diff --git a/src/julia/CFIES_nov_2022.ipynb b/src/julia/CFIES_nov_2022.ipynb
index 15b4cbee26cd71be36a8fefc885b1d818bd32c56..327924e109faea686c37d0481a6f3b7d580228cc 100644
--- a/src/julia/CFIES_nov_2022.ipynb
+++ b/src/julia/CFIES_nov_2022.ipynb
@@ -6,9 +6,7 @@
"source": [
"# Introduction à `julia` pour les statistiques\n",
"\n",
- "Les fichiers sont disponibles ici : \n",
- "\n",
- "[https://gitlab.irit.fr/toc/ens-n7/tutoriels/etudiants](https://gitlab.irit.fr/toc/ens-n7/tutoriels/etudiants)\n",
+ "Les fichiers sont disponibles ici : [ressources](https://gitlab.irit.fr/toc/etu-n7/tutoriels)\n",
"\n",
"dans le répertoire `src/julia`\n",
"\n",
@@ -33,27 +31,9 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "α = 1.0\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "2"
- ]
- },
- "execution_count": 1,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"α = 1. # \\alpha + TAB\n",
"println(\"α = \", α)\n",
@@ -69,18 +49,9 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "typeof(a) = Int64\n",
- "typeof(b) = Float64\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"a = 1\n",
"println(\"typeof(a) = \", typeof(a))\n",
@@ -97,23 +68,9 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "3-element Vector{Int64}:\n",
- " 1\n",
- " 2\n",
- " 3"
- ]
- },
- "execution_count": 42,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# v est un vecteur d'entier (tableau à 1 dimension)\n",
"v = [1,2,3]"
@@ -121,21 +78,9 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "1×3 Matrix{Int64}:\n",
- " 1 2 3"
- ]
- },
- "execution_count": 4,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# v2 est une matrice\n",
"v2 = [1 2 3]"
@@ -143,22 +88,9 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "2×3 Matrix{Float64}:\n",
- " 1.0 2.0 3.0\n",
- " 4.0 5.0 6.0"
- ]
- },
- "execution_count": 5,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# A est une matrice de réels (tableau à 2 dimensions)\n",
"A = [1 2 3;4 5 6.]"
@@ -166,47 +98,18 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Matrix{Float64}\u001b[90m (alias for \u001b[39m\u001b[90mArray{Float64, 2}\u001b[39m\u001b[90m)\u001b[39m"
- ]
- },
- "execution_count": 6,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"typeof(A)"
]
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "2×3×2 Array{Float64, 3}:\n",
- "[:, :, 1] =\n",
- " 2.0e-323 1.5e-323 2.44474e-314\n",
- " 4.0e-323 1.6e-322 4.94e-322\n",
- "\n",
- "[:, :, 2] =\n",
- " 4.94e-321 1.0e-322 1.5e-323\n",
- " 1.235e-321 2.1267e-314 1.6e-322"
- ]
- },
- "execution_count": 7,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# A est un tableau à 3 dimensions\n",
"A = Array{Float64, 3}(undef, 2, 3,2) "
@@ -221,18 +124,9 @@
},
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "A*B = [1.0 2.0 3.0; 4.0 5.0 6.0; 7.0 8.0 9.0]\n",
- "A .* B = [1.0 0.0 0.0; 0.0 5.0 0.0; 0.0 0.0 9.0]\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"A = [1. 2 3 ; 4 5 6 ; 7 8 9]\n",
"B = [1 0 0 ; 0 1 0 ; 0 0 1]\n",
@@ -249,21 +143,9 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "A = [1.0 2.0 3.0; 999.0 5.0 6.0; 7.0 8.0 9.0]\n",
- "objectid(A) = 14072187456381207373\n",
- "objectid(B) = 14072187456381207373\n",
- "objectid(a) = 7025260775834392554\n",
- "objectid(b) = 6474972760534518197\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"B = A\n",
"B[2,1] = 999 # Comme en python A va être modifiée\n",
@@ -289,20 +171,9 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "fct (generic function with 1 method)"
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"function fct(x)\n",
" return 2*x+1\n",
@@ -311,43 +182,18 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "ename": "LoadError",
- "evalue": "invalid redefinition of constant fct",
- "output_type": "error",
- "traceback": [
- "invalid redefinition of constant fct",
- "",
- "Stacktrace:",
- " [1] top-level scope",
- " @ In[11]:1",
- " [2] eval",
- " @ ./boot.jl:368 [inlined]",
- " [3] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
- " @ Base ./loading.jl:1428"
- ]
- }
- ],
+ "outputs": [],
"source": [
"fct = [3,6]"
]
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "empirique([1.,2,3],1.5) = 1\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"\"\"\"\n",
" calcul le nombre d'éléments dans t < à une valeur x\n",
@@ -360,59 +206,18 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "ename": "LoadError",
- "evalue": "MethodError: no method matching empirique(::Vector{ComplexF64}, ::Float64)\n\u001b[0mClosest candidates are:\n\u001b[0m empirique(\u001b[91m::Vector{<:Real}\u001b[39m, ::Real) at In[12]:4",
- "output_type": "error",
- "traceback": [
- "MethodError: no method matching empirique(::Vector{ComplexF64}, ::Float64)\n\u001b[0mClosest candidates are:\n\u001b[0m empirique(\u001b[91m::Vector{<:Real}\u001b[39m, ::Real) at In[12]:4",
- "",
- "Stacktrace:",
- " [1] top-level scope",
- " @ In[13]:1",
- " [2] eval",
- " @ ./boot.jl:368 [inlined]",
- " [3] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
- " @ Base ./loading.jl:1428"
- ]
- }
- ],
+ "outputs": [],
"source": [
"println(\"empirique([1.+2im,2,3],1.5) = \", empirique([1.,2+2im,3],1.5))"
]
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "1\n"
- ]
- },
- {
- "ename": "LoadError",
- "evalue": "MethodError: no method matching fct1_1(::Int64)\n\u001b[0mClosest candidates are:\n\u001b[0m fct1_1(\u001b[91m::Vector{<:Real}\u001b[39m) at In[14]:1",
- "output_type": "error",
- "traceback": [
- "MethodError: no method matching fct1_1(::Int64)\n\u001b[0mClosest candidates are:\n\u001b[0m fct1_1(\u001b[91m::Vector{<:Real}\u001b[39m) at In[14]:1",
- "",
- "Stacktrace:",
- " [1] top-level scope",
- " @ In[14]:5",
- " [2] eval",
- " @ ./boot.jl:368 [inlined]",
- " [3] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
- " @ Base ./loading.jl:1428"
- ]
- }
- ],
+ "outputs": [],
"source": [
"function fct1_1(x::Vector{<:Real})\n",
" return 1\n",
@@ -423,118 +228,9 @@
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- ]
- },
- "execution_count": 15,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"empirique2(t,x) = sum(t.<x) # calcul le nombre d'éléments dans t < à une valeur x\n",
"u = rand(1000)\n",
@@ -553,18 +249,9 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "fct_g(5) = 25\n",
- "fct_g(abc) = abcabc\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"fct_g(x) = x^2\n",
"println(\"fct_g(5) = \", fct_g(5))\n",
@@ -573,18 +260,9 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "h(1) = 3\n",
- "h(1) = 3\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"δ(f) = (x -> f(x+1)-f(x))\n",
"function δ1(f)\n",
@@ -608,17 +286,9 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "h1.([1 10 100 1000]) = [3 21 201 2001]\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"println(\"h1.([1 10 100 1000]) = \", h1.([1 10 100 1000])) # la fonction vectorielle est définie"
]
@@ -632,20 +302,9 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "fct1 (generic function with 1 method)"
- ]
- },
- "execution_count": 19,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"function fct1(x::Real)\n",
" return x+1\n",
@@ -655,28 +314,9 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "fct1(1) = 0\n",
- "fct1(1.) = 2.0\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "fct1 (generic function with 2 methods)"
- ]
- },
- "execution_count": 20,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"function fct1(x::Int)\n",
" return x-1\n",
@@ -718,133 +358,9 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "type de dist = TriangularDist{Float64}\n",
- "params(dist) = (0.0, 2.0, 1.0)\n"
- ]
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- "execution_count": 52,
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+ "outputs": [],
"source": [
"using Distributions\n",
"using Plots\n",
@@ -869,250 +385,9 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": null,
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- " 2352.76,47.2441 \n",
- " \"/>\n",
- "</svg>\n"
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- },
- "execution_count": 22,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# plot de la fonction de répartition F(x)\n",
"p2 = plot(a-1:0.01:b+1, x->cdf(dist,x), linewidth=2, xlabel=(L\"x\"), ylabel=(L\"F(x)\")) \n",
@@ -1123,422 +398,9 @@
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": null,
"metadata": {},
- "outputs": [
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- "execution_count": 53,
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+ "outputs": [],
"source": [
"# Génération de nombres aléatoires\n",
"t = rand(dist,10000)\n",
@@ -1555,157 +417,9 @@
},
{
"cell_type": "code",
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- ]
- },
- "execution_count": 24,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"n, p, N = 10, 0.2, 10^3\n",
"bDist = Binomial(n,p)\n",
@@ -1730,29 +444,9 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[2.0, 2.0]\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "2×2 Matrix{Float64}:\n",
- " 3.07787e-15 1.0\n",
- " 2.0 1.0"
- ]
- },
- "execution_count": 25,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"using ForwardDiff\n",
"\n",
@@ -1800,20 +494,9 @@
},
{
"cell_type": "code",
- "execution_count": 58,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "algo_Newton"
- ]
- },
- "execution_count": 58,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"using LinearAlgebra\n",
"using ForwardDiff\n",
@@ -1879,20 +562,9 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "algo_Newton"
- ]
- },
- "execution_count": 59,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"\"\"\"\n",
" Résout par l'algorithme de Newton Min f(x)\n",
@@ -1907,232 +579,9 @@
},
{
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- ]
- },
- "execution_count": 68,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"using Plots\n",
"using LaTeXStrings\n",
@@ -2156,39 +605,9 @@
},
{
"cell_type": "code",
- "execution_count": 69,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "(2.25, -0.703125, 3.0625, 4.5, 1)\n",
- "(1.5694444444444444, -1.850293459933699, 0.46315586419753085, 3.138888888888889, 2)\n"
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "┌ Info: Saved animation to /Users/gergaud/Control/Publi/CFIES2022/slides/Newton.gif\n",
- "└ @ Plots /Users/gergaud/.julia/packages/Plots/kYFLA/src/animation.jl:149\n"
- ]
- },
- {
- "data": {
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iTfcKOHfFHM4rzwQbiwABGdH+79PQvQP3OIcgilGeaokirezmcpyP6nYC6IOC1iAZ1dJe0Om8IHKf4A0aqhA5SEBeYQfPsxgH3PSDGIPORM68ntvST/okY5+Dxvu7Vy4Rq/sDxAsABxcTnciP6/wxFv1yksowDRcD+3UjxT2JfX9ZBf/jyYsABe5j4rkQxJvosw7sFF37r15Yqw8CAAV0Ze+//GHivyiyj6pdT2EAiyRlumDpPpDub5vs9/e7e/kUZZQwCD8EX7xr9lQqsYT8udc9Odg9qcTRwILA1AHjdN+4ydV5UdVygdaxdILArAExId6/9crX3ctb7YWzVAAMdAW7vcR8CcUA9heBchhB4gT5VAAHcB/bFGCHnGCQZGCDraCSNaCNuEOFlAAkNB/EfeAXxWBYXV+ZbUW+yBnjhCEJEiEfWWEf4WEg7UWtgcOkQAJfEGDHWGDQIGDHKaDi8aDMxEDDnAM/5CFWwiFjyWFkTWBVsYVTdAAuCAQaviEGxgwHVgwH5gVTQULdHaHM8iGnOWGngWHDLcVedAAloBugv+4FlzIEV74E2CIZGK4amToEpZAAINQEI+oFpG4EZPoE5W4aJfIE562FJ4gABDniVqIh7sHgHu4MX1IFa8wAGFwEJ/ogHnodW3mgWFXFWS3BJy0i2gRihoxij1Riqt2ijuRikcRDQUAAglhjFyBjBmhjAIYgM/ojDoBjUXBDQXwAg2oi684iL1oOrNYNLX4FOYgZxCFENa4FdiIEdq4E8yIit6YE+AoFO5ge0xUjecIiYSIWoaoWtz4jfuIE/0IKRrQAHyzEPOoFfV4EfeoE/nYje24FPYgAwTQDA0xkVlRkRZxkTmRkQq5kUnRD0BAAKHDECKJFSRZESaJEyjJjwv/eRMNyRP9QAS18xAxqYGxyIG/yIfBuBT+QAYEwAlCmIYDCYoFqVsHyVtUCFxOMQcEwAgZaBBBaRUzSRE1eRM3yZA5aRM7mRN9UEwyCJRPyYtDqYdFSYtHiRSEwABosJZsuYbpCD3ruDUqORRZ9gRNSRBdOYR76UF9WTh/GRSZUAA4UI4RUZhU8ZUTEZY2MZY6WZY1cZY08QlyRmcTIZl6d5hRlJiqs5g+UQqCdnqh2ZbHGJXKNZXMVZXQhRSlEAFfdBGiWXykeUem+TuouRP0xQBApZuueY2wqV2yyV0JiZPBmROlsAEJ8FQYsZv+95a+iHihN3dDoQoUxlUZYZ26/+dJshiX7DiXPhELI9ZW4Xmc9Jic6bWc60Wb79WdN5CVHCGelQaf+SWf+9WcZPmcNKEKIzAAf9AR+ukUlCkRllkTmGmWmkkTnKkSsTACDvBkG5Gg/tabi/Sb1COgMaEKpIVOHqGhdcafCuafDEafEOYTIspCW0kRJroUCxoRDUoTD7qZEToTE2oSqkADL/BQIDGjSlGjEHGjM5GjErqjMtGjJFEKKyAE1zWk7kmRKIphKqphLOphPFEKNGAiLUWleomd6miefomeNOGlYWBfIkGkakamfGmmiommMuGlf2BgJOGmJXalJ5alKQagmQmiKZEJOyAJBQCeI6GnFsanRP/mp0a2pUp2E4TaCQTAnolapSPJqHfmqHkGqBAqqCYxCTuACgRwCXkXEopaYxy6TB6KPqBKEpNgBLiwAEFmEql6X5p6aJyaaJDaaDThD4hgBMfgAPuCErd6Xrl6abuaaZ6qo68KEv0ACFUQDRiQBSpxrF22qgDVqg/0rB7RD3rwBeggAj2wEtiKXMmqEe1AY6bCe3G3nYqHQ25gBusQpKBprJgqk+n6ENtABzpQAqVCDlZQeaFAKMuaar3aajBhD27gBu7QA1N6rfkqlDaxDaGQCgZAEHvgB/ogDaPRb0gqE0rKo0waE05aEe7wBXrQDyYSkBI7pjixHpVTAbv2D3T/cJwhGxMj26QlCxMnOxHmUAWA0A93MGouca6mta8QIbMCcQ0GAHnvgRBWQAs4dw57UabaCYyilxLmYASI4A+GkAC01hJIi1tK+xBMWxqnkRpjgBAtoHmVdwQqF3NNV7d2a3J0e7d623RFt7d+K3R9+7ciFw07gAjpIAkM0AqCu3KN0AiL+7g6F7grt49puw0GcC6RcHWeV55Za5RbaxLcQAOf0A+nIACjEBNlq1ln6xBpew8fgAwCkQZa0q6cC3pay50n4S2l8A+zoDzsSrYT65WruxD3sAukYAC7UG2J4AXbwAoVQA6GV7u9B6+/dxJKEgv/oAwMYAgzkbp7NbwK/5EOXvBr8EE+hZADVrALBuuusYeIs2cSwrACtfAP+RIHNOG9PWGkD5GzMLGzJtuzL/GzCxELK5AM/gAxXVAT+OtW2lpRCJmwrmUSUAou6iACGXS/wWuYcIqYcnqadMoRmUAD3OAPOWMD+GATCwxV4GuCB1tszbqk3uoQwGoE3GAYEMua3ZvBk7nCNdjC3fbCJBvDDBGtVXAz/2AilHYTKRxUPNyFPixvQMyzQqwQ7mAGDisQTgIlOLHEOaG/DsG/L+G/PgvALiHAA7EOVbCyb/I4g5kSXOxSDRzFOivHYzzFB8ENRuAwbwI6O/HGjdXEkvjE1kfHAUzGLWHG1UADk/9AJ7aCK32sw6MpEu0gDb9wcdewYWDsEmJcyHZMEEqyuwLBLMvzyDDbEfyQClxQA15AB3vQBlpQA35wcD3MvslHvcuXEbVAAvMbLuNyqkoMybzpEdKwB5sAKgTBD9KQCIEAvSxMy+bnvuiXERNMJ/XbxsBbyhpRDJXQeQhxDoVwFrMsve96u/FqEZMgwnQCMRLzE34cUcLsEMgcowwqyPFHyGVsyCwxoURcwwKBQUHRzvwUx9wqQkJcxV+wDgNRwtzcEwBNExeWCjUAKrfwu80szu1ryxRIEUELCOX4NFEjFA19TCNBCpsQbP9wDZvADiORyS2xyffsrdWwA4tMEEv/NBQhnUpXygo1KxD3kAorTc8oaM+HjM8r0ZCfXBB6E5EgDczXGRLkoANWAAm7cA7zsAk/7cwSiNFxCBEEvMsD8ThFcdMxcWGVQAumEAg5YAAtALsiwdIs4dJDDaqf8C0FwcdhzdTjCRI+PRDfsAk7/X5AfYNCnc9ErRKp2A/Bys8DQTuOfNfY7BHMkB7/cA/bYApXbdG1TM7VyxDr4AYHXRDJM8qODYsiwQxXUgwVEAryTJOB/YWDXdSFnRIu1rUcXRDewwjWjMJ4vZ8pIQ0F6NYrAdeEHZzPoMgGIT/GhBRiDRPJRSoK9dei2NqU+NqGHdsogVNuNDYFUUAHpBTL//0SyaXNq+PN4OzEWH2E0JyECjHXyWAQ/rwU3x1GySkNdLAJ5T0Q/SANmsHM4UyUnSuXn4vfj7AD1WAQK9RC8L3bCgqf/MAKbZADY0AHfvAGXlADb6C+1CfdpEjdsm3dJ1FCnX3Qc/Q0PdQU8d0SFzbJFlcM17CCwK0Swg3b7YjHtW0QNW3iCr6hG1yaHQycc6kkn4AQXhSmTHHiTfQRyPBPgH3eU5jeVUgQqiC/CAFHcvQURu5CsPkOdFACAmHMysrkb6jVifgP/nDO1cBJjMAAhgQVV95JG/EOkMDMOV6ZGr6MHH7dHm4SxOIOblDECEE7mxQVbV4/ySkLJRAEe/+QviZ9anW+jRAMXkVC45BJEKc0FYOOEuglDxh3BDyg1msACbKw6EuO2c8s5qwTv0GOEMBgS5Y+5zR6pVrYDsggCoEQBRVgBayQ4WB+iKaeOXMtDIzVDAyQ3FJx6SdxYV4uEB27CVZd0f5tu56rFv0w4AWOEAWEocXu6kWqtOTgBwXr7HD53+epFubwBWZgDhQtEOVQWlZh7MyzEu+QBpYN7tkJ7QCOFsX9CPLgMQee7myu7W9Kns8+vZqdFbEQAqrgD+vDDw4Vj1Xh7iWRXaHg3H266w/s5E9R5jTQ3v+wPh6Fw1QB8eHjEV5wBo1A8bpq8VSJ8U0R4uZAJ9fTBbn/mRUi3zfJ6QWbkA94wQybqvKzyfJLEdOIAJmIcwdsSvMAv6cfgfMCwQ+ykAg8z+g+z5yPLhQEDMoEgTRpTp1aUfNoc/PN3vRPzwyrXZKNjo93/uF5rhHTTgPPcEgIk0mI2vVJv6hLH/YDkQ+mAPWXPfDjHO1TYQ5mcO6cRCynQGJo4fVTA/YGsQ2BoNb09+IpEePVbRXJoMj9wFhoUkt6lRaK3zN3TxDbkAgVUAKYIA99H+72Pu5SoQokcC8KQSTLwAAHqhafPzGM/w+jr3mY8A4lIfkoQfkdPhX2AAgEzhDzMA0Xyha37xHZhfPfQPof0PtfTupZXfBBbwR64A4N/wEO7L4Wzd8Rzx8Eah0Kvp/y1o/evV4UBJzqDBEPImADZd/qj50RXmD659/z6d/k6y8UANFvEo1k/wweRIhQ34sU6RI+hBhR4kSKFS1eRBgJEkaOHT1+vHhvHkiKxEaSRPlPCzGL7/KlhBlT5j95L2fexHlx3r2cPTtyq2LGHEYkHsbR85lUqUalTXOKdBo14cqWNqVeBVkT61aPO7k2FbYikz+MWSZom4f061qKTNm+hQgVbk6qFV3OxWtQa965XvmmFLhCGMc7DKD9S/sXrlvFa+U2RlmX4l3IX/dW3uoXM0ZzZr5w42hIgTGDiTdjZXw66mPVGCVPpNza6WXZSv8114YY9hFZjJcStDpoGnfS1MOfnjQ+8bXE2Mlx0nY+83bywIM5nhIACqHw6DOLd4fJGvzB5RGbj08JHT3J6cO5fflijvfFWQku8duudn3K7/s9ij/tnG2uuWYbniAqD6Lz/PNIPQY5aq+2sCbppyNlGPhjvtL0e9Cj/jq0CMDNKvmgBhPJiSjBhxYE0SIHW6QoQtUEosE6jqxpIA4NN4Sxow97jEhEzCoppELlWLLLKiArenHJh2TcrJoq3Fhnx4rGmaCLiLhzUqIfuzxIyMoq8UMahyRSMSEWwUSoSTYRO7A2VUj45CN1ROhBIi7fzGgjPuNCrrVKShiigj3iTAj/ik1u2WUXZPiBNNJI26FHUksvxTRTTTfltFNPP6X0U1FHJbVUU9+Zx1RVV410HT12eMbUel5QIR5N35GHVV135dVSjXoFNthS53nn07zOqZAcHjYxMqEajvAi2j3Yobbaask5px1rt+W2W2+/BTdccccd95xzyEU3XXXXZddcdt+Fl1phaNDj3HXT6cEDcbT11t14/wU4YGsbaURggw9e119xlcSrkjZSRHIyhv/Ua2KKoeQrsFj+sdIiKiYoJ0YOKTboSzbFPM0PPyCuiuSE3GQTY7ze+4ykwqapaE+KTQYT5cYKEYWVRCpghuUkXW7T4j9lhisWEibp+CJDEiAt/+eRSea5S58VSyUQOhq5Bs2IYVOaT5jBZHotV2FFybdZdLp6Zz+R/mdr49JEaE2zy34zba7mRcQdlLAbBSOd/8zaSbuHw/sgvd88u0u/r7LnkRVqSam++wyPG/G5kV4ct8YNepzNyJ2cPKpqjHBjKJQuNKSjw/lMfMnQaxv9n9LBPH3J1JUKTBWYpsmxq85p/9zl22XLffcuewfyd5+kNAO0lMDJ8qPZ36wdyOVba55v08VHG9Gv/CmFhEyaJelOIUDans3ue/xetfDprhh/ON96rwpuoubIrGyAD/gdj3vJI1n9TnM//EGvR9KTCfrU5w8AYoQf+UIHewwoPwRSTP+Bm2Eg3RwIIwjCpH/VmMnHxoGS+IFpfjD6IGZCiLQRtqiEJJHg+mYSBwdYIyUt7NILWxTDyszQZTUE0Q0/csKbCIIByqigRYDoJCGCiIiQMSLJkNghJXKkH5+Y4E0kIQBbxGSKS6pih67YmCxSbIsP6uJFmHiTUSTgFDI5I5DS+KA1KqaNf3ojg+JIkX5kIgR1wsksBHAJ6WzQhR38Ux//8se96W+QEnmGEaoXRY8MIwGM2Ecj9bdHBkmSL5SEHPkkZ76ZuOMRJCgFJz1CPB3dJI89IqV/TJkXVI7PkqyMSS12oAfX4QR7YMjJLWGUy/3sEi+95J0qUQdMlJhDDzT/wFxP0IGB9yXTkUGEJJ+cORdoPk+avqPmR/yhihUEzicC1EdPlNkiZq5nnHApp5MC6Z9LVuMLRniGLD/CDxyIQB0+mSeI6omee74ln0va537i6MoVfEKgIHkCBkKG0G9SMZxvaihbHgqkiK6ni7WgQfWaUgYHZMM2HUXjR08WqPWMtEclRc8NufGqbCrFicpoSkI7tNDxhHQtNoURTscDQXtk4mn2cMoYyxhUmOpRpj2jKXqQ2iKlgkd6wtiBG/7nFE7YMSpCfRBRwWPUr2wVRF3tTup2uoNaUNAprbCPVNDKILV2h61ccWuH4Bodv9ljEk+VSjA+edEfVhWXV9Va/1bHE9gHDdY5aYsFvcYalWY0gA9Y2at/+hqdv26FsgyybHJkVg0z0BUr3ZhAGTLj2GVCVnGSBc9p/ZNa40DJHIioaD8Ym5JtdhO0tKWnbW2H2+7odj+8HU6EvtjOYkolHiawQTxnO0rleo+50XHueqCLm/YIwwhfeAZXCJqCeHwltPsZrXNKi5Xwome8tbmNP+k6XJlkdKNcee964puc+V6lvuO5r2z88lv1QfUrYHCANtgSYPQM2DgFlsqBwZPg1uzEHYd9RJXW8ocGQIO/osSfhYeD4ahouDscVg08SrECPWz2K4xgAC9OjGK6qRg3LHaKi6MD482YtwrJ2LFMyv/aiiTjEbkK7S79vuscITuHyJBJRhWMEIt0SgWv2unLk4caZRhOOTlVTs6V/8JaGqiiH5cECTA+mRcKj8fHtQFyU9BsHDXPDBANJgucPdIMBnyWzmJOK5mHaOa7jY055yQppNfDDUQ8bR3b6bJSYIuGv9QZPHeWTZ6Vsufh9Hkt5nhECB5R3dJk2iflwAAVFOPp7oC6NaJOCqlxY+qtrMOpgLDek1ydk+vaAD+dRjRfFW1FRjPO0eaRdFKjbZx1HBbYABS0Rfhhg1o1htbRsbVqcO0TXdeG107xNQnEyj6IZLsiRcmgt5Mt2mWrsdmie7aCpv3Wfaum2jT+HyfdPZH/LkS4Mt92TrhPM+6elFs25+6JOQ5bY3ZPZOARuUOJMYPw5Ch8MwynS75X1O/KkrwxEieBHlDI2Is/BMfD2AzHjeNxzIAcJw5vDcRlQukQIMLGEBo2TDghAODEfN7wrTcf7407kavJ5Lt9+lwoTQKfszDogxsAmI3OXf3Z/CY4V43OSfIMN6xgEqzW3tVBwos5q0bmw6F5Zbw+E7CfRuwd8UctvkCDT1zajGr3yDIwpOCjCzjppVw685qet6iLt/GUU4URjKAKezQ5IS23hgM4TXiu42/uMqn7Zu5eEV/T4As9tSXgMQJrWeO38BU+vC4TD77FO+7xCL59UrjxSjcU/wShqrdIPERgg4pvPcWxb+bs7Vd70uX+xc7HiTD0oOpg/z4nC+k2eV9vZ+TbU/kLZL7uoG/l8cPEHpHfwScE5xR3w7u32/909xn6fRCG33n6LD9JuDGJFZgB9ewHvokwCwl7v86jm8+LidDDjNETBjegOhTKjADEOMO4LPirNfkrKvpbC2nYhFSQB7FpmQbKP4xYh0/YASNQv7WAM9GoGtWyQHDDwLXSQK6ghQ9ohDGIAqVRwMo4t2cAhBDQAxtRQQlMCN8ougo0QNCZwa04AlP4h3zQAVkwGonRnz5bh1IwAhrIBPmwPJgYJOzQOiQ8vq5bwqs4BwNAln9IhECYQv+yqcIRhIhk+EE3qCu76gsiNAjNOTbCesGEi0G/KkOpkAYDOAhMeBiICAI/wIRKqIRQoId5gMRInAd5CAdvsMRLxMRM1MRN5MRO9MRPBMVQFMVRJMVSNMVTREVSdAUGsINUdMVXhMVYlMVZ1ERFUARaxMVcDMVwkMRe7MU9ZItBLMRDfIgg+JpEaIRN8EVIpERddMZnhMZolEZYdAYBaMVpxMZs1EZU1AVd2MZvLEVeXEZfBMa1OMM0XMM2fLQ3VIpnsJwqKAW/2zgJxJ4rqLwuDDP9oYc+JLBAlIomfEIekEIEsT84NDfoM4dMyMJHgEC3C8A7yROJ4kfj2EcyxI3/GrzBHFRHaGPHmVgHVTCDEAAEYSi+efwI7KsHfppIzEgHTNiEQCAHZmDEVFjJH/NHQezAdwDBoxHBmLCHWJg+N6A8fIxAj7ggD4g3iXyTdkiEdviHTeACSOiHM/iAmsSzm+SlguxIkLCHWvjBL/gEtCMv1fuY/1JKNqmEbTCIUDCAb/iHZLTKUMPKZ9LKnvSIrvyzKviE6iMswLsZLorLv9iFgwiEIDiIivS8uSSnuhQhSOtKPSABveRLr1K7qWlBQQpMyAiCQjjMzFw4xcQnxqQhVVoHoAwBsAw4Qbo6t7Ehz/wLcjAAVujMg2CGW3DKSAJNhxLNI+IbbiiFkDSD/1KQDxsKOsIhIdfkC1YwALX8B2ZABqTgBz8ohnMoBGkoSSl7kB2EDPXoh2SYBCOgsViQRxIaNj08TjZhhhqQQjr4gINIBHZAClngzH+4Bi3AzezcTS2yitIEhBXYgUcgyfKpCNiJHuR8C1KoAWm4hUEhB33YhGK4B6TYg00wiHtAQ3HKTZHKTzfKh2fIhCoIATPYS6KMrkyjJd8xULbIB1LABCmUhkgIhWvoh4qEAic0iApABgzFzxB0Gd+EzB1AhFqAKjvsmy7DHi1BUX1EihxIBYPohw+4BR1lEO2cC3OIBUTYgZTby3K8mHRyH8lJ0caoyCGw0X+ogPBTuh3lyf8uMYdaQAQjCNFMCCh/GD24kBEBIiDUCVPFqMgxoNAnNABpkFL/oNKr4IZYAAQ4NYNMSAYHO4g6fYsIOcqkTFL8qchKiASDIIcS4NLlUlMq7JB+eIZPuCZ1+4RncNSHgNQJAyYVipk9/YuK/AYviCdSqIT7nNINjY5DfQQQ3QFAUAUIJFKIWNUhfAge8qFXVVKDYIZQSAVRuE7szFUedQ5uqIVJMIMVWAE3yARhEDGOKFb3Mp+fIlHXW9bE/FQ3xI1+qAZVeIRsJQEzmIRYsB4K4q9wBTBEkaqlgVW+QMwDzNCj0tW/4AZhyIRElYCwyoRaAI1hJQl8LUqDqKM74tf/cwXYdF3Hv7CHaoiFgwVREvgCRCiFZFg/h4UJiAWtA1EkRrqYfs2Lf1VCjOVItliHZ6iFTECEvUtYN3iEkRVLn0DZq/AKTwIlknk73IBZ5QnYthrYm+gHbniGWPgERHCDKiCBnUWET6iFaqgQey1XJjFIBbsHWvraArRUl8ULBISJ8LIHc3gGYZDaSQAENwBPCViBKcnaWEiG4eSLoNUrbZgAZEKao62NpE2gpQUs0WzbdTAHbqiGZ3hbuFWFUsiESUCEuf0nGggBCSCBHfgCN0CESSiFWkiGgCMLry3b9Ajb1hgHbsIfwpUNw/UgxDWt8JsECcDd3A2B3aWBEzyv/8/VA0B4hEn4hFKIBWF4hmoQMQ0xWdFb3dPA09dF27mQXVwl1PCjlH6wh34QLouww+YlP7ohKBGgVJeB3dao3kHdj0L9C79tiowCBzxUSYuN2Wld09FEGpbKhpYzW7pJX5CiXfpqWl8imZ/aH+mlX6WVWX3bSj7Z1wOmm/NVjf+dqQUeuQZmk7KiWAge3OmFCwrGKgt2OgzuErxi2VazJA9+CxCOLBFmPBJeEsViBA3h3+hSYbZg4dtyYduD4R7pLEPDtBRO4MPd4ebr4RaBLdkSNiE+W4u0X1BtTDApri2R37P03xt2jAA2sAGOpi4pNu1aYgRuYnR9YnWN4iVZr//2omImvmInvl5q5U0n8S+Lq2KTwuKvyGFPLeOMPeMegTAC1JM6zqk75oo89q4iFr8j3g8SM7EYEeSlIuStMGRpfeP7jWMYwTEdy5lH9qpIxopJLjNEvj+Iel6uWDJZqmHtG+LZFeVSdt4W+TLD4eS48uSrAOVFa2VF7g45YwSgY2OkuWVmy2W7ZBBCA2KdmGU+XGXrXV8uNqcH2bSuSGYxbGMyrmQoxl//YL20+2WXCWZ7G+Y+Ro9i69RN7maS+eY03eOZFWfw2Lbsk+Zzpph0Rrxwzmb0cD/4mWYXXGb1rSlnxr/1KDhA5mYxruaLXWcGJubuyLjDsDp5/hN6lj3/e77k7ng5L9zn/gXmWpYKtU0J9u1bV8aJoTvChzbojXbjZoZj/eyOU8g6PMpoG+5nAKZolnYOtutlmIZoPpHo5KtpDnUOwfuD1NvpN+lp7/tpQBJpmMi8zZOOmFblMUboazbje66NbcaJVDZXqa5fqpYIZGBOumGGsMEN4SO+nBhr/ZEGQcWftdafayia2vgFgiGYdCi+3PEDUdCfQvhT2cA+NcaJRMAE/WmEWx1D/MGERohWxaiEKcCExz6Th8BraMUfvsaNfM4JwSZsw+6xP4wOTEgE3CCSxZ7sxe4Sy5aNAUwKzcafwk5ClwFt0Z4CwRaHnaSIvDZtJ0Ft1SgM/4f2CdamG9c+bLqJbcVoB3IQB+RWboNIBUgIhT34ABmFiA+ogA+w7haIluzW7hbgAe327u8G7/AW7/Em7/I27/NugRw47/Vmb/b+AQb4gTFo7/ZO7/m27/vGb/w2kfzm7/72b+/e7/8W8AFv7wAv71C4ClNogQVn8BpgNzpgQ4gQhcfeBEwIhUbB8AxPBVnI8A738A8H8RAX8REn8RI38Q038RRXcRX/hV1o8RVfcVbgcBin8Rq38RqX8RvX8R3n8Q6XBVbo8SAXchj/cRMna77AhDXQnyVn8iZ3cjZBkX9ghyPg7Ce38ivH8ixvjSCAlhI4g9vU8jAX8zEn87NiBv9iCOsyV/M1Z/M2d/M3h/M4l3OnIIcN/0CkOYdiYGuX4QdkSAVa0OLKSIdbMAVaiGykkQY0hZFvyPBDXxJpKIE9GIMhYAeXKQQD+IAId5k2CII9sIIacEuSSYQx8AMvKAHpdplvKIESyG0YIYUSGINYP3In2YPQ7gctQHCS+QZ6SEekOfIxaAT9eQPFRpphb0+XIYU3oJgPKAaD2IQzoJte1x8/CG38OYPBdplUoINiYHVkH4NbYAYw1qflNAhZMEykkXa6kYYPiGuS2YUxyIE9uHOKOQcdIAdub/UWIYUjWINniXInaQdy/wdZ8IFo13SkEYccCIV8bxFx2IVQaAH/WmD4B6EDJ8R3l9GueziDg18SojEIUfACg8cfcgiCKqebULACktmGCvCDQGiDCgiE2qYbUpgCNlkDTKiQNzD5P0l3ej+CTGXySFADkmEHVjD6SqgAWXB0iikEOph48CiGDyCSEvj3P6GFwgyCQKAFl0mDTA+EQMh1ikmDZPSDCmh2url4kqn1TWDPdu8SZogETAh1kmEGUbB7UXB7PpEFUrj7KCUZZNiERgiFuUcacihTikEGTHBumZ/zxnf8x4f8yJf8yaf8yrf8y8f8zNf8zef8zvf8zwf90Bf90Sf90jf900f91Ff91Wf91nf914f92Jf92S+G5maGZwX62df96N3HH2bYemQoAWkQhRbg/eI3fj6RzYE/gies9ON3/ucHkkSoduin/upnkCMYyKW2/u3nfpBIhXOATbf8Bll4+u43//Nvim/4AA4cgm9oh03QfvSX//n/B1YwhWv4hlBghUCn//4HiH8CBxIsaPAgwoQKFzJs6PAhxIgSJ1KsaPEixowaN3Ls6PEjyJAiR5IsafIkypQqV7Js6fIlzJgyZ9KsafMmzpw6d/Ls6fMn0KBChxItavQo0qRKlzJt6vQp1KhSp1KtavUq1qxat3Lt6vUr2LBix5Ita/Ys2rRq17Jt6/Yt3LgaAwIAIfkEBWQAAAAscQBKAM0BGwEACP8AAQgcSLCgwYMIEypcyLChw4cQI0qcSLGixYsYM2rcyLHjRXByRnkcSbKkyZMoU6pcybKlR32cREhC57KmzZs4c+rcybPlsiddpvUcSrSo0aNIk05EZ+jFKaVQo0qdSrVqxX6nVAiiabWr169gw9a0BgaJMrFo06pdyxYhOUYmLrWdS7eu3aOzbNwZd7ev37+APYKLg4NX4MOIEysuiI+TCUn1FkueTJntMCFotFXezLlzVHR/nHoeTbr0TawqDKkzzbq1647QqFyB9rq27dsNmZrgxA+379+48/IpB7y48dLWyghR5u+48+eS40kScUkf9OvY/wLrgaZb9u/g2Y7/42PDVvjz6L3CFMEocvr38JP+DBq/vn2eTEXf38+fJdYUW/Un4IAkkWUWgQgmeJF0u+2j4IMQOpSXHMRFaOGFBA1WGIYcWtjYY+51KCKCl2U24okDgqYfiizah5pqLcYYX2yzyWgjerqN0s+NPH4nXIU9Bulccss1J+SRwElHnXVINonbdmiA4+SUtY1XHpVYsrZee1l2Odp8QnkpZmX5PTXmmYv9FyCabB5m4FltxukXg5w4KOeddU0IJJ58qqWhYX0GitaHkAlqKFglanboolWVI8iKjEaq1IurSWopUjTSdummROW4I6eg7vRjqKTiRCRzpabakpLVqeqqSlBK//nqrCVZaR6tuHa0ZYi59noRmL4Ga1GZwhY7ERsAcmXssgxZ40IKcDIrLULSqcCGI9Nma9CEfGnrLQB/fustobyKy2yi5mY73gutpDstP1nB6C6zmc7LrKf2LjtqvsWeaiS/vrLKJMC+zoJDGWES3Cs45N2qcK67PtwrsBLjSmzFtKqpLMauvsnxrHTa+bGqeo7sargmp0puyqmiyzKp67b7cqjwplbpzJzWizOn+O686b4+W+pv0JYKTLSlsR4tKcNXKs1oxE4vSnHUhl5MtaAaX22ox1oHGnLXgZYMNp8oj33nymbf6XLaccbMtpw1y/s2mzRO8+/cY/aM95lA7/8t5tB+i3nKdK0GLqYh3MlquJdCNL14lssM4ACXj2dpiwAiJFz5lKANYMPmWGJlggOgY2ngC6VPSWfqU/bNepDaoLHh60e2E1OhtAs5TA9lKJp7j+uics/vPcYdD/E91n038i3qzXyMrj+PIuDSs8iqyNWjmHT2LDLtMPcjQg3+iFOP36HV5nOYdfodcs0+hl+/j2H08iuYTRmz1x8hTCDqb2Ew3MmG/yKEjTtAaoAJitfNEIggXFAhC3ZjYIIeYQgT6EiCCeqEDYaDQQT1AQ1IMEYHCYSCPFCnH8sboX3EgIPuqFBAKAiD4164HyJgoD0ppOF7RgAC+ujwPlI4wQH/fwgfDlxgTUSMDxMigIRl5DCJ4PnEBizAiU9B8T1FuACFnnhF7FBCAxfwhT+42MXnVIMIBRjEPshYRuf04QJL0MYY2xieXGTAAp0AABvpWBwyWGALG+MjdjwBARYoA4WCzE40gFCAQyAykdhZxAVkMA4rQvI5vdAABTzxjz1esjbq2EIB8mCPT15nEQfQwDFMCZ1oyOAATiglK4/jjjwUYAuyOMMcZwkcQkagF/+gxRl4CZxFWuAQ//gHAIRJTNy4Aw8XaII5eiMQZjazNp6IAAhe8Q9qVnOY12zNM4BggTwgxJrhLM0cotmtg6AznZ2hRAQeMItHuhOc8NxMLTiA/4FB1ION78ynZJgAR+80JKACRQwh7tgKT34zoYvhgAUEscCD4hOigOHhbBxKEIRitC4zOIEIdMTRjl70o3W5wQs4WBGPolQtI1gCEoKRj4u49KVhQcEWUnAJ7LX0pDgVSx9aqDiM3DSoVSGEHGaYkaMiVSqXYE+5mgrUp07lFUDRHEecalWjRKMpZiIJV7s6lHgF0iNjJatOYvOEaJkkrWq1CZ28eRK4xrUl9CuJXe+akvvlbyV75WtJ0NaSwArWI7szkU0Me1iNuA0njG2sReJW0ZpEVrITacYDI6iTy2L2Ic7LiWc/y5BZrHRPOxktaRGSnBAaRbWrJcj1jgLb2P8CYHu0raptI8IwHHwvt7utCP9wp5TaStYYQvBhVGjhBAIEFyLOsEMHNFEVTQTguQ/RhAfs0BUEJAG7DIHGFZ6wDJ9GhXT8SCZ4DxK/9a4lr+79il8BFd+0ELa+YkmsQfErlsfyNyzwSoHc/vsVzUKwpAQuSmgTXBXTspTBXWmtCCHcldlS2Cq4vfBUevtbDUNluFP1cFKQq1wRQwV9Jk7Ki86aYqOIt60thspcY6wU+NJ4J34Fxo2Rct8dD0W/PjaKf4PckwAPmMg7MTBnkbyTBTP5Jg5G7ZNvIuEp78TCVsZJhrNck2zwwbdcxslwjxdmmyAXDM0os01QrGaVrLiXzS5hq1vhnJIZ03klNr5zR3KsZ5X0uM8kATKgTzLkQY/EyJU1NEeUjGBFg7aCF3T0SKIs6ZFUudIdaS+mNWILG0Rp0xzhMKg3AuJRa+TMWjU1Rdisaom8udUWkTOsLSKdFPBm1hXJM64TwuddS+TPvmaIoIP9kEITeyGIPvZDGK3s3EDaks1OCBZc4AIrRNsht7jFtR8SEAAh+QQFZAAAACxDAIQA+wHaAAAI/wABCBxIsKDBgwgTKlzIsKHDhxAjSpxIsaLFixgzatzIsaPHjwfRgcIBCqTJkyhTqlzJsqXLlzBjHrTGSAQaWzJz6tzJs6fPn0CDEuTHS44KRt2EKl3KtKnTp1A/qhvV48moeFGzat3KtatXlTRt8vpKtqzZs2izEkVzFFzat3Djyp3LER1Vq1jp6t3Lty9ca4Y8yBnrt7Dhw4iBrm2buLHjx5A72q16NbLly5gzEwQs2Jjmz6BD813MyK3o06hTd0XHyQZe1bBjywbKWY7n2bhz607JbxaYF6V3Cx9OvCJr16fwFV/OvHnBaYFtO59OXXirLikYZavOvXvq40hO6f/zTr48Zmh/BCszz7494t6/JZVzT78+XfDi7evfb7aZIA98QMPfgARmtY9vL8hX4IIMClXOJTZQ0cp4DVZooUzL/BfghRx2qBI+rcSHjj8elmjiRg++cMWEJ7bo4kQZAijgizTWmFA9IdpwyYg29ujjOJeoyKKPRNIY44ZFJnkijlfoiI6SUHoIpJD7RGmlhcvw4YEgM17pJYE4UuHkl2TyNyUYrVRZ5pr0Zblll2zGSV6YOOwo553ejSOJCWiqieefzrkpyDQkAmpocfWcgkSdTx7qqHCN7AnGLI9WqtsySkwwqKWcxpboomw44menpIIGjqSzFFpoqaxeZowcW07/0+qsmMVzihA9cBLPqrT2mpg2jPBJqa/EJvaqB4ZoU+yyhdmKq668MittXNkEiwYv/UyrrVzHJrvtt2lN9Wxe4Jb7VbUmXJutuexy9aoI3rYrb1TiIlHZvPg2Fda1+farVD9FHZWUvwT7NFUP9pJb8MIy7UsYwxC/RNrAEVe80mQJW6xxSjSZMNjGIINEmmkhl6zRZK+ZrPJFtT288ssRjQzzzBAdlzLNOCtU220592yQzD4HPZDNyQlt9M5GCw0fcCQnnTN+yjndM3rqSd3z0gpajTPUWuPsn4xd03xgfPOFDfODNoRHodkrHwkn2yWPnWDZcJuc4opr1x2y23qb/5xOjpfQ3ffG2UiSAhWnpJPO4CBniMEdzTAOMpNjSq7xlCuOajnEGYrA5eYWh1k56BBjnibpEQv6NuoEP0EFo6wz3EwDDfQZ+8LL3CGAB7LeTjCdGLygue/y6iks8QQL2jvy+H4KO/P4nprCpNDne+ym1cub6LjRZv/tqcd73263yopvrrO57mp+uehSv3655L8Prrjpdy9/seiqe/+278a7v7T1utf/mJU/lw2QWACTA7zKd8BiBVBhDeyVwyJYLKIYBSkUJJYslEAZCGaQVTTxgAuw9UFakSYVAFhXCUuFsnulYYWlahkMWwW0GZKqhR604aOQpsNOAYwtwekhp/9sJkAhPkoZ0eGZER91CTAwZomPSlfaTlEPKD7KBjbwQBzWY0VHXWECHshaFwFFiDAIIAWjyNsY79QHM5qgFWs0VBGysAAMlCSOeEIBEV6QRTz+aQQy8AAakOBHPMFAAyqQBCMKKSdCbOABEmKknPqQAQvIYUY9kCSZklGECFxgEOiooibJtAoiFCAGrYjaKL/kiRMUoAkCst8qi2QOPGjgAnkQ3CyjFI0tXIAClrDHLr3kCRlYAAjDkOUwe6SORVAAl9FYppV6GQANWMIdKpRmkYpZACBUQB/Z1GaPzHEIT+YhGvKogDiLlAsiWMCa9iBRO9S5ThtRIgMLaMIx+EH/kHnWk0ZkeAAu0fGPfxTEn/80kTPs0AE7aGIhBkioh1zBUDs4wxkL6UASJGohRHAABC/Y0T6UORSOMkgKG7BAFmbRD5Ka9EKAxMAfCPXSF0mgCDiwASfUUdMXSaEOIphUOHvqoT7EIVZEbVEmOoGEXKnDpUkt0DGCNSl+RrVEw7gDshh4VQ6hD1pd7VABhxpWBvWPq2VtEP10ldYLjbWtFUrgAuFaoQfStUHQqAm/7rqgBGaHYnwd0MHshY57BJZAEzzsgGqoWP1grIiNrU/HPhZZ/TC2su7BIWbtw8PNuueyni0PEXMY2u50trTlWQvTUMseoqmStd45LWy5s7Qgo862O1y7bXeoJgcu6rY6WNPlb5uT2+FO52tIMq5z5CZG5TIHbWpzbqA0tDrpCgdEIoKqdWFztyFtlzh8+y5xcAQGJ2lXvKcxnRrRi5vwslc3lLPTe3VjuuHNFzad+9x9cSM6+e5XNmc63X9lo7oBy4ZO/jVwaoxnOwWrRnnndfBjENwoCacXVRZOjfIyfJpyjKKpoFAfh0VzCf2NGDXyODFsAgIAOw==\" />"
- ],
- "text/plain": [
- "Plots.AnimatedGif(\"/Users/gergaud/Control/Publi/CFIES2022/slides/Newton.gif\")"
- ]
- },
- "execution_count": 69,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"x = range(0,b, length=2)\n",
"∇²fun(x) = ForwardDiff.derivative(∇fun,x)\n",
@@ -2265,31 +684,9 @@
},
{
"cell_type": "code",
- "execution_count": 57,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "┌ Info: Saved animation to /Users/gergaud/Control/Publi/CFIES2022/slides/C14.gif\n",
- "└ @ Plots /Users/gergaud/.julia/packages/Plots/kYFLA/src/animation.jl:149\n"
- ]
- },
- {
- "data": {
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- ],
- "text/plain": [
- "Plots.AnimatedGif(\"/Users/gergaud/Control/Publi/CFIES2022/slides/C14.gif\")"
- ]
- },
- "execution_count": 57,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"using DataFrames\n",
"# Carbonne 14\n",
@@ -2347,159 +744,9 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Equations normales : βhat₀, βhat₁ = 1.6395753816793903, 0.024909351145038148\n",
- "\\ de julia : βhat₀, βhat₁ = 1.639575381679389, 0.024909351145038172\n"
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- "execution_count": 31,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"y=[1.8, 2.3, 2, 2.4, 2, 2.5, 2.6, 2.6, 2.9, 2.3, 2.4, 2.1, 2.5, 2.7, 2.7, 3, 3.1, 2.3, 2.5, 3, 3.3, 2.7, 3.1, 2.9, 3.4, 2.4, 3.4, 3.7, 2.8, 3.3, 3.5, 3.3, 2.6]\n",
"x=[25, 25, 25, 25, 25, 25, 25, 35, 35, 35, 35, 35, 35, 35, 45, 45, 45, 45, 45, 45, 45, 45, 55, 55, 55, 55, 55, 65, 65, 65, 65, 65, 65]\n",
@@ -2518,29 +765,9 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "0.10866889312977103\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "2×2 Matrix{Float64}:\n",
- " 0.0360977 -0.000749172\n",
- " -0.000749172 1.71091e-5"
- ]
- },
- "execution_count": 32,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"r = y-X*βhat\n",
"σ²hat = sum(r.^2)/(n-2)\n",
@@ -2550,30 +777,9 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[1.639575381679391, 0.024909351145038124]\n",
- "StatsModels.TableRegressionModel{LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}, Matrix{Float64}}\n",
- "\n",
- "chol ~ 1 + age\n",
- "\n",
- "Coefficients:\n",
- "────────────────────────────────────────────────────────────────────────\n",
- " Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%\n",
- "────────────────────────────────────────────────────────────────────────\n",
- "(Intercept) 1.63958 0.189994 8.63 <1e-09 1.25208 2.02707\n",
- "age 0.0249094 0.00413632 6.02 <1e-05 0.0164733 0.0333454\n",
- "────────────────────────────────────────────────────────────────────────\n",
- "Covariance matrix = [0.03609767024885637 -0.000749172474105529; -0.000749172474105529 1.7109129166423845e-5]\n",
- "standard error of β = 0.18999386897701823, 0.004136318310578121\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"using DataFrames\n",
"using Statistics\n",
@@ -2600,10181 +806,9 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Proportion de points dans l'ellipse : 0.9535\n"
- ]
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- " 1788.83,1112.86 1793.31,1114.08 1797.75,1115.26 1802.14,1116.41 1806.48,1117.51 1810.78,1118.58 1815.03,1119.6 1819.24,1120.59 1823.4,1121.54 1827.51,1122.45 \n",
- " 1831.57,1123.32 1835.59,1124.15 1839.55,1124.94 1843.47,1125.69 1847.34,1126.4 1851.15,1127.08 1854.92,1127.71 1858.63,1128.3 1862.3,1128.85 1865.91,1129.36 \n",
- " 1869.47,1129.84 1872.98,1130.27 1876.43,1130.66 1879.83,1131.01 1883.18,1131.33 1886.48,1131.6 1889.72,1131.83 1892.9,1132.02 1896.03,1132.17 1899.11,1132.28 \n",
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- " 1929.24,1130.83 1931.63,1130.46 1933.96,1130.05 1936.24,1129.6 1938.46,1129.1 1940.62,1128.57 1942.71,1128 1944.75,1127.38 1946.73,1126.73 1948.65,1126.04 \n",
- " 1950.51,1125.3 1952.31,1124.53 1954.05,1123.72 1955.72,1122.87 1957.34,1121.98 1958.89,1121.05 1960.39,1120.08 1961.82,1119.07 1963.19,1118.02 1964.5,1116.94 \n",
- " 1965.74,1115.81 1966.93,1114.65 1968.05,1113.45 1969.11,1112.21 1970.11,1110.93 1971.05,1109.61 1971.92,1108.26 1972.73,1106.86 1973.48,1105.43 1974.16,1103.96 \n",
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- },
- "execution_count": 34,
- "metadata": {},
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+ "outputs": [],
"source": [
"#using Random\n",
"#Random.seed!(0) # initialisation pour la génération de nombres aléatoire\n",
@@ -12844,327 +878,9 @@
},
{
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- " 323.595,182.934 325.756,186.126 327.917,189.368 330.078,192.658 332.239,195.996 334.4,199.383 336.561,202.817 338.722,206.299 340.883,209.829 343.044,213.406 \n",
- " 345.205,217.03 347.366,220.701 349.527,224.418 351.688,228.182 353.849,231.991 356.01,235.847 358.171,239.748 360.332,243.694 362.493,247.685 364.653,251.72 \n",
