07-Chapter 7. Ulysses' Compass.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "12145579",
   "metadata": {},
   "outputs": [],
   "source": [
    "using GLM\n",
    "using CSV\n",
    "using Optim\n",
    "using Random\n",
    "using StatsBase\n",
    "using DataFrames\n",
    "using Dagitty\n",
    "using Turing\n",
    "using StatsPlots\n",
    "using StatsFuns\n",
    "using StatisticalRethinking\n",
    "using StatisticalRethinking: link\n",
    "using StatisticalRethinkingPlots\n",
    "using ParetoSmoothedImportanceSampling\n",
    "using Logging\n",
    "using ProgressBars\n",
    "\n",
    "default(labels=false)\n",
    "Logging.disable_logging(Logging.Warn);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f65f5657",
   "metadata": {},
   "source": [
    "# 7.1 The problem with parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1280c40a",
   "metadata": {},
   "source": [
    "Code 7.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "858b66df",
   "metadata": {},
   "outputs": [],
   "source": [
    "sppnames = [\"afarensis\", \"africanus\", \"habilis\", \"boisei\", \"rudolfensis\", \"ergaster\", \"sapiens\"]\n",
    "brainvolcc = [438, 452, 612, 521, 752, 871, 1350]\n",
    "masskg = [37.0, 35.5, 34.5, 41.5, 55.5, 61.0, 53.5]\n",
    "d = DataFrame(:species => sppnames, :brain => brainvolcc, :mass => masskg);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0966fdc4",
   "metadata": {},
   "source": [
    "Code 7.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4c6f0612",
   "metadata": {},
   "outputs": [],
   "source": [
    "d[!,:mass_std] = (d.mass .- mean(d.mass))./std(d.mass)\n",
    "d[!,:brain_std] = d.brain ./ maximum(d.brain);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dbe4903",
   "metadata": {},
   "source": [
    "Code 7.3\n",
    "\n",
    "To match results from the book, the model was optimized using MAP estimation, not the MCMC I used before.\n",
    "The reason for that is the MCMC producing different estimation for log_σ value, which makes all the values \n",
    "very different. \n",
    "\n",
    "If you want, you can experiment with NUTS sampler for models in 7.1 and 7.2.\n",
    "\n",
    "In addition, you can also check this discussion: https://github.com/StatisticalRethinkingJulia/StatisticalRethinkingTuring.jl/issues/7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c775ce53",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "sample (generic function with 49 methods)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# TODO: move into Rethinking package\n",
    "using Dates\n",
    "import StatsBase: sample\n",
    "import Turing: ModeResult\n",
    "import LinearAlgebra: Symmetric\n",
    "\n",
    "function sample(m::ModeResult, n::Int)::Chains\n",
    "    st = now()\n",
    "    μ = coef(m)\n",
    "    Σ = Symmetric(vcov(m))\n",
    "    dist = MvNormal(μ, Σ)\n",
    "    Chains(rand(dist, n)', coefnames(m), info=(start_time=st, stop_time=now()))\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "401e7f9b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌───────┬─────────────────────────────────────────────────────────┐\n",
      "│\u001b[1m param \u001b[0m│\u001b[1m    mean \u001b[0m\u001b[1m    std \u001b[0m\u001b[1m   5.5% \u001b[0m\u001b[1m     50% \u001b[0m\u001b[1m   94.5% \u001b[0m\u001b[1m    histogram \u001b[0m│\n",
      "├───────┼─────────────────────────────────────────────────────────┤\n",
      "│     a │   0.527  0.0724  0.4097   0.5279   0.6367   ▁▁▁▄▆█▇▄▁▁▁ │\n",
      "│     b │   0.166  0.0746  0.0473   0.1701    0.283  ▁▁▂▅▆█▆▃▁▁▁▁ │\n",
      "│ log_σ │ -1.7003  0.2985  -2.213  -1.6961  -1.2384    ▁▂▃▆██▃▂▁▁ │\n",
      "└───────┴─────────────────────────────────────────────────────────┘\n"
     ]
    }
   ],
   "source": [
    "Random.seed!(1)\n",
    "\n",
    "@model function model_m7_1(mass_std, brain_std)\n",
    "    a ~ Normal(0.5, 1)\n",
    "    b ~ Normal(0, 10)\n",
    "    μ = @. a + b*mass_std\n",
    "    log_σ ~ Normal(0, 1)\n",
    "    brain_std ~ MvNormal(μ, exp(log_σ))\n",
    "end\n",
    "\n",
    "estim = optimize(model_m7_1(d.mass_std, d.brain_std), MAP())\n",
    "m7_1 = DataFrame(sample(estim, 1000))\n",
    "precis(m7_1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "434e7fc9",
   "metadata": {},
   "source": [
    "Code 7.4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "eae21b28",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}}}}:\n",
       "\n",
       "Coefficients:\n",
       "───────────────────────────────────────────────────────────────\n",
       "       Coef.  Std. Error     t  Pr(>|t|)   Lower 95%  Upper 95%\n",
       "───────────────────────────────────────────────────────────────\n",
       "x1  0.528677   0.0705692  7.49    0.0007   0.347273    0.710081\n",
       "x2  0.167118   0.0762235  2.19    0.0798  -0.0288204   0.363057\n",
       "───────────────────────────────────────────────────────────────\n"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X = hcat(ones(length(d.mass_std)), d.mass_std)\n",
    "m = lm(X, d.brain_std)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "701f8303",
   "metadata": {},
   "source": [
    "Code 7.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b70ddf67",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.4865953626088305"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Random.seed!(12)\n",
    "\n",
    "s = simulate(m7_1, (r, x) -> Normal(r.a + r.b * x, exp(r.log_σ)), d.mass_std)\n",
    "s = vcat(s'...);\n",
    "\n",
    "r = mean.(eachcol(s)) .- d.brain_std;\n",
    "resid_var = var(r, corrected=false)\n",
    "outcome_var = var(d.brain_std, corrected=false)\n",
    "1 - resid_var/outcome_var"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9fd43fae",
   "metadata": {},
   "source": [
    "Code 7.6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cce6d3ab",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "R2_is_bad (generic function with 1 method)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# function is implemented in a generic way to support any amount of b[x] coefficients\n",
    "function R2_is_bad(df; sigma=missing)\n",
    "    degree = ncol(df[!,r\"b\"])\n",
    "    # build mass_std*degree matrix, with each col exponentiated to col's index\n",
    "    t = repeat(d.mass_std, 1, degree)\n",
    "    t = hcat(map(.^, eachcol(t), 1:degree)...)\n",
    "    s = [\n",
    "        begin\n",
    "            # calculate product on coefficient's vector\n",
    "            b = collect(r[r\"b\"])\n",
    "            μ = r.a .+ t * b\n",
    "            s = ismissing(sigma) ? exp(r.log_σ) : sigma\n",
    "            rand(MvNormal(μ, s))\n",
    "        end\n",
    "        for r ∈ eachrow(df)\n",
    "    ]\n",
    "    s = vcat(s'...);\n",
    "\n",
    "    r = mean.(eachcol(s)) .- d.brain_std;\n",
    "    v1 = var(r, corrected=false)\n",
    "    v2 = var(d.brain_std, corrected=false)\n",
    "    1 - v1 / v2\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4c7e569",
   "metadata": {},
   "source": [
    "Code 7.7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "65dc31c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "Random.seed!(1)\n",
    "\n",
    "@model function model_m7_2(mass_std, brain_std)\n",
    "    a ~ Normal(0.5, 1)\n",
    "    b ~ MvNormal([0, 0], 10)\n",
    "    μ = @. a + b[1]*mass_std + b[2]*mass_std^2\n",
    "    log_σ ~ Normal(0, 1)\n",
    "    brain_std ~ MvNormal(μ, exp(log_σ))\n",
    "end\n",
    "\n",
    "estim = optimize(model_m7_2(d.mass_std, d.brain_std), MAP())\n",
    "m7_2 = DataFrame(sample(estim, 1000));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b7e2f28",
   "metadata": {},
   "source": [
    "Code 7.8\n",
    "\n",
    "Implemented the sample in a general way"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f09f1f0d",
   "metadata": {},
   "outputs": [],
   "source": [
    "Random.seed!(1)\n",
    "\n",
    "@model function model_m7_n(mass_std, brain_std; degree::Int)\n",
    "    a ~ Normal(0.5, 1)\n",
    "    b ~ MvNormal(zeros(degree), 10)\n",
    "    # build matrix n*degree\n",
    "    t = repeat(mass_std, 1, degree)\n",
    "    # exponent its columns\n",
    "    t = hcat(map(.^, eachcol(t), 1:degree)...)\n",
    "    # calculate product on coefficient's vector\n",
    "    μ = a .+ t * b\n",
    "    \n",
    "    log_σ ~ Normal(0, 1)\n",
    "    brain_std ~ MvNormal(μ, exp(log_σ))\n",
    "end\n",
    "\n",
    "estim = optimize(model_m7_n(d.mass_std, d.brain_std, degree=3), MAP())\n",
    "m7_3 = DataFrame(sample(estim, 1000));\n",
    "estim = optimize(model_m7_n(d.mass_std, d.brain_std, degree=4), MAP())\n",
    "m7_4 = DataFrame(sample(estim, 1000));\n",
    "estim = optimize(model_m7_n(d.mass_std, d.brain_std, degree=5), MAP())\n",
    "m7_5 = DataFrame(sample(estim, 1000));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2ecc997",
   "metadata": {},
   "source": [
    "Code 7.9"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "5d42b852",
   "metadata": {},
   "outputs": [],
   "source": [
    "Random.seed!(2)\n",
    "\n",
    "@model function model_m7_6(mass_std, brain_std)\n",
    "    a ~ Normal(0.5, 1)\n",
    "    b ~ MvNormal(zeros(6), 10)\n",
    "    μ = @. a + b[1]*mass_std + b[2]*mass_std^2 + b[3]*mass_std^3 + \n",
    "               b[4]*mass_std^4 + b[5]*mass_std^5 + b[6]*mass_std^6 \n",
    "    brain_std ~ MvNormal(μ, 0.001)\n",
    "end\n",
    "\n",
    "estim = optimize(model_m7_6(d.mass_std, d.brain_std), MAP())\n",
    "m7_6 = DataFrame(sample(estim, 1000));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1b69db8",
   "metadata": {},
   "source": [
    "Code 7.10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "19000f4f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip440\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip440)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip441\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip440)\" d=\"\n",
       "M156.598 1486.45 L2352.76 1486.45 L2352.76 123.472 L156.598 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip442\">\n",
       "    <rect x=\"156\" y=\"123\" width=\"2197\" height=\"1364\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  226.189,1486.45 226.189,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  652.478,1486.45 652.478,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1078.77,1486.45 1078.77,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1505.05,1486.45 1505.05,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1931.34,1486.45 1931.34,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,1486.45 2352.76,1486.45 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  226.189,1486.45 226.189,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  652.478,1486.45 652.478,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1078.77,1486.45 1078.77,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1505.05,1486.45 1505.05,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1931.34,1486.45 1931.34,1467.55 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip440)\" d=\"M172.718 1532.02 L202.393 1532.02 L202.393 1535.95 L172.718 1535.95 L172.718 1532.02 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M213.296 1544.91 L220.935 1544.91 L220.935 1518.55 L212.625 1520.21 L212.625 1515.95 L220.889 1514.29 L225.564 1514.29 L225.564 1544.91 L233.203 1544.91 L233.203 1548.85 L213.296 1548.85 L213.296 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M242.648 1542.97 L247.532 1542.97 L247.532 1548.85 L242.648 1548.85 L242.648 1542.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M267.717 1517.37 Q264.106 1517.37 262.277 1520.93 Q260.472 1524.47 260.472 1531.6 Q260.472 1538.71 262.277 1542.27 Q264.106 1545.82 267.717 1545.82 Q271.351 1545.82 273.157 1542.27 Q274.986 1538.71 274.986 1531.6 Q274.986 1524.47 273.157 1520.93 Q271.351 1517.37 267.717 1517.37 M267.717 1513.66 Q273.527 1513.66 276.583 1518.27 Q279.661 1522.85 279.661 1531.6 Q279.661 1540.33 276.583 1544.94 Q273.527 1549.52 267.717 1549.52 Q261.907 1549.52 258.828 1544.94 Q255.773 1540.33 255.773 1531.6 Q255.773 1522.85 258.828 1518.27 Q261.907 1513.66 267.717 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M599.503 1532.02 L629.179 1532.02 L629.179 1535.95 L599.503 1535.95 L599.503 1532.02 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M649.272 1517.37 Q645.66 1517.37 643.832 1520.93 Q642.026 1524.47 642.026 1531.6 Q642.026 1538.71 643.832 1542.27 Q645.66 1545.82 649.272 1545.82 Q652.906 1545.82 654.711 1542.27 Q656.54 1538.71 656.54 1531.6 Q656.54 1524.47 654.711 1520.93 Q652.906 1517.37 649.272 1517.37 M649.272 1513.66 Q655.082 1513.66 658.137 1518.27 Q661.216 1522.85 661.216 1531.6 Q661.216 1540.33 658.137 1544.94 Q655.082 1549.52 649.272 1549.52 Q643.461 1549.52 640.383 1544.94 Q637.327 1540.33 637.327 1531.6 Q637.327 1522.85 640.383 1518.27 Q643.461 1513.66 649.272 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M669.433 1542.97 L674.318 1542.97 L674.318 1548.85 L669.433 1548.85 L669.433 1542.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M684.549 1514.29 L702.905 1514.29 L702.905 1518.22 L688.831 1518.22 L688.831 1526.7 Q689.85 1526.35 690.869 1526.19 Q691.887 1526 692.906 1526 Q698.693 1526 702.072 1529.17 Q705.452 1532.34 705.452 1537.76 Q705.452 1543.34 701.98 1546.44 Q698.507 1549.52 692.188 1549.52 Q690.012 1549.52 687.744 1549.15 Q685.498 1548.78 683.091 1548.04 L683.091 1543.34 Q685.174 1544.47 687.396 1545.03 Q689.619 1545.58 692.095 1545.58 Q696.1 1545.58 698.438 1543.48 Q700.776 1541.37 700.776 1537.76 Q700.776 1534.15 698.438 1532.04 Q696.1 1529.94 692.095 1529.94 Q690.22 1529.94 688.345 1530.35 Q686.494 1530.77 684.549 1531.65 L684.549 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1056.15 1517.37 Q1052.54 1517.37 1050.71 1520.93 Q1048.9 1524.47 1048.9 1531.6 Q1048.9 1538.71 1050.71 1542.27 Q1052.54 1545.82 1056.15 1545.82 Q1059.78 1545.82 1061.59 1542.27 Q1063.42 1538.71 1063.42 1531.6 Q1063.42 1524.47 1061.59 1520.93 Q1059.78 1517.37 1056.15 1517.37 M1056.15 1513.66 Q1061.96 1513.66 1065.02 1518.27 Q1068.09 1522.85 1068.09 1531.6 Q1068.09 1540.33 1065.02 1544.94 Q1061.96 1549.52 1056.15 1549.52 Q1050.34 1549.52 1047.26 1544.94 Q1044.21 1540.33 1044.21 1531.6 Q1044.21 1522.85 1047.26 1518.27 Q1050.34 1513.66 1056.15 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1076.31 1542.97 L1081.2 1542.97 L1081.2 1548.85 L1076.31 1548.85 L1076.31 1542.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1101.38 1517.37 Q1097.77 1517.37 1095.94 1520.93 Q1094.14 1524.47 1094.14 1531.6 Q1094.14 1538.71 1095.94 1542.27 Q1097.77 1545.82 1101.38 1545.82 Q1105.02 1545.82 1106.82 1542.27 Q1108.65 1538.71 1108.65 1531.6 Q1108.65 1524.47 1106.82 1520.93 Q1105.02 1517.37 1101.38 1517.37 M1101.38 1513.66 Q1107.19 1513.66 1110.25 1518.27 Q1113.33 1522.85 1113.33 1531.6 Q1113.33 1540.33 1110.25 1544.94 Q1107.19 1549.52 1101.38 1549.52 Q1095.57 1549.52 1092.49 1544.94 Q1089.44 1540.33 1089.44 1531.6 Q1089.44 1522.85 1092.49 1518.27 Q1095.57 1513.66 1101.38 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1482.94 1517.37 Q1479.32 1517.37 1477.5 1520.93 Q1475.69 1524.47 1475.69 1531.6 Q1475.69 1538.71 1477.5 1542.27 Q1479.32 1545.82 1482.94 1545.82 Q1486.57 1545.82 1488.38 1542.27 Q1490.2 1538.71 1490.2 1531.6 Q1490.2 1524.47 1488.38 1520.93 Q1486.57 1517.37 1482.94 1517.37 M1482.94 1513.66 Q1488.75 1513.66 1491.8 1518.27 Q1494.88 1522.85 1494.88 1531.6 Q1494.88 1540.33 1491.8 1544.94 Q1488.75 1549.52 1482.94 1549.52 Q1477.13 1549.52 1474.05 1544.94 Q1470.99 1540.33 1470.99 1531.6 Q1470.99 1522.85 1474.05 1518.27 Q1477.13 1513.66 1482.94 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1503.1 1542.97 L1507.98 1542.97 L1507.98 1548.85 L1503.1 1548.85 L1503.1 1542.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1518.21 1514.29 L1536.57 1514.29 L1536.57 1518.22 L1522.5 1518.22 L1522.5 1526.7 Q1523.51 1526.35 1524.53 1526.19 Q1525.55 1526 1526.57 1526 Q1532.36 1526 1535.74 1529.17 Q1539.12 1532.34 1539.12 1537.76 Q1539.12 1543.34 1535.64 1546.44 Q1532.17 1549.52 1525.85 1549.52 Q1523.68 1549.52 1521.41 1549.15 Q1519.16 1548.78 1516.75 1548.04 L1516.75 1543.34 Q1518.84 1544.47 1521.06 1545.03 Q1523.28 1545.58 1525.76 1545.58 Q1529.76 1545.58 1532.1 1543.48 Q1534.44 1541.37 1534.44 1537.76 Q1534.44 1534.15 1532.1 1532.04 Q1529.76 1529.94 1525.76 1529.94 Q1523.88 1529.94 1522.01 1530.35 Q1520.16 1530.77 1518.21 1531.65 L1518.21 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1898.49 1544.91 L1906.13 1544.91 L1906.13 1518.55 L1897.82 1520.21 L1897.82 1515.95 L1906.09 1514.29 L1910.76 1514.29 L1910.76 1544.91 L1918.4 1544.91 L1918.4 1548.85 L1898.49 1548.85 L1898.49 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1927.85 1542.97 L1932.73 1542.97 L1932.73 1548.85 L1927.85 1548.85 L1927.85 1542.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1952.92 1517.37 Q1949.3 1517.37 1947.48 1520.93 Q1945.67 1524.47 1945.67 1531.6 Q1945.67 1538.71 1947.48 1542.27 Q1949.3 1545.82 1952.92 1545.82 Q1956.55 1545.82 1958.36 1542.27 Q1960.18 1538.71 1960.18 1531.6 Q1960.18 1524.47 1958.36 1520.93 Q1956.55 1517.37 1952.92 1517.37 M1952.92 1513.66 Q1958.73 1513.66 1961.78 1518.27 Q1964.86 1522.85 1964.86 1531.6 Q1964.86 1540.33 1961.78 1544.94 Q1958.73 1549.52 1952.92 1549.52 Q1947.11 1549.52 1944.03 1544.94 Q1940.97 1540.33 1940.97 1531.6 Q1940.97 1522.85 1944.03 1518.27 Q1947.11 1513.66 1952.92 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.598,1443.57 2352.76,1443.57 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.598,1123.19 2352.76,1123.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.598,802.81 2352.76,802.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.598,482.428 2352.76,482.428 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.598,162.047 2352.76,162.047 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,1486.45 156.598,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,1443.57 175.496,1443.57 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,1123.19 175.496,1123.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,802.81 175.496,802.81 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,482.428 175.496,482.428 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip440)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.598,162.047 175.496,162.047 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip440)\" d=\"M65.0198 1429.37 Q61.4087 1429.37 59.58 1432.94 Q57.7745 1436.48 57.7745 1443.61 Q57.7745 1450.71 59.58 1454.28 Q61.4087 1457.82 65.0198 1457.82 Q68.6541 1457.82 70.4596 1454.28 Q72.2883 1450.71 72.2883 1443.61 Q72.2883 1436.48 70.4596 1432.94 Q68.6541 1429.37 65.0198 1429.37 M65.0198 1425.67 Q70.83 1425.67 73.8855 1430.27 Q76.9642 1434.86 76.9642 1443.61 Q76.9642 1452.33 73.8855 1456.94 Q70.83 1461.52 65.0198 1461.52 Q59.2097 1461.52 56.131 1456.94 Q53.0754 1452.33 53.0754 1443.61 Q53.0754 1434.86 56.131 1430.27 Q59.2097 1425.67 65.0198 1425.67 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M85.1818 1454.97 L90.066 1454.97 L90.066 1460.85 L85.1818 1460.85 L85.1818 1454.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M104.279 1456.92 L120.598 1456.92 L120.598 1460.85 L98.6539 1460.85 L98.6539 1456.92 Q101.316 1454.16 105.899 1449.53 Q110.506 1444.88 111.686 1443.54 Q113.932 1441.01 114.811 1439.28 Q115.714 1437.52 115.714 1435.83 Q115.714 1433.07 113.77 1431.34 Q111.848 1429.6 108.746 1429.6 Q106.547 1429.6 104.094 1430.37 Q101.663 1431.13 98.8854 1432.68 L98.8854 1427.96 Q101.709 1426.82 104.163 1426.25 Q106.617 1425.67 108.654 1425.67 Q114.024 1425.67 117.219 1428.35 Q120.413 1431.04 120.413 1435.53 Q120.413 1437.66 119.603 1439.58 Q118.816 1441.48 116.709 1444.07 Q116.131 1444.74 113.029 1447.96 Q109.927 1451.15 104.279 1456.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M62.9365 1108.99 Q59.3254 1108.99 57.4967 1112.55 Q55.6912 1116.1 55.6912 1123.23 Q55.6912 1130.33 57.4967 1133.9 Q59.3254 1137.44 62.9365 1137.44 Q66.5707 1137.44 68.3763 1133.9 Q70.205 1130.33 70.205 1123.23 Q70.205 1116.1 68.3763 1112.55 Q66.5707 1108.99 62.9365 1108.99 M62.9365 1105.29 Q68.7467 1105.29 71.8022 1109.89 Q74.8809 1114.48 74.8809 1123.23 Q74.8809 1131.95 71.8022 1136.56 Q68.7467 1141.14 62.9365 1141.14 Q57.1264 1141.14 54.0477 1136.56 Q50.9921 1131.95 50.9921 1123.23 Q50.9921 1114.48 54.0477 1109.89 Q57.1264 1105.29 62.9365 1105.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M83.0984 1134.59 L87.9827 1134.59 L87.9827 1140.47 L83.0984 1140.47 L83.0984 1134.59 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M111.015 1109.99 L99.2095 1128.43 L111.015 1128.43 L111.015 1109.99 M109.788 1105.91 L115.668 1105.91 L115.668 1128.43 L120.598 1128.43 L120.598 1132.32 L115.668 1132.32 L115.668 1140.47 L111.015 1140.47 L111.015 1132.32 L95.4132 1132.32 L95.4132 1127.81 L109.788 1105.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M63.2606 788.608 Q59.6495 788.608 57.8208 792.173 Q56.0152 795.715 56.0152 802.844 Q56.0152 809.951 57.8208 813.516 Q59.6495 817.057 63.2606 817.057 Q66.8948 817.057 68.7004 813.516 Q70.5291 809.951 70.5291 802.844 Q70.5291 795.715 68.7004 792.173 Q66.8948 788.608 63.2606 788.608 M63.2606 784.905 Q69.0707 784.905 72.1263 789.511 Q75.205 794.094 75.205 802.844 Q75.205 811.571 72.1263 816.178 Q69.0707 820.761 63.2606 820.761 Q57.4504 820.761 54.3717 816.178 Q51.3162 811.571 51.3162 802.844 Q51.3162 794.094 54.3717 789.511 Q57.4504 784.905 63.2606 784.905 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M83.4225 814.21 L88.3067 814.21 L88.3067 820.09 L83.4225 820.09 L83.4225 814.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M109.071 800.946 Q105.922 800.946 104.071 803.099 Q102.242 805.252 102.242 809.002 Q102.242 812.729 104.071 814.904 Q105.922 817.057 109.071 817.057 Q112.219 817.057 114.047 814.904 Q115.899 812.729 115.899 809.002 Q115.899 805.252 114.047 803.099 Q112.219 800.946 109.071 800.946 M118.353 786.293 L118.353 790.553 Q116.594 789.719 114.788 789.28 Q113.006 788.84 111.246 788.84 Q106.617 788.84 104.163 791.965 Q101.733 795.09 101.385 801.409 Q102.751 799.395 104.811 798.33 Q106.871 797.243 109.348 797.243 Q114.557 797.243 117.566 800.414 Q120.598 803.562 120.598 809.002 Q120.598 814.326 117.45 817.543 Q114.302 820.761 109.071 820.761 Q103.075 820.761 99.9039 816.178 Q96.7326 811.571 96.7326 802.844 Q96.7326 794.65 100.621 789.789 Q104.51 784.905 111.061 784.905 Q112.82 784.905 114.603 785.252 Q116.408 785.599 118.353 786.293 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M63.5152 468.227 Q59.9041 468.227 58.0754 471.792 Q56.2699 475.333 56.2699 482.463 Q56.2699 489.569 58.0754 493.134 Q59.9041 496.676 63.5152 496.676 Q67.1494 496.676 68.955 493.134 Q70.7837 489.569 70.7837 482.463 Q70.7837 475.333 68.955 471.792 Q67.1494 468.227 63.5152 468.227 M63.5152 464.523 Q69.3254 464.523 72.3809 469.13 Q75.4596 473.713 75.4596 482.463 Q75.4596 491.19 72.3809 495.796 Q69.3254 500.38 63.5152 500.38 Q57.7051 500.38 54.6264 495.796 Q51.5708 491.19 51.5708 482.463 Q51.5708 473.713 54.6264 469.13 Q57.7051 464.523 63.5152 464.523 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M83.6771 493.829 L88.5614 493.829 L88.5614 499.708 L83.6771 499.708 L83.6771 493.829 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M108.746 483.296 Q105.413 483.296 103.492 485.079 Q101.594 486.861 101.594 489.986 Q101.594 493.111 103.492 494.893 Q105.413 496.676 108.746 496.676 Q112.08 496.676 114.001 494.893 Q115.922 493.088 115.922 489.986 Q115.922 486.861 114.001 485.079 Q112.103 483.296 108.746 483.296 M104.071 481.306 Q101.061 480.565 99.3715 478.505 Q97.7048 476.444 97.7048 473.482 Q97.7048 469.338 100.645 466.931 Q103.608 464.523 108.746 464.523 Q113.908 464.523 116.848 466.931 Q119.788 469.338 119.788 473.482 Q119.788 476.444 118.098 478.505 Q116.432 480.565 113.445 481.306 Q116.825 482.093 118.7 484.384 Q120.598 486.676 120.598 489.986 Q120.598 495.009 117.52 497.694 Q114.464 500.38 108.746 500.38 Q103.029 500.38 99.9502 497.694 Q96.8947 495.009 96.8947 489.986 Q96.8947 486.676 98.7928 484.384 Q100.691 482.093 104.071 481.306 M102.358 473.921 Q102.358 476.607 104.024 478.111 Q105.714 479.616 108.746 479.616 Q111.756 479.616 113.445 478.111 Q115.158 476.607 115.158 473.921 Q115.158 471.236 113.445 469.732 Q111.756 468.227 108.746 468.227 Q105.714 468.227 104.024 469.732 Q102.358 471.236 102.358 473.921 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M54.2328 175.392 L61.8717 175.392 L61.8717 149.026 L53.5616 150.693 L53.5616 146.434 L61.8254 144.767 L66.5013 144.767 L66.5013 175.392 L74.1402 175.392 L74.1402 179.327 L54.2328 179.327 L54.2328 175.392 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M83.5845 173.447 L88.4688 173.447 L88.4688 179.327 L83.5845 179.327 L83.5845 173.447 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M108.654 147.846 Q105.043 147.846 103.214 151.41 Q101.409 154.952 101.409 162.082 Q101.409 169.188 103.214 172.753 Q105.043 176.295 108.654 176.295 Q112.288 176.295 114.094 172.753 Q115.922 169.188 115.922 162.082 Q115.922 154.952 114.094 151.41 Q112.288 147.846 108.654 147.846 M108.654 144.142 Q114.464 144.142 117.52 148.748 Q120.598 153.332 120.598 162.082 Q120.598 170.808 117.52 175.415 Q114.464 179.998 108.654 179.998 Q102.844 179.998 99.765 175.415 Q96.7095 170.808 96.7095 162.082 Q96.7095 153.332 99.765 148.748 Q102.844 144.142 108.654 144.142 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M983.854 65.6895 L997.222 65.6895 L997.222 19.5497 L982.679 22.4663 L982.679 15.0127 L997.141 12.096 L1005.32 12.096 L1005.32 65.6895 L1018.69 65.6895 L1018.69 72.576 L983.854 72.576 L983.854 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1036.07 62.2867 L1044.62 62.2867 L1044.62 72.576 L1036.07 72.576 L1036.07 62.2867 M1036.07 29.6769 L1044.62 29.6769 L1044.62 39.9662 L1036.07 39.9662 L1036.07 29.6769 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1117.49 44.2197 Q1120.13 45.1109 1122.6 48.0275 Q1125.11 50.9442 1127.62 56.0483 L1135.92 72.576 L1127.13 72.576 L1119.4 57.061 Q1116.4 50.9847 1113.56 48.9997 Q1110.77 47.0148 1105.91 47.0148 L1097 47.0148 L1097 72.576 L1088.81 72.576 L1088.81 12.096 L1107.28 12.096 Q1117.66 12.096 1122.76 16.4305 Q1127.86 20.7649 1127.86 29.5149 Q1127.86 35.2267 1125.19 38.994 Q1122.56 42.7613 1117.49 44.2197 M1097 18.8205 L1097 40.2903 L1107.28 40.2903 Q1113.2 40.2903 1116.2 37.5762 Q1119.24 34.8216 1119.24 29.5149 Q1119.24 24.2082 1116.2 21.5346 Q1113.2 18.8205 1107.28 18.8205 L1097 18.8205 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1149.17 40.8979 L1166.35 40.8979 L1166.35 45.516 L1142.12 45.516 L1142.12 41.06 Q1143.5 39.8042 1146.05 37.5357 Q1159.99 25.1804 1159.99 21.3726 Q1159.99 18.699 1157.88 17.0786 Q1155.77 15.4177 1152.33 15.4177 Q1150.22 15.4177 1147.75 16.1469 Q1145.28 16.8356 1142.37 18.2534 L1142.37 13.2708 Q1145.48 12.1365 1148.16 11.5694 Q1150.87 11.0023 1153.18 11.0023 Q1159.06 11.0023 1162.58 13.6759 Q1166.1 16.3494 1166.1 20.7244 Q1166.1 26.3552 1152.7 37.8598 Q1150.43 39.8042 1149.17 40.8979 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1206.73 34.9026 L1258.67 34.9026 L1258.67 41.7081 L1206.73 41.7081 L1206.73 34.9026 M1206.73 51.4303 L1258.67 51.4303 L1258.67 58.3168 L1206.73 58.3168 L1206.73 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1320.2 17.4837 Q1313.88 17.4837 1310.68 23.7221 Q1307.52 29.92 1307.52 42.3968 Q1307.52 54.833 1310.68 61.0714 Q1313.88 67.2693 1320.2 67.2693 Q1326.56 67.2693 1329.72 61.0714 Q1332.92 54.833 1332.92 42.3968 Q1332.92 29.92 1329.72 23.7221 Q1326.56 17.4837 1320.2 17.4837 M1320.2 11.0023 Q1330.37 11.0023 1335.72 19.0636 Q1341.1 27.0843 1341.1 42.3968 Q1341.1 57.6687 1335.72 65.73 Q1330.37 73.7508 1320.2 73.7508 Q1310.03 73.7508 1304.64 65.73 Q1299.3 57.6687 1299.3 42.3968 Q1299.3 27.0843 1304.64 19.0636 Q1310.03 11.0023 1320.2 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1355.48 62.2867 L1364.03 62.2867 L1364.03 72.576 L1355.48 72.576 L1355.48 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1404.34 19.2256 L1383.68 51.5113 L1404.34 51.5113 L1404.34 19.2256 M1402.19 12.096 L1412.48 12.096 L1412.48 51.5113 L1421.11 51.5113 L1421.11 58.3168 L1412.48 58.3168 L1412.48 72.576 L1404.34 72.576 L1404.34 58.3168 L1377.03 58.3168 L1377.03 50.4176 L1402.19 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1432.57 12.096 L1471.46 12.096 L1471.46 15.5798 L1449.51 72.576 L1440.96 72.576 L1461.62 18.9825 L1432.57 18.9825 L1432.57 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip440)\" d=\"M1509.9 19.2256 L1489.24 51.5113 L1509.9 51.5113 L1509.9 19.2256 M1507.76 12.096 L1518.05 12.096 L1518.05 51.5113 L1526.68 51.5113 L1526.68 58.3168 L1518.05 58.3168 L1518.05 72.576 L1509.9 72.576 L1509.9 58.3168 L1482.6 58.3168 L1482.6 50.4176 L1507.76 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip442)\" cx=\"414.211\" cy=\"1244.22\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"296.937\" cy=\"1227.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"218.754\" cy=\"1037.76\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"766.034\" cy=\"1145.74\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"1860.59\" cy=\"871.632\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"2290.6\" cy=\"730.427\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip442)\" cx=\"1704.23\" cy=\"162.047\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<path clip-path=\"url(#clip442)\" d=\"\n",
       "M218.754 1188.08 L239.681 1181.56 L260.609 1175.03 L281.537 1168.5 L302.465 1161.97 L323.392 1155.44 L344.32 1148.92 L365.248 1142.39 L386.176 1135.86 L407.103 1129.33 \n",
       "  L428.031 1122.8 L448.959 1116.28 L469.887 1109.75 L490.814 1103.22 L511.742 1096.69 L532.67 1090.16 L553.598 1083.64 L574.525 1077.11 L595.453 1070.58 L616.381 1064.05 \n",
       "  L637.309 1057.52 L658.236 1050.99 L679.164 1044.47 L700.092 1037.94 L721.02 1031.41 L741.947 1024.88 L762.875 1018.35 L783.803 1011.83 L804.731 1005.3 L825.658 998.771 \n",
       "  L846.586 992.243 L867.514 985.715 L888.442 979.186 L909.369 972.658 L930.297 966.13 L951.225 959.602 L972.152 953.074 L993.08 946.546 L1014.01 940.018 L1034.94 933.49 \n",
       "  L1055.86 926.962 L1076.79 920.434 L1097.72 913.906 L1118.65 907.378 L1139.57 900.85 L1160.5 894.322 L1181.43 887.794 L1202.36 881.266 L1223.29 874.738 L1244.21 868.21 \n",
       "  L1265.14 861.682 L1286.07 855.154 L1307 848.626 L1327.92 842.098 L1348.85 835.57 L1369.78 829.042 L1390.71 822.514 L1411.64 815.985 L1432.56 809.457 L1453.49 802.929 \n",
       "  L1474.42 796.401 L1495.35 789.873 L1516.27 783.345 L1537.2 776.817 L1558.13 770.289 L1579.06 763.761 L1599.98 757.233 L1620.91 750.705 L1641.84 744.177 L1662.77 737.649 \n",
       "  L1683.7 731.121 L1704.62 724.593 L1725.55 718.065 L1746.48 711.537 L1767.41 705.009 L1788.33 698.481 L1809.26 691.953 L1830.19 685.425 L1851.12 678.897 L1872.05 672.369 \n",
       "  L1892.97 665.841 L1913.9 659.313 L1934.83 652.785 L1955.76 646.256 L1976.68 639.728 L1997.61 633.2 L2018.54 626.672 L2039.47 620.144 L2060.4 613.616 L2081.32 607.088 \n",
       "  L2102.25 600.56 L2123.18 594.032 L2144.11 587.504 L2165.03 580.976 L2185.96 574.448 L2206.89 567.92 L2227.82 561.392 L2248.75 554.864 L2269.67 548.336 L2290.6 541.808 \n",
       "  L2290.6 865.628 L2269.67 866.911 L2248.75 869.486 L2227.82 871.193 L2206.89 873.962 L2185.96 878.223 L2165.03 881.945 L2144.11 885.311 L2123.18 888.462 L2102.25 891.576 \n",
       "  L2081.32 894.843 L2060.4 897.949 L2039.47 901.1 L2018.54 904.279 L1997.61 903.902 L1976.68 907.066 L1955.76 910.605 L1934.83 915.494 L1913.9 920.05 L1892.97 923.304 \n",
       "  L1872.05 927.262 L1851.12 931.871 L1830.19 933.311 L1809.26 935.945 L1788.33 937.998 L1767.41 938.736 L1746.48 942.144 L1725.55 945.706 L1704.62 948.916 L1683.7 952.254 \n",
       "  L1662.77 955.092 L1641.84 958.551 L1620.91 962.449 L1599.98 966.243 L1579.06 970.6 L1558.13 972.984 L1537.2 976.998 L1516.27 982.481 L1495.35 988.602 L1474.42 993.997 \n",
       "  L1453.49 998.423 L1432.56 1001.78 L1411.64 1006.81 L1390.71 1012.68 L1369.78 1018.65 L1348.85 1024.84 L1327.92 1031.28 L1307 1037.71 L1286.07 1044.43 L1265.14 1049.81 \n",
       "  L1244.21 1058.01 L1223.29 1065.92 L1202.36 1072.87 L1181.43 1076.83 L1160.5 1082.21 L1139.57 1090.23 L1118.65 1095.86 L1097.72 1101.47 L1076.79 1108.29 L1055.86 1114.12 \n",
       "  L1034.94 1119.16 L1014.01 1123.77 L993.08 1129.99 L972.152 1137.9 L951.225 1146.44 L930.297 1154.99 L909.369 1163 L888.442 1168.77 L867.514 1177.19 L846.586 1183.85 \n",
       "  L825.658 1194.31 L804.731 1203.57 L783.803 1210.04 L762.875 1218.71 L741.947 1225.53 L721.02 1232.74 L700.092 1239.22 L679.164 1245.96 L658.236 1253.37 L637.309 1260.56 \n",
       "  L616.381 1269.83 L595.453 1277.54 L574.525 1286.68 L553.598 1295.48 L532.67 1305.86 L511.742 1313.83 L490.814 1322.84 L469.887 1332.61 L448.959 1342.45 L428.031 1350.84 \n",
       "  L407.103 1359.44 L386.176 1371.76 L365.248 1379.82 L344.32 1386.68 L323.392 1395.73 L302.465 1406.49 L281.537 1417.77 L260.609 1428.06 L239.681 1437.6 L218.754 1447.87 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  218.754,1188.08 239.681,1181.56 260.609,1175.03 281.537,1168.5 302.465,1161.97 323.392,1155.44 344.32,1148.92 365.248,1142.39 386.176,1135.86 407.103,1129.33 \n",
       "  428.031,1122.8 448.959,1116.28 469.887,1109.75 490.814,1103.22 511.742,1096.69 532.67,1090.16 553.598,1083.64 574.525,1077.11 595.453,1070.58 616.381,1064.05 \n",
       "  637.309,1057.52 658.236,1050.99 679.164,1044.47 700.092,1037.94 721.02,1031.41 741.947,1024.88 762.875,1018.35 783.803,1011.83 804.731,1005.3 825.658,998.771 \n",
       "  846.586,992.243 867.514,985.715 888.442,979.186 909.369,972.658 930.297,966.13 951.225,959.602 972.152,953.074 993.08,946.546 1014.01,940.018 1034.94,933.49 \n",
       "  1055.86,926.962 1076.79,920.434 1097.72,913.906 1118.65,907.378 1139.57,900.85 1160.5,894.322 1181.43,887.794 1202.36,881.266 1223.29,874.738 1244.21,868.21 \n",
       "  1265.14,861.682 1286.07,855.154 1307,848.626 1327.92,842.098 1348.85,835.57 1369.78,829.042 1390.71,822.514 1411.64,815.985 1432.56,809.457 1453.49,802.929 \n",
       "  1474.42,796.401 1495.35,789.873 1516.27,783.345 1537.2,776.817 1558.13,770.289 1579.06,763.761 1599.98,757.233 1620.91,750.705 1641.84,744.177 1662.77,737.649 \n",
       "  1683.7,731.121 1704.62,724.593 1725.55,718.065 1746.48,711.537 1767.41,705.009 1788.33,698.481 1809.26,691.953 1830.19,685.425 1851.12,678.897 1872.05,672.369 \n",
       "  1892.97,665.841 1913.9,659.313 1934.83,652.785 1955.76,646.256 1976.68,639.728 1997.61,633.2 2018.54,626.672 2039.47,620.144 2060.4,613.616 2081.32,607.088 \n",
       "  2102.25,600.56 2123.18,594.032 2144.11,587.504 2165.03,580.976 2185.96,574.448 2206.89,567.92 2227.82,561.392 2248.75,554.864 2269.67,548.336 2290.6,541.808 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip442)\" d=\"\n",
       "M218.754 1188.08 L239.681 1181.56 L260.609 1175.03 L281.537 1168.5 L302.465 1161.97 L323.392 1155.44 L344.32 1148.92 L365.248 1142.39 L386.176 1135.86 L407.103 1129.33 \n",
       "  L428.031 1122.8 L448.959 1116.28 L469.887 1109.75 L490.814 1103.22 L511.742 1096.69 L532.67 1090.16 L553.598 1083.64 L574.525 1077.11 L595.453 1070.58 L616.381 1064.05 \n",
       "  L637.309 1057.52 L658.236 1050.99 L679.164 1044.47 L700.092 1037.94 L721.02 1031.41 L741.947 1024.88 L762.875 1018.35 L783.803 1011.83 L804.731 1005.3 L825.658 998.771 \n",
       "  L846.586 992.243 L867.514 985.715 L888.442 979.186 L909.369 972.658 L930.297 966.13 L951.225 959.602 L972.152 953.074 L993.08 946.546 L1014.01 940.018 L1034.94 933.49 \n",
       "  L1055.86 926.962 L1076.79 920.434 L1097.72 913.906 L1118.65 907.378 L1139.57 900.85 L1160.5 894.322 L1181.43 887.794 L1202.36 881.266 L1223.29 874.738 L1244.21 868.21 \n",
       "  L1265.14 861.682 L1286.07 855.154 L1307 848.626 L1327.92 842.098 L1348.85 835.57 L1369.78 829.042 L1390.71 822.514 L1411.64 815.985 L1432.56 809.457 L1453.49 802.929 \n",
       "  L1474.42 796.401 L1495.35 789.873 L1516.27 783.345 L1537.2 776.817 L1558.13 770.289 L1579.06 763.761 L1599.98 757.233 L1620.91 750.705 L1641.84 744.177 L1662.77 737.649 \n",
       "  L1683.7 731.121 L1704.62 724.593 L1725.55 718.065 L1746.48 711.537 L1767.41 705.009 L1788.33 698.481 L1809.26 691.953 L1830.19 685.425 L1851.12 678.897 L1872.05 672.369 \n",
       "  L1892.97 665.841 L1913.9 659.313 L1934.83 652.785 L1955.76 646.256 L1976.68 639.728 L1997.61 633.2 L2018.54 626.672 L2039.47 620.144 L2060.4 613.616 L2081.32 607.088 \n",
       "  L2102.25 600.56 L2123.18 594.032 L2144.11 587.504 L2165.03 580.976 L2185.96 574.448 L2206.89 567.92 L2227.82 561.392 L2248.75 554.864 L2269.67 548.336 L2290.6 541.808 \n",
       "  L2290.6 189.769 L2269.67 201.112 L2248.75 212.455 L2227.82 222.668 L2206.89 233.67 L2185.96 245.494 L2165.03 257.832 L2144.11 269.182 L2123.18 278.008 L2102.25 288.676 \n",
       "  L2081.32 299.725 L2060.4 311.16 L2039.47 321.647 L2018.54 332.475 L1997.61 341.52 L1976.68 350.524 L1955.76 363.091 L1934.83 375.023 L1913.9 385.87 L1892.97 396.444 \n",
       "  L1872.05 407.259 L1851.12 416.227 L1830.19 424.163 L1809.26 432.12 L1788.33 440.111 L1767.41 450.644 L1746.48 461.527 L1725.55 472.462 L1704.62 483.93 L1683.7 494.045 \n",
       "  L1662.77 504.85 L1641.84 513.937 L1620.91 520.706 L1599.98 531.004 L1579.06 543.339 L1558.13 555.782 L1537.2 567.625 L1516.27 575.707 L1495.35 584.908 L1474.42 593.667 \n",
       "  L1453.49 602.624 L1432.56 611.819 L1411.64 619.396 L1390.71 627.308 L1369.78 635.35 L1348.85 642.913 L1327.92 652.519 L1307 662.073 L1286.07 670.356 L1265.14 679.765 \n",
       "  L1244.21 687.292 L1223.29 692.817 L1202.36 700.578 L1181.43 708.6 L1160.5 715.161 L1139.57 723.045 L1118.65 730.834 L1097.72 738.979 L1076.79 744.639 L1055.86 751.832 \n",
       "  L1034.94 759.044 L1014.01 765.612 L993.08 772.891 L972.152 778.272 L951.225 784.731 L930.297 790.158 L909.369 795.339 L888.442 801.367 L867.514 808.149 L846.586 813.392 \n",
       "  L825.658 817.185 L804.731 822.574 L783.803 826.219 L762.875 829.355 L741.947 833.406 L721.02 838.203 L700.092 842.391 L679.164 847.812 L658.236 852.727 L637.309 855.912 \n",
       "  L616.381 860.845 L595.453 865.753 L574.525 868.057 L553.598 873.502 L532.67 880.529 L511.742 884.282 L490.814 887.794 L469.887 891.072 L448.959 893.214 L428.031 896.137 \n",
       "  L407.103 898.37 L386.176 901.983 L365.248 904.941 L344.32 906.895 L323.392 909.595 L302.465 912.706 L281.537 915.297 L260.609 918.098 L239.681 920.966 L218.754 923.848 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip442)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  218.754,1188.08 239.681,1181.56 260.609,1175.03 281.537,1168.5 302.465,1161.97 323.392,1155.44 344.32,1148.92 365.248,1142.39 386.176,1135.86 407.103,1129.33 \n",
       "  428.031,1122.8 448.959,1116.28 469.887,1109.75 490.814,1103.22 511.742,1096.69 532.67,1090.16 553.598,1083.64 574.525,1077.11 595.453,1070.58 616.381,1064.05 \n",
       "  637.309,1057.52 658.236,1050.99 679.164,1044.47 700.092,1037.94 721.02,1031.41 741.947,1024.88 762.875,1018.35 783.803,1011.83 804.731,1005.3 825.658,998.771 \n",
       "  846.586,992.243 867.514,985.715 888.442,979.186 909.369,972.658 930.297,966.13 951.225,959.602 972.152,953.074 993.08,946.546 1014.01,940.018 1034.94,933.49 \n",
       "  1055.86,926.962 1076.79,920.434 1097.72,913.906 1118.65,907.378 1139.57,900.85 1160.5,894.322 1181.43,887.794 1202.36,881.266 1223.29,874.738 1244.21,868.21 \n",
       "  1265.14,861.682 1286.07,855.154 1307,848.626 1327.92,842.098 1348.85,835.57 1369.78,829.042 1390.71,822.514 1411.64,815.985 1432.56,809.457 1453.49,802.929 \n",
       "  1474.42,796.401 1495.35,789.873 1516.27,783.345 1537.2,776.817 1558.13,770.289 1579.06,763.761 1599.98,757.233 1620.91,750.705 1641.84,744.177 1662.77,737.649 \n",
       "  1683.7,731.121 1704.62,724.593 1725.55,718.065 1746.48,711.537 1767.41,705.009 1788.33,698.481 1809.26,691.953 1830.19,685.425 1851.12,678.897 1872.05,672.369 \n",
       "  1892.97,665.841 1913.9,659.313 1934.83,652.785 1955.76,646.256 1976.68,639.728 1997.61,633.2 2018.54,626.672 2039.47,620.144 2060.4,613.616 2081.32,607.088 \n",
       "  2102.25,600.56 2123.18,594.032 2144.11,587.504 2165.03,580.976 2185.96,574.448 2206.89,567.92 2227.82,561.392 2248.75,554.864 2269.67,548.336 2290.6,541.808 \n",
       "  \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mass_seq = range(extrema(d.mass_std)...; length=100)\n",
    "l = [\n",
    "    @. r.a + r.b * mass_seq\n",
    "    for r ∈ eachrow(m7_1)\n",
    "]\n",
    "l = vcat(l'...)\n",
    "μ = mean.(eachcol(l))\n",
    "ci = PI.(eachcol(l))\n",
    "ci = vcat(ci'...)\n",
    "\n",
    "scatter(d.mass_std, d.brain_std; title=\"1: R² = $(round(R2_is_bad(m7_1); digits=3))\")\n",
    "plot!(mass_seq, [μ μ]; fillrange=ci, c=:black, fillalpha=0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "863910ae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "brain_plot (generic function with 1 method)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# reimplemented the brand_plot function to check my results\n",
    "function brain_plot(df; sigma=missing)\n",
    "    degree = ncol(df[!,r\"b\"])\n",
    "    # build mass_seq*degree matrix, with each col exponentiated to col's index\n",
    "    t = repeat(mass_seq, 1, degree)\n",
    "    t = hcat(map(.^, eachcol(t), 1:degree)...)\n",
    "    l = [\n",
    "        r.a .+ t * collect(r[r\"b\"])\n",
    "        for r ∈ eachrow(df)\n",
    "    ]\n",
    "    l = vcat(l'...)\n",
    "    μ = mean.(eachcol(l))\n",
    "    ci = PI.(eachcol(l))\n",
    "    ci = vcat(ci'...)\n",
    "\n",
    "    r2 = round(R2_is_bad(df, sigma=sigma); digits=3)\n",
    "    scatter(d.mass_std, d.brain_std; title=\"$degree: R² = $r2\")\n",
    "    plot!(mass_seq, [μ μ]; fillrange=ci, c=:black, fillalpha=0.3)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "98a49254",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"1000\" height=\"600\" viewBox=\"0 0 4000 2400\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip480\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"4000\" height=\"2400\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M0 2400 L4000 2400 L4000 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip481\">\n",
       "    <rect x=\"800\" y=\"0\" width=\"2801\" height=\"2400\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M202.274 1081.9 L1293.96 1081.9 L1293.96 117.424 L202.274 117.424  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip482\">\n",
       "    <rect x=\"202\" y=\"117\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  236.867,1081.9 236.867,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  448.77,1081.9 448.77,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  660.673,1081.9 660.673,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  872.576,1081.9 872.576,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1084.48,1081.9 1084.48,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1081.9 1293.96,1081.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  236.867,1081.9 236.867,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  448.77,1081.9 448.77,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  660.673,1081.9 660.673,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  872.576,1081.9 872.576,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1084.48,1081.9 1084.48,1063.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M183.395 1140.28 L213.071 1140.28 L213.071 1144.21 L183.395 1144.21 L183.395 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M223.974 1153.17 L231.612 1153.17 L231.612 1126.8 L223.302 1128.47 L223.302 1124.21 L231.566 1122.54 L236.242 1122.54 L236.242 1153.17 L243.881 1153.17 L243.881 1157.1 L223.974 1157.1 L223.974 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M253.325 1151.22 L258.21 1151.22 L258.21 1157.1 L253.325 1157.1 L253.325 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M278.395 1125.62 Q274.783 1125.62 272.955 1129.19 Q271.149 1132.73 271.149 1139.86 Q271.149 1146.97 272.955 1150.53 Q274.783 1154.07 278.395 1154.07 Q282.029 1154.07 283.834 1150.53 Q285.663 1146.97 285.663 1139.86 Q285.663 1132.73 283.834 1129.19 Q282.029 1125.62 278.395 1125.62 M278.395 1121.92 Q284.205 1121.92 287.26 1126.53 Q290.339 1131.11 290.339 1139.86 Q290.339 1148.59 287.26 1153.19 Q284.205 1157.78 278.395 1157.78 Q272.584 1157.78 269.506 1153.19 Q266.45 1148.59 266.45 1139.86 Q266.45 1131.11 269.506 1126.53 Q272.584 1121.92 278.395 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M395.796 1140.28 L425.472 1140.28 L425.472 1144.21 L395.796 1144.21 L395.796 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M445.564 1125.62 Q441.953 1125.62 440.124 1129.19 Q438.319 1132.73 438.319 1139.86 Q438.319 1146.97 440.124 1150.53 Q441.953 1154.07 445.564 1154.07 Q449.198 1154.07 451.004 1150.53 Q452.833 1146.97 452.833 1139.86 Q452.833 1132.73 451.004 1129.19 Q449.198 1125.62 445.564 1125.62 M445.564 1121.92 Q451.374 1121.92 454.43 1126.53 Q457.508 1131.11 457.508 1139.86 Q457.508 1148.59 454.43 1153.19 Q451.374 1157.78 445.564 1157.78 Q439.754 1157.78 436.675 1153.19 Q433.62 1148.59 433.62 1139.86 Q433.62 1131.11 436.675 1126.53 Q439.754 1121.92 445.564 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M465.726 1151.22 L470.61 1151.22 L470.61 1157.1 L465.726 1157.1 L465.726 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M480.842 1122.54 L499.198 1122.54 L499.198 1126.48 L485.124 1126.48 L485.124 1134.95 Q486.143 1134.6 487.161 1134.44 Q488.18 1134.26 489.198 1134.26 Q494.985 1134.26 498.365 1137.43 Q501.744 1140.6 501.744 1146.02 Q501.744 1151.59 498.272 1154.7 Q494.8 1157.78 488.481 1157.78 Q486.305 1157.78 484.036 1157.4 Q481.791 1157.03 479.383 1156.29 L479.383 1151.59 Q481.467 1152.73 483.689 1153.28 Q485.911 1153.84 488.388 1153.84 Q492.393 1153.84 494.73 1151.73 Q497.068 1149.63 497.068 1146.02 Q497.068 1142.4 494.73 1140.3 Q492.393 1138.19 488.388 1138.19 Q486.513 1138.19 484.638 1138.61 Q482.786 1139.03 480.842 1139.9 L480.842 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M638.058 1125.62 Q634.446 1125.62 632.618 1129.19 Q630.812 1132.73 630.812 1139.86 Q630.812 1146.97 632.618 1150.53 Q634.446 1154.07 638.058 1154.07 Q641.692 1154.07 643.497 1150.53 Q645.326 1146.97 645.326 1139.86 Q645.326 1132.73 643.497 1129.19 Q641.692 1125.62 638.058 1125.62 M638.058 1121.92 Q643.868 1121.92 646.923 1126.53 Q650.002 1131.11 650.002 1139.86 Q650.002 1148.59 646.923 1153.19 Q643.868 1157.78 638.058 1157.78 Q632.247 1157.78 629.169 1153.19 Q626.113 1148.59 626.113 1139.86 Q626.113 1131.11 629.169 1126.53 Q632.247 1121.92 638.058 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M658.219 1151.22 L663.104 1151.22 L663.104 1157.1 L658.219 1157.1 L658.219 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M683.289 1125.62 Q679.678 1125.62 677.849 1129.19 Q676.043 1132.73 676.043 1139.86 Q676.043 1146.97 677.849 1150.53 Q679.678 1154.07 683.289 1154.07 Q686.923 1154.07 688.729 1150.53 Q690.557 1146.97 690.557 1139.86 Q690.557 1132.73 688.729 1129.19 Q686.923 1125.62 683.289 1125.62 M683.289 1121.92 Q689.099 1121.92 692.154 1126.53 Q695.233 1131.11 695.233 1139.86 Q695.233 1148.59 692.154 1153.19 Q689.099 1157.78 683.289 1157.78 Q677.479 1157.78 674.4 1153.19 Q671.344 1148.59 671.344 1139.86 Q671.344 1131.11 674.4 1126.53 Q677.479 1121.92 683.289 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M850.458 1125.62 Q846.847 1125.62 845.018 1129.19 Q843.213 1132.73 843.213 1139.86 Q843.213 1146.97 845.018 1150.53 Q846.847 1154.07 850.458 1154.07 Q854.092 1154.07 855.898 1150.53 Q857.727 1146.97 857.727 1139.86 Q857.727 1132.73 855.898 1129.19 Q854.092 1125.62 850.458 1125.62 M850.458 1121.92 Q856.268 1121.92 859.324 1126.53 Q862.403 1131.11 862.403 1139.86 Q862.403 1148.59 859.324 1153.19 Q856.268 1157.78 850.458 1157.78 Q844.648 1157.78 841.569 1153.19 Q838.514 1148.59 838.514 1139.86 Q838.514 1131.11 841.569 1126.53 Q844.648 1121.92 850.458 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M870.62 1151.22 L875.504 1151.22 L875.504 1157.1 L870.62 1157.1 L870.62 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M885.736 1122.54 L904.092 1122.54 L904.092 1126.48 L890.018 1126.48 L890.018 1134.95 Q891.037 1134.6 892.055 1134.44 Q893.074 1134.26 894.092 1134.26 Q899.879 1134.26 903.259 1137.43 Q906.638 1140.6 906.638 1146.02 Q906.638 1151.59 903.166 1154.7 Q899.694 1157.78 893.375 1157.78 Q891.199 1157.78 888.93 1157.4 Q886.685 1157.03 884.277 1156.29 L884.277 1151.59 Q886.361 1152.73 888.583 1153.28 Q890.805 1153.84 893.282 1153.84 Q897.287 1153.84 899.625 1151.73 Q901.963 1149.63 901.963 1146.02 Q901.963 1142.4 899.625 1140.3 Q897.287 1138.19 893.282 1138.19 Q891.407 1138.19 889.532 1138.61 Q887.68 1139.03 885.736 1139.9 L885.736 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1051.63 1153.17 L1059.27 1153.17 L1059.27 1126.8 L1050.96 1128.47 L1050.96 1124.21 L1059.22 1122.54 L1063.9 1122.54 L1063.9 1153.17 L1071.54 1153.17 L1071.54 1157.1 L1051.63 1157.1 L1051.63 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1080.98 1151.22 L1085.87 1151.22 L1085.87 1157.1 L1080.98 1157.1 L1080.98 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1106.05 1125.62 Q1102.44 1125.62 1100.61 1129.19 Q1098.81 1132.73 1098.81 1139.86 Q1098.81 1146.97 1100.61 1150.53 Q1102.44 1154.07 1106.05 1154.07 Q1109.69 1154.07 1111.49 1150.53 Q1113.32 1146.97 1113.32 1139.86 Q1113.32 1132.73 1111.49 1129.19 Q1109.69 1125.62 1106.05 1125.62 M1106.05 1121.92 Q1111.86 1121.92 1114.92 1126.53 Q1118 1131.11 1118 1139.86 Q1118 1148.59 1114.92 1153.19 Q1111.86 1157.78 1106.05 1157.78 Q1100.24 1157.78 1097.16 1153.19 Q1094.11 1148.59 1094.11 1139.86 Q1094.11 1131.11 1097.16 1126.53 Q1100.24 1121.92 1106.05 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,1051.56 1293.96,1051.56 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,824.853 1293.96,824.853 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,598.142 1293.96,598.142 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,371.432 1293.96,371.432 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,144.721 1293.96,144.721 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1081.9 202.274,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1051.56 221.172,1051.56 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,824.853 221.172,824.853 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,598.142 221.172,598.142 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,371.432 221.172,371.432 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,144.721 221.172,144.721 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M86.6956 1037.36 Q83.0845 1037.36 81.2558 1040.93 Q79.4503 1044.47 79.4503 1051.6 Q79.4503 1058.71 81.2558 1062.27 Q83.0845 1065.81 86.6956 1065.81 Q90.3298 1065.81 92.1354 1062.27 Q93.9641 1058.71 93.9641 1051.6 Q93.9641 1044.47 92.1354 1040.93 Q90.3298 1037.36 86.6956 1037.36 M86.6956 1033.66 Q92.5057 1033.66 95.5613 1038.27 Q98.64 1042.85 98.64 1051.6 Q98.64 1060.33 95.5613 1064.93 Q92.5057 1069.52 86.6956 1069.52 Q80.8854 1069.52 77.8068 1064.93 Q74.7512 1060.33 74.7512 1051.6 Q74.7512 1042.85 77.8068 1038.27 Q80.8854 1033.66 86.6956 1033.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M106.858 1062.96 L111.742 1062.96 L111.742 1068.84 L106.858 1068.84 L106.858 1062.96 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M125.955 1064.91 L142.274 1064.91 L142.274 1068.84 L120.33 1068.84 L120.33 1064.91 Q122.992 1062.15 127.575 1057.52 Q132.181 1052.87 133.362 1051.53 Q135.607 1049.01 136.487 1047.27 Q137.39 1045.51 137.39 1043.82 Q137.39 1041.07 135.445 1039.33 Q133.524 1037.59 130.422 1037.59 Q128.223 1037.59 125.769 1038.36 Q123.339 1039.12 120.561 1040.67 L120.561 1035.95 Q123.385 1034.82 125.839 1034.24 Q128.293 1033.66 130.33 1033.66 Q135.7 1033.66 138.894 1036.34 Q142.089 1039.03 142.089 1043.52 Q142.089 1045.65 141.279 1047.57 Q140.492 1049.47 138.385 1052.06 Q137.806 1052.73 134.705 1055.95 Q131.603 1059.14 125.955 1064.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M84.6123 810.652 Q81.0012 810.652 79.1725 814.217 Q77.3669 817.758 77.3669 824.888 Q77.3669 831.994 79.1725 835.559 Q81.0012 839.101 84.6123 839.101 Q88.2465 839.101 90.0521 835.559 Q91.8808 831.994 91.8808 824.888 Q91.8808 817.758 90.0521 814.217 Q88.2465 810.652 84.6123 810.652 M84.6123 806.948 Q90.4224 806.948 93.478 811.555 Q96.5567 816.138 96.5567 824.888 Q96.5567 833.615 93.478 838.221 Q90.4224 842.804 84.6123 842.804 Q78.8021 842.804 75.7234 838.221 Q72.6679 833.615 72.6679 824.888 Q72.6679 816.138 75.7234 811.555 Q78.8021 806.948 84.6123 806.948 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M104.774 836.254 L109.658 836.254 L109.658 842.133 L104.774 842.133 L104.774 836.254 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M132.691 811.647 L120.885 830.096 L132.691 830.096 L132.691 811.647 M131.464 807.573 L137.343 807.573 L137.343 830.096 L142.274 830.096 L142.274 833.985 L137.343 833.985 L137.343 842.133 L132.691 842.133 L132.691 833.985 L117.089 833.985 L117.089 829.471 L131.464 807.573 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M84.9363 583.941 Q81.3253 583.941 79.4966 587.506 Q77.691 591.047 77.691 598.177 Q77.691 605.283 79.4966 608.848 Q81.3253 612.39 84.9363 612.39 Q88.5706 612.39 90.3761 608.848 Q92.2048 605.283 92.2048 598.177 Q92.2048 591.047 90.3761 587.506 Q88.5706 583.941 84.9363 583.941 M84.9363 580.237 Q90.7465 580.237 93.802 584.844 Q96.8807 589.427 96.8807 598.177 Q96.8807 606.904 93.802 611.51 Q90.7465 616.094 84.9363 616.094 Q79.1262 616.094 76.0475 611.51 Q72.992 606.904 72.992 598.177 Q72.992 589.427 76.0475 584.844 Q79.1262 580.237 84.9363 580.237 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M105.098 609.543 L109.983 609.543 L109.983 615.422 L105.098 615.422 L105.098 609.543 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M130.746 596.279 Q127.598 596.279 125.746 598.432 Q123.918 600.584 123.918 604.334 Q123.918 608.061 125.746 610.237 Q127.598 612.39 130.746 612.39 Q133.894 612.39 135.723 610.237 Q137.575 608.061 137.575 604.334 Q137.575 600.584 135.723 598.432 Q133.894 596.279 130.746 596.279 M140.029 581.626 L140.029 585.885 Q138.269 585.052 136.464 584.612 Q134.681 584.172 132.922 584.172 Q128.293 584.172 125.839 587.297 Q123.408 590.422 123.061 596.742 Q124.427 594.728 126.487 593.663 Q128.547 592.575 131.024 592.575 Q136.232 592.575 139.242 595.747 Q142.274 598.895 142.274 604.334 Q142.274 609.658 139.126 612.876 Q135.978 616.094 130.746 616.094 Q124.751 616.094 121.58 611.51 Q118.408 606.904 118.408 598.177 Q118.408 589.983 122.297 585.122 Q126.186 580.237 132.737 580.237 Q134.496 580.237 136.279 580.585 Q138.084 580.932 140.029 581.626 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M85.191 357.23 Q81.5799 357.23 79.7512 360.795 Q77.9456 364.337 77.9456 371.466 Q77.9456 378.573 79.7512 382.137 Q81.5799 385.679 85.191 385.679 Q88.8252 385.679 90.6308 382.137 Q92.4595 378.573 92.4595 371.466 Q92.4595 364.337 90.6308 360.795 Q88.8252 357.23 85.191 357.23 M85.191 353.527 Q91.0011 353.527 94.0567 358.133 Q97.1354 362.716 97.1354 371.466 Q97.1354 380.193 94.0567 384.8 Q91.0011 389.383 85.191 389.383 Q79.3808 389.383 76.3021 384.8 Q73.2466 380.193 73.2466 371.466 Q73.2466 362.716 76.3021 358.133 Q79.3808 353.527 85.191 353.527 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M105.353 382.832 L110.237 382.832 L110.237 388.712 L105.353 388.712 L105.353 382.832 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M130.422 372.3 Q127.089 372.3 125.168 374.082 Q123.269 375.864 123.269 378.989 Q123.269 382.114 125.168 383.897 Q127.089 385.679 130.422 385.679 Q133.756 385.679 135.677 383.897 Q137.598 382.091 137.598 378.989 Q137.598 375.864 135.677 374.082 Q133.779 372.3 130.422 372.3 M125.746 370.309 Q122.737 369.568 121.047 367.508 Q119.381 365.448 119.381 362.485 Q119.381 358.341 122.32 355.934 Q125.283 353.527 130.422 353.527 Q135.584 353.527 138.524 355.934 Q141.464 358.341 141.464 362.485 Q141.464 365.448 139.774 367.508 Q138.107 369.568 135.121 370.309 Q138.501 371.096 140.376 373.388 Q142.274 375.679 142.274 378.989 Q142.274 384.012 139.195 386.698 Q136.14 389.383 130.422 389.383 Q124.705 389.383 121.626 386.698 Q118.57 384.012 118.57 378.989 Q118.57 375.679 120.469 373.388 Q122.367 371.096 125.746 370.309 M124.033 362.925 Q124.033 365.61 125.7 367.114 Q127.39 368.619 130.422 368.619 Q133.431 368.619 135.121 367.114 Q136.834 365.61 136.834 362.925 Q136.834 360.239 135.121 358.735 Q133.431 357.23 130.422 357.23 Q127.39 357.23 125.7 358.735 Q124.033 360.239 124.033 362.925 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M75.9086 158.066 L83.5475 158.066 L83.5475 131.7 L75.2373 133.367 L75.2373 129.107 L83.5012 127.441 L88.1771 127.441 L88.1771 158.066 L95.8159 158.066 L95.8159 162.001 L75.9086 162.001 L75.9086 158.066 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M105.26 156.121 L110.145 156.121 L110.145 162.001 L105.26 162.001 L105.26 156.121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M130.33 130.519 Q126.719 130.519 124.89 134.084 Q123.084 137.626 123.084 144.755 Q123.084 151.862 124.89 155.427 Q126.719 158.968 130.33 158.968 Q133.964 158.968 135.769 155.427 Q137.598 151.862 137.598 144.755 Q137.598 137.626 135.769 134.084 Q133.964 130.519 130.33 130.519 M130.33 126.816 Q136.14 126.816 139.195 131.422 Q142.274 136.005 142.274 144.755 Q142.274 153.482 139.195 158.089 Q136.14 162.672 130.33 162.672 Q124.519 162.672 121.441 158.089 Q118.385 153.482 118.385 144.755 Q118.385 136.005 121.441 131.422 Q124.519 126.816 130.33 126.816 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M478.59 65.6895 L491.958 65.6895 L491.958 19.5497 L477.415 22.4663 L477.415 15.0127 L491.877 12.096 L500.06 12.096 L500.06 65.6895 L513.428 65.6895 L513.428 72.576 L478.59 72.576 L478.59 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M530.806 62.2867 L539.353 62.2867 L539.353 72.576 L530.806 72.576 L530.806 62.2867 M530.806 29.6769 L539.353 29.6769 L539.353 39.9662 L530.806 39.9662 L530.806 29.6769 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M612.229 44.2197 Q614.862 45.1109 617.333 48.0275 Q619.845 50.9442 622.356 56.0483 L630.661 72.576 L621.87 72.576 L614.133 57.061 Q611.135 50.9847 608.3 48.9997 Q605.505 47.0148 600.644 47.0148 L591.732 47.0148 L591.732 72.576 L583.549 72.576 L583.549 12.096 L602.021 12.096 Q612.391 12.096 617.495 16.4305 Q622.6 20.7649 622.6 29.5149 Q622.6 35.2267 619.926 38.994 Q617.293 42.7613 612.229 44.2197 M591.732 18.8205 L591.732 40.2903 L602.021 40.2903 Q607.935 40.2903 610.933 37.5762 Q613.971 34.8216 613.971 29.5149 Q613.971 24.2082 610.933 21.5346 Q607.935 18.8205 602.021 18.8205 L591.732 18.8205 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M643.907 40.8979 L661.083 40.8979 L661.083 45.516 L636.859 45.516 L636.859 41.06 Q638.236 39.8042 640.788 37.5357 Q654.723 25.1804 654.723 21.3726 Q654.723 18.699 652.617 17.0786 Q650.51 15.4177 647.067 15.4177 Q644.961 15.4177 642.489 16.1469 Q640.018 16.8356 637.102 18.2534 L637.102 13.2708 Q640.221 12.1365 642.895 11.5694 Q645.609 11.0023 647.918 11.0023 Q653.791 11.0023 657.316 13.6759 Q660.84 16.3494 660.84 20.7244 Q660.84 26.3552 647.432 37.8598 Q645.163 39.8042 643.907 40.8979 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M701.471 34.9026 L753.403 34.9026 L753.403 41.7081 L701.471 41.7081 L701.471 34.9026 M701.471 51.4303 L753.403 51.4303 L753.403 58.3168 L701.471 58.3168 L701.471 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M814.936 17.4837 Q808.617 17.4837 805.417 23.7221 Q802.257 29.92 802.257 42.3968 Q802.257 54.833 805.417 61.0714 Q808.617 67.2693 814.936 67.2693 Q821.296 67.2693 824.456 61.0714 Q827.656 54.833 827.656 42.3968 Q827.656 29.92 824.456 23.7221 Q821.296 17.4837 814.936 17.4837 M814.936 11.0023 Q825.104 11.0023 830.451 19.0636 Q835.839 27.0843 835.839 42.3968 Q835.839 57.6687 830.451 65.73 Q825.104 73.7508 814.936 73.7508 Q804.769 73.7508 799.381 65.73 Q794.034 57.6687 794.034 42.3968 Q794.034 27.0843 799.381 19.0636 Q804.769 11.0023 814.936 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M850.22 62.2867 L858.767 62.2867 L858.767 72.576 L850.22 72.576 L850.22 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M899.074 19.2256 L878.414 51.5113 L899.074 51.5113 L899.074 19.2256 M896.927 12.096 L907.216 12.096 L907.216 51.5113 L915.844 51.5113 L915.844 58.3168 L907.216 58.3168 L907.216 72.576 L899.074 72.576 L899.074 58.3168 L871.771 58.3168 L871.771 50.4176 L896.927 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M929.618 71.3202 L929.618 63.8666 Q932.696 65.3249 935.856 66.0946 Q939.016 66.8642 942.054 66.8642 Q950.156 66.8642 954.409 61.436 Q958.703 55.9673 959.311 44.8678 Q956.961 48.3516 953.356 50.215 Q949.751 52.0784 945.376 52.0784 Q936.302 52.0784 930.995 46.6097 Q925.729 41.1005 925.729 31.5808 Q925.729 22.2638 931.238 16.633 Q936.747 11.0023 945.902 11.0023 Q956.394 11.0023 961.903 19.0636 Q967.453 27.0843 967.453 42.3968 Q967.453 56.6965 960.647 65.2439 Q953.882 73.7508 942.418 73.7508 Q939.34 73.7508 936.18 73.1431 Q933.02 72.5355 929.618 71.3202 M945.902 45.678 Q951.411 45.678 954.612 41.9107 Q957.852 38.1433 957.852 31.5808 Q957.852 25.0589 954.612 21.2916 Q951.411 17.4837 945.902 17.4837 Q940.393 17.4837 937.152 21.2916 Q933.952 25.0589 933.952 31.5808 Q933.952 38.1433 937.152 41.9107 Q940.393 45.678 945.902 45.678 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M982.239 12.096 L1014.36 12.096 L1014.36 18.9825 L989.733 18.9825 L989.733 33.8088 Q991.515 33.2012 993.298 32.9176 Q995.08 32.5936 996.863 32.5936 Q1006.99 32.5936 1012.9 38.1433 Q1018.82 43.6931 1018.82 53.1722 Q1018.82 62.9348 1012.74 68.3631 Q1006.67 73.7508 995.607 73.7508 Q991.799 73.7508 987.829 73.1026 Q983.9 72.4545 979.687 71.1582 L979.687 62.9348 Q983.333 64.9198 987.221 65.892 Q991.11 66.8642 995.445 66.8642 Q1002.45 66.8642 1006.54 63.1779 Q1010.64 59.4916 1010.64 53.1722 Q1010.64 46.8528 1006.54 43.1664 Q1002.45 39.4801 995.445 39.4801 Q992.164 39.4801 988.882 40.2093 Q985.642 40.9384 982.239 42.4778 L982.239 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip482)\" cx=\"330.33\" cy=\"910.499\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"272.035\" cy=\"898.744\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"233.171\" cy=\"764.397\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"505.218\" cy=\"840.807\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"1049.31\" cy=\"646.843\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"1263.06\" cy=\"546.922\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip482)\" cx=\"971.584\" cy=\"144.721\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip482)\" d=\"\n",
