.248 1405.1,388.092 1405.32,387.936 1405.53,387.78 \n",
       "  1405.75,387.624 1405.97,387.468 1406.19,387.312 1406.4,387.156 1406.62,387 1406.84,386.845 1407.06,386.689 1407.28,386.533 1407.49,386.378 1407.71,386.223 \n",
       "  1407.93,386.067 1408.15,385.912 1408.36,385.757 1408.58,385.602 1408.8,385.447 1409.02,385.292 1409.24,385.137 1409.45,384.983 1409.67,384.828 1409.89,384.673 \n",
       "  1410.11,384.519 1410.32,384.365 1410.54,384.21 1410.76,384.056 1410.98,383.902 1411.19,383.748 1411.41,383.594 1411.63,383.44 1411.85,383.286 1412.07,383.132 \n",
       "  1412.28,382.979 1412.5,382.825 1412.72,382.672 1412.94,382.518 1413.15,382.365 1413.37,382.211 1413.59,382.058 1413.81,381.905 1414.03,381.752 1414.24,381.599 \n",
       "  1414.46,381.446 1414.68,381.293 1414.9,381.141 1415.11,380.988 1415.33,380.835 1415.55,380.683 1415.77,380.531 1415.99,380.378 1416.2,380.226 1416.42,380.074 \n",
       "  1416.64,379.922 1416.86,379.77 1417.07,379.618 1417.29,379.466 1417.51,379.314 1417.73,379.163 1417.95,379.011 1418.16,378.859 1418.38,378.708 1418.6,378.557 \n",
       "  1418.82,378.405 1419.03,378.254 1419.25,378.103 1419.47,377.952 1419.69,377.801 1419.9,377.65 1420.12,377.499 1420.34,377.348 1420.56,377.198 1420.78,377.047 \n",
       "  1420.99,376.897 1421.21,376.746 1421.43,376.596 1421.65,376.446 1421.86,376.296 1422.08,376.145 1422.3,375.995 1422.52,375.845 1422.74,375.696 1422.95,375.546 \n",
       "  1423.17,375.396 1423.39,375.247 1423.61,375.097 1423.82,374.947 1424.04,374.798 1424.26,374.649 1424.48,374.5 1424.7,374.35 1424.91,374.201 1425.13,374.052 \n",
       "  1425.35,373.903 1425.57,373.755 1425.78,373.606 1426,373.457 1426.22,373.309 1426.44,373.16 1426.66,373.012 1426.87,372.863 1427.09,372.715 1427.31,372.567 \n",
       "  1427.53,372.419 1427.74,372.271 1427.96,372.123 1428.18,371.975 1428.4,371.827 1428.61,371.679 1428.83,371.532 1429.05,371.384 1429.27,371.237 1429.49,371.089 \n",
       "  1429.7,370.942 1429.92,370.795 1430.14,370.647 1430.36,370.5 1430.57,370.353 1430.79,370.206 1431.01,370.06 1431.23,369.913 1431.45,369.766 1431.66,369.619 \n",
       "  1431.88,369.473 1432.1,369.326 1432.32,369.18 1432.53,369.034 1432.75,368.887 1432.97,368.741 1433.19,368.595 1433.41,368.449 1433.62,368.303 1433.84,368.158 \n",
       "  1434.06,368.012 1434.28,367.866 1434.49,367.721 1434.71,367.575 1434.93,367.43 1435.15,367.284 1435.37,367.139 1435.58,366.994 1435.8,366.849 1436.02,366.704 \n",
       "  1436.24,366.559 1436.45,366.414 1436.67,366.269 1436.89,366.124 1437.11,365.98 1437.33,365.835 1437.54,365.69 1437.76,365.546 1437.98,365.402 1438.2,365.257 \n",
       "  1438.41,365.113 1438.63,364.969 1438.85,364.825 1439.07,364.681 1439.28,364.537 1439.5,364.394 1439.72,364.25 1439.94,364.106 1440.16,363.963 1440.37,363.819 \n",
       "  1440.59,363.676 1440.81,363.532 1441.03,363.389 1441.24,363.246 1441.46,363.103 1441.68,362.96 1441.9,362.817 1442.12,362.674 1442.33,362.531 1442.55,362.389 \n",
       "  1442.77,362.246 1442.99,362.104 1443.2,361.961 1443.42,361.819 1443.64,361.676 1443.86,361.534 1444.08,361.392 1444.29,361.25 1444.51,361.108 1444.73,360.966 \n",
       "  1444.95,360.824 1445.16,360.682 1445.38,360.541 1445.6,360.399 1445.82,360.258 1446.04,360.116 1446.25,359.975 1446.47,359.834 1446.69,359.692 1446.91,359.551 \n",
       "  1447.12,359.41 1447.34,359.269 1447.56,359.128 1447.78,358.987 1447.99,358.847 1448.21,358.706 1448.43,358.565 1448.65,358.425 1448.87,358.285 1449.08,358.144 \n",
       "  1449.3,358.004 1449.52,357.864 1449.74,357.724 1449.95,357.584 1450.17,357.444 1450.39,357.304 1450.61,357.164 1450.83,357.024 1451.04,356.885 1451.26,356.745 \n",
       "  1451.48,356.605 1451.7,356.466 1451.91,356.327 1452.13,356.187 1452.35,356.048 1452.57,355.909 1452.79,355.77 1453,355.631 1453.22,355.492 1453.44,355.353 \n",
       "  1453.66,355.215 1453.87,355.076 1454.09,354.938 1454.31,354.799 1454.53,354.661 1454.75,354.522 1454.96,354.384 1455.18,354.246 1455.4,354.108 1455.62,353.97 \n",
       "  1455.83,353.832 1456.05,353.694 1456.27,353.556 1456.49,353.418 1456.71,353.281 1456.92,353.143 1457.14,353.006 1457.36,352.868 1457.58,352.731 1457.79,352.594 \n",
       "  1458.01,352.457 1458.23,352.319 1458.45,352.182 1458.66,352.045 1458.88,351.909 1459.1,351.772 1459.32,351.635 1459.54,351.498 1459.75,351.362 1459.97,351.225 \n",
       "  1460.19,351.089 1460.41,350.953 1460.62,350.816 1460.84,350.68 1461.06,350.544 1461.28,350.408 1461.5,350.272 1461.71,350.136 1461.93,350 1462.15,349.865 \n",
       "  1462.37,349.729 1462.58,349.594 1462.8,349.458 1463.02,349.323 1463.24,349.187 1463.46,349.052 1463.67,348.917 1463.89,348.782 1464.11,348.647 1464.33,348.512 \n",
       "  1464.54,348.377 1464.76,348.242 1464.98,348.107 1465.2,347.973 1465.42,347.838 1465.63,347.704 1465.85,347.569 1466.07,347.435 1466.29,347.301 1466.5,347.167 \n",
       "  1466.72,347.032 1466.94,346.898 1467.16,346.764 1467.37,346.631 1467.59,346.497 1467.81,346.363 1468.03,346.229 1468.25,346.096 1468.46,345.962 1468.68,345.829 \n",
       "  1468.9,345.696 1469.12,345.562 1469.33,345.429 1469.55,345.296 1469.77,345.163 1469.99,345.03 1470.21,344.897 1470.42,344.764 1470.64,344.632 1470.86,344.499 \n",
       "  1471.08,344.366 1471.29,344.234 1471.51,344.101 1471.73,343.969 1471.95,343.837 1472.17,343.705 1472.38,343.572 1472.6,343.44 1472.82,343.308 1473.04,343.177 \n",
       "  1473.25,343.045 1473.47,342.913 1473.69,342.781 1473.91,342.65 1474.13,342.518 1474.34,342.387 1474.56,342.255 1474.78,342.124 1475,341.993 1475.21,341.862 \n",
       "  1475.43,341.731 1475.65,341.6 1475.87,341.469 1476.08,341.338 1476.3,341.207 1476.52,341.077 1476.74,340.946 1476.96,340.815 1477.17,340.685 1477.39,340.555 \n",
       "  1477.61,340.424 1477.83,340.294 1478.04,340.164 1478.26,340.034 1478.48,339.904 1478.7,339.774 1478.92,339.644 1479.13,339.514 1479.35,339.385 1479.57,339.255 \n",
       "  1479.79,339.125 1480,338.996 1480.22,338.866 1480.44,338.737 1480.66,338.608 1480.88,338.479 1481.09,338.35 1481.31,338.221 1481.53,338.092 1481.75,337.963 \n",
       "  1481.96,337.834 1482.18,337.705 1482.4,337.577 1482.62,337.448 1482.84,337.319 1483.05,337.191 1483.27,337.063 1483.49,336.934 1483.71,336.806 1483.92,336.678 \n",
       "  1484.14,336.55 1484.36,336.422 1484.58,336.294 1484.8,336.166 1485.01,336.039 1485.23,335.911 1485.45,335.783 1485.67,335.656 1485.88,335.528 1486.1,335.401 \n",
       "  1486.32,335.274 1486.54,335.146 1486.75,335.019 1486.97,334.892 1487.19,334.765 1487.41,334.638 1487.63,334.511 1487.84,334.385 1488.06,334.258 1488.28,334.131 \n",
       "  1488.5,334.005 1488.71,333.878 1488.93,333.752 1489.15,333.626 1489.37,333.499 1489.59,333.373 1489.8,333.247 1490.02,333.121 1490.24,332.995 1490.46,332.869 \n",
       "  1490.67,332.743 1490.89,332.618 1491.11,332.492 1491.33,332.366 1491.55,332.241 1491.76,332.115 1491.98,331.99 1492.2,331.865 1492.42,331.739 1492.63,331.614 \n",
       "  1492.85,331.489 1493.07,331.364 1493.29,331.239 1493.51,331.114 1493.72,330.99 1493.94,330.865 1494.16,330.74 1494.38,330.616 1494.59,330.491 1494.81,330.367 \n",
       "  1495.03,330.243 1495.25,330.118 1495.46,329.994 1495.68,329.87 1495.9,329.746 1496.12,329.622 1496.34,329.498 1496.55,329.374 1496.77,329.251 1496.99,329.127 \n",
       "  1497.21,329.003 1497.42,328.88 1497.64,328.756 1497.86,328.633 1498.08,328.51 1498.3,328.386 1498.51,328.263 1498.73,328.14 1498.95,328.017 1499.17,327.894 \n",
       "  1499.38,327.771 1499.6,327.649 1499.82,327.526 1500.04,327.403 1500.26,327.281 1500.47,327.158 1500.69,327.036 1500.91,326.913 1501.13,326.791 1501.34,326.669 \n",
       "  1501.56,326.547 1501.78,326.425 1502,326.303 1502.22,326.181 1502.43,326.059 1502.65,325.937 1502.87,325.816 1503.09,325.694 1503.3,325.572 1503.52,325.451 \n",
       "  1503.74,325.33 1503.96,325.208 1504.18,325.087 1504.39,324.966 1504.61,324.845 1504.83,324.724 1505.05,324.603 1505.26,324.482 1505.48,324.361 1505.7,324.24 \n",
       "  1505.92,324.12 1506.13,323.999 1506.35,323.879 1506.57,323.758 1506.79,323.638 1507.01,323.517 1507.22,323.397 1507.44,323.277 1507.66,323.157 1507.88,323.037 \n",
       "  1508.09,322.917 1508.31,322.797 1508.53,322.677 1508.75,322.558 1508.97,322.438 1509.18,322.318 1509.4,322.199 1509.62,322.079 1509.84,321.96 1510.05,321.841 \n",
       "  1510.27,321.722 1510.49,321.602 1510.71,321.483 1510.93,321.364 1511.14,321.245 1511.36,321.127 1511.58,321.008 1511.8,320.889 1512.01,320.77 1512.23,320.652 \n",
       "  1512.45,320.533 1512.67,320.415 1512.89,320.297 1513.1,320.178 1513.32,320.06 1513.54,319.942 1513.76,319.824 1513.97,319.706 1514.19,319.588 1514.41,319.47 \n",
       "  1514.63,319.352 1514.84,319.235 1515.06,319.117 1515.28,318.999 1515.5,318.882 1515.72,318.765 1515.93,318.647 1516.15,318.53 1516.37,318.413 1516.59,318.296 \n",
       "  1516.8,318.178 1517.02,318.061 1517.24,317.945 1517.46,317.828 1517.68,317.711 1517.89,317.594 1518.11,317.478 1518.33,317.361 1518.55,317.245 1518.76,317.128 \n",
       "  1518.98,317.012 1519.2,316.896 1519.42,316.779 1519.64,316.663 1519.85,316.547 1520.07,316.431 1520.29,316.315 1520.51,316.199 1520.72,316.084 1520.94,315.968 \n",
       "  1521.16,315.852 1521.38,315.737 1521.6,315.621 1521.81,315.506 1522.03,315.39 1522.25,315.275 1522.47,315.16 1522.68,315.045 1522.9,314.93 1523.12,314.815 \n",
       "  1523.34,314.7 1523.56,314.585 1523.77,314.47 1523.99,314.355 1524.21,314.241 1524.43,314.126 1524.64,314.012 1524.86,313.897 1525.08,313.783 1525.3,313.669 \n",
       "  1525.51,313.554 1525.73,313.44 1525.95,313.326 1526.17,313.212 1526.39,313.098 1526.6,312.984 1526.82,312.871 1527.04,312.757 1527.26,312.643 1527.47,312.53 \n",
       "  1527.69,312.416 1527.91,312.303 1528.13,312.189 1528.35,312.076 1528.56,311.963 1528.78,311.85 1529,311.737 1529.22,311.624 1529.43,311.511 1529.65,311.398 \n",
       "  1529.87,311.285 1530.09,311.172 1530.31,311.059 1530.52,310.947 1530.74,310.834 1530.96,310.722 1531.18,310.609 1531.39,310.497 1531.61,310.385 1531.83,310.273 \n",
       "  1532.05,310.161 1532.27,310.049 1532.48,309.937 1532.7,309.825 1532.92,309.713 1533.14,309.601 1533.35,309.489 1533.57,309.378 1533.79,309.266 1534.01,309.155 \n",
       "  1534.22,309.043 1534.44,308.932 1534.66,308.821 1534.88,308.709 1535.1,308.598 1535.31,308.487 1535.53,308.376 1535.75,308.265 1535.97,308.154 1536.18,308.044 \n",
       "  1536.4,307.933 1536.62,307.822 1536.84,307.712 1537.06,307.601 1537.27,307.491 1537.49,307.38 1537.71,307.27 1537.93,307.16 1538.14,307.05 1538.36,306.94 \n",
       "  1538.58,306.83 1538.8,306.72 1539.02,306.61 1539.23,306.5 1539.45,306.39 1539.67,306.28 1539.89,306.171 1540.1,306.061 1540.32,305.952 1540.54,305.842 \n",
       "  1540.76,305.733 1540.98,305.624 1541.19,305.515 1541.41,305.405 1541.63,305.296 1541.85,305.187 1542.06,305.078 1542.28,304.97 1542.5,304.861 1542.72,304.752 \n",
       "  1542.93,304.643 1543.15,304.535 1543.37,304.426 1543.59,304.318 1543.81,304.209 1544.02,304.101 1544.24,303.993 1544.46,303.885 1544.68,303.777 1544.89,303.669 \n",
       "  1545.11,303.561 1545.33,303.453 1545.55,303.345 1545.77,303.237 1545.98,303.129 1546.2,303.022 1546.42,302.914 1546.64,302.807 1546.85,302.699 1547.07,302.592 \n",
       "  1547.29,302.485 1547.51,302.377 1547.73,302.27 1547.94,302.163 1548.16,302.056 1548.38,301.949 1548.6,301.842 1548.81,301.736 1549.03,301.629 1549.25,301.522 \n",
       "  1549.47,301.415 1549.69,301.309 1549.9,301.202 1550.12,301.096 1550.34,300.99 1550.56,300.883 1550.77,300.777 1550.99,300.671 1551.21,300.565 1551.43,300.459 \n",
       "  1551.65,300.353 1551.86,300.247 1552.08,300.141 1552.3,300.036 1552.52,299.93 1552.73,299.824 1552.95,299.719 1553.17,299.613 1553.39,299.508 1553.6,299.403 \n",
       "  1553.82,299.297 1554.04,299.192 1554.26,299.087 1554.48,298.982 1554.69,298.877 1554.91,298.772 1555.13,298.667 1555.35,298.562 1555.56,298.458 1555.78,298.353 \n",
       "  1556,298.248 1556.22,298.144 1556.44,298.039 1556.65,297.935 1556.87,297.831 1557.09,297.727 1557.31,297.622 1557.52,297.518 1557.74,297.414 1557.96,297.31 \n",
       "  1558.18,297.206 1558.4,297.102 1558.61,296.999 1558.83,296.895 1559.05,296.791 1559.27,296.688 1559.48,296.584 1559.7,296.481 1559.92,296.377 1560.14,296.274 \n",
       "  1560.36,296.171 1560.57,296.067 1560.79,295.964 1561.01,295.861 1561.23,295.758 1561.44,295.655 1561.66,295.552 1561.88,295.45 1562.1,295.347 1562.31,295.244 \n",
       "  1562.53,295.142 1562.75,295.039 1562.97,294.937 1563.19,294.834 1563.4,294.732 1563.62,294.63 1563.84,294.527 1564.06,294.425 1564.27,294.323 1564.49,294.221 \n",
       "  1564.71,294.119 1564.93,294.017 1565.15,293.916 1565.36,293.814 1565.58,293.712 1565.8,293.611 1566.02,293.509 1566.23,293.408 1566.45,293.306 1566.67,293.205 \n",
       "  1566.89,293.104 1567.11,293.002 1567.32,292.901 1567.54,292.8 1567.76,292.699 1567.98,292.598 1568.19,292.497 1568.41,292.396 1568.63,292.296 1568.85,292.195 \n",
       "  1569.07,292.094 1569.28,291.994 1569.5,291.893 1569.72,291.793 1569.94,291.692 1570.15,291.592 1570.37,291.492 1570.59,291.392 1570.81,291.292 1571.03,291.192 \n",
       "  1571.24,291.092 1571.46,290.992 1571.68,290.892 1571.9,290.792 1572.11,290.692 1572.33,290.593 1572.55,290.493 1572.77,290.394 1572.98,290.294 1573.2,290.195 \n",
       "  1573.42,290.095 1573.64,289.996 1573.86,289.897 1574.07,289.798 1574.29,289.699 1574.51,289.6 1574.73,289.501 1574.94,289.402 1575.16,289.303 1575.38,289.204 \n",
       "  1575.6,289.106 1575.82,289.007 1576.03,288.909 1576.25,288.81 1576.47,288.712 1576.69,288.613 1576.9,288.515 1577.12,288.417 1577.34,288.319 1577.56,288.22 \n",
       "  1577.78,288.122 1577.99,288.024 1578.21,287.927 1578.43,287.829 1578.65,287.731 1578.86,287.633 1579.08,287.536 1579.3,287.438 1579.52,287.34 1579.74,287.243 \n",
       "  1579.95,287.146 1580.17,287.048 1580.39,286.951 1580.61,286.854 1580.82,286.757 1581.04,286.66 1581.26,286.563 1581.48,286.466 1581.69,286.369 1581.91,286.272 \n",
       "  1582.13,286.175 1582.35,286.078 1582.57,285.982 1582.78,285.885 1583,285.789 1583.22,285.692 1583.44,285.596 1583.65,285.5 1583.87,285.403 1584.09,285.307 \n",
       "  1584.31,285.211 1584.53,285.115 1584.74,285.019 1584.96,284.923 1585.18,284.827 1585.4,284.731 1585.61,284.635 1585.83,284.54 1586.05,284.444 1586.27,284.349 \n",
       "  1586.49,284.253 1586.7,284.158 1586.92,284.062 1587.14,283.967 1587.36,283.872 1587.57,283.777 1587.79,283.681 1588.01,283.586 1588.23,283.491 1588.45,283.396 \n",
       "  1588.66,283.302 1588.88,283.207 1589.1,283.112 1589.32,283.017 1589.53,282.923 1589.75,282.828 1589.97,282.734 1590.19,282.639 1590.4,282.545 1590.62,282.451 \n",
       "  1590.84,282.356 1591.06,282.262 1591.28,282.168 1591.49,282.074 1591.71,281.98 1591.93,281.886 1592.15,281.792 1592.36,281.698 1592.58,281.605 1592.8,281.511 \n",
       "  1593.02,281.417 1593.24,281.324 1593.45,281.23 1593.67,281.137 1593.89,281.043 1594.11,280.95 1594.32,280.857 1594.54,280.764 1594.76,280.671 1594.98,280.578 \n",
       "  1595.2,280.485 1595.41,280.392 1595.63,280.299 1595.85,280.206 1596.07,280.113 1596.28,280.02 1596.5,279.928 1596.72,279.835 1596.94,279.743 1597.16,279.65 \n",
       "  1597.37,279.558 1597.59,279.466 1597.81,279.373 1598.03,279.281 1598.24,279.189 1598.46,279.097 1598.68,279.005 1598.9,278.913 1599.12,278.821 1599.33,278.729 \n",
       "  1599.55,278.637 1599.77,278.546 1599.99,278.454 1600.2,278.363 1600.42,278.271 1600.64,278.18 1600.86,278.088 1601.07,277.997 1601.29,277.906 1601.51,277.814 \n",
       "  1601.73,277.723 1601.95,277.632 1602.16,277.541 1602.38,277.45 1602.6,277.359 1602.82,277.268 1603.03,277.177 1603.25,277.087 1603.47,276.996 1603.69,276.905 \n",
       "  1603.91,276.815 1604.12,276.724 1604.34,276.634 1604.56,276.544 1604.78,276.453 1604.99,276.363 1605.21,276.273 1605.43,276.183 1605.65,276.093 1605.87,276.003 \n",
       "  1606.08,275.913 1606.3,275.823 1606.52,275.733 1606.74,275.643 1606.95,275.554 1607.17,275.464 1607.39,275.374 1607.61,275.285 1607.83,275.195 1608.04,275.106 \n",
       "  1608.26,275.017 1608.48,274.927 1608.7,274.838 1608.91,274.749 1609.13,274.66 1609.35,274.571 1609.57,274.482 1609.78,274.393 1610,274.304 1610.22,274.215 \n",
       "  1610.44,274.127 1610.66,274.038 1610.87,273.949 1611.09,273.861 1611.31,273.772 1611.53,273.684 1611.74,273.595 1611.96,273.507 1612.18,273.419 1612.4,273.331 \n",
       "  1612.62,273.242 1612.83,273.154 1613.05,273.066 1613.27,272.978 1613.49,272.89 1613.7,272.803 1613.92,272.715 1614.14,272.627 1614.36,272.539 1614.58,272.452 \n",
       "  1614.79,272.364 1615.01,272.277 1615.23,272.189 1615.45,272.102 1615.66,272.015 1615.88,271.927 1616.1,271.84 1616.32,271.753 1616.54,271.666 1616.75,271.579 \n",
       "  1616.97,271.492 1617.19,271.405 1617.41,271.318 1617.62,271.231 1617.84,271.145 1618.06,271.058 1618.28,270.971 1618.5,270.885 1618.71,270.798 1618.93,270.712 \n",
       "  1619.15,270.626 1619.37,270.539 1619.58,270.453 1619.8,270.367 1620.02,270.281 1620.24,270.195 1620.45,270.109 1620.67,270.023 1620.89,269.937 1621.11,269.851 \n",
       "  1621.33,269.765 1621.54,269.679 1621.76,269.594 1621.98,269.508 1622.2,269.422 1622.41,269.337 1622.63,269.252 1622.85,269.166 1623.07,269.081 1623.29,268.996 \n",
       "  1623.5,268.91 1623.72,268.825 1623.94,268.74 1624.16,268.655 1624.37,268.57 1624.59,268.485 1624.81,268.4 1625.03,268.316 1625.25,268.231 1625.46,268.146 \n",
       "  1625.68,268.062 1625.9,267.977 1626.12,267.892 1626.33,267.808 1626.55,267.724 1626.77,267.639 1626.99,267.555 1627.21,267.471 1627.42,267.387 1627.64,267.302 \n",
       "  1627.86,267.218 1628.08,267.134 1628.29,267.051 1628.51,266.967 1628.73,266.883 1628.95,266.799 1629.16,266.715 1629.38,266.632 1629.6,266.548 1629.82,266.465 \n",
       "  1630.04,266.381 1630.25,266.298 1630.47,266.214 1630.69,266.131 1630.91,266.048 1631.12,265.965 1631.34,265.881 1631.56,265.798 1631.78,265.715 1632,265.632 \n",
       "  1632.21,265.549 1632.43,265.467 1632.65,265.384 1632.87,265.301 1633.08,265.218 1633.3,265.136 1633.52,265.053 1633.74,264.971 1633.96,264.888 1634.17,264.806 \n",
       "  1634.39,264.724 1634.61,264.641 1634.83,264.559 1635.04,264.477 1635.26,264.395 1635.48,264.313 1635.7,264.231 1635.92,264.149 1636.13,264.067 1636.35,263.985 \n",
       "  1636.57,263.903 1636.79,263.822 1637,263.74 1637.22,263.658 1637.44,263.577 1637.66,263.495 1637.87,263.414 1638.09,263.332 1638.31,263.251 1638.53,263.17 \n",
       "  1638.75,263.089 1638.96,263.007 1639.18,262.926 1639.4,262.845 1639.62,262.764 1639.83,262.683 1640.05,262.603 1640.27,262.522 1640.49,262.441 1640.71,262.36 \n",
       "  1640.92,262.28 1641.14,262.199 1641.36,262.118 1641.58,262.038 1641.79,261.958 1642.01,261.877 1642.23,261.797 1642.45,261.717 1642.67,261.636 1642.88,261.556 \n",
       "  1643.1,261.476 1643.32,261.396 1643.54,261.316 1643.75,261.236 1643.97,261.156 1644.19,261.076 1644.41,260.997 1644.63,260.917 1644.84,260.837 1645.06,260.758 \n",
       "  1645.28,260.678 1645.5,260.599 1645.71,260.519 1645.93,260.44 1646.15,260.361 1646.37,260.281 1646.59,260.202 1646.8,260.123 1647.02,260.044 1647.24,259.965 \n",
       "  1647.46,259.886 1647.67,259.807 1647.89,259.728 1648.11,259.649 1648.33,259.57 1648.54,259.492 1648.76,259.413 1648.98,259.334 1649.2,259.256 1649.42,259.177 \n",
       "  1649.63,259.099 1649.85,259.02 1650.07,258.942 1650.29,258.864 1650.5,258.786 1650.72,258.707 1650.94,258.629 1651.16,258.551 1651.38,258.473 1651.59,258.395 \n",
       "  1651.81,258.317 1652.03,258.24 1652.25,258.162 1652.46,258.084 1652.68,258.006 1652.9,257.929 1653.12,257.851 1653.34,257.774 1653.55,257.696 1653.77,257.619 \n",
       "  1653.99,257.541 1654.21,257.464 1654.42,257.387 1654.64,257.31 1654.86,257.232 1655.08,257.155 1655.3,257.078 1655.51,257.001 1655.73,256.924 1655.95,256.848 \n",
       "  1656.17,256.771 1656.38,256.694 1656.6,256.617 1656.82,256.541 1657.04,256.464 1657.25,256.387 1657.47,256.311 1657.69,256.234 1657.91,256.158 1658.13,256.082 \n",
       "  1658.34,256.005 1658.56,255.929 1658.78,255.853 1659,255.777 1659.21,255.701 1659.43,255.625 1659.65,255.549 1659.87,255.473 1660.09,255.397 1660.3,255.321 \n",
       "  1660.52,255.245 1660.74,255.17 1660.96,255.094 1661.17,255.019 1661.39,254.943 1661.61,254.867 1661.83,254.792 1662.05,254.717 1662.26,254.641 1662.48,254.566 \n",
       "  1662.7,254.491 1662.92,254.416 1663.13,254.341 1663.35,254.265 1663.57,254.19 1663.79,254.115 1664.01,254.041 1664.22,253.966 1664.44,253.891 1664.66,253.816 \n",
       "  1664.88,253.741 1665.09,253.667 1665.31,253.592 1665.53,253.518 1665.75,253.443 1665.97,253.369 1666.18,253.294 1666.4,253.22 1666.62,253.146 1666.84,253.072 \n",
       "  1667.05,252.997 1667.27,252.923 1667.49,252.849 1667.71,252.775 1667.92,252.701 1668.14,252.627 1668.36,252.553 1668.58,252.48 1668.8,252.406 1669.01,252.332 \n",
       "  1669.23,252.258 1669.45,252.185 1669.67,252.111 1669.88,252.038 1670.1,251.964 1670.32,251.891 1670.54,251.818 1670.76,251.744 1670.97,251.671 1671.19,251.598 \n",
       "  1671.41,251.525 1671.63,251.452 1671.84,251.379 1672.06,251.306 1672.28,251.233 1672.5,251.16 1672.72,251.087 1672.93,251.014 1673.15,250.942 1673.37,250.869 \n",
       "  1673.59,250.796 1673.8,250.724 1674.02,250.651 1674.24,250.579 1674.46,250.506 1674.68,250.434 1674.89,250.362 1675.11,250.289 1675.33,250.217 1675.55,250.145 \n",
       "  1675.76,250.073 1675.98,250.001 1676.2,249.929 1676.42,249.857 1676.63,249.785 1676.85,249.713 1677.07,249.641 1677.29,249.57 1677.51,249.498 1677.72,249.426 \n",
       "  1677.94,249.355 1678.16,249.283 1678.38,249.212 1678.59,249.14 1678.81,249.069 1679.03,248.997 1679.25,248.926 1679.47,248.855 1679.68,248.784 1679.9,248.713 \n",
       "  1680.12,248.641 1680.34,248.57 1680.55,248.499 1680.77,248.428 1680.99,248.358 1681.21,248.287 1681.43,248.216 1681.64,248.145 1681.86,248.075 1682.08,248.004 \n",
       "  1682.3,247.933 1682.51,247.863 1682.73,247.792 1682.95,247.722 1683.17,247.651 1683.39,247.581 1683.6,247.511 1683.82,247.441 1684.04,247.37 1684.26,247.3 \n",
       "  1684.47,247.23 1684.69,247.16 1684.91,247.09 1685.13,247.02 1685.34,246.95 1685.56,246.88 1685.78,246.811 1686,246.741 1686.22,246.671 1686.43,246.602 \n",
       "  1686.65,246.532 1686.87,246.462 1687.09,246.393 1687.3,246.324 1687.52,246.254 1687.74,246.185 1687.96,246.116 1688.18,246.046 1688.39,245.977 1688.61,245.908 \n",
       "  1688.83,245.839 1689.05,245.77 1689.26,245.701 1689.48,245.632 1689.7,245.563 1689.92,245.494 1690.14,245.425 1690.35,245.357 1690.57,245.288 1690.79,245.219 \n",
       "  1691.01,245.151 1691.22,245.082 1691.44,245.014 1691.66,244.945 1691.88,244.877 1692.1,244.808 1692.31,244.74 1692.53,244.672 1692.75,244.604 1692.97,244.535 \n",
       "  1693.18,244.467 1693.4,244.399 1693.62,244.331 1693.84,244.263 1694.06,244.195 1694.27,244.127 1694.49,244.06 1694.71,243.992 1694.93,243.924 1695.14,243.856 \n",
       "  1695.36,243.789 1695.58,243.721 1695.8,243.654 1696.01,243.586 1696.23,243.519 1696.45,243.451 1696.67,243.384 1696.89,243.317 1697.1,243.25 1697.32,243.182 \n",
       "  1697.54,243.115 1697.76,243.048 1697.97,242.981 1698.19,242.914 1698.41,242.847 1698.63,242.78 1698.85,242.713 1699.06,242.647 1699.28,242.58 1699.5,242.513 \n",
       "  1699.72,242.446 1699.93,242.38 1700.15,242.313 1700.37,242.247 1700.59,242.18 1700.81,242.114 1701.02,242.048 1701.24,241.981 1701.46,241.915 1701.68,241.849 \n",
       "  1701.89,241.783 1702.11,241.716 1702.33,241.65 1702.55,241.584 1702.77,241.518 1702.98,241.452 1703.2,241.386 1703.42,241.321 1703.64,241.255 1703.85,241.189 \n",
       "  1704.07,241.123 1704.29,241.058 1704.51,240.992 1704.72,240.926 1704.94,240.861 1705.16,240.795 1705.38,240.73 1705.6,240.665 1705.81,240.599 1706.03,240.534 \n",
       "  1706.25,240.469 1706.47,240.404 1706.68,240.338 1706.9,240.273 1707.12,240.208 1707.34,240.143 1707.56,240.078 1707.77,240.013 1707.99,239.949 1708.21,239.884 \n",
       "  1708.43,239.819 1708.64,239.754 1708.86,239.69 1709.08,239.625 1709.3,239.56 1709.52,239.496 1709.73,239.431 1709.95,239.367 1710.17,239.303 1710.39,239.238 \n",
       "  1710.6,239.174 1710.82,239.11 1711.04,239.046 1711.26,238.981 1711.48,238.917 1711.69,238.853 1711.91,238.789 1712.13,238.725 1712.35,238.661 1712.56,238.597 \n",
       "  1712.78,238.534 1713,238.47 1713.22,238.406 1713.44,238.342 1713.65,238.279 1713.87,238.215 1714.09,238.151 1714.31,238.088 1714.52,238.025 1714.74,237.961 \n",
       "  1714.96,237.898 1715.18,237.834 1715.39,237.771 1715.61,237.708 1715.83,237.645 1716.05,237.582 1716.27,237.518 1716.48,237.455 1716.7,237.392 1716.92,237.329 \n",
       "  1717.14,237.267 1717.35,237.204 1717.57,237.141 1717.79,237.078 1718.01,237.015 1718.23,236.953 1718.44,236.89 1718.66,236.827 1718.88,236.765 1719.1,236.702 \n",
       "  1719.31,236.64 1719.53,236.577 1719.75,236.515 1719.97,236.453 1720.19,236.391 1720.4,236.328 1720.62,236.266 1720.84,236.204 1721.06,236.142 1721.27,236.08 \n",
       "  1721.49,236.018 1721.71,235.956 1721.93,235.894 1722.15,235.832 1722.36,235.77 1722.58,235.708 1722.8,235.647 1723.02,235.585 1723.23,235.523 1723.45,235.462 \n",
       "  1723.67,235.4 1723.89,235.339 1724.1,235.277 1724.32,235.216 1724.54,235.154 1724.76,235.093 1724.98,235.032 1725.19,234.971 1725.41,234.909 1725.63,234.848 \n",
       "  1725.85,234.787 1726.06,234.726 1726.28,234.665 1726.5,234.604 1726.72,234.543 1726.94,234.482 1727.15,234.421 1727.37,234.361 1727.59,234.3 1727.81,234.239 \n",
       "  1728.02,234.179 1728.24,234.118 1728.46,234.057 1728.68,233.997 1728.9,233.936 1729.11,233.876 1729.33,233.815 1729.55,233.755 1729.77,233.695 1729.98,233.635 \n",
       "  1730.2,233.574 1730.42,233.514 1730.64,233.454 1730.86,233.394 1731.07,233.334 1731.29,233.274 1731.51,233.214 1731.73,233.154 1731.94,233.094 1732.16,233.034 \n",
       "  1732.38,232.975 1732.6,232.915 1732.82,232.855 1733.03,232.795 1733.25,232.736 1733.47,232.676 1733.69,232.617 1733.9,232.557 1734.12,232.498 1734.34,232.438 \n",
       "  1734.56,232.379 1734.77,232.32 1734.99,232.261 1735.21,232.201 1735.43,232.142 1735.65,232.083 1735.86,232.024 1736.08,231.965 1736.3,231.906 1736.52,231.847 \n",
       "  1736.73,231.788 1736.95,231.729 1737.17,231.67 1737.39,231.612 1737.61,231.553 1737.82,231.494 1738.04,231.436 1738.26,231.377 1738.48,231.318 1738.69,231.26 \n",
       "  1738.91,231.201 1739.13,231.143 1739.35,231.085 1739.57,231.026 1739.78,230.968 1740,230.91 1740.22,230.851 1740.44,230.793 1740.65,230.735 1740.87,230.677 \n",
       "  1741.09,230.619 1741.31,230.561 1741.53,230.503 1741.74,230.445 1741.96,230.387 1742.18,230.329 1742.4,230.272 1742.61,230.214 1742.83,230.156 1743.05,230.098 \n",
       "  1743.27,230.041 1743.48,229.983 1743.7,229.926 1743.92,229.868 1744.14,229.811 1744.36,229.753 1744.57,229.696 1744.79,229.639 1745.01,229.581 1745.23,229.524 \n",
       "  1745.44,229.467 1745.66,229.41 1745.88,229.353 1746.1,229.296 1746.32,229.238 1746.53,229.182 1746.75,229.125 1746.97,229.068 1747.19,229.011 1747.4,228.954 \n",
       "  1747.62,228.897 1747.84,228.84 1748.06,228.784 1748.28,228.727 1748.49,228.67 1748.71,228.614 1748.93,228.557 1749.15,228.501 1749.36,228.444 1749.58,228.388 \n",
       "  1749.8,228.332 1750.02,228.275 1750.24,228.219 1750.45,228.163 1750.67,228.107 1750.89,228.051 1751.11,227.994 1751.32,227.938 1751.54,227.882 1751.76,227.826 \n",
       "  1751.98,227.77 1752.19,227.714 1752.41,227.659 1752.63,227.603 1752.85,227.547 1753.07,227.491 1753.28,227.436 1753.5,227.38 1753.72,227.324 1753.94,227.269 \n",
       "  1754.15,227.213 1754.37,227.158 1754.59,227.102 1754.81,227.047 1755.03,226.991 1755.24,226.936 1755.46,226.881 1755.68,226.826 1755.9,226.77 1756.11,226.715 \n",
       "  1756.33,226.66 1756.55,226.605 1756.77,226.55 1756.99,226.495 1757.2,226.44 1757.42,226.385 1757.64,226.33 1757.86,226.275 1758.07,226.221 1758.29,226.166 \n",
       "  1758.51,226.111 1758.73,226.056 1758.95,226.002 1759.16,225.947 1759.38,225.893 1759.6,225.838 1759.82,225.784 1760.03,225.729 1760.25,225.675 1760.47,225.621 \n",