- " 366.814,255.8 368.975,259.924 371.136,264.092 373.297,268.303 375.458,272.557 377.619,276.854 379.78,281.193 381.941,285.575 384.102,289.998 386.263,294.463 \n",
- " 388.424,298.969 390.585,303.516 392.746,308.104 394.907,312.731 397.068,317.398 399.229,322.104 401.39,326.85 403.551,331.634 405.712,336.456 407.873,341.316 \n",
- " 410.034,346.213 412.195,351.148 414.356,356.119 416.517,361.126 418.678,366.17 420.839,371.248 423,376.362 425.161,381.51 427.322,386.692 429.483,391.907 \n",
- " 431.644,397.156 433.805,402.437 435.966,407.751 438.127,413.096 440.288,418.473 442.449,423.881 444.61,429.318 446.771,434.786 448.932,440.283 451.093,445.809 \n",
- " 453.254,451.363 455.415,456.945 457.576,462.555 459.737,468.191 461.898,473.853 464.059,479.542 466.22,485.255 468.381,490.994 470.542,496.756 472.703,502.543 \n",
- " 474.864,508.352 477.024,514.184 479.185,520.038 481.346,525.914 483.507,531.81 485.668,537.727 487.829,543.663 489.99,549.619 492.151,555.593 494.312,561.586 \n",
- " 496.473,567.596 498.634,573.622 500.795,579.665 502.956,585.724 505.117,591.798 507.278,597.886 509.439,603.988 511.6,610.104 513.761,616.231 515.922,622.371 \n",
- " 518.083,628.523 520.244,634.685 522.405,640.857 524.566,647.039 526.727,653.229 528.888,659.429 531.049,665.635 533.21,671.849 535.371,678.07 537.532,684.296 \n",
- " 539.693,690.527 541.854,696.763 544.015,703.002 546.176,709.245 548.337,715.491 550.498,721.738 552.659,727.987 554.82,734.236 556.981,740.486 559.142,746.734 \n",
- " 561.303,752.982 563.464,759.228 565.625,765.472 567.786,771.712 569.947,777.949 572.108,784.181 574.269,790.408 576.43,796.63 578.591,802.846 580.752,809.055 \n",
- " 582.913,815.256 585.074,821.449 587.235,827.634 589.396,833.809 591.556,839.975 593.717,846.13 595.878,852.273 598.039,858.405 600.2,864.525 602.361,870.631 \n",
- " 604.522,876.724 606.683,882.803 608.844,888.867 611.005,894.915 613.166,900.947 615.327,906.963 617.488,912.961 619.649,918.942 621.81,924.904 623.971,930.847 \n",
- " 626.132,936.77 628.293,942.673 630.454,948.555 632.615,954.416 634.776,960.256 636.937,966.073 639.098,971.867 641.259,977.637 643.42,983.383 645.581,989.105 \n",
- " 647.742,994.802 649.903,1000.47 652.064,1006.12 654.225,1011.74 656.386,1017.33 658.547,1022.89 660.708,1028.43 662.869,1033.93 665.03,1039.41 667.191,1044.86 \n",
- " 669.352,1050.27 671.513,1055.66 673.674,1061.02 675.835,1066.34 677.996,1071.63 680.157,1076.89 682.318,1082.12 684.479,1087.31 686.64,1092.47 688.801,1097.59 \n",
- " 690.962,1102.68 693.123,1107.74 695.284,1112.76 697.445,1117.74 699.606,1122.68 701.767,1127.59 703.927,1132.47 706.088,1137.3 708.249,1142.1 710.41,1146.86 \n",
- " 712.571,1151.58 714.732,1156.26 716.893,1160.9 719.054,1165.5 721.215,1170.06 723.376,1174.58 725.537,1179.05 727.698,1183.49 729.859,1187.89 732.02,1192.24 \n",
- " 734.181,1196.55 736.342,1200.82 738.503,1205.04 740.664,1209.22 742.825,1213.36 744.986,1217.46 747.147,1221.51 749.308,1225.51 751.469,1229.47 753.63,1233.39 \n",
- " 755.791,1237.26 757.952,1241.08 760.113,1244.86 762.274,1248.59 764.435,1252.28 766.596,1255.92 768.757,1259.51 770.918,1263.06 773.079,1266.56 775.24,1270.01 \n",
- " 777.401,1273.41 779.562,1276.76 781.723,1280.07 783.884,1283.33 786.045,1286.53 788.206,1289.69 790.367,1292.81 792.528,1295.87 794.689,1298.88 796.85,1301.84 \n",
- " 799.011,1304.75 801.172,1307.61 803.333,1310.43 805.494,1313.19 807.655,1315.9 809.816,1318.56 811.977,1321.17 814.138,1323.72 816.298,1326.23 818.459,1328.68 \n",
- " 820.62,1331.09 822.781,1333.44 824.942,1335.74 827.103,1337.98 829.264,1340.18 831.425,1342.32 833.586,1344.41 835.747,1346.45 837.908,1348.44 840.069,1350.37 \n",
- " 842.23,1352.25 844.391,1354.08 846.552,1355.85 848.713,1357.57 850.874,1359.24 853.035,1360.85 855.196,1362.42 857.357,1363.92 859.518,1365.38 861.679,1366.78 \n",
- " 863.84,1368.13 866.001,1369.42 868.162,1370.66 870.323,1371.84 872.484,1372.98 874.645,1374.06 876.806,1375.08 878.967,1376.05 881.128,1376.97 883.289,1377.83 \n",
- " 885.45,1378.64 887.611,1379.39 889.772,1380.09 891.933,1380.74 894.094,1381.33 896.255,1381.86 898.416,1382.34 900.577,1382.77 902.738,1383.15 904.899,1383.46 \n",
- " 907.06,1383.73 909.221,1383.94 911.382,1384.09 913.543,1384.19 915.704,1384.24 917.865,1384.23 920.026,1384.17 922.187,1384.05 924.348,1383.87 926.509,1383.65 \n",
- " 928.669,1383.36 930.83,1383.03 932.991,1382.64 935.152,1382.19 937.313,1381.69 939.474,1381.14 941.635,1380.53 943.796,1379.86 945.957,1379.14 948.118,1378.37 \n",
- " 950.279,1377.54 952.44,1376.66 954.601,1375.73 956.762,1374.74 958.923,1373.69 961.084,1372.59 963.245,1371.44 965.406,1370.24 967.567,1368.98 969.728,1367.66 \n",
- " 971.889,1366.3 974.05,1364.87 976.211,1363.4 978.372,1361.87 980.533,1360.29 982.694,1358.65 984.855,1356.97 987.016,1355.22 989.177,1353.43 991.338,1351.58 \n",
- " 993.499,1349.68 995.66,1347.73 997.821,1345.72 999.982,1343.67 1002.14,1341.56 1004.3,1339.39 1006.46,1337.18 1008.63,1334.91 1010.79,1332.59 1012.95,1330.22 \n",
- " 1015.11,1327.8 1017.27,1325.33 1019.43,1322.8 1021.59,1320.23 1023.75,1317.6 1025.91,1314.92 1028.07,1312.19 1030.24,1309.42 1032.4,1306.59 1034.56,1303.71 \n",
- " 1036.72,1300.78 1038.88,1297.8 1041.04,1294.77 1043.2,1291.69 1045.36,1288.56 1047.52,1285.39 1049.68,1282.16 1051.85,1278.89 1054.01,1275.57 1056.17,1272.2 \n",
- " 1058.33,1268.78 1060.49,1265.31 1062.65,1261.8 1064.81,1258.23 1066.97,1254.63 1069.13,1250.97 1071.29,1247.27 1073.46,1243.52 1075.62,1239.72 1077.78,1235.88 \n",
- " 1079.94,1232 1082.1,1228.07 1084.26,1224.09 1086.42,1220.07 1088.58,1216 1090.74,1211.89 1092.9,1207.74 1095.07,1203.54 1097.23,1199.3 1099.39,1195.02 \n",
- " 1101.55,1190.69 1103.71,1186.32 1105.87,1181.91 1108.03,1177.46 1110.19,1172.97 1112.35,1168.43 1114.51,1163.86 1116.67,1159.24 1118.84,1154.59 1121,1149.89 \n",
- " 1123.16,1145.16 1125.32,1140.39 1127.48,1135.58 1129.64,1130.73 1131.8,1125.85 1133.96,1120.92 1136.12,1115.96 1138.28,1110.97 1140.45,1105.94 1142.61,1100.87 \n",
- " 1144.77,1095.77 1146.93,1090.63 1149.09,1085.46 1151.25,1080.25 1153.41,1075.02 1155.57,1069.74 1157.73,1064.44 1159.89,1059.11 1162.06,1053.74 1164.22,1048.34 \n",
- " 1166.38,1042.91 1168.54,1037.46 1170.7,1031.97 1172.86,1026.45 1175.02,1020.91 1177.18,1015.33 1179.34,1009.73 1181.5,1004.1 1183.67,998.449 1185.83,992.769 \n",
- " 1187.99,987.062 1190.15,981.331 1192.31,975.576 1194.47,969.797 1196.63,963.995 1198.79,958.17 1200.95,952.323 1203.11,946.455 1205.28,940.565 1207.44,934.656 \n",
- " 1209.6,928.727 1211.76,922.778 1213.92,916.811 1216.08,910.826 1218.24,904.824 1220.4,898.804 1222.56,892.769 1224.72,886.717 1226.88,880.651 1229.05,874.57 \n",
- " 1231.21,868.475 1233.37,862.367 1235.53,856.246 1237.69,850.113 1239.85,843.969 1242.01,837.813 1244.17,831.647 1246.33,825.472 1248.49,819.287 1250.66,813.094 \n",
- " 1252.82,806.892 1254.98,800.684 1257.14,794.468 1259.3,788.247 1261.46,782.02 1263.62,775.788 1265.78,769.552 1267.94,763.312 1270.1,757.068 1272.27,750.823 \n",
- " 1274.43,744.575 1276.59,738.327 1278.75,732.077 1280.91,725.828 1283.07,719.579 1285.23,713.332 1287.39,707.086 1289.55,700.843 1291.71,694.603 1293.88,688.367 \n",
- " 1296.04,682.135 1298.2,675.908 1300.36,669.687 1302.52,663.472 1304.68,657.264 1306.84,651.064 1309,644.871 1311.16,638.688 1313.32,632.514 1315.49,626.35 \n",
- " 1317.65,620.197 1319.81,614.055 1321.97,607.925 1324.13,601.808 1326.29,595.704 1328.45,589.614 1330.61,583.539 1332.77,577.479 1334.93,571.435 1337.09,565.408 \n",
- " 1339.26,559.397 1341.42,553.405 1343.58,547.431 1345.74,541.477 1347.9,535.542 1350.06,529.628 1352.22,523.735 1354.38,517.864 1356.54,512.016 1358.7,506.191 \n",
- " 1360.87,500.389 1363.03,494.611 1365.19,488.857 1367.35,483.127 1369.51,477.422 1371.67,471.743 1373.83,466.09 1375.99,460.463 1378.15,454.863 1380.31,449.291 \n",
- " 1382.48,443.747 1384.64,438.232 1386.8,432.745 1388.96,427.288 1391.12,421.862 1393.28,416.465 1395.44,411.1 1397.6,405.767 1399.76,400.465 1401.92,395.196 \n",
- " 1404.09,389.959 1406.25,384.756 1408.41,379.587 1410.57,374.451 1412.73,369.351 1414.89,364.286 1417.05,359.256 1419.21,354.262 1421.37,349.304 1423.53,344.383 \n",
- " 1425.7,339.499 1427.86,334.653 1430.02,329.845 1432.18,325.075 1434.34,320.344 1436.5,315.652 1438.66,310.999 1440.82,306.386 1442.98,301.814 1445.14,297.282 \n",
- " 1447.3,292.791 1449.47,288.341 1451.63,283.932 1453.79,279.566 1455.95,275.242 1458.11,270.961 1460.27,266.722 1462.43,262.527 1464.59,258.375 1466.75,254.267 \n",
- " 1468.91,250.203 1471.08,246.184 1473.24,242.21 1475.4,238.28 1477.56,234.396 1479.72,230.557 1481.88,226.765 1484.04,223.018 1486.2,219.318 1488.36,215.664 \n",
- " 1490.52,212.057 1492.69,208.498 1494.85,204.985 1497.01,201.521 1499.17,198.104 1501.33,194.735 1503.49,191.415 1505.65,188.143 1507.81,184.919 1509.97,181.744 \n",
- " 1512.13,178.618 1514.3,175.54 1516.46,172.512 1518.62,169.534 1520.78,166.605 1522.94,163.726 1525.1,160.897 1527.26,158.118 1529.42,155.389 1531.58,152.711 \n",
- " 1533.74,150.084 1535.91,147.508 1538.07,144.983 1540.23,142.509 1542.39,140.086 1544.55,137.716 1546.71,135.396 1548.87,133.129 1551.03,130.914 1553.19,128.751 \n",
- " 1555.35,126.64 1557.51,124.582 1559.68,122.576 1561.84,120.623 1564,118.723 1566.16,116.876 1568.32,115.082 1570.48,113.341 1572.64,111.653 1574.8,110.019 \n",
- " 1576.96,108.438 1579.12,106.911 1581.29,105.437 1583.45,104.018 1585.61,102.652 1587.77,101.34 1589.93,100.082 1592.09,98.8784 1594.25,97.7288 1596.41,96.6335 \n",
- " 1598.57,95.5924 1600.73,94.6057 1602.9,93.6734 1605.06,92.7956 1607.22,91.9723 1609.38,91.2036 1611.54,90.4895 1613.7,89.83 1615.86,89.2251 1618.02,88.675 \n",
- " 1620.18,88.1796 1622.34,87.7389 1624.51,87.353 1626.67,87.0219 1628.83,86.7455 1630.99,86.524 1633.15,86.3572 1635.31,86.2453 1637.47,86.1881 1639.63,86.1857 \n",
- " 1641.79,86.238 1643.95,86.3451 1646.12,86.507 1648.28,86.7235 1650.44,86.9947 1652.6,87.3206 1654.76,87.7011 1656.92,88.1361 1659.08,88.6257 1661.24,89.1697 \n",
- " 1663.4,89.7681 1665.56,90.421 1667.72,91.1281 1669.89,91.8895 1672.05,92.7051 1674.21,93.5748 1676.37,94.4985 1678.53,95.4762 1680.69,96.5078 1682.85,97.5932 \n",
- " 1685.01,98.7323 1687.17,99.925 1689.33,101.171 1691.5,102.471 1693.66,103.824 1695.82,105.23 1697.98,106.689 1700.14,108.201 1702.3,109.767 1704.46,111.385 \n",
- " 1706.62,113.056 1708.78,114.781 1710.94,116.558 1713.11,118.389 1715.27,120.272 1717.43,122.208 1719.59,124.196 1721.75,126.237 1723.91,128.331 1726.07,130.477 \n",
- " 1728.23,132.675 1730.39,134.925 1732.55,137.227 1734.72,139.581 1736.88,141.987 1739.04,144.444 1741.2,146.953 1743.36,149.513 1745.52,152.124 1747.68,154.786 \n",
- " 1749.84,157.499 1752,160.263 1754.16,163.077 1756.33,165.941 1758.49,168.856 1760.65,171.821 1762.81,174.835 1764.97,177.899 1767.13,181.013 1769.29,184.176 \n",
- " 1771.45,187.387 1773.61,190.648 1775.77,193.957 1777.93,197.314 1780.1,200.72 1782.26,204.173 1784.42,207.674 1786.58,211.223 1788.74,214.818 1790.9,218.461 \n",
- " 1793.06,222.15 1795.22,225.886 1797.38,229.668 1799.54,233.495 1801.71,237.369 1803.87,241.287 1806.03,245.251 1808.19,249.26 1810.35,253.313 1812.51,257.41 \n",
- " 1814.67,261.551 1816.83,265.735 1818.99,269.963 1821.15,274.234 1823.32,278.548 1825.48,282.903 1827.64,287.301 1829.8,291.741 1831.96,296.221 1834.12,300.743 \n",
- " 1836.28,305.305 1838.44,309.908 1840.6,314.551 1842.76,319.233 1844.93,323.954 1847.09,328.714 1849.25,333.512 1851.41,338.349 1853.57,343.223 1855.73,348.134 \n",
- " 1857.89,353.083 1860.05,358.068 1862.21,363.089 1864.37,368.145 1866.54,373.237 1868.7,378.364 1870.86,383.525 1873.02,388.72 1875.18,393.948 1877.34,399.21 \n",
- " 1879.5,404.503 1881.66,409.829 1883.82,415.186 1885.98,420.574 1888.15,425.992 1890.31,431.441 1892.47,436.918 1894.63,442.425 1896.79,447.961 1898.95,453.524 \n",
- " 1901.11,459.115 1903.27,464.732 1905.43,470.376 1907.59,476.046 1909.75,481.742 1911.92,487.462 1914.08,493.207 1916.24,498.975 1918.4,504.767 1920.56,510.582 \n",
- " 1922.72,516.418 1924.88,522.277 1927.04,528.156 1929.2,534.056 1931.36,539.977 1933.53,545.916 1935.69,551.875 1937.85,557.852 1940.01,563.847 1942.17,569.859 \n",
- " 1944.33,575.888 1946.49,581.933 1948.65,587.993 1950.81,594.068 1952.97,600.158 1955.14,606.262 1957.3,612.379 1959.46,618.509 1961.62,624.65 1963.78,630.803 \n",
- " 1965.94,636.967 1968.1,643.142 1970.26,649.326 1972.42,655.519 1974.58,661.721 1976.75,667.93 1978.91,674.147 1981.07,680.37 1983.23,686.6 1985.39,692.835 \n",
- " 1987.55,699.074 1989.71,705.318 1991.87,711.566 1994.03,717.816 1996.19,724.069 1998.36,730.323 2000.52,736.579 2002.68,742.834 2004.84,749.09 2007,755.344 \n",
- " 2009.16,761.597 2011.32,767.848 2013.48,774.096 2015.64,780.34 2017.8,786.581 2019.96,792.816 2022.13,799.046 2024.29,805.269 2026.45,811.486 2028.61,817.695 \n",
- " 2030.77,823.896 2032.93,830.089 2035.09,836.271 2037.25,842.443 2039.41,848.605 2041.57,854.755 2043.74,860.892 2045.9,867.016 2048.06,873.127 2050.22,879.223 \n",
- " 2052.38,885.304 2054.54,891.369 2056.7,897.418 2058.86,903.449 2061.02,909.463 2063.18,915.457 2065.35,921.433 2067.51,927.388 2069.67,933.323 2071.83,939.239 \n",
- " 2073.99,945.134 2076.15,951.008 2078.31,956.861 2080.47,962.692 2082.63,968.5 2084.79,974.285 2086.96,980.046 2089.12,985.783 2091.28,991.495 2093.44,997.182 \n",
- " 2095.6,1002.84 2097.76,1008.48 2099.92,1014.08 2102.08,1019.66 2104.24,1025.22 2106.4,1030.74 2108.57,1036.23 2110.73,1041.7 2112.89,1047.13 2115.05,1052.54 \n",
- " 2117.21,1057.91 2119.37,1063.26 2121.53,1068.57 2123.69,1073.85 2125.85,1079.09 2128.01,1084.3 2130.17,1089.48 2132.34,1094.63 2134.5,1099.74 2136.66,1104.81 \n",
- " 2138.82,1109.85 2140.98,1114.86 2143.14,1119.82 2145.3,1124.76 2147.46,1129.65 2149.62,1134.51 2151.78,1139.33 2153.95,1144.11 2156.11,1148.85 2158.27,1153.55 \n",
- " 2160.43,1158.22 2162.59,1162.84 2164.75,1167.42 2166.91,1171.97 2169.07,1176.47 2171.23,1180.93 2173.39,1185.35 2175.56,1189.73 2177.72,1194.07 2179.88,1198.36 \n",
- " 2182.04,1202.61 2184.2,1206.82 2186.36,1210.98 2188.52,1215.1 2190.68,1219.18 2192.84,1223.21 2195,1227.2 2197.17,1231.14 2199.33,1235.04 2201.49,1238.89 \n",
- " 2203.65,1242.69 2205.81,1246.45 2207.97,1250.17 2210.13,1253.83 2212.29,1257.45 2214.45,1261.02 2216.61,1264.55 2218.78,1268.03 2220.94,1271.46 2223.1,1274.84 \n",
- " 2225.26,1278.17 2227.42,1281.46 2229.58,1284.7 2231.74,1287.88 2233.9,1291.02 2236.06,1294.11 2238.22,1297.15 2240.38,1300.14 2242.55,1303.08 2244.71,1305.97 \n",
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- " 1360.87,166.599 1363.03,168.917 1365.19,171.288 1367.35,173.712 1369.51,176.189 1371.67,178.718 1373.83,181.299 1375.99,183.931 1378.15,186.614 1380.31,189.347 \n",
- " 1382.48,192.129 1384.64,194.961 1386.8,197.841 1388.96,200.77 1391.12,203.746 1393.28,206.769 1395.44,209.839 1397.6,212.955 1399.76,216.116 1401.92,219.323 \n",
- " 1404.09,222.574 1406.25,225.869 1408.41,229.208 1410.57,232.589 1412.73,236.014 1414.89,239.48 1417.05,242.988 1419.21,246.537 1421.37,250.126 1423.53,253.755 \n",
- " 1425.7,257.424 1427.86,261.132 1430.02,264.878 1432.18,268.662 1434.34,272.484 1436.5,276.342 1438.66,280.237 1440.82,284.168 1442.98,288.134 1445.14,292.135 \n",
- " 1447.3,296.171 1449.47,300.24 1451.63,304.343 1453.79,308.479 1455.95,312.647 1458.11,316.847 1460.27,321.078 1462.43,325.34 1464.59,329.632 1466.75,333.955 \n",
- " 1468.91,338.306 1471.08,342.686 1473.24,347.095 1475.4,351.531 1477.56,355.995 1479.72,360.485 1481.88,365.001 1484.04,369.544 1486.2,374.111 1488.36,378.703 \n",
- " 1490.52,383.32 1492.69,387.96 1494.85,392.623 1497.01,397.309 1499.17,402.018 1501.33,406.747 1503.49,411.498 1505.65,416.27 1507.81,421.062 1509.97,425.874 \n",
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- " 1533.74,480.02 1535.91,485.043 1538.07,490.081 1540.23,495.133 1542.39,500.199 1544.55,505.28 1546.71,510.374 1548.87,515.481 1551.03,520.601 1553.19,525.734 \n",
- " 1555.35,530.878 1557.51,536.035 1559.68,541.203 1561.84,546.381 1564,551.571 1566.16,556.771 1568.32,561.981 1570.48,567.201 1572.64,572.43 1574.8,577.668 \n",
- " 1576.96,582.914 1579.12,588.169 1581.29,593.432 1583.45,598.703 1585.61,603.981 1587.77,609.266 1589.93,614.557 1592.09,619.855 1594.25,625.159 1596.41,630.469 \n",
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- " 1663.4,796.268 1665.56,801.605 1667.72,806.938 1669.89,812.268 1672.05,817.594 1674.21,822.915 1676.37,828.232 1678.53,833.544 1680.69,838.851 1682.85,844.153 \n",
- " 1685.01,849.449 1687.17,854.739 1689.33,860.024 1691.5,865.302 1693.66,870.574 1695.82,875.839 1697.98,881.097 1700.14,886.348 1702.3,891.592 1704.46,896.827 \n",
- " 1706.62,902.054 1708.78,907.272 1710.94,912.48 1713.11,917.679 1715.27,922.868 1717.43,928.046 1719.59,933.214 1721.75,938.37 1723.91,943.515 1726.07,948.649 \n",
- " 1728.23,953.77 1730.39,958.878 1732.55,963.974 1734.72,969.056 1736.88,974.125 1739.04,979.18 1741.2,984.22 1743.36,989.246 1745.52,994.256 1747.68,999.251 \n",
- " 1749.84,1004.23 1752,1009.19 1754.16,1014.14 1756.33,1019.07 1758.49,1023.98 1760.65,1028.87 1762.81,1033.74 1764.97,1038.6 1767.13,1043.44 1769.29,1048.25 \n",
- " 1771.45,1053.05 1773.61,1057.83 1775.77,1062.58 1777.93,1067.31 1780.1,1072.03 1782.26,1076.71 1784.42,1081.38 1786.58,1086.02 1788.74,1090.64 1790.9,1095.24 \n",
- " 1793.06,1099.81 1795.22,1104.36 1797.38,1108.88 1799.54,1113.37 1801.71,1117.84 1803.87,1122.28 1806.03,1126.69 1808.19,1131.08 1810.35,1135.43 1812.51,1139.76 \n",
- " 1814.67,1144.06 1816.83,1148.33 1818.99,1152.56 1821.15,1156.77 1823.32,1160.95 1825.48,1165.09 1827.64,1169.2 1829.8,1173.28 1831.96,1177.32 1834.12,1181.34 \n",
- " 1836.28,1185.31 1838.44,1189.25 1840.6,1193.16 1842.76,1197.03 1844.93,1200.86 1847.09,1204.65 1849.25,1208.41 1851.41,1212.13 1853.57,1215.81 1855.73,1219.45 \n",
- " 1857.89,1223.05 1860.05,1226.61 1862.21,1230.13 1864.37,1233.61 1866.54,1237.05 1868.7,1240.45 1870.86,1243.81 1873.02,1247.12 1875.18,1250.4 1877.34,1253.63 \n",
- " 1879.5,1256.81 1881.66,1259.95 1883.82,1263.04 1885.98,1266.09 1888.15,1269.09 1890.31,1272.04 1892.47,1274.95 1894.63,1277.8 1896.79,1280.61 1898.95,1283.37 \n",
- " 1901.11,1286.07 1903.27,1288.73 1905.43,1291.33 1907.59,1293.88 1909.75,1296.38 1911.92,1298.83 1914.08,1301.22 1916.24,1303.56 1918.4,1305.85 1920.56,1308.08 \n",
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- ]
- },
- "execution_count": 35,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# Il nous faut tout d'abord importer les bons packages de Julia\n",
"using DifferentialEquations\n",
@@ -13205,3728 +921,9 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "┌ Warning: To maintain consistency with solution indexing, keyword argument vars will be removed in a future version. Please use keyword argument idxs instead.\n",
- "│ caller = ip:0x0\n",
- "└ @ Core :-1\n"
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- " 956.965,780.148 956.608,782.381 956.234,784.613 955.843,786.842 955.434,789.07 955.008,791.296 954.565,793.519 954.105,795.741 953.627,797.96 953.132,800.177 \n",
- " 952.62,802.392 952.091,804.604 951.545,806.813 950.981,809.02 950.401,811.223 949.803,813.424 949.188,815.622 948.557,817.816 947.908,820.007 947.242,822.195 \n",
- " 946.56,824.379 945.86,826.559 945.144,828.736 944.41,830.908 943.66,833.077 942.893,835.241 942.11,837.401 941.309,839.557 940.492,841.707 939.658,843.853 \n",
- " 938.808,845.995 937.941,848.131 937.057,850.261 936.157,852.387 935.241,854.506 934.308,856.621 933.358,858.729 932.393,860.831 931.411,862.927 930.413,865.016 \n",
- " 929.398,867.099 928.368,869.175 927.321,871.245 926.259,873.307 925.18,875.362 924.086,877.409 922.976,879.449 921.849,881.48 920.708,883.504 919.55,885.519 \n",
- " 918.377,887.526 917.189,889.525 915.985,891.514 914.765,893.494 913.53,895.465 912.28,897.426 911.015,899.377 909.735,901.318 908.44,903.249 907.129,905.169 \n",
- " 905.804,907.079 904.465,908.978 903.11,910.865 901.741,912.741 900.357,914.606 898.959,916.458 897.547,918.298 896.12,920.126 894.68,921.941 893.225,923.744 \n",
- " 891.756,925.533 890.274,927.308 888.777,929.07 887.268,930.818 885.744,932.552 884.208,934.271 882.658,935.975 881.095,937.665 879.519,939.339 877.929,940.997 \n",
- " 876.328,942.64 874.713,944.267 873.086,945.877 871.446,947.47 869.795,949.047 868.131,950.606 866.455,952.149 864.767,953.673 863.067,955.18 861.355,956.669 \n",
- " 859.633,958.139 857.898,959.591 856.153,961.023 854.397,962.436 852.629,963.829 850.852,965.202 849.063,966.555 847.264,967.887 845.455,969.199 843.636,970.489 \n",
- " 841.807,971.758 839.968,973.005 838.12,974.23 836.262,975.433 834.395,976.614 832.519,977.771 830.634,978.906 828.74,980.018 826.838,981.106 824.928,982.171 \n",
- " 823.009,983.212 821.082,984.228 819.148,985.221 817.206,986.188 815.256,987.131 813.3,988.049 811.336,988.942 809.366,989.81 807.388,990.652 805.405,991.468 \n",
- " 803.415,992.259 801.419,993.023 799.417,993.761 797.409,994.473 795.397,995.158 793.378,995.817 791.355,996.448 789.327,997.053 787.294,997.63 785.257,998.18 \n",
- " 783.216,998.702 781.171,999.197 779.122,999.664 777.07,1000.1 775.014,1000.51 772.955,1000.9 770.893,1001.25 768.829,1001.58 766.762,1001.88 764.694,1002.15 \n",
- " 762.623,1002.39 760.55,1002.6 758.476,1002.79 756.401,1002.94 754.324,1003.07 752.247,1003.17 750.169,1003.23 748.091,1003.27 746.012,1003.29 743.933,1003.27 \n",
- " 741.855,1003.22 739.777,1003.15 737.7,1003.04 735.624,1002.91 733.549,1002.75 731.476,1002.56 729.404,1002.34 727.333,1002.09 725.265,1001.82 723.199,1001.51 \n",
- " 721.136,1001.18 719.075,1000.82 717.017,1000.43 714.963,1000.01 712.911,999.565 710.864,999.092 708.82,998.591 706.78,998.062 704.744,997.506 702.712,996.922 \n",
- " 700.686,996.311 698.664,995.673 696.647,995.008 694.635,994.316 692.629,993.598 690.628,992.853 688.633,992.081 686.645,991.284 684.662,990.46 682.686,989.611 \n",
- " 680.717,988.736 678.755,987.836 676.799,986.911 674.851,985.961 672.911,984.987 670.978,983.988 669.053,982.965 667.136,981.918 665.227,980.847 663.326,979.753 \n",
- " 661.435,978.636 659.552,977.495 657.678,976.332 655.813,975.146 653.957,973.938 652.111,972.707 650.274,971.455 648.448,970.182 646.631,968.887 644.824,967.572 \n",
- " 643.028,966.235 641.242,964.879 639.467,963.502 637.702,962.105 635.948,960.689 634.206,959.254 632.474,957.799 630.754,956.326 629.046,954.835 627.349,953.325 \n",
- " 625.663,951.797 623.99,950.252 622.329,948.689 620.68,947.109 619.043,945.512 617.419,943.899 615.807,942.269 614.208,940.623 612.622,938.961 611.049,937.284 \n",
- " 609.489,935.592 607.941,933.884 606.408,932.162 604.887,930.425 603.381,928.675 601.888,926.91 600.408,925.131 598.943,923.339 597.491,921.534 596.053,919.715 \n",
- " 594.63,917.885 593.221,916.041 591.826,914.186 590.446,912.318 589.08,910.439 587.729,908.549 586.392,906.647 585.07,904.734 583.764,902.811 582.472,900.877 \n",
- " 581.195,898.934 579.933,896.98 578.687,895.016 577.455,893.044 576.239,891.061 575.039,889.07 573.854,887.07 572.684,885.062 571.531,883.044 570.392,881.019 \n",
- " 569.27,878.986 568.163,876.944 567.072,874.895 565.997,872.839 564.939,870.775 563.896,868.704 562.869,866.626 561.858,864.542 560.863,862.451 559.885,860.353 \n",
- " 558.923,858.249 557.977,856.14 557.048,854.024 556.135,851.902 555.239,849.775 554.359,847.643 553.495,845.506 552.648,843.363 551.818,841.215 551.004,839.063 \n",
- " 550.208,836.906 549.428,834.745 548.664,832.579 547.918,830.409 547.188,828.235 546.475,826.057 545.779,823.875 545.101,821.69 544.439,819.501 543.794,817.309 \n",
- " 543.166,815.113 542.555,812.915 541.961,810.713 541.385,808.508 540.825,806.301 540.283,804.091 539.758,801.878 539.25,799.663 538.759,797.445 538.285,795.226 \n",
- " 537.829,793.004 537.39,790.78 536.968,788.554 536.564,786.326 536.177,784.097 535.807,781.865 535.455,779.632 535.119,777.398 534.802,775.162 534.501,772.925 \n",
- " 534.218,770.687 533.952,768.447 533.704,766.206 533.473,763.964 533.259,761.721 533.063,759.477 532.884,757.232 532.723,754.987 532.579,752.74 532.452,750.493 \n",
- " 532.343,748.246 532.251,745.998 532.176,743.75 532.119,741.501 532.079,739.253 532.056,737.004 532.051,734.755 532.064,732.507 532.094,730.258 532.141,728.01 \n",
- " 532.206,725.762 532.288,723.514 532.388,721.266 532.505,719.019 532.639,716.773 532.791,714.527 532.96,712.281 533.147,710.036 533.351,707.792 533.573,705.549 \n",
- " 533.812,703.307 534.069,701.066 534.342,698.826 534.634,696.587 534.942,694.35 535.268,692.114 535.612,689.879 535.972,687.646 536.35,685.414 536.746,683.185 \n",
- " 537.158,680.957 537.588,678.731 538.036,676.507 538.5,674.285 538.982,672.066 539.481,669.849 539.997,667.634 540.53,665.422 541.08,663.213 541.648,661.006 \n",
- " 542.233,658.802 542.834,656.602 543.453,654.405 544.089,652.21 544.742,650.02 545.412,647.833 546.098,645.649 546.802,643.469 547.522,641.294 548.26,639.122 \n",
- " 549.014,636.954 549.785,634.791 550.573,632.632 551.377,630.478 552.198,628.329 553.036,626.184 553.89,624.045 554.761,621.911 555.648,619.782 556.552,617.658 \n",
- " 557.472,615.54 558.409,613.428 559.362,611.322 560.331,609.221 561.317,607.128 562.319,605.04 563.337,602.959 564.371,600.885 565.421,598.818 566.487,596.757 \n",
- " 567.569,594.704 568.667,592.658 569.781,590.62 570.911,588.589 572.056,586.566 573.217,584.551 574.394,582.544 575.586,580.546 576.793,578.557 578.016,576.577 \n",
- " 579.254,574.607 580.507,572.646 581.776,570.695 583.06,568.754 584.358,566.824 585.672,564.904 587,562.995 588.344,561.097 589.701,559.211 591.074,557.336 \n",
- " 592.461,555.473 593.862,553.623 595.278,551.785 596.708,549.959 598.152,548.147 599.61,546.347 601.082,544.562 602.567,542.79 604.067,541.032 605.58,539.288 \n",
- " 607.106,537.558 608.646,535.844 610.199,534.144 611.766,532.46 613.345,530.791 614.937,529.138 616.542,527.501 618.159,525.88 619.79,524.275 621.432,522.688 \n",
- " 623.087,521.118 624.754,519.564 626.433,518.029 628.123,516.511 629.826,515.011 631.54,513.53 633.265,512.067 635.002,510.623 636.75,509.199 638.508,507.793 \n",
- " 640.278,506.407 642.058,505.041 643.849,503.696 645.65,502.37 647.462,501.065 649.283,499.782 651.115,498.519 652.956,497.278 654.806,496.058 656.666,494.86 \n",
- " 658.535,493.685 660.414,492.532 662.301,491.402 664.196,490.294 666.101,489.21 668.013,488.15 669.934,487.113 671.862,486.1 673.799,485.112 675.743,484.147 \n",
- " 677.694,483.208 679.652,482.294 681.618,481.405 683.59,480.542 685.569,479.704 687.554,478.893 689.545,478.107 691.542,477.348 693.546,476.615 695.554,475.908 \n",
- " 697.568,475.227 699.588,474.573 701.612,473.946 703.641,473.347 705.674,472.774 707.712,472.229 709.753,471.711 711.799,471.22 713.848,470.758 715.9,470.323 \n",
- " 717.956,469.917 720.014,469.538 722.076,469.187 724.139,468.865 726.205,468.571 728.273,468.306 730.343,468.069 732.415,467.861 734.488,467.681 736.562,467.53 \n",
- " 738.637,467.407 740.713,467.314 742.789,467.249 744.866,467.213 746.943,467.206 749.02,467.227 751.097,467.278 753.173,467.357 755.248,467.465 757.322,467.602 \n",
- " 759.395,467.768 761.467,467.962 763.537,468.185 765.606,468.437 767.672,468.717 769.736,469.026 771.798,469.364 773.857,469.73 775.913,470.124 777.967,470.546 \n",
- " 780.017,470.997 782.063,471.476 784.106,471.982 786.145,472.517 788.18,473.079 790.21,473.669 792.236,474.286 794.257,474.93 796.274,475.602 798.285,476.301 \n",
- " 800.291,477.026 802.291,477.778 804.286,478.557 806.274,479.362 808.257,480.193 810.233,481.05 812.202,481.933 814.165,482.842 816.121,483.775 818.069,484.734 \n",
- " 820.011,485.718 821.944,486.726 823.87,487.758 825.788,488.815 827.698,489.896 829.599,491 831.492,492.127 833.376,493.278 835.25,494.451 837.116,495.647 \n",
- " 838.972,496.865 840.819,498.105 842.656,499.366 844.483,500.649 846.3,501.952 848.106,503.276 849.902,504.621 851.687,505.985 853.461,507.369 855.224,508.772 \n",
- " 856.976,510.193 858.716,511.634 860.444,513.093 862.162,514.571 863.867,516.068 865.561,517.583 867.243,519.116 868.914,520.667 870.572,522.235 872.218,523.821 \n",
- " 873.851,525.423 875.472,527.042 877.081,528.677 878.676,530.328 880.259,531.995 881.829,533.677 883.386,535.374 884.929,537.086 886.46,538.813 887.977,540.554 \n",
- " 889.48,542.309 890.97,544.078 892.446,545.86 893.908,547.656 895.356,549.465 896.79,551.286 898.21,553.12 899.615,554.966 901.007,556.824 902.384,558.694 \n",
- " 903.746,560.576 905.094,562.469 906.426,564.372 907.745,566.287 909.048,568.212 910.336,570.148 911.609,572.094 912.867,574.049 914.11,576.015 915.338,577.99 \n",
- " 916.55,579.974 917.747,581.967 918.928,583.969 920.094,585.979 921.244,587.998 922.378,590.026 923.497,592.061 924.599,594.104 925.686,596.155 926.757,598.213 \n",
- " 927.812,600.278 928.85,602.351 929.873,604.43 930.879,606.516 931.87,608.609 932.844,610.707 933.801,612.812 934.742,614.923 935.667,617.04 936.576,619.163 \n",
- " 937.468,621.291 938.343,623.424 939.202,625.563 940.044,627.706 940.87,629.854 941.679,632.007 942.471,634.165 943.247,636.327 944.005,638.493 944.748,640.664 \n",
- " 945.473,642.838 946.182,645.015 946.875,647.196 947.551,649.38 948.21,651.567 948.852,653.758 949.478,655.951 950.087,658.148 950.679,660.348 951.254,662.55 \n",
- " 951.812,664.756 952.354,666.964 952.878,669.175 953.385,671.388 953.875,673.605 954.348,675.823 954.804,678.044 955.243,680.267 955.664,682.493 956.068,684.721 \n",
- " 956.455,686.951 956.825,689.182 957.177,691.416 957.512,693.652 957.83,695.889 958.13,698.128 958.413,700.369 958.678,702.611 958.926,704.855 959.156,707.1 \n",
- " 959.369,709.347 959.564,711.594 959.742,713.843 959.903,716.093 960.045,718.343 960.17,720.595 960.278,722.847 960.368,725.1 960.44,727.353 960.495,729.608 \n",
- " 960.532,731.862 960.552,734.117 960.554,736.372 960.538,738.627 960.504,740.882 960.453,743.137 960.385,745.392 960.298,747.646 960.194,749.901 960.073,752.155 \n",
- " 959.933,754.408 959.777,756.661 959.602,758.912 959.41,761.164 959.2,763.414 958.973,765.663 958.728,767.911 958.465,770.158 958.185,772.403 957.888,774.647 \n",
- " 957.572,776.889 957.24,779.13 956.89,781.369 956.522,783.606 956.137,785.841 955.734,788.074 955.314,790.305 954.876,792.533 954.422,794.76 953.949,796.983 \n",
- " 953.46,799.204 952.953,801.422 952.429,803.638 951.887,805.85 951.328,808.059 950.753,810.266 950.159,812.468 949.549,814.668 948.922,816.864 948.278,819.056 \n",
- " 947.616,821.244 946.938,823.429 946.242,825.609 945.53,827.786 944.801,829.958 944.055,832.125 943.292,834.289 942.513,836.447 941.717,838.601 940.904,840.75 \n",
- " 940.074,842.894 939.228,845.033 938.366,847.167 937.486,849.295 936.591,851.418 935.679,853.535 934.751,855.647 933.807,857.752 932.846,859.852 931.869,861.946 \n",
- " 930.876,864.033 929.867,866.114 928.843,868.188 927.802,870.256 926.745,872.316 925.673,874.37 924.585,876.417 923.481,878.457 922.361,880.489 921.227,882.514 \n",
- " 920.076,884.531 918.91,886.541 917.729,888.543 916.533,890.536 915.321,892.521 914.094,894.497 912.851,896.463 911.594,898.421 910.321,900.368 909.033,902.305 \n",
- " 907.73,904.233 906.412,906.149 905.08,908.055 903.733,909.95 902.371,911.833 900.994,913.705 899.603,915.565 898.198,917.412 896.778,919.247 895.345,921.07 \n",
- " 893.897,922.879 892.435,924.675 890.959,926.458 889.47,928.227 887.967,929.982 886.45,931.722 884.92,933.448 883.376,935.159 881.82,936.855 880.25,938.536 \n",
- " 878.667,940.201 877.071,941.85 875.463,943.483 873.842,945.1 872.209,946.699 870.563,948.282 868.905,949.848 867.235,951.396 865.553,952.927 863.859,954.439 \n",
- " 862.153,955.934 860.436,957.41 858.708,958.867 856.968,960.305 855.217,961.724 853.456,963.123 851.683,964.503 849.9,965.862 848.106,967.202 846.302,968.52 \n",
- " 844.488,969.818 842.664,971.095 840.83,972.351 838.987,973.585 837.134,974.798 835.271,975.988 833.4,977.156 831.519,978.302 829.63,979.424 827.732,980.524 \n",
- " 825.825,981.601 823.911,982.653 821.988,983.683 820.057,984.688 818.119,985.669 816.173,986.625 814.22,987.557 812.26,988.463 810.292,989.345 808.319,990.201 \n",