       "M233.171 870.773 L243.574 866.154 L253.977 861.534 L264.38 856.915 L274.783 852.295 L285.186 847.676 L295.588 843.057 L305.991 838.437 L316.394 833.818 L326.797 829.198 \n",
       "  L337.2 824.579 L347.603 819.959 L358.006 815.34 L368.409 810.721 L378.812 806.101 L389.215 801.482 L399.618 796.862 L410.021 792.243 L420.424 787.623 L430.827 783.004 \n",
       "  L441.23 778.385 L451.633 773.765 L462.036 769.146 L472.439 764.526 L482.842 759.907 L493.245 755.287 L503.647 750.668 L514.05 746.049 L524.453 741.429 L534.856 736.81 \n",
       "  L545.259 732.19 L555.662 727.571 L566.065 722.952 L576.468 718.332 L586.871 713.713 L597.274 709.093 L607.677 704.474 L618.08 699.854 L628.483 695.235 L638.886 690.616 \n",
       "  L649.289 685.996 L659.692 681.377 L670.095 676.757 L680.498 672.138 L690.901 667.518 L701.304 662.899 L711.706 658.28 L722.109 653.66 L732.512 649.041 L742.915 644.421 \n",
       "  L753.318 639.802 L763.721 635.182 L774.124 630.563 L784.527 625.944 L794.93 621.324 L805.333 616.705 L815.736 612.085 L826.139 607.466 L836.542 602.847 L846.945 598.227 \n",
       "  L857.348 593.608 L867.751 588.988 L878.154 584.369 L888.557 579.749 L898.96 575.13 L909.363 570.511 L919.765 565.891 L930.168 561.272 L940.571 556.652 L950.974 552.033 \n",
       "  L961.377 547.413 L971.78 542.794 L982.183 538.175 L992.586 533.555 L1002.99 528.936 L1013.39 524.316 L1023.79 519.697 L1034.2 515.077 L1044.6 510.458 L1055 505.839 \n",
       "  L1065.41 501.219 L1075.81 496.6 L1086.21 491.98 L1096.62 487.361 L1107.02 482.742 L1117.42 478.122 L1127.82 473.503 L1138.23 468.883 L1148.63 464.264 L1159.03 459.644 \n",
       "  L1169.44 455.025 L1179.84 450.406 L1190.24 445.786 L1200.65 441.167 L1211.05 436.547 L1221.45 431.928 L1231.85 427.308 L1242.26 422.689 L1252.66 418.07 L1263.06 413.45 \n",
       "  L1263.06 642.594 L1252.66 643.503 L1242.26 645.324 L1231.85 646.532 L1221.45 648.491 L1211.05 651.507 L1200.65 654.14 L1190.24 656.523 L1179.84 658.752 L1169.44 660.956 \n",
       "  L1159.03 663.268 L1148.63 665.466 L1138.23 667.695 L1127.82 669.945 L1117.42 669.678 L1107.02 671.917 L1096.62 674.421 L1086.21 677.881 L1075.81 681.105 L1065.41 683.407 \n",
       "  L1055 686.208 L1044.6 689.47 L1034.2 690.489 L1023.79 692.353 L1013.39 693.806 L1002.99 694.328 L992.586 696.739 L982.183 699.26 L971.78 701.532 L961.377 703.893 \n",
       "  L950.974 705.902 L940.571 708.349 L930.168 711.108 L919.765 713.793 L909.363 716.875 L898.96 718.563 L888.557 721.403 L878.154 725.283 L867.751 729.614 L857.348 733.432 \n",
       "  L846.945 736.564 L836.542 738.939 L826.139 742.499 L815.736 746.655 L805.333 750.874 L794.93 755.259 L784.527 759.817 L774.124 764.366 L763.721 769.121 L753.318 772.93 \n",
       "  L742.915 778.726 L732.512 784.325 L722.109 789.245 L711.706 792.046 L701.304 795.854 L690.901 801.526 L680.498 805.516 L670.095 809.483 L659.692 814.306 L649.289 818.434 \n",
       "  L638.886 822.004 L628.483 825.261 L618.08 829.667 L607.677 835.264 L597.274 841.301 L586.871 847.356 L576.468 853.022 L566.065 857.11 L555.662 863.061 L545.259 867.777 \n",
       "  L534.856 875.177 L524.453 881.73 L514.05 886.308 L503.647 892.447 L493.245 897.268 L482.842 902.371 L472.439 906.962 L462.036 911.731 L451.633 916.969 L441.23 922.056 \n",
       "  L430.827 928.617 L420.424 934.074 L410.021 940.539 L399.618 946.768 L389.215 954.117 L378.812 959.751 L368.409 966.128 L358.006 973.047 L347.603 980.009 L337.2 985.946 \n",
       "  L326.797 992.031 L316.394 1000.75 L305.991 1006.45 L295.588 1011.31 L285.186 1017.71 L274.783 1025.32 L264.38 1033.3 L253.977 1040.58 L243.574 1047.34 L233.171 1054.61 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  233.171,870.773 243.574,866.154 253.977,861.534 264.38,856.915 274.783,852.295 285.186,847.676 295.588,843.057 305.991,838.437 316.394,833.818 326.797,829.198 \n",
       "  337.2,824.579 347.603,819.959 358.006,815.34 368.409,810.721 378.812,806.101 389.215,801.482 399.618,796.862 410.021,792.243 420.424,787.623 430.827,783.004 \n",
       "  441.23,778.385 451.633,773.765 462.036,769.146 472.439,764.526 482.842,759.907 493.245,755.287 503.647,750.668 514.05,746.049 524.453,741.429 534.856,736.81 \n",
       "  545.259,732.19 555.662,727.571 566.065,722.952 576.468,718.332 586.871,713.713 597.274,709.093 607.677,704.474 618.08,699.854 628.483,695.235 638.886,690.616 \n",
       "  649.289,685.996 659.692,681.377 670.095,676.757 680.498,672.138 690.901,667.518 701.304,662.899 711.706,658.28 722.109,653.66 732.512,649.041 742.915,644.421 \n",
       "  753.318,639.802 763.721,635.182 774.124,630.563 784.527,625.944 794.93,621.324 805.333,616.705 815.736,612.085 826.139,607.466 836.542,602.847 846.945,598.227 \n",
       "  857.348,593.608 867.751,588.988 878.154,584.369 888.557,579.749 898.96,575.13 909.363,570.511 919.765,565.891 930.168,561.272 940.571,556.652 950.974,552.033 \n",
       "  961.377,547.413 971.78,542.794 982.183,538.175 992.586,533.555 1002.99,528.936 1013.39,524.316 1023.79,519.697 1034.2,515.077 1044.6,510.458 1055,505.839 \n",
       "  1065.41,501.219 1075.81,496.6 1086.21,491.98 1096.62,487.361 1107.02,482.742 1117.42,478.122 1127.82,473.503 1138.23,468.883 1148.63,464.264 1159.03,459.644 \n",
       "  1169.44,455.025 1179.84,450.406 1190.24,445.786 1200.65,441.167 1211.05,436.547 1221.45,431.928 1231.85,427.308 1242.26,422.689 1252.66,418.07 1263.06,413.45 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip482)\" d=\"\n",
       "M233.171 870.773 L243.574 866.154 L253.977 861.534 L264.38 856.915 L274.783 852.295 L285.186 847.676 L295.588 843.057 L305.991 838.437 L316.394 833.818 L326.797 829.198 \n",
       "  L337.2 824.579 L347.603 819.959 L358.006 815.34 L368.409 810.721 L378.812 806.101 L389.215 801.482 L399.618 796.862 L410.021 792.243 L420.424 787.623 L430.827 783.004 \n",
       "  L441.23 778.385 L451.633 773.765 L462.036 769.146 L472.439 764.526 L482.842 759.907 L493.245 755.287 L503.647 750.668 L514.05 746.049 L524.453 741.429 L534.856 736.81 \n",
       "  L545.259 732.19 L555.662 727.571 L566.065 722.952 L576.468 718.332 L586.871 713.713 L597.274 709.093 L607.677 704.474 L618.08 699.854 L628.483 695.235 L638.886 690.616 \n",
       "  L649.289 685.996 L659.692 681.377 L670.095 676.757 L680.498 672.138 L690.901 667.518 L701.304 662.899 L711.706 658.28 L722.109 653.66 L732.512 649.041 L742.915 644.421 \n",
       "  L753.318 639.802 L763.721 635.182 L774.124 630.563 L784.527 625.944 L794.93 621.324 L805.333 616.705 L815.736 612.085 L826.139 607.466 L836.542 602.847 L846.945 598.227 \n",
       "  L857.348 593.608 L867.751 588.988 L878.154 584.369 L888.557 579.749 L898.96 575.13 L909.363 570.511 L919.765 565.891 L930.168 561.272 L940.571 556.652 L950.974 552.033 \n",
       "  L961.377 547.413 L971.78 542.794 L982.183 538.175 L992.586 533.555 L1002.99 528.936 L1013.39 524.316 L1023.79 519.697 L1034.2 515.077 L1044.6 510.458 L1055 505.839 \n",
       "  L1065.41 501.219 L1075.81 496.6 L1086.21 491.98 L1096.62 487.361 L1107.02 482.742 L1117.42 478.122 L1127.82 473.503 L1138.23 468.883 L1148.63 464.264 L1159.03 459.644 \n",
       "  L1169.44 455.025 L1179.84 450.406 L1190.24 445.786 L1200.65 441.167 L1211.05 436.547 L1221.45 431.928 L1231.85 427.308 L1242.26 422.689 L1252.66 418.07 L1263.06 413.45 \n",
       "  L1263.06 164.338 L1252.66 172.364 L1242.26 180.391 L1231.85 187.618 L1221.45 195.404 L1211.05 203.77 L1200.65 212.501 L1190.24 220.532 L1179.84 226.778 L1169.44 234.327 \n",
       "  L1159.03 242.146 L1148.63 250.237 L1138.23 257.658 L1127.82 265.32 L1117.42 271.721 L1107.02 278.092 L1096.62 286.985 L1086.21 295.428 L1075.81 303.104 L1065.41 310.587 \n",
       "  L1055 318.239 L1044.6 324.585 L1034.2 330.202 L1023.79 335.832 L1013.39 341.486 L1002.99 348.94 L992.586 356.642 L982.183 364.379 L971.78 372.494 L961.377 379.652 \n",
       "  L950.974 387.297 L940.571 393.728 L930.168 398.518 L919.765 405.805 L909.363 414.534 L898.96 423.338 L888.557 431.719 L878.154 437.438 L867.751 443.949 L857.348 450.147 \n",
       "  L846.945 456.485 L836.542 462.992 L826.139 468.353 L815.736 473.952 L805.333 479.643 L794.93 484.995 L784.527 491.792 L774.124 498.553 L763.721 504.414 L753.318 511.073 \n",
       "  L742.915 516.399 L732.512 520.309 L722.109 525.801 L711.706 531.477 L701.304 536.119 L690.901 541.699 L680.498 547.21 L670.095 552.974 L659.692 556.979 L649.289 562.069 \n",
       "  L638.886 567.172 L628.483 571.82 L618.08 576.971 L607.677 580.779 L597.274 585.35 L586.871 589.19 L576.468 592.856 L566.065 597.122 L555.662 601.92 L545.259 605.631 \n",
       "  L534.856 608.314 L524.453 612.129 L514.05 614.707 L503.647 616.926 L493.245 619.794 L482.842 623.188 L472.439 626.151 L462.036 629.987 L451.633 633.465 L441.23 635.719 \n",
       "  L430.827 639.21 L420.424 642.683 L410.021 644.313 L399.618 648.167 L389.215 653.139 L378.812 655.794 L368.409 658.28 L358.006 660.599 L347.603 662.115 L337.2 664.184 \n",
       "  L326.797 665.763 L316.394 668.321 L305.991 670.413 L295.588 671.796 L285.186 673.706 L274.783 675.908 L264.38 677.742 L253.977 679.723 L243.574 681.753 L233.171 683.792 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip482)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  233.171,870.773 243.574,866.154 253.977,861.534 264.38,856.915 274.783,852.295 285.186,847.676 295.588,843.057 305.991,838.437 316.394,833.818 326.797,829.198 \n",
       "  337.2,824.579 347.603,819.959 358.006,815.34 368.409,810.721 378.812,806.101 389.215,801.482 399.618,796.862 410.021,792.243 420.424,787.623 430.827,783.004 \n",
       "  441.23,778.385 451.633,773.765 462.036,769.146 472.439,764.526 482.842,759.907 493.245,755.287 503.647,750.668 514.05,746.049 524.453,741.429 534.856,736.81 \n",
       "  545.259,732.19 555.662,727.571 566.065,722.952 576.468,718.332 586.871,713.713 597.274,709.093 607.677,704.474 618.08,699.854 628.483,695.235 638.886,690.616 \n",
       "  649.289,685.996 659.692,681.377 670.095,676.757 680.498,672.138 690.901,667.518 701.304,662.899 711.706,658.28 722.109,653.66 732.512,649.041 742.915,644.421 \n",
       "  753.318,639.802 763.721,635.182 774.124,630.563 784.527,625.944 794.93,621.324 805.333,616.705 815.736,612.085 826.139,607.466 836.542,602.847 846.945,598.227 \n",
       "  857.348,593.608 867.751,588.988 878.154,584.369 888.557,579.749 898.96,575.13 909.363,570.511 919.765,565.891 930.168,561.272 940.571,556.652 950.974,552.033 \n",
       "  961.377,547.413 971.78,542.794 982.183,538.175 992.586,533.555 1002.99,528.936 1013.39,524.316 1023.79,519.697 1034.2,515.077 1044.6,510.458 1055,505.839 \n",
       "  1065.41,501.219 1075.81,496.6 1086.21,491.98 1096.62,487.361 1107.02,482.742 1117.42,478.122 1127.82,473.503 1138.23,468.883 1148.63,464.264 1159.03,459.644 \n",
       "  1169.44,455.025 1179.84,450.406 1190.24,445.786 1200.65,441.167 1211.05,436.547 1221.45,431.928 1231.85,427.308 1242.26,422.689 1252.66,418.07 1263.06,413.45 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M1513.8 1081.9 L2605.49 1081.9 L2605.49 117.424 L1513.8 117.424  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip483\">\n",
       "    <rect x=\"1513\" y=\"117\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1548.39,1081.9 1548.39,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1760.3,1081.9 1760.3,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1972.2,1081.9 1972.2,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2184.1,1081.9 2184.1,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2396.01,1081.9 2396.01,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,1081.9 2605.49,1081.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1548.39,1081.9 1548.39,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1760.3,1081.9 1760.3,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1972.2,1081.9 1972.2,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2184.1,1081.9 2184.1,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2396.01,1081.9 2396.01,1063.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M1494.92 1140.28 L1524.6 1140.28 L1524.6 1144.21 L1494.92 1144.21 L1494.92 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1535.5 1153.17 L1543.14 1153.17 L1543.14 1126.8 L1534.83 1128.47 L1534.83 1124.21 L1543.09 1122.54 L1547.77 1122.54 L1547.77 1153.17 L1555.41 1153.17 L1555.41 1157.1 L1535.5 1157.1 L1535.5 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1564.85 1151.22 L1569.74 1151.22 L1569.74 1157.1 L1564.85 1157.1 L1564.85 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1589.92 1125.62 Q1586.31 1125.62 1584.48 1129.19 Q1582.68 1132.73 1582.68 1139.86 Q1582.68 1146.97 1584.48 1150.53 Q1586.31 1154.07 1589.92 1154.07 Q1593.56 1154.07 1595.36 1150.53 Q1597.19 1146.97 1597.19 1139.86 Q1597.19 1132.73 1595.36 1129.19 Q1593.56 1125.62 1589.92 1125.62 M1589.92 1121.92 Q1595.73 1121.92 1598.79 1126.53 Q1601.87 1131.11 1601.87 1139.86 Q1601.87 1148.59 1598.79 1153.19 Q1595.73 1157.78 1589.92 1157.78 Q1584.11 1157.78 1581.03 1153.19 Q1577.98 1148.59 1577.98 1139.86 Q1577.98 1131.11 1581.03 1126.53 Q1584.11 1121.92 1589.92 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1707.32 1140.28 L1737 1140.28 L1737 1144.21 L1707.32 1144.21 L1707.32 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1757.09 1125.62 Q1753.48 1125.62 1751.65 1129.19 Q1749.85 1132.73 1749.85 1139.86 Q1749.85 1146.97 1751.65 1150.53 Q1753.48 1154.07 1757.09 1154.07 Q1760.73 1154.07 1762.53 1150.53 Q1764.36 1146.97 1764.36 1139.86 Q1764.36 1132.73 1762.53 1129.19 Q1760.73 1125.62 1757.09 1125.62 M1757.09 1121.92 Q1762.9 1121.92 1765.96 1126.53 Q1769.04 1131.11 1769.04 1139.86 Q1769.04 1148.59 1765.96 1153.19 Q1762.9 1157.78 1757.09 1157.78 Q1751.28 1157.78 1748.2 1153.19 Q1745.15 1148.59 1745.15 1139.86 Q1745.15 1131.11 1748.2 1126.53 Q1751.28 1121.92 1757.09 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1777.25 1151.22 L1782.14 1151.22 L1782.14 1157.1 L1777.25 1157.1 L1777.25 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1792.37 1122.54 L1810.73 1122.54 L1810.73 1126.48 L1796.65 1126.48 L1796.65 1134.95 Q1797.67 1134.6 1798.69 1134.44 Q1799.71 1134.26 1800.73 1134.26 Q1806.51 1134.26 1809.89 1137.43 Q1813.27 1140.6 1813.27 1146.02 Q1813.27 1151.59 1809.8 1154.7 Q1806.33 1157.78 1800.01 1157.78 Q1797.83 1157.78 1795.56 1157.4 Q1793.32 1157.03 1790.91 1156.29 L1790.91 1151.59 Q1792.99 1152.73 1795.22 1153.28 Q1797.44 1153.84 1799.92 1153.84 Q1803.92 1153.84 1806.26 1151.73 Q1808.6 1149.63 1808.6 1146.02 Q1808.6 1142.4 1806.26 1140.3 Q1803.92 1138.19 1799.92 1138.19 Q1798.04 1138.19 1796.17 1138.61 Q1794.31 1139.03 1792.37 1139.9 L1792.37 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1949.59 1125.62 Q1945.97 1125.62 1944.15 1129.19 Q1942.34 1132.73 1942.34 1139.86 Q1942.34 1146.97 1944.15 1150.53 Q1945.97 1154.07 1949.59 1154.07 Q1953.22 1154.07 1955.03 1150.53 Q1956.85 1146.97 1956.85 1139.86 Q1956.85 1132.73 1955.03 1129.19 Q1953.22 1125.62 1949.59 1125.62 M1949.59 1121.92 Q1955.4 1121.92 1958.45 1126.53 Q1961.53 1131.11 1961.53 1139.86 Q1961.53 1148.59 1958.45 1153.19 Q1955.4 1157.78 1949.59 1157.78 Q1943.78 1157.78 1940.7 1153.19 Q1937.64 1148.59 1937.64 1139.86 Q1937.64 1131.11 1940.7 1126.53 Q1943.78 1121.92 1949.59 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1969.75 1151.22 L1974.63 1151.22 L1974.63 1157.1 L1969.75 1157.1 L1969.75 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1994.82 1125.62 Q1991.21 1125.62 1989.38 1129.19 Q1987.57 1132.73 1987.57 1139.86 Q1987.57 1146.97 1989.38 1150.53 Q1991.21 1154.07 1994.82 1154.07 Q1998.45 1154.07 2000.26 1150.53 Q2002.09 1146.97 2002.09 1139.86 Q2002.09 1132.73 2000.26 1129.19 Q1998.45 1125.62 1994.82 1125.62 M1994.82 1121.92 Q2000.63 1121.92 2003.68 1126.53 Q2006.76 1131.11 2006.76 1139.86 Q2006.76 1148.59 2003.68 1153.19 Q2000.63 1157.78 1994.82 1157.78 Q1989.01 1157.78 1985.93 1153.19 Q1982.87 1148.59 1982.87 1139.86 Q1982.87 1131.11 1985.93 1126.53 Q1989.01 1121.92 1994.82 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2161.99 1125.62 Q2158.38 1125.62 2156.55 1129.19 Q2154.74 1132.73 2154.74 1139.86 Q2154.74 1146.97 2156.55 1150.53 Q2158.38 1154.07 2161.99 1154.07 Q2165.62 1154.07 2167.43 1150.53 Q2169.25 1146.97 2169.25 1139.86 Q2169.25 1132.73 2167.43 1129.19 Q2165.62 1125.62 2161.99 1125.62 M2161.99 1121.92 Q2167.8 1121.92 2170.85 1126.53 Q2173.93 1131.11 2173.93 1139.86 Q2173.93 1148.59 2170.85 1153.19 Q2167.8 1157.78 2161.99 1157.78 Q2156.18 1157.78 2153.1 1153.19 Q2150.04 1148.59 2150.04 1139.86 Q2150.04 1131.11 2153.1 1126.53 Q2156.18 1121.92 2161.99 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2182.15 1151.22 L2187.03 1151.22 L2187.03 1157.1 L2182.15 1157.1 L2182.15 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2197.26 1122.54 L2215.62 1122.54 L2215.62 1126.48 L2201.55 1126.48 L2201.55 1134.95 Q2202.56 1134.6 2203.58 1134.44 Q2204.6 1134.26 2205.62 1134.26 Q2211.41 1134.26 2214.79 1137.43 Q2218.17 1140.6 2218.17 1146.02 Q2218.17 1151.59 2214.69 1154.7 Q2211.22 1157.78 2204.9 1157.78 Q2202.73 1157.78 2200.46 1157.4 Q2198.21 1157.03 2195.81 1156.29 L2195.81 1151.59 Q2197.89 1152.73 2200.11 1153.28 Q2202.33 1153.84 2204.81 1153.84 Q2208.81 1153.84 2211.15 1151.73 Q2213.49 1149.63 2213.49 1146.02 Q2213.49 1142.4 2211.15 1140.3 Q2208.81 1138.19 2204.81 1138.19 Q2202.93 1138.19 2201.06 1138.61 Q2199.21 1139.03 2197.26 1139.9 L2197.26 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2363.16 1153.17 L2370.8 1153.17 L2370.8 1126.8 L2362.49 1128.47 L2362.49 1124.21 L2370.75 1122.54 L2375.43 1122.54 L2375.43 1153.17 L2383.07 1153.17 L2383.07 1157.1 L2363.16 1157.1 L2363.16 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2392.51 1151.22 L2397.4 1151.22 L2397.4 1157.1 L2392.51 1157.1 L2392.51 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2417.58 1125.62 Q2413.97 1125.62 2412.14 1129.19 Q2410.34 1132.73 2410.34 1139.86 Q2410.34 1146.97 2412.14 1150.53 Q2413.97 1154.07 2417.58 1154.07 Q2421.22 1154.07 2423.02 1150.53 Q2424.85 1146.97 2424.85 1139.86 Q2424.85 1132.73 2423.02 1129.19 Q2421.22 1125.62 2417.58 1125.62 M2417.58 1121.92 Q2423.39 1121.92 2426.45 1126.53 Q2429.53 1131.11 2429.53 1139.86 Q2429.53 1148.59 2426.45 1153.19 Q2423.39 1157.78 2417.58 1157.78 Q2411.77 1157.78 2408.69 1153.19 Q2405.64 1148.59 2405.64 1139.86 Q2405.64 1131.11 2408.69 1126.53 Q2411.77 1121.92 2417.58 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,976.12 2605.49,976.12 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,768.27 2605.49,768.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,560.421 2605.49,560.421 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,352.571 2605.49,352.571 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,144.721 2605.49,144.721 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,1081.9 1513.8,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,976.12 1532.7,976.12 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,768.27 1532.7,768.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,560.421 1532.7,560.421 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,352.571 1532.7,352.571 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,144.721 1532.7,144.721 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M1398.22 961.919 Q1394.61 961.919 1392.78 965.484 Q1390.98 969.025 1390.98 976.155 Q1390.98 983.261 1392.78 986.826 Q1394.61 990.368 1398.22 990.368 Q1401.86 990.368 1403.66 986.826 Q1405.49 983.261 1405.49 976.155 Q1405.49 969.025 1403.66 965.484 Q1401.86 961.919 1398.22 961.919 M1398.22 958.215 Q1404.03 958.215 1407.09 962.822 Q1410.17 967.405 1410.17 976.155 Q1410.17 984.882 1407.09 989.488 Q1404.03 994.072 1398.22 994.072 Q1392.41 994.072 1389.33 989.488 Q1386.28 984.882 1386.28 976.155 Q1386.28 967.405 1389.33 962.822 Q1392.41 958.215 1398.22 958.215 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1418.39 987.521 L1423.27 987.521 L1423.27 993.4 L1418.39 993.4 L1418.39 987.521 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1437.48 989.465 L1453.8 989.465 L1453.8 993.4 L1431.86 993.4 L1431.86 989.465 Q1434.52 986.711 1439.1 982.081 Q1443.71 977.428 1444.89 976.086 Q1447.14 973.562 1448.01 971.826 Q1448.92 970.067 1448.92 968.377 Q1448.92 965.623 1446.97 963.887 Q1445.05 962.15 1441.95 962.15 Q1439.75 962.15 1437.3 962.914 Q1434.87 963.678 1432.09 965.229 L1432.09 960.507 Q1434.91 959.373 1437.37 958.794 Q1439.82 958.215 1441.86 958.215 Q1447.23 958.215 1450.42 960.9 Q1453.62 963.586 1453.62 968.076 Q1453.62 970.206 1452.81 972.127 Q1452.02 974.025 1449.91 976.618 Q1449.33 977.289 1446.23 980.507 Q1443.13 983.701 1437.48 989.465 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1396.14 754.069 Q1392.53 754.069 1390.7 757.634 Q1388.89 761.176 1388.89 768.305 Q1388.89 775.412 1390.7 778.976 Q1392.53 782.518 1396.14 782.518 Q1399.77 782.518 1401.58 778.976 Q1403.41 775.412 1403.41 768.305 Q1403.41 761.176 1401.58 757.634 Q1399.77 754.069 1396.14 754.069 M1396.14 750.365 Q1401.95 750.365 1405.01 754.972 Q1408.08 759.555 1408.08 768.305 Q1408.08 777.032 1405.01 781.638 Q1401.95 786.222 1396.14 786.222 Q1390.33 786.222 1387.25 781.638 Q1384.2 777.032 1384.2 768.305 Q1384.2 759.555 1387.25 754.972 Q1390.33 750.365 1396.14 750.365 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.3 779.671 L1421.19 779.671 L1421.19 785.55 L1416.3 785.55 L1416.3 779.671 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1444.22 755.064 L1432.41 773.513 L1444.22 773.513 L1444.22 755.064 M1442.99 750.99 L1448.87 750.99 L1448.87 773.513 L1453.8 773.513 L1453.8 777.402 L1448.87 777.402 L1448.87 785.55 L1444.22 785.55 L1444.22 777.402 L1428.62 777.402 L1428.62 772.888 L1442.99 750.99 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1396.46 546.219 Q1392.85 546.219 1391.02 549.784 Q1389.22 553.326 1389.22 560.455 Q1389.22 567.562 1391.02 571.126 Q1392.85 574.668 1396.46 574.668 Q1400.1 574.668 1401.9 571.126 Q1403.73 567.562 1403.73 560.455 Q1403.73 553.326 1401.9 549.784 Q1400.1 546.219 1396.46 546.219 M1396.46 542.516 Q1402.27 542.516 1405.33 547.122 Q1408.41 551.705 1408.41 560.455 Q1408.41 569.182 1405.33 573.788 Q1402.27 578.372 1396.46 578.372 Q1390.65 578.372 1387.58 573.788 Q1384.52 569.182 1384.52 560.455 Q1384.52 551.705 1387.58 547.122 Q1390.65 542.516 1396.46 542.516 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.63 571.821 L1421.51 571.821 L1421.51 577.701 L1416.63 577.701 L1416.63 571.821 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1442.27 558.557 Q1439.13 558.557 1437.27 560.71 Q1435.45 562.863 1435.45 566.613 Q1435.45 570.339 1437.27 572.515 Q1439.13 574.668 1442.27 574.668 Q1445.42 574.668 1447.25 572.515 Q1449.1 570.339 1449.1 566.613 Q1449.1 562.863 1447.25 560.71 Q1445.42 558.557 1442.27 558.557 M1451.56 543.904 L1451.56 548.164 Q1449.8 547.33 1447.99 546.89 Q1446.21 546.451 1444.45 546.451 Q1439.82 546.451 1437.37 549.576 Q1434.94 552.701 1434.59 559.02 Q1435.95 557.006 1438.01 555.941 Q1440.08 554.853 1442.55 554.853 Q1447.76 554.853 1450.77 558.025 Q1453.8 561.173 1453.8 566.613 Q1453.8 571.937 1450.65 575.154 Q1447.51 578.372 1442.27 578.372 Q1436.28 578.372 1433.11 573.788 Q1429.94 569.182 1429.94 560.455 Q1429.94 552.261 1433.83 547.4 Q1437.71 542.516 1444.26 542.516 Q1446.02 542.516 1447.81 542.863 Q1449.61 543.21 1451.56 543.904 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1396.72 338.369 Q1393.11 338.369 1391.28 341.934 Q1389.47 345.476 1389.47 352.605 Q1389.47 359.712 1391.28 363.277 Q1393.11 366.818 1396.72 366.818 Q1400.35 366.818 1402.16 363.277 Q1403.99 359.712 1403.99 352.605 Q1403.99 345.476 1402.16 341.934 Q1400.35 338.369 1396.72 338.369 M1396.72 334.666 Q1402.53 334.666 1405.58 339.272 Q1408.66 343.855 1408.66 352.605 Q1408.66 361.332 1405.58 365.939 Q1402.53 370.522 1396.72 370.522 Q1390.91 370.522 1387.83 365.939 Q1384.77 361.332 1384.77 352.605 Q1384.77 343.855 1387.83 339.272 Q1390.91 334.666 1396.72 334.666 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.88 363.971 L1421.77 363.971 L1421.77 369.851 L1416.88 369.851 L1416.88 363.971 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1441.95 353.439 Q1438.62 353.439 1436.7 355.221 Q1434.8 357.003 1434.8 360.128 Q1434.8 363.253 1436.7 365.036 Q1438.62 366.818 1441.95 366.818 Q1445.28 366.818 1447.2 365.036 Q1449.13 363.23 1449.13 360.128 Q1449.13 357.003 1447.2 355.221 Q1445.31 353.439 1441.95 353.439 M1437.27 351.448 Q1434.26 350.707 1432.58 348.647 Q1430.91 346.587 1430.91 343.624 Q1430.91 339.48 1433.85 337.073 Q1436.81 334.666 1441.95 334.666 Q1447.11 334.666 1450.05 337.073 Q1452.99 339.48 1452.99 343.624 Q1452.99 346.587 1451.3 348.647 Q1449.64 350.707 1446.65 351.448 Q1450.03 352.235 1451.9 354.527 Q1453.8 356.818 1453.8 360.128 Q1453.8 365.152 1450.72 367.837 Q1447.67 370.522 1441.95 370.522 Q1436.23 370.522 1433.15 367.837 Q1430.1 365.152 1430.1 360.128 Q1430.1 356.818 1432 354.527 Q1433.89 352.235 1437.27 351.448 M1435.56 344.064 Q1435.56 346.749 1437.23 348.254 Q1438.92 349.758 1441.95 349.758 Q1444.96 349.758 1446.65 348.254 Q1448.36 346.749 1448.36 344.064 Q1448.36 341.379 1446.65 339.874 Q1444.96 338.369 1441.95 338.369 Q1438.92 338.369 1437.23 339.874 Q1435.56 341.379 1435.56 344.064 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1387.44 158.066 L1395.08 158.066 L1395.08 131.7 L1386.77 133.367 L1386.77 129.107 L1395.03 127.441 L1399.7 127.441 L1399.7 158.066 L1407.34 158.066 L1407.34 162.001 L1387.44 162.001 L1387.44 158.066 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.79 156.121 L1421.67 156.121 L1421.67 162.001 L1416.79 162.001 L1416.79 156.121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1441.86 130.519 Q1438.25 130.519 1436.42 134.084 Q1434.61 137.626 1434.61 144.755 Q1434.61 151.862 1436.42 155.427 Q1438.25 158.968 1441.86 158.968 Q1445.49 158.968 1447.3 155.427 Q1449.13 151.862 1449.13 144.755 Q1449.13 137.626 1447.3 134.084 Q1445.49 130.519 1441.86 130.519 M1441.86 126.816 Q1447.67 126.816 1450.72 131.422 Q1453.8 136.005 1453.8 144.755 Q1453.8 153.482 1450.72 158.089 Q1447.67 162.672 1441.86 162.672 Q1436.05 162.672 1432.97 158.089 Q1429.91 153.482 1429.91 144.755 Q1429.91 136.005 1432.97 131.422 Q1436.05 126.816 1441.86 126.816 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1797.27 65.6895 L1825.83 65.6895 L1825.83 72.576 L1787.42 72.576 L1787.42 65.6895 Q1792.08 60.8689 1800.1 52.7671 Q1808.16 44.6248 1810.23 42.2752 Q1814.16 37.8598 1815.7 34.8216 Q1817.28 31.7429 1817.28 28.7857 Q1817.28 23.9651 1813.88 20.927 Q1810.51 17.8888 1805.09 17.8888 Q1801.24 17.8888 1796.94 19.2256 Q1792.69 20.5624 1787.83 23.2765 L1787.83 15.0127 Q1792.77 13.0277 1797.07 12.015 Q1801.36 11.0023 1804.92 11.0023 Q1814.32 11.0023 1819.91 15.7013 Q1825.5 20.4004 1825.5 28.2591 Q1825.5 31.9859 1824.08 35.3482 Q1822.71 38.6699 1819.02 43.2069 Q1818.01 44.3817 1812.58 50.0125 Q1807.15 55.6027 1797.27 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1843.85 62.2867 L1852.4 62.2867 L1852.4 72.576 L1843.85 72.576 L1843.85 62.2867 M1843.85 29.6769 L1852.4 29.6769 L1852.4 39.9662 L1843.85 39.9662 L1843.85 29.6769 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1925.28 44.2197 Q1927.91 45.1109 1930.38 48.0275 Q1932.89 50.9442 1935.4 56.0483 L1943.71 72.576 L1934.92 72.576 L1927.18 57.061 Q1924.18 50.9847 1921.35 48.9997 Q1918.55 47.0148 1913.69 47.0148 L1904.78 47.0148 L1904.78 72.576 L1896.6 72.576 L1896.6 12.096 L1915.07 12.096 Q1925.44 12.096 1930.54 16.4305 Q1935.65 20.7649 1935.65 29.5149 Q1935.65 35.2267 1932.97 38.994 Q1930.34 42.7613 1925.28 44.2197 M1904.78 18.8205 L1904.78 40.2903 L1915.07 40.2903 Q1920.98 40.2903 1923.98 37.5762 Q1927.02 34.8216 1927.02 29.5149 Q1927.02 24.2082 1923.98 21.5346 Q1920.98 18.8205 1915.07 18.8205 L1904.78 18.8205 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1956.95 40.8979 L1974.13 40.8979 L1974.13 45.516 L1949.91 45.516 L1949.91 41.06 Q1951.28 39.8042 1953.84 37.5357 Q1967.77 25.1804 1967.77 21.3726 Q1967.77 18.699 1965.66 17.0786 Q1963.56 15.4177 1960.11 15.4177 Q1958.01 15.4177 1955.54 16.1469 Q1953.07 16.8356 1950.15 18.2534 L1950.15 13.2708 Q1953.27 12.1365 1955.94 11.5694 Q1958.66 11.0023 1960.96 11.0023 Q1966.84 11.0023 1970.36 13.6759 Q1973.89 16.3494 1973.89 20.7244 Q1973.89 26.3552 1960.48 37.8598 Q1958.21 39.8042 1956.95 40.8979 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2014.52 34.9026 L2066.45 34.9026 L2066.45 41.7081 L2014.52 41.7081 L2014.52 34.9026 M2014.52 51.4303 L2066.45 51.4303 L2066.45 58.3168 L2014.52 58.3168 L2014.52 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2127.98 17.4837 Q2121.66 17.4837 2118.46 23.7221 Q2115.3 29.92 2115.3 42.3968 Q2115.3 54.833 2118.46 61.0714 Q2121.66 67.2693 2127.98 67.2693 Q2134.34 67.2693 2137.5 61.0714 Q2140.7 54.833 2140.7 42.3968 Q2140.7 29.92 2137.5 23.7221 Q2134.34 17.4837 2127.98 17.4837 M2127.98 11.0023 Q2138.15 11.0023 2143.5 19.0636 Q2148.89 27.0843 2148.89 42.3968 Q2148.89 57.6687 2143.5 65.73 Q2138.15 73.7508 2127.98 73.7508 Q2117.82 73.7508 2112.43 65.73 Q2107.08 57.6687 2107.08 42.3968 Q2107.08 27.0843 2112.43 19.0636 Q2117.82 11.0023 2127.98 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2163.27 62.2867 L2171.81 62.2867 L2171.81 72.576 L2163.27 72.576 L2163.27 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2189.72 12.096 L2221.84 12.096 L2221.84 18.9825 L2197.21 18.9825 L2197.21 33.8088 Q2199 33.2012 2200.78 32.9176 Q2202.56 32.5936 2204.34 32.5936 Q2214.47 32.5936 2220.38 38.1433 Q2226.3 43.6931 2226.3 53.1722 Q2226.3 62.9348 2220.22 68.3631 Q2214.15 73.7508 2203.09 73.7508 Q2199.28 73.7508 2195.31 73.1026 Q2191.38 72.4545 2187.17 71.1582 L2187.17 62.9348 Q2190.81 64.9198 2194.7 65.892 Q2198.59 66.8642 2202.93 66.8642 Q2209.93 66.8642 2214.02 63.1779 Q2218.12 59.4916 2218.12 53.1722 Q2218.12 46.8528 2214.02 43.1664 Q2209.93 39.4801 2202.93 39.4801 Q2199.64 39.4801 2196.36 40.2093 Q2193.12 40.9384 2189.72 42.4778 L2189.72 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2242.5 12.096 L2274.63 12.096 L2274.63 18.9825 L2250 18.9825 L2250 33.8088 Q2251.78 33.2012 2253.56 32.9176 Q2255.34 32.5936 2257.13 32.5936 Q2267.25 32.5936 2273.17 38.1433 Q2279.08 43.6931 2279.08 53.1722 Q2279.08 62.9348 2273.01 68.3631 Q2266.93 73.7508 2255.87 73.7508 Q2252.06 73.7508 2248.09 73.1026 Q2244.16 72.4545 2239.95 71.1582 L2239.95 62.9348 Q2243.6 64.9198 2247.49 65.892 Q2251.37 66.8642 2255.71 66.8642 Q2262.72 66.8642 2266.81 63.1779 Q2270.9 59.4916 2270.9 53.1722 Q2270.9 46.8528 2266.81 43.1664 Q2262.72 39.4801 2255.71 39.4801 Q2252.43 39.4801 2249.15 40.2093 Q2245.91 40.9384 2242.5 42.4778 L2242.5 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2295.29 12.096 L2327.41 12.096 L2327.41 18.9825 L2302.78 18.9825 L2302.78 33.8088 Q2304.56 33.2012 2306.34 32.9176 Q2308.13 32.5936 2309.91 32.5936 Q2320.04 32.5936 2325.95 38.1433 Q2331.87 43.6931 2331.87 53.1722 Q2331.87 62.9348 2325.79 68.3631 Q2319.71 73.7508 2308.65 73.7508 Q2304.85 73.7508 2300.88 73.1026 Q2296.95 72.4545 2292.73 71.1582 L2292.73 62.9348 Q2296.38 64.9198 2300.27 65.892 Q2304.16 66.8642 2308.49 66.8642 Q2315.5 66.8642 2319.59 63.1779 Q2323.68 59.4916 2323.68 53.1722 Q2323.68 46.8528 2319.59 43.1664 Q2315.5 39.4801 2308.49 39.4801 Q2305.21 39.4801 2301.93 40.2093 Q2298.69 40.9384 2295.29 42.4778 L2295.29 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip483)\" cx=\"1641.86\" cy=\"846.791\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"1583.56\" cy=\"836.014\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"1544.7\" cy=\"712.844\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"1816.75\" cy=\"782.897\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"2360.84\" cy=\"605.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"2574.59\" cy=\"513.462\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip483)\" cx=\"2283.11\" cy=\"144.721\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip483)\" d=\"\n",
       "M1544.7 859.843 L1555.1 849.376 L1565.5 839.043 L1575.91 828.844 L1586.31 818.779 L1596.71 808.848 L1607.12 799.052 L1617.52 789.389 L1627.92 779.86 L1638.33 770.466 \n",
       "  L1648.73 761.205 L1659.13 752.078 L1669.53 743.086 L1679.94 734.227 L1690.34 725.503 L1700.74 716.913 L1711.15 708.456 L1721.55 700.134 L1731.95 691.946 L1742.35 683.891 \n",
       "  L1752.76 675.971 L1763.16 668.185 L1773.56 660.533 L1783.97 653.015 L1794.37 645.631 L1804.77 638.381 L1815.18 631.265 L1825.58 624.283 L1835.98 617.436 L1846.38 610.722 \n",
       "  L1856.79 604.142 L1867.19 597.697 L1877.59 591.385 L1888 585.207 L1898.4 579.164 L1908.8 573.255 L1919.2 567.479 L1929.61 561.838 L1940.01 556.33 L1950.41 550.957 \n",
       "  L1960.82 545.718 L1971.22 540.613 L1981.62 535.642 L1992.03 530.804 L2002.43 526.101 L2012.83 521.532 L2023.23 517.097 L2033.64 512.797 L2044.04 508.63 L2054.44 504.597 \n",
       "  L2064.85 500.698 L2075.25 496.933 L2085.65 493.303 L2096.06 489.806 L2106.46 486.444 L2116.86 483.215 L2127.26 480.12 L2137.67 477.16 L2148.07 474.334 L2158.47 471.641 \n",
       "  L2168.88 469.083 L2179.28 466.659 L2189.68 464.368 L2200.08 462.212 L2210.49 460.19 L2220.89 458.302 L2231.29 456.548 L2241.7 454.928 L2252.1 453.442 L2262.5 452.09 \n",
       "  L2272.91 450.872 L2283.31 449.789 L2293.71 448.839 L2304.11 448.023 L2314.52 447.342 L2324.92 446.794 L2335.32 446.38 L2345.73 446.101 L2356.13 445.955 L2366.53 445.944 \n",
       "  L2376.93 446.067 L2387.34 446.323 L2397.74 446.714 L2408.14 447.239 L2418.55 447.897 L2428.95 448.69 L2439.35 449.617 L2449.76 450.678 L2460.16 451.873 L2470.56 453.202 \n",
       "  L2480.96 454.665 L2491.37 456.262 L2501.77 457.993 L2512.17 459.859 L2522.58 461.858 L2532.98 463.991 L2543.38 466.259 L2553.78 468.66 L2564.19 471.195 L2574.59 473.865 \n",
       "  L2574.59 765.71 L2564.19 750.645 L2553.78 733.55 L2543.38 722.473 L2532.98 708.615 L2522.58 697.736 L2512.17 687.083 L2501.77 677.052 L2491.37 669.672 L2480.96 659.466 \n",
       "  L2470.56 648.717 L2460.16 638.183 L2449.76 634.864 L2439.35 630.6 L2428.95 626.435 L2418.55 622.16 L2408.14 618.324 L2397.74 613.878 L2387.34 612.277 L2376.93 610.339 \n",
       "  L2366.53 608.002 L2356.13 608.033 L2345.73 611.294 L2335.32 616.418 L2324.92 617.756 L2314.52 621.636 L2304.11 627.724 L2293.71 633.679 L2283.31 637.389 L2272.91 640.478 \n",
       "  L2262.5 645.434 L2252.1 651.197 L2241.7 660.422 L2231.29 665.248 L2220.89 670.942 L2210.49 677.154 L2200.08 678.087 L2189.68 680.538 L2179.28 684.215 L2168.88 687.8 \n",
       "  L2158.47 694.007 L2148.07 698.399 L2137.67 702.065 L2127.26 708.303 L2116.86 712.648 L2106.46 718.422 L2096.06 723.876 L2085.65 727.311 L2075.25 730.611 L2064.85 735.938 \n",
       "  L2054.44 741.036 L2044.04 745.83 L2033.64 748.931 L2023.23 751.27 L2012.83 756.327 L2002.43 758.188 L1992.03 761.651 L1981.62 765.076 L1971.22 769.826 L1960.82 774.255 \n",
       "  L1950.41 778.218 L1940.01 782.269 L1929.61 785.367 L1919.2 787.889 L1908.8 791.445 L1898.4 795.583 L1888 796.7 L1877.59 801.918 L1867.19 804.631 L1856.79 808.363 \n",
       "  L1846.38 812.199 L1835.98 814.932 L1825.58 818.74 L1815.18 822.246 L1804.77 827.59 L1794.37 828.76 L1783.97 830.601 L1773.56 833.999 L1763.16 837.208 L1752.76 839.521 \n",
       "  L1742.35 841.468 L1731.95 847.683 L1721.55 851.804 L1711.15 854.864 L1700.74 860.018 L1690.34 869.052 L1679.94 878.499 L1669.53 885.217 L1659.13 892.131 L1648.73 900.761 \n",
       "  L1638.33 913.233 L1627.92 923.197 L1617.52 934.417 L1607.12 947.99 L1596.71 961.688 L1586.31 978.443 L1575.91 996.596 L1565.5 1013.63 L1555.1 1034.81 L1544.7 1054.61 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1544.7,859.843 1555.1,849.376 1565.5,839.043 1575.91,828.844 1586.31,818.779 1596.71,808.848 1607.12,799.052 1617.52,789.389 1627.92,779.86 1638.33,770.466 \n",
       "  1648.73,761.205 1659.13,752.078 1669.53,743.086 1679.94,734.227 1690.34,725.503 1700.74,716.913 1711.15,708.456 1721.55,700.134 1731.95,691.946 1742.35,683.891 \n",
       "  1752.76,675.971 1763.16,668.185 1773.56,660.533 1783.97,653.015 1794.37,645.631 1804.77,638.381 1815.18,631.265 1825.58,624.283 1835.98,617.436 1846.38,610.722 \n",
       "  1856.79,604.142 1867.19,597.697 1877.59,591.385 1888,585.207 1898.4,579.164 1908.8,573.255 1919.2,567.479 1929.61,561.838 1940.01,556.33 1950.41,550.957 \n",
       "  1960.82,545.718 1971.22,540.613 1981.62,535.642 1992.03,530.804 2002.43,526.101 2012.83,521.532 2023.23,517.097 2033.64,512.797 2044.04,508.63 2054.44,504.597 \n",
       "  2064.85,500.698 2075.25,496.933 2085.65,493.303 2096.06,489.806 2106.46,486.444 2116.86,483.215 2127.26,480.12 2137.67,477.16 2148.07,474.334 2158.47,471.641 \n",
       "  2168.88,469.083 2179.28,466.659 2189.68,464.368 2200.08,462.212 2210.49,460.19 2220.89,458.302 2231.29,456.548 2241.7,454.928 2252.1,453.442 2262.5,452.09 \n",
       "  2272.91,450.872 2283.31,449.789 2293.71,448.839 2304.11,448.023 2314.52,447.342 2324.92,446.794 2335.32,446.38 2345.73,446.101 2356.13,445.955 2366.53,445.944 \n",
       "  2376.93,446.067 2387.34,446.323 2397.74,446.714 2408.14,447.239 2418.55,447.897 2428.95,448.69 2439.35,449.617 2449.76,450.678 2460.16,451.873 2470.56,453.202 \n",
       "  2480.96,454.665 2491.37,456.262 2501.77,457.993 2512.17,459.859 2522.58,461.858 2532.98,463.991 2543.38,466.259 2553.78,468.66 2564.19,471.195 2574.59,473.865 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip483)\" d=\"\n",
       "M1544.7 859.843 L1555.1 849.376 L1565.5 839.043 L1575.91 828.844 L1586.31 818.779 L1596.71 808.848 L1607.12 799.052 L1617.52 789.389 L1627.92 779.86 L1638.33 770.466 \n",
       "  L1648.73 761.205 L1659.13 752.078 L1669.53 743.086 L1679.94 734.227 L1690.34 725.503 L1700.74 716.913 L1711.15 708.456 L1721.55 700.134 L1731.95 691.946 L1742.35 683.891 \n",
       "  L1752.76 675.971 L1763.16 668.185 L1773.56 660.533 L1783.97 653.015 L1794.37 645.631 L1804.77 638.381 L1815.18 631.265 L1825.58 624.283 L1835.98 617.436 L1846.38 610.722 \n",
       "  L1856.79 604.142 L1867.19 597.697 L1877.59 591.385 L1888 585.207 L1898.4 579.164 L1908.8 573.255 L1919.2 567.479 L1929.61 561.838 L1940.01 556.33 L1950.41 550.957 \n",
       "  L1960.82 545.718 L1971.22 540.613 L1981.62 535.642 L1992.03 530.804 L2002.43 526.101 L2012.83 521.532 L2023.23 517.097 L2033.64 512.797 L2044.04 508.63 L2054.44 504.597 \n",
       "  L2064.85 500.698 L2075.25 496.933 L2085.65 493.303 L2096.06 489.806 L2106.46 486.444 L2116.86 483.215 L2127.26 480.12 L2137.67 477.16 L2148.07 474.334 L2158.47 471.641 \n",
       "  L2168.88 469.083 L2179.28 466.659 L2189.68 464.368 L2200.08 462.212 L2210.49 460.19 L2220.89 458.302 L2231.29 456.548 L2241.7 454.928 L2252.1 453.442 L2262.5 452.09 \n",
       "  L2272.91 450.872 L2283.31 449.789 L2293.71 448.839 L2304.11 448.023 L2314.52 447.342 L2324.92 446.794 L2335.32 446.38 L2345.73 446.101 L2356.13 445.955 L2366.53 445.944 \n",
       "  L2376.93 446.067 L2387.34 446.323 L2397.74 446.714 L2408.14 447.239 L2418.55 447.897 L2428.95 448.69 L2439.35 449.617 L2449.76 450.678 L2460.16 451.873 L2470.56 453.202 \n",
       "  L2480.96 454.665 L2491.37 456.262 L2501.77 457.993 L2512.17 459.859 L2522.58 461.858 L2532.98 463.991 L2543.38 466.259 L2553.78 468.66 L2564.19 471.195 L2574.59 473.865 \n",
       "  L2574.59 198.664 L2564.19 208.252 L2553.78 218.54 L2543.38 229.187 L2532.98 237.738 L2522.58 246.907 L2512.17 254.505 L2501.77 262.252 L2491.37 271.427 L2480.96 277.063 \n",
       "  L2470.56 281.703 L2460.16 284.422 L2449.76 286.389 L2439.35 286.439 L2428.95 287.472 L2418.55 288.461 L2408.14 285.655 L2397.74 285.86 L2387.34 284.449 L2376.93 280.917 \n",
       "  L2366.53 277.71 L2356.13 277.226 L2345.73 275.359 L2335.32 273.602 L2324.92 269.648 L2314.52 265.864 L2304.11 261.49 L2293.71 263.268 L2283.31 261.993 L2272.91 261.42 \n",
       "  L2262.5 262.357 L2252.1 260.505 L2241.7 258.772 L2231.29 257.786 L2220.89 257.842 L2210.49 254.745 L2200.08 253.847 L2189.68 253.181 L2179.28 253.852 L2168.88 254.055 \n",
       "  L2158.47 252.128 L2148.07 253.522 L2137.67 255.944 L2127.26 258.342 L2116.86 259.734 L2106.46 261.35 L2096.06 263.326 L2085.65 264.406 L2075.25 268.399 L2064.85 272.628 \n",
       "  L2054.44 277.964 L2044.04 281.252 L2033.64 285.519 L2023.23 290.107 L2012.83 296.232 L2002.43 302.71 L1992.03 306.385 L1981.62 310.099 L1971.22 317.455 L1960.82 326.193 \n",
       "  L1950.41 332.903 L1940.01 340.102 L1929.61 346.476 L1919.2 354.757 L1908.8 363.599 L1898.4 372.529 L1888 380.015 L1877.59 387.909 L1867.19 398.489 L1856.79 408.276 \n",
       "  L1846.38 416.326 L1835.98 428.159 L1825.58 437.328 L1815.18 446.697 L1804.77 457.89 L1794.37 471.012 L1783.97 481.269 L1773.56 493.257 L1763.16 505.351 L1752.76 513.65 \n",
       "  L1742.35 524.738 L1731.95 535.297 L1721.55 546.162 L1711.15 559.699 L1700.74 571.277 L1690.34 578.286 L1679.94 586.36 L1669.53 599.648 L1659.13 606.136 L1648.73 613.248 \n",
       "  L1638.33 623.31 L1627.92 634.001 L1617.52 641.233 L1607.12 647.329 L1596.71 651.888 L1586.31 652.46 L1575.91 653.209 L1565.5 660.148 L1555.1 662.092 L1544.7 666.344 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip483)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1544.7,859.843 1555.1,849.376 1565.5,839.043 1575.91,828.844 1586.31,818.779 1596.71,808.848 1607.12,799.052 1617.52,789.389 1627.92,779.86 1638.33,770.466 \n",
       "  1648.73,761.205 1659.13,752.078 1669.53,743.086 1679.94,734.227 1690.34,725.503 1700.74,716.913 1711.15,708.456 1721.55,700.134 1731.95,691.946 1742.35,683.891 \n",
       "  1752.76,675.971 1763.16,668.185 1773.56,660.533 1783.97,653.015 1794.37,645.631 1804.77,638.381 1815.18,631.265 1825.58,624.283 1835.98,617.436 1846.38,610.722 \n",
       "  1856.79,604.142 1867.19,597.697 1877.59,591.385 1888,585.207 1898.4,579.164 1908.8,573.255 1919.2,567.479 1929.61,561.838 1940.01,556.33 1950.41,550.957 \n",
       "  1960.82,545.718 1971.22,540.613 1981.62,535.642 1992.03,530.804 2002.43,526.101 2012.83,521.532 2023.23,517.097 2033.64,512.797 2044.04,508.63 2054.44,504.597 \n",
       "  2064.85,500.698 2075.25,496.933 2085.65,493.303 2096.06,489.806 2106.46,486.444 2116.86,483.215 2127.26,480.12 2137.67,477.16 2148.07,474.334 2158.47,471.641 \n",
       "  2168.88,469.083 2179.28,466.659 2189.68,464.368 2200.08,462.212 2210.49,460.19 2220.89,458.302 2231.29,456.548 2241.7,454.928 2252.1,453.442 2262.5,452.09 \n",
       "  2272.91,450.872 2283.31,449.789 2293.71,448.839 2304.11,448.023 2314.52,447.342 2324.92,446.794 2335.32,446.38 2345.73,446.101 2356.13,445.955 2366.53,445.944 \n",
       "  2376.93,446.067 2387.34,446.323 2397.74,446.714 2408.14,447.239 2418.55,447.897 2428.95,448.69 2439.35,449.617 2449.76,450.678 2460.16,451.873 2470.56,453.202 \n",
       "  2480.96,454.665 2491.37,456.262 2501.77,457.993 2512.17,459.859 2522.58,461.858 2532.98,463.991 2543.38,466.259 2553.78,468.66 2564.19,471.195 2574.59,473.865 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M2861.07 1081.9 L3952.76 1081.9 L3952.76 117.424 L2861.07 117.424  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip484\">\n",
       "    <rect x=\"2861\" y=\"117\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2895.66,1081.9 2895.66,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3107.57,1081.9 3107.57,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3319.47,1081.9 3319.47,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3531.37,1081.9 3531.37,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3743.28,1081.9 3743.28,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1081.9 3952.76,1081.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2895.66,1081.9 2895.66,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3107.57,1081.9 3107.57,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3319.47,1081.9 3319.47,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3531.37,1081.9 3531.37,1063.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3743.28,1081.9 3743.28,1063.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M2842.19 1140.28 L2871.87 1140.28 L2871.87 1144.21 L2842.19 1144.21 L2842.19 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2882.77 1153.17 L2890.41 1153.17 L2890.41 1126.8 L2882.1 1128.47 L2882.1 1124.21 L2890.36 1122.54 L2895.04 1122.54 L2895.04 1153.17 L2902.68 1153.17 L2902.68 1157.1 L2882.77 1157.1 L2882.77 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2912.12 1151.22 L2917.01 1151.22 L2917.01 1157.1 L2912.12 1157.1 L2912.12 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2937.19 1125.62 Q2933.58 1125.62 2931.75 1129.19 Q2929.95 1132.73 2929.95 1139.86 Q2929.95 1146.97 2931.75 1150.53 Q2933.58 1154.07 2937.19 1154.07 Q2940.83 1154.07 2942.63 1150.53 Q2944.46 1146.97 2944.46 1139.86 Q2944.46 1132.73 2942.63 1129.19 Q2940.83 1125.62 2937.19 1125.62 M2937.19 1121.92 Q2943 1121.92 2946.06 1126.53 Q2949.14 1131.11 2949.14 1139.86 Q2949.14 1148.59 2946.06 1153.19 Q2943 1157.78 2937.19 1157.78 Q2931.38 1157.78 2928.3 1153.19 Q2925.25 1148.59 2925.25 1139.86 Q2925.25 1131.11 2928.3 1126.53 Q2931.38 1121.92 2937.19 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3054.59 1140.28 L3084.27 1140.28 L3084.27 1144.21 L3054.59 1144.21 L3054.59 1140.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3104.36 1125.62 Q3100.75 1125.62 3098.92 1129.19 Q3097.12 1132.73 3097.12 1139.86 Q3097.12 1146.97 3098.92 1150.53 Q3100.75 1154.07 3104.36 1154.07 Q3107.99 1154.07 3109.8 1150.53 Q3111.63 1146.97 3111.63 1139.86 Q3111.63 1132.73 3109.8 1129.19 Q3107.99 1125.62 3104.36 1125.62 M3104.36 1121.92 Q3110.17 1121.92 3113.23 1126.53 Q3116.3 1131.11 3116.3 1139.86 Q3116.3 1148.59 3113.23 1153.19 Q3110.17 1157.78 3104.36 1157.78 Q3098.55 1157.78 3095.47 1153.19 Q3092.42 1148.59 3092.42 1139.86 Q3092.42 1131.11 3095.47 1126.53 Q3098.55 1121.92 3104.36 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3124.52 1151.22 L3129.41 1151.22 L3129.41 1157.1 L3124.52 1157.1 L3124.52 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3139.64 1122.54 L3157.99 1122.54 L3157.99 1126.48 L3143.92 1126.48 L3143.92 1134.95 Q3144.94 1134.6 3145.96 1134.44 Q3146.98 1134.26 3147.99 1134.26 Q3153.78 1134.26 3157.16 1137.43 Q3160.54 1140.6 3160.54 1146.02 Q3160.54 1151.59 3157.07 1154.7 Q3153.6 1157.78 3147.28 1157.78 Q3145.1 1157.78 3142.83 1157.4 Q3140.59 1157.03 3138.18 1156.29 L3138.18 1151.59 Q3140.26 1152.73 3142.49 1153.28 Q3144.71 1153.84 3147.18 1153.84 Q3151.19 1153.84 3153.53 1151.73 Q3155.86 1149.63 3155.86 1146.02 Q3155.86 1142.4 3153.53 1140.3 Q3151.19 1138.19 3147.18 1138.19 Q3145.31 1138.19 3143.43 1138.61 Q3141.58 1139.03 3139.64 1139.9 L3139.64 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3296.85 1125.62 Q3293.24 1125.62 3291.41 1129.19 Q3289.61 1132.73 3289.61 1139.86 Q3289.61 1146.97 3291.41 1150.53 Q3293.24 1154.07 3296.85 1154.07 Q3300.49 1154.07 3302.29 1150.53 Q3304.12 1146.97 3304.12 1139.86 Q3304.12 1132.73 3302.29 1129.19 Q3300.49 1125.62 3296.85 1125.62 M3296.85 1121.92 Q3302.66 1121.92 3305.72 1126.53 Q3308.8 1131.11 3308.8 1139.86 Q3308.8 1148.59 3305.72 1153.19 Q3302.66 1157.78 3296.85 1157.78 Q3291.04 1157.78 3287.96 1153.19 Q3284.91 1148.59 3284.91 1139.86 Q3284.91 1131.11 3287.96 1126.53 Q3291.04 1121.92 3296.85 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3317.02 1151.22 L3321.9 1151.22 L3321.9 1157.1 L3317.02 1157.1 L3317.02 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3342.09 1125.62 Q3338.47 1125.62 3336.65 1129.19 Q3334.84 1132.73 3334.84 1139.86 Q3334.84 1146.97 3336.65 1150.53 Q3338.47 1154.07 3342.09 1154.07 Q3345.72 1154.07 3347.52 1150.53 Q3349.35 1146.97 3349.35 1139.86 Q3349.35 1132.73 3347.52 1129.19 Q3345.72 1125.62 3342.09 1125.62 M3342.09 1121.92 Q3347.9 1121.92 3350.95 1126.53 Q3354.03 1131.11 3354.03 1139.86 Q3354.03 1148.59 3350.95 1153.19 Q3347.9 1157.78 3342.09 1157.78 Q3336.27 1157.78 3333.2 1153.19 Q3330.14 1148.59 3330.14 1139.86 Q3330.14 1131.11 3333.2 1126.53 Q3336.27 1121.92 3342.09 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3509.25 1125.62 Q3505.64 1125.62 3503.81 1129.19 Q3502.01 1132.73 3502.01 1139.86 Q3502.01 1146.97 3503.81 1150.53 Q3505.64 1154.07 3509.25 1154.07 Q3512.89 1154.07 3514.69 1150.53 Q3516.52 1146.97 3516.52 1139.86 Q3516.52 1132.73 3514.69 1129.19 Q3512.89 1125.62 3509.25 1125.62 M3509.25 1121.92 Q3515.06 1121.92 3518.12 1126.53 Q3521.2 1131.11 3521.2 1139.86 Q3521.2 1148.59 3518.12 1153.19 Q3515.06 1157.78 3509.25 1157.78 Q3503.44 1157.78 3500.37 1153.19 Q3497.31 1148.59 3497.31 1139.86 Q3497.31 1131.11 3500.37 1126.53 Q3503.44 1121.92 3509.25 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3529.42 1151.22 L3534.3 1151.22 L3534.3 1157.1 L3529.42 1157.1 L3529.42 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3544.53 1122.54 L3562.89 1122.54 L3562.89 1126.48 L3548.81 1126.48 L3548.81 1134.95 Q3549.83 1134.6 3550.85 1134.44 Q3551.87 1134.26 3552.89 1134.26 Q3558.68 1134.26 3562.06 1137.43 Q3565.43 1140.6 3565.43 1146.02 Q3565.43 1151.59 3561.96 1154.7 Q3558.49 1157.78 3552.17 1157.78 Q3550 1157.78 3547.73 1157.4 Q3545.48 1157.03 3543.07 1156.29 L3543.07 1151.59 Q3545.16 1152.73 3547.38 1153.28 Q3549.6 1153.84 3552.08 1153.84 Q3556.08 1153.84 3558.42 1151.73 Q3560.76 1149.63 3560.76 1146.02 Q3560.76 1142.4 3558.42 1140.3 Q3556.08 1138.19 3552.08 1138.19 Q3550.2 1138.19 3548.33 1138.61 Q3546.48 1139.03 3544.53 1139.9 L3544.53 1122.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3710.43 1153.17 L3718.07 1153.17 L3718.07 1126.8 L3709.76 1128.47 L3709.76 1124.21 L3718.02 1122.54 L3722.7 1122.54 L3722.7 1153.17 L3730.34 1153.17 L3730.34 1157.1 L3710.43 1157.1 L3710.43 1153.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3739.78 1151.22 L3744.66 1151.22 L3744.66 1157.1 L3739.78 1157.1 L3739.78 1151.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3764.85 1125.62 Q3761.24 1125.62 3759.41 1129.19 Q3757.6 1132.73 3757.6 1139.86 Q3757.6 1146.97 3759.41 1150.53 Q3761.24 1154.07 3764.85 1154.07 Q3768.48 1154.07 3770.29 1150.53 Q3772.12 1146.97 3772.12 1139.86 Q3772.12 1132.73 3770.29 1129.19 Q3768.48 1125.62 3764.85 1125.62 M3764.85 1121.92 Q3770.66 1121.92 3773.72 1126.53 Q3776.79 1131.11 3776.79 1139.86 Q3776.79 1148.59 3773.72 1153.19 Q3770.66 1157.78 3764.85 1157.78 Q3759.04 1157.78 3755.96 1153.19 Q3752.91 1148.59 3752.91 1139.86 Q3752.91 1131.11 3755.96 1126.53 Q3759.04 1121.92 3764.85 1121.