       "  1760.69,225.566 1760.91,225.512 1761.12,225.458 1761.34,225.404 1761.56,225.349 1761.78,225.295 1761.99,225.241 1762.21,225.187 1762.43,225.133 1762.65,225.079 \n",
       "  1762.86,225.025 1763.08,224.971 1763.3,224.918 1763.52,224.864 1763.74,224.81 1763.95,224.756 1764.17,224.703 1764.39,224.649 1764.61,224.596 1764.82,224.542 \n",
       "  1765.04,224.488 1765.26,224.435 1765.48,224.382 1765.7,224.328 1765.91,224.275 1766.13,224.222 1766.35,224.168 1766.57,224.115 1766.78,224.062 1767,224.009 \n",
       "  1767.22,223.956 1767.44,223.902 1767.66,223.849 1767.87,223.796 1768.09,223.744 1768.31,223.691 1768.53,223.638 1768.74,223.585 1768.96,223.532 1769.18,223.479 \n",
       "  1769.4,223.427 1769.62,223.374 1769.83,223.321 1770.05,223.269 1770.27,223.216 1770.49,223.164 1770.7,223.111 1770.92,223.059 1771.14,223.006 1771.36,222.954 \n",
       "  1771.57,222.902 1771.79,222.849 1772.01,222.797 1772.23,222.745 1772.45,222.693 1772.66,222.641 1772.88,222.589 1773.1,222.536 1773.32,222.484 1773.53,222.432 \n",
       "  1773.75,222.381 1773.97,222.329 1774.19,222.277 1774.41,222.225 1774.62,222.173 1774.84,222.121 1775.06,222.07 1775.28,222.018 1775.49,221.966 1775.71,221.915 \n",
       "  1775.93,221.863 1776.15,221.812 1776.37,221.76 1776.58,221.709 1776.8,221.658 1777.02,221.606 1777.24,221.555 1777.45,221.504 1777.67,221.452 1777.89,221.401 \n",
       "  1778.11,221.35 1778.33,221.299 1778.54,221.248 1778.76,221.197 1778.98,221.146 1779.2,221.095 1779.41,221.044 1779.63,220.993 1779.85,220.942 1780.07,220.891 \n",
       "  1780.29,220.84 1780.5,220.79 1780.72,220.739 1780.94,220.688 1781.16,220.638 1781.37,220.587 1781.59,220.537 1781.81,220.486 1782.03,220.436 1782.24,220.385 \n",
       "  1782.46,220.335 1782.68,220.284 1782.9,220.234 1783.12,220.184 1783.33,220.134 1783.55,220.083 1783.77,220.033 1783.99,219.983 1784.2,219.933 1784.42,219.883 \n",
       "  1784.64,219.833 1784.86,219.783 1785.08,219.733 1785.29,219.683 1785.51,219.633 1785.73,219.583 1785.95,219.534 1786.16,219.484 1786.38,219.434 1786.6,219.384 \n",
       "  1786.82,219.335 1787.04,219.285 1787.25,219.236 1787.47,219.186 1787.69,219.136 1787.91,219.087 1788.12,219.038 1788.34,218.988 1788.56,218.939 1788.78,218.89 \n",
       "  1789,218.84 1789.21,218.791 1789.43,218.742 1789.65,218.693 1789.87,218.644 1790.08,218.594 1790.3,218.545 1790.52,218.496 1790.74,218.447 1790.95,218.398 \n",
       "  1791.17,218.35 1791.39,218.301 1791.61,218.252 1791.83,218.203 1792.04,218.154 1792.26,218.106 1792.48,218.057 1792.7,218.008 1792.91,217.96 1793.13,217.911 \n",
       "  1793.35,217.863 1793.57,217.814 1793.79,217.766 1794,217.717 1794.22,217.669 1794.44,217.62 1794.66,217.572 1794.87,217.524 1795.09,217.476 1795.31,217.427 \n",
       "  1795.53,217.379 1795.75,217.331 1795.96,217.283 1796.18,217.235 1796.4,217.187 1796.62,217.139 1796.83,217.091 1797.05,217.043 1797.27,216.995 1797.49,216.947 \n",
       "  1797.71,216.899 1797.92,216.852 1798.14,216.804 1798.36,216.756 1798.58,216.709 1798.79,216.661 1799.01,216.613 1799.23,216.566 1799.45,216.518 1799.66,216.471 \n",
       "  1799.88,216.423 1800.1,216.376 1800.32,216.329 1800.54,216.281 1800.75,216.234 1800.97,216.187 1801.19,216.139 1801.41,216.092 1801.62,216.045 1801.84,215.998 \n",
       "  1802.06,215.951 1802.28,215.904 1802.5,215.857 1802.71,215.81 1802.93,215.763 1803.15,215.716 1803.37,215.669 1803.58,215.622 1803.8,215.575 1804.02,215.529 \n",
       "  1804.24,215.482 1804.46,215.435 1804.67,215.388 1804.89,215.342 1805.11,215.295 1805.33,215.249 1805.54,215.202 1805.76,215.156 1805.98,215.109 1806.2,215.063 \n",
       "  1806.42,215.016 1806.63,214.97 1806.85,214.924 1807.07,214.877 1807.29,214.831 1807.5,214.785 1807.72,214.739 1807.94,214.693 1808.16,214.647 1808.38,214.6 \n",
       "  1808.59,214.554 1808.81,214.508 1809.03,214.462 1809.25,214.417 1809.46,214.371 1809.68,214.325 1809.9,214.279 1810.12,214.233 1810.33,214.187 1810.55,214.142 \n",
       "  1810.77,214.096 1810.99,214.05 1811.21,214.005 1811.42,213.959 1811.64,213.914 1811.86,213.868 1812.08,213.823 1812.29,213.777 1812.51,213.732 1812.73,213.686 \n",
       "  1812.95,213.641 1813.17,213.596 1813.38,213.551 1813.6,213.505 1813.82,213.46 1814.04,213.415 1814.25,213.37 1814.47,213.325 1814.69,213.28 1814.91,213.235 \n",
       "  1815.13,213.19 1815.34,213.145 1815.56,213.1 1815.78,213.055 1816,213.01 1816.21,212.965 1816.43,212.92 1816.65,212.876 1816.87,212.831 1817.09,212.786 \n",
       "  1817.3,212.742 1817.52,212.697 1817.74,212.652 1817.96,212.608 1818.17,212.563 1818.39,212.519 1818.61,212.474 1818.83,212.43 1819.04,212.385 1819.26,212.341 \n",
       "  1819.48,212.297 1819.7,212.253 1819.92,212.208 1820.13,212.164 1820.35,212.12 1820.57,212.076 1820.79,212.032 1821,211.988 1821.22,211.944 1821.44,211.9 \n",
       "  1821.66,211.856 1821.88,211.812 1822.09,211.768 1822.31,211.724 1822.53,211.68 1822.75,211.636 1822.96,211.592 1823.18,211.549 1823.4,211.505 1823.62,211.461 \n",
       "  1823.84,211.418 1824.05,211.374 1824.27,211.33 1824.49,211.287 1824.71,211.243 1824.92,211.2 1825.14,211.156 1825.36,211.113 1825.58,211.07 1825.8,211.026 \n",
       "  1826.01,210.983 1826.23,210.94 1826.45,210.896 1826.67,210.853 1826.88,210.81 1827.1,210.767 1827.32,210.724 1827.54,210.681 1827.76,210.638 1827.97,210.595 \n",
       "  1828.19,210.552 1828.41,210.509 1828.63,210.466 1828.84,210.423 1829.06,210.38 1829.28,210.337 1829.5,210.294 1829.71,210.252 1829.93,210.209 1830.15,210.166 \n",
       "  1830.37,210.124 1830.59,210.081 1830.8,210.038 1831.02,209.996 1831.24,209.953 1831.46,209.911 1831.67,209.868 1831.89,209.826 1832.11,209.784 1832.33,209.741 \n",
       "  1832.55,209.699 1832.76,209.657 1832.98,209.614 1833.2,209.572 1833.42,209.53 1833.63,209.488 1833.85,209.446 1834.07,209.403 1834.29,209.361 1834.51,209.319 \n",
       "  1834.72,209.277 1834.94,209.235 1835.16,209.193 1835.38,209.152 1835.59,209.11 1835.81,209.068 1836.03,209.026 1836.25,208.984 1836.47,208.942 1836.68,208.901 \n",
       "  1836.9,208.859 1837.12,208.817 1837.34,208.776 1837.55,208.734 1837.77,208.693 1837.99,208.651 1838.21,208.61 1838.42,208.568 1838.64,208.527 1838.86,208.485 \n",
       "  1839.08,208.444 1839.3,208.403 1839.51,208.361 1839.73,208.32 1839.95,208.279 1840.17,208.238 1840.38,208.196 1840.6,208.155 1840.82,208.114 1841.04,208.073 \n",
       "  1841.26,208.032 1841.47,207.991 1841.69,207.95 1841.91,207.909 1842.13,207.868 1842.34,207.827 1842.56,207.786 1842.78,207.746 1843,207.705 1843.22,207.664 \n",
       "  1843.43,207.623 1843.65,207.583 1843.87,207.542 1844.09,207.501 1844.3,207.461 1844.52,207.42 1844.74,207.38 1844.96,207.339 1845.18,207.299 1845.39,207.258 \n",
       "  1845.61,207.218 1845.83,207.177 1846.05,207.137 1846.26,207.097 1846.48,207.056 1846.7,207.016 1846.92,206.976 1847.13,206.936 1847.35,206.895 1847.57,206.855 \n",
       "  1847.79,206.815 1848.01,206.775 1848.22,206.735 1848.44,206.695 1848.66,206.655 1848.88,206.615 1849.09,206.575 1849.31,206.535 1849.53,206.495 1849.75,206.455 \n",
       "  1849.97,206.416 1850.18,206.376 1850.4,206.336 1850.62,206.296 1850.84,206.257 1851.05,206.217 1851.27,206.178 1851.49,206.138 1851.71,206.098 1851.93,206.059 \n",
       "  1852.14,206.019 1852.36,205.98 1852.58,205.94 1852.8,205.901 1853.01,205.862 1853.23,205.822 1853.45,205.783 1853.67,205.744 1853.89,205.704 1854.1,205.665 \n",
       "  1854.32,205.626 1854.54,205.587 1854.76,205.548 1854.97,205.509 1855.19,205.47 1855.41,205.43 1855.63,205.391 1855.85,205.352 1856.06,205.314 1856.28,205.275 \n",
       "  1856.5,205.236 1856.72,205.197 1856.93,205.158 1857.15,205.119 1857.37,205.08 1857.59,205.042 1857.8,205.003 1858.02,204.964 1858.24,204.926 1858.46,204.887 \n",
       "  1858.68,204.848 1858.89,204.81 1859.11,204.771 1859.33,204.733 1859.55,204.694 1859.76,204.656 1859.98,204.617 1860.2,204.579 1860.42,204.541 1860.64,204.502 \n",
       "  1860.85,204.464 1861.07,204.426 1861.29,204.388 1861.51,204.349 1861.72,204.311 1861.94,204.273 1862.16,204.235 1862.38,204.197 1862.6,204.159 1862.81,204.121 \n",
       "  1863.03,204.083 1863.25,204.045 1863.47,204.007 1863.68,203.969 1863.9,203.931 1864.12,203.893 1864.34,203.855 1864.56,203.818 1864.77,203.78 1864.99,203.742 \n",
       "  1865.21,203.704 1865.43,203.667 1865.64,203.629 1865.86,203.591 1866.08,203.554 1866.3,203.516 1866.51,203.479 1866.73,203.441 1866.95,203.404 1867.17,203.366 \n",
       "  1867.39,203.329 1867.6,203.291 1867.82,203.254 1868.04,203.217 1868.26,203.179 1868.47,203.142 1868.69,203.105 1868.91,203.068 1869.13,203.031 1869.35,202.993 \n",
       "  1869.56,202.956 1869.78,202.919 1870,202.882 1870.22,202.845 1870.43,202.808 1870.65,202.771 1870.87,202.734 1871.09,202.697 1871.31,202.66 1871.52,202.623 \n",
       "  1871.74,202.587 1871.96,202.55 1872.18,202.513 1872.39,202.476 1872.61,202.439 1872.83,202.403 1873.05,202.366 1873.27,202.329 1873.48,202.293 1873.7,202.256 \n",
       "  1873.92,202.22 1874.14,202.183 1874.35,202.147 1874.57,202.11 1874.79,202.074 1875.01,202.037 1875.23,202.001 1875.44,201.965 1875.66,201.928 1875.88,201.892 \n",
       "  1876.1,201.856 1876.31,201.819 1876.53,201.783 1876.75,201.747 1876.97,201.711 1877.18,201.675 1877.4,201.639 1877.62,201.603 1877.84,201.566 1878.06,201.53 \n",
       "  1878.27,201.494 1878.49,201.458 1878.71,201.423 1878.93,201.387 1879.14,201.351 1879.36,201.315 1879.58,201.279 1879.8,201.243 1880.02,201.208 1880.23,201.172 \n",
       "  1880.45,201.136 1880.67,201.1 1880.89,201.065 1881.1,201.029 1881.32,200.993 1881.54,200.958 1881.76,200.922 1881.98,200.887 1882.19,200.851 1882.41,200.816 \n",
       "  1882.63,200.78 1882.85,200.745 1883.06,200.71 1883.28,200.674 1883.5,200.639 1883.72,200.604 1883.94,200.568 1884.15,200.533 1884.37,200.498 1884.59,200.463 \n",
       "  1884.81,200.428 1885.02,200.392 1885.24,200.357 1885.46,200.322 1885.68,200.287 1885.89,200.252 1886.11,200.217 1886.33,200.182 1886.55,200.147 1886.77,200.112 \n",
       "  1886.98,200.077 1887.2,200.043 1887.42,200.008 1887.64,199.973 1887.85,199.938 1888.07,199.903 1888.29,199.869 1888.51,199.834 1888.73,199.799 1888.94,199.765 \n",
       "  1889.16,199.73 1889.38,199.695 1889.6,199.661 1889.81,199.626 1890.03,199.592 1890.25,199.557 1890.47,199.523 1890.69,199.488 1890.9,199.454 1891.12,199.42 \n",
       "  1891.34,199.385 1891.56,199.351 1891.77,199.317 1891.99,199.282 1892.21,199.248 1892.43,199.214 1892.65,199.18 1892.86,199.146 1893.08,199.112 1893.3,199.077 \n",
       "  1893.52,199.043 1893.73,199.009 1893.95,198.975 1894.17,198.941 1894.39,198.907 1894.6,198.873 1894.82,198.839 1895.04,198.805 1895.26,198.772 1895.48,198.738 \n",
       "  1895.69,198.704 1895.91,198.67 1896.13,198.636 1896.35,198.603 1896.56,198.569 1896.78,198.535 1897,198.502 1897.22,198.468 1897.44,198.434 1897.65,198.401 \n",
       "  1897.87,198.367 1898.09,198.334 1898.31,198.3 1898.52,198.267 1898.74,198.233 1898.96,198.2 1899.18,198.166 1899.4,198.133 1899.61,198.1 1899.83,198.066 \n",
       "  1900.05,198.033 1900.27,198 1900.48,197.967 1900.7,197.933 1900.92,197.9 1901.14,197.867 1901.36,197.834 1901.57,197.801 1901.79,197.768 1902.01,197.735 \n",
       "  1902.23,197.702 1902.44,197.669 1902.66,197.636 1902.88,197.603 1903.1,197.57 1903.32,197.537 1903.53,197.504 1903.75,197.471 1903.97,197.438 1904.19,197.406 \n",
       "  1904.4,197.373 1904.62,197.34 1904.84,197.307 1905.06,197.275 1905.27,197.242 1905.49,197.209 1905.71,197.177 1905.93,197.144 1906.15,197.111 1906.36,197.079 \n",
       "  1906.58,197.046 1906.8,197.014 1907.02,196.981 1907.23,196.949 1907.45,196.917 1907.67,196.884 1907.89,196.852 1908.11,196.819 1908.32,196.787 1908.54,196.755 \n",
       "  1908.76,196.723 1908.98,196.69 1909.19,196.658 1909.41,196.626 1909.63,196.594 1909.85,196.562 1910.07,196.53 1910.28,196.497 1910.5,196.465 1910.72,196.433 \n",
       "  1910.94,196.401 1911.15,196.369 1911.37,196.337 1911.59,196.305 1911.81,196.274 1912.03,196.242 1912.24,196.21 1912.46,196.178 1912.68,196.146 1912.9,196.114 \n",
       "  1913.11,196.083 1913.33,196.051 1913.55,196.019 1913.77,195.987 1913.98,195.956 1914.2,195.924 1914.42,195.893 1914.64,195.861 1914.86,195.829 1915.07,195.798 \n",
       "  1915.29,195.766 1915.51,195.735 1915.73,195.703 1915.94,195.672 1916.16,195.641 1916.38,195.609 1916.6,195.578 1916.82,195.546 1917.03,195.515 1917.25,195.484 \n",
       "  1917.47,195.453 1917.69,195.421 1917.9,195.39 1918.12,195.359 1918.34,195.328 1918.56,195.297 1918.78,195.266 1918.99,195.234 1919.21,195.203 1919.43,195.172 \n",
       "  1919.65,195.141 1919.86,195.11 1920.08,195.079 1920.3,195.048 1920.52,195.017 1920.74,194.987 1920.95,194.956 1921.17,194.925 1921.39,194.894 1921.61,194.863 \n",
       "  1921.82,194.832 1922.04,194.802 1922.26,194.771 1922.48,194.74 1922.7,194.71 1922.91,194.679 1923.13,194.648 1923.35,194.618 1923.57,194.587 1923.78,194.556 \n",
       "  1924,194.526 1924.22,194.495 1924.44,194.465 1924.65,194.434 1924.87,194.404 1925.09,194.374 1925.31,194.343 1925.53,194.313 1925.74,194.283 1925.96,194.252 \n",
       "  1926.18,194.222 1926.4,194.192 1926.61,194.161 1926.83,194.131 1927.05,194.101 1927.27,194.071 1927.49,194.041 1927.7,194.01 1927.92,193.98 1928.14,193.95 \n",
       "  1928.36,193.92 1928.57,193.89 1928.79,193.86 1929.01,193.83 1929.23,193.8 1929.45,193.77 1929.66,193.74 1929.88,193.71 1930.1,193.681 1930.32,193.651 \n",
       "  1930.53,193.621 1930.75,193.591 1930.97,193.561 1931.19,193.532 1931.41,193.502 1931.62,193.472 1931.84,193.442 1932.06,193.413 1932.28,193.383 1932.49,193.354 \n",
       "  1932.71,193.324 1932.93,193.294 1933.15,193.265 1933.36,193.235 1933.58,193.206 1933.8,193.176 1934.02,193.147 1934.24,193.118 1934.45,193.088 1934.67,193.059 \n",
       "  1934.89,193.029 1935.11,193 1935.32,192.971 1935.54,192.941 1935.76,192.912 1935.98,192.883 1936.2,192.854 1936.41,192.825 1936.63,192.795 1936.85,192.766 \n",
       "  1937.07,192.737 1937.28,192.708 1937.5,192.679 1937.72,192.65 1937.94,192.621 1938.16,192.592 1938.37,192.563 1938.59,192.534 1938.81,192.505 1939.03,192.476 \n",
       "  1939.24,192.447 1939.46,192.418 1939.68,192.389 1939.9,192.361 1940.12,192.332 1940.33,192.303 1940.55,192.274 1940.77,192.245 1940.99,192.217 1941.2,192.188 \n",
       "  1941.42,192.159 1941.64,192.131 1941.86,192.102 1942.07,192.074 1942.29,192.045 1942.51,192.016 1942.73,191.988 1942.95,191.959 1943.16,191.931 1943.38,191.902 \n",
       "  1943.6,191.874 1943.82,191.846 1944.03,191.817 1944.25,191.789 1944.47,191.76 1944.69,191.732 1944.91,191.704 1945.12,191.675 1945.34,191.647 1945.56,191.619 \n",
       "  1945.78,191.591 1945.99,191.563 1946.21,191.534 1946.43,191.506 1946.65,191.478 1946.87,191.45 1947.08,191.422 1947.3,191.394 1947.52,191.366 1947.74,191.338 \n",
       "  1947.95,191.31 1948.17,191.282 1948.39,191.254 1948.61,191.226 1948.83,191.198 1949.04,191.17 1949.26,191.142 1949.48,191.114 1949.7,191.087 1949.91,191.059 \n",
       "  1950.13,191.031 1950.35,191.003 1950.57,190.976 1950.79,190.948 1951,190.92 1951.22,190.893 1951.44,190.865 1951.66,190.837 1951.87,190.81 1952.09,190.782 \n",
       "  1952.31,190.755 1952.53,190.727 1952.74,190.699 1952.96,190.672 1953.18,190.645 1953.4,190.617 1953.62,190.59 1953.83,190.562 1954.05,190.535 1954.27,190.508 \n",
       "  1954.49,190.48 1954.7,190.453 1954.92,190.426 1955.14,190.398 1955.36,190.371 1955.58,190.344 1955.79,190.317 1956.01,190.289 1956.23,190.262 1956.45,190.235 \n",
       "  1956.66,190.208 1956.88,190.181 1957.1,190.154 1957.32,190.127 1957.54,190.1 1957.75,190.073 1957.97,190.046 1958.19,190.019 1958.41,189.992 1958.62,189.965 \n",
       "  1958.84,189.938 1959.06,189.911 1959.28,189.884 1959.5,189.857 1959.71,189.831 1959.93,189.804 1960.15,189.777 1960.37,189.75 1960.58,189.723 1960.8,189.697 \n",
       "  1961.02,189.67 1961.24,189.643 1961.45,189.617 1961.67,189.59 1961.89,189.564 1962.11,189.537 1962.33,189.51 1962.54,189.484 1962.76,189.457 1962.98,189.431 \n",
       "  1963.2,189.404 1963.41,189.378 1963.63,189.351 1963.85,189.325 1964.07,189.299 1964.29,189.272 1964.5,189.246 1964.72,189.22 1964.94,189.193 1965.16,189.167 \n",
       "  1965.37,189.141 1965.59,189.114 1965.81,189.088 1966.03,189.062 1966.25,189.036 1966.46,189.01 1966.68,188.983 1966.9,188.957 1967.12,188.931 1967.33,188.905 \n",
       "  1967.55,188.879 1967.77,188.853 1967.99,188.827 1968.21,188.801 1968.42,188.775 1968.64,188.749 1968.86,188.723 1969.08,188.697 1969.29,188.671 1969.51,188.645 \n",
       "  1969.73,188.62 1969.95,188.594 1970.17,188.568 1970.38,188.542 1970.6,188.516 1970.82,188.491 1971.04,188.465 1971.25,188.439 1971.47,188.413 1971.69,188.388 \n",
       "  1971.91,188.362 1972.12,188.336 1972.34,188.311 1972.56,188.285 1972.78,188.26 1973,188.234 1973.21,188.209 1973.43,188.183 1973.65,188.158 1973.87,188.132 \n",
       "  1974.08,188.107 1974.3,188.081 1974.52,188.056 1974.74,188.03 1974.96,188.005 1975.17,187.98 1975.39,187.954 1975.61,187.929 1975.83,187.904 1976.04,187.879 \n",
       "  1976.26,187.853 1976.48,187.828 1976.7,187.803 1976.92,187.778 1977.13,187.752 1977.35,187.727 1977.57,187.702 1977.79,187.677 1978,187.652 1978.22,187.627 \n",
       "  1978.44,187.602 1978.66,187.577 1978.88,187.552 1979.09,187.527 1979.31,187.502 1979.53,187.477 1979.75,187.452 1979.96,187.427 1980.18,187.402 1980.4,187.377 \n",
       "  1980.62,187.353 1980.83,187.328 1981.05,187.303 1981.27,187.278 1981.49,187.253 1981.71,187.229 1981.92,187.204 1982.14,187.179 1982.36,187.154 1982.58,187.13 \n",
       "  1982.79,187.105 1983.01,187.081 1983.23,187.056 1983.45,187.031 1983.67,187.007 1983.88,186.982 1984.1,186.958 1984.32,186.933 1984.54,186.909 1984.75,186.884 \n",
       "  1984.97,186.86 1985.19,186.835 1985.41,186.811 1985.63,186.786 1985.84,186.762 1986.06,186.738 1986.28,186.713 1986.5,186.689 1986.71,186.665 1986.93,186.641 \n",
       "  1987.15,186.616 1987.37,186.592 1987.59,186.568 1987.8,186.544 1988.02,186.519 1988.24,186.495 1988.46,186.471 1988.67,186.447 1988.89,186.423 1989.11,186.399 \n",
       "  1989.33,186.375 1989.55,186.351 1989.76,186.327 1989.98,186.303 1990.2,186.279 1990.42,186.255 1990.63,186.231 1990.85,186.207 1991.07,186.183 1991.29,186.159 \n",
       "  1991.5,186.135 1991.72,186.111 1991.94,186.087 1992.16,186.064 1992.38,186.04 1992.59,186.016 1992.81,185.992 1993.03,185.969 1993.25,185.945 1993.46,185.921 \n",
       "  1993.68,185.897 1993.9,185.874 1994.12,185.85 1994.34,185.826 1994.55,185.803 1994.77,185.779 1994.99,185.756 1995.21,185.732 1995.42,185.709 1995.64,185.685 \n",
       "  1995.86,185.662 1996.08,185.638 1996.3,185.615 1996.51,185.591 1996.73,185.568 1996.95,185.544 1997.17,185.521 1997.38,185.498 1997.6,185.474 1997.82,185.451 \n",
       "  1998.04,185.428 1998.26,185.404 1998.47,185.381 1998.69,185.358 1998.91,185.335 1999.13,185.311 1999.34,185.288 1999.56,185.265 1999.78,185.242 2000,185.219 \n",
       "  2000.21,185.196 2000.43,185.172 2000.65,185.149 2000.87,185.126 2001.09,185.103 2001.3,185.08 2001.52,185.057 2001.74,185.034 2001.96,185.011 2002.17,184.988 \n",
       "  2002.39,184.965 2002.61,184.942 2002.83,184.92 2003.05,184.897 2003.26,184.874 2003.48,184.851 2003.7,184.828 2003.92,184.805 2004.13,184.783 2004.35,184.76 \n",
       "  2004.57,184.737 2004.79,184.714 2005.01,184.692 2005.22,184.669 2005.44,184.646 2005.66,184.623 2005.88,184.601 2006.09,184.578 2006.31,184.556 2006.53,184.533 \n",
       "  2006.75,184.51 2006.97,184.488 2007.18,184.465 2007.4,184.443 2007.62,184.42 2007.84,184.398 2008.05,184.375 2008.27,184.353 2008.49,184.331 2008.71,184.308 \n",
       "  2008.92,184.286 2009.14,184.263 2009.36,184.241 2009.58,184.219 2009.8,184.196 2010.01,184.174 2010.23,184.152 2010.45,184.129 2010.67,184.107 2010.88,184.085 \n",
       "  2011.1,184.063 2011.32,184.041 2011.54,184.018 2011.76,183.996 2011.97,183.974 2012.19,183.952 2012.41,183.93 2012.63,183.908 2012.84,183.886 2013.06,183.864 \n",
       "  2013.28,183.842 2013.5,183.82 2013.72,183.798 2013.93,183.776 2014.15,183.754 2014.37,183.732 2014.59,183.71 2014.8,183.688 2015.02,183.666 2015.24,183.644 \n",
       "  2015.46,183.622 2015.68,183.6 2015.89,183.579 2016.11,183.557 2016.33,183.535 2016.55,183.513 2016.76,183.491 2016.98,183.47 2017.2,183.448 2017.42,183.426 \n",
       "  2017.64,183.405 2017.85,183.383 2018.07,183.361 2018.29,183.34 2018.51,183.318 2018.72,183.296 2018.94,183.275 2019.16,183.253 2019.38,183.232 2019.59,183.21 \n",
       "  2019.81,183.189 2020.03,183.167 2020.25,183.146 2020.47,183.124 2020.68,183.103 2020.9,183.081 2021.12,183.06 2021.34,183.039 2021.55,183.017 2021.77,182.996 \n",
       "  2021.99,182.974 2022.21,182.953 2022.43,182.932 2022.64,182.911 2022.86,182.889 2023.08,182.868 2023.3,182.847 2023.51,182.826 2023.73,182.804 2023.95,182.783 \n",
       "  2024.17,182.762 2024.39,182.741 2024.6,182.72 2024.82,182.699 2025.04,182.678 2025.26,182.656 2025.47,182.635 2025.69,182.614 2025.91,182.593 2026.13,182.572 \n",
       "  2026.35,182.551 2026.56,182.53 2026.78,182.509 2027,182.488 2027.22,182.467 2027.43,182.447 2027.65,182.426 2027.87,182.405 2028.09,182.384 2028.3,182.363 \n",
       "  2028.52,182.342 2028.74,182.321 2028.96,182.301 2029.18,182.28 2029.39,182.259 2029.61,182.238 2029.83,182.218 2030.05,182.197 2030.26,182.176 2030.48,182.155 \n",
       "  2030.7,182.135 2030.92,182.114 2031.14,182.094 2031.35,182.073 2031.57,182.052 2031.79,182.032 2032.01,182.011 2032.22,181.991 2032.44,181.97 2032.66,181.95 \n",
       "  2032.88,181.929 2033.1,181.909 2033.31,181.888 2033.53,181.868 2033.75,181.847 2033.97,181.827 2034.18,181.806 2034.4,181.786 2034.62,181.766 2034.84,181.745 \n",
       "  2035.06,181.725 2035.27,181.705 2035.49,181.684 2035.71,181.664 2035.93,181.644 2036.14,181.624 2036.36,181.603 2036.58,181.583 2036.8,181.563 2037.02,181.543 \n",
       "  2037.23,181.523 2037.45,181.502 2037.67,181.482 2037.89,181.462 2038.1,181.442 2038.32,181.422 2038.54,181.402 2038.76,181.382 2038.97,181.362 2039.19,181.342 \n",
       "  2039.41,181.322 2039.63,181.302 2039.85,181.282 2040.06,181.262 2040.28,181.242 2040.5,181.222 2040.72,181.202 2040.93,181.182 2041.15,181.162 2041.37,181.142 \n",
       "  2041.59,181.123 2041.81,181.103 2042.02,181.083 2042.24,181.063 2042.46,181.043 2042.68,181.024 2042.89,181.004 2043.11,180.984 2043.33,180.964 2043.55,180.945 \n",
       "  2043.77,180.925 2043.98,180.905 2044.2,180.886 2044.42,180.866 2044.64,180.846 2044.85,180.827 2045.07,180.807 2045.29,180.788 2045.51,180.768 2045.73,180.748 \n",
       "  2045.94,180.729 2046.16,180.709 2046.38,180.69 2046.6,180.67 2046.81,180.651 2047.03,180.632 2047.25,180.612 2047.47,180.593 2047.68,180.573 2047.9,180.554 \n",
       "  2048.12,180.535 2048.34,180.515 2048.56,180.496 2048.77,180.476 2048.99,180.457 2049.21,180.438 2049.43,180.419 2049.64,180.399 2049.86,180.38 2050.08,180.361 \n",
       "  2050.3,180.342 2050.52,180.322 2050.73,180.303 2050.95,180.284 2051.17,180.265 2051.39,180.246 2051.6,180.227 2051.82,180.208 2052.04,180.188 2052.26,180.169 \n",
       "  2052.48,180.15 2052.69,180.131 2052.91,180.112 2053.13,180.093 2053.35,180.074 2053.56,180.055 2053.78,180.036 2054,180.017 2054.22,179.998 2054.44,179.979 \n",
       "  2054.65,179.961 2054.87,179.942 2055.09,179.923 2055.31,179.904 2055.52,179.885 2055.74,179.866 2055.96,179.847 2056.18,179.829 2056.39,179.81 2056.61,179.791 \n",
       "  2056.83,179.772 2057.05,179.754 2057.27,179.735 2057.48,179.716 2057.7,179.697 2057.92,179.679 2058.14,179.66 2058.35,179.641 2058.57,179.623 2058.79,179.604 \n",
       "  2059.01,179.586 2059.23,179.567 2059.44,179.548 2059.66,179.53 2059.88,179.511 2060.1,179.493 2060.31,179.474 2060.53,179.456 2060.75,179.437 2060.97,179.419 \n",
       "  2061.19,179.4 2061.4,179.382 2061.62,179.363 2061.84,179.345 2062.06,179.327 2062.27,179.308 2062.49,179.29 2062.71,179.272 2062.93,179.253 2063.15,179.235 \n",
       "  2063.36,179.217 2063.58,179.198 2063.8,179.18 2064.02,179.162 2064.23,179.144 2064.45,179.125 2064.67,179.107 2064.89,179.089 2065.11,179.071 2065.32,179.052 \n",
       "  2065.54,179.034 2065.76,179.016 2065.98,178.998 2066.19,178.98 2066.41,178.962 2066.63,178.944 2066.85,178.926 2067.06,178.908 2067.28,178.89 2067.5,178.872 \n",
       "  2067.72,178.854 2067.94,178.836 2068.15,178.818 2068.37,178.8 2068.59,178.782 2068.81,178.764 2069.02,178.746 2069.24,178.728 2069.46,178.71 2069.68,178.692 \n",
       "  2069.9,178.674 2070.11,178.656 2070.33,178.639 2070.55,178.621 2070.77,178.603 2070.98,178.585 2071.2,178.567 2071.42,178.55 2071.64,178.532 2071.86,178.514 \n",
       "  2072.07,178.496 2072.29,178.479 2072.51,178.461 2072.73,178.443 2072.94,178.426 2073.16,178.408 2073.38,178.39 2073.6,178.373 2073.82,178.355 2074.03,178.337 \n",
       "  2074.25,178.32 2074.47,178.302 2074.69,178.285 2074.9,178.267 2075.12,178.25 2075.34,178.232 2075.56,178.215 2075.77,178.197 2075.99,178.18 2076.21,178.162 \n",
       "  2076.43,178.145 2076.65,178.127 2076.86,178.11 2077.08,178.093 2077.3,178.075 2077.52,178.058 2077.73,178.041 2077.95,178.023 2078.17,178.006 2078.39,177.989 \n",
       "  2078.61,177.971 2078.82,177.954 2079.04,177.937 2079.26,177.919 2079.48,177.902 2079.69,177.885 2079.91,177.868 2080.13,177.851 2080.35,177.833 2080.57,177.816 \n",
       "  2080.78,177.799 2081,177.782 2081.22,177.765 2081.44,177.748 2081.65,177.731 2081.87,177.713 2082.09,177.696 2082.31,177.679 2082.53,177.662 2082.74,177.645 \n",
       "  2082.96,177.628 2083.18,177.611 2083.4,177.594 2083.61,177.577 2083.83,177.56 2084.05,177.543 2084.27,177.526 2084.49,177.509 2084.7,177.493 2084.92,177.476 \n",
       "  2085.14,177.459 2085.36,177.442 2085.57,177.425 2085.79,177.408 2086.01,177.391 2086.23,177.375 2086.44,177.358 2086.66,177.341 2086.88,177.324 2087.1,177.307 \n",
       "  2087.32,177.291 2087.53,177.274 2087.75,177.257 2087.97,177.241 2088.19,177.224 2088.4,177.207 2088.62,177.191 2088.84,177.174 2089.06,177.157 2089.28,177.141 \n",
       "  2089.49,177.124 2089.71,177.107 2089.93,177.091 2090.15,177.074 2090.36,177.058 2090.58,177.041 2090.8,177.025 2091.02,177.008 2091.24,176.992 2091.45,176.975 \n",
       "  2091.67,176.959 2091.89,176.942 2092.11,176.926 2092.32,176.909 2092.54,176.893 2092.76,176.877 2092.98,176.86 2093.2,176.844 2093.41,176.827 2093.63,176.811 \n",
       "  2093.85,176.795 2094.07,176.778 2094.28,176.762 2094.5,176.746 2094.72,176.729 2094.94,176.713 2095.15,176.697 2095.37,176.681 2095.59,176.664 2095.81,176.648 \n",
       "  2096.03,176.632 2096.24,176.616 2096.46,176.6 2096.68,176.583 2096.9,176.567 2097.11,176.551 2097.33,176.535 2097.55,176.519 2097.77,176.503 2097.99,176.487 \n",
       "  2098.2,176.471 2098.42,176.455 2098.64,176.438 2098.86,176.422 2099.07,176.406 2099.29,176.39 2099.51,176.374 2099.73,176.358 2099.95,176.342 2100.16,176.326 \n",
       "  2100.38,176.311 2100.6,176.295 2100.82,176.279 2101.03,176.263 2101.25,176.247 2101.47,176.231 2101.69,176.215 2101.91,176.199 2102.12,176.183 2102.34,176.168 \n",
       "  2102.56,176.152 2102.78,176.136 2102.99,176.12 2103.21,176.104 2103.43,176.089 2103.65,176.073 2103.86,176.057 2104.08,176.041 2104.3,176.026 2104.52,176.01 \n",
       "  2104.74,175.994 2104.95,175.979 2105.17,175.963 2105.39,175.947 2105.61,175.932 2105.82,175.916 2106.04,175.9 2106.26,175.885 2106.48,175.869 2106.7,175.854 \n",
       "  2106.91,175.838 2107.13,175.823 2107.35,175.807 2107.57,175.791 2107.78,175.776 2108,175.76 2108.22,175.745 2108.44,175.73 2108.66,175.714 2108.87,175.699 \n",
       "  2109.09,175.683 2109.31,175.668 2109.53,175.652 2109.74,175.637 2109.96,175.622 2110.18,175.606 2110.4,175.591 2110.62,175.575 2110.83,175.56 2111.05,175.545 \n",
       "  2111.27,175.529 2111.49,175.514 2111.7,175.499 2111.92,175.484 2112.14,175.468 2112.36,175.453 2112.58,175.438 2112.79,175.423 2113.01,175.407 2113.23,175.392 \n",