- " 806.338,991.031 804.351,991.835 802.359,992.613 800.36,993.365 798.355,994.09 796.345,994.788 794.33,995.459 792.31,996.104 790.285,996.721 788.255,997.311 \n",
- " 786.221,997.874 784.182,998.409 782.14,998.916 780.094,999.396 778.045,999.848 775.992,1000.27 773.937,1000.67 771.878,1001.04 769.817,1001.38 767.754,1001.69 \n",
- " 765.689,1001.97 763.621,1002.23 761.552,1002.45 759.482,1002.65 757.41,1002.82 755.337,1002.96 753.263,1003.08 751.189,1003.16 749.115,1003.22 747.04,1003.24 \n",
- " 744.965,1003.24 742.89,1003.21 740.816,1003.15 738.743,1003.07 736.671,1002.95 734.599,1002.81 732.529,1002.63 730.461,1002.43 728.394,1002.2 726.329,1001.94 \n",
- " 724.266,1001.66 722.206,1001.34 720.148,1001 718.093,1000.63 716.041,1000.23 713.992,999.802 711.946,999.346 709.904,998.863 707.866,998.352 705.832,997.814 \n",
- " 703.802,997.248 701.776,996.654 699.755,996.033 697.738,995.385 695.727,994.71 693.721,994.008 691.72,993.279 689.724,992.524 687.735,991.742 685.751,990.933 \n",
- " 683.773,990.099 681.802,989.239 679.838,988.352 677.88,987.44 675.928,986.503 673.984,985.54 672.048,984.552 670.118,983.54 668.197,982.502 666.283,981.441 \n",
- " 664.377,980.355 662.479,979.245 660.59,978.111 658.71,976.954 656.838,975.773 654.975,974.569 653.121,973.343 651.276,972.094 649.441,970.823 647.616,969.53 \n",
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- " 1982.66,357.324 1987.85,360.849 1993,364.441 1998.09,368.097 2003.13,371.812 2008.12,375.579 2013.05,379.395 2017.93,383.254 2022.76,387.158 2027.53,391.104 \n",
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- " 1414.8,637.216 1416.18,634.245 1417.59,631.251 1419.04,628.231 1420.54,625.186 1422.08,622.115 1423.66,619.018 1425.28,615.894 1426.95,612.744 1428.66,609.566 \n",
- " 1430.42,606.36 1432.22,603.126 1434.06,599.864 1435.95,596.573 1437.88,593.253 1439.86,589.904 1441.89,586.526 1443.97,583.118 1446.09,579.681 1448.25,576.214 \n",
- " 1450.47,572.716 1452.74,569.189 1455.05,565.631 1457.41,562.043 1459.82,558.425 1462.29,554.776 1464.8,551.097 1467.36,547.388 1469.98,543.652 1472.64,539.889 \n",
- " 1475.35,536.099 1478.12,532.281 1480.94,528.437 1483.81,524.565 1486.74,520.667 1489.71,516.743 1492.75,512.794 1495.84,508.82 1498.98,504.822 1502.18,500.8 \n",
- " 1505.44,496.757 1508.75,492.692 1512.13,488.606 1515.55,484.502 1519.04,480.38 1522.58,476.242 1526.18,472.09 1529.84,467.924 1533.56,463.747 1537.34,459.56 \n",
- " 1541.17,455.366 1545.06,451.166 1549.01,446.963 1553.02,442.759 1557.09,438.555 1561.21,434.355 1565.39,430.161 1569.63,425.975 1573.93,421.8 1578.29,417.64 \n",
- " 1582.7,413.496 1587.17,409.372 1591.69,405.271 1596.27,401.197 1600.9,397.151 1605.59,393.139 1610.34,389.163 1615.13,385.226 1619.98,381.334 1624.89,377.488 \n",
- " 1629.84,373.694 1634.85,369.954 1639.91,366.274 1645.01,362.658 1650.17,359.109 1655.37,355.632 1660.62,352.231 1665.92,348.911 1671.27,345.677 1676.65,342.534 \n",
- " 1682.09,339.485 1687.56,336.537 1693.08,333.685 1698.63,330.933 1704.22,328.283 1709.85,325.74 1715.51,323.308 1721.2,320.991 1726.92,318.792 1732.67,316.714 \n",
- " 1738.45,314.761 1744.25,312.936 1750.07,311.241 1755.92,309.679 1761.78,308.251 1767.66,306.962 1773.56,305.811 1779.47,304.801 1785.39,303.933 1791.33,303.209 \n",
- " 1797.27,302.63 1803.22,302.197 1809.17,301.91 1815.13,301.77 1821.09,301.777 1827.04,301.931 1833,302.233 1838.95,302.681 1844.9,303.276 1850.83,304.016 \n",
- " 1856.76,304.901 1862.68,305.93 1868.59,307.101 1874.47,308.413 1880.35,309.864 1886.2,311.452 1892.04,313.176 1897.85,315.032 1903.63,317.018 1909.4,319.131 \n",
- " 1915.13,321.37 1920.83,323.729 1926.51,326.207 1932.15,328.8 1937.75,331.503 1943.32,334.313 1948.85,337.226 1954.34,340.237 1959.78,343.342 1965.19,346.537 \n",
- " 1970.54,349.815 1975.85,353.173 1981.11,356.604 1986.31,360.104 1991.47,363.666 1996.56,367.285 2001.61,370.966 2006.6,374.706 2011.54,378.5 2016.43,382.345 \n",
- " 2021.27,386.236 2026.05,390.172 2030.77,394.146 2035.44,398.157 2040.06,402.201 2044.62,406.274 2049.13,410.373 2053.57,414.495 2057.97,418.638 2062.3,422.797 \n",
- " 2066.58,426.97 2070.8,431.155 2074.96,435.348 2079.07,439.548 2083.12,443.751 2087.11,447.955 2091.04,452.158 2094.92,456.358 2098.74,460.553 2102.49,464.74 \n",
- " 2106.2,468.917 2109.84,473.084 2113.43,477.237 2116.96,481.376 2120.43,485.498 2123.85,489.603 2127.2,493.689 2130.51,497.754 2133.75,501.798 2136.94,505.82 \n",
- " 2140.08,509.817 2143.16,513.79 2146.18,517.738 2149.15,521.659 2152.07,525.554 2154.93,529.422 2157.74,533.262 2160.5,537.073 2163.2,540.855 2165.86,544.606 \n",
- " 2168.46,548.326 2171.01,552.016 2173.51,555.676 2175.97,559.305 2178.37,562.904 2180.72,566.472 2183.02,570.011 2185.28,573.519 2187.49,576.997 2189.64,580.446 \n",
- " 2191.76,583.864 2193.82,587.254 2195.84,590.614 2197.81,593.945 2199.74,597.247 2201.62,600.521 2203.46,603.766 2205.25,606.983 2207,610.173 2208.71,613.334 \n",
- " 2210.37,616.469 2211.98,619.577 2213.56,622.659 2215.09,625.715 2216.58,628.744 2218.03,631.749 2219.43,634.729 2220.8,637.684 2222.12,640.616 2223.41,643.524 \n",
- " 2224.65,646.409 2225.86,649.272 2227.02,652.113 2228.14,654.933 2229.23,657.731 2230.28,660.51 2231.29,663.269 2232.26,666.009 2233.19,668.731 2234.09,671.434 \n",
- " 2234.94,674.121 2235.77,676.792 2236.55,679.447 2237.3,682.086 2238.01,684.712 2238.69,687.324 2239.33,689.924 2239.93,692.511 2240.5,695.087 2241.04,697.653 \n",
- " 2241.54,700.21 2242.01,702.757 2242.44,705.295 2242.83,707.825 2243.19,710.347 2243.52,712.862 2243.81,715.372 2244.07,717.876 2244.29,720.375 2244.48,722.87 \n",
- " 2244.64,725.362 2244.76,727.851 2244.84,730.338 2244.9,732.824 2244.91,735.309 2244.9,737.795 2244.84,740.281 2244.76,742.769 2244.64,745.259 2244.48,747.751 \n",
- " 2244.3,750.248 2244.07,752.748 2243.81,755.253 2243.52,757.764 2243.19,760.281 2242.83,762.804 2242.43,765.336 2242,767.875 2241.54,770.423 2241.03,772.981 \n",
- " 2240.49,775.549 2239.92,778.127 2239.31,780.718 2238.67,783.32 2237.99,785.935 2237.27,788.563 2236.51,791.205 2235.72,793.862 2234.9,796.534 2234.03,799.223 \n",
- " 2233.13,801.927 2232.19,804.649 2231.22,807.389 2230.2,810.148 2229.15,812.925 2228.06,815.722 2226.93,818.54 2225.77,821.378 2224.56,824.238 2223.31,827.121 \n",
- " 2222.03,830.025 2220.7,832.951 2219.34,835.899 2217.93,838.87 2216.49,841.866 2215,844.886 2213.47,847.932 2211.9,851.005 2210.29,854.104 2208.63,857.231 \n",
- " 2206.93,860.386 2205.18,863.57 2203.4,866.783 2201.56,870.025 2199.68,873.298 2197.76,876.601 2195.79,879.934 2193.77,883.298 2191.71,886.692 2189.6,890.118 \n",
- " 2187.44,893.575 2185.23,897.063 2182.97,900.582 2180.67,904.132 2178.32,907.713 2175.91,911.325 2173.46,914.968 2170.95,918.64 2168.4,922.343 2165.79,926.075 \n",
- " 2163.13,929.836 2160.42,933.626 2157.66,937.444 2154.85,941.29 2151.98,945.164 2149.06,949.063 2146.08,952.988 2143.05,956.939 2139.97,960.913 2136.83,964.911 \n",
- " 2133.64,968.932 2130.39,972.974 2127.09,977.036 2123.73,981.118 2120.31,985.219 2116.84,989.337 2113.31,993.471 2109.72,997.62 2106.08,1001.78 2102.38,1005.96 \n",
- " 2098.62,1010.14 2094.8,1014.35 2090.92,1018.56 2086.99,1022.77 2083,1026.99 2078.95,1031.21 2074.84,1035.43 2070.67,1039.64 2066.45,1043.84 2062.16,1048.03 \n",
- " 2057.82,1052.2 2053.43,1056.35 2048.97,1060.47 2044.46,1064.57 2039.89,1068.64 2035.27,1072.68 2030.59,1076.68 2025.86,1080.64 2021.07,1084.56 2016.23,1088.42 \n",
- " 2011.33,1092.24 2006.39,1096.01 2001.39,1099.72 1996.34,1103.37 1991.24,1106.96 1986.09,1110.48 1980.9,1113.93 1975.66,1117.3 1970.37,1120.6 1965.04,1123.82 \n",
- " 1959.66,1126.96 1954.24,1130.01 1948.78,1132.97 1943.28,1135.84 1937.74,1138.61 1932.16,1141.28 1926.55,1143.85 1920.9,1146.31 1915.22,1148.66 1909.51,1150.9 \n",
- " 1903.77,1153.02 1898,1155.02 1892.2,1156.9 1886.38,1158.66 1880.53,1160.28 1874.66,1161.77 1868.78,1163.13 1862.87,1164.34 1856.95,1165.42 1851.02,1166.34 \n",
- " 1845.07,1167.12 1839.11,1167.75 1833.15,1168.22 1827.18,1168.53 1821.21,1168.7 1815.23,1168.73 1809.26,1168.61 1803.29,1168.34 1797.32,1167.92 1791.36,1167.36 \n",
- " 1785.41,1166.65 1779.47,1165.79 1773.55,1164.8 1767.63,1163.66 1761.74,1162.39 1755.86,1160.97 1750,1159.43 1744.17,1157.74 1738.36,1155.93 1732.57,1153.99 \n",
- " \n",
- " \"/>\n",
- "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#c68125; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
- " 1495.95,735.266 1495.99,730.498 1496.11,725.729 1496.3,720.959 1496.58,716.186 1496.93,711.411 1497.36,706.632 1497.87,701.849 1498.46,697.062 1499.13,692.268 \n",
- " 1499.88,687.469 1500.7,682.663 1501.61,677.85 1502.59,673.029 1503.65,668.201 1504.79,663.363 1506.02,658.517 1507.32,653.661 1508.7,648.795 1510.16,643.92 \n",
- " 1511.7,639.034 1513.33,634.138 1515.03,629.232 1516.81,624.316 1518.68,619.389 1520.62,614.452 1522.65,609.506 1524.76,604.55 1526.95,599.584 1529.22,594.611 \n",
- " 1531.57,589.629 1534.01,584.64 1536.52,579.644 1539.12,574.642 1541.81,569.636 1544.57,564.626 1547.42,559.614 1550.35,554.601 1553.36,549.587 1556.45,544.576 \n",
- " 1559.63,539.569 1562.89,534.568 1566.23,529.574 1569.65,524.59 1573.15,519.617 1576.74,514.66 1580.41,509.719 1584.16,504.798 1587.99,499.9 1591.89,495.027 \n",
- " 1595.88,490.182 1599.95,485.368 1604.1,480.589 1608.33,475.849 1612.63,471.151 1617.01,466.501 1621.47,461.901 1626,457.356 1630.61,452.869 1635.28,448.446 \n",
- " 1640.04,444.09 1644.86,439.805 1649.75,435.597 1654.71,431.468 1659.74,427.425 1664.83,423.471 1669.99,419.611 1675.21,415.849 1680.49,412.191 1685.83,408.641 \n",
- " 1691.23,405.203 1696.69,401.884 1702.19,398.687 1707.75,395.618 1713.36,392.678 1719.02,389.87 1724.72,387.2 1730.46,384.672 1736.24,382.291 1742.06,380.061 \n",
- " 1747.92,377.986 1753.81,376.069 1759.72,374.315 1765.67,372.727 1771.63,371.306 1777.62,370.056 1783.63,368.978 1789.65,368.076 1795.69,367.349 1801.73,366.799 \n",
- " 1807.79,366.429 1813.85,366.237 1819.91,366.224 1825.97,366.391 1832.02,366.737 1838.08,367.262 1844.12,367.964 1850.15,368.843 1856.17,369.897 1862.17,371.125 \n",
- " 1868.15,372.524 1874.1,374.091 1880.03,375.825 1885.93,377.723 1891.8,379.78 1897.64,381.993 1903.44,384.359 1909.2,386.873 1914.91,389.531 1920.58,392.328 \n",
- " 1926.2,395.259 1931.77,398.318 1937.28,401.502 1942.74,404.809 1948.14,408.235 1953.49,411.775 1958.78,415.423 1964.01,419.175 1969.17,423.027 1974.27,426.973 \n",
- " 1979.31,431.009 1984.28,435.13 1989.18,439.332 1994.01,443.61 1998.77,447.96 2003.45,452.377 2008.07,456.858 2012.61,461.398 2017.07,465.993 2021.46,470.638 \n",
- " 2025.77,475.331 2030.01,480.066 2034.16,484.841 2038.24,489.651 2042.24,494.492 2046.16,499.362 2050,504.257 2053.75,509.175 2057.43,514.112 2061.02,519.067 \n",
- " 2064.54,524.037 2067.97,529.019 2071.32,534.011 2074.58,539.012 2077.77,544.019 2080.87,549.03 2083.89,554.044 2086.83,559.059 2089.69,564.074 2092.46,569.086 \n",
- " 2095.16,574.095 2097.77,579.099 2100.29,584.097 2102.74,589.089 2105.1,594.073 2107.38,599.049 2109.58,604.016 2111.7,608.973 2113.73,613.921 2115.69,618.858 \n",
- " 2117.56,623.784 2119.35,628.7 2121.06,633.605 2122.69,638.5 2124.24,643.385 2125.71,648.259 2127.1,653.125 2128.41,657.981 2129.64,662.826 2130.8,667.661 \n",
- " 2131.87,672.486 2132.86,677.302 2133.78,682.11 2134.61,686.911 2135.37,691.706 2136.04,696.495 2136.64,701.279 2137.16,706.059 2137.6,710.836 2137.96,715.609 \n",
- " 2138.25,720.381 2138.45,725.152 2138.58,729.922 2138.63,734.692 2138.6,739.463 2138.49,744.235 2138.3,749.008 2138.04,753.785 2137.69,758.564 2137.27,763.347 \n",
- " 2136.77,768.134 2136.19,772.925 2135.53,777.722 2134.79,782.524 2133.98,787.333 2133.08,792.148 2132.1,796.97 2131.05,801.799 2129.92,806.637 2128.7,811.482 \n",
- " 2127.41,816.336 2126.04,821.2 2124.59,826.072 2123.05,830.954 2121.44,835.846 2119.75,840.749 2117.97,845.662 2116.12,850.585 2114.18,855.52 2112.16,860.464 \n",
- " 2110.07,865.417 2107.89,870.379 2105.63,875.348 2103.29,880.325 2100.87,885.309 2098.36,890.3 2095.78,895.297 2093.11,900.298 2090.36,905.303 2087.52,910.311 \n",
- " 2084.6,915.319 2081.6,920.328 2078.52,925.335 2075.35,930.338 2072.1,935.336 2068.76,940.327 2065.35,945.308 2061.85,950.277 2058.27,955.233 2054.61,960.172 \n",
- " 2050.86,965.092 2047.04,969.99 2043.13,974.864 2039.15,979.709 2035.09,984.524 2030.94,989.305 2026.72,994.049 2022.43,998.751 2018.05,1003.41 2013.6,1008.02 \n",
- " 2009.08,1012.58 2004.48,1017.08 1999.82,1021.52 1995.07,1025.89 1990.26,1030.2 1985.38,1034.43 1980.43,1038.58 1975.42,1042.65 1970.33,1046.64 1965.19,1050.53 \n",
- " 1959.98,1054.32 1954.71,1058 1949.38,1061.58 1943.99,1065.04 1938.54,1068.39 1933.04,1071.6 1927.48,1074.69 1921.88,1077.65 1916.23,1080.47 1910.53,1083.16 \n",
- " 1904.8,1085.71 1899.02,1088.11 1893.21,1090.37 1887.36,1092.46 1881.48,1094.4 1875.57,1096.18 1869.64,1097.8 1863.68,1099.25 1857.71,1100.53 1851.71,1101.64 \n",
- " 1845.7,1102.57 1839.67,1103.33 1833.64,1103.92 1827.6,1104.33 1821.55,1104.56 1815.5,1104.61 1809.45,1104.49 1803.4,1104.18 1797.35,1103.7 1791.32,1103.04 \n",
- " 1785.29,1102.21 1779.28,1101.19 1773.29,1100.01 1767.31,1098.65 1761.35,1097.12 1755.42,1095.42 1749.51,1093.56 1743.63,1091.53 1737.78,1089.34 1731.97,1086.99 \n",
- " 1726.19,1084.49 1720.46,1081.85 1714.76,1079.05 1709.11,1076.11 1703.51,1073.04 1697.95,1069.83 1692.45,1066.5 1687,1063.05 1681.61,1059.48 1676.29,1055.8 \n",
- " 1671.02,1052.01 1665.82,1048.13 1660.69,1044.16 1655.63,1040.11 1650.64,1035.98 1645.73,1031.78 1640.89,1027.51 1636.12,1023.16 1631.43,1018.75 1626.81,1014.27 \n",
- " 1622.26,1009.73 1617.78,1005.14 1613.39,1000.49 1609.07,995.805 1604.82,991.072 1600.66,986.3 1596.57,981.492 1592.56,976.651 1588.63,971.782 1584.78,966.886 \n",
- " 1581.01,961.967 1577.32,957.029 1573.72,952.073 1570.19,947.102 1566.75,942.119 1563.39,937.125 1560.11,932.124 1556.91,927.117 1553.8,922.107 1550.77,917.094 \n",
- " 1547.82,912.081 1544.95,907.069 1542.17,902.059 1539.47,897.053 1536.85,892.051 1534.32,887.055 1531.86,882.066 1529.49,877.084 1527.2,872.11 1524.99,867.144 \n",
- " 1522.87,862.191 1520.82,857.25 1518.85,852.321 1516.97,847.403 1515.17,842.497 1513.44,837.601 1511.8,832.715 1510.24,827.84 1508.76,822.974 1507.36,818.116 \n",
- " 1506.03,813.268 1504.79,808.427 1503.63,803.594 1502.54,798.768 1501.54,793.949 1500.61,789.136 1499.77,784.329 1499,779.527 1498.31,774.73 1497.7,769.938 \n",
- " 1497.17,765.149 1496.72,760.363 1496.34,755.581 1496.05,750.8 1495.83,746.022 1495.69,741.245 1495.63,736.468 1495.65,731.692 1495.75,726.916 1495.93,722.138 \n",
- " 1496.18,717.36 1496.52,712.579 1496.93,707.796 1497.42,703.011 1497.99,698.221 1498.64,693.428 1499.37,688.629 1500.17,683.826 1501.06,679.017 1502.02,674.201 \n",
- " 1503.07,669.378 1504.19,664.548 1505.4,659.71 1506.68,654.863 1508.04,650.006 1509.48,645.14 1511,640.262 1512.61,635.374 1514.29,630.474 1516.05,625.563 \n",
- " 1517.89,620.643 1519.81,615.716 1521.82,610.78 1523.9,605.836 1526.06,600.883 1528.31,595.923 1530.63,590.955 1533.04,585.98 1535.54,580.998 1538.11,576.011 \n",
- " 1540.77,571.018 1543.51,566.022 1546.34,561.023 1549.24,556.023 1552.24,551.023 1555.31,546.024 1558.47,541.028 1561.71,536.037 1565.03,531.053 1568.44,526.077 \n",
- " 1571.93,521.113 1575.5,516.162 1579.15,511.226 1582.89,506.308 1586.7,501.411 1590.6,496.538 1594.57,491.691 1598.62,486.874 1602.76,482.09 1606.97,477.341 \n",
- " 1611.25,472.632 1615.61,467.965 1620.05,463.346 1624.56,458.776 1629.15,454.261 1633.81,449.805 1638.54,445.411 1643.34,441.083 1648.2,436.827 1653.14,432.647 \n",
- " 1658.14,428.547 1663.21,424.533 1668.35,420.609 1673.54,416.78 1678.8,413.052 1684.12,409.43 1689.49,405.918 1694.92,402.524 1700.41,399.252 1705.95,396.109 \n",
- " 1711.54,393.1 1717.18,390.231 1722.88,387.509 1728.61,384.94 1734.39,382.524 1740.21,380.26 1746.06,378.151 1751.95,376.201 1757.86,374.412 1763.8,372.786 \n",
- " 1769.76,371.327 1775.75,370.035 1781.75,368.914 1787.77,367.964 1793.8,367.187 1799.84,366.585 1805.89,366.157 1811.95,365.905 1818,365.829 1824.05,365.929 \n",
- " 1830.11,366.205 1836.15,366.657 1842.19,367.285 1848.21,368.087 1854.22,369.063 1860.21,370.212 1866.19,371.532 1872.14,373.02 1878.07,374.677 1883.98,376.498 \n",
- " 1889.85,378.482 1895.69,380.627 1901.5,382.929 1907.27,385.385 1913.01,387.992 1918.7,390.746 1924.35,393.643 1929.95,396.68 1935.51,399.853 1941.01,403.155 \n",
- " 1946.46,406.584 1951.86,410.134 1957.2,413.799 1962.48,417.574 1967.7,421.454 1972.85,425.432 1977.94,429.503 1982.95,433.659 1987.9,437.895 1992.78,442.204 \n",
- " 1997.58,446.577 2002.3,451.009 2006.94,455.491 2011.51,460.018 2015.99,464.6 2020.4,469.233 2024.74,473.914 2028.99,478.638 2033.17,483.403 2037.27,488.204 \n",
- " 2041.29,493.039 2045.23,497.904 2049.09,502.796 2052.87,507.711 2056.57,512.648 2060.19,517.603 2063.73,522.574 2067.19,527.557 2070.57,532.552 2073.86,537.555 \n",
- " 2077.07,542.564 2080.2,547.578 2083.25,552.594 2086.21,557.611 2089.09,562.628 2091.89,567.642 2094.61,572.652 2097.24,577.657 2099.8,582.656 2102.26,587.648 \n",
- " 2104.65,592.632 2106.95,597.608 2109.18,602.574 2111.32,607.531 2113.37,612.477 2115.35,617.413 2117.25,622.339 2119.06,627.254 2120.79,632.159 2122.45,637.054 \n",
- " 2124.02,641.939 2125.51,646.815 2126.93,651.681 2128.26,656.529 2129.52,661.361 2130.69,666.178 2131.79,670.981 2132.81,675.773 2133.75,680.554 2134.61,685.327 \n",
- " 2135.4,690.091 2136.1,694.85 2136.72,699.604 2137.27,704.354 2137.74,709.102 2138.13,713.848 2138.44,718.594 2138.67,723.34 2138.82,728.089 2138.89,732.839 \n",
- " 2138.89,737.594 2138.81,742.352 2138.65,747.115 2138.4,751.884 2138.09,756.659 2137.69,761.441 2137.21,766.231 2136.65,771.029 2136.02,775.835 2135.3,780.649 \n",
- " 2134.51,785.473 2133.64,790.307 2132.69,795.15 2131.66,800.003 2130.55,804.865 2129.36,809.738 2128.09,814.621 2126.74,819.514 2125.31,824.417 2123.8,829.33 \n",
- " 2122.22,834.253 2120.55,839.185 2118.8,844.126 2116.97,849.076 2115.06,854.034 2113.07,859.001 2111,863.975 2108.85,868.956 2106.62,873.944 2104.3,878.937 \n",
- " 2101.91,883.935 2099.43,888.938 2096.87,893.944 2094.23,898.953 2091.51,903.964 2088.7,908.975 2085.81,913.987 2082.84,918.997 2079.79,924.005 2076.65,929.009 \n",
- " 2073.43,934.008 2070.13,939.002 2066.74,943.988 2063.27,948.966 2059.72,953.937 2056.08,958.9 2052.36,963.851 2048.56,968.786 2044.68,973.699 2040.72,978.586 \n",
- " 2036.68,983.442 2032.56,988.264 2028.37,993.046 2024.09,997.785 2019.73,1002.47 2015.3,1007.11 2010.8,1011.69 2006.22,1016.21 2001.56,1020.67 1996.84,1025.05 \n",
- " 1992.04,1029.36 1987.17,1033.59 1982.23,1037.74 1977.23,1041.8 1972.15,1045.78 1967.02,1049.65 1961.82,1053.43 1956.56,1057.11 1951.24,1060.68 1945.86,1064.14 \n",
- " 1940.43,1067.48 1934.94,1070.71 1929.4,1073.81 1923.81,1076.79 1918.17,1079.64 1912.49,1082.35 1906.76,1084.93 1900.99,1087.36 1895.18,1089.65 1889.34,1091.79 \n",
- " 1883.46,1093.78 1877.55,1095.62 1871.61,1097.29 1865.64,1098.8 1859.65,1100.15 1853.64,1101.33 1847.61,1102.33 1841.57,1103.16 1835.51,1103.8 1829.45,1104.26 \n",
- " 1823.38,1104.54 1817.31,1104.63 1811.24,1104.52 1805.16,1104.22 1799.1,1103.73 1793.04,1103.06 1786.99,1102.2 1780.96,1101.17 1774.95,1099.96 1768.96,1098.59 \n",
- " 1762.99,1097.04 1757.05,1095.33 1751.14,1093.46 1745.27,1091.43 1739.42,1089.25 1733.62,1086.91 1727.85,1084.43 1722.13,1081.81 1716.45,1079.04 1710.82,1076.14 \n",
- " 1705.24,1073.11 1699.71,1069.95 1694.23,1066.67 1688.81,1063.26 1683.45,1059.74 1678.15,1056.1 1672.91,1052.36 1667.73,1048.51 1662.61,1044.56 1657.56,1040.51 \n",
- " 1652.58,1036.37 1647.67,1032.14 1642.83,1027.83 1638.06,1023.44 1633.36,1018.97 1628.74,1014.43 1624.19,1009.82 1619.72,1005.15 1615.33,1000.43 1611.01,995.645 \n",
- " 1606.78,990.814 1602.62,985.939 1598.54,981.022 1594.55,976.071 1590.63,971.088 1586.8,966.079 1583.05,961.049 1579.38,956.001 1575.8,950.942 1572.29,945.875 \n",
- " 1568.87,940.806 1565.54,935.74 1562.28,930.681 1559.11,925.635 1556.02,920.607 1553.02,915.595 1550.09,910.585 1547.25,905.577 1544.5,900.571 1541.82,895.569 \n",
- " 1539.23,890.57 1536.72,885.576 1534.29,880.587 1531.94,875.603 1529.67,870.626 1527.49,865.655 1525.38,860.691 1523.36,855.734 1521.42,850.784 1519.56,845.843 \n",
- " 1517.78,840.909 1516.09,835.984 1514.47,831.067 1512.93,826.159 1511.48,821.259 1510.1,816.367 1508.81,811.484 1507.59,806.61 1506.46,801.743 1505.4,796.884 \n",
- " 1504.43,792.034 1503.53,787.19 1502.72,782.354 1501.98,777.525 1501.33,772.702 1500.75,767.886 1500.25,763.074 1499.84,758.268 1499.5,753.466 1499.24,748.667 \n",
- " 1499.06,743.872 1498.96,739.079 1498.94,734.288 1498.99,729.497 1499.13,724.707 1499.35,719.915 1499.64,715.121 1500.01,710.325 1500.46,705.524 1500.99,700.718 \n",
- " 1501.6,695.907 1502.29,691.088 1503.05,686.268 1503.89,681.447 1504.81,676.623 1505.81,671.795 1506.89,666.963 1508.05,662.123 1509.29,657.276 1510.6,652.421 \n",
- " 1512,647.556 1513.48,642.682 1515.04,637.797 1516.68,632.901 1518.41,627.993 1520.21,623.075 1522.1,618.145 1524.07,613.203 1526.12,608.25 1528.26,603.287 \n",
- " 1530.48,598.313 1532.78,593.329 1535.16,588.336 1537.63,583.335 1540.18,578.326 1542.81,573.311 1545.52,568.292 1548.32,563.269 1551.2,558.243 1554.16,553.217 \n",
- " 1557.21,548.192 1560.34,543.171 1563.54,538.154 1566.83,533.144 1570.21,528.144 1573.66,523.155 1577.19,518.181 1580.8,513.223 1584.5,508.285 1588.27,503.369 \n",
- " 1592.12,498.479 1596.05,493.618 1600.06,488.788 1604.14,483.993 1608.31,479.237 1612.55,474.523 1616.86,469.856 1621.25,465.238 1625.72,460.674 1630.26,456.169 \n",
- " 1634.87,451.725 1639.56,447.349 1644.32,443.043 1649.14,438.814 1654.04,434.665 1659.01,430.602 1664.05,426.63 1669.16,422.752 1674.33,418.965 1679.56,415.272 \n",
- " 1684.85,411.68 1690.2,408.194 1695.6,404.822 1701.06,401.569 1706.57,398.441 1712.12,395.443 1717.73,392.58 1723.38,389.858 1729.07,387.279 1734.8,384.85 \n",
- " 1740.57,382.573 1746.37,380.453 1752.21,378.492 1758.07,376.694 1763.97,375.062 1769.89,373.598 1775.83,372.304 1781.79,371.183 1787.77,370.235 1793.76,369.464 \n",
- " 1799.77,368.869 1805.79,368.451 1811.81,368.212 1817.84,368.15 1823.87,368.268 1829.9,368.563 1835.93,369.035 1841.95,369.685 1847.95,370.51 1853.95,371.509 \n",
- " 1859.93,372.68 1865.89,374.022 1871.84,375.532 1877.75,377.208 1883.64,379.047 1889.5,381.045 1895.33,383.2 1901.12,385.508 1906.87,387.965 1912.57,390.566 \n",
- " 1918.23,393.307 1923.85,396.184 1929.4,399.191 1934.91,402.323 1940.35,405.578 1945.75,408.957 1951.08,412.453 1956.36,416.061 1961.57,419.775 1966.72,423.592 \n",
- " 1971.81,427.504 1976.84,431.508 1981.8,435.598 1986.69,439.77 1991.51,444.018 1996.27,448.339 2000.95,452.728 2005.56,457.181 2010.09,461.693 2014.55,466.26 \n",
- " 2018.94,470.879 2023.25,475.546 2027.48,480.257 2031.64,485.008 2035.72,489.797 2039.72,494.619 2043.64,499.472 2047.47,504.352 2051.23,509.257 2054.91,514.183 \n",
- " 2058.5,519.128 2062.02,524.09 2065.45,529.066 2068.8,534.053 2072.06,539.05 2075.25,544.054 2078.35,549.064 2081.37,554.077 2084.3,559.091 2087.16,564.106 \n",
- " 2089.93,569.119 2092.62,574.13 2095.22,579.137 2097.75,584.136 2100.19,589.127 2102.55,594.107 2104.83,599.079 2107.03,604.042 2109.15,608.995 2111.18,613.94 \n",
- " 2113.14,618.876 2115.01,623.803 2116.8,628.722 2118.51,633.633 2120.15,638.536 2121.7,643.431 2123.17,648.318 2124.56,653.198 2125.87,658.071 2127.1,662.937 \n",
- " 2128.25,667.796 2129.32,672.649 2130.31,677.496 2131.22,682.337 2132.05,687.173 2132.8,692.004 2133.47,696.83 2134.07,701.652 2134.58,706.47 2135.02,711.285 \n",
- " 2135.37,716.096 2135.65,720.905 2135.85,725.712 2135.96,730.517 2136,735.321 2135.96,740.123 2135.84,744.926 2135.65,749.729 2135.37,754.533 2135.01,759.338 \n",
- " 2134.58,764.144 2134.06,768.954 2133.47,773.766 2132.79,778.582 2132.04,783.402 2131.21,788.227 2130.3,793.057 2129.3,797.893 2128.23,802.737 2127.08,807.587 \n",
- " 2125.85,812.446 2124.54,817.314 2123.15,822.192 2121.68,827.079 2120.13,831.978 2118.5,836.889 2116.79,841.809 2115,846.737 2113.13,851.672 2111.18,856.615 \n",
- " 2109.15,861.565 2107.04,866.523 2104.85,871.488 2102.57,876.46 2100.21,881.439 2097.77,886.423 2095.25,891.413 2092.64,896.407 2089.95,901.404 2087.17,906.404 \n",
- " 2084.32,911.405 2081.38,916.405 2078.35,921.403 2075.24,926.398 2072.05,931.388 2068.78,936.371 2065.43,941.345 2061.99,946.307 2058.47,951.257 2054.87,956.191 \n",
- " 2051.18,961.106 2047.42,966.001 2043.58,970.872 2039.65,975.718 2035.65,980.533 2031.57,985.317 2027.41,990.064 2023.18,994.773 2018.87,999.439 2014.48,1004.06 \n",
- " 2010.02,1008.63 2005.49,1013.15 2000.88,1017.6 1996.2,1022 1991.45,1026.33 1986.64,1030.59 1981.75,1034.78 1976.8,1038.88 1971.78,1042.91 1966.7,1046.84 \n",
- " 1961.55,1050.68 1956.35,1054.42 1951.08,1058.05 1945.76,1061.58 1940.37,1064.99 1934.94,1068.28 1929.45,1071.44 1923.9,1074.47 1918.31,1077.36 1912.67,1080.11 \n",
- " 1906.98,1082.71 1901.24,1085.15 1895.47,1087.45 1889.67,1089.59 1883.82,1091.58 1877.95,1093.41 1872.05,1095.07 1866.12,1096.58 1860.17,1097.91 1854.2,1099.07 \n",
- " \n",
- " \"/>\n",
- "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#00a98d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
- " 1603.05,735.266 1603.11,729.565 1603.28,723.865 1603.56,718.168 1603.95,712.475 1604.45,706.786 1605.07,701.104 1605.8,695.429 1606.63,689.763 1607.58,684.108 \n",
- " 1608.65,678.464 1609.82,672.834 1611.1,667.218 1612.49,661.62 1614,656.039 1615.61,650.479 1617.33,644.942 1619.16,639.428 1621.1,633.94 1623.14,628.482 \n",
- " 1625.29,623.054 1627.55,617.659 1629.92,612.301 1632.39,606.981 1634.96,601.702 1637.64,596.468 1640.42,591.282 1643.3,586.145 1646.28,581.063 1649.36,576.038 \n",
- " 1652.54,571.074 1655.82,566.175 1659.19,561.344 1662.65,556.585 1666.21,551.903 1669.86,547.3 1673.6,542.782 1677.43,538.353 1681.34,534.016 1685.34,529.776 \n",
- " 1689.42,525.637 1693.58,521.605 1697.82,517.683 1702.13,513.874 1706.52,510.184 1710.98,506.618 1715.51,503.18 1720.11,499.875 1724.76,496.709 1729.48,493.684 \n",
- " 1734.26,490.805 1739.09,488.077 1743.98,485.502 1748.91,483.085 1753.89,480.829 1758.91,478.736 1763.97,476.811 1769.07,475.055 1774.2,473.471 1779.36,472.062 \n",
- " 1784.55,470.83 1789.76,469.777 1794.99,468.905 1800.23,468.215 1805.49,467.709 1810.75,467.388 1816.02,467.252 1821.29,467.301 1826.55,467.535 1831.81,467.954 \n",
- " 1837.06,468.556 1842.29,469.341 1847.51,470.308 1852.71,471.456 1857.88,472.781 1863.03,474.284 1868.14,475.96 1873.22,477.808 1878.26,479.825 1883.26,482.008 \n",
- " 1888.22,484.354 1893.13,486.858 1897.98,489.517 1902.79,492.328 1907.53,495.285 1912.22,498.385 1916.85,501.625 1921.41,504.999 1925.9,508.504 1930.32,512.135 \n",
- " 1934.67,515.887 1938.94,519.756 1943.14,523.737 1947.26,527.825 1951.3,532.017 1955.25,536.308 1959.12,540.693 1962.9,545.17 1966.59,549.732 1970.19,554.377 \n",
- " 1973.7,559.1 1977.12,563.898 1980.44,568.766 1983.66,573.701 1986.79,578.698 1989.82,583.755 1992.75,588.867 1995.57,594.03 1998.3,599.243 2000.92,604.5 \n",
- " 2003.44,609.8 2005.85,615.14 2008.16,620.518 2010.37,625.93 2012.46,631.375 2014.45,636.85 2016.33,642.353 2018.11,647.881 2019.77,653.432 2021.32,659.005 \n",
- " 2022.77,664.598 2024.1,670.207 2025.33,675.833 2026.44,681.472 2027.44,687.124 2028.33,692.786 2029.11,698.457 2029.78,704.135 2030.34,709.821 2030.78,715.511 \n",
- " 2031.11,721.204 2031.33,726.901 2031.44,732.599 2031.43,738.298 2031.32,743.996 2031.09,749.694 2030.75,755.389 2030.3,761.079 2029.74,766.764 2029.06,772.441 \n",
- " 2028.27,778.11 2027.38,783.77 2026.37,789.419 2025.25,795.056 2024.02,800.679 2022.68,806.286 2021.23,811.876 2019.67,817.446 2017.99,822.996 2016.22,828.522 \n",
- " 2014.33,834.023 2012.33,839.497 2010.23,844.94 2008.02,850.351 2005.7,855.727 2003.28,861.065 2000.76,866.363 1998.13,871.617 1995.4,876.826 1992.56,881.985 \n",
- " 1989.63,887.092 1986.6,892.143 1983.46,897.136 1980.23,902.067 1976.91,906.935 1973.48,911.736 1969.97,916.465 1966.36,921.117 1962.66,925.685 1958.88,930.167 \n",
- " 1955,934.556 1951.04,938.848 1947,943.038 1942.88,947.122 1938.68,951.095 1934.4,954.954 1930.04,958.693 1925.62,962.308 1921.12,965.796 1916.56,969.153 \n",
- " 1911.93,972.373 1907.24,975.454 1902.49,978.392 1897.68,981.184 1892.82,983.824 1887.91,986.311 1882.95,988.641 1877.94,990.809 1872.9,992.814 1867.82,994.652 \n",
- " 1862.7,996.32 1857.55,997.815 1852.37,999.134 1847.17,1000.27 1841.95,1001.23 1836.72,1002.01 1831.47,1002.6 1826.21,1003 1820.94,1003.22 1815.68,1003.26 \n",
- " 1810.41,1003.11 1805.15,1002.78 1799.9,1002.26 1794.66,1001.56 1789.43,1000.68 1784.23,999.616 1779.05,998.377 1773.89,996.961 1768.77,995.37 1763.67,993.607 \n",
- " 1758.61,991.674 1753.6,989.574 1748.62,987.309 1743.69,984.883 1738.81,982.299 1733.98,979.56 1729.21,976.671 1724.49,973.634 1719.83,970.455 1715.24,967.137 \n",
- " 1710.71,963.685 1706.25,960.104 1701.86,956.398 1697.55,952.574 1693.31,948.636 1689.16,944.59 1685.08,940.441 1681.09,936.194 1677.18,931.85 1673.36,927.413 \n",
- " 1669.63,922.887 1665.99,918.276 1662.43,913.585 1658.97,908.819 1655.61,903.981 1652.34,899.075 1649.17,894.105 1646.09,889.074 1643.12,883.986 1640.25,878.845 \n",
- " 1637.47,873.654 1634.8,868.416 1632.24,863.134 1629.77,857.811 1627.42,852.449 1625.17,847.053 1623.02,841.623 1620.99,836.163 1619.06,830.675 1617.24,825.162 \n",
- " 1615.52,819.624 1613.92,814.064 1612.43,808.485 1611.05,802.887 1609.77,797.273 1608.61,791.643 1607.56,786 1606.62,780.345 1605.79,774.681 1605.07,769.009 \n",
- " 1604.46,763.33 1603.96,757.645 1603.57,751.955 1603.3,746.261 1603.13,740.563 1603.08,734.864 1603.15,729.163 1603.32,723.463 1603.61,717.764 1604.01,712.068 \n",
- " 1604.52,706.376 1605.14,700.69 1605.88,695.011 1606.72,689.341 1607.68,683.681 1608.75,678.033 1609.94,672.4 1611.23,666.781 1612.63,661.18 1614.14,655.599 \n",
- " 1615.77,650.039 1617.5,644.502 1619.34,638.991 1621.29,633.507 1623.34,628.053 1625.51,622.631 1627.77,617.244 1630.15,611.893 1632.63,606.582 1635.21,601.312 \n",
- " 1637.89,596.086 1640.68,590.908 1643.57,585.779 1646.56,580.701 1649.64,575.678 1652.83,570.712 1656.11,565.81 1659.49,560.976 1662.96,556.214 1666.53,551.529 \n",
- " 1670.19,546.926 1673.93,542.409 1677.76,537.983 1681.68,533.652 1685.69,529.421 1689.77,525.294 1693.94,521.275 1698.18,517.369 1702.5,513.58 1706.9,509.911 \n",
- " 1711.36,506.368 1715.9,502.953 1720.49,499.671 1725.16,496.526 1729.88,493.521 1734.66,490.661 1739.5,487.949 1744.39,485.388 1749.32,482.984 1754.31,480.738 \n",
- " 1759.33,478.655 1764.4,476.738 1769.5,474.99 1774.63,473.415 1779.79,472.016 1784.98,470.797 1790.19,469.76 1795.42,468.906 1800.66,468.236 1805.91,467.75 \n",
- " 1811.17,467.449 1816.44,467.332 1821.7,467.4 1826.96,467.651 1832.22,468.085 1837.46,468.702 1842.68,469.5 1847.89,470.478 1853.08,471.635 1858.25,472.968 \n",
- " 1863.38,474.477 1868.48,476.159 1873.55,478.012 1878.59,480.033 1883.58,482.221 1888.53,484.571 1893.43,487.081 1898.28,489.748 1903.08,492.568 1907.82,495.538 \n",
- " 1912.5,498.654 1917.12,501.911 1921.68,505.307 1926.17,508.835 1930.6,512.492 1934.95,516.272 1939.22,520.172 1943.42,524.184 1947.53,528.305 1951.57,532.528 \n",
- " 1955.52,536.848 1959.38,541.258 1963.16,545.753 1966.84,550.325 1970.43,554.976 1973.92,559.706 1977.33,564.51 1980.64,569.384 1983.85,574.324 1986.97,579.326 \n",
- " 1989.98,584.388 1992.9,589.505 1995.72,594.674 1998.43,599.892 2001.04,605.156 2003.55,610.462 2005.95,615.808 2008.25,621.19 2010.44,626.607 2012.52,632.055 \n",
- " 2014.5,637.532 2016.37,643.036 2018.13,648.565 2019.78,654.115 2021.32,659.686 2022.74,665.275 2024.06,670.881 2025.27,676.502 2026.37,682.136 2027.36,687.782 \n",
- " 2028.23,693.439 2029,699.105 2029.65,704.779 2030.19,710.46 2030.62,716.148 2030.94,721.841 2031.15,727.537 2031.25,733.233 2031.23,738.929 2031.11,744.623 \n",