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1036.37 3952.76,1036.37 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,813.455 3952.76,813.455 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,590.543 3952.76,590.543 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,367.632 3952.76,367.632 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,144.721 3952.76,144.721 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1081.9 2861.07,117.424 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1036.37 2879.97,1036.37 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,813.455 2879.97,813.455 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,590.543 2879.97,590.543 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,367.632 2879.97,367.632 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,144.721 2879.97,144.721 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M2745.49 1022.16 Q2741.88 1022.16 2740.05 1025.73 Q2738.25 1029.27 2738.25 1036.4 Q2738.25 1043.51 2740.05 1047.07 Q2741.88 1050.61 2745.49 1050.61 Q2749.13 1050.61 2750.93 1047.07 Q2752.76 1043.51 2752.76 1036.4 Q2752.76 1029.27 2750.93 1025.73 Q2749.13 1022.16 2745.49 1022.16 M2745.49 1018.46 Q2751.3 1018.46 2754.36 1023.07 Q2757.44 1027.65 2757.44 1036.4 Q2757.44 1045.13 2754.36 1049.73 Q2751.3 1054.32 2745.49 1054.32 Q2739.68 1054.32 2736.6 1049.73 Q2733.55 1045.13 2733.55 1036.4 Q2733.55 1027.65 2736.6 1023.07 Q2739.68 1018.46 2745.49 1018.46 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2765.65 1047.77 L2770.54 1047.77 L2770.54 1053.65 L2765.65 1053.65 L2765.65 1047.77 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2784.75 1049.71 L2801.07 1049.71 L2801.07 1053.65 L2779.13 1053.65 L2779.13 1049.71 Q2781.79 1046.96 2786.37 1042.33 Q2790.98 1037.67 2792.16 1036.33 Q2794.4 1033.81 2795.28 1032.07 Q2796.19 1030.31 2796.19 1028.62 Q2796.19 1025.87 2794.24 1024.13 Q2792.32 1022.4 2789.22 1022.4 Q2787.02 1022.4 2784.57 1023.16 Q2782.14 1023.92 2779.36 1025.47 L2779.36 1020.75 Q2782.18 1019.62 2784.64 1019.04 Q2787.09 1018.46 2789.13 1018.46 Q2794.5 1018.46 2797.69 1021.15 Q2800.89 1023.83 2800.89 1028.32 Q2800.89 1030.45 2800.07 1032.37 Q2799.29 1034.27 2797.18 1036.86 Q2796.6 1037.53 2793.5 1040.75 Q2790.4 1043.95 2784.75 1049.71 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.41 799.253 Q2739.8 799.253 2737.97 802.818 Q2736.16 806.36 2736.16 813.489 Q2736.16 820.596 2737.97 824.161 Q2739.8 827.702 2743.41 827.702 Q2747.04 827.702 2748.85 824.161 Q2750.68 820.596 2750.68 813.489 Q2750.68 806.36 2748.85 802.818 Q2747.04 799.253 2743.41 799.253 M2743.41 795.55 Q2749.22 795.55 2752.27 800.156 Q2755.35 804.739 2755.35 813.489 Q2755.35 822.216 2752.27 826.823 Q2749.22 831.406 2743.41 831.406 Q2737.6 831.406 2734.52 826.823 Q2731.46 822.216 2731.46 813.489 Q2731.46 804.739 2734.52 800.156 Q2737.6 795.55 2743.41 795.55 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2763.57 824.855 L2768.45 824.855 L2768.45 830.735 L2763.57 830.735 L2763.57 824.855 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2791.49 800.249 L2779.68 818.698 L2791.49 818.698 L2791.49 800.249 M2790.26 796.175 L2796.14 796.175 L2796.14 818.698 L2801.07 818.698 L2801.07 822.586 L2796.14 822.586 L2796.14 830.735 L2791.49 830.735 L2791.49 822.586 L2775.89 822.586 L2775.89 818.073 L2790.26 796.175 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.73 576.342 Q2740.12 576.342 2738.29 579.907 Q2736.49 583.448 2736.49 590.578 Q2736.49 597.684 2738.29 601.249 Q2740.12 604.791 2743.73 604.791 Q2747.37 604.791 2749.17 601.249 Q2751 597.684 2751 590.578 Q2751 583.448 2749.17 579.907 Q2747.37 576.342 2743.73 576.342 M2743.73 572.638 Q2749.54 572.638 2752.6 577.245 Q2755.68 581.828 2755.68 590.578 Q2755.68 599.305 2752.6 603.911 Q2749.54 608.495 2743.73 608.495 Q2737.92 608.495 2734.84 603.911 Q2731.79 599.305 2731.79 590.578 Q2731.79 581.828 2734.84 577.245 Q2737.92 572.638 2743.73 572.638 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2763.89 601.944 L2768.78 601.944 L2768.78 607.823 L2763.89 607.823 L2763.89 601.944 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.54 588.68 Q2786.39 588.68 2784.54 590.833 Q2782.71 592.985 2782.71 596.735 Q2782.71 600.462 2784.54 602.638 Q2786.39 604.791 2789.54 604.791 Q2792.69 604.791 2794.52 602.638 Q2796.37 600.462 2796.37 596.735 Q2796.37 592.985 2794.52 590.833 Q2792.69 588.68 2789.54 588.68 M2798.82 574.027 L2798.82 578.286 Q2797.07 577.453 2795.26 577.013 Q2793.48 576.573 2791.72 576.573 Q2787.09 576.573 2784.64 579.698 Q2782.2 582.823 2781.86 589.143 Q2783.22 587.129 2785.28 586.064 Q2787.34 584.976 2789.82 584.976 Q2795.03 584.976 2798.04 588.147 Q2801.07 591.296 2801.07 596.735 Q2801.07 602.059 2797.92 605.277 Q2794.77 608.495 2789.54 608.495 Q2783.55 608.495 2780.38 603.911 Q2777.2 599.305 2777.2 590.578 Q2777.2 582.384 2781.09 577.523 Q2784.98 572.638 2791.53 572.638 Q2793.29 572.638 2795.08 572.986 Q2796.88 573.333 2798.82 574.027 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.99 353.431 Q2740.38 353.431 2738.55 356.995 Q2736.74 360.537 2736.74 367.667 Q2736.74 374.773 2738.55 378.338 Q2740.38 381.88 2743.99 381.88 Q2747.62 381.88 2749.43 378.338 Q2751.26 374.773 2751.26 367.667 Q2751.26 360.537 2749.43 356.995 Q2747.62 353.431 2743.99 353.431 M2743.99 349.727 Q2749.8 349.727 2752.85 354.333 Q2755.93 358.917 2755.93 367.667 Q2755.93 376.394 2752.85 381 Q2749.8 385.583 2743.99 385.583 Q2738.18 385.583 2735.1 381 Q2732.04 376.394 2732.04 367.667 Q2732.04 358.917 2735.1 354.333 Q2738.18 349.727 2743.99 349.727 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2764.15 379.032 L2769.03 379.032 L2769.03 384.912 L2764.15 384.912 L2764.15 379.032 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.22 368.5 Q2785.89 368.5 2783.96 370.282 Q2782.07 372.065 2782.07 375.19 Q2782.07 378.315 2783.96 380.097 Q2785.89 381.88 2789.22 381.88 Q2792.55 381.88 2794.47 380.097 Q2796.39 378.292 2796.39 375.19 Q2796.39 372.065 2794.47 370.282 Q2792.58 368.5 2789.22 368.5 M2784.54 366.509 Q2781.53 365.769 2779.84 363.708 Q2778.18 361.648 2778.18 358.685 Q2778.18 354.542 2781.12 352.134 Q2784.08 349.727 2789.22 349.727 Q2794.38 349.727 2797.32 352.134 Q2800.26 354.542 2800.26 358.685 Q2800.26 361.648 2798.57 363.708 Q2796.9 365.769 2793.92 366.509 Q2797.3 367.296 2799.17 369.588 Q2801.07 371.88 2801.07 375.19 Q2801.07 380.213 2797.99 382.898 Q2794.94 385.583 2789.22 385.583 Q2783.5 385.583 2780.42 382.898 Q2777.37 380.213 2777.37 375.19 Q2777.37 371.88 2779.26 369.588 Q2781.16 367.296 2784.54 366.509 M2782.83 359.125 Q2782.83 361.81 2784.5 363.315 Q2786.19 364.82 2789.22 364.82 Q2792.23 364.82 2793.92 363.315 Q2795.63 361.81 2795.63 359.125 Q2795.63 356.44 2793.92 354.935 Q2792.23 353.431 2789.22 353.431 Q2786.19 353.431 2784.5 354.935 Q2782.83 356.44 2782.83 359.125 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2734.7 158.066 L2742.34 158.066 L2742.34 131.7 L2734.03 133.367 L2734.03 129.107 L2742.3 127.441 L2746.97 127.441 L2746.97 158.066 L2754.61 158.066 L2754.61 162.001 L2734.7 162.001 L2734.7 158.066 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2764.06 156.121 L2768.94 156.121 L2768.94 162.001 L2764.06 162.001 L2764.06 156.121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.13 130.519 Q2785.51 130.519 2783.69 134.084 Q2781.88 137.626 2781.88 144.755 Q2781.88 151.862 2783.69 155.427 Q2785.51 158.968 2789.13 158.968 Q2792.76 158.968 2794.57 155.427 Q2796.39 151.862 2796.39 144.755 Q2796.39 137.626 2794.57 134.084 Q2792.76 130.519 2789.13 130.519 M2789.13 126.816 Q2794.94 126.816 2797.99 131.422 Q2801.07 136.005 2801.07 144.755 Q2801.07 153.482 2797.99 158.089 Q2794.94 162.672 2789.13 162.672 Q2783.32 162.672 2780.24 158.089 Q2777.18 153.482 2777.18 144.755 Q2777.18 136.005 2780.24 131.422 Q2783.32 126.816 2789.13 126.816 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3161.14 39.9662 Q3167.02 41.222 3170.3 45.1919 Q3173.62 49.1618 3173.62 54.9951 Q3173.62 63.9476 3167.46 68.8492 Q3161.31 73.7508 3149.96 73.7508 Q3146.16 73.7508 3142.11 72.9811 Q3138.1 72.2519 3133.8 70.7531 L3133.8 62.8538 Q3137.2 64.8388 3141.25 65.8515 Q3145.31 66.8642 3149.72 66.8642 Q3157.42 66.8642 3161.43 63.826 Q3165.48 60.7879 3165.48 54.9951 Q3165.48 49.6479 3161.71 46.6502 Q3157.99 43.612 3151.3 43.612 L3144.25 43.612 L3144.25 36.8875 L3151.63 36.8875 Q3157.66 36.8875 3160.86 34.4975 Q3164.06 32.067 3164.06 27.5299 Q3164.06 22.8714 3160.74 20.4004 Q3157.46 17.8888 3151.3 17.8888 Q3147.94 17.8888 3144.09 18.618 Q3140.24 19.3471 3135.62 20.8865 L3135.62 13.5948 Q3140.28 12.2985 3144.33 11.6504 Q3148.42 11.0023 3152.03 11.0023 Q3161.35 11.0023 3166.78 15.2557 Q3172.2 19.4686 3172.2 26.6793 Q3172.2 31.7024 3169.33 35.1862 Q3166.45 38.6294 3161.14 39.9662 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3189.99 62.2867 L3198.53 62.2867 L3198.53 72.576 L3189.99 72.576 L3189.99 62.2867 M3189.99 29.6769 L3198.53 29.6769 L3198.53 39.9662 L3189.99 39.9662 L3189.99 29.6769 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3271.41 44.2197 Q3274.04 45.1109 3276.51 48.0275 Q3279.03 50.9442 3281.54 56.0483 L3289.84 72.576 L3281.05 72.576 L3273.31 57.061 Q3270.32 50.9847 3267.48 48.9997 Q3264.69 47.0148 3259.82 47.0148 L3250.91 47.0148 L3250.91 72.576 L3242.73 72.576 L3242.73 12.096 L3261.2 12.096 Q3271.57 12.096 3276.68 16.4305 Q3281.78 20.7649 3281.78 29.5149 Q3281.78 35.2267 3279.11 38.994 Q3276.47 42.7613 3271.41 44.2197 M3250.91 18.8205 L3250.91 40.2903 L3261.2 40.2903 Q3267.12 40.2903 3270.11 37.5762 Q3273.15 34.8216 3273.15 29.5149 Q3273.15 24.2082 3270.11 21.5346 Q3267.12 18.8205 3261.2 18.8205 L3250.91 18.8205 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3303.09 40.8979 L3320.26 40.8979 L3320.26 45.516 L3296.04 45.516 L3296.04 41.06 Q3297.42 39.8042 3299.97 37.5357 Q3313.9 25.1804 3313.9 21.3726 Q3313.9 18.699 3311.8 17.0786 Q3309.69 15.4177 3306.25 15.4177 Q3304.14 15.4177 3301.67 16.1469 Q3299.2 16.8356 3296.28 18.2534 L3296.28 13.2708 Q3299.4 12.1365 3302.08 11.5694 Q3304.79 11.0023 3307.1 11.0023 Q3312.97 11.0023 3316.5 13.6759 Q3320.02 16.3494 3320.02 20.7244 Q3320.02 26.3552 3306.61 37.8598 Q3304.34 39.8042 3303.09 40.8979 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3360.65 34.9026 L3412.58 34.9026 L3412.58 41.7081 L3360.65 41.7081 L3360.65 34.9026 M3360.65 51.4303 L3412.58 51.4303 L3412.58 58.3168 L3360.65 58.3168 L3360.65 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3474.12 17.4837 Q3467.8 17.4837 3464.6 23.7221 Q3461.44 29.92 3461.44 42.3968 Q3461.44 54.833 3464.6 61.0714 Q3467.8 67.2693 3474.12 67.2693 Q3480.48 67.2693 3483.64 61.0714 Q3486.84 54.833 3486.84 42.3968 Q3486.84 29.92 3483.64 23.7221 Q3480.48 17.4837 3474.12 17.4837 M3474.12 11.0023 Q3484.29 11.0023 3489.63 19.0636 Q3495.02 27.0843 3495.02 42.3968 Q3495.02 57.6687 3489.63 65.73 Q3484.29 73.7508 3474.12 73.7508 Q3463.95 73.7508 3458.56 65.73 Q3453.21 57.6687 3453.21 42.3968 Q3453.21 27.0843 3458.56 19.0636 Q3463.95 11.0023 3474.12 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3509.4 62.2867 L3517.95 62.2867 L3517.95 72.576 L3509.4 72.576 L3509.4 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3554.29 39.075 Q3548.78 39.075 3545.54 42.8424 Q3542.33 46.6097 3542.33 53.1722 Q3542.33 59.6941 3545.54 63.502 Q3548.78 67.2693 3554.29 67.2693 Q3559.79 67.2693 3562.99 63.502 Q3566.24 59.6941 3566.24 53.1722 Q3566.24 46.6097 3562.99 42.8424 Q3559.79 39.075 3554.29 39.075 M3570.53 13.4328 L3570.53 20.8865 Q3567.45 19.4281 3564.29 18.6585 Q3561.17 17.8888 3558.09 17.8888 Q3549.99 17.8888 3545.7 23.3575 Q3541.44 28.8262 3540.84 39.8852 Q3543.23 36.3609 3546.83 34.4975 Q3550.44 32.5936 3554.77 32.5936 Q3563.89 32.5936 3569.15 38.1433 Q3574.46 43.6525 3574.46 53.1722 Q3574.46 62.4892 3568.95 68.12 Q3563.44 73.7508 3554.29 73.7508 Q3543.79 73.7508 3538.24 65.73 Q3532.69 57.6687 3532.69 42.3968 Q3532.69 28.0566 3539.5 19.5497 Q3546.3 11.0023 3557.77 11.0023 Q3560.85 11.0023 3563.97 11.6099 Q3567.13 12.2175 3570.53 13.4328 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3606.06 43.8551 Q3600.22 43.8551 3596.86 46.9743 Q3593.54 50.0935 3593.54 55.5622 Q3593.54 61.0309 3596.86 64.1501 Q3600.22 67.2693 3606.06 67.2693 Q3611.89 67.2693 3615.25 64.1501 Q3618.61 60.9904 3618.61 55.5622 Q3618.61 50.0935 3615.25 46.9743 Q3611.93 43.8551 3606.06 43.8551 M3597.87 40.3713 Q3592.61 39.075 3589.65 35.4697 Q3586.73 31.8644 3586.73 26.6793 Q3586.73 19.4281 3591.88 15.2152 Q3597.06 11.0023 3606.06 11.0023 Q3615.09 11.0023 3620.23 15.2152 Q3625.38 19.4281 3625.38 26.6793 Q3625.38 31.8644 3622.42 35.4697 Q3619.5 39.075 3614.28 40.3713 Q3620.19 41.7486 3623.47 45.759 Q3626.8 49.7694 3626.8 55.5622 Q3626.8 64.3527 3621.41 69.0517 Q3616.06 73.7508 3606.06 73.7508 Q3596.05 73.7508 3590.66 69.0517 Q3585.31 64.3527 3585.31 55.5622 Q3585.31 49.7694 3588.64 45.759 Q3591.96 41.7486 3597.87 40.3713 M3594.88 27.4489 Q3594.88 32.148 3597.79 34.7811 Q3600.75 37.4142 3606.06 37.4142 Q3611.32 37.4142 3614.28 34.7811 Q3617.28 32.148 3617.28 27.4489 Q3617.28 22.7499 3614.28 20.1168 Q3611.32 17.4837 3606.06 17.4837 Q3600.75 17.4837 3597.79 20.1168 Q3594.88 22.7499 3594.88 27.4489 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3659.85 39.075 Q3654.34 39.075 3651.1 42.8424 Q3647.9 46.6097 3647.9 53.1722 Q3647.9 59.6941 3651.1 63.502 Q3654.34 67.2693 3659.85 67.2693 Q3665.36 67.2693 3668.56 63.502 Q3671.8 59.6941 3671.8 53.1722 Q3671.8 46.6097 3668.56 42.8424 Q3665.36 39.075 3659.85 39.075 M3676.1 13.4328 L3676.1 20.8865 Q3673.02 19.4281 3669.86 18.6585 Q3666.74 17.8888 3663.66 17.8888 Q3655.56 17.8888 3651.26 23.3575 Q3647.01 28.8262 3646.4 39.8852 Q3648.79 36.3609 3652.4 34.4975 Q3656 32.5936 3660.34 32.5936 Q3669.45 32.5936 3674.72 38.1433 Q3680.03 43.6525 3680.03 53.1722 Q3680.03 62.4892 3674.52 68.12 Q3669.01 73.7508 3659.85 73.7508 Q3649.36 73.7508 3643.81 65.73 Q3638.26 57.6687 3638.26 42.3968 Q3638.26 28.0566 3645.07 19.5497 Q3651.87 11.0023 3663.34 11.0023 Q3666.41 11.0023 3669.53 11.6099 Q3672.69 12.2175 3676.1 13.4328 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip484)\" cx=\"2989.13\" cy=\"897.665\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"2930.83\" cy=\"886.107\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"2891.97\" cy=\"754.012\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"3164.01\" cy=\"829.141\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"3708.11\" cy=\"638.428\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"3921.86\" cy=\"540.182\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip484)\" cx=\"3630.38\" cy=\"144.721\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip484)\" d=\"\n",
       "M2891.97 811.427 L2902.37 821.265 L2912.77 830.155 L2923.18 838.12 L2933.58 845.181 L2943.98 851.36 L2954.38 856.678 L2964.79 861.158 L2975.19 864.819 L2985.59 867.685 \n",
       "  L2996 869.776 L3006.4 871.115 L3016.8 871.722 L3027.21 871.621 L3037.61 870.831 L3048.01 869.374 L3058.41 867.273 L3068.82 864.549 L3079.22 861.223 L3089.62 857.318 \n",
       "  L3100.03 852.853 L3110.43 847.852 L3120.83 842.336 L3131.23 836.326 L3141.64 829.845 L3152.04 822.912 L3162.44 815.551 L3172.85 807.783 L3183.25 799.629 L3193.65 791.111 \n",
       "  L3204.06 782.251 L3214.46 773.069 L3224.86 763.589 L3235.26 753.83 L3245.67 743.816 L3256.07 733.567 L3266.47 723.105 L3276.88 712.452 L3287.28 701.629 L3297.68 690.658 \n",
       "  L3308.09 679.56 L3318.49 668.358 L3328.89 657.072 L3339.29 645.724 L3349.7 634.336 L3360.1 622.93 L3370.5 611.527 L3380.91 600.148 L3391.31 588.815 L3401.71 577.55 \n",
       "  L3412.11 566.375 L3422.52 555.31 L3432.92 544.378 L3443.32 533.601 L3453.73 522.999 L3464.13 512.594 L3474.53 502.408 L3484.94 492.463 L3495.34 482.78 L3505.74 473.38 \n",
       "  L3516.14 464.286 L3526.55 455.519 L3536.95 447.1 L3547.35 439.051 L3557.76 431.394 L3568.16 424.151 L3578.56 417.342 L3588.96 410.989 L3599.37 405.115 L3609.77 399.74 \n",
       "  L3620.17 394.886 L3630.58 390.576 L3640.98 386.829 L3651.38 383.669 L3661.79 381.116 L3672.19 379.192 L3682.59 377.92 L3692.99 377.319 L3703.4 377.413 L3713.8 378.222 \n",
       "  L3724.2 379.768 L3734.61 382.073 L3745.01 385.158 L3755.41 389.045 L3765.81 393.756 L3776.22 399.312 L3786.62 405.734 L3797.02 413.045 L3807.43 421.266 L3817.83 430.418 \n",
       "  L3828.23 440.523 L3838.64 451.603 L3849.04 463.679 L3859.44 476.773 L3869.84 490.906 L3880.25 506.101 L3890.65 522.378 L3901.05 539.759 L3911.46 558.266 L3921.86 577.92 \n",
       "  L3921.86 841.948 L3911.46 807.494 L3901.05 773.804 L3890.65 745.97 L3880.25 718.519 L3869.84 696.521 L3859.44 675.536 L3849.04 654.834 L3838.64 637.545 L3828.23 621.123 \n",
       "  L3817.83 605.499 L3807.43 593.364 L3797.02 585.57 L3786.62 578.794 L3776.22 573.428 L3765.81 570.131 L3755.41 569.02 L3745.01 568.528 L3734.61 569.531 L3724.2 568.608 \n",
       "  L3713.8 565.561 L3703.4 568.438 L3692.99 567.007 L3682.59 570.541 L3672.19 570.133 L3661.79 571.931 L3651.38 577.579 L3640.98 582.755 L3630.58 588.848 L3620.17 592.478 \n",
       "  L3609.77 596.001 L3599.37 600.061 L3588.96 604.606 L3578.56 611.833 L3568.16 618.3 L3557.76 625.392 L3547.35 634.545 L3536.95 646.361 L3526.55 652.906 L3516.14 659.333 \n",
       "  L3505.74 669.746 L3495.34 677.572 L3484.94 689.94 L3474.53 699.816 L3464.13 711.866 L3453.73 726.141 L3443.32 740.243 L3432.92 753.766 L3422.52 764.327 L3412.11 778.543 \n",
       "  L3401.71 792.523 L3391.31 807.192 L3380.91 822.932 L3370.5 835.85 L3360.1 848.029 L3349.7 862.639 L3339.29 875.305 L3328.89 889.685 L3318.49 899.704 L3308.09 914.117 \n",
       "  L3297.68 928.192 L3287.28 939.91 L3276.88 950.542 L3266.47 961.228 L3256.07 972.915 L3245.67 987.555 L3235.26 999.656 L3224.86 1007.37 L3214.46 1017.08 L3204.06 1023.92 \n",
       "  L3193.65 1028 L3183.25 1033.04 L3172.85 1040.43 L3162.44 1046.34 L3152.04 1050.6 L3141.64 1052.74 L3131.23 1052.64 L3120.83 1054.61 L3110.43 1054.08 L3100.03 1052.45 \n",
       "  L3089.62 1051.89 L3079.22 1050.48 L3068.82 1048.78 L3058.41 1042.22 L3048.01 1037.86 L3037.61 1034.58 L3027.21 1029.31 L3016.8 1022.32 L3006.4 1016.01 L2996 1013.74 \n",
       "  L2985.59 1005.91 L2975.19 995.796 L2964.79 995.437 L2954.38 994.67 L2943.98 993.428 L2933.58 997.361 L2923.18 1002.87 L2912.77 1007.26 L2902.37 1015.46 L2891.97 1026.02 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2891.97,811.427 2902.37,821.265 2912.77,830.155 2923.18,838.12 2933.58,845.181 2943.98,851.36 2954.38,856.678 2964.79,861.158 2975.19,864.819 2985.59,867.685 \n",
       "  2996,869.776 3006.4,871.115 3016.8,871.722 3027.21,871.621 3037.61,870.831 3048.01,869.374 3058.41,867.273 3068.82,864.549 3079.22,861.223 3089.62,857.318 \n",
       "  3100.03,852.853 3110.43,847.852 3120.83,842.336 3131.23,836.326 3141.64,829.845 3152.04,822.912 3162.44,815.551 3172.85,807.783 3183.25,799.629 3193.65,791.111 \n",
       "  3204.06,782.251 3214.46,773.069 3224.86,763.589 3235.26,753.83 3245.67,743.816 3256.07,733.567 3266.47,723.105 3276.88,712.452 3287.28,701.629 3297.68,690.658 \n",
       "  3308.09,679.56 3318.49,668.358 3328.89,657.072 3339.29,645.724 3349.7,634.336 3360.1,622.93 3370.5,611.527 3380.91,600.148 3391.31,588.815 3401.71,577.55 \n",
       "  3412.11,566.375 3422.52,555.31 3432.92,544.378 3443.32,533.601 3453.73,522.999 3464.13,512.594 3474.53,502.408 3484.94,492.463 3495.34,482.78 3505.74,473.38 \n",
       "  3516.14,464.286 3526.55,455.519 3536.95,447.1 3547.35,439.051 3557.76,431.394 3568.16,424.151 3578.56,417.342 3588.96,410.989 3599.37,405.115 3609.77,399.74 \n",
       "  3620.17,394.886 3630.58,390.576 3640.98,386.829 3651.38,383.669 3661.79,381.116 3672.19,379.192 3682.59,377.92 3692.99,377.319 3703.4,377.413 3713.8,378.222 \n",
       "  3724.2,379.768 3734.61,382.073 3745.01,385.158 3755.41,389.045 3765.81,393.756 3776.22,399.312 3786.62,405.734 3797.02,413.045 3807.43,421.266 3817.83,430.418 \n",
       "  3828.23,440.523 3838.64,451.603 3849.04,463.679 3859.44,476.773 3869.84,490.906 3880.25,506.101 3890.65,522.378 3901.05,539.759 3911.46,558.266 3921.86,577.92 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip484)\" d=\"\n",
       "M2891.97 811.427 L2902.37 821.265 L2912.77 830.155 L2923.18 838.12 L2933.58 845.181 L2943.98 851.36 L2954.38 856.678 L2964.79 861.158 L2975.19 864.819 L2985.59 867.685 \n",
       "  L2996 869.776 L3006.4 871.115 L3016.8 871.722 L3027.21 871.621 L3037.61 870.831 L3048.01 869.374 L3058.41 867.273 L3068.82 864.549 L3079.22 861.223 L3089.62 857.318 \n",
       "  L3100.03 852.853 L3110.43 847.852 L3120.83 842.336 L3131.23 836.326 L3141.64 829.845 L3152.04 822.912 L3162.44 815.551 L3172.85 807.783 L3183.25 799.629 L3193.65 791.111 \n",
       "  L3204.06 782.251 L3214.46 773.069 L3224.86 763.589 L3235.26 753.83 L3245.67 743.816 L3256.07 733.567 L3266.47 723.105 L3276.88 712.452 L3287.28 701.629 L3297.68 690.658 \n",
       "  L3308.09 679.56 L3318.49 668.358 L3328.89 657.072 L3339.29 645.724 L3349.7 634.336 L3360.1 622.93 L3370.5 611.527 L3380.91 600.148 L3391.31 588.815 L3401.71 577.55 \n",
       "  L3412.11 566.375 L3422.52 555.31 L3432.92 544.378 L3443.32 533.601 L3453.73 522.999 L3464.13 512.594 L3474.53 502.408 L3484.94 492.463 L3495.34 482.78 L3505.74 473.38 \n",
       "  L3516.14 464.286 L3526.55 455.519 L3536.95 447.1 L3547.35 439.051 L3557.76 431.394 L3568.16 424.151 L3578.56 417.342 L3588.96 410.989 L3599.37 405.115 L3609.77 399.74 \n",
       "  L3620.17 394.886 L3630.58 390.576 L3640.98 386.829 L3651.38 383.669 L3661.79 381.116 L3672.19 379.192 L3682.59 377.92 L3692.99 377.319 L3703.4 377.413 L3713.8 378.222 \n",
       "  L3724.2 379.768 L3734.61 382.073 L3745.01 385.158 L3755.41 389.045 L3765.81 393.756 L3776.22 399.312 L3786.62 405.734 L3797.02 413.045 L3807.43 421.266 L3817.83 430.418 \n",
       "  L3828.23 440.523 L3838.64 451.603 L3849.04 463.679 L3859.44 476.773 L3869.84 490.906 L3880.25 506.101 L3890.65 522.378 L3901.05 539.759 L3911.46 558.266 L3921.86 577.92 \n",
       "  L3921.86 318.829 L3911.46 315.652 L3901.05 316.01 L3890.65 312.212 L3880.25 298.997 L3869.84 293.174 L3859.44 286.226 L3849.04 275.764 L3838.64 266.482 L3828.23 260.772 \n",
       "  L3817.83 257.269 L3807.43 253.514 L3797.02 251.242 L3786.62 241.575 L3776.22 234.376 L3765.81 226.33 L3755.41 221.155 L3745.01 218.136 L3734.61 214.413 L3724.2 208.99 \n",
       "  L3713.8 207.508 L3703.4 202.972 L3692.99 204.355 L3682.59 202.044 L3672.19 199.941 L3661.79 200.17 L3651.38 200.148 L3640.98 202.384 L3630.58 205.668 L3620.17 208.091 \n",
       "  L3609.77 212.92 L3599.37 217.28 L3588.96 225.31 L3578.56 232.687 L3568.16 236.373 L3557.76 247.637 L3547.35 257.22 L3536.95 264.535 L3526.55 273.652 L3516.14 278.874 \n",
       "  L3505.74 284.733 L3495.34 294.081 L3484.94 303.905 L3474.53 310.186 L3464.13 318.216 L3453.73 325.735 L3443.32 337.04 L3432.92 344.864 L3422.52 353.437 L3412.11 357.223 \n",
       "  L3401.71 369.386 L3391.31 379.363 L3380.91 387.875 L3370.5 396.949 L3360.1 406.85 L3349.7 417.963 L3339.29 426.452 L3328.89 436.095 L3318.49 445.276 L3308.09 454.282 \n",
       "  L3297.68 463.301 L3287.28 472.385 L3276.88 484.056 L3266.47 489.605 L3256.07 498.501 L3245.67 507.218 L3235.26 516.225 L3224.86 525.799 L3214.46 535.713 L3204.06 545.462 \n",
       "  L3193.65 557.356 L3183.25 572.009 L3172.85 580.494 L3162.44 589.623 L3152.04 601.362 L3141.64 611.829 L3131.23 622.517 L3120.83 629.105 L3110.43 638.057 L3100.03 645.005 \n",
       "  L3089.62 654.38 L3079.22 663.102 L3068.82 673.316 L3058.41 681.465 L3048.01 689.172 L3037.61 698.192 L3027.21 703.69 L3016.8 713.216 L3006.4 719.588 L2996 722.766 \n",
       "  L2985.59 726.254 L2975.19 728.581 L2964.79 727.54 L2954.38 721.2 L2943.98 715.104 L2933.58 704.876 L2923.18 688.026 L2912.77 664.919 L2902.37 639.839 L2891.97 607.186 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip484)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2891.97,811.427 2902.37,821.265 2912.77,830.155 2923.18,838.12 2933.58,845.181 2943.98,851.36 2954.38,856.678 2964.79,861.158 2975.19,864.819 2985.59,867.685 \n",
       "  2996,869.776 3006.4,871.115 3016.8,871.722 3027.21,871.621 3037.61,870.831 3048.01,869.374 3058.41,867.273 3068.82,864.549 3079.22,861.223 3089.62,857.318 \n",
       "  3100.03,852.853 3110.43,847.852 3120.83,842.336 3131.23,836.326 3141.64,829.845 3152.04,822.912 3162.44,815.551 3172.85,807.783 3183.25,799.629 3193.65,791.111 \n",
       "  3204.06,782.251 3214.46,773.069 3224.86,763.589 3235.26,753.83 3245.67,743.816 3256.07,733.567 3266.47,723.105 3276.88,712.452 3287.28,701.629 3297.68,690.658 \n",
       "  3308.09,679.56 3318.49,668.358 3328.89,657.072 3339.29,645.724 3349.7,634.336 3360.1,622.93 3370.5,611.527 3380.91,600.148 3391.31,588.815 3401.71,577.55 \n",
       "  3412.11,566.375 3422.52,555.31 3432.92,544.378 3443.32,533.601 3453.73,522.999 3464.13,512.594 3474.53,502.408 3484.94,492.463 3495.34,482.78 3505.74,473.38 \n",
       "  3516.14,464.286 3526.55,455.519 3536.95,447.1 3547.35,439.051 3557.76,431.394 3568.16,424.151 3578.56,417.342 3588.96,410.989 3599.37,405.115 3609.77,399.74 \n",
       "  3620.17,394.886 3630.58,390.576 3640.98,386.829 3651.38,383.669 3661.79,381.116 3672.19,379.192 3682.59,377.92 3692.99,377.319 3703.4,377.413 3713.8,378.222 \n",
       "  3724.2,379.768 3734.61,382.073 3745.01,385.158 3755.41,389.045 3765.81,393.756 3776.22,399.312 3786.62,405.734 3797.02,413.045 3807.43,421.266 3817.83,430.418 \n",
       "  3828.23,440.523 3838.64,451.603 3849.04,463.679 3859.44,476.773 3869.84,490.906 3880.25,506.101 3890.65,522.378 3901.05,539.759 3911.46,558.266 3921.86,577.92 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M202.274 2281.9 L1293.96 2281.9 L1293.96 1317.42 L202.274 1317.42  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip485\">\n",
       "    <rect x=\"202\" y=\"1317\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  236.867,2281.9 236.867,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  448.77,2281.9 448.77,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  660.673,2281.9 660.673,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  872.576,2281.9 872.576,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1084.48,2281.9 1084.48,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,2281.9 1293.96,2281.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  236.867,2281.9 236.867,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  448.77,2281.9 448.77,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  660.673,2281.9 660.673,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  872.576,2281.9 872.576,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1084.48,2281.9 1084.48,2263.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M183.395 2340.28 L213.071 2340.28 L213.071 2344.21 L183.395 2344.21 L183.395 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M223.974 2353.17 L231.612 2353.17 L231.612 2326.8 L223.302 2328.47 L223.302 2324.21 L231.566 2322.54 L236.242 2322.54 L236.242 2353.17 L243.881 2353.17 L243.881 2357.1 L223.974 2357.1 L223.974 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M253.325 2351.22 L258.21 2351.22 L258.21 2357.1 L253.325 2357.1 L253.325 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M278.395 2325.62 Q274.783 2325.62 272.955 2329.19 Q271.149 2332.73 271.149 2339.86 Q271.149 2346.97 272.955 2350.53 Q274.783 2354.07 278.395 2354.07 Q282.029 2354.07 283.834 2350.53 Q285.663 2346.97 285.663 2339.86 Q285.663 2332.73 283.834 2329.19 Q282.029 2325.62 278.395 2325.62 M278.395 2321.92 Q284.205 2321.92 287.26 2326.53 Q290.339 2331.11 290.339 2339.86 Q290.339 2348.59 287.26 2353.19 Q284.205 2357.78 278.395 2357.78 Q272.584 2357.78 269.506 2353.19 Q266.45 2348.59 266.45 2339.86 Q266.45 2331.11 269.506 2326.53 Q272.584 2321.92 278.395 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M395.796 2340.28 L425.472 2340.28 L425.472 2344.21 L395.796 2344.21 L395.796 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M445.564 2325.62 Q441.953 2325.62 440.124 2329.19 Q438.319 2332.73 438.319 2339.86 Q438.319 2346.97 440.124 2350.53 Q441.953 2354.07 445.564 2354.07 Q449.198 2354.07 451.004 2350.53 Q452.833 2346.97 452.833 2339.86 Q452.833 2332.73 451.004 2329.19 Q449.198 2325.62 445.564 2325.62 M445.564 2321.92 Q451.374 2321.92 454.43 2326.53 Q457.508 2331.11 457.508 2339.86 Q457.508 2348.59 454.43 2353.19 Q451.374 2357.78 445.564 2357.78 Q439.754 2357.78 436.675 2353.19 Q433.62 2348.59 433.62 2339.86 Q433.62 2331.11 436.675 2326.53 Q439.754 2321.92 445.564 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M465.726 2351.22 L470.61 2351.22 L470.61 2357.1 L465.726 2357.1 L465.726 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M480.842 2322.54 L499.198 2322.54 L499.198 2326.48 L485.124 2326.48 L485.124 2334.95 Q486.143 2334.6 487.161 2334.44 Q488.18 2334.26 489.198 2334.26 Q494.985 2334.26 498.365 2337.43 Q501.744 2340.6 501.744 2346.02 Q501.744 2351.59 498.272 2354.7 Q494.8 2357.78 488.481 2357.78 Q486.305 2357.78 484.036 2357.4 Q481.791 2357.03 479.383 2356.29 L479.383 2351.59 Q481.467 2352.73 483.689 2353.28 Q485.911 2353.84 488.388 2353.84 Q492.393 2353.84 494.73 2351.73 Q497.068 2349.63 497.068 2346.02 Q497.068 2342.4 494.73 2340.3 Q492.393 2338.19 488.388 2338.19 Q486.513 2338.19 484.638 2338.61 Q482.786 2339.03 480.842 2339.9 L480.842 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M638.058 2325.62 Q634.446 2325.62 632.618 2329.19 Q630.812 2332.73 630.812 2339.86 Q630.812 2346.97 632.618 2350.53 Q634.446 2354.07 638.058 2354.07 Q641.692 2354.07 643.497 2350.53 Q645.326 2346.97 645.326 2339.86 Q645.326 2332.73 643.497 2329.19 Q641.692 2325.62 638.058 2325.62 M638.058 2321.92 Q643.868 2321.92 646.923 2326.53 Q650.002 2331.11 650.002 2339.86 Q650.002 2348.59 646.923 2353.19 Q643.868 2357.78 638.058 2357.78 Q632.247 2357.78 629.169 2353.19 Q626.113 2348.59 626.113 2339.86 Q626.113 2331.11 629.169 2326.53 Q632.247 2321.92 638.058 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M658.219 2351.22 L663.104 2351.22 L663.104 2357.1 L658.219 2357.1 L658.219 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M683.289 2325.62 Q679.678 2325.62 677.849 2329.19 Q676.043 2332.73 676.043 2339.86 Q676.043 2346.97 677.849 2350.53 Q679.678 2354.07 683.289 2354.07 Q686.923 2354.07 688.729 2350.53 Q690.557 2346.97 690.557 2339.86 Q690.557 2332.73 688.729 2329.19 Q686.923 2325.62 683.289 2325.62 M683.289 2321.92 Q689.099 2321.92 692.154 2326.53 Q695.233 2331.11 695.233 2339.86 Q695.233 2348.59 692.154 2353.19 Q689.099 2357.78 683.289 2357.78 Q677.479 2357.78 674.4 2353.19 Q671.344 2348.59 671.344 2339.86 Q671.344 2331.11 674.4 2326.53 Q677.479 2321.92 683.289 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M850.458 2325.62 Q846.847 2325.62 845.018 2329.19 Q843.213 2332.73 843.213 2339.86 Q843.213 2346.97 845.018 2350.53 Q846.847 2354.07 850.458 2354.07 Q854.092 2354.07 855.898 2350.53 Q857.727 2346.97 857.727 2339.86 Q857.727 2332.73 855.898 2329.19 Q854.092 2325.62 850.458 2325.62 M850.458 2321.92 Q856.268 2321.92 859.324 2326.53 Q862.403 2331.11 862.403 2339.86 Q862.403 2348.59 859.324 2353.19 Q856.268 2357.78 850.458 2357.78 Q844.648 2357.78 841.569 2353.19 Q838.514 2348.59 838.514 2339.86 Q838.514 2331.11 841.569 2326.53 Q844.648 2321.92 850.458 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M870.62 2351.22 L875.504 2351.22 L875.504 2357.1 L870.62 2357.1 L870.62 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M885.736 2322.54 L904.092 2322.54 L904.092 2326.48 L890.018 2326.48 L890.018 2334.95 Q891.037 2334.6 892.055 2334.44 Q893.074 2334.26 894.092 2334.26 Q899.879 2334.26 903.259 2337.43 Q906.638 2340.6 906.638 2346.02 Q906.638 2351.59 903.166 2354.7 Q899.694 2357.78 893.375 2357.78 Q891.199 2357.78 888.93 2357.4 Q886.685 2357.03 884.277 2356.29 L884.277 2351.59 Q886.361 2352.73 888.583 2353.28 Q890.805 2353.84 893.282 2353.84 Q897.287 2353.84 899.625 2351.73 Q901.963 2349.63 901.963 2346.02 Q901.963 2342.4 899.625 2340.3 Q897.287 2338.19 893.282 2338.19 Q891.407 2338.19 889.532 2338.61 Q887.68 2339.03 885.736 2339.9 L885.736 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1051.63 2353.17 L1059.27 2353.17 L1059.27 2326.8 L1050.96 2328.47 L1050.96 2324.21 L1059.22 2322.54 L1063.9 2322.54 L1063.9 2353.17 L1071.54 2353.17 L1071.54 2357.1 L1051.63 2357.1 L1051.63 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1080.98 2351.22 L1085.87 2351.22 L1085.87 2357.1 L1080.98 2357.1 L1080.98 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1106.05 2325.62 Q1102.44 2325.62 1100.61 2329.19 Q1098.81 2332.73 1098.81 2339.86 Q1098.81 2346.97 1100.61 2350.53 Q1102.44 2354.07 1106.05 2354.07 Q1109.69 2354.07 1111.49 2350.53 Q1113.32 2346.97 1113.32 2339.86 Q1113.32 2332.73 1111.49 2329.19 Q1109.69 2325.62 1106.05 2325.62 M1106.05 2321.92 Q1111.86 2321.92 1114.92 2326.53 Q1118 2331.11 1118 2339.86 Q1118 2348.59 1114.92 2353.19 Q1111.86 2357.78 1106.05 2357.78 Q1100.24 2357.78 1097.16 2353.19 Q1094.11 2348.59 1094.11 2339.86 Q1094.11 2331.11 1097.16 2326.53 Q1100.24 2321.92 1106.05 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,2117.25 1293.96,2117.25 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,1933.19 1293.96,1933.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,1749.14 1293.96,1749.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,1565.08 1293.96,1565.08 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  202.274,1381.03 1293.96,1381.03 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,2281.9 202.274,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,2117.25 221.172,2117.25 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1933.19 221.172,1933.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1749.14 221.172,1749.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1565.08 221.172,1565.08 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  202.274,1381.03 221.172,1381.03 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M55.9319 2103.05 Q52.3208 2103.05 50.4921 2106.61 Q48.6865 2110.15 48.6865 2117.28 Q48.6865 2124.39 50.4921 2127.96 Q52.3208 2131.5 55.9319 2131.5 Q59.5661 2131.5 61.3717 2127.96 Q63.2004 2124.39 63.2004 2117.28 Q63.2004 2110.15 61.3717 2106.61 Q59.5661 2103.05 55.9319 2103.05 M55.9319 2099.34 Q61.742 2099.34 64.7976 2103.95 Q67.8763 2108.53 67.8763 2117.28 Q67.8763 2126.01 64.7976 2130.62 Q61.742 2135.2 55.9319 2135.2 Q50.1217 2135.2 47.043 2130.62 Q43.9875 2126.01 43.9875 2117.28 Q43.9875 2108.53 47.043 2103.95 Q50.1217 2099.34 55.9319 2099.34 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M76.0938 2128.65 L80.978 2128.65 L80.978 2134.53 L76.0938 2134.53 L76.0938 2128.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M95.1909 2130.59 L111.51 2130.59 L111.51 2134.53 L89.566 2134.53 L89.566 2130.59 Q92.228 2127.84 96.8113 2123.21 Q101.418 2118.56 102.598 2117.21 Q104.844 2114.69 105.723 2112.96 Q106.626 2111.2 106.626 2109.51 Q106.626 2106.75 104.682 2105.02 Q102.76 2103.28 99.6585 2103.28 Q97.4594 2103.28 95.0057 2104.04 Q92.5752 2104.81 89.7974 2106.36 L89.7974 2101.64 Q92.6215 2100.5 95.0752 2099.92 Q97.5289 2099.34 99.5659 2099.34 Q104.936 2099.34 108.131 2102.03 Q111.325 2104.71 111.325 2109.21 Q111.325 2111.33 110.515 2113.26 Q109.728 2115.15 107.621 2117.75 Q107.043 2118.42 103.941 2121.64 Q100.839 2124.83 95.1909 2130.59 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M121.371 2099.97 L139.728 2099.97 L139.728 2103.9 L125.654 2103.9 L125.654 2112.38 Q126.672 2112.03 127.691 2111.87 Q128.709 2111.68 129.728 2111.68 Q135.515 2111.68 138.894 2114.85 Q142.274 2118.02 142.274 2123.44 Q142.274 2129.02 138.802 2132.12 Q135.33 2135.2 129.01 2135.2 Q126.834 2135.2 124.566 2134.83 Q122.32 2134.46 119.913 2133.72 L119.913 2129.02 Q121.996 2130.15 124.219 2130.71 Q126.441 2131.27 128.918 2131.27 Q132.922 2131.27 135.26 2129.16 Q137.598 2127.05 137.598 2123.44 Q137.598 2119.83 135.26 2117.72 Q132.922 2115.62 128.918 2115.62 Q127.043 2115.62 125.168 2116.03 Q123.316 2116.45 121.371 2117.33 L121.371 2099.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M54.9365 1918.99 Q51.3254 1918.99 49.4967 1922.56 Q47.6912 1926.1 47.6912 1933.23 Q47.6912 1940.33 49.4967 1943.9 Q51.3254 1947.44 54.9365 1947.44 Q58.5707 1947.44 60.3763 1943.9 Q62.205 1940.33 62.205 1933.23 Q62.205 1926.1 60.3763 1922.56 Q58.5707 1918.99 54.9365 1918.99 M54.9365 1915.29 Q60.7467 1915.29 63.8022 1919.89 Q66.8809 1924.48 66.8809 1933.23 Q66.8809 1941.95 63.8022 1946.56 Q60.7467 1951.14 54.9365 1951.14 Q49.1264 1951.14 46.0477 1946.56 Q42.9921 1941.95 42.9921 1933.23 Q42.9921 1924.48 46.0477 1919.89 Q49.1264 1915.29 54.9365 1915.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M75.0984 1944.59 L79.9827 1944.59 L79.9827 1950.47 L75.0984 1950.47 L75.0984 1944.59 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M90.2141 1915.91 L108.57 1915.91 L108.57 1919.85 L94.4965 1919.85 L94.4965 1928.32 Q95.515 1927.97 96.5335 1927.81 Q97.552 1927.63 98.5705 1927.63 Q104.358 1927.63 107.737 1930.8 Q111.117 1933.97 111.117 1939.39 Q111.117 1944.96 107.645 1948.07 Q104.172 1951.14 97.8529 1951.14 Q95.677 1951.14 93.4085 1950.77 Q91.1632 1950.4 88.7558 1949.66 L88.7558 1944.96 Q90.8391 1946.1 93.0613 1946.65 Q95.2835 1947.21 97.7604 1947.21 Q101.765 1947.21 104.103 1945.1 Q106.441 1943 106.441 1939.39 Q106.441 1935.77 104.103 1933.67 Q101.765 1931.56 97.7604 1931.56 Q95.8854 1931.56 94.0104 1931.98 Q92.1585 1932.39 90.2141 1933.27 L90.2141 1915.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M130.33 1918.99 Q126.719 1918.99 124.89 1922.56 Q123.084 1926.1 123.084 1933.23 Q123.084 1940.33 124.89 1943.9 Q126.719 1947.44 130.33 1947.44 Q133.964 1947.44 135.769 1943.9 Q137.598 1940.33 137.598 1933.23 Q137.598 1926.1 135.769 1922.56 Q133.964 1918.99 130.33 1918.99 M130.33 1915.29 Q136.14 1915.29 139.195 1919.89 Q142.274 1924.48 142.274 1933.23 Q142.274 1941.95 139.195 1946.56 Q136.14 1951.14 130.33 1951.14 Q124.519 1951.14 121.441 1946.56 Q118.385 1941.95 118.385 1933.23 Q118.385 1924.48 121.441 1919.89 Q124.519 1915.29 130.33 1915.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M55.9319 1734.94 Q52.3208 1734.94 50.4921 1738.5 Q48.6865 1742.04 48.6865 1749.17 Q48.6865 1756.28 50.4921 1759.84 Q52.3208 1763.39 55.9319 1763.39 Q59.5661 1763.39 61.3717 1759.84 Q63.2004 1756.28 63.2004 1749.17 Q63.2004 1742.04 61.3717 1738.5 Q59.5661 1734.94 55.9319 1734.94 M55.9319 1731.23 Q61.742 1731.23 64.7976 1735.84 Q67.8763 1740.42 67.8763 1749.17 Q67.8763 1757.9 64.7976 1762.51 Q61.742 1767.09 55.9319 1767.09 Q50.1217 1767.09 47.043 1762.51 Q43.9875 1757.9 43.9875 1749.17 Q43.9875 1740.42 47.043 1735.84 Q50.1217 1731.23 55.9319 1731.23 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M76.0938 1760.54 L80.978 1760.54 L80.978 1766.42 L76.0938 1766.42 L76.0938 1760.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M89.9826 1731.86 L112.205 1731.86 L112.205 1733.85 L99.6585 1766.42 L94.7743 1766.42 L106.58 1735.79 L89.9826 1735.79 L89.9826 1731.86 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M121.371 1731.86 L139.728 1731.86 L139.728 1735.79 L125.654 1735.79 L125.654 1744.27 Q126.672 1743.92 127.691 1743.76 Q128.709 1743.57 129.728 1743.57 Q135.515 1743.57 138.894 1746.74 Q142.274 1749.91 142.274 1755.33 Q142.274 1760.91 138.802 1764.01 Q135.33 1767.09 129.01 1767.09 Q126.834 1767.09 124.566 1766.72 Q122.32 1766.35 119.913 1765.61 L119.913 1760.91 Q121.996 1762.04 124.219 1762.6 Q126.441 1763.15 128.918 1763.15 Q132.922 1763.15 135.26 1761.05 Q137.598 1758.94 137.598 1755.33 Q137.598 1751.72 135.26 1749.61 Q132.922 1747.51 128.918 1747.51 Q127.043 1747.51 125.168 1747.92 Q123.316 1748.34 121.371 1749.22 L121.371 1731.86 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M45.7467 1578.43 L53.3856 1578.43 L53.3856 1552.06 L45.0754 1553.73 L45.0754 1549.47 L53.3393 1547.8 L58.0152 1547.8 L58.0152 1578.43 L65.654 1578.43 L65.654 1582.36 L45.7467 1582.36 L45.7467 1578.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M75.0984 1576.48 L79.9827 1576.48 L79.9827 1582.36 L75.0984 1582.36 L75.0984 1576.48 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M100.168 1550.88 Q96.5567 1550.88 94.728 1554.45 Q92.9224 1557.99 92.9224 1565.12 Q92.9224 1572.22 94.728 1575.79 Q96.5567 1579.33 100.168 1579.33 Q103.802 1579.33 105.608 1575.79 Q107.436 1572.22 107.436 1565.12 Q107.436 1557.99 105.608 1554.45 Q103.802 1550.88 100.168 1550.88 M100.168 1547.18 Q105.978 1547.18 109.033 1551.78 Q112.112 1556.37 112.112 1565.12 Q112.112 1573.84 109.033 1578.45 Q105.978 1583.03 100.168 1583.03 Q94.3576 1583.03 91.2789 1578.45 Q88.2234 1573.84 88.2234 1565.12 Q88.2234 1556.37 91.2789 1551.78 Q94.3576 1547.18 100.168 1547.18 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M130.33 1550.88 Q126.719 1550.88 124.89 1554.45 Q123.084 1557.99 123.084 1565.12 Q123.084 1572.22 124.89 1575.79 Q126.719 1579.33 130.33 1579.33 Q133.964 1579.33 135.769 1575.79 Q137.598 1572.22 137.598 1565.12 Q137.598 1557.99 135.769 1554.45 Q133.964 1550.88 130.33 1550.88 M130.33 1547.18 Q136.14 1547.18 139.195 1551.78 Q142.274 1556.37 142.274 1565.12 Q142.274 1573.84 139.195 1578.45 Q136.14 1583.03 130.33 1583.03 Q124.519 1583.03 121.441 1578.45 Q118.385 1573.84 118.385 1565.12 Q118.385 1556.37 121.441 1551.78 Q124.519 1547.18 130.33 1547.18 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M46.7421 1394.37 L54.381 1394.37 L54.381 1368.01 L46.0708 1369.67 L46.0708 1365.41 L54.3347 1363.75 L59.0106 1363.75 L59.0106 1394.37 L66.6494 1394.37 L66.6494 1398.31 L46.7421 1398.31 L46.7421 1394.37 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M76.0938 1392.43 L80.978 1392.43 L80.978 1398.31 L76.0938 1398.31 L76.0938 1392.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M95.1909 1394.37 L111.51 1394.37 L111.51 1398.31 L89.566 1398.31 L89.566 1394.37 Q92.228 1391.62 96.8113 1386.99 Q101.418 1382.33 102.598 1380.99 Q104.844 1378.47 105.723 1376.73 Q106.626 1374.97 106.626 1373.28 Q106.626 1370.53 104.682 1368.79 Q102.76 1367.06 99.6585 1367.06 Q97.4594 1367.06 95.0057 1367.82 Q92.5752 1368.58 89.7974 1370.14 L89.7974 1365.41 Q92.6215 1364.28 95.0752 1363.7 Q97.5289 1363.12 99.5659 1363.12 Q104.936 1363.12 108.131 1365.81 Q111.325 1368.49 111.325 1372.98 Q111.325 1375.11 110.515 1377.03 Q109.728 1378.93 107.621 1381.52 Q107.043 1382.2 103.941 1385.41 Q100.839 1388.61 95.1909 1394.37 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M121.371 1363.75 L139.728 1363.75 L139.728 1367.68 L125.654 1367.68 L125.654 1376.15 Q126.672 1375.81 127.691 1375.64 Q128.709 1375.46 129.728 1375.46 Q135.515 1375.46 138.894 1378.63 Q142.274 1381.8 142.274 1387.22 Q142.274 1392.8 138.802 1395.9 Q135.33 1398.98 129.01 1398.98 Q126.834 1398.98 124.566 1398.61 Q122.32 1398.24 119.913 1397.5 L119.913 1392.8 Q121.996 1393.93 124.219 1394.49 Q126.441 1395.04 128.918 1395.04 Q132.922 1395.04 135.26 1392.94 Q137.598 1390.83 137.598 1387.22 Q137.598 1383.61 135.26 1381.5 Q132.922 1379.39 128.918 1379.39 Q127.043 1379.39 125.168 1379.81 Q123.316 1380.23 121.371 1381.11 L121.371 1363.75 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M501.883 1219.23 L481.223 1251.51 L501.883 1251.51 L501.883 1219.23 M499.736 1212.1 L510.025 1212.1 L510.025 1251.51 L518.653 1251.51 L518.653 1258.32 L510.025 1258.32 L510.025 1272.58 L501.883 1272.58 L501.883 1258.32 L474.579 1258.32 L474.579 1250.42 L499.736 1212.1 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M533.034 1262.29 L541.581 1262.29 L541.581 1272.58 L533.034 1272.58 L533.034 1262.29 M533.034 1229.68 L541.581 1229.68 L541.581 1239.97 L533.034 1239.97 L533.034 1229.68 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M614.457 1244.22 Q617.09 1245.11 619.561 1248.03 Q622.073 1250.94 624.584 1256.05 L632.889 1272.58 L624.098 1272.58 L616.361 1257.06 Q613.363 1250.98 610.528 1249 Q607.733 1247.01 602.872 1247.01 L593.96 1247.01 L593.96 1272.58 L585.777 1272.58 L585.777 1212.1 L604.249 1212.1 Q614.619 1212.1 619.723 1216.43 Q624.828 1220.76 624.828 1229.51 Q624.828 1235.23 622.154 1238.99 Q619.521 1242.76 614.457 1244.22 M593.96 1218.82 L593.96 1240.29 L604.249 1240.29 Q610.163 1240.29 613.161 1237.58 Q616.199 1234.82 616.199 1229.51 Q616.199 1224.21 613.161 1221.53 Q610.163 1218.82 604.249 1218.82 L593.96 1218.82 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M646.135 1240.9 L663.311 1240.9 L663.311 1245.52 L639.087 1245.52 L639.087 1241.06 Q640.464 1239.8 643.016 1237.54 Q656.951 1225.18 656.951 1221.37 Q656.951 1218.7 654.845 1217.08 Q652.738 1215.42 649.295 1215.42 Q647.189 1215.42 644.717 1216.15 Q642.246 1216.84 639.33 1218.25 L639.33 1213.27 Q642.449 1212.14 645.123 1211.57 Q647.837 1211 650.146 1211 Q656.019 1211 659.544 1213.68 Q663.068 1216.35 663.068 1220.72 Q663.068 1226.36 649.66 1237.86 Q647.391 1239.8 646.135 1240.9 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M703.699 1234.9 L755.631 1234.9 L755.631 1241.71 L703.699 1241.71 L703.699 1234.9 M703.699 1251.43 L755.631 1251.43 L755.631 1258.32 L703.699 1258.32 L703.699 1251.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M817.164 1217.48 Q810.845 1217.48 807.645 1223.72 Q804.485 1229.92 804.485 1242.4 Q804.485 1254.83 807.645 1261.07 Q810.845 1267.27 817.164 1267.27 Q823.524 1267.27 826.684 1261.07 Q829.884 1254.83 829.884 1242.4 Q829.884 1229.92 826.684 1223.72 Q823.524 1217.48 817.164 1217.48 M817.164 1211 Q827.332 1211 832.679 1219.06 Q838.067 1227.08 838.067 1242.4 Q838.067 1257.67 832.679 1265.73 Q827.332 1273.75 817.164 1273.75 Q806.997 1273.75 801.609 1265.73 Q796.262 1257.67 796.262 1242.4 Q796.262 1227.08 801.609 1219.06 Q806.997 1211 817.164 1211 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M852.448 1262.29 L860.995 1262.29 L860.995 1272.58 L852.448 1272.58 L852.448 1262.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M896.319 1243.86 Q890.486 1243.86 887.124 1246.97 Q883.802 1250.09 883.802 1255.56 Q883.802 1261.03 887.124 1264.15 Q890.486 1267.27 896.319 1267.27 Q902.152 1267.27 905.515 1264.15 Q908.877 1260.99 908.877 1255.56 Q908.877 1250.09 905.515 1246.97 Q902.193 1243.86 896.319 1243.86 M888.136 1240.37 Q882.87 1239.08 879.913 1235.47 Q876.996 1231.86 876.996 1226.68 Q876.996 1219.43 882.141 1215.22 Q887.326 1211 896.319 1211 Q905.353 1211 910.497 1215.22 Q915.642 1219.43 915.642 1226.68 Q915.642 1231.86 912.685 1235.47 Q909.768 1239.08 904.542 1240.37 Q910.457 1241.75 913.738 1245.76 Q917.06 1249.77 917.06 1255.56 Q917.06 1264.35 911.672 1269.05 Q906.325 1273.75 896.319 1273.75 Q886.313 1273.75 880.926 1269.05 Q875.578 1264.35 875.578 1255.56 Q875.578 1249.77 878.9 1245.76 Q882.222 1241.75 888.136 1240.37 M885.139 1227.45 Q885.139 1232.15 888.055 1234.78 Q891.012 1237.41 896.319 1237.41 Q901.585 1237.41 904.542 1234.78 Q907.54 1232.15 907.54 1227.45 Q907.54 1222.75 904.542 1220.12 Q901.585 1217.48 896.319 1217.48 Q891.012 1217.48 888.055 1220.12 Q885.139 1222.75 885.139 1227.45 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M938.651 1265.69 L967.21 1265.69 L967.21 1272.58 L928.807 1272.58 L928.807 1265.69 Q933.466 1260.87 941.487 1252.77 Q949.548 1244.62 951.614 1242.28 Q955.543 1237.86 957.083 1234.82 Q958.663 1231.74 958.663 1228.79 Q958.663 1223.97 955.26 1220.93 Q951.898 1217.89 946.469 1217.89 Q942.621 1217.89 938.327 1219.23 Q934.074 1220.56 929.212 1223.28 L929.212 1215.01 Q934.155 1213.03 938.449 1212.01 Q942.742 1211 946.307 1211 Q955.705 1211 961.296 1215.7 Q966.886 1220.4 966.886 1228.26 Q966.886 1231.99 965.468 1235.35 Q964.091 1238.67 960.404 1243.21 Q959.392 1244.38 953.963 1250.01 Q948.535 1255.6 938.651 1265.69 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1009.18 1239.97 Q1015.05 1241.22 1018.33 1245.19 Q1021.65 1249.16 1021.65 1255 Q1021.65 1263.95 1015.5 1268.85 Q1009.34 1273.75 997.997 1273.75 Q994.189 1273.75 990.138 1272.98 Q986.128 1272.25 981.834 1270.75 L981.834 1262.85 Q985.236 1264.84 989.287 1265.85 Q993.338 1266.86 997.754 1266.86 Q1005.45 1266.86 1009.46 1263.83 Q1013.51 1260.79 1013.51 1255 Q1013.51 1249.65 1009.74 1246.65 Q1006.02 1243.61 999.334 1243.61 L992.285 1243.61 L992.285 1236.89 L999.658 1236.89 Q1005.69 1236.89 1008.89 1234.5 Q1012.09 1232.07 1012.09 1227.53 Q1012.09 1222.87 1008.77 1220.4 Q1005.49 1217.89 999.334 1217.89 Q995.971 1217.89 992.123 1218.62 Q988.275 1219.35 983.657 1220.89 L983.657 1213.59 Q988.315 1212.3 992.366 1211.65 Q996.457 1211 1000.06 1211 Q1009.38 1211 1014.81 1215.26 Q1020.24 1219.47 1020.24 1226.68 Q1020.24 1231.7 1017.36 1235.19 Q1014.48 1238.63 1009.18 1239.97 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip485)\" cx=\"330.33\" cy=\"2062.44\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"272.035\" cy=\"2054.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"233.171\" cy=\"1967.55\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"505.218\" cy=\"2017.18\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"1049.31\" cy=\"1891.2\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"1263.06\" cy=\"1826.3\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip485)\" cx=\"971.584\" cy=\"1565.08\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip485)\" d=\"\n",
       "M233.171 1937.85 L243.574 1976.22 L253.977 2010.1 L264.38 2039.69 L274.783 2065.21 L285.186 2086.86 L295.588 2104.84 L305.991 2119.35 L316.394 2130.59 L326.797 2138.74 \n",
       "  L337.2 2143.98 L347.603 2146.51 L358.006 2146.49 L368.409 2144.1 L378.812 2139.5 L389.215 2132.87 L399.618 2124.35 L410.021 2114.11 L420.424 2102.3 L430.827 2089.06 \n",
       "  L441.23 2074.54 L451.633 2058.87 L462.036 2042.2 L472.439 2024.65 L482.842 2006.35 L493.245 1987.43 L503.647 1967.99 L514.05 1948.16 L524.453 1928.05 L534.856 1907.75 \n",
       "  L545.259 1887.38 L555.662 1867.03 L566.065 1846.8 L576.468 1826.76 L586.871 1807.02 L597.274 1787.64 L607.677 1768.71 L618.08 1750.3 L628.483 1732.48 L638.886 1715.31 \n",
       "  L649.289 1698.85 L659.692 1683.16 L670.095 1668.29 L680.498 1654.29 L690.901 1641.2 L701.304 1629.06 L711.706 1617.9 L722.109 1607.77 L732.512 1598.68 L742.915 1590.65 \n",
       "  L753.318 1583.71 L763.721 1577.87 L774.124 1573.14 L784.527 1569.53 L794.93 1567.04 L805.333 1565.67 L815.736 1565.4 L826.139 1566.24 L836.542 1568.16 L846.945 1571.14 \n",
       "  L857.348 1575.18 L867.751 1580.22 L878.154 1586.26 L888.557 1593.24 L898.96 1601.14 L909.363 1609.9 L919.765 1619.49 L930.168 1629.84 L940.571 1640.9 L950.974 1652.61 \n",
       "  L961.377 1664.91 L971.78 1677.72 L982.183 1690.99 L992.586 1704.62 L1002.99 1718.53 L1013.39 1732.65 L1023.79 1746.89 L1034.2 1761.14 L1044.6 1775.31 L1055 1789.31 \n",
       "  L1065.41 1803.01 L1075.81 1816.32 L1086.21 1829.12 L1096.62 1841.29 L1107.02 1852.71 L1117.42 1863.25 L1127.82 1872.78 L1138.23 1881.16 L1148.63 1888.27 L1159.03 1893.94 \n",
       "  L1169.44 1898.04 L1179.84 1900.41 L1190.24 1900.9 L1200.65 1899.35 L1211.05 1895.59 L1221.45 1889.46 L1231.85 1880.78 L1242.26 1869.37 L1252.66 1855.07 L1263.06 1837.67 \n",
       "  L1263.06 1977.66 L1252.66 1988.26 L1242.26 1995.7 L1231.85 2012.29 L1221.45 2026.51 L1211.05 2037.04 L1200.65 2046.74 L1190.24 2049.26 L1179.84 2049.16 L1169.44 2047.27 \n",
       "  L1159.03 2044.48 L1148.63 2039.98 L1138.23 2032.67 L1127.82 2023.5 L1117.42 2011.42 L1107.02 1997.78 L1096.62 1980.97 L1086.21 1964.53 L1075.81 1948.63 L1065.41 1930.11 \n",
       "  L1055 1909.79 L1044.6 1889.45 L1034.2 1870.98 L1023.79 1850.04 L1013.39 1833.05 L1002.99 1819.85 L992.586 1809.45 L982.183 1796.5 L971.78 1785.91 L961.377 1774.53 \n",
       "  L950.974 1768.96 L940.571 1762.09 L930.168 1762.49 L919.765 1760.04 L909.363 1760.51 L898.96 1761.38 L888.557 1765.91 L878.154 1764.57 L867.751 1764.64 L857.348 1766.87 \n",
       "  L846.945 1771.27 L836.542 1774.82 L826.139 1780.3 L815.736 1786.53 L805.333 1793.45 L794.93 1799.88 L784.527 1805.65 L774.124 1811.12 L763.721 1818.22 L753.318 1827.66 \n",
       "  L742.915 1834.47 L732.512 1843.06 L722.109 1853.75 L711.706 1863.15 L701.304 1871.57 L690.901 1880.89 L680.498 1888.5 L670.095 1897.58 L659.692 1907.36 L649.289 1917.49 \n",
       "  L638.886 1928.09 L628.483 1942.01 L618.08 1953.52 L607.677 1965.58 L597.274 1977.62 L586.871 1990.19 L576.468 2000.04 L566.065 2012.25 L555.662 2024.29 L545.259 2038.29 \n",
       "  L534.856 2050.96 L524.453 2062.9 L514.05 2073.3 L503.647 2087.51 L493.245 2103.93 L482.842 2116.43 L472.439 2132.48 L462.036 2146.74 L451.633 2166.16 L441.23 2181.44 \n",
       "  L430.827 2197.3 L420.424 2212.47 L410.021 2225.45 L399.618 2236.6 L389.215 2245.2 L378.812 2249.61 L368.409 2253.45 L358.006 2254.61 L347.603 2248.32 L337.2 2245.22 \n",
       "  L326.797 2235.69 L316.394 2223.66 L305.991 2207.48 L295.588 2188.44 L285.186 2167.69 L274.783 2143.95 L264.38 2122.32 L253.977 2103.29 L243.574 2088.2 L233.171 2070.71 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  233.171,1937.85 243.574,1976.22 253.977,2010.1 264.38,2039.69 274.783,2065.21 285.186,2086.86 295.588,2104.84 305.991,2119.35 316.394,2130.59 326.797,2138.74 \n",
       "  337.2,2143.98 347.603,2146.51 358.006,2146.49 368.409,2144.1 378.812,2139.5 389.215,2132.87 399.618,2124.35 410.021,2114.11 420.424,2102.3 430.827,2089.06 \n",
       "  441.23,2074.54 451.633,2058.87 462.036,2042.2 472.439,2024.65 482.842,2006.35 493.245,1987.43 503.647,1967.99 514.05,1948.16 524.453,1928.05 534.856,1907.75 \n",
       "  545.259,1887.38 555.662,1867.03 566.065,1846.8 576.468,1826.76 586.871,1807.02 597.274,1787.64 607.677,1768.71 618.08,1750.3 628.483,1732.48 638.886,1715.31 \n",
       "  649.289,1698.85 659.692,1683.16 670.095,1668.29 680.498,1654.29 690.901,1641.2 701.304,1629.06 711.706,1617.9 722.109,1607.77 732.512,1598.68 742.915,1590.65 \n",
       "  753.318,1583.71 763.721,1577.87 774.124,1573.14 784.527,1569.53 794.93,1567.04 805.333,1565.67 815.736,1565.4 826.139,1566.24 836.542,1568.16 846.945,1571.14 \n",
       "  857.348,1575.18 867.751,1580.22 878.154,1586.26 888.557,1593.24 898.96,1601.14 909.363,1609.9 919.765,1619.49 930.168,1629.84 940.571,1640.9 950.974,1652.61 \n",
       "  961.377,1664.91 971.78,1677.72 982.183,1690.99 992.586,1704.62 1002.99,1718.53 1013.39,1732.65 1023.79,1746.89 1034.2,1761.14 1044.6,1775.31 1055,1789.31 \n",
       "  1065.41,1803.01 1075.81,1816.32 1086.21,1829.12 1096.62,1841.29 1107.02,1852.71 1117.42,1863.25 1127.82,1872.78 1138.23,1881.16 1148.63,1888.27 1159.03,1893.94 \n",
       "  1169.44,1898.04 1179.84,1900.41 1190.24,1900.9 1200.65,1899.35 1211.05,1895.59 1221.45,1889.46 1231.85,1880.78 1242.26,1869.37 1252.66,1855.07 1263.06,1837.67 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip485)\" d=\"\n",
       "M233.171 1937.85 L243.574 1976.22 L253.977 2010.1 L264.38 2039.69 L274.783 2065.21 L285.186 2086.86 L295.588 2104.84 L305.991 2119.35 L316.394 2130.59 L326.797 2138.74 \n",
       "  L337.2 2143.98 L347.603 2146.51 L358.006 2146.49 L368.409 2144.1 L378.812 2139.5 L389.215 2132.87 L399.618 2124.35 L410.021 2114.11 L420.424 2102.3 L430.827 2089.06 \n",
       "  L441.23 2074.54 L451.633 2058.87 L462.036 2042.2 L472.439 2024.65 L482.842 2006.35 L493.245 1987.43 L503.647 1967.99 L514.05 1948.16 L524.453 1928.05 L534.856 1907.75 \n",
       "  L545.259 1887.38 L555.662 1867.03 L566.065 1846.8 L576.468 1826.76 L586.871 1807.02 L597.274 1787.64 L607.677 1768.71 L618.08 1750.3 L628.483 1732.48 L638.886 1715.31 \n",
       "  L649.289 1698.85 L659.692 1683.16 L670.095 1668.29 L680.498 1654.29 L690.901 1641.2 L701.304 1629.06 L711.706 1617.9 L722.109 1607.77 L732.512 1598.68 L742.915 1590.65 \n",
       "  L753.318 1583.71 L763.721 1577.87 L774.124 1573.14 L784.527 1569.53 L794.93 1567.04 L805.333 1565.67 L815.736 1565.4 L826.139 1566.24 L836.542 1568.16 L846.945 1571.14 \n",
       "  L857.348 1575.18 L867.751 1580.22 L878.154 1586.26 L888.557 1593.24 L898.96 1601.14 L909.363 1609.9 L919.765 1619.49 L930.168 1629.84 L940.571 1640.9 L950.974 1652.61 \n",
       "  L961.377 1664.91 L971.78 1677.72 L982.183 1690.99 L992.586 1704.62 L1002.99 1718.53 L1013.39 1732.65 L1023.79 1746.89 L1034.2 1761.14 L1044.6 1775.31 L1055 1789.31 \n",
       "  L1065.41 1803.01 L1075.81 1816.32 L1086.21 1829.12 L1096.62 1841.29 L1107.02 1852.71 L1117.42 1863.25 L1127.82 1872.78 L1138.23 1881.16 L1148.63 1888.27 L1159.03 1893.94 \n",
       "  L1169.44 1898.04 L1179.84 1900.41 L1190.24 1900.9 L1200.65 1899.35 L1211.05 1895.59 L1221.45 1889.46 L1231.85 1880.78 L1242.26 1869.37 L1252.66 1855.07 L1263.06 1837.67 \n",
       "  L1263.06 1704.03 L1252.66 1725.91 L1242.26 1748.5 L1231.85 1760.72 L1221.45 1764.33 L1211.05 1764.36 L1200.65 1763.01 L1190.24 1760.44 L1179.84 1755.86 L1169.44 1749.27 \n",
       "  L1159.03 1742.8 L1148.63 1739.82 L1138.23 1733.71 L1127.82 1728.1 L1117.42 1722.05 L1107.02 1714.98 L1096.62 1706.04 L1086.21 1699.73 L1075.81 1691.27 L1065.41 1683.49 \n",
       "  L1055 1675.14 L1044.6 1666.39 L1034.2 1660.13 L1023.79 1652.37 L1013.39 1639.06 L1002.99 1623.21 L992.586 1606.61 L982.183 1590.74 L971.78 1573.76 L961.377 1554.48 \n",
       "  L950.974 1538.28 L940.571 1521.89 L930.168 1503.7 L919.765 1484.45 L909.363 1465.63 L898.96 1448.73 L888.557 1432.53 L878.154 1418.91 L867.751 1401.52 L857.348 1389.66 \n",
       "  L846.945 1377.82 L836.542 1368.23 L826.139 1360.12 L815.736 1353.67 L805.333 1348.86 L794.93 1345.81 L784.527 1344.72 L774.124 1345.17 L763.721 1347.12 L753.318 1347.1 \n",
       "  L742.915 1351.58 L732.512 1360.85 L722.109 1370.11 L711.706 1382.86 L701.304 1399.13 L690.901 1413.81 L680.498 1428.17 L670.095 1447.73 L659.692 1468.13 L649.289 1488.12 \n",
       "  L638.886 1511.82 L628.483 1533.87 L618.08 1558.11 L607.677 1584.77 L597.274 1608.98 L586.871 1636.37 L576.468 1660.72 L566.065 1687.31 L555.662 1715.25 L545.259 1741.49 \n",
       "  L534.856 1767.53 L524.453 1795.69 L514.05 1821.04 L503.647 1846.58 L493.245 1870.48 L482.842 1894.12 L472.439 1915.48 L462.036 1936.02 L451.633 1954.29 L441.23 1969.19 \n",
       "  L430.827 1982.69 L420.424 1993.81 L410.021 2002.6 L399.618 2011.86 L389.215 2019.81 L378.812 2027.18 L368.409 2032.67 L358.006 2036.19 L347.603 2035.09 L337.2 2036.2 \n",
       "  L326.797 2036.25 L316.394 2031.66 L305.991 2024.59 L295.588 2017.33 L285.186 2005.76 L274.783 1987.43 L264.38 1958.28 L253.977 1923.54 L243.574 1871.56 L233.171 1807.17 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip485)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  233.171,1937.85 243.574,1976.22 253.977,2010.1 264.38,2039.69 274.783,2065.21 285.186,2086.86 295.588,2104.84 305.991,2119.35 316.394,2130.59 326.797,2138.74 \n",
       "  337.2,2143.98 347.603,2146.51 358.006,2146.49 368.409,2144.1 378.812,2139.5 389.215,2132.87 399.618,2124.35 410.021,2114.11 420.424,2102.3 430.827,2089.06 \n",
       "  441.23,2074.54 451.633,2058.87 462.036,2042.2 472.439,2024.65 482.842,2006.35 493.245,1987.43 503.647,1967.99 514.05,1948.16 524.453,1928.05 534.856,1907.75 \n",
       "  545.259,1887.38 555.662,1867.03 566.065,1846.8 576.468,1826.76 586.871,1807.02 597.274,1787.64 607.677,1768.71 618.08,1750.3 628.483,1732.48 638.886,1715.31 \n",
       "  649.289,1698.85 659.692,1683.16 670.095,1668.29 680.498,1654.29 690.901,1641.2 701.304,1629.06 711.706,1617.9 722.109,1607.77 732.512,1598.68 742.915,1590.65 \n",
       "  753.318,1583.71 763.721,1577.87 774.124,1573.14 784.527,1569.53 794.93,1567.04 805.333,1565.67 815.736,1565.4 826.139,1566.24 836.542,1568.16 846.945,1571.14 \n",
       "  857.348,1575.18 867.751,1580.22 878.154,1586.26 888.557,1593.24 898.96,1601.14 909.363,1609.9 919.765,1619.49 930.168,1629.84 940.571,1640.9 950.974,1652.61 \n",
       "  961.377,1664.91 971.78,1677.72 982.183,1690.99 992.586,1704.62 1002.99,1718.53 1013.39,1732.65 1023.79,1746.89 1034.2,1761.14 1044.6,1775.31 1055,1789.31 \n",
       "  1065.41,1803.01 1075.81,1816.32 1086.21,1829.12 1096.62,1841.29 1107.02,1852.71 1117.42,1863.25 1127.82,1872.78 1138.23,1881.16 1148.63,1888.27 1159.03,1893.94 \n",
       "  1169.44,1898.04 1179.84,1900.41 1190.24,1900.9 1200.65,1899.35 1211.05,1895.59 1221.45,1889.46 1231.85,1880.78 1242.26,1869.37 1252.66,1855.07 1263.06,1837.67 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M1513.8 2281.9 L2605.49 2281.9 L2605.49 1317.42 L1513.8 1317.42  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip486\">\n",