       "  2113.45,175.377 2113.66,175.362 2113.88,175.347 2114.1,175.332 2114.32,175.316 2114.53,175.301 2114.75,175.286 2114.97,175.271 2115.19,175.256 2115.41,175.241 \n",
       "  2115.62,175.226 2115.84,175.211 2116.06,175.196 2116.28,175.181 2116.49,175.166 2116.71,175.151 2116.93,175.136 2117.15,175.121 2117.37,175.106 2117.58,175.091 \n",
       "  2117.8,175.076 2118.02,175.061 2118.24,175.046 2118.45,175.031 2118.67,175.016 2118.89,175.001 2119.11,174.986 2119.33,174.972 2119.54,174.957 2119.76,174.942 \n",
       "  2119.98,174.927 2120.2,174.912 2120.41,174.898 2120.63,174.883 2120.85,174.868 2121.07,174.853 2121.29,174.838 2121.5,174.824 2121.72,174.809 2121.94,174.794 \n",
       "  2122.16,174.78 2122.37,174.765 2122.59,174.75 2122.81,174.736 2123.03,174.721 2123.24,174.706 2123.46,174.692 2123.68,174.677 2123.9,174.662 2124.12,174.648 \n",
       "  2124.33,174.633 2124.55,174.619 2124.77,174.604 2124.99,174.59 2125.2,174.575 2125.42,174.561 2125.64,174.546 2125.86,174.532 2126.08,174.517 2126.29,174.503 \n",
       "  2126.51,174.488 2126.73,174.474 2126.95,174.459 2127.16,174.445 2127.38,174.43 2127.6,174.416 2127.82,174.402 2128.04,174.387 2128.25,174.373 2128.47,174.358 \n",
       "  2128.69,174.344 2128.91,174.33 2129.12,174.315 2129.34,174.301 2129.56,174.287 2129.78,174.273 2130,174.258 2130.21,174.244 2130.43,174.23 2130.65,174.216 \n",
       "  2130.87,174.201 2131.08,174.187 2131.3,174.173 2131.52,174.159 2131.74,174.145 2131.96,174.13 2132.17,174.116 2132.39,174.102 2132.61,174.088 2132.83,174.074 \n",
       "  2133.04,174.06 2133.26,174.046 2133.48,174.031 2133.7,174.017 2133.91,174.003 2134.13,173.989 2134.35,173.975 2134.57,173.961 2134.79,173.947 2135,173.933 \n",
       "  2135.22,173.919 2135.44,173.905 2135.66,173.891 2135.87,173.877 2136.09,173.863 2136.31,173.849 2136.53,173.835 2136.75,173.822 2136.96,173.808 2137.18,173.794 \n",
       "  2137.4,173.78 2137.62,173.766 2137.83,173.752 2138.05,173.738 2138.27,173.724 2138.49,173.711 2138.71,173.697 2138.92,173.683 2139.14,173.669 2139.36,173.655 \n",
       "  2139.58,173.642 2139.79,173.628 2140.01,173.614 2140.23,173.6 2140.45,173.587 2140.67,173.573 2140.88,173.559 2141.1,173.546 2141.32,173.532 2141.54,173.518 \n",
       "  2141.75,173.505 2141.97,173.491 2142.19,173.477 2142.41,173.464 2142.62,173.45 2142.84,173.436 2143.06,173.423 2143.28,173.409 2143.5,173.396 2143.71,173.382 \n",
       "  2143.93,173.369 2144.15,173.355 2144.37,173.341 2144.58,173.328 2144.8,173.314 2145.02,173.301 2145.24,173.288 2145.46,173.274 2145.67,173.261 2145.89,173.247 \n",
       "  2146.11,173.234 2146.33,173.22 2146.54,173.207 2146.76,173.193 2146.98,173.18 2147.2,173.167 2147.42,173.153 2147.63,173.14 2147.85,173.127 2148.07,173.113 \n",
       "  2148.29,173.1 2148.5,173.087 2148.72,173.073 2148.94,173.06 2149.16,173.047 2149.38,173.033 2149.59,173.02 2149.81,173.007 2150.03,172.994 2150.25,172.98 \n",
       "  2150.46,172.967 2150.68,172.954 2150.9,172.941 2151.12,172.928 2151.33,172.914 2151.55,172.901 2151.77,172.888 2151.99,172.875 2152.21,172.862 2152.42,172.849 \n",
       "  2152.64,172.836 2152.86,172.823 2153.08,172.809 2153.29,172.796 2153.51,172.783 2153.73,172.77 2153.95,172.757 2154.17,172.744 2154.38,172.731 2154.6,172.718 \n",
       "  2154.82,172.705 2155.04,172.692 2155.25,172.679 2155.47,172.666 2155.69,172.653 2155.91,172.64 2156.13,172.627 2156.34,172.614 2156.56,172.601 2156.78,172.589 \n",
       "  2157,172.576 2157.21,172.563 2157.43,172.55 2157.65,172.537 2157.87,172.524 2158.09,172.511 2158.3,172.498 2158.52,172.486 2158.74,172.473 2158.96,172.46 \n",
       "  2159.17,172.447 2159.39,172.434 2159.61,172.422 2159.83,172.409 2160.05,172.396 2160.26,172.383 2160.48,172.371 2160.7,172.358 2160.92,172.345 2161.13,172.333 \n",
       "  2161.35,172.32 2161.57,172.307 2161.79,172.295 2162,172.282 2162.22,172.269 2162.44,172.257 2162.66,172.244 2162.88,172.231 2163.09,172.219 2163.31,172.206 \n",
       "  2163.53,172.194 2163.75,172.181 2163.96,172.168 2164.18,172.156 2164.4,172.143 2164.62,172.131 2164.84,172.118 2165.05,172.106 2165.27,172.093 2165.49,172.081 \n",
       "  2165.71,172.068 2165.92,172.056 2166.14,172.043 2166.36,172.031 2166.58,172.018 2166.8,172.006 2167.01,171.994 2167.23,171.981 2167.45,171.969 2167.67,171.956 \n",
       "  2167.88,171.944 2168.1,171.932 2168.32,171.919 2168.54,171.907 2168.76,171.895 2168.97,171.882 2169.19,171.87 2169.41,171.858 2169.63,171.845 2169.84,171.833 \n",
       "  2170.06,171.821 2170.28,171.809 2170.5,171.796 2170.71,171.784 2170.93,171.772 2171.15,171.76 2171.37,171.747 2171.59,171.735 2171.8,171.723 2172.02,171.711 \n",
       "  2172.24,171.699 2172.46,171.686 2172.67,171.674 2172.89,171.662 2173.11,171.65 2173.33,171.638 2173.55,171.626 2173.76,171.614 2173.98,171.601 2174.2,171.589 \n",
       "  2174.42,171.577 2174.63,171.565 2174.85,171.553 2175.07,171.541 2175.29,171.529 2175.51,171.517 2175.72,171.505 2175.94,171.493 2176.16,171.481 2176.38,171.469 \n",
       "  2176.59,171.457 2176.81,171.445 2177.03,171.433 2177.25,171.421 2177.47,171.409 2177.68,171.397 2177.9,171.385 2178.12,171.373 2178.34,171.362 2178.55,171.35 \n",
       "  2178.77,171.338 2178.99,171.326 2179.21,171.314 2179.43,171.302 2179.64,171.29 2179.86,171.279 2180.08,171.267 2180.3,171.255 2180.51,171.243 2180.73,171.231 \n",
       "  2180.95,171.219 2181.17,171.208 2181.38,171.196 2181.6,171.184 2181.82,171.172 2182.04,171.161 2182.26,171.149 2182.47,171.137 2182.69,171.126 2182.91,171.114 \n",
       "  2183.13,171.102 2183.34,171.09 2183.56,171.079 2183.78,171.067 2184,171.055 2184.22,171.044 2184.43,171.032 2184.65,171.021 2184.87,171.009 2185.09,170.997 \n",
       "  2185.3,170.986 2185.52,170.974 2185.74,170.963 2185.96,170.951 2186.18,170.94 2186.39,170.928 2186.61,170.916 2186.83,170.905 2187.05,170.893 2187.26,170.882 \n",
       "  2187.48,170.87 2187.7,170.859 2187.92,170.847 2188.14,170.836 2188.35,170.824 2188.57,170.813 2188.79,170.802 2189.01,170.79 2189.22,170.779 2189.44,170.767 \n",
       "  2189.66,170.756 2189.88,170.744 2190.09,170.733 2190.31,170.722 2190.53,170.71 2190.75,170.699 2190.97,170.688 2191.18,170.676 2191.4,170.665 2191.62,170.654 \n",
       "  2191.84,170.642 2192.05,170.631 2192.27,170.62 2192.49,170.608 2192.71,170.597 2192.93,170.586 2193.14,170.575 2193.36,170.563 2193.58,170.552 2193.8,170.541 \n",
       "  2194.01,170.53 2194.23,170.519 2194.45,170.507 2194.67,170.496 2194.89,170.485 2195.1,170.474 2195.32,170.463 2195.54,170.451 2195.76,170.44 2195.97,170.429 \n",
       "  2196.19,170.418 2196.41,170.407 2196.63,170.396 2196.85,170.385 2197.06,170.374 2197.28,170.363 2197.5,170.351 2197.72,170.34 2197.93,170.329 2198.15,170.318 \n",
       "  2198.37,170.307 2198.59,170.296 2198.81,170.285 2199.02,170.274 2199.24,170.263 2199.46,170.252 2199.68,170.241 2199.89,170.23 2200.11,170.219 2200.33,170.208 \n",
       "  2200.55,170.197 2200.76,170.186 2200.98,170.176 2201.2,170.165 2201.42,170.154 2201.64,170.143 2201.85,170.132 2202.07,170.121 2202.29,170.11 2202.51,170.099 \n",
       "  2202.72,170.088 2202.94,170.078 2203.16,170.067 2203.38,170.056 2203.6,170.045 2203.81,170.034 2204.03,170.023 2204.25,170.013 2204.47,170.002 2204.68,169.991 \n",
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       "  301.747,1354.98 301.964,1355.12 302.182,1355.27 302.4,1355.41 302.618,1355.55 302.835,1355.69 303.053,1355.83 303.271,1355.97 303.489,1356.1 303.706,1356.24 \n",
       "  303.924,1356.38 304.142,1356.52 304.36,1356.65 304.577,1356.79 304.795,1356.92 305.013,1357.06 305.231,1357.19 305.448,1357.33 305.666,1357.46 305.884,1357.59 \n",
       "  306.102,1357.72 306.319,1357.86 306.537,1357.99 306.755,1358.12 306.973,1358.25 307.19,1358.38 307.408,1358.51 307.626,1358.64 307.844,1358.77 308.061,1358.89 \n",
       "  308.279,1359.02 308.497,1359.15 308.715,1359.27 308.932,1359.4 309.15,1359.52 309.368,1359.65 309.586,1359.77 309.803,1359.9 310.021,1360.02 310.239,1360.14 \n",
       "  310.457,1360.27 310.674,1360.39 310.892,1360.51 311.11,1360.63 311.328,1360.75 311.545,1360.87 311.763,1360.99 311.981,1361.11 312.199,1361.23 312.417,1361.35 \n",
       "  312.634,1361.47 312.852,1361.59 313.07,1361.7 313.288,1361.82 313.505,1361.94 313.723,1362.05 313.941,1362.17 314.159,1362.28 314.376,1362.4 314.594,1362.51 \n",
       "  314.812,1362.62 315.03,1362.74 315.247,1362.85 315.465,1362.96 315.683,1363.07 315.901,1363.18 316.118,1363.3 316.336,1363.41 316.554,1363.52 316.772,1363.63 \n",
       "  316.989,1363.74 317.207,1363.84 317.425,1363.95 317.643,1364.06 317.86,1364.17 318.078,1364.28 318.296,1364.38 318.514,1364.49 318.731,1364.6 318.949,1364.7 \n",
       "  319.167,1364.81 319.385,1364.91 319.602,1365.02 319.82,1365.12 320.038,1365.22 320.256,1365.33 320.473,1365.43 320.691,1365.53 320.909,1365.63 321.127,1365.73 \n",
       "  321.344,1365.83 321.562,1365.93 321.78,1366.02 321.998,1366.12 322.215,1366.22 322.433,1366.31 322.651,1366.41 322.869,1366.5 323.086,1366.6 323.304,1366.69 \n",
       "  323.522,1366.78 323.74,1366.87 323.957,1366.96 324.175,1367.05 324.393,1367.14 324.611,1367.23 324.828,1367.32 325.046,1367.4 325.264,1367.49 325.482,1367.58 \n",
       "  325.699,1367.66 325.917,1367.75 326.135,1367.83 326.353,1367.91 326.57,1367.99 326.788,1368.08 327.006,1368.16 327.224,1368.24 327.441,1368.32 327.659,1368.4 \n",
       "  327.877,1368.48 328.095,1368.55 328.312,1368.63 328.53,1368.71 328.748,1368.79 328.966,1368.86 329.183,1368.94 329.401,1369.01 329.619,1369.08 329.837,1369.16 \n",
       "  330.054,1369.23 330.272,1369.3 330.49,1369.37 330.708,1369.45 330.925,1369.52 331.143,1369.59 331.361,1369.65 331.579,1369.72 331.796,1369.79 332.014,1369.86 \n",
       "  332.232,1369.93 332.45,1369.99 332.667,1370.06 332.885,1370.12 333.103,1370.19 333.321,1370.25 333.538,1370.32 333.756,1370.38 333.974,1370.44 334.192,1370.5 \n",
       "  334.409,1370.57 334.627,1370.63 334.845,1370.69 335.063,1370.75 335.281,1370.81 335.498,1370.87 335.716,1370.92 335.934,1370.98 336.152,1371.04 336.369,1371.1 \n",
       "  336.587,1371.15 336.805,1371.21 337.023,1371.26 337.24,1371.32 337.458,1371.37 337.676,1371.43 337.894,1371.48 338.111,1371.53 338.329,1371.59 338.547,1371.64 \n",
       "  338.765,1371.69 338.982,1371.74 339.2,1371.79 339.418,1371.84 339.636,1371.89 339.853,1371.94 340.071,1371.99 340.289,1372.04 340.507,1372.09 340.724,1372.14 \n",
       "  340.942,1372.18 341.16,1372.23 341.378,1372.28 341.595,1372.32 341.813,1372.37 342.031,1372.41 342.249,1372.46 342.466,1372.5 342.684,1372.54 342.902,1372.59 \n",
       "  343.12,1372.63 343.337,1372.67 343.555,1372.72 343.773,1372.76 343.991,1372.8 344.208,1372.84 344.426,1372.88 344.644,1372.92 344.862,1372.96 345.079,1373 \n",
       "  345.297,1373.04 345.515,1373.08 345.733,1373.11 345.95,1373.15 346.168,1373.19 346.386,1373.23 346.604,1373.26 346.821,1373.3 347.039,1373.34 347.257,1373.37 \n",
       "  347.475,1373.41 347.692,1373.44 347.91,1373.48 348.128,1373.51 348.346,1373.54 348.563,1373.58 348.781,1373.61 348.999,1373.64 349.217,1373.67 349.434,1373.71 \n",
       "  349.652,1373.74 349.87,1373.77 350.088,1373.8 350.305,1373.83 350.523,1373.86 350.741,1373.89 350.959,1373.92 351.176,1373.95 351.394,1373.98 351.612,1374.01 \n",
       "  351.83,1374.03 352.047,1374.06 352.265,1374.09 352.483,1374.12 352.701,1374.14 352.918,1374.17 353.136,1374.2 353.354,1374.22 353.572,1374.25 353.789,1374.27 \n",
       "  354.007,1374.3 354.225,1374.32 354.443,1374.35 354.66,1374.37 354.878,1374.4 355.096,1374.42 355.314,1374.44 355.531,1374.47 355.749,1374.49 355.967,1374.51 \n",
       "  356.185,1374.53 356.402,1374.56 356.62,1374.58 356.838,1374.6 357.056,1374.62 357.273,1374.64 357.491,1374.66 357.709,1374.68 357.927,1374.7 358.144,1374.72 \n",
       "  358.362,1374.74 358.58,1374.76 358.798,1374.78 359.016,1374.8 359.233,1374.82 359.451,1374.83 359.669,1374.85 359.887,1374.87 360.104,1374.89 360.322,1374.9 \n",
       "  360.54,1374.92 360.758,1374.94 360.975,1374.95 361.193,1374.97 361.411,1374.98 361.629,1375 361.846,1375.02 362.064,1375.03 362.282,1375.05 362.5,1375.06 \n",
       "  362.717,1375.07 362.935,1375.09 363.153,1375.1 363.371,1375.12 363.588,1375.13 363.806,1375.14 364.024,1375.16 364.242,1375.17 364.459,1375.18 364.677,1375.19 \n",
       "  364.895,1375.21 365.113,1375.22 365.33,1375.23 365.548,1375.24 365.766,1375.25 365.984,1375.26 366.201,1375.27 366.419,1375.29 366.637,1375.3 366.855,1375.31 \n",
       "  367.072,1375.32 367.29,1375.33 367.508,1375.34 367.726,1375.35 367.943,1375.35 368.161,1375.36 368.379,1375.37 368.597,1375.38 368.814,1375.39 369.032,1375.4 \n",
       "  369.25,1375.41 369.468,1375.41 369.685,1375.42 369.903,1375.43 370.121,1375.44 370.339,1375.44 370.556,1375.45 370.774,1375.46 370.992,1375.46 371.21,1375.47 \n",
       "  371.427,1375.48 371.645,1375.48 371.863,1375.49 372.081,1375.49 372.298,1375.5 372.516,1375.5 372.734,1375.51 372.952,1375.52 373.169,1375.52 373.387,1375.52 \n",
       "  373.605,1375.53 373.823,1375.53 374.04,1375.54 374.258,1375.54 374.476,1375.55 374.694,1375.55 374.911,1375.55 375.129,1375.56 375.347,1375.56 375.565,1375.56 \n",
       "  375.782,1375.57 376,1375.57 376.218,1375.57 376.436,1375.57 376.653,1375.58 376.871,1375.58 377.089,1375.58 377.307,1375.58 377.524,1375.58 377.742,1375.59 \n",
       "  377.96,1375.59 378.178,1375.59 378.395,1375.59 378.613,1375.59 378.831,1375.59 379.049,1375.59 379.266,1375.59 379.484,1375.59 379.702,1375.59 379.92,1375.59 \n",
       "  380.137,1375.59 380.355,1375.59 380.573,1375.59 380.791,1375.59 381.008,1375.59 381.226,1375.59 381.444,1375.59 381.662,1375.59 381.88,1375.59 382.097,1375.59 \n",
       "  382.315,1375.59 382.533,1375.59 382.751,1375.59 382.968,1375.59 383.186,1375.58 383.404,1375.58 383.622,1375.58 383.839,1375.58 384.057,1375.58 384.275,1375.57 \n",
       "  384.493,1375.57 384.71,1375.57 384.928,1375.57 385.146,1375.56 385.364,1375.56 385.581,1375.56 385.799,1375.56 386.017,1375.55 386.235,1375.55 386.452,1375.55 \n",
       "  386.67,1375.54 386.888,1375.54 387.106,1375.54 387.323,1375.53 387.541,1375.53 387.759,1375.52 387.977,1375.52 388.194,1375.52 388.412,1375.51 388.63,1375.51 \n",
       "  388.848,1375.5 389.065,1375.5 389.283,1375.49 389.501,1375.49 389.719,1375.49 389.936,1375.48 390.154,1375.48 390.372,1375.47 390.59,1375.47 390.807,1375.46 \n",
       "  391.025,1375.46 391.243,1375.45 391.461,1375.44 391.678,1375.44 391.896,1375.43 392.114,1375.43 392.332,1375.42 392.549,1375.42 392.767,1375.41 392.985,1375.4 \n",
       "  393.203,1375.4 393.42,1375.39 393.638,1375.39 393.856,1375.38 394.074,1375.37 394.291,1375.37 394.509,1375.36 394.727,1375.35 394.945,1375.35 395.162,1375.34 \n",
       "  395.38,1375.33 395.598,1375.33 395.816,1375.32 396.033,1375.31 396.251,1375.3 396.469,1375.3 396.687,1375.29 396.904,1375.28 397.122,1375.28 397.34,1375.27 \n",
       "  397.558,1375.26 397.775,1375.25 397.993,1375.24 398.211,1375.24 398.429,1375.23 398.646,1375.22 398.864,1375.21 399.082,1375.21 399.3,1375.2 399.517,1375.19 \n",
       "  399.735,1375.18 399.953,1375.17 400.171,1375.16 400.388,1375.16 400.606,1375.15 400.824,1375.14 401.042,1375.13 401.259,1375.12 401.477,1375.11 401.695,1375.1 \n",
       "  401.913,1375.09 402.13,1375.09 402.348,1375.08 402.566,1375.07 402.784,1375.06 403.001,1375.05 403.219,1375.04 403.437,1375.03 403.655,1375.02 403.872,1375.01 \n",
       "  404.09,1375 404.308,1374.99 404.526,1374.98 404.743,1374.97 404.961,1374.97 405.179,1374.96 405.397,1374.95 405.615,1374.94 405.832,1374.93 406.05,1374.92 \n",
       "  406.268,1374.91 406.486,1374.9 406.703,1374.89 406.921,1374.88 407.139,1374.87 407.357,1374.86 407.574,1374.85 407.792,1374.84 408.01,1374.83 408.228,1374.81 \n",
       "  408.445,1374.8 408.663,1374.79 408.881,1374.78 409.099,1374.77 409.316,1374.76 409.534,1374.75 409.752,1374.74 409.97,1374.73 410.187,1374.72 410.405,1374.71 \n",
       "  410.623,1374.7 410.841,1374.69 411.058,1374.68 411.276,1374.66 411.494,1374.65 411.712,1374.64 411.929,1374.63 412.147,1374.62 412.365,1374.61 412.583,1374.6 \n",
       "  412.8,1374.59 413.018,1374.58 413.236,1374.56 413.454,1374.55 413.671,1374.54 413.889,1374.53 414.107,1374.52 414.325,1374.51 414.542,1374.5 414.76,1374.48 \n",
       "  414.978,1374.47 415.196,1374.46 415.413,1374.45 415.631,1374.44 415.849,1374.43 416.067,1374.41 416.284,1374.4 416.502,1374.39 416.72,1374.38 416.938,1374.37 \n",
       "  417.155,1374.35 417.373,1374.34 417.591,1374.33 417.809,1374.32 418.026,1374.31 418.244,1374.29 418.462,1374.28 418.68,1374.27 418.897,1374.26 419.115,1374.25 \n",
       "  419.333,1374.23 419.551,1374.22 419.768,1374.21 419.986,1374.2 420.204,1374.18 420.422,1374.17 420.639,1374.16 420.857,1374.15 421.075,1374.13 421.293,1374.12 \n",
       "  421.51,1374.11 421.728,1374.1 421.946,1374.08 422.164,1374.07 422.381,1374.06 422.599,1374.04 422.817,1374.03 423.035,1374.02 423.252,1374.01 423.47,1373.99 \n",
       "  423.688,1373.98 423.906,1373.97 424.123,1373.95 424.341,1373.94 424.559,1373.93 424.777,1373.92 424.994,1373.9 425.212,1373.89 425.43,1373.88 425.648,1373.86 \n",
       "  425.865,1373.85 426.083,1373.84 426.301,1373.82 426.519,1373.81 426.736,1373.8 426.954,1373.78 427.172,1373.77 427.39,1373.76 427.607,1373.74 427.825,1373.73 \n",
       "  428.043,1373.72 428.261,1373.7 428.479,1373.69 428.696,1373.68 428.914,1373.66 429.132,1373.65 429.35,1373.64 429.567,1373.62 429.785,1373.61 430.003,1373.6 \n",
       "  430.221,1373.58 430.438,1373.57 430.656,1373.56 430.874,1373.54 431.092,1373.53 431.309,1373.52 431.527,1373.5 431.745,1373.49 431.963,1373.47 432.18,1373.46 \n",
       "  432.398,1373.45 432.616,1373.43 432.834,1373.42 433.051,1373.41 433.269,1373.39 433.487,1373.38 433.705,1373.36 433.922,1373.35 434.14,1373.34 434.358,1373.32 \n",
       "  434.576,1373.31 434.793,1373.29 435.011,1373.28 435.229,1373.27 435.447,1373.25 435.664,1373.24 435.882,1373.22 436.1,1373.21 436.318,1373.2 436.535,1373.18 \n",
       "  436.753,1373.17 436.971,1373.15 437.189,1373.14 437.406,1373.12 437.624,1373.11 437.842,1373.1 438.06,1373.08 438.277,1373.07 438.495,1373.05 438.713,1373.04 \n",
       "  438.931,1373.02 439.148,1373.01 439.366,1373 439.584,1372.98 439.802,1372.97 440.019,1372.95 440.237,1372.94 440.455,1372.92 440.673,1372.91 440.89,1372.89 \n",
       "  441.108,1372.88 441.326,1372.87 441.544,1372.85 441.761,1372.84 441.979,1372.82 442.197,1372.81 442.415,1372.79 442.632,1372.78 442.85,1372.76 443.068,1372.75 \n",
       "  443.286,1372.73 443.503,1372.72 443.721,1372.7 443.939,1372.69 444.157,1372.68 444.374,1372.66 444.592,1372.65 444.81,1372.63 445.028,1372.62 445.245,1372.6 \n",
       "  445.463,1372.59 445.681,1372.57 445.899,1372.56 446.116,1372.54 446.334,1372.53 446.552,1372.51 446.77,1372.5 446.987,1372.48 447.205,1372.47 447.423,1372.45 \n",
       "  447.641,1372.44 447.858,1372.42 448.076,1372.41 448.294,1372.39 448.512,1372.38 448.729,1372.36 448.947,1372.35 449.165,1372.33 449.383,1372.32 449.6,1372.3 \n",
       "  449.818,1372.29 450.036,1372.27 450.254,1372.26 450.471,1372.24 450.689,1372.23 450.907,1372.21 451.125,1372.2 451.342,1372.18 451.56,1372.17 451.778,1372.15 \n",
       "  451.996,1372.14 452.214,1372.12 452.431,1372.11 452.649,1372.09 452.867,1372.08 453.085,1372.06 453.302,1372.05 453.52,1372.03 453.738,1372.01 453.956,1372 \n",
       "  454.173,1371.98 454.391,1371.97 454.609,1371.95 454.827,1371.94 455.044,1371.92 455.262,1371.91 455.48,1371.89 455.698,1371.88 455.915,1371.86 456.133,1371.85 \n",
       "  456.351,1371.83 456.569,1371.81 456.786,1371.8 457.004,1371.78 457.222,1371.77 457.44,1371.75 457.657,1371.74 457.875,1371.72 458.093,1371.71 458.311,1371.69 \n",
       "  458.528,1371.68 458.746,1371.66 458.964,1371.64 459.182,1371.63 459.399,1371.61 459.617,1371.6 459.835,1371.58 460.053,1371.57 460.27,1371.55 460.488,1371.53 \n",
       "  460.706,1371.52 460.924,1371.5 461.141,1371.49 461.359,1371.47 461.577,1371.46 461.795,1371.44 462.012,1371.42 462.23,1371.41 462.448,1371.39 462.666,1371.38 \n",
       "  462.883,1371.36 463.101,1371.35 463.319,1371.33 463.537,1371.31 463.754,1371.3 463.972,1371.28 464.19,1371.27 464.408,1371.25 464.625,1371.24 464.843,1371.22 \n",
       "  465.061,1371.2 465.279,1371.19 465.496,1371.17 465.714,1371.16 465.932,1371.14 466.15,1371.12 466.367,1371.11 466.585,1371.09 466.803,1371.08 467.021,1371.06 \n",
       "  467.238,1371.04 467.456,1371.03 467.674,1371.01 467.892,1371 468.109,1370.98 468.327,1370.96 468.545,1370.95 468.763,1370.93 468.98,1370.92 469.198,1370.9 \n",
       "  469.416,1370.88 469.634,1370.87 469.851,1370.85 470.069,1370.84 470.287,1370.82 470.505,1370.8 470.722,1370.79 470.94,1370.77 471.158,1370.75 471.376,1370.74 \n",
       "  471.593,1370.72 471.811,1370.71 472.029,1370.69 472.247,1370.67 472.464,1370.66 472.682,1370.64 472.9,1370.62 473.118,1370.61 473.335,1370.59 473.553,1370.58 \n",
       "  473.771,1370.56 473.989,1370.54 474.206,1370.53 474.424,1370.51 474.642,1370.49 474.86,1370.48 475.078,1370.46 475.295,1370.44 475.513,1370.43 475.731,1370.41 \n",
       "  475.949,1370.4 476.166,1370.38 476.384,1370.36 476.602,1370.35 476.82,1370.33 477.037,1370.31 477.255,1370.3 477.473,1370.28 477.691,1370.26 477.908,1370.25 \n",
       "  478.126,1370.23 478.344,1370.21 478.562,1370.2 478.779,1370.18 478.997,1370.17 479.215,1370.15 479.433,1370.13 479.65,1370.12 479.868,1370.1 480.086,1370.08 \n",
       "  480.304,1370.07 480.521,1370.05 480.739,1370.03 480.957,1370.02 481.175,1370 481.392,1369.98 481.61,1369.97 481.828,1369.95 482.046,1369.93 482.263,1369.92 \n",
       "  482.481,1369.9 482.699,1369.88 482.917,1369.87 483.134,1369.85 483.352,1369.83 483.57,1369.82 483.788,1369.8 484.005,1369.78 484.223,1369.77 484.441,1369.75 \n",
       "  484.659,1369.73 484.876,1369.71 485.094,1369.7 485.312,1369.68 485.53,1369.66 485.747,1369.65 485.965,1369.63 486.183,1369.61 486.401,1369.6 486.618,1369.58 \n",
       "  486.836,1369.56 487.054,1369.55 487.272,1369.53 487.489,1369.51 487.707,1369.5 487.925,1369.48 488.143,1369.46 488.36,1369.44 488.578,1369.43 488.796,1369.41 \n",
       "  489.014,1369.39 489.231,1369.38 489.449,1369.36 489.667,1369.34 489.885,1369.33 490.102,1369.31 490.32,1369.29 490.538,1369.27 490.756,1369.26 490.973,1369.24 \n",
       "  491.191,1369.22 491.409,1369.21 491.627,1369.19 491.844,1369.17 492.062,1369.15 492.28,1369.14 492.498,1369.12 492.715,1369.1 492.933,1369.09 493.151,1369.07 \n",
       "  493.369,1369.05 493.586,1369.03 493.804,1369.02 494.022,1369 494.24,1368.98 494.457,1368.97 494.675,1368.95 494.893,1368.93 495.111,1368.91 495.328,1368.9 \n",
       "  495.546,1368.88 495.764,1368.86 495.982,1368.84 496.199,1368.83 496.417,1368.81 496.635,1368.79 496.853,1368.77 497.07,1368.76 497.288,1368.74 497.506,1368.72 \n",
       "  497.724,1368.71 497.941,1368.69 498.159,1368.67 498.377,1368.65 498.595,1368.64 498.813,1368.62 499.03,1368.6 499.248,1368.58 499.466,1368.57 499.684,1368.55 \n",
       "  499.901,1368.53 500.119,1368.51 500.337,1368.5 500.555,1368.48 500.772,1368.46 500.99,1368.44 501.208,1368.43 501.426,1368.41 501.643,1368.39 501.861,1368.37 \n",
       "  502.079,1368.36 502.297,1368.34 502.514,1368.32 502.732,1368.3 502.95,1368.28 503.168,1368.27 503.385,1368.25 503.603,1368.23 503.821,1368.21 504.039,1368.2 \n",
       "  504.256,1368.18 504.474,1368.16 504.692,1368.14 504.91,1368.13 505.127,1368.11 505.345,1368.09 505.563,1368.07 505.781,1368.05 505.998,1368.04 506.216,1368.02 \n",
       "  506.434,1368 506.652,1367.98 506.869,1367.97 507.087,1367.95 507.305,1367.93 507.523,1367.91 507.74,1367.89 507.958,1367.88 508.176,1367.86 508.394,1367.84 \n",
       "  508.611,1367.82 508.829,1367.8 509.047,1367.79 509.265,1367.77 509.482,1367.75 509.7,1367.73 509.918,1367.71 510.136,1367.7 510.353,1367.68 510.571,1367.66 \n",
       "  510.789,1367.64 511.007,1367.62 511.224,1367.61 511.442,1367.59 511.66,1367.57 511.878,1367.55 512.095,1367.53 512.313,1367.52 512.531,1367.5 512.749,1367.48 \n",
       "  512.966,1367.46 513.184,1367.44 513.402,1367.43 513.62,1367.41 513.837,1367.39 514.055,1367.37 514.273,1367.35 514.491,1367.34 514.708,1367.32 514.926,1367.3 \n",
       "  515.144,1367.28 515.362,1367.26 515.579,1367.24 515.797,1367.23 516.015,1367.21 516.233,1367.19 516.45,1367.17 516.668,1367.15 516.886,1367.13 517.104,1367.12 \n",
       "  517.321,1367.1 517.539,1367.08 517.757,1367.06 517.975,1367.04 518.192,1367.02 518.41,1367.01 518.628,1366.99 518.846,1366.97 519.063,1366.95 519.281,1366.93 \n",
       "  519.499,1366.91 519.717,1366.9 519.934,1366.88 520.152,1366.86 520.37,1366.84 520.588,1366.82 520.805,1366.8 521.023,1366.78 521.241,1366.77 521.459,1366.75 \n",
       "  521.677,1366.73 521.894,1366.71 522.112,1366.69 522.33,1366.67 522.548,1366.66 522.765,1366.64 522.983,1366.62 523.201,1366.6 523.419,1366.58 523.636,1366.56 \n",
       "  523.854,1366.54 524.072,1366.52 524.29,1366.51 524.507,1366.49 524.725,1366.47 524.943,1366.45 525.161,1366.43 525.378,1366.41 525.596,1366.39 525.814,1366.38 \n",
       "  526.032,1366.36 526.249,1366.34 526.467,1366.32 526.685,1366.3 526.903,1366.28 527.12,1366.26 527.338,1366.24 527.556,1366.23 527.774,1366.21 527.991,1366.19 \n",
       "  528.209,1366.17 528.427,1366.15 528.645,1366.13 528.862,1366.11 529.08,1366.09 529.298,1366.07 529.516,1366.06 529.733,1366.04 529.951,1366.02 530.169,1366 \n",
       "  530.387,1365.98 530.604,1365.96 530.822,1365.94 531.04,1365.92 531.258,1365.9 531.475,1365.88 531.693,1365.87 531.911,1365.85 532.129,1365.83 532.346,1365.81 \n",
       "  532.564,1365.79 532.782,1365.77 533,1365.75 533.217,1365.73 533.435,1365.71 533.653,1365.69 533.871,1365.67 534.088,1365.66 534.306,1365.64 534.524,1365.62 \n",
       "  534.742,1365.6 534.959,1365.58 535.177,1365.56 535.395,1365.54 535.613,1365.52 535.83,1365.5 536.048,1365.48 536.266,1365.46 536.484,1365.44 536.701,1365.43 \n",
       "  536.919,1365.41 537.137,1365.39 537.355,1365.37 537.572,1365.35 537.79,1365.33 538.008,1365.31 538.226,1365.29 538.443,1365.27 538.661,1365.25 538.879,1365.23 \n",
       "  539.097,1365.21 539.314,1365.19 539.532,1365.17 539.75,1365.15 539.968,1365.14 540.185,1365.12 540.403,1365.1 540.621,1365.08 540.839,1365.06 541.056,1365.04 \n",
       "  541.274,1365.02 541.492,1365 541.71,1364.98 541.927,1364.96 542.145,1364.94 542.363,1364.92 542.581,1364.9 542.798,1364.88 543.016,1364.86 543.234,1364.84 \n",
       "  543.452,1364.82 543.669,1364.8 543.887,1364.78 544.105,1364.76 544.323,1364.74 544.54,1364.72 544.758,1364.7 544.976,1364.69 545.194,1364.67 545.412,1364.65 \n",
       "  545.629,1364.63 545.847,1364.61 546.065,1364.59 546.283,1364.57 546.5,1364.55 546.718,1364.53 546.936,1364.51 547.154,1364.49 547.371,1364.47 547.589,1364.45 \n",
       "  547.807,1364.43 548.025,1364.41 548.242,1364.39 548.46,1364.37 548.678,1364.35 548.896,1364.33 549.113,1364.31 549.331,1364.29 549.549,1364.27 549.767,1364.25 \n",
       "  549.984,1364.23 550.202,1364.21 550.42,1364.19 550.638,1364.17 550.855,1364.15 551.073,1364.13 551.291,1364.11 551.509,1364.09 551.726,1364.07 551.944,1364.05 \n",
       "  552.162,1364.03 552.38,1364.01 552.597,1363.99 552.815,1363.97 553.033,1363.95 553.251,1363.93 553.468,1363.91 553.686,1363.89 553.904,1363.87 554.122,1363.85 \n",
       "  554.339,1363.83 554.557,1363.81 554.775,1363.79 554.993,1363.77 555.21,1363.75 555.428,1363.73 555.646,1363.71 555.864,1363.69 556.081,1363.67 556.299,1363.65 \n",
       "  556.517,1363.63 556.735,1363.61 556.952,1363.59 557.17,1363.57 557.388,1363.54 557.606,1363.52 557.823,1363.5 558.041,1363.48 558.259,1363.46 558.477,1363.44 \n",
       "  558.694,1363.42 558.912,1363.4 559.13,1363.38 559.348,1363.36 559.565,1363.34 559.783,1363.32 560.001,1363.3 560.219,1363.28 560.436,1363.26 560.654,1363.24 \n",
       "  560.872,1363.22 561.09,1363.2 561.307,1363.18 561.525,1363.16 561.743,1363.14 561.961,1363.12 562.178,1363.09 562.396,1363.07 562.614,1363.05 562.832,1363.03 \n",
       "  563.049,1363.01 563.267,1362.99 563.485,1362.97 563.703,1362.95 563.92,1362.93 564.138,1362.91 564.356,1362.89 564.574,1362.87 564.791,1362.85 565.009,1362.83 \n",