- " 2030.87,750.316 2030.52,756.006 2030.06,761.693 2029.49,767.374 2028.8,773.049 2028.01,778.716 2027.1,784.374 2026.08,790.022 2024.95,795.657 2023.7,801.279 \n",
- " 2022.35,806.885 2020.89,812.474 2019.31,818.043 2017.63,823.591 2015.84,829.115 2013.94,834.613 2011.93,840.083 2009.81,845.522 2007.59,850.928 2005.26,856.298 \n",
- " 2002.83,861.63 2000.29,866.921 1997.65,872.167 1994.91,877.367 1992.06,882.516 1989.11,887.613 1986.07,892.652 1982.93,897.632 1979.69,902.549 1976.35,907.399 \n",
- " 1972.92,912.178 1969.4,916.884 1965.78,921.512 1962.08,926.065 1958.28,930.536 1954.4,934.92 1950.43,939.21 1946.38,943.401 1942.25,947.487 1938.04,951.463 \n",
- " 1933.76,955.323 1929.4,959.063 1924.97,962.677 1920.47,966.161 1915.9,969.511 1911.27,972.722 1906.57,975.79 1901.82,978.711 1897.01,981.482 1892.15,984.099 \n",
- " 1887.24,986.558 1882.28,988.857 1877.28,990.993 1872.23,992.962 1867.15,994.763 1862.03,996.393 1856.88,997.849 1851.71,999.13 1846.5,1000.23 1841.28,1001.16 \n",
- " 1836.04,1001.91 1830.79,1002.47 1825.53,1002.85 1820.26,1003.05 1814.99,1003.06 1809.72,1002.89 1804.46,1002.54 1799.2,1002 1793.96,1001.28 1788.74,1000.37 \n",
- " 1783.54,999.275 1778.37,998 1773.21,996.546 1768.09,994.916 1763.01,993.115 1757.96,991.145 1752.95,989.01 1747.99,986.714 1743.07,984.26 1738.2,981.652 \n",
- " 1733.38,978.893 1728.62,975.987 1723.92,972.938 1719.28,969.75 1714.71,966.427 1710.2,962.972 1705.76,959.39 1701.39,955.684 1697.09,951.859 1692.87,947.919 \n",
- " 1688.73,943.868 1684.67,939.709 1680.7,935.449 1676.8,931.09 1673,926.637 1669.28,922.094 1665.65,917.467 1662.11,912.759 1658.67,907.975 1655.32,903.119 \n",
- " 1652.07,898.197 1648.91,893.213 1645.86,888.172 1642.9,883.079 1640.04,877.936 1637.29,872.743 1634.64,867.504 1632.09,862.221 1629.64,856.896 1627.3,851.532 \n",
- " 1625.06,846.132 1622.93,840.698 1620.91,835.232 1618.99,829.736 1617.18,824.214 1615.48,818.667 1613.89,813.097 1612.41,807.506 1611.04,801.896 1609.78,796.27 \n",
- " 1608.64,790.629 1607.6,784.976 1606.68,779.311 1605.87,773.636 1605.17,767.954 1604.58,762.266 1604.1,756.573 1603.74,750.877 1603.49,745.18 1603.36,739.482 \n",
- " 1603.34,733.785 1603.43,728.091 1603.63,722.4 1603.94,716.714 1604.37,711.033 1604.91,705.359 1605.56,699.693 1606.32,694.036 1607.19,688.388 1608.17,682.75 \n",
- " 1609.27,677.124 1610.47,671.509 1611.78,665.906 1613.2,660.317 1614.72,654.745 1616.36,649.194 1618.11,643.665 1619.96,638.161 1621.92,632.683 1623.99,627.235 \n",
- " 1626.17,621.819 1628.45,616.437 1630.84,611.092 1633.33,605.787 1635.93,600.525 1638.63,595.308 1641.43,590.14 1644.33,585.024 1647.34,579.964 1650.44,574.962 \n",
- " 1653.64,570.022 1656.94,565.147 1660.33,560.342 1663.82,555.61 1667.4,550.955 1671.07,546.381 1674.82,541.891 1678.67,537.491 1682.6,533.184 1686.61,528.975 \n",
- " 1690.71,524.869 1694.88,520.869 1699.13,516.98 1703.46,513.208 1707.86,509.556 1712.34,506.03 1716.87,502.629 1721.48,499.356 1726.15,496.215 1730.87,493.213 \n",
- " 1735.65,490.355 1740.49,487.646 1745.38,485.089 1750.31,482.691 1755.28,480.454 1760.3,478.383 1765.36,476.48 1770.45,474.749 1775.57,473.193 1780.72,471.814 \n",
- " 1785.89,470.614 1791.09,469.596 1796.3,468.762 1801.53,468.111 1806.77,467.646 1812.02,467.368 1817.28,467.276 1822.53,467.371 1827.79,467.653 1833.04,468.122 \n",
- " 1838.28,468.776 1843.51,469.615 1848.72,470.638 1853.92,471.842 1859.09,473.226 1864.24,474.789 1869.35,476.527 1874.44,478.437 1879.48,480.517 1884.49,482.763 \n",
- " 1889.45,485.172 1894.37,487.74 1899.23,490.462 1904.04,493.334 1908.78,496.351 1913.47,499.508 1918.09,502.799 1922.63,506.22 1927.11,509.763 1931.5,513.427 \n",
- " 1935.83,517.213 1940.07,521.115 1944.24,525.129 1948.33,529.25 1952.34,533.474 1956.27,537.795 1960.11,542.209 1963.86,546.713 1967.52,551.3 1971.09,555.969 \n",
- " 1974.57,560.713 1977.96,565.53 1981.25,570.415 1984.44,575.366 1987.54,580.377 1990.53,585.447 1993.43,590.57 1996.22,595.745 1998.91,600.968 2001.5,606.235 \n",
- " 2003.98,611.545 2006.36,616.893 2008.63,622.279 2010.8,627.698 2012.86,633.148 2014.81,638.627 2016.66,644.134 2018.39,649.664 2020.02,655.218 2021.54,660.792 \n",
- " 2022.95,666.381 2024.25,671.985 2025.45,677.604 2026.53,683.235 2027.51,688.878 2028.37,694.533 2029.13,700.198 2029.77,705.872 2030.3,711.555 2030.72,717.245 \n",
- " 2031.03,722.94 2031.22,728.641 2031.3,734.345 2031.27,740.051 2031.12,745.758 2030.87,751.465 2030.5,757.169 2030.01,762.87 2029.41,768.565 2028.7,774.254 \n",
- " 2027.88,779.934 2026.95,785.604 2025.9,791.262 2024.74,796.906 2023.47,802.534 2022.08,808.145 2020.59,813.736 2018.99,819.304 2017.28,824.85 2015.45,830.369 \n",
- " 2013.52,835.859 2011.48,841.32 2009.34,846.747 2007.09,852.14 2004.73,857.494 2002.27,862.809 1999.7,868.081 1997.04,873.308 1994.27,878.487 1991.4,883.616 \n",
- " 1988.43,888.692 1985.36,893.711 1982.19,898.672 1978.93,903.571 1975.57,908.405 1972.12,913.173 1968.58,917.869 1964.94,922.489 1961.22,927.026 1957.41,931.476 \n",
- " 1953.51,935.833 1949.52,940.092 1945.46,944.248 1941.31,948.297 1937.09,952.233 1932.78,956.053 1928.41,959.751 1923.96,963.324 1919.45,966.767 1914.87,970.076 \n",
- " 1910.22,973.247 1905.51,976.276 1900.75,979.16 1895.93,981.895 1891.06,984.478 1886.13,986.905 1881.16,989.173 1876.15,991.279 1871.1,993.22 1866.01,994.994 \n",
- " 1860.88,996.596 1855.73,998.026 1850.55,999.28 1845.34,1000.36 1840.12,1001.25 1834.88,1001.97 1829.63,1002.5 1824.38,1002.84 1819.11,1002.99 1813.85,1002.96 \n",
- " 1808.59,1002.74 1803.34,1002.33 1798.09,1001.73 1792.86,1000.95 1787.65,999.995 1782.46,998.857 1777.29,997.543 1772.15,996.055 1767.04,994.395 1761.97,992.565 \n",
- " 1756.94,990.569 1751.94,988.41 1746.99,986.089 1742.09,983.611 1737.24,980.978 1732.44,978.193 1727.7,975.261 1723.01,972.184 1718.39,968.967 1713.83,965.612 \n",
- " 1709.34,962.124 1704.92,958.507 1700.56,954.764 1696.29,950.901 1692.09,946.921 1687.96,942.829 1683.92,938.629 1679.96,934.326 1676.09,929.926 1672.3,925.432 \n",
- " 1668.6,920.85 1664.99,916.184 1661.48,911.441 1658.06,906.626 1654.73,901.744 1651.51,896.801 1648.38,891.802 1645.35,886.753 1642.42,881.654 1639.59,876.503 \n",
- " 1636.87,871.303 1634.24,866.056 1631.72,860.766 1629.3,855.434 1626.99,850.064 1624.78,844.658 1622.68,839.219 1620.69,833.749 1618.8,828.251 1617.03,822.727 \n",
- " 1615.36,817.178 1613.8,811.608 1612.35,806.018 1611.01,800.411 1609.79,794.787 1608.67,789.15 1607.66,783.501 1606.77,777.841 1605.99,772.172 1605.32,766.497 \n",
- " 1604.76,760.816 1604.32,755.13 1603.99,749.442 1603.77,743.752 1603.66,738.062 1603.66,732.373 1603.78,726.685 1604.01,721.001 1604.35,715.321 1604.8,709.645 \n",
- " 1605.37,703.975 1606.04,698.311 1606.83,692.654 1607.72,687.004 1608.73,681.363 1609.84,675.733 1611.07,670.118 1612.4,664.518 1613.84,658.935 1615.4,653.372 \n",
- " 1617.06,647.83 1618.83,642.311 1620.71,636.818 1622.7,631.352 1624.79,625.917 1627,620.514 1629.3,615.146 1631.72,609.816 1634.24,604.526 1636.86,599.28 \n",
- " 1639.59,594.081 1642.41,588.931 1645.34,583.833 1648.37,578.792 1651.5,573.809 1654.72,568.89 1658.04,564.038 1661.45,559.255 1664.96,554.547 1668.56,549.916 \n",
- " 1672.25,545.367 1676.03,540.905 1679.89,536.533 1683.84,532.255 1687.87,528.077 1691.98,524.002 1696.17,520.036 1700.44,516.182 1704.79,512.446 1709.2,508.833 \n",
- " 1713.69,505.338 1718.24,501.968 1722.86,498.728 1727.53,495.624 1732.27,492.66 1737.06,489.843 1741.91,487.177 1746.8,484.666 1751.74,482.315 1756.72,480.127 \n",
- " 1761.75,478.106 1766.81,476.255 1771.9,474.577 1777.02,473.075 1782.18,471.751 1787.35,470.607 1792.55,469.645 1797.77,468.867 1803,468.273 1808.24,467.866 \n",
- " 1813.49,467.644 1818.74,467.609 1823.99,467.761 1829.24,468.099 1834.49,468.623 1839.73,469.331 1844.95,470.224 1850.15,471.299 1855.34,472.555 1860.5,473.989 \n",
- " 1865.64,475.599 1870.74,477.383 1875.81,479.338 1880.84,481.46 1885.83,483.747 1890.77,486.193 1895.66,488.796 1900.49,491.551 1905.27,494.452 1909.99,497.496 \n",
- " 1914.64,500.676 1919.22,503.988 1923.74,507.431 1928.18,511.003 1932.55,514.701 1936.85,518.517 1941.07,522.449 1945.22,526.49 1949.28,530.637 1953.26,534.884 \n",
- " 1957.16,539.227 1960.97,543.662 1964.69,548.185 1968.33,552.79 1971.87,557.475 1975.32,562.235 1978.68,567.067 1981.93,571.966 1985.1,576.929 1988.16,581.952 \n",
- " 1991.12,587.033 1993.99,592.167 1996.75,597.351 1999.41,602.583 2001.97,607.859 2004.42,613.176 2006.76,618.532 2009,623.924 2011.14,629.349 2013.16,634.805 \n",
- " 2015.08,640.289 2016.89,645.799 2018.6,651.333 2020.19,656.888 2021.68,662.461 2023.06,668.049 2024.34,673.653 2025.5,679.272 2026.55,684.904 2027.5,690.549 \n",
- " 2028.33,696.205 2029.05,701.871 2029.66,707.547 2030.16,713.232 2030.54,718.923 2030.82,724.62 2030.98,730.321 2031.02,736.025 2030.96,741.731 2030.78,747.437 \n",
- " 2030.49,753.141 2030.08,758.843 2029.56,764.541 2028.93,770.232 2028.19,775.916 2027.33,781.59 2026.36,787.253 2025.28,792.903 2024.09,798.539 2022.79,804.157 \n",
- " 2021.37,809.757 2019.85,815.336 2018.21,820.892 2016.47,826.424 2014.61,831.928 2012.65,837.404 2010.58,842.848 2008.41,848.259 2006.13,853.633 2003.74,858.97 \n",
- " 2001.25,864.266 1998.66,869.518 1995.96,874.725 1993.16,879.884 1990.27,884.993 1987.27,890.048 1984.17,895.046 1980.98,899.987 1977.7,904.865 1974.32,909.68 \n",
- " 1970.84,914.425 1967.27,919.096 1963.61,923.688 1959.87,928.194 1956.03,932.61 1952.11,936.931 1948.11,941.153 1944.02,945.269 1939.85,949.277 1935.61,953.171 \n",
- " 1931.29,956.947 1926.9,960.601 1922.44,964.127 1917.91,967.524 1913.31,970.785 1908.65,973.908 1903.93,976.889 1899.15,979.724 1894.32,982.409 1889.44,984.942 \n",
- " 1884.51,987.318 1879.53,989.535 1874.51,991.589 1869.45,993.478 1864.35,995.198 1859.23,996.747 1854.07,998.122 1848.89,999.321 1843.68,1000.34 1838.46,1001.18 \n",
- " 1833.23,1001.83 1827.98,1002.3 1822.73,1002.59 1817.47,1002.69 1812.22,1002.6 1806.96,1002.34 1801.72,1001.88 1796.48,1001.24 1791.26,1000.42 1786.06,999.424 \n",
- " \n",
- " \"/>\n",
- "<polyline clip-path=\"url(#clip652)\" style=\"stroke:#8e971d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
- " 1710.15,735.266 1710.2,731.055 1710.35,726.847 1710.6,722.646 1710.94,718.454 1711.39,714.277 1711.93,710.116 1712.57,705.975 1713.31,701.859 1714.14,697.769 \n",
- " 1715.07,693.709 1716.09,689.684 1717.21,685.696 1718.42,681.748 1719.73,677.845 1721.12,673.99 1722.6,670.186 1724.18,666.436 1725.84,662.744 1727.59,659.114 \n",
- " 1729.42,655.549 1731.33,652.053 1733.33,648.629 1735.4,645.28 1737.56,642.009 1739.78,638.822 1742.09,635.719 1744.46,632.706 1746.91,629.785 1749.42,626.959 \n",
- " 1752,624.232 1754.64,621.606 1757.34,619.085 1760.1,616.672 1762.91,614.37 1765.78,612.181 1768.69,610.108 1771.66,608.154 1774.67,606.321 1777.72,604.612 \n",
- " 1780.81,603.028 1783.93,601.571 1787.09,600.245 1790.27,599.049 1793.49,597.986 1796.73,597.058 1799.98,596.264 1803.26,595.608 1806.55,595.089 1809.84,594.708 \n",
- " 1813.15,594.465 1816.46,594.362 1819.77,594.398 1823.08,594.574 1826.38,594.888 1829.67,595.341 1832.96,595.932 1836.22,596.659 1839.47,597.523 1842.69,598.522 \n",
- " 1845.89,599.655 1849.07,600.919 1852.21,602.313 1855.31,603.837 1858.38,605.487 1861.41,607.261 1864.4,609.157 1867.34,611.173 1870.23,613.306 1873.07,615.554 \n",
- " 1875.85,617.914 1878.58,620.383 1881.25,622.958 1883.86,625.636 1886.4,628.416 1888.88,631.292 1891.29,634.262 1893.63,637.323 1895.89,640.471 1898.08,643.702 \n",
- " 1900.19,647.014 1902.23,650.403 1904.18,653.865 1906.06,657.398 1907.84,660.998 1909.55,664.661 1911.16,668.384 1912.69,672.162 1914.13,675.994 1915.48,679.875 \n",
- " 1916.73,683.802 1917.9,687.771 1918.97,691.78 1919.94,695.824 1920.82,699.9 1921.6,704.004 1922.29,708.134 1922.87,712.286 1923.36,716.456 1923.76,720.641 \n",
- " 1924.05,724.838 1924.24,729.044 1924.34,733.254 1924.34,737.466 1924.24,741.675 1924.04,745.88 1923.74,750.077 1923.34,754.261 1922.85,758.431 1922.25,762.581 \n",
- " 1921.56,766.71 1920.78,770.813 1919.89,774.888 1918.92,778.93 1917.84,782.936 1916.68,786.903 1915.42,790.828 1914.06,794.706 1912.62,798.535 1911.09,802.311 \n",
- " 1909.47,806.031 1907.76,809.69 1905.97,813.287 1904.1,816.816 1902.14,820.275 1900.1,823.661 1897.99,826.971 1895.79,830.2 1893.53,833.345 1891.19,836.404 \n",
- " 1888.77,839.371 1886.3,842.244 1883.75,845.019 1881.14,847.694 1878.47,850.264 1875.74,852.728 1872.95,855.083 1870.11,857.325 1867.21,859.452 1864.27,861.462 \n",
- " 1861.28,863.352 1858.25,865.119 1855.18,866.763 1852.07,868.28 1848.93,869.668 1845.76,870.927 1842.55,872.053 1839.33,873.046 1836.08,873.904 1832.81,874.626 \n",
- " 1829.53,875.211 1826.24,875.658 1822.93,875.968 1819.62,876.138 1816.31,876.17 1813,876.063 1809.7,875.816 1806.4,875.431 1803.11,874.908 1799.84,874.246 \n",
- " 1796.59,873.449 1793.35,872.515 1790.14,871.446 1786.95,870.245 1783.8,868.911 1780.67,867.448 1777.58,865.857 1774.54,864.14 1771.53,862.299 1768.56,860.337 \n",
- " 1765.65,858.256 1762.78,856.06 1759.97,853.752 1757.21,851.334 1754.52,848.808 1751.88,846.177 1749.3,843.445 1746.79,840.614 1744.35,837.688 1741.98,834.67 \n",
- " 1739.68,831.563 1737.45,828.371 1735.3,825.097 1733.23,821.745 1731.24,818.318 1729.33,814.818 1727.5,811.25 1725.76,807.618 1724.1,803.923 1722.53,800.171 \n",
- " 1721.05,796.363 1719.66,792.505 1718.36,788.599 1717.16,784.648 1716.05,780.657 1715.03,776.629 1714.1,772.567 1713.28,768.475 1712.54,764.357 1711.91,760.215 \n",
- " 1711.37,756.054 1710.93,751.876 1710.59,747.684 1710.34,743.482 1710.2,739.274 1710.15,735.062 1710.2,730.851 1710.35,726.643 1710.6,722.441 1710.95,718.25 \n",
- " 1711.4,714.073 1711.95,709.913 1712.59,705.773 1713.33,701.657 1714.17,697.568 1715.11,693.51 1716.14,689.486 1717.26,685.499 1718.48,681.554 1719.79,677.653 \n",
- " 1721.19,673.8 1722.68,669.998 1724.26,666.251 1725.93,662.563 1727.68,658.936 1729.52,655.374 1731.43,651.881 1733.43,648.461 1735.51,645.115 1737.67,641.847 \n",
- " 1739.9,638.661 1742.21,635.561 1744.59,632.55 1747.03,629.632 1749.55,626.809 1752.13,624.087 1754.77,621.466 1757.47,618.951 1760.24,616.545 1763.05,614.249 \n",
- " 1765.92,612.068 1768.84,610.002 1771.81,608.056 1774.82,606.231 1777.87,604.529 1780.96,602.953 1784.09,601.504 1787.25,600.184 1790.44,598.996 1793.66,597.94 \n",
- " 1796.89,597.018 1800.15,596.232 1803.43,595.583 1806.72,595.071 1810.02,594.697 1813.32,594.461 1816.63,594.364 1819.94,594.405 1823.25,594.586 1826.55,594.905 \n",
- " 1829.84,595.362 1833.12,595.957 1836.39,596.688 1839.63,597.556 1842.86,598.559 1846.05,599.696 1849.22,600.965 1852.36,602.365 1855.47,603.894 1858.53,605.551 \n",
- " 1861.56,607.333 1864.54,609.237 1867.48,611.262 1870.37,613.406 1873.21,615.664 1876,618.035 1878.72,620.515 1881.39,623.102 1884,625.79 1886.54,628.578 \n",
- " 1889.01,631.461 1891.42,634.436 1893.75,637.502 1896.01,640.654 1898.2,643.891 1900.31,647.207 1902.34,650.601 1904.29,654.068 1906.16,657.605 1907.94,661.208 \n",
- " 1909.64,664.875 1911.25,668.601 1912.78,672.383 1914.21,676.218 1915.55,680.102 1916.8,684.031 1917.96,688.003 1919.02,692.014 1919.99,696.06 1920.86,700.139 \n",
- " 1921.64,704.246 1922.32,708.377 1922.9,712.531 1923.38,716.703 1923.77,720.89 1924.06,725.088 1924.24,729.294 1924.33,733.504 1924.32,737.716 1924.22,741.925 \n",
- " 1924.01,746.13 1923.71,750.326 1923.31,754.51 1922.81,758.678 1922.21,762.828 1921.52,766.956 1920.72,771.058 1919.84,775.131 1918.85,779.171 1917.78,783.175 \n",
- " 1916.61,787.14 1915.34,791.061 1913.98,794.936 1912.54,798.762 1911,802.534 1909.38,806.249 1907.66,809.905 1905.87,813.497 1903.99,817.021 1902.02,820.476 \n",
- " 1899.98,823.856 1897.86,827.16 1895.66,830.382 1893.38,833.521 1891.04,836.572 1888.62,839.533 1886.14,842.399 1883.59,845.167 1880.97,847.837 1878.3,850.404 \n",
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- " 1780.47,867.332 1777.38,865.734 1774.34,864.012 1771.33,862.166 1768.38,860.201 1765.46,858.117 1762.6,855.918 1759.8,853.605 1757.04,851.182 1754.35,848.651 \n",
- " 1751.72,846.016 1749.15,843.278 1746.64,840.442 1744.21,837.51 1741.84,834.485 1739.55,831.37 1737.33,828.17 1735.18,824.888 1733.11,821.526 1731.13,818.089 \n",
- " 1729.22,814.581 1727.4,811.005 1725.66,807.366 1724.01,803.667 1722.45,799.912 1720.97,796.102 1719.58,792.243 1718.28,788.336 1717.08,784.385 1715.96,780.394 \n",
- " 1714.94,776.366 1714.02,772.303 1713.19,768.21 1712.46,764.09 1711.82,759.946 1711.28,755.782 1710.85,751.6 1710.51,747.405 1710.27,743.199 1710.13,738.987 \n",
- " 1710.09,734.771 1710.15,730.555 1710.31,726.342 1710.57,722.136 1710.93,717.941 1711.39,713.759 1711.95,709.594 1712.61,705.45 1713.36,701.33 1714.22,697.238 \n",
- " 1715.16,693.177 1716.21,689.151 1717.34,685.163 1718.58,681.216 1719.9,677.315 1721.31,673.463 1722.81,669.663 1724.4,665.919 1726.08,662.235 1727.83,658.613 \n",
- " 1729.68,655.057 1731.6,651.568 1733.61,648.152 1735.7,644.811 1737.86,641.55 1740.1,638.372 1742.41,635.281 1744.8,632.279 1747.25,629.371 1749.77,626.559 \n",
- " 1752.36,623.847 1755,621.237 1757.71,618.732 1760.48,616.336 1763.3,614.051 1766.18,611.88 1769.1,609.825 1772.07,607.888 1775.09,606.073 1778.14,604.381 \n",
- " 1781.24,602.815 1784.37,601.376 1787.53,600.067 1790.72,598.89 1793.94,597.845 1797.18,596.935 1800.44,596.16 1803.72,595.52 1807.01,595.018 1810.31,594.653 \n",
- " 1813.61,594.427 1816.92,594.339 1820.23,594.39 1823.54,594.58 1826.84,594.909 1830.13,595.376 1833.4,595.982 1836.67,596.724 1839.91,597.604 1843.13,598.618 \n",
- " 1846.32,599.767 1849.49,601.049 1852.63,602.461 1855.73,604.004 1858.79,605.674 1861.82,607.469 1864.8,609.387 1867.74,611.426 1870.63,613.583 1873.46,615.855 \n",
- " 1876.24,618.24 1878.97,620.733 1881.63,623.332 1884.24,626.033 1886.77,628.832 1889.24,631.725 1891.64,634.71 1893.97,637.783 1896.22,640.944 1898.4,644.188 \n",
- " 1900.51,647.512 1902.53,650.913 1904.47,654.387 1906.33,657.93 1908.11,661.54 1909.8,665.212 1911.41,668.944 1912.92,672.731 1914.35,676.571 1915.68,680.46 \n",
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- " 1924.08,725.476 1924.26,729.683 1924.34,733.894 1924.33,738.106 1924.21,742.316 1923.99,746.52 1923.68,750.715 1923.27,754.898 1922.76,759.066 1922.16,763.214 \n",
- " 1921.45,767.34 1920.65,771.44 1919.76,775.511 1918.77,779.548 1917.68,783.549 1916.5,787.511 1915.23,791.428 1913.86,795.299 1912.41,799.12 1910.87,802.887 \n",
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- " 1888.4,839.809 1885.91,842.667 1883.35,845.428 1880.73,848.087 1878.05,850.642 1875.31,853.091 1872.51,855.432 1869.66,857.662 1866.76,859.777 1863.81,861.775 \n",
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- " 1830.44,595.43 1833.72,596.049 1836.98,596.805 1840.22,597.697 1843.44,598.723 1846.63,599.882 1849.8,601.174 1852.93,602.596 1856.03,604.147 1859.09,605.824 \n",
- " 1862.11,607.627 1865.08,609.553 1868.01,611.599 1870.89,613.763 1873.72,616.042 1876.5,618.434 1879.22,620.936 1881.87,623.543 1884.47,626.254 1887,629.065 \n",
- " 1889.47,631.972 1891.86,634.971 1894.18,638.059 1896.43,641.23 1898.6,644.482 1900.7,647.813 1902.72,651.221 1904.65,654.701 1906.51,658.251 1908.27,661.867 \n",
- " 1909.96,665.545 1911.56,669.283 1913.06,673.075 1914.48,676.92 1915.81,680.814 1917.04,684.752 1918.19,688.733 1919.23,692.751 1920.18,696.804 1921.04,700.889 \n",
- " 1921.8,705.001 1922.46,709.138 1923.02,713.296 1923.49,717.472 1923.86,721.662 1924.13,725.863 1924.29,730.071 1924.37,734.283 1924.34,738.496 1924.21,742.706 \n",
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- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 1281.75,735.267 \n",
- " 1281.75,735.267 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 \n",
- " 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.266 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 \n",
- " 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.265 1281.75,735.264 1281.75,735.264 1281.75,735.264 1281.75,735.264 1281.75,735.264 \n",
- " 1281.75,735.264 1281.75,735.263 1281.75,735.263 1281.75,735.263 1281.75,735.263 1281.75,735.263 1281.75,735.263 1281.75,735.263 1281.75,735.262 1281.75,735.262 \n",
- " 1281.75,735.262 1281.75,735.262 1281.75,735.262 1281.75,735.262 1281.75,735.262 1281.75,735.261 1281.75,735.261 1281.75,735.261 1281.75,735.261 1281.75,735.261 \n",
- " 1281.75,735.26 1281.76,735.26 1281.76,735.26 1281.76,735.259 1281.76,735.259 1281.76,735.259 1281.76,735.258 1281.76,735.258 1281.76,735.257 1281.76,735.257 \n",
- " 1281.76,735.256 1281.76,735.255 1281.76,735.255 1281.76,735.254 1281.76,735.253 1281.76,735.252 1281.76,735.251 1281.76,735.25 1281.76,735.248 1281.77,735.247 \n",
- " 1281.77,735.245 1281.77,735.244 1281.77,735.242 1281.77,735.24 1281.77,735.238 1281.77,735.236 1281.78,735.234 1281.78,735.231 1281.78,735.228 1281.78,735.226 \n",
- " 1281.78,735.223 1281.79,735.219 1281.79,735.216 1281.79,735.212 1281.79,735.208 1281.8,735.204 1281.8,735.199 1281.8,735.194 1281.81,735.189 1281.81,735.184 \n",
- " 1281.82,735.178 1281.82,735.171 1281.83,735.165 1281.83,735.157 1281.84,735.15 1281.84,735.142 1281.85,735.134 1281.86,735.125 1281.86,735.115 1281.87,735.105 \n",
- " 1281.88,735.094 1281.89,735.082 1281.9,735.069 1281.91,735.056 1281.92,735.041 1281.93,735.026 1281.94,735.009 1281.96,734.99 1281.97,734.971 1281.99,734.95 \n",
- " 1282,734.927 1282.02,734.903 1282.04,734.876 1282.06,734.848 1282.09,734.817 1282.11,734.785 1282.14,734.749 1282.17,734.711 1282.2,734.671 1282.23,734.627 \n",
- " 1282.26,734.581 1282.3,734.531 1282.34,734.477 1282.38,734.42 1282.43,734.359 1282.48,734.294 1282.53,734.223 1282.59,734.147 1282.65,734.065 1282.71,733.979 \n",
- " 1282.78,733.886 1282.86,733.788 1282.93,733.684 1283.02,733.573 1283.11,733.454 1283.2,733.328 1283.3,733.193 1283.41,733.049 1283.52,732.895 1283.65,732.73 \n",
- " 1283.78,732.553 1283.92,732.363 1284.07,732.159 1284.24,731.939 1284.41,731.704 1284.6,731.45 1284.81,731.177 1285.03,730.884 1285.26,730.568 1285.52,730.229 \n",
- " 1285.79,729.864 1286.08,729.471 1286.4,729.05 1286.74,728.597 1287.1,728.111 1287.49,727.591 1287.91,727.032 1288.35,726.435 1288.83,725.796 1289.34,725.112 \n",
- " 1289.89,724.382 1290.47,723.598 1291.1,722.758 1291.77,721.858 1292.49,720.895 1293.26,719.866 1294.07,718.766 1294.95,717.589 1295.89,716.331 1296.89,714.985 \n",
- " 1297.97,713.544 1299.12,712.002 1300.35,710.348 1301.68,708.577 1303.1,706.677 1304.63,704.639 1306.26,702.454 1308.02,700.109 1309.91,697.594 1311.94,694.897 \n",
- " 1314.12,692.004 1316.46,688.902 1318.97,685.578 1321.65,682.017 1324.53,678.204 1327.62,674.123 1330.92,669.758 1334.45,665.092 1338.23,660.108 1342.26,654.795 \n",
- " 1346.55,649.141 1351.13,643.108 1356.03,636.66 1361.27,629.765 1366.9,622.396 1372.93,614.528 1379.39,606.139 1386.32,597.213 1393.74,587.734 1401.67,577.693 \n",
- " 1410.15,567.083 1419.19,555.9 1428.84,544.146 1439.11,531.823 1450.03,518.939 1461.63,505.506 1473.94,491.537 1486.97,477.051 1500.76,462.075 1515.37,446.705 \n",
- " 1530.81,431.089 1547.07,415.378 1564.16,399.727 1582.05,384.294 1600.73,369.244 1620.15,354.744 1640.29,340.965 1661.09,328.083 1682.51,316.276 1704.48,305.73 \n",
- " 1726.94,296.632 1749.82,289.174 1773.03,283.551 1796.48,279.965 1820.08,278.618 1843.73,279.721 1867.28,283.334 1890.58,289.178 1913.54,297.012 1936.04,306.602 \n",
- " 1958.01,317.72 1979.37,330.146 2000.06,343.668 2020.02,358.079 2039.21,373.179 2057.6,388.775 2075.16,404.682 2091.89,420.72 2107.78,436.717 2122.84,452.509 \n",
- " 2137.09,467.936 2150.57,482.852 2163.3,497.229 2175.31,511.069 2186.62,524.364 2197.26,537.107 2207.25,549.295 2216.63,560.925 2225.42,572.001 2233.63,582.525 \n",
- " 2241.32,592.505 2248.48,601.95 2255.16,610.871 2261.38,619.284 2267.17,627.206 2272.55,634.656 2277.55,641.657 2282.2,648.234 2286.51,654.414 2290.53,660.228 \n",
- " 2294.27,665.709 2297.75,670.883 2300.98,675.767 2303.95,680.38 2306.7,684.739 2309.23,688.861 2311.54,692.763 2313.65,696.461 2315.58,699.974 2317.32,703.316 \n",
- " 2318.88,706.503 2320.29,709.553 2321.53,712.479 2322.63,715.298 2323.58,718.025 2324.4,720.674 2325.09,723.26 2325.65,725.792 2326.07,728.28 2326.38,730.735 \n",
- " 2326.55,733.167 2326.6,735.588 2326.52,738.01 2326.32,740.444 2325.98,742.901 2325.52,745.394 2324.93,747.936 2324.2,750.538 2323.34,753.213 2322.33,755.974 \n",
- " 2321.18,758.834 2319.88,761.807 2318.43,764.905 2316.81,768.142 2315.02,771.534 2313.04,775.097 2310.88,778.846 2308.52,782.798 2305.95,786.972 2303.15,791.386 \n",
- " 2300.12,796.059 2296.83,801.011 2293.28,806.263 2289.46,811.837 2285.33,817.753 2280.9,824.025 2276.14,830.684 2271.03,837.763 2265.53,845.289 2259.63,853.287 \n",
- " 2253.29,861.781 2246.49,870.789 2239.21,880.329 2231.42,890.416 2223.08,901.059 2214.17,912.268 2204.67,924.048 2194.55,936.401 2183.77,949.328 2172.31,962.826 \n",
- " 2160.15,976.874 2147.25,991.403 2133.59,1006.36 2119.14,1021.68 2103.87,1037.27 2087.78,1053.02 2070.87,1068.8 2053.13,1084.47 2034.6,1099.84 2015.28,1114.74 \n",
- " 1995.22,1128.94 1974.45,1142.22 1953.03,1154.32 1931.01,1164.97 1908.48,1173.92 1885.54,1181.02 1862.3,1186.14 1838.88,1189.2 1815.36,1190.14 1791.87,1188.94 \n",
- " 1768.48,1185.61 1745.3,1180.21 1722.42,1172.85 1699.94,1163.65 1677.94,1152.77 1656.5,1140.44 1635.72,1126.89 1615.67,1112.4 1596.43,1097.3 1578.04,1081.87 \n",
- " 1560.47,1066.17 1543.72,1050.36 1527.78,1034.6 1512.65,1019.01 1498.32,1003.71 1484.77,988.783 1471.99,974.314 1459.95,960.355 1448.62,946.947 1437.98,934.106 \n",
- " 1427.98,921.85 1418.59,910.187 1409.79,899.106 1401.55,888.596 1393.84,878.64 1386.64,869.224 1379.92,860.331 1373.65,851.941 1367.8,844.036 1362.36,836.593 \n",
- " 1357.3,829.59 1352.59,823.004 1348.22,816.809 1344.15,810.978 1340.37,805.483 1336.86,800.302 1333.61,795.416 1330.61,790.807 1327.84,786.455 1325.29,782.342 \n",
- " 1322.95,778.45 1320.8,774.762 1318.85,771.26 1317.07,767.929 1315.46,764.751 1314.02,761.713 1312.72,758.797 1311.57,755.991 1310.57,753.282 1309.7,750.658 \n",
- " 1308.96,748.108 1308.36,745.62 1307.89,743.183 1307.54,740.783 1307.31,738.411 1307.21,736.055 1307.24,733.701 1307.38,731.341 1307.65,728.96 1308.04,726.549 \n",
- " 1308.55,724.096 1309.2,721.589 1309.97,719.018 1310.88,716.369 1311.93,713.632 1313.13,710.791 1314.47,707.835 1315.98,704.75 1317.64,701.519 1319.48,698.13 \n",
- " 1321.5,694.566 1323.71,690.811 1326.12,686.849 1328.74,682.662 1331.58,678.231 1334.66,673.536 1337.98,668.558 1341.58,663.275 1345.46,657.666 1349.64,651.709 \n",
- " 1354.14,645.382 1358.98,638.661 1364.18,631.523 1369.76,623.943 1375.74,615.896 1382.15,607.365 1389,598.334 1396.34,588.766 1404.19,578.634 1412.58,567.921 \n",
- " 1421.55,556.614 1431.13,544.713 1441.35,532.225 1452.24,519.165 1463.81,505.557 1476.11,491.433 1489.14,476.835 1502.94,461.812 1517.53,446.423 1532.92,430.739 \n",
- " 1549.13,414.904 1566.16,399.087 1584.01,383.463 1602.67,368.216 1622.1,353.533 1642.28,339.61 1663.15,326.651 1684.66,314.865 1706.75,304.467 1729.34,295.68 \n",
- " 1752.33,288.735 1775.63,283.875 1799.13,281.308 1822.69,281.004 1846.2,282.885 1869.55,286.858 1892.62,292.815 1915.33,300.632 1937.59,310.17 1959.32,321.274 \n",
- " 1980.45,333.776 2000.92,347.488 2020.67,362.212 2039.66,377.73 2057.85,393.811 2075.21,410.208 2091.72,426.66 2107.37,442.887 2122.14,458.606 2136.1,473.879 \n",
- " 2149.27,488.773 2161.69,503.238 2173.36,517.232 2184.33,530.72 2194.61,543.676 2204.23,556.085 2213.22,567.936 2221.61,579.23 2229.42,589.975 2236.68,600.187 \n",
- " 2243.43,609.891 2249.7,619.118 2255.5,627.891 2260.87,636.232 2265.82,644.167 2270.37,651.719 2274.53,658.915 2278.33,665.778 2281.76,672.335 2284.86,678.611 \n",
- " 2287.64,684.63 2290.1,690.419 2292.27,696.002 2294.15,701.407 2295.75,706.657 2297.09,711.781 2298.17,716.802 2299,721.745 2299.57,726.627 2299.9,731.47 \n",
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- " 426.657,450.122 428.778,447.962 430.916,445.793 433.069,443.617 435.239,441.433 437.425,439.241 439.628,437.043 441.846,434.837 444.081,432.626 446.333,430.408 \n",
- " 448.6,428.184 450.885,425.955 453.185,423.721 455.503,421.483 457.836,419.24 460.187,416.994 462.554,414.745 464.938,412.492 467.339,410.237 469.756,407.98 \n",
- " 472.191,405.722 474.642,403.462 477.109,401.202 479.594,398.942 482.095,396.682 484.614,394.423 487.149,392.165 489.7,389.909 492.269,387.655 494.854,385.404 \n",
- " 497.456,383.157 500.075,380.913 502.71,378.674 505.362,376.44 508.03,374.211 510.715,371.989 513.416,369.773 516.134,367.564 518.868,365.364 521.618,363.172 \n",
- " 524.385,360.989 527.168,358.816 529.966,356.653 532.781,354.501 535.612,352.36 538.458,350.232 541.32,348.117 544.198,346.016 547.091,343.928 549.999,341.856 \n",
- " 552.923,339.799 555.862,337.758 558.816,335.734 561.784,333.729 564.768,331.741 567.766,329.773 570.779,327.824 573.806,325.896 576.847,323.99 579.903,322.105 \n",
- " 582.972,320.244 586.055,318.406 589.152,316.593 592.262,314.804 595.385,313.041 598.522,311.302 601.671,309.589 604.833,307.903 608.008,306.244 611.195,304.614 \n",
- " 614.393,303.013 617.604,301.442 620.826,299.902 624.059,298.393 627.303,296.917 630.558,295.474 633.823,294.065 637.098,292.69 640.383,291.351 643.678,290.047 \n",
- " 646.983,288.781 650.296,287.551 653.618,286.359 656.948,285.205 660.287,284.09 663.634,283.014 666.989,281.978 670.351,280.983 673.72,280.029 677.096,279.115 \n",
- " 680.478,278.244 683.867,277.414 687.261,276.627 690.662,275.883 694.067,275.182 697.478,274.524 700.893,273.91 704.313,273.34 707.737,272.814 711.165,272.333 \n",
- " 714.597,271.897 718.031,271.506 721.469,271.159 724.909,270.858 728.351,270.602 731.795,270.392 735.241,270.227 738.688,270.108 742.136,270.035 745.585,270.007 \n",
- " 749.034,270.025 752.482,270.088 755.931,270.197 759.378,270.352 762.825,270.552 766.27,270.797 769.714,271.088 773.155,271.423 776.594,271.804 780.03,272.229 \n",
- " 783.463,272.699 786.892,273.212 790.318,273.77 793.739,274.372 797.156,275.017 800.567,275.705 803.973,276.436 807.374,277.209 810.768,278.025 814.156,278.882 \n",
- " 817.538,279.78 820.912,280.719 824.278,281.698 827.636,282.717 830.987,283.776 834.329,284.875 837.663,286.013 840.989,287.189 844.305,288.403 847.612,289.653 \n",
- " 850.91,290.941 854.198,292.263 857.476,293.621 860.744,295.013 864.002,296.439 867.248,297.898 870.484,299.389 873.709,300.911 876.922,302.465 880.123,304.048 \n",
- " 883.313,305.662 886.491,307.304 889.657,308.975 892.81,310.673 895.95,312.398 899.078,314.149 902.192,315.926 905.294,317.728 908.382,319.554 911.456,321.404 \n",
- " 914.517,323.276 917.563,325.171 920.596,327.088 923.615,329.025 926.619,330.983 929.608,332.96 932.583,334.956 935.543,336.97 938.489,339.002 941.419,341.051 \n",
- " 944.334,343.116 947.233,345.197 950.117,347.293 952.986,349.403 955.839,351.526 958.676,353.663 961.497,355.812 964.303,357.972 967.092,360.144 969.865,362.326 \n",
- " 972.622,364.517 975.363,366.717 978.087,368.926 980.795,371.143 983.486,373.366 986.161,375.596 988.82,377.831 991.461,380.072 994.086,382.317 996.694,384.565 \n",
- " 999.286,386.817 1001.86,389.071 1004.42,391.327 1006.96,393.585 1009.48,395.843 1011.99,398.102 1014.48,400.362 1016.95,402.621 1019.41,404.879 1021.85,407.136 \n",
- " 1024.27,409.392 1026.68,411.646 1029.07,413.898 1031.44,416.146 1033.8,418.392 1036.14,420.634 1038.47,422.872 1040.77,425.106 1043.06,427.335 1045.34,429.559 \n",
- " 1047.59,431.778 1049.84,433.991 1052.06,436.198 1054.27,438.399 1056.46,440.593 1058.64,442.78 1060.8,444.96 1062.94,447.132 1065.07,449.296 1067.18,451.452 \n",
- " 1069.28,453.6 1071.36,455.739 1073.42,457.869 1075.47,459.99 1077.51,462.101 1079.52,464.203 1081.53,466.295 1083.51,468.376 1085.48,470.447 1087.44,472.508 \n",
- " 1089.38,474.558 1091.31,476.597 1093.22,478.624 1095.11,480.641 1096.99,482.645 1098.86,484.638 1100.71,486.62 1102.54,488.589 1104.37,490.546 1106.17,492.491 \n",
- " 1107.97,494.424 1109.74,496.343 1111.51,498.251 1113.26,500.145 1114.99,502.027 1116.72,503.896 1118.42,505.752 1120.12,507.594 1121.8,509.424 1123.46,511.24 \n",