       "    <rect x=\"1513\" y=\"1317\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1548.39,2281.9 1548.39,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1760.3,2281.9 1760.3,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1972.2,2281.9 1972.2,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2184.1,2281.9 2184.1,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2396.01,2281.9 2396.01,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,2281.9 2605.49,2281.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1548.39,2281.9 1548.39,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1760.3,2281.9 1760.3,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1972.2,2281.9 1972.2,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2184.1,2281.9 2184.1,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2396.01,2281.9 2396.01,2263.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M1494.92 2340.28 L1524.6 2340.28 L1524.6 2344.21 L1494.92 2344.21 L1494.92 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1535.5 2353.17 L1543.14 2353.17 L1543.14 2326.8 L1534.83 2328.47 L1534.83 2324.21 L1543.09 2322.54 L1547.77 2322.54 L1547.77 2353.17 L1555.41 2353.17 L1555.41 2357.1 L1535.5 2357.1 L1535.5 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1564.85 2351.22 L1569.74 2351.22 L1569.74 2357.1 L1564.85 2357.1 L1564.85 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1589.92 2325.62 Q1586.31 2325.62 1584.48 2329.19 Q1582.68 2332.73 1582.68 2339.86 Q1582.68 2346.97 1584.48 2350.53 Q1586.31 2354.07 1589.92 2354.07 Q1593.56 2354.07 1595.36 2350.53 Q1597.19 2346.97 1597.19 2339.86 Q1597.19 2332.73 1595.36 2329.19 Q1593.56 2325.62 1589.92 2325.62 M1589.92 2321.92 Q1595.73 2321.92 1598.79 2326.53 Q1601.87 2331.11 1601.87 2339.86 Q1601.87 2348.59 1598.79 2353.19 Q1595.73 2357.78 1589.92 2357.78 Q1584.11 2357.78 1581.03 2353.19 Q1577.98 2348.59 1577.98 2339.86 Q1577.98 2331.11 1581.03 2326.53 Q1584.11 2321.92 1589.92 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1707.32 2340.28 L1737 2340.28 L1737 2344.21 L1707.32 2344.21 L1707.32 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1757.09 2325.62 Q1753.48 2325.62 1751.65 2329.19 Q1749.85 2332.73 1749.85 2339.86 Q1749.85 2346.97 1751.65 2350.53 Q1753.48 2354.07 1757.09 2354.07 Q1760.73 2354.07 1762.53 2350.53 Q1764.36 2346.97 1764.36 2339.86 Q1764.36 2332.73 1762.53 2329.19 Q1760.73 2325.62 1757.09 2325.62 M1757.09 2321.92 Q1762.9 2321.92 1765.96 2326.53 Q1769.04 2331.11 1769.04 2339.86 Q1769.04 2348.59 1765.96 2353.19 Q1762.9 2357.78 1757.09 2357.78 Q1751.28 2357.78 1748.2 2353.19 Q1745.15 2348.59 1745.15 2339.86 Q1745.15 2331.11 1748.2 2326.53 Q1751.28 2321.92 1757.09 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1777.25 2351.22 L1782.14 2351.22 L1782.14 2357.1 L1777.25 2357.1 L1777.25 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1792.37 2322.54 L1810.73 2322.54 L1810.73 2326.48 L1796.65 2326.48 L1796.65 2334.95 Q1797.67 2334.6 1798.69 2334.44 Q1799.71 2334.26 1800.73 2334.26 Q1806.51 2334.26 1809.89 2337.43 Q1813.27 2340.6 1813.27 2346.02 Q1813.27 2351.59 1809.8 2354.7 Q1806.33 2357.78 1800.01 2357.78 Q1797.83 2357.78 1795.56 2357.4 Q1793.32 2357.03 1790.91 2356.29 L1790.91 2351.59 Q1792.99 2352.73 1795.22 2353.28 Q1797.44 2353.84 1799.92 2353.84 Q1803.92 2353.84 1806.26 2351.73 Q1808.6 2349.63 1808.6 2346.02 Q1808.6 2342.4 1806.26 2340.3 Q1803.92 2338.19 1799.92 2338.19 Q1798.04 2338.19 1796.17 2338.61 Q1794.31 2339.03 1792.37 2339.9 L1792.37 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1949.59 2325.62 Q1945.97 2325.62 1944.15 2329.19 Q1942.34 2332.73 1942.34 2339.86 Q1942.34 2346.97 1944.15 2350.53 Q1945.97 2354.07 1949.59 2354.07 Q1953.22 2354.07 1955.03 2350.53 Q1956.85 2346.97 1956.85 2339.86 Q1956.85 2332.73 1955.03 2329.19 Q1953.22 2325.62 1949.59 2325.62 M1949.59 2321.92 Q1955.4 2321.92 1958.45 2326.53 Q1961.53 2331.11 1961.53 2339.86 Q1961.53 2348.59 1958.45 2353.19 Q1955.4 2357.78 1949.59 2357.78 Q1943.78 2357.78 1940.7 2353.19 Q1937.64 2348.59 1937.64 2339.86 Q1937.64 2331.11 1940.7 2326.53 Q1943.78 2321.92 1949.59 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1969.75 2351.22 L1974.63 2351.22 L1974.63 2357.1 L1969.75 2357.1 L1969.75 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1994.82 2325.62 Q1991.21 2325.62 1989.38 2329.19 Q1987.57 2332.73 1987.57 2339.86 Q1987.57 2346.97 1989.38 2350.53 Q1991.21 2354.07 1994.82 2354.07 Q1998.45 2354.07 2000.26 2350.53 Q2002.09 2346.97 2002.09 2339.86 Q2002.09 2332.73 2000.26 2329.19 Q1998.45 2325.62 1994.82 2325.62 M1994.82 2321.92 Q2000.63 2321.92 2003.68 2326.53 Q2006.76 2331.11 2006.76 2339.86 Q2006.76 2348.59 2003.68 2353.19 Q2000.63 2357.78 1994.82 2357.78 Q1989.01 2357.78 1985.93 2353.19 Q1982.87 2348.59 1982.87 2339.86 Q1982.87 2331.11 1985.93 2326.53 Q1989.01 2321.92 1994.82 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2161.99 2325.62 Q2158.38 2325.62 2156.55 2329.19 Q2154.74 2332.73 2154.74 2339.86 Q2154.74 2346.97 2156.55 2350.53 Q2158.38 2354.07 2161.99 2354.07 Q2165.62 2354.07 2167.43 2350.53 Q2169.25 2346.97 2169.25 2339.86 Q2169.25 2332.73 2167.43 2329.19 Q2165.62 2325.62 2161.99 2325.62 M2161.99 2321.92 Q2167.8 2321.92 2170.85 2326.53 Q2173.93 2331.11 2173.93 2339.86 Q2173.93 2348.59 2170.85 2353.19 Q2167.8 2357.78 2161.99 2357.78 Q2156.18 2357.78 2153.1 2353.19 Q2150.04 2348.59 2150.04 2339.86 Q2150.04 2331.11 2153.1 2326.53 Q2156.18 2321.92 2161.99 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2182.15 2351.22 L2187.03 2351.22 L2187.03 2357.1 L2182.15 2357.1 L2182.15 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2197.26 2322.54 L2215.62 2322.54 L2215.62 2326.48 L2201.55 2326.48 L2201.55 2334.95 Q2202.56 2334.6 2203.58 2334.44 Q2204.6 2334.26 2205.62 2334.26 Q2211.41 2334.26 2214.79 2337.43 Q2218.17 2340.6 2218.17 2346.02 Q2218.17 2351.59 2214.69 2354.7 Q2211.22 2357.78 2204.9 2357.78 Q2202.73 2357.78 2200.46 2357.4 Q2198.21 2357.03 2195.81 2356.29 L2195.81 2351.59 Q2197.89 2352.73 2200.11 2353.28 Q2202.33 2353.84 2204.81 2353.84 Q2208.81 2353.84 2211.15 2351.73 Q2213.49 2349.63 2213.49 2346.02 Q2213.49 2342.4 2211.15 2340.3 Q2208.81 2338.19 2204.81 2338.19 Q2202.93 2338.19 2201.06 2338.61 Q2199.21 2339.03 2197.26 2339.9 L2197.26 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2363.16 2353.17 L2370.8 2353.17 L2370.8 2326.8 L2362.49 2328.47 L2362.49 2324.21 L2370.75 2322.54 L2375.43 2322.54 L2375.43 2353.17 L2383.07 2353.17 L2383.07 2357.1 L2363.16 2357.1 L2363.16 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2392.51 2351.22 L2397.4 2351.22 L2397.4 2357.1 L2392.51 2357.1 L2392.51 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2417.58 2325.62 Q2413.97 2325.62 2412.14 2329.19 Q2410.34 2332.73 2410.34 2339.86 Q2410.34 2346.97 2412.14 2350.53 Q2413.97 2354.07 2417.58 2354.07 Q2421.22 2354.07 2423.02 2350.53 Q2424.85 2346.97 2424.85 2339.86 Q2424.85 2332.73 2423.02 2329.19 Q2421.22 2325.62 2417.58 2325.62 M2417.58 2321.92 Q2423.39 2321.92 2426.45 2326.53 Q2429.53 2331.11 2429.53 2339.86 Q2429.53 2348.59 2426.45 2353.19 Q2423.39 2357.78 2417.58 2357.78 Q2411.77 2357.78 2408.69 2353.19 Q2405.64 2348.59 2405.64 2339.86 Q2405.64 2331.11 2408.69 2326.53 Q2411.77 2321.92 2417.58 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,2239.31 2605.49,2239.31 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,1938.93 2605.49,1938.93 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,1638.55 2605.49,1638.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.8,1338.16 2605.49,1338.16 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,2281.9 1513.8,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,2239.31 1532.7,2239.31 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,1938.93 1532.7,1938.93 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,1638.55 1532.7,1638.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.8,1338.16 1532.7,1338.16 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M1396.63 2225.11 Q1393.02 2225.11 1391.19 2228.68 Q1389.38 2232.22 1389.38 2239.35 Q1389.38 2246.46 1391.19 2250.02 Q1393.02 2253.56 1396.63 2253.56 Q1400.26 2253.56 1402.07 2250.02 Q1403.89 2246.46 1403.89 2239.35 Q1403.89 2232.22 1402.07 2228.68 Q1400.26 2225.11 1396.63 2225.11 M1396.63 2221.41 Q1402.44 2221.41 1405.49 2226.02 Q1408.57 2230.6 1408.57 2239.35 Q1408.57 2248.08 1405.49 2252.68 Q1402.44 2257.27 1396.63 2257.27 Q1390.82 2257.27 1387.74 2252.68 Q1384.68 2248.08 1384.68 2239.35 Q1384.68 2230.6 1387.74 2226.02 Q1390.82 2221.41 1396.63 2221.41 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.79 2250.72 L1421.67 2250.72 L1421.67 2256.59 L1416.79 2256.59 L1416.79 2250.72 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1441.86 2225.11 Q1438.25 2225.11 1436.42 2228.68 Q1434.61 2232.22 1434.61 2239.35 Q1434.61 2246.46 1436.42 2250.02 Q1438.25 2253.56 1441.86 2253.56 Q1445.49 2253.56 1447.3 2250.02 Q1449.13 2246.46 1449.13 2239.35 Q1449.13 2232.22 1447.3 2228.68 Q1445.49 2225.11 1441.86 2225.11 M1441.86 2221.41 Q1447.67 2221.41 1450.72 2226.02 Q1453.8 2230.6 1453.8 2239.35 Q1453.8 2248.08 1450.72 2252.68 Q1447.67 2257.27 1441.86 2257.27 Q1436.05 2257.27 1432.97 2252.68 Q1429.91 2248.08 1429.91 2239.35 Q1429.91 2230.6 1432.97 2226.02 Q1436.05 2221.41 1441.86 2221.41 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1397.62 1924.73 Q1394.01 1924.73 1392.18 1928.29 Q1390.38 1931.84 1390.38 1938.97 Q1390.38 1946.07 1392.18 1949.64 Q1394.01 1953.18 1397.62 1953.18 Q1401.26 1953.18 1403.06 1949.64 Q1404.89 1946.07 1404.89 1938.97 Q1404.89 1931.84 1403.06 1928.29 Q1401.26 1924.73 1397.62 1924.73 M1397.62 1921.03 Q1403.43 1921.03 1406.49 1925.63 Q1409.57 1930.22 1409.57 1938.97 Q1409.57 1947.69 1406.49 1952.3 Q1403.43 1956.88 1397.62 1956.88 Q1391.81 1956.88 1388.73 1952.3 Q1385.68 1947.69 1385.68 1938.97 Q1385.68 1930.22 1388.73 1925.63 Q1391.81 1921.03 1397.62 1921.03 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1417.78 1950.33 L1422.67 1950.33 L1422.67 1956.21 L1417.78 1956.21 L1417.78 1950.33 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1432.9 1921.65 L1451.26 1921.65 L1451.26 1925.59 L1437.18 1925.59 L1437.18 1934.06 Q1438.2 1933.71 1439.22 1933.55 Q1440.24 1933.36 1441.26 1933.36 Q1447.04 1933.36 1450.42 1936.53 Q1453.8 1939.71 1453.8 1945.12 Q1453.8 1950.7 1450.33 1953.8 Q1446.86 1956.88 1440.54 1956.88 Q1438.36 1956.88 1436.09 1956.51 Q1433.85 1956.14 1431.44 1955.4 L1431.44 1950.7 Q1433.52 1951.84 1435.75 1952.39 Q1437.97 1952.95 1440.45 1952.95 Q1444.45 1952.95 1446.79 1950.84 Q1449.13 1948.73 1449.13 1945.12 Q1449.13 1941.51 1446.79 1939.4 Q1444.45 1937.3 1440.45 1937.3 Q1438.57 1937.3 1436.7 1937.72 Q1434.84 1938.13 1432.9 1939.01 L1432.9 1921.65 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1387.44 1651.89 L1395.08 1651.89 L1395.08 1625.53 L1386.77 1627.19 L1386.77 1622.93 L1395.03 1621.27 L1399.7 1621.27 L1399.7 1651.89 L1407.34 1651.89 L1407.34 1655.83 L1387.44 1655.83 L1387.44 1651.89 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1416.79 1649.95 L1421.67 1649.95 L1421.67 1655.83 L1416.79 1655.83 L1416.79 1649.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1441.86 1624.34 Q1438.25 1624.34 1436.42 1627.91 Q1434.61 1631.45 1434.61 1638.58 Q1434.61 1645.69 1436.42 1649.25 Q1438.25 1652.79 1441.86 1652.79 Q1445.49 1652.79 1447.3 1649.25 Q1449.13 1645.69 1449.13 1638.58 Q1449.13 1631.45 1447.3 1627.91 Q1445.49 1624.34 1441.86 1624.34 M1441.86 1620.64 Q1447.67 1620.64 1450.72 1625.25 Q1453.8 1629.83 1453.8 1638.58 Q1453.8 1647.31 1450.72 1651.91 Q1447.67 1656.5 1441.86 1656.5 Q1436.05 1656.5 1432.97 1651.91 Q1429.91 1647.31 1429.91 1638.58 Q1429.91 1629.83 1432.97 1625.25 Q1436.05 1620.64 1441.86 1620.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1388.43 1351.51 L1396.07 1351.51 L1396.07 1325.14 L1387.76 1326.81 L1387.76 1322.55 L1396.02 1320.88 L1400.7 1320.88 L1400.7 1351.51 L1408.34 1351.51 L1408.34 1355.44 L1388.43 1355.44 L1388.43 1351.51 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1417.78 1349.56 L1422.67 1349.56 L1422.67 1355.44 L1417.78 1355.44 L1417.78 1349.56 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1432.9 1320.88 L1451.26 1320.88 L1451.26 1324.82 L1437.18 1324.82 L1437.18 1333.29 Q1438.2 1332.94 1439.22 1332.78 Q1440.24 1332.59 1441.26 1332.59 Q1447.04 1332.59 1450.42 1335.77 Q1453.8 1338.94 1453.8 1344.35 Q1453.8 1349.93 1450.33 1353.03 Q1446.86 1356.11 1440.54 1356.11 Q1438.36 1356.11 1436.09 1355.74 Q1433.85 1355.37 1431.44 1354.63 L1431.44 1349.93 Q1433.52 1351.07 1435.75 1351.62 Q1437.97 1352.18 1440.45 1352.18 Q1444.45 1352.18 1446.79 1350.07 Q1449.13 1347.96 1449.13 1344.35 Q1449.13 1340.74 1446.79 1338.64 Q1444.45 1336.53 1440.45 1336.53 Q1438.57 1336.53 1436.7 1336.95 Q1434.84 1337.36 1432.9 1338.24 L1432.9 1320.88 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1789.35 1212.1 L1821.47 1212.1 L1821.47 1218.98 L1796.84 1218.98 L1796.84 1233.81 Q1798.62 1233.2 1800.41 1232.92 Q1802.19 1232.59 1803.97 1232.59 Q1814.1 1232.59 1820.01 1238.14 Q1825.93 1243.69 1825.93 1253.17 Q1825.93 1262.93 1819.85 1268.36 Q1813.78 1273.75 1802.72 1273.75 Q1798.91 1273.75 1794.94 1273.1 Q1791.01 1272.45 1786.8 1271.16 L1786.8 1262.93 Q1790.44 1264.92 1794.33 1265.89 Q1798.22 1266.86 1802.55 1266.86 Q1809.56 1266.86 1813.65 1263.18 Q1817.74 1259.49 1817.74 1253.17 Q1817.74 1246.85 1813.65 1243.17 Q1809.56 1239.48 1802.55 1239.48 Q1799.27 1239.48 1795.99 1240.21 Q1792.75 1240.94 1789.35 1242.48 L1789.35 1212.1 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1842.9 1262.29 L1851.45 1262.29 L1851.45 1272.58 L1842.9 1272.58 L1842.9 1262.29 M1842.9 1229.68 L1851.45 1229.68 L1851.45 1239.97 L1842.9 1239.97 L1842.9 1229.68 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1924.32 1244.22 Q1926.96 1245.11 1929.43 1248.03 Q1931.94 1250.94 1934.45 1256.05 L1942.76 1272.58 L1933.97 1272.58 L1926.23 1257.06 Q1923.23 1250.98 1920.39 1249 Q1917.6 1247.01 1912.74 1247.01 L1903.83 1247.01 L1903.83 1272.58 L1895.64 1272.58 L1895.64 1212.1 L1914.12 1212.1 Q1924.49 1212.1 1929.59 1216.43 Q1934.69 1220.76 1934.69 1229.51 Q1934.69 1235.23 1932.02 1238.99 Q1929.39 1242.76 1924.32 1244.22 M1903.83 1218.82 L1903.83 1240.29 L1914.12 1240.29 Q1920.03 1240.29 1923.03 1237.58 Q1926.07 1234.82 1926.07 1229.51 Q1926.07 1224.21 1923.03 1221.53 Q1920.03 1218.82 1914.12 1218.82 L1903.83 1218.82 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M1956 1240.9 L1973.18 1240.9 L1973.18 1245.52 L1948.95 1245.52 L1948.95 1241.06 Q1950.33 1239.8 1952.88 1237.54 Q1966.82 1225.18 1966.82 1221.37 Q1966.82 1218.7 1964.71 1217.08 Q1962.61 1215.42 1959.16 1215.42 Q1957.06 1215.42 1954.58 1216.15 Q1952.11 1216.84 1949.2 1218.25 L1949.2 1213.27 Q1952.32 1212.14 1954.99 1211.57 Q1957.7 1211 1960.01 1211 Q1965.89 1211 1969.41 1213.68 Q1972.94 1216.35 1972.94 1220.72 Q1972.94 1226.36 1959.53 1237.86 Q1957.26 1239.8 1956 1240.9 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2013.57 1234.9 L2065.5 1234.9 L2065.5 1241.71 L2013.57 1241.71 L2013.57 1234.9 M2013.57 1251.43 L2065.5 1251.43 L2065.5 1258.32 L2013.57 1258.32 L2013.57 1251.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2127.03 1217.48 Q2120.71 1217.48 2117.51 1223.72 Q2114.35 1229.92 2114.35 1242.4 Q2114.35 1254.83 2117.51 1261.07 Q2120.71 1267.27 2127.03 1267.27 Q2133.39 1267.27 2136.55 1261.07 Q2139.75 1254.83 2139.75 1242.4 Q2139.75 1229.92 2136.55 1223.72 Q2133.39 1217.48 2127.03 1217.48 M2127.03 1211 Q2137.2 1211 2142.55 1219.06 Q2147.93 1227.08 2147.93 1242.4 Q2147.93 1257.67 2142.55 1265.73 Q2137.2 1273.75 2127.03 1273.75 Q2116.86 1273.75 2111.48 1265.73 Q2106.13 1257.67 2106.13 1242.4 Q2106.13 1227.08 2111.48 1219.06 Q2116.86 1211 2127.03 1211 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2162.31 1262.29 L2170.86 1262.29 L2170.86 1272.58 L2162.31 1272.58 L2162.31 1262.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2188.93 1271.32 L2188.93 1263.87 Q2192.01 1265.32 2195.17 1266.09 Q2198.33 1266.86 2201.37 1266.86 Q2209.47 1266.86 2213.72 1261.44 Q2218.01 1255.97 2218.62 1244.87 Q2216.27 1248.35 2212.67 1250.22 Q2209.06 1252.08 2204.69 1252.08 Q2195.61 1252.08 2190.31 1246.61 Q2185.04 1241.1 2185.04 1231.58 Q2185.04 1222.26 2190.55 1216.63 Q2196.06 1211 2205.21 1211 Q2215.71 1211 2221.21 1219.06 Q2226.76 1227.08 2226.76 1242.4 Q2226.76 1256.7 2219.96 1265.24 Q2213.19 1273.75 2201.73 1273.75 Q2198.65 1273.75 2195.49 1273.14 Q2192.33 1272.54 2188.93 1271.32 M2205.21 1245.68 Q2210.72 1245.68 2213.92 1241.91 Q2217.16 1238.14 2217.16 1231.58 Q2217.16 1225.06 2213.92 1221.29 Q2210.72 1217.48 2205.21 1217.48 Q2199.7 1217.48 2196.46 1221.29 Q2193.26 1225.06 2193.26 1231.58 Q2193.26 1238.14 2196.46 1241.91 Q2199.7 1245.68 2205.21 1245.68 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2258.97 1243.86 Q2253.14 1243.86 2249.77 1246.97 Q2246.45 1250.09 2246.45 1255.56 Q2246.45 1261.03 2249.77 1264.15 Q2253.14 1267.27 2258.97 1267.27 Q2264.8 1267.27 2268.16 1264.15 Q2271.53 1260.99 2271.53 1255.56 Q2271.53 1250.09 2268.16 1246.97 Q2264.84 1243.86 2258.97 1243.86 M2250.79 1240.37 Q2245.52 1239.08 2242.56 1235.47 Q2239.65 1231.86 2239.65 1226.68 Q2239.65 1219.43 2244.79 1215.22 Q2249.98 1211 2258.97 1211 Q2268 1211 2273.15 1215.22 Q2278.29 1219.43 2278.29 1226.68 Q2278.29 1231.86 2275.34 1235.47 Q2272.42 1239.08 2267.19 1240.37 Q2273.11 1241.75 2276.39 1245.76 Q2279.71 1249.77 2279.71 1255.56 Q2279.71 1264.35 2274.32 1269.05 Q2268.98 1273.75 2258.97 1273.75 Q2248.96 1273.75 2243.58 1269.05 Q2238.23 1264.35 2238.23 1255.56 Q2238.23 1249.77 2241.55 1245.76 Q2244.87 1241.75 2250.79 1240.37 M2247.79 1227.45 Q2247.79 1232.15 2250.71 1234.78 Q2253.66 1237.41 2258.97 1237.41 Q2264.24 1237.41 2267.19 1234.78 Q2270.19 1232.15 2270.19 1227.45 Q2270.19 1222.75 2267.19 1220.12 Q2264.24 1217.48 2258.97 1217.48 Q2253.66 1217.48 2250.71 1220.12 Q2247.79 1222.75 2247.79 1227.45 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2311.75 1243.86 Q2305.92 1243.86 2302.56 1246.97 Q2299.24 1250.09 2299.24 1255.56 Q2299.24 1261.03 2302.56 1264.15 Q2305.92 1267.27 2311.75 1267.27 Q2317.59 1267.27 2320.95 1264.15 Q2324.31 1260.99 2324.31 1255.56 Q2324.31 1250.09 2320.95 1246.97 Q2317.63 1243.86 2311.75 1243.86 M2303.57 1240.37 Q2298.3 1239.08 2295.35 1235.47 Q2292.43 1231.86 2292.43 1226.68 Q2292.43 1219.43 2297.57 1215.22 Q2302.76 1211 2311.75 1211 Q2320.79 1211 2325.93 1215.22 Q2331.08 1219.43 2331.08 1226.68 Q2331.08 1231.86 2328.12 1235.47 Q2325.2 1239.08 2319.98 1240.37 Q2325.89 1241.75 2329.17 1245.76 Q2332.49 1249.77 2332.49 1255.56 Q2332.49 1264.35 2327.11 1269.05 Q2321.76 1273.75 2311.75 1273.75 Q2301.75 1273.75 2296.36 1269.05 Q2291.01 1264.35 2291.01 1255.56 Q2291.01 1249.77 2294.33 1245.76 Q2297.66 1241.75 2303.57 1240.37 M2300.57 1227.45 Q2300.57 1232.15 2303.49 1234.78 Q2306.45 1237.41 2311.75 1237.41 Q2317.02 1237.41 2319.98 1234.78 Q2322.97 1232.15 2322.97 1227.45 Q2322.97 1222.75 2319.98 1220.12 Q2317.02 1217.48 2311.75 1217.48 Q2306.45 1217.48 2303.49 1220.12 Q2300.57 1222.75 2300.57 1227.45 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip486)\" cx=\"1641.86\" cy=\"2044.4\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"1583.56\" cy=\"2038.17\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"1544.7\" cy=\"1966.97\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"1816.75\" cy=\"2007.46\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"2360.84\" cy=\"1904.66\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"2574.59\" cy=\"1851.71\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip486)\" cx=\"2283.11\" cy=\"1638.55\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip486)\" d=\"\n",
       "M1544.7 1980.25 L1555.1 1986.47 L1565.5 1994.11 L1575.91 2002.82 L1586.31 2012.26 L1596.71 2022.11 L1607.12 2032.09 L1617.52 2041.93 L1627.92 2051.39 L1638.33 2060.26 \n",
       "  L1648.73 2068.34 L1659.13 2075.46 L1669.53 2081.45 L1679.94 2086.2 L1690.34 2089.57 L1700.74 2091.49 L1711.15 2091.86 L1721.55 2090.64 L1731.95 2087.76 L1742.35 2083.22 \n",
       "  L1752.76 2076.99 L1763.16 2069.07 L1773.56 2059.49 L1783.97 2048.26 L1794.37 2035.43 L1804.77 2021.06 L1815.18 2005.2 L1825.58 1987.93 L1835.98 1969.34 L1846.38 1949.51 \n",
       "  L1856.79 1928.55 L1867.19 1906.57 L1877.59 1883.68 L1888 1860.01 L1898.4 1835.68 L1908.8 1810.82 L1919.2 1785.58 L1929.61 1760.09 L1940.01 1734.5 L1950.41 1708.95 \n",
       "  L1960.82 1683.58 L1971.22 1658.56 L1981.62 1634.02 L1992.03 1610.12 L2002.43 1586.99 L2012.83 1564.79 L2023.23 1543.65 L2033.64 1523.71 L2044.04 1505.12 L2054.44 1487.99 \n",
       "  L2064.85 1472.46 L2075.25 1458.63 L2085.65 1446.63 L2096.06 1436.56 L2106.46 1428.52 L2116.86 1422.58 L2127.26 1418.84 L2137.67 1417.35 L2148.07 1418.18 L2158.47 1421.37 \n",
       "  L2168.88 1426.96 L2179.28 1434.96 L2189.68 1445.39 L2200.08 1458.23 L2210.49 1473.47 L2220.89 1491.07 L2231.29 1510.97 L2241.7 1533.1 L2252.1 1557.38 L2262.5 1583.7 \n",
       "  L2272.91 1611.93 L2283.31 1641.93 L2293.71 1673.52 L2304.11 1706.54 L2314.52 1740.76 L2324.92 1775.96 L2335.32 1811.88 L2345.73 1848.25 L2356.13 1884.75 L2366.53 1921.07 \n",
       "  L2376.93 1956.86 L2387.34 1991.72 L2397.74 2025.26 L2408.14 2057.04 L2418.55 2086.6 L2428.95 2113.44 L2439.35 2137.04 L2449.76 2156.85 L2460.16 2172.28 L2470.56 2182.72 \n",
       "  L2480.96 2187.52 L2491.37 2185.99 L2501.77 2177.42 L2512.17 2161.06 L2522.58 2136.12 L2532.98 2101.77 L2543.38 2057.16 L2553.78 2001.39 L2564.19 1933.53 L2574.59 1852.59 \n",
       "  L2574.59 1884.11 L2564.19 1966.46 L2553.78 2039.2 L2543.38 2102.4 L2532.98 2151.88 L2522.58 2192.99 L2512.17 2221.17 L2501.77 2241.04 L2491.37 2252.22 L2480.96 2254.61 \n",
       "  L2470.56 2249.54 L2460.16 2238.28 L2449.76 2221.6 L2439.35 2199.8 L2428.95 2172.7 L2418.55 2141.65 L2408.14 2108.27 L2397.74 2072.56 L2387.34 2033.45 L2376.93 1993.99 \n",
       "  L2366.53 1954.32 L2356.13 1913.6 L2345.73 1873.45 L2335.32 1835.06 L2324.92 1797.81 L2314.52 1762.59 L2304.11 1730.23 L2293.71 1699.6 L2283.31 1670.89 L2272.91 1644.1 \n",
       "  L2262.5 1620.01 L2252.1 1597.35 L2241.7 1576.8 L2231.29 1558.12 L2220.89 1541.17 L2210.49 1526.15 L2200.08 1513.81 L2189.68 1503 L2179.28 1494.65 L2168.88 1488.17 \n",
       "  L2158.47 1484.15 L2148.07 1482.29 L2137.67 1483.09 L2127.26 1484.93 L2116.86 1488.68 L2106.46 1495.2 L2096.06 1503.36 L2085.65 1513.59 L2075.25 1526.24 L2064.85 1539.5 \n",
       "  L2054.44 1554.78 L2044.04 1570.66 L2033.64 1587.79 L2023.23 1606.4 L2012.83 1626.41 L2002.43 1647.02 L1992.03 1668.13 L1981.62 1690.75 L1971.22 1713.64 L1960.82 1736.75 \n",
       "  L1950.41 1758.45 L1940.01 1782.57 L1929.61 1806.6 L1919.2 1830 L1908.8 1852.45 L1898.4 1874.37 L1888 1897.25 L1877.59 1919.94 L1867.19 1941.17 L1856.79 1962.07 \n",
       "  L1846.38 1981.96 L1835.98 2001.37 L1825.58 2018.87 L1815.18 2035.79 L1804.77 2050.15 L1794.37 2063.53 L1783.97 2075.71 L1773.56 2086.38 L1763.16 2096.21 L1752.76 2104.18 \n",
       "  L1742.35 2110.83 L1731.95 2115.76 L1721.55 2118.86 L1711.15 2120.04 L1700.74 2119.42 L1690.34 2118.39 L1679.94 2114.55 L1669.53 2110.07 L1659.13 2104.06 L1648.73 2096.09 \n",
       "  L1638.33 2087.26 L1627.92 2077.85 L1617.52 2066.93 L1607.12 2055.45 L1596.71 2043.8 L1586.31 2032.69 L1575.91 2023.08 L1565.5 2015.67 L1555.1 2010.88 L1544.7 2010.59 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1544.7,1980.25 1555.1,1986.47 1565.5,1994.11 1575.91,2002.82 1586.31,2012.26 1596.71,2022.11 1607.12,2032.09 1617.52,2041.93 1627.92,2051.39 1638.33,2060.26 \n",
       "  1648.73,2068.34 1659.13,2075.46 1669.53,2081.45 1679.94,2086.2 1690.34,2089.57 1700.74,2091.49 1711.15,2091.86 1721.55,2090.64 1731.95,2087.76 1742.35,2083.22 \n",
       "  1752.76,2076.99 1763.16,2069.07 1773.56,2059.49 1783.97,2048.26 1794.37,2035.43 1804.77,2021.06 1815.18,2005.2 1825.58,1987.93 1835.98,1969.34 1846.38,1949.51 \n",
       "  1856.79,1928.55 1867.19,1906.57 1877.59,1883.68 1888,1860.01 1898.4,1835.68 1908.8,1810.82 1919.2,1785.58 1929.61,1760.09 1940.01,1734.5 1950.41,1708.95 \n",
       "  1960.82,1683.58 1971.22,1658.56 1981.62,1634.02 1992.03,1610.12 2002.43,1586.99 2012.83,1564.79 2023.23,1543.65 2033.64,1523.71 2044.04,1505.12 2054.44,1487.99 \n",
       "  2064.85,1472.46 2075.25,1458.63 2085.65,1446.63 2096.06,1436.56 2106.46,1428.52 2116.86,1422.58 2127.26,1418.84 2137.67,1417.35 2148.07,1418.18 2158.47,1421.37 \n",
       "  2168.88,1426.96 2179.28,1434.96 2189.68,1445.39 2200.08,1458.23 2210.49,1473.47 2220.89,1491.07 2231.29,1510.97 2241.7,1533.1 2252.1,1557.38 2262.5,1583.7 \n",
       "  2272.91,1611.93 2283.31,1641.93 2293.71,1673.52 2304.11,1706.54 2314.52,1740.76 2324.92,1775.96 2335.32,1811.88 2345.73,1848.25 2356.13,1884.75 2366.53,1921.07 \n",
       "  2376.93,1956.86 2387.34,1991.72 2397.74,2025.26 2408.14,2057.04 2418.55,2086.6 2428.95,2113.44 2439.35,2137.04 2449.76,2156.85 2460.16,2172.28 2470.56,2182.72 \n",
       "  2480.96,2187.52 2491.37,2185.99 2501.77,2177.42 2512.17,2161.06 2522.58,2136.12 2532.98,2101.77 2543.38,2057.16 2553.78,2001.39 2564.19,1933.53 2574.59,1852.59 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip486)\" d=\"\n",
       "M1544.7 1980.25 L1555.1 1986.47 L1565.5 1994.11 L1575.91 2002.82 L1586.31 2012.26 L1596.71 2022.11 L1607.12 2032.09 L1617.52 2041.93 L1627.92 2051.39 L1638.33 2060.26 \n",
       "  L1648.73 2068.34 L1659.13 2075.46 L1669.53 2081.45 L1679.94 2086.2 L1690.34 2089.57 L1700.74 2091.49 L1711.15 2091.86 L1721.55 2090.64 L1731.95 2087.76 L1742.35 2083.22 \n",
       "  L1752.76 2076.99 L1763.16 2069.07 L1773.56 2059.49 L1783.97 2048.26 L1794.37 2035.43 L1804.77 2021.06 L1815.18 2005.2 L1825.58 1987.93 L1835.98 1969.34 L1846.38 1949.51 \n",
       "  L1856.79 1928.55 L1867.19 1906.57 L1877.59 1883.68 L1888 1860.01 L1898.4 1835.68 L1908.8 1810.82 L1919.2 1785.58 L1929.61 1760.09 L1940.01 1734.5 L1950.41 1708.95 \n",
       "  L1960.82 1683.58 L1971.22 1658.56 L1981.62 1634.02 L1992.03 1610.12 L2002.43 1586.99 L2012.83 1564.79 L2023.23 1543.65 L2033.64 1523.71 L2044.04 1505.12 L2054.44 1487.99 \n",
       "  L2064.85 1472.46 L2075.25 1458.63 L2085.65 1446.63 L2096.06 1436.56 L2106.46 1428.52 L2116.86 1422.58 L2127.26 1418.84 L2137.67 1417.35 L2148.07 1418.18 L2158.47 1421.37 \n",
       "  L2168.88 1426.96 L2179.28 1434.96 L2189.68 1445.39 L2200.08 1458.23 L2210.49 1473.47 L2220.89 1491.07 L2231.29 1510.97 L2241.7 1533.1 L2252.1 1557.38 L2262.5 1583.7 \n",
       "  L2272.91 1611.93 L2283.31 1641.93 L2293.71 1673.52 L2304.11 1706.54 L2314.52 1740.76 L2324.92 1775.96 L2335.32 1811.88 L2345.73 1848.25 L2356.13 1884.75 L2366.53 1921.07 \n",
       "  L2376.93 1956.86 L2387.34 1991.72 L2397.74 2025.26 L2408.14 2057.04 L2418.55 2086.6 L2428.95 2113.44 L2439.35 2137.04 L2449.76 2156.85 L2460.16 2172.28 L2470.56 2182.72 \n",
       "  L2480.96 2187.52 L2491.37 2185.99 L2501.77 2177.42 L2512.17 2161.06 L2522.58 2136.12 L2532.98 2101.77 L2543.38 2057.16 L2553.78 2001.39 L2564.19 1933.53 L2574.59 1852.59 \n",
       "  L2574.59 1820.25 L2564.19 1902.94 L2553.78 1965.62 L2543.38 2012.7 L2532.98 2050 L2522.58 2078.99 L2512.17 2098.2 L2501.77 2109.84 L2491.37 2115.69 L2480.96 2116.7 \n",
       "  L2470.56 2111.62 L2460.16 2102.29 L2449.76 2088.72 L2439.35 2072.47 L2428.95 2053.45 L2418.55 2030.44 L2408.14 2004.84 L2397.74 1977.55 L2387.34 1948.7 L2376.93 1918.39 \n",
       "  L2366.53 1887.13 L2356.13 1855.25 L2345.73 1822.29 L2335.32 1789.01 L2324.92 1754.12 L2314.52 1718.92 L2304.11 1683.08 L2293.71 1646.6 L2283.31 1611.03 L2272.91 1577.19 \n",
       "  L2262.5 1545.4 L2252.1 1514.83 L2241.7 1486.14 L2231.29 1459.23 L2220.89 1435.45 L2210.49 1414.82 L2200.08 1397.38 L2189.68 1382.18 L2179.28 1369.52 L2168.88 1359.21 \n",
       "  L2158.47 1351.16 L2148.07 1346.73 L2137.67 1344.72 L2127.26 1345.02 L2116.86 1348.13 L2106.46 1353.3 L2096.06 1361.15 L2085.65 1371.68 L2075.25 1383.96 L2064.85 1398.51 \n",
       "  L2054.44 1414.8 L2044.04 1432.78 L2033.64 1452.64 L2023.23 1474.55 L2012.83 1497.46 L2002.43 1521.03 L1992.03 1545.3 L1981.62 1571.44 L1971.22 1597.72 L1960.82 1625.19 \n",
       "  L1950.41 1652.31 L1940.01 1679.39 L1929.61 1707.56 L1919.2 1735.72 L1908.8 1762.57 L1898.4 1789.17 L1888 1815.61 L1877.59 1841.6 L1867.19 1866.71 L1856.79 1891.05 \n",
       "  L1846.38 1913.65 L1835.98 1935.82 L1825.58 1956.11 L1815.18 1973.73 L1804.77 1990.92 L1794.37 2006.21 L1783.97 2019.97 L1773.56 2031.67 L1763.16 2042.18 L1752.76 2050.21 \n",
       "  L1742.35 2056.83 L1731.95 2061.13 L1721.55 2064.51 L1711.15 2065.16 L1700.74 2064.77 L1690.34 2062.32 L1679.94 2059.4 L1669.53 2054.08 L1659.13 2048.44 L1648.73 2041.01 \n",
       "  L1638.33 2032.75 L1627.92 2025.1 L1617.52 2016.83 L1607.12 2008.14 L1596.71 2000.52 L1586.31 1991.79 L1575.91 1982.99 L1565.5 1972.58 L1555.1 1962.38 L1544.7 1949.67 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip486)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1544.7,1980.25 1555.1,1986.47 1565.5,1994.11 1575.91,2002.82 1586.31,2012.26 1596.71,2022.11 1607.12,2032.09 1617.52,2041.93 1627.92,2051.39 1638.33,2060.26 \n",
       "  1648.73,2068.34 1659.13,2075.46 1669.53,2081.45 1679.94,2086.2 1690.34,2089.57 1700.74,2091.49 1711.15,2091.86 1721.55,2090.64 1731.95,2087.76 1742.35,2083.22 \n",
       "  1752.76,2076.99 1763.16,2069.07 1773.56,2059.49 1783.97,2048.26 1794.37,2035.43 1804.77,2021.06 1815.18,2005.2 1825.58,1987.93 1835.98,1969.34 1846.38,1949.51 \n",
       "  1856.79,1928.55 1867.19,1906.57 1877.59,1883.68 1888,1860.01 1898.4,1835.68 1908.8,1810.82 1919.2,1785.58 1929.61,1760.09 1940.01,1734.5 1950.41,1708.95 \n",
       "  1960.82,1683.58 1971.22,1658.56 1981.62,1634.02 1992.03,1610.12 2002.43,1586.99 2012.83,1564.79 2023.23,1543.65 2033.64,1523.71 2044.04,1505.12 2054.44,1487.99 \n",
       "  2064.85,1472.46 2075.25,1458.63 2085.65,1446.63 2096.06,1436.56 2106.46,1428.52 2116.86,1422.58 2127.26,1418.84 2137.67,1417.35 2148.07,1418.18 2158.47,1421.37 \n",
       "  2168.88,1426.96 2179.28,1434.96 2189.68,1445.39 2200.08,1458.23 2210.49,1473.47 2220.89,1491.07 2231.29,1510.97 2241.7,1533.1 2252.1,1557.38 2262.5,1583.7 \n",
       "  2272.91,1611.93 2283.31,1641.93 2293.71,1673.52 2304.11,1706.54 2314.52,1740.76 2324.92,1775.96 2335.32,1811.88 2345.73,1848.25 2356.13,1884.75 2366.53,1921.07 \n",
       "  2376.93,1956.86 2387.34,1991.72 2397.74,2025.26 2408.14,2057.04 2418.55,2086.6 2428.95,2113.44 2439.35,2137.04 2449.76,2156.85 2460.16,2172.28 2470.56,2182.72 \n",
       "  2480.96,2187.52 2491.37,2185.99 2501.77,2177.42 2512.17,2161.06 2522.58,2136.12 2532.98,2101.77 2543.38,2057.16 2553.78,2001.39 2564.19,1933.53 2574.59,1852.59 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"\n",
       "M2861.07 2281.9 L3952.76 2281.9 L3952.76 1317.42 L2861.07 1317.42  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip487\">\n",
       "    <rect x=\"2861\" y=\"1317\" width=\"1093\" height=\"965\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2895.66,2281.9 2895.66,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3107.57,2281.9 3107.57,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3319.47,2281.9 3319.47,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3531.37,2281.9 3531.37,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  3743.28,2281.9 3743.28,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,2281.9 3952.76,2281.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2895.66,2281.9 2895.66,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3107.57,2281.9 3107.57,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3319.47,2281.9 3319.47,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3531.37,2281.9 3531.37,2263.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  3743.28,2281.9 3743.28,2263.01 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M2842.19 2340.28 L2871.87 2340.28 L2871.87 2344.21 L2842.19 2344.21 L2842.19 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2882.77 2353.17 L2890.41 2353.17 L2890.41 2326.8 L2882.1 2328.47 L2882.1 2324.21 L2890.36 2322.54 L2895.04 2322.54 L2895.04 2353.17 L2902.68 2353.17 L2902.68 2357.1 L2882.77 2357.1 L2882.77 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2912.12 2351.22 L2917.01 2351.22 L2917.01 2357.1 L2912.12 2357.1 L2912.12 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2937.19 2325.62 Q2933.58 2325.62 2931.75 2329.19 Q2929.95 2332.73 2929.95 2339.86 Q2929.95 2346.97 2931.75 2350.53 Q2933.58 2354.07 2937.19 2354.07 Q2940.83 2354.07 2942.63 2350.53 Q2944.46 2346.97 2944.46 2339.86 Q2944.46 2332.73 2942.63 2329.19 Q2940.83 2325.62 2937.19 2325.62 M2937.19 2321.92 Q2943 2321.92 2946.06 2326.53 Q2949.14 2331.11 2949.14 2339.86 Q2949.14 2348.59 2946.06 2353.19 Q2943 2357.78 2937.19 2357.78 Q2931.38 2357.78 2928.3 2353.19 Q2925.25 2348.59 2925.25 2339.86 Q2925.25 2331.11 2928.3 2326.53 Q2931.38 2321.92 2937.19 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3054.59 2340.28 L3084.27 2340.28 L3084.27 2344.21 L3054.59 2344.21 L3054.59 2340.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3104.36 2325.62 Q3100.75 2325.62 3098.92 2329.19 Q3097.12 2332.73 3097.12 2339.86 Q3097.12 2346.97 3098.92 2350.53 Q3100.75 2354.07 3104.36 2354.07 Q3107.99 2354.07 3109.8 2350.53 Q3111.63 2346.97 3111.63 2339.86 Q3111.63 2332.73 3109.8 2329.19 Q3107.99 2325.62 3104.36 2325.62 M3104.36 2321.92 Q3110.17 2321.92 3113.23 2326.53 Q3116.3 2331.11 3116.3 2339.86 Q3116.3 2348.59 3113.23 2353.19 Q3110.17 2357.78 3104.36 2357.78 Q3098.55 2357.78 3095.47 2353.19 Q3092.42 2348.59 3092.42 2339.86 Q3092.42 2331.11 3095.47 2326.53 Q3098.55 2321.92 3104.36 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3124.52 2351.22 L3129.41 2351.22 L3129.41 2357.1 L3124.52 2357.1 L3124.52 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3139.64 2322.54 L3157.99 2322.54 L3157.99 2326.48 L3143.92 2326.48 L3143.92 2334.95 Q3144.94 2334.6 3145.96 2334.44 Q3146.98 2334.26 3147.99 2334.26 Q3153.78 2334.26 3157.16 2337.43 Q3160.54 2340.6 3160.54 2346.02 Q3160.54 2351.59 3157.07 2354.7 Q3153.6 2357.78 3147.28 2357.78 Q3145.1 2357.78 3142.83 2357.4 Q3140.59 2357.03 3138.18 2356.29 L3138.18 2351.59 Q3140.26 2352.73 3142.49 2353.28 Q3144.71 2353.84 3147.18 2353.84 Q3151.19 2353.84 3153.53 2351.73 Q3155.86 2349.63 3155.86 2346.02 Q3155.86 2342.4 3153.53 2340.3 Q3151.19 2338.19 3147.18 2338.19 Q3145.31 2338.19 3143.43 2338.61 Q3141.58 2339.03 3139.64 2339.9 L3139.64 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3296.85 2325.62 Q3293.24 2325.62 3291.41 2329.19 Q3289.61 2332.73 3289.61 2339.86 Q3289.61 2346.97 3291.41 2350.53 Q3293.24 2354.07 3296.85 2354.07 Q3300.49 2354.07 3302.29 2350.53 Q3304.12 2346.97 3304.12 2339.86 Q3304.12 2332.73 3302.29 2329.19 Q3300.49 2325.62 3296.85 2325.62 M3296.85 2321.92 Q3302.66 2321.92 3305.72 2326.53 Q3308.8 2331.11 3308.8 2339.86 Q3308.8 2348.59 3305.72 2353.19 Q3302.66 2357.78 3296.85 2357.78 Q3291.04 2357.78 3287.96 2353.19 Q3284.91 2348.59 3284.91 2339.86 Q3284.91 2331.11 3287.96 2326.53 Q3291.04 2321.92 3296.85 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3317.02 2351.22 L3321.9 2351.22 L3321.9 2357.1 L3317.02 2357.1 L3317.02 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3342.09 2325.62 Q3338.47 2325.62 3336.65 2329.19 Q3334.84 2332.73 3334.84 2339.86 Q3334.84 2346.97 3336.65 2350.53 Q3338.47 2354.07 3342.09 2354.07 Q3345.72 2354.07 3347.52 2350.53 Q3349.35 2346.97 3349.35 2339.86 Q3349.35 2332.73 3347.52 2329.19 Q3345.72 2325.62 3342.09 2325.62 M3342.09 2321.92 Q3347.9 2321.92 3350.95 2326.53 Q3354.03 2331.11 3354.03 2339.86 Q3354.03 2348.59 3350.95 2353.19 Q3347.9 2357.78 3342.09 2357.78 Q3336.27 2357.78 3333.2 2353.19 Q3330.14 2348.59 3330.14 2339.86 Q3330.14 2331.11 3333.2 2326.53 Q3336.27 2321.92 3342.09 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3509.25 2325.62 Q3505.64 2325.62 3503.81 2329.19 Q3502.01 2332.73 3502.01 2339.86 Q3502.01 2346.97 3503.81 2350.53 Q3505.64 2354.07 3509.25 2354.07 Q3512.89 2354.07 3514.69 2350.53 Q3516.52 2346.97 3516.52 2339.86 Q3516.52 2332.73 3514.69 2329.19 Q3512.89 2325.62 3509.25 2325.62 M3509.25 2321.92 Q3515.06 2321.92 3518.12 2326.53 Q3521.2 2331.11 3521.2 2339.86 Q3521.2 2348.59 3518.12 2353.19 Q3515.06 2357.78 3509.25 2357.78 Q3503.44 2357.78 3500.37 2353.19 Q3497.31 2348.59 3497.31 2339.86 Q3497.31 2331.11 3500.37 2326.53 Q3503.44 2321.92 3509.25 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3529.42 2351.22 L3534.3 2351.22 L3534.3 2357.1 L3529.42 2357.1 L3529.42 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3544.53 2322.54 L3562.89 2322.54 L3562.89 2326.48 L3548.81 2326.48 L3548.81 2334.95 Q3549.83 2334.6 3550.85 2334.44 Q3551.87 2334.26 3552.89 2334.26 Q3558.68 2334.26 3562.06 2337.43 Q3565.43 2340.6 3565.43 2346.02 Q3565.43 2351.59 3561.96 2354.7 Q3558.49 2357.78 3552.17 2357.78 Q3550 2357.78 3547.73 2357.4 Q3545.48 2357.03 3543.07 2356.29 L3543.07 2351.59 Q3545.16 2352.73 3547.38 2353.28 Q3549.6 2353.84 3552.08 2353.84 Q3556.08 2353.84 3558.42 2351.73 Q3560.76 2349.63 3560.76 2346.02 Q3560.76 2342.4 3558.42 2340.3 Q3556.08 2338.19 3552.08 2338.19 Q3550.2 2338.19 3548.33 2338.61 Q3546.48 2339.03 3544.53 2339.9 L3544.53 2322.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3710.43 2353.17 L3718.07 2353.17 L3718.07 2326.8 L3709.76 2328.47 L3709.76 2324.21 L3718.02 2322.54 L3722.7 2322.54 L3722.7 2353.17 L3730.34 2353.17 L3730.34 2357.1 L3710.43 2357.1 L3710.43 2353.17 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3739.78 2351.22 L3744.66 2351.22 L3744.66 2357.1 L3739.78 2357.1 L3739.78 2351.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3764.85 2325.62 Q3761.24 2325.62 3759.41 2329.19 Q3757.6 2332.73 3757.6 2339.86 Q3757.6 2346.97 3759.41 2350.53 Q3761.24 2354.07 3764.85 2354.07 Q3768.48 2354.07 3770.29 2350.53 Q3772.12 2346.97 3772.12 2339.86 Q3772.12 2332.73 3770.29 2329.19 Q3768.48 2325.62 3764.85 2325.62 M3764.85 2321.92 Q3770.66 2321.92 3773.72 2326.53 Q3776.79 2331.11 3776.79 2339.86 Q3776.79 2348.59 3773.72 2353.19 Q3770.66 2357.78 3764.85 2357.78 Q3759.04 2357.78 3755.96 2353.19 Q3752.91 2348.59 3752.91 2339.86 Q3752.91 2331.11 3755.96 2326.53 Q3759.04 2321.92 3764.85 2321.92 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,2198.76 3952.76,2198.76 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,2069.44 3952.76,2069.44 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1940.13 3952.76,1940.13 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1810.82 3952.76,1810.82 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1681.51 3952.76,1681.51 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1552.19 3952.76,1552.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2861.07,1422.88 3952.76,1422.88 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,2281.9 2861.07,1317.42 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,2198.76 2879.97,2198.76 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,2069.44 2879.97,2069.44 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1940.13 2879.97,1940.13 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1810.82 2879.97,1810.82 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1681.51 2879.97,1681.51 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1552.19 2879.97,1552.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip480)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2861.07,1422.88 2879.97,1422.88 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip480)\" d=\"M2695.72 2199.21 L2725.4 2199.21 L2725.4 2203.14 L2695.72 2203.14 L2695.72 2199.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2745.49 2184.55 Q2741.88 2184.55 2740.05 2188.12 Q2738.25 2191.66 2738.25 2198.79 Q2738.25 2205.9 2740.05 2209.46 Q2741.88 2213 2745.49 2213 Q2749.13 2213 2750.93 2209.46 Q2752.76 2205.9 2752.76 2198.79 Q2752.76 2191.66 2750.93 2188.12 Q2749.13 2184.55 2745.49 2184.55 M2745.49 2180.85 Q2751.3 2180.85 2754.36 2185.46 Q2757.44 2190.04 2757.44 2198.79 Q2757.44 2207.52 2754.36 2212.12 Q2751.3 2216.71 2745.49 2216.71 Q2739.68 2216.71 2736.6 2212.12 Q2733.55 2207.52 2733.55 2198.79 Q2733.55 2190.04 2736.6 2185.46 Q2739.68 2180.85 2745.49 2180.85 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2765.65 2210.16 L2770.54 2210.16 L2770.54 2216.04 L2765.65 2216.04 L2765.65 2210.16 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2784.75 2212.1 L2801.07 2212.1 L2801.07 2216.04 L2779.13 2216.04 L2779.13 2212.1 Q2781.79 2209.35 2786.37 2204.72 Q2790.98 2200.06 2792.16 2198.72 Q2794.4 2196.2 2795.28 2194.46 Q2796.19 2192.7 2796.19 2191.01 Q2796.19 2188.26 2794.24 2186.52 Q2792.32 2184.79 2789.22 2184.79 Q2787.02 2184.79 2784.57 2185.55 Q2782.14 2186.31 2779.36 2187.86 L2779.36 2183.14 Q2782.18 2182.01 2784.64 2181.43 Q2787.09 2180.85 2789.13 2180.85 Q2794.5 2180.85 2797.69 2183.54 Q2800.89 2186.22 2800.89 2190.71 Q2800.89 2192.84 2800.07 2194.76 Q2799.29 2196.66 2797.18 2199.25 Q2796.6 2199.92 2793.5 2203.14 Q2790.4 2206.34 2784.75 2212.1 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.89 2055.24 Q2740.28 2055.24 2738.45 2058.81 Q2736.65 2062.35 2736.65 2069.48 Q2736.65 2076.58 2738.45 2080.15 Q2740.28 2083.69 2743.89 2083.69 Q2747.53 2083.69 2749.33 2080.15 Q2751.16 2076.58 2751.16 2069.48 Q2751.16 2062.35 2749.33 2058.81 Q2747.53 2055.24 2743.89 2055.24 M2743.89 2051.54 Q2749.7 2051.54 2752.76 2056.14 Q2755.84 2060.73 2755.84 2069.48 Q2755.84 2078.2 2752.76 2082.81 Q2749.7 2087.39 2743.89 2087.39 Q2738.08 2087.39 2735.01 2082.81 Q2731.95 2078.2 2731.95 2069.48 Q2731.95 2060.73 2735.01 2056.14 Q2738.08 2051.54 2743.89 2051.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2764.06 2080.84 L2768.94 2080.84 L2768.94 2086.72 L2764.06 2086.72 L2764.06 2080.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.13 2055.24 Q2785.51 2055.24 2783.69 2058.81 Q2781.88 2062.35 2781.88 2069.48 Q2781.88 2076.58 2783.69 2080.15 Q2785.51 2083.69 2789.13 2083.69 Q2792.76 2083.69 2794.57 2080.15 Q2796.39 2076.58 2796.39 2069.48 Q2796.39 2062.35 2794.57 2058.81 Q2792.76 2055.24 2789.13 2055.24 M2789.13 2051.54 Q2794.94 2051.54 2797.99 2056.14 Q2801.07 2060.73 2801.07 2069.48 Q2801.07 2078.2 2797.99 2082.81 Q2794.94 2087.39 2789.13 2087.39 Q2783.32 2087.39 2780.24 2082.81 Q2777.18 2078.2 2777.18 2069.48 Q2777.18 2060.73 2780.24 2056.14 Q2783.32 2051.54 2789.13 2051.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2745.49 1925.93 Q2741.88 1925.93 2740.05 1929.49 Q2738.25 1933.04 2738.25 1940.17 Q2738.25 1947.27 2740.05 1950.84 Q2741.88 1954.38 2745.49 1954.38 Q2749.13 1954.38 2750.93 1950.84 Q2752.76 1947.27 2752.76 1940.17 Q2752.76 1933.04 2750.93 1929.49 Q2749.13 1925.93 2745.49 1925.93 M2745.49 1922.23 Q2751.3 1922.23 2754.36 1926.83 Q2757.44 1931.42 2757.44 1940.17 Q2757.44 1948.89 2754.36 1953.5 Q2751.3 1958.08 2745.49 1958.08 Q2739.68 1958.08 2736.6 1953.5 Q2733.55 1948.89 2733.55 1940.17 Q2733.55 1931.42 2736.6 1926.83 Q2739.68 1922.23 2745.49 1922.23 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2765.65 1951.53 L2770.54 1951.53 L2770.54 1957.41 L2765.65 1957.41 L2765.65 1951.53 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2784.75 1953.48 L2801.07 1953.48 L2801.07 1957.41 L2779.13 1957.41 L2779.13 1953.48 Q2781.79 1950.72 2786.37 1946.09 Q2790.98 1941.44 2792.16 1940.1 Q2794.4 1937.57 2795.28 1935.84 Q2796.19 1934.08 2796.19 1932.39 Q2796.19 1929.63 2794.24 1927.9 Q2792.32 1926.16 2789.22 1926.16 Q2787.02 1926.16 2784.57 1926.92 Q2782.14 1927.69 2779.36 1929.24 L2779.36 1924.52 Q2782.18 1923.38 2784.64 1922.8 Q2787.09 1922.23 2789.13 1922.23 Q2794.5 1922.23 2797.69 1924.91 Q2800.89 1927.6 2800.89 1932.09 Q2800.89 1934.22 2800.07 1936.14 Q2799.29 1938.04 2797.18 1940.63 Q2796.6 1941.3 2793.5 1944.52 Q2790.4 1947.71 2784.75 1953.48 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.41 1796.62 Q2739.8 1796.62 2737.97 1800.18 Q2736.16 1803.72 2736.16 1810.85 Q2736.16 1817.96 2737.97 1821.52 Q2739.8 1825.07 2743.41 1825.07 Q2747.04 1825.07 2748.85 1821.52 Q2750.68 1817.96 2750.68 1810.85 Q2750.68 1803.72 2748.85 1800.18 Q2747.04 1796.62 2743.41 1796.62 M2743.41 1792.91 Q2749.22 1792.91 2752.27 1797.52 Q2755.35 1802.1 2755.35 1810.85 Q2755.35 1819.58 2752.27 1824.19 Q2749.22 1828.77 2743.41 1828.77 Q2737.6 1828.77 2734.52 1824.19 Q2731.46 1819.58 2731.46 1810.85 Q2731.46 1802.1 2734.52 1797.52 Q2737.6 1792.91 2743.41 1792.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2763.57 1822.22 L2768.45 1822.22 L2768.45 1828.1 L2763.57 1828.1 L2763.57 1822.22 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2791.49 1797.61 L2779.68 1816.06 L2791.49 1816.06 L2791.49 1797.61 M2790.26 1793.54 L2796.14 1793.54 L2796.14 1816.06 L2801.07 1816.06 L2801.07 1819.95 L2796.14 1819.95 L2796.14 1828.1 L2791.49 1828.1 L2791.49 1819.95 L2775.89 1819.95 L2775.89 1815.44 L2790.26 1793.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.73 1667.3 Q2740.12 1667.3 2738.29 1670.87 Q2736.49 1674.41 2736.49 1681.54 Q2736.49 1688.65 2738.29 1692.21 Q2740.12 1695.75 2743.73 1695.75 Q2747.37 1695.75 2749.17 1692.21 Q2751 1688.65 2751 1681.54 Q2751 1674.41 2749.17 1670.87 Q2747.37 1667.3 2743.73 1667.3 M2743.73 1663.6 Q2749.54 1663.6 2752.6 1668.21 Q2755.68 1672.79 2755.68 1681.54 Q2755.68 1690.27 2752.6 1694.87 Q2749.54 1699.46 2743.73 1699.46 Q2737.92 1699.46 2734.84 1694.87 Q2731.79 1690.27 2731.79 1681.54 Q2731.79 1672.79 2734.84 1668.21 Q2737.92 1663.6 2743.73 1663.6 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2763.89 1692.91 L2768.78 1692.91 L2768.78 1698.79 L2763.89 1698.79 L2763.89 1692.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.54 1679.64 Q2786.39 1679.64 2784.54 1681.79 Q2782.71 1683.95 2782.71 1687.7 Q2782.71 1691.42 2784.54 1693.6 Q2786.39 1695.75 2789.54 1695.75 Q2792.69 1695.75 2794.52 1693.6 Q2796.37 1691.42 2796.37 1687.7 Q2796.37 1683.95 2794.52 1681.79 Q2792.69 1679.64 2789.54 1679.64 M2798.82 1664.99 L2798.82 1669.25 Q2797.07 1668.42 2795.26 1667.98 Q2793.48 1667.54 2791.72 1667.54 Q2787.09 1667.54 2784.64 1670.66 Q2782.2 1673.79 2781.86 1680.1 Q2783.22 1678.09 2785.28 1677.03 Q2787.34 1675.94 2789.82 1675.94 Q2795.03 1675.94 2798.04 1679.11 Q2801.07 1682.26 2801.07 1687.7 Q2801.07 1693.02 2797.92 1696.24 Q2794.77 1699.46 2789.54 1699.46 Q2783.55 1699.46 2780.38 1694.87 Q2777.2 1690.27 2777.2 1681.54 Q2777.2 1673.35 2781.09 1668.48 Q2784.98 1663.6 2791.53 1663.6 Q2793.29 1663.6 2795.08 1663.95 Q2796.88 1664.29 2798.82 1664.99 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2743.99 1537.99 Q2740.38 1537.99 2738.55 1541.56 Q2736.74 1545.1 2736.74 1552.23 Q2736.74 1559.33 2738.55 1562.9 Q2740.38 1566.44 2743.99 1566.44 Q2747.62 1566.44 2749.43 1562.9 Q2751.26 1559.33 2751.26 1552.23 Q2751.26 1545.1 2749.43 1541.56 Q2747.62 1537.99 2743.99 1537.99 M2743.99 1534.29 Q2749.8 1534.29 2752.85 1538.89 Q2755.93 1543.48 2755.93 1552.23 Q2755.93 1560.95 2752.85 1565.56 Q2749.8 1570.14 2743.99 1570.14 Q2738.18 1570.14 2735.1 1565.56 Q2732.04 1560.95 2732.04 1552.23 Q2732.04 1543.48 2735.1 1538.89 Q2738.18 1534.29 2743.99 1534.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2764.15 1563.59 L2769.03 1563.59 L2769.03 1569.47 L2764.15 1569.47 L2764.15 1563.59 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.22 1553.06 Q2785.89 1553.06 2783.96 1554.84 Q2782.07 1556.63 2782.07 1559.75 Q2782.07 1562.88 2783.96 1564.66 Q2785.89 1566.44 2789.22 1566.44 Q2792.55 1566.44 2794.47 1564.66 Q2796.39 1562.85 2796.39 1559.75 Q2796.39 1556.63 2794.47 1554.84 Q2792.58 1553.06 2789.22 1553.06 M2784.54 1551.07 Q2781.53 1550.33 2779.84 1548.27 Q2778.18 1546.21 2778.18 1543.25 Q2778.18 1539.1 2781.12 1536.7 Q2784.08 1534.29 2789.22 1534.29 Q2794.38 1534.29 2797.32 1536.7 Q2800.26 1539.1 2800.26 1543.25 Q2800.26 1546.21 2798.57 1548.27 Q2796.9 1550.33 2793.92 1551.07 Q2797.3 1551.86 2799.17 1554.15 Q2801.07 1556.44 2801.07 1559.75 Q2801.07 1564.77 2797.99 1567.46 Q2794.94 1570.14 2789.22 1570.14 Q2783.5 1570.14 2780.42 1567.46 Q2777.37 1564.77 2777.37 1559.75 Q2777.37 1556.44 2779.26 1554.15 Q2781.16 1551.86 2784.54 1551.07 M2782.83 1543.69 Q2782.83 1546.37 2784.5 1547.88 Q2786.19 1549.38 2789.22 1549.38 Q2792.23 1549.38 2793.92 1547.88 Q2795.63 1546.37 2795.63 1543.69 Q2795.63 1541 2793.92 1539.5 Q2792.23 1537.99 2789.22 1537.99 Q2786.19 1537.99 2784.5 1539.5 Q2782.83 1541 2782.83 1543.69 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2734.7 1436.23 L2742.34 1436.23 L2742.34 1409.86 L2734.03 1411.53 L2734.03 1407.27 L2742.3 1405.6 L2746.97 1405.6 L2746.97 1436.23 L2754.61 1436.23 L2754.61 1440.16 L2734.7 1440.16 L2734.7 1436.23 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2764.06 1434.28 L2768.94 1434.28 L2768.94 1440.16 L2764.06 1440.16 L2764.06 1434.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M2789.13 1408.68 Q2785.51 1408.68 2783.69 1412.24 Q2781.88 1415.79 2781.88 1422.92 Q2781.88 1430.02 2783.69 1433.59 Q2785.51 1437.13 2789.13 1437.13 Q2792.76 1437.13 2794.57 1433.59 Q2796.39 1430.02 2796.39 1422.92 Q2796.39 1415.79 2794.57 1412.24 Q2792.76 1408.68 2789.13 1408.68 M2789.13 1404.98 Q2794.94 1404.98 2797.99 1409.58 Q2801.07 1414.17 2801.07 1422.92 Q2801.07 1431.64 2797.99 1436.25 Q2794.94 1440.83 2789.13 1440.83 Q2783.32 1440.83 2780.24 1436.25 Q2777.18 1431.64 2777.18 1422.92 Q2777.18 1414.17 2780.24 1409.58 Q2783.32 1404.98 2789.13 1404.98 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3208.05 1239.08 Q3202.55 1239.08 3199.3 1242.84 Q3196.1 1246.61 3196.1 1253.17 Q3196.1 1259.69 3199.3 1263.5 Q3202.55 1267.27 3208.05 1267.27 Q3213.56 1267.27 3216.76 1263.5 Q3220 1259.69 3220 1253.17 Q3220 1246.61 3216.76 1242.84 Q3213.56 1239.08 3208.05 1239.08 M3224.3 1213.43 L3224.3 1220.89 Q3221.22 1219.43 3218.06 1218.66 Q3214.94 1217.89 3211.86 1217.89 Q3203.76 1217.89 3199.47 1223.36 Q3195.21 1228.83 3194.61 1239.89 Q3197 1236.36 3200.6 1234.5 Q3204.21 1232.59 3208.54 1232.59 Q3217.65 1232.59 3222.92 1238.14 Q3228.23 1243.65 3228.23 1253.17 Q3228.23 1262.49 3222.72 1268.12 Q3217.21 1273.75 3208.05 1273.75 Q3197.56 1273.75 3192.01 1265.73 Q3186.46 1257.67 3186.46 1242.4 Q3186.46 1228.06 3193.27 1219.55 Q3200.07 1211 3211.54 1211 Q3214.62 1211 3217.74 1211.61 Q3220.9 1212.22 3224.3 1213.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3243.18 1262.29 L3251.72 1262.29 L3251.72 1272.58 L3243.18 1272.58 L3243.18 1262.29 M3243.18 1229.68 L3251.72 1229.68 L3251.72 1239.97 L3243.18 1239.97 L3243.18 1229.68 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3324.6 1244.22 Q3327.23 1245.11 3329.7 1248.03 Q3332.21 1250.94 3334.73 1256.05 L3343.03 1272.58 L3334.24 1272.58 L3326.5 1257.06 Q3323.51 1250.98 3320.67 1249 Q3317.87 1247.01 3313.01 1247.01 L3304.1 1247.01 L3304.1 1272.58 L3295.92 1272.58 L3295.92 1212.1 L3314.39 1212.1 Q3324.76 1212.1 3329.86 1216.43 Q3334.97 1220.76 3334.97 1229.51 Q3334.97 1235.23 3332.3 1238.99 Q3329.66 1242.76 3324.6 1244.22 M3304.1 1218.82 L3304.1 1240.29 L3314.39 1240.29 Q3320.3 1240.29 3323.3 1237.58 Q3326.34 1234.82 3326.34 1229.51 Q3326.34 1224.21 3323.3 1221.53 Q3320.3 1218.82 3314.39 1218.82 L3304.1 1218.82 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3356.28 1240.9 L3373.45 1240.9 L3373.45 1245.52 L3349.23 1245.52 L3349.23 1241.06 Q3350.61 1239.8 3353.16 1237.54 Q3367.09 1225.18 3367.09 1221.37 Q3367.09 1218.7 3364.99 1217.08 Q3362.88 1215.42 3359.44 1215.42 Q3357.33 1215.42 3354.86 1216.15 Q3352.39 1216.84 3349.47 1218.25 L3349.47 1213.27 Q3352.59 1212.14 3355.26 1211.57 Q3357.98 1211 3360.29 1211 Q3366.16 1211 3369.69 1213.68 Q3373.21 1216.35 3373.21 1220.72 Q3373.21 1226.36 3359.8 1237.86 Q3357.53 1239.8 3356.28 1240.9 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3413.84 1234.9 L3465.77 1234.9 L3465.77 1241.71 L3413.84 1241.71 L3413.84 1234.9 M3413.84 1251.43 L3465.77 1251.43 L3465.77 1258.32 L3413.84 1258.32 L3413.84 1251.43 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3511.22 1265.69 L3524.59 1265.69 L3524.59 1219.55 L3510.05 1222.47 L3510.05 1215.01 L3524.51 1212.1 L3532.69 1212.1 L3532.69 1265.69 L3546.06 1265.69 L3546.06 1272.58 L3511.22 1272.58 L3511.22 1265.69 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3562.59 1262.29 L3571.14 1262.29 L3571.14 1272.58 L3562.59 1272.58 L3562.59 1262.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip480)\" d=\"M3606.46 1217.48 Q3600.14 1217.48 3596.94 1223.72 Q3593.78 1229.92 3593.78 1242.4 Q3593.78 1254.83 3596.94 1261.07 Q3600.14 1267.27 3606.46 1267.27 Q3612.82 1267.27 3615.98 1261.07 Q3619.18 1254.83 3619.18 1242.4 Q3619.18 1229.92 3615.98 1223.72 Q3612.82 1217.48 3606.46 1217.48 M3606.46 1211 Q3616.63 1211 3621.98 1219.06 Q3627.36 1227.08 3627.36 1242.4 Q3627.36 1257.67 3621.98 1265.73 Q3616.63 1273.75 3606.46 1273.75 Q3596.29 1273.75 3590.91 1265.73 Q3585.56 1257.67 3585.56 1242.4 Q3585.56 1227.08 3590.91 1219.06 Q3596.29 1211 3606.46 1211 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip487)\" cx=\"2989.13\" cy=\"1859.67\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"2930.83\" cy=\"1852.96\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"2891.97\" cy=\"1776.33\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"3164.01\" cy=\"1819.92\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"3708.11\" cy=\"1709.28\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"3921.86\" cy=\"1652.29\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<circle clip-path=\"url(#clip487)\" cx=\"3630.38\" cy=\"1422.88\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"4.8\"/>\n",
       "<path clip-path=\"url(#clip487)\" d=\"\n",
       "M2891.97 1776.3 L2902.37 1806.07 L2912.77 1828.41 L2923.18 1844.51 L2933.58 1855.39 L2943.98 1862 L2954.38 1865.17 L2964.79 1865.64 L2975.19 1864.05 L2985.59 1860.96 \n",
       "  L2996 1856.85 L3006.4 1852.14 L3016.8 1847.16 L3027.21 1842.18 L3037.61 1837.43 L3048.01 1833.08 L3058.41 1829.24 L3068.82 1825.98 L3079.22 1823.35 L3089.62 1821.36 \n",
       "  L3100.03 1819.96 L3110.43 1819.11 L3120.83 1818.73 L3131.23 1818.74 L3141.64 1819.01 L3152.04 1819.42 L3162.44 1819.86 L3172.85 1820.17 L3183.25 1820.22 L3193.65 1819.88 \n",
       "  L3204.06 1819 L3214.46 1817.45 L3224.86 1815.11 L3235.26 1811.86 L3245.67 1807.59 L3256.07 1802.21 L3266.47 1795.64 L3276.88 1787.8 L3287.28 1778.66 L3297.68 1768.17 \n",
       "  L3308.09 1756.34 L3318.49 1743.15 L3328.89 1728.63 L3339.29 1712.83 L3349.7 1695.8 L3360.1 1677.64 L3370.5 1658.44 L3380.91 1638.33 L3391.31 1617.43 L3401.71 1595.93 \n",
       "  L3412.11 1573.97 L3422.52 1551.77 L3432.92 1529.53 L3443.32 1507.46 L3453.73 1485.8 L3464.13 1464.8 L3474.53 1444.7 L3484.94 1425.76 L3495.34 1408.26 L3505.74 1392.45 \n",
       "  L3516.14 1378.61 L3526.55 1366.99 L3536.95 1357.86 L3547.35 1351.47 L3557.76 1348.04 L3568.16 1347.82 L3578.56 1350.99 L3588.96 1357.76 L3599.37 1368.26 L3609.77 1382.63 \n",
       "  L3620.17 1400.97 L3630.58 1423.32 L3640.98 1449.71 L3651.38 1480.09 L3661.79 1514.38 L3672.19 1552.43 L3682.59 1594.04 L3692.99 1638.94 L3703.4 1686.77 L3713.8 1737.12 \n",
       "  L3724.2 1789.47 L3734.61 1843.22 L3745.01 1897.68 L3755.41 1952.05 L3765.81 2005.41 L3776.22 2056.75 L3786.62 2104.92 L3797.02 2148.64 L3807.43 2186.49 L3817.83 2216.93 \n",
       "  L3828.23 2238.23 L3838.64 2248.55 L3849.04 2245.83 L3859.44 2227.87 L3869.84 2192.28 L3880.25 2136.48 L3890.65 2057.68 L3901.05 1952.9 L3911.46 1818.92 L3921.86 1652.3 \n",
       "  L3921.86 1653.43 L3911.46 1821.1 L3901.05 1956.52 L3890.65 2062.51 L3880.25 2142.12 L3869.84 2198.36 L3859.44 2234.16 L3849.04 2252.07 L3838.64 2254.61 L3828.23 2244.04 \n",
       "  L3817.83 2222.31 L3807.43 2191.53 L3797.02 2153.15 L3786.62 2108.88 L3776.22 2060.21 L3765.81 2008.37 L3755.41 1954.44 L3745.01 1899.64 L3734.61 1844.86 L3724.2 1790.84 \n",
       "  L3713.8 1738.24 L3703.4 1687.76 L3692.99 1639.84 L3682.59 1594.92 L3672.19 1553.33 L3661.79 1515.26 L3651.38 1480.98 L3640.98 1450.64 L3630.58 1424.39 L3620.17 1402.16 \n",
       "  L3609.77 1384.08 L3599.37 1369.95 L3588.96 1359.8 L3578.56 1353.4 L3568.16 1350.67 L3557.76 1351.4 L3547.35 1355.27 L3536.95 1362.1 L3526.55 1371.68 L3516.14 1383.7 \n",
       "  L3505.74 1398.02 L3495.34 1414.2 L3484.94 1432.11 L3474.53 1451.44 L3464.13 1471.92 L3453.73 1493.4 L3443.32 1515.36 L3432.92 1537.68 L3422.52 1560.19 L3412.11 1582.6 \n",
       "  L3401.71 1604.66 L3391.31 1626.3 L3380.91 1647.11 L3370.5 1667.15 L3360.1 1686.19 L3349.7 1704.18 L3339.29 1720.99 L3328.89 1736.58 L3318.49 1750.88 L3308.09 1763.63 \n",
       "  L3297.68 1775.08 L3287.28 1785.1 L3276.88 1793.78 L3266.47 1801.12 L3256.07 1807.16 L3245.67 1812.04 L3235.26 1815.82 L3224.86 1818.58 L3214.46 1820.35 L3204.06 1821.36 \n",
       "  L3193.65 1821.77 L3183.25 1821.65 L3172.85 1821.31 L3162.44 1820.81 L3152.04 1820.45 L3141.64 1820.24 L3131.23 1820.18 L3120.83 1820.47 L3110.43 1821.03 L3100.03 1822.06 \n",
       "  L3089.62 1823.64 L3079.22 1825.76 L3068.82 1828.4 L3058.41 1831.56 L3048.01 1835.29 L3037.61 1839.51 L3027.21 1844.08 L3016.8 1848.8 L3006.4 1853.5 L2996 1858 \n",
       "  L2985.59 1861.89 L2975.19 1864.9 L2964.79 1866.42 L2954.38 1866.06 L2943.98 1862.99 L2933.58 1856.43 L2923.18 1845.51 L2912.77 1829.28 L2902.37 1806.87 L2891.97 1777.32 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2891.97,1776.3 2902.37,1806.07 2912.77,1828.41 2923.18,1844.51 2933.58,1855.39 2943.98,1862 2954.38,1865.17 2964.79,1865.64 2975.19,1864.05 2985.59,1860.96 \n",
       "  2996,1856.85 3006.4,1852.14 3016.8,1847.16 3027.21,1842.18 3037.61,1837.43 3048.01,1833.08 3058.41,1829.24 3068.82,1825.98 3079.22,1823.35 3089.62,1821.36 \n",
       "  3100.03,1819.96 3110.43,1819.11 3120.83,1818.73 3131.23,1818.74 3141.64,1819.01 3152.04,1819.42 3162.44,1819.86 3172.85,1820.17 3183.25,1820.22 3193.65,1819.88 \n",
       "  3204.06,1819 3214.46,1817.45 3224.86,1815.11 3235.26,1811.86 3245.67,1807.59 3256.07,1802.21 3266.47,1795.64 3276.88,1787.8 3287.28,1778.66 3297.68,1768.17 \n",
       "  3308.09,1756.34 3318.49,1743.15 3328.89,1728.63 3339.29,1712.83 3349.7,1695.8 3360.1,1677.64 3370.5,1658.44 3380.91,1638.33 3391.31,1617.43 3401.71,1595.93 \n",
       "  3412.11,1573.97 3422.52,1551.77 3432.92,1529.53 3443.32,1507.46 3453.73,1485.8 3464.13,1464.8 3474.53,1444.7 3484.94,1425.76 3495.34,1408.26 3505.74,1392.45 \n",
       "  3516.14,1378.61 3526.55,1366.99 3536.95,1357.86 3547.35,1351.47 3557.76,1348.04 3568.16,1347.82 3578.56,1350.99 3588.96,1357.76 3599.37,1368.26 3609.77,1382.63 \n",
       "  3620.17,1400.97 3630.58,1423.32 3640.98,1449.71 3651.38,1480.09 3661.79,1514.38 3672.19,1552.43 3682.59,1594.04 3692.99,1638.94 3703.4,1686.77 3713.8,1737.12 \n",
       "  3724.2,1789.47 3734.61,1843.22 3745.01,1897.68 3755.41,1952.05 3765.81,2005.41 3776.22,2056.75 3786.62,2104.92 3797.02,2148.64 3807.43,2186.49 3817.83,2216.93 \n",
       "  3828.23,2238.23 3838.64,2248.55 3849.04,2245.83 3859.44,2227.87 3869.84,2192.28 3880.25,2136.48 3890.65,2057.68 3901.05,1952.9 3911.46,1818.92 3921.86,1652.3 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip487)\" d=\"\n",
       "M2891.97 1776.3 L2902.37 1806.07 L2912.77 1828.41 L2923.18 1844.51 L2933.58 1855.39 L2943.98 1862 L2954.38 1865.17 L2964.79 1865.64 L2975.19 1864.05 L2985.59 1860.96 \n",