       "  565.227,1362.81 565.445,1362.79 565.662,1362.76 565.88,1362.74 566.098,1362.72 566.316,1362.7 566.533,1362.68 566.751,1362.66 566.969,1362.64 567.187,1362.62 \n",
       "  567.404,1362.6 567.622,1362.58 567.84,1362.56 568.058,1362.54 568.276,1362.51 568.493,1362.49 568.711,1362.47 568.929,1362.45 569.147,1362.43 569.364,1362.41 \n",
       "  569.582,1362.39 569.8,1362.37 570.018,1362.35 570.235,1362.33 570.453,1362.3 570.671,1362.28 570.889,1362.26 571.106,1362.24 571.324,1362.22 571.542,1362.2 \n",
       "  571.76,1362.18 571.977,1362.16 572.195,1362.14 572.413,1362.12 572.631,1362.09 572.848,1362.07 573.066,1362.05 573.284,1362.03 573.502,1362.01 573.719,1361.99 \n",
       "  573.937,1361.97 574.155,1361.95 574.373,1361.92 574.59,1361.9 574.808,1361.88 575.026,1361.86 575.244,1361.84 575.461,1361.82 575.679,1361.8 575.897,1361.78 \n",
       "  576.115,1361.75 576.332,1361.73 576.55,1361.71 576.768,1361.69 576.986,1361.67 577.203,1361.65 577.421,1361.63 577.639,1361.6 577.857,1361.58 578.074,1361.56 \n",
       "  578.292,1361.54 578.51,1361.52 578.728,1361.5 578.945,1361.48 579.163,1361.45 579.381,1361.43 579.599,1361.41 579.816,1361.39 580.034,1361.37 580.252,1361.35 \n",
       "  580.47,1361.33 580.687,1361.3 580.905,1361.28 581.123,1361.26 581.341,1361.24 581.558,1361.22 581.776,1361.2 581.994,1361.17 582.212,1361.15 582.429,1361.13 \n",
       "  582.647,1361.11 582.865,1361.09 583.083,1361.07 583.3,1361.04 583.518,1361.02 583.736,1361 583.954,1360.98 584.171,1360.96 584.389,1360.94 584.607,1360.91 \n",
       "  584.825,1360.89 585.042,1360.87 585.26,1360.85 585.478,1360.83 585.696,1360.81 585.913,1360.78 586.131,1360.76 586.349,1360.74 586.567,1360.72 586.784,1360.7 \n",
       "  587.002,1360.67 587.22,1360.65 587.438,1360.63 587.655,1360.61 587.873,1360.59 588.091,1360.56 588.309,1360.54 588.526,1360.52 588.744,1360.5 588.962,1360.48 \n",
       "  589.18,1360.45 589.397,1360.43 589.615,1360.41 589.833,1360.39 590.051,1360.37 590.268,1360.34 590.486,1360.32 590.704,1360.3 590.922,1360.28 591.139,1360.26 \n",
       "  591.357,1360.23 591.575,1360.21 591.793,1360.19 592.011,1360.17 592.228,1360.14 592.446,1360.12 592.664,1360.1 592.882,1360.08 593.099,1360.06 593.317,1360.03 \n",
       "  593.535,1360.01 593.753,1359.99 593.97,1359.97 594.188,1359.94 594.406,1359.92 594.624,1359.9 594.841,1359.88 595.059,1359.86 595.277,1359.83 595.495,1359.81 \n",
       "  595.712,1359.79 595.93,1359.77 596.148,1359.74 596.366,1359.72 596.583,1359.7 596.801,1359.68 597.019,1359.65 597.237,1359.63 597.454,1359.61 597.672,1359.59 \n",
       "  597.89,1359.56 598.108,1359.54 598.325,1359.52 598.543,1359.5 598.761,1359.47 598.979,1359.45 599.196,1359.43 599.414,1359.41 599.632,1359.38 599.85,1359.36 \n",
       "  600.067,1359.34 600.285,1359.32 600.503,1359.29 600.721,1359.27 600.938,1359.25 601.156,1359.22 601.374,1359.2 601.592,1359.18 601.809,1359.16 602.027,1359.13 \n",
       "  602.245,1359.11 602.463,1359.09 602.68,1359.07 602.898,1359.04 603.116,1359.02 603.334,1359 603.551,1358.97 603.769,1358.95 603.987,1358.93 604.205,1358.91 \n",
       "  604.422,1358.88 604.64,1358.86 604.858,1358.84 605.076,1358.81 605.293,1358.79 605.511,1358.77 605.729,1358.75 605.947,1358.72 606.164,1358.7 606.382,1358.68 \n",
       "  606.6,1358.65 606.818,1358.63 607.035,1358.61 607.253,1358.58 607.471,1358.56 607.689,1358.54 607.906,1358.52 608.124,1358.49 608.342,1358.47 608.56,1358.45 \n",
       "  608.777,1358.42 608.995,1358.4 609.213,1358.38 609.431,1358.35 609.648,1358.33 609.866,1358.31 610.084,1358.28 610.302,1358.26 610.519,1358.24 610.737,1358.21 \n",
       "  610.955,1358.19 611.173,1358.17 611.39,1358.14 611.608,1358.12 611.826,1358.1 612.044,1358.08 612.261,1358.05 612.479,1358.03 612.697,1358.01 612.915,1357.98 \n",
       "  613.132,1357.96 613.35,1357.94 613.568,1357.91 613.786,1357.89 614.003,1357.86 614.221,1357.84 614.439,1357.82 614.657,1357.79 614.875,1357.77 615.092,1357.75 \n",
       "  615.31,1357.72 615.528,1357.7 615.746,1357.68 615.963,1357.65 616.181,1357.63 616.399,1357.61 616.617,1357.58 616.834,1357.56 617.052,1357.54 617.27,1357.51 \n",
       "  617.488,1357.49 617.705,1357.47 617.923,1357.44 618.141,1357.42 618.359,1357.39 618.576,1357.37 618.794,1357.35 619.012,1357.32 619.23,1357.3 619.447,1357.28 \n",
       "  619.665,1357.25 619.883,1357.23 620.101,1357.2 620.318,1357.18 620.536,1357.16 620.754,1357.13 620.972,1357.11 621.189,1357.09 621.407,1357.06 621.625,1357.04 \n",
       "  621.843,1357.01 622.06,1356.99 622.278,1356.97 622.496,1356.94 622.714,1356.92 622.931,1356.89 623.149,1356.87 623.367,1356.85 623.585,1356.82 623.802,1356.8 \n",
       "  624.02,1356.78 624.238,1356.75 624.456,1356.73 624.673,1356.7 624.891,1356.68 625.109,1356.66 625.327,1356.63 625.544,1356.61 625.762,1356.58 625.98,1356.56 \n",
       "  626.198,1356.53 626.415,1356.51 626.633,1356.49 626.851,1356.46 627.069,1356.44 627.286,1356.41 627.504,1356.39 627.722,1356.37 627.94,1356.34 628.157,1356.32 \n",
       "  628.375,1356.29 628.593,1356.27 628.811,1356.24 629.028,1356.22 629.246,1356.2 629.464,1356.17 629.682,1356.15 629.899,1356.12 630.117,1356.1 630.335,1356.07 \n",
       "  630.553,1356.05 630.77,1356.03 630.988,1356 631.206,1355.98 631.424,1355.95 631.641,1355.93 631.859,1355.9 632.077,1355.88 632.295,1355.86 632.512,1355.83 \n",
       "  632.73,1355.81 632.948,1355.78 633.166,1355.76 633.383,1355.73 633.601,1355.71 633.819,1355.68 634.037,1355.66 634.254,1355.63 634.472,1355.61 634.69,1355.59 \n",
       "  634.908,1355.56 635.125,1355.54 635.343,1355.51 635.561,1355.49 635.779,1355.46 635.996,1355.44 636.214,1355.41 636.432,1355.39 636.65,1355.36 636.867,1355.34 \n",
       "  637.085,1355.31 637.303,1355.29 637.521,1355.27 637.738,1355.24 637.956,1355.22 638.174,1355.19 638.392,1355.17 638.61,1355.14 638.827,1355.12 639.045,1355.09 \n",
       "  639.263,1355.07 639.481,1355.04 639.698,1355.02 639.916,1354.99 640.134,1354.97 640.352,1354.94 640.569,1354.92 640.787,1354.89 641.005,1354.87 641.223,1354.84 \n",
       "  641.44,1354.82 641.658,1354.79 641.876,1354.77 642.094,1354.74 642.311,1354.72 642.529,1354.69 642.747,1354.67 642.965,1354.64 643.182,1354.62 643.4,1354.59 \n",
       "  643.618,1354.57 643.836,1354.54 644.053,1354.52 644.271,1354.49 644.489,1354.47 644.707,1354.44 644.924,1354.42 645.142,1354.39 645.36,1354.37 645.578,1354.34 \n",
       "  645.795,1354.32 646.013,1354.29 646.231,1354.27 646.449,1354.24 646.666,1354.21 646.884,1354.19 647.102,1354.16 647.32,1354.14 647.537,1354.11 647.755,1354.09 \n",
       "  647.973,1354.06 648.191,1354.04 648.408,1354.01 648.626,1353.99 648.844,1353.96 649.062,1353.94 649.279,1353.91 649.497,1353.89 649.715,1353.86 649.933,1353.83 \n",
       "  650.15,1353.81 650.368,1353.78 650.586,1353.76 650.804,1353.73 651.021,1353.71 651.239,1353.68 651.457,1353.66 651.675,1353.63 651.892,1353.6 652.11,1353.58 \n",
       "  652.328,1353.55 652.546,1353.53 652.763,1353.5 652.981,1353.48 653.199,1353.45 653.417,1353.43 653.634,1353.4 653.852,1353.37 654.07,1353.35 654.288,1353.32 \n",
       "  654.505,1353.3 654.723,1353.27 654.941,1353.25 655.159,1353.22 655.376,1353.19 655.594,1353.17 655.812,1353.14 656.03,1353.12 656.247,1353.09 656.465,1353.06 \n",
       "  656.683,1353.04 656.901,1353.01 657.118,1352.99 657.336,1352.96 657.554,1352.94 657.772,1352.91 657.989,1352.88 658.207,1352.86 658.425,1352.83 658.643,1352.81 \n",
       "  658.86,1352.78 659.078,1352.75 659.296,1352.73 659.514,1352.7 659.731,1352.68 659.949,1352.65 660.167,1352.62 660.385,1352.6 660.602,1352.57 660.82,1352.55 \n",
       "  661.038,1352.52 661.256,1352.49 661.474,1352.47 661.691,1352.44 661.909,1352.41 662.127,1352.39 662.345,1352.36 662.562,1352.34 662.78,1352.31 662.998,1352.28 \n",
       "  663.216,1352.26 663.433,1352.23 663.651,1352.21 663.869,1352.18 664.087,1352.15 664.304,1352.13 664.522,1352.1 664.74,1352.07 664.958,1352.05 665.175,1352.02 \n",
       "  665.393,1351.99 665.611,1351.97 665.829,1351.94 666.046,1351.92 666.264,1351.89 666.482,1351.86 666.7,1351.84 666.917,1351.81 667.135,1351.78 667.353,1351.76 \n",
       "  667.571,1351.73 667.788,1351.7 668.006,1351.68 668.224,1351.65 668.442,1351.62 668.659,1351.6 668.877,1351.57 669.095,1351.54 669.313,1351.52 669.53,1351.49 \n",
       "  669.748,1351.47 669.966,1351.44 670.184,1351.41 670.401,1351.39 670.619,1351.36 670.837,1351.33 671.055,1351.31 671.272,1351.28 671.49,1351.25 671.708,1351.23 \n",
       "  671.926,1351.2 672.143,1351.17 672.361,1351.14 672.579,1351.12 672.797,1351.09 673.014,1351.06 673.232,1351.04 673.45,1351.01 673.668,1350.98 673.885,1350.96 \n",
       "  674.103,1350.93 674.321,1350.9 674.539,1350.88 674.756,1350.85 674.974,1350.82 675.192,1350.8 675.41,1350.77 675.627,1350.74 675.845,1350.71 676.063,1350.69 \n",
       "  676.281,1350.66 676.498,1350.63 676.716,1350.61 676.934,1350.58 677.152,1350.55 677.369,1350.53 677.587,1350.5 677.805,1350.47 678.023,1350.44 678.24,1350.42 \n",
       "  678.458,1350.39 678.676,1350.36 678.894,1350.34 679.111,1350.31 679.329,1350.28 679.547,1350.25 679.765,1350.23 679.982,1350.2 680.2,1350.17 680.418,1350.15 \n",
       "  680.636,1350.12 680.853,1350.09 681.071,1350.06 681.289,1350.04 681.507,1350.01 681.724,1349.98 681.942,1349.95 682.16,1349.93 682.378,1349.9 682.595,1349.87 \n",
       "  682.813,1349.85 683.031,1349.82 683.249,1349.79 683.466,1349.76 683.684,1349.74 683.902,1349.71 684.12,1349.68 684.337,1349.65 684.555,1349.63 684.773,1349.6 \n",
       "  684.991,1349.57 685.209,1349.54 685.426,1349.52 685.644,1349.49 685.862,1349.46 686.08,1349.43 686.297,1349.41 686.515,1349.38 686.733,1349.35 686.951,1349.32 \n",
       "  687.168,1349.3 687.386,1349.27 687.604,1349.24 687.822,1349.21 688.039,1349.18 688.257,1349.16 688.475,1349.13 688.693,1349.1 688.91,1349.07 689.128,1349.05 \n",
       "  689.346,1349.02 689.564,1348.99 689.781,1348.96 689.999,1348.93 690.217,1348.91 690.435,1348.88 690.652,1348.85 690.87,1348.82 691.088,1348.8 691.306,1348.77 \n",
       "  691.523,1348.74 691.741,1348.71 691.959,1348.68 692.177,1348.66 692.394,1348.63 692.612,1348.6 692.83,1348.57 693.048,1348.54 693.265,1348.52 693.483,1348.49 \n",
       "  693.701,1348.46 693.919,1348.43 694.136,1348.4 694.354,1348.38 694.572,1348.35 694.79,1348.32 695.007,1348.29 695.225,1348.26 695.443,1348.24 695.661,1348.21 \n",
       "  695.878,1348.18 696.096,1348.15 696.314,1348.12 696.532,1348.1 696.749,1348.07 696.967,1348.04 697.185,1348.01 697.403,1347.98 697.62,1347.95 697.838,1347.93 \n",
       "  698.056,1347.9 698.274,1347.87 698.491,1347.84 698.709,1347.81 698.927,1347.78 699.145,1347.76 699.362,1347.73 699.58,1347.7 699.798,1347.67 700.016,1347.64 \n",
       "  700.233,1347.61 700.451,1347.59 700.669,1347.56 700.887,1347.53 701.104,1347.5 701.322,1347.47 701.54,1347.44 701.758,1347.41 701.975,1347.39 702.193,1347.36 \n",
       "  702.411,1347.33 702.629,1347.3 702.846,1347.27 703.064,1347.24 703.282,1347.22 703.5,1347.19 703.717,1347.16 703.935,1347.13 704.153,1347.1 704.371,1347.07 \n",
       "  704.588,1347.04 704.806,1347.01 705.024,1346.99 705.242,1346.96 705.459,1346.93 705.677,1346.9 705.895,1346.87 706.113,1346.84 706.33,1346.81 706.548,1346.79 \n",
       "  706.766,1346.76 706.984,1346.73 707.201,1346.7 707.419,1346.67 707.637,1346.64 707.855,1346.61 708.073,1346.58 708.29,1346.55 708.508,1346.53 708.726,1346.5 \n",
       "  708.944,1346.47 709.161,1346.44 709.379,1346.41 709.597,1346.38 709.815,1346.35 710.032,1346.32 710.25,1346.29 710.468,1346.27 710.686,1346.24 710.903,1346.21 \n",
       "  711.121,1346.18 711.339,1346.15 711.557,1346.12 711.774,1346.09 711.992,1346.06 712.21,1346.03 712.428,1346 712.645,1345.97 712.863,1345.95 713.081,1345.92 \n",
       "  713.299,1345.89 713.516,1345.86 713.734,1345.83 713.952,1345.8 714.17,1345.77 714.387,1345.74 714.605,1345.71 714.823,1345.68 715.041,1345.65 715.258,1345.62 \n",
       "  715.476,1345.59 715.694,1345.57 715.912,1345.54 716.129,1345.51 716.347,1345.48 716.565,1345.45 716.783,1345.42 717,1345.39 717.218,1345.36 717.436,1345.33 \n",
       "  717.654,1345.3 717.871,1345.27 718.089,1345.24 718.307,1345.21 718.525,1345.18 718.742,1345.15 718.96,1345.12 719.178,1345.09 719.396,1345.07 719.613,1345.04 \n",
       "  719.831,1345.01 720.049,1344.98 720.267,1344.95 720.484,1344.92 720.702,1344.89 720.92,1344.86 721.138,1344.83 721.355,1344.8 721.573,1344.77 721.791,1344.74 \n",
       "  722.009,1344.71 722.226,1344.68 722.444,1344.65 722.662,1344.62 722.88,1344.59 723.097,1344.56 723.315,1344.53 723.533,1344.5 723.751,1344.47 723.968,1344.44 \n",
       "  724.186,1344.41 724.404,1344.38 724.622,1344.35 724.839,1344.32 725.057,1344.29 725.275,1344.26 725.493,1344.23 725.71,1344.2 725.928,1344.17 726.146,1344.14 \n",
       "  726.364,1344.11 726.581,1344.08 726.799,1344.05 727.017,1344.02 727.235,1343.99 727.452,1343.96 727.67,1343.93 727.888,1343.9 728.106,1343.87 728.323,1343.84 \n",
       "  728.541,1343.81 728.759,1343.78 728.977,1343.75 729.194,1343.72 729.412,1343.69 729.63,1343.66 729.848,1343.63 730.065,1343.6 730.283,1343.57 730.501,1343.54 \n",
       "  730.719,1343.51 730.936,1343.48 731.154,1343.45 731.372,1343.42 731.59,1343.39 731.808,1343.36 732.025,1343.33 732.243,1343.3 732.461,1343.27 732.679,1343.24 \n",
       "  732.896,1343.21 733.114,1343.18 733.332,1343.15 733.55,1343.12 733.767,1343.09 733.985,1343.06 734.203,1343.03 734.421,1343 734.638,1342.97 734.856,1342.94 \n",
       "  735.074,1342.91 735.292,1342.88 735.509,1342.85 735.727,1342.81 735.945,1342.78 736.163,1342.75 736.38,1342.72 736.598,1342.69 736.816,1342.66 737.034,1342.63 \n",
       "  737.251,1342.6 737.469,1342.57 737.687,1342.54 737.905,1342.51 738.122,1342.48 738.34,1342.45 738.558,1342.42 738.776,1342.39 738.993,1342.36 739.211,1342.33 \n",
       "  739.429,1342.29 739.647,1342.26 739.864,1342.23 740.082,1342.2 740.3,1342.17 740.518,1342.14 740.735,1342.11 740.953,1342.08 741.171,1342.05 741.389,1342.02 \n",
       "  741.606,1341.99 741.824,1341.96 742.042,1341.93 742.26,1341.89 742.477,1341.86 742.695,1341.83 742.913,1341.8 743.131,1341.77 743.348,1341.74 743.566,1341.71 \n",
       "  743.784,1341.68 744.002,1341.65 744.219,1341.62 744.437,1341.59 744.655,1341.55 744.873,1341.52 745.09,1341.49 745.308,1341.46 745.526,1341.43 745.744,1341.4 \n",
       "  745.961,1341.37 746.179,1341.34 746.397,1341.31 746.615,1341.27 746.832,1341.24 747.05,1341.21 747.268,1341.18 747.486,1341.15 747.703,1341.12 747.921,1341.09 \n",
       "  748.139,1341.06 748.357,1341.03 748.574,1340.99 748.792,1340.96 749.01,1340.93 749.228,1340.9 749.445,1340.87 749.663,1340.84 749.881,1340.81 750.099,1340.78 \n",
       "  750.316,1340.74 750.534,1340.71 750.752,1340.68 750.97,1340.65 751.187,1340.62 751.405,1340.59 751.623,1340.56 751.841,1340.52 752.058,1340.49 752.276,1340.46 \n",
       "  752.494,1340.43 752.712,1340.4 752.929,1340.37 753.147,1340.34 753.365,1340.3 753.583,1340.27 753.8,1340.24 754.018,1340.21 754.236,1340.18 754.454,1340.15 \n",
       "  754.672,1340.11 754.889,1340.08 755.107,1340.05 755.325,1340.02 755.543,1339.99 755.76,1339.96 755.978,1339.92 756.196,1339.89 756.414,1339.86 756.631,1339.83 \n",
       "  756.849,1339.8 757.067,1339.77 757.285,1339.73 757.502,1339.7 757.72,1339.67 757.938,1339.64 758.156,1339.61 758.373,1339.58 758.591,1339.54 758.809,1339.51 \n",
       "  759.027,1339.48 759.244,1339.45 759.462,1339.42 759.68,1339.38 759.898,1339.35 760.115,1339.32 760.333,1339.29 760.551,1339.26 760.769,1339.23 760.986,1339.19 \n",
       "  761.204,1339.16 761.422,1339.13 761.64,1339.1 761.857,1339.07 762.075,1339.03 762.293,1339 762.511,1338.97 762.728,1338.94 762.946,1338.91 763.164,1338.87 \n",
       "  763.382,1338.84 763.599,1338.81 763.817,1338.78 764.035,1338.75 764.253,1338.71 764.47,1338.68 764.688,1338.65 764.906,1338.62 765.124,1338.58 765.341,1338.55 \n",
       "  765.559,1338.52 765.777,1338.49 765.995,1338.46 766.212,1338.42 766.43,1338.39 766.648,1338.36 766.866,1338.33 767.083,1338.29 767.301,1338.26 767.519,1338.23 \n",
       "  767.737,1338.2 767.954,1338.17 768.172,1338.13 768.39,1338.1 768.608,1338.07 768.825,1338.04 769.043,1338 769.261,1337.97 769.479,1337.94 769.696,1337.91 \n",
       "  769.914,1337.87 770.132,1337.84 770.35,1337.81 770.567,1337.78 770.785,1337.74 771.003,1337.71 771.221,1337.68 771.438,1337.65 771.656,1337.61 771.874,1337.58 \n",
       "  772.092,1337.55 772.309,1337.52 772.527,1337.48 772.745,1337.45 772.963,1337.42 773.18,1337.39 773.398,1337.35 773.616,1337.32 773.834,1337.29 774.051,1337.25 \n",
       "  774.269,1337.22 774.487,1337.19 774.705,1337.16 774.922,1337.12 775.14,1337.09 775.358,1337.06 775.576,1337.03 775.793,1336.99 776.011,1336.96 776.229,1336.93 \n",
       "  776.447,1336.89 776.664,1336.86 776.882,1336.83 777.1,1336.8 777.318,1336.76 777.535,1336.73 777.753,1336.7 777.971,1336.66 778.189,1336.63 778.407,1336.6 \n",
       "  778.624,1336.57 778.842,1336.53 779.06,1336.5 779.278,1336.47 779.495,1336.43 779.713,1336.4 779.931,1336.37 780.149,1336.33 780.366,1336.3 780.584,1336.27 \n",
       "  780.802,1336.24 781.02,1336.2 781.237,1336.17 781.455,1336.14 781.673,1336.1 781.891,1336.07 782.108,1336.04 782.326,1336 782.544,1335.97 782.762,1335.94 \n",
       "  782.979,1335.9 783.197,1335.87 783.415,1335.84 783.633,1335.8 783.85,1335.77 784.068,1335.74 784.286,1335.71 784.504,1335.67 784.721,1335.64 784.939,1335.61 \n",
       "  785.157,1335.57 785.375,1335.54 785.592,1335.51 785.81,1335.47 786.028,1335.44 786.246,1335.41 786.463,1335.37 786.681,1335.34 786.899,1335.31 787.117,1335.27 \n",
       "  787.334,1335.24 787.552,1335.2 787.77,1335.17 787.988,1335.14 788.205,1335.1 788.423,1335.07 788.641,1335.04 788.859,1335 789.076,1334.97 789.294,1334.94 \n",
       "  789.512,1334.9 789.73,1334.87 789.947,1334.84 790.165,1334.8 790.383,1334.77 790.601,1334.74 790.818,1334.7 791.036,1334.67 791.254,1334.63 791.472,1334.6 \n",
       "  791.689,1334.57 791.907,1334.53 792.125,1334.5 792.343,1334.47 792.56,1334.43 792.778,1334.4 792.996,1334.37 793.214,1334.33 793.431,1334.3 793.649,1334.26 \n",
       "  793.867,1334.23 794.085,1334.2 794.302,1334.16 794.52,1334.13 794.738,1334.09 794.956,1334.06 795.173,1334.03 795.391,1333.99 795.609,1333.96 795.827,1333.93 \n",
       "  796.044,1333.89 796.262,1333.86 796.48,1333.82 796.698,1333.79 796.915,1333.76 797.133,1333.72 797.351,1333.69 797.569,1333.65 797.786,1333.62 798.004,1333.59 \n",
       "  798.222,1333.55 798.44,1333.52 798.657,1333.48 798.875,1333.45 799.093,1333.42 799.311,1333.38 799.528,1333.35 799.746,1333.31 799.964,1333.28 800.182,1333.25 \n",
       "  800.399,1333.21 800.617,1333.18 800.835,1333.14 801.053,1333.11 801.271,1333.07 801.488,1333.04 801.706,1333.01 801.924,1332.97 802.142,1332.94 802.359,1332.9 \n",
       "  802.577,1332.87 802.795,1332.84 803.013,1332.8 803.23,1332.77 803.448,1332.73 803.666,1332.7 803.884,1332.66 804.101,1332.63 804.319,1332.59 804.537,1332.56 \n",
       "  804.755,1332.53 804.972,1332.49 805.19,1332.46 805.408,1332.42 805.626,1332.39 805.843,1332.35 806.061,1332.32 806.279,1332.29 806.497,1332.25 806.714,1332.22 \n",
       "  806.932,1332.18 807.15,1332.15 807.368,1332.11 807.585,1332.08 807.803,1332.04 808.021,1332.01 808.239,1331.97 808.456,1331.94 808.674,1331.91 808.892,1331.87 \n",
       "  809.11,1331.84 809.327,1331.8 809.545,1331.77 809.763,1331.73 809.981,1331.7 810.198,1331.66 810.416,1331.63 810.634,1331.59 810.852,1331.56 811.069,1331.52 \n",
       "  811.287,1331.49 811.505,1331.45 811.723,1331.42 811.94,1331.39 812.158,1331.35 812.376,1331.32 812.594,1331.28 812.811,1331.25 813.029,1331.21 813.247,1331.18 \n",
       "  813.465,1331.14 813.682,1331.11 813.9,1331.07 814.118,1331.04 814.336,1331 814.553,1330.97 814.771,1330.93 814.989,1330.9 815.207,1330.86 815.424,1330.83 \n",
       "  815.642,1330.79 815.86,1330.76 816.078,1330.72 816.295,1330.69 816.513,1330.65 816.731,1330.62 816.949,1330.58 817.166,1330.55 817.384,1330.51 817.602,1330.48 \n",
       "  817.82,1330.44 818.037,1330.41 818.255,1330.37 818.473,1330.34 818.691,1330.3 818.908,1330.27 819.126,1330.23 819.344,1330.2 819.562,1330.16 819.779,1330.13 \n",
       "  819.997,1330.09 820.215,1330.06 820.433,1330.02 820.65,1329.99 820.868,1329.95 821.086,1329.92 821.304,1329.88 821.521,1329.84 821.739,1329.81 821.957,1329.77 \n",
       "  822.175,1329.74 822.392,1329.7 822.61,1329.67 822.828,1329.63 823.046,1329.6 823.263,1329.56 823.481,1329.53 823.699,1329.49 823.917,1329.46 824.134,1329.42 \n",
       "  824.352,1329.39 824.57,1329.35 824.788,1329.31 825.006,1329.28 825.223,1329.24 825.441,1329.21 825.659,1329.17 825.877,1329.14 826.094,1329.1 826.312,1329.07 \n",
       "  826.53,1329.03 826.748,1329 826.965,1328.96 827.183,1328.92 827.401,1328.89 827.619,1328.85 827.836,1328.82 828.054,1328.78 828.272,1328.75 828.49,1328.71 \n",
       "  828.707,1328.68 828.925,1328.64 829.143,1328.6 829.361,1328.57 829.578,1328.53 829.796,1328.5 830.014,1328.46 830.232,1328.43 830.449,1328.39 830.667,1328.35 \n",
       "  830.885,1328.32 831.103,1328.28 831.32,1328.25 831.538,1328.21 831.756,1328.18 831.974,1328.14 832.191,1328.1 832.409,1328.07 832.627,1328.03 832.845,1328 \n",
       "  833.062,1327.96 833.28,1327.92 833.498,1327.89 833.716,1327.85 833.933,1327.82 834.151,1327.78 834.369,1327.75 834.587,1327.71 834.804,1327.67 835.022,1327.64 \n",
       "  835.24,1327.6 835.458,1327.57 835.675,1327.53 835.893,1327.49 836.111,1327.46 836.329,1327.42 836.546,1327.39 836.764,1327.35 836.982,1327.31 837.2,1327.28 \n",
       "  837.417,1327.24 837.635,1327.21 837.853,1327.17 838.071,1327.13 838.288,1327.1 838.506,1327.06 838.724,1327.02 838.942,1326.99 839.159,1326.95 839.377,1326.92 \n",
       "  839.595,1326.88 839.813,1326.84 840.03,1326.81 840.248,1326.77 840.466,1326.74 840.684,1326.7 840.901,1326.66 841.119,1326.63 841.337,1326.59 841.555,1326.55 \n",
       "  841.772,1326.52 841.99,1326.48 842.208,1326.45 842.426,1326.41 842.643,1326.37 842.861,1326.34 843.079,1326.3 843.297,1326.26 843.514,1326.23 843.732,1326.19 \n",
       "  843.95,1326.15 844.168,1326.12 844.385,1326.08 844.603,1326.05 844.821,1326.01 845.039,1325.97 845.256,1325.94 845.474,1325.9 845.692,1325.86 845.91,1325.83 \n",
       "  846.127,1325.79 846.345,1325.75 846.563,1325.72 846.781,1325.68 846.998,1325.64 847.216,1325.61 847.434,1325.57 847.652,1325.53 847.87,1325.5 848.087,1325.46 \n",
       "  848.305,1325.42 848.523,1325.39 848.741,1325.35 848.958,1325.31 849.176,1325.28 849.394,1325.24 849.612,1325.2 849.829,1325.17 850.047,1325.13 850.265,1325.09 \n",
       "  850.483,1325.06 850.7,1325.02 850.918,1324.98 851.136,1324.95 851.354,1324.91 851.571,1324.87 851.789,1324.84 852.007,1324.8 852.225,1324.76 852.442,1324.73 \n",
       "  852.66,1324.69 852.878,1324.65 853.096,1324.62 853.313,1324.58 853.531,1324.54 853.749,1324.51 853.967,1324.47 854.184,1324.43 854.402,1324.4 854.62,1324.36 \n",
       "  854.838,1324.32 855.055,1324.28 855.273,1324.25 855.491,1324.21 855.709,1324.17 855.926,1324.14 856.144,1324.1 856.362,1324.06 856.58,1324.03 856.797,1323.99 \n",
       "  857.015,1323.95 857.233,1323.92 857.451,1323.88 857.668,1323.84 857.886,1323.8 858.104,1323.77 858.322,1323.73 858.539,1323.69 858.757,1323.66 858.975,1323.62 \n",
       "  859.193,1323.58 859.41,1323.54 859.628,1323.51 859.846,1323.47 860.064,1323.43 860.281,1323.4 860.499,1323.36 860.717,1323.32 860.935,1323.28 861.152,1323.25 \n",
       "  861.37,1323.21 861.588,1323.17 861.806,1323.14 862.023,1323.1 862.241,1323.06 862.459,1323.02 862.677,1322.99 862.894,1322.95 863.112,1322.91 863.33,1322.87 \n",
       "  863.548,1322.84 863.765,1322.8 863.983,1322.76 864.201,1322.73 864.419,1322.69 864.636,1322.65 864.854,1322.61 865.072,1322.58 865.29,1322.54 865.507,1322.5 \n",
       "  865.725,1322.46 865.943,1322.43 866.161,1322.39 866.378,1322.35 866.596,1322.31 866.814,1322.28 867.032,1322.24 867.249,1322.2 867.467,1322.16 867.685,1322.13 \n",
       "  867.903,1322.09 868.12,1322.05 868.338,1322.01 868.556,1321.98 868.774,1321.94 868.991,1321.9 869.209,1321.86 869.427,1321.83 869.645,1321.79 869.862,1321.75 \n",
       "  870.08,1321.71 870.298,1321.68 870.516,1321.64 870.733,1321.6 870.951,1321.56 871.169,1321.53 871.387,1321.49 871.605,1321.45 871.822,1321.41 872.04,1321.37 \n",
       "  872.258,1321.34 872.476,1321.3 872.693,1321.26 872.911,1321.22 873.129,1321.19 873.347,1321.15 873.564,1321.11 873.782,1321.07 874,1321.03 874.218,1321 \n",
       "  874.435,1320.96 874.653,1320.92 874.871,1320.88 875.089,1320.85 875.306,1320.81 875.524,1320.77 875.742,1320.73 875.96,1320.69 876.177,1320.66 876.395,1320.62 \n",
       "  876.613,1320.58 876.831,1320.54 877.048,1320.5 877.266,1320.47 877.484,1320.43 877.702,1320.39 877.919,1320.35 878.137,1320.31 878.355,1320.28 878.573,1320.24 \n",
       "  878.79,1320.2 879.008,1320.16 879.226,1320.13 879.444,1320.09 879.661,1320.05 879.879,1320.01 880.097,1319.97 880.315,1319.93 880.532,1319.9 880.75,1319.86 \n",
       "  880.968,1319.82 881.186,1319.78 881.403,1319.74 881.621,1319.71 881.839,1319.67 882.057,1319.63 882.274,1319.59 882.492,1319.55 882.71,1319.52 882.928,1319.48 \n",
       "  883.145,1319.44 883.363,1319.4 883.581,1319.36 883.799,1319.32 884.016,1319.29 884.234,1319.25 884.452,1319.21 884.67,1319.17 884.887,1319.13 885.105,1319.1 \n",
       "  885.323,1319.06 885.541,1319.02 885.758,1318.98 885.976,1318.94 886.194,1318.9 886.412,1318.87 886.629,1318.83 886.847,1318.79 887.065,1318.75 887.283,1318.71 \n",
       "  887.5,1318.67 887.718,1318.64 887.936,1318.6 888.154,1318.56 888.371,1318.52 888.589,1318.48 888.807,1318.44 889.025,1318.41 889.242,1318.37 889.46,1318.33 \n",
       "  889.678,1318.29 889.896,1318.25 890.113,1318.21 890.331,1318.17 890.549,1318.14 890.767,1318.1 890.984,1318.06 891.202,1318.02 891.42,1317.98 891.638,1317.94 \n",
       "  891.855,1317.9 892.073,1317.87 892.291,1317.83 892.509,1317.79 892.726,1317.75 892.944,1317.71 893.162,1317.67 893.38,1317.63 893.597,1317.6 893.815,1317.56 \n",
       "  894.033,1317.52 894.251,1317.48 894.469,1317.44 894.686,1317.4 894.904,1317.36 895.122,1317.33 895.34,1317.29 895.557,1317.25 895.775,1317.21 895.993,1317.17 \n",
       "  896.211,1317.13 896.428,1317.09 896.646,1317.05 896.864,1317.02 897.082,1316.98 897.299,1316.94 897.517,1316.9 897.735,1316.86 897.953,1316.82 898.17,1316.78 \n",
       "  898.388,1316.74 898.606,1316.71 898.824,1316.67 899.041,1316.63 899.259,1316.59 899.477,1316.55 899.695,1316.51 899.912,1316.47 900.13,1316.43 900.348,1316.4 \n",
       "  900.566,1316.36 900.783,1316.32 901.001,1316.28 901.219,1316.24 901.437,1316.2 901.654,1316.16 901.872,1316.12 902.09,1316.08 902.308,1316.04 902.525,1316.01 \n",
       "  902.743,1315.97 902.961,1315.93 903.179,1315.89 903.396,1315.85 903.614,1315.81 903.832,1315.77 904.05,1315.73 904.267,1315.69 904.485,1315.65 904.703,1315.62 \n",
       "  904.921,1315.58 905.138,1315.54 905.356,1315.5 905.574,1315.46 905.792,1315.42 906.009,1315.38 906.227,1315.34 906.445,1315.3 906.663,1315.26 906.88,1315.23 \n",
       "  907.098,1315.19 907.316,1315.15 907.534,1315.11 907.751,1315.07 907.969,1315.03 908.187,1314.99 908.405,1314.95 908.622,1314.91 908.84,1314.87 909.058,1314.83 \n",
       "  909.276,1314.79 909.493,1314.75 909.711,1314.72 909.929,1314.68 910.147,1314.64 910.364,1314.6 910.582,1314.56 910.8,1314.52 911.018,1314.48 911.235,1314.44 \n",
       "  911.453,1314.4 911.671,1314.36 911.889,1314.32 912.106,1314.28 912.324,1314.24 912.542,1314.21 912.76,1314.17 912.977,1314.13 913.195,1314.09 913.413,1314.05 \n",
       "  913.631,1314.01 913.848,1313.97 914.066,1313.93 914.284,1313.89 914.502,1313.85 914.719,1313.81 914.937,1313.77 915.155,1313.73 915.373,1313.69 915.59,1313.65 \n",
       "  915.808,1313.61 916.026,1313.57 916.244,1313.54 916.461,1313.5 916.679,1313.46 916.897,1313.42 917.115,1313.38 917.332,1313.34 917.55,1313.3 917.768,1313.26 \n",
       "  917.986,1313.22 918.204,1313.18 918.421,1313.14 918.639,1313.1 918.857,1313.06 919.075,1313.02 919.292,1312.98 919.51,1312.94 919.728,1312.9 919.946,1312.86 \n",