- " 1125.12,513.043 1126.76,514.833 1128.39,516.609 1130,518.372 1131.6,520.122 1133.19,521.858 1134.76,523.581 1136.33,525.29 1137.88,526.986 1139.41,528.668 \n",
- " 1140.94,530.337 1142.45,531.992 1143.95,533.633 1145.44,535.26 1146.92,536.873 1148.38,538.473 1149.84,540.059 1151.28,541.631 1152.71,543.189 1154.13,544.733 \n",
- " 1155.53,546.264 1156.93,547.781 1158.31,549.285 1159.69,550.774 1161.05,552.25 1162.4,553.713 1163.74,555.162 1165.07,556.597 1166.39,558.019 1167.7,559.428 \n",
- " 1169,560.823 1170.29,562.204 1171.57,563.572 1172.84,564.927 1174.1,566.269 1175.34,567.597 1176.58,568.912 1177.81,570.214 1179.03,571.502 1180.24,572.777 \n",
- " 1181.44,574.039 1182.63,575.289 1183.81,576.525 1184.99,577.748 1186.15,578.957 1187.3,580.155 1188.45,581.339 1189.59,582.51 1190.72,583.668 1191.84,584.814 \n",
- " 1192.95,585.947 1194.05,587.067 1195.14,588.174 1196.23,589.269 1197.31,590.351 1198.38,591.421 1199.44,592.478 1200.5,593.523 1201.54,594.555 1202.58,595.575 \n",
- " 1203.61,596.583 1204.64,597.578 1205.65,598.561 1206.66,599.532 1207.66,600.491 1208.66,601.437 1209.65,602.372 1210.63,603.295 1211.6,604.205 1212.57,605.104 \n",
- " 1213.53,605.991 1214.48,606.866 1215.43,607.73 1216.37,608.582 1217.31,609.422 1218.24,610.25 1219.16,611.067 1220.08,611.873 1220.99,612.667 1221.89,613.45 \n",
- " 1222.79,614.222 1223.69,614.982 1224.57,615.731 1225.46,616.469 1226.33,617.196 1227.21,617.912 1228.07,618.617 1228.93,619.311 1229.79,619.995 1230.64,620.667 \n",
- " 1231.49,621.329 1232.33,621.98 1233.17,622.621 1234,623.251 1234.83,623.871 1235.65,624.48 1236.47,625.079 1237.29,625.667 1238.1,626.245 1238.9,626.812 \n",
- " 1239.7,627.37 1240.5,627.917 1241.3,628.453 1242.09,628.98 1242.87,629.496 1243.65,630.002 1244.43,630.498 1245.21,630.984 1245.98,631.461 1246.75,631.927 \n",
- " 1247.51,632.383 1248.27,632.829 1249.03,633.265 1249.79,633.692 1250.54,634.109 1251.29,634.516 1252.03,634.913 1252.77,635.3 1253.51,635.678 1254.25,636.046 \n",
- " 1254.99,636.405 1255.72,636.754 1256.45,637.093 1257.17,637.423 1257.9,637.743 1258.62,638.054 1259.34,638.355 1260.06,638.647 1260.77,638.929 1261.48,639.202 \n",
- " 1262.19,639.465 1262.9,639.72 1263.61,639.964 1264.32,640.2 1265.02,640.426 1265.72,640.643 1266.42,640.851 1267.12,641.049 1267.82,641.238 1268.52,641.418 \n",
- " 1269.21,641.589 1269.9,641.75 1270.6,641.902 1271.29,642.046 1271.98,642.18 1272.67,642.304 1273.36,642.42 1274.04,642.527 1274.73,642.624 1275.42,642.712 \n",
- " 1276.1,642.792 1276.79,642.862 1277.47,642.923 1278.16,642.975 1278.84,643.018 1279.52,643.052 1280.21,643.076 1280.89,643.092 1281.57,643.099 1282.25,643.096 \n",
- " 1282.94,643.085 1283.62,643.065 1284.3,643.035 1284.99,642.997 1285.67,642.949 1286.36,642.892 1287.04,642.827 1287.73,642.752 1288.41,642.668 1289.1,642.575 \n",
- " 1289.79,642.473 1290.48,642.362 1291.16,642.242 1291.85,642.113 1292.55,641.974 1293.24,641.827 1293.93,641.67 1294.63,641.504 1295.32,641.329 1296.02,641.144 \n",
- " 1296.72,640.951 1297.42,640.748 1298.12,640.536 1298.82,640.314 1299.53,640.084 1300.23,639.844 1300.94,639.595 1301.65,639.336 1302.36,639.068 1303.08,638.79 \n",
- " 1303.79,638.504 1304.51,638.207 1305.23,637.901 1305.95,637.586 1306.68,637.261 1307.41,636.927 1308.14,636.583 1308.87,636.23 1309.6,635.867 1310.34,635.494 \n",
- " 1311.08,635.111 1311.83,634.719 1312.57,634.317 1313.32,633.906 1314.08,633.484 1314.83,633.053 1315.59,632.612 1316.35,632.161 1317.12,631.7 1317.89,631.229 \n",
- " 1318.66,630.748 1319.44,630.257 1320.22,629.756 1321,629.245 1321.79,628.724 1322.58,628.192 1323.38,627.651 1324.18,627.099 1324.98,626.537 1325.79,625.964 \n",
- " 1326.6,625.381 1327.42,624.788 1328.24,624.184 1329.06,623.57 1329.89,622.946 1330.73,622.31 1331.57,621.664 1332.41,621.008 1333.26,620.34 1334.12,619.662 \n",
- " 1334.98,618.973 1335.84,618.274 1336.71,617.563 1337.59,616.841 1338.47,616.109 1339.35,615.365 1340.24,614.61 1341.14,613.844 1342.05,613.067 1342.95,612.279 \n",
- " 1343.87,611.479 1344.79,610.668 1345.72,609.846 1346.65,609.012 1347.59,608.167 1348.53,607.31 1349.49,606.441 1350.44,605.561 1351.41,604.669 1352.38,603.765 \n",
- " 1353.36,602.849 1354.34,601.922 1355.34,600.982 1356.34,600.03 1357.34,599.067 1358.35,598.091 1359.38,597.103 1360.4,596.103 1361.44,595.091 1362.48,594.068 \n",
- " 1363.53,593.032 1364.58,591.984 1365.65,590.923 1366.72,589.85 1367.8,588.765 1368.89,587.666 1369.99,586.556 1371.09,585.432 1372.2,584.296 1373.32,583.146 \n",
- " 1374.45,581.984 1375.59,580.808 1376.74,579.62 1377.9,578.418 1379.06,577.203 1380.23,575.975 1381.42,574.734 1382.61,573.479 1383.81,572.21 1385.02,570.929 \n",
- " 1386.25,569.633 1387.48,568.324 1388.72,567.002 1389.97,565.666 1391.23,564.316 1392.5,562.953 1393.78,561.575 1395.07,560.185 1396.38,558.78 1397.69,557.362 \n",
- " 1399.01,555.93 1400.35,554.484 1401.69,553.024 1403.05,551.551 1404.42,550.064 1405.79,548.563 1407.18,547.048 1408.59,545.519 1410,543.977 1411.42,542.421 \n",
- " 1412.86,540.852 1414.31,539.268 1415.77,537.671 1417.24,536.06 1418.72,534.436 1420.22,532.798 1421.72,531.147 1423.25,529.481 1424.78,527.803 1426.32,526.111 \n",
- " 1427.88,524.406 1429.45,522.687 1431.04,520.955 1432.63,519.21 1434.24,517.451 1435.86,515.68 1437.5,513.895 1439.15,512.098 1440.81,510.287 1442.49,508.464 \n",
- " 1444.18,506.628 1445.88,504.779 1447.6,502.917 1449.33,501.043 1451.07,499.157 1452.83,497.258 1454.6,495.347 1456.39,493.424 1458.19,491.488 1460.01,489.541 \n",
- " 1461.84,487.582 1463.68,485.611 1465.54,483.628 1467.42,481.634 1469.3,479.628 1471.21,477.611 1473.12,475.583 1475.06,473.543 1477.01,471.493 1478.97,469.432 \n",
- " 1480.95,467.36 1482.94,465.278 1484.95,463.185 1486.98,461.082 1489.02,458.968 1491.07,456.845 1493.14,454.712 1495.23,452.569 1497.33,450.418 1499.45,448.257 \n",
- " 1501.59,446.088 1503.74,443.912 1505.91,441.727 1508.09,439.535 1510.29,437.336 1512.5,435.13 1514.74,432.918 1516.98,430.7 1519.25,428.476 1521.53,426.247 \n",
- " 1523.83,424.014 1526.14,421.776 1528.47,419.534 1530.82,417.288 1533.19,415.039 1535.57,412.788 1537.97,410.534 1540.38,408.278 1542.81,406.021 1545.26,403.763 \n",
- " 1547.73,401.504 1550.21,399.246 1552.71,396.987 1555.22,394.73 1557.76,392.474 1560.31,390.22 1562.87,387.968 1565.46,385.72 1568.06,383.474 1570.67,381.233 \n",
- " 1573.31,378.996 1575.96,376.764 1578.62,374.538 1581.31,372.318 1584.01,370.104 1586.72,367.898 1589.46,365.699 1592.2,363.509 1594.97,361.328 1597.75,359.156 \n",
- " 1600.55,356.994 1603.36,354.844 1606.19,352.704 1609.03,350.577 1611.89,348.462 1614.77,346.36 1617.66,344.272 1620.57,342.199 1623.49,340.141 1626.43,338.099 \n",
- " 1629.38,336.073 1632.35,334.065 1635.33,332.074 1638.32,330.102 1641.33,328.149 1644.36,326.216 1647.4,324.304 1650.45,322.413 1653.52,320.544 1656.6,318.698 \n",
- " 1659.69,316.875 1662.8,315.077 1665.92,313.304 1669.06,311.557 1672.2,309.836 1675.36,308.143 1678.53,306.477 1681.72,304.841 1684.91,303.234 1688.12,301.658 \n",
- " 1691.34,300.113 1694.57,298.6 1697.81,297.12 1701.07,295.674 1704.33,294.262 1707.6,292.886 1710.89,291.546 1714.18,290.243 1717.48,288.978 1720.8,287.75 \n",
- " 1724.12,286.561 1727.45,285.41 1730.78,284.298 1734.13,283.226 1737.48,282.194 1740.84,281.202 1744.21,280.251 1747.58,279.341 1750.96,278.472 1754.35,277.645 \n",
- " 1757.74,276.86 1761.13,276.117 1764.54,275.416 1767.94,274.758 1771.35,274.143 1774.76,273.572 1778.18,273.043 1781.6,272.559 1785.02,272.118 1788.45,271.72 \n",
- " 1791.88,271.367 1795.31,271.058 1798.74,270.794 1802.17,270.573 1805.61,270.397 1809.04,270.266 1812.48,270.179 1815.92,270.136 1819.35,270.138 1822.79,270.185 \n",
- " 1826.22,270.276 1829.66,270.412 1833.09,270.592 1836.52,270.817 1839.95,271.086 1843.38,271.399 1846.8,271.756 1850.22,272.157 1853.64,272.602 1857.06,273.091 \n",
- " 1860.47,273.623 1863.88,274.198 1867.28,274.817 1870.68,275.478 1874.08,276.182 1877.47,276.928 1880.85,277.716 1884.23,278.546 1887.61,279.418 1890.97,280.331 \n",
- " 1894.33,281.284 1897.69,282.278 1901.04,283.312 1904.38,284.386 1907.71,285.5 1911.04,286.652 1914.35,287.842 1917.66,289.071 1920.96,290.337 1924.26,291.641 \n",
- " 1927.54,292.981 1930.81,294.357 1934.08,295.769 1937.33,297.215 1940.58,298.697 1943.81,300.212 1947.04,301.76 1950.25,303.341 1953.45,304.955 1956.65,306.599 \n",
- " 1959.83,308.275 1962.99,309.981 1966.15,311.716 1969.29,313.48 1972.43,315.272 1975.54,317.091 1978.65,318.937 1981.74,320.809 1984.82,322.706 1987.89,324.627 \n",
- " 1990.94,326.571 1993.98,328.538 1997,330.527 2000.01,332.537 2003.01,334.567 2005.99,336.616 2008.95,338.683 2011.9,340.768 2014.83,342.869 2017.75,344.986 \n",
- " 2020.65,347.117 2023.54,349.261 2026.4,351.418 2029.26,353.587 2032.09,355.766 2034.91,357.954 2037.71,360.151 2040.49,362.355 2043.26,364.566 2046,366.781 \n",
- " 2048.73,369 2051.44,371.223 2054.13,373.446 2056.81,375.673 2059.46,377.905 2062.1,380.143 2064.73,382.385 2067.34,384.632 2069.93,386.882 2072.5,389.135 \n",
- " 2075.06,391.39 2077.6,393.648 2080.12,395.906 2082.63,398.166 2085.12,400.427 2087.59,402.687 2090.05,404.947 2092.49,407.206 2094.91,409.463 2097.32,411.719 \n",
- " 2099.71,413.972 2102.08,416.223 2104.44,418.47 2106.78,420.714 2109.1,422.954 2111.41,425.189 2113.7,427.42 2115.97,429.646 2118.23,431.867 2120.47,434.081 \n",
- " \n",
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- " 221,596.474 222.03,596.331 223.06,596.175 224.092,596.005 225.125,595.821 226.159,595.624 227.195,595.413 228.232,595.188 229.272,594.95 230.313,594.698 \n",
- " 231.355,594.432 232.4,594.153 233.448,593.86 234.497,593.553 235.548,593.232 236.602,592.897 237.659,592.549 238.718,592.186 239.78,591.81 240.845,591.42 \n",
- " 241.913,591.016 242.984,590.598 244.058,590.166 245.135,589.72 246.215,589.26 247.299,588.786 248.387,588.298 249.478,587.796 250.573,587.279 251.672,586.749 \n",
- " 252.775,586.204 253.882,585.646 254.993,585.073 256.109,584.485 257.228,583.884 258.353,583.268 259.482,582.637 260.616,581.993 261.754,581.334 262.898,580.66 \n",
- " 264.046,579.972 265.2,579.269 266.359,578.552 267.523,577.82 268.693,577.074 269.868,576.313 271.049,575.537 272.236,574.747 273.429,573.941 274.628,573.121 \n",
- " 275.833,572.286 277.044,571.437 278.262,570.572 279.486,569.692 280.716,568.798 281.954,567.888 283.198,566.963 284.449,566.024 285.707,565.069 286.972,564.099 \n",
- " 288.244,563.114 289.524,562.114 290.812,561.098 292.106,560.067 293.409,559.021 294.719,557.96 296.037,556.883 297.364,555.791 298.698,554.683 300.041,553.561 \n",
- " 301.392,552.422 302.752,551.268 304.12,550.099 305.497,548.914 306.883,547.713 308.277,546.497 309.681,545.266 311.094,544.018 312.516,542.755 313.948,541.477 \n",
- " 315.389,540.183 316.84,538.873 318.301,537.547 319.771,536.206 321.251,534.849 322.742,533.476 324.243,532.088 325.754,530.684 327.276,529.264 328.808,527.828 \n",
- " 330.351,526.377 331.905,524.91 333.47,523.427 335.045,521.929 336.632,520.415 338.231,518.885 339.84,517.339 341.461,515.779 343.094,514.202 344.739,512.61 \n",
- " 346.395,511.003 348.064,509.38 349.744,507.742 351.437,506.088 353.142,504.419 354.859,502.736 356.589,501.036 358.332,499.322 360.087,497.593 361.856,495.849 \n",
- " 363.637,494.09 365.431,492.317 367.239,490.529 369.059,488.726 370.894,486.908 372.741,485.077 374.603,483.231 376.478,481.37 378.367,479.496 380.269,477.608 \n",
- " 382.186,475.706 384.117,473.79 386.063,471.861 388.022,469.918 389.996,467.962 391.985,465.993 393.988,464.012 396.005,462.017 398.038,460.01 400.086,457.991 \n",
- " 402.148,455.96 404.226,453.917 406.319,451.862 408.427,449.795 410.55,447.718 412.69,445.629 414.844,443.529 417.015,441.419 419.201,439.299 421.402,437.169 \n",
- " 423.62,435.029 425.854,432.88 428.103,430.722 430.369,428.555 432.651,426.379 434.948,424.196 437.263,422.005 439.593,419.806 441.94,417.601 444.303,415.388 \n",
- " 446.682,413.17 449.078,410.946 451.491,408.716 453.92,406.481 456.366,404.242 458.828,401.998 461.307,399.751 463.802,397.501 466.314,395.247 468.843,392.991 \n",
- " 471.388,390.734 473.951,388.475 476.53,386.215 479.125,383.955 481.738,381.695 484.367,379.435 487.013,377.177 489.675,374.921 492.354,372.666 495.05,370.415 \n",
- " 497.763,368.167 500.493,365.924 503.239,363.684 506.001,361.449 508.78,359.22 511.576,356.996 514.388,354.779 517.217,352.57 520.062,350.369 522.923,348.177 \n",
- " 525.801,345.996 528.694,343.824 531.604,341.664 534.529,339.517 537.471,337.382 540.428,335.26 543.401,333.153 546.389,331.061 549.393,328.985 552.412,326.926 \n",
- " 555.447,324.883 558.496,322.859 561.56,320.853 564.64,318.867 567.733,316.901 570.842,314.956 573.964,313.032 577.101,311.131 580.252,309.253 583.416,307.398 \n",
- " 586.594,305.568 589.786,303.763 592.991,301.983 596.209,300.23 599.44,298.505 602.684,296.807 605.94,295.137 609.209,293.497 612.489,291.887 615.782,290.307 \n",
- " 619.086,288.759 622.401,287.242 625.727,285.758 629.065,284.307 632.413,282.89 635.771,281.507 639.14,280.16 642.518,278.849 645.906,277.574 649.304,276.336 \n",
- " 652.71,275.136 656.125,273.974 659.549,272.852 662.98,271.769 666.42,270.726 669.867,269.725 673.322,268.765 676.783,267.847 680.251,266.972 683.725,266.14 \n",
- " 687.206,265.353 690.692,264.609 694.183,263.91 697.679,263.256 701.18,262.646 704.685,262.082 708.193,261.563 711.705,261.089 715.221,260.661 718.739,260.279 \n",
- " 722.259,259.942 725.782,259.652 729.306,259.407 732.832,259.209 736.358,259.057 739.886,258.951 743.414,258.891 746.942,258.877 750.469,258.91 753.996,258.989 \n",
- " 757.522,259.113 761.047,259.284 764.571,259.501 768.092,259.763 771.611,260.071 775.128,260.425 778.642,260.824 782.152,261.268 785.66,261.757 789.163,262.291 \n",
- " 792.662,262.87 796.157,263.493 799.648,264.159 803.133,264.87 806.613,265.624 810.087,266.421 813.556,267.261 817.018,268.143 820.474,269.068 823.924,270.034 \n",
- " 827.366,271.041 830.801,272.089 834.228,273.178 837.647,274.306 841.058,275.474 844.461,276.681 847.855,277.926 851.241,279.21 854.616,280.53 857.983,281.888 \n",
- " 861.339,283.281 864.686,284.711 868.022,286.175 871.348,287.674 874.663,289.206 877.966,290.772 881.259,292.37 884.54,293.999 887.809,295.66 891.066,297.351 \n",
- " 894.31,299.071 897.542,300.82 900.761,302.597 903.968,304.401 907.161,306.231 910.34,308.087 913.505,309.967 916.657,311.871 919.794,313.797 922.917,315.746 \n",
- " 926.026,317.715 929.119,319.705 932.197,321.713 935.26,323.74 938.307,325.784 941.339,327.843 944.355,329.918 947.354,332.007 950.337,334.108 953.303,336.222 \n",
- " 956.253,338.347 959.187,340.485 962.105,342.636 965.008,344.798 967.893,346.971 970.763,349.155 973.617,351.347 976.454,353.549 979.275,355.759 982.079,357.976 \n",
- " 984.868,360.201 987.639,362.431 990.394,364.667 993.133,366.908 995.855,369.154 998.56,371.403 1001.25,373.656 1003.92,375.911 1006.58,378.168 1009.21,380.427 \n",
- " 1011.84,382.687 1014.44,384.947 1017.03,387.207 1019.6,389.467 1022.16,391.725 1024.7,393.982 1027.22,396.237 1029.72,398.489 1032.21,400.738 1034.68,402.984 \n",
- " 1037.14,405.226 1039.58,407.463 1042,409.696 1044.4,411.923 1046.79,414.145 1049.16,416.361 1051.52,418.57 1053.86,420.773 1056.18,422.968 1058.49,425.156 \n",
- " 1060.78,427.336 1063.06,429.508 1065.31,431.671 1067.56,433.826 1069.78,435.971 1071.99,438.107 1074.19,440.233 1076.37,442.349 1078.53,444.455 1080.68,446.55 \n",
- " 1082.81,448.634 1084.93,450.707 1087.03,452.769 1089.11,454.819 1091.19,456.857 1093.24,458.883 1095.28,460.897 1097.31,462.897 1099.32,464.885 1101.32,466.86 \n",
- " 1103.3,468.822 1105.27,470.77 1107.22,472.705 1109.16,474.627 1111.09,476.535 1113,478.429 1114.89,480.31 1116.78,482.176 1118.65,484.029 1120.5,485.868 \n",
- " 1122.34,487.692 1124.17,489.502 1125.99,491.298 1127.79,493.079 1129.58,494.846 1131.36,496.598 1133.12,498.336 1134.87,500.059 1136.61,501.767 1138.33,503.46 \n",
- " 1140.04,505.138 1141.74,506.801 1143.43,508.448 1145.11,510.081 1146.77,511.699 1148.42,513.301 1150.06,514.888 1151.69,516.459 1153.31,518.015 1154.91,519.556 \n",
- " 1156.51,521.081 1158.09,522.591 1159.66,524.085 1161.22,525.563 1162.77,527.026 1164.31,528.473 1165.84,529.905 1167.35,531.32 1168.86,532.72 1170.36,534.105 \n",
- " 1171.84,535.473 1173.32,536.826 1174.79,538.163 1176.24,539.484 1177.69,540.79 1179.12,542.079 1180.55,543.353 1181.97,544.611 1183.38,545.854 1184.78,547.08 \n",
- " 1186.17,548.291 1187.55,549.486 1188.92,550.666 1190.28,551.83 1191.64,552.978 1192.98,554.11 1194.32,555.227 1195.65,556.329 1196.97,557.415 1198.29,558.485 \n",
- " 1199.59,559.54 1200.89,560.58 1202.18,561.604 1203.46,562.613 1204.74,563.607 1206.01,564.585 1207.27,565.549 1208.52,566.497 1209.77,567.43 1211.01,568.349 \n",
- " 1212.24,569.252 1213.47,570.141 1214.69,571.015 1215.91,571.874 1217.11,572.718 1218.32,573.547 1219.51,574.361 1220.7,575.161 1221.89,575.945 1223.06,576.715 \n",
- " 1224.24,577.471 1225.4,578.211 1226.57,578.937 1227.72,579.649 1228.87,580.346 1230.02,581.028 1231.16,581.696 1232.3,582.35 1233.43,582.989 1234.56,583.614 \n",
- " 1235.68,584.225 1236.8,584.821 1237.91,585.403 1239.02,585.971 1240.12,586.524 1241.22,587.064 1242.32,587.589 1243.41,588.1 1244.5,588.597 1245.59,589.081 \n",
- " 1246.67,589.55 1247.75,590.005 1248.82,590.446 1249.9,590.873 1250.96,591.286 1252.03,591.685 1253.09,592.071 1254.15,592.442 1255.21,592.8 1256.27,593.144 \n",
- " 1257.32,593.474 1258.37,593.791 1259.41,594.093 1260.46,594.382 1261.5,594.657 1262.54,594.918 1263.58,595.166 1264.62,595.4 1265.66,595.62 1266.69,595.827 \n",
- " 1267.72,596.02 1268.75,596.199 1269.78,596.365 1270.81,596.517 1271.84,596.655 1272.87,596.78 1273.89,596.891 1274.92,596.989 1275.94,597.073 1276.97,597.143 \n",
- " 1277.99,597.2 1279.01,597.243 1280.04,597.273 1281.06,597.289 1282.08,597.292 1283.1,597.281 1284.13,597.256 1285.15,597.218 1286.17,597.166 1287.2,597.101 \n",
- " 1288.22,597.022 1289.25,596.929 1290.27,596.823 1291.3,596.703 1292.32,596.57 1293.35,596.423 1294.38,596.263 1295.41,596.089 1296.45,595.901 1297.48,595.699 \n",
- " 1298.52,595.484 1299.55,595.255 1300.59,595.013 1301.63,594.757 1302.67,594.487 1303.72,594.203 1304.76,593.906 1305.81,593.594 1306.86,593.269 1307.92,592.93 \n",
- " 1308.97,592.578 1310.03,592.211 1311.09,591.83 1312.16,591.436 1313.22,591.027 1314.29,590.604 1315.36,590.168 1316.44,589.717 1317.52,589.252 1318.6,588.773 \n",
- " 1319.69,588.28 1320.78,587.773 1321.88,587.252 1322.97,586.716 1324.08,586.166 1325.18,585.602 1326.29,585.024 1327.41,584.431 1328.53,583.824 1329.65,583.203 \n",
- " 1330.78,582.567 1331.91,581.917 1333.05,581.252 1334.2,580.573 1335.34,579.879 1336.5,579.171 1337.66,578.448 1338.82,577.711 1339.99,576.959 1341.17,576.192 \n",
- " 1342.35,575.411 1343.54,574.615 1344.73,573.805 1345.93,572.979 1347.14,572.139 1348.35,571.284 1349.57,570.414 1350.79,569.53 1352.03,568.63 1353.26,567.716 \n",
- " 1354.51,566.787 1355.76,565.842 1357.02,564.883 1358.29,563.909 1359.56,562.919 1360.85,561.915 1362.13,560.896 1363.43,559.861 1364.74,558.811 1366.05,557.746 \n",
- " 1367.37,556.666 1368.7,555.571 1370.03,554.46 1371.38,553.334 1372.73,552.193 1374.1,551.036 1375.47,549.864 1376.85,548.677 1378.23,547.474 1379.63,546.256 \n",
- " 1381.04,545.022 1382.45,543.773 1383.88,542.508 1385.31,541.228 1386.76,539.932 1388.21,538.62 1389.68,537.293 1391.15,535.95 1392.63,534.591 1394.13,533.217 \n",
- " 1395.63,531.826 1397.14,530.42 1398.67,528.999 1400.2,527.561 1401.75,526.107 1403.3,524.638 1404.87,523.152 1406.45,521.651 1408.04,520.134 1409.64,518.6 \n",
- " 1411.25,517.052 1412.87,515.488 1414.51,513.909 1416.15,512.315 1417.81,510.706 1419.48,509.081 1421.16,507.442 1422.85,505.786 1424.56,504.116 1426.27,502.43 \n",
- " 1428,500.73 1429.75,499.014 1431.5,497.282 1433.27,495.536 1435.05,493.775 1436.85,491.999 1438.66,490.207 1440.48,488.401 1442.31,486.581 1444.16,484.745 \n",
- " 1446.03,482.895 1447.9,481.031 1449.79,479.153 1451.7,477.26 1453.62,475.353 1455.55,473.433 1457.5,471.498 1459.46,469.55 1461.44,467.589 1463.43,465.615 \n",
- " 1465.43,463.627 1467.46,461.627 1469.49,459.614 1471.54,457.589 1473.61,455.552 1475.69,453.503 1477.79,451.442 1479.9,449.369 1482.03,447.286 1484.17,445.191 \n",
- " 1486.33,443.086 1488.51,440.971 1490.7,438.845 1492.91,436.71 1495.13,434.565 1497.37,432.411 1499.62,430.248 1501.89,428.077 1504.18,425.897 1506.48,423.71 \n",
- " 1508.8,421.515 1511.13,419.313 1513.49,417.104 1515.85,414.889 1518.24,412.668 1520.64,410.442 1523.06,408.21 1525.49,405.973 1527.94,403.733 1530.41,401.488 \n",
- " 1532.89,399.239 1535.39,396.988 1537.9,394.734 1540.44,392.478 1542.99,390.22 1545.55,387.962 1548.14,385.702 1550.74,383.442 1553.35,381.183 1555.98,378.924 \n",
- " 1558.63,376.667 1561.3,374.412 1563.98,372.159 1566.68,369.909 1569.4,367.662 1572.13,365.42 1574.88,363.182 1577.65,360.949 1580.43,358.719 1583.23,356.494 \n",
- " 1586.05,354.274 1588.88,352.06 1591.73,349.853 1594.6,347.655 1597.48,345.466 1600.38,343.286 1603.29,341.118 1606.22,338.962 1609.17,336.818 1612.13,334.688 \n",
- " 1615.11,332.573 1618.1,330.473 1621.11,328.389 1624.14,326.322 1627.18,324.274 1630.23,322.244 1633.3,320.234 1636.38,318.244 1639.48,316.276 1642.59,314.329 \n",
- " 1645.72,312.405 1648.86,310.505 1652.01,308.629 1655.18,306.777 1658.36,304.952 1661.56,303.153 1664.77,301.381 1667.99,299.637 1671.22,297.921 1674.47,296.235 \n",
- " 1677.73,294.578 1681,292.952 1684.28,291.357 1687.57,289.793 1690.88,288.262 1694.2,286.764 1697.53,285.299 1700.86,283.868 1704.21,282.472 1707.57,281.111 \n",
- " 1710.94,279.786 1714.32,278.497 1717.71,277.244 1721.11,276.029 1724.52,274.852 1727.93,273.713 1731.36,272.613 1734.79,271.552 1738.23,270.531 1741.68,269.55 \n",
- " 1745.13,268.609 1748.59,267.709 1752.06,266.851 1755.54,266.034 1759.02,265.26 1762.51,264.528 1766,263.839 1769.5,263.193 1773,262.59 1776.51,262.032 \n",
- " 1780.02,261.517 1783.53,261.048 1787.05,260.623 1790.57,260.243 1794.1,259.908 1797.62,259.619 1801.15,259.376 1804.68,259.179 1808.21,259.028 1811.74,258.924 \n",
- " 1815.28,258.867 1818.81,258.856 1822.34,258.893 1825.88,258.977 1829.41,259.108 1832.94,259.287 1836.47,259.514 1839.99,259.788 1843.52,260.111 1847.04,260.482 \n",
- " 1850.56,260.905 1854.07,261.378 1857.58,261.9 1861.08,262.471 1864.59,263.09 1868.08,263.756 1871.57,264.469 1875.06,265.228 1878.54,266.032 1882.01,266.88 \n",
- " 1885.48,267.772 1888.93,268.707 1892.39,269.684 1895.83,270.703 1899.27,271.762 1902.7,272.862 1906.12,274.001 1909.53,275.179 1912.94,276.395 1916.33,277.648 \n",
- " 1919.71,278.937 1923.09,280.263 1926.46,281.624 1929.81,283.019 1933.16,284.449 1936.49,285.911 1939.81,287.406 1943.13,288.932 1946.43,290.49 1949.72,292.078 \n",
- " 1952.99,293.696 1956.26,295.343 1959.51,297.018 1962.75,298.721 1965.98,300.451 1969.2,302.208 1972.4,303.99 1975.59,305.797 1978.77,307.629 1981.93,309.484 \n",
- " 1985.08,311.362 1988.21,313.263 1991.33,315.186 1994.44,317.129 1997.53,319.093 2000.61,321.077 2003.67,323.08 2006.72,325.101 2009.75,327.141 2012.77,329.197 \n",
- " 2015.78,331.27 2018.76,333.359 2021.74,335.463 2024.69,337.582 2027.63,339.715 2030.56,341.862 2033.47,344.021 2036.36,346.192 2039.24,348.375 2042.1,350.568 \n",
- " 2044.95,352.772 2047.77,354.986 2050.59,357.208 2053.38,359.439 2056.16,361.678 2058.93,363.924 2061.67,366.177 2064.4,368.435 2067.11,370.699 2069.81,372.968 \n",
- " 2072.49,375.241 2075.15,377.517 2077.8,379.797 2080.42,382.079 2083.04,384.362 2085.63,386.647 2088.21,388.932 2090.77,391.218 2093.31,393.503 2095.84,395.786 \n",
- " 2098.35,398.068 2100.84,400.348 2103.32,402.625 2105.77,404.898 2108.22,407.167 2110.64,409.432 2113.05,411.691 2115.44,413.945 2117.81,416.192 2120.17,418.432 \n",
- " 2122.51,420.665 2124.84,422.89 2127.15,425.107 2129.44,427.314 2131.71,429.511 2133.97,431.699 2136.21,433.875 2138.44,436.04 2140.65,438.194 2142.84,440.335 \n",
- " 2145.02,442.463 2147.19,444.579 2149.33,446.684 2151.46,448.778 2153.58,450.861 2155.68,452.932 2157.76,454.992 2159.83,457.04 2161.89,459.076 2163.93,461.1 \n",
- " 2165.95,463.112 2167.96,465.112 2169.96,467.099 2171.94,469.074 2173.91,471.036 2175.86,472.985 2177.79,474.921 2179.72,476.845 2181.63,478.755 2183.52,480.651 \n",
- " 2185.4,482.535 2187.27,484.405 2189.12,486.261 2190.96,488.103 2192.79,489.932 2194.6,491.747 2196.4,493.547 2198.18,495.334 2199.96,497.106 2201.72,498.864 \n",
- " 2203.46,500.608 2205.2,502.338 2206.92,504.052 2208.63,505.753 2210.32,507.438 2212.01,509.109 2213.68,510.765 2215.34,512.406 2216.98,514.032 2218.62,515.644 \n",
- " 2220.24,517.24 2221.85,518.821 2223.45,520.387 2225.04,521.938 2226.62,523.473 2228.18,524.994 2229.73,526.499 2231.28,527.988 2232.81,529.463 2234.33,530.921 \n",
- " 2235.84,532.365 2237.34,533.793 2238.83,535.205 2240.3,536.602 2241.77,537.984 2243.23,539.35 2244.68,540.7 2246.11,542.035 2247.54,543.355 2248.96,544.658 \n",
- " 2250.37,545.947 2251.77,547.22 2253.15,548.477 2254.53,549.718 2255.9,550.945 2257.27,552.155 2258.62,553.351 2259.96,554.53 2261.3,555.695 2262.62,556.844 \n",
- " 2263.94,557.977 2265.25,559.095 2266.55,560.198 2267.84,561.286 2269.12,562.359 2270.4,563.416 2271.67,564.458 2272.93,565.485 2274.18,566.497 2275.43,567.494 \n",
- " 2276.67,568.476 2277.9,569.444 2279.13,570.396 2280.34,571.334 2281.55,572.257 2282.76,573.166 2283.96,574.06 2285.15,574.939 2286.33,575.804 2287.51,576.655 \n",
- " 2288.68,577.492 2289.85,578.315 2291.01,579.123 2292.16,579.917 2293.31,580.696 2294.46,581.462 2295.59,582.213 2296.72,582.95 2297.85,583.672 2298.97,584.381 \n",
- " 2300.09,585.075 2301.2,585.755 2302.3,586.422 2303.4,587.074 2304.5,587.712 2305.59,588.337 2306.68,588.947 2307.76,589.544 2308.84,590.127 2309.91,590.696 \n",
- " 2310.98,591.251 2312.05,591.793 2313.11,592.321 2314.17,592.835 2315.22,593.336 2316.27,593.822 2317.32,594.296 2318.36,594.756 2319.4,595.202 2320.44,595.635 \n",
- " \n",
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- " 210.746,551.116 212.111,551.106 213.476,551.079 214.842,551.034 216.207,550.971 217.574,550.889 218.941,550.79 220.309,550.672 221.677,550.536 223.047,550.382 \n",
- " 224.418,550.21 225.791,550.02 227.165,549.812 228.54,549.585 229.917,549.341 231.297,549.078 232.678,548.797 234.061,548.498 235.447,548.18 236.835,547.845 \n",
- " 238.225,547.491 239.618,547.119 241.015,546.729 242.414,546.321 243.816,545.894 245.221,545.449 246.63,544.986 248.042,544.504 249.458,544.005 250.877,543.486 \n",
- " 252.301,542.95 253.729,542.395 255.16,541.822 256.596,541.23 258.037,540.621 259.482,539.992 260.932,539.346 262.387,538.68 263.846,537.997 265.311,537.295 \n",
- " 266.781,536.574 268.257,535.835 269.738,535.078 271.225,534.302 272.717,533.507 274.216,532.694 275.72,531.863 277.231,531.012 278.748,530.144 280.272,529.256 \n",
- " 281.802,528.351 283.34,527.426 284.884,526.483 286.435,525.521 287.993,524.541 289.559,523.542 291.132,522.524 292.713,521.488 294.301,520.433 295.898,519.359 \n",
- " 297.502,518.267 299.115,517.156 300.736,516.027 302.365,514.879 304.003,513.712 305.65,512.527 307.305,511.323 308.97,510.1 310.643,508.859 312.326,507.6 \n",
- " 314.019,506.322 315.72,505.025 317.432,503.711 319.153,502.377 320.885,501.025 322.626,499.655 324.378,498.267 326.139,496.86 327.912,495.435 329.695,493.992 \n",
- " 331.489,492.53 333.294,491.051 335.109,489.553 336.936,488.038 338.774,486.504 340.624,484.953 342.485,483.384 344.358,481.797 346.243,480.192 348.139,478.57 \n",
- " 350.048,476.93 351.969,475.273 353.902,473.599 355.848,471.907 357.806,470.199 359.778,468.473 361.762,466.73 363.759,464.971 365.769,463.195 367.792,461.403 \n",
- " 369.829,459.594 371.879,457.77 373.943,455.929 376.021,454.072 378.112,452.2 380.217,450.313 382.337,448.41 384.47,446.492 386.618,444.559 388.78,442.612 \n",
- " 390.957,440.65 393.148,438.674 395.354,436.684 397.574,434.681 399.81,432.664 402.061,430.634 404.326,428.59 406.607,426.535 408.903,424.466 411.215,422.386 \n",
- " 413.542,420.294 415.884,418.19 418.242,416.075 420.616,413.949 423.006,411.813 425.411,409.666 427.833,407.509 430.27,405.343 432.723,403.168 435.193,400.984 \n",
- " 437.679,398.792 440.181,396.592 442.699,394.384 445.234,392.17 447.785,389.949 450.353,387.722 452.937,385.49 455.538,383.252 458.156,381.01 460.79,378.763 \n",
- " 463.441,376.514 466.109,374.261 468.793,372.005 471.494,369.748 474.212,367.489 476.947,365.229 479.698,362.969 482.466,360.709 485.251,358.45 488.053,356.192 \n",
- " 490.872,353.937 493.707,351.684 496.559,349.435 499.427,347.19 502.312,344.949 505.214,342.714 508.132,340.484 511.067,338.262 514.018,336.046 516.985,333.839 \n",
- " 519.969,331.64 522.969,329.451 525.985,327.273 529.017,325.105 532.065,322.948 535.13,320.805 538.21,318.674 541.305,316.558 544.417,314.456 547.543,312.371 \n",
- " 550.686,310.301 553.843,308.249 557.016,306.215 560.204,304.199 563.407,302.201 566.625,300.223 569.857,298.265 573.104,296.329 576.365,294.415 579.64,292.524 \n",
- " 582.929,290.657 586.232,288.816 589.549,287.001 592.878,285.213 596.221,283.452 599.576,281.72 602.945,280.018 606.325,278.346 609.718,276.705 613.123,275.096 \n",
- " 616.539,273.52 619.967,271.977 623.407,270.469 626.857,268.995 630.318,267.557 633.789,266.155 637.271,264.789 640.762,263.462 644.264,262.172 647.774,260.921 \n",
- " 651.294,259.71 654.823,258.538 658.36,257.407 661.905,256.317 665.459,255.268 669.02,254.261 672.588,253.297 676.164,252.375 679.746,251.497 683.335,250.663 \n",
- " 686.93,249.873 690.53,249.127 694.136,248.427 697.748,247.771 701.364,247.162 704.984,246.598 708.609,246.081 712.237,245.61 715.869,245.186 719.504,244.809 \n",
- " 723.141,244.479 726.781,244.197 730.423,243.963 734.066,243.776 737.71,243.638 741.356,243.548 745.002,243.506 748.647,243.512 752.293,243.567 755.937,243.671 \n",
- " 759.581,243.823 763.223,244.024 766.863,244.274 770.502,244.572 774.138,244.919 777.771,245.313 781.401,245.755 785.027,246.243 788.649,246.779 792.268,247.361 \n",
- " 795.882,247.989 799.49,248.662 803.094,249.381 806.692,250.144 810.284,250.952 813.871,251.803 817.45,252.698 821.023,253.636 824.588,254.617 828.146,255.639 \n",
- " 831.697,256.703 835.239,257.808 838.773,258.953 842.299,260.137 845.815,261.361 849.323,262.624 852.821,263.925 856.309,265.263 859.787,266.639 863.255,268.05 \n",
- " 866.712,269.497 870.159,270.979 873.595,272.495 877.019,274.045 880.432,275.628 883.833,277.243 887.223,278.89 890.6,280.567 893.964,282.274 897.316,284.011 \n",
- " 900.655,285.776 903.981,287.569 907.294,289.389 910.593,291.235 913.878,293.107 917.15,295.003 920.408,296.922 923.651,298.865 926.879,300.829 930.094,302.815 \n",
- " 933.293,304.82 936.477,306.845 939.646,308.889 942.8,310.949 945.939,313.027 949.061,315.119 952.168,317.227 955.259,319.348 958.334,321.482 961.393,323.629 \n",
- " 964.436,325.789 967.463,327.961 970.473,330.143 973.468,332.335 976.446,334.536 979.407,336.746 982.353,338.964 985.282,341.189 988.194,343.42 991.09,345.658 \n",
- " 993.969,347.9 996.832,350.147 999.678,352.397 1002.51,354.651 1005.32,356.907 1008.12,359.166 1010.9,361.425 1013.66,363.685 1016.4,365.945 1019.13,368.205 \n",
- " 1021.85,370.464 1024.54,372.721 1027.22,374.976 1029.88,377.228 1032.53,379.477 1035.16,381.722 1037.77,383.963 1040.37,386.199 1042.95,388.429 1045.51,390.655 \n",
- " 1048.06,392.873 1050.59,395.086 1053.1,397.291 1055.6,399.489 1058.08,401.678 1060.55,403.859 1062.99,406.032 1065.43,408.195 1067.84,410.349 1070.24,412.493 \n",
- " 1072.63,414.626 1075,416.749 1077.35,418.861 1079.69,420.962 1082.01,423.051 1084.32,425.128 1086.61,427.192 1088.88,429.245 1091.15,431.284 1093.39,433.31 \n",
- " 1095.62,435.323 1097.84,437.323 1100.04,439.308 1102.22,441.279 1104.4,443.237 1106.55,445.179 1108.7,447.107 1110.83,449.019 1112.94,450.916 1115.04,452.797 \n",
- " 1117.13,454.663 1119.2,456.512 1121.26,458.346 1123.31,460.164 1125.34,461.966 1127.36,463.751 1129.36,465.52 1131.36,467.272 1133.34,469.008 1135.31,470.726 \n",