       "  L2996 1856.85 L3006.4 1852.14 L3016.8 1847.16 L3027.21 1842.18 L3037.61 1837.43 L3048.01 1833.08 L3058.41 1829.24 L3068.82 1825.98 L3079.22 1823.35 L3089.62 1821.36 \n",
       "  L3100.03 1819.96 L3110.43 1819.11 L3120.83 1818.73 L3131.23 1818.74 L3141.64 1819.01 L3152.04 1819.42 L3162.44 1819.86 L3172.85 1820.17 L3183.25 1820.22 L3193.65 1819.88 \n",
       "  L3204.06 1819 L3214.46 1817.45 L3224.86 1815.11 L3235.26 1811.86 L3245.67 1807.59 L3256.07 1802.21 L3266.47 1795.64 L3276.88 1787.8 L3287.28 1778.66 L3297.68 1768.17 \n",
       "  L3308.09 1756.34 L3318.49 1743.15 L3328.89 1728.63 L3339.29 1712.83 L3349.7 1695.8 L3360.1 1677.64 L3370.5 1658.44 L3380.91 1638.33 L3391.31 1617.43 L3401.71 1595.93 \n",
       "  L3412.11 1573.97 L3422.52 1551.77 L3432.92 1529.53 L3443.32 1507.46 L3453.73 1485.8 L3464.13 1464.8 L3474.53 1444.7 L3484.94 1425.76 L3495.34 1408.26 L3505.74 1392.45 \n",
       "  L3516.14 1378.61 L3526.55 1366.99 L3536.95 1357.86 L3547.35 1351.47 L3557.76 1348.04 L3568.16 1347.82 L3578.56 1350.99 L3588.96 1357.76 L3599.37 1368.26 L3609.77 1382.63 \n",
       "  L3620.17 1400.97 L3630.58 1423.32 L3640.98 1449.71 L3651.38 1480.09 L3661.79 1514.38 L3672.19 1552.43 L3682.59 1594.04 L3692.99 1638.94 L3703.4 1686.77 L3713.8 1737.12 \n",
       "  L3724.2 1789.47 L3734.61 1843.22 L3745.01 1897.68 L3755.41 1952.05 L3765.81 2005.41 L3776.22 2056.75 L3786.62 2104.92 L3797.02 2148.64 L3807.43 2186.49 L3817.83 2216.93 \n",
       "  L3828.23 2238.23 L3838.64 2248.55 L3849.04 2245.83 L3859.44 2227.87 L3869.84 2192.28 L3880.25 2136.48 L3890.65 2057.68 L3901.05 1952.9 L3911.46 1818.92 L3921.86 1652.3 \n",
       "  L3921.86 1651.24 L3911.46 1816.65 L3901.05 1949.19 L3890.65 2053.04 L3880.25 2131.08 L3869.84 2186.35 L3859.44 2221.66 L3849.04 2239.53 L3838.64 2242.4 L3828.23 2232.33 \n",
       "  L3817.83 2211.37 L3807.43 2181.41 L3797.02 2144.03 L3786.62 2100.76 L3776.22 2053.14 L3765.81 2002.34 L3755.41 1949.52 L3745.01 1895.61 L3734.61 1841.54 L3724.2 1788.11 \n",
       "  L3713.8 1735.99 L3703.4 1685.79 L3692.99 1638.01 L3682.59 1593.14 L3672.19 1551.52 L3661.79 1513.44 L3651.38 1479.12 L3640.98 1448.71 L3630.58 1422.28 L3620.17 1399.75 \n",
       "  L3609.77 1381.2 L3599.37 1366.61 L3588.96 1355.66 L3578.56 1348.59 L3568.16 1345 L3557.76 1344.72 L3547.35 1347.7 L3536.95 1353.65 L3526.55 1362.26 L3516.14 1373.43 \n",
       "  L3505.74 1386.75 L3495.34 1401.99 L3484.94 1418.97 L3474.53 1437.49 L3464.13 1457.26 L3453.73 1477.85 L3443.32 1499.25 L3432.92 1521.11 L3422.52 1543.2 L3412.11 1565.17 \n",
       "  L3401.71 1587.02 L3391.31 1608.51 L3380.91 1629.46 L3370.5 1649.62 L3360.1 1668.99 L3349.7 1687.31 L3339.29 1704.54 L3328.89 1720.62 L3318.49 1735.47 L3308.09 1749.02 \n",
       "  L3297.68 1761.27 L3287.28 1772.2 L3276.88 1781.77 L3266.47 1790.1 L3256.07 1797.21 L3245.67 1803 L3235.26 1807.83 L3224.86 1811.63 L3214.46 1814.49 L3204.06 1816.56 \n",
       "  L3193.65 1817.95 L3183.25 1818.74 L3172.85 1819.02 L3162.44 1818.82 L3152.04 1818.35 L3141.64 1817.74 L3131.23 1817.19 L3120.83 1816.93 L3110.43 1817.13 L3100.03 1817.85 \n",
       "  L3089.62 1819.14 L3079.22 1821.08 L3068.82 1823.69 L3058.41 1826.98 L3048.01 1830.96 L3037.61 1835.47 L3027.21 1840.41 L3016.8 1845.62 L3006.4 1850.88 L2996 1855.8 \n",
       "  L2985.59 1860.05 L2975.19 1863.21 L2964.79 1864.8 L2954.38 1864.28 L2943.98 1861.05 L2933.58 1854.42 L2923.18 1843.55 L2912.77 1827.53 L2902.37 1805.27 L2891.97 1775.26 \n",
       "   Z\n",
       "  \" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"0.3\"/>\n",
       "<polyline clip-path=\"url(#clip487)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2891.97,1776.3 2902.37,1806.07 2912.77,1828.41 2923.18,1844.51 2933.58,1855.39 2943.98,1862 2954.38,1865.17 2964.79,1865.64 2975.19,1864.05 2985.59,1860.96 \n",
       "  2996,1856.85 3006.4,1852.14 3016.8,1847.16 3027.21,1842.18 3037.61,1837.43 3048.01,1833.08 3058.41,1829.24 3068.82,1825.98 3079.22,1823.35 3089.62,1821.36 \n",
       "  3100.03,1819.96 3110.43,1819.11 3120.83,1818.73 3131.23,1818.74 3141.64,1819.01 3152.04,1819.42 3162.44,1819.86 3172.85,1820.17 3183.25,1820.22 3193.65,1819.88 \n",
       "  3204.06,1819 3214.46,1817.45 3224.86,1815.11 3235.26,1811.86 3245.67,1807.59 3256.07,1802.21 3266.47,1795.64 3276.88,1787.8 3287.28,1778.66 3297.68,1768.17 \n",
       "  3308.09,1756.34 3318.49,1743.15 3328.89,1728.63 3339.29,1712.83 3349.7,1695.8 3360.1,1677.64 3370.5,1658.44 3380.91,1638.33 3391.31,1617.43 3401.71,1595.93 \n",
       "  3412.11,1573.97 3422.52,1551.77 3432.92,1529.53 3443.32,1507.46 3453.73,1485.8 3464.13,1464.8 3474.53,1444.7 3484.94,1425.76 3495.34,1408.26 3505.74,1392.45 \n",
       "  3516.14,1378.61 3526.55,1366.99 3536.95,1357.86 3547.35,1351.47 3557.76,1348.04 3568.16,1347.82 3578.56,1350.99 3588.96,1357.76 3599.37,1368.26 3609.77,1382.63 \n",
       "  3620.17,1400.97 3630.58,1423.32 3640.98,1449.71 3651.38,1480.09 3661.79,1514.38 3672.19,1552.43 3682.59,1594.04 3692.99,1638.94 3703.4,1686.77 3713.8,1737.12 \n",
       "  3724.2,1789.47 3734.61,1843.22 3745.01,1897.68 3755.41,1952.05 3765.81,2005.41 3776.22,2056.75 3786.62,2104.92 3797.02,2148.64 3807.43,2186.49 3817.83,2216.93 \n",
       "  3828.23,2238.23 3838.64,2248.55 3849.04,2245.83 3859.44,2227.87 3869.84,2192.28 3880.25,2136.48 3890.65,2057.68 3901.05,1952.9 3911.46,1818.92 3921.86,1652.3 \n",
       "  \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(\n",
    "    brain_plot(m7_1),\n",
    "    brain_plot(m7_2),\n",
    "    brain_plot(m7_3),\n",
    "    brain_plot(m7_4),\n",
    "    brain_plot(m7_5),\n",
    "    brain_plot(m7_6, sigma=0.001);\n",
    "    size=(1000, 600)\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cdb8a1ac",
   "metadata": {},
   "source": [
    "Code 7.11"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a7138717",
   "metadata": {},
   "outputs": [],
   "source": [
    "i = 3\n",
    "d_minus_i = d[setdiff(1:end,i),:];"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d28045a6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "brain_loo_plot (generic function with 1 method)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function brain_loo_plot(model, data; title::String)\n",
    "    (a, b) = extrema(data.brain_std)\n",
    "    p = scatter(data.mass_std, data.brain_std; title=title, ylim=(a-0.1, b+0.1))\n",
    "    mass_seq = range(extrema(data.mass_std)...; length=100)\n",
    "    \n",
    "    for i ∈ 1:nrow(data)\n",
    "        d_minus_i = data[setdiff(1:end,i),:]\n",
    "        df = DataFrame(sample(model(d_minus_i.mass_std, d_minus_i.brain_std), NUTS(), 1000))\n",
    "\n",
    "        degree = ncol(df[!,r\"b\"])\n",
    "        # build mass_seq*degree matrix, with each col exponentiated to col's index\n",
    "        t = repeat(mass_seq, 1, degree)\n",
    "        t = hcat(map(.^, eachcol(t), 1:degree)...)\n",
    "        l = [\n",
    "            r.a .+ t * collect(r[r\"b\"])\n",
    "            for r ∈ eachrow(df)\n",
    "        ]\n",
    "        l = vcat(l'...)\n",
    "        μ = mean.(eachcol(l))\n",
    "        plot!(mass_seq, μ; c=:black)\n",
    "    end\n",
    "    p\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "2a6bf6fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"800\" height=\"400\" viewBox=\"0 0 3200 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip520\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"3200\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip520)\" d=\"\n",
       "M0 1600 L3200 1600 L3200 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip521\">\n",
       "    <rect x=\"640\" y=\"0\" width=\"2241\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip520)\" d=\"\n",
       "M164.598 1495.09 L1552.76 1495.09 L1552.76 108.352 L164.598 108.352  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip522\">\n",
       "    <rect x=\"164\" y=\"108\" width=\"1389\" height=\"1388\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.586,1495.09 208.586,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  478.036,1495.09 478.036,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  747.486,1495.09 747.486,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1016.94,1495.09 1016.94,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1286.39,1495.09 1286.39,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,1495.09 1552.76,1495.09 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.586,1495.09 208.586,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  478.036,1495.09 478.036,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  747.486,1495.09 747.486,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1016.94,1495.09 1016.94,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1286.39,1495.09 1286.39,1476.19 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip520)\" d=\"M155.114 1547.06 L184.79 1547.06 L184.79 1550.99 L155.114 1550.99 L155.114 1547.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M195.692 1559.95 L203.331 1559.95 L203.331 1533.59 L195.021 1535.25 L195.021 1530.99 L203.285 1529.33 L207.961 1529.33 L207.961 1559.95 L215.6 1559.95 L215.6 1563.89 L195.692 1563.89 L195.692 1559.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M225.044 1558.01 L229.928 1558.01 L229.928 1563.89 L225.044 1563.89 L225.044 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M250.113 1532.41 Q246.502 1532.41 244.674 1535.97 Q242.868 1539.51 242.868 1546.64 Q242.868 1553.75 244.674 1557.31 Q246.502 1560.86 250.113 1560.86 Q253.748 1560.86 255.553 1557.31 Q257.382 1553.75 257.382 1546.64 Q257.382 1539.51 255.553 1535.97 Q253.748 1532.41 250.113 1532.41 M250.113 1528.7 Q255.923 1528.7 258.979 1533.31 Q262.058 1537.89 262.058 1546.64 Q262.058 1555.37 258.979 1559.98 Q255.923 1564.56 250.113 1564.56 Q244.303 1564.56 241.225 1559.98 Q238.169 1555.37 238.169 1546.64 Q238.169 1537.89 241.225 1533.31 Q244.303 1528.7 250.113 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M425.062 1547.06 L454.737 1547.06 L454.737 1550.99 L425.062 1550.99 L425.062 1547.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M474.83 1532.41 Q471.219 1532.41 469.39 1535.97 Q467.585 1539.51 467.585 1546.64 Q467.585 1553.75 469.39 1557.31 Q471.219 1560.86 474.83 1560.86 Q478.464 1560.86 480.27 1557.31 Q482.098 1553.75 482.098 1546.64 Q482.098 1539.51 480.27 1535.97 Q478.464 1532.41 474.83 1532.41 M474.83 1528.7 Q480.64 1528.7 483.696 1533.31 Q486.774 1537.89 486.774 1546.64 Q486.774 1555.37 483.696 1559.98 Q480.64 1564.56 474.83 1564.56 Q469.02 1564.56 465.941 1559.98 Q462.886 1555.37 462.886 1546.64 Q462.886 1537.89 465.941 1533.31 Q469.02 1528.7 474.83 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M494.992 1558.01 L499.876 1558.01 L499.876 1563.89 L494.992 1563.89 L494.992 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M510.108 1529.33 L528.464 1529.33 L528.464 1533.26 L514.39 1533.26 L514.39 1541.74 Q515.408 1541.39 516.427 1541.23 Q517.445 1541.04 518.464 1541.04 Q524.251 1541.04 527.631 1544.21 Q531.01 1547.38 531.01 1552.8 Q531.01 1558.38 527.538 1561.48 Q524.066 1564.56 517.746 1564.56 Q515.57 1564.56 513.302 1564.19 Q511.057 1563.82 508.649 1563.08 L508.649 1558.38 Q510.733 1559.51 512.955 1560.07 Q515.177 1560.62 517.654 1560.62 Q521.658 1560.62 523.996 1558.52 Q526.334 1556.41 526.334 1552.8 Q526.334 1549.19 523.996 1547.08 Q521.658 1544.98 517.654 1544.98 Q515.779 1544.98 513.904 1545.39 Q512.052 1545.81 510.108 1546.69 L510.108 1529.33 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M724.87 1532.41 Q721.259 1532.41 719.431 1535.97 Q717.625 1539.51 717.625 1546.64 Q717.625 1553.75 719.431 1557.31 Q721.259 1560.86 724.87 1560.86 Q728.505 1560.86 730.31 1557.31 Q732.139 1553.75 732.139 1546.64 Q732.139 1539.51 730.31 1535.97 Q728.505 1532.41 724.87 1532.41 M724.87 1528.7 Q730.681 1528.7 733.736 1533.31 Q736.815 1537.89 736.815 1546.64 Q736.815 1555.37 733.736 1559.98 Q730.681 1564.56 724.87 1564.56 Q719.06 1564.56 715.982 1559.98 Q712.926 1555.37 712.926 1546.64 Q712.926 1537.89 715.982 1533.31 Q719.06 1528.7 724.87 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M745.032 1558.01 L749.917 1558.01 L749.917 1563.89 L745.032 1563.89 L745.032 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M770.102 1532.41 Q766.491 1532.41 764.662 1535.97 Q762.856 1539.51 762.856 1546.64 Q762.856 1553.75 764.662 1557.31 Q766.491 1560.86 770.102 1560.86 Q773.736 1560.86 775.541 1557.31 Q777.37 1553.75 777.37 1546.64 Q777.37 1539.51 775.541 1535.97 Q773.736 1532.41 770.102 1532.41 M770.102 1528.7 Q775.912 1528.7 778.967 1533.31 Q782.046 1537.89 782.046 1546.64 Q782.046 1555.37 778.967 1559.98 Q775.912 1564.56 770.102 1564.56 Q764.292 1564.56 761.213 1559.98 Q758.157 1555.37 758.157 1546.64 Q758.157 1537.89 761.213 1533.31 Q764.292 1528.7 770.102 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M994.818 1532.41 Q991.207 1532.41 989.379 1535.97 Q987.573 1539.51 987.573 1546.64 Q987.573 1553.75 989.379 1557.31 Q991.207 1560.86 994.818 1560.86 Q998.453 1560.86 1000.26 1557.31 Q1002.09 1553.75 1002.09 1546.64 Q1002.09 1539.51 1000.26 1535.97 Q998.453 1532.41 994.818 1532.41 M994.818 1528.7 Q1000.63 1528.7 1003.68 1533.31 Q1006.76 1537.89 1006.76 1546.64 Q1006.76 1555.37 1003.68 1559.98 Q1000.63 1564.56 994.818 1564.56 Q989.008 1564.56 985.929 1559.98 Q982.874 1555.37 982.874 1546.64 Q982.874 1537.89 985.929 1533.31 Q989.008 1528.7 994.818 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1014.98 1558.01 L1019.86 1558.01 L1019.86 1563.89 L1014.98 1563.89 L1014.98 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1030.1 1529.33 L1048.45 1529.33 L1048.45 1533.26 L1034.38 1533.26 L1034.38 1541.74 Q1035.4 1541.39 1036.42 1541.23 Q1037.43 1541.04 1038.45 1541.04 Q1044.24 1541.04 1047.62 1544.21 Q1051 1547.38 1051 1552.8 Q1051 1558.38 1047.53 1561.48 Q1044.05 1564.56 1037.73 1564.56 Q1035.56 1564.56 1033.29 1564.19 Q1031.04 1563.82 1028.64 1563.08 L1028.64 1558.38 Q1030.72 1559.51 1032.94 1560.07 Q1035.17 1560.62 1037.64 1560.62 Q1041.65 1560.62 1043.98 1558.52 Q1046.32 1556.41 1046.32 1552.8 Q1046.32 1549.19 1043.98 1547.08 Q1041.65 1544.98 1037.64 1544.98 Q1035.77 1544.98 1033.89 1545.39 Q1032.04 1545.81 1030.1 1546.69 L1030.1 1529.33 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1253.54 1559.95 L1261.18 1559.95 L1261.18 1533.59 L1252.87 1535.25 L1252.87 1530.99 L1261.13 1529.33 L1265.81 1529.33 L1265.81 1559.95 L1273.45 1559.95 L1273.45 1563.89 L1253.54 1563.89 L1253.54 1559.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1282.89 1558.01 L1287.78 1558.01 L1287.78 1563.89 L1282.89 1563.89 L1282.89 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1307.96 1532.41 Q1304.35 1532.41 1302.52 1535.97 Q1300.72 1539.51 1300.72 1546.64 Q1300.72 1553.75 1302.52 1557.31 Q1304.35 1560.86 1307.96 1560.86 Q1311.59 1560.86 1313.4 1557.31 Q1315.23 1553.75 1315.23 1546.64 Q1315.23 1539.51 1313.4 1535.97 Q1311.59 1532.41 1307.96 1532.41 M1307.96 1528.7 Q1313.77 1528.7 1316.83 1533.31 Q1319.9 1537.89 1319.9 1546.64 Q1319.9 1555.37 1316.83 1559.98 Q1313.77 1564.56 1307.96 1564.56 Q1302.15 1564.56 1299.07 1559.98 Q1296.02 1555.37 1296.02 1546.64 Q1296.02 1537.89 1299.07 1533.31 Q1302.15 1528.7 1307.96 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  164.598,1217.04 1552.76,1217.04 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  164.598,900.27 1552.76,900.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  164.598,583.503 1552.76,583.503 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  164.598,266.736 1552.76,266.736 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,1495.09 164.598,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,1217.04 183.496,1217.04 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,900.27 183.496,900.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,583.503 183.496,583.503 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  164.598,266.736 183.496,266.736 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip520)\" d=\"M58.9365 1202.84 Q55.3254 1202.84 53.4967 1206.4 Q51.6912 1209.94 51.6912 1217.07 Q51.6912 1224.18 53.4967 1227.74 Q55.3254 1231.28 58.9365 1231.28 Q62.5707 1231.28 64.3763 1227.74 Q66.205 1224.18 66.205 1217.07 Q66.205 1209.94 64.3763 1206.4 Q62.5707 1202.84 58.9365 1202.84 M58.9365 1199.13 Q64.7467 1199.13 67.8022 1203.74 Q70.8809 1208.32 70.8809 1217.07 Q70.8809 1225.8 67.8022 1230.4 Q64.7467 1234.99 58.9365 1234.99 Q53.1264 1234.99 50.0477 1230.4 Q46.9921 1225.8 46.9921 1217.07 Q46.9921 1208.32 50.0477 1203.74 Q53.1264 1199.13 58.9365 1199.13 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M79.0984 1228.44 L83.9827 1228.44 L83.9827 1234.32 L79.0984 1234.32 L79.0984 1228.44 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M107.015 1203.83 L95.2095 1222.28 L107.015 1222.28 L107.015 1203.83 M105.788 1199.76 L111.668 1199.76 L111.668 1222.28 L116.598 1222.28 L116.598 1226.17 L111.668 1226.17 L111.668 1234.32 L107.015 1234.32 L107.015 1226.17 L91.4132 1226.17 L91.4132 1221.65 L105.788 1199.76 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M59.2606 886.068 Q55.6495 886.068 53.8208 889.633 Q52.0152 893.175 52.0152 900.304 Q52.0152 907.411 53.8208 910.976 Q55.6495 914.517 59.2606 914.517 Q62.8948 914.517 64.7004 910.976 Q66.5291 907.411 66.5291 900.304 Q66.5291 893.175 64.7004 889.633 Q62.8948 886.068 59.2606 886.068 M59.2606 882.365 Q65.0707 882.365 68.1263 886.971 Q71.205 891.555 71.205 900.304 Q71.205 909.031 68.1263 913.638 Q65.0707 918.221 59.2606 918.221 Q53.4504 918.221 50.3717 913.638 Q47.3162 909.031 47.3162 900.304 Q47.3162 891.555 50.3717 886.971 Q53.4504 882.365 59.2606 882.365 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M79.4225 911.67 L84.3067 911.67 L84.3067 917.55 L79.4225 917.55 L79.4225 911.67 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M105.071 898.406 Q101.922 898.406 100.071 900.559 Q98.2419 902.712 98.2419 906.462 Q98.2419 910.189 100.071 912.365 Q101.922 914.517 105.071 914.517 Q108.219 914.517 110.047 912.365 Q111.899 910.189 111.899 906.462 Q111.899 902.712 110.047 900.559 Q108.219 898.406 105.071 898.406 M114.353 883.754 L114.353 888.013 Q112.594 887.18 110.788 886.74 Q109.006 886.3 107.246 886.3 Q102.617 886.3 100.163 889.425 Q97.7326 892.55 97.3854 898.869 Q98.7511 896.855 100.811 895.791 Q102.871 894.703 105.348 894.703 Q110.557 894.703 113.566 897.874 Q116.598 901.022 116.598 906.462 Q116.598 911.786 113.45 915.003 Q110.302 918.221 105.071 918.221 Q99.0752 918.221 95.9039 913.638 Q92.7326 909.031 92.7326 900.304 Q92.7326 892.11 96.6215 887.249 Q100.51 882.365 107.061 882.365 Q108.82 882.365 110.603 882.712 Q112.408 883.059 114.353 883.754 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M59.5152 569.301 Q55.9041 569.301 54.0754 572.866 Q52.2699 576.408 52.2699 583.537 Q52.2699 590.644 54.0754 594.209 Q55.9041 597.75 59.5152 597.75 Q63.1494 597.75 64.955 594.209 Q66.7837 590.644 66.7837 583.537 Q66.7837 576.408 64.955 572.866 Q63.1494 569.301 59.5152 569.301 M59.5152 565.598 Q65.3254 565.598 68.3809 570.204 Q71.4596 574.787 71.4596 583.537 Q71.4596 592.264 68.3809 596.871 Q65.3254 601.454 59.5152 601.454 Q53.7051 601.454 50.6264 596.871 Q47.5708 592.264 47.5708 583.537 Q47.5708 574.787 50.6264 570.204 Q53.7051 565.598 59.5152 565.598 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M79.6771 594.903 L84.5614 594.903 L84.5614 600.783 L79.6771 600.783 L79.6771 594.903 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M104.746 584.371 Q101.413 584.371 99.4918 586.153 Q97.5937 587.936 97.5937 591.061 Q97.5937 594.186 99.4918 595.968 Q101.413 597.75 104.746 597.75 Q108.08 597.75 110.001 595.968 Q111.922 594.162 111.922 591.061 Q111.922 587.936 110.001 586.153 Q108.103 584.371 104.746 584.371 M100.071 582.38 Q97.0613 581.639 95.3715 579.579 Q93.7048 577.519 93.7048 574.556 Q93.7048 570.412 96.6446 568.005 Q99.6076 565.598 104.746 565.598 Q109.908 565.598 112.848 568.005 Q115.788 570.412 115.788 574.556 Q115.788 577.519 114.098 579.579 Q112.432 581.639 109.445 582.38 Q112.825 583.167 114.7 585.459 Q116.598 587.75 116.598 591.061 Q116.598 596.084 113.52 598.769 Q110.464 601.454 104.746 601.454 Q99.0289 601.454 95.9502 598.769 Q92.8947 596.084 92.8947 591.061 Q92.8947 587.75 94.7928 585.459 Q96.6909 583.167 100.071 582.38 M98.3576 574.996 Q98.3576 577.681 100.024 579.186 Q101.714 580.69 104.746 580.69 Q107.756 580.69 109.445 579.186 Q111.158 577.681 111.158 574.996 Q111.158 572.311 109.445 570.806 Q107.756 569.301 104.746 569.301 Q101.714 569.301 100.024 570.806 Q98.3576 572.311 98.3576 574.996 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M50.2328 280.08 L57.8717 280.08 L57.8717 253.715 L49.5616 255.382 L49.5616 251.122 L57.8254 249.456 L62.5013 249.456 L62.5013 280.08 L70.1402 280.08 L70.1402 284.016 L50.2328 284.016 L50.2328 280.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M79.5845 278.136 L84.4688 278.136 L84.4688 284.016 L79.5845 284.016 L79.5845 278.136 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M104.654 252.534 Q101.043 252.534 99.2141 256.099 Q97.4085 259.641 97.4085 266.77 Q97.4085 273.877 99.2141 277.442 Q101.043 280.983 104.654 280.983 Q108.288 280.983 110.094 277.442 Q111.922 273.877 111.922 266.77 Q111.922 259.641 110.094 256.099 Q108.288 252.534 104.654 252.534 M104.654 248.831 Q110.464 248.831 113.52 253.437 Q116.598 258.02 116.598 266.77 Q116.598 275.497 113.52 280.104 Q110.464 284.687 104.654 284.687 Q98.8437 284.687 95.765 280.104 Q92.7095 275.497 92.7095 266.77 Q92.7095 258.02 95.765 253.437 Q98.8437 248.831 104.654 248.831 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M795.503 35.9153 Q798.298 30.8922 802.187 28.5022 Q806.076 26.1121 811.342 26.1121 Q818.431 26.1121 822.28 31.0947 Q826.128 36.0368 826.128 45.1919 L826.128 72.576 L818.634 72.576 L818.634 45.4349 Q818.634 38.913 816.325 35.7533 Q814.016 32.5936 809.276 32.5936 Q803.484 32.5936 800.121 36.4419 Q796.759 40.2903 796.759 46.9338 L796.759 72.576 L789.265 72.576 L789.265 45.4349 Q789.265 38.8725 786.956 35.7533 Q784.647 32.5936 779.826 32.5936 Q774.114 32.5936 770.752 36.4824 Q767.39 40.3308 767.39 46.9338 L767.39 72.576 L759.896 72.576 L759.896 27.2059 L767.39 27.2059 L767.39 34.2544 Q769.942 30.082 773.507 28.0971 Q777.072 26.1121 781.973 26.1121 Q786.915 26.1121 790.359 28.6237 Q793.842 31.1352 795.503 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M839.982 12.096 L878.871 12.096 L878.871 15.5798 L856.915 72.576 L848.368 72.576 L869.027 18.9825 L839.982 18.9825 L839.982 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M894.831 62.2867 L903.379 62.2867 L903.379 72.576 L894.831 72.576 L894.831 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M922.621 65.6895 L935.989 65.6895 L935.989 19.5497 L921.446 22.4663 L921.446 15.0127 L935.908 12.096 L944.09 12.096 L944.09 65.6895 L957.458 65.6895 L957.458 72.576 L922.621 72.576 L922.621 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip522)\" cx=\"327.431\" cy=\"1336.7\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"253.304\" cy=\"1320.28\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"203.886\" cy=\"1132.57\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"549.813\" cy=\"1239.33\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"1241.67\" cy=\"968.316\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"1513.47\" cy=\"828.704\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip522)\" cx=\"1142.83\" cy=\"266.736\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1212.28 217.114,1206.58 230.342,1200.89 243.57,1195.19 256.798,1189.49 270.026,1183.8 283.254,1178.1 296.482,1172.4 309.711,1166.71 322.939,1161.01 \n",
       "  336.167,1155.31 349.395,1149.62 362.623,1143.92 375.851,1138.22 389.079,1132.53 402.307,1126.83 415.535,1121.13 428.764,1115.44 441.992,1109.74 455.22,1104.04 \n",
       "  468.448,1098.35 481.676,1092.65 494.904,1086.95 508.132,1081.26 521.36,1075.56 534.588,1069.86 547.817,1064.17 561.045,1058.47 574.273,1052.77 587.501,1047.08 \n",
       "  600.729,1041.38 613.957,1035.68 627.185,1029.99 640.413,1024.29 653.641,1018.59 666.87,1012.9 680.098,1007.2 693.326,1001.5 706.554,995.805 719.782,990.108 \n",
       "  733.01,984.412 746.238,978.715 759.466,973.018 772.694,967.321 785.922,961.625 799.151,955.928 812.379,950.231 825.607,944.534 838.835,938.838 852.063,933.141 \n",
       "  865.291,927.444 878.519,921.748 891.747,916.051 904.975,910.354 918.204,904.657 931.432,898.961 944.66,893.264 957.888,887.567 971.116,881.871 984.344,876.174 \n",
       "  997.572,870.477 1010.8,864.78 1024.03,859.084 1037.26,853.387 1050.48,847.69 1063.71,841.994 1076.94,836.297 1090.17,830.6 1103.4,824.903 1116.63,819.207 \n",
       "  1129.85,813.51 1143.08,807.813 1156.31,802.117 1169.54,796.42 1182.77,790.723 1195.99,785.026 1209.22,779.33 1222.45,773.633 1235.68,767.936 1248.91,762.24 \n",
       "  1262.13,756.543 1275.36,750.846 1288.59,745.149 1301.82,739.453 1315.05,733.756 1328.27,728.059 1341.5,722.363 1354.73,716.666 1367.96,710.969 1381.19,705.272 \n",
       "  1394.42,699.576 1407.64,693.879 1420.87,688.182 1434.1,682.485 1447.33,676.789 1460.56,671.092 1473.78,665.395 1487.01,659.699 1500.24,654.002 1513.47,648.305 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1269.46 217.114,1262.99 230.342,1256.53 243.57,1250.06 256.798,1243.59 270.026,1237.12 283.254,1230.66 296.482,1224.19 309.711,1217.72 322.939,1211.25 \n",
       "  336.167,1204.79 349.395,1198.32 362.623,1191.85 375.851,1185.39 389.079,1178.92 402.307,1172.45 415.535,1165.98 428.764,1159.52 441.992,1153.05 455.22,1146.58 \n",
       "  468.448,1140.11 481.676,1133.65 494.904,1127.18 508.132,1120.71 521.36,1114.25 534.588,1107.78 547.817,1101.31 561.045,1094.84 574.273,1088.38 587.501,1081.91 \n",
       "  600.729,1075.44 613.957,1068.97 627.185,1062.51 640.413,1056.04 653.641,1049.57 666.87,1043.11 680.098,1036.64 693.326,1030.17 706.554,1023.7 719.782,1017.24 \n",
       "  733.01,1010.77 746.238,1004.3 759.466,997.834 772.694,991.367 785.922,984.9 799.151,978.432 812.379,971.965 825.607,965.498 838.835,959.03 852.063,952.563 \n",
       "  865.291,946.096 878.519,939.628 891.747,933.161 904.975,926.694 918.204,920.227 931.432,913.759 944.66,907.292 957.888,900.825 971.116,894.357 984.344,887.89 \n",
       "  997.572,881.423 1010.8,874.956 1024.03,868.488 1037.26,862.021 1050.48,855.554 1063.71,849.086 1076.94,842.619 1090.17,836.152 1103.4,829.685 1116.63,823.217 \n",
       "  1129.85,816.75 1143.08,810.283 1156.31,803.815 1169.54,797.348 1182.77,790.881 1195.99,784.414 1209.22,777.946 1222.45,771.479 1235.68,765.012 1248.91,758.544 \n",
       "  1262.13,752.077 1275.36,745.61 1288.59,739.143 1301.82,732.675 1315.05,726.208 1328.27,719.741 1341.5,713.273 1354.73,706.806 1367.96,700.339 1381.19,693.871 \n",
       "  1394.42,687.404 1407.64,680.937 1420.87,674.47 1434.1,668.002 1447.33,661.535 1460.56,655.068 1473.78,648.6 1487.01,642.133 1500.24,635.666 1513.47,629.199 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1328.4 217.114,1321.28 230.342,1314.16 243.57,1307.04 256.798,1299.92 270.026,1292.8 283.254,1285.68 296.482,1278.56 309.711,1271.44 322.939,1264.32 \n",
       "  336.167,1257.2 349.395,1250.08 362.623,1242.96 375.851,1235.84 389.079,1228.72 402.307,1221.6 415.535,1214.48 428.764,1207.36 441.992,1200.24 455.22,1193.12 \n",
       "  468.448,1186 481.676,1178.88 494.904,1171.76 508.132,1164.64 521.36,1157.51 534.588,1150.39 547.817,1143.27 561.045,1136.15 574.273,1129.03 587.501,1121.91 \n",
       "  600.729,1114.79 613.957,1107.67 627.185,1100.55 640.413,1093.43 653.641,1086.31 666.87,1079.19 680.098,1072.07 693.326,1064.95 706.554,1057.83 719.782,1050.71 \n",
       "  733.01,1043.59 746.238,1036.47 759.466,1029.35 772.694,1022.23 785.922,1015.11 799.151,1007.99 812.379,1000.87 825.607,993.753 838.835,986.633 852.063,979.512 \n",
       "  865.291,972.392 878.519,965.272 891.747,958.152 904.975,951.032 918.204,943.912 931.432,936.792 944.66,929.672 957.888,922.552 971.116,915.432 984.344,908.311 \n",
       "  997.572,901.191 1010.8,894.071 1024.03,886.951 1037.26,879.831 1050.48,872.711 1063.71,865.591 1076.94,858.471 1090.17,851.351 1103.4,844.231 1116.63,837.11 \n",
       "  1129.85,829.99 1143.08,822.87 1156.31,815.75 1169.54,808.63 1182.77,801.51 1195.99,794.39 1209.22,787.27 1222.45,780.15 1235.68,773.03 1248.91,765.909 \n",
       "  1262.13,758.789 1275.36,751.669 1288.59,744.549 1301.82,737.429 1315.05,730.309 1328.27,723.189 1341.5,716.069 1354.73,708.949 1367.96,701.829 1381.19,694.708 \n",
       "  1394.42,687.588 1407.64,680.468 1420.87,673.348 1434.1,666.228 1447.33,659.108 1460.56,651.988 1473.78,644.868 1487.01,637.748 1500.24,630.628 1513.47,623.507 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1244.79 217.114,1238.35 230.342,1231.9 243.57,1225.46 256.798,1219.01 270.026,1212.57 283.254,1206.13 296.482,1199.68 309.711,1193.24 322.939,1186.8 \n",
       "  336.167,1180.35 349.395,1173.91 362.623,1167.47 375.851,1161.02 389.079,1154.58 402.307,1148.13 415.535,1141.69 428.764,1135.25 441.992,1128.8 455.22,1122.36 \n",
       "  468.448,1115.92 481.676,1109.47 494.904,1103.03 508.132,1096.58 521.36,1090.14 534.588,1083.7 547.817,1077.25 561.045,1070.81 574.273,1064.37 587.501,1057.92 \n",
       "  600.729,1051.48 613.957,1045.04 627.185,1038.59 640.413,1032.15 653.641,1025.7 666.87,1019.26 680.098,1012.82 693.326,1006.37 706.554,999.93 719.782,993.486 \n",
       "  733.01,987.042 746.238,980.599 759.466,974.155 772.694,967.711 785.922,961.268 799.151,954.824 812.379,948.38 825.607,941.936 838.835,935.493 852.063,929.049 \n",
       "  865.291,922.605 878.519,916.162 891.747,909.718 904.975,903.274 918.204,896.831 931.432,890.387 944.66,883.943 957.888,877.5 971.116,871.056 984.344,864.612 \n",
       "  997.572,858.169 1010.8,851.725 1024.03,845.281 1037.26,838.838 1050.48,832.394 1063.71,825.95 1076.94,819.506 1090.17,813.063 1103.4,806.619 1116.63,800.175 \n",
       "  1129.85,793.732 1143.08,787.288 1156.31,780.844 1169.54,774.401 1182.77,767.957 1195.99,761.513 1209.22,755.07 1222.45,748.626 1235.68,742.182 1248.91,735.739 \n",
       "  1262.13,729.295 1275.36,722.851 1288.59,716.408 1301.82,709.964 1315.05,703.52 1328.27,697.076 1341.5,690.633 1354.73,684.189 1367.96,677.745 1381.19,671.302 \n",
       "  1394.42,664.858 1407.64,658.414 1420.87,651.971 1434.1,645.527 1447.33,639.083 1460.56,632.64 1473.78,626.196 1487.01,619.752 1500.24,613.309 1513.47,606.865 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1312.77 217.114,1304.86 230.342,1296.96 243.57,1289.06 256.798,1281.16 270.026,1273.25 283.254,1265.35 296.482,1257.45 309.711,1249.55 322.939,1241.64 \n",
       "  336.167,1233.74 349.395,1225.84 362.623,1217.94 375.851,1210.03 389.079,1202.13 402.307,1194.23 415.535,1186.33 428.764,1178.42 441.992,1170.52 455.22,1162.62 \n",
       "  468.448,1154.72 481.676,1146.81 494.904,1138.91 508.132,1131.01 521.36,1123.11 534.588,1115.21 547.817,1107.3 561.045,1099.4 574.273,1091.5 587.501,1083.6 \n",
       "  600.729,1075.69 613.957,1067.79 627.185,1059.89 640.413,1051.99 653.641,1044.08 666.87,1036.18 680.098,1028.28 693.326,1020.38 706.554,1012.47 719.782,1004.57 \n",
       "  733.01,996.668 746.238,988.766 759.466,980.863 772.694,972.961 785.922,965.059 799.151,957.156 812.379,949.254 825.607,941.351 838.835,933.449 852.063,925.546 \n",
       "  865.291,917.644 878.519,909.741 891.747,901.839 904.975,893.936 918.204,886.034 931.432,878.132 944.66,870.229 957.888,862.327 971.116,854.424 984.344,846.522 \n",
       "  997.572,838.619 1010.8,830.717 1024.03,822.814 1037.26,814.912 1050.48,807.01 1063.71,799.107 1076.94,791.205 1090.17,783.302 1103.4,775.4 1116.63,767.497 \n",
       "  1129.85,759.595 1143.08,751.692 1156.31,743.79 1169.54,735.888 1182.77,727.985 1195.99,720.083 1209.22,712.18 1222.45,704.278 1235.68,696.375 1248.91,688.473 \n",
       "  1262.13,680.57 1275.36,672.668 1288.59,664.765 1301.82,656.863 1315.05,648.961 1328.27,641.058 1341.5,633.156 1354.73,625.253 1367.96,617.351 1381.19,609.448 \n",
       "  1394.42,601.546 1407.64,593.643 1420.87,585.741 1434.1,577.839 1447.33,569.936 1460.56,562.034 1473.78,554.131 1487.01,546.229 1500.24,538.326 1513.47,530.424 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1336.04 217.114,1327.19 230.342,1318.34 243.57,1309.5 256.798,1300.65 270.026,1291.81 283.254,1282.96 296.482,1274.11 309.711,1265.27 322.939,1256.42 \n",
       "  336.167,1247.57 349.395,1238.73 362.623,1229.88 375.851,1221.04 389.079,1212.19 402.307,1203.34 415.535,1194.5 428.764,1185.65 441.992,1176.81 455.22,1167.96 \n",
       "  468.448,1159.11 481.676,1150.27 494.904,1141.42 508.132,1132.57 521.36,1123.73 534.588,1114.88 547.817,1106.04 561.045,1097.19 574.273,1088.34 587.501,1079.5 \n",
       "  600.729,1070.65 613.957,1061.81 627.185,1052.96 640.413,1044.11 653.641,1035.27 666.87,1026.42 680.098,1017.57 693.326,1008.73 706.554,999.882 719.782,991.036 \n",
       "  733.01,982.19 746.238,973.343 759.466,964.497 772.694,955.651 785.922,946.805 799.151,937.959 812.379,929.112 825.607,920.266 838.835,911.42 852.063,902.574 \n",
       "  865.291,893.728 878.519,884.882 891.747,876.035 904.975,867.189 918.204,858.343 931.432,849.497 944.66,840.651 957.888,831.805 971.116,822.958 984.344,814.112 \n",
       "  997.572,805.266 1010.8,796.42 1024.03,787.574 1037.26,778.727 1050.48,769.881 1063.71,761.035 1076.94,752.189 1090.17,743.343 1103.4,734.497 1116.63,725.65 \n",
       "  1129.85,716.804 1143.08,707.958 1156.31,699.112 1169.54,690.266 1182.77,681.419 1195.99,672.573 1209.22,663.727 1222.45,654.881 1235.68,646.035 1248.91,637.189 \n",
       "  1262.13,628.342 1275.36,619.496 1288.59,610.65 1301.82,601.804 1315.05,592.958 1328.27,584.111 1341.5,575.265 1354.73,566.419 1367.96,557.573 1381.19,548.727 \n",
       "  1394.42,539.881 1407.64,531.034 1420.87,522.188 1434.1,513.342 1447.33,504.496 1460.56,495.65 1473.78,486.804 1487.01,477.957 1500.24,469.111 1513.47,460.265 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip522)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.886,1289.22 217.114,1284.97 230.342,1280.71 243.57,1276.46 256.798,1272.21 270.026,1267.96 283.254,1263.7 296.482,1259.45 309.711,1255.2 322.939,1250.95 \n",
       "  336.167,1246.7 349.395,1242.44 362.623,1238.19 375.851,1233.94 389.079,1229.69 402.307,1225.44 415.535,1221.18 428.764,1216.93 441.992,1212.68 455.22,1208.43 \n",
       "  468.448,1204.17 481.676,1199.92 494.904,1195.67 508.132,1191.42 521.36,1187.17 534.588,1182.91 547.817,1178.66 561.045,1174.41 574.273,1170.16 587.501,1165.9 \n",
       "  600.729,1161.65 613.957,1157.4 627.185,1153.15 640.413,1148.9 653.641,1144.64 666.87,1140.39 680.098,1136.14 693.326,1131.89 706.554,1127.63 719.782,1123.38 \n",
       "  733.01,1119.13 746.238,1114.88 759.466,1110.63 772.694,1106.37 785.922,1102.12 799.151,1097.87 812.379,1093.62 825.607,1089.37 838.835,1085.11 852.063,1080.86 \n",
       "  865.291,1076.61 878.519,1072.36 891.747,1068.1 904.975,1063.85 918.204,1059.6 931.432,1055.35 944.66,1051.1 957.888,1046.84 971.116,1042.59 984.344,1038.34 \n",
       "  997.572,1034.09 1010.8,1029.83 1024.03,1025.58 1037.26,1021.33 1050.48,1017.08 1063.71,1012.83 1076.94,1008.57 1090.17,1004.32 1103.4,1000.07 1116.63,995.817 \n",
       "  1129.85,991.565 1143.08,987.313 1156.31,983.06 1169.54,978.808 1182.77,974.556 1195.99,970.304 1209.22,966.052 1222.45,961.799 1235.68,957.547 1248.91,953.295 \n",
       "  1262.13,949.043 1275.36,944.791 1288.59,940.538 1301.82,936.286 1315.05,932.034 1328.27,927.782 1341.5,923.53 1354.73,919.277 1367.96,915.025 1381.19,910.773 \n",
       "  1394.42,906.521 1407.64,902.269 1420.87,898.016 1434.1,893.764 1447.33,889.512 1460.56,885.26 1473.78,881.008 1487.01,876.756 1500.24,872.503 1513.47,868.251 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip520)\" d=\"\n",
       "M1764.6 1495.09 L3152.76 1495.09 L3152.76 108.352 L1764.6 108.352  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip523\">\n",
       "    <rect x=\"1764\" y=\"108\" width=\"1389\" height=\"1388\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1808.59,1495.09 1808.59,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2078.04,1495.09 2078.04,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2347.49,1495.09 2347.49,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2616.94,1495.09 2616.94,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2886.39,1495.09 2886.39,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,1495.09 3152.76,1495.09 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1808.59,1495.09 1808.59,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2078.04,1495.09 2078.04,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2347.49,1495.09 2347.49,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2616.94,1495.09 2616.94,1476.19 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2886.39,1495.09 2886.39,1476.19 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip520)\" d=\"M1755.11 1547.06 L1784.79 1547.06 L1784.79 1550.99 L1755.11 1550.99 L1755.11 1547.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1795.69 1559.95 L1803.33 1559.95 L1803.33 1533.59 L1795.02 1535.25 L1795.02 1530.99 L1803.28 1529.33 L1807.96 1529.33 L1807.96 1559.95 L1815.6 1559.95 L1815.6 1563.89 L1795.69 1563.89 L1795.69 1559.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1825.04 1558.01 L1829.93 1558.01 L1829.93 1563.89 L1825.04 1563.89 L1825.04 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1850.11 1532.41 Q1846.5 1532.41 1844.67 1535.97 Q1842.87 1539.51 1842.87 1546.64 Q1842.87 1553.75 1844.67 1557.31 Q1846.5 1560.86 1850.11 1560.86 Q1853.75 1560.86 1855.55 1557.31 Q1857.38 1553.75 1857.38 1546.64 Q1857.38 1539.51 1855.55 1535.97 Q1853.75 1532.41 1850.11 1532.41 M1850.11 1528.7 Q1855.92 1528.7 1858.98 1533.31 Q1862.06 1537.89 1862.06 1546.64 Q1862.06 1555.37 1858.98 1559.98 Q1855.92 1564.56 1850.11 1564.56 Q1844.3 1564.56 1841.22 1559.98 Q1838.17 1555.37 1838.17 1546.64 Q1838.17 1537.89 1841.22 1533.31 Q1844.3 1528.7 1850.11 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2025.06 1547.06 L2054.74 1547.06 L2054.74 1550.99 L2025.06 1550.99 L2025.06 1547.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2074.83 1532.41 Q2071.22 1532.41 2069.39 1535.97 Q2067.58 1539.51 2067.58 1546.64 Q2067.58 1553.75 2069.39 1557.31 Q2071.22 1560.86 2074.83 1560.86 Q2078.46 1560.86 2080.27 1557.31 Q2082.1 1553.75 2082.1 1546.64 Q2082.1 1539.51 2080.27 1535.97 Q2078.46 1532.41 2074.83 1532.41 M2074.83 1528.7 Q2080.64 1528.7 2083.7 1533.31 Q2086.77 1537.89 2086.77 1546.64 Q2086.77 1555.37 2083.7 1559.98 Q2080.64 1564.56 2074.83 1564.56 Q2069.02 1564.56 2065.94 1559.98 Q2062.89 1555.37 2062.89 1546.64 Q2062.89 1537.89 2065.94 1533.31 Q2069.02 1528.7 2074.83 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2094.99 1558.01 L2099.88 1558.01 L2099.88 1563.89 L2094.99 1563.89 L2094.99 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2110.11 1529.33 L2128.46 1529.33 L2128.46 1533.26 L2114.39 1533.26 L2114.39 1541.74 Q2115.41 1541.39 2116.43 1541.23 Q2117.45 1541.04 2118.46 1541.04 Q2124.25 1541.04 2127.63 1544.21 Q2131.01 1547.38 2131.01 1552.8 Q2131.01 1558.38 2127.54 1561.48 Q2124.07 1564.56 2117.75 1564.56 Q2115.57 1564.56 2113.3 1564.19 Q2111.06 1563.82 2108.65 1563.08 L2108.65 1558.38 Q2110.73 1559.51 2112.95 1560.07 Q2115.18 1560.62 2117.65 1560.62 Q2121.66 1560.62 2124 1558.52 Q2126.33 1556.41 2126.33 1552.8 Q2126.33 1549.19 2124 1547.08 Q2121.66 1544.98 2117.65 1544.98 Q2115.78 1544.98 2113.9 1545.39 Q2112.05 1545.81 2110.11 1546.69 L2110.11 1529.33 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2324.87 1532.41 Q2321.26 1532.41 2319.43 1535.97 Q2317.63 1539.51 2317.63 1546.64 Q2317.63 1553.75 2319.43 1557.31 Q2321.26 1560.86 2324.87 1560.86 Q2328.5 1560.86 2330.31 1557.31 Q2332.14 1553.75 2332.14 1546.64 Q2332.14 1539.51 2330.31 1535.97 Q2328.5 1532.41 2324.87 1532.41 M2324.87 1528.7 Q2330.68 1528.7 2333.74 1533.31 Q2336.81 1537.89 2336.81 1546.64 Q2336.81 1555.37 2333.74 1559.98 Q2330.68 1564.56 2324.87 1564.56 Q2319.06 1564.56 2315.98 1559.98 Q2312.93 1555.37 2312.93 1546.64 Q2312.93 1537.89 2315.98 1533.31 Q2319.06 1528.7 2324.87 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2345.03 1558.01 L2349.92 1558.01 L2349.92 1563.89 L2345.03 1563.89 L2345.03 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2370.1 1532.41 Q2366.49 1532.41 2364.66 1535.97 Q2362.86 1539.51 2362.86 1546.64 Q2362.86 1553.75 2364.66 1557.31 Q2366.49 1560.86 2370.1 1560.86 Q2373.74 1560.86 2375.54 1557.31 Q2377.37 1553.75 2377.37 1546.64 Q2377.37 1539.51 2375.54 1535.97 Q2373.74 1532.41 2370.1 1532.41 M2370.1 1528.7 Q2375.91 1528.7 2378.97 1533.31 Q2382.05 1537.89 2382.05 1546.64 Q2382.05 1555.37 2378.97 1559.98 Q2375.91 1564.56 2370.1 1564.56 Q2364.29 1564.56 2361.21 1559.98 Q2358.16 1555.37 2358.16 1546.64 Q2358.16 1537.89 2361.21 1533.31 Q2364.29 1528.7 2370.1 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2594.82 1532.41 Q2591.21 1532.41 2589.38 1535.97 Q2587.57 1539.51 2587.57 1546.64 Q2587.57 1553.75 2589.38 1557.31 Q2591.21 1560.86 2594.82 1560.86 Q2598.45 1560.86 2600.26 1557.31 Q2602.09 1553.75 2602.09 1546.64 Q2602.09 1539.51 2600.26 1535.97 Q2598.45 1532.41 2594.82 1532.41 M2594.82 1528.7 Q2600.63 1528.7 2603.68 1533.31 Q2606.76 1537.89 2606.76 1546.64 Q2606.76 1555.37 2603.68 1559.98 Q2600.63 1564.56 2594.82 1564.56 Q2589.01 1564.56 2585.93 1559.98 Q2582.87 1555.37 2582.87 1546.64 Q2582.87 1537.89 2585.93 1533.31 Q2589.01 1528.7 2594.82 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2614.98 1558.01 L2619.86 1558.01 L2619.86 1563.89 L2614.98 1563.89 L2614.98 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2630.1 1529.33 L2648.45 1529.33 L2648.45 1533.26 L2634.38 1533.26 L2634.38 1541.74 Q2635.4 1541.39 2636.42 1541.23 Q2637.43 1541.04 2638.45 1541.04 Q2644.24 1541.04 2647.62 1544.21 Q2651 1547.38 2651 1552.8 Q2651 1558.38 2647.53 1561.48 Q2644.05 1564.56 2637.73 1564.56 Q2635.56 1564.56 2633.29 1564.19 Q2631.04 1563.82 2628.64 1563.08 L2628.64 1558.38 Q2630.72 1559.51 2632.94 1560.07 Q2635.17 1560.62 2637.64 1560.62 Q2641.65 1560.62 2643.98 1558.52 Q2646.32 1556.41 2646.32 1552.8 Q2646.32 1549.19 2643.98 1547.08 Q2641.65 1544.98 2637.64 1544.98 Q2635.77 1544.98 2633.89 1545.39 Q2632.04 1545.81 2630.1 1546.69 L2630.1 1529.33 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2853.54 1559.95 L2861.18 1559.95 L2861.18 1533.59 L2852.87 1535.25 L2852.87 1530.99 L2861.13 1529.33 L2865.81 1529.33 L2865.81 1559.95 L2873.45 1559.95 L2873.45 1563.89 L2853.54 1563.89 L2853.54 1559.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2882.89 1558.01 L2887.78 1558.01 L2887.78 1563.89 L2882.89 1563.89 L2882.89 1558.01 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2907.96 1532.41 Q2904.35 1532.41 2902.52 1535.97 Q2900.72 1539.51 2900.72 1546.64 Q2900.72 1553.75 2902.52 1557.31 Q2904.35 1560.86 2907.96 1560.86 Q2911.59 1560.86 2913.4 1557.31 Q2915.23 1553.75 2915.23 1546.64 Q2915.23 1539.51 2913.4 1535.97 Q2911.59 1532.41 2907.96 1532.41 M2907.96 1528.7 Q2913.77 1528.7 2916.83 1533.31 Q2919.9 1537.89 2919.9 1546.64 Q2919.9 1555.37 2916.83 1559.98 Q2913.77 1564.56 2907.96 1564.56 Q2902.15 1564.56 2899.07 1559.98 Q2896.02 1555.37 2896.02 1546.64 Q2896.02 1537.89 2899.07 1533.31 Q2902.15 1528.7 2907.96 1528.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1764.6,1217.04 3152.76,1217.04 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1764.6,900.27 3152.76,900.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1764.6,583.503 3152.76,583.503 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1764.6,266.736 3152.76,266.736 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,1495.09 1764.6,108.352 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,1217.04 1783.5,1217.04 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,900.27 1783.5,900.27 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,583.503 1783.5,583.503 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip520)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1764.6,266.736 1783.5,266.736 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip520)\" d=\"M1658.94 1202.84 Q1655.33 1202.84 1653.5 1206.4 Q1651.69 1209.94 1651.69 1217.07 Q1651.69 1224.18 1653.5 1227.74 Q1655.33 1231.28 1658.94 1231.28 Q1662.57 1231.28 1664.38 1227.74 Q1666.2 1224.18 1666.2 1217.07 Q1666.2 1209.94 1664.38 1206.4 Q1662.57 1202.84 1658.94 1202.84 M1658.94 1199.13 Q1664.75 1199.13 1667.8 1203.74 Q1670.88 1208.32 1670.88 1217.07 Q1670.88 1225.8 1667.8 1230.4 Q1664.75 1234.99 1658.94 1234.99 Q1653.13 1234.99 1650.05 1230.4 Q1646.99 1225.8 1646.99 1217.07 Q1646.99 1208.32 1650.05 1203.74 Q1653.13 1199.13 1658.94 1199.13 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1679.1 1228.44 L1683.98 1228.44 L1683.98 1234.32 L1679.1 1234.32 L1679.1 1228.44 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1707.01 1203.83 L1695.21 1222.28 L1707.01 1222.28 L1707.01 1203.83 M1705.79 1199.76 L1711.67 1199.76 L1711.67 1222.28 L1716.6 1222.28 L1716.6 1226.17 L1711.67 1226.17 L1711.67 1234.32 L1707.01 1234.32 L1707.01 1226.17 L1691.41 1226.17 L1691.41 1221.65 L1705.79 1199.76 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1659.26 886.068 Q1655.65 886.068 1653.82 889.633 Q1652.02 893.175 1652.02 900.304 Q1652.02 907.411 1653.82 910.976 Q1655.65 914.517 1659.26 914.517 Q1662.89 914.517 1664.7 910.976 Q1666.53 907.411 1666.53 900.304 Q1666.53 893.175 1664.7 889.633 Q1662.89 886.068 1659.26 886.068 M1659.26 882.365 Q1665.07 882.365 1668.13 886.971 Q1671.2 891.555 1671.2 900.304 Q1671.2 909.031 1668.13 913.638 Q1665.07 918.221 1659.26 918.221 Q1653.45 918.221 1650.37 913.638 Q1647.32 909.031 1647.32 900.304 Q1647.32 891.555 1650.37 886.971 Q1653.45 882.365 1659.26 882.365 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1679.42 911.67 L1684.31 911.67 L1684.31 917.55 L1679.42 917.55 L1679.42 911.67 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1705.07 898.406 Q1701.92 898.406 1700.07 900.559 Q1698.24 902.712 1698.24 906.462 Q1698.24 910.189 1700.07 912.365 Q1701.92 914.517 1705.07 914.517 Q1708.22 914.517 1710.05 912.365 Q1711.9 910.189 1711.9 906.462 Q1711.9 902.712 1710.05 900.559 Q1708.22 898.406 1705.07 898.406 M1714.35 883.754 L1714.35 888.013 Q1712.59 887.18 1710.79 886.74 Q1709.01 886.3 1707.25 886.3 Q1702.62 886.3 1700.16 889.425 Q1697.73 892.55 1697.39 898.869 Q1698.75 896.855 1700.81 895.791 Q1702.87 894.703 1705.35 894.703 Q1710.56 894.703 1713.57 897.874 Q1716.6 901.022 1716.6 906.462 Q1716.6 911.786 1713.45 915.003 Q1710.3 918.221 1705.07 918.221 Q1699.08 918.221 1695.9 913.638 Q1692.73 909.031 1692.73 900.304 Q1692.73 892.11 1696.62 887.249 Q1700.51 882.365 1707.06 882.365 Q1708.82 882.365 1710.6 882.712 Q1712.41 883.059 1714.35 883.754 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1659.52 569.301 Q1655.9 569.301 1654.08 572.866 Q1652.27 576.408 1652.27 583.537 Q1652.27 590.644 1654.08 594.209 Q1655.9 597.75 1659.52 597.75 Q1663.15 597.75 1664.95 594.209 Q1666.78 590.644 1666.78 583.537 Q1666.78 576.408 1664.95 572.866 Q1663.15 569.301 1659.52 569.301 M1659.52 565.598 Q1665.33 565.598 1668.38 570.204 Q1671.46 574.787 1671.46 583.537 Q1671.46 592.264 1668.38 596.871 Q1665.33 601.454 1659.52 601.454 Q1653.71 601.454 1650.63 596.871 Q1647.57 592.264 1647.57 583.537 Q1647.57 574.787 1650.63 570.204 Q1653.71 565.598 1659.52 565.598 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1679.68 594.903 L1684.56 594.903 L1684.56 600.783 L1679.68 600.783 L1679.68 594.903 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1704.75 584.371 Q1701.41 584.371 1699.49 586.153 Q1697.59 587.936 1697.59 591.061 Q1697.59 594.186 1699.49 595.968 Q1701.41 597.75 1704.75 597.75 Q1708.08 597.75 1710 595.968 Q1711.92 594.162 1711.92 591.061 Q1711.92 587.936 1710 586.153 Q1708.1 584.371 1704.75 584.371 M1700.07 582.38 Q1697.06 581.639 1695.37 579.579 Q1693.7 577.519 1693.7 574.556 Q1693.7 570.412 1696.64 568.005 Q1699.61 565.598 1704.75 565.598 Q1709.91 565.598 1712.85 568.005 Q1715.79 570.412 1715.79 574.556 Q1715.79 577.519 1714.1 579.579 Q1712.43 581.639 1709.45 582.38 Q1712.83 583.167 1714.7 585.459 Q1716.6 587.75 1716.6 591.061 Q1716.6 596.084 1713.52 598.769 Q1710.46 601.454 1704.75 601.454 Q1699.03 601.454 1695.95 598.769 Q1692.89 596.084 1692.89 591.061 Q1692.89 587.75 1694.79 585.459 Q1696.69 583.167 1700.07 582.38 M1698.36 574.996 Q1698.36 577.681 1700.02 579.186 Q1701.71 580.69 1704.75 580.69 Q1707.76 580.69 1709.45 579.186 Q1711.16 577.681 1711.16 574.996 Q1711.16 572.311 1709.45 570.806 Q1707.76 569.301 1704.75 569.301 Q1701.71 569.301 1700.02 570.806 Q1698.36 572.311 1698.36 574.996 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1650.23 280.08 L1657.87 280.08 L1657.87 253.715 L1649.56 255.382 L1649.56 251.122 L1657.83 249.456 L1662.5 249.456 L1662.5 280.08 L1670.14 280.08 L1670.14 284.016 L1650.23 284.016 L1650.23 280.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1679.58 278.136 L1684.47 278.136 L1684.47 284.016 L1679.58 284.016 L1679.58 278.136 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M1704.65 252.534 Q1701.04 252.534 1699.21 256.099 Q1697.41 259.641 1697.41 266.77 Q1697.41 273.877 1699.21 277.442 Q1701.04 280.983 1704.65 280.983 Q1708.29 280.983 1710.09 277.442 Q1711.92 273.877 1711.92 266.77 Q1711.92 259.641 1710.09 256.099 Q1708.29 252.534 1704.65 252.534 M1704.65 248.831 Q1710.46 248.831 1713.52 253.437 Q1716.6 258.02 1716.6 266.77 Q1716.6 275.497 1713.52 280.104 Q1710.46 284.687 1704.65 284.687 Q1698.84 284.687 1695.77 280.104 Q1692.71 275.497 1692.71 266.77 Q1692.71 258.02 1695.77 253.437 Q1698.84 248.831 1704.65 248.831 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2394 35.9153 Q2396.8 30.8922 2400.69 28.5022 Q2404.58 26.1121 2409.84 26.1121 Q2416.93 26.1121 2420.78 31.0947 Q2424.63 36.0368 2424.63 45.1919 L2424.63 72.576 L2417.14 72.576 L2417.14 45.4349 Q2417.14 38.913 2414.83 35.7533 Q2412.52 32.5936 2407.78 32.5936 Q2401.98 32.5936 2398.62 36.4419 Q2395.26 40.2903 2395.26 46.9338 L2395.26 72.576 L2387.77 72.576 L2387.77 45.4349 Q2387.77 38.8725 2385.46 35.7533 Q2383.15 32.5936 2378.33 32.5936 Q2372.62 32.5936 2369.25 36.4824 Q2365.89 40.3308 2365.89 46.9338 L2365.89 72.576 L2358.4 72.576 L2358.4 27.2059 L2365.89 27.2059 L2365.89 34.2544 Q2368.44 30.082 2372.01 28.0971 Q2375.57 26.1121 2380.47 26.1121 Q2385.42 26.1121 2388.86 28.6237 Q2392.34 31.1352 2394 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2438.48 12.096 L2477.37 12.096 L2477.37 15.5798 L2455.42 72.576 L2446.87 72.576 L2467.53 18.9825 L2438.48 18.9825 L2438.48 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2493.33 62.2867 L2501.88 62.2867 L2501.88 72.576 L2493.33 72.576 L2493.33 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip520)\" d=\"M2542.19 19.2256 L2521.53 51.5113 L2542.19 51.5113 L2542.19 19.2256 M2540.04 12.096 L2550.33 12.096 L2550.33 51.5113 L2558.96 51.5113 L2558.96 58.3168 L2550.33 58.3168 L2550.33 72.576 L2542.19 72.576 L2542.19 58.3168 L2514.88 58.3168 L2514.88 50.4176 L2540.04 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip523)\" cx=\"1927.43\" cy=\"1336.7\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"1853.3\" cy=\"1320.28\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"1803.89\" cy=\"1132.57\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"2149.81\" cy=\"1239.33\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"2841.67\" cy=\"968.316\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"3113.47\" cy=\"828.704\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip523)\" cx=\"2742.83\" cy=\"266.736\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1055.23 1817.11,1167.8 1830.34,1268.23 1843.57,1357.06 1856.8,1434.86 1870.03,1502.15 1883.25,1559.45 1896.48,1607.29 1909.71,1646.16 1922.94,1676.56 \n",
       "  1936.17,1698.98 1949.39,1713.87 1962.62,1721.71 1975.85,1722.95 1989.08,1718.02 2002.31,1707.36 2015.54,1691.39 2028.76,1670.51 2041.99,1645.12 2055.22,1615.62 \n",
       "  2068.45,1582.37 2081.68,1545.75 2094.9,1506.12 2108.13,1463.81 2121.36,1419.16 2134.59,1372.5 2147.82,1324.15 2161.04,1274.4 2174.27,1223.55 2187.5,1171.88 \n",
       "  2200.73,1119.67 2213.96,1067.17 2227.19,1014.64 2240.41,962.317 2253.64,910.433 2266.87,859.206 2280.1,808.846 2293.33,759.551 2306.55,711.509 2319.78,664.897 \n",
       "  2333.01,619.884 2346.24,576.624 2359.47,535.265 2372.69,495.941 2385.92,458.777 2399.15,423.889 2412.38,391.378 2425.61,361.34 2438.83,333.856 2452.06,308.999 \n",
       "  2465.29,286.831 2478.52,267.403 2491.75,250.756 2504.98,236.919 2518.2,225.914 2531.43,217.747 2544.66,212.419 2557.89,209.918 2571.12,210.22 2584.34,213.294 \n",
       "  2597.57,219.095 2610.8,227.57 2624.03,238.654 2637.26,252.272 2650.48,268.338 2663.71,286.757 2676.94,307.422 2690.17,330.216 2703.4,355.011 2716.63,381.668 \n",
       "  2729.85,410.04 2743.08,439.967 2756.31,471.28 2769.54,503.797 2782.77,537.329 2795.99,571.673 2809.22,606.619 2822.45,641.944 2835.68,677.415 2848.91,712.788 \n",
       "  2862.13,747.81 2875.36,782.217 2888.59,815.733 2901.82,848.072 2915.05,878.94 2928.27,908.028 2941.5,935.022 2954.73,959.592 2967.96,981.4 2981.19,1000.1 \n",
       "  2994.42,1015.33 3007.64,1026.72 3020.87,1033.89 3034.1,1036.45 3047.33,1034.01 3060.56,1026.14 3073.78,1012.42 3087.01,992.427 3100.24,965.713 3113.47,931.824 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1062.58 1817.11,1125.1 1830.34,1181.28 1843.57,1231.41 1856.8,1275.74 1870.03,1314.54 1883.25,1348.07 1896.48,1376.58 1909.71,1400.32 1922.94,1419.53 \n",
       "  1936.17,1434.45 1949.39,1445.32 1962.62,1452.35 1975.85,1455.78 1989.08,1455.82 2002.31,1452.68 2015.54,1446.59 2028.76,1437.73 2041.99,1426.31 2055.22,1412.52 \n",
       "  2068.45,1396.56 2081.68,1378.6 2094.9,1358.83 2108.13,1337.42 2121.36,1314.54 2134.59,1290.35 2147.82,1265.03 2161.04,1238.71 2174.27,1211.55 2187.5,1183.71 \n",
       "  2200.73,1155.3 2213.96,1126.49 2227.19,1097.38 2240.41,1068.12 2253.64,1038.82 2266.87,1009.59 2280.1,980.555 2293.33,951.814 2306.55,923.469 2319.78,895.619 \n",
       "  2333.01,868.354 2346.24,841.761 2359.47,815.923 2372.69,790.916 2385.92,766.814 2399.15,743.684 2412.38,721.587 2425.61,700.583 2438.83,680.724 2452.06,662.057 \n",
       "  2465.29,644.627 2478.52,628.47 2491.75,613.622 2504.98,600.109 2518.2,587.956 2531.43,577.182 2544.66,567.8 2557.89,559.819 2571.12,553.243 2584.34,548.073 \n",
       "  2597.57,544.301 2610.8,541.918 2624.03,540.909 2637.26,541.252 2650.48,542.923 2663.71,545.892 2676.94,550.124 2690.17,555.579 2703.4,562.213 2716.63,569.976 \n",
       "  2729.85,578.814 2743.08,588.667 2756.31,599.472 2769.54,611.159 2782.77,623.655 2795.99,636.88 2809.22,650.752 2822.45,665.181 2835.68,680.075 2848.91,695.335 \n",
       "  2862.13,710.858 2875.36,726.536 2888.59,742.257 2901.82,757.901 2915.05,773.348 2928.27,788.469 2941.5,803.132 2954.73,817.2 2967.96,830.53 2981.19,842.977 \n",
       "  2994.42,854.387 3007.64,864.604 3020.87,873.467 3034.1,880.809 3047.33,886.458 3060.56,890.24 3073.78,891.971 3087.01,891.467 3100.24,888.537 3113.47,882.985 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1012.12 1817.11,1092.06 1830.34,1163.53 1843.57,1226.9 1856.8,1282.55 1870.03,1330.85 1883.25,1372.16 1896.48,1406.82 1909.71,1435.2 1922.94,1457.61 \n",
       "  1936.17,1474.41 1949.39,1485.9 1962.62,1492.42 1975.85,1494.26 1989.08,1491.74 2002.31,1485.15 2015.54,1474.77 2028.76,1460.9 2041.99,1443.8 2055.22,1423.74 \n",
       "  2068.45,1400.99 2081.68,1375.79 2094.9,1348.39 2108.13,1319.04 2121.36,1287.96 2134.59,1255.38 2147.82,1221.52 2161.04,1186.58 2174.27,1150.78 2187.5,1114.3 \n",
       "  2200.73,1077.34 2213.96,1040.08 2227.19,1002.7 2240.41,965.358 2253.64,928.219 2266.87,891.437 2280.1,855.159 2293.33,819.524 2306.55,784.665 2319.78,750.706 \n",
       "  2333.01,717.767 2346.24,685.958 2359.47,655.383 2372.69,626.139 2385.92,598.315 2399.15,571.995 2412.38,547.252 2425.61,524.157 2438.83,502.77 2452.06,483.144 \n",
       "  2465.29,465.328 2478.52,449.36 2491.75,435.274 2504.98,423.094 2518.2,412.841 2531.43,404.524 2544.66,398.148 2557.89,393.711 2571.12,391.201 2584.34,390.603 \n",
       "  2597.57,391.891 2610.8,395.035 2624.03,399.995 2637.26,406.727 2650.48,415.177 2663.71,425.286 2676.94,436.986 2690.17,450.204 2703.4,464.858 2716.63,480.86 \n",
       "  2729.85,498.115 2743.08,516.519 2756.31,535.963 2769.54,556.331 2782.77,577.498 2795.99,599.333 2809.22,621.698 2822.45,644.448 2835.68,667.43 2848.91,690.485 \n",
       "  2862.13,713.446 2875.36,736.14 2888.59,758.384 2901.82,779.992 2915.05,800.768 2928.27,820.509 2941.5,839.008 2954.73,856.045 2967.96,871.4 2981.19,884.839 \n",
       "  2994.42,896.126 3007.64,905.016 3020.87,911.256 3034.1,914.588 3047.33,914.744 3060.56,911.451 3073.78,904.429 3087.01,893.39 3100.24,878.039 3113.47,858.074 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1152.18 1817.11,1203.58 1830.34,1246.92 1843.57,1282.62 1856.8,1311.11 1870.03,1332.77 1883.25,1348.02 1896.48,1357.22 1909.71,1360.77 1922.94,1359.03 \n",
       "  1936.17,1352.36 1949.39,1341.11 1962.62,1325.62 1975.85,1306.24 1989.08,1283.29 2002.31,1257.08 2015.54,1227.92 2028.76,1196.12 2041.99,1161.97 2055.22,1125.75 \n",
       "  2068.45,1087.73 2081.68,1048.19 2094.9,1007.37 2108.13,965.536 2121.36,922.919 2134.59,879.753 2147.82,836.261 2161.04,792.659 2174.27,749.152 2187.5,705.939 \n",
       "  2200.73,663.209 2213.96,621.141 2227.19,579.909 2240.41,539.675 2253.64,500.595 2266.87,462.813 2280.1,426.469 2293.33,391.692 2306.55,358.601 2319.78,327.309 \n",
       "  2333.01,297.919 2346.24,270.525 2359.47,245.215 2372.69,222.066 2385.92,201.146 2399.15,182.517 2412.38,166.229 2425.61,152.328 2438.83,140.846 2452.06,131.811 \n",
       "  2465.29,125.24 2478.52,121.142 2491.75,119.517 2504.98,120.358 2518.2,123.647 2531.43,129.36 2544.66,137.463 2557.89,147.912 2571.12,160.658 2584.34,175.64 \n",