       "  920.163,1312.82 920.381,1312.78 920.599,1312.74 920.817,1312.7 921.034,1312.67 921.252,1312.63 921.47,1312.59 921.688,1312.55 921.905,1312.51 922.123,1312.47 \n",
       "  922.341,1312.43 922.559,1312.39 922.776,1312.35 922.994,1312.31 923.212,1312.27 923.43,1312.23 923.647,1312.19 923.865,1312.15 924.083,1312.11 924.301,1312.07 \n",
       "  924.518,1312.03 924.736,1311.99 924.954,1311.95 925.172,1311.91 925.389,1311.87 925.607,1311.83 925.825,1311.79 926.043,1311.75 926.26,1311.71 926.478,1311.67 \n",
       "  926.696,1311.63 926.914,1311.59 927.131,1311.55 927.349,1311.51 927.567,1311.47 927.785,1311.43 928.002,1311.39 928.22,1311.35 928.438,1311.31 928.656,1311.27 \n",
       "  928.873,1311.23 929.091,1311.19 929.309,1311.15 929.527,1311.11 929.744,1311.07 929.962,1311.03 930.18,1310.99 930.398,1310.95 930.615,1310.91 930.833,1310.87 \n",
       "  931.051,1310.83 931.269,1310.79 931.486,1310.75 931.704,1310.71 931.922,1310.67 932.14,1310.63 932.357,1310.59 932.575,1310.55 932.793,1310.51 933.011,1310.47 \n",
       "  933.228,1310.43 933.446,1310.39 933.664,1310.35 933.882,1310.31 934.099,1310.27 934.317,1310.23 934.535,1310.19 934.753,1310.15 934.97,1310.11 935.188,1310.07 \n",
       "  935.406,1310.03 935.624,1309.99 935.841,1309.95 936.059,1309.91 936.277,1309.87 936.495,1309.83 936.712,1309.79 936.93,1309.75 937.148,1309.71 937.366,1309.67 \n",
       "  937.583,1309.63 937.801,1309.59 938.019,1309.55 938.237,1309.51 938.454,1309.47 938.672,1309.43 938.89,1309.39 939.108,1309.35 939.325,1309.31 939.543,1309.27 \n",
       "  939.761,1309.23 939.979,1309.19 940.196,1309.15 940.414,1309.11 940.632,1309.07 940.85,1309.03 941.068,1308.99 941.285,1308.95 941.503,1308.91 941.721,1308.87 \n",
       "  941.939,1308.83 942.156,1308.79 942.374,1308.75 942.592,1308.71 942.81,1308.67 943.027,1308.63 943.245,1308.59 943.463,1308.55 943.681,1308.5 943.898,1308.46 \n",
       "  944.116,1308.42 944.334,1308.38 944.552,1308.34 944.769,1308.3 944.987,1308.26 945.205,1308.22 945.423,1308.18 945.64,1308.14 945.858,1308.1 946.076,1308.06 \n",
       "  946.294,1308.02 946.511,1307.98 946.729,1307.94 946.947,1307.9 947.165,1307.86 947.382,1307.82 947.6,1307.78 947.818,1307.74 948.036,1307.7 948.253,1307.66 \n",
       "  948.471,1307.62 948.689,1307.58 948.907,1307.53 949.124,1307.49 949.342,1307.45 949.56,1307.41 949.778,1307.37 949.995,1307.33 950.213,1307.29 950.431,1307.25 \n",
       "  950.649,1307.21 950.866,1307.17 951.084,1307.13 951.302,1307.09 951.52,1307.05 951.737,1307.01 951.955,1306.97 952.173,1306.93 952.391,1306.89 952.608,1306.85 \n",
       "  952.826,1306.8 953.044,1306.76 953.262,1306.72 953.479,1306.68 953.697,1306.64 953.915,1306.6 954.133,1306.56 954.35,1306.52 954.568,1306.48 954.786,1306.44 \n",
       "  955.004,1306.4 955.221,1306.36 955.439,1306.32 955.657,1306.28 955.875,1306.24 956.092,1306.2 956.31,1306.15 956.528,1306.11 956.746,1306.07 956.963,1306.03 \n",
       "  957.181,1305.99 957.399,1305.95 957.617,1305.91 957.834,1305.87 958.052,1305.83 958.27,1305.79 958.488,1305.75 958.705,1305.71 958.923,1305.67 959.141,1305.62 \n",
       "  959.359,1305.58 959.576,1305.54 959.794,1305.5 960.012,1305.46 960.23,1305.42 960.447,1305.38 960.665,1305.34 960.883,1305.3 961.101,1305.26 961.318,1305.22 \n",
       "  961.536,1305.18 961.754,1305.14 961.972,1305.09 962.189,1305.05 962.407,1305.01 962.625,1304.97 962.843,1304.93 963.06,1304.89 963.278,1304.85 963.496,1304.81 \n",
       "  963.714,1304.77 963.931,1304.73 964.149,1304.69 964.367,1304.65 964.585,1304.6 964.803,1304.56 965.02,1304.52 965.238,1304.48 965.456,1304.44 965.674,1304.4 \n",
       "  965.891,1304.36 966.109,1304.32 966.327,1304.28 966.545,1304.24 966.762,1304.19 966.98,1304.15 967.198,1304.11 967.416,1304.07 967.633,1304.03 967.851,1303.99 \n",
       "  968.069,1303.95 968.287,1303.91 968.504,1303.87 968.722,1303.83 968.94,1303.79 969.158,1303.74 969.375,1303.7 969.593,1303.66 969.811,1303.62 970.029,1303.58 \n",
       "  970.246,1303.54 970.464,1303.5 970.682,1303.46 970.9,1303.42 971.117,1303.38 971.335,1303.33 971.553,1303.29 971.771,1303.25 971.988,1303.21 972.206,1303.17 \n",
       "  972.424,1303.13 972.642,1303.09 972.859,1303.05 973.077,1303.01 973.295,1302.96 973.513,1302.92 973.73,1302.88 973.948,1302.84 974.166,1302.8 974.384,1302.76 \n",
       "  974.601,1302.72 974.819,1302.68 975.037,1302.64 975.255,1302.59 975.472,1302.55 975.69,1302.51 975.908,1302.47 976.126,1302.43 976.343,1302.39 976.561,1302.35 \n",
       "  976.779,1302.31 976.997,1302.27 977.214,1302.22 977.432,1302.18 977.65,1302.14 977.868,1302.1 978.085,1302.06 978.303,1302.02 978.521,1301.98 978.739,1301.94 \n",
       "  978.956,1301.89 979.174,1301.85 979.392,1301.81 979.61,1301.77 979.827,1301.73 980.045,1301.69 980.263,1301.65 980.481,1301.61 980.698,1301.56 980.916,1301.52 \n",
       "  981.134,1301.48 981.352,1301.44 981.569,1301.4 981.787,1301.36 982.005,1301.32 982.223,1301.28 982.44,1301.23 982.658,1301.19 982.876,1301.15 983.094,1301.11 \n",
       "  983.311,1301.07 983.529,1301.03 983.747,1300.99 983.965,1300.95 984.182,1300.9 984.4,1300.86 984.618,1300.82 984.836,1300.78 985.053,1300.74 985.271,1300.7 \n",
       "  985.489,1300.66 985.707,1300.62 985.924,1300.57 986.142,1300.53 986.36,1300.49 986.578,1300.45 986.795,1300.41 987.013,1300.37 987.231,1300.33 987.449,1300.28 \n",
       "  987.667,1300.24 987.884,1300.2 988.102,1300.16 988.32,1300.12 988.538,1300.08 988.755,1300.04 988.973,1299.99 989.191,1299.95 989.409,1299.91 989.626,1299.87 \n",
       "  989.844,1299.83 990.062,1299.79 990.28,1299.75 990.497,1299.7 990.715,1299.66 990.933,1299.62 991.151,1299.58 991.368,1299.54 991.586,1299.5 991.804,1299.46 \n",
       "  992.022,1299.41 992.239,1299.37 992.457,1299.33 992.675,1299.29 992.893,1299.25 993.11,1299.21 993.328,1299.17 993.546,1299.12 993.764,1299.08 993.981,1299.04 \n",
       "  994.199,1299 994.417,1298.96 994.635,1298.92 994.852,1298.88 995.07,1298.83 995.288,1298.79 995.506,1298.75 995.723,1298.71 995.941,1298.67 996.159,1298.63 \n",
       "  996.377,1298.59 996.594,1298.54 996.812,1298.5 997.03,1298.46 997.248,1298.42 997.465,1298.38 997.683,1298.34 997.901,1298.29 998.119,1298.25 998.336,1298.21 \n",
       "  998.554,1298.17 998.772,1298.13 998.99,1298.09 999.207,1298.05 999.425,1298 999.643,1297.96 999.861,1297.92 1000.08,1297.88 1000.3,1297.84 1000.51,1297.8 \n",
       "  1000.73,1297.75 1000.95,1297.71 1001.17,1297.67 1001.38,1297.63 1001.6,1297.59 1001.82,1297.55 1002.04,1297.51 1002.26,1297.46 1002.47,1297.42 1002.69,1297.38 \n",
       "  1002.91,1297.34 1003.13,1297.3 1003.34,1297.26 1003.56,1297.21 1003.78,1297.17 1004,1297.13 1004.22,1297.09 1004.43,1297.05 1004.65,1297.01 1004.87,1296.96 \n",
       "  1005.09,1296.92 1005.3,1296.88 1005.52,1296.84 1005.74,1296.8 1005.96,1296.76 1006.18,1296.71 1006.39,1296.67 1006.61,1296.63 1006.83,1296.59 1007.05,1296.55 \n",
       "  1007.26,1296.51 1007.48,1296.47 1007.7,1296.42 1007.92,1296.38 1008.14,1296.34 1008.35,1296.3 1008.57,1296.26 1008.79,1296.22 1009.01,1296.17 1009.22,1296.13 \n",
       "  1009.44,1296.09 1009.66,1296.05 1009.88,1296.01 1010.09,1295.97 1010.31,1295.92 1010.53,1295.88 1010.75,1295.84 1010.97,1295.8 1011.18,1295.76 1011.4,1295.72 \n",
       "  1011.62,1295.67 1011.84,1295.63 1012.05,1295.59 1012.27,1295.55 1012.49,1295.51 1012.71,1295.46 1012.93,1295.42 1013.14,1295.38 1013.36,1295.34 1013.58,1295.3 \n",
       "  1013.8,1295.26 1014.01,1295.21 1014.23,1295.17 1014.45,1295.13 1014.67,1295.09 1014.89,1295.05 1015.1,1295.01 1015.32,1294.96 1015.54,1294.92 1015.76,1294.88 \n",
       "  1015.97,1294.84 1016.19,1294.8 1016.41,1294.76 1016.63,1294.71 1016.85,1294.67 1017.06,1294.63 1017.28,1294.59 1017.5,1294.55 1017.72,1294.51 1017.93,1294.46 \n",
       "  1018.15,1294.42 1018.37,1294.38 1018.59,1294.34 1018.81,1294.3 1019.02,1294.25 1019.24,1294.21 1019.46,1294.17 1019.68,1294.13 1019.89,1294.09 1020.11,1294.05 \n",
       "  1020.33,1294 1020.55,1293.96 1020.76,1293.92 1020.98,1293.88 1021.2,1293.84 1021.42,1293.8 1021.64,1293.75 1021.85,1293.71 1022.07,1293.67 1022.29,1293.63 \n",
       "  1022.51,1293.59 1022.72,1293.54 1022.94,1293.5 1023.16,1293.46 1023.38,1293.42 1023.6,1293.38 1023.81,1293.34 1024.03,1293.29 1024.25,1293.25 1024.47,1293.21 \n",
       "  1024.68,1293.17 1024.9,1293.13 1025.12,1293.08 1025.34,1293.04 1025.56,1293 1025.77,1292.96 1025.99,1292.92 1026.21,1292.88 1026.43,1292.83 1026.64,1292.79 \n",
       "  1026.86,1292.75 1027.08,1292.71 1027.3,1292.67 1027.52,1292.62 1027.73,1292.58 1027.95,1292.54 1028.17,1292.5 1028.39,1292.46 1028.6,1292.42 1028.82,1292.37 \n",
       "  1029.04,1292.33 1029.26,1292.29 1029.47,1292.25 1029.69,1292.21 1029.91,1292.16 1030.13,1292.12 1030.35,1292.08 1030.56,1292.04 1030.78,1292 1031,1291.96 \n",
       "  1031.22,1291.91 1031.43,1291.87 1031.65,1291.83 1031.87,1291.79 1032.09,1291.75 1032.31,1291.7 1032.52,1291.66 1032.74,1291.62 1032.96,1291.58 1033.18,1291.54 \n",
       "  1033.39,1291.5 1033.61,1291.45 1033.83,1291.41 1034.05,1291.37 1034.27,1291.33 1034.48,1291.29 1034.7,1291.24 1034.92,1291.2 1035.14,1291.16 1035.35,1291.12 \n",
       "  1035.57,1291.08 1035.79,1291.04 1036.01,1290.99 1036.23,1290.95 1036.44,1290.91 1036.66,1290.87 1036.88,1290.83 1037.1,1290.78 1037.31,1290.74 1037.53,1290.7 \n",
       "  1037.75,1290.66 1037.97,1290.62 1038.19,1290.57 1038.4,1290.53 1038.62,1290.49 1038.84,1290.45 1039.06,1290.41 1039.27,1290.37 1039.49,1290.32 1039.71,1290.28 \n",
       "  1039.93,1290.24 1040.14,1290.2 1040.36,1290.16 1040.58,1290.11 1040.8,1290.07 1041.02,1290.03 1041.23,1289.99 1041.45,1289.95 1041.67,1289.91 1041.89,1289.86 \n",
       "  1042.1,1289.82 1042.32,1289.78 1042.54,1289.74 1042.76,1289.7 1042.98,1289.65 1043.19,1289.61 1043.41,1289.57 1043.63,1289.53 1043.85,1289.49 1044.06,1289.44 \n",
       "  1044.28,1289.4 1044.5,1289.36 1044.72,1289.32 1044.94,1289.28 1045.15,1289.24 1045.37,1289.19 1045.59,1289.15 1045.81,1289.11 1046.02,1289.07 1046.24,1289.03 \n",
       "  1046.46,1288.98 1046.68,1288.94 1046.9,1288.9 1047.11,1288.86 1047.33,1288.82 1047.55,1288.77 1047.77,1288.73 1047.98,1288.69 1048.2,1288.65 1048.42,1288.61 \n",
       "  1048.64,1288.57 1048.85,1288.52 1049.07,1288.48 1049.29,1288.44 1049.51,1288.4 1049.73,1288.36 1049.94,1288.31 1050.16,1288.27 1050.38,1288.23 1050.6,1288.19 \n",
       "  1050.81,1288.15 1051.03,1288.1 1051.25,1288.06 1051.47,1288.02 1051.69,1287.98 1051.9,1287.94 1052.12,1287.9 1052.34,1287.85 1052.56,1287.81 1052.77,1287.77 \n",
       "  1052.99,1287.73 1053.21,1287.69 1053.43,1287.64 1053.65,1287.6 1053.86,1287.56 1054.08,1287.52 1054.3,1287.48 1054.52,1287.44 1054.73,1287.39 1054.95,1287.35 \n",
       "  1055.17,1287.31 1055.39,1287.27 1055.61,1287.23 1055.82,1287.18 1056.04,1287.14 1056.26,1287.1 1056.48,1287.06 1056.69,1287.02 1056.91,1286.97 1057.13,1286.93 \n",
       "  1057.35,1286.89 1057.57,1286.85 1057.78,1286.81 1058,1286.77 1058.22,1286.72 1058.44,1286.68 1058.65,1286.64 1058.87,1286.6 1059.09,1286.56 1059.31,1286.51 \n",
       "  1059.52,1286.47 1059.74,1286.43 1059.96,1286.39 1060.18,1286.35 1060.4,1286.31 1060.61,1286.26 1060.83,1286.22 1061.05,1286.18 1061.27,1286.14 1061.48,1286.1 \n",
       "  1061.7,1286.05 1061.92,1286.01 1062.14,1285.97 1062.36,1285.93 1062.57,1285.89 1062.79,1285.85 1063.01,1285.8 1063.23,1285.76 1063.44,1285.72 1063.66,1285.68 \n",
       "  1063.88,1285.64 1064.1,1285.59 1064.32,1285.55 1064.53,1285.51 1064.75,1285.47 1064.97,1285.43 1065.19,1285.39 1065.4,1285.34 1065.62,1285.3 1065.84,1285.26 \n",
       "  1066.06,1285.22 1066.28,1285.18 1066.49,1285.13 1066.71,1285.09 1066.93,1285.05 1067.15,1285.01 1067.36,1284.97 1067.58,1284.93 1067.8,1284.88 1068.02,1284.84 \n",
       "  1068.23,1284.8 1068.45,1284.76 1068.67,1284.72 1068.89,1284.68 1069.11,1284.63 1069.32,1284.59 1069.54,1284.55 1069.76,1284.51 1069.98,1284.47 1070.19,1284.42 \n",
       "  1070.41,1284.38 1070.63,1284.34 1070.85,1284.3 1071.07,1284.26 1071.28,1284.22 1071.5,1284.17 1071.72,1284.13 1071.94,1284.09 1072.15,1284.05 1072.37,1284.01 \n",
       "  1072.59,1283.97 1072.81,1283.92 1073.03,1283.88 1073.24,1283.84 1073.46,1283.8 1073.68,1283.76 1073.9,1283.71 1074.11,1283.67 1074.33,1283.63 1074.55,1283.59 \n",
       "  1074.77,1283.55 1074.99,1283.51 1075.2,1283.46 1075.42,1283.42 1075.64,1283.38 1075.86,1283.34 1076.07,1283.3 1076.29,1283.26 1076.51,1283.21 1076.73,1283.17 \n",
       "  1076.94,1283.13 1077.16,1283.09 1077.38,1283.05 1077.6,1283.01 1077.82,1282.96 1078.03,1282.92 1078.25,1282.88 1078.47,1282.84 1078.69,1282.8 1078.9,1282.76 \n",
       "  1079.12,1282.71 1079.34,1282.67 1079.56,1282.63 1079.78,1282.59 1079.99,1282.55 1080.21,1282.51 1080.43,1282.46 1080.65,1282.42 1080.86,1282.38 1081.08,1282.34 \n",
       "  1081.3,1282.3 1081.52,1282.25 1081.74,1282.21 1081.95,1282.17 1082.17,1282.13 1082.39,1282.09 1082.61,1282.05 1082.82,1282.01 1083.04,1281.96 1083.26,1281.92 \n",
       "  1083.48,1281.88 1083.7,1281.84 1083.91,1281.8 1084.13,1281.76 1084.35,1281.71 1084.57,1281.67 1084.78,1281.63 1085,1281.59 1085.22,1281.55 1085.44,1281.51 \n",
       "  1085.66,1281.46 1085.87,1281.42 1086.09,1281.38 1086.31,1281.34 1086.53,1281.3 1086.74,1281.26 1086.96,1281.21 1087.18,1281.17 1087.4,1281.13 1087.61,1281.09 \n",
       "  1087.83,1281.05 1088.05,1281.01 1088.27,1280.96 1088.49,1280.92 1088.7,1280.88 1088.92,1280.84 1089.14,1280.8 1089.36,1280.76 1089.57,1280.72 1089.79,1280.67 \n",
       "  1090.01,1280.63 1090.23,1280.59 1090.45,1280.55 1090.66,1280.51 1090.88,1280.47 1091.1,1280.42 1091.32,1280.38 1091.53,1280.34 1091.75,1280.3 1091.97,1280.26 \n",
       "  1092.19,1280.22 1092.41,1280.18 1092.62,1280.13 1092.84,1280.09 1093.06,1280.05 1093.28,1280.01 1093.49,1279.97 1093.71,1279.93 1093.93,1279.88 1094.15,1279.84 \n",
       "  1094.37,1279.8 1094.58,1279.76 1094.8,1279.72 1095.02,1279.68 1095.24,1279.64 1095.45,1279.59 1095.67,1279.55 1095.89,1279.51 1096.11,1279.47 1096.32,1279.43 \n",
       "  1096.54,1279.39 1096.76,1279.35 1096.98,1279.3 1097.2,1279.26 1097.41,1279.22 1097.63,1279.18 1097.85,1279.14 1098.07,1279.1 1098.28,1279.05 1098.5,1279.01 \n",
       "  1098.72,1278.97 1098.94,1278.93 1099.16,1278.89 1099.37,1278.85 1099.59,1278.81 1099.81,1278.76 1100.03,1278.72 1100.24,1278.68 1100.46,1278.64 1100.68,1278.6 \n",
       "  1100.9,1278.56 1101.12,1278.52 1101.33,1278.48 1101.55,1278.43 1101.77,1278.39 1101.99,1278.35 1102.2,1278.31 1102.42,1278.27 1102.64,1278.23 1102.86,1278.19 \n",
       "  1103.08,1278.14 1103.29,1278.1 1103.51,1278.06 1103.73,1278.02 1103.95,1277.98 1104.16,1277.94 1104.38,1277.9 1104.6,1277.85 1104.82,1277.81 1105.04,1277.77 \n",
       "  1105.25,1277.73 1105.47,1277.69 1105.69,1277.65 1105.91,1277.61 1106.12,1277.57 1106.34,1277.52 1106.56,1277.48 1106.78,1277.44 1106.99,1277.4 1107.21,1277.36 \n",
       "  1107.43,1277.32 1107.65,1277.28 1107.87,1277.24 1108.08,1277.19 1108.3,1277.15 1108.52,1277.11 1108.74,1277.07 1108.95,1277.03 1109.17,1276.99 1109.39,1276.95 \n",
       "  1109.61,1276.91 1109.83,1276.86 1110.04,1276.82 1110.26,1276.78 1110.48,1276.74 1110.7,1276.7 1110.91,1276.66 1111.13,1276.62 1111.35,1276.58 1111.57,1276.53 \n",
       "  1111.79,1276.49 1112,1276.45 1112.22,1276.41 1112.44,1276.37 1112.66,1276.33 1112.87,1276.29 1113.09,1276.25 1113.31,1276.2 1113.53,1276.16 1113.75,1276.12 \n",
       "  1113.96,1276.08 1114.18,1276.04 1114.4,1276 1114.62,1275.96 1114.83,1275.92 1115.05,1275.88 1115.27,1275.83 1115.49,1275.79 1115.7,1275.75 1115.92,1275.71 \n",
       "  1116.14,1275.67 1116.36,1275.63 1116.58,1275.59 1116.79,1275.55 1117.01,1275.51 1117.23,1275.46 1117.45,1275.42 1117.66,1275.38 1117.88,1275.34 1118.1,1275.3 \n",
       "  1118.32,1275.26 1118.54,1275.22 1118.75,1275.18 1118.97,1275.14 1119.19,1275.1 1119.41,1275.05 1119.62,1275.01 1119.84,1274.97 1120.06,1274.93 1120.28,1274.89 \n",
       "  1120.5,1274.85 1120.71,1274.81 1120.93,1274.77 1121.15,1274.73 1121.37,1274.68 1121.58,1274.64 1121.8,1274.6 1122.02,1274.56 1122.24,1274.52 1122.46,1274.48 \n",
       "  1122.67,1274.44 1122.89,1274.4 1123.11,1274.36 1123.33,1274.32 1123.54,1274.28 1123.76,1274.23 1123.98,1274.19 1124.2,1274.15 1124.41,1274.11 1124.63,1274.07 \n",
       "  1124.85,1274.03 1125.07,1273.99 1125.29,1273.95 1125.5,1273.91 1125.72,1273.87 1125.94,1273.83 1126.16,1273.78 1126.37,1273.74 1126.59,1273.7 1126.81,1273.66 \n",
       "  1127.03,1273.62 1127.25,1273.58 1127.46,1273.54 1127.68,1273.5 1127.9,1273.46 1128.12,1273.42 1128.33,1273.38 1128.55,1273.34 1128.77,1273.29 1128.99,1273.25 \n",
       "  1129.21,1273.21 1129.42,1273.17 1129.64,1273.13 1129.86,1273.09 1130.08,1273.05 1130.29,1273.01 1130.51,1272.97 1130.73,1272.93 1130.95,1272.89 1131.17,1272.85 \n",
       "  1131.38,1272.8 1131.6,1272.76 1131.82,1272.72 1132.04,1272.68 1132.25,1272.64 1132.47,1272.6 1132.69,1272.56 1132.91,1272.52 1133.13,1272.48 1133.34,1272.44 \n",
       "  1133.56,1272.4 1133.78,1272.36 1134,1272.32 1134.21,1272.28 1134.43,1272.23 1134.65,1272.19 1134.87,1272.15 1135.08,1272.11 1135.3,1272.07 1135.52,1272.03 \n",
       "  1135.74,1271.99 1135.96,1271.95 1136.17,1271.91 1136.39,1271.87 1136.61,1271.83 1136.83,1271.79 1137.04,1271.75 1137.26,1271.71 1137.48,1271.67 1137.7,1271.63 \n",
       "  1137.92,1271.58 1138.13,1271.54 1138.35,1271.5 1138.57,1271.46 1138.79,1271.42 1139,1271.38 1139.22,1271.34 1139.44,1271.3 1139.66,1271.26 1139.88,1271.22 \n",
       "  1140.09,1271.18 1140.31,1271.14 1140.53,1271.1 1140.75,1271.06 1140.96,1271.02 1141.18,1270.98 1141.4,1270.94 1141.62,1270.9 1141.84,1270.86 1142.05,1270.82 \n",
       "  1142.27,1270.77 1142.49,1270.73 1142.71,1270.69 1142.92,1270.65 1143.14,1270.61 1143.36,1270.57 1143.58,1270.53 1143.79,1270.49 1144.01,1270.45 1144.23,1270.41 \n",
       "  1144.45,1270.37 1144.67,1270.33 1144.88,1270.29 1145.1,1270.25 1145.32,1270.21 1145.54,1270.17 1145.75,1270.13 1145.97,1270.09 1146.19,1270.05 1146.41,1270.01 \n",
       "  1146.63,1269.97 1146.84,1269.93 1147.06,1269.89 1147.28,1269.85 1147.5,1269.81 1147.71,1269.77 1147.93,1269.73 1148.15,1269.68 1148.37,1269.64 1148.59,1269.6 \n",
       "  1148.8,1269.56 1149.02,1269.52 1149.24,1269.48 1149.46,1269.44 1149.67,1269.4 1149.89,1269.36 1150.11,1269.32 1150.33,1269.28 1150.55,1269.24 1150.76,1269.2 \n",
       "  1150.98,1269.16 1151.2,1269.12 1151.42,1269.08 1151.63,1269.04 1151.85,1269 1152.07,1268.96 1152.29,1268.92 1152.51,1268.88 1152.72,1268.84 1152.94,1268.8 \n",
       "  1153.16,1268.76 1153.38,1268.72 1153.59,1268.68 1153.81,1268.64 1154.03,1268.6 1154.25,1268.56 1154.46,1268.52 1154.68,1268.48 1154.9,1268.44 1155.12,1268.4 \n",
       "  1155.34,1268.36 1155.55,1268.32 1155.77,1268.28 1155.99,1268.24 1156.21,1268.2 1156.42,1268.16 1156.64,1268.12 1156.86,1268.08 1157.08,1268.04 1157.3,1268 \n",
       "  1157.51,1267.96 1157.73,1267.92 1157.95,1267.88 1158.17,1267.84 1158.38,1267.8 1158.6,1267.76 1158.82,1267.72 1159.04,1267.68 1159.26,1267.64 1159.47,1267.6 \n",
       "  1159.69,1267.56 1159.91,1267.52 1160.13,1267.48 1160.34,1267.44 1160.56,1267.4 1160.78,1267.36 1161,1267.32 1161.22,1267.28 1161.43,1267.24 1161.65,1267.2 \n",
       "  1161.87,1267.16 1162.09,1267.12 1162.3,1267.08 1162.52,1267.04 1162.74,1267 1162.96,1266.96 1163.17,1266.92 1163.39,1266.88 1163.61,1266.84 1163.83,1266.8 \n",
       "  1164.05,1266.76 1164.26,1266.72 1164.48,1266.68 1164.7,1266.64 1164.92,1266.6 1165.13,1266.56 1165.35,1266.52 1165.57,1266.48 1165.79,1266.45 1166.01,1266.41 \n",
       "  1166.22,1266.37 1166.44,1266.33 1166.66,1266.29 1166.88,1266.25 1167.09,1266.21 1167.31,1266.17 1167.53,1266.13 1167.75,1266.09 1167.97,1266.05 1168.18,1266.01 \n",
       "  1168.4,1265.97 1168.62,1265.93 1168.84,1265.89 1169.05,1265.85 1169.27,1265.81 1169.49,1265.77 1169.71,1265.73 1169.93,1265.69 1170.14,1265.65 1170.36,1265.61 \n",
       "  1170.58,1265.57 1170.8,1265.53 1171.01,1265.49 1171.23,1265.45 1171.45,1265.42 1171.67,1265.38 1171.88,1265.34 1172.1,1265.3 1172.32,1265.26 1172.54,1265.22 \n",
       "  1172.76,1265.18 1172.97,1265.14 1173.19,1265.1 1173.41,1265.06 1173.63,1265.02 1173.84,1264.98 1174.06,1264.94 1174.28,1264.9 1174.5,1264.86 1174.72,1264.82 \n",
       "  1174.93,1264.78 1175.15,1264.75 1175.37,1264.71 1175.59,1264.67 1175.8,1264.63 1176.02,1264.59 1176.24,1264.55 1176.46,1264.51 1176.68,1264.47 1176.89,1264.43 \n",
       "  1177.11,1264.39 1177.33,1264.35 1177.55,1264.31 1177.76,1264.27 1177.98,1264.23 1178.2,1264.19 1178.42,1264.16 1178.64,1264.12 1178.85,1264.08 1179.07,1264.04 \n",
       "  1179.29,1264 1179.51,1263.96 1179.72,1263.92 1179.94,1263.88 1180.16,1263.84 1180.38,1263.8 1180.6,1263.76 1180.81,1263.72 1181.03,1263.69 1181.25,1263.65 \n",
       "  1181.47,1263.61 1181.68,1263.57 1181.9,1263.53 1182.12,1263.49 1182.34,1263.45 1182.55,1263.41 1182.77,1263.37 1182.99,1263.33 1183.21,1263.29 1183.43,1263.26 \n",
       "  1183.64,1263.22 1183.86,1263.18 1184.08,1263.14 1184.3,1263.1 1184.51,1263.06 1184.73,1263.02 1184.95,1262.98 1185.17,1262.94 1185.39,1262.9 1185.6,1262.87 \n",
       "  1185.82,1262.83 1186.04,1262.79 1186.26,1262.75 1186.47,1262.71 1186.69,1262.67 1186.91,1262.63 1187.13,1262.59 1187.35,1262.55 1187.56,1262.51 1187.78,1262.48 \n",
       "  1188,1262.44 1188.22,1262.4 1188.43,1262.36 1188.65,1262.32 1188.87,1262.28 1189.09,1262.24 1189.31,1262.2 1189.52,1262.17 1189.74,1262.13 1189.96,1262.09 \n",
       "  1190.18,1262.05 1190.39,1262.01 1190.61,1261.97 1190.83,1261.93 1191.05,1261.89 1191.26,1261.86 1191.48,1261.82 1191.7,1261.78 1191.92,1261.74 1192.14,1261.7 \n",
       "  1192.35,1261.66 1192.57,1261.62 1192.79,1261.58 1193.01,1261.55 1193.22,1261.51 1193.44,1261.47 1193.66,1261.43 1193.88,1261.39 1194.1,1261.35 1194.31,1261.31 \n",
       "  1194.53,1261.28 1194.75,1261.24 1194.97,1261.2 1195.18,1261.16 1195.4,1261.12 1195.62,1261.08 1195.84,1261.04 1196.06,1261.01 1196.27,1260.97 1196.49,1260.93 \n",
       "  1196.71,1260.89 1196.93,1260.85 1197.14,1260.81 1197.36,1260.77 1197.58,1260.74 1197.8,1260.7 1198.02,1260.66 1198.23,1260.62 1198.45,1260.58 1198.67,1260.54 \n",
       "  1198.89,1260.5 1199.1,1260.47 1199.32,1260.43 1199.54,1260.39 1199.76,1260.35 1199.98,1260.31 1200.19,1260.27 1200.41,1260.24 1200.63,1260.2 1200.85,1260.16 \n",
       "  1201.06,1260.12 1201.28,1260.08 1201.5,1260.04 1201.72,1260.01 1201.93,1259.97 1202.15,1259.93 1202.37,1259.89 1202.59,1259.85 1202.81,1259.81 1203.02,1259.78 \n",
       "  1203.24,1259.74 1203.46,1259.7 1203.68,1259.66 1203.89,1259.62 1204.11,1259.59 1204.33,1259.55 1204.55,1259.51 1204.77,1259.47 1204.98,1259.43 1205.2,1259.39 \n",
       "  1205.42,1259.36 1205.64,1259.32 1205.85,1259.28 1206.07,1259.24 1206.29,1259.2 1206.51,1259.17 1206.73,1259.13 1206.94,1259.09 1207.16,1259.05 1207.38,1259.01 \n",
       "  1207.6,1258.98 1207.81,1258.94 1208.03,1258.9 1208.25,1258.86 1208.47,1258.82 1208.69,1258.79 1208.9,1258.75 1209.12,1258.71 1209.34,1258.67 1209.56,1258.63 \n",
       "  1209.77,1258.6 1209.99,1258.56 1210.21,1258.52 1210.43,1258.48 1210.64,1258.44 1210.86,1258.41 1211.08,1258.37 1211.3,1258.33 1211.52,1258.29 1211.73,1258.26 \n",
       "  1211.95,1258.22 1212.17,1258.18 1212.39,1258.14 1212.6,1258.1 1212.82,1258.07 1213.04,1258.03 1213.26,1257.99 1213.48,1257.95 1213.69,1257.91 1213.91,1257.88 \n",
       "  1214.13,1257.84 1214.35,1257.8 1214.56,1257.76 1214.78,1257.73 1215,1257.69 1215.22,1257.65 1215.44,1257.61 1215.65,1257.58 1215.87,1257.54 1216.09,1257.5 \n",
       "  1216.31,1257.46 1216.52,1257.42 1216.74,1257.39 1216.96,1257.35 1217.18,1257.31 1217.4,1257.27 1217.61,1257.24 1217.83,1257.2 1218.05,1257.16 1218.27,1257.12 \n",
       "  1218.48,1257.09 1218.7,1257.05 1218.92,1257.01 1219.14,1256.97 1219.35,1256.94 1219.57,1256.9 1219.79,1256.86 1220.01,1256.82 1220.23,1256.79 1220.44,1256.75 \n",
       "  1220.66,1256.71 1220.88,1256.67 1221.1,1256.64 1221.31,1256.6 1221.53,1256.56 1221.75,1256.52 1221.97,1256.49 1222.19,1256.45 1222.4,1256.41 1222.62,1256.38 \n",
       "  1222.84,1256.34 1223.06,1256.3 1223.27,1256.26 1223.49,1256.23 1223.71,1256.19 1223.93,1256.15 1224.15,1256.11 1224.36,1256.08 1224.58,1256.04 1224.8,1256 \n",
       "  1225.02,1255.97 1225.23,1255.93 1225.45,1255.89 1225.67,1255.85 1225.89,1255.82 1226.11,1255.78 1226.32,1255.74 1226.54,1255.71 1226.76,1255.67 1226.98,1255.63 \n",
       "  1227.19,1255.59 1227.41,1255.56 1227.63,1255.52 1227.85,1255.48 1228.07,1255.45 1228.28,1255.41 1228.5,1255.37 1228.72,1255.33 1228.94,1255.3 1229.15,1255.26 \n",
       "  1229.37,1255.22 1229.59,1255.19 1229.81,1255.15 1230.02,1255.11 1230.24,1255.08 1230.46,1255.04 1230.68,1255 1230.9,1254.96 1231.11,1254.93 1231.33,1254.89 \n",
       "  1231.55,1254.85 1231.77,1254.82 1231.98,1254.78 1232.2,1254.74 1232.42,1254.71 1232.64,1254.67 1232.86,1254.63 1233.07,1254.6 1233.29,1254.56 1233.51,1254.52 \n",
       "  1233.73,1254.48 1233.94,1254.45 1234.16,1254.41 1234.38,1254.37 1234.6,1254.34 1234.82,1254.3 1235.03,1254.26 1235.25,1254.23 1235.47,1254.19 1235.69,1254.15 \n",
       "  1235.9,1254.12 1236.12,1254.08 1236.34,1254.04 1236.56,1254.01 1236.78,1253.97 1236.99,1253.93 1237.21,1253.9 1237.43,1253.86 1237.65,1253.82 1237.86,1253.79 \n",
       "  1238.08,1253.75 1238.3,1253.71 1238.52,1253.68 1238.73,1253.64 1238.95,1253.6 1239.17,1253.57 1239.39,1253.53 1239.61,1253.5 1239.82,1253.46 1240.04,1253.42 \n",
       "  1240.26,1253.39 1240.48,1253.35 1240.69,1253.31 1240.91,1253.28 1241.13,1253.24 1241.35,1253.2 1241.57,1253.17 1241.78,1253.13 1242,1253.09 1242.22,1253.06 \n",
       "  1242.44,1253.02 1242.65,1252.99 1242.87,1252.95 1243.09,1252.91 1243.31,1252.88 1243.53,1252.84 1243.74,1252.8 1243.96,1252.77 1244.18,1252.73 1244.4,1252.7 \n",
       "  1244.61,1252.66 1244.83,1252.62 1245.05,1252.59 1245.27,1252.55 1245.49,1252.51 1245.7,1252.48 1245.92,1252.44 1246.14,1252.41 1246.36,1252.37 1246.57,1252.33 \n",
       "  1246.79,1252.3 1247.01,1252.26 1247.23,1252.22 1247.45,1252.19 1247.66,1252.15 1247.88,1252.12 1248.1,1252.08 1248.32,1252.04 1248.53,1252.01 1248.75,1251.97 \n",
       "  1248.97,1251.94 1249.19,1251.9 1249.4,1251.86 1249.62,1251.83 1249.84,1251.79 1250.06,1251.76 1250.28,1251.72 1250.49,1251.68 1250.71,1251.65 1250.93,1251.61 \n",
       "  1251.15,1251.58 1251.36,1251.54 1251.58,1251.5 1251.8,1251.47 1252.02,1251.43 1252.24,1251.4 1252.45,1251.36 1252.67,1251.33 1252.89,1251.29 1253.11,1251.25 \n",
       "  1253.32,1251.22 1253.54,1251.18 1253.76,1251.15 1253.98,1251.11 1254.2,1251.08 1254.41,1251.04 1254.63,1251 1254.85,1250.97 1255.07,1250.93 1255.28,1250.9 \n",
       "  1255.5,1250.86 1255.72,1250.83 1255.94,1250.79 1256.16,1250.75 1256.37,1250.72 1256.59,1250.68 1256.81,1250.65 1257.03,1250.61 1257.24,1250.58 1257.46,1250.54 \n",
       "  1257.68,1250.5 1257.9,1250.47 1258.11,1250.43 1258.33,1250.4 1258.55,1250.36 1258.77,1250.33 1258.99,1250.29 1259.2,1250.26 1259.42,1250.22 1259.64,1250.19 \n",
       "  1259.86,1250.15 1260.07,1250.11 1260.29,1250.08 1260.51,1250.04 1260.73,1250.01 1260.95,1249.97 1261.16,1249.94 1261.38,1249.9 1261.6,1249.87 1261.82,1249.83 \n",
       "  1262.03,1249.8 1262.25,1249.76 1262.47,1249.73 1262.69,1249.69 1262.91,1249.66 1263.12,1249.62 1263.34,1249.58 1263.56,1249.55 1263.78,1249.51 1263.99,1249.48 \n",
       "  1264.21,1249.44 1264.43,1249.41 1264.65,1249.37 1264.87,1249.34 1265.08,1249.3 1265.3,1249.27 1265.52,1249.23 1265.74,1249.2 1265.95,1249.16 1266.17,1249.13 \n",
       "  1266.39,1249.09 1266.61,1249.06 1266.83,1249.02 1267.04,1248.99 1267.26,1248.95 1267.48,1248.92 1267.7,1248.88 1267.91,1248.85 1268.13,1248.81 1268.35,1248.78 \n",
       "  1268.57,1248.74 1268.78,1248.71 1269,1248.67 1269.22,1248.64 1269.44,1248.6 1269.66,1248.57 1269.87,1248.53 1270.09,1248.5 1270.31,1248.46 1270.53,1248.43 \n",
       "  1270.74,1248.39 1270.96,1248.36 1271.18,1248.32 1271.4,1248.29 1271.62,1248.25 1271.83,1248.22 1272.05,1248.18 1272.27,1248.15 1272.49,1248.12 1272.7,1248.08 \n",
       "  1272.92,1248.05 1273.14,1248.01 1273.36,1247.98 1273.58,1247.94 1273.79,1247.91 1274.01,1247.87 1274.23,1247.84 1274.45,1247.8 1274.66,1247.77 1274.88,1247.73 \n",