- " 1137.26,472.429 1139.2,474.114 1141.13,475.782 1143.05,477.433 1144.96,479.066 1146.85,480.683 1148.73,482.281 1150.6,483.863 1152.46,485.427 1154.3,486.973 \n",
- " 1156.14,488.501 1157.96,490.012 1159.78,491.505 1161.58,492.979 1163.37,494.436 1165.15,495.875 1166.92,497.295 1168.68,498.698 1170.43,500.082 1172.17,501.447 \n",
- " 1173.89,502.795 1175.61,504.124 1177.32,505.435 1179.02,506.727 1180.71,508 1182.39,509.255 1184.06,510.492 1185.72,511.71 1187.37,512.909 1189.02,514.09 \n",
- " 1190.65,515.252 1192.28,516.395 1193.9,517.519 1195.51,518.625 1197.11,519.712 1198.7,520.78 1200.29,521.83 1201.87,522.861 1203.44,523.873 1205,524.866 \n",
- " 1206.55,525.841 1208.1,526.797 1209.64,527.734 1211.18,528.652 1212.71,529.552 1214.23,530.433 1215.74,531.296 1217.25,532.14 1218.75,532.965 1220.25,533.772 \n",
- " 1221.74,534.56 1223.22,535.33 1224.7,536.081 1226.18,536.814 1227.64,537.529 1229.11,538.225 1230.57,538.903 1232.02,539.562 1233.47,540.202 1234.91,540.824 \n",
- " 1236.35,541.428 1237.78,542.013 1239.21,542.58 1240.64,543.128 1242.06,543.658 1243.48,544.169 1244.9,544.662 1246.31,545.137 1247.71,545.593 1249.12,546.032 \n",
- " 1250.52,546.452 1251.92,546.853 1253.31,547.237 1254.71,547.602 1256.1,547.949 1257.48,548.278 1258.87,548.589 1260.25,548.881 1261.63,549.156 1263.01,549.412 \n",
- " 1264.39,549.65 1265.76,549.87 1267.13,550.072 1268.51,550.256 1269.88,550.422 1271.25,550.57 1272.61,550.7 1273.98,550.811 1275.35,550.905 1276.71,550.98 \n",
- " 1278.08,551.038 1279.45,551.077 1280.81,551.099 1282.18,551.102 1283.54,551.088 1284.91,551.055 1286.27,551.004 1287.64,550.936 1289,550.849 1290.37,550.744 \n",
- " 1291.74,550.621 1293.11,550.48 1294.48,550.321 1295.85,550.144 1297.22,549.949 1298.6,549.735 1299.97,549.504 1301.35,549.255 1302.73,548.987 1304.11,548.701 \n",
- " 1305.5,548.397 1306.88,548.075 1308.27,547.735 1309.66,547.377 1311.06,547 1312.46,546.605 1313.86,546.192 1315.26,545.761 1316.67,545.312 1318.08,544.844 \n",
- " 1319.49,544.358 1320.91,543.853 1322.33,543.33 1323.75,542.789 1325.18,542.23 1326.61,541.652 1328.05,541.055 1329.49,540.44 1330.94,539.807 1332.39,539.155 \n",
- " 1333.85,538.485 1335.31,537.796 1336.78,537.088 1338.25,536.362 1339.72,535.617 1341.21,534.854 1342.69,534.073 1344.19,533.273 1345.69,532.455 1347.19,531.618 \n",
- " 1348.7,530.763 1350.22,529.889 1351.74,528.996 1353.27,528.085 1354.81,527.155 1356.35,526.206 1357.91,525.239 1359.46,524.252 1361.03,523.247 1362.6,522.223 \n",
- " 1364.18,521.18 1365.77,520.118 1367.37,519.038 1368.98,517.939 1370.59,516.82 1372.21,515.683 1373.84,514.528 1375.48,513.353 1377.13,512.16 1378.79,510.947 \n",
- " 1380.45,509.716 1382.13,508.467 1383.81,507.199 1385.51,505.912 1387.21,504.606 1388.93,503.282 1390.65,501.94 1392.38,500.579 1394.13,499.199 1395.88,497.801 \n",
- " 1397.65,496.385 1399.43,494.951 1401.21,493.499 1403.01,492.028 1404.82,490.54 1406.64,489.033 1408.47,487.509 1410.32,485.967 1412.17,484.407 1414.04,482.83 \n",
- " 1415.92,481.235 1417.81,479.623 1419.71,477.993 1421.62,476.347 1423.55,474.683 1425.49,473.002 1427.44,471.305 1429.4,469.591 1431.38,467.86 1433.37,466.112 \n",
- " 1435.38,464.349 1437.39,462.569 1439.42,460.773 1441.46,458.961 1443.52,457.133 1445.59,455.29 1447.67,453.431 1449.77,451.557 1451.88,449.668 1454.01,447.764 \n",
- " 1456.15,445.844 1458.3,443.911 1460.47,441.962 1462.65,440 1464.85,438.023 1467.06,436.032 1469.29,434.027 1471.53,432.009 1473.78,429.978 1476.05,427.933 \n",
- " 1478.34,425.875 1480.64,423.804 1482.96,421.721 1485.29,419.626 1487.64,417.518 1490,415.399 1492.38,413.269 1494.77,411.128 1497.18,408.977 1499.61,406.816 \n",
- " 1502.05,404.646 1504.51,402.467 1506.98,400.279 1509.47,398.083 1511.98,395.88 1514.5,393.669 1517.04,391.452 1519.6,389.228 1522.17,386.999 1524.76,384.764 \n",
- " 1527.37,382.525 1529.99,380.281 1532.63,378.033 1535.28,375.783 1537.96,373.529 1540.65,371.274 1543.35,369.017 1546.08,366.758 1548.82,364.5 1551.57,362.241 \n",
- " 1554.35,359.983 1557.14,357.726 1559.94,355.471 1562.77,353.219 1565.61,350.969 1568.47,348.724 1571.34,346.482 1574.23,344.246 1577.14,342.015 1580.06,339.79 \n",
- " 1583,337.573 1585.96,335.362 1588.93,333.16 1591.92,330.967 1594.93,328.784 1597.95,326.611 1600.99,324.449 1604.04,322.299 1607.11,320.161 1610.2,318.036 \n",
- " 1613.3,315.925 1616.42,313.829 1619.55,311.749 1622.7,309.684 1625.86,307.637 1629.04,305.607 1632.23,303.596 1635.44,301.605 1638.66,299.633 1641.89,297.683 \n",
- " 1645.14,295.754 1648.41,293.847 1651.69,291.965 1654.98,290.106 1658.29,288.273 1661.61,286.466 1664.94,284.685 1668.29,282.933 1671.64,281.209 1675.02,279.514 \n",
- " 1678.4,277.85 1681.8,276.217 1685.2,274.617 1688.62,273.05 1692.06,271.516 1695.5,270.018 1698.95,268.555 1702.42,267.126 1705.89,265.733 1709.38,264.377 \n",
- " 1712.88,263.057 1716.38,261.776 1719.89,260.533 1723.42,259.329 1726.95,258.165 1730.49,257.041 1734.03,255.958 1737.59,254.917 1741.15,253.917 1744.72,252.96 \n",
- " 1748.3,252.046 1751.88,251.175 1755.46,250.348 1759.06,249.566 1762.65,248.828 1766.26,248.135 1769.87,247.487 1773.48,246.885 1777.09,246.329 1780.71,245.82 \n",
- " 1784.33,245.357 1787.96,244.94 1791.59,244.571 1795.22,244.248 1798.85,243.974 1802.48,243.746 1806.12,243.566 1809.75,243.434 1813.39,243.35 1817.03,243.313 \n",
- " 1820.67,243.325 1824.3,243.384 1827.94,243.491 1831.58,243.646 1835.21,243.849 1838.84,244.1 1842.47,244.398 1846.1,244.744 1849.73,245.138 1853.35,245.578 \n",
- " 1856.97,246.066 1860.59,246.6 1864.21,247.181 1867.82,247.809 1871.42,248.482 1875.02,249.201 1878.62,249.966 1882.21,250.776 1885.79,251.631 1889.37,252.53 \n",
- " 1892.95,253.473 1896.51,254.46 1900.07,255.49 1903.63,256.563 1907.17,257.677 1910.71,258.834 1914.24,260.031 1917.76,261.269 1921.27,262.548 1924.78,263.865 \n",
- " 1928.27,265.221 1931.76,266.616 1935.24,268.047 1938.7,269.516 1942.16,271.02 1945.6,272.56 1949.03,274.134 1952.46,275.743 1955.87,277.384 1959.27,279.057 \n",
- " 1962.65,280.761 1966.03,282.496 1969.39,284.261 1972.74,286.054 1976.07,287.874 1979.4,289.722 1982.7,291.595 1986,293.493 1989.28,295.415 1992.54,297.359 \n",
- " 1995.79,299.325 1999.03,301.312 2002.24,303.318 2005.45,305.342 2008.63,307.383 2011.8,309.44 2014.96,311.512 2018.09,313.598 2021.21,315.696 2024.31,317.807 \n",
- " 2027.4,319.933 2030.47,322.072 2033.52,324.224 2036.56,326.388 2039.58,328.563 2042.59,330.749 2045.58,332.945 2048.55,335.149 2051.51,337.362 2054.45,339.582 \n",
- " 2057.37,341.81 2060.28,344.043 2063.17,346.282 2066.04,348.526 2068.9,350.774 2071.74,353.026 2074.57,355.281 2077.37,357.537 2080.16,359.796 2082.94,362.056 \n",
- " 2085.7,364.316 2088.44,366.576 2091.16,368.835 2093.87,371.094 2096.56,373.35 2099.24,375.604 2101.89,377.855 2104.54,380.103 2107.16,382.347 2109.77,384.586 \n",
- " 2112.36,386.82 2114.94,389.049 2117.5,391.273 2120.04,393.489 2122.56,395.699 2125.07,397.902 2127.57,400.097 2130.04,402.284 2132.51,404.463 2134.95,406.632 \n",
- " 2137.38,408.792 2139.79,410.943 2142.19,413.083 2144.57,415.213 2146.94,417.332 2149.29,419.44 2151.62,421.537 2153.94,423.622 2156.24,425.695 2158.53,427.755 \n",
- " 2160.8,429.802 2163.06,431.837 2165.3,433.858 2167.53,435.866 2169.74,437.86 2171.93,439.84 2174.12,441.806 2176.28,443.757 2178.44,445.693 2180.58,447.615 \n",
- " 2182.7,449.522 2184.81,451.413 2186.91,453.289 2188.99,455.149 2191.06,456.994 2193.12,458.822 2195.16,460.635 2197.19,462.431 2199.2,464.21 2201.21,465.972 \n",
- " 2203.2,467.717 2205.17,469.445 2207.14,471.155 2209.09,472.847 2211.03,474.523 2212.96,476.181 2214.87,477.821 2216.77,479.444 2218.66,481.049 2220.54,482.637 \n",
- " 2222.41,484.207 2224.27,485.759 2226.11,487.293 2227.94,488.81 2229.77,490.308 2231.58,491.789 2233.38,493.252 2235.17,494.697 2236.94,496.124 2238.71,497.533 \n",
- " 2240.47,498.924 2242.22,500.297 2243.95,501.651 2245.68,502.988 2247.4,504.306 2249.11,505.606 2250.81,506.888 2252.49,508.151 2254.17,509.397 2255.84,510.623 \n",
- " 2257.51,511.832 2259.16,513.022 2260.8,514.194 2262.44,515.347 2264.06,516.482 2265.68,517.599 2267.29,518.697 2268.89,519.776 2270.49,520.837 2272.07,521.88 \n",
- " 2273.65,522.904 2275.22,523.909 2276.78,524.896 2278.34,525.865 2279.89,526.815 2281.43,527.746 2282.97,528.658 2284.49,529.552 2286.02,530.428 2287.53,531.285 \n",
- " 2289.04,532.123 2290.54,532.942 2292.04,533.743 2293.53,534.526 2295.01,535.289 2296.49,536.034 2297.97,536.761 2299.43,537.469 2300.9,538.158 2302.36,538.829 \n",
- " 2303.81,539.481 2305.26,540.114 2306.7,540.729 2308.14,541.326 2309.57,541.903 2311,542.463 2312.43,543.003 2313.85,543.526 2315.27,544.029 2316.69,544.514 \n",
- " 2318.1,544.981 2319.51,545.429 2320.91,545.859 2322.31,546.27 2323.71,546.663 2325.11,547.038 2326.5,547.394 2327.89,547.732 2329.28,548.051 2330.66,548.352 \n",
- " 2332.05,548.635 2333.43,548.9 2334.81,549.147 2336.19,549.375 2337.57,549.585 2338.94,549.777 2340.32,549.951 2341.69,550.106 2343.06,550.243 2344.43,550.362 \n",
- " 2345.8,550.462 2347.17,550.543 2348.54,550.607 2349.9,550.651 2351.27,550.678 2352.64,550.686 2354,550.675 2355.37,550.647 2356.73,550.6 2358.1,550.534 \n",
- " 2359.47,550.45 2360.84,550.348 2362.2,550.228 2363.57,550.089 2364.94,549.932 2366.32,549.757 2367.69,549.563 2369.06,549.351 2370.44,549.121 2371.82,548.872 \n",
- " 2373.2,548.606 2374.58,548.321 2375.96,548.017 2377.35,547.696 2378.74,547.356 2380.13,546.998 2381.53,546.622 2382.92,546.227 2384.32,545.815 2385.73,545.384 \n",
- " 2387.13,544.934 2388.55,544.467 2389.96,543.981 2391.38,543.478 2392.8,542.956 2394.23,542.415 2395.66,541.857 2397.09,541.28 2398.53,540.685 2399.97,540.072 \n",
- " 2401.42,539.441 2402.88,538.791 2404.33,538.123 2405.8,537.437 2407.27,536.733 2408.74,536.01 2410.22,535.27 2411.71,534.511 2413.2,533.734 2414.7,532.938 \n",
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- " 1238.31,497.825 1240.07,498.385 1241.83,498.923 1243.58,499.437 1245.32,499.93 1247.06,500.399 1248.8,500.846 1250.54,501.271 1252.27,501.672 1254,502.052 \n",
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- " 1272.89,504.724 1274.6,504.831 1276.3,504.915 1278.01,504.977 1279.72,505.015 1281.42,505.031 1283.13,505.025 1284.84,504.995 1286.54,504.943 1288.25,504.868 \n",
- " 1289.96,504.771 1291.67,504.651 1293.38,504.508 1295.09,504.342 1296.8,504.154 1298.51,503.943 1300.23,503.71 1301.94,503.453 1303.66,503.174 1305.38,502.872 \n",
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- " 1342.27,491.256 1344.08,490.453 1345.89,489.628 1347.72,488.78 1349.55,487.91 1351.38,487.017 1353.22,486.102 1355.07,485.164 1356.93,484.205 1358.79,483.223 \n",
- " 1360.66,482.219 1362.54,481.193 1364.43,480.144 1366.33,479.074 1368.23,477.982 1370.14,476.868 1372.06,475.733 1373.99,474.575 1375.93,473.396 1377.87,472.195 \n",
- " 1379.83,470.973 1381.8,469.73 1383.77,468.465 1385.75,467.179 1387.75,465.871 1389.75,464.543 1391.77,463.193 1393.79,461.823 1395.82,460.431 1397.87,459.019 \n",
- " 1399.92,457.587 1401.99,456.133 1404.07,454.66 1406.16,453.166 1408.26,451.651 1410.37,450.117 1412.49,448.563 1414.62,446.988 1416.77,445.394 1418.93,443.78 \n",
- " 1421.09,442.147 1423.28,440.494 1425.47,438.821 1427.68,437.13 1429.89,435.419 1432.13,433.689 1434.37,431.941 1436.63,430.174 1438.9,428.388 1441.18,426.584 \n",
- " 1443.48,424.761 1445.79,422.921 1448.11,421.062 1450.45,419.185 1452.8,417.291 1455.16,415.379 1457.54,413.449 1459.93,411.503 1462.34,409.539 1464.76,407.56 \n",
- " 1467.2,405.566 1469.65,403.556 1472.12,401.532 1474.6,399.493 1477.09,397.44 1479.6,395.374 1482.13,393.294 1484.67,391.201 1487.23,389.096 1489.8,386.978 \n",
- " 1492.39,384.849 1494.99,382.709 1497.62,380.557 1500.25,378.396 1502.9,376.224 1505.57,374.043 1508.26,371.853 1510.96,369.654 1513.68,367.447 1516.41,365.233 \n",
- " 1519.16,363.012 1521.93,360.784 1524.72,358.551 1527.52,356.312 1530.34,354.069 1533.17,351.821 1536.02,349.57 1538.89,347.316 1541.77,345.059 1544.68,342.801 \n",
- " 1547.59,340.542 1550.53,338.282 1553.48,336.022 1556.45,333.764 1559.43,331.506 1562.44,329.252 1565.45,326.999 1568.49,324.751 1571.54,322.507 1574.61,320.268 \n",
- " 1577.7,318.035 1580.8,315.809 1583.91,313.59 1587.05,311.379 1590.2,309.177 1593.37,306.984 1596.55,304.803 1599.75,302.632 1602.96,300.474 1606.19,298.329 \n",
- " 1609.44,296.197 1612.7,294.081 1615.98,291.98 1619.27,289.896 1622.58,287.829 1625.91,285.78 1629.25,283.75 1632.6,281.741 1635.97,279.753 1639.35,277.787 \n",
- " 1642.75,275.844 1646.16,273.924 1649.59,272.03 1653.03,270.158 1656.49,268.309 1659.96,266.486 1663.44,264.689 1666.93,262.919 1670.44,261.178 1673.96,259.465 \n",
- " 1677.5,257.784 1681.05,256.134 1684.6,254.516 1688.17,252.932 1691.75,251.383 1695.35,249.868 1698.95,248.39 1702.56,246.949 1706.19,245.546 1709.82,244.182 \n",
- " 1713.46,242.857 1717.11,241.573 1720.78,240.329 1724.45,239.127 1728.12,237.968 1731.81,236.852 1735.5,235.779 1739.21,234.75 1742.92,233.766 1746.63,232.828 \n",
- " 1750.35,231.935 1754.08,231.089 1757.82,230.289 1761.56,229.537 1765.3,228.832 1769.05,228.175 1772.81,227.567 1776.57,227.007 1780.33,226.496 1784.09,226.035 \n",
- " 1787.86,225.623 1791.64,225.26 1795.41,224.947 1799.19,224.685 1802.97,224.472 1806.75,224.31 1810.54,224.198 1814.32,224.136 1818.11,224.125 1821.89,224.164 \n",
- " 1825.68,224.254 1829.46,224.393 1833.24,224.584 1837.03,224.824 1840.81,225.114 1844.59,225.454 1848.37,225.843 1852.14,226.282 1855.91,226.77 1859.68,227.307 \n",
- " 1863.45,227.893 1867.21,228.526 1870.97,229.208 1874.72,229.937 1878.47,230.713 1882.21,231.536 1885.94,232.405 1889.67,233.32 1893.4,234.28 1897.11,235.284 \n",
- " 1900.82,236.333 1904.53,237.425 1908.22,238.56 1911.91,239.737 1915.58,240.956 1919.25,242.215 1922.91,243.515 1926.56,244.854 1930.19,246.231 1933.82,247.646 \n",
- " 1937.44,249.098 1941.04,250.586 1944.63,252.109 1948.21,253.667 1951.78,255.257 1955.33,256.88 1958.87,258.534 1962.4,260.219 1965.92,261.936 1969.42,263.684 \n",
- " 1972.9,265.461 1976.38,267.267 1979.84,269.101 1983.29,270.961 1986.72,272.848 1990.14,274.758 1993.54,276.693 1996.93,278.651 2000.31,280.63 2003.67,282.631 \n",
- " 2007.02,284.652 2010.35,286.692 2013.66,288.75 2016.96,290.826 2020.25,292.919 2023.52,295.027 2026.77,297.151 2030.01,299.288 2033.23,301.439 2036.44,303.602 \n",
- " 2039.63,305.777 2042.81,307.963 2045.97,310.159 2049.11,312.364 2052.24,314.577 2055.35,316.799 2058.44,319.027 2061.52,321.262 2064.58,323.502 2067.62,325.747 \n",
- " 2070.65,327.996 2073.66,330.248 2076.66,332.503 2079.64,334.76 2082.6,337.019 2085.54,339.278 2088.47,341.537 2091.38,343.796 2094.28,346.053 2097.15,348.308 \n",
- " 2100.01,350.561 2102.86,352.811 2105.69,355.057 2108.5,357.298 2111.29,359.535 2114.07,361.766 2116.83,363.992 2119.58,366.21 2122.31,368.422 2125.02,370.626 \n",
- " 2127.71,372.821 2130.39,375.008 2133.06,377.186 2135.7,379.354 2138.33,381.512 2140.95,383.659 2143.55,385.795 2146.13,387.92 2148.7,390.032 2151.25,392.132 \n",
- " 2153.79,394.219 2156.31,396.293 2158.81,398.353 2161.3,400.399 2163.78,402.43 2166.24,404.447 2168.68,406.448 2171.11,408.433 2173.53,410.402 2175.93,412.355 \n",
- " 2178.31,414.291 2180.68,416.21 2183.04,418.112 2185.39,419.997 2187.72,421.864 2190.03,423.714 2192.33,425.546 2194.62,427.36 2196.9,429.156 2199.16,430.934 \n",
- " 2201.41,432.694 2203.65,434.434 2205.87,436.156 2208.08,437.859 2210.28,439.543 2212.47,441.208 2214.64,442.853 2216.8,444.479 2218.95,446.085 2221.09,447.671 \n",
- " 2223.22,449.238 2225.33,450.784 2227.44,452.31 2229.53,453.816 2231.61,455.301 2233.68,456.766 2235.74,458.21 2237.79,459.633 2239.83,461.036 2241.85,462.417 \n",
- " 2243.87,463.777 2245.88,465.116 2247.88,466.434 2249.87,467.73 2251.85,469.005 2253.81,470.258 2255.78,471.49 2257.73,472.7 2259.67,473.888 2261.6,475.054 \n",
- " 2263.53,476.198 2265.44,477.32 2267.35,478.42 2269.25,479.498 2271.14,480.553 2273.03,481.586 2274.9,482.597 2276.77,483.586 2278.64,484.552 2280.49,485.496 \n",
- " 2282.34,486.417 2284.18,487.315 2286.01,488.191 2287.84,489.045 2289.66,489.875 2291.48,490.683 2293.29,491.469 2295.09,492.231 2296.89,492.971 2298.68,493.688 \n",
- " 2300.47,494.383 2302.25,495.055 2304.03,495.704 2305.8,496.33 2307.57,496.933 2309.34,497.514 2311.09,498.072 2312.85,498.607 2314.6,499.12 2316.35,499.61 \n",
- " 2318.09,500.077 2319.84,500.522 2321.57,500.944 2323.31,501.343 2325.04,501.72 2326.77,502.075 2328.5,502.406 2330.22,502.714 2331.94,502.998 2333.66,503.259 \n",
- " 2335.37,503.496 2337.09,503.71 2338.8,503.9 2340.51,504.067 2342.22,504.211 2343.92,504.331 2345.63,504.428 2347.33,504.502 2349.03,504.552 2350.73,504.579 \n",
- " 2352.44,504.583 2354.14,504.564 2355.84,504.522 2357.54,504.457 2359.24,504.368 2360.95,504.257 2362.65,504.123 2364.36,503.965 2366.06,503.785 2367.77,503.582 \n",
- " 2369.48,503.356 2371.19,503.107 2372.91,502.836 2374.62,502.541 2376.34,502.224 2378.06,501.885 2379.78,501.522 2381.51,501.138 2383.24,500.73 2384.97,500.3 \n",
- " 2386.71,499.848 2388.45,499.373 2390.19,498.875 2391.94,498.355 2393.7,497.813 2395.45,497.249 2397.22,496.662 2398.98,496.053 2400.75,495.422 2402.53,494.769 \n",
- " 2404.31,494.094 2406.1,493.396 2407.89,492.677 2409.69,491.935 2411.5,491.172 2413.31,490.387 2415.13,489.579 2416.95,488.75 2418.78,487.9 2420.62,487.027 \n",
- " 2422.47,486.133 2424.32,485.217 2426.18,484.279 2428.04,483.32 2429.92,482.339 2431.8,481.337 2433.69,480.313 2435.59,479.268 2437.49,478.202 2439.41,477.114 \n",
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- " 1309.24,456.194 1311.31,455.806 1313.38,455.391 1315.45,454.949 1317.53,454.481 1319.61,453.986 1321.7,453.465 1323.78,452.917 1325.88,452.343 1327.98,451.743 \n",
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- " 1471.88,368.433 1474.6,366.395 1477.34,364.342 1480.1,362.273 1482.87,360.19 1485.66,358.093 1488.46,355.982 1491.28,353.859 1494.12,351.722 1496.97,349.574 \n",
- " 1499.84,347.414 1502.72,345.244 1505.62,343.063 1508.54,340.872 1511.47,338.671 1514.42,336.463 1517.38,334.246 1520.36,332.022 1523.36,329.791 1526.37,327.554 \n",
- " 1529.4,325.312 1532.45,323.065 1535.52,320.814 1538.6,318.559 1541.7,316.302 1544.81,314.043 1547.94,311.783 1551.09,309.522 1554.25,307.262 1557.44,305.003 \n",
- " 1560.63,302.746 1563.85,300.491 1567.08,298.24 1570.33,295.994 1573.59,293.752 1576.87,291.517 1580.17,289.289 1583.48,287.068 1586.81,284.856 1590.16,282.654 \n",
- " 1593.52,280.462 1596.9,278.282 1600.3,276.114 1603.71,273.96 1607.14,271.819 1610.58,269.694 1614.04,267.585 1617.51,265.49 1621,263.409 1624.51,261.344 \n",
- " 1628.03,259.297 1631.57,257.269 1635.12,255.262 1638.69,253.276 1642.27,251.313 1645.87,249.374 1649.48,247.46 1653.1,245.573 1656.74,243.714 1660.39,241.883 \n",
- " 1664.06,240.083 1667.73,238.313 1671.42,236.576 1675.13,234.871 1678.84,233.201 1682.57,231.566 1686.3,229.967 1690.05,228.404 1693.81,226.88 1697.59,225.394 \n",
- " 1701.37,223.948 1705.16,222.543 1708.96,221.178 1712.77,219.855 1716.59,218.575 1720.43,217.338 1724.26,216.145 1728.11,214.997 1731.97,213.894 1735.83,212.837 \n",
- " 1739.7,211.826 1743.58,210.862 1747.47,209.946 1751.36,209.077 1755.26,208.257 1759.16,207.486 1763.07,206.764 1766.99,206.091 1770.91,205.469 1774.83,204.896 \n",
- " 1778.76,204.374 1782.7,203.903 1786.63,203.483 1790.57,203.114 1794.52,202.797 1798.46,202.531 1802.41,202.317 1806.36,202.154 1810.31,202.044 1814.26,201.985 \n",
- " 1818.22,201.979 1822.17,202.024 1826.12,202.121 1830.08,202.27 1834.03,202.47 1837.98,202.722 1841.93,203.026 1845.88,203.381 1849.82,203.787 1853.76,204.244 \n",
- " 1857.7,204.751 1861.64,205.309 1865.57,205.916 1869.5,206.573 1873.42,207.28 1877.33,208.036 1881.25,208.839 1885.15,209.691 1889.05,210.591 1892.94,211.538 \n",
- " 1896.82,212.531 1900.7,213.57 1904.57,214.654 1908.43,215.783 1912.28,216.957 1916.12,218.173 1919.95,219.433 1923.76,220.734 1927.57,222.078 1931.37,223.464 \n",
- " 1935.16,224.891 1938.94,226.357 1942.7,227.863 1946.45,229.405 1950.2,230.985 1953.93,232.599 1957.64,234.249 1961.35,235.931 1965.04,237.646 1968.72,239.393 \n",
- " 1972.39,241.169 1976.04,242.975 1979.68,244.81 1983.31,246.671 1986.92,248.559 1990.52,250.473 1994.1,252.411 1997.67,254.372 2001.23,256.356 2004.77,258.361 \n",
- " 2008.29,260.387 2011.8,262.433 2015.3,264.497 2018.78,266.58 2022.25,268.679 2025.7,270.794 2029.13,272.925 2032.55,275.07 2035.95,277.228 2039.34,279.398 \n",
- " 2042.71,281.581 2046.07,283.774 2049.41,285.977 2052.73,288.189 2056.04,290.41 2059.33,292.638 2062.6,294.873 2065.86,297.113 2069.1,299.359 2072.32,301.608 \n",
- " 2075.53,303.862 2078.72,306.118 2081.9,308.376 2085.05,310.635 2088.19,312.894 2091.32,315.153 2094.43,317.411 2097.52,319.667 2100.59,321.921 2103.65,324.171 \n",
- " 2106.69,326.418 2109.71,328.659 2112.72,330.896 2115.71,333.126 2118.69,335.35 2121.64,337.566 2124.59,339.774 2127.51,341.974 2130.42,344.164 2133.31,346.344 \n",
- " 2136.19,348.513 2139.05,350.671 2141.89,352.817 2144.72,354.951 2147.53,357.072 2150.33,359.179 2153.11,361.272 2155.87,363.349 2158.62,365.412 2161.36,367.458 \n",
- " 2164.07,369.488 2166.78,371.501 2169.47,373.497 2172.14,375.475 2174.8,377.435 2177.45,379.377 2180.08,381.301 2182.69,383.207 2185.3,385.093 2187.88,386.96 \n",
- " 2190.46,388.808 2193.02,390.636 2195.57,392.443 2198.1,394.231 2200.62,395.998 2203.13,397.745 2205.63,399.47 2208.11,401.174 2210.58,402.857 2213.04,404.518 \n",
- " 2215.48,406.157 2217.92,407.774 2220.34,409.369 2222.75,410.941 2225.15,412.49 2227.53,414.017 2229.91,415.52 2232.28,417 2234.63,418.457 2236.97,419.89 \n",
- " 2239.31,421.299 2241.63,422.684 2243.94,424.045 2246.24,425.381 2248.54,426.693 2250.82,427.981 2253.09,429.243 2255.36,430.481 2257.61,431.693 2259.86,432.88 \n",
- " 2262.1,434.042 2264.33,435.179 2266.55,436.29 2268.76,437.375 2270.96,438.434 2273.16,439.467 2275.35,440.475 2277.53,441.456 2279.71,442.411 2281.87,443.34 \n",
- " 2284.03,444.243 2286.19,445.118 2288.34,445.968 2290.48,446.791 2292.61,447.587 2294.74,448.357 2296.86,449.099 2298.98,449.815 2301.1,450.504 2303.2,451.166 \n",
- " 2305.31,451.802 2307.4,452.41 2309.5,452.991 2311.59,453.545 2313.67,454.073 2315.76,454.573 2317.83,455.046 2319.91,455.492 2321.98,455.911 2324.05,456.303 \n",
- " 2326.12,456.668 2328.18,457.006 2330.24,457.317 2332.3,457.601 2334.36,457.858 2336.41,458.087 2338.46,458.289 2340.51,458.464 2342.56,458.611 2344.61,458.73 \n",
- " 2346.66,458.821 2348.7,458.885 2350.75,458.921 2352.79,458.93 2354.83,458.911 2356.88,458.864 2358.92,458.79 2360.96,458.688 2363.01,458.559 2365.06,458.402 \n",
- " 2367.1,458.218 2369.15,458.006 2371.2,457.767 2373.25,457.5 2375.31,457.206 2377.36,456.885 2379.42,456.536 2381.48,456.16 2383.55,455.757 2385.62,455.326 \n",
- " 2387.69,454.869 2389.76,454.384 2391.84,453.873 2393.93,453.334 2396.02,452.769 2398.11,452.177 2400.2,451.558 2402.31,450.912 2404.41,450.24 2406.53,449.541 \n",
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- " 1811.56,176.577 1815.7,176.53 1819.84,176.539 1823.97,176.602 1828.11,176.721 1832.25,176.894 1836.38,177.122 1840.52,177.405 1844.65,177.742 1848.78,178.134 \n",
- " 1852.91,178.579 1857.03,179.078 1861.15,179.631 1865.27,180.236 1869.38,180.894 1873.49,181.605 1877.6,182.367 1881.7,183.18 1885.79,184.045 1889.88,184.959 \n",
- " 1893.96,185.923 1898.04,186.935 1902.1,187.997 1906.16,189.105 1910.21,190.261 1914.26,191.462 1918.29,192.709 1922.32,194.001 1926.33,195.336 1930.34,196.713 \n",
- " 1934.33,198.133 1938.32,199.593 1942.29,201.093 1946.25,202.631 1950.2,204.208 1954.14,205.821 1958.06,207.469 1961.97,209.151 1965.86,210.867 1969.75,212.614 \n",
- " 1973.61,214.394 1977.47,216.205 1981.31,218.047 1985.13,219.919 1988.94,221.819 1992.74,223.746 1996.53,225.699 2000.29,227.677 2004.05,229.678 2007.79,231.702 \n",
- " 2011.51,233.748 2015.22,235.814 2018.91,237.899 2022.59,240.002 2026.25,242.122 2029.9,244.259 2033.53,246.41 2037.14,248.575 2040.74,250.754 2044.33,252.944 \n",
- " 2047.89,255.145 2051.44,257.356 2054.98,259.576 2058.49,261.804 2062,264.039 2065.48,266.28 2068.95,268.527 2072.4,270.777 2075.84,273.031 2079.25,275.287 \n",
- " 2082.66,277.545 2086.04,279.804 2089.41,282.062 2092.76,284.319 2096.1,286.575 2099.42,288.827 2102.72,291.076 2106,293.321 2109.27,295.561 2112.52,297.795 \n",
- " 2115.76,300.022 2118.98,302.241 2122.18,304.453 2125.37,306.655 2128.54,308.848 2131.69,311.03 2134.83,313.202 2137.95,315.361 2141.05,317.508 2144.14,319.642 \n",
- " 2147.22,321.762 2150.27,323.868 2153.32,325.959 2156.34,328.034 2159.35,330.092 2162.35,332.134 2165.33,334.158 2168.3,336.165 2171.25,338.152 2174.18,340.121 \n",
- " 2177.1,342.069 2180.01,343.997 2182.91,345.904 2185.78,347.79 2188.65,349.654 2191.5,351.495 2194.34,353.314 2197.16,355.11 2199.97,356.883 2202.77,358.633 \n",
- " 2205.56,360.359 2208.33,362.061 2211.09,363.739 2213.83,365.392 2216.57,367.02 2219.29,368.624 2222,370.201 2224.7,371.754 2227.39,373.28 2230.07,374.78 \n",
- " 2232.74,376.254 2235.39,377.702 2238.04,379.122 2240.67,380.516 2243.3,381.882 2245.91,383.221 2248.52,384.532 2251.11,385.815 2253.7,387.07 2256.28,388.297 \n",
- " 2258.84,389.495 2261.4,390.665 2263.95,391.806 2266.5,392.917 2269.03,394 2271.56,395.053 2274.07,396.077 2276.59,397.071 2279.09,398.035 2281.59,398.97 \n",
- " 2284.08,399.874 2286.56,400.748 2289.04,401.592 2291.51,402.405 2293.97,403.188 2296.43,403.94 2298.89,404.661 2301.33,405.351 2303.78,406.01 2306.22,406.638 \n",
- " 2308.65,407.235 2311.08,407.801 2313.5,408.335 2315.93,408.838 2318.34,409.31 2320.76,409.75 2323.17,410.158 2325.58,410.535 2327.98,410.88 2330.39,411.193 \n",
- " 2332.79,411.475 2335.19,411.724 2337.58,411.942 2339.98,412.129 2342.37,412.283 2344.77,412.405 2347.16,412.496 2349.55,412.555 2351.94,412.582 2354.33,412.577 \n",
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- " 1730.03,160.498 1734.29,159.414 1738.56,158.381 1742.84,157.404 1747.13,156.49 1751.42,155.638 1755.72,154.847 1760.03,154.118 1764.33,153.451 1768.65,152.844 \n",
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- " 1816.23,150.108 1820.56,150.207 1824.89,150.363 1829.21,150.574 1833.53,150.841 1837.85,151.163 1842.17,151.539 1846.48,151.97 1850.79,152.454 1855.1,152.99 \n",
- " 1859.4,153.58 1863.69,154.221 1867.98,154.913 1872.27,155.656 1876.55,156.45 1880.82,157.293 1885.09,158.186 1889.35,159.126 1893.6,160.115 1897.84,161.151 \n",
- " 1902.08,162.234 1906.31,163.363 1910.53,164.537 1914.74,165.755 1918.94,167.018 1923.13,168.324 1927.32,169.673 1931.49,171.063 1935.65,172.495 1939.8,173.967 \n",
- " 1943.95,175.479 1948.08,177.03 1952.2,178.619 1956.3,180.245 1960.4,181.908 1964.48,183.607 1968.56,185.341 1972.61,187.11 1976.66,188.911 1980.7,190.745 \n",
- " 1984.72,192.611 1988.72,194.508 1992.72,196.434 1996.7,198.39 2000.67,200.374 2004.62,202.385 2008.56,204.422 2012.48,206.485 2016.39,208.572 2020.29,210.683 \n",
- " 2024.17,212.816 2028.03,214.971 2031.88,217.147 2035.71,219.342 2039.53,221.555 2043.34,223.786 2047.13,226.034 2050.9,228.297 2054.65,230.574 2058.39,232.865 \n",
- " 2062.12,235.168 2065.83,237.483 2069.52,239.807 2073.19,242.141 2076.85,244.482 2080.49,246.83 2084.12,249.183 2087.73,251.542 2091.32,253.903 2094.9,256.266 \n",
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- " 2133.11,282.054 2136.48,284.347 2139.83,286.625 2143.17,288.888 2146.49,291.134 2149.79,293.362 2153.08,295.57 2156.35,297.757 2159.6,299.922 2162.83,302.063 \n",
- " 2166.05,304.179 2169.26,306.269 2172.44,308.33 2175.61,310.362 2178.76,312.362 2181.9,314.331 2185.02,316.265 2188.12,318.165 2191.21,320.027 2194.28,321.853 \n",
- " 2197.34,323.652 2200.38,325.425 2203.41,327.173 2206.43,328.895 2209.44,330.59 2212.43,332.259 2215.41,333.901 2218.38,335.515 2221.34,337.101 2224.28,338.66 \n",
- " 2227.22,340.19 2230.14,341.691 2233.05,343.164 2235.95,344.607 2238.84,346.021 2241.72,347.405 2244.59,348.758 2247.45,350.082 2250.3,351.374 2253.14,352.636 \n",
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- " 1886.59,126.283 1891.1,127.238 1895.59,128.247 1900.08,129.309 1904.56,130.422 1909.04,131.586 1913.5,132.799 1917.96,134.06 1922.4,135.368 1926.84,136.723 \n",
- " 1931.26,138.122 1935.68,139.565 1940.08,141.051 1944.47,142.578 1948.85,144.145 1953.22,145.752 1957.58,147.397 1961.93,149.079 1966.26,150.797 1970.58,152.55 \n",
- " 1974.89,154.336 1979.19,156.155 1983.47,158.006 1987.74,159.886 1991.99,161.796 1996.23,163.733 2000.46,165.698 2004.67,167.688 2008.87,169.703 2013.05,171.741 \n",
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- " 1893.98,95.4832 1898.71,96.4685 1903.44,97.5082 1908.15,98.6016 1912.86,99.748 1917.55,100.947 1922.24,102.197 1926.92,103.498 1931.6,104.848 1936.26,106.247 \n",
- " 1940.91,107.695 1945.55,109.189 1950.19,110.729 1954.81,112.314 1959.42,113.944 1964.02,115.615 1968.61,117.329 1973.18,119.083 1977.75,120.877 1982.3,122.708 \n",
- " 1986.83,124.577 1991.36,126.48 1995.87,128.419 2000.37,130.39 2004.86,132.392 2009.33,134.425 2013.78,136.486 2018.23,138.575 2022.65,140.689 2027.07,142.827 \n",
- " 2031.46,144.988 2035.84,147.169 2040.21,149.37 2044.56,151.588 2048.89,153.822 2053.21,156.07 2057.51,158.33 2061.8,160.601 2066.06,162.881 2070.31,165.167 \n",
- " 2074.54,167.458 2078.76,169.752 2082.95,172.047 2087.13,174.34 2091.29,176.631 2095.44,178.916 2099.56,181.194 2103.67,183.462 2107.75,185.719 2111.82,187.962 \n",
- " 2115.87,190.19 2119.9,192.408 2123.92,194.615 2127.91,196.81 2131.9,198.991 2135.86,201.158 2139.81,203.309 2143.75,205.444 2147.67,207.561 2151.57,209.66 \n",
- " 2155.46,211.739 2159.33,213.797 2163.19,215.834 2167.03,217.848 2170.86,219.839 2174.67,221.805 2178.47,223.746 2182.26,225.661 2186.03,227.55 2189.78,229.41 \n",
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- " 2083.42,1261.2 2079.52,1263.46 2075.59,1265.72 2071.65,1267.97 2067.7,1270.22 2063.72,1272.47 2059.73,1274.71 2055.72,1276.94 2051.7,1279.16 2047.66,1281.37 \n",
- " 2043.6,1283.57 2039.53,1285.76 2035.44,1287.93 2031.34,1290.09 2027.22,1292.23 2023.08,1294.35 2018.93,1296.45 2014.76,1298.53 2010.58,1300.59 2006.38,1302.63 \n",
- " 2002.17,1304.64 1997.94,1306.63 1993.7,1308.59 1989.44,1310.52 1985.17,1312.42 1980.89,1314.28 1976.59,1316.12 1972.27,1317.92 1967.95,1319.69 1963.61,1321.42 \n",
- " 1959.26,1323.12 1954.89,1324.78 1950.52,1326.39 1946.13,1327.97 1941.73,1329.51 1937.32,1331 1932.9,1332.44 1928.47,1333.84 1924.02,1335.2 1919.57,1336.5 \n",
- " 1915.11,1337.76 1910.64,1338.96 1906.16,1340.12 1901.68,1341.22 1897.18,1342.27 1892.68,1343.26 1888.17,1344.2 1883.65,1345.09 1879.13,1345.92 1874.6,1346.69 \n",
- " 1870.07,1347.41 1865.53,1348.07 1860.99,1348.67 1856.44,1349.21 1851.89,1349.7 1847.34,1350.12 1842.78,1350.48 1838.22,1350.79 1833.65,1351.03 1829.09,1351.22 \n",
- " 1824.52,1351.34 1819.96,1351.4 1815.39,1351.41 1810.82,1351.35 1806.26,1351.23 1801.69,1351.05 1797.13,1350.82 1792.56,1350.52 1788,1350.16 1783.45,1349.74 \n",
- " 1778.89,1349.27 1774.34,1348.73 1769.79,1348.14 1765.25,1347.49 1760.71,1346.78 1756.18,1346.01 1751.66,1345.19 1747.14,1344.31 1742.63,1343.38 1738.12,1342.4 \n",
- " 1733.63,1341.36 1729.14,1340.27 1724.66,1339.12 1720.19,1337.93 1715.72,1336.68 1711.27,1335.38 1706.83,1334.04 1702.39,1332.65 1697.97,1331.22 1693.56,1329.74 \n",
- " 1689.16,1328.21 1684.77,1326.65 1680.39,1325.04 1676.03,1323.4 1671.68,1321.71 1667.34,1319.99 1663.01,1318.23 1658.69,1316.44 1654.39,1314.61 1650.11,1312.75 \n",
- " 1645.83,1310.86 1641.57,1308.94 1637.33,1306.99 1633.1,1305.01 1628.88,1303.01 1624.68,1300.98 1620.5,1298.93 1616.33,1296.85 1612.17,1294.75 1608.03,1292.64 \n",
- " 1603.91,1290.5 1599.8,1288.35 1595.71,1286.18 1591.63,1283.99 1587.57,1281.79 1583.53,1279.58 1579.5,1277.36 1575.49,1275.13 1571.5,1272.89 1567.52,1270.64 \n",
- " 1563.56,1268.39 1559.61,1266.13 1555.69,1263.87 1551.78,1261.61 1547.88,1259.35 1544.01,1257.09 1540.15,1254.83 1536.3,1252.57 1532.48,1250.32 1528.67,1248.08 \n",