       "  2597.57,192.79 2610.8,212.032 2624.03,233.281 2637.26,256.442 2650.48,281.413 2663.71,308.082 2676.94,336.332 2690.17,366.032 2703.4,397.047 2716.63,429.23 \n",
       "  2729.85,462.429 2743.08,496.481 2756.31,531.214 2769.54,566.449 2782.77,601.998 2795.99,637.663 2809.22,673.241 2822.45,708.515 2835.68,743.265 2848.91,777.259 \n",
       "  2862.13,810.257 2875.36,842.012 2888.59,872.265 2901.82,900.752 2915.05,927.199 2928.27,951.324 2941.5,972.835 2954.73,991.432 2967.96,1006.81 2981.19,1018.64 \n",
       "  2994.42,1026.62 3007.64,1030.39 3020.87,1029.62 3034.1,1023.97 3047.33,1013.06 3060.56,996.526 3073.78,973.999 3087.01,945.091 3100.24,909.405 3113.47,866.541 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1191.14 1817.11,1206.59 1830.34,1221.3 1843.57,1235.24 1856.8,1248.36 1870.03,1260.65 1883.25,1272.07 1896.48,1282.61 1909.71,1292.23 1922.94,1300.91 \n",
       "  1936.17,1308.64 1949.39,1315.4 1962.62,1321.17 1975.85,1325.93 1989.08,1329.68 2002.31,1332.39 2015.54,1334.07 2028.76,1334.71 2041.99,1334.29 2055.22,1332.82 \n",
       "  2068.45,1330.29 2081.68,1326.71 2094.9,1322.07 2108.13,1316.37 2121.36,1309.63 2134.59,1301.85 2147.82,1293.03 2161.04,1283.19 2174.27,1272.34 2187.5,1260.5 \n",
       "  2200.73,1247.67 2213.96,1233.88 2227.19,1219.15 2240.41,1203.5 2253.64,1186.94 2266.87,1169.51 2280.1,1151.23 2293.33,1132.13 2306.55,1112.24 2319.78,1091.59 \n",
       "  2333.01,1070.21 2346.24,1048.15 2359.47,1025.43 2372.69,1002.09 2385.92,978.185 2399.15,953.746 2412.38,928.821 2425.61,903.454 2438.83,877.695 2452.06,851.592 \n",
       "  2465.29,825.197 2478.52,798.563 2491.75,771.745 2504.98,744.799 2518.2,717.786 2531.43,690.763 2544.66,663.795 2557.89,636.944 2571.12,610.276 2584.34,583.859 \n",
       "  2597.57,557.762 2610.8,532.056 2624.03,506.813 2637.26,482.109 2650.48,458.02 2663.71,434.623 2676.94,412 2690.17,390.231 2703.4,369.4 2716.63,349.592 \n",
       "  2729.85,330.895 2743.08,313.397 2756.31,297.189 2769.54,282.364 2782.77,269.015 2795.99,257.239 2809.22,247.134 2822.45,238.799 2835.68,232.335 2848.91,227.845 \n",
       "  2862.13,225.436 2875.36,225.212 2888.59,227.283 2901.82,231.76 2915.05,238.753 2928.27,248.377 2941.5,260.749 2954.73,275.984 2967.96,294.202 2981.19,315.525 \n",
       "  2994.42,340.075 3007.64,367.977 3020.87,399.356 3034.1,434.342 3047.33,473.064 3060.56,515.654 3073.78,562.246 3087.01,612.974 3100.24,667.975 3113.47,727.389 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1163.04 1817.11,1183.23 1830.34,1202.97 1843.57,1222.12 1856.8,1240.52 1870.03,1258.05 1883.25,1274.56 1896.48,1289.94 1909.71,1304.08 1922.94,1316.86 \n",
       "  1936.17,1328.19 1949.39,1337.98 1962.62,1346.14 1975.85,1352.6 1989.08,1357.29 2002.31,1360.16 2015.54,1361.14 2028.76,1360.2 2041.99,1357.31 2055.22,1352.42 \n",
       "  2068.45,1345.52 2081.68,1336.6 2094.9,1325.66 2108.13,1312.69 2121.36,1297.71 2134.59,1280.73 2147.82,1261.79 2161.04,1240.91 2174.27,1218.13 2187.5,1193.52 \n",
       "  2200.73,1167.12 2213.96,1139 2227.19,1109.23 2240.41,1077.89 2253.64,1045.08 2266.87,1010.89 2280.1,975.424 2293.33,938.791 2306.55,901.114 2319.78,862.521 \n",
       "  2333.01,823.147 2346.24,783.135 2359.47,742.637 2372.69,701.811 2385.92,660.825 2399.15,619.853 2412.38,579.077 2425.61,538.689 2438.83,498.885 2452.06,459.872 \n",
       "  2465.29,421.863 2478.52,385.08 2491.75,349.752 2504.98,316.116 2518.2,284.417 2531.43,254.908 2544.66,227.85 2557.89,203.51 2571.12,182.165 2584.34,164.098 \n",
       "  2597.57,149.602 2610.8,138.976 2624.03,132.527 2637.26,130.571 2650.48,133.431 2663.71,141.436 2676.94,154.927 2690.17,174.249 2703.4,199.756 2716.63,231.811 \n",
       "  2729.85,270.784 2743.08,317.051 2756.31,371 2769.54,433.021 2782.77,503.518 2795.99,582.898 2809.22,671.579 2822.45,769.984 2835.68,878.547 2848.91,997.707 \n",
       "  2862.13,1127.91 2875.36,1269.62 2888.59,1423.29 2901.82,1589.39 2915.05,1768.42 2928.27,1960.84 2941.5,2167.16 2954.73,2387.88 2967.96,2623.51 2981.19,2874.56 \n",
       "  2994.42,3141.57 3007.64,3425.07 3020.87,3725.6 3034.1,4043.7 3047.33,4379.94 3060.56,4734.89 3073.78,5109.1 3087.01,5503.17 3100.24,5917.69 3113.47,6353.24 \n",
       "  \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip523)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1803.89,1067.7 1817.11,1115.69 1830.34,1159.14 1843.57,1198.27 1856.8,1233.26 1870.03,1264.3 1883.25,1291.6 1896.48,1315.32 1909.71,1335.65 1922.94,1352.78 \n",
       "  1936.17,1366.86 1949.39,1378.08 1962.62,1386.59 1975.85,1392.56 1989.08,1396.15 2002.31,1397.51 2015.54,1396.79 2028.76,1394.13 2041.99,1389.69 2055.22,1383.6 \n",
       "  2068.45,1376 2081.68,1367.01 2094.9,1356.76 2108.13,1345.38 2121.36,1332.99 2134.59,1319.71 2147.82,1305.64 2161.04,1290.9 2174.27,1275.58 2187.5,1259.8 \n",
       "  2200.73,1243.65 2213.96,1227.22 2227.19,1210.6 2240.41,1193.89 2253.64,1177.15 2266.87,1160.46 2280.1,1143.91 2293.33,1127.57 2306.55,1111.49 2319.78,1095.75 \n",
       "  2333.01,1080.4 2346.24,1065.5 2359.47,1051.1 2372.69,1037.24 2385.92,1023.98 2399.15,1011.35 2412.38,999.388 2425.61,988.127 2438.83,977.596 2452.06,967.821 \n",
       "  2465.29,958.822 2478.52,950.617 2491.75,943.22 2504.98,936.641 2518.2,930.885 2531.43,925.955 2544.66,921.85 2557.89,918.564 2571.12,916.089 2584.34,914.41 \n",
       "  2597.57,913.512 2610.8,913.375 2624.03,913.973 2637.26,915.279 2650.48,917.26 2663.71,919.882 2676.94,923.105 2690.17,926.885 2703.4,931.176 2716.63,935.926 \n",
       "  2729.85,941.08 2743.08,946.581 2756.31,952.367 2769.54,958.37 2782.77,964.521 2795.99,970.747 2809.22,976.97 2822.45,983.109 2835.68,989.078 2848.91,994.789 \n",
       "  2862.13,1000.15 2875.36,1005.06 2888.59,1009.43 2901.82,1013.14 2915.05,1016.1 2928.27,1018.18 2941.5,1019.28 2954.73,1019.27 2967.96,1018.03 2981.19,1015.44 \n",
       "  2994.42,1011.36 3007.64,1005.66 3020.87,998.197 3034.1,988.836 3047.33,977.429 3060.56,963.825 3073.78,947.871 3087.01,929.41 3100.24,908.281 3113.47,884.318 \n",
       "  \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Random.seed!(1)\n",
    "\n",
    "model_m7_4 = (mass, brain) -> model_m7_n(mass, brain, degree=4)\n",
    "\n",
    "plot(\n",
    "    brain_loo_plot(model_m7_1, d, title=\"m7.1\"),\n",
    "    brain_loo_plot(model_m7_4, d, title=\"m7.4\");\n",
    "    size=(800, 400)\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e7290726",
   "metadata": {},
   "source": [
    "# 7.2 Entropy and accuracy"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5aef5635",
   "metadata": {},
   "source": [
    "Code 7.12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "112e3945",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.6108643020548935"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p = [0.3, 0.7]\n",
    "-sum(p .* log.(p))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d5a9a53",
   "metadata": {},
   "source": [
    "Code 7.13"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "0761d041",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7-element Vector{Float64}:\n",
       "  0.6083230644962487\n",
       "  0.6459176597910457\n",
       "  0.5376029134866727\n",
       "  0.6202304964969452\n",
       "  0.4669708249285982\n",
       "  0.43028792750436295\n",
       " -0.8316062108529056"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lppd(m7_1, (r,x)->Normal(r.a + r.b*x, exp(r.log_σ)), d.mass_std, d.brain_std)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3caaa79",
   "metadata": {},
   "source": [
    "Code 7.14"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "cdbd1e5f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7-element Vector{Float64}:\n",
       "  0.6083230644962487\n",
       "  0.6459176597910457\n",
       "  0.5376029134866727\n",
       "  0.6202304964969452\n",
       "  0.4669708249285982\n",
       "  0.43028792750436295\n",
       " -0.8316062108529056"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[\n",
    "    begin\n",
    "        s = [\n",
    "            logpdf(Normal(r.a + r.b * x, exp(r.log_σ)), y)\n",
    "            for r ∈ eachrow(m7_1)\n",
    "        ]\n",
    "        logsumexp(s) - log(length(s))\n",
    "    end\n",
    "    for (x, y) ∈ zip(d.mass_std, d.brain_std)\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9f53d5c",
   "metadata": {},
   "source": [
    "Code 7.15"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "08d21411",
   "metadata": {},
   "outputs": [],
   "source": [
    "# it could be implemented in a generic way, but I'm too lazy\n",
    "df_funcs = [\n",
    "    (m7_1, (r, x) -> Normal(r.a + r.b*x, exp(r.log_σ))),\n",
    "    (m7_2, (r, x) -> Normal(r.a + r.\"b[1]\" * x + r.\"b[2]\"*x^2, exp(r.log_σ))),\n",
    "    (m7_3, (r, x) -> Normal(r.a + r.\"b[1]\" * x + r.\"b[2]\"*x^2 + r.\"b[3]\"*x^3, exp(r.log_σ))),\n",
    "    (m7_4, (r, x) -> Normal(r.a + r.\"b[1]\" * x + r.\"b[2]\"*x^2 + r.\"b[3]\"*x^3 + \n",
    "                                  r.\"b[4]\"*x^4, exp(r.log_σ))),\n",
    "    (m7_5, (r, x) -> Normal(r.a + r.\"b[1]\" * x + r.\"b[2]\"*x^2 + r.\"b[3]\"*x^3 + \n",
    "                                  r.\"b[4]\"*x^4 + r.\"b[5]\"*x^5, exp(r.log_σ))),\n",
    "    (m7_6, (r, x) -> Normal(r.a + r.\"b[1]\" * x + r.\"b[2]\"*x^2 + r.\"b[3]\"*x^3 + \n",
    "                                  r.\"b[4]\"*x^4 + r.\"b[5]\"*x^5 + r.\"b[6]\"*x^6, 0.001)),\n",
    "];"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "376e6a01",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6-element Vector{Float64}:\n",
       "  2.4777266758509677\n",
       "  2.6399363127557827\n",
       "  3.6335767479005687\n",
       "  5.307175447338949\n",
       " 14.062054177055876\n",
       " 39.516877683409476"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[\n",
    "    sum(lppd(df, f, d.mass_std, d.brain_std))\n",
    "    for (df, f) ∈ df_funcs\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a19e9c3",
   "metadata": {},
   "source": [
    "Code 7.16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "c6827199",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "calc_train_test (generic function with 1 method)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "@model function m7_sim(x, y; degree::Int=2)\n",
    "    beta ~ MvNormal(zeros(degree), 1)\n",
    "    μ = x * beta\n",
    "    y ~ MvNormal(μ, 1)\n",
    "end\n",
    "\n",
    "# Calculate lppd*(-2) from sampled params (b), x matrix and target y values\n",
    "function get_lppd(m_df, xseq, yseq)\n",
    "    t = DataFrame(:b => collect(eachrow(Matrix(m_df))))\n",
    "    -2*sum(lppd(t, (r, x) -> Normal(r.b'*x, 1), eachrow(xseq), yseq))\n",
    "end\n",
    "\n",
    "function calc_train_test(N, k; count=100)\n",
    "    trn_v, tst_v = [], []\n",
    "    for _ in 1:count\n",
    "        # method sim_train_test from StatisticalRethinking just simulates the data to be fitted by the model\n",
    "        y, x_train, x_test = sim_train_test(N=N, K=k)\n",
    "\n",
    "        estim = optimize(m7_sim(x_train, y, degree=max(2,k)), MAP())\n",
    "        m7_2 = DataFrame(sample(estim, 1000))\n",
    "        # commented out is the MCMC way of estimation instead of MAP\n",
    "#         m_chain = sample(m7_sim(x_train, y, degree=max(2,k)), NUTS(), 1000)\n",
    "#         m7_2 = DataFrame(m_chain)\n",
    "        t1 = get_lppd(m7_2, x_train, y)\n",
    "        t2 = get_lppd(m7_2, x_test, y)\n",
    "        push!(trn_v, t1)\n",
    "        push!(tst_v, t2)\n",
    "    end\n",
    "    (mean_and_std(trn_v), mean_and_std(tst_v))\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf6ad96b",
   "metadata": {},
   "source": [
    "Code 7.17"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "6e907454",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing 1 with N=20...\n",
      "Processing 1 with N=100...\n",
      "Processing 2 with N=20...\n",
      "Processing 2 with N=100...\n",
      "Processing 3 with N=20...\n",
      "Processing 3 with N=100...\n",
      "Processing 4 with N=20...\n",
      "Processing 4 with N=100...\n",
      "Processing 5 with N=20...\n",
      "Processing 5 with N=100...\n"
     ]
    }
   ],
   "source": [
    "k_count = 5\n",
    "k_seq = 1:k_count\n",
    "count = 100\n",
    "trn_20, tst_20 = [], []\n",
    "trn_100, tst_100 = [], []\n",
    "\n",
    "Threads.@threads for k in k_seq\n",
    "    println(\"Processing $k with N=20...\")\n",
    "    t1, t2 = calc_train_test(20, k, count=count)\n",
    "    push!(trn_20, t1)\n",
    "    push!(tst_20, t2)\n",
    "    println(\"Processing $k with N=100...\")\n",
    "    t1, t2 = calc_train_test(100, k, count=count)\n",
    "    push!(trn_100, t1)\n",
    "    push!(tst_100, t2)\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad294ad6",
   "metadata": {},
   "source": [
    "Code 7.18"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "f7f17034",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip560\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip560)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip561\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip560)\" d=\"\n",
       "M140.858 1486.45 L2352.76 1486.45 L2352.76 123.472 L140.858 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip562\">\n",
       "    <rect x=\"140\" y=\"123\" width=\"2213\" height=\"1364\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  203.458,1486.45 203.458,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  712.409,1486.45 712.409,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1221.36,1486.45 1221.36,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1730.31,1486.45 1730.31,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2239.26,1486.45 2239.26,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,1486.45 2352.76,1486.45 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.458,1486.45 203.458,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  712.409,1486.45 712.409,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1221.36,1486.45 1221.36,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1730.31,1486.45 1730.31,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2239.26,1486.45 2239.26,1467.55 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip560)\" d=\"M193.84 1544.91 L201.479 1544.91 L201.479 1518.55 L193.169 1520.21 L193.169 1515.95 L201.433 1514.29 L206.109 1514.29 L206.109 1544.91 L213.748 1544.91 L213.748 1548.85 L193.84 1548.85 L193.84 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M707.062 1544.91 L723.381 1544.91 L723.381 1548.85 L701.437 1548.85 L701.437 1544.91 Q704.099 1542.16 708.682 1537.53 Q713.288 1532.88 714.469 1531.53 Q716.714 1529.01 717.594 1527.27 Q718.497 1525.51 718.497 1523.82 Q718.497 1521.07 716.552 1519.33 Q714.631 1517.6 711.529 1517.6 Q709.33 1517.6 706.876 1518.36 Q704.446 1519.13 701.668 1520.68 L701.668 1515.95 Q704.492 1514.82 706.946 1514.24 Q709.4 1513.66 711.437 1513.66 Q716.807 1513.66 720.001 1516.35 Q723.196 1519.03 723.196 1523.52 Q723.196 1525.65 722.386 1527.57 Q721.599 1529.47 719.492 1532.07 Q718.913 1532.74 715.812 1535.95 Q712.71 1539.15 707.062 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1225.61 1530.21 Q1228.96 1530.93 1230.84 1533.2 Q1232.74 1535.47 1232.74 1538.8 Q1232.74 1543.92 1229.22 1546.72 Q1225.7 1549.52 1219.22 1549.52 Q1217.04 1549.52 1214.73 1549.08 Q1212.44 1548.66 1209.98 1547.81 L1209.98 1543.29 Q1211.93 1544.43 1214.24 1545.01 Q1216.56 1545.58 1219.08 1545.58 Q1223.48 1545.58 1225.77 1543.85 Q1228.08 1542.11 1228.08 1538.8 Q1228.08 1535.75 1225.93 1534.03 Q1223.8 1532.3 1219.98 1532.3 L1215.95 1532.3 L1215.95 1528.45 L1220.17 1528.45 Q1223.62 1528.45 1225.44 1527.09 Q1227.27 1525.7 1227.27 1523.11 Q1227.27 1520.45 1225.38 1519.03 Q1223.5 1517.6 1219.98 1517.6 Q1218.06 1517.6 1215.86 1518.01 Q1213.66 1518.43 1211.02 1519.31 L1211.02 1515.14 Q1213.69 1514.4 1216 1514.03 Q1218.34 1513.66 1220.4 1513.66 Q1225.72 1513.66 1228.82 1516.09 Q1231.93 1518.5 1231.93 1522.62 Q1231.93 1525.49 1230.28 1527.48 Q1228.64 1529.45 1225.61 1530.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1733.32 1518.36 L1721.51 1536.81 L1733.32 1536.81 L1733.32 1518.36 M1732.09 1514.29 L1737.97 1514.29 L1737.97 1536.81 L1742.9 1536.81 L1742.9 1540.7 L1737.97 1540.7 L1737.97 1548.85 L1733.32 1548.85 L1733.32 1540.7 L1717.72 1540.7 L1717.72 1536.19 L1732.09 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2229.54 1514.29 L2247.89 1514.29 L2247.89 1518.22 L2233.82 1518.22 L2233.82 1526.7 Q2234.84 1526.35 2235.86 1526.19 Q2236.88 1526 2237.89 1526 Q2243.68 1526 2247.06 1529.17 Q2250.44 1532.34 2250.44 1537.76 Q2250.44 1543.34 2246.97 1546.44 Q2243.5 1549.52 2237.18 1549.52 Q2235 1549.52 2232.73 1549.15 Q2230.49 1548.78 2228.08 1548.04 L2228.08 1543.34 Q2230.16 1544.47 2232.39 1545.03 Q2234.61 1545.58 2237.08 1545.58 Q2241.09 1545.58 2243.43 1543.48 Q2245.76 1541.37 2245.76 1537.76 Q2245.76 1534.15 2243.43 1532.04 Q2241.09 1529.94 2237.08 1529.94 Q2235.21 1529.94 2233.33 1530.35 Q2231.48 1530.77 2229.54 1531.65 L2229.54 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  140.858,1304.91 2352.76,1304.91 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  140.858,1036.34 2352.76,1036.34 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  140.858,767.776 2352.76,767.776 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  140.858,499.212 2352.76,499.212 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  140.858,230.647 2352.76,230.647 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,1486.45 140.858,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,1304.91 159.755,1304.91 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,1036.34 159.755,1036.34 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,767.776 159.755,767.776 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,499.212 159.755,499.212 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  140.858,230.647 159.755,230.647 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip560)\" d=\"M52.7977 1287.63 L71.1541 1287.63 L71.1541 1291.56 L57.0801 1291.56 L57.0801 1300.03 Q58.0986 1299.69 59.1171 1299.52 Q60.1356 1299.34 61.1541 1299.34 Q66.9411 1299.34 70.3207 1302.51 Q73.7003 1305.68 73.7003 1311.1 Q73.7003 1316.68 70.2281 1319.78 Q66.7559 1322.86 60.4365 1322.86 Q58.2606 1322.86 55.9921 1322.49 Q53.7467 1322.12 51.3393 1321.38 L51.3393 1316.68 Q53.4227 1317.81 55.6449 1318.37 Q57.8671 1318.92 60.3439 1318.92 Q64.3485 1318.92 66.6865 1316.82 Q69.0244 1314.71 69.0244 1311.1 Q69.0244 1307.49 66.6865 1305.38 Q64.3485 1303.27 60.3439 1303.27 Q58.4689 1303.27 56.5939 1303.69 Q54.7421 1304.11 52.7977 1304.99 L52.7977 1287.63 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M92.9132 1290.7 Q89.3021 1290.7 87.4734 1294.27 Q85.6679 1297.81 85.6679 1304.94 Q85.6679 1312.05 87.4734 1315.61 Q89.3021 1319.15 92.9132 1319.15 Q96.5474 1319.15 98.353 1315.61 Q100.182 1312.05 100.182 1304.94 Q100.182 1297.81 98.353 1294.27 Q96.5474 1290.7 92.9132 1290.7 M92.9132 1287 Q98.7234 1287 101.779 1291.61 Q104.858 1296.19 104.858 1304.94 Q104.858 1313.67 101.779 1318.27 Q98.7234 1322.86 92.9132 1322.86 Q87.103 1322.86 84.0244 1318.27 Q80.9688 1313.67 80.9688 1304.94 Q80.9688 1296.19 84.0244 1291.61 Q87.103 1287 92.9132 1287 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M53.793 1019.06 L72.1494 1019.06 L72.1494 1023 L58.0754 1023 L58.0754 1031.47 Q59.0939 1031.12 60.1124 1030.96 Q61.131 1030.77 62.1495 1030.77 Q67.9365 1030.77 71.3161 1033.95 Q74.6957 1037.12 74.6957 1042.53 Q74.6957 1048.11 71.2235 1051.21 Q67.7513 1054.29 61.4319 1054.29 Q59.256 1054.29 56.9875 1053.92 Q54.7421 1053.55 52.3347 1052.81 L52.3347 1048.11 Q54.418 1049.25 56.6402 1049.8 Q58.8625 1050.36 61.3393 1050.36 Q65.3439 1050.36 67.6819 1048.25 Q70.0198 1046.14 70.0198 1042.53 Q70.0198 1038.92 67.6819 1036.82 Q65.3439 1034.71 61.3393 1034.71 Q59.4643 1034.71 57.5893 1035.13 Q55.7375 1035.54 53.793 1036.42 L53.793 1019.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M83.9549 1019.06 L102.311 1019.06 L102.311 1023 L88.2373 1023 L88.2373 1031.47 Q89.2558 1031.12 90.2743 1030.96 Q91.2928 1030.77 92.3113 1030.77 Q98.0984 1030.77 101.478 1033.95 Q104.858 1037.12 104.858 1042.53 Q104.858 1048.11 101.385 1051.21 Q97.9132 1054.29 91.5938 1054.29 Q89.4178 1054.29 87.1493 1053.92 Q84.904 1053.55 82.4966 1052.81 L82.4966 1048.11 Q84.5799 1049.25 86.8021 1049.8 Q89.0243 1050.36 91.5012 1050.36 Q95.5058 1050.36 97.8437 1048.25 Q100.182 1046.14 100.182 1042.53 Q100.182 1038.92 97.8437 1036.82 Q95.5058 1034.71 91.5012 1034.71 Q89.6262 1034.71 87.7512 1035.13 Q85.8993 1035.54 83.9549 1036.42 L83.9549 1019.06 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M63.33 765.913 Q60.1819 765.913 58.33 768.066 Q56.5014 770.218 56.5014 773.968 Q56.5014 777.695 58.33 779.871 Q60.1819 782.024 63.33 782.024 Q66.4782 782.024 68.3068 779.871 Q70.1587 777.695 70.1587 773.968 Q70.1587 770.218 68.3068 768.066 Q66.4782 765.913 63.33 765.913 M72.6124 751.26 L72.6124 755.519 Q70.8531 754.686 69.0476 754.246 Q67.2652 753.806 65.5059 753.806 Q60.8763 753.806 58.4226 756.931 Q55.9921 760.056 55.6449 766.376 Q57.0106 764.362 59.0708 763.297 Q61.131 762.209 63.6078 762.209 Q68.8161 762.209 71.8253 765.38 Q74.8577 768.528 74.8577 773.968 Q74.8577 779.292 71.7096 782.51 Q68.5615 785.727 63.33 785.727 Q57.3347 785.727 54.1634 781.144 Q50.9921 776.538 50.9921 767.811 Q50.9921 759.617 54.881 754.755 Q58.7699 749.871 65.3208 749.871 Q67.08 749.871 68.8624 750.218 Q70.6679 750.566 72.6124 751.26 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M92.9132 753.575 Q89.3021 753.575 87.4734 757.14 Q85.6679 760.681 85.6679 767.811 Q85.6679 774.917 87.4734 778.482 Q89.3021 782.024 92.9132 782.024 Q96.5474 782.024 98.353 778.482 Q100.182 774.917 100.182 767.811 Q100.182 760.681 98.353 757.14 Q96.5474 753.575 92.9132 753.575 M92.9132 749.871 Q98.7234 749.871 101.779 754.478 Q104.858 759.061 104.858 767.811 Q104.858 776.538 101.779 781.144 Q98.7234 785.727 92.9132 785.727 Q87.103 785.727 84.0244 781.144 Q80.9688 776.538 80.9688 767.811 Q80.9688 759.061 84.0244 754.478 Q87.103 749.871 92.9132 749.871 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M64.3254 497.348 Q61.1773 497.348 59.3254 499.501 Q57.4967 501.654 57.4967 505.404 Q57.4967 509.13 59.3254 511.306 Q61.1773 513.459 64.3254 513.459 Q67.4735 513.459 69.3022 511.306 Q71.1541 509.13 71.1541 505.404 Q71.1541 501.654 69.3022 499.501 Q67.4735 497.348 64.3254 497.348 M73.6077 482.695 L73.6077 486.955 Q71.8485 486.121 70.0429 485.682 Q68.2606 485.242 66.5013 485.242 Q61.8717 485.242 59.418 488.367 Q56.9875 491.492 56.6402 497.811 Q58.006 495.797 60.0662 494.732 Q62.1263 493.644 64.6032 493.644 Q69.8115 493.644 72.8207 496.816 Q75.8531 499.964 75.8531 505.404 Q75.8531 510.728 72.705 513.945 Q69.5568 517.163 64.3254 517.163 Q58.33 517.163 55.1588 512.58 Q51.9875 507.973 51.9875 499.246 Q51.9875 491.052 55.8764 486.191 Q59.7652 481.307 66.3161 481.307 Q68.0754 481.307 69.8578 481.654 Q71.6633 482.001 73.6077 482.695 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M83.9549 481.932 L102.311 481.932 L102.311 485.867 L88.2373 485.867 L88.2373 494.339 Q89.2558 493.992 90.2743 493.83 Q91.2928 493.644 92.3113 493.644 Q98.0984 493.644 101.478 496.816 Q104.858 499.987 104.858 505.404 Q104.858 510.982 101.385 514.084 Q97.9132 517.163 91.5938 517.163 Q89.4178 517.163 87.1493 516.792 Q84.904 516.422 82.4966 515.681 L82.4966 510.982 Q84.5799 512.117 86.8021 512.672 Q89.0243 513.228 91.5012 513.228 Q95.5058 513.228 97.8437 511.121 Q100.182 509.015 100.182 505.404 Q100.182 501.793 97.8437 499.686 Q95.5058 497.58 91.5012 497.58 Q89.6262 497.58 87.7512 497.996 Q85.8993 498.413 83.9549 499.293 L83.9549 481.932 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M51.5708 213.367 L73.7929 213.367 L73.7929 215.358 L61.2467 247.927 L56.3625 247.927 L68.168 217.302 L51.5708 217.302 L51.5708 213.367 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M92.9132 216.446 Q89.3021 216.446 87.4734 220.01 Q85.6679 223.552 85.6679 230.682 Q85.6679 237.788 87.4734 241.353 Q89.3021 244.894 92.9132 244.894 Q96.5474 244.894 98.353 241.353 Q100.182 237.788 100.182 230.682 Q100.182 223.552 98.353 220.01 Q96.5474 216.446 92.9132 216.446 M92.9132 212.742 Q98.7234 212.742 101.779 217.348 Q104.858 221.932 104.858 230.682 Q104.858 239.408 101.779 244.015 Q98.7234 248.598 92.9132 248.598 Q87.103 248.598 84.0244 244.015 Q80.9688 239.408 80.9688 230.682 Q80.9688 221.932 84.0244 217.348 Q87.103 212.742 92.9132 212.742 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1135.06 12.096 L1146.08 12.096 L1172.9 62.6918 L1172.9 12.096 L1180.84 12.096 L1180.84 72.576 L1169.82 72.576 L1143 21.9802 L1143 72.576 L1135.06 72.576 L1135.06 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1197.77 34.9026 L1249.7 34.9026 L1249.7 41.7081 L1197.77 41.7081 L1197.77 34.9026 M1197.77 51.4303 L1249.7 51.4303 L1249.7 58.3168 L1197.77 58.3168 L1197.77 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1274.41 65.6895 L1302.97 65.6895 L1302.97 72.576 L1264.57 72.576 L1264.57 65.6895 Q1269.23 60.8689 1277.25 52.7671 Q1285.31 44.6248 1287.38 42.2752 Q1291.31 37.8598 1292.85 34.8216 Q1294.43 31.7429 1294.43 28.7857 Q1294.43 23.9651 1291.02 20.927 Q1287.66 17.8888 1282.23 17.8888 Q1278.38 17.8888 1274.09 19.2256 Q1269.84 20.5624 1264.98 23.2765 L1264.98 15.0127 Q1269.92 13.0277 1274.21 12.015 Q1278.51 11.0023 1282.07 11.0023 Q1291.47 11.0023 1297.06 15.7013 Q1302.65 20.4004 1302.65 28.2591 Q1302.65 31.9859 1301.23 35.3482 Q1299.85 38.6699 1296.17 43.2069 Q1295.15 44.3817 1289.73 50.0125 Q1284.3 55.6027 1274.41 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M1337.65 17.4837 Q1331.33 17.4837 1328.13 23.7221 Q1324.97 29.92 1324.97 42.3968 Q1324.97 54.833 1328.13 61.0714 Q1331.33 67.2693 1337.65 67.2693 Q1344.01 67.2693 1347.17 61.0714 Q1350.37 54.833 1350.37 42.3968 Q1350.37 29.92 1347.17 23.7221 Q1344.01 17.4837 1337.65 17.4837 M1337.65 11.0023 Q1347.82 11.0023 1353.16 19.0636 Q1358.55 27.0843 1358.55 42.3968 Q1358.55 57.6687 1353.16 65.73 Q1347.82 73.7508 1337.65 73.7508 Q1327.48 73.7508 1322.09 65.73 Q1316.75 57.6687 1316.75 42.3968 Q1316.75 27.0843 1322.09 19.0636 Q1327.48 11.0023 1337.65 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  203.458,1447.87 203.458,877.594 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  712.409,1425.76 712.409,997.805 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1221.36,1404.77 1221.36,949.432 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1730.31,1446.24 1730.31,991.011 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2239.26,1423.46 2239.26,1028.37 \n",
       "  \"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"219.458\" y1=\"1447.87\" x2=\"187.458\" y2=\"1447.87\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"219.458\" y1=\"877.594\" x2=\"187.458\" y2=\"877.594\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"728.409\" y1=\"1425.76\" x2=\"696.409\" y2=\"1425.76\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"728.409\" y1=\"997.805\" x2=\"696.409\" y2=\"997.805\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1237.36\" y1=\"1404.77\" x2=\"1205.36\" y2=\"1404.77\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1237.36\" y1=\"949.432\" x2=\"1205.36\" y2=\"949.432\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1746.31\" y1=\"1446.24\" x2=\"1714.31\" y2=\"1446.24\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1746.31\" y1=\"991.011\" x2=\"1714.31\" y2=\"991.011\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"2255.26\" y1=\"1423.46\" x2=\"2223.26\" y2=\"1423.46\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"2255.26\" y1=\"1028.37\" x2=\"2223.26\" y2=\"1028.37\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"203.458\" cy=\"1162.73\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"712.409\" cy=\"1211.78\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"1221.36\" cy=\"1177.1\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"1730.31\" cy=\"1218.62\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"2239.26\" cy=\"1225.91\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  254.354,1280.75 254.354,162.047 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  763.304,1242.29 763.304,316.359 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1272.25,1073.45 1272.25,224.331 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1781.2,1075.21 1781.2,216.5 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip562)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2290.16,1067.69 2290.16,211.904 \n",
       "  \"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"270.354\" y1=\"1280.75\" x2=\"238.354\" y2=\"1280.75\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"270.354\" y1=\"162.047\" x2=\"238.354\" y2=\"162.047\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"779.304\" y1=\"1242.29\" x2=\"747.304\" y2=\"1242.29\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"779.304\" y1=\"316.359\" x2=\"747.304\" y2=\"316.359\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1288.25\" y1=\"1073.45\" x2=\"1256.25\" y2=\"1073.45\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1288.25\" y1=\"224.331\" x2=\"1256.25\" y2=\"224.331\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1797.2\" y1=\"1075.21\" x2=\"1765.2\" y2=\"1075.21\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"1797.2\" y1=\"216.5\" x2=\"1765.2\" y2=\"216.5\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"2306.16\" y1=\"1067.69\" x2=\"2274.16\" y2=\"1067.69\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip562)\" x1=\"2306.16\" y1=\"211.904\" x2=\"2274.16\" y2=\"211.904\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"254.354\" cy=\"721.399\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"763.304\" cy=\"779.325\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"1272.25\" cy=\"648.891\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"1781.2\" cy=\"645.856\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip562)\" cx=\"2290.16\" cy=\"639.797\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<path clip-path=\"url(#clip560)\" d=\"\n",
       "M1928.21 324.425 L2279.03 324.425 L2279.03 168.905 L1928.21 168.905  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip560)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1928.21,324.425 2279.03,324.425 2279.03,168.905 1928.21,168.905 1928.21,324.425 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip560)\" cx=\"2026.52\" cy=\"220.745\" r=\"23\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"5.12\"/>\n",
       "<path clip-path=\"url(#clip560)\" d=\"M2132.23 204.738 L2132.23 212.099 L2141.01 212.099 L2141.01 215.409 L2132.23 215.409 L2132.23 229.483 Q2132.23 232.654 2133.09 233.557 Q2133.97 234.46 2136.63 234.46 L2141.01 234.46 L2141.01 238.025 L2136.63 238.025 Q2131.7 238.025 2129.83 236.196 Q2127.95 234.344 2127.95 229.483 L2127.95 215.409 L2124.83 215.409 L2124.83 212.099 L2127.95 212.099 L2127.95 204.738 L2132.23 204.738 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2161.63 216.08 Q2160.91 215.664 2160.06 215.478 Q2159.22 215.27 2158.21 215.27 Q2154.6 215.27 2152.65 217.631 Q2150.73 219.969 2150.73 224.367 L2150.73 238.025 L2146.45 238.025 L2146.45 212.099 L2150.73 212.099 L2150.73 216.127 Q2152.07 213.766 2154.22 212.631 Q2156.38 211.474 2159.46 211.474 Q2159.9 211.474 2160.43 211.543 Q2160.96 211.59 2161.61 211.705 L2161.63 216.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2177.88 224.992 Q2172.72 224.992 2170.73 226.173 Q2168.74 227.353 2168.74 230.201 Q2168.74 232.469 2170.22 233.812 Q2171.72 235.131 2174.29 235.131 Q2177.84 235.131 2179.97 232.631 Q2182.12 230.108 2182.12 225.941 L2182.12 224.992 L2177.88 224.992 M2186.38 223.233 L2186.38 238.025 L2182.12 238.025 L2182.12 234.089 Q2180.66 236.451 2178.48 237.585 Q2176.31 238.696 2173.16 238.696 Q2169.18 238.696 2166.82 236.474 Q2164.48 234.228 2164.48 230.478 Q2164.48 226.103 2167.4 223.881 Q2170.34 221.659 2176.15 221.659 L2182.12 221.659 L2182.12 221.242 Q2182.12 218.303 2180.17 216.705 Q2178.25 215.085 2174.76 215.085 Q2172.54 215.085 2170.43 215.617 Q2168.32 216.15 2166.38 217.215 L2166.38 213.279 Q2168.72 212.377 2170.91 211.937 Q2173.11 211.474 2175.2 211.474 Q2180.82 211.474 2183.6 214.391 Q2186.38 217.307 2186.38 223.233 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2195.15 212.099 L2199.41 212.099 L2199.41 238.025 L2195.15 238.025 L2195.15 212.099 M2195.15 202.006 L2199.41 202.006 L2199.41 207.4 L2195.15 207.4 L2195.15 202.006 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2229.87 222.377 L2229.87 238.025 L2225.61 238.025 L2225.61 222.515 Q2225.61 218.835 2224.18 217.006 Q2222.74 215.178 2219.87 215.178 Q2216.42 215.178 2214.43 217.377 Q2212.44 219.576 2212.44 223.372 L2212.44 238.025 L2208.16 238.025 L2208.16 212.099 L2212.44 212.099 L2212.44 216.127 Q2213.97 213.789 2216.03 212.631 Q2218.11 211.474 2220.82 211.474 Q2225.29 211.474 2227.58 214.252 Q2229.87 217.006 2229.87 222.377 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip560)\" cx=\"2026.52\" cy=\"272.585\" r=\"23\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"5.12\"/>\n",
       "<path clip-path=\"url(#clip560)\" d=\"M2132.23 256.578 L2132.23 263.939 L2141.01 263.939 L2141.01 267.249 L2132.23 267.249 L2132.23 281.323 Q2132.23 284.494 2133.09 285.397 Q2133.97 286.3 2136.63 286.3 L2141.01 286.3 L2141.01 289.865 L2136.63 289.865 Q2131.7 289.865 2129.83 288.036 Q2127.95 286.184 2127.95 281.323 L2127.95 267.249 L2124.83 267.249 L2124.83 263.939 L2127.95 263.939 L2127.95 256.578 L2132.23 256.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2168.79 275.837 L2168.79 277.92 L2149.2 277.92 Q2149.48 282.318 2151.84 284.633 Q2154.22 286.925 2158.46 286.925 Q2160.91 286.925 2163.21 286.323 Q2165.52 285.721 2167.79 284.517 L2167.79 288.545 Q2165.5 289.517 2163.09 290.027 Q2160.68 290.536 2158.21 290.536 Q2152 290.536 2148.37 286.925 Q2144.76 283.314 2144.76 277.156 Q2144.76 270.791 2148.18 267.064 Q2151.63 263.314 2157.47 263.314 Q2162.7 263.314 2165.73 266.693 Q2168.79 270.05 2168.79 275.837 M2164.53 274.587 Q2164.48 271.092 2162.56 269.008 Q2160.66 266.925 2157.51 266.925 Q2153.95 266.925 2151.79 268.939 Q2149.66 270.953 2149.34 274.61 L2164.53 274.587 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2192.3 264.703 L2192.3 268.731 Q2190.5 267.805 2188.55 267.342 Q2186.61 266.879 2184.53 266.879 Q2181.35 266.879 2179.76 267.851 Q2178.18 268.823 2178.18 270.768 Q2178.18 272.249 2179.32 273.105 Q2180.45 273.939 2183.88 274.703 L2185.34 275.027 Q2189.87 275.999 2191.77 277.781 Q2193.69 279.541 2193.69 282.712 Q2193.69 286.323 2190.82 288.429 Q2187.97 290.536 2182.97 290.536 Q2180.89 290.536 2178.62 290.119 Q2176.38 289.726 2173.88 288.916 L2173.88 284.517 Q2176.24 285.744 2178.53 286.369 Q2180.82 286.971 2183.07 286.971 Q2186.08 286.971 2187.7 285.953 Q2189.32 284.911 2189.32 283.036 Q2189.32 281.3 2188.14 280.374 Q2186.98 279.448 2183.02 278.592 L2181.54 278.244 Q2177.58 277.411 2175.82 275.698 Q2174.06 273.962 2174.06 270.953 Q2174.06 267.295 2176.66 265.305 Q2179.25 263.314 2184.02 263.314 Q2186.38 263.314 2188.46 263.661 Q2190.54 264.008 2192.3 264.703 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip560)\" d=\"M2204.69 256.578 L2204.69 263.939 L2213.46 263.939 L2213.46 267.249 L2204.69 267.249 L2204.69 281.323 Q2204.69 284.494 2205.54 285.397 Q2206.42 286.3 2209.09 286.3 L2213.46 286.3 L2213.46 289.865 L2209.09 289.865 Q2204.16 289.865 2202.28 288.036 Q2200.41 286.184 2200.41 281.323 L2200.41 267.249 L2197.28 267.249 L2197.28 263.939 L2200.41 263.939 L2200.41 256.578 L2204.69 256.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scatter(k_seq, first.(trn_20); yerr=last.(trn_20), label=\"train\", title=\"N=20\")\n",
    "scatter!(k_seq .+ .1, first.(tst_20); yerr=last.(tst_20), label=\"test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "453a9003",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip600)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip601\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip600)\" d=\"\n",
       "M170.857 1486.45 L2352.76 1486.45 L2352.76 123.472 L170.857 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip602\">\n",
       "    <rect x=\"170\" y=\"123\" width=\"2183\" height=\"1364\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  232.609,1486.45 232.609,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  734.657,1486.45 734.657,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1236.7,1486.45 1236.7,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1738.75,1486.45 1738.75,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2240.8,1486.45 2240.8,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,1486.45 2352.76,1486.45 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  232.609,1486.45 232.609,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  734.657,1486.45 734.657,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1236.7,1486.45 1236.7,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1738.75,1486.45 1738.75,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2240.8,1486.45 2240.8,1467.55 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip600)\" d=\"M222.991 1544.91 L230.63 1544.91 L230.63 1518.55 L222.32 1520.21 L222.32 1515.95 L230.584 1514.29 L235.26 1514.29 L235.26 1544.91 L242.899 1544.91 L242.899 1548.85 L222.991 1548.85 L222.991 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M729.31 1544.91 L745.629 1544.91 L745.629 1548.85 L723.685 1548.85 L723.685 1544.91 Q726.347 1542.16 730.93 1537.53 Q735.536 1532.88 736.717 1531.53 Q738.962 1529.01 739.842 1527.27 Q740.745 1525.51 740.745 1523.82 Q740.745 1521.07 738.8 1519.33 Q736.879 1517.6 733.777 1517.6 Q731.578 1517.6 729.124 1518.36 Q726.694 1519.13 723.916 1520.68 L723.916 1515.95 Q726.74 1514.82 729.194 1514.24 Q731.648 1513.66 733.685 1513.66 Q739.055 1513.66 742.249 1516.35 Q745.444 1519.03 745.444 1523.52 Q745.444 1525.65 744.634 1527.57 Q743.847 1529.47 741.74 1532.07 Q741.161 1532.74 738.06 1535.95 Q734.958 1539.15 729.31 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1240.95 1530.21 Q1244.31 1530.93 1246.18 1533.2 Q1248.08 1535.47 1248.08 1538.8 Q1248.08 1543.92 1244.56 1546.72 Q1241.04 1549.52 1234.56 1549.52 Q1232.39 1549.52 1230.07 1549.08 Q1227.78 1548.66 1225.33 1547.81 L1225.33 1543.29 Q1227.27 1544.43 1229.59 1545.01 Q1231.9 1545.58 1234.42 1545.58 Q1238.82 1545.58 1241.11 1543.85 Q1243.43 1542.11 1243.43 1538.8 Q1243.43 1535.75 1241.28 1534.03 Q1239.15 1532.3 1235.33 1532.3 L1231.3 1532.3 L1231.3 1528.45 L1235.51 1528.45 Q1238.96 1528.45 1240.79 1527.09 Q1242.62 1525.7 1242.62 1523.11 Q1242.62 1520.45 1240.72 1519.03 Q1238.85 1517.6 1235.33 1517.6 Q1233.41 1517.6 1231.21 1518.01 Q1229.01 1518.43 1226.37 1519.31 L1226.37 1515.14 Q1229.03 1514.4 1231.35 1514.03 Q1233.68 1513.66 1235.74 1513.66 Q1241.07 1513.66 1244.17 1516.09 Q1247.27 1518.5 1247.27 1522.62 Q1247.27 1525.49 1245.63 1527.48 Q1243.98 1529.45 1240.95 1530.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1741.76 1518.36 L1729.96 1536.81 L1741.76 1536.81 L1741.76 1518.36 M1740.53 1514.29 L1746.41 1514.29 L1746.41 1536.81 L1751.34 1536.81 L1751.34 1540.7 L1746.41 1540.7 L1746.41 1548.85 L1741.76 1548.85 L1741.76 1540.7 L1726.16 1540.7 L1726.16 1536.19 L1740.53 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2231.08 1514.29 L2249.43 1514.29 L2249.43 1518.22 L2235.36 1518.22 L2235.36 1526.7 Q2236.38 1526.35 2237.4 1526.19 Q2238.42 1526 2239.43 1526 Q2245.22 1526 2248.6 1529.17 Q2251.98 1532.34 2251.98 1537.76 Q2251.98 1543.34 2248.51 1546.44 Q2245.04 1549.52 2238.72 1549.52 Q2236.54 1549.52 2234.27 1549.15 Q2232.03 1548.78 2229.62 1548.04 L2229.62 1543.34 Q2231.7 1544.47 2233.92 1545.03 Q2236.15 1545.58 2238.62 1545.58 Q2242.63 1545.58 2244.97 1543.48 Q2247.3 1541.37 2247.3 1537.76 Q2247.3 1534.15 2244.97 1532.04 Q2242.63 1529.94 2238.62 1529.94 Q2236.75 1529.94 2234.87 1530.35 Q2233.02 1530.77 2231.08 1531.65 L2231.08 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  170.857,1308.01 2352.76,1308.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  170.857,977.163 2352.76,977.163 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  170.857,646.318 2352.76,646.318 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  170.857,315.472 2352.76,315.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,1486.45 170.857,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,1308.01 189.755,1308.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,977.163 189.755,977.163 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,646.318 189.755,646.318 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  170.857,315.472 189.755,315.472 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip600)\" d=\"M56.6171 1321.35 L72.9365 1321.35 L72.9365 1325.29 L50.9921 1325.29 L50.9921 1321.35 Q53.6541 1318.6 58.2375 1313.97 Q62.8439 1309.32 64.0245 1307.97 Q66.2698 1305.45 67.1494 1303.71 Q68.0522 1301.96 68.0522 1300.27 Q68.0522 1297.51 66.1078 1295.77 Q64.1865 1294.04 61.0847 1294.04 Q58.8856 1294.04 56.4319 1294.8 Q54.0014 1295.57 51.2236 1297.12 L51.2236 1292.39 Q54.0477 1291.26 56.5014 1290.68 Q58.955 1290.1 60.9921 1290.1 Q66.3624 1290.1 69.5568 1292.79 Q72.7513 1295.47 72.7513 1299.96 Q72.7513 1302.09 71.9411 1304.02 Q71.1541 1305.91 69.0476 1308.51 Q68.4689 1309.18 65.367 1312.39 Q62.2652 1315.59 56.6171 1321.35 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M93.3299 1306.14 Q90.1817 1306.14 88.3299 1308.3 Q86.5012 1310.45 86.5012 1314.2 Q86.5012 1317.93 88.3299 1320.1 Q90.1817 1322.26 93.3299 1322.26 Q96.478 1322.26 98.3067 1320.1 Q100.159 1317.93 100.159 1314.2 Q100.159 1310.45 98.3067 1308.3 Q96.478 1306.14 93.3299 1306.14 M102.612 1291.49 L102.612 1295.75 Q100.853 1294.92 99.0474 1294.48 Q97.265 1294.04 95.5058 1294.04 Q90.8762 1294.04 88.4225 1297.16 Q85.9919 1300.29 85.6447 1306.61 Q87.0105 1304.59 89.0706 1303.53 Q91.1308 1302.44 93.6076 1302.44 Q98.8159 1302.44 101.825 1305.61 Q104.858 1308.76 104.858 1314.2 Q104.858 1319.52 101.709 1322.74 Q98.5613 1325.96 93.3299 1325.96 Q87.3345 1325.96 84.1632 1321.38 Q80.992 1316.77 80.992 1308.04 Q80.992 1299.85 84.8808 1294.99 Q88.7697 1290.1 95.3206 1290.1 Q97.0798 1290.1 98.8622 1290.45 Q100.668 1290.8 102.612 1291.49 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M122.913 1293.81 Q119.302 1293.81 117.473 1297.37 Q115.668 1300.91 115.668 1308.04 Q115.668 1315.15 117.473 1318.71 Q119.302 1322.26 122.913 1322.26 Q126.547 1322.26 128.353 1318.71 Q130.182 1315.15 130.182 1308.04 Q130.182 1300.91 128.353 1297.37 Q126.547 1293.81 122.913 1293.81 M122.913 1290.1 Q128.723 1290.1 131.779 1294.71 Q134.857 1299.29 134.857 1308.04 Q134.857 1316.77 131.779 1321.38 Q128.723 1325.96 122.913 1325.96 Q117.103 1325.96 114.024 1321.38 Q110.969 1316.77 110.969 1308.04 Q110.969 1299.29 114.024 1294.71 Q117.103 1290.1 122.913 1290.1 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M56.6171 990.508 L72.9365 990.508 L72.9365 994.443 L50.9921 994.443 L50.9921 990.508 Q53.6541 987.753 58.2375 983.124 Q62.8439 978.471 64.0245 977.128 Q66.2698 974.605 67.1494 972.869 Q68.0522 971.11 68.0522 969.42 Q68.0522 966.665 66.1078 964.929 Q64.1865 963.193 61.0847 963.193 Q58.8856 963.193 56.4319 963.957 Q54.0014 964.721 51.2236 966.272 L51.2236 961.55 Q54.0477 960.415 56.5014 959.837 Q58.955 959.258 60.9921 959.258 Q66.3624 959.258 69.5568 961.943 Q72.7513 964.628 72.7513 969.119 Q72.7513 971.249 71.9411 973.17 Q71.1541 975.068 69.0476 977.661 Q68.4689 978.332 65.367 981.55 Q62.2652 984.744 56.6171 990.508 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M92.7512 978.031 Q89.4178 978.031 87.4966 979.813 Q85.5984 981.596 85.5984 984.721 Q85.5984 987.846 87.4966 989.628 Q89.4178 991.411 92.7512 991.411 Q96.0845 991.411 98.0058 989.628 Q99.927 987.823 99.927 984.721 Q99.927 981.596 98.0058 979.813 Q96.1076 978.031 92.7512 978.031 M88.0753 976.04 Q85.066 975.3 83.3762 973.239 Q81.7096 971.179 81.7096 968.216 Q81.7096 964.073 84.6494 961.665 Q87.6123 959.258 92.7512 959.258 Q97.9132 959.258 100.853 961.665 Q103.793 964.073 103.793 968.216 Q103.793 971.179 102.103 973.239 Q100.436 975.3 97.4502 976.04 Q100.83 976.827 102.705 979.119 Q104.603 981.411 104.603 984.721 Q104.603 989.744 101.524 992.429 Q98.4687 995.114 92.7512 995.114 Q87.0336 995.114 83.9549 992.429 Q80.8994 989.744 80.8994 984.721 Q80.8994 981.411 82.7975 979.119 Q84.6956 976.827 88.0753 976.04 M86.3623 968.656 Q86.3623 971.341 88.029 972.846 Q89.7188 974.35 92.7512 974.35 Q95.7604 974.35 97.4502 972.846 Q99.1632 971.341 99.1632 968.656 Q99.1632 965.971 97.4502 964.466 Q95.7604 962.962 92.7512 962.962 Q89.7188 962.962 88.029 964.466 Q86.3623 965.971 86.3623 968.656 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M122.913 962.962 Q119.302 962.962 117.473 966.526 Q115.668 970.068 115.668 977.198 Q115.668 984.304 117.473 987.869 Q119.302 991.411 122.913 991.411 Q126.547 991.411 128.353 987.869 Q130.182 984.304 130.182 977.198 Q130.182 970.068 128.353 966.526 Q126.547 962.962 122.913 962.962 M122.913 959.258 Q128.723 959.258 131.779 963.864 Q134.857 968.448 134.857 977.198 Q134.857 985.924 131.779 990.531 Q128.723 995.114 122.913 995.114 Q117.103 995.114 114.024 990.531 Q110.969 985.924 110.969 977.198 Q110.969 968.448 114.024 963.864 Q117.103 959.258 122.913 959.258 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M66.7559 644.964 Q70.1124 645.681 71.9874 647.95 Q73.8855 650.218 73.8855 653.551 Q73.8855 658.667 70.367 661.468 Q66.8485 664.269 60.3671 664.269 Q58.1912 664.269 55.8764 663.829 Q53.5847 663.412 51.131 662.556 L51.131 658.042 Q53.0754 659.176 55.3903 659.755 Q57.7051 660.334 60.2282 660.334 Q64.6263 660.334 66.918 658.598 Q69.2328 656.862 69.2328 653.551 Q69.2328 650.496 67.08 648.783 Q64.9504 647.047 61.131 647.047 L57.1032 647.047 L57.1032 643.204 L61.3161 643.204 Q64.7652 643.204 66.5939 641.839 Q68.4226 640.45 68.4226 637.857 Q68.4226 635.195 66.5245 633.783 Q64.6495 632.348 61.131 632.348 Q59.2097 632.348 57.0106 632.764 Q54.8115 633.181 52.1727 634.061 L52.1727 629.894 Q54.8347 629.153 57.1495 628.783 Q59.4875 628.413 61.5476 628.413 Q66.8717 628.413 69.9735 630.843 Q73.0753 633.251 73.0753 637.371 Q73.0753 640.241 71.4318 642.232 Q69.7883 644.2 66.7559 644.964 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M92.7512 632.116 Q89.1401 632.116 87.3114 635.681 Q85.5058 639.223 85.5058 646.352 Q85.5058 653.459 87.3114 657.024 Q89.1401 660.565 92.7512 660.565 Q96.3854 660.565 98.1909 657.024 Q100.02 653.459 100.02 646.352 Q100.02 639.223 98.1909 635.681 Q96.3854 632.116 92.7512 632.116 M92.7512 628.413 Q98.5613 628.413 101.617 633.019 Q104.696 637.602 104.696 646.352 Q104.696 655.079 101.617 659.686 Q98.5613 664.269 92.7512 664.269 Q86.941 664.269 83.8623 659.686 Q80.8068 655.079 80.8068 646.352 Q80.8068 637.602 83.8623 633.019 Q86.941 628.413 92.7512 628.413 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M122.913 632.116 Q119.302 632.116 117.473 635.681 Q115.668 639.223 115.668 646.352 Q115.668 653.459 117.473 657.024 Q119.302 660.565 122.913 660.565 Q126.547 660.565 128.353 657.024 Q130.182 653.459 130.182 646.352 Q130.182 639.223 128.353 635.681 Q126.547 632.116 122.913 632.116 M122.913 628.413 Q128.723 628.413 131.779 633.019 Q134.857 637.602 134.857 646.352 Q134.857 655.079 131.779 659.686 Q128.723 664.269 122.913 664.269 Q117.103 664.269 114.024 659.686 Q110.969 655.079 110.969 646.352 Q110.969 637.602 114.024 633.019 Q117.103 628.413 122.913 628.413 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M66.7559 314.118 Q70.1124 314.836 71.9874 317.104 Q73.8855 319.373 73.8855 322.706 Q73.8855 327.822 70.367 330.623 Q66.8485 333.424 60.3671 333.424 Q58.1912 333.424 55.8764 332.984 Q53.5847 332.567 51.131 331.711 L51.131 327.197 Q53.0754 328.331 55.3903 328.91 Q57.7051 329.488 60.2282 329.488 Q64.6263 329.488 66.918 327.752 Q69.2328 326.016 69.2328 322.706 Q69.2328 319.651 67.08 317.938 Q64.9504 316.202 61.131 316.202 L57.1032 316.202 L57.1032 312.359 L61.3161 312.359 Q64.7652 312.359 66.5939 310.993 Q68.4226 309.604 68.4226 307.012 Q68.4226 304.35 66.5245 302.938 Q64.6495 301.503 61.131 301.503 Q59.2097 301.503 57.0106 301.919 Q54.8115 302.336 52.1727 303.215 L52.1727 299.049 Q54.8347 298.308 57.1495 297.938 Q59.4875 297.567 61.5476 297.567 Q66.8717 297.567 69.9735 299.998 Q73.0753 302.405 73.0753 306.526 Q73.0753 309.396 71.4318 311.387 Q69.7883 313.354 66.7559 314.118 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M86.779 328.817 L103.098 328.817 L103.098 332.752 L81.154 332.752 L81.154 328.817 Q83.816 326.063 88.3993 321.433 Q93.0058 316.78 94.1863 315.438 Q96.4317 312.915 97.3113 311.178 Q98.2141 309.419 98.2141 307.729 Q98.2141 304.975 96.2697 303.239 Q94.3484 301.503 91.2465 301.503 Q89.0475 301.503 86.5938 302.266 Q84.1632 303.03 81.3855 304.581 L81.3855 299.859 Q84.2095 298.725 86.6632 298.146 Q89.1169 297.567 91.1539 297.567 Q96.5243 297.567 99.7187 300.253 Q102.913 302.938 102.913 307.428 Q102.913 309.558 102.103 311.479 Q101.316 313.377 99.2095 315.97 Q98.6308 316.641 95.5289 319.859 Q92.4271 323.053 86.779 328.817 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M122.913 301.271 Q119.302 301.271 117.473 304.836 Q115.668 308.377 115.668 315.507 Q115.668 322.614 117.473 326.178 Q119.302 329.72 122.913 329.72 Q126.547 329.72 128.353 326.178 Q130.182 322.614 130.182 315.507 Q130.182 308.377 128.353 304.836 Q126.547 301.271 122.913 301.271 M122.913 297.567 Q128.723 297.567 131.779 302.174 Q134.857 306.757 134.857 315.507 Q134.857 324.234 131.779 328.84 Q128.723 333.424 122.913 333.424 Q117.103 333.424 114.024 328.84 Q110.969 324.234 110.969 315.507 Q110.969 306.757 114.024 302.174 Q117.103 297.567 122.913 297.567 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1123.67 12.096 L1134.69 12.096 L1161.51 62.6918 L1161.51 12.096 L1169.45 12.096 L1169.45 72.576 L1158.43 72.576 L1131.61 21.9802 L1131.61 72.576 L1123.67 72.576 L1123.67 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1186.38 34.9026 L1238.31 34.9026 L1238.31 41.7081 L1186.38 41.7081 L1186.38 34.9026 M1186.38 51.4303 L1238.31 51.4303 L1238.31 58.3168 L1186.38 58.3168 L1186.38 51.4303 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1257.39 65.6895 L1270.76 65.6895 L1270.76 19.5497 L1256.22 22.4663 L1256.22 15.0127 L1270.68 12.096 L1278.86 12.096 L1278.86 65.6895 L1292.23 65.6895 L1292.23 72.576 L1257.39 72.576 L1257.39 65.6895 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1326.26 17.4837 Q1319.94 17.4837 1316.74 23.7221 Q1313.58 29.92 1313.58 42.3968 Q1313.58 54.833 1316.74 61.0714 Q1319.94 67.2693 1326.26 67.2693 Q1332.62 67.2693 1335.78 61.0714 Q1338.98 54.833 1338.98 42.3968 Q1338.98 29.92 1335.78 23.7221 Q1332.62 17.4837 1326.26 17.4837 M1326.26 11.0023 Q1336.42 11.0023 1341.77 19.0636 Q1347.16 27.0843 1347.16 42.3968 Q1347.16 57.6687 1341.77 65.73 Q1336.42 73.7508 1326.26 73.7508 Q1316.09 73.7508 1310.7 65.73 Q1305.35 57.6687 1305.35 42.3968 Q1305.35 27.0843 1310.7 19.0636 Q1316.09 11.0023 1326.26 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M1379.04 17.4837 Q1372.72 17.4837 1369.52 23.7221 Q1366.36 29.92 1366.36 42.3968 Q1366.36 54.833 1369.52 61.0714 Q1372.72 67.2693 1379.04 67.2693 Q1385.4 67.2693 1388.56 61.0714 Q1391.76 54.833 1391.76 42.3968 Q1391.76 29.92 1388.56 23.7221 Q1385.4 17.4837 1379.04 17.4837 M1379.04 11.0023 Q1389.21 11.0023 1394.55 19.0636 Q1399.94 27.0843 1399.94 42.3968 Q1399.94 57.6687 1394.55 65.73 Q1389.21 73.7508 1379.04 73.7508 Q1368.87 73.7508 1363.48 65.73 Q1358.14 57.6687 1358.14 42.3968 Q1358.14 27.0843 1363.48 19.0636 Q1368.87 11.0023 1379.04 11.0023 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  232.609,1427.84 232.609,1045.76 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  734.657,1387.15 734.657,1065.59 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1236.7,1384.46 1236.7,1043.96 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1738.75,1447.87 1738.75,1073.21 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2240.8,1441.1 2240.8,1083.63 \n",
       "  \"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"248.609\" y1=\"1427.84\" x2=\"216.609\" y2=\"1427.84\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"248.609\" y1=\"1045.76\" x2=\"216.609\" y2=\"1045.76\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"750.657\" y1=\"1387.15\" x2=\"718.657\" y2=\"1387.15\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"750.657\" y1=\"1065.59\" x2=\"718.657\" y2=\"1065.59\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1252.7\" y1=\"1384.46\" x2=\"1220.7\" y2=\"1384.46\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1252.7\" y1=\"1043.96\" x2=\"1220.7\" y2=\"1043.96\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1754.75\" y1=\"1447.87\" x2=\"1722.75\" y2=\"1447.87\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1754.75\" y1=\"1073.21\" x2=\"1722.75\" y2=\"1073.21\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"2256.8\" y1=\"1441.1\" x2=\"2224.8\" y2=\"1441.1\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"2256.8\" y1=\"1083.63\" x2=\"2224.8\" y2=\"1083.63\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"232.609\" cy=\"1236.8\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"734.657\" cy=\"1226.37\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"1236.7\" cy=\"1214.21\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"1738.75\" cy=\"1260.54\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"2240.8\" cy=\"1262.37\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  282.814,930.391 282.814,245.656 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  784.862,884.337 784.862,267.994 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1286.91,905.967 1286.91,199.919 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1788.96,915.167 1788.96,209.635 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip602)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2291,907.845 2291,162.047 \n",
       "  \"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"298.814\" y1=\"930.391\" x2=\"266.814\" y2=\"930.391\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"298.814\" y1=\"245.656\" x2=\"266.814\" y2=\"245.656\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"800.862\" y1=\"884.337\" x2=\"768.862\" y2=\"884.337\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"800.862\" y1=\"267.994\" x2=\"768.862\" y2=\"267.994\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1302.91\" y1=\"905.967\" x2=\"1270.91\" y2=\"905.967\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1302.91\" y1=\"199.919\" x2=\"1270.91\" y2=\"199.919\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1804.96\" y1=\"915.167\" x2=\"1772.96\" y2=\"915.167\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"1804.96\" y1=\"209.635\" x2=\"1772.96\" y2=\"209.635\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"2307\" y1=\"907.845\" x2=\"2275\" y2=\"907.845\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip602)\" x1=\"2307\" y1=\"162.047\" x2=\"2275\" y2=\"162.047\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"282.814\" cy=\"588.024\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"784.862\" cy=\"576.165\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"1286.91\" cy=\"552.943\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"1788.96\" cy=\"562.401\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip602)\" cx=\"2291\" cy=\"534.946\" r=\"14\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<path clip-path=\"url(#clip600)\" d=\"\n",
       "M1932.55 324.425 L2280.03 324.425 L2280.03 168.905 L1932.55 168.905  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip600)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1932.55,324.425 2280.03,324.425 2280.03,168.905 1932.55,168.905 1932.55,324.425 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip600)\" cx=\"2029.52\" cy=\"220.745\" r=\"23\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"5.12\"/>\n",
       "<path clip-path=\"url(#clip600)\" d=\"M2133.9 204.738 L2133.9 212.099 L2142.67 212.099 L2142.67 215.409 L2133.9 215.409 L2133.9 229.483 Q2133.9 232.654 2134.76 233.557 Q2135.64 234.46 2138.3 234.46 L2142.67 234.46 L2142.67 238.025 L2138.3 238.025 Q2133.37 238.025 2131.49 236.196 Q2129.62 234.344 2129.62 229.483 L2129.62 215.409 L2126.49 215.409 L2126.49 212.099 L2129.62 212.099 L2129.62 204.738 L2133.9 204.738 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2163.3 216.08 Q2162.58 215.664 2161.72 215.478 Q2160.89 215.27 2159.87 215.27 Q2156.26 215.27 2154.32 217.631 Q2152.4 219.969 2152.4 224.367 L2152.4 238.025 L2148.11 238.025 L2148.11 212.099 L2152.4 212.099 L2152.4 216.127 Q2153.74 213.766 2155.89 212.631 Q2158.04 211.474 2161.12 211.474 Q2161.56 211.474 2162.1 211.543 Q2162.63 211.59 2163.28 211.705 L2163.3 216.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2179.55 224.992 Q2174.39 224.992 2172.4 226.173 Q2170.41 227.353 2170.41 230.201 Q2170.41 232.469 2171.89 233.812 Q2173.39 235.131 2175.96 235.131 Q2179.5 235.131 2181.63 232.631 Q2183.78 230.108 2183.78 225.941 L2183.78 224.992 L2179.55 224.992 M2188.04 223.233 L2188.04 238.025 L2183.78 238.025 L2183.78 234.089 Q2182.33 236.451 2180.15 237.585 Q2177.97 238.696 2174.83 238.696 Q2170.85 238.696 2168.48 236.474 Q2166.15 234.228 2166.15 230.478 Q2166.15 226.103 2169.06 223.881 Q2172 221.659 2177.81 221.659 L2183.78 221.659 L2183.78 221.242 Q2183.78 218.303 2181.84 216.705 Q2179.92 215.085 2176.42 215.085 Q2174.2 215.085 2172.1 215.617 Q2169.99 216.15 2168.04 217.215 L2168.04 213.279 Q2170.38 212.377 2172.58 211.937 Q2174.78 211.474 2176.86 211.474 Q2182.49 211.474 2185.27 214.391 Q2188.04 217.307 2188.04 223.233 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2196.82 212.099 L2201.08 212.099 L2201.08 238.025 L2196.82 238.025 L2196.82 212.099 M2196.82 202.006 L2201.08 202.006 L2201.08 207.4 L2196.82 207.4 L2196.82 202.006 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2231.54 222.377 L2231.54 238.025 L2227.28 238.025 L2227.28 222.515 Q2227.28 218.835 2225.84 217.006 Q2224.41 215.178 2221.54 215.178 Q2218.09 215.178 2216.1 217.377 Q2214.11 219.576 2214.11 223.372 L2214.11 238.025 L2209.83 238.025 L2209.83 212.099 L2214.11 212.099 L2214.11 216.127 Q2215.64 213.789 2217.7 212.631 Q2219.78 211.474 2222.49 211.474 Q2226.96 211.474 2229.25 214.252 Q2231.54 217.006 2231.54 222.377 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip600)\" cx=\"2029.52\" cy=\"272.585\" r=\"23\" fill=\"#e26f46\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"5.12\"/>\n",