       "  1275.1,1247.7 1275.32,1247.66 1275.54,1247.63 1275.75,1247.6 1275.97,1247.56 1276.19,1247.53 1276.41,1247.49 1276.62,1247.46 1276.84,1247.42 1277.06,1247.39 \n",
       "  1277.28,1247.35 1277.49,1247.32 1277.71,1247.28 1277.93,1247.25 1278.15,1247.22 1278.37,1247.18 1278.58,1247.15 1278.8,1247.11 1279.02,1247.08 1279.24,1247.04 \n",
       "  1279.45,1247.01 1279.67,1246.98 1279.89,1246.94 1280.11,1246.91 1280.33,1246.87 1280.54,1246.84 1280.76,1246.8 1280.98,1246.77 1281.2,1246.74 1281.41,1246.7 \n",
       "  1281.63,1246.67 1281.85,1246.63 1282.07,1246.6 1282.29,1246.56 1282.5,1246.53 1282.72,1246.5 1282.94,1246.46 1283.16,1246.43 1283.37,1246.39 1283.59,1246.36 \n",
       "  1283.81,1246.33 1284.03,1246.29 1284.25,1246.26 1284.46,1246.22 1284.68,1246.19 1284.9,1246.15 1285.12,1246.12 1285.33,1246.09 1285.55,1246.05 1285.77,1246.02 \n",
       "  1285.99,1245.98 1286.2,1245.95 1286.42,1245.92 1286.64,1245.88 1286.86,1245.85 1287.08,1245.82 1287.29,1245.78 1287.51,1245.75 1287.73,1245.71 1287.95,1245.68 \n",
       "  1288.16,1245.65 1288.38,1245.61 1288.6,1245.58 1288.82,1245.54 1289.04,1245.51 1289.25,1245.48 1289.47,1245.44 1289.69,1245.41 1289.91,1245.38 1290.12,1245.34 \n",
       "  1290.34,1245.31 1290.56,1245.27 1290.78,1245.24 1291,1245.21 1291.21,1245.17 1291.43,1245.14 1291.65,1245.11 1291.87,1245.07 1292.08,1245.04 1292.3,1245.01 \n",
       "  1292.52,1244.97 1292.74,1244.94 1292.96,1244.9 1293.17,1244.87 1293.39,1244.84 1293.61,1244.8 1293.83,1244.77 1294.04,1244.74 1294.26,1244.7 1294.48,1244.67 \n",
       "  1294.7,1244.64 1294.92,1244.6 1295.13,1244.57 1295.35,1244.54 1295.57,1244.5 1295.79,1244.47 1296,1244.44 1296.22,1244.4 1296.44,1244.37 1296.66,1244.34 \n",
       "  1296.87,1244.3 1297.09,1244.27 1297.31,1244.24 1297.53,1244.2 1297.75,1244.17 1297.96,1244.14 1298.18,1244.1 1298.4,1244.07 1298.62,1244.04 1298.83,1244 \n",
       "  1299.05,1243.97 1299.27,1243.94 1299.49,1243.9 1299.71,1243.87 1299.92,1243.84 1300.14,1243.8 1300.36,1243.77 1300.58,1243.74 1300.79,1243.7 1301.01,1243.67 \n",
       "  1301.23,1243.64 1301.45,1243.61 1301.67,1243.57 1301.88,1243.54 1302.1,1243.51 1302.32,1243.47 1302.54,1243.44 1302.75,1243.41 1302.97,1243.37 1303.19,1243.34 \n",
       "  1303.41,1243.31 1303.63,1243.28 1303.84,1243.24 1304.06,1243.21 1304.28,1243.18 1304.5,1243.14 1304.71,1243.11 1304.93,1243.08 1305.15,1243.04 1305.37,1243.01 \n",
       "  1305.58,1242.98 1305.8,1242.95 1306.02,1242.91 1306.24,1242.88 1306.46,1242.85 1306.67,1242.82 1306.89,1242.78 1307.11,1242.75 1307.33,1242.72 1307.54,1242.68 \n",
       "  1307.76,1242.65 1307.98,1242.62 1308.2,1242.59 1308.42,1242.55 1308.63,1242.52 1308.85,1242.49 1309.07,1242.46 1309.29,1242.42 1309.5,1242.39 1309.72,1242.36 \n",
       "  1309.94,1242.33 1310.16,1242.29 1310.38,1242.26 1310.59,1242.23 1310.81,1242.2 1311.03,1242.16 1311.25,1242.13 1311.46,1242.1 1311.68,1242.07 1311.9,1242.03 \n",
       "  1312.12,1242 1312.34,1241.97 1312.55,1241.94 1312.77,1241.9 1312.99,1241.87 1313.21,1241.84 1313.42,1241.81 1313.64,1241.77 1313.86,1241.74 1314.08,1241.71 \n",
       "  1314.3,1241.68 1314.51,1241.64 1314.73,1241.61 1314.95,1241.58 1315.17,1241.55 1315.38,1241.52 1315.6,1241.48 1315.82,1241.45 1316.04,1241.42 1316.25,1241.39 \n",
       "  1316.47,1241.35 1316.69,1241.32 1316.91,1241.29 1317.13,1241.26 1317.34,1241.23 1317.56,1241.19 1317.78,1241.16 1318,1241.13 1318.21,1241.1 1318.43,1241.07 \n",
       "  1318.65,1241.03 1318.87,1241 1319.09,1240.97 1319.3,1240.94 1319.52,1240.91 1319.74,1240.87 1319.96,1240.84 1320.17,1240.81 1320.39,1240.78 1320.61,1240.75 \n",
       "  1320.83,1240.71 1321.05,1240.68 1321.26,1240.65 1321.48,1240.62 1321.7,1240.59 1321.92,1240.55 1322.13,1240.52 1322.35,1240.49 1322.57,1240.46 1322.79,1240.43 \n",
       "  1323.01,1240.4 1323.22,1240.36 1323.44,1240.33 1323.66,1240.3 1323.88,1240.27 1324.09,1240.24 1324.31,1240.21 1324.53,1240.17 1324.75,1240.14 1324.96,1240.11 \n",
       "  1325.18,1240.08 1325.4,1240.05 1325.62,1240.02 1325.84,1239.98 1326.05,1239.95 1326.27,1239.92 1326.49,1239.89 1326.71,1239.86 1326.92,1239.83 1327.14,1239.79 \n",
       "  1327.36,1239.76 1327.58,1239.73 1327.8,1239.7 1328.01,1239.67 1328.23,1239.64 1328.45,1239.61 1328.67,1239.57 1328.88,1239.54 1329.1,1239.51 1329.32,1239.48 \n",
       "  1329.54,1239.45 1329.76,1239.42 1329.97,1239.39 1330.19,1239.35 1330.41,1239.32 1330.63,1239.29 1330.84,1239.26 1331.06,1239.23 1331.28,1239.2 1331.5,1239.17 \n",
       "  1331.72,1239.14 1331.93,1239.1 1332.15,1239.07 1332.37,1239.04 1332.59,1239.01 1332.8,1238.98 1333.02,1238.95 1333.24,1238.92 1333.46,1238.89 1333.67,1238.86 \n",
       "  1333.89,1238.82 1334.11,1238.79 1334.33,1238.76 1334.55,1238.73 1334.76,1238.7 1334.98,1238.67 1335.2,1238.64 1335.42,1238.61 1335.63,1238.58 1335.85,1238.54 \n",
       "  1336.07,1238.51 1336.29,1238.48 1336.51,1238.45 1336.72,1238.42 1336.94,1238.39 1337.16,1238.36 1337.38,1238.33 1337.59,1238.3 1337.81,1238.27 1338.03,1238.24 \n",
       "  1338.25,1238.2 1338.47,1238.17 1338.68,1238.14 1338.9,1238.11 1339.12,1238.08 1339.34,1238.05 1339.55,1238.02 1339.77,1237.99 1339.99,1237.96 1340.21,1237.93 \n",
       "  1340.43,1237.9 1340.64,1237.87 1340.86,1237.84 1341.08,1237.81 1341.3,1237.77 1341.51,1237.74 1341.73,1237.71 1341.95,1237.68 1342.17,1237.65 1342.39,1237.62 \n",
       "  1342.6,1237.59 1342.82,1237.56 1343.04,1237.53 1343.26,1237.5 1343.47,1237.47 1343.69,1237.44 1343.91,1237.41 1344.13,1237.38 1344.34,1237.35 1344.56,1237.32 \n",
       "  1344.78,1237.29 1345,1237.26 1345.22,1237.23 1345.43,1237.19 1345.65,1237.16 1345.87,1237.13 1346.09,1237.1 1346.3,1237.07 1346.52,1237.04 1346.74,1237.01 \n",
       "  1346.96,1236.98 1347.18,1236.95 1347.39,1236.92 1347.61,1236.89 1347.83,1236.86 1348.05,1236.83 1348.26,1236.8 1348.48,1236.77 1348.7,1236.74 1348.92,1236.71 \n",
       "  1349.14,1236.68 1349.35,1236.65 1349.57,1236.62 1349.79,1236.59 1350.01,1236.56 1350.22,1236.53 1350.44,1236.5 1350.66,1236.47 1350.88,1236.44 1351.1,1236.41 \n",
       "  1351.31,1236.38 1351.53,1236.35 1351.75,1236.32 1351.97,1236.29 1352.18,1236.26 1352.4,1236.23 1352.62,1236.2 1352.84,1236.17 1353.05,1236.14 1353.27,1236.11 \n",
       "  1353.49,1236.08 1353.71,1236.05 1353.93,1236.02 1354.14,1235.99 1354.36,1235.96 1354.58,1235.93 1354.8,1235.9 1355.01,1235.87 1355.23,1235.84 1355.45,1235.81 \n",
       "  1355.67,1235.78 1355.89,1235.75 1356.1,1235.72 1356.32,1235.69 1356.54,1235.66 1356.76,1235.63 1356.97,1235.6 1357.19,1235.57 1357.41,1235.54 1357.63,1235.52 \n",
       "  1357.85,1235.49 1358.06,1235.46 1358.28,1235.43 1358.5,1235.4 1358.72,1235.37 1358.93,1235.34 1359.15,1235.31 1359.37,1235.28 1359.59,1235.25 1359.81,1235.22 \n",
       "  1360.02,1235.19 1360.24,1235.16 1360.46,1235.13 1360.68,1235.1 1360.89,1235.07 1361.11,1235.04 1361.33,1235.01 1361.55,1234.98 1361.77,1234.95 1361.98,1234.93 \n",
       "  1362.2,1234.9 1362.42,1234.87 1362.64,1234.84 1362.85,1234.81 1363.07,1234.78 1363.29,1234.75 1363.51,1234.72 1363.72,1234.69 1363.94,1234.66 1364.16,1234.63 \n",
       "  1364.38,1234.6 1364.6,1234.57 1364.81,1234.55 1365.03,1234.52 1365.25,1234.49 1365.47,1234.46 1365.68,1234.43 1365.9,1234.4 1366.12,1234.37 1366.34,1234.34 \n",
       "  1366.56,1234.31 1366.77,1234.28 1366.99,1234.25 1367.21,1234.23 1367.43,1234.2 1367.64,1234.17 1367.86,1234.14 1368.08,1234.11 1368.3,1234.08 1368.52,1234.05 \n",
       "  1368.73,1234.02 1368.95,1233.99 1369.17,1233.96 1369.39,1233.94 1369.6,1233.91 1369.82,1233.88 1370.04,1233.85 1370.26,1233.82 1370.48,1233.79 1370.69,1233.76 \n",
       "  1370.91,1233.73 1371.13,1233.71 1371.35,1233.68 1371.56,1233.65 1371.78,1233.62 1372,1233.59 1372.22,1233.56 1372.43,1233.53 1372.65,1233.5 1372.87,1233.48 \n",
       "  1373.09,1233.45 1373.31,1233.42 1373.52,1233.39 1373.74,1233.36 1373.96,1233.33 1374.18,1233.3 1374.39,1233.28 1374.61,1233.25 1374.83,1233.22 1375.05,1233.19 \n",
       "  1375.27,1233.16 1375.48,1233.13 1375.7,1233.1 1375.92,1233.08 1376.14,1233.05 1376.35,1233.02 1376.57,1232.99 1376.79,1232.96 1377.01,1232.93 1377.23,1232.91 \n",
       "  1377.44,1232.88 1377.66,1232.85 1377.88,1232.82 1378.1,1232.79 1378.31,1232.76 1378.53,1232.74 1378.75,1232.71 1378.97,1232.68 1379.19,1232.65 1379.4,1232.62 \n",
       "  1379.62,1232.59 1379.84,1232.57 1380.06,1232.54 1380.27,1232.51 1380.49,1232.48 1380.71,1232.45 1380.93,1232.42 1381.14,1232.4 1381.36,1232.37 1381.58,1232.34 \n",
       "  1381.8,1232.31 1382.02,1232.28 1382.23,1232.26 1382.45,1232.23 1382.67,1232.2 1382.89,1232.17 1383.1,1232.14 1383.32,1232.12 1383.54,1232.09 1383.76,1232.06 \n",
       "  1383.98,1232.03 1384.19,1232 1384.41,1231.98 1384.63,1231.95 1384.85,1231.92 1385.06,1231.89 1385.28,1231.86 1385.5,1231.84 1385.72,1231.81 1385.94,1231.78 \n",
       "  1386.15,1231.75 1386.37,1231.73 1386.59,1231.7 1386.81,1231.67 1387.02,1231.64 1387.24,1231.61 1387.46,1231.59 1387.68,1231.56 1387.9,1231.53 1388.11,1231.5 \n",
       "  1388.33,1231.48 1388.55,1231.45 1388.77,1231.42 1388.98,1231.39 1389.2,1231.37 1389.42,1231.34 1389.64,1231.31 1389.86,1231.28 1390.07,1231.26 1390.29,1231.23 \n",
       "  1390.51,1231.2 1390.73,1231.17 1390.94,1231.14 1391.16,1231.12 1391.38,1231.09 1391.6,1231.06 1391.81,1231.03 1392.03,1231.01 1392.25,1230.98 1392.47,1230.95 \n",
       "  1392.69,1230.93 1392.9,1230.9 1393.12,1230.87 1393.34,1230.84 1393.56,1230.82 1393.77,1230.79 1393.99,1230.76 1394.21,1230.73 1394.43,1230.71 1394.65,1230.68 \n",
       "  1394.86,1230.65 1395.08,1230.62 1395.3,1230.6 1395.52,1230.57 1395.73,1230.54 1395.95,1230.52 1396.17,1230.49 1396.39,1230.46 1396.61,1230.43 1396.82,1230.41 \n",
       "  1397.04,1230.38 1397.26,1230.35 1397.48,1230.33 1397.69,1230.3 1397.91,1230.27 1398.13,1230.24 1398.35,1230.22 1398.57,1230.19 1398.78,1230.16 1399,1230.14 \n",
       "  1399.22,1230.11 1399.44,1230.08 1399.65,1230.06 1399.87,1230.03 1400.09,1230 1400.31,1229.97 1400.52,1229.95 1400.74,1229.92 1400.96,1229.89 1401.18,1229.87 \n",
       "  1401.4,1229.84 1401.61,1229.81 1401.83,1229.79 1402.05,1229.76 1402.27,1229.73 1402.48,1229.71 1402.7,1229.68 1402.92,1229.65 1403.14,1229.63 1403.36,1229.6 \n",
       "  1403.57,1229.57 1403.79,1229.55 1404.01,1229.52 1404.23,1229.49 1404.44,1229.47 1404.66,1229.44 1404.88,1229.41 1405.1,1229.39 1405.32,1229.36 1405.53,1229.33 \n",
       "  1405.75,1229.31 1405.97,1229.28 1406.19,1229.25 1406.4,1229.23 1406.62,1229.2 1406.84,1229.17 1407.06,1229.15 1407.28,1229.12 1407.49,1229.09 1407.71,1229.07 \n",
       "  1407.93,1229.04 1408.15,1229.01 1408.36,1228.99 1408.58,1228.96 1408.8,1228.94 1409.02,1228.91 1409.24,1228.88 1409.45,1228.86 1409.67,1228.83 1409.89,1228.8 \n",
       "  1410.11,1228.78 1410.32,1228.75 1410.54,1228.72 1410.76,1228.7 1410.98,1228.67 1411.19,1228.65 1411.41,1228.62 1411.63,1228.59 1411.85,1228.57 1412.07,1228.54 \n",
       "  1412.28,1228.51 1412.5,1228.49 1412.72,1228.46 1412.94,1228.44 1413.15,1228.41 1413.37,1228.38 1413.59,1228.36 1413.81,1228.33 1414.03,1228.31 1414.24,1228.28 \n",
       "  1414.46,1228.25 1414.68,1228.23 1414.9,1228.2 1415.11,1228.18 1415.33,1228.15 1415.55,1228.12 1415.77,1228.1 1415.99,1228.07 1416.2,1228.05 1416.42,1228.02 \n",
       "  1416.64,1227.99 1416.86,1227.97 1417.07,1227.94 1417.29,1227.92 1417.51,1227.89 1417.73,1227.87 1417.95,1227.84 1418.16,1227.81 1418.38,1227.79 1418.6,1227.76 \n",
       "  1418.82,1227.74 1419.03,1227.71 1419.25,1227.68 1419.47,1227.66 1419.69,1227.63 1419.9,1227.61 1420.12,1227.58 1420.34,1227.56 1420.56,1227.53 1420.78,1227.5 \n",
       "  1420.99,1227.48 1421.21,1227.45 1421.43,1227.43 1421.65,1227.4 1421.86,1227.38 1422.08,1227.35 1422.3,1227.33 1422.52,1227.3 1422.74,1227.27 1422.95,1227.25 \n",
       "  1423.17,1227.22 1423.39,1227.2 1423.61,1227.17 1423.82,1227.15 1424.04,1227.12 1424.26,1227.1 1424.48,1227.07 1424.7,1227.05 1424.91,1227.02 1425.13,1227 \n",
       "  1425.35,1226.97 1425.57,1226.94 1425.78,1226.92 1426,1226.89 1426.22,1226.87 1426.44,1226.84 1426.66,1226.82 1426.87,1226.79 1427.09,1226.77 1427.31,1226.74 \n",
       "  1427.53,1226.72 1427.74,1226.69 1427.96,1226.67 1428.18,1226.64 1428.4,1226.62 1428.61,1226.59 1428.83,1226.57 1429.05,1226.54 1429.27,1226.52 1429.49,1226.49 \n",
       "  1429.7,1226.47 1429.92,1226.44 1430.14,1226.42 1430.36,1226.39 1430.57,1226.37 1430.79,1226.34 1431.01,1226.32 1431.23,1226.29 1431.45,1226.27 1431.66,1226.24 \n",
       "  1431.88,1226.22 1432.1,1226.19 1432.32,1226.17 1432.53,1226.14 1432.75,1226.12 1432.97,1226.09 1433.19,1226.07 1433.41,1226.04 1433.62,1226.02 1433.84,1225.99 \n",
       "  1434.06,1225.97 1434.28,1225.94 1434.49,1225.92 1434.71,1225.89 1434.93,1225.87 1435.15,1225.84 1435.37,1225.82 1435.58,1225.79 1435.8,1225.77 1436.02,1225.74 \n",
       "  1436.24,1225.72 1436.45,1225.69 1436.67,1225.67 1436.89,1225.65 1437.11,1225.62 1437.33,1225.6 1437.54,1225.57 1437.76,1225.55 1437.98,1225.52 1438.2,1225.5 \n",
       "  1438.41,1225.47 1438.63,1225.45 1438.85,1225.42 1439.07,1225.4 1439.28,1225.38 1439.5,1225.35 1439.72,1225.33 1439.94,1225.3 1440.16,1225.28 1440.37,1225.25 \n",
       "  1440.59,1225.23 1440.81,1225.2 1441.03,1225.18 1441.24,1225.16 1441.46,1225.13 1441.68,1225.11 1441.9,1225.08 1442.12,1225.06 1442.33,1225.03 1442.55,1225.01 \n",
       "  1442.77,1224.99 1442.99,1224.96 1443.2,1224.94 1443.42,1224.91 1443.64,1224.89 1443.86,1224.86 1444.08,1224.84 1444.29,1224.82 1444.51,1224.79 1444.73,1224.77 \n",
       "  1444.95,1224.74 1445.16,1224.72 1445.38,1224.7 1445.6,1224.67 1445.82,1224.65 1446.04,1224.62 1446.25,1224.6 1446.47,1224.58 1446.69,1224.55 1446.91,1224.53 \n",
       "  1447.12,1224.5 1447.34,1224.48 1447.56,1224.46 1447.78,1224.43 1447.99,1224.41 1448.21,1224.38 1448.43,1224.36 1448.65,1224.34 1448.87,1224.31 1449.08,1224.29 \n",
       "  1449.3,1224.26 1449.52,1224.24 1449.74,1224.22 1449.95,1224.19 1450.17,1224.17 1450.39,1224.14 1450.61,1224.12 1450.83,1224.1 1451.04,1224.07 1451.26,1224.05 \n",
       "  1451.48,1224.03 1451.7,1224 1451.91,1223.98 1452.13,1223.95 1452.35,1223.93 1452.57,1223.91 1452.79,1223.88 1453,1223.86 1453.22,1223.84 1453.44,1223.81 \n",
       "  1453.66,1223.79 1453.87,1223.77 1454.09,1223.74 1454.31,1223.72 1454.53,1223.7 1454.75,1223.67 1454.96,1223.65 1455.18,1223.62 1455.4,1223.6 1455.62,1223.58 \n",
       "  1455.83,1223.55 1456.05,1223.53 1456.27,1223.51 1456.49,1223.48 1456.71,1223.46 1456.92,1223.44 1457.14,1223.41 1457.36,1223.39 1457.58,1223.37 1457.79,1223.34 \n",
       "  1458.01,1223.32 1458.23,1223.3 1458.45,1223.27 1458.66,1223.25 1458.88,1223.23 1459.1,1223.2 1459.32,1223.18 1459.54,1223.16 1459.75,1223.13 1459.97,1223.11 \n",
       "  1460.19,1223.09 1460.41,1223.06 1460.62,1223.04 1460.84,1223.02 1461.06,1223 1461.28,1222.97 1461.5,1222.95 1461.71,1222.93 1461.93,1222.9 1462.15,1222.88 \n",
       "  1462.37,1222.86 1462.58,1222.83 1462.8,1222.81 1463.02,1222.79 1463.24,1222.76 1463.46,1222.74 1463.67,1222.72 1463.89,1222.7 1464.11,1222.67 1464.33,1222.65 \n",
       "  1464.54,1222.63 1464.76,1222.6 1464.98,1222.58 1465.2,1222.56 1465.42,1222.53 1465.63,1222.51 1465.85,1222.49 1466.07,1222.47 1466.29,1222.44 1466.5,1222.42 \n",
       "  1466.72,1222.4 1466.94,1222.38 1467.16,1222.35 1467.37,1222.33 1467.59,1222.31 1467.81,1222.28 1468.03,1222.26 1468.25,1222.24 1468.46,1222.22 1468.68,1222.19 \n",
       "  1468.9,1222.17 1469.12,1222.15 1469.33,1222.13 1469.55,1222.1 1469.77,1222.08 1469.99,1222.06 1470.21,1222.03 1470.42,1222.01 1470.64,1221.99 1470.86,1221.97 \n",
       "  1471.08,1221.94 1471.29,1221.92 1471.51,1221.9 1471.73,1221.88 1471.95,1221.85 1472.17,1221.83 1472.38,1221.81 1472.6,1221.79 1472.82,1221.76 1473.04,1221.74 \n",
       "  1473.25,1221.72 1473.47,1221.7 1473.69,1221.68 1473.91,1221.65 1474.13,1221.63 1474.34,1221.61 1474.56,1221.59 1474.78,1221.56 1475,1221.54 1475.21,1221.52 \n",
       "  1475.43,1221.5 1475.65,1221.47 1475.87,1221.45 1476.08,1221.43 1476.3,1221.41 1476.52,1221.39 1476.74,1221.36 1476.96,1221.34 1477.17,1221.32 1477.39,1221.3 \n",
       "  1477.61,1221.27 1477.83,1221.25 1478.04,1221.23 1478.26,1221.21 1478.48,1221.19 1478.7,1221.16 1478.92,1221.14 1479.13,1221.12 1479.35,1221.1 1479.57,1221.08 \n",
       "  1479.79,1221.05 1480,1221.03 1480.22,1221.01 1480.44,1220.99 1480.66,1220.97 1480.88,1220.94 1481.09,1220.92 1481.31,1220.9 1481.53,1220.88 1481.75,1220.86 \n",
       "  1481.96,1220.83 1482.18,1220.81 1482.4,1220.79 1482.62,1220.77 1482.84,1220.75 1483.05,1220.73 1483.27,1220.7 1483.49,1220.68 1483.71,1220.66 1483.92,1220.64 \n",
       "  1484.14,1220.62 1484.36,1220.59 1484.58,1220.57 1484.8,1220.55 1485.01,1220.53 1485.23,1220.51 1485.45,1220.49 1485.67,1220.46 1485.88,1220.44 1486.1,1220.42 \n",
       "  1486.32,1220.4 1486.54,1220.38 1486.75,1220.36 1486.97,1220.33 1487.19,1220.31 1487.41,1220.29 1487.63,1220.27 1487.84,1220.25 1488.06,1220.23 1488.28,1220.21 \n",
       "  1488.5,1220.18 1488.71,1220.16 1488.93,1220.14 1489.15,1220.12 1489.37,1220.1 1489.59,1220.08 1489.8,1220.06 1490.02,1220.03 1490.24,1220.01 1490.46,1219.99 \n",
       "  1490.67,1219.97 1490.89,1219.95 1491.11,1219.93 1491.33,1219.91 1491.55,1219.88 1491.76,1219.86 1491.98,1219.84 1492.2,1219.82 1492.42,1219.8 1492.63,1219.78 \n",
       "  1492.85,1219.76 1493.07,1219.74 1493.29,1219.71 1493.51,1219.69 1493.72,1219.67 1493.94,1219.65 1494.16,1219.63 1494.38,1219.61 1494.59,1219.59 1494.81,1219.57 \n",
       "  1495.03,1219.54 1495.25,1219.52 1495.46,1219.5 1495.68,1219.48 1495.9,1219.46 1496.12,1219.44 1496.34,1219.42 1496.55,1219.4 1496.77,1219.38 1496.99,1219.36 \n",
       "  1497.21,1219.33 1497.42,1219.31 1497.64,1219.29 1497.86,1219.27 1498.08,1219.25 1498.3,1219.23 1498.51,1219.21 1498.73,1219.19 1498.95,1219.17 1499.17,1219.15 \n",
       "  1499.38,1219.13 1499.6,1219.1 1499.82,1219.08 1500.04,1219.06 1500.26,1219.04 1500.47,1219.02 1500.69,1219 1500.91,1218.98 1501.13,1218.96 1501.34,1218.94 \n",
       "  1501.56,1218.92 1501.78,1218.9 1502,1218.88 1502.22,1218.85 1502.43,1218.83 1502.65,1218.81 1502.87,1218.79 1503.09,1218.77 1503.3,1218.75 1503.52,1218.73 \n",
       "  1503.74,1218.71 1503.96,1218.69 1504.18,1218.67 1504.39,1218.65 1504.61,1218.63 1504.83,1218.61 1505.05,1218.59 1505.26,1218.57 1505.48,1218.55 1505.7,1218.53 \n",
       "  1505.92,1218.51 1506.13,1218.48 1506.35,1218.46 1506.57,1218.44 1506.79,1218.42 1507.01,1218.4 1507.22,1218.38 1507.44,1218.36 1507.66,1218.34 1507.88,1218.32 \n",
       "  1508.09,1218.3 1508.31,1218.28 1508.53,1218.26 1508.75,1218.24 1508.97,1218.22 1509.18,1218.2 1509.4,1218.18 1509.62,1218.16 1509.84,1218.14 1510.05,1218.12 \n",
       "  1510.27,1218.1 1510.49,1218.08 1510.71,1218.06 1510.93,1218.04 1511.14,1218.02 1511.36,1218 1511.58,1217.98 1511.8,1217.96 1512.01,1217.94 1512.23,1217.92 \n",
       "  1512.45,1217.9 1512.67,1217.88 1512.89,1217.86 1513.1,1217.84 1513.32,1217.82 1513.54,1217.8 1513.76,1217.78 1513.97,1217.76 1514.19,1217.74 1514.41,1217.72 \n",
       "  1514.63,1217.7 1514.84,1217.68 1515.06,1217.66 1515.28,1217.64 1515.5,1217.62 1515.72,1217.6 1515.93,1217.58 1516.15,1217.56 1516.37,1217.54 1516.59,1217.52 \n",
       "  1516.8,1217.5 1517.02,1217.48 1517.24,1217.46 1517.46,1217.44 1517.68,1217.42 1517.89,1217.4 1518.11,1217.38 1518.33,1217.36 1518.55,1217.34 1518.76,1217.32 \n",
       "  1518.98,1217.3 1519.2,1217.28 1519.42,1217.26 1519.64,1217.24 1519.85,1217.22 1520.07,1217.2 1520.29,1217.18 1520.51,1217.16 1520.72,1217.14 1520.94,1217.12 \n",
       "  1521.16,1217.1 1521.38,1217.08 1521.6,1217.06 1521.81,1217.04 1522.03,1217.02 1522.25,1217 1522.47,1216.98 1522.68,1216.96 1522.9,1216.95 1523.12,1216.93 \n",
       "  1523.34,1216.91 1523.56,1216.89 1523.77,1216.87 1523.99,1216.85 1524.21,1216.83 1524.43,1216.81 1524.64,1216.79 1524.86,1216.77 1525.08,1216.75 1525.3,1216.73 \n",
       "  1525.51,1216.71 1525.73,1216.69 1525.95,1216.67 1526.17,1216.65 1526.39,1216.63 1526.6,1216.62 1526.82,1216.6 1527.04,1216.58 1527.26,1216.56 1527.47,1216.54 \n",
       "  1527.69,1216.52 1527.91,1216.5 1528.13,1216.48 1528.35,1216.46 1528.56,1216.44 1528.78,1216.42 1529,1216.4 1529.22,1216.38 1529.43,1216.37 1529.65,1216.35 \n",
       "  1529.87,1216.33 1530.09,1216.31 1530.31,1216.29 1530.52,1216.27 1530.74,1216.25 1530.96,1216.23 1531.18,1216.21 1531.39,1216.19 1531.61,1216.17 1531.83,1216.16 \n",
       "  1532.05,1216.14 1532.27,1216.12 1532.48,1216.1 1532.7,1216.08 1532.92,1216.06 1533.14,1216.04 1533.35,1216.02 1533.57,1216 1533.79,1215.98 1534.01,1215.97 \n",
       "  1534.22,1215.95 1534.44,1215.93 1534.66,1215.91 1534.88,1215.89 1535.1,1215.87 1535.31,1215.85 1535.53,1215.83 1535.75,1215.81 1535.97,1215.8 1536.18,1215.78 \n",
       "  1536.4,1215.76 1536.62,1215.74 1536.84,1215.72 1537.06,1215.7 1537.27,1215.68 1537.49,1215.66 1537.71,1215.65 1537.93,1215.63 1538.14,1215.61 1538.36,1215.59 \n",
       "  1538.58,1215.57 1538.8,1215.55 1539.02,1215.53 1539.23,1215.52 1539.45,1215.5 1539.67,1215.48 1539.89,1215.46 1540.1,1215.44 1540.32,1215.42 1540.54,1215.4 \n",
       "  1540.76,1215.39 1540.98,1215.37 1541.19,1215.35 1541.41,1215.33 1541.63,1215.31 1541.85,1215.29 1542.06,1215.27 1542.28,1215.26 1542.5,1215.24 1542.72,1215.22 \n",
       "  1542.93,1215.2 1543.15,1215.18 1543.37,1215.16 1543.59,1215.15 1543.81,1215.13 1544.02,1215.11 1544.24,1215.09 1544.46,1215.07 1544.68,1215.05 1544.89,1215.04 \n",
       "  1545.11,1215.02 1545.33,1215 1545.55,1214.98 1545.77,1214.96 1545.98,1214.94 1546.2,1214.93 1546.42,1214.91 1546.64,1214.89 1546.85,1214.87 1547.07,1214.85 \n",
       "  1547.29,1214.83 1547.51,1214.82 1547.73,1214.8 1547.94,1214.78 1548.16,1214.76 1548.38,1214.74 1548.6,1214.73 1548.81,1214.71 1549.03,1214.69 1549.25,1214.67 \n",
       "  1549.47,1214.65 1549.69,1214.64 1549.9,1214.62 1550.12,1214.6 1550.34,1214.58 1550.56,1214.56 1550.77,1214.55 1550.99,1214.53 1551.21,1214.51 1551.43,1214.49 \n",
       "  1551.65,1214.47 1551.86,1214.46 1552.08,1214.44 1552.3,1214.42 1552.52,1214.4 1552.73,1214.38 1552.95,1214.37 1553.17,1214.35 1553.39,1214.33 1553.6,1214.31 \n",
       "  1553.82,1214.29 1554.04,1214.28 1554.26,1214.26 1554.48,1214.24 1554.69,1214.22 1554.91,1214.21 1555.13,1214.19 1555.35,1214.17 1555.56,1214.15 1555.78,1214.13 \n",
       "  1556,1214.12 1556.22,1214.1 1556.44,1214.08 1556.65,1214.06 1556.87,1214.05 1557.09,1214.03 1557.31,1214.01 1557.52,1213.99 1557.74,1213.98 1557.96,1213.96 \n",
       "  1558.18,1213.94 1558.4,1213.92 1558.61,1213.91 1558.83,1213.89 1559.05,1213.87 1559.27,1213.85 1559.48,1213.84 1559.7,1213.82 1559.92,1213.8 1560.14,1213.78 \n",
       "  1560.36,1213.77 1560.57,1213.75 1560.79,1213.73 1561.01,1213.71 1561.23,1213.7 1561.44,1213.68 1561.66,1213.66 1561.88,1213.64 1562.1,1213.63 1562.31,1213.61 \n",
       "  1562.53,1213.59 1562.75,1213.57 1562.97,1213.56 1563.19,1213.54 1563.4,1213.52 1563.62,1213.5 1563.84,1213.49 1564.06,1213.47 1564.27,1213.45 1564.49,1213.43 \n",
       "  1564.71,1213.42 1564.93,1213.4 1565.15,1213.38 1565.36,1213.37 1565.58,1213.35 1565.8,1213.33 1566.02,1213.31 1566.23,1213.3 1566.45,1213.28 1566.67,1213.26 \n",
       "  1566.89,1213.25 1567.11,1213.23 1567.32,1213.21 1567.54,1213.19 1567.76,1213.18 1567.98,1213.16 1568.19,1213.14 1568.41,1213.13 1568.63,1213.11 1568.85,1213.09 \n",
       "  1569.07,1213.07 1569.28,1213.06 1569.5,1213.04 1569.72,1213.02 1569.94,1213.01 1570.15,1212.99 1570.37,1212.97 1570.59,1212.96 1570.81,1212.94 1571.03,1212.92 \n",
       "  1571.24,1212.9 1571.46,1212.89 1571.68,1212.87 1571.9,1212.85 1572.11,1212.84 1572.33,1212.82 1572.55,1212.8 1572.77,1212.79 1572.98,1212.77 1573.2,1212.75 \n",
       "  1573.42,1212.74 1573.64,1212.72 1573.86,1212.7 1574.07,1212.69 1574.29,1212.67 1574.51,1212.65 1574.73,1212.64 1574.94,1212.62 1575.16,1212.6 1575.38,1212.59 \n",
       "  1575.6,1212.57 1575.82,1212.55 1576.03,1212.54 1576.25,1212.52 1576.47,1212.5 1576.69,1212.49 1576.9,1212.47 1577.12,1212.45 1577.34,1212.44 1577.56,1212.42 \n",
       "  1577.78,1212.4 1577.99,1212.39 1578.21,1212.37 1578.43,1212.35 1578.65,1212.34 1578.86,1212.32 1579.08,1212.3 1579.3,1212.29 1579.52,1212.27 1579.74,1212.25 \n",
       "  1579.95,1212.24 1580.17,1212.22 1580.39,1212.2 1580.61,1212.19 1580.82,1212.17 1581.04,1212.15 1581.26,1212.14 1581.48,1212.12 1581.69,1212.11 1581.91,1212.09 \n",
       "  1582.13,1212.07 1582.35,1212.06 1582.57,1212.04 1582.78,1212.02 1583,1212.01 1583.22,1211.99 1583.44,1211.97 1583.65,1211.96 1583.87,1211.94 1584.09,1211.93 \n",
       "  1584.31,1211.91 1584.53,1211.89 1584.74,1211.88 1584.96,1211.86 1585.18,1211.84 1585.4,1211.83 1585.61,1211.81 1585.83,1211.8 1586.05,1211.78 1586.27,1211.76 \n",
       "  1586.49,1211.75 1586.7,1211.73 1586.92,1211.72 1587.14,1211.7 1587.36,1211.68 1587.57,1211.67 1587.79,1211.65 1588.01,1211.63 1588.23,1211.62 1588.45,1211.6 \n",
       "  1588.66,1211.59 1588.88,1211.57 1589.1,1211.55 1589.32,1211.54 1589.53,1211.52 1589.75,1211.51 1589.97,1211.49 1590.19,1211.47 1590.4,1211.46 1590.62,1211.44 \n",
       "  1590.84,1211.43 1591.06,1211.41 1591.28,1211.39 1591.49,1211.38 1591.71,1211.36 1591.93,1211.35 1592.15,1211.33 1592.36,1211.32 1592.58,1211.3 1592.8,1211.28 \n",
       "  1593.02,1211.27 1593.24,1211.25 1593.45,1211.24 1593.67,1211.22 1593.89,1211.2 1594.11,1211.19 1594.32,1211.17 1594.54,1211.16 1594.76,1211.14 1594.98,1211.13 \n",
       "  1595.2,1211.11 1595.41,1211.09 1595.63,1211.08 1595.85,1211.06 1596.07,1211.05 1596.28,1211.03 1596.5,1211.02 1596.72,1211 1596.94,1210.98 1597.16,1210.97 \n",
       "  1597.37,1210.95 1597.59,1210.94 1597.81,1210.92 1598.03,1210.91 1598.24,1210.89 1598.46,1210.88 1598.68,1210.86 1598.9,1210.84 1599.12,1210.83 1599.33,1210.81 \n",
       "  1599.55,1210.8 1599.77,1210.78 1599.99,1210.77 1600.2,1210.75 1600.42,1210.74 1600.64,1210.72 1600.86,1210.7 1601.07,1210.69 1601.29,1210.67 1601.51,1210.66 \n",
       "  1601.73,1210.64 1601.95,1210.63 1602.16,1210.61 1602.38,1210.6 1602.6,1210.58 1602.82,1210.57 1603.03,1210.55 1603.25,1210.54 1603.47,1210.52 1603.69,1210.5 \n",
       "  1603.91,1210.49 1604.12,1210.47 1604.34,1210.46 1604.56,1210.44 1604.78,1210.43 1604.99,1210.41 1605.21,1210.4 1605.43,1210.38 1605.65,1210.37 1605.87,1210.35 \n",
       "  1606.08,1210.34 1606.3,1210.32 1606.52,1210.31 1606.74,1210.29 1606.95,1210.28 1607.17,1210.26 1607.39,1210.25 1607.61,1210.23 1607.83,1210.22 1608.04,1210.2 \n",
       "  1608.26,1210.19 1608.48,1210.17 1608.7,1210.16 1608.91,1210.14 1609.13,1210.13 1609.35,1210.11 1609.57,1210.1 1609.78,1210.08 1610,1210.07 1610.22,1210.05 \n",
       "  1610.44,1210.04 1610.66,1210.02 1610.87,1210.01 1611.09,1209.99 1611.31,1209.98 1611.53,1209.96 1611.74,1209.95 1611.96,1209.93 1612.18,1209.92 1612.4,1209.9 \n",
       "  1612.62,1209.89 1612.83,1209.87 1613.05,1209.86 1613.27,1209.84 1613.49,1209.83 1613.7,1209.81 1613.92,1209.8 1614.14,1209.78 1614.36,1209.77 1614.58,1209.75 \n",
       "  1614.79,1209.74 1615.01,1209.72 1615.23,1209.71 1615.45,1209.69 1615.66,1209.68 1615.88,1209.66 1616.1,1209.65 1616.32,1209.63 1616.54,1209.62 1616.75,1209.6 \n",
       "  1616.97,1209.59 1617.19,1209.58 1617.41,1209.56 1617.62,1209.55 1617.84,1209.53 1618.06,1209.52 1618.28,1209.5 1618.5,1209.49 1618.71,1209.47 1618.93,1209.46 \n",
       "  1619.15,1209.44 1619.37,1209.43 1619.58,1209.41 1619.8,1209.4 1620.02,1209.39 1620.24,1209.37 1620.45,1209.36 1620.67,1209.34 1620.89,1209.33 1621.11,1209.31 \n",
       "  1621.33,1209.3 1621.54,1209.28 1621.76,1209.27 1621.98,1209.25 1622.2,1209.24 1622.41,1209.23 1622.63,1209.21 1622.85,1209.2 1623.07,1209.18 1623.29,1209.17 \n",
       "  1623.5,1209.15 1623.72,1209.14 1623.94,1209.12 1624.16,1209.11 1624.37,1209.1 1624.59,1209.08 1624.81,1209.07 1625.03,1209.05 1625.25,1209.04 1625.46,1209.02 \n",
       "  1625.68,1209.01 1625.9,1209 1626.12,1208.98 1626.33,1208.97 1626.55,1208.95 1626.77,1208.94 1626.99,1208.92 1627.21,1208.91 1627.42,1208.9 1627.64,1208.88 \n",
       "  1627.86,1208.87 1628.08,1208.85 1628.29,1208.84 1628.51,1208.83 1628.73,1208.81 1628.95,1208.8 1629.16,1208.78 1629.38,1208.77 1629.6,1208.75 1629.82,1208.74 \n",