- " 1524.88,1245.84 1521.1,1243.6 1517.34,1241.38 1513.6,1239.16 1509.87,1236.96 1506.16,1234.77 1502.47,1232.59 1498.79,1230.42 1495.13,1228.27 1491.48,1226.13 \n",
- " 1487.85,1224.01 1484.23,1221.9 1480.64,1219.81 1477.05,1217.74 1473.48,1215.7 1469.93,1213.67 1466.39,1211.66 1462.87,1209.67 1459.36,1207.71 1455.86,1205.77 \n",
- " 1452.38,1203.85 1448.91,1201.96 1445.46,1200.1 1442.02,1198.26 1438.59,1196.44 1435.18,1194.66 1431.78,1192.9 1428.4,1191.17 1425.02,1189.47 1421.66,1187.8 \n",
- " 1418.31,1186.16 1414.98,1184.56 1411.65,1182.98 1408.34,1181.43 1405.04,1179.92 1401.75,1178.44 1398.47,1176.99 1395.2,1175.58 1391.94,1174.2 1388.69,1172.86 \n",
- " 1385.46,1171.55 1382.23,1170.27 1379.01,1169.04 1375.8,1167.83 1372.59,1166.67 1369.4,1165.54 1366.22,1164.44 1363.04,1163.39 1359.87,1162.37 1356.71,1161.39 \n",
- " 1353.55,1160.45 1350.41,1159.55 1347.27,1158.68 1344.13,1157.86 1341.01,1157.07 1337.88,1156.33 1334.77,1155.62 1331.66,1154.95 1328.55,1154.32 1325.45,1153.74 \n",
- " 1322.35,1153.19 1319.25,1152.68 1316.16,1152.21 1313.08,1151.78 1309.99,1151.4 1306.91,1151.05 1303.83,1150.74 1300.75,1150.47 1297.68,1150.25 1294.6,1150.06 \n",
- " 1291.53,1149.92 1288.46,1149.81 1285.39,1149.75 1282.32,1149.72 1279.24,1149.74 1276.17,1149.8 1273.1,1149.9 1270.02,1150.03 1266.95,1150.21 1263.87,1150.43 \n",
- " 1260.79,1150.69 1257.71,1150.99 1254.63,1151.33 1251.54,1151.71 1248.45,1152.13 1245.36,1152.58 1242.26,1153.08 1239.16,1153.62 1236.06,1154.2 1232.95,1154.82 \n",
- " 1229.84,1155.47 1226.72,1156.17 1223.59,1156.9 1220.46,1157.67 1217.33,1158.48 1214.19,1159.33 1211.04,1160.22 1207.88,1161.15 1204.72,1162.11 1201.55,1163.11 \n",
- " 1198.38,1164.15 1195.19,1165.23 1192,1166.34 1188.8,1167.49 1185.59,1168.67 1182.37,1169.89 1179.14,1171.15 1175.91,1172.44 1172.66,1173.77 1169.4,1175.13 \n",
- " 1166.14,1176.53 1162.86,1177.96 1159.57,1179.43 1156.28,1180.93 1152.97,1182.46 1149.65,1184.03 1146.31,1185.62 1142.97,1187.25 1139.62,1188.91 1136.25,1190.6 \n",
- " 1132.87,1192.32 1129.47,1194.07 1126.07,1195.84 1122.65,1197.65 1119.21,1199.48 1115.77,1201.33 1112.31,1203.22 1108.83,1205.12 1105.34,1207.06 1101.84,1209.01 \n",
- " 1098.32,1210.99 1094.79,1212.99 1091.24,1215.01 1087.67,1217.06 1084.1,1219.12 1080.5,1221.2 1076.89,1223.3 1073.27,1225.42 1069.62,1227.55 1065.97,1229.7 \n",
- " 1062.29,1231.86 1058.6,1234.04 1054.9,1236.23 1051.18,1238.43 1047.44,1240.64 1043.68,1242.86 1039.91,1245.09 1036.12,1247.33 1032.32,1249.57 1028.5,1251.82 \n",
- " 1024.66,1254.08 1020.8,1256.34 1016.93,1258.59 1013.04,1260.86 1009.14,1263.12 1005.22,1265.38 1001.28,1267.63 997.325,1269.89 993.354,1272.13 989.366,1274.38 \n",
- " 985.361,1276.61 981.34,1278.84 977.303,1281.05 973.249,1283.26 969.179,1285.45 965.093,1287.62 960.99,1289.79 956.872,1291.93 952.738,1294.06 948.588,1296.16 \n",
- " 944.423,1298.25 940.242,1300.32 936.045,1302.36 931.833,1304.38 927.605,1306.38 923.363,1308.36 919.106,1310.3 914.836,1312.22 910.551,1314.1 906.252,1315.96 \n",
- " 901.94,1317.78 897.614,1319.56 893.276,1321.31 888.926,1323.02 884.563,1324.69 880.188,1326.31 875.802,1327.9 871.404,1329.44 866.995,1330.94 862.576,1332.39 \n",
- " 858.146,1333.8 853.707,1335.16 849.257,1336.47 844.799,1337.73 840.331,1338.94 835.855,1340.1 831.371,1341.2 826.879,1342.26 822.379,1343.26 817.872,1344.2 \n",
- " 813.358,1345.09 808.838,1345.92 804.312,1346.7 799.78,1347.42 795.243,1348.08 790.701,1348.69 786.155,1349.23 781.605,1349.72 777.051,1350.15 772.493,1350.52 \n",
- " 767.933,1350.83 763.371,1351.08 758.806,1351.27 754.24,1351.4 749.673,1351.47 745.105,1351.48 740.537,1351.43 735.969,1351.32 731.402,1351.15 726.836,1350.92 \n",
- " 722.272,1350.63 717.709,1350.28 713.149,1349.87 708.592,1349.41 704.038,1348.88 699.489,1348.3 694.943,1347.66 690.403,1346.96 685.868,1346.2 681.338,1345.39 \n",
- " 676.816,1344.52 672.3,1343.6 667.791,1342.62 663.29,1341.59 658.798,1340.51 654.314,1339.38 649.841,1338.19 645.376,1336.95 640.921,1335.66 636.477,1334.32 \n",
- " 632.043,1332.94 627.619,1331.51 623.206,1330.03 618.805,1328.5 614.415,1326.94 610.037,1325.33 605.671,1323.68 601.318,1322 596.977,1320.27 592.649,1318.51 \n",
- " 588.334,1316.72 584.032,1314.89 579.745,1313.03 575.471,1311.14 571.211,1309.22 566.965,1307.27 562.734,1305.3 558.517,1303.29 554.315,1301.27 550.128,1299.22 \n",
- " 545.956,1297.15 541.8,1295.06 537.658,1292.94 533.533,1290.81 529.423,1288.67 525.329,1286.51 521.251,1284.33 517.189,1282.14 513.143,1279.94 509.113,1277.72 \n",
- " 505.1,1275.5 501.103,1273.27 497.122,1271.03 493.158,1268.78 489.21,1266.53 485.28,1264.28 481.365,1262.02 477.468,1259.76 473.587,1257.5 469.722,1255.25 \n",
- " 465.875,1252.99 462.044,1250.74 458.23,1248.49 454.432,1246.25 450.651,1244.01 446.887,1241.78 443.139,1239.56 439.408,1237.35 435.693,1235.15 431.994,1232.96 \n",
- " 428.312,1230.79 424.645,1228.63 420.995,1226.48 417.361,1224.35 413.743,1222.24 410.14,1220.15 406.554,1218.07 402.982,1216.02 399.426,1213.99 395.885,1211.97 \n",
- " 392.359,1209.99 388.848,1208.02 385.352,1206.08 381.869,1204.17 378.401,1202.27 374.947,1200.41 371.507,1198.57 368.08,1196.76 364.667,1194.97 361.266,1193.21 \n",
- " 357.879,1191.49 354.504,1189.79 351.142,1188.12 347.791,1186.48 344.453,1184.87 341.126,1183.29 337.811,1181.74 334.507,1180.23 331.215,1178.74 327.933,1177.29 \n",
- " 324.661,1175.88 321.4,1174.49 318.149,1173.15 314.907,1171.83 311.676,1170.55 308.453,1169.31 305.24,1168.1 302.035,1166.93 298.839,1165.79 295.651,1164.69 \n",
- " 292.471,1163.63 289.299,1162.6 286.134,1161.61 282.976,1160.66 279.826,1159.75 276.682,1158.87 273.544,1158.04 270.413,1157.24 267.287,1156.48 264.167,1155.76 \n",
- " 261.052,1155.08 257.942,1154.44 254.837,1153.84 251.736,1153.28 248.639,1152.76 245.546,1152.28 242.457,1151.84 239.371,1151.44 236.287,1151.08 233.207,1150.76 \n",
- " 230.128,1150.49 227.051,1150.25 223.977,1150.05 220.903,1149.9 217.831,1149.78 214.759,1149.71 211.688,1149.67 208.616,1149.68 205.545,1149.73 202.473,1149.82 \n",
- " 199.4,1149.95 196.326,1150.12 193.25,1150.33 190.173,1150.58 187.095,1150.87 184.015,1151.2 180.935,1151.57 177.852,1151.98 174.768,1152.43 171.68,1152.92 \n",
- " 168.589,1153.45 165.495,1154.02 162.397,1154.63 159.295,1155.28 156.187,1155.97 153.075,1156.7 149.957,1157.47 146.834,1158.27 143.704,1159.12 140.568,1160 \n",
- " 137.425,1160.93 134.274,1161.89 131.116,1162.89 127.951,1163.93 124.777,1165.01 121.594,1166.12 118.402,1167.28 115.202,1168.47 111.992,1169.69 108.772,1170.96 \n",
- " 105.542,1172.26 102.302,1173.59 99.0511,1174.96 95.7894,1176.37 92.5167,1177.81 89.2326,1179.28 85.9369,1180.79 82.6293,1182.33 79.3096,1183.9 75.9776,1185.51 \n",
- " 72.633,1187.15 69.2757,1188.81 65.9054,1190.51 62.5219,1192.24 59.125,1194 55.7145,1195.79 52.2903,1197.6 48.8521,1199.44 45.3998,1201.31 41.9332,1203.21 \n",
- " 38.4522,1205.13 34.9566,1207.07 31.4462,1209.04 27.9209,1211.03 24.3805,1213.05 20.8251,1215.08 17.2543,1217.14 13.6681,1219.22 10.0664,1221.31 6.44907,1223.42 \n",
- " 2.81601,1225.55 -0.832856,1227.7 -4.49763,1229.86 -8.17839,1232.04 -11.8752,1234.23 -15.5882,1236.43 -19.3173,1238.64 -23.0627,1240.87 -26.8244,1243.1 -30.6024,1245.34 \n",
- " -34.3968,1247.59 -38.2076,1249.85 -42.0349,1252.11 -45.8786,1254.37 -49.7387,1256.64 -53.6154,1258.9 -57.5085,1261.17 -61.418,1263.44 -65.3441,1265.71 -69.2865,1267.97 \n",
- " -73.2454,1270.23 -77.2206,1272.48 -81.2122,1274.72 -85.2201,1276.96 -89.2442,1279.19 -93.2846,1281.4 -97.3411,1283.61 -101.414,1285.8 -105.504,1287.98 -109.609,1290.15 \n",
- " -113.731,1292.31 -117.869,1294.44 -122.023,1296.56 -126.193,1298.66 -130.377,1300.73 -134.578,1302.79 -138.793,1304.81 -143.022,1306.82 -147.267,1308.79 -151.526,1310.73 \n",
- " -155.799,1312.65 -160.085,1314.53 -164.386,1316.38 -168.699,1318.19 -173.026,1319.96 -177.366,1321.7 -181.718,1323.41 -186.083,1325.07 -190.46,1326.69 -194.848,1328.26 \n",
- " -199.248,1329.8 -203.658,1331.29 -208.08,1332.74 -212.512,1334.14 -216.955,1335.49 -221.407,1336.79 -225.868,1338.05 -230.339,1339.25 -234.819,1340.41 -239.307,1341.51 \n",
- " -243.803,1342.56 -248.307,1343.56 -252.818,1344.51 -257.336,1345.4 -261.861,1346.23 -266.392,1347.02 -270.929,1347.74 -275.471,1348.41 -280.018,1349.02 -284.57,1349.57 \n",
- " -289.125,1350.07 -293.685,1350.51 -298.248,1350.88 -302.813,1351.2 -307.381,1351.46 -311.951,1351.67 -316.522,1351.81 -321.094,1351.89 -325.666,1351.91 -330.239,1351.87 \n",
- " -334.811,1351.77 -339.382,1351.61 -343.952,1351.39 -348.519,1351.11 -353.084,1350.77 -357.646,1350.37 -362.205,1349.91 -366.759,1349.39 -371.309,1348.8 -375.853,1348.15 \n",
- " -380.391,1347.44 -384.922,1346.66 -389.448,1345.82 -393.966,1344.93 -398.476,1343.97 -402.979,1342.96 -407.474,1341.89 -411.96,1340.77 -416.437,1339.6 -420.906,1338.37 \n",
- " -425.364,1337.09 -429.813,1335.77 -434.252,1334.4 -438.681,1332.98 -443.099,1331.51 -447.506,1330.01 -451.901,1328.46 -456.285,1326.87 -460.658,1325.24 -465.018,1323.57 \n",
- " -469.366,1321.87 -473.701,1320.13 -478.024,1318.35 -482.333,1316.54 -486.63,1314.7 -490.913,1312.83 -495.182,1310.93 -499.437,1309 -503.679,1307.04 -507.906,1305.06 \n",
- " -512.118,1303.05 -516.316,1301.02 -520.5,1298.96 -524.668,1296.89 -528.822,1294.8 -532.96,1292.68 -537.083,1290.55 -541.19,1288.4 -545.282,1286.24 -549.358,1284.07 \n",
- " -553.419,1281.88 -557.463,1279.67 -561.492,1277.46 -565.504,1275.24 -569.5,1273.01 -573.48,1270.77 -577.444,1268.53 -581.392,1266.28 -585.323,1264.03 -589.237,1261.77 \n",
- " -593.136,1259.51 -597.017,1257.26 -600.883,1255 -604.731,1252.74 -608.564,1250.49 -612.379,1248.24 -616.179,1245.99 -619.961,1243.75 -623.728,1241.51 -627.478,1239.29 \n",
- " -631.211,1237.07 -634.928,1234.86 -638.629,1232.66 -642.314,1230.48 -645.983,1228.3 -649.635,1226.14 -653.272,1224 -656.892,1221.87 -660.497,1219.76 -664.086,1217.66 \n",
- " -667.66,1215.58 -671.218,1213.53 -674.761,1211.49 -678.288,1209.47 -681.801,1207.48 -685.298,1205.51 -688.781,1203.56 -692.25,1201.64 -695.703,1199.74 -699.143,1197.88 \n",
- " -702.569,1196.03 -705.98,1194.22 -709.378,1192.44 -712.763,1190.69 -716.134,1188.96 -719.493,1187.27 -722.838,1185.62 -726.171,1183.99 -729.492,1182.41 -732.801,1180.85 \n",
- " -736.098,1179.33 -739.383,1177.85 -742.657,1176.39 -745.921,1174.97 -749.174,1173.59 -752.417,1172.24 -755.65,1170.93 -758.873,1169.65 -762.087,1168.4 -765.291,1167.19 \n",
- " -768.487,1166.02 -771.674,1164.89 -774.853,1163.79 -778.025,1162.73 -781.188,1161.7 -784.344,1160.72 -787.493,1159.77 -790.635,1158.85 -793.771,1157.98 -796.9,1157.14 \n",
- " -800.023,1156.35 -803.141,1155.59 -806.254,1154.87 -809.361,1154.19 -812.464,1153.54 -815.562,1152.94 -818.656,1152.38 -821.746,1151.85 -824.832,1151.37 -827.915,1150.92 \n",
- " -830.995,1150.52 -834.072,1150.15 -837.147,1149.83 -840.219,1149.54 -843.29,1149.29 -846.359,1149.09 -849.426,1148.92 -852.493,1148.8 -855.559,1148.72 -858.625,1148.67 \n",
- " -861.69,1148.67 -864.755,1148.7 -867.821,1148.78 -870.888,1148.9 -873.956,1149.06 -877.025,1149.25 -880.095,1149.49 -883.168,1149.77 -886.242,1150.09 -889.32,1150.45 \n",
- " -892.399,1150.85 -895.482,1151.29 -898.569,1151.77 -901.659,1152.29 -904.752,1152.84 -907.851,1153.44 -910.953,1154.08 -914.061,1154.76 -917.173,1155.48 -920.291,1156.23 \n",
- " -923.415,1157.03 -926.544,1157.86 -929.68,1158.73 -932.822,1159.65 -935.972,1160.6 -939.128,1161.58 -942.292,1162.61 -945.463,1163.67 -948.643,1164.78 -951.83,1165.91 \n",
- " -955.025,1167.09 -958.229,1168.29 -961.44,1169.54 -964.66,1170.82 -967.89,1172.13 -971.129,1173.47 -974.378,1174.85 -977.637,1176.27 -980.906,1177.71 -984.186,1179.19 \n",
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- " 1789.37,1244.87 1785.59,1244.48 1781.82,1244.04 1778.05,1243.55 1774.29,1243.01 1770.53,1242.43 1766.77,1241.79 1763.02,1241.11 1759.27,1240.38 1755.53,1239.6 \n",
- " 1751.8,1238.77 1748.07,1237.9 1744.34,1236.98 1740.62,1236.02 1736.91,1235.01 1733.21,1233.96 1729.51,1232.86 1725.82,1231.72 1722.15,1230.54 1718.47,1229.31 \n",
- " 1714.81,1228.05 1711.16,1226.74 1707.51,1225.4 1703.88,1224.01 1700.26,1222.59 1696.65,1221.13 1693.04,1219.64 1689.45,1218.11 1685.88,1216.54 1682.31,1214.94 \n",
- " 1678.76,1213.31 1675.22,1211.65 1671.69,1209.95 1668.17,1208.23 1664.67,1206.48 1661.19,1204.7 1657.71,1202.9 1654.25,1201.06 1650.81,1199.2 1647.38,1197.31 \n",
- " 1643.96,1195.4 1640.56,1193.47 1637.17,1191.51 1633.79,1189.53 1630.43,1187.53 1627.09,1185.51 1623.76,1183.47 1620.45,1181.41 1617.15,1179.33 1613.86,1177.24 \n",
- " 1610.59,1175.13 1607.34,1173.01 1604.11,1170.87 1600.88,1168.72 1597.68,1166.55 1594.49,1164.38 1591.32,1162.19 1588.16,1159.99 1585.02,1157.79 1581.9,1155.57 \n",
- " 1578.79,1153.35 1575.7,1151.12 1572.62,1148.89 1569.57,1146.64 1566.53,1144.4 1563.5,1142.15 1560.49,1139.89 1557.5,1137.64 1554.53,1135.38 1551.57,1133.12 \n",
- " 1548.63,1130.86 1545.7,1128.6 1542.8,1126.34 1539.91,1124.08 1537.03,1121.82 1534.18,1119.57 1531.33,1117.32 1528.51,1115.07 1525.7,1112.83 1522.91,1110.6 \n",
- " 1520.14,1108.37 1517.38,1106.14 1514.64,1103.92 1511.92,1101.71 1509.21,1099.51 1506.52,1097.32 1503.84,1095.14 1501.18,1092.96 1498.54,1090.8 1495.91,1088.65 \n",
- " 1493.3,1086.5 1490.71,1084.37 1488.13,1082.25 1485.56,1080.15 1483.01,1078.05 1480.48,1075.97 1477.96,1073.9 1475.46,1071.85 1472.97,1069.8 1470.5,1067.78 \n",
- " 1468.04,1065.76 1465.6,1063.76 1463.17,1061.78 1460.76,1059.81 1458.36,1057.86 1455.98,1055.92 1453.61,1054 1451.25,1052.1 1448.91,1050.21 1446.58,1048.34 \n",
- " 1444.27,1046.49 1441.97,1044.66 1439.68,1042.84 1437.41,1041.04 1435.15,1039.26 1432.9,1037.49 1430.66,1035.75 1428.44,1034.03 1426.23,1032.32 1424.04,1030.63 \n",
- " 1421.85,1028.96 1419.68,1027.32 1417.52,1025.69 1415.38,1024.08 1413.24,1022.49 1411.12,1020.93 1409.01,1019.38 1406.91,1017.85 1404.82,1016.35 1402.74,1014.86 \n",
- " 1400.67,1013.4 1398.61,1011.95 1396.57,1010.53 1394.53,1009.13 1392.51,1007.75 1390.49,1006.4 1388.49,1005.06 1386.5,1003.75 1384.51,1002.45 1382.54,1001.18 \n",
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- " 1361.39,988.655 1359.51,987.648 1357.65,986.664 1355.79,985.703 1353.93,984.766 1352.09,983.852 1350.25,982.961 1348.42,982.094 1346.6,981.25 1344.78,980.43 \n",
- " 1342.97,979.632 1341.16,978.858 1339.36,978.106 1337.57,977.378 1335.78,976.673 1333.99,975.99 1332.22,975.33 1330.44,974.694 1328.67,974.08 1326.91,973.488 \n",
- " 1325.15,972.92 1323.39,972.374 1321.64,971.851 1319.89,971.35 1318.15,970.872 1316.41,970.416 1314.67,969.983 1312.94,969.573 1311.21,969.185 1309.48,968.819 \n",
- " 1307.75,968.475 1306.03,968.154 1304.31,967.856 1302.59,967.579 1300.87,967.325 1299.16,967.093 1297.44,966.883 1295.73,966.696 1294.02,966.531 1292.31,966.388 \n",
- " 1290.6,966.267 1288.89,966.168 1287.18,966.091 1285.47,966.037 1283.76,966.004 1282.05,965.994 1280.34,966.006 1278.63,966.039 1276.92,966.095 1275.21,966.173 \n",
- " 1273.5,966.273 1271.79,966.395 1270.08,966.539 1268.36,966.705 1266.65,966.894 1264.93,967.104 1263.21,967.336 1261.49,967.59 1259.76,967.867 1258.04,968.165 \n",
- " 1256.31,968.486 1254.58,968.828 1252.84,969.193 1251.1,969.579 1249.36,969.988 1247.62,970.419 1245.87,970.872 1244.12,971.347 1242.37,971.845 1240.61,972.364 \n",
- " 1238.84,972.906 1237.08,973.47 1235.3,974.056 1233.53,974.664 1231.75,975.295 1229.96,975.947 1228.17,976.623 1226.38,977.32 1224.57,978.04 1222.77,978.782 \n",
- " 1220.96,979.547 1219.14,980.334 1217.31,981.144 1215.48,981.976 1213.65,982.831 1211.8,983.708 1209.95,984.608 1208.1,985.53 1206.24,986.476 1204.37,987.444 \n",
- " 1202.49,988.434 1200.61,989.448 1198.71,990.484 1196.82,991.544 1194.91,992.626 1192.99,993.731 1191.07,994.859 1189.14,996.011 1187.2,997.185 1185.26,998.383 \n",
- " 1183.3,999.603 1181.34,1000.85 1179.36,1002.11 1177.38,1003.4 1175.39,1004.71 1173.39,1006.04 1171.38,1007.4 1169.35,1008.77 1167.32,1010.16 1165.28,1011.58 \n",
- " 1163.23,1013.02 1161.16,1014.48 1159.09,1015.95 1157,1017.45 1154.91,1018.98 1152.8,1020.52 1150.68,1022.08 1148.55,1023.66 1146.41,1025.26 1144.25,1026.89 \n",
- " 1142.08,1028.53 1139.9,1030.19 1137.71,1031.87 1135.51,1033.58 1133.29,1035.3 1131.06,1037.04 1128.81,1038.8 1126.56,1040.57 1124.29,1042.37 1122,1044.18 \n",
- " 1119.71,1046.02 1117.4,1047.86 1115.07,1049.73 1112.73,1051.62 1110.38,1053.52 1108.02,1055.44 1105.63,1057.37 1103.24,1059.32 1100.83,1061.29 1098.4,1063.27 \n",
- " 1095.96,1065.27 1093.51,1067.28 1091.04,1069.31 1088.56,1071.35 1086.06,1073.4 1083.54,1075.47 1081.01,1077.55 1078.47,1079.65 1075.91,1081.75 1073.33,1083.87 \n",
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- " 699.56,1241.82 695.814,1241.15 692.072,1240.44 688.336,1239.69 684.606,1238.88 680.883,1238.04 677.165,1237.15 673.455,1236.21 669.752,1235.24 666.056,1234.22 \n",
- " 662.368,1233.16 658.688,1232.06 655.016,1230.91 651.353,1229.73 647.699,1228.51 644.053,1227.25 640.417,1225.95 636.791,1224.61 633.175,1223.24 629.569,1221.83 \n",
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- " 2296.72,933.958 2295.25,934.697 2293.76,935.454 2292.28,936.23 2290.78,937.025 2289.29,937.838 2287.78,938.67 2286.27,939.52 2284.75,940.388 2283.23,941.276 \n",
- " 2281.7,942.182 2280.16,943.106 2278.62,944.049 2277.07,945.011 2275.51,945.991 2273.94,946.99 2272.37,948.008 2270.79,949.044 2269.2,950.099 2267.6,951.173 \n",
- " 2266,952.265 2264.39,953.376 2262.77,954.505 2261.14,955.653 2259.5,956.82 2257.85,958.005 2256.2,959.209 2254.53,960.432 2252.86,961.673 2251.18,962.932 \n",
- " 2249.48,964.21 2247.78,965.507 2246.07,966.822 2244.35,968.155 2242.62,969.507 2240.88,970.877 2239.12,972.266 2237.36,973.672 2235.59,975.097 2233.81,976.541 \n",
- " 2232.01,978.002 2230.21,979.482 2228.39,980.979 2226.57,982.495 2224.73,984.028 2222.88,985.58 2221.02,987.149 2219.14,988.736 2217.26,990.34 2215.36,991.963 \n",
- " 2213.45,993.602 2211.53,995.259 2209.6,996.933 2207.65,998.625 2205.7,1000.33 2203.72,1002.06 2201.74,1003.8 2199.74,1005.56 2197.73,1007.34 2195.71,1009.13 \n",
- " 2193.67,1010.94 2191.62,1012.76 2189.56,1014.6 2187.48,1016.46 2185.39,1018.33 2183.29,1020.22 2181.17,1022.12 2179.03,1024.04 2176.88,1025.97 2174.72,1027.92 \n",
- " 2172.55,1029.88 2170.35,1031.86 2168.15,1033.85 2165.93,1035.85 2163.69,1037.87 2161.44,1039.9 2159.18,1041.94 2156.89,1044 2154.6,1046.07 2152.29,1048.15 \n",
- " 2149.96,1050.24 2147.62,1052.34 2145.26,1054.46 2142.89,1056.58 2140.5,1058.72 2138.09,1060.87 2135.67,1063.02 2133.23,1065.19 2130.78,1067.36 2128.31,1069.55 \n",
- " 2125.82,1071.74 2123.32,1073.94 2120.8,1076.15 2118.27,1078.36 2115.72,1080.58 2113.15,1082.81 2110.56,1085.04 2107.96,1087.28 2105.35,1089.52 2102.71,1091.77 \n",
- " 2100.06,1094.02 2097.39,1096.27 2094.71,1098.53 2092.01,1100.79 2089.29,1103.05 2086.56,1105.31 2083.8,1107.57 2081.04,1109.83 2078.25,1112.09 2075.45,1114.34 \n",
- " 2072.63,1116.6 2069.8,1118.85 2066.94,1121.1 2064.08,1123.34 2061.19,1125.58 2058.29,1127.82 2055.37,1130.05 2052.44,1132.27 2049.48,1134.49 2046.52,1136.69 \n",
- " 2043.53,1138.89 2040.53,1141.08 2037.52,1143.26 2034.48,1145.42 2031.44,1147.58 2028.37,1149.72 2025.29,1151.85 2022.2,1153.97 2019.08,1156.07 2015.96,1158.16 \n",
- " 2012.82,1160.23 2009.66,1162.28 2006.49,1164.31 2003.3,1166.33 2000.09,1168.33 1996.88,1170.3 1993.65,1172.26 1990.4,1174.19 1987.14,1176.1 1983.86,1177.99 \n",
- " 1980.58,1179.85 1977.27,1181.69 1973.96,1183.51 1970.63,1185.29 1967.28,1187.06 1963.93,1188.79 1960.56,1190.5 1957.18,1192.17 1953.78,1193.82 1950.38,1195.43 \n",
- " 1946.96,1197.01 1943.53,1198.56 1940.09,1200.07 1936.64,1201.55 1933.18,1203 1929.71,1204.4 1926.23,1205.78 1922.74,1207.11 1919.23,1208.4 1915.72,1209.66 \n",
- " 1912.2,1210.87 1908.68,1212.05 1905.14,1213.18 1901.59,1214.28 1898.04,1215.33 1894.48,1216.34 1890.91,1217.3 1887.34,1218.22 1883.75,1219.1 1880.17,1219.94 \n",
- " 1876.57,1220.73 1872.97,1221.47 1869.37,1222.17 1865.76,1222.82 1862.14,1223.43 1858.52,1223.99 1854.9,1224.51 1851.27,1224.98 1847.64,1225.4 1844.01,1225.77 \n",
- " 1840.37,1226.09 1836.73,1226.37 1833.09,1226.6 1829.44,1226.79 1825.8,1226.92 1822.15,1227.01 1818.51,1227.05 1814.86,1227.04 1811.22,1226.98 1807.57,1226.87 \n",
- " 1803.93,1226.72 1800.28,1226.52 1796.64,1226.27 1793,1225.97 1789.36,1225.63 1785.73,1225.24 1782.09,1224.8 1778.47,1224.31 1774.84,1223.78 1771.22,1223.2 \n",
- " 1767.61,1222.57 1764,1221.9 1760.39,1221.18 1756.79,1220.42 1753.2,1219.61 1749.61,1218.76 1746.03,1217.86 1742.46,1216.92 1738.89,1215.93 1735.33,1214.9 \n",
- " 1731.78,1213.83 1728.24,1212.72 1724.71,1211.57 1721.18,1210.38 1717.67,1209.15 1714.16,1207.88 1710.66,1206.58 1707.17,1205.24 1703.7,1203.86 1700.23,1202.44 \n",
- " 1696.77,1200.99 1693.33,1199.51 1689.89,1197.99 1686.47,1196.44 1683.06,1194.86 1679.66,1193.24 1676.27,1191.59 1672.89,1189.92 1669.53,1188.21 1666.18,1186.48 \n",
- " 1662.84,1184.72 1659.51,1182.93 1656.2,1181.11 1652.91,1179.27 1649.62,1177.41 1646.35,1175.52 1643.09,1173.6 1639.85,1171.66 1636.62,1169.71 1633.41,1167.73 \n",
- " 1630.21,1165.73 1627.03,1163.71 1623.86,1161.67 1620.71,1159.61 1617.57,1157.53 1614.44,1155.44 1611.34,1153.34 1608.24,1151.21 1605.17,1149.08 1602.11,1146.93 \n",
- " 1599.06,1144.76 1596.03,1142.59 1593.02,1140.4 1590.03,1138.21 1587.05,1136 1584.08,1133.79 1581.14,1131.57 1578.21,1129.34 1575.29,1127.11 1572.4,1124.87 \n",
- " 1569.52,1122.63 1566.65,1120.38 1563.81,1118.13 1560.98,1115.87 1558.17,1113.62 1555.37,1111.36 1552.59,1109.1 1549.83,1106.84 1547.08,1104.58 1544.35,1102.32 \n",
- " 1541.64,1100.07 1538.95,1097.81 1536.27,1095.56 1533.61,1093.3 1530.96,1091.06 1528.33,1088.81 1525.72,1086.57 1523.13,1084.34 1520.55,1082.11 1517.98,1079.88 \n",
- " 1515.44,1077.66 1512.91,1075.45 1510.39,1073.25 1507.9,1071.05 1505.42,1068.86 1502.95,1066.68 1500.5,1064.5 1498.07,1062.34 1495.65,1060.19 1493.25,1058.04 \n",
- " 1490.87,1055.91 1488.5,1053.79 1486.14,1051.67 1483.8,1049.57 1481.48,1047.48 1479.17,1045.4 1476.88,1043.34 1474.61,1041.29 1472.35,1039.25 1470.1,1037.22 \n",
- " 1467.87,1035.21 1465.65,1033.21 1463.45,1031.22 1461.26,1029.25 1459.09,1027.29 1456.94,1025.35 1454.79,1023.42 1452.66,1021.51 1450.55,1019.61 1448.45,1017.73 \n",
- " 1446.36,1015.86 1444.29,1014.01 1442.23,1012.17 1440.18,1010.35 1438.15,1008.55 1436.13,1006.76 1434.13,1004.99 1432.13,1003.24 1430.16,1001.5 1428.19,999.784 \n",
- " 1426.23,998.081 1424.29,996.395 1422.36,994.727 1420.45,993.076 1418.54,991.443 1416.65,989.827 1414.77,988.23 1412.9,986.65 1411.04,985.088 1409.19,983.544 \n",
- " 1407.36,982.018 1405.53,980.511 1403.72,979.021 1401.92,977.549 1400.13,976.095 1398.35,974.659 1396.58,973.242 1394.82,971.843 1393.07,970.462 1391.33,969.099 \n",
- " 1389.6,967.754 1387.88,966.428 1386.18,965.12 1384.48,963.83 1382.79,962.558 1381.11,961.305 1379.43,960.071 1377.77,958.854 1376.12,957.656 1374.47,956.477 \n",
- " 1372.84,955.316 1371.21,954.173 1369.59,953.049 1367.98,951.944 1366.38,950.857 1364.78,949.788 1363.2,948.738 1361.62,947.706 1360.05,946.694 1358.48,945.699 \n",
- " 1356.93,944.723 1355.38,943.766 1353.84,942.827 1352.3,941.907 1350.77,941.005 1349.25,940.122 1347.74,939.258 1346.23,938.412 1344.72,937.584 1343.23,936.776 \n",
- " 1341.74,935.985 1340.25,935.214 1338.77,934.461 1337.3,933.726 1335.83,933.01 1334.37,932.313 1332.91,931.634 1331.46,930.973 1330.01,930.332 1328.57,929.708 \n",
- " 1327.13,929.103 1325.7,928.517 1324.27,927.949 1322.84,927.4 1321.42,926.869 1320,926.356 1318.59,925.862 1317.18,925.386 1315.77,924.929 1314.37,924.49 \n",
- " 1312.97,924.069 1311.57,923.666 1310.17,923.282 1308.78,922.916 1307.39,922.569 1306.01,922.239 1304.62,921.928 1303.24,921.635 1301.86,921.36 1300.48,921.103 \n",
- " 1299.1,920.864 1297.73,920.644 1296.36,920.442 1294.98,920.257 1293.61,920.092 1292.24,919.944 1290.88,919.814 1289.51,919.703 1288.14,919.61 1286.78,919.535 \n",
- " 1285.41,919.478 1284.05,919.439 1282.68,919.419 1281.32,919.417 1279.95,919.433 1278.59,919.467 1277.22,919.519 1275.86,919.589 1274.49,919.677 1273.12,919.784 \n",
- " 1271.76,919.909 1270.39,920.051 1269.02,920.212 1267.65,920.391 1266.27,920.589 1264.9,920.804 1263.52,921.038 1262.15,921.289 1260.77,921.559 1259.39,921.847 \n",
- " 1258,922.153 1256.62,922.477 1255.23,922.82 1253.84,923.18 1252.44,923.559 1251.04,923.956 1249.64,924.371 1248.24,924.805 1246.84,925.256 1245.43,925.726 \n",
- " 1244.01,926.214 1242.59,926.72 1241.17,927.244 1239.75,927.787 1238.32,928.348 1236.89,928.927 1235.45,929.524 1234.01,930.14 1232.56,930.774 1231.11,931.426 \n",
- " 1229.65,932.097 1228.19,932.786 1226.72,933.493 1225.25,934.219 1223.77,934.963 1222.29,935.726 1220.8,936.506 1219.3,937.306 1217.8,938.124 1216.29,938.96 \n",
- " 1214.78,939.814 1213.26,940.688 1211.73,941.579 1210.2,942.49 1208.66,943.418 1207.11,944.366 1205.56,945.332 1204,946.316 1202.43,947.319 1200.85,948.341 \n",
- " 1199.27,949.382 1197.68,950.441 1196.08,951.519 1194.47,952.616 1192.86,953.731 1191.23,954.866 1189.6,956.019 1187.96,957.191 1186.31,958.382 1184.65,959.592 \n",
- " 1182.98,960.82 1181.31,962.066 1179.62,963.33 1177.93,964.613 1176.23,965.914 1174.51,967.234 1172.79,968.572 1171.06,969.928 1169.31,971.303 1167.56,972.696 \n",
- " 1165.8,974.108 1164.03,975.538 1162.24,976.986 1160.45,978.453 1158.64,979.938 1156.82,981.441 1154.99,982.963 1153.15,984.502 1151.3,986.06 1149.44,987.636 \n",
- " 1147.56,989.23 1145.67,990.841 1143.78,992.471 1141.86,994.118 1139.94,995.782 1138,997.464 1136.05,999.164 1134.09,1000.88 1132.12,1002.61 1130.13,1004.37 \n",
- " 1128.13,1006.13 1126.11,1007.92 1124.08,1009.72 1122.04,1011.53 1119.99,1013.37 1117.92,1015.22 1115.84,1017.08 1113.74,1018.96 1111.63,1020.86 1109.5,1022.77 \n",
- " 1107.36,1024.69 1105.21,1026.63 1103.04,1028.59 1100.86,1030.56 1098.66,1032.54 1096.45,1034.54 1094.22,1036.55 1091.98,1038.57 1089.72,1040.61 1087.45,1042.66 \n",
- " 1085.16,1044.72 1082.86,1046.79 1080.54,1048.88 1078.21,1050.97 1075.86,1053.08 1073.49,1055.2 1071.11,1057.33 1068.72,1059.47 1066.3,1061.62 1063.88,1063.78 \n",
- " 1061.43,1065.95 1058.97,1068.12 1056.5,1070.31 1054,1072.5 1051.5,1074.7 1048.97,1076.91 1046.43,1079.12 1043.87,1081.34 1041.3,1083.57 1038.71,1085.8 \n",
- " 1036.1,1088.04 1033.48,1090.28 1030.84,1092.53 1028.18,1094.78 1025.51,1097.03 1022.82,1099.29 1020.11,1101.55 1017.39,1103.81 1014.65,1106.07 1011.89,1108.34 \n",
- " 1009.12,1110.61 1006.33,1112.87 1003.52,1115.14 1000.69,1117.4 997.853,1119.66 994.995,1121.91 992.121,1124.16 989.229,1126.41 986.322,1128.65 983.397,1130.88 \n",
- " 980.456,1133.11 977.499,1135.33 974.525,1137.54 971.535,1139.74 968.529,1141.92 965.507,1144.1 962.468,1146.26 959.414,1148.42 956.344,1150.55 953.258,1152.68 \n",
- " 950.156,1154.79 947.039,1156.88 943.906,1158.95 940.758,1161.01 937.595,1163.05 934.417,1165.07 931.224,1167.08 928.016,1169.06 924.794,1171.02 921.557,1172.96 \n",
- " 918.306,1174.87 915.04,1176.76 911.761,1178.63 908.468,1180.48 905.162,1182.3 901.842,1184.09 898.509,1185.85 895.162,1187.59 891.803,1189.3 888.432,1190.98 \n",
- " 885.048,1192.64 881.652,1194.26 878.244,1195.85 874.824,1197.41 871.393,1198.93 867.951,1200.43 864.497,1201.89 861.033,1203.31 857.559,1204.7 854.074,1206.06 \n",
- " 850.579,1207.38 847.075,1208.66 843.561,1209.9 840.038,1211.11 836.506,1212.27 832.966,1213.4 829.417,1214.49 825.861,1215.53 822.297,1216.54 818.726,1217.5 \n",
- " 815.147,1218.42 811.563,1219.29 807.971,1220.12 804.374,1220.91 800.771,1221.65 797.163,1222.34 793.55,1222.99 789.932,1223.59 786.31,1224.15 782.685,1224.65 \n",
- " 779.055,1225.11 775.423,1225.51 771.787,1225.85 768.149,1226.14 764.51,1226.38 760.868,1226.57 757.226,1226.7 753.582,1226.78 749.939,1226.81 746.295,1226.79 \n",
- " 742.652,1226.71 739.009,1226.59 735.368,1226.41 731.729,1226.19 728.091,1225.92 724.456,1225.6 720.823,1225.23 717.194,1224.81 713.568,1224.34 709.945,1223.83 \n",
- " 706.327,1223.27 702.713,1222.67 699.105,1222.02 695.501,1221.33 691.902,1220.59 688.31,1219.81 684.724,1218.98 681.144,1218.12 677.571,1217.2 674.004,1216.25 \n",
- " 670.446,1215.26 666.895,1214.22 663.351,1213.15 659.816,1212.04 656.29,1210.88 652.772,1209.69 649.264,1208.46 645.765,1207.19 642.275,1205.89 638.796,1204.55 \n",
- " 635.326,1203.17 631.867,1201.76 628.419,1200.31 624.981,1198.83 621.555,1197.32 618.139,1195.77 614.736,1194.19 611.344,1192.58 607.965,1190.94 604.597,1189.27 \n",
- " 601.242,1187.56 597.9,1185.83 594.57,1184.07 591.254,1182.28 587.951,1180.47 584.661,1178.62 581.386,1176.76 578.123,1174.86 574.875,1172.94 571.641,1171 \n",
- " 568.422,1169.03 565.216,1167.04 562.026,1165.03 558.85,1162.99 555.69,1160.94 552.544,1158.86 549.414,1156.77 546.299,1154.65 543.199,1152.52 540.115,1150.37 \n",
- " 537.047,1148.2 533.995,1146.02 530.958,1143.82 527.938,1141.61 524.934,1139.38 521.947,1137.14 518.975,1134.89 516.02,1132.62 513.082,1130.34 510.16,1128.06 \n",
- " 507.255,1125.76 504.367,1123.45 501.496,1121.14 498.641,1118.82 495.804,1116.49 492.984,1114.16 490.18,1111.82 487.394,1109.48 484.625,1107.13 481.873,1104.78 \n",
- " 479.138,1102.43 476.421,1100.07 473.721,1097.72 471.038,1095.37 468.372,1093.01 465.724,1090.66 463.093,1088.32 460.479,1085.97 457.883,1083.63 455.304,1081.3 \n",
- " 452.742,1078.97 450.197,1076.64 447.67,1074.33 445.16,1072.02 442.667,1069.73 440.191,1067.44 437.732,1065.16 435.291,1062.9 432.866,1060.65 430.458,1058.41 \n",
- " 428.067,1056.19 425.693,1053.98 423.335,1051.79 420.995,1049.61 418.67,1047.45 416.363,1045.32 414.072,1043.2 411.797,1041.1 409.537,1039.02 407.294,1036.94 \n",
- " 405.065,1034.89 402.852,1032.84 400.654,1030.81 398.471,1028.79 396.302,1026.78 394.149,1024.79 392.01,1022.81 389.886,1020.84 387.777,1018.89 385.681,1016.96 \n",
- " 383.6,1015.03 381.534,1013.12 379.481,1011.23 377.442,1009.35 375.417,1007.49 373.406,1005.64 371.408,1003.8 369.424,1001.98 367.454,1000.18 365.496,998.39 \n",
- " 363.552,996.617 361.621,994.86 359.702,993.119 357.797,991.394 355.904,989.685 354.024,987.992 352.156,986.316 350.301,984.656 348.458,983.012 346.627,981.385 \n",
- " 344.808,979.775 343,978.182 341.205,976.605 339.421,975.045 337.649,973.503 335.888,971.977 334.139,970.469 332.4,968.978 330.673,967.504 328.956,966.047 \n",
- " 327.25,964.608 325.555,963.187 323.871,961.782 322.196,960.396 320.532,959.027 318.879,957.676 317.235,956.342 315.601,955.026 313.977,953.728 312.362,952.448 \n",
- " 310.757,951.185 309.161,949.94 307.575,948.713 305.998,947.504 304.429,946.313 302.87,945.14 301.319,943.984 299.776,942.847 298.242,941.727 296.717,940.625 \n",
- " 295.199,939.541 293.69,938.475 292.188,937.427 290.694,936.396 289.208,935.384 287.729,934.389 286.257,933.412 284.793,932.452 283.336,931.51 281.885,930.586 \n",
- " 280.442,929.68 279.005,928.79 277.574,927.919 276.15,927.065 274.732,926.228 273.32,925.409 271.914,924.607 270.513,923.822 269.118,923.054 267.729,922.305 \n",
- " 266.346,921.573 264.968,920.859 263.595,920.164 262.228,919.486 260.865,918.826 259.508,918.183 258.155,917.558 256.807,916.951 255.464,916.361 254.125,915.789 \n",
- " 252.79,915.234 251.459,914.697 250.133,914.176 248.81,913.674 247.491,913.188 246.175,912.719 244.863,912.268 243.554,911.834 242.249,911.417 240.947,911.017 \n",
- " 239.647,910.633 238.35,910.267 237.056,909.918 235.765,909.586 234.476,909.27 233.189,908.971 231.905,908.689 230.622,908.424 229.341,908.176 228.063,907.944 \n",
- " 226.785,907.729 225.51,907.531 224.235,907.349 222.962,907.184 221.69,907.035 220.419,906.903 219.149,906.788 217.88,906.689 216.611,906.607 215.343,906.541 \n",
- " 214.075,906.492 212.807,906.459 211.54,906.443 210.272,906.443 209.004,906.46 207.736,906.493 206.468,906.543 205.199,906.609 203.93,906.692 202.659,906.791 \n",
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- " 2092.11,1079.8 2089.55,1082.06 2086.97,1084.32 2084.38,1086.58 2081.76,1088.84 2079.13,1091.1 2076.49,1093.35 2073.83,1095.61 2071.15,1097.87 2068.45,1100.12 \n",
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- " 2037.7,1124.52 2034.81,1126.69 2031.9,1128.85 2028.97,1130.99 2026.03,1133.13 2023.07,1135.25 2020.1,1137.36 2017.11,1139.46 2014.11,1141.54 2011.09,1143.6 \n",