       "<path clip-path=\"url(#clip600)\" d=\"M2133.9 256.578 L2133.9 263.939 L2142.67 263.939 L2142.67 267.249 L2133.9 267.249 L2133.9 281.323 Q2133.9 284.494 2134.76 285.397 Q2135.64 286.3 2138.3 286.3 L2142.67 286.3 L2142.67 289.865 L2138.3 289.865 Q2133.37 289.865 2131.49 288.036 Q2129.62 286.184 2129.62 281.323 L2129.62 267.249 L2126.49 267.249 L2126.49 263.939 L2129.62 263.939 L2129.62 256.578 L2133.9 256.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2170.45 275.837 L2170.45 277.92 L2150.87 277.92 Q2151.15 282.318 2153.51 284.633 Q2155.89 286.925 2160.13 286.925 Q2162.58 286.925 2164.87 286.323 Q2167.19 285.721 2169.46 284.517 L2169.46 288.545 Q2167.16 289.517 2164.76 290.027 Q2162.35 290.536 2159.87 290.536 Q2153.67 290.536 2150.04 286.925 Q2146.42 283.314 2146.42 277.156 Q2146.42 270.791 2149.85 267.064 Q2153.3 263.314 2159.13 263.314 Q2164.36 263.314 2167.4 266.693 Q2170.45 270.05 2170.45 275.837 M2166.19 274.587 Q2166.15 271.092 2164.22 269.008 Q2162.33 266.925 2159.18 266.925 Q2155.61 266.925 2153.46 268.939 Q2151.33 270.953 2151.01 274.61 L2166.19 274.587 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2193.97 264.703 L2193.97 268.731 Q2192.16 267.805 2190.22 267.342 Q2188.28 266.879 2186.19 266.879 Q2183.02 266.879 2181.42 267.851 Q2179.85 268.823 2179.85 270.768 Q2179.85 272.249 2180.98 273.105 Q2182.12 273.939 2185.54 274.703 L2187 275.027 Q2191.54 275.999 2193.44 277.781 Q2195.36 279.541 2195.36 282.712 Q2195.36 286.323 2192.49 288.429 Q2189.64 290.536 2184.64 290.536 Q2182.56 290.536 2180.29 290.119 Q2178.04 289.726 2175.54 288.916 L2175.54 284.517 Q2177.91 285.744 2180.2 286.369 Q2182.49 286.971 2184.73 286.971 Q2187.74 286.971 2189.36 285.953 Q2190.98 284.911 2190.98 283.036 Q2190.98 281.3 2189.8 280.374 Q2188.65 279.448 2184.69 278.592 L2183.21 278.244 Q2179.25 277.411 2177.49 275.698 Q2175.73 273.962 2175.73 270.953 Q2175.73 267.295 2178.32 265.305 Q2180.91 263.314 2185.68 263.314 Q2188.04 263.314 2190.13 263.661 Q2192.21 264.008 2193.97 264.703 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip600)\" d=\"M2206.35 256.578 L2206.35 263.939 L2215.13 263.939 L2215.13 267.249 L2206.35 267.249 L2206.35 281.323 Q2206.35 284.494 2207.21 285.397 Q2208.09 286.3 2210.75 286.3 L2215.13 286.3 L2215.13 289.865 L2210.75 289.865 Q2205.82 289.865 2203.95 288.036 Q2202.07 286.184 2202.07 281.323 L2202.07 267.249 L2198.95 267.249 L2198.95 263.939 L2202.07 263.939 L2202.07 256.578 L2206.35 256.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /></svg>\n"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scatter(k_seq, first.(trn_100); yerr=last.(trn_100), label=\"train\", title=\"N=100\")\n",
    "scatter!(k_seq .+ .1, first.(tst_100); yerr=last.(tst_100), label=\"test\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40a4891a",
   "metadata": {},
   "source": [
    "Hm, something is different"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3719a0b",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "# 7.3 Golem taming: regularization\n",
    "\n",
    "No code pieces in this section"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e6e03a5",
   "metadata": {},
   "source": [
    "# 7.4 Predicting predictive accuracy"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13d9db41",
   "metadata": {},
   "source": [
    "Code 7.19"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "1ab04d5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "d = DataFrame(CSV.File(\"data/cars.csv\", drop=[\"Column1\"]))\n",
    "\n",
    "@model function model_m(speed, dist)\n",
    "    a ~ Normal(0, 100)\n",
    "    b ~ Normal(0, 10)\n",
    "    μ = @. a + b * speed \n",
    "    σ ~ Exponential(1)\n",
    "    dist ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "Random.seed!(17)\n",
    "m_ch = sample(model_m(d.speed, d.dist), NUTS(), 1000)\n",
    "m_df = DataFrame(m_ch);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fff63bc6",
   "metadata": {},
   "source": [
    "Code 7.20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "c519fdb5",
   "metadata": {},
   "outputs": [],
   "source": [
    "fun = (r, (x, y)) -> normlogpdf(r.a + r.b * x, r.σ, y)\n",
    "lp = link(m_df, fun, zip(d.speed, d.dist))\n",
    "lp = hcat(lp...);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9899ac33",
   "metadata": {},
   "source": [
    "Code 7.21"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "8d8dafa5",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_samples, n_cases = size(lp)\n",
    "lppd_vals = [\n",
    "    logsumexp(c) - log(n_samples)\n",
    "    for c in eachcol(lp)\n",
    "];\n",
    "\n",
    "## if only lppd were needed, we can calculate it with\n",
    "# lppd_vals = lppd(m_df, (r, x) -> Normal(r.a + r.b * x, r.σ), d.speed, d.dist)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9557eeb",
   "metadata": {},
   "source": [
    "Code 7.22"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "82d0c647",
   "metadata": {},
   "outputs": [],
   "source": [
    "pWAIC = [\n",
    "    StatisticalRethinking.var2(c)\n",
    "    for c in eachcol(lp)\n",
    "];"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aeef897f",
   "metadata": {},
   "source": [
    "Code 7.23"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "902782e4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "421.24440925699935"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "-2*(sum(lppd_vals) - sum(pWAIC))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57348197",
   "metadata": {},
   "source": [
    "Code 7.24"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "441a4956",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16.13284428811226"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "waic_vec = -2*(lppd_vals .- pWAIC)\n",
    "sqrt(n_cases * StatisticalRethinking.var2(waic_vec))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31c140b5",
   "metadata": {},
   "source": [
    "# 7.5 Model comparison"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5368f278",
   "metadata": {},
   "source": [
    "Data and models from chapter 6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "05b86628",
   "metadata": {},
   "outputs": [],
   "source": [
    "Random.seed!(70)\n",
    "# number of plants\n",
    "N = 100\n",
    "h0 = rand(Normal(10, 2), N)\n",
    "treatment = repeat(0:1, inner=div(N, 2))\n",
    "fungus = [rand(Binomial(1, 0.5 - treat*0.4)) for treat in treatment]\n",
    "h1 = h0 .+ rand(MvNormal(5 .- 3 .* fungus, 1))\n",
    "\n",
    "d = DataFrame(:h0 => h0, :h1 => h1, :treatment => treatment, :fungus => fungus)\n",
    "\n",
    "@model function model_m6_6(h0, h1)\n",
    "    p ~ LogNormal(0, 0.25)\n",
    "    σ ~ Exponential(1)\n",
    "    μ = h0 .* p\n",
    "    h1 ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m6_6 = sample(model_m6_6(d.h0, d.h1), NUTS(), 1000)\n",
    "m6_6_df = DataFrame(m6_6)\n",
    "\n",
    "@model function model_m6_7(h0, treatment, fungus, h1)\n",
    "    a ~ LogNormal(0, 0.2)\n",
    "    bt ~ Normal(0, 0.5)\n",
    "    bf ~ Normal(0, 0.5)\n",
    "    σ ~ Exponential(1)\n",
    "    p = @. a + bt*treatment + bf*fungus\n",
    "    μ = h0 .* p\n",
    "    h1 ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m6_7 = sample(model_m6_7(d.h0, d.treatment, d.fungus, d.h1), NUTS(), 1000)\n",
    "m6_7_df = DataFrame(m6_7)\n",
    "\n",
    "@model function model_m6_8(h0, treatment, h1)\n",
    "    a ~ LogNormal(0, 0.2)\n",
    "    bt ~ Normal(0, 0.5)\n",
    "    σ ~ Exponential(1)\n",
    "    p = @. a + bt*treatment\n",
    "    μ = h0 .* p\n",
    "    h1 ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m6_8 = sample(model_m6_8(d.h0, d.treatment, d.h1), NUTS(), 1000)\n",
    "m6_8_df = DataFrame(m6_8);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6d5028be",
   "metadata": {},
   "source": [
    "Code 7.25"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "ebf28edf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(WAIC = 325.0325798695998, lppd = -158.9846099932586, penalty = 3.5316799415412317, std_err = 13.436867558736525)"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fun = (r, (x,bt,bf,y)) -> normlogpdf(x*(r.a + r.bt*bt + r.bf*bf), r.σ, y)\n",
    "\n",
    "# log likelihood calculation\n",
    "ll = link(m6_7_df, fun, zip(d.h0, d.treatment, d.fungus, d.h1));\n",
    "ll = hcat(ll...);\n",
    "\n",
    "waic(ll)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2dcd443",
   "metadata": {},
   "source": [
    "Code 7.26"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "a4fd7e87",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"data-frame\"><p>3 rows × 8 columns</p><table class=\"data-frame\"><thead><tr><th></th><th>models</th><th>WAIC</th><th>lppd</th><th>SE</th><th>dWAIC</th><th>dSE</th><th>pWAIC</th><th>weight</th></tr><tr><th></th><th title=\"String\">String</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th></tr></thead><tbody><tr><th>1</th><td>m7</td><td>325.0</td><td>317.97</td><td>13.44</td><td>0.0</td><td>0.0</td><td>3.53</td><td>1.0</td></tr><tr><th>2</th><td>m8</td><td>398.0</td><td>392.39</td><td>13.11</td><td>73.0</td><td>13.25</td><td>2.81</td><td>0.0</td></tr><tr><th>3</th><td>m6</td><td>407.4</td><td>404.19</td><td>12.04</td><td>82.4</td><td>12.55</td><td>1.6</td><td>0.0</td></tr></tbody></table></div>"
      ],
      "text/latex": [
       "\\begin{tabular}{r|cccccccc}\n",
       "\t& models & WAIC & lppd & SE & dWAIC & dSE & pWAIC & weight\\\\\n",
       "\t\\hline\n",
       "\t& String & Float64 & Float64 & Float64 & Float64 & Float64 & Float64 & Float64\\\\\n",
       "\t\\hline\n",
       "\t1 & m7 & 325.0 & 317.97 & 13.44 & 0.0 & 0.0 & 3.53 & 1.0 \\\\\n",
       "\t2 & m8 & 398.0 & 392.39 & 13.11 & 73.0 & 13.25 & 2.81 & 0.0 \\\\\n",
       "\t3 & m6 & 407.4 & 404.19 & 12.04 & 82.4 & 12.55 & 1.6 & 0.0 \\\\\n",
       "\\end{tabular}\n"
      ],
      "text/plain": [
       "\u001b[1m3×8 DataFrame\u001b[0m\n",
       "\u001b[1m Row \u001b[0m│\u001b[1m models \u001b[0m\u001b[1m WAIC    \u001b[0m\u001b[1m lppd    \u001b[0m\u001b[1m SE      \u001b[0m\u001b[1m dWAIC   \u001b[0m\u001b[1m dSE     \u001b[0m\u001b[1m pWAIC   \u001b[0m\u001b[1m weight  \u001b[0m\n",
       "\u001b[1m     \u001b[0m│\u001b[90m String \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n",
       "─────┼───────────────────────────────────────────────────────────────────────\n",
       "   1 │ m7        325.0   317.97    13.44      0.0     0.0      3.53      1.0\n",
       "   2 │ m8        398.0   392.39    13.11     73.0    13.25     2.81      0.0\n",
       "   3 │ m6        407.4   404.19    12.04     82.4    12.55     1.6       0.0"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fun = (r, (x,y)) -> normlogpdf(x*r.p, r.σ, y)\n",
    "m6_ll = link(m6_6_df, fun, zip(d.h0, d.h1));\n",
    "m6_ll = hcat(m6_ll...);\n",
    "\n",
    "fun = (r, (x,bt,bf,y)) -> normlogpdf(x*(r.a + r.bt*bt + r.bf*bf), r.σ, y)\n",
    "m7_ll = link(m6_7_df, fun, zip(d.h0, d.treatment, d.fungus, d.h1));\n",
    "m7_ll = hcat(m7_ll...);\n",
    "\n",
    "fun = (r, (x,bt,y)) -> normlogpdf(x*(r.a + r.bt*bt), r.σ, y)\n",
    "m8_ll = link(m6_8_df, fun, zip(d.h0, d.treatment, d.h1));\n",
    "m8_ll = hcat(m8_ll...);\n",
    "\n",
    "compare([m6_ll, m7_ll, m8_ll], :waic, mnames=[\"m6\", \"m7\", \"m8\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cba73a4e",
   "metadata": {},
   "source": [
    "Code 7.27"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "8cbd681b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13.185345701175946"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "waic_m6_7 = waic(m7_ll, pointwise=true).WAIC\n",
    "waic_m6_8 = waic(m8_ll, pointwise=true).WAIC\n",
    "n = length(waic_m6_7)\n",
    "diff_m6_78 = waic_m6_7 - waic_m6_8\n",
    "sqrt(n*StatisticalRethinking.var2(diff_m6_78))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e26fc43f",
   "metadata": {},
   "source": [
    "Code 7.28"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "f54264d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2-element Vector{Float64}:\n",
       " 12.959999999999997\n",
       " 67.04"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " 40.0 .+ [-1, 1]*10.4*2.6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4319c091",
   "metadata": {},
   "source": [
    "Code 7.29"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "6bf72d76",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip640\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip640)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip641\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip640)\" d=\"\n",
       "M156.043 1486.45 L2352.76 1486.45 L2352.76 47.2441 L156.043 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip642\">\n",
       "    <rect x=\"156\" y=\"47\" width=\"2198\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  476.396,1486.45 476.396,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  956.645,1486.45 956.645,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1436.89,1486.45 1436.89,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1917.14,1486.45 1917.14,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.043,1486.45 2352.76,1486.45 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  476.396,1486.45 476.396,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  956.645,1486.45 956.645,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1436.89,1486.45 1436.89,1467.55 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1917.14,1486.45 1917.14,1467.55 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip640)\" d=\"M450.655 1530.21 Q454.012 1530.93 455.887 1533.2 Q457.785 1535.47 457.785 1538.8 Q457.785 1543.92 454.266 1546.72 Q450.748 1549.52 444.266 1549.52 Q442.09 1549.52 439.776 1549.08 Q437.484 1548.66 435.03 1547.81 L435.03 1543.29 Q436.975 1544.43 439.289 1545.01 Q441.604 1545.58 444.127 1545.58 Q448.526 1545.58 450.817 1543.85 Q453.132 1542.11 453.132 1538.8 Q453.132 1535.75 450.979 1534.03 Q448.85 1532.3 445.03 1532.3 L441.002 1532.3 L441.002 1528.45 L445.215 1528.45 Q448.664 1528.45 450.493 1527.09 Q452.322 1525.7 452.322 1523.11 Q452.322 1520.45 450.424 1519.03 Q448.549 1517.6 445.03 1517.6 Q443.109 1517.6 440.91 1518.01 Q438.711 1518.43 436.072 1519.31 L436.072 1515.14 Q438.734 1514.4 441.049 1514.03 Q443.387 1513.66 445.447 1513.66 Q450.771 1513.66 453.873 1516.09 Q456.975 1518.5 456.975 1522.62 Q456.975 1525.49 455.331 1527.48 Q453.688 1529.45 450.655 1530.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M470.678 1544.91 L486.998 1544.91 L486.998 1548.85 L465.053 1548.85 L465.053 1544.91 Q467.715 1542.16 472.299 1537.53 Q476.905 1532.88 478.086 1531.53 Q480.331 1529.01 481.211 1527.27 Q482.113 1525.51 482.113 1523.82 Q482.113 1521.07 480.169 1519.33 Q478.248 1517.6 475.146 1517.6 Q472.947 1517.6 470.493 1518.36 Q468.062 1519.13 465.285 1520.68 L465.285 1515.95 Q468.109 1514.82 470.562 1514.24 Q473.016 1513.66 475.053 1513.66 Q480.423 1513.66 483.618 1516.35 Q486.812 1519.03 486.812 1523.52 Q486.812 1525.65 486.002 1527.57 Q485.215 1529.47 483.109 1532.07 Q482.53 1532.74 479.428 1535.95 Q476.326 1539.15 470.678 1544.91 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M496.859 1514.29 L515.215 1514.29 L515.215 1518.22 L501.141 1518.22 L501.141 1526.7 Q502.159 1526.35 503.178 1526.19 Q504.197 1526 505.215 1526 Q511.002 1526 514.382 1529.17 Q517.761 1532.34 517.761 1537.76 Q517.761 1543.34 514.289 1546.44 Q510.817 1549.52 504.497 1549.52 Q502.322 1549.52 500.053 1549.15 Q497.808 1548.78 495.4 1548.04 L495.4 1543.34 Q497.484 1544.47 499.706 1545.03 Q501.928 1545.58 504.405 1545.58 Q508.409 1545.58 510.747 1543.48 Q513.085 1541.37 513.085 1537.76 Q513.085 1534.15 510.747 1532.04 Q508.409 1529.94 504.405 1529.94 Q502.53 1529.94 500.655 1530.35 Q498.803 1530.77 496.859 1531.65 L496.859 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M930.407 1530.21 Q933.763 1530.93 935.638 1533.2 Q937.536 1535.47 937.536 1538.8 Q937.536 1543.92 934.018 1546.72 Q930.499 1549.52 924.018 1549.52 Q921.842 1549.52 919.527 1549.08 Q917.235 1548.66 914.782 1547.81 L914.782 1543.29 Q916.726 1544.43 919.041 1545.01 Q921.356 1545.58 923.879 1545.58 Q928.277 1545.58 930.569 1543.85 Q932.883 1542.11 932.883 1538.8 Q932.883 1535.75 930.731 1534.03 Q928.601 1532.3 924.782 1532.3 L920.754 1532.3 L920.754 1528.45 L924.967 1528.45 Q928.416 1528.45 930.245 1527.09 Q932.073 1525.7 932.073 1523.11 Q932.073 1520.45 930.175 1519.03 Q928.3 1517.6 924.782 1517.6 Q922.86 1517.6 920.661 1518.01 Q918.462 1518.43 915.823 1519.31 L915.823 1515.14 Q918.485 1514.4 920.8 1514.03 Q923.138 1513.66 925.198 1513.66 Q930.522 1513.66 933.624 1516.09 Q936.726 1518.5 936.726 1522.62 Q936.726 1525.49 935.082 1527.48 Q933.439 1529.45 930.407 1530.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M946.448 1514.29 L964.805 1514.29 L964.805 1518.22 L950.731 1518.22 L950.731 1526.7 Q951.749 1526.35 952.768 1526.19 Q953.786 1526 954.805 1526 Q960.592 1526 963.971 1529.17 Q967.351 1532.34 967.351 1537.76 Q967.351 1543.34 963.879 1546.44 Q960.406 1549.52 954.087 1549.52 Q951.911 1549.52 949.643 1549.15 Q947.397 1548.78 944.99 1548.04 L944.99 1543.34 Q947.073 1544.47 949.295 1545.03 Q951.518 1545.58 953.994 1545.58 Q957.999 1545.58 960.337 1543.48 Q962.675 1541.37 962.675 1537.76 Q962.675 1534.15 960.337 1532.04 Q957.999 1529.94 953.994 1529.94 Q952.119 1529.94 950.244 1530.35 Q948.393 1530.77 946.448 1531.65 L946.448 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M986.564 1517.37 Q982.953 1517.37 981.124 1520.93 Q979.318 1524.47 979.318 1531.6 Q979.318 1538.71 981.124 1542.27 Q982.953 1545.82 986.564 1545.82 Q990.198 1545.82 992.003 1542.27 Q993.832 1538.71 993.832 1531.6 Q993.832 1524.47 992.003 1520.93 Q990.198 1517.37 986.564 1517.37 M986.564 1513.66 Q992.374 1513.66 995.429 1518.27 Q998.508 1522.85 998.508 1531.6 Q998.508 1540.33 995.429 1544.94 Q992.374 1549.52 986.564 1549.52 Q980.754 1549.52 977.675 1544.94 Q974.619 1540.33 974.619 1531.6 Q974.619 1522.85 977.675 1518.27 Q980.754 1513.66 986.564 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1411.15 1530.21 Q1414.51 1530.93 1416.38 1533.2 Q1418.28 1535.47 1418.28 1538.8 Q1418.28 1543.92 1414.76 1546.72 Q1411.25 1549.52 1404.76 1549.52 Q1402.59 1549.52 1400.27 1549.08 Q1397.98 1548.66 1395.53 1547.81 L1395.53 1543.29 Q1397.47 1544.43 1399.79 1545.01 Q1402.1 1545.58 1404.63 1545.58 Q1409.02 1545.58 1411.32 1543.85 Q1413.63 1542.11 1413.63 1538.8 Q1413.63 1535.75 1411.48 1534.03 Q1409.35 1532.3 1405.53 1532.3 L1401.5 1532.3 L1401.5 1528.45 L1405.71 1528.45 Q1409.16 1528.45 1410.99 1527.09 Q1412.82 1525.7 1412.82 1523.11 Q1412.82 1520.45 1410.92 1519.03 Q1409.05 1517.6 1405.53 1517.6 Q1403.61 1517.6 1401.41 1518.01 Q1399.21 1518.43 1396.57 1519.31 L1396.57 1515.14 Q1399.23 1514.4 1401.55 1514.03 Q1403.88 1513.66 1405.95 1513.66 Q1411.27 1513.66 1414.37 1516.09 Q1417.47 1518.5 1417.47 1522.62 Q1417.47 1525.49 1415.83 1527.48 Q1414.19 1529.45 1411.15 1530.21 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1425.97 1514.29 L1448.19 1514.29 L1448.19 1516.28 L1435.64 1548.85 L1430.76 1548.85 L1442.57 1518.22 L1425.97 1518.22 L1425.97 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1457.36 1514.29 L1475.71 1514.29 L1475.71 1518.22 L1461.64 1518.22 L1461.64 1526.7 Q1462.66 1526.35 1463.68 1526.19 Q1464.69 1526 1465.71 1526 Q1471.5 1526 1474.88 1529.17 Q1478.26 1532.34 1478.26 1537.76 Q1478.26 1543.34 1474.79 1546.44 Q1471.32 1549.52 1465 1549.52 Q1462.82 1549.52 1460.55 1549.15 Q1458.31 1548.78 1455.9 1548.04 L1455.9 1543.34 Q1457.98 1544.47 1460.2 1545.03 Q1462.43 1545.58 1464.9 1545.58 Q1468.91 1545.58 1471.25 1543.48 Q1473.58 1541.37 1473.58 1537.76 Q1473.58 1534.15 1471.25 1532.04 Q1468.91 1529.94 1464.9 1529.94 Q1463.03 1529.94 1461.15 1530.35 Q1459.3 1530.77 1457.36 1531.65 L1457.36 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1890.23 1518.36 L1878.43 1536.81 L1890.23 1536.81 L1890.23 1518.36 M1889.01 1514.29 L1894.89 1514.29 L1894.89 1536.81 L1899.82 1536.81 L1899.82 1540.7 L1894.89 1540.7 L1894.89 1548.85 L1890.23 1548.85 L1890.23 1540.7 L1874.63 1540.7 L1874.63 1536.19 L1889.01 1514.29 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1917.55 1517.37 Q1913.94 1517.37 1912.11 1520.93 Q1910.3 1524.47 1910.3 1531.6 Q1910.3 1538.71 1912.11 1542.27 Q1913.94 1545.82 1917.55 1545.82 Q1921.18 1545.82 1922.99 1542.27 Q1924.82 1538.71 1924.82 1531.6 Q1924.82 1524.47 1922.99 1520.93 Q1921.18 1517.37 1917.55 1517.37 M1917.55 1513.66 Q1923.36 1513.66 1926.41 1518.27 Q1929.49 1522.85 1929.49 1531.6 Q1929.49 1540.33 1926.41 1544.94 Q1923.36 1549.52 1917.55 1549.52 Q1911.74 1549.52 1908.66 1544.94 Q1905.6 1540.33 1905.6 1531.6 Q1905.6 1522.85 1908.66 1518.27 Q1911.74 1513.66 1917.55 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M1947.71 1517.37 Q1944.1 1517.37 1942.27 1520.93 Q1940.46 1524.47 1940.46 1531.6 Q1940.46 1538.71 1942.27 1542.27 Q1944.1 1545.82 1947.71 1545.82 Q1951.34 1545.82 1953.15 1542.27 Q1954.98 1538.71 1954.98 1531.6 Q1954.98 1524.47 1953.15 1520.93 Q1951.34 1517.37 1947.71 1517.37 M1947.71 1513.66 Q1953.52 1513.66 1956.58 1518.27 Q1959.65 1522.85 1959.65 1531.6 Q1959.65 1540.33 1956.58 1544.94 Q1953.52 1549.52 1947.71 1549.52 Q1941.9 1549.52 1938.82 1544.94 Q1935.77 1540.33 1935.77 1531.6 Q1935.77 1522.85 1938.82 1518.27 Q1941.9 1513.66 1947.71 1513.66 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.043,1445.72 2352.76,1445.72 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.043,766.846 2352.76,766.846 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  156.043,87.9763 2352.76,87.9763 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.043,1486.45 156.043,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.043,1445.72 174.94,1445.72 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.043,766.846 174.94,766.846 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip640)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  156.043,87.9763 174.94,87.9763 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip640)\" d=\"M71.3392 1442.05 Q72.9365 1439.18 75.1587 1437.81 Q77.3809 1436.44 80.3901 1436.44 Q84.441 1436.44 86.6401 1439.29 Q88.8391 1442.12 88.8391 1447.35 L88.8391 1463 L84.5568 1463 L84.5568 1447.49 Q84.5568 1443.76 83.2373 1441.95 Q81.9179 1440.15 79.2096 1440.15 Q75.8994 1440.15 73.9781 1442.35 Q72.0568 1444.55 72.0568 1448.34 L72.0568 1463 L67.7744 1463 L67.7744 1447.49 Q67.7744 1443.74 66.455 1441.95 Q65.1356 1440.15 62.381 1440.15 Q59.1171 1440.15 57.1958 1442.37 Q55.2745 1444.57 55.2745 1448.34 L55.2745 1463 L50.9921 1463 L50.9921 1437.07 L55.2745 1437.07 L55.2745 1441.1 Q56.7328 1438.71 58.7699 1437.58 Q60.8069 1436.44 63.6078 1436.44 Q66.4319 1436.44 68.3994 1437.88 Q70.3902 1439.32 71.3392 1442.05 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M108.515 1443.85 Q105.367 1443.85 103.515 1446.01 Q101.686 1448.16 101.686 1451.91 Q101.686 1455.63 103.515 1457.81 Q105.367 1459.96 108.515 1459.96 Q111.663 1459.96 113.492 1457.81 Q115.344 1455.63 115.344 1451.91 Q115.344 1448.16 113.492 1446.01 Q111.663 1443.85 108.515 1443.85 M117.797 1429.2 L117.797 1433.46 Q116.038 1432.63 114.233 1432.19 Q112.45 1431.75 110.691 1431.75 Q106.061 1431.75 103.608 1434.87 Q101.177 1438 100.83 1444.32 Q102.196 1442.3 104.256 1441.24 Q106.316 1440.15 108.793 1440.15 Q114.001 1440.15 117.01 1443.32 Q120.043 1446.47 120.043 1451.91 Q120.043 1457.23 116.895 1460.45 Q113.746 1463.67 108.515 1463.67 Q102.52 1463.67 99.3483 1459.08 Q96.1771 1454.48 96.1771 1445.75 Q96.1771 1437.56 100.066 1432.69 Q103.955 1427.81 110.506 1427.81 Q112.265 1427.81 114.047 1428.16 Q115.853 1428.51 117.797 1429.2 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M71.5939 763.177 Q73.1911 760.307 75.4133 758.941 Q77.6355 757.575 80.6447 757.575 Q84.6956 757.575 86.8947 760.422 Q89.0938 763.246 89.0938 768.478 L89.0938 784.126 L84.8114 784.126 L84.8114 768.617 Q84.8114 764.89 83.492 763.084 Q82.1725 761.279 79.4642 761.279 Q76.154 761.279 74.2327 763.478 Q72.3115 765.677 72.3115 769.473 L72.3115 784.126 L68.0291 784.126 L68.0291 768.617 Q68.0291 764.867 66.7096 763.084 Q65.3902 761.279 62.6356 761.279 Q59.3717 761.279 57.4504 763.501 Q55.5291 765.7 55.5291 769.473 L55.5291 784.126 L51.2468 784.126 L51.2468 758.2 L55.5291 758.2 L55.5291 762.228 Q56.9875 759.844 59.0245 758.709 Q61.0615 757.575 63.8624 757.575 Q66.6865 757.575 68.6541 759.01 Q70.6448 760.446 71.5939 763.177 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M108.191 767.714 Q104.858 767.714 102.936 769.496 Q101.038 771.279 101.038 774.404 Q101.038 777.529 102.936 779.311 Q104.858 781.094 108.191 781.094 Q111.524 781.094 113.445 779.311 Q115.367 777.506 115.367 774.404 Q115.367 771.279 113.445 769.496 Q111.547 767.714 108.191 767.714 M103.515 765.723 Q100.506 764.983 98.8159 762.922 Q97.1493 760.862 97.1493 757.899 Q97.1493 753.756 100.089 751.348 Q103.052 748.941 108.191 748.941 Q113.353 748.941 116.293 751.348 Q119.233 753.756 119.233 757.899 Q119.233 760.862 117.543 762.922 Q115.876 764.983 112.89 765.723 Q116.27 766.51 118.145 768.802 Q120.043 771.094 120.043 774.404 Q120.043 779.427 116.964 782.112 Q113.908 784.797 108.191 784.797 Q102.473 784.797 99.3946 782.112 Q96.3391 779.427 96.3391 774.404 Q96.3391 771.094 98.2372 768.802 Q100.135 766.51 103.515 765.723 M101.802 758.339 Q101.802 761.024 103.469 762.529 Q105.159 764.033 108.191 764.033 Q111.2 764.033 112.89 762.529 Q114.603 761.024 114.603 758.339 Q114.603 755.654 112.89 754.149 Q111.2 752.645 108.191 752.645 Q105.159 752.645 103.469 754.149 Q101.802 755.654 101.802 758.339 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M72.404 84.3073 Q74.0013 81.437 76.2235 80.0712 Q78.4457 78.7055 81.4549 78.7055 Q85.5058 78.7055 87.7049 81.5527 Q89.904 84.3768 89.904 89.6082 L89.904 105.256 L85.6216 105.256 L85.6216 89.7471 Q85.6216 86.0203 84.3021 84.2147 Q82.9827 82.4092 80.2744 82.4092 Q76.9642 82.4092 75.0429 84.6082 Q73.1216 86.8073 73.1216 90.6036 L73.1216 105.256 L68.8393 105.256 L68.8393 89.7471 Q68.8393 85.9971 67.5198 84.2147 Q66.2004 82.4092 63.4458 82.4092 Q60.1819 82.4092 58.2606 84.6314 Q56.3393 86.8304 56.3393 90.6036 L56.3393 105.256 L52.0569 105.256 L52.0569 79.3305 L56.3393 79.3305 L56.3393 83.3582 Q57.7976 80.974 59.8347 79.8397 Q61.8717 78.7055 64.6726 78.7055 Q67.4967 78.7055 69.4642 80.1407 Q71.455 81.5758 72.404 84.3073 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip640)\" d=\"M97.8206 70.6963 L120.043 70.6963 L120.043 72.687 L107.496 105.256 L102.612 105.256 L114.418 74.6314 L97.8206 74.6314 L97.8206 70.6963 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1828.01,1445.72 2290.58,1445.72 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1626.88,766.846 2130.57,766.846 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip642)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  218.214,87.9763 734.578,87.9763 \n",
       "  \"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"1828.01\" y1=\"1461.72\" x2=\"1828.01\" y2=\"1429.72\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"2290.58\" y1=\"1461.72\" x2=\"2290.58\" y2=\"1429.72\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"1626.88\" y1=\"782.846\" x2=\"1626.88\" y2=\"750.846\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"2130.57\" y1=\"782.846\" x2=\"2130.57\" y2=\"750.846\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"218.214\" y1=\"103.976\" x2=\"218.214\" y2=\"71.9763\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<line clip-path=\"url(#clip642)\" x1=\"734.578\" y1=\"103.976\" x2=\"734.578\" y2=\"71.9763\" style=\"stroke:#000000; stroke-width:3.2; stroke-opacity:1\"/>\n",
       "<circle clip-path=\"url(#clip642)\" cx=\"2059.3\" cy=\"1445.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip642)\" cx=\"1878.72\" cy=\"766.846\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip642)\" cx=\"476.396\" cy=\"87.9763\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dw = compare([m6_ll, m7_ll, m8_ll], :waic, mnames=[\"m6\", \"m7\", \"m8\"])\n",
    "scatter(reverse(dw.WAIC), reverse(dw.models); xerror=reverse(dw.SE))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f12a1212",
   "metadata": {},
   "source": [
    "Code 7.30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "a47747c2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7.034765844799374"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "waic_m6_6 = waic(m6_ll, pointwise=true).WAIC\n",
    "waic_m6_8 = waic(m8_ll, pointwise=true).WAIC\n",
    "diff_m6_68 = waic_m6_6 - waic_m6_8\n",
    "sqrt(n*StatisticalRethinking.var2(diff_m6_68))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb8eb882",
   "metadata": {},
   "source": [
    "Code 7.31\n",
    "\n",
    "Current version of `StatisticalRethinking.compare` doesn't calculate pairwise error. You should use above logic to get values not returned in `compare` result."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8197949",
   "metadata": {},
   "source": [
    "Code 7.32"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "53562303",
   "metadata": {},
   "outputs": [],
   "source": [
    "Random.seed!(1)\n",
    "d = DataFrame(CSV.File(\"data/WaffleDivorce.csv\"))\n",
    "d[!,:D] = standardize(ZScoreTransform, d.Divorce)\n",
    "d[!,:M] = standardize(ZScoreTransform, d.Marriage)\n",
    "d[!,:A] = standardize(ZScoreTransform, d.MedianAgeMarriage)\n",
    "\n",
    "@model function model_m5_1(A, D)\n",
    "    σ ~ Exponential(1)\n",
    "    a ~ Normal(0, 0.2)\n",
    "    bA ~ Normal(0, 0.5)\n",
    "    μ = @. a + bA * A\n",
    "    D ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m5_1 = sample(model_m5_1(d.A, d.D), NUTS(), 1000)\n",
    "m5_1_df = DataFrame(m5_1)\n",
    "\n",
    "@model function model_m5_2(M, D)\n",
    "    σ ~ Exponential(1)\n",
    "    a ~ Normal(0, 0.2)\n",
    "    bM ~ Normal(0, 0.5)\n",
    "    μ = @. a + bM * M\n",
    "    D ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m5_2 = sample(model_m5_2(d.M, d.D), NUTS(), 1000)\n",
    "m5_2_df = DataFrame(m5_2);\n",
    "\n",
    "@model function model_m5_3(A, M, D)\n",
    "    σ ~ Exponential(1)\n",
    "    a ~ Normal(0, 0.2)\n",
    "    bA ~ Normal(0, 0.5)\n",
    "    bM ~ Normal(0, 0.5)\n",
    "    μ = @. a + bA * A + bM * M\n",
    "    D ~ MvNormal(μ, σ)\n",
    "end\n",
    "\n",
    "m5_3 = sample(model_m5_3(d.A, d.M, d.D), NUTS(), 1000)\n",
    "m5_3_df = DataFrame(m5_3);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "dedfd188",
   "metadata": {},
   "outputs": [],
   "source": [
    "fun = (r, (x,y)) -> normlogpdf(r.a + r.bA * x, r.σ, y)\n",
    "m5_1_ll = link(m5_1_df, fun, zip(d.A, d.D));\n",
    "m5_1_ll = hcat(m5_1_ll...)\n",
    "\n",
    "fun = (r, (x,y)) -> normlogpdf(r.a + r.bM * x, r.σ, y)\n",
    "m5_2_ll = link(m5_2_df, fun, zip(d.M, d.D));\n",
    "m5_2_ll = hcat(m5_2_ll...)\n",
    "\n",
    "fun = (r, (a,m,y)) -> normlogpdf(r.a + r.bA * a + r.bM * m, r.σ, y)\n",
    "m5_3_ll = link(m5_3_df, fun, zip(d.A, d.M, d.D));\n",
    "m5_3_ll = hcat(m5_3_ll...);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61435c74",
   "metadata": {},
   "source": [
    "Code 7.33"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "6732e438",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"data-frame\"><p>3 rows × 8 columns</p><table class=\"data-frame\"><thead><tr><th></th><th>models</th><th>PSIS</th><th>lppd</th><th>SE</th><th>dPSIS</th><th>dSE</th><th>pPSIS</th><th>weight</th></tr><tr><th></th><th title=\"String\">String</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th></tr></thead><tbody><tr><th>1</th><td>m5.1</td><td>125.2</td><td>118.43</td><td>12.29</td><td>0.0</td><td>0.0</td><td>3.62</td><td>0.69</td></tr><tr><th>2</th><td>m5.3</td><td>126.8</td><td>118.12</td><td>12.21</td><td>1.6</td><td>0.71</td><td>4.68</td><td>0.31</td></tr><tr><th>3</th><td>m5.2</td><td>138.7</td><td>133.38</td><td>9.7</td><td>13.5</td><td>8.85</td><td>2.88</td><td>0.0</td></tr></tbody></table></div>"
      ],
      "text/latex": [
       "\\begin{tabular}{r|cccccccc}\n",
       "\t& models & PSIS & lppd & SE & dPSIS & dSE & pPSIS & weight\\\\\n",
       "\t\\hline\n",
       "\t& String & Float64 & Float64 & Float64 & Float64 & Float64 & Float64 & Float64\\\\\n",
       "\t\\hline\n",
       "\t1 & m5.1 & 125.2 & 118.43 & 12.29 & 0.0 & 0.0 & 3.62 & 0.69 \\\\\n",
       "\t2 & m5.3 & 126.8 & 118.12 & 12.21 & 1.6 & 0.71 & 4.68 & 0.31 \\\\\n",
       "\t3 & m5.2 & 138.7 & 133.38 & 9.7 & 13.5 & 8.85 & 2.88 & 0.0 \\\\\n",
       "\\end{tabular}\n"
      ],
      "text/plain": [
       "\u001b[1m3×8 DataFrame\u001b[0m\n",
       "\u001b[1m Row \u001b[0m│\u001b[1m models \u001b[0m\u001b[1m PSIS    \u001b[0m\u001b[1m lppd    \u001b[0m\u001b[1m SE      \u001b[0m\u001b[1m dPSIS   \u001b[0m\u001b[1m dSE     \u001b[0m\u001b[1m pPSIS   \u001b[0m\u001b[1m weight  \u001b[0m\n",
       "\u001b[1m     \u001b[0m│\u001b[90m String \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n",
       "─────┼───────────────────────────────────────────────────────────────────────\n",
       "   1 │ m5.1      125.2   118.43    12.29      0.0     0.0      3.62     0.69\n",
       "   2 │ m5.3      126.8   118.12    12.21      1.6     0.71     4.68     0.31\n",
       "   3 │ m5.2      138.7   133.38     9.7      13.5     8.85     2.88     0.0"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "compare([m5_1_ll, m5_2_ll, m5_3_ll], :psis, mnames=[\"m5.1\", \"m5.2\", \"m5.3\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f19755f3",
   "metadata": {},
   "source": [
    "Code 7.34"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "3829ce13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip680\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip680)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip681\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip680)\" d=\"\n",
       "M219.38 1423.18 L2352.76 1423.18 L2352.76 123.472 L219.38 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip682\">\n",
       "    <rect x=\"219\" y=\"123\" width=\"2134\" height=\"1301\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  339.894,1423.18 339.894,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  665.308,1423.18 665.308,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  990.722,1423.18 990.722,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1316.14,1423.18 1316.14,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1641.55,1423.18 1641.55,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1966.96,1423.18 1966.96,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2292.38,1423.18 2292.38,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,1423.18 2352.76,1423.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  339.894,1423.18 339.894,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  665.308,1423.18 665.308,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  990.722,1423.18 990.722,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1316.14,1423.18 1316.14,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1641.55,1423.18 1641.55,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1966.96,1423.18 1966.96,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2292.38,1423.18 2292.38,1404.28 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip680)\" d=\"M287.036 1468.75 L316.712 1468.75 L316.712 1472.69 L287.036 1472.69 L287.036 1468.75 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M336.804 1454.1 Q333.193 1454.1 331.364 1457.66 Q329.559 1461.2 329.559 1468.33 Q329.559 1475.44 331.364 1479.01 Q333.193 1482.55 336.804 1482.55 Q340.438 1482.55 342.244 1479.01 Q344.072 1475.44 344.072 1468.33 Q344.072 1461.2 342.244 1457.66 Q340.438 1454.1 336.804 1454.1 M336.804 1450.39 Q342.614 1450.39 345.67 1455 Q348.748 1459.58 348.748 1468.33 Q348.748 1477.06 345.67 1481.67 Q342.614 1486.25 336.804 1486.25 Q330.994 1486.25 327.915 1481.67 Q324.86 1477.06 324.86 1468.33 Q324.86 1459.58 327.915 1455 Q330.994 1450.39 336.804 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M356.966 1479.7 L361.85 1479.7 L361.85 1485.58 L356.966 1485.58 L356.966 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M372.845 1481.64 L380.484 1481.64 L380.484 1455.28 L372.174 1456.95 L372.174 1452.69 L380.438 1451.02 L385.114 1451.02 L385.114 1481.64 L392.753 1481.64 L392.753 1485.58 L372.845 1485.58 L372.845 1481.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M642.693 1454.1 Q639.081 1454.1 637.253 1457.66 Q635.447 1461.2 635.447 1468.33 Q635.447 1475.44 637.253 1479.01 Q639.081 1482.55 642.693 1482.55 Q646.327 1482.55 648.132 1479.01 Q649.961 1475.44 649.961 1468.33 Q649.961 1461.2 648.132 1457.66 Q646.327 1454.1 642.693 1454.1 M642.693 1450.39 Q648.503 1450.39 651.558 1455 Q654.637 1459.58 654.637 1468.33 Q654.637 1477.06 651.558 1481.67 Q648.503 1486.25 642.693 1486.25 Q636.882 1486.25 633.804 1481.67 Q630.748 1477.06 630.748 1468.33 Q630.748 1459.58 633.804 1455 Q636.882 1450.39 642.693 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M662.854 1479.7 L667.739 1479.7 L667.739 1485.58 L662.854 1485.58 L662.854 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M687.924 1454.1 Q684.313 1454.1 682.484 1457.66 Q680.678 1461.2 680.678 1468.33 Q680.678 1475.44 682.484 1479.01 Q684.313 1482.55 687.924 1482.55 Q691.558 1482.55 693.364 1479.01 Q695.192 1475.44 695.192 1468.33 Q695.192 1461.2 693.364 1457.66 Q691.558 1454.1 687.924 1454.1 M687.924 1450.39 Q693.734 1450.39 696.789 1455 Q699.868 1459.58 699.868 1468.33 Q699.868 1477.06 696.789 1481.67 Q693.734 1486.25 687.924 1486.25 Q682.114 1486.25 679.035 1481.67 Q675.979 1477.06 675.979 1468.33 Q675.979 1459.58 679.035 1455 Q682.114 1450.39 687.924 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M968.72 1454.1 Q965.109 1454.1 963.28 1457.66 Q961.474 1461.2 961.474 1468.33 Q961.474 1475.44 963.28 1479.01 Q965.109 1482.55 968.72 1482.55 Q972.354 1482.55 974.16 1479.01 Q975.988 1475.44 975.988 1468.33 Q975.988 1461.2 974.16 1457.66 Q972.354 1454.1 968.72 1454.1 M968.72 1450.39 Q974.53 1450.39 977.585 1455 Q980.664 1459.58 980.664 1468.33 Q980.664 1477.06 977.585 1481.67 Q974.53 1486.25 968.72 1486.25 Q962.91 1486.25 959.831 1481.67 Q956.775 1477.06 956.775 1468.33 Q956.775 1459.58 959.831 1455 Q962.91 1450.39 968.72 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M988.882 1479.7 L993.766 1479.7 L993.766 1485.58 L988.882 1485.58 L988.882 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1004.76 1481.64 L1012.4 1481.64 L1012.4 1455.28 L1004.09 1456.95 L1004.09 1452.69 L1012.35 1451.02 L1017.03 1451.02 L1017.03 1481.64 L1024.67 1481.64 L1024.67 1485.58 L1004.76 1485.58 L1004.76 1481.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1294.32 1454.1 Q1290.71 1454.1 1288.88 1457.66 Q1287.07 1461.2 1287.07 1468.33 Q1287.07 1475.44 1288.88 1479.01 Q1290.71 1482.55 1294.32 1482.55 Q1297.95 1482.55 1299.76 1479.01 Q1301.59 1475.44 1301.59 1468.33 Q1301.59 1461.2 1299.76 1457.66 Q1297.95 1454.1 1294.32 1454.1 M1294.32 1450.39 Q1300.13 1450.39 1303.18 1455 Q1306.26 1459.58 1306.26 1468.33 Q1306.26 1477.06 1303.18 1481.67 Q1300.13 1486.25 1294.32 1486.25 Q1288.51 1486.25 1285.43 1481.67 Q1282.37 1477.06 1282.37 1468.33 Q1282.37 1459.58 1285.43 1455 Q1288.51 1450.39 1294.32 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1314.48 1479.7 L1319.36 1479.7 L1319.36 1485.58 L1314.48 1485.58 L1314.48 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1333.58 1481.64 L1349.9 1481.64 L1349.9 1485.58 L1327.95 1485.58 L1327.95 1481.64 Q1330.61 1478.89 1335.2 1474.26 Q1339.8 1469.61 1340.99 1468.27 Q1343.23 1465.74 1344.11 1464.01 Q1345.01 1462.25 1345.01 1460.56 Q1345.01 1457.8 1343.07 1456.07 Q1341.15 1454.33 1338.05 1454.33 Q1335.85 1454.33 1333.39 1455.09 Q1330.96 1455.86 1328.18 1457.41 L1328.18 1452.69 Q1331.01 1451.55 1333.46 1450.97 Q1335.92 1450.39 1337.95 1450.39 Q1343.32 1450.39 1346.52 1453.08 Q1349.71 1455.77 1349.71 1460.26 Q1349.71 1462.39 1348.9 1464.31 Q1348.11 1466.2 1346.01 1468.8 Q1345.43 1469.47 1342.33 1472.69 Q1339.23 1475.88 1333.58 1481.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1619.26 1454.1 Q1615.65 1454.1 1613.82 1457.66 Q1612.01 1461.2 1612.01 1468.33 Q1612.01 1475.44 1613.82 1479.01 Q1615.65 1482.55 1619.26 1482.55 Q1622.89 1482.55 1624.7 1479.01 Q1626.53 1475.44 1626.53 1468.33 Q1626.53 1461.2 1624.7 1457.66 Q1622.89 1454.1 1619.26 1454.1 M1619.26 1450.39 Q1625.07 1450.39 1628.12 1455 Q1631.2 1459.58 1631.2 1468.33 Q1631.2 1477.06 1628.12 1481.67 Q1625.07 1486.25 1619.26 1486.25 Q1613.45 1486.25 1610.37 1481.67 Q1607.31 1477.06 1607.31 1468.33 Q1607.31 1459.58 1610.37 1455 Q1613.45 1450.39 1619.26 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1639.42 1479.7 L1644.3 1479.7 L1644.3 1485.58 L1639.42 1485.58 L1639.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1668.66 1466.95 Q1672.01 1467.66 1673.89 1469.93 Q1675.79 1472.2 1675.79 1475.53 Q1675.79 1480.65 1672.27 1483.45 Q1668.75 1486.25 1662.27 1486.25 Q1660.09 1486.25 1657.78 1485.81 Q1655.48 1485.39 1653.03 1484.54 L1653.03 1480.02 Q1654.98 1481.16 1657.29 1481.74 Q1659.61 1482.32 1662.13 1482.32 Q1666.53 1482.32 1668.82 1480.58 Q1671.13 1478.84 1671.13 1475.53 Q1671.13 1472.48 1668.98 1470.77 Q1666.85 1469.03 1663.03 1469.03 L1659 1469.03 L1659 1465.19 L1663.22 1465.19 Q1666.67 1465.19 1668.49 1463.82 Q1670.32 1462.43 1670.32 1459.84 Q1670.32 1457.18 1668.42 1455.77 Q1666.55 1454.33 1663.03 1454.33 Q1661.11 1454.33 1658.91 1454.75 Q1656.71 1455.16 1654.07 1456.04 L1654.07 1451.88 Q1656.73 1451.14 1659.05 1450.77 Q1661.39 1450.39 1663.45 1450.39 Q1668.77 1450.39 1671.87 1452.83 Q1674.98 1455.23 1674.98 1459.35 Q1674.98 1462.22 1673.33 1464.21 Q1671.69 1466.18 1668.66 1466.95 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1944.1 1454.1 Q1940.49 1454.1 1938.67 1457.66 Q1936.86 1461.2 1936.86 1468.33 Q1936.86 1475.44 1938.67 1479.01 Q1940.49 1482.55 1944.1 1482.55 Q1947.74 1482.55 1949.54 1479.01 Q1951.37 1475.44 1951.37 1468.33 Q1951.37 1461.2 1949.54 1457.66 Q1947.74 1454.1 1944.1 1454.1 M1944.1 1450.39 Q1949.91 1450.39 1952.97 1455 Q1956.05 1459.58 1956.05 1468.33 Q1956.05 1477.06 1952.97 1481.67 Q1949.91 1486.25 1944.1 1486.25 Q1938.29 1486.25 1935.22 1481.67 Q1932.16 1477.06 1932.16 1468.33 Q1932.16 1459.58 1935.22 1455 Q1938.29 1450.39 1944.1 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1964.27 1479.7 L1969.15 1479.7 L1969.15 1485.58 L1964.27 1485.58 L1964.27 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1992.18 1455.09 L1980.38 1473.54 L1992.18 1473.54 L1992.18 1455.09 M1990.96 1451.02 L1996.84 1451.02 L1996.84 1473.54 L2001.77 1473.54 L2001.77 1477.43 L1996.84 1477.43 L1996.84 1485.58 L1992.18 1485.58 L1992.18 1477.43 L1976.58 1477.43 L1976.58 1472.92 L1990.96 1451.02 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M2270.26 1454.1 Q2266.65 1454.1 2264.82 1457.66 Q2263.01 1461.2 2263.01 1468.33 Q2263.01 1475.44 2264.82 1479.01 Q2266.65 1482.55 2270.26 1482.55 Q2273.89 1482.55 2275.7 1479.01 Q2277.53 1475.44 2277.53 1468.33 Q2277.53 1461.2 2275.7 1457.66 Q2273.89 1454.1 2270.26 1454.1 M2270.26 1450.39 Q2276.07 1450.39 2279.13 1455 Q2282.2 1459.58 2282.2 1468.33 Q2282.2 1477.06 2279.13 1481.67 Q2276.07 1486.25 2270.26 1486.25 Q2264.45 1486.25 2261.37 1481.67 Q2258.32 1477.06 2258.32 1468.33 Q2258.32 1459.58 2261.37 1455 Q2264.45 1450.39 2270.26 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M2290.42 1479.7 L2295.31 1479.7 L2295.31 1485.58 L2290.42 1485.58 L2290.42 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M2305.54 1451.02 L2323.89 1451.02 L2323.89 1454.96 L2309.82 1454.96 L2309.82 1463.43 Q2310.84 1463.08 2311.86 1462.92 Q2312.87 1462.73 2313.89 1462.73 Q2319.68 1462.73 2323.06 1465.9 Q2326.44 1469.08 2326.44 1474.49 Q2326.44 1480.07 2322.97 1483.17 Q2319.5 1486.25 2313.18 1486.25 Q2311 1486.25 2308.73 1485.88 Q2306.49 1485.51 2304.08 1484.77 L2304.08 1480.07 Q2306.16 1481.2 2308.38 1481.76 Q2310.61 1482.32 2313.08 1482.32 Q2317.09 1482.32 2319.43 1480.21 Q2321.76 1478.1 2321.76 1474.49 Q2321.76 1470.88 2319.43 1468.77 Q2317.09 1466.67 2313.08 1466.67 Q2311.21 1466.67 2309.33 1467.08 Q2307.48 1467.5 2305.54 1468.38 L2305.54 1451.02 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1081.94 1525.81 L1081.94 1543.66 L1090.02 1543.66 Q1094.51 1543.66 1096.96 1541.34 Q1099.41 1539.02 1099.41 1534.72 Q1099.41 1530.45 1096.96 1528.13 Q1094.51 1525.81 1090.02 1525.81 L1081.94 1525.81 M1075.51 1520.52 L1090.02 1520.52 Q1098.01 1520.52 1102.08 1524.15 Q1106.19 1527.75 1106.19 1534.72 Q1106.19 1541.75 1102.08 1545.35 Q1098.01 1548.95 1090.02 1548.95 L1081.94 1548.95 L1081.94 1568.04 L1075.51 1568.04 L1075.51 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1143.3 1522.08 L1143.3 1528.35 Q1139.64 1526.6 1136.39 1525.74 Q1133.15 1524.88 1130.12 1524.88 Q1124.87 1524.88 1122.01 1526.92 Q1119.18 1528.96 1119.18 1532.71 Q1119.18 1535.87 1121.05 1537.49 Q1122.96 1539.08 1128.25 1540.07 L1132.13 1540.86 Q1139.32 1542.23 1142.73 1545.7 Q1146.17 1549.14 1146.17 1554.93 Q1146.17 1561.84 1141.52 1565.4 Q1136.9 1568.97 1127.96 1568.97 Q1124.59 1568.97 1120.77 1568.2 Q1116.98 1567.44 1112.9 1565.94 L1112.9 1559.32 Q1116.82 1561.52 1120.58 1562.63 Q1124.33 1563.75 1127.96 1563.75 Q1133.47 1563.75 1136.46 1561.58 Q1139.45 1559.42 1139.45 1555.41 Q1139.45 1551.91 1137.29 1549.93 Q1135.15 1547.96 1130.25 1546.97 L1126.34 1546.21 Q1119.14 1544.78 1115.93 1541.72 Q1112.71 1538.67 1112.71 1533.22 Q1112.71 1526.92 1117.14 1523.29 Q1121.59 1519.66 1129.39 1519.66 Q1132.73 1519.66 1136.2 1520.27 Q1139.67 1520.87 1143.3 1522.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1156.19 1520.52 L1162.62 1520.52 L1162.62 1568.04 L1156.19 1568.04 L1156.19 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1203.9 1522.08 L1203.9 1528.35 Q1200.24 1526.6 1197 1525.74 Q1193.75 1524.88 1190.73 1524.88 Q1185.47 1524.88 1182.61 1526.92 Q1179.78 1528.96 1179.78 1532.71 Q1179.78 1535.87 1181.65 1537.49 Q1183.56 1539.08 1188.85 1540.07 L1192.73 1540.86 Q1199.92 1542.23 1203.33 1545.7 Q1206.77 1549.14 1206.77 1554.93 Q1206.77 1561.84 1202.12 1565.4 Q1197.51 1568.97 1188.56 1568.97 Q1185.19 1568.97 1181.37 1568.2 Q1177.58 1567.44 1173.51 1565.94 L1173.51 1559.32 Q1177.42 1561.52 1181.18 1562.63 Q1184.93 1563.75 1188.56 1563.75 Q1194.07 1563.75 1197.06 1561.58 Q1200.05 1559.42 1200.05 1555.41 Q1200.05 1551.91 1197.89 1549.93 Q1195.75 1547.96 1190.85 1546.97 L1186.94 1546.21 Q1179.74 1544.78 1176.53 1541.72 Q1173.32 1538.67 1173.32 1533.22 Q1173.32 1526.92 1177.74 1523.29 Q1182.2 1519.66 1189.99 1519.66 Q1193.34 1519.66 1196.8 1520.27 Q1200.27 1520.87 1203.9 1522.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1243.94 1525.81 L1243.94 1543.66 L1252.03 1543.66 Q1256.52 1543.66 1258.97 1541.34 Q1261.42 1539.02 1261.42 1534.72 Q1261.42 1530.45 1258.97 1528.13 Q1256.52 1525.81 1252.03 1525.81 L1243.94 1525.81 M1237.51 1520.52 L1252.03 1520.52 Q1260.02 1520.52 1264.09 1524.15 Q1268.2 1527.75 1268.2 1534.72 Q1268.2 1541.75 1264.09 1545.35 Q1260.02 1548.95 1252.03 1548.95 L1243.94 1548.95 L1243.94 1568.04 L1237.51 1568.04 L1237.51 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1289.84 1550.12 Q1282.74 1550.12 1280 1551.75 Q1277.27 1553.37 1277.27 1557.29 Q1277.27 1560.4 1279.3 1562.25 Q1281.37 1564.07 1284.91 1564.07 Q1289.78 1564.07 1292.7 1560.63 Q1295.66 1557.16 1295.66 1551.43 L1295.66 1550.12 L1289.84 1550.12 M1301.52 1547.71 L1301.52 1568.04 L1295.66 1568.04 L1295.66 1562.63 Q1293.66 1565.88 1290.67 1567.44 Q1287.68 1568.97 1283.35 1568.97 Q1277.87 1568.97 1274.63 1565.91 Q1271.41 1562.82 1271.41 1557.67 Q1271.41 1551.65 1275.42 1548.6 Q1279.46 1545.54 1287.45 1545.54 L1295.66 1545.54 L1295.66 1544.97 Q1295.66 1540.93 1292.99 1538.73 Q1290.35 1536.5 1285.54 1536.5 Q1282.49 1536.5 1279.59 1537.23 Q1276.69 1537.97 1274.02 1539.43 L1274.02 1534.02 Q1277.24 1532.78 1280.26 1532.17 Q1283.28 1531.54 1286.15 1531.54 Q1293.88 1531.54 1297.7 1535.55 Q1301.52 1539.56 1301.52 1547.71 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1334.24 1537.87 Q1333.25 1537.3 1332.08 1537.04 Q1330.93 1536.76 1329.53 1536.76 Q1324.56 1536.76 1321.89 1540 Q1319.25 1543.22 1319.25 1549.27 L1319.25 1568.04 L1313.36 1568.04 L1313.36 1532.4 L1319.25 1532.4 L1319.25 1537.93 Q1321.1 1534.69 1324.06 1533.13 Q1327.02 1531.54 1331.25 1531.54 Q1331.85 1531.54 1332.59 1531.63 Q1333.32 1531.7 1334.21 1531.85 L1334.24 1537.87 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1369.44 1548.76 L1369.44 1551.62 L1342.52 1551.62 Q1342.9 1557.67 1346.14 1560.85 Q1349.42 1564 1355.25 1564 Q1358.62 1564 1361.77 1563.17 Q1364.96 1562.35 1368.07 1560.69 L1368.07 1566.23 Q1364.92 1567.57 1361.61 1568.27 Q1358.3 1568.97 1354.9 1568.97 Q1346.37 1568.97 1341.37 1564 Q1336.4 1559.04 1336.4 1550.57 Q1336.4 1541.82 1341.12 1536.69 Q1345.86 1531.54 1353.88 1531.54 Q1361.07 1531.54 1365.24 1536.18 Q1369.44 1540.8 1369.44 1548.76 M1363.59 1547.04 Q1363.52 1542.23 1360.88 1539.37 Q1358.27 1536.5 1353.94 1536.5 Q1349.04 1536.5 1346.08 1539.27 Q1343.15 1542.04 1342.71 1547.07 L1363.59 1547.04 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1384.85 1522.27 L1384.85 1532.4 L1396.91 1532.4 L1396.91 1536.95 L1384.85 1536.95 L1384.85 1556.3 Q1384.85 1560.66 1386.03 1561.9 Q1387.24 1563.14 1390.9 1563.14 L1396.91 1563.14 L1396.91 1568.04 L1390.9 1568.04 Q1384.12 1568.04 1381.54 1565.53 Q1378.96 1562.98 1378.96 1556.3 L1378.96 1536.95 L1374.66 1536.95 L1374.66 1532.4 L1378.96 1532.4 L1378.96 1522.27 L1384.85 1522.27 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1418.43 1536.5 Q1413.72 1536.5 1410.98 1540.19 Q1408.24 1543.85 1408.24 1550.25 Q1408.24 1556.65 1410.95 1560.34 Q1413.68 1564 1418.43 1564 Q1423.11 1564 1425.84 1560.31 Q1428.58 1556.62 1428.58 1550.25 Q1428.58 1543.92 1425.84 1540.23 Q1423.11 1536.5 1418.43 1536.5 M1418.43 1531.54 Q1426.07 1531.54 1430.43 1536.5 Q1434.79 1541.47 1434.79 1550.25 Q1434.79 1559 1430.43 1564 Q1426.07 1568.97 1418.43 1568.97 Q1410.76 1568.97 1406.4 1564 Q1402.07 1559 1402.07 1550.25 Q1402.07 1541.47 1406.4 1536.5 Q1410.76 1531.54 1418.43 1531.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1464.99 1518.52 L1470.88 1518.52 L1470.88 1547.77 L1488.35 1532.4 L1495.83 1532.4 L1476.93 1549.07 L1496.63 1568.04 L1488.99 1568.04 L1470.88 1550.63 L1470.88 1568.04 L1464.99 1568.04 L1464.99 1518.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  219.38,1393.48 2352.76,1393.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  219.38,1035.6 2352.76,1035.6 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  219.38,677.729 2352.76,677.729 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  219.38,319.855 2352.76,319.855 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,1423.18 219.38,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,1393.48 238.278,1393.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,1035.6 238.278,1035.6 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,677.729 238.278,677.729 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip680)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  219.38,319.855 238.278,319.855 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip680)\" d=\"M126.205 1379.28 Q122.593 1379.28 120.765 1382.84 Q118.959 1386.38 118.959 1393.51 Q118.959 1400.62 120.765 1404.18 Q122.593 1407.72 126.205 1407.72 Q129.839 1407.72 131.644 1404.18 Q133.473 1400.62 133.473 1393.51 Q133.473 1386.38 131.644 1382.84 Q129.839 1379.28 126.205 1379.28 M126.205 1375.57 Q132.015 1375.57 135.07 1380.18 Q138.149 1384.76 138.149 1393.51 Q138.149 1402.24 135.07 1406.84 Q132.015 1411.43 126.205 1411.43 Q120.394 1411.43 117.316 1406.84 Q114.26 1402.24 114.26 1393.51 Q114.26 1384.76 117.316 1380.18 Q120.394 1375.57 126.205 1375.57 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M146.366 1404.88 L151.251 1404.88 L151.251 1410.76 L146.366 1410.76 L146.366 1404.88 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M171.436 1379.28 Q167.825 1379.28 165.996 1382.84 Q164.19 1386.38 164.19 1393.51 Q164.19 1400.62 165.996 1404.18 Q167.825 1407.72 171.436 1407.72 Q175.07 1407.72 176.876 1404.18 Q178.704 1400.62 178.704 1393.51 Q178.704 1386.38 176.876 1382.84 Q175.07 1379.28 171.436 1379.28 M171.436 1375.57 Q177.246 1375.57 180.301 1380.18 Q183.38 1384.76 183.38 1393.51 Q183.38 1402.24 180.301 1406.84 Q177.246 1411.43 171.436 1411.43 Q165.626 1411.43 162.547 1406.84 Q159.491 1402.24 159.491 1393.51 Q159.491 1384.76 162.547 1380.18 Q165.626 1375.57 171.436 1375.57 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M127.2 1021.4 Q123.589 1021.4 121.76 1024.97 Q119.955 1028.51 119.955 1035.64 Q119.955 1042.74 121.76 1046.31 Q123.589 1049.85 127.2 1049.85 Q130.834 1049.85 132.64 1046.31 Q134.468 1042.74 134.468 1035.64 Q134.468 1028.51 132.64 1024.97 Q130.834 1021.4 127.2 1021.4 M127.2 1017.7 Q133.01 1017.7 136.066 1022.3 Q139.144 1026.89 139.144 1035.64 Q139.144 1044.36 136.066 1048.97 Q133.01 1053.55 127.2 1053.55 Q121.39 1053.55 118.311 1048.97 Q115.256 1044.36 115.256 1035.64 Q115.256 1026.89 118.311 1022.3 Q121.39 1017.7 127.2 1017.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M147.362 1047 L152.246 1047 L152.246 1052.88 L147.362 1052.88 L147.362 1047 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M162.477 1018.32 L180.834 1018.32 L180.834 1022.26 L166.76 1022.26 L166.76 1030.73 Q167.778 1030.38 168.797 1030.22 Q169.815 1030.04 170.834 1030.04 Q176.621 1030.04 180.001 1033.21 Q183.38 1036.38 183.38 1041.79 Q183.38 1047.37 179.908 1050.48 Q176.436 1053.55 170.116 1053.55 Q167.94 1053.55 165.672 1053.18 Q163.427 1052.81 161.019 1052.07 L161.019 1047.37 Q163.102 1048.51 165.325 1049.06 Q167.547 1049.62 170.024 1049.62 Q174.028 1049.62 176.366 1047.51 Q178.704 1045.41 178.704 1041.79 Q178.704 1038.18 176.366 1036.08 Q174.028 1033.97 170.024 1033.97 Q168.149 1033.97 166.274 1034.39 Q164.422 1034.8 162.477 1035.68 L162.477 1018.32 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M117.015 691.074 L124.654 691.074 L124.654 664.708 L116.343 666.375 L116.343 662.116 L124.607 660.449 L129.283 660.449 L129.283 691.074 L136.922 691.074 L136.922 695.009 L117.015 695.009 L117.015 691.074 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M146.366 689.129 L151.251 689.129 L151.251 695.009 L146.366 695.009 L146.366 689.129 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M171.436 663.528 Q167.825 663.528 165.996 667.093 Q164.19 670.634 164.19 677.764 Q164.19 684.87 165.996 688.435 Q167.825 691.977 171.436 691.977 Q175.07 691.977 176.876 688.435 Q178.704 684.87 178.704 677.764 Q178.704 670.634 176.876 667.093 Q175.07 663.528 171.436 663.528 M171.436 659.824 Q177.246 659.824 180.301 664.431 Q183.38 669.014 183.38 677.764 Q183.38 686.491 180.301 691.097 Q177.246 695.68 171.436 695.68 Q165.626 695.68 162.547 691.097 Q159.491 686.491 159.491 677.764 Q159.491 669.014 162.547 664.431 Q165.626 659.824 171.436 659.824 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M118.01 333.2 L125.649 333.2 L125.649 306.835 L117.339 308.501 L117.339 304.242 L125.603 302.575 L130.279 302.575 L130.279 333.2 L137.917 333.2 L137.917 337.135 L118.01 337.135 L118.01 333.2 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M147.362 331.256 L152.246 331.256 L152.246 337.135 L147.362 337.135 L147.362 331.256 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M162.477 302.575 L180.834 302.575 L180.834 306.51 L166.76 306.51 L166.76 314.983 Q167.778 314.635 168.797 314.473 Q169.815 314.288 170.834 314.288 Q176.621 314.288 180.001 317.459 Q183.38 320.631 183.38 326.047 Q183.38 331.626 179.908 334.728 Q176.436 337.807 170.116 337.807 Q167.94 337.807 165.672 337.436 Q163.427 337.066 161.019 336.325 L161.019 331.626 Q163.102 332.76 165.325 333.316 Q167.547 333.871 170.024 333.871 Q174.028 333.871 176.366 331.765 Q178.704 329.658 178.704 326.047 Q178.704 322.436 176.366 320.33 Q174.028 318.223 170.024 318.223 Q168.149 318.223 166.274 318.64 Q164.422 319.057 162.477 319.936 L162.477 302.575 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M16.4842 989.235 L16.4842 982.742 L56.6518 972.748 L16.4842 962.785 L16.4842 955.56 L56.6518 945.566 L16.4842 935.604 L16.4842 929.079 L64.0042 941.015 L64.0042 949.099 L22.7544 959.125 L64.0042 969.247 L64.0042 977.331 L16.4842 989.235 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M22.818 908.231 L46.4666 916.952 L46.4666 899.478 L22.818 908.231 M16.4842 911.86 L16.4842 904.571 L64.0042 886.461 L64.0042 893.144 L51.8138 897.473 L51.8138 918.894 L64.0042 923.222 L64.0042 930.002 L16.4842 911.86 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M16.4842 879.522 L16.4842 873.093 L64.0042 873.093 L64.0042 879.522 L16.4842 879.522 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M20.1444 824.713 L26.9239 824.713 Q23.9002 827.96 22.4043 831.652 Q20.9083 835.312 20.9083 839.45 Q20.9083 847.598 25.9054 851.927 Q30.8707 856.255 40.2919 856.255 Q49.6813 856.255 54.6784 851.927 Q59.6436 847.598 59.6436 839.45 Q59.6436 835.312 58.1477 831.652 Q56.6518 827.96 53.6281 824.713 L60.3439 824.713 Q62.6355 828.087 63.7814 831.875 Q64.9272 835.63 64.9272 839.832 Q64.9272 850.622 58.3387 856.828 Q51.7183 863.035 40.2919 863.035 Q28.8336 863.035 22.2451 856.828 Q15.6248 850.622 15.6248 839.832 Q15.6248 835.567 16.7706 831.811 Q17.8846 828.023 20.1444 824.713 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M58.657 788.651 L77.5631 788.651 L77.5631 794.54 L28.3562 794.54 L28.3562 788.651 L33.7671 788.651 Q30.5842 786.805 29.0564 784.004 Q27.4968 781.172 27.4968 777.257 Q27.4968 770.764 32.6531 766.722 Q37.8093 762.648 46.212 762.648 Q54.6147 762.648 59.771 766.722 Q64.9272 770.764 64.9272 777.257 Q64.9272 781.172 63.3994 784.004 Q61.8398 786.805 58.657 788.651 M46.212 768.727 Q39.7508 768.727 36.0905 771.4 Q32.3984 774.042 32.3984 778.689 Q32.3984 783.336 36.0905 786.01 Q39.7508 788.651 46.212 788.651 Q52.6732 788.651 56.3653 786.01 Q60.0256 783.336 60.0256 778.689 Q60.0256 774.042 56.3653 771.4 Q52.6732 768.727 46.212 768.727 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M44.7161 722.448 L47.5806 722.448 L47.5806 749.375 Q53.6281 748.993 56.8109 745.747 Q59.9619 742.468 59.9619 736.644 Q59.9619 733.27 59.1344 730.119 Q58.3069 726.936 56.6518 723.817 L62.1899 723.817 Q63.5267 726.968 64.227 730.278 Q64.9272 733.588 64.9272 736.994 Q64.9272 745.524 59.9619 750.521 Q54.9967 755.486 46.5303 755.486 Q37.7774 755.486 32.6531 750.775 Q27.4968 746.033 27.4968 738.012 Q27.4968 730.819 32.1438 726.649 Q36.7589 722.448 44.7161 722.448 M42.9973 728.305 Q38.1912 728.368 35.3266 731.01 Q32.4621 733.62 32.4621 737.949 Q32.4621 742.85 35.2312 745.81 Q38.0002 748.738 43.0292 749.184 L42.9973 728.305 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M42.4881 683.203 L64.0042 683.203 L64.0042 689.06 L42.679 689.06 Q37.6183 689.06 35.1038 691.033 Q32.5894 693.007 32.5894 696.953 Q32.5894 701.696 35.6131 704.433 Q38.6368 707.17 43.8567 707.17 L64.0042 707.17 L64.0042 713.059 L28.3562 713.059 L28.3562 707.17 L33.8944 707.17 Q30.6797 705.07 29.0883 702.237 Q27.4968 699.372 27.4968 695.648 Q27.4968 689.506 31.3163 686.355 Q35.1038 683.203 42.4881 683.203 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M46.0847 655.322 Q46.0847 662.419 47.7079 665.157 Q49.3312 667.894 53.2461 667.894 Q56.3653 667.894 58.2114 665.857 Q60.0256 663.788 60.0256 660.255 Q60.0256 655.385 56.5881 652.457 Q53.1188 649.497 47.3897 649.497 L46.0847 649.497 L46.0847 655.322 M43.6657 643.641 L64.0042 643.641 L64.0042 649.497 L58.5933 649.497 Q61.8398 651.502 63.3994 654.494 Q64.9272 657.486 64.9272 661.815 Q64.9272 667.289 61.8716 670.536 Q58.7843 673.75 53.6281 673.75 Q47.6125 673.75 44.5569 669.74 Q41.5014 665.698 41.5014 657.709 L41.5014 649.497 L40.9285 649.497 Q36.8862 649.497 34.6901 652.171 Q32.4621 654.812 32.4621 659.619 Q32.4621 662.674 33.1941 665.57 Q33.9262 668.467 35.3903 671.14 L29.9795 671.14 Q28.7381 667.926 28.1334 664.902 Q27.4968 661.878 27.4968 659.014 Q27.4968 651.279 31.5072 647.46 Q35.5176 643.641 43.6657 643.641 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M14.479 631.578 L14.479 625.721 L64.0042 625.721 L64.0042 631.578 L14.479 631.