       "  1630.04,1208.73 1630.25,1208.71 1630.47,1208.7 1630.69,1208.68 1630.91,1208.67 1631.12,1208.66 1631.34,1208.64 1631.56,1208.63 1631.78,1208.61 1632,1208.6 \n",
       "  1632.21,1208.59 1632.43,1208.57 1632.65,1208.56 1632.87,1208.54 1633.08,1208.53 1633.3,1208.52 1633.52,1208.5 1633.74,1208.49 1633.96,1208.47 1634.17,1208.46 \n",
       "  1634.39,1208.45 1634.61,1208.43 1634.83,1208.42 1635.04,1208.4 1635.26,1208.39 1635.48,1208.38 1635.7,1208.36 1635.92,1208.35 1636.13,1208.34 1636.35,1208.32 \n",
       "  1636.57,1208.31 1636.79,1208.29 1637,1208.28 1637.22,1208.27 1637.44,1208.25 1637.66,1208.24 1637.87,1208.23 1638.09,1208.21 1638.31,1208.2 1638.53,1208.18 \n",
       "  1638.75,1208.17 1638.96,1208.16 1639.18,1208.14 1639.4,1208.13 1639.62,1208.12 1639.83,1208.1 1640.05,1208.09 1640.27,1208.07 1640.49,1208.06 1640.71,1208.05 \n",
       "  1640.92,1208.03 1641.14,1208.02 1641.36,1208.01 1641.58,1207.99 1641.79,1207.98 1642.01,1207.97 1642.23,1207.95 1642.45,1207.94 1642.67,1207.93 1642.88,1207.91 \n",
       "  1643.1,1207.9 1643.32,1207.88 1643.54,1207.87 1643.75,1207.86 1643.97,1207.84 1644.19,1207.83 1644.41,1207.82 1644.63,1207.8 1644.84,1207.79 1645.06,1207.78 \n",
       "  1645.28,1207.76 1645.5,1207.75 1645.71,1207.74 1645.93,1207.72 1646.15,1207.71 1646.37,1207.7 1646.59,1207.68 1646.8,1207.67 1647.02,1207.66 1647.24,1207.64 \n",
       "  1647.46,1207.63 1647.67,1207.62 1647.89,1207.6 1648.11,1207.59 1648.33,1207.58 1648.54,1207.56 1648.76,1207.55 1648.98,1207.54 1649.2,1207.52 1649.42,1207.51 \n",
       "  1649.63,1207.5 1649.85,1207.48 1650.07,1207.47 1650.29,1207.46 1650.5,1207.44 1650.72,1207.43 1650.94,1207.42 1651.16,1207.4 1651.38,1207.39 1651.59,1207.38 \n",
       "  1651.81,1207.37 1652.03,1207.35 1652.25,1207.34 1652.46,1207.33 1652.68,1207.31 1652.9,1207.3 1653.12,1207.29 1653.34,1207.27 1653.55,1207.26 1653.77,1207.25 \n",
       "  1653.99,1207.23 1654.21,1207.22 1654.42,1207.21 1654.64,1207.2 1654.86,1207.18 1655.08,1207.17 1655.3,1207.16 1655.51,1207.14 1655.73,1207.13 1655.95,1207.12 \n",
       "  1656.17,1207.1 1656.38,1207.09 1656.6,1207.08 1656.82,1207.07 1657.04,1207.05 1657.25,1207.04 1657.47,1207.03 1657.69,1207.01 1657.91,1207 1658.13,1206.99 \n",
       "  1658.34,1206.98 1658.56,1206.96 1658.78,1206.95 1659,1206.94 1659.21,1206.92 1659.43,1206.91 1659.65,1206.9 1659.87,1206.89 1660.09,1206.87 1660.3,1206.86 \n",
       "  1660.52,1206.85 1660.74,1206.83 1660.96,1206.82 1661.17,1206.81 1661.39,1206.8 1661.61,1206.78 1661.83,1206.77 1662.05,1206.76 1662.26,1206.75 1662.48,1206.73 \n",
       "  1662.7,1206.72 1662.92,1206.71 1663.13,1206.69 1663.35,1206.68 1663.57,1206.67 1663.79,1206.66 1664.01,1206.64 1664.22,1206.63 1664.44,1206.62 1664.66,1206.61 \n",
       "  1664.88,1206.59 1665.09,1206.58 1665.31,1206.57 1665.53,1206.56 1665.75,1206.54 1665.97,1206.53 1666.18,1206.52 1666.4,1206.51 1666.62,1206.49 1666.84,1206.48 \n",
       "  1667.05,1206.47 1667.27,1206.46 1667.49,1206.44 1667.71,1206.43 1667.92,1206.42 1668.14,1206.41 1668.36,1206.39 1668.58,1206.38 1668.8,1206.37 1669.01,1206.36 \n",
       "  1669.23,1206.34 1669.45,1206.33 1669.67,1206.32 1669.88,1206.31 1670.1,1206.29 1670.32,1206.28 1670.54,1206.27 1670.76,1206.26 1670.97,1206.24 1671.19,1206.23 \n",
       "  1671.41,1206.22 1671.63,1206.21 1671.84,1206.2 1672.06,1206.18 1672.28,1206.17 1672.5,1206.16 1672.72,1206.15 1672.93,1206.13 1673.15,1206.12 1673.37,1206.11 \n",
       "  1673.59,1206.1 1673.8,1206.08 1674.02,1206.07 1674.24,1206.06 1674.46,1206.05 1674.68,1206.04 1674.89,1206.02 1675.11,1206.01 1675.33,1206 1675.55,1205.99 \n",
       "  1675.76,1205.98 1675.98,1205.96 1676.2,1205.95 1676.42,1205.94 1676.63,1205.93 1676.85,1205.91 1677.07,1205.9 1677.29,1205.89 1677.51,1205.88 1677.72,1205.87 \n",
       "  1677.94,1205.85 1678.16,1205.84 1678.38,1205.83 1678.59,1205.82 1678.81,1205.81 1679.03,1205.79 1679.25,1205.78 1679.47,1205.77 1679.68,1205.76 1679.9,1205.75 \n",
       "  1680.12,1205.73 1680.34,1205.72 1680.55,1205.71 1680.77,1205.7 1680.99,1205.69 1681.21,1205.67 1681.43,1205.66 1681.64,1205.65 1681.86,1205.64 1682.08,1205.63 \n",
       "  1682.3,1205.61 1682.51,1205.6 1682.73,1205.59 1682.95,1205.58 1683.17,1205.57 1683.39,1205.56 1683.6,1205.54 1683.82,1205.53 1684.04,1205.52 1684.26,1205.51 \n",
       "  1684.47,1205.5 1684.69,1205.48 1684.91,1205.47 1685.13,1205.46 1685.34,1205.45 1685.56,1205.44 1685.78,1205.43 1686,1205.41 1686.22,1205.4 1686.43,1205.39 \n",
       "  1686.65,1205.38 1686.87,1205.37 1687.09,1205.36 1687.3,1205.34 1687.52,1205.33 1687.74,1205.32 1687.96,1205.31 1688.18,1205.3 1688.39,1205.28 1688.61,1205.27 \n",
       "  1688.83,1205.26 1689.05,1205.25 1689.26,1205.24 1689.48,1205.23 1689.7,1205.22 1689.92,1205.2 1690.14,1205.19 1690.35,1205.18 1690.57,1205.17 1690.79,1205.16 \n",
       "  1691.01,1205.15 1691.22,1205.13 1691.44,1205.12 1691.66,1205.11 1691.88,1205.1 1692.1,1205.09 1692.31,1205.08 1692.53,1205.07 1692.75,1205.05 1692.97,1205.04 \n",
       "  1693.18,1205.03 1693.4,1205.02 1693.62,1205.01 1693.84,1205 1694.06,1204.98 1694.27,1204.97 1694.49,1204.96 1694.71,1204.95 1694.93,1204.94 1695.14,1204.93 \n",
       "  1695.36,1204.92 1695.58,1204.91 1695.8,1204.89 1696.01,1204.88 1696.23,1204.87 1696.45,1204.86 1696.67,1204.85 1696.89,1204.84 1697.1,1204.83 1697.32,1204.81 \n",
       "  1697.54,1204.8 1697.76,1204.79 1697.97,1204.78 1698.19,1204.77 1698.41,1204.76 1698.63,1204.75 1698.85,1204.74 1699.06,1204.72 1699.28,1204.71 1699.5,1204.7 \n",
       "  1699.72,1204.69 1699.93,1204.68 1700.15,1204.67 1700.37,1204.66 1700.59,1204.65 1700.81,1204.63 1701.02,1204.62 1701.24,1204.61 1701.46,1204.6 1701.68,1204.59 \n",
       "  1701.89,1204.58 1702.11,1204.57 1702.33,1204.56 1702.55,1204.55 1702.77,1204.53 1702.98,1204.52 1703.2,1204.51 1703.42,1204.5 1703.64,1204.49 1703.85,1204.48 \n",
       "  1704.07,1204.47 1704.29,1204.46 1704.51,1204.45 1704.72,1204.43 1704.94,1204.42 1705.16,1204.41 1705.38,1204.4 1705.6,1204.39 1705.81,1204.38 1706.03,1204.37 \n",
       "  1706.25,1204.36 1706.47,1204.35 1706.68,1204.34 1706.9,1204.32 1707.12,1204.31 1707.34,1204.3 1707.56,1204.29 1707.77,1204.28 1707.99,1204.27 1708.21,1204.26 \n",
       "  1708.43,1204.25 1708.64,1204.24 1708.86,1204.23 1709.08,1204.22 1709.3,1204.2 1709.52,1204.19 1709.73,1204.18 1709.95,1204.17 1710.17,1204.16 1710.39,1204.15 \n",
       "  1710.6,1204.14 1710.82,1204.13 1711.04,1204.12 1711.26,1204.11 1711.48,1204.1 1711.69,1204.09 1711.91,1204.07 1712.13,1204.06 1712.35,1204.05 1712.56,1204.04 \n",
       "  1712.78,1204.03 1713,1204.02 1713.22,1204.01 1713.44,1204 1713.65,1203.99 1713.87,1203.98 1714.09,1203.97 1714.31,1203.96 1714.52,1203.95 1714.74,1203.94 \n",
       "  1714.96,1203.92 1715.18,1203.91 1715.39,1203.9 1715.61,1203.89 1715.83,1203.88 1716.05,1203.87 1716.27,1203.86 1716.48,1203.85 1716.7,1203.84 1716.92,1203.83 \n",
       "  1717.14,1203.82 1717.35,1203.81 1717.57,1203.8 1717.79,1203.79 1718.01,1203.78 1718.23,1203.77 1718.44,1203.76 1718.66,1203.74 1718.88,1203.73 1719.1,1203.72 \n",
       "  1719.31,1203.71 1719.53,1203.7 1719.75,1203.69 1719.97,1203.68 1720.19,1203.67 1720.4,1203.66 1720.62,1203.65 1720.84,1203.64 1721.06,1203.63 1721.27,1203.62 \n",
       "  1721.49,1203.61 1721.71,1203.6 1721.93,1203.59 1722.15,1203.58 1722.36,1203.57 1722.58,1203.56 1722.8,1203.55 1723.02,1203.54 1723.23,1203.53 1723.45,1203.51 \n",
       "  1723.67,1203.5 1723.89,1203.49 1724.1,1203.48 1724.32,1203.47 1724.54,1203.46 1724.76,1203.45 1724.98,1203.44 1725.19,1203.43 1725.41,1203.42 1725.63,1203.41 \n",
       "  1725.85,1203.4 1726.06,1203.39 1726.28,1203.38 1726.5,1203.37 1726.72,1203.36 1726.94,1203.35 1727.15,1203.34 1727.37,1203.33 1727.59,1203.32 1727.81,1203.31 \n",
       "  1728.02,1203.3 1728.24,1203.29 1728.46,1203.28 1728.68,1203.27 1728.9,1203.26 1729.11,1203.25 1729.33,1203.24 1729.55,1203.23 1729.77,1203.22 1729.98,1203.21 \n",
       "  1730.2,1203.2 1730.42,1203.19 1730.64,1203.18 1730.86,1203.17 1731.07,1203.16 1731.29,1203.15 1731.51,1203.14 1731.73,1203.13 1731.94,1203.12 1732.16,1203.11 \n",
       "  1732.38,1203.1 1732.6,1203.09 1732.82,1203.08 1733.03,1203.07 1733.25,1203.06 1733.47,1203.05 1733.69,1203.04 1733.9,1203.03 1734.12,1203.02 1734.34,1203.01 \n",
       "  1734.56,1203 1734.77,1202.99 1734.99,1202.98 1735.21,1202.97 1735.43,1202.96 1735.65,1202.95 1735.86,1202.94 1736.08,1202.93 1736.3,1202.92 1736.52,1202.91 \n",
       "  1736.73,1202.9 1736.95,1202.89 1737.17,1202.88 1737.39,1202.87 1737.61,1202.86 1737.82,1202.85 1738.04,1202.84 1738.26,1202.83 1738.48,1202.82 1738.69,1202.81 \n",
       "  1738.91,1202.8 1739.13,1202.79 1739.35,1202.78 1739.57,1202.77 1739.78,1202.76 1740,1202.75 1740.22,1202.74 1740.44,1202.73 1740.65,1202.72 1740.87,1202.71 \n",
       "  1741.09,1202.7 1741.31,1202.69 1741.53,1202.68 1741.74,1202.67 1741.96,1202.66 1742.18,1202.65 1742.4,1202.64 1742.61,1202.63 1742.83,1202.62 1743.05,1202.61 \n",
       "  1743.27,1202.6 1743.48,1202.59 1743.7,1202.58 1743.92,1202.57 1744.14,1202.56 1744.36,1202.55 1744.57,1202.55 1744.79,1202.54 1745.01,1202.53 1745.23,1202.52 \n",
       "  1745.44,1202.51 1745.66,1202.5 1745.88,1202.49 1746.1,1202.48 1746.32,1202.47 1746.53,1202.46 1746.75,1202.45 1746.97,1202.44 1747.19,1202.43 1747.4,1202.42 \n",
       "  1747.62,1202.41 1747.84,1202.4 1748.06,1202.39 1748.28,1202.38 1748.49,1202.37 1748.71,1202.36 1748.93,1202.35 1749.15,1202.34 1749.36,1202.34 1749.58,1202.33 \n",
       "  1749.8,1202.32 1750.02,1202.31 1750.24,1202.3 1750.45,1202.29 1750.67,1202.28 1750.89,1202.27 1751.11,1202.26 1751.32,1202.25 1751.54,1202.24 1751.76,1202.23 \n",
       "  1751.98,1202.22 1752.19,1202.21 1752.41,1202.2 1752.63,1202.19 1752.85,1202.18 1753.07,1202.17 1753.28,1202.17 1753.5,1202.16 1753.72,1202.15 1753.94,1202.14 \n",
       "  1754.15,1202.13 1754.37,1202.12 1754.59,1202.11 1754.81,1202.1 1755.03,1202.09 1755.24,1202.08 1755.46,1202.07 1755.68,1202.06 1755.9,1202.05 1756.11,1202.04 \n",
       "  1756.33,1202.04 1756.55,1202.03 1756.77,1202.02 1756.99,1202.01 1757.2,1202 1757.42,1201.99 1757.64,1201.98 1757.86,1201.97 1758.07,1201.96 1758.29,1201.95 \n",
       "  1758.51,1201.94 1758.73,1201.93 1758.95,1201.92 1759.16,1201.92 1759.38,1201.91 1759.6,1201.9 1759.82,1201.89 1760.03,1201.88 1760.25,1201.87 1760.47,1201.86 \n",
       "  1760.69,1201.85 1760.91,1201.84 1761.12,1201.83 1761.34,1201.82 1761.56,1201.81 1761.78,1201.81 1761.99,1201.8 1762.21,1201.79 1762.43,1201.78 1762.65,1201.77 \n",
       "  1762.86,1201.76 1763.08,1201.75 1763.3,1201.74 1763.52,1201.73 1763.74,1201.72 1763.95,1201.72 1764.17,1201.71 1764.39,1201.7 1764.61,1201.69 1764.82,1201.68 \n",
       "  1765.04,1201.67 1765.26,1201.66 1765.48,1201.65 1765.7,1201.64 1765.91,1201.63 1766.13,1201.63 1766.35,1201.62 1766.57,1201.61 1766.78,1201.6 1767,1201.59 \n",
       "  1767.22,1201.58 1767.44,1201.57 1767.66,1201.56 1767.87,1201.55 1768.09,1201.55 1768.31,1201.54 1768.53,1201.53 1768.74,1201.52 1768.96,1201.51 1769.18,1201.5 \n",
       "  1769.4,1201.49 1769.62,1201.48 1769.83,1201.47 1770.05,1201.47 1770.27,1201.46 1770.49,1201.45 1770.7,1201.44 1770.92,1201.43 1771.14,1201.42 1771.36,1201.41 \n",
       "  1771.57,1201.4 1771.79,1201.4 1772.01,1201.39 1772.23,1201.38 1772.45,1201.37 1772.66,1201.36 1772.88,1201.35 1773.1,1201.34 1773.32,1201.33 1773.53,1201.33 \n",
       "  1773.75,1201.32 1773.97,1201.31 1774.19,1201.3 1774.41,1201.29 1774.62,1201.28 1774.84,1201.27 1775.06,1201.26 1775.28,1201.26 1775.49,1201.25 1775.71,1201.24 \n",
       "  1775.93,1201.23 1776.15,1201.22 1776.37,1201.21 1776.58,1201.2 1776.8,1201.2 1777.02,1201.19 1777.24,1201.18 1777.45,1201.17 1777.67,1201.16 1777.89,1201.15 \n",
       "  1778.11,1201.14 1778.33,1201.13 1778.54,1201.13 1778.76,1201.12 1778.98,1201.11 1779.2,1201.1 1779.41,1201.09 1779.63,1201.08 1779.85,1201.07 1780.07,1201.07 \n",
       "  1780.29,1201.06 1780.5,1201.05 1780.72,1201.04 1780.94,1201.03 1781.16,1201.02 1781.37,1201.02 1781.59,1201.01 1781.81,1201 1782.03,1200.99 1782.24,1200.98 \n",
       "  1782.46,1200.97 1782.68,1200.96 1782.9,1200.96 1783.12,1200.95 1783.33,1200.94 1783.55,1200.93 1783.77,1200.92 1783.99,1200.91 1784.2,1200.91 1784.42,1200.9 \n",
       "  1784.64,1200.89 1784.86,1200.88 1785.08,1200.87 1785.29,1200.86 1785.51,1200.86 1785.73,1200.85 1785.95,1200.84 1786.16,1200.83 1786.38,1200.82 1786.6,1200.81 \n",
       "  1786.82,1200.81 1787.04,1200.8 1787.25,1200.79 1787.47,1200.78 1787.69,1200.77 1787.91,1200.76 1788.12,1200.76 1788.34,1200.75 1788.56,1200.74 1788.78,1200.73 \n",
       "  1789,1200.72 1789.21,1200.71 1789.43,1200.71 1789.65,1200.7 1789.87,1200.69 1790.08,1200.68 1790.3,1200.67 1790.52,1200.66 1790.74,1200.66 1790.95,1200.65 \n",
       "  1791.17,1200.64 1791.39,1200.63 1791.61,1200.62 1791.83,1200.62 1792.04,1200.61 1792.26,1200.6 1792.48,1200.59 1792.7,1200.58 1792.91,1200.57 1793.13,1200.57 \n",
       "  1793.35,1200.56 1793.57,1200.55 1793.79,1200.54 1794,1200.53 1794.22,1200.53 1794.44,1200.52 1794.66,1200.51 1794.87,1200.5 1795.09,1200.49 1795.31,1200.49 \n",
       "  1795.53,1200.48 1795.75,1200.47 1795.96,1200.46 1796.18,1200.45 1796.4,1200.44 1796.62,1200.44 1796.83,1200.43 1797.05,1200.42 1797.27,1200.41 1797.49,1200.4 \n",
       "  1797.71,1200.4 1797.92,1200.39 1798.14,1200.38 1798.36,1200.37 1798.58,1200.36 1798.79,1200.36 1799.01,1200.35 1799.23,1200.34 1799.45,1200.33 1799.66,1200.32 \n",
       "  1799.88,1200.32 1800.1,1200.31 1800.32,1200.3 1800.54,1200.29 1800.75,1200.28 1800.97,1200.28 1801.19,1200.27 1801.41,1200.26 1801.62,1200.25 1801.84,1200.25 \n",
       "  1802.06,1200.24 1802.28,1200.23 1802.5,1200.22 1802.71,1200.21 1802.93,1200.21 1803.15,1200.2 1803.37,1200.19 1803.58,1200.18 1803.8,1200.17 1804.02,1200.17 \n",
       "  1804.24,1200.16 1804.46,1200.15 1804.67,1200.14 1804.89,1200.14 1805.11,1200.13 1805.33,1200.12 1805.54,1200.11 1805.76,1200.1 1805.98,1200.1 1806.2,1200.09 \n",
       "  1806.42,1200.08 1806.63,1200.07 1806.85,1200.07 1807.07,1200.06 1807.29,1200.05 1807.5,1200.04 1807.72,1200.03 1807.94,1200.03 1808.16,1200.02 1808.38,1200.01 \n",
       "  1808.59,1200 1808.81,1200 1809.03,1199.99 1809.25,1199.98 1809.46,1199.97 1809.68,1199.96 1809.9,1199.96 1810.12,1199.95 1810.33,1199.94 1810.55,1199.93 \n",
       "  1810.77,1199.93 1810.99,1199.92 1811.21,1199.91 1811.42,1199.9 1811.64,1199.9 1811.86,1199.89 1812.08,1199.88 1812.29,1199.87 1812.51,1199.87 1812.73,1199.86 \n",
       "  1812.95,1199.85 1813.17,1199.84 1813.38,1199.83 1813.6,1199.83 1813.82,1199.82 1814.04,1199.81 1814.25,1199.8 1814.47,1199.8 1814.69,1199.79 1814.91,1199.78 \n",
       "  1815.13,1199.77 1815.34,1199.77 1815.56,1199.76 1815.78,1199.75 1816,1199.74 1816.21,1199.74 1816.43,1199.73 1816.65,1199.72 1816.87,1199.71 1817.09,1199.71 \n",
       "  1817.3,1199.7 1817.52,1199.69 1817.74,1199.68 1817.96,1199.68 1818.17,1199.67 1818.39,1199.66 1818.61,1199.65 1818.83,1199.65 1819.04,1199.64 1819.26,1199.63 \n",
       "  1819.48,1199.62 1819.7,1199.62 1819.92,1199.61 1820.13,1199.6 1820.35,1199.59 1820.57,1199.59 1820.79,1199.58 1821,1199.57 1821.22,1199.57 1821.44,1199.56 \n",
       "  1821.66,1199.55 1821.88,1199.54 1822.09,1199.54 1822.31,1199.53 1822.53,1199.52 1822.75,1199.51 1822.96,1199.51 1823.18,1199.5 1823.4,1199.49 1823.62,1199.48 \n",
       "  1823.84,1199.48 1824.05,1199.47 1824.27,1199.46 1824.49,1199.46 1824.71,1199.45 1824.92,1199.44 1825.14,1199.43 1825.36,1199.43 1825.58,1199.42 1825.8,1199.41 \n",
       "  1826.01,1199.4 1826.23,1199.4 1826.45,1199.39 1826.67,1199.38 1826.88,1199.38 1827.1,1199.37 1827.32,1199.36 1827.54,1199.35 1827.76,1199.35 1827.97,1199.34 \n",
       "  1828.19,1199.33 1828.41,1199.32 1828.63,1199.32 1828.84,1199.31 1829.06,1199.3 1829.28,1199.3 1829.5,1199.29 1829.71,1199.28 1829.93,1199.27 1830.15,1199.27 \n",
       "  1830.37,1199.26 1830.59,1199.25 1830.8,1199.25 1831.02,1199.24 1831.24,1199.23 1831.46,1199.22 1831.67,1199.22 1831.89,1199.21 1832.11,1199.2 1832.33,1199.2 \n",
       "  1832.55,1199.19 1832.76,1199.18 1832.98,1199.18 1833.2,1199.17 1833.42,1199.16 1833.63,1199.15 1833.85,1199.15 1834.07,1199.14 1834.29,1199.13 1834.51,1199.13 \n",
       "  1834.72,1199.12 1834.94,1199.11 1835.16,1199.1 1835.38,1199.1 1835.59,1199.09 1835.81,1199.08 1836.03,1199.08 1836.25,1199.07 1836.47,1199.06 1836.68,1199.06 \n",
       "  1836.9,1199.05 1837.12,1199.04 1837.34,1199.03 1837.55,1199.03 1837.77,1199.02 1837.99,1199.01 1838.21,1199.01 1838.42,1199 1838.64,1198.99 1838.86,1198.99 \n",
       "  1839.08,1198.98 1839.3,1198.97 1839.51,1198.97 1839.73,1198.96 1839.95,1198.95 1840.17,1198.94 1840.38,1198.94 1840.6,1198.93 1840.82,1198.92 1841.04,1198.92 \n",
       "  1841.26,1198.91 1841.47,1198.9 1841.69,1198.9 1841.91,1198.89 1842.13,1198.88 1842.34,1198.88 1842.56,1198.87 1842.78,1198.86 1843,1198.86 1843.22,1198.85 \n",
       "  1843.43,1198.84 1843.65,1198.83 1843.87,1198.83 1844.09,1198.82 1844.3,1198.81 1844.52,1198.81 1844.74,1198.8 1844.96,1198.79 1845.18,1198.79 1845.39,1198.78 \n",
       "  1845.61,1198.77 1845.83,1198.77 1846.05,1198.76 1846.26,1198.75 1846.48,1198.75 1846.7,1198.74 1846.92,1198.73 1847.13,1198.73 1847.35,1198.72 1847.57,1198.71 \n",
       "  1847.79,1198.71 1848.01,1198.7 1848.22,1198.69 1848.44,1198.69 1848.66,1198.68 1848.88,1198.67 1849.09,1198.67 1849.31,1198.66 1849.53,1198.65 1849.75,1198.65 \n",
       "  1849.97,1198.64 1850.18,1198.63 1850.4,1198.63 1850.62,1198.62 1850.84,1198.61 1851.05,1198.61 1851.27,1198.6 1851.49,1198.59 1851.71,1198.59 1851.93,1198.58 \n",
       "  1852.14,1198.57 1852.36,1198.57 1852.58,1198.56 1852.8,1198.55 1853.01,1198.55 1853.23,1198.54 1853.45,1198.53 1853.67,1198.53 1853.89,1198.52 1854.1,1198.51 \n",
       "  1854.32,1198.51 1854.54,1198.5 1854.76,1198.49 1854.97,1198.49 1855.19,1198.48 1855.41,1198.47 1855.63,1198.47 1855.85,1198.46 1856.06,1198.45 1856.28,1198.45 \n",
       "  1856.5,1198.44 1856.72,1198.44 1856.93,1198.43 1857.15,1198.42 1857.37,1198.42 1857.59,1198.41 1857.8,1198.4 1858.02,1198.4 1858.24,1198.39 1858.46,1198.38 \n",
       "  1858.68,1198.38 1858.89,1198.37 1859.11,1198.36 1859.33,1198.36 1859.55,1198.35 1859.76,1198.34 1859.98,1198.34 1860.2,1198.33 1860.42,1198.33 1860.64,1198.32 \n",
       "  1860.85,1198.31 1861.07,1198.31 1861.29,1198.3 1861.51,1198.29 1861.72,1198.29 1861.94,1198.28 1862.16,1198.27 1862.38,1198.27 1862.6,1198.26 1862.81,1198.25 \n",
       "  1863.03,1198.25 1863.25,1198.24 1863.47,1198.24 1863.68,1198.23 1863.9,1198.22 1864.12,1198.22 1864.34,1198.21 1864.56,1198.2 1864.77,1198.2 1864.99,1198.19 \n",
       "  1865.21,1198.19 1865.43,1198.18 1865.64,1198.17 1865.86,1198.17 1866.08,1198.16 1866.3,1198.15 1866.51,1198.15 1866.73,1198.14 1866.95,1198.13 1867.17,1198.13 \n",
       "  1867.39,1198.12 1867.6,1198.12 1867.82,1198.11 1868.04,1198.1 1868.26,1198.1 1868.47,1198.09 1868.69,1198.08 1868.91,1198.08 1869.13,1198.07 1869.35,1198.07 \n",
       "  1869.56,1198.06 1869.78,1198.05 1870,1198.05 1870.22,1198.04 1870.43,1198.04 1870.65,1198.03 1870.87,1198.02 1871.09,1198.02 1871.31,1198.01 1871.52,1198 \n",
       "  1871.74,1198 1871.96,1197.99 1872.18,1197.99 1872.39,1197.98 1872.61,1197.97 1872.83,1197.97 1873.05,1197.96 1873.27,1197.96 1873.48,1197.95 1873.7,1197.94 \n",
       "  1873.92,1197.94 1874.14,1197.93 1874.35,1197.92 1874.57,1197.92 1874.79,1197.91 1875.01,1197.91 1875.23,1197.9 1875.44,1197.89 1875.66,1197.89 1875.88,1197.88 \n",
       "  1876.1,1197.88 1876.31,1197.87 1876.53,1197.86 1876.75,1197.86 1876.97,1197.85 1877.18,1197.85 1877.4,1197.84 1877.62,1197.83 1877.84,1197.83 1878.06,1197.82 \n",
       "  1878.27,1197.82 1878.49,1197.81 1878.71,1197.8 1878.93,1197.8 1879.14,1197.79 1879.36,1197.79 1879.58,1197.78 1879.8,1197.77 1880.02,1197.77 1880.23,1197.76 \n",
       "  1880.45,1197.76 1880.67,1197.75 1880.89,1197.74 1881.1,1197.74 1881.32,1197.73 1881.54,1197.73 1881.76,1197.72 1881.98,1197.71 1882.19,1197.71 1882.41,1197.7 \n",
       "  1882.63,1197.7 1882.85,1197.69 1883.06,1197.68 1883.28,1197.68 1883.5,1197.67 1883.72,1197.67 1883.94,1197.66 1884.15,1197.65 1884.37,1197.65 1884.59,1197.64 \n",
       "  1884.81,1197.64 1885.02,1197.63 1885.24,1197.62 1885.46,1197.62 1885.68,1197.61 1885.89,1197.61 1886.11,1197.6 1886.33,1197.6 1886.55,1197.59 1886.77,1197.58 \n",
       "  1886.98,1197.58 1887.2,1197.57 1887.42,1197.57 1887.64,1197.56 1887.85,1197.55 1888.07,1197.55 1888.29,1197.54 1888.51,1197.54 1888.73,1197.53 1888.94,1197.53 \n",
       "  1889.16,1197.52 1889.38,1197.51 1889.6,1197.51 1889.81,1197.5 1890.03,1197.5 1890.25,1197.49 1890.47,1197.49 1890.69,1197.48 1890.9,1197.47 1891.12,1197.47 \n",
       "  1891.34,1197.46 1891.56,1197.46 1891.77,1197.45 1891.99,1197.45 1892.21,1197.44 1892.43,1197.43 1892.65,1197.43 1892.86,1197.42 1893.08,1197.42 1893.3,1197.41 \n",
       "  1893.52,1197.41 1893.73,1197.4 1893.95,1197.39 1894.17,1197.39 1894.39,1197.38 1894.6,1197.38 1894.82,1197.37 1895.04,1197.37 1895.26,1197.36 1895.48,1197.35 \n",
       "  1895.69,1197.35 1895.91,1197.34 1896.13,1197.34 1896.35,1197.33 1896.56,1197.33 1896.78,1197.32 1897,1197.31 1897.22,1197.31 1897.44,1197.3 1897.65,1197.3 \n",
       "  1897.87,1197.29 1898.09,1197.29 1898.31,1197.28 1898.52,1197.28 1898.74,1197.27 1898.96,1197.26 1899.18,1197.26 1899.4,1197.25 1899.61,1197.25 1899.83,1197.24 \n",
       "  1900.05,1197.24 1900.27,1197.23 1900.48,1197.23 1900.7,1197.22 1900.92,1197.21 1901.14,1197.21 1901.36,1197.2 1901.57,1197.2 1901.79,1197.19 1902.01,1197.19 \n",
       "  1902.23,1197.18 1902.44,1197.18 1902.66,1197.17 1902.88,1197.16 1903.1,1197.16 1903.32,1197.15 1903.53,1197.15 1903.75,1197.14 1903.97,1197.14 1904.19,1197.13 \n",
       "  1904.4,1197.13 1904.62,1197.12 1904.84,1197.11 1905.06,1197.11 1905.27,1197.1 1905.49,1197.1 1905.71,1197.09 1905.93,1197.09 1906.15,1197.08 1906.36,1197.08 \n",
       "  1906.58,1197.07 1906.8,1197.07 1907.02,1197.06 1907.23,1197.05 1907.45,1197.05 1907.67,1197.04 1907.89,1197.04 1908.11,1197.03 1908.32,1197.03 1908.54,1197.02 \n",
       "  1908.76,1197.02 1908.98,1197.01 1909.19,1197.01 1909.41,1197 1909.63,1197 1909.85,1196.99 1910.07,1196.98 1910.28,1196.98 1910.5,1196.97 1910.72,1196.97 \n",
       "  1910.94,1196.96 1911.15,1196.96 1911.37,1196.95 1911.59,1196.95 1911.81,1196.94 1912.03,1196.94 1912.24,1196.93 1912.46,1196.93 1912.68,1196.92 1912.9,1196.92 \n",
       "  1913.11,1196.91 1913.33,1196.9 1913.55,1196.9 1913.77,1196.89 1913.98,1196.89 1914.2,1196.88 1914.42,1196.88 1914.64,1196.87 1914.86,1196.87 1915.07,1196.86 \n",
       "  1915.29,1196.86 1915.51,1196.85 1915.73,1196.85 1915.94,1196.84 1916.16,1196.84 1916.38,1196.83 1916.6,1196.83 1916.82,1196.82 1917.03,1196.82 1917.25,1196.81 \n",
       "  1917.47,1196.8 1917.69,1196.8 1917.9,1196.79 1918.12,1196.79 1918.34,1196.78 1918.56,1196.78 1918.78,1196.77 1918.99,1196.77 1919.21,1196.76 1919.43,1196.76 \n",
       "  1919.65,1196.75 1919.86,1196.75 1920.08,1196.74 1920.3,1196.74 1920.52,1196.73 1920.74,1196.73 1920.95,1196.72 1921.17,1196.72 1921.39,1196.71 1921.61,1196.71 \n",
       "  1921.82,1196.7 1922.04,1196.7 1922.26,1196.69 1922.48,1196.69 1922.7,1196.68 1922.91,1196.68 1923.13,1196.67 1923.35,1196.67 1923.57,1196.66 1923.78,1196.65 \n",
       "  1924,1196.65 1924.22,1196.64 1924.44,1196.64 1924.65,1196.63 1924.87,1196.63 1925.09,1196.62 1925.31,1196.62 1925.53,1196.61 1925.74,1196.61 1925.96,1196.6 \n",
       "  1926.18,1196.6 1926.4,1196.59 1926.61,1196.59 1926.83,1196.58 1927.05,1196.58 1927.27,1196.57 1927.49,1196.57 1927.7,1196.56 1927.92,1196.56 1928.14,1196.55 \n",
       "  1928.36,1196.55 1928.57,1196.54 1928.79,1196.54 1929.01,1196.53 1929.23,1196.53 1929.45,1196.52 1929.66,1196.52 1929.88,1196.51 1930.1,1196.51 1930.32,1196.5 \n",
       "  1930.53,1196.5 1930.75,1196.49 1930.97,1196.49 1931.19,1196.48 1931.41,1196.48 1931.62,1196.47 1931.84,1196.47 1932.06,1196.46 1932.28,1196.46 1932.49,1196.45 \n",
       "  1932.71,1196.45 1932.93,1196.44 1933.15,1196.44 1933.36,1196.43 1933.58,1196.43 1933.8,1196.42 1934.02,1196.42 1934.24,1196.41 1934.45,1196.41 1934.67,1196.4 \n",
       "  1934.89,1196.4 1935.11,1196.39 1935.32,1196.39 1935.54,1196.38 1935.76,1196.38 1935.98,1196.38 1936.2,1196.37 1936.41,1196.37 1936.63,1196.36 1936.85,1196.36 \n",
       "  1937.07,1196.35 1937.28,1196.35 1937.5,1196.34 1937.72,1196.34 1937.94,1196.33 1938.16,1196.33 1938.37,1196.32 1938.59,1196.32 1938.81,1196.31 1939.03,1196.31 \n",
       "  1939.24,1196.3 1939.46,1196.3 1939.68,1196.29 1939.9,1196.29 1940.12,1196.28 1940.33,1196.28 1940.55,1196.27 1940.77,1196.27 1940.99,1196.26 1941.2,1196.26 \n",
       "  1941.42,1196.25 1941.64,1196.25 1941.86,1196.24 1942.07,1196.24 1942.29,1196.24 1942.51,1196.23 1942.73,1196.23 1942.95,1196.22 1943.16,1196.22 1943.38,1196.21 \n",
       "  1943.6,1196.21 1943.82,1196.2 1944.03,1196.2 1944.25,1196.19 1944.47,1196.19 1944.69,1196.18 1944.91,1196.18 1945.12,1196.17 1945.34,1196.17 1945.56,1196.16 \n",
       "  1945.78,1196.16 1945.99,1196.15 1946.21,1196.15 1946.43,1196.15 1946.65,1196.14 1946.87,1196.14 1947.08,1196.13 1947.3,1196.13 1947.52,1196.12 1947.74,1196.12 \n",
       "  1947.95,1196.11 1948.17,1196.11 1948.39,1196.1 1948.61,1196.1 1948.83,1196.09 1949.04,1196.09 1949.26,1196.08 1949.48,1196.08 1949.7,1196.08 1949.91,1196.07 \n",
       "  1950.13,1196.07 1950.35,1196.06 1950.57,1196.06 1950.79,1196.05 1951,1196.05 1951.22,1196.04 1951.44,1196.04 1951.66,1196.03 1951.87,1196.03 1952.09,1196.02 \n",
       "  1952.31,1196.02 1952.53,1196.01 1952.74,1196.01 1952.96,1196.01 1953.18,1196 1953.4,1196 1953.62,1195.99 1953.83,1195.99 1954.05,1195.98 1954.27,1195.98 \n",
       "  1954.49,1195.97 1954.7,1195.97 1954.92,1195.96 1955.14,1195.96 1955.36,1195.96 1955.58,1195.95 1955.79,1195.95 1956.01,1195.94 1956.23,1195.94 1956.45,1195.93 \n",
       "  1956.66,1195.93 1956.88,1195.92 1957.1,1195.92 1957.32,1195.91 1957.54,1195.91 1957.75,1195.91 1957.97,1195.9 1958.19,1195.9 1958.41,1195.89 1958.62,1195.89 \n",
       "  1958.84,1195.88 1959.06,1195.88 1959.28,1195.87 1959.5,1195.87 1959.71,1195.87 1959.93,1195.86 1960.15,1195.86 1960.37,1195.85 1960.58,1195.85 1960.8,1195.84 \n",
       "  1961.02,1195.84 1961.24,1195.83 1961.45,1195.83 1961.67,1195.83 1961.89,1195.82 1962.11,1195.82 1962.33,1195.81 1962.54,1195.81 1962.76,1195.8 1962.98,1195.8 \n",
       "  1963.2,1195.79 1963.41,1195.79 1963.63,1195.79 1963.85,1195.78 1964.07,1195.78 1964.29,1195.77 1964.5,1195.77 1964.72,1195.76 1964.94,1195.76 1965.16,1195.75 \n",
       "  1965.37,1195.75 1965.59,1195.75 1965.81,1195.74 1966.03,1195.74 1966.25,1195.73 1966.46,1195.73 1966.68,1195.72 1966.9,1195.72 1967.12,1195.72 1967.33,1195.71 \n",
       "  1967.55,1195.71 1967.77,1195.7 1967.99,1195.7 1968.21,1195.69 1968.42,1195.69 1968.64,1195.68 1968.86,1195.68 1969.08,1195.68 1969.29,1195.67 1969.51,1195.67 \n",
       "  1969.73,1195.66 1969.95,1195.66 1970.17,1195.65 1970.38,1195.65 1970.6,1195.65 1970.82,1195.64 1971.04,1195.64 1971.25,1195.63 1971.47,1195.63 1971.69,1195.62 \n",
       "  1971.91,1195.62 1972.12,1195.62 1972.34,1195.61 1972.56,1195.61 1972.78,1195.6 1973,1195.6 1973.21,1195.59 1973.43,1195.59 1973.65,1195.59 1973.87,1195.58 \n",
       "  1974.08,1195.58 1974.3,1195.57 1974.52,1195.57 1974.74,1195.56 1974.96,1195.56 1975.17,1195.56 1975.39,1195.55 1975.61,1195.55 1975.83,1195.54 1976.04,1195.54 \n",
       "  1976.26,1195.54 1976.48,1195.53 1976.7,1195.53 1976.92,1195.52 1977.13,1195.52 1977.35,1195.51 1977.57,1195.51 1977.79,1195.51 1978,1195.5 1978.22,1195.5 \n",
       "  1978.44,1195.49 1978.66,1195.49 1978.88,1195.48 1979.09,1195.48 1979.31,1195.48 1979.53,1195.47 1979.75,1195.47 1979.96,1195.46 1980.18,1195.46 1980.4,1195.46 \n",
       "  1980.62,1195.45 1980.83,1195.45 1981.05,1195.44 1981.27,1195.44 1981.49,1195.43 1981.71,1195.43 1981.92,1195.43 1982.14,1195.42 1982.36,1195.42 1982.58,1195.41 \n",
       "  1982.79,1195.41 1983.01,1195.41 1983.23,1195.4 1983.45,1195.4 1983.67,1195.39 1983.88,1195.39 1984.1,1195.39 1984.32,1195.38 1984.54,1195.38 1984.75,1195.37 \n",