- " 2008.06,1145.65 2005.01,1147.68 2001.94,1149.69 1998.86,1151.68 1995.77,1153.65 1992.66,1155.6 1989.54,1157.53 1986.4,1159.44 1983.25,1161.32 1980.08,1163.18 \n",
- " 1976.9,1165.01 1973.71,1166.82 1970.51,1168.6 1967.29,1170.36 1964.06,1172.08 1960.81,1173.78 1957.56,1175.45 1954.29,1177.09 1951.01,1178.7 1947.72,1180.28 \n",
- " 1944.41,1181.82 1941.1,1183.34 1937.77,1184.82 1934.43,1186.27 1931.09,1187.68 1927.73,1189.06 1924.36,1190.4 1920.98,1191.71 1917.59,1192.98 1914.2,1194.21 \n",
- " 1910.79,1195.4 1907.38,1196.56 1903.95,1197.68 1900.52,1198.76 1897.08,1199.79 1893.63,1200.79 1890.18,1201.75 1886.72,1202.67 1883.25,1203.54 1879.78,1204.37 \n",
- " 1876.29,1205.16 1872.81,1205.91 1869.32,1206.61 1865.82,1207.27 1862.32,1207.89 1858.81,1208.46 1855.3,1208.98 1851.79,1209.46 1848.27,1209.9 1844.75,1210.29 \n",
- " 1841.23,1210.63 1837.7,1210.92 1834.18,1211.17 1830.65,1211.37 1827.12,1211.52 1823.59,1211.62 1820.06,1211.67 1816.53,1211.68 1813,1211.64 1809.47,1211.55 \n",
- " 1805.94,1211.42 1802.41,1211.24 1798.89,1211.01 1795.36,1210.74 1791.84,1210.42 1788.32,1210.05 1784.81,1209.64 1781.29,1209.18 1777.79,1208.68 1774.28,1208.14 \n",
- " 1770.78,1207.55 1767.29,1206.91 1763.79,1206.24 1760.31,1205.52 1756.83,1204.75 1753.36,1203.95 1749.89,1203.1 1746.43,1202.21 1742.97,1201.28 1739.52,1200.31 \n",
- " 1736.08,1199.3 1732.65,1198.25 1729.23,1197.16 1725.81,1196.03 1722.4,1194.86 1719,1193.65 1715.61,1192.41 1712.23,1191.13 1708.86,1189.81 1705.49,1188.46 \n",
- " 1702.14,1187.07 1698.8,1185.65 1695.47,1184.19 1692.15,1182.7 1688.84,1181.18 1685.54,1179.62 1682.25,1178.03 1678.97,1176.41 1675.71,1174.77 1672.46,1173.09 \n",
- " 1669.22,1171.38 1665.99,1169.64 1662.77,1167.88 1659.57,1166.08 1656.38,1164.26 1653.21,1162.42 1650.05,1160.55 1646.9,1158.66 1643.76,1156.74 1640.64,1154.8 \n",
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- " 1607.3,1132.19 1604.36,1130.04 1601.44,1127.88 1598.54,1125.7 1595.65,1123.52 1592.77,1121.33 1589.92,1119.13 1587.08,1116.92 1584.26,1114.71 1581.45,1112.49 \n",
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- " 1551.7,1087.79 1549.1,1085.53 1546.51,1083.27 1543.94,1081.01 1541.39,1078.75 1538.85,1076.49 1536.33,1074.24 1533.82,1071.99 1531.34,1069.74 1528.86,1067.49 \n",
- " 1526.41,1065.25 1523.97,1063.01 1521.55,1060.78 1519.15,1058.55 1516.76,1056.33 1514.39,1054.11 1512.03,1051.9 1509.69,1049.7 1507.37,1047.5 1505.06,1045.32 \n",
- " 1502.77,1043.14 1500.5,1040.96 1498.24,1038.8 1495.99,1036.64 1493.77,1034.5 1491.56,1032.36 1489.36,1030.24 1487.18,1028.12 1485.02,1026.01 1482.87,1023.92 \n",
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- " 1407.07,949.38 1405.49,947.872 1403.92,946.379 1402.36,944.902 1400.81,943.44 1399.27,941.994 1397.74,940.563 1396.23,939.148 1394.72,937.748 1393.22,936.364 \n",
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- " 1339.37,892.912 1338.21,892.171 1337.05,891.443 1335.9,890.731 1334.75,890.033 1333.6,889.349 1332.46,888.68 1331.33,888.025 1330.2,887.384 1329.07,886.758 \n",
- " 1327.95,886.145 1326.84,885.547 1325.73,884.964 1324.62,884.394 1323.51,883.839 1322.41,883.298 1321.32,882.771 1320.23,882.258 1319.14,881.759 1318.06,881.275 \n",
- " 1316.97,880.804 1315.9,880.347 1314.82,879.905 1313.75,879.476 1312.69,879.061 1311.62,878.66 1310.56,878.273 1309.5,877.9 1308.44,877.541 1307.39,877.196 \n",
- " 1306.34,876.864 1305.29,876.546 1304.24,876.242 1303.2,875.951 1302.16,875.674 1301.12,875.411 1300.08,875.162 1299.04,874.926 1298.01,874.704 1296.98,874.496 \n",
- " 1295.95,874.301 1294.92,874.12 1293.89,873.952 1292.86,873.798 1291.83,873.657 1290.81,873.53 1289.78,873.417 1288.76,873.317 1287.74,873.231 1286.72,873.158 \n",
- " 1285.69,873.099 1284.67,873.054 1283.65,873.022 1282.63,873.003 1281.61,872.998 1280.59,873.007 1279.57,873.029 1278.55,873.064 1277.53,873.113 1276.5,873.176 \n",
- " 1275.48,873.252 1274.46,873.342 1273.43,873.445 1272.41,873.562 1271.38,873.693 1270.36,873.837 1269.33,873.994 1268.3,874.165 1267.27,874.35 1266.24,874.549 \n",
- " 1265.21,874.761 1264.17,874.986 1263.14,875.226 1262.1,875.479 1261.06,875.746 1260.02,876.026 1258.97,876.32 1257.92,876.628 1256.87,876.95 1255.82,877.285 \n",
- " 1254.77,877.635 1253.71,877.998 1252.65,878.375 1251.59,878.766 1250.53,879.17 1249.46,879.589 1248.39,880.022 1247.31,880.468 1246.23,880.929 1245.15,881.403 \n",
- " 1244.07,881.892 1242.98,882.394 1241.89,882.911 1240.8,883.442 1239.7,883.987 1238.59,884.546 1237.49,885.119 1236.38,885.707 1235.26,886.309 1234.14,886.926 \n",
- " 1233.02,887.557 1231.89,888.203 1230.76,888.863 1229.62,889.538 1228.48,890.227 1227.33,890.931 1226.18,891.65 1225.02,892.384 1223.86,893.132 1222.69,893.896 \n",
- " 1221.51,894.674 1220.33,895.467 1219.14,896.275 1217.95,897.098 1216.75,897.935 1215.54,898.788 1214.33,899.656 1213.11,900.539 1211.89,901.438 1210.65,902.351 \n",
- " 1209.41,903.279 1208.17,904.223 1206.91,905.182 1205.65,906.155 1204.38,907.145 1203.11,908.149 1201.82,909.169 1200.53,910.204 1199.23,911.254 1197.92,912.32 \n",
- " 1196.61,913.401 1195.29,914.497 1193.95,915.608 1192.61,916.735 1191.26,917.878 1189.91,919.035 1188.54,920.208 1187.16,921.397 1185.78,922.601 1184.39,923.82 \n",
- " 1182.98,925.054 1181.57,926.304 1180.15,927.57 1178.72,928.85 1177.28,930.146 1175.82,931.458 1174.36,932.785 1172.89,934.127 1171.41,935.485 1169.92,936.858 \n",
- " 1168.42,938.246 1166.91,939.65 1165.38,941.069 1163.85,942.503 1162.31,943.953 1160.75,945.418 1159.19,946.898 1157.61,948.394 1156.02,949.904 1154.42,951.43 \n",
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- " 1077.86,1026.61 1075.69,1028.71 1073.51,1030.83 1071.31,1032.96 1069.1,1035.1 1066.87,1037.25 1064.62,1039.4 1062.36,1041.57 1060.08,1043.74 1057.79,1045.93 \n",
- " 1055.48,1048.12 1053.15,1050.31 1050.81,1052.52 1048.45,1054.73 1046.07,1056.95 1043.68,1059.17 1041.27,1061.4 1038.84,1063.63 1036.4,1065.87 1033.94,1068.11 \n",
- " 1031.46,1070.36 1028.97,1072.61 1026.46,1074.86 1023.93,1077.12 1021.39,1079.38 1018.83,1081.64 1016.25,1083.9 1013.66,1086.16 1011.05,1088.42 1008.42,1090.68 \n",
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- " 978.424,1115.34 975.598,1117.55 972.755,1119.75 969.897,1121.95 967.022,1124.13 964.132,1126.3 961.225,1128.46 958.303,1130.61 955.365,1132.75 952.411,1134.87 \n",
- " 949.441,1136.98 946.456,1139.08 943.455,1141.16 940.439,1143.22 937.408,1145.27 934.362,1147.3 931.301,1149.31 928.225,1151.3 925.134,1153.27 922.029,1155.22 \n",
- " 918.909,1157.15 915.774,1159.06 912.626,1160.94 909.463,1162.81 906.286,1164.65 903.095,1166.48 899.891,1168.27 896.674,1170.04 893.443,1171.79 890.2,1173.51 \n",
- " 886.945,1175.2 883.677,1176.86 880.397,1178.49 877.106,1180.09 873.803,1181.66 870.489,1183.2 867.164,1184.7 863.828,1186.18 860.482,1187.61 857.126,1189.01 \n",
- " 853.76,1190.38 850.384,1191.7 846.999,1192.99 843.605,1194.25 840.203,1195.46 836.791,1196.63 833.372,1197.77 829.945,1198.86 826.509,1199.92 823.067,1200.93 \n",
- " 819.617,1201.9 816.161,1202.83 812.698,1203.71 809.229,1204.55 805.754,1205.35 802.274,1206.1 798.788,1206.81 795.296,1207.48 791.801,1208.1 788.3,1208.67 \n",
- " 784.796,1209.2 781.288,1209.68 777.776,1210.12 774.261,1210.51 770.743,1210.86 767.222,1211.16 763.7,1211.41 760.175,1211.61 756.648,1211.77 753.12,1211.88 \n",
- " 749.591,1211.94 746.062,1211.96 742.532,1211.93 739.001,1211.85 735.471,1211.73 731.942,1211.56 728.414,1211.34 724.886,1211.08 721.361,1210.77 717.837,1210.41 \n",
- " 714.315,1210.01 710.796,1209.56 707.28,1209.07 703.768,1208.53 700.258,1207.94 696.753,1207.31 693.252,1206.64 689.755,1205.92 686.264,1205.15 682.778,1204.35 \n",
- " 679.297,1203.5 675.823,1202.61 672.354,1201.67 668.893,1200.7 665.439,1199.68 661.992,1198.62 658.553,1197.52 655.122,1196.38 651.699,1195.21 648.286,1193.99 \n",
- " 644.882,1192.74 641.487,1191.45 638.102,1190.12 634.728,1188.76 631.365,1187.36 628.012,1185.93 624.671,1184.46 621.342,1182.96 618.026,1181.43 614.722,1179.87 \n",
- " 611.431,1178.27 608.153,1176.65 604.888,1175 601.635,1173.31 598.395,1171.6 595.168,1169.86 591.955,1168.09 588.755,1166.3 585.568,1164.48 582.395,1162.63 \n",
- " 579.236,1160.77 576.09,1158.87 572.959,1156.96 569.843,1155.02 566.74,1153.06 563.652,1151.09 560.579,1149.09 557.521,1147.08 554.477,1145.04 551.448,1142.99 \n",
- " 548.435,1140.93 545.437,1138.84 542.454,1136.75 539.487,1134.64 536.535,1132.51 533.599,1130.37 530.679,1128.22 527.774,1126.06 524.886,1123.89 522.013,1121.71 \n",
- " 519.157,1119.52 516.317,1117.32 513.492,1115.11 510.685,1112.9 507.893,1110.67 505.118,1108.44 502.359,1106.21 499.617,1103.97 496.892,1101.73 494.182,1099.48 \n",
- " 491.49,1097.23 488.814,1094.97 486.155,1092.72 483.513,1090.46 480.887,1088.2 478.278,1085.94 475.685,1083.68 473.11,1081.42 470.551,1079.16 468.009,1076.9 \n",
- " 465.484,1074.65 462.975,1072.39 460.483,1070.14 458.008,1067.9 455.55,1065.65 453.108,1063.41 450.683,1061.18 448.275,1058.95 445.883,1056.73 443.507,1054.51 \n",
- " 441.148,1052.3 438.806,1050.09 436.48,1047.9 434.17,1045.71 431.877,1043.52 429.6,1041.35 427.339,1039.18 425.094,1037.03 422.865,1034.88 420.652,1032.74 \n",
- " 418.455,1030.61 416.273,1028.5 414.108,1026.39 411.957,1024.29 409.823,1022.21 407.704,1020.13 405.6,1018.07 403.511,1016.02 401.437,1013.99 399.379,1011.96 \n",
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- " 377.701,990.539 375.815,988.672 373.943,986.819 372.085,984.98 370.24,983.155 368.409,981.344 366.591,979.548 364.787,977.766 362.995,975.998 361.217,974.245 \n",
- " 359.451,972.507 357.698,970.783 355.958,969.075 354.23,967.381 352.515,965.702 350.813,964.038 349.122,962.389 347.444,960.755 345.778,959.136 344.124,957.533 \n",
- " 342.482,955.945 340.851,954.372 339.232,952.815 337.624,951.273 336.028,949.747 334.444,948.236 332.87,946.741 331.307,945.261 329.756,943.797 328.215,942.349 \n",
- " 326.685,940.917 325.165,939.5 323.656,938.099 322.158,936.713 320.67,935.344 319.191,933.99 317.723,932.652 316.265,931.33 314.817,930.024 313.378,928.733 \n",
- " 311.949,927.459 310.529,926.2 309.119,924.957 307.718,923.73 306.326,922.518 304.943,921.322 303.569,920.142 302.203,918.978 300.847,917.83 299.498,916.697 \n",
- " 298.159,915.58 296.827,914.478 295.504,913.392 294.188,912.322 292.881,911.267 291.581,910.227 290.289,909.203 289.004,908.195 287.727,907.201 286.457,906.223 \n",
- " 285.194,905.261 283.939,904.313 282.69,903.38 281.448,902.463 280.212,901.56 278.983,900.673 277.761,899.8 276.545,898.942 275.335,898.098 274.131,897.269 \n",
- " 272.933,896.456 271.741,895.656 270.555,894.872 269.375,894.103 268.201,893.348 267.032,892.607 265.868,891.882 264.71,891.171 263.557,890.474 262.409,889.793 \n",
- " 261.266,889.125 260.128,888.472 258.994,887.834 257.866,887.209 256.742,886.6 255.622,886.004 254.507,885.423 253.396,884.856 252.289,884.304 251.187,883.765 \n",
- " 250.088,883.241 248.993,882.731 247.902,882.235 246.814,881.754 245.73,881.286 244.649,880.832 243.572,880.393 242.498,879.967 241.427,879.555 240.359,879.158 \n",
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- " 2209.43,942.906 2207.88,944.598 2206.32,946.302 2204.75,948.021 2203.17,949.753 2201.57,951.498 2199.96,953.256 2198.34,955.028 2196.71,956.813 2195.06,958.611 \n",
- " 2193.4,960.423 2191.72,962.248 2190.03,964.085 2188.33,965.936 2186.61,967.8 2184.88,969.677 2183.14,971.567 2181.38,973.469 2179.61,975.384 2177.82,977.311 \n",
- " 2176.02,979.251 2174.2,981.204 2172.37,983.168 2170.53,985.144 2168.67,987.133 2166.8,989.133 2164.91,991.144 2163,993.167 2161.08,995.201 2159.15,997.247 \n",
- " 2157.2,999.303 2155.23,1001.37 2153.25,1003.45 2151.26,1005.53 2149.24,1007.63 2147.22,1009.74 2145.17,1011.86 2143.12,1013.98 2141.04,1016.12 2138.95,1018.26 \n",
- " 2136.85,1020.41 2134.72,1022.58 2132.59,1024.74 2130.43,1026.92 2128.26,1029.11 2126.08,1031.3 2123.87,1033.5 2121.65,1035.7 2119.42,1037.91 2117.17,1040.13 \n",
- " 2114.9,1042.35 2112.62,1044.58 2110.31,1046.81 2108,1049.05 2105.66,1051.29 2103.31,1053.54 2100.94,1055.78 2098.56,1058.04 2096.16,1060.29 2093.74,1062.55 \n",
- " 2091.31,1064.81 2088.86,1067.07 2086.39,1069.33 2083.9,1071.59 2081.4,1073.85 2078.89,1076.11 2076.35,1078.37 2073.8,1080.63 2071.23,1082.89 2068.65,1085.14 \n",
- " 2066.04,1087.39 2063.43,1089.64 2060.79,1091.88 2058.14,1094.12 2055.47,1096.35 2052.79,1098.57 2050.09,1100.79 2047.37,1103 2044.63,1105.2 2041.88,1107.39 \n",
- " 2039.12,1109.57 2036.33,1111.75 2033.54,1113.91 2030.72,1116.06 2027.89,1118.2 2025.04,1120.32 2022.18,1122.44 2019.3,1124.54 2016.41,1126.62 2013.5,1128.69 \n",
- " 2010.58,1130.75 2007.64,1132.78 2004.68,1134.8 2001.71,1136.81 1998.73,1138.79 1995.73,1140.75 1992.72,1142.7 1989.69,1144.62 1986.65,1146.53 1983.59,1148.41 \n",
- " 1980.53,1150.27 1977.44,1152.1 1974.35,1153.92 1971.24,1155.7 1968.11,1157.47 1964.98,1159.2 1961.83,1160.91 1958.67,1162.6 1955.49,1164.25 1952.31,1165.88 \n",
- " 1949.11,1167.47 1945.9,1169.04 1942.68,1170.57 1939.45,1172.08 1936.2,1173.55 1932.95,1174.99 1929.69,1176.39 1926.41,1177.76 1923.13,1179.09 1919.83,1180.39 \n",
- " 1916.53,1181.65 1913.21,1182.88 1909.89,1184.07 1906.56,1185.22 1903.22,1186.33 1899.87,1187.4 1896.52,1188.43 1893.16,1189.42 1889.79,1190.38 1886.41,1191.29 \n",
- " 1883.03,1192.16 1879.64,1192.99 1876.25,1193.78 1872.85,1194.52 1869.44,1195.22 1866.03,1195.88 1862.62,1196.5 1859.2,1197.07 1855.78,1197.6 1852.36,1198.09 \n",
- " 1848.93,1198.53 1845.5,1198.93 1842.07,1199.28 1838.63,1199.59 1835.2,1199.85 1831.76,1200.07 1828.32,1200.25 1824.88,1200.38 1821.44,1200.46 1817.99,1200.5 \n",
- " 1814.55,1200.49 1811.11,1200.44 1807.67,1200.35 1804.23,1200.2 1800.79,1200.02 1797.36,1199.78 1793.92,1199.51 1790.49,1199.18 1787.06,1198.82 1783.63,1198.41 \n",
- " 1780.2,1197.95 1776.78,1197.45 1773.37,1196.91 1769.95,1196.32 1766.54,1195.69 1763.14,1195.01 1759.74,1194.29 1756.34,1193.53 1752.95,1192.73 1749.57,1191.88 \n",
- " 1746.19,1191 1742.82,1190.07 1739.45,1189.1 1736.09,1188.09 1732.74,1187.04 1729.39,1185.94 1726.06,1184.81 1722.73,1183.64 1719.41,1182.44 1716.1,1181.19 \n",
- " 1712.79,1179.91 1709.5,1178.59 1706.21,1177.23 1702.94,1175.84 1699.67,1174.41 1696.42,1172.95 1693.17,1171.45 1689.94,1169.92 1686.71,1168.36 1683.5,1166.77 \n",
- " 1680.3,1165.14 1677.11,1163.49 1673.93,1161.8 1670.77,1160.09 1667.62,1158.35 1664.48,1156.58 1661.35,1154.78 1658.24,1152.96 1655.14,1151.11 1652.06,1149.24 \n",
- " 1648.98,1147.35 1645.93,1145.43 1642.89,1143.5 1639.86,1141.54 1636.85,1139.56 1633.85,1137.57 1630.87,1135.56 1627.9,1133.53 1624.96,1131.49 1622.02,1129.43 \n",
- " 1619.11,1127.36 1616.21,1125.28 1613.33,1123.18 1610.46,1121.07 1607.61,1118.95 1604.77,1116.81 1601.95,1114.66 1599.15,1112.5 1596.36,1110.33 1593.59,1108.15 \n",
- " 1590.83,1105.96 1588.09,1103.76 1585.37,1101.55 1582.66,1099.34 1579.97,1097.12 1577.3,1094.89 1574.64,1092.66 1572,1090.42 1569.38,1088.18 1566.77,1085.93 \n",
- " 1564.18,1083.68 1561.61,1081.43 1559.05,1079.17 1556.51,1076.91 1553.98,1074.65 1551.48,1072.39 1548.98,1070.13 1546.51,1067.87 1544.05,1065.61 1541.61,1063.36 \n",
- " 1539.19,1061.1 1536.78,1058.84 1534.39,1056.59 1532.02,1054.34 1529.66,1052.09 1527.32,1049.85 1524.99,1047.61 1522.69,1045.38 1520.4,1043.15 1518.12,1040.92 \n",
- " 1515.86,1038.7 1513.62,1036.49 1511.4,1034.28 1509.19,1032.08 1507,1029.88 1504.82,1027.7 1502.66,1025.52 1500.52,1023.35 1498.39,1021.18 1496.28,1019.03 \n",
- " 1494.19,1016.88 1492.11,1014.74 1490.04,1012.61 1487.99,1010.49 1485.96,1008.38 1483.95,1006.28 1481.95,1004.19 1479.96,1002.11 1477.99,1000.04 1476.03,997.984 \n",
- " 1474.09,995.937 1472.17,993.901 1470.26,991.877 1468.37,989.864 1466.49,987.863 1464.62,985.874 1462.77,983.896 1460.93,981.931 1459.11,979.977 1457.31,978.036 \n",
- " 1455.51,976.107 1453.74,974.191 1451.97,972.286 1450.22,970.395 1448.48,968.515 1446.76,966.649 1445.05,964.795 1443.36,962.954 1441.68,961.126 1440.01,959.31 \n",
- " 1438.35,957.508 1436.71,955.719 1435.08,953.943 1433.47,952.18 1431.87,950.43 1430.28,948.693 1428.7,946.97 1427.14,945.26 1425.59,943.563 1424.05,941.88 \n",
- " 1422.52,940.21 1421.01,938.553 1419.51,936.911 1418.02,935.281 1416.54,933.666 1415.08,932.063 1413.62,930.475 1412.18,928.9 1410.75,927.339 1409.33,925.791 \n",
- " 1407.93,924.257 1406.53,922.737 1405.15,921.231 1403.77,919.738 1402.41,918.259 1401.06,916.793 1399.72,915.341 1398.39,913.903 1397.07,912.479 1395.76,911.068 \n",
- " 1394.46,909.671 1393.18,908.288 1391.9,906.918 1390.63,905.562 1389.38,904.219 1388.13,902.89 1386.89,901.574 1385.66,900.272 1384.45,898.983 1383.24,897.708 \n",
- " 1382.04,896.446 1380.85,895.198 1379.67,893.963 1378.5,892.741 1377.34,891.532 1376.18,890.336 1375.04,889.154 1373.9,887.984 1372.78,886.828 1371.66,885.684 \n",
- " 1370.55,884.554 1369.45,883.436 1368.35,882.331 1367.27,881.238 1366.19,880.158 1365.12,879.091 1364.06,878.036 1363.01,876.993 1361.96,875.963 1360.92,874.945 \n",
- " 1359.89,873.939 1358.87,872.945 1357.85,871.963 1356.84,870.993 1355.84,870.035 1354.84,869.089 1353.85,868.155 1352.87,867.233 1351.9,866.323 1350.93,865.425 \n",
- " 1349.96,864.539 1349.01,863.664 1348.06,862.8 1347.12,861.949 1346.18,861.109 1345.25,860.28 1344.33,859.463 1343.41,858.657 1342.5,857.863 1341.59,857.079 \n",
- " 1340.69,856.307 1339.79,855.547 1338.91,854.797 1338.02,854.058 1337.14,853.331 1336.27,852.614 1335.4,851.909 1334.54,851.214 1333.68,850.53 1332.83,849.857 \n",
- " 1331.98,849.194 1331.14,848.543 1330.3,847.902 1329.47,847.272 1328.64,846.652 1327.82,846.043 1327,845.444 1326.18,844.856 1325.37,844.278 1324.57,843.71 \n",
- " 1323.77,843.153 1322.97,842.607 1322.18,842.07 1321.39,841.544 1320.6,841.028 1319.82,840.522 1319.04,840.026 1318.27,839.54 1317.49,839.064 1316.73,838.599 \n",
- " 1315.96,838.143 1315.2,837.697 1314.45,837.261 1313.69,836.835 1312.94,836.419 1312.19,836.012 1311.45,835.616 1310.71,835.229 1309.97,834.852 1309.23,834.484 \n",
- " 1308.5,834.126 1307.77,833.778 1307.04,833.439 1306.31,833.11 1305.59,832.791 1304.87,832.481 1304.15,832.18 1303.43,831.889 1302.72,831.607 1302,831.335 \n",
- " 1301.29,831.072 1300.58,830.819 1299.88,830.575 1299.17,830.34 1298.47,830.114 1297.77,829.898 1297.07,829.691 1296.37,829.493 1295.67,829.304 1294.97,829.125 \n",
- " 1294.28,828.954 1293.58,828.793 1292.89,828.641 1292.2,828.498 1291.51,828.364 1290.82,828.239 1290.13,828.123 1289.44,828.017 1288.76,827.919 1288.07,827.831 \n",
- " 1287.38,827.752 1286.7,827.681 1286.01,827.62 1285.33,827.568 1284.64,827.525 1283.96,827.491 1283.28,827.466 1282.59,827.451 1281.91,827.444 1281.23,827.446 \n",
- " 1280.54,827.458 1279.86,827.478 1279.18,827.507 1278.49,827.546 1277.81,827.594 1277.12,827.65 1276.44,827.716 1275.75,827.791 1275.07,827.875 1274.38,827.968 \n",
- " 1273.69,828.071 1273,828.182 1272.31,828.302 1271.62,828.432 1270.93,828.571 1270.24,828.719 1269.55,828.876 1268.85,829.042 1268.16,829.217 1267.46,829.402 \n",
- " 1266.76,829.596 1266.06,829.799 1265.36,830.012 1264.66,830.233 1263.95,830.464 1263.25,830.705 1262.54,830.954 1261.83,831.213 1261.12,831.481 1260.4,831.759 \n",
- " 1259.69,832.046 1258.97,832.343 1258.25,832.649 1257.52,832.965 1256.8,833.29 1256.07,833.624 1255.34,833.968 1254.61,834.322 1253.87,834.685 1253.13,835.058 \n",
- " 1252.39,835.441 1251.65,835.833 1250.9,836.235 1250.15,836.647 1249.4,837.069 1248.64,837.5 1247.88,837.941 1247.12,838.393 1246.36,838.854 1245.59,839.325 \n",
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- " 1236.87,845.174 1236.05,845.768 1235.23,846.372 1234.41,846.986 1233.58,847.611 1232.74,848.247 1231.9,848.893 1231.06,849.55 1230.21,850.217 1229.36,850.894 \n",
- " 1228.5,851.583 1227.64,852.282 1226.77,852.992 1225.9,853.713 1225.02,854.445 1224.14,855.188 1223.25,855.942 1222.35,856.708 1221.45,857.485 1220.55,858.273 \n",
- " 1219.64,859.073 1218.72,859.884 1217.8,860.706 1216.87,861.541 1215.94,862.387 1214.99,863.245 1214.05,864.115 1213.09,864.996 1212.13,865.89 1211.17,866.796 \n",
- " 1210.19,867.714 1209.21,868.643 1208.22,869.586 1207.23,870.54 1206.22,871.507 1205.21,872.486 1204.2,873.477 1203.17,874.481 1202.14,875.497 1201.1,876.526 \n",
- " 1200.05,877.568 1199,878.622 1197.93,879.689 1196.86,880.768 1195.78,881.86 1194.69,882.966 1193.6,884.083 1192.49,885.214 1191.38,886.358 1190.25,887.515 \n",
- " 1189.12,888.684 1187.98,889.867 1186.83,891.062 1185.67,892.271 1184.51,893.493 1183.33,894.727 1182.14,895.975 1180.95,897.237 1179.74,898.511 1178.53,899.798 \n",
- " 1177.3,901.099 1176.07,902.413 1174.82,903.74 1173.57,905.081 1172.3,906.434 1171.03,907.801 1169.74,909.182 1168.45,910.575 1167.14,911.982 1165.82,913.402 \n",
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- " 1150.6,929.905 1149.15,931.486 1147.69,933.079 1146.21,934.686 1144.72,936.306 1143.22,937.94 1141.71,939.586 1140.19,941.246 1138.65,942.919 1137.1,944.606 \n",
- " 1135.54,946.305 1133.97,948.018 1132.38,949.744 1130.78,951.483 1129.17,953.235 1127.54,955 1125.9,956.778 1124.25,958.569 1122.58,960.373 1120.91,962.191 \n",
- " 1119.21,964.021 1117.51,965.863 1115.79,967.719 1114.06,969.588 1112.31,971.469 1110.55,973.363 1108.78,975.27 1106.99,977.19 1105.19,979.122 1103.37,981.066 \n",
- " 1101.54,983.023 1099.69,984.993 1097.83,986.975 1095.96,988.97 1094.07,990.977 1092.17,992.996 1090.25,995.027 1088.32,997.07 1086.37,999.125 1084.4,1001.19 \n",
- " 1082.43,1003.26 1080.43,1005.35 1078.42,1007.45 1076.4,1009.55 1074.36,1011.67 1072.31,1013.79 1070.23,1015.93 1068.15,1018.07 1066.04,1020.22 1063.93,1022.38 \n",
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- " 1039.54,1046.61 1037.23,1048.84 1034.89,1051.08 1032.54,1053.33 1030.18,1055.58 1027.79,1057.83 1025.39,1060.08 1022.98,1062.33 1020.54,1064.59 1018.09,1066.85 \n",
- " 1015.63,1069.11 1013.14,1071.37 1010.64,1073.63 1008.12,1075.89 1005.59,1078.14 1003.04,1080.4 1000.47,1082.65 997.886,1084.9 995.285,1087.15 992.667,1089.4 \n",
- " 990.032,1091.64 987.381,1093.87 984.714,1096.1 982.03,1098.32 979.329,1100.54 976.612,1102.75 973.879,1104.95 971.13,1107.15 968.364,1109.33 965.582,1111.51 \n",
- " 962.785,1113.68 959.971,1115.83 957.142,1117.98 954.297,1120.11 951.436,1122.23 948.559,1124.33 945.668,1126.42 942.76,1128.5 939.838,1130.56 936.901,1132.61 \n",
- " 933.948,1134.64 930.981,1136.65 927.998,1138.64 925.002,1140.61 921.99,1142.57 918.965,1144.5 915.925,1146.41 912.871,1148.3 909.803,1150.17 906.721,1152.01 \n",
- " 903.626,1153.83 900.517,1155.62 897.395,1157.39 894.26,1159.13 891.111,1160.84 887.95,1162.53 884.777,1164.18 881.591,1165.82 878.393,1167.42 875.183,1168.99 \n",
- " 871.962,1170.53 868.73,1172.05 865.487,1173.53 862.233,1174.97 858.969,1176.39 855.695,1177.77 852.411,1179.11 849.118,1180.43 845.815,1181.7 842.504,1182.94 \n",
- " 839.184,1184.14 835.855,1185.3 832.519,1186.43 829.175,1187.52 825.823,1188.56 822.464,1189.57 819.099,1190.54 815.726,1191.46 812.348,1192.35 808.963,1193.19 \n",
- " 805.573,1193.99 802.177,1194.75 798.777,1195.47 795.371,1196.14 791.961,1196.77 788.546,1197.36 785.128,1197.9 781.706,1198.39 778.28,1198.85 774.852,1199.25 \n",
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- " 702.673,1197.31 699.252,1196.72 695.836,1196.08 692.424,1195.4 689.016,1194.68 685.613,1193.92 682.215,1193.11 678.822,1192.26 675.436,1191.36 672.055,1190.43 \n",
- " 668.68,1189.45 665.312,1188.43 661.952,1187.38 658.598,1186.28 655.252,1185.14 651.914,1183.96 648.584,1182.75 645.262,1181.5 641.95,1180.21 638.646,1178.88 \n",
- " 635.352,1177.52 632.068,1176.12 628.794,1174.69 625.53,1173.22 622.277,1171.72 619.035,1170.19 615.804,1168.62 612.585,1167.02 609.378,1165.4 606.183,1163.74 \n",
- " 603.001,1162.06 599.832,1160.34 596.676,1158.6 593.534,1156.84 590.406,1155.05 587.292,1153.23 584.192,1151.39 581.107,1149.53 578.038,1147.65 574.984,1145.75 \n",
- " 571.946,1143.82 568.924,1141.88 565.917,1139.92 562.925,1137.94 559.948,1135.95 556.985,1133.93 554.038,1131.9 551.106,1129.85 548.189,1127.78 545.287,1125.7 \n",
- " 542.401,1123.6 539.531,1121.49 536.676,1119.37 533.837,1117.23 531.014,1115.08 528.206,1112.92 525.415,1110.75 522.64,1108.57 519.881,1106.38 517.138,1104.18 \n",
- " 514.412,1101.98 511.702,1099.76 509.008,1097.54 506.331,1095.32 503.67,1093.08 501.026,1090.85 498.398,1088.6 495.787,1086.36 493.193,1084.11 490.615,1081.85 \n",
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- " 463.367,1057.02 460.99,1054.77 458.63,1052.52 456.287,1050.28 453.96,1048.04 451.65,1045.8 449.357,1043.57 447.08,1041.35 444.819,1039.13 442.575,1036.91 \n",
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- " 2263.43,862.035 2262.49,863.172 2261.53,864.319 2260.57,865.477 2259.6,866.646 2258.63,867.826 2257.64,869.017 2256.64,870.219 2255.64,871.432 2254.63,872.657 \n",
- " 2253.6,873.893 2252.57,875.14 2251.53,876.399 2250.48,877.669 2249.42,878.951 2248.35,880.245 2247.27,881.55 2246.18,882.867 2245.08,884.196 2243.97,885.537 \n",
- " 2242.85,886.89 2241.73,888.255 2240.59,889.631 2239.44,891.02 2238.28,892.421 2237.11,893.834 2235.93,895.259 2234.74,896.697 2233.53,898.147 2232.32,899.609 \n",
- " 2231.1,901.083 2229.86,902.57 2228.62,904.069 2227.36,905.58 2226.09,907.104 2224.81,908.64 2223.52,910.189 2222.22,911.75 2220.9,913.324 2219.58,914.91 \n",
- " 2218.24,916.509 2216.89,918.12 2215.53,919.744 2214.16,921.38 2212.77,923.028 2211.37,924.689 2209.96,926.363 2208.54,928.049 2207.1,929.748 2205.65,931.459 \n",
- " 2204.19,933.182 2202.72,934.918 2201.23,936.667 2199.73,938.427 2198.22,940.201 2196.7,941.986 2195.16,943.784 2193.6,945.594 2192.04,947.416 2190.46,949.251 \n",
- " 2188.87,951.098 2187.26,952.957 2185.64,954.828 2184,956.711 2182.36,958.607 2180.69,960.514 2179.02,962.433 2177.33,964.364 2175.62,966.307 2173.9,968.261 \n",
- " 2172.17,970.226 2170.42,972.202 2168.66,974.19 2166.88,976.188 2165.09,978.198 2163.28,980.218 2161.46,982.249 2159.62,984.291 2157.76,986.343 2155.9,988.405 \n",
- " 2154.01,990.478 2152.11,992.56 2150.2,994.652 2148.27,996.754 2146.32,998.865 2144.36,1000.99 2142.38,1003.12 2140.39,1005.25 2138.38,1007.4 2136.36,1009.56 \n",
- " 2134.31,1011.72 2132.26,1013.89 2130.18,1016.07 2128.09,1018.25 2125.99,1020.45 2123.87,1022.65 2121.73,1024.85 2119.57,1027.06 2117.4,1029.28 2115.21,1031.5 \n",
- " 2113.01,1033.73 2110.79,1035.97 2108.55,1038.2 2106.29,1040.44 2104.02,1042.69 2101.73,1044.94 2099.43,1047.19 2097.11,1049.44 2094.77,1051.7 2092.42,1053.96 \n",
- " 2090.05,1056.22 2087.66,1058.48 2085.25,1060.74 2082.83,1063 2080.4,1065.26 2077.94,1067.52 2075.47,1069.78 2072.98,1072.03 2070.48,1074.29 2067.96,1076.54 \n",
- " 2065.42,1078.78 2062.86,1081.03 2060.29,1083.27 2057.7,1085.5 2055.1,1087.73 2052.48,1089.95 2049.84,1092.17 2047.19,1094.38 2044.52,1096.58 2041.83,1098.77 \n",
- " 2039.13,1100.95 2036.41,1103.13 2033.68,1105.3 2030.93,1107.46 2028.16,1109.6 2025.38,1111.74 2022.58,1113.86 2019.76,1115.98 2016.93,1118.07 2014.09,1120.16 \n",
- " 2011.22,1122.22 2008.35,1124.28 2005.46,1126.31 2002.55,1128.33 1999.63,1130.33 1996.69,1132.3 1993.74,1134.26 1990.78,1136.2 1987.8,1138.12 1984.81,1140.01 \n",
- " 1981.8,1141.89 1978.78,1143.73 1975.75,1145.56 1972.7,1147.36 1969.64,1149.13 1966.56,1150.88 1963.48,1152.6 1960.38,1154.29 1957.27,1155.96 1954.14,1157.59 \n",
- " 1951.01,1159.2 1947.86,1160.78 1944.7,1162.32 1941.53,1163.84 1938.35,1165.32 1935.16,1166.77 1931.96,1168.19 1928.74,1169.58 1925.52,1170.93 1922.29,1172.24 \n",
- " 1919.04,1173.53 1915.79,1174.77 1912.53,1175.98 1909.26,1177.16 1905.98,1178.29 1902.69,1179.39 1899.4,1180.45 1896.09,1181.48 1892.78,1182.46 1889.46,1183.41 \n",
- " 1886.14,1184.31 1882.8,1185.18 1879.47,1186 1876.12,1186.79 1872.77,1187.53 1869.42,1188.24 1866.05,1188.9 1862.69,1189.51 1859.32,1190.09 1855.94,1190.62 \n",
- " 1852.57,1191.11 1849.18,1191.56 1845.8,1191.96 1842.41,1192.32 1839.02,1192.63 1835.63,1192.9 1832.24,1193.13 1828.84,1193.31 1825.44,1193.44 1822.05,1193.53 \n",
- " 1818.65,1193.57 1815.25,1193.57 1811.86,1193.51 1808.46,1193.42 1805.06,1193.27 1801.67,1193.08 1798.28,1192.84 1794.89,1192.56 1791.5,1192.23 1788.12,1191.85 \n",
- " 1784.74,1191.44 1781.36,1190.97 1777.99,1190.47 1774.62,1189.91 1771.25,1189.32 1767.89,1188.69 1764.53,1188.01 1761.18,1187.29 1757.84,1186.53 1754.5,1185.72 \n",
- " 1751.17,1184.88 1747.84,1184 1744.52,1183.08 1741.21,1182.12 1737.9,1181.12 1734.6,1180.08 1731.31,1179 1728.03,1177.89 1724.76,1176.74 1721.49,1175.55 \n",
- " 1718.24,1174.33 1714.99,1173.08 1711.75,1171.79 1708.53,1170.46 1705.31,1169.1 1702.1,1167.71 1698.9,1166.28 1695.71,1164.83 1692.54,1163.34 1689.37,1161.82 \n",
- " 1686.22,1160.27 1683.08,1158.69 1679.94,1157.08 1676.82,1155.44 1673.72,1153.78 1670.62,1152.08 1667.54,1150.36 1664.47,1148.62 1661.41,1146.84 1658.37,1145.05 \n",
- " 1655.34,1143.22 1652.32,1141.38 1649.31,1139.51 1646.32,1137.62 1643.35,1135.7 1640.38,1133.76 1637.44,1131.81 1634.5,1129.83 1631.58,1127.83 1628.68,1125.82 \n",
- " 1625.79,1123.78 1622.91,1121.73 1620.05,1119.66 1617.21,1117.58 1614.38,1115.48 1611.56,1113.37 1608.76,1111.24 1605.98,1109.09 1603.21,1106.94 1600.46,1104.77 \n",
- " 1597.73,1102.59 1595.01,1100.4 1592.31,1098.2 1589.62,1096 1586.95,1093.78 1584.3,1091.56 1581.66,1089.32 1579.04,1087.09 1576.44,1084.84 1573.85,1082.6 \n",
- " 1571.28,1080.35 1568.73,1078.09 1566.2,1075.84 1563.68,1073.58 1561.18,1071.32 1558.7,1069.06 1556.23,1066.8 1553.78,1064.54 1551.35,1062.28 1548.93,1060.02 \n",
- " 1546.54,1057.77 1544.15,1055.51 1541.79,1053.25 1539.44,1050.99 1537.11,1048.74 1534.79,1046.49 1532.5,1044.24 1530.22,1041.99 1527.95,1039.75 1525.7,1037.51 \n",
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- " \n",
- " \"/>\n",
- "<circle clip-path=\"url(#clip652)\" cx=\"210.746\" cy=\"735.266\" r=\"14.4\" fill=\"#c271d2\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
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- "</svg>\n"
- ]
- },
- "execution_count": 36,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# Diagramme de phase\n",
"#\n",
@@ -16990,24 +987,9 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "x variable globale\n",
- " 0.026855 seconds (3.64 k allocations: 77.156 KiB, 98.99% compilation time)\n",
- " 0.000137 seconds (3.49 k allocations: 70.156 KiB)\n",
- "\n",
- "x en argument\n",
- " 0.007270 seconds (3.96 k allocations: 193.953 KiB, 99.74% compilation time)\n",
- " 0.000010 seconds (1 allocation: 16 bytes)\n",
- "\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"x = rand(1000)\n",
"\n",
@@ -17046,22 +1028,9 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Avant fct2\n",
- "a, b =0, 1\n",
- "Dans fct2\n",
- "a, b =0, 0\n",
- "Après fct2\n",
- "a, b =0, 1\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"function fct2(a,b)\n",
" b = a\n",
@@ -17088,23 +1057,9 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Avant fct3\n",
- "a, b =[0, 0], [1, 1]\n",
- "Dans fct3\n",
- "a, b =[0, 0], [0, 0]\n",
- "Après fct3\n",
- "a, b =[0, 0], [0, 0]\n",
- "a, b, c =[0, 0], [10, 0], [10, 0]\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"function fct3(a,b)\n",
" b[1] = a[1]\n",
@@ -17140,20 +1095,9 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "fct4(a) = [2]\n",
- "a = [2]\n",
- "fct5!(a) = [3]\n",
- "a = [3]\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"function fct4(x)\n",
" x[1]=2\n",
@@ -17180,7 +1124,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Julia 1.8.3",
+ "display_name": "Julia 1.8.2",
"language": "julia",
"name": "julia-1.8"
},
diff --git a/src/julia/intro-julia.ipynb b/src/julia/intro-julia.ipynb
index e892406a612223343a7ce3c360799b8b108e8d27..11d8268730fbeff18421ab27ad83634f18f3c431 100644
--- a/src/julia/intro-julia.ipynb
+++ b/src/julia/intro-julia.ipynb
@@ -937,9 +937,9 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Julia 1.6.0",
+ "display_name": "Julia 1.8.2",
"language": "julia",
- "name": "julia-1.6"
+ "name": "julia-1.8"
},
"language_info": {
"file_extension": ".jl",