       "  1984.97,1195.37 1985.19,1195.37 1985.41,1195.36 1985.63,1195.36 1985.84,1195.35 1986.06,1195.35 1986.28,1195.34 1986.5,1195.34 1986.71,1195.34 1986.93,1195.33 \n",
       "  1987.15,1195.33 1987.37,1195.32 1987.59,1195.32 1987.8,1195.32 1988.02,1195.31 1988.24,1195.31 1988.46,1195.3 1988.67,1195.3 1988.89,1195.3 1989.11,1195.29 \n",
       "  1989.33,1195.29 1989.55,1195.28 1989.76,1195.28 1989.98,1195.28 1990.2,1195.27 1990.42,1195.27 1990.63,1195.26 1990.85,1195.26 1991.07,1195.26 1991.29,1195.25 \n",
       "  1991.5,1195.25 1991.72,1195.24 1991.94,1195.24 1992.16,1195.24 1992.38,1195.23 1992.59,1195.23 1992.81,1195.22 1993.03,1195.22 1993.25,1195.22 1993.46,1195.21 \n",
       "  1993.68,1195.21 1993.9,1195.2 1994.12,1195.2 1994.34,1195.2 1994.55,1195.19 1994.77,1195.19 1994.99,1195.18 1995.21,1195.18 1995.42,1195.18 1995.64,1195.17 \n",
       "  1995.86,1195.17 1996.08,1195.17 1996.3,1195.16 1996.51,1195.16 1996.73,1195.15 1996.95,1195.15 1997.17,1195.15 1997.38,1195.14 1997.6,1195.14 1997.82,1195.13 \n",
       "  1998.04,1195.13 1998.26,1195.13 1998.47,1195.12 1998.69,1195.12 1998.91,1195.11 1999.13,1195.11 1999.34,1195.11 1999.56,1195.1 1999.78,1195.1 2000,1195.1 \n",
       "  2000.21,1195.09 2000.43,1195.09 2000.65,1195.08 2000.87,1195.08 2001.09,1195.08 2001.3,1195.07 2001.52,1195.07 2001.74,1195.06 2001.96,1195.06 2002.17,1195.06 \n",
       "  2002.39,1195.05 2002.61,1195.05 2002.83,1195.05 2003.05,1195.04 2003.26,1195.04 2003.48,1195.03 2003.7,1195.03 2003.92,1195.03 2004.13,1195.02 2004.35,1195.02 \n",
       "  2004.57,1195.01 2004.79,1195.01 2005.01,1195.01 2005.22,1195 2005.44,1195 2005.66,1195 2005.88,1194.99 2006.09,1194.99 2006.31,1194.98 2006.53,1194.98 \n",
       "  2006.75,1194.98 2006.97,1194.97 2007.18,1194.97 2007.4,1194.97 2007.62,1194.96 2007.84,1194.96 2008.05,1194.95 2008.27,1194.95 2008.49,1194.95 2008.71,1194.94 \n",
       "  2008.92,1194.94 2009.14,1194.94 2009.36,1194.93 2009.58,1194.93 2009.8,1194.92 2010.01,1194.92 2010.23,1194.92 2010.45,1194.91 2010.67,1194.91 2010.88,1194.91 \n",
       "  2011.1,1194.9 2011.32,1194.9 2011.54,1194.89 2011.76,1194.89 2011.97,1194.89 2012.19,1194.88 2012.41,1194.88 2012.63,1194.88 2012.84,1194.87 2013.06,1194.87 \n",
       "  2013.28,1194.87 2013.5,1194.86 2013.72,1194.86 2013.93,1194.85 2014.15,1194.85 2014.37,1194.85 2014.59,1194.84 2014.8,1194.84 2015.02,1194.84 2015.24,1194.83 \n",
       "  2015.46,1194.83 2015.68,1194.83 2015.89,1194.82 2016.11,1194.82 2016.33,1194.81 2016.55,1194.81 2016.76,1194.81 2016.98,1194.8 2017.2,1194.8 2017.42,1194.8 \n",
       "  2017.64,1194.79 2017.85,1194.79 2018.07,1194.79 2018.29,1194.78 2018.51,1194.78 2018.72,1194.77 2018.94,1194.77 2019.16,1194.77 2019.38,1194.76 2019.59,1194.76 \n",
       "  2019.81,1194.76 2020.03,1194.75 2020.25,1194.75 2020.47,1194.75 2020.68,1194.74 2020.9,1194.74 2021.12,1194.74 2021.34,1194.73 2021.55,1194.73 2021.77,1194.72 \n",
       "  2021.99,1194.72 2022.21,1194.72 2022.43,1194.71 2022.64,1194.71 2022.86,1194.71 2023.08,1194.7 2023.3,1194.7 2023.51,1194.7 2023.73,1194.69 2023.95,1194.69 \n",
       "  2024.17,1194.69 2024.39,1194.68 2024.6,1194.68 2024.82,1194.67 2025.04,1194.67 2025.26,1194.67 2025.47,1194.66 2025.69,1194.66 2025.91,1194.66 2026.13,1194.65 \n",
       "  2026.35,1194.65 2026.56,1194.65 2026.78,1194.64 2027,1194.64 2027.22,1194.64 2027.43,1194.63 2027.65,1194.63 2027.87,1194.63 2028.09,1194.62 2028.3,1194.62 \n",
       "  2028.52,1194.62 2028.74,1194.61 2028.96,1194.61 2029.18,1194.6 2029.39,1194.6 2029.61,1194.6 2029.83,1194.59 2030.05,1194.59 2030.26,1194.59 2030.48,1194.58 \n",
       "  2030.7,1194.58 2030.92,1194.58 2031.14,1194.57 2031.35,1194.57 2031.57,1194.57 2031.79,1194.56 2032.01,1194.56 2032.22,1194.56 2032.44,1194.55 2032.66,1194.55 \n",
       "  2032.88,1194.55 2033.1,1194.54 2033.31,1194.54 2033.53,1194.54 2033.75,1194.53 2033.97,1194.53 2034.18,1194.53 2034.4,1194.52 2034.62,1194.52 2034.84,1194.52 \n",
       "  2035.06,1194.51 2035.27,1194.51 2035.49,1194.51 2035.71,1194.5 2035.93,1194.5 2036.14,1194.5 2036.36,1194.49 2036.58,1194.49 2036.8,1194.49 2037.02,1194.48 \n",
       "  2037.23,1194.48 2037.45,1194.48 2037.67,1194.47 2037.89,1194.47 2038.1,1194.47 2038.32,1194.46 2038.54,1194.46 2038.76,1194.46 2038.97,1194.45 2039.19,1194.45 \n",
       "  2039.41,1194.45 2039.63,1194.44 2039.85,1194.44 2040.06,1194.44 2040.28,1194.43 2040.5,1194.43 2040.72,1194.43 2040.93,1194.42 2041.15,1194.42 2041.37,1194.42 \n",
       "  2041.59,1194.41 2041.81,1194.41 2042.02,1194.41 2042.24,1194.4 2042.46,1194.4 2042.68,1194.4 2042.89,1194.39 2043.11,1194.39 2043.33,1194.39 2043.55,1194.38 \n",
       "  2043.77,1194.38 2043.98,1194.38 2044.2,1194.37 2044.42,1194.37 2044.64,1194.37 2044.85,1194.36 2045.07,1194.36 2045.29,1194.36 2045.51,1194.35 2045.73,1194.35 \n",
       "  2045.94,1194.35 2046.16,1194.34 2046.38,1194.34 2046.6,1194.34 2046.81,1194.33 2047.03,1194.33 2047.25,1194.33 2047.47,1194.32 2047.68,1194.32 2047.9,1194.32 \n",
       "  2048.12,1194.31 2048.34,1194.31 2048.56,1194.31 2048.77,1194.3 2048.99,1194.3 2049.21,1194.3 2049.43,1194.29 2049.64,1194.29 2049.86,1194.29 2050.08,1194.28 \n",
       "  2050.3,1194.28 2050.52,1194.28 2050.73,1194.28 2050.95,1194.27 2051.17,1194.27 2051.39,1194.27 2051.6,1194.26 2051.82,1194.26 2052.04,1194.26 2052.26,1194.25 \n",
       "  2052.48,1194.25 2052.69,1194.25 2052.91,1194.24 2053.13,1194.24 2053.35,1194.24 2053.56,1194.23 2053.78,1194.23 2054,1194.23 2054.22,1194.22 2054.44,1194.22 \n",
       "  2054.65,1194.22 2054.87,1194.22 2055.09,1194.21 2055.31,1194.21 2055.52,1194.21 2055.74,1194.2 2055.96,1194.2 2056.18,1194.2 2056.39,1194.19 2056.61,1194.19 \n",
       "  2056.83,1194.19 2057.05,1194.18 2057.27,1194.18 2057.48,1194.18 2057.7,1194.17 2057.92,1194.17 2058.14,1194.17 2058.35,1194.16 2058.57,1194.16 2058.79,1194.16 \n",
       "  2059.01,1194.16 2059.23,1194.15 2059.44,1194.15 2059.66,1194.15 2059.88,1194.14 2060.1,1194.14 2060.31,1194.14 2060.53,1194.13 2060.75,1194.13 2060.97,1194.13 \n",
       "  2061.19,1194.12 2061.4,1194.12 2061.62,1194.12 2061.84,1194.12 2062.06,1194.11 2062.27,1194.11 2062.49,1194.11 2062.71,1194.1 2062.93,1194.1 2063.15,1194.1 \n",
       "  2063.36,1194.09 2063.58,1194.09 2063.8,1194.09 2064.02,1194.09 2064.23,1194.08 2064.45,1194.08 2064.67,1194.08 2064.89,1194.07 2065.11,1194.07 2065.32,1194.07 \n",
       "  2065.54,1194.06 2065.76,1194.06 2065.98,1194.06 2066.19,1194.05 2066.41,1194.05 2066.63,1194.05 2066.85,1194.05 2067.06,1194.04 2067.28,1194.04 2067.5,1194.04 \n",
       "  2067.72,1194.03 2067.94,1194.03 2068.15,1194.03 2068.37,1194.02 2068.59,1194.02 2068.81,1194.02 2069.02,1194.02 2069.24,1194.01 2069.46,1194.01 2069.68,1194.01 \n",
       "  2069.9,1194 2070.11,1194 2070.33,1194 2070.55,1193.99 2070.77,1193.99 2070.98,1193.99 2071.2,1193.99 2071.42,1193.98 2071.64,1193.98 2071.86,1193.98 \n",
       "  2072.07,1193.97 2072.29,1193.97 2072.51,1193.97 2072.73,1193.97 2072.94,1193.96 2073.16,1193.96 2073.38,1193.96 2073.6,1193.95 2073.82,1193.95 2074.03,1193.95 \n",
       "  2074.25,1193.94 2074.47,1193.94 2074.69,1193.94 2074.9,1193.94 2075.12,1193.93 2075.34,1193.93 2075.56,1193.93 2075.77,1193.92 2075.99,1193.92 2076.21,1193.92 \n",
       "  2076.43,1193.92 2076.65,1193.91 2076.86,1193.91 2077.08,1193.91 2077.3,1193.9 2077.52,1193.9 2077.73,1193.9 2077.95,1193.9 2078.17,1193.89 2078.39,1193.89 \n",
       "  2078.61,1193.89 2078.82,1193.88 2079.04,1193.88 2079.26,1193.88 2079.48,1193.88 2079.69,1193.87 2079.91,1193.87 2080.13,1193.87 2080.35,1193.86 2080.57,1193.86 \n",
       "  2080.78,1193.86 2081,1193.86 2081.22,1193.85 2081.44,1193.85 2081.65,1193.85 2081.87,1193.84 2082.09,1193.84 2082.31,1193.84 2082.53,1193.84 2082.74,1193.83 \n",
       "  2082.96,1193.83 2083.18,1193.83 2083.4,1193.82 2083.61,1193.82 2083.83,1193.82 2084.05,1193.82 2084.27,1193.81 2084.49,1193.81 2084.7,1193.81 2084.92,1193.8 \n",
       "  2085.14,1193.8 2085.36,1193.8 2085.57,1193.8 2085.79,1193.79 2086.01,1193.79 2086.23,1193.79 2086.44,1193.78 2086.66,1193.78 2086.88,1193.78 2087.1,1193.78 \n",
       "  2087.32,1193.77 2087.53,1193.77 2087.75,1193.77 2087.97,1193.76 2088.19,1193.76 2088.4,1193.76 2088.62,1193.76 2088.84,1193.75 2089.06,1193.75 2089.28,1193.75 \n",
       "  2089.49,1193.75 2089.71,1193.74 2089.93,1193.74 2090.15,1193.74 2090.36,1193.73 2090.58,1193.73 2090.8,1193.73 2091.02,1193.73 2091.24,1193.72 2091.45,1193.72 \n",
       "  2091.67,1193.72 2091.89,1193.72 2092.11,1193.71 2092.32,1193.71 2092.54,1193.71 2092.76,1193.7 2092.98,1193.7 2093.2,1193.7 2093.41,1193.7 2093.63,1193.69 \n",
       "  2093.85,1193.69 2094.07,1193.69 2094.28,1193.69 2094.5,1193.68 2094.72,1193.68 2094.94,1193.68 2095.15,1193.67 2095.37,1193.67 2095.59,1193.67 2095.81,1193.67 \n",
       "  2096.03,1193.66 2096.24,1193.66 2096.46,1193.66 2096.68,1193.66 2096.9,1193.65 2097.11,1193.65 2097.33,1193.65 2097.55,1193.64 2097.77,1193.64 2097.99,1193.64 \n",
       "  2098.2,1193.64 2098.42,1193.63 2098.64,1193.63 2098.86,1193.63 2099.07,1193.63 2099.29,1193.62 2099.51,1193.62 2099.73,1193.62 2099.95,1193.62 2100.16,1193.61 \n",
       "  2100.38,1193.61 2100.6,1193.61 2100.82,1193.6 2101.03,1193.6 2101.25,1193.6 2101.47,1193.6 2101.69,1193.59 2101.91,1193.59 2102.12,1193.59 2102.34,1193.59 \n",
       "  2102.56,1193.58 2102.78,1193.58 2102.99,1193.58 2103.21,1193.58 2103.43,1193.57 2103.65,1193.57 2103.86,1193.57 2104.08,1193.57 2104.3,1193.56 2104.52,1193.56 \n",
       "  2104.74,1193.56 2104.95,1193.55 2105.17,1193.55 2105.39,1193.55 2105.61,1193.55 2105.82,1193.54 2106.04,1193.54 2106.26,1193.54 2106.48,1193.54 2106.7,1193.53 \n",
       "  2106.91,1193.53 2107.13,1193.53 2107.35,1193.53 2107.57,1193.52 2107.78,1193.52 2108,1193.52 2108.22,1193.52 2108.44,1193.51 2108.66,1193.51 2108.87,1193.51 \n",
       "  2109.09,1193.51 2109.31,1193.5 2109.53,1193.5 2109.74,1193.5 2109.96,1193.5 2110.18,1193.49 2110.4,1193.49 2110.62,1193.49 2110.83,1193.48 2111.05,1193.48 \n",
       "  2111.27,1193.48 2111.49,1193.48 2111.7,1193.47 2111.92,1193.47 2112.14,1193.47 2112.36,1193.47 2112.58,1193.46 2112.79,1193.46 2113.01,1193.46 2113.23,1193.46 \n",
       "  2113.45,1193.45 2113.66,1193.45 2113.88,1193.45 2114.1,1193.45 2114.32,1193.44 2114.53,1193.44 2114.75,1193.44 2114.97,1193.44 2115.19,1193.43 2115.41,1193.43 \n",
       "  2115.62,1193.43 2115.84,1193.43 2116.06,1193.42 2116.28,1193.42 2116.49,1193.42 2116.71,1193.42 2116.93,1193.41 2117.15,1193.41 2117.37,1193.41 2117.58,1193.41 \n",
       "  2117.8,1193.4 2118.02,1193.4 2118.24,1193.4 2118.45,1193.4 2118.67,1193.39 2118.89,1193.39 2119.11,1193.39 2119.33,1193.39 2119.54,1193.38 2119.76,1193.38 \n",
       "  2119.98,1193.38 2120.2,1193.38 2120.41,1193.37 2120.63,1193.37 2120.85,1193.37 2121.07,1193.37 2121.29,1193.36 2121.5,1193.36 2121.72,1193.36 2121.94,1193.36 \n",
       "  2122.16,1193.35 2122.37,1193.35 2122.59,1193.35 2122.81,1193.35 2123.03,1193.35 2123.24,1193.34 2123.46,1193.34 2123.68,1193.34 2123.9,1193.34 2124.12,1193.33 \n",
       "  2124.33,1193.33 2124.55,1193.33 2124.77,1193.33 2124.99,1193.32 2125.2,1193.32 2125.42,1193.32 2125.64,1193.32 2125.86,1193.31 2126.08,1193.31 2126.29,1193.31 \n",
       "  2126.51,1193.31 2126.73,1193.3 2126.95,1193.3 2127.16,1193.3 2127.38,1193.3 2127.6,1193.29 2127.82,1193.29 2128.04,1193.29 2128.25,1193.29 2128.47,1193.28 \n",
       "  2128.69,1193.28 2128.91,1193.28 2129.12,1193.28 2129.34,1193.28 2129.56,1193.27 2129.78,1193.27 2130,1193.27 2130.21,1193.27 2130.43,1193.26 2130.65,1193.26 \n",
       "  2130.87,1193.26 2131.08,1193.26 2131.3,1193.25 2131.52,1193.25 2131.74,1193.25 2131.96,1193.25 2132.17,1193.24 2132.39,1193.24 2132.61,1193.24 2132.83,1193.24 \n",
       "  2133.04,1193.23 2133.26,1193.23 2133.48,1193.23 2133.7,1193.23 2133.91,1193.23 2134.13,1193.22 2134.35,1193.22 2134.57,1193.22 2134.79,1193.22 2135,1193.21 \n",
       "  2135.22,1193.21 2135.44,1193.21 2135.66,1193.21 2135.87,1193.2 2136.09,1193.2 2136.31,1193.2 2136.53,1193.2 2136.75,1193.2 2136.96,1193.19 2137.18,1193.19 \n",
       "  2137.4,1193.19 2137.62,1193.19 2137.83,1193.18 2138.05,1193.18 2138.27,1193.18 2138.49,1193.18 2138.71,1193.17 2138.92,1193.17 2139.14,1193.17 2139.36,1193.17 \n",
       "  2139.58,1193.17 2139.79,1193.16 2140.01,1193.16 2140.23,1193.16 2140.45,1193.16 2140.67,1193.15 2140.88,1193.15 2141.1,1193.15 2141.32,1193.15 2141.54,1193.14 \n",
       "  2141.75,1193.14 2141.97,1193.14 2142.19,1193.14 2142.41,1193.14 2142.62,1193.13 2142.84,1193.13 2143.06,1193.13 2143.28,1193.13 2143.5,1193.12 2143.71,1193.12 \n",
       "  2143.93,1193.12 2144.15,1193.12 2144.37,1193.12 2144.58,1193.11 2144.8,1193.11 2145.02,1193.11 2145.24,1193.11 2145.46,1193.1 2145.67,1193.1 2145.89,1193.1 \n",
       "  2146.11,1193.1 2146.33,1193.1 2146.54,1193.09 2146.76,1193.09 2146.98,1193.09 2147.2,1193.09 2147.42,1193.08 2147.63,1193.08 2147.85,1193.08 2148.07,1193.08 \n",
       "  2148.29,1193.08 2148.5,1193.07 2148.72,1193.07 2148.94,1193.07 2149.16,1193.07 2149.38,1193.06 2149.59,1193.06 2149.81,1193.06 2150.03,1193.06 2150.25,1193.06 \n",
       "  2150.46,1193.05 2150.68,1193.05 2150.9,1193.05 2151.12,1193.05 2151.33,1193.04 2151.55,1193.04 2151.77,1193.04 2151.99,1193.04 2152.21,1193.04 2152.42,1193.03 \n",
       "  2152.64,1193.03 2152.86,1193.03 2153.08,1193.03 2153.29,1193.02 2153.51,1193.02 2153.73,1193.02 2153.95,1193.02 2154.17,1193.02 2154.38,1193.01 2154.6,1193.01 \n",
       "  2154.82,1193.01 2155.04,1193.01 2155.25,1193.01 2155.47,1193 2155.69,1193 2155.91,1193 2156.13,1193 2156.34,1192.99 2156.56,1192.99 2156.78,1192.99 \n",
       "  2157,1192.99 2157.21,1192.99 2157.43,1192.98 2157.65,1192.98 2157.87,1192.98 2158.09,1192.98 2158.3,1192.97 2158.52,1192.97 2158.74,1192.97 2158.96,1192.97 \n",
       "  2159.17,1192.97 2159.39,1192.96 2159.61,1192.96 2159.83,1192.96 2160.05,1192.96 2160.26,1192.96 2160.48,1192.95 2160.7,1192.95 2160.92,1192.95 2161.13,1192.95 \n",
       "  2161.35,1192.95 2161.57,1192.94 2161.79,1192.94 2162,1192.94 2162.22,1192.94 2162.44,1192.93 2162.66,1192.93 2162.88,1192.93 2163.09,1192.93 2163.31,1192.93 \n",
       "  2163.53,1192.92 2163.75,1192.92 2163.96,1192.92 2164.18,1192.92 2164.4,1192.92 2164.62,1192.91 2164.84,1192.91 2165.05,1192.91 2165.27,1192.91 2165.49,1192.91 \n",
       "  2165.71,1192.9 2165.92,1192.9 2166.14,1192.9 2166.36,1192.9 2166.58,1192.9 2166.8,1192.89 2167.01,1192.89 2167.23,1192.89 2167.45,1192.89 2167.67,1192.88 \n",
       "  2167.88,1192.88 2168.1,1192.88 2168.32,1192.88 2168.54,1192.88 2168.76,1192.87 2168.97,1192.87 2169.19,1192.87 2169.41,1192.87 2169.63,1192.87 2169.84,1192.86 \n",
       "  2170.06,1192.86 2170.28,1192.86 2170.5,1192.86 2170.71,1192.86 2170.93,1192.85 2171.15,1192.85 2171.37,1192.85 2171.59,1192.85 2171.8,1192.85 2172.02,1192.84 \n",
       "  2172.24,1192.84 2172.46,1192.84 2172.67,1192.84 2172.89,1192.84 2173.11,1192.83 2173.33,1192.83 2173.55,1192.83 2173.76,1192.83 2173.98,1192.83 2174.2,1192.82 \n",
       "  2174.42,1192.82 2174.63,1192.82 2174.85,1192.82 2175.07,1192.82 2175.29,1192.81 2175.51,1192.81 2175.72,1192.81 2175.94,1192.81 2176.16,1192.81 2176.38,1192.8 \n",
       "  2176.59,1192.8 2176.81,1192.8 2177.03,1192.8 2177.25,1192.8 2177.47,1192.79 2177.68,1192.79 2177.9,1192.79 2178.12,1192.79 2178.34,1192.79 2178.55,1192.78 \n",
       "  2178.77,1192.78 2178.99,1192.78 2179.21,1192.78 2179.43,1192.78 2179.64,1192.77 2179.86,1192.77 2180.08,1192.77 2180.3,1192.77 2180.51,1192.77 2180.73,1192.76 \n",
       "  2180.95,1192.76 2181.17,1192.76 2181.38,1192.76 2181.6,1192.76 2181.82,1192.75 2182.04,1192.75 2182.26,1192.75 2182.47,1192.75 2182.69,1192.75 2182.91,1192.74 \n",
       "  2183.13,1192.74 2183.34,1192.74 2183.56,1192.74 2183.78,1192.74 2184,1192.73 2184.22,1192.73 2184.43,1192.73 2184.65,1192.73 2184.87,1192.73 2185.09,1192.73 \n",
       "  2185.3,1192.72 2185.52,1192.72 2185.74,1192.72 2185.96,1192.72 2186.18,1192.72 2186.39,1192.71 2186.61,1192.71 2186.83,1192.71 2187.05,1192.71 2187.26,1192.71 \n",
       "  2187.48,1192.7 2187.7,1192.7 2187.92,1192.7 2188.14,1192.7 2188.35,1192.7 2188.57,1192.69 2188.79,1192.69 2189.01,1192.69 2189.22,1192.69 2189.44,1192.69 \n",
       "  2189.66,1192.68 2189.88,1192.68 2190.09,1192.68 2190.31,1192.68 2190.53,1192.68 2190.75,1192.68 2190.97,1192.67 2191.18,1192.67 2191.4,1192.67 2191.62,1192.67 \n",
       "  2191.84,1192.67 2192.05,1192.66 2192.27,1192.66 2192.49,1192.66 2192.71,1192.66 2192.93,1192.66 2193.14,1192.65 2193.36,1192.65 2193.58,1192.65 2193.8,1192.65 \n",
       "  2194.01,1192.65 2194.23,1192.65 2194.45,1192.64 2194.67,1192.64 2194.89,1192.64 2195.1,1192.64 2195.32,1192.64 2195.54,1192.63 2195.76,1192.63 2195.97,1192.63 \n",
       "  2196.19,1192.63 2196.41,1192.63 2196.63,1192.62 2196.85,1192.62 2197.06,1192.62 2197.28,1192.62 2197.5,1192.62 2197.72,1192.62 2197.93,1192.61 2198.15,1192.61 \n",
       "  2198.37,1192.61 2198.59,1192.61 2198.81,1192.61 2199.02,1192.6 2199.24,1192.6 2199.46,1192.6 2199.68,1192.6 2199.89,1192.6 2200.11,1192.6 2200.33,1192.59 \n",
       "  2200.55,1192.59 2200.76,1192.59 2200.98,1192.59 2201.2,1192.59 2201.42,1192.58 2201.64,1192.58 2201.85,1192.58 2202.07,1192.58 2202.29,1192.58 2202.51,1192.58 \n",
       "  2202.72,1192.57 2202.94,1192.57 2203.16,1192.57 2203.38,1192.57 2203.6,1192.57 2203.81,1192.56 2204.03,1192.56 2204.25,1192.56 2204.47,1192.56 2204.68,1192.56 \n",
       "  2204.9,1192.56 2205.12,1192.55 2205.34,1192.55 2205.56,1192.55 2205.77,1192.55 2205.99,1192.55 2206.21,1192.55 2206.43,1192.54 2206.64,1192.54 2206.86,1192.54 \n",
       "  2207.08,1192.54 2207.3,1192.54 2207.52,1192.53 2207.73,1192.53 2207.95,1192.53 2208.17,1192.53 2208.39,1192.53 2208.6,1192.53 2208.82,1192.52 2209.04,1192.52 \n",
       "  2209.26,1192.52 2209.47,1192.52 2209.69,1192.52 2209.91,1192.52 2210.13,1192.51 2210.35,1192.51 2210.56,1192.51 2210.78,1192.51 2211,1192.51 2211.22,1192.5 \n",
       "  2211.43,1192.5 2211.65,1192.5 2211.87,1192.5 2212.09,1192.5 2212.31,1192.5 2212.52,1192.49 2212.74,1192.49 2212.96,1192.49 2213.18,1192.49 2213.39,1192.49 \n",
       "  2213.61,1192.49 2213.83,1192.48 2214.05,1192.48 2214.27,1192.48 2214.48,1192.48 2214.7,1192.48 2214.92,1192.47 2215.14,1192.47 2215.35,1192.47 2215.57,1192.47 \n",
       "  2215.79,1192.47 2216.01,1192.47 2216.23,1192.46 2216.44,1192.46 2216.66,1192.46 2216.88,1192.46 2217.1,1192.46 2217.31,1192.46 2217.53,1192.45 2217.75,1192.45 \n",
       "  2217.97,1192.45 2218.18,1192.45 2218.4,1192.45 2218.62,1192.45 2218.84,1192.44 2219.06,1192.44 2219.27,1192.44 2219.49,1192.44 2219.71,1192.44 2219.93,1192.44 \n",
       "  2220.14,1192.43 2220.36,1192.43 2220.58,1192.43 2220.8,1192.43 2221.02,1192.43 2221.23,1192.43 2221.45,1192.42 2221.67,1192.42 2221.89,1192.42 2222.1,1192.42 \n",
       "  2222.32,1192.42 2222.54,1192.42 2222.76,1192.41 2222.98,1192.41 2223.19,1192.41 2223.41,1192.41 2223.63,1192.41 2223.85,1192.41 2224.06,1192.4 2224.28,1192.4 \n",
       "  2224.5,1192.4 2224.72,1192.4 2224.94,1192.4 2225.15,1192.4 2225.37,1192.39 2225.59,1192.39 2225.81,1192.39 2226.02,1192.39 2226.24,1192.39 2226.46,1192.39 \n",
       "  2226.68,1192.38 2226.9,1192.38 2227.11,1192.38 2227.33,1192.38 2227.55,1192.38 2227.77,1192.38 2227.98,1192.37 2228.2,1192.37 2228.42,1192.37 2228.64,1192.37 \n",
       "  2228.85,1192.37 2229.07,1192.37 2229.29,1192.36 2229.51,1192.36 2229.73,1192.36 2229.94,1192.36 2230.16,1192.36 2230.38,1192.36 2230.6,1192.35 2230.81,1192.35 \n",
       "  2231.03,1192.35 2231.25,1192.35 2231.47,1192.35 2231.69,1192.35 2231.9,1192.34 2232.12,1192.34 2232.34,1192.34 2232.56,1192.34 2232.77,1192.34 2232.99,1192.34 \n",
       "  2233.21,1192.34 2233.43,1192.33 2233.65,1192.33 2233.86,1192.33 2234.08,1192.33 2234.3,1192.33 2234.52,1192.33 2234.73,1192.32 2234.95,1192.32 2235.17,1192.32 \n",
       "  2235.39,1192.32 2235.61,1192.32 2235.82,1192.32 2236.04,1192.31 2236.26,1192.31 2236.48,1192.31 2236.69,1192.31 2236.91,1192.31 2237.13,1192.31 2237.35,1192.3 \n",
       "  2237.56,1192.3 2237.78,1192.3 2238,1192.3 2238.22,1192.3 2238.44,1192.3 2238.65,1192.3 2238.87,1192.29 2239.09,1192.29 2239.31,1192.29 2239.52,1192.29 \n",
       "  2239.74,1192.29 2239.96,1192.29 2240.18,1192.28 2240.4,1192.28 2240.61,1192.28 2240.83,1192.28 2241.05,1192.28 2241.27,1192.28 2241.48,1192.27 2241.7,1192.27 \n",
       "  2241.92,1192.27 2242.14,1192.27 2242.36,1192.27 2242.57,1192.27 2242.79,1192.27 2243.01,1192.26 2243.23,1192.26 2243.44,1192.26 2243.66,1192.26 2243.88,1192.26 \n",
       "  2244.1,1192.26 2244.32,1192.25 2244.53,1192.25 2244.75,1192.25 2244.97,1192.25 2245.19,1192.25 2245.4,1192.25 2245.62,1192.25 2245.84,1192.24 2246.06,1192.24 \n",
       "  2246.28,1192.24 2246.49,1192.24 2246.71,1192.24 2246.93,1192.24 2247.15,1192.23 2247.36,1192.23 2247.58,1192.23 2247.8,1192.23 2248.02,1192.23 2248.23,1192.23 \n",
       "  2248.45,1192.23 2248.67,1192.22 2248.89,1192.22 2249.11,1192.22 2249.32,1192.22 2249.54,1192.22 2249.76,1192.22 2249.98,1192.22 2250.19,1192.21 2250.41,1192.21 \n",
       "  2250.63,1192.21 2250.85,1192.21 2251.07,1192.21 2251.28,1192.21 2251.5,1192.2 2251.72,1192.2 2251.94,1192.2 2252.15,1192.2 2252.37,1192.2 2252.59,1192.2 \n",
       "  2252.81,1192.2 2253.03,1192.19 2253.24,1192.19 2253.46,1192.19 2253.68,1192.19 2253.9,1192.19 2254.11,1192.19 2254.33,1192.19 2254.55,1192.18 2254.77,1192.18 \n",
       "  2254.99,1192.18 2255.2,1192.18 2255.42,1192.18 2255.64,1192.18 2255.86,1192.17 2256.07,1192.17 2256.29,1192.17 2256.51,1192.17 2256.73,1192.17 2256.94,1192.17 \n",
       "  2257.16,1192.17 2257.38,1192.16 2257.6,1192.16 2257.82,1192.16 2258.03,1192.16 2258.25,1192.16 2258.47,1192.16 2258.69,1192.16 2258.9,1192.15 2259.12,1192.15 \n",
       "  2259.34,1192.15 2259.56,1192.15 2259.78,1192.15 2259.99,1192.15 2260.21,1192.15 2260.43,1192.14 2260.65,1192.14 2260.86,1192.14 2261.08,1192.14 2261.3,1192.14 \n",
       "  2261.52,1192.14 2261.74,1192.14 2261.95,1192.13 2262.17,1192.13 2262.39,1192.13 2262.61,1192.13 2262.82,1192.13 2263.04,1192.13 2263.26,1192.13 2263.48,1192.12 \n",
       "  2263.7,1192.12 2263.91,1192.12 2264.13,1192.12 2264.35,1192.12 2264.57,1192.12 2264.78,1192.12 2265,1192.11 2265.22,1192.11 2265.44,1192.11 2265.65,1192.11 \n",
       "  2265.87,1192.11 2266.09,1192.11 2266.31,1192.11 2266.53,1192.1 2266.74,1192.1 2266.96,1192.1 2267.18,1192.1 2267.4,1192.1 2267.61,1192.1 2267.83,1192.1 \n",
       "  2268.05,1192.09 2268.27,1192.09 2268.49,1192.09 2268.7,1192.09 2268.92,1192.09 2269.14,1192.09 2269.36,1192.09 2269.57,1192.08 2269.79,1192.08 2270.01,1192.08 \n",
       "  2270.23,1192.08 2270.45,1192.08 2270.66,1192.08 2270.88,1192.08 2271.1,1192.07 2271.32,1192.07 2271.53,1192.07 2271.75,1192.07 2271.97,1192.07 2272.19,1192.07 \n",
       "  2272.41,1192.07 2272.62,1192.06 2272.84,1192.06 2273.06,1192.06 2273.28,1192.06 2273.49,1192.06 2273.71,1192.06 2273.93,1192.06 2274.15,1192.05 2274.37,1192.05 \n",
       "  2274.58,1192.05 2274.8,1192.05 2275.02,1192.05 2275.24,1192.05 2275.45,1192.05 2275.67,1192.05 2275.89,1192.04 2276.11,1192.04 2276.32,1192.04 2276.54,1192.04 \n",
       "  2276.76,1192.04 2276.98,1192.04 2277.2,1192.04 2277.41,1192.03 2277.63,1192.03 2277.85,1192.03 2278.07,1192.03 2278.28,1192.03 2278.5,1192.03 2278.72,1192.03 \n",
       "  2278.94,1192.02 2279.16,1192.02 2279.37,1192.02 2279.59,1192.02 2279.81,1192.02 2280.03,1192.02 2280.24,1192.02 2280.46,1192.02 2280.68,1192.01 2280.9,1192.01 \n",
       "  2281.12,1192.01 2281.33,1192.01 2281.55,1192.01 2281.77,1192.01 2281.99,1192.01 2282.2,1192 2282.42,1192 2282.64,1192 2282.86,1192 2283.08,1192 \n",
       "  2283.29,1192 2283.51,1192 2283.73,1192 2283.95,1191.99 2284.16,1191.99 2284.38,1191.99 2284.6,1191.99 2284.82,1191.99 2285.03,1191.99 2285.25,1191.99 \n",
       "  2285.47,1191.98 2285.69,1191.98 2285.91,1191.98 2286.12,1191.98 2286.34,1191.98 2286.56,1191.98 2286.78,1191.98 2286.99,1191.98 2287.21,1191.97 2287.43,1191.97 \n",
       "  2287.65,1191.97 2287.87,1191.97 2288.08,1191.97 2288.3,1191.97 2288.52,1191.97 2288.74,1191.97 2288.95,1191.96 2289.17,1191.96 2289.39,1191.96 2289.61,1191.96 \n",
       "  2289.83,1191.96 2290.04,1191.96 2290.26,1191.96 2290.48,1191.95 2290.7,1191.95 2290.91,1191.95 2291.13,1191.95 2291.35,1191.95 2291.57,1191.95 2291.79,1191.95 \n",
       "  2292,1191.95 2292.22,1191.94 2292.44,1191.94 2292.66,1191.94 2292.87,1191.94 2293.09,1191.94 2293.31,1191.94 2293.53,1191.94 2293.75,1191.94 2293.96,1191.93 \n",
       "  2294.18,1191.93 2294.4,1191.93 2294.62,1191.93 2294.83,1191.93 2295.05,1191.93 2295.27,1191.93 2295.49,1191.93 2295.7,1191.92 2295.92,1191.92 2296.14,1191.92 \n",
       "  2296.36,1191.92 2296.58,1191.92 2296.79,1191.92 2297.01,1191.92 2297.23,1191.92 2297.45,1191.91 2297.66,1191.91 2297.88,1191.91 2298.1,1191.91 2298.32,1191.91 \n",
       "  2298.54,1191.91 2298.75,1191.91 2298.97,1191.91 2299.19,1191.9 2299.41,1191.9 2299.62,1191.9 2299.84,1191.9 2300.06,1191.9 2300.28,1191.9 2300.5,1191.9 \n",
       "  2300.71,1191.9 2300.93,1191.89 2301.15,1191.89 2301.37,1191.89 2301.58,1191.89 2301.8,1191.89 2302.02,1191.89 2302.24,1191.89 2302.46,1191.89 2302.67,1191.88 \n",
       "  2302.89,1191.88 2303.11,1191.88 2303.33,1191.88 2303.54,1191.88 2303.76,1191.88 2303.98,1191.88 2304.2,1191.88 2304.41,1191.87 2304.63,1191.87 2304.85,1191.87 \n",
       "  2305.07,1191.87 2305.29,1191.87 2305.5,1191.87 2305.72,1191.87 2305.94,1191.87 2306.16,1191.86 2306.37,1191.86 2306.59,1191.86 2306.81,1191.86 2307.03,1191.86 \n",
       "  2307.25,1191.86 2307.46,1191.86 2307.68,1191.86 2307.9,1191.85 2308.12,1191.85 2308.33,1191.85 2308.55,1191.85 2308.77,1191.85 2308.99,1191.85 2309.21,1191.85 \n",
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      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob_ODE = ODEProblem(malaria_RossMacdonald, u0, tspan, params)\n",
    "sol_ODE = solve(prob_ODE, Tsit5())\n",
    "\n",
    "plot(sol_ODE,\n",
    "  lw = 2,\n",
    "  label = [\"infected hosts - ODE model\" \"infected vectors - ODE model\"],\n",
    "  ylabel = \"population density\", xlabel = \"time\", \n",
    "  title = \"Ross-Macdonald Composite Models\"\n",
    ")\n",
    "\n",
    "\n",
    "hist(p, t) = u0\n",
    "alg = MethodOfSteps(Tsit5())\n",
    "prob_DDE = DDEProblem(malaria_delay, u0, hist, tspan, params)\n",
    "sol_DDE = solve(prob_DDE, alg,abstol=1e-12,reltol=1e-12)\n",
    "\n",
    "plot!(sol_DDE,\n",
    "  lw = 2,\n",
    "  linestyle = :dash,\n",
    "  label = [\"infected hosts - DDE model\" \"infected vectors - DDE model\"],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The plots demonstrate that the mass action bloodmeal model causes the density of infected hosts and infected vectors to vanish, whereas in the Ross Macdonald models the densities stabilize. These observations suggest that the Ross-Macdonald models are better suited to this modeling problem. On the other hand, the ordinary and delay differential equation Ross-Macdonald models reach the same equilibrium, although they exhibit different transient behavior before settling down.\n",
    "\n",
    "This structured approach to model composition benefits the modeling workflow by providing tools to rapidly explore  variations on model strucure in order to evaluate the cost-benefit tradeoffs for different models. In this case, we determined that the assumption of mass action is inconsitent with observed phenomena and that the ordinary and delay differential equation Ross-Macdonald models have equivalent  equilibrium behavior. Modelers can thus consider their purpose in studying either transient or equilibrium behavior when deciding if the additional computational requirements of a DDE model are worth the improved fidelity to the transient phenomena. \n",
    "\n",
    "This interactive model exploration environment where changes in a model's behavior can be tied back to changes in the model strucure, enables scientists to spend more time on their domain science and less time building, running, and analyzing software systems."
   ]
  }
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