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M18.2347 607.674 L28.3562 607.674 L28.3562 595.611 L32.9077 595.611 L32.9077 607.674 L52.2594 607.674 Q56.6199 607.674 57.8613 606.497 Q59.1026 605.287 59.1026 601.627 L59.1026 595.611 L64.0042 595.611 L64.0042 601.627 Q64.0042 608.406 61.4897 610.985 Q58.9434 613.563 52.2594 613.563 L32.9077 613.563 L32.9077 617.86 L28.3562 617.86 L28.3562 613.563 L18.2347 613.563 L18.2347 607.674 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M67.3143 573.077 Q73.68 575.559 75.6216 577.915 Q77.5631 580.27 77.5631 584.217 L77.5631 588.896 L72.6615 588.896 L72.6615 585.458 Q72.6615 583.039 71.5157 581.702 Q70.3699 580.366 66.1048 578.742 L63.4312 577.692 L28.3562 592.11 L28.3562 585.904 L56.238 574.764 L28.3562 563.624 L28.3562 557.417 L67.3143 573.077 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M852.095 63.9476 L852.095 47.7034 L838.727 47.7034 L838.727 40.9789 L860.196 40.9789 L860.196 66.9452 Q855.457 70.3075 849.745 72.0494 Q844.033 73.7508 837.552 73.7508 Q823.374 73.7508 815.353 65.4869 Q807.373 57.1826 807.373 42.3968 Q807.373 27.5705 815.353 19.3066 Q823.374 11.0023 837.552 11.0023 Q843.466 11.0023 848.773 12.4606 Q854.12 13.9189 858.617 16.7545 L858.617 25.464 Q854.08 21.6156 848.975 19.6712 Q843.871 17.7268 838.241 17.7268 Q827.141 17.7268 821.551 23.9246 Q816.001 30.1225 816.001 42.3968 Q816.001 54.6305 821.551 60.8284 Q827.141 67.0263 838.241 67.0263 Q842.575 67.0263 845.978 66.2971 Q849.381 65.5274 852.095 63.9476 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M895.439 49.7694 Q886.406 49.7694 882.922 51.8354 Q879.438 53.9013 879.438 58.8839 Q879.438 62.8538 882.031 65.2034 Q884.664 67.5124 889.16 67.5124 Q895.358 67.5124 899.085 63.1374 Q902.852 58.7219 902.852 51.4303 L902.852 49.7694 L895.439 49.7694 M910.306 46.6907 L910.306 72.576 L902.852 72.576 L902.852 65.6895 Q900.3 69.8214 896.493 71.8063 Q892.685 73.7508 887.175 73.7508 Q880.208 73.7508 876.076 69.8619 Q871.985 65.9325 871.985 59.3701 Q871.985 51.7138 877.089 47.825 Q882.233 43.9361 892.401 43.9361 L902.852 43.9361 L902.852 43.2069 Q902.852 38.0623 899.45 35.2672 Q896.087 32.4315 889.971 32.4315 Q886.082 32.4315 882.395 33.3632 Q878.709 34.295 875.306 36.1584 L875.306 29.2718 Q879.398 27.692 883.246 26.9223 Q887.094 26.1121 890.74 26.1121 Q900.584 26.1121 905.445 31.2163 Q910.306 36.3204 910.306 46.6907 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M924.889 54.671 L924.889 27.2059 L932.343 27.2059 L932.343 54.3874 Q932.343 60.8284 934.855 64.0691 Q937.366 67.2693 942.389 67.2693 Q948.425 67.2693 951.909 63.421 Q955.433 59.5726 955.433 52.9291 L955.433 27.2059 L962.887 27.2059 L962.887 72.576 L955.433 72.576 L955.433 65.6084 Q952.719 69.7404 949.114 71.7658 Q945.549 73.7508 940.809 73.7508 Q932.991 73.7508 928.94 68.8897 Q924.889 64.0286 924.889 54.671 M943.645 26.1121 L943.645 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1007.16 28.5427 L1007.16 35.5912 Q1004 33.9709 1000.6 33.1607 Q997.198 32.3505 993.552 32.3505 Q988.002 32.3505 985.207 34.0519 Q982.453 35.7533 982.453 39.156 Q982.453 41.7486 984.438 43.2475 Q986.423 44.7058 992.418 46.0426 L994.97 46.6097 Q1002.91 48.3111 1006.23 51.4303 Q1009.59 54.509 1009.59 60.0587 Q1009.59 66.3781 1004.57 70.0644 Q999.588 73.7508 990.838 73.7508 Q987.192 73.7508 983.222 73.0216 Q979.293 72.3329 974.918 70.9151 L974.918 63.2184 Q979.05 65.3654 983.06 66.4591 Q987.071 67.5124 991 67.5124 Q996.266 67.5124 999.102 65.73 Q1001.94 63.9071 1001.94 60.6258 Q1001.94 57.5877 999.872 55.9673 Q997.846 54.3469 990.919 52.8481 L988.327 52.2405 Q981.4 50.7821 978.321 47.7845 Q975.242 44.7463 975.242 39.4801 Q975.242 33.0797 979.779 29.5959 Q984.316 26.1121 992.661 26.1121 Q996.793 26.1121 1000.44 26.7198 Q1004.08 27.3274 1007.16 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1050.39 28.5427 L1050.39 35.5912 Q1047.23 33.9709 1043.82 33.1607 Q1040.42 32.3505 1036.78 32.3505 Q1031.23 32.3505 1028.43 34.0519 Q1025.68 35.7533 1025.68 39.156 Q1025.68 41.7486 1027.66 43.2475 Q1029.65 44.7058 1035.64 46.0426 L1038.19 46.6097 Q1046.13 48.3111 1049.45 51.4303 Q1052.82 54.509 1052.82 60.0587 Q1052.82 66.3781 1047.79 70.0644 Q1042.81 73.7508 1034.06 73.7508 Q1030.42 73.7508 1026.45 73.0216 Q1022.52 72.3329 1018.14 70.9151 L1018.14 63.2184 Q1022.27 65.3654 1026.28 66.4591 Q1030.29 67.5124 1034.22 67.5124 Q1039.49 67.5124 1042.33 65.73 Q1045.16 63.9071 1045.16 60.6258 Q1045.16 57.5877 1043.09 55.9673 Q1041.07 54.3469 1034.14 52.8481 L1031.55 52.2405 Q1024.62 50.7821 1021.54 47.7845 Q1018.47 44.7463 1018.47 39.4801 Q1018.47 33.0797 1023 29.5959 Q1027.54 26.1121 1035.88 26.1121 Q1040.02 26.1121 1043.66 26.7198 Q1047.31 27.3274 1050.39 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1064.69 27.2059 L1072.14 27.2059 L1072.14 72.576 L1064.69 72.576 L1064.69 27.2059 M1064.69 9.54393 L1072.14 9.54393 L1072.14 18.9825 L1064.69 18.9825 L1064.69 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1108.35 49.7694 Q1099.32 49.7694 1095.84 51.8354 Q1092.35 53.9013 1092.35 58.8839 Q1092.35 62.8538 1094.95 65.2034 Q1097.58 67.5124 1102.08 67.5124 Q1108.27 67.5124 1112 63.1374 Q1115.77 58.7219 1115.77 51.4303 L1115.77 49.7694 L1108.35 49.7694 M1123.22 46.6907 L1123.22 72.576 L1115.77 72.576 L1115.77 65.6895 Q1113.22 69.8214 1109.41 71.8063 Q1105.6 73.7508 1100.09 73.7508 Q1093.12 73.7508 1088.99 69.8619 Q1084.9 65.9325 1084.9 59.3701 Q1084.9 51.7138 1090 47.825 Q1095.15 43.9361 1105.32 43.9361 L1115.77 43.9361 L1115.77 43.2069 Q1115.77 38.0623 1112.37 35.2672 Q1109 32.4315 1102.89 32.4315 Q1099 32.4315 1095.31 33.3632 Q1091.62 34.295 1088.22 36.1584 L1088.22 29.2718 Q1092.31 27.692 1096.16 26.9223 Q1100.01 26.1121 1103.66 26.1121 Q1113.5 26.1121 1118.36 31.2163 Q1123.22 36.3204 1123.22 46.6907 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1176.29 45.1919 L1176.29 72.576 L1168.83 72.576 L1168.83 45.4349 Q1168.83 38.994 1166.32 35.7938 Q1163.81 32.5936 1158.79 32.5936 Q1152.75 32.5936 1149.27 36.4419 Q1145.79 40.2903 1145.79 46.9338 L1145.79 72.576 L1138.29 72.576 L1138.29 27.2059 L1145.79 27.2059 L1145.79 34.2544 Q1148.46 30.163 1152.06 28.1376 Q1155.71 26.1121 1160.45 26.1121 Q1168.27 26.1121 1172.28 30.9732 Q1176.29 35.7938 1176.29 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1252.85 35.9153 Q1255.65 30.8922 1259.53 28.5022 Q1263.42 26.1121 1268.69 26.1121 Q1275.78 26.1121 1279.63 31.0947 Q1283.48 36.0368 1283.48 45.1919 L1283.48 72.576 L1275.98 72.576 L1275.98 45.4349 Q1275.98 38.913 1273.67 35.7533 Q1271.36 32.5936 1266.62 32.5936 Q1260.83 32.5936 1257.47 36.4419 Q1254.11 40.2903 1254.11 46.9338 L1254.11 72.576 L1246.61 72.576 L1246.61 45.4349 Q1246.61 38.8725 1244.3 35.7533 Q1241.99 32.5936 1237.17 32.5936 Q1231.46 32.5936 1228.1 36.4824 Q1224.74 40.3308 1224.74 46.9338 L1224.74 72.576 L1217.24 72.576 L1217.24 27.2059 L1224.74 27.2059 L1224.74 34.2544 Q1227.29 30.082 1230.85 28.0971 Q1234.42 26.1121 1239.32 26.1121 Q1244.26 26.1121 1247.71 28.6237 Q1251.19 31.1352 1252.85 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1315.92 32.4315 Q1309.93 32.4315 1306.44 37.1306 Q1302.96 41.7891 1302.96 49.9314 Q1302.96 58.0738 1306.4 62.7728 Q1309.89 67.4314 1315.92 67.4314 Q1321.88 67.4314 1325.36 62.7323 Q1328.85 58.0333 1328.85 49.9314 Q1328.85 41.8701 1325.36 37.1711 Q1321.88 32.4315 1315.92 32.4315 M1315.92 26.1121 Q1325.65 26.1121 1331.2 32.4315 Q1336.74 38.7509 1336.74 49.9314 Q1336.74 61.0714 1331.2 67.4314 Q1325.65 73.7508 1315.92 73.7508 Q1306.16 73.7508 1300.61 67.4314 Q1295.1 61.0714 1295.1 49.9314 Q1295.1 38.7509 1300.61 32.4315 Q1306.16 26.1121 1315.92 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1378.96 34.0924 L1378.96 9.54393 L1386.41 9.54393 L1386.41 72.576 L1378.96 72.576 L1378.96 65.7705 Q1376.61 69.8214 1373 71.8063 Q1369.44 73.7508 1364.41 73.7508 Q1356.19 73.7508 1351 67.1883 Q1345.86 60.6258 1345.86 49.9314 Q1345.86 39.2371 1351 32.6746 Q1356.19 26.1121 1364.41 26.1121 Q1369.44 26.1121 1373 28.0971 Q1376.61 30.0415 1378.96 34.0924 M1353.56 49.9314 Q1353.56 58.1548 1356.92 62.8538 Q1360.32 67.5124 1366.24 67.5124 Q1372.15 67.5124 1375.55 62.8538 Q1378.96 58.1548 1378.96 49.9314 Q1378.96 41.7081 1375.55 37.0496 Q1372.15 32.3505 1366.24 32.3505 Q1360.32 32.3505 1356.92 37.0496 Q1353.56 41.7081 1353.56 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1440.57 48.0275 L1440.57 51.6733 L1406.3 51.6733 Q1406.78 59.3701 1410.92 63.421 Q1415.09 67.4314 1422.5 67.4314 Q1426.8 67.4314 1430.81 66.3781 Q1434.86 65.3249 1438.83 63.2184 L1438.83 70.267 Q1434.82 71.9684 1430.6 72.8596 Q1426.39 73.7508 1422.06 73.7508 Q1411.2 73.7508 1404.84 67.4314 Q1398.52 61.1119 1398.52 50.3365 Q1398.52 39.1965 1404.52 32.6746 Q1410.55 26.1121 1420.76 26.1121 Q1429.92 26.1121 1435.22 32.0264 Q1440.57 37.9003 1440.57 48.0275 M1433.12 45.84 Q1433.03 39.7232 1429.67 36.0774 Q1426.35 32.4315 1420.84 32.4315 Q1414.6 32.4315 1410.84 35.9558 Q1407.11 39.4801 1406.54 45.8805 L1433.12 45.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1452.8 9.54393 L1460.26 9.54393 L1460.26 72.576 L1452.8 72.576 L1452.8 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1520.13 9.62495 Q1514.7 18.942 1512.07 28.0566 Q1509.43 37.1711 1509.43 46.5287 Q1509.43 55.8863 1512.07 65.0818 Q1514.74 74.2369 1520.13 83.5134 L1513.65 83.5134 Q1507.57 73.9938 1504.53 64.7983 Q1501.54 55.6027 1501.54 46.5287 Q1501.54 37.4952 1504.53 28.3401 Q1507.53 19.1851 1513.65 9.62495 L1520.13 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1569.91 35.9153 Q1572.71 30.8922 1576.6 28.5022 Q1580.49 26.1121 1585.75 26.1121 Q1592.84 26.1121 1596.69 31.0947 Q1600.54 36.0368 1600.54 45.1919 L1600.54 72.576 L1593.05 72.576 L1593.05 45.4349 Q1593.05 38.913 1590.74 35.7533 Q1588.43 32.5936 1583.69 32.5936 Q1577.9 32.5936 1574.53 36.4419 Q1571.17 40.2903 1571.17 46.9338 L1571.17 72.576 L1563.68 72.576 L1563.68 45.4349 Q1563.68 38.8725 1561.37 35.7533 Q1559.06 32.5936 1554.24 32.5936 Q1548.53 32.5936 1545.16 36.4824 Q1541.8 40.3308 1541.8 46.9338 L1541.8 72.576 L1534.31 72.576 L1534.31 27.2059 L1541.8 27.2059 L1541.8 34.2544 Q1544.35 30.082 1547.92 28.0971 Q1551.48 26.1121 1556.38 26.1121 Q1561.33 26.1121 1564.77 28.6237 Q1568.25 31.1352 1569.91 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1616.54 12.096 L1648.66 12.096 L1648.66 18.9825 L1624.03 18.9825 L1624.03 33.8088 Q1625.82 33.2012 1627.6 32.9176 Q1629.38 32.5936 1631.16 32.5936 Q1641.29 32.5936 1647.21 38.1433 Q1653.12 43.6931 1653.12 53.1722 Q1653.12 62.9348 1647.04 68.3631 Q1640.97 73.7508 1629.91 73.7508 Q1626.1 73.7508 1622.13 73.1026 Q1618.2 72.4545 1613.99 71.1582 L1613.99 62.9348 Q1617.63 64.9198 1621.52 65.892 Q1625.41 66.8642 1629.75 66.8642 Q1636.75 66.8642 1640.85 63.1779 Q1644.94 59.4916 1644.94 53.1722 Q1644.94 46.8528 1640.85 43.1664 Q1636.75 39.4801 1629.75 39.4801 Q1626.47 39.4801 1623.18 40.2093 Q1619.94 40.9384 1616.54 42.4778 L1616.54 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1669.24 62.2867 L1677.79 62.2867 L1677.79 72.576 L1669.24 72.576 L1669.24 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1720.41 39.9662 Q1726.28 41.222 1729.56 45.1919 Q1732.88 49.1618 1732.88 54.9951 Q1732.88 63.9476 1726.73 68.8492 Q1720.57 73.7508 1709.23 73.7508 Q1705.42 73.7508 1701.37 72.9811 Q1697.36 72.2519 1693.06 70.7531 L1693.06 62.8538 Q1696.47 64.8388 1700.52 65.8515 Q1704.57 66.8642 1708.98 66.8642 Q1716.68 66.8642 1720.69 63.826 Q1724.74 60.7879 1724.74 54.9951 Q1724.74 49.6479 1720.97 46.6502 Q1717.25 43.612 1710.56 43.612 L1703.51 43.612 L1703.51 36.8875 L1710.89 36.8875 Q1716.92 36.8875 1720.12 34.4975 Q1723.32 32.067 1723.32 27.5299 Q1723.32 22.8714 1720 20.4004 Q1716.72 17.8888 1710.56 17.8888 Q1707.2 17.8888 1703.35 18.618 Q1699.5 19.3471 1694.89 20.8865 L1694.89 13.5948 Q1699.54 12.2985 1703.59 11.6504 Q1707.69 11.0023 1711.29 11.0023 Q1720.61 11.0023 1726.04 15.2557 Q1731.46 19.4686 1731.46 26.6793 Q1731.46 31.7024 1728.59 35.1862 Q1725.71 38.6294 1720.41 39.9662 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip680)\" d=\"M1746.17 9.62495 L1752.65 9.62495 Q1758.73 19.1851 1761.73 28.3401 Q1764.76 37.4952 1764.76 46.5287 Q1764.76 55.6027 1761.73 64.7983 Q1758.73 73.9938 1752.65 83.5134 L1746.17 83.5134 Q1751.56 74.2369 1754.19 65.0818 Q1756.86 55.8863 1756.86 46.5287 Q1756.86 37.1711 1754.19 28.0566 Q1751.56 18.942 1746.17 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip682)\" cx=\"1297.15\" cy=\"1330.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1184.65\" cy=\"1272.74\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"510.779\" cy=\"1385.52\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"361.901\" cy=\"1228.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1154.66\" cy=\"1382.85\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"949.413\" cy=\"1360.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"960.697\" cy=\"1347.09\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"647.751\" cy=\"1384.35\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1082.96\" cy=\"1358.59\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1146.05\" cy=\"1381.37\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"861.556\" cy=\"1370.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1100.5\" cy=\"1371.13\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1368.77\" cy=\"160.256\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"869.251\" cy=\"1382.78\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"543.045\" cy=\"1383.9\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"802.697\" cy=\"1386.3\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"584.433\" cy=\"1386.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1233.93\" cy=\"1348.71\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"455.068\" cy=\"1384.6\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"2129.16\" cy=\"889.668\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"739.881\" cy=\"1385.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1187.24\" cy=\"1382.46\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"279.759\" cy=\"1385.69\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1749.38\" cy=\"1276.49\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"771.671\" cy=\"1382.13\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"986.373\" cy=\"1384.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"802.32\" cy=\"1382.07\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1046.68\" cy=\"1371.4\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"749.768\" cy=\"1380.03\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1165.28\" cy=\"1274.31\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"639.919\" cy=\"1386.18\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1028.92\" cy=\"1350.36\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"787.9\" cy=\"1386.4\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1783.1\" cy=\"1251.5\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"581.55\" cy=\"1386.05\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"827.114\" cy=\"1337.97\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"488.507\" cy=\"1385.38\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"982.461\" cy=\"1370.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"853.053\" cy=\"1334.64\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1310.78\" cy=\"1380.46\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"581.519\" cy=\"1384.63\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"921.872\" cy=\"1377.42\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"477.495\" cy=\"1386.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1753.88\" cy=\"1246.13\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"818.585\" cy=\"1383.78\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"381.346\" cy=\"1386.11\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"699.219\" cy=\"1386.28\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"506.265\" cy=\"1385.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1218.5\" cy=\"1376.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip682)\" cx=\"1827.66\" cy=\"1344.9\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip682)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"\n",
       "  2292.38,2722.89 2292.38,-1176.24 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using ParetoSmooth\n",
    "\n",
    "# reshape data to format of psis_loo function\n",
    "function ll_to_psis(ll)\n",
    "    t = ll'\n",
    "    collect(reshape(t, size(t)..., 1))\n",
    "end\n",
    "\n",
    "m5_3_t = ll_to_psis(m5_3_ll)\n",
    "PSIS_m5_3 = psis_loo(m5_3_t)\n",
    "WAIC_m5_3 = waic(m5_3_ll, pointwise=true)\n",
    "\n",
    "scatter(PSIS_m5_3.pointwise(:pareto_k), WAIC_m5_3.penalty, \n",
    "    xlab=\"PSIS Pareto k\", ylab=\"WAIC penalty\", title=\"Gaussian model (m5.3)\")\n",
    "vline!([0.5], c=:black, s=:dash)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d66c89e",
   "metadata": {},
   "source": [
    "Code 7.35"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "2c750886",
   "metadata": {},
   "outputs": [],
   "source": [
    "# have to import it explicitly, as it is not exported\n",
    "import Distributions: IsoTDist\n",
    "\n",
    "@model function model_m5_3t(A, M, D)\n",
    "    σ ~ Exponential(1)\n",
    "    a ~ Normal(0, 0.2)\n",
    "    bA ~ Normal(0, 0.5)\n",
    "    bM ~ Normal(0, 0.5)\n",
    "    μ = @. a + bA * A + bM * M\n",
    "    D ~ IsoTDist(2, μ, σ)\n",
    "end\n",
    "\n",
    "m5_3t = sample(model_m5_3t(d.A, d.M, d.D), NUTS(), 1000)\n",
    "m5_3t_df = DataFrame(m5_3);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1b167482",
   "metadata": {},
   "source": [
    "Visualize PSIS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "faf53eb8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip720\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip720)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip721\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip720)\" d=\"\n",
       "M279.704 1423.18 L2352.76 1423.18 L2352.76 123.472 L279.704 123.472  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip722\">\n",
       "    <rect x=\"279\" y=\"123\" width=\"2074\" height=\"1301\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  472.578,1423.18 472.578,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  993.009,1423.18 993.009,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1513.44,1423.18 1513.44,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2033.87,1423.18 2033.87,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,1423.18 2352.76,1423.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  472.578,1423.18 472.578,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  993.009,1423.18 993.009,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1513.44,1423.18 1513.44,1404.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2033.87,1423.18 2033.87,1404.28 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip720)\" d=\"M419.905 1468.75 L449.581 1468.75 L449.581 1472.69 L419.905 1472.69 L419.905 1468.75 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M469.673 1454.1 Q466.062 1454.1 464.233 1457.66 Q462.428 1461.2 462.428 1468.33 Q462.428 1475.44 464.233 1479.01 Q466.062 1482.55 469.673 1482.55 Q473.307 1482.55 475.113 1479.01 Q476.942 1475.44 476.942 1468.33 Q476.942 1461.2 475.113 1457.66 Q473.307 1454.1 469.673 1454.1 M469.673 1450.39 Q475.483 1450.39 478.539 1455 Q481.618 1459.58 481.618 1468.33 Q481.618 1477.06 478.539 1481.67 Q475.483 1486.25 469.673 1486.25 Q463.863 1486.25 460.784 1481.67 Q457.729 1477.06 457.729 1468.33 Q457.729 1459.58 460.784 1455 Q463.863 1450.39 469.673 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M489.835 1479.7 L494.719 1479.7 L494.719 1485.58 L489.835 1485.58 L489.835 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M508.932 1481.64 L525.252 1481.64 L525.252 1485.58 L503.307 1485.58 L503.307 1481.64 Q505.969 1478.89 510.553 1474.26 Q515.159 1469.61 516.34 1468.27 Q518.585 1465.74 519.465 1464.01 Q520.367 1462.25 520.367 1460.56 Q520.367 1457.8 518.423 1456.07 Q516.502 1454.33 513.4 1454.33 Q511.201 1454.33 508.747 1455.09 Q506.316 1455.86 503.539 1457.41 L503.539 1452.69 Q506.363 1451.55 508.816 1450.97 Q511.27 1450.39 513.307 1450.39 Q518.678 1450.39 521.872 1453.08 Q525.066 1455.77 525.066 1460.26 Q525.066 1462.39 524.256 1464.31 Q523.469 1466.2 521.363 1468.8 Q520.784 1469.47 517.682 1472.69 Q514.58 1475.88 508.932 1481.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M970.393 1454.1 Q966.782 1454.1 964.953 1457.66 Q963.148 1461.2 963.148 1468.33 Q963.148 1475.44 964.953 1479.01 Q966.782 1482.55 970.393 1482.55 Q974.027 1482.55 975.833 1479.01 Q977.661 1475.44 977.661 1468.33 Q977.661 1461.2 975.833 1457.66 Q974.027 1454.1 970.393 1454.1 M970.393 1450.39 Q976.203 1450.39 979.259 1455 Q982.337 1459.58 982.337 1468.33 Q982.337 1477.06 979.259 1481.67 Q976.203 1486.25 970.393 1486.25 Q964.583 1486.25 961.504 1481.67 Q958.449 1477.06 958.449 1468.33 Q958.449 1459.58 961.504 1455 Q964.583 1450.39 970.393 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M990.555 1479.7 L995.439 1479.7 L995.439 1485.58 L990.555 1485.58 L990.555 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1015.62 1454.1 Q1012.01 1454.1 1010.18 1457.66 Q1008.38 1461.2 1008.38 1468.33 Q1008.38 1475.44 1010.18 1479.01 Q1012.01 1482.55 1015.62 1482.55 Q1019.26 1482.55 1021.06 1479.01 Q1022.89 1475.44 1022.89 1468.33 Q1022.89 1461.2 1021.06 1457.66 Q1019.26 1454.1 1015.62 1454.1 M1015.62 1450.39 Q1021.43 1450.39 1024.49 1455 Q1027.57 1459.58 1027.57 1468.33 Q1027.57 1477.06 1024.49 1481.67 Q1021.43 1486.25 1015.62 1486.25 Q1009.81 1486.25 1006.74 1481.67 Q1003.68 1477.06 1003.68 1468.33 Q1003.68 1459.58 1006.74 1455 Q1009.81 1450.39 1015.62 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1491.62 1454.1 Q1488.01 1454.1 1486.18 1457.66 Q1484.38 1461.2 1484.38 1468.33 Q1484.38 1475.44 1486.18 1479.01 Q1488.01 1482.55 1491.62 1482.55 Q1495.26 1482.55 1497.06 1479.01 Q1498.89 1475.44 1498.89 1468.33 Q1498.89 1461.2 1497.06 1457.66 Q1495.26 1454.1 1491.62 1454.1 M1491.62 1450.39 Q1497.43 1450.39 1500.49 1455 Q1503.57 1459.58 1503.57 1468.33 Q1503.57 1477.06 1500.49 1481.67 Q1497.43 1486.25 1491.62 1486.25 Q1485.81 1486.25 1482.73 1481.67 Q1479.68 1477.06 1479.68 1468.33 Q1479.68 1459.58 1482.73 1455 Q1485.81 1450.39 1491.62 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1511.78 1479.7 L1516.67 1479.7 L1516.67 1485.58 L1511.78 1485.58 L1511.78 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1530.88 1481.64 L1547.2 1481.64 L1547.2 1485.58 L1525.26 1485.58 L1525.26 1481.64 Q1527.92 1478.89 1532.5 1474.26 Q1537.11 1469.61 1538.29 1468.27 Q1540.53 1465.74 1541.41 1464.01 Q1542.32 1462.25 1542.32 1460.56 Q1542.32 1457.8 1540.37 1456.07 Q1538.45 1454.33 1535.35 1454.33 Q1533.15 1454.33 1530.7 1455.09 Q1528.27 1455.86 1525.49 1457.41 L1525.49 1452.69 Q1528.31 1451.55 1530.77 1450.97 Q1533.22 1450.39 1535.26 1450.39 Q1540.63 1450.39 1543.82 1453.08 Q1547.02 1455.77 1547.02 1460.26 Q1547.02 1462.39 1546.21 1464.31 Q1545.42 1466.2 1543.31 1468.8 Q1542.73 1469.47 1539.63 1472.69 Q1536.53 1475.88 1530.88 1481.64 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M2011.01 1454.1 Q2007.4 1454.1 2005.57 1457.66 Q2003.77 1461.2 2003.77 1468.33 Q2003.77 1475.44 2005.57 1479.01 Q2007.4 1482.55 2011.01 1482.55 Q2014.64 1482.55 2016.45 1479.01 Q2018.28 1475.44 2018.28 1468.33 Q2018.28 1461.2 2016.45 1457.66 Q2014.64 1454.1 2011.01 1454.1 M2011.01 1450.39 Q2016.82 1450.39 2019.88 1455 Q2022.96 1459.58 2022.96 1468.33 Q2022.96 1477.06 2019.88 1481.67 Q2016.82 1486.25 2011.01 1486.25 Q2005.2 1486.25 2002.12 1481.67 Q1999.07 1477.06 1999.07 1468.33 Q1999.07 1459.58 2002.12 1455 Q2005.2 1450.39 2011.01 1450.39 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M2031.17 1479.7 L2036.06 1479.7 L2036.06 1485.58 L2031.17 1485.58 L2031.17 1479.7 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M2059.09 1455.09 L2047.28 1473.54 L2059.09 1473.54 L2059.09 1455.09 M2057.86 1451.02 L2063.74 1451.02 L2063.74 1473.54 L2068.67 1473.54 L2068.67 1477.43 L2063.74 1477.43 L2063.74 1485.58 L2059.09 1485.58 L2059.09 1477.43 L2043.49 1477.43 L2043.49 1472.92 L2057.86 1451.02 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1112.1 1525.81 L1112.1 1543.66 L1120.18 1543.66 Q1124.67 1543.66 1127.12 1541.34 Q1129.57 1539.02 1129.57 1534.72 Q1129.57 1530.45 1127.12 1528.13 Q1124.67 1525.81 1120.18 1525.81 L1112.1 1525.81 M1105.67 1520.52 L1120.18 1520.52 Q1128.17 1520.52 1132.25 1524.15 Q1136.35 1527.75 1136.35 1534.72 Q1136.35 1541.75 1132.25 1545.35 Q1128.17 1548.95 1120.18 1548.95 L1112.1 1548.95 L1112.1 1568.04 L1105.67 1568.04 L1105.67 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1173.46 1522.08 L1173.46 1528.35 Q1169.8 1526.6 1166.56 1525.74 Q1163.31 1524.88 1160.29 1524.88 Q1155.03 1524.88 1152.17 1526.92 Q1149.34 1528.96 1149.34 1532.71 Q1149.34 1535.87 1151.21 1537.49 Q1153.12 1539.08 1158.41 1540.07 L1162.29 1540.86 Q1169.48 1542.23 1172.89 1545.7 Q1176.33 1549.14 1176.33 1554.93 Q1176.33 1561.84 1171.68 1565.4 Q1167.07 1568.97 1158.12 1568.97 Q1154.75 1568.97 1150.93 1568.2 Q1147.14 1567.44 1143.07 1565.94 L1143.07 1559.32 Q1146.98 1561.52 1150.74 1562.63 Q1154.49 1563.75 1158.12 1563.75 Q1163.63 1563.75 1166.62 1561.58 Q1169.61 1559.42 1169.61 1555.41 Q1169.61 1551.91 1167.45 1549.93 Q1165.31 1547.96 1160.41 1546.97 L1156.5 1546.21 Q1149.31 1544.78 1146.09 1541.72 Q1142.88 1538.67 1142.88 1533.22 Q1142.88 1526.92 1147.3 1523.29 Q1151.76 1519.66 1159.55 1519.66 Q1162.9 1519.66 1166.37 1520.27 Q1169.83 1520.87 1173.46 1522.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1186.35 1520.52 L1192.78 1520.52 L1192.78 1568.04 L1186.35 1568.04 L1186.35 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1234.06 1522.08 L1234.06 1528.35 Q1230.4 1526.6 1227.16 1525.74 Q1223.91 1524.88 1220.89 1524.88 Q1215.64 1524.88 1212.77 1526.92 Q1209.94 1528.96 1209.94 1532.71 Q1209.94 1535.87 1211.82 1537.49 Q1213.73 1539.08 1219.01 1540.07 L1222.89 1540.86 Q1230.09 1542.23 1233.49 1545.7 Q1236.93 1549.14 1236.93 1554.93 Q1236.93 1561.84 1232.28 1565.4 Q1227.67 1568.97 1218.72 1568.97 Q1215.35 1568.97 1211.53 1568.2 Q1207.74 1567.44 1203.67 1565.94 L1203.67 1559.32 Q1207.58 1561.52 1211.34 1562.63 Q1215.09 1563.75 1218.72 1563.75 Q1224.23 1563.75 1227.22 1561.58 Q1230.21 1559.42 1230.21 1555.41 Q1230.21 1551.91 1228.05 1549.93 Q1225.92 1547.96 1221.01 1546.97 L1217.1 1546.21 Q1209.91 1544.78 1206.69 1541.72 Q1203.48 1538.67 1203.48 1533.22 Q1203.48 1526.92 1207.9 1523.29 Q1212.36 1519.66 1220.16 1519.66 Q1223.5 1519.66 1226.97 1520.27 Q1230.44 1520.87 1234.06 1522.08 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1274.1 1525.81 L1274.1 1543.66 L1282.19 1543.66 Q1286.68 1543.66 1289.13 1541.34 Q1291.58 1539.02 1291.58 1534.72 Q1291.58 1530.45 1289.13 1528.13 Q1286.68 1525.81 1282.19 1525.81 L1274.1 1525.81 M1267.68 1520.52 L1282.19 1520.52 Q1290.18 1520.52 1294.25 1524.15 Q1298.36 1527.75 1298.36 1534.72 Q1298.36 1541.75 1294.25 1545.35 Q1290.18 1548.95 1282.19 1548.95 L1274.1 1548.95 L1274.1 1568.04 L1267.68 1568.04 L1267.68 1520.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1320 1550.12 Q1312.9 1550.12 1310.17 1551.75 Q1307.43 1553.37 1307.43 1557.29 Q1307.43 1560.4 1309.47 1562.25 Q1311.54 1564.07 1315.07 1564.07 Q1319.94 1564.07 1322.87 1560.63 Q1325.83 1557.16 1325.83 1551.43 L1325.83 1550.12 L1320 1550.12 M1331.68 1547.71 L1331.68 1568.04 L1325.83 1568.04 L1325.83 1562.63 Q1323.82 1565.88 1320.83 1567.44 Q1317.84 1568.97 1313.51 1568.97 Q1308.03 1568.97 1304.79 1565.91 Q1301.57 1562.82 1301.57 1557.67 Q1301.57 1551.65 1305.58 1548.6 Q1309.63 1545.54 1317.61 1545.54 L1325.83 1545.54 L1325.83 1544.97 Q1325.83 1540.93 1323.15 1538.73 Q1320.51 1536.5 1315.7 1536.5 Q1312.65 1536.5 1309.75 1537.23 Q1306.86 1537.97 1304.18 1539.43 L1304.18 1534.02 Q1307.4 1532.78 1310.42 1532.17 Q1313.44 1531.54 1316.31 1531.54 Q1324.04 1531.54 1327.86 1535.55 Q1331.68 1539.56 1331.68 1547.71 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1364.4 1537.87 Q1363.42 1537.3 1362.24 1537.04 Q1361.09 1536.76 1359.69 1536.76 Q1354.73 1536.76 1352.05 1540 Q1349.41 1543.22 1349.41 1549.27 L1349.41 1568.04 L1343.52 1568.04 L1343.52 1532.4 L1349.41 1532.4 L1349.41 1537.93 Q1351.26 1534.69 1354.22 1533.13 Q1357.18 1531.54 1361.41 1531.54 Q1362.02 1531.54 1362.75 1531.63 Q1363.48 1531.7 1364.37 1531.85 L1364.4 1537.87 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1399.6 1548.76 L1399.6 1551.62 L1372.68 1551.62 Q1373.06 1557.67 1376.31 1560.85 Q1379.58 1564 1385.41 1564 Q1388.78 1564 1391.93 1563.17 Q1395.12 1562.35 1398.24 1560.69 L1398.24 1566.23 Q1395.09 1567.57 1391.77 1568.27 Q1388.46 1568.97 1385.06 1568.97 Q1376.53 1568.97 1371.53 1564 Q1366.57 1559.04 1366.57 1550.57 Q1366.57 1541.82 1371.28 1536.69 Q1376.02 1531.54 1384.04 1531.54 Q1391.23 1531.54 1395.4 1536.18 Q1399.6 1540.8 1399.6 1548.76 M1393.75 1547.04 Q1393.68 1542.23 1391.04 1539.37 Q1388.43 1536.5 1384.1 1536.5 Q1379.2 1536.5 1376.24 1539.27 Q1373.31 1542.04 1372.87 1547.07 L1393.75 1547.04 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1415.01 1522.27 L1415.01 1532.4 L1427.07 1532.4 L1427.07 1536.95 L1415.01 1536.95 L1415.01 1556.3 Q1415.01 1560.66 1416.19 1561.9 Q1417.4 1563.14 1421.06 1563.14 L1427.07 1563.14 L1427.07 1568.04 L1421.06 1568.04 Q1414.28 1568.04 1411.7 1565.53 Q1409.12 1562.98 1409.12 1556.3 L1409.12 1536.95 L1404.82 1536.95 L1404.82 1532.4 L1409.12 1532.4 L1409.12 1522.27 L1415.01 1522.27 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1448.59 1536.5 Q1443.88 1536.5 1441.14 1540.19 Q1438.4 1543.85 1438.4 1550.25 Q1438.4 1556.65 1441.11 1560.34 Q1443.85 1564 1448.59 1564 Q1453.27 1564 1456 1560.31 Q1458.74 1556.62 1458.74 1550.25 Q1458.74 1543.92 1456 1540.23 Q1453.27 1536.5 1448.59 1536.5 M1448.59 1531.54 Q1456.23 1531.54 1460.59 1536.5 Q1464.95 1541.47 1464.95 1550.25 Q1464.95 1559 1460.59 1564 Q1456.23 1568.97 1448.59 1568.97 Q1440.92 1568.97 1436.56 1564 Q1432.23 1559 1432.23 1550.25 Q1432.23 1541.47 1436.56 1536.5 Q1440.92 1531.54 1448.59 1531.54 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1495.15 1518.52 L1501.04 1518.52 L1501.04 1547.77 L1518.52 1532.4 L1526 1532.4 L1507.09 1549.07 L1526.79 1568.04 L1519.15 1568.04 L1501.04 1550.63 L1501.04 1568.04 L1495.15 1568.04 L1495.15 1518.52 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  279.704,1249.9 2352.76,1249.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  279.704,1021.18 2352.76,1021.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  279.704,792.463 2352.76,792.463 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  279.704,563.745 2352.76,563.745 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  279.704,335.027 2352.76,335.027 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,1423.18 279.704,123.472 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,1249.9 298.602,1249.9 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,1021.18 298.602,1021.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,792.463 298.602,792.463 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,563.745 298.602,563.745 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip720)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  279.704,335.027 298.602,335.027 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip720)\" d=\"M127.2 1235.7 Q123.589 1235.7 121.76 1239.26 Q119.955 1242.8 119.955 1249.93 Q119.955 1257.04 121.76 1260.61 Q123.589 1264.15 127.2 1264.15 Q130.834 1264.15 132.64 1260.61 Q134.468 1257.04 134.468 1249.93 Q134.468 1242.8 132.64 1239.26 Q130.834 1235.7 127.2 1235.7 M127.2 1231.99 Q133.01 1231.99 136.066 1236.6 Q139.144 1241.18 139.144 1249.93 Q139.144 1258.66 136.066 1263.27 Q133.01 1267.85 127.2 1267.85 Q121.39 1267.85 118.311 1263.27 Q115.256 1258.66 115.256 1249.93 Q115.256 1241.18 118.311 1236.6 Q121.39 1231.99 127.2 1231.99 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M147.362 1261.3 L152.246 1261.3 L152.246 1267.18 L147.362 1267.18 L147.362 1261.3 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M172.431 1235.7 Q168.82 1235.7 166.991 1239.26 Q165.186 1242.8 165.186 1249.93 Q165.186 1257.04 166.991 1260.61 Q168.82 1264.15 172.431 1264.15 Q176.065 1264.15 177.871 1260.61 Q179.7 1257.04 179.7 1249.93 Q179.7 1242.8 177.871 1239.26 Q176.065 1235.7 172.431 1235.7 M172.431 1231.99 Q178.241 1231.99 181.297 1236.6 Q184.376 1241.18 184.376 1249.93 Q184.376 1258.66 181.297 1263.27 Q178.241 1267.85 172.431 1267.85 Q166.621 1267.85 163.542 1263.27 Q160.487 1258.66 160.487 1249.93 Q160.487 1241.18 163.542 1236.6 Q166.621 1231.99 172.431 1231.99 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M196.621 1263.24 L212.94 1263.24 L212.94 1267.18 L190.996 1267.18 L190.996 1263.24 Q193.658 1260.49 198.241 1255.86 Q202.848 1251.21 204.028 1249.86 Q206.274 1247.34 207.153 1245.61 Q208.056 1243.85 208.056 1242.16 Q208.056 1239.4 206.112 1237.67 Q204.19 1235.93 201.088 1235.93 Q198.889 1235.93 196.436 1236.69 Q194.005 1237.46 191.227 1239.01 L191.227 1234.29 Q194.051 1233.15 196.505 1232.57 Q198.959 1231.99 200.996 1231.99 Q206.366 1231.99 209.561 1234.68 Q212.755 1237.36 212.755 1241.86 Q212.755 1243.99 211.945 1245.91 Q211.158 1247.8 209.051 1250.4 Q208.473 1251.07 205.371 1254.29 Q202.269 1257.48 196.621 1263.24 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M222.801 1232.62 L241.158 1232.62 L241.158 1236.55 L227.084 1236.55 L227.084 1245.03 Q228.102 1244.68 229.121 1244.52 Q230.139 1244.33 231.158 1244.33 Q236.945 1244.33 240.324 1247.5 Q243.704 1250.68 243.704 1256.09 Q243.704 1261.67 240.232 1264.77 Q236.76 1267.85 230.44 1267.85 Q228.264 1267.85 225.996 1267.48 Q223.75 1267.11 221.343 1266.37 L221.343 1261.67 Q223.426 1262.8 225.648 1263.36 Q227.871 1263.92 230.347 1263.92 Q234.352 1263.92 236.69 1261.81 Q239.028 1259.7 239.028 1256.09 Q239.028 1252.48 236.69 1250.37 Q234.352 1248.27 230.347 1248.27 Q228.473 1248.27 226.598 1248.68 Q224.746 1249.1 222.801 1249.98 L222.801 1232.62 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M126.205 1006.98 Q122.593 1006.98 120.765 1010.55 Q118.959 1014.09 118.959 1021.22 Q118.959 1028.32 120.765 1031.89 Q122.593 1035.43 126.205 1035.43 Q129.839 1035.43 131.644 1031.89 Q133.473 1028.32 133.473 1021.22 Q133.473 1014.09 131.644 1010.55 Q129.839 1006.98 126.205 1006.98 M126.205 1003.28 Q132.015 1003.28 135.07 1007.88 Q138.149 1012.47 138.149 1021.22 Q138.149 1029.94 135.07 1034.55 Q132.015 1039.13 126.205 1039.13 Q120.394 1039.13 117.316 1034.55 Q114.26 1029.94 114.26 1021.22 Q114.26 1012.47 117.316 1007.88 Q120.394 1003.28 126.205 1003.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M146.366 1032.58 L151.251 1032.58 L151.251 1038.46 L146.366 1038.46 L146.366 1032.58 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M171.436 1006.98 Q167.825 1006.98 165.996 1010.55 Q164.19 1014.09 164.19 1021.22 Q164.19 1028.32 165.996 1031.89 Q167.825 1035.43 171.436 1035.43 Q175.07 1035.43 176.876 1031.89 Q178.704 1028.32 178.704 1021.22 Q178.704 1014.09 176.876 1010.55 Q175.07 1006.98 171.436 1006.98 M171.436 1003.28 Q177.246 1003.28 180.301 1007.88 Q183.38 1012.47 183.38 1021.22 Q183.38 1029.94 180.301 1034.55 Q177.246 1039.13 171.436 1039.13 Q165.626 1039.13 162.547 1034.55 Q159.491 1029.94 159.491 1021.22 Q159.491 1012.47 162.547 1007.88 Q165.626 1003.28 171.436 1003.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M191.644 1003.9 L210 1003.9 L210 1007.84 L195.926 1007.84 L195.926 1016.31 Q196.945 1015.96 197.963 1015.8 Q198.982 1015.61 200 1015.61 Q205.787 1015.61 209.167 1018.79 Q212.547 1021.96 212.547 1027.37 Q212.547 1032.95 209.074 1036.05 Q205.602 1039.13 199.283 1039.13 Q197.107 1039.13 194.838 1038.76 Q192.593 1038.39 190.186 1037.65 L190.186 1032.95 Q192.269 1034.09 194.491 1034.64 Q196.713 1035.2 199.19 1035.2 Q203.195 1035.2 205.533 1033.09 Q207.871 1030.98 207.871 1027.37 Q207.871 1023.76 205.533 1021.66 Q203.195 1019.55 199.19 1019.55 Q197.315 1019.55 195.44 1019.97 Q193.588 1020.38 191.644 1021.26 L191.644 1003.9 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M231.76 1006.98 Q228.148 1006.98 226.32 1010.55 Q224.514 1014.09 224.514 1021.22 Q224.514 1028.32 226.32 1031.89 Q228.148 1035.43 231.76 1035.43 Q235.394 1035.43 237.199 1031.89 Q239.028 1028.32 239.028 1021.22 Q239.028 1014.09 237.199 1010.55 Q235.394 1006.98 231.76 1006.98 M231.76 1003.28 Q237.57 1003.28 240.625 1007.88 Q243.704 1012.47 243.704 1021.22 Q243.704 1029.94 240.625 1034.55 Q237.57 1039.13 231.76 1039.13 Q225.949 1039.13 222.871 1034.55 Q219.815 1029.94 219.815 1021.22 Q219.815 1012.47 222.871 1007.88 Q225.949 1003.28 231.76 1003.28 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M127.2 778.262 Q123.589 778.262 121.76 781.827 Q119.955 785.369 119.955 792.498 Q119.955 799.605 121.76 803.169 Q123.589 806.711 127.2 806.711 Q130.834 806.711 132.64 803.169 Q134.468 799.605 134.468 792.498 Q134.468 785.369 132.64 781.827 Q130.834 778.262 127.2 778.262 M127.2 774.558 Q133.01 774.558 136.066 779.165 Q139.144 783.748 139.144 792.498 Q139.144 801.225 136.066 805.831 Q133.01 810.415 127.2 810.415 Q121.39 810.415 118.311 805.831 Q115.256 801.225 115.256 792.498 Q115.256 783.748 118.311 779.165 Q121.39 774.558 127.2 774.558 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M147.362 803.864 L152.246 803.864 L152.246 809.743 L147.362 809.743 L147.362 803.864 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M172.431 778.262 Q168.82 778.262 166.991 781.827 Q165.186 785.369 165.186 792.498 Q165.186 799.605 166.991 803.169 Q168.82 806.711 172.431 806.711 Q176.065 806.711 177.871 803.169 Q179.7 799.605 179.7 792.498 Q179.7 785.369 177.871 781.827 Q176.065 778.262 172.431 778.262 M172.431 774.558 Q178.241 774.558 181.297 779.165 Q184.376 783.748 184.376 792.498 Q184.376 801.225 181.297 805.831 Q178.241 810.415 172.431 810.415 Q166.621 810.415 163.542 805.831 Q160.487 801.225 160.487 792.498 Q160.487 783.748 163.542 779.165 Q166.621 774.558 172.431 774.558 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M191.413 775.183 L213.635 775.183 L213.635 777.174 L201.088 809.743 L196.204 809.743 L208.01 779.119 L191.413 779.119 L191.413 775.183 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M222.801 775.183 L241.158 775.183 L241.158 779.119 L227.084 779.119 L227.084 787.591 Q228.102 787.244 229.121 787.081 Q230.139 786.896 231.158 786.896 Q236.945 786.896 240.324 790.068 Q243.704 793.239 243.704 798.656 Q243.704 804.234 240.232 807.336 Q236.76 810.415 230.44 810.415 Q228.264 810.415 225.996 810.044 Q223.75 809.674 221.343 808.933 L221.343 804.234 Q223.426 805.368 225.648 805.924 Q227.871 806.48 230.347 806.48 Q234.352 806.48 236.69 804.373 Q239.028 802.267 239.028 798.656 Q239.028 795.044 236.69 792.938 Q234.352 790.831 230.347 790.831 Q228.473 790.831 226.598 791.248 Q224.746 791.665 222.801 792.544 L222.801 775.183 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M126.205 549.544 Q122.593 549.544 120.765 553.109 Q118.959 556.65 118.959 563.78 Q118.959 570.886 120.765 574.451 Q122.593 577.993 126.205 577.993 Q129.839 577.993 131.644 574.451 Q133.473 570.886 133.473 563.78 Q133.473 556.65 131.644 553.109 Q129.839 549.544 126.205 549.544 M126.205 545.84 Q132.015 545.84 135.07 550.447 Q138.149 555.03 138.149 563.78 Q138.149 572.507 135.07 577.113 Q132.015 581.697 126.205 581.697 Q120.394 581.697 117.316 577.113 Q114.26 572.507 114.26 563.78 Q114.26 555.03 117.316 550.447 Q120.394 545.84 126.205 545.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M146.366 575.146 L151.251 575.146 L151.251 581.025 L146.366 581.025 L146.366 575.146 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M162.246 577.09 L169.885 577.09 L169.885 550.725 L161.575 552.391 L161.575 548.132 L169.839 546.465 L174.514 546.465 L174.514 577.09 L182.153 577.09 L182.153 581.025 L162.246 581.025 L162.246 577.09 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M201.598 549.544 Q197.987 549.544 196.158 553.109 Q194.352 556.65 194.352 563.78 Q194.352 570.886 196.158 574.451 Q197.987 577.993 201.598 577.993 Q205.232 577.993 207.037 574.451 Q208.866 570.886 208.866 563.78 Q208.866 556.65 207.037 553.109 Q205.232 549.544 201.598 549.544 M201.598 545.84 Q207.408 545.84 210.463 550.447 Q213.542 555.03 213.542 563.78 Q213.542 572.507 210.463 577.113 Q207.408 581.697 201.598 581.697 Q195.787 581.697 192.709 577.113 Q189.653 572.507 189.653 563.78 Q189.653 555.03 192.709 550.447 Q195.787 545.84 201.598 545.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M231.76 549.544 Q228.148 549.544 226.32 553.109 Q224.514 556.65 224.514 563.78 Q224.514 570.886 226.32 574.451 Q228.148 577.993 231.76 577.993 Q235.394 577.993 237.199 574.451 Q239.028 570.886 239.028 563.78 Q239.028 556.65 237.199 553.109 Q235.394 549.544 231.76 549.544 M231.76 545.84 Q237.57 545.84 240.625 550.447 Q243.704 555.03 243.704 563.78 Q243.704 572.507 240.625 577.113 Q237.57 581.697 231.76 581.697 Q225.949 581.697 222.871 577.113 Q219.815 572.507 219.815 563.78 Q219.815 555.03 222.871 550.447 Q225.949 545.84 231.76 545.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M127.2 320.826 Q123.589 320.826 121.76 324.391 Q119.955 327.932 119.955 335.062 Q119.955 342.168 121.76 345.733 Q123.589 349.275 127.2 349.275 Q130.834 349.275 132.64 345.733 Q134.468 342.168 134.468 335.062 Q134.468 327.932 132.64 324.391 Q130.834 320.826 127.2 320.826 M127.2 317.122 Q133.01 317.122 136.066 321.729 Q139.144 326.312 139.144 335.062 Q139.144 343.789 136.066 348.395 Q133.01 352.978 127.2 352.978 Q121.39 352.978 118.311 348.395 Q115.256 343.789 115.256 335.062 Q115.256 326.312 118.311 321.729 Q121.39 317.122 127.2 317.122 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M147.362 346.428 L152.246 346.428 L152.246 352.307 L147.362 352.307 L147.362 346.428 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M163.241 348.372 L170.88 348.372 L170.88 322.006 L162.57 323.673 L162.57 319.414 L170.834 317.747 L175.51 317.747 L175.51 348.372 L183.149 348.372 L183.149 352.307 L163.241 352.307 L163.241 348.372 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M196.621 348.372 L212.94 348.372 L212.94 352.307 L190.996 352.307 L190.996 348.372 Q193.658 345.617 198.241 340.988 Q202.848 336.335 204.028 334.992 Q206.274 332.469 207.153 330.733 Q208.056 328.974 208.056 327.284 Q208.056 324.53 206.112 322.793 Q204.19 321.057 201.088 321.057 Q198.889 321.057 196.436 321.821 Q194.005 322.585 191.227 324.136 L191.227 319.414 Q194.051 318.28 196.505 317.701 Q198.959 317.122 200.996 317.122 Q206.366 317.122 209.561 319.807 Q212.755 322.493 212.755 326.983 Q212.755 329.113 211.945 331.034 Q211.158 332.932 209.051 335.525 Q208.473 336.196 205.371 339.414 Q202.269 342.608 196.621 348.372 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M222.801 317.747 L241.158 317.747 L241.158 321.682 L227.084 321.682 L227.084 330.155 Q228.102 329.807 229.121 329.645 Q230.139 329.46 231.158 329.46 Q236.945 329.46 240.324 332.631 Q243.704 335.803 243.704 341.219 Q243.704 346.798 240.232 349.9 Q236.76 352.978 230.44 352.978 Q228.264 352.978 225.996 352.608 Q223.75 352.238 221.343 351.497 L221.343 346.798 Q223.426 347.932 225.648 348.488 Q227.871 349.043 230.347 349.043 Q234.352 349.043 236.69 346.937 Q239.028 344.83 239.028 341.219 Q239.028 337.608 236.69 335.502 Q234.352 333.395 230.347 333.395 Q228.473 333.395 226.598 333.812 Q224.746 334.229 222.801 335.108 L222.801 317.747 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M16.4842 989.235 L16.4842 982.742 L56.6518 972.748 L16.4842 962.785 L16.4842 955.56 L56.6518 945.566 L16.4842 935.604 L16.4842 929.079 L64.0042 941.015 L64.0042 949.099 L22.7544 959.125 L64.0042 969.247 L64.0042 977.331 L16.4842 989.235 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M22.818 908.231 L46.4666 916.952 L46.4666 899.478 L22.818 908.231 M16.4842 911.86 L16.4842 904.571 L64.0042 886.461 L64.0042 893.144 L51.8138 897.473 L51.8138 918.894 L64.0042 923.222 L64.0042 930.002 L16.4842 911.86 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M16.4842 879.522 L16.4842 873.093 L64.0042 873.093 L64.0042 879.522 L16.4842 879.522 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M20.1444 824.713 L26.9239 824.713 Q23.9002 827.96 22.4043 831.652 Q20.9083 835.312 20.9083 839.45 Q20.9083 847.598 25.9054 851.927 Q30.8707 856.255 40.2919 856.255 Q49.6813 856.255 54.6784 851.927 Q59.6436 847.598 59.6436 839.45 Q59.6436 835.312 58.1477 831.652 Q56.6518 827.96 53.6281 824.713 L60.3439 824.713 Q62.6355 828.087 63.7814 831.875 Q64.9272 835.63 64.9272 839.832 Q64.9272 850.622 58.3387 856.828 Q51.7183 863.035 40.2919 863.035 Q28.8336 863.035 22.2451 856.828 Q15.6248 850.622 15.6248 839.832 Q15.6248 835.567 16.7706 831.811 Q17.8846 828.023 20.1444 824.713 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M58.657 788.651 L77.5631 788.651 L77.5631 794.54 L28.3562 794.54 L28.3562 788.651 L33.7671 788.651 Q30.5842 786.805 29.0564 784.004 Q27.4968 781.172 27.4968 777.257 Q27.4968 770.764 32.6531 766.722 Q37.8093 762.648 46.212 762.648 Q54.6147 762.648 59.771 766.722 Q64.9272 770.764 64.9272 777.257 Q64.9272 781.172 63.3994 784.004 Q61.8398 786.805 58.657 788.651 M46.212 768.727 Q39.7508 768.727 36.0905 771.4 Q32.3984 774.042 32.3984 778.689 Q32.3984 783.336 36.0905 786.01 Q39.7508 788.651 46.212 788.651 Q52.6732 788.651 56.3653 786.01 Q60.0256 783.336 60.0256 778.689 Q60.0256 774.042 56.3653 771.4 Q52.6732 768.727 46.212 768.727 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M44.7161 722.448 L47.5806 722.448 L47.5806 749.375 Q53.6281 748.993 56.8109 745.747 Q59.9619 742.468 59.9619 736.644 Q59.9619 733.27 59.1344 730.119 Q58.3069 726.936 56.6518 723.817 L62.1899 723.817 Q63.5267 726.968 64.227 730.278 Q64.9272 733.588 64.9272 736.994 Q64.9272 745.524 59.9619 750.521 Q54.9967 755.486 46.5303 755.486 Q37.7774 755.486 32.6531 750.775 Q27.4968 746.033 27.4968 738.012 Q27.4968 730.819 32.1438 726.649 Q36.7589 722.448 44.7161 722.448 M42.9973 728.305 Q38.1912 728.368 35.3266 731.01 Q32.4621 733.62 32.4621 737.949 Q32.4621 742.85 35.2312 745.81 Q38.0002 748.738 43.0292 749.184 L42.9973 728.305 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M42.4881 683.203 L64.0042 683.203 L64.0042 689.06 L42.679 689.06 Q37.6183 689.06 35.1038 691.033 Q32.5894 693.007 32.5894 696.953 Q32.5894 701.696 35.6131 704.433 Q38.6368 707.17 43.8567 707.17 L64.0042 707.17 L64.0042 713.059 L28.3562 713.059 L28.3562 707.17 L33.8944 707.17 Q30.6797 705.07 29.0883 702.237 Q27.4968 699.372 27.4968 695.648 Q27.4968 689.506 31.3163 686.355 Q35.1038 683.203 42.4881 683.203 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M46.0847 655.322 Q46.0847 662.419 47.7079 665.157 Q49.3312 667.894 53.2461 667.894 Q56.3653 667.894 58.2114 665.857 Q60.0256 663.788 60.0256 660.255 Q60.0256 655.385 56.5881 652.457 Q53.1188 649.497 47.3897 649.497 L46.0847 649.497 L46.0847 655.322 M43.6657 643.641 L64.0042 643.641 L64.0042 649.497 L58.5933 649.497 Q61.8398 651.502 63.3994 654.494 Q64.9272 657.486 64.9272 661.815 Q64.9272 667.289 61.8716 670.536 Q58.7843 673.75 53.6281 673.75 Q47.6125 673.75 44.5569 669.74 Q41.5014 665.698 41.5014 657.709 L41.5014 649.497 L40.9285 649.497 Q36.8862 649.497 34.6901 652.171 Q32.4621 654.812 32.4621 659.619 Q32.4621 662.674 33.1941 665.57 Q33.9262 668.467 35.3903 671.14 L29.9795 671.14 Q28.7381 667.926 28.1334 664.902 Q27.4968 661.878 27.4968 659.014 Q27.4968 651.279 31.5072 647.46 Q35.5176 643.641 43.6657 643.641 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M14.479 631.578 L14.479 625.721 L64.0042 625.721 L64.0042 631.578 L14.479 631.578 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M18.2347 607.674 L28.3562 607.674 L28.3562 595.611 L32.9077 595.611 L32.9077 607.674 L52.2594 607.674 Q56.6199 607.674 57.8613 606.497 Q59.1026 605.287 59.1026 601.627 L59.1026 595.611 L64.0042 595.611 L64.0042 601.627 Q64.0042 608.406 61.4897 610.985 Q58.9434 613.563 52.2594 613.563 L32.9077 613.563 L32.9077 617.86 L28.3562 617.86 L28.3562 613.563 L18.2347 613.563 L18.2347 607.674 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M67.3143 573.077 Q73.68 575.559 75.6216 577.915 Q77.5631 580.27 77.5631 584.217 L77.5631 588.896 L72.6615 588.896 L72.6615 585.458 Q72.6615 583.039 71.5157 581.702 Q70.3699 580.366 66.1048 578.742 L63.4312 577.692 L28.3562 592.11 L28.3562 585.904 L56.238 574.764 L28.3562 563.624 L28.3562 557.417 L67.3143 573.077 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M882.257 63.9476 L882.257 47.7034 L868.889 47.7034 L868.889 40.9789 L890.358 40.9789 L890.358 66.9452 Q885.619 70.3075 879.907 72.0494 Q874.195 73.7508 867.714 73.7508 Q853.536 73.7508 845.515 65.4869 Q837.535 57.1826 837.535 42.3968 Q837.535 27.5705 845.515 19.3066 Q853.536 11.0023 867.714 11.0023 Q873.628 11.0023 878.935 12.4606 Q884.282 13.9189 888.778 16.7545 L888.778 25.464 Q884.241 21.6156 879.137 19.6712 Q874.033 17.7268 868.402 17.7268 Q857.303 17.7268 851.713 23.9246 Q846.163 30.1225 846.163 42.3968 Q846.163 54.6305 851.713 60.8284 Q857.303 67.0263 868.402 67.0263 Q872.737 67.0263 876.14 66.2971 Q879.542 65.5274 882.257 63.9476 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M925.601 49.7694 Q916.568 49.7694 913.084 51.8354 Q909.6 53.9013 909.6 58.8839 Q909.6 62.8538 912.193 65.2034 Q914.826 67.5124 919.322 67.5124 Q925.52 67.5124 929.247 63.1374 Q933.014 58.7219 933.014 51.4303 L933.014 49.7694 L925.601 49.7694 M940.468 46.6907 L940.468 72.576 L933.014 72.576 L933.014 65.6895 Q930.462 69.8214 926.654 71.8063 Q922.847 73.7508 917.337 73.7508 Q910.37 73.7508 906.238 69.8619 Q902.146 65.9325 902.146 59.3701 Q902.146 51.7138 907.251 47.825 Q912.395 43.9361 922.563 43.9361 L933.014 43.9361 L933.014 43.2069 Q933.014 38.0623 929.612 35.2672 Q926.249 32.4315 920.132 32.4315 Q916.244 32.4315 912.557 33.3632 Q908.871 34.295 905.468 36.1584 L905.468 29.2718 Q909.56 27.692 913.408 26.9223 Q917.256 26.1121 920.902 26.1121 Q930.746 26.1121 935.607 31.2163 Q940.468 36.3204 940.468 46.6907 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M955.051 54.671 L955.051 27.2059 L962.505 27.2059 L962.505 54.3874 Q962.505 60.8284 965.017 64.0691 Q967.528 67.2693 972.551 67.2693 Q978.587 67.2693 982.071 63.421 Q985.595 59.5726 985.595 52.9291 L985.595 27.2059 L993.049 27.2059 L993.049 72.576 L985.595 72.576 L985.595 65.6084 Q982.881 69.7404 979.276 71.7658 Q975.711 73.7508 970.971 73.7508 Q963.153 73.7508 959.102 68.8897 Q955.051 64.0286 955.051 54.671 M973.807 26.1121 L973.807 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1037.33 28.5427 L1037.33 35.5912 Q1034.17 33.9709 1030.76 33.1607 Q1027.36 32.3505 1023.71 32.3505 Q1018.16 32.3505 1015.37 34.0519 Q1012.61 35.7533 1012.61 39.156 Q1012.61 41.7486 1014.6 43.2475 Q1016.58 44.7058 1022.58 46.0426 L1025.13 46.6097 Q1033.07 48.3111 1036.39 51.4303 Q1039.76 54.509 1039.76 60.0587 Q1039.76 66.3781 1034.73 70.0644 Q1029.75 73.7508 1021 73.7508 Q1017.35 73.7508 1013.38 73.0216 Q1009.45 72.3329 1005.08 70.9151 L1005.08 63.2184 Q1009.21 65.3654 1013.22 66.4591 Q1017.23 67.5124 1021.16 67.5124 Q1026.43 67.5124 1029.26 65.73 Q1032.1 63.9071 1032.1 60.6258 Q1032.1 57.5877 1030.03 55.9673 Q1028.01 54.3469 1021.08 52.8481 L1018.49 52.2405 Q1011.56 50.7821 1008.48 47.7845 Q1005.4 44.7463 1005.4 39.4801 Q1005.4 33.0797 1009.94 29.5959 Q1014.48 26.1121 1022.82 26.1121 Q1026.95 26.1121 1030.6 26.7198 Q1034.25 27.3274 1037.33 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1080.55 28.5427 L1080.55 35.5912 Q1077.39 33.9709 1073.99 33.1607 Q1070.58 32.3505 1066.94 32.3505 Q1061.39 32.3505 1058.59 34.0519 Q1055.84 35.7533 1055.84 39.156 Q1055.84 41.7486 1057.82 43.2475 Q1059.81 44.7058 1065.8 46.0426 L1068.36 46.6097 Q1076.29 48.3111 1079.62 51.4303 Q1082.98 54.509 1082.98 60.0587 Q1082.98 66.3781 1077.96 70.0644 Q1072.97 73.7508 1064.22 73.7508 Q1060.58 73.7508 1056.61 73.0216 Q1052.68 72.3329 1048.3 70.9151 L1048.3 63.2184 Q1052.44 65.3654 1056.45 66.4591 Q1060.46 67.5124 1064.39 67.5124 Q1069.65 67.5124 1072.49 65.73 Q1075.32 63.9071 1075.32 60.6258 Q1075.32 57.5877 1073.26 55.9673 Q1071.23 54.3469 1064.3 52.8481 L1061.71 52.2405 Q1054.78 50.7821 1051.71 47.7845 Q1048.63 44.7463 1048.63 39.4801 Q1048.63 33.0797 1053.16 29.5959 Q1057.7 26.1121 1066.05 26.1121 Q1070.18 26.1121 1073.82 26.7198 Q1077.47 27.3274 1080.55 28.5427 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1094.85 27.2059 L1102.3 27.2059 L1102.3 72.576 L1094.85 72.576 L1094.85 27.2059 M1094.85 9.54393 L1102.3 9.54393 L1102.3 18.9825 L1094.85 18.9825 L1094.85 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1138.52 49.7694 Q1129.48 49.7694 1126 51.8354 Q1122.52 53.9013 1122.52 58.8839 Q1122.52 62.8538 1125.11 65.2034 Q1127.74 67.5124 1132.24 67.5124 Q1138.44 67.5124 1142.16 63.1374 Q1145.93 58.7219 1145.93 51.4303 L1145.93 49.7694 L1138.52 49.7694 M1153.38 46.6907 L1153.38 72.576 L1145.93 72.576 L1145.93 65.6895 Q1143.38 69.8214 1139.57 71.8063 Q1135.76 73.7508 1130.25 73.7508 Q1123.29 73.7508 1119.15 69.8619 Q1115.06 65.9325 1115.06 59.3701 Q1115.06 51.7138 1120.17 47.825 Q1125.31 43.9361 1135.48 43.9361 L1145.93 43.9361 L1145.93 43.2069 Q1145.93 38.0623 1142.53 35.2672 Q1139.16 32.4315 1133.05 32.4315 Q1129.16 32.4315 1125.47 33.3632 Q1121.79 34.295 1118.38 36.1584 L1118.38 29.2718 Q1122.48 27.692 1126.32 26.9223 Q1130.17 26.1121 1133.82 26.1121 Q1143.66 26.1121 1148.52 31.2163 Q1153.38 36.3204 1153.38 46.6907 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1206.45 45.1919 L1206.45 72.576 L1199 72.576 L1199 45.4349 Q1199 38.994 1196.49 35.7938 Q1193.97 32.5936 1188.95 32.5936 Q1182.91 32.5936 1179.43 36.4419 Q1175.95 40.2903 1175.95 46.9338 L1175.95 72.576 L1168.45 72.576 L1168.45 27.2059 L1175.95 27.2059 L1175.95 34.2544 Q1178.62 30.163 1182.23 28.1376 Q1185.87 26.1121 1190.61 26.1121 Q1198.43 26.1121 1202.44 30.9732 Q1206.45 35.7938 1206.45 45.1919 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1283.01 35.9153 Q1285.81 30.8922 1289.7 28.5022 Q1293.59 26.1121 1298.85 26.1121 Q1305.94 26.1121 1309.79 31.0947 Q1313.64 36.0368 1313.64 45.1919 L1313.64 72.576 L1306.14 72.576 L1306.14 45.4349 Q1306.14 38.913 1303.83 35.7533 Q1301.53 32.5936 1296.79 32.5936 Q1290.99 32.5936 1287.63 36.4419 Q1284.27 40.2903 1284.27 46.9338 L1284.27 72.576 L1276.77 72.576 L1276.77 45.4349 Q1276.77 38.8725 1274.47 35.7533 Q1272.16 32.5936 1267.34 32.5936 Q1261.62 32.5936 1258.26 36.4824 Q1254.9 40.3308 1254.9 46.9338 L1254.9 72.576 L1247.41 72.576 L1247.41 27.2059 L1254.9 27.2059 L1254.9 34.2544 Q1257.45 30.082 1261.02 28.0971 Q1264.58 26.1121 1269.48 26.1121 Q1274.42 26.1121 1277.87 28.6237 Q1281.35 31.1352 1283.01 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1346.09 32.4315 Q1340.09 32.4315 1336.61 37.1306 Q1333.12 41.7891 1333.12 49.9314 Q1333.12 58.0738 1336.57 62.7728 Q1340.05 67.4314 1346.09 67.4314 Q1352.04 67.4314 1355.52 62.7323 Q1359.01 58.0333 1359.01 49.9314 Q1359.01 41.8701 1355.52 37.1711 Q1352.04 32.4315 1346.09 32.4315 M1346.09 26.1121 Q1355.81 26.1121 1361.36 32.4315 Q1366.91 38.7509 1366.91 49.9314 Q1366.91 61.0714 1361.36 67.4314 Q1355.81 73.7508 1346.09 73.7508 Q1336.32 73.7508 1330.77 67.4314 Q1325.26 61.0714 1325.26 49.9314 Q1325.26 38.7509 1330.77 32.4315 Q1336.32 26.1121 1346.09 26.1121 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1409.12 34.0924 L1409.12 9.54393 L1416.57 9.54393 L1416.57 72.576 L1409.12 72.576 L1409.12 65.7705 Q1406.77 69.8214 1403.16 71.8063 Q1399.6 73.7508 1394.57 73.7508 Q1386.35 73.7508 1381.17 67.1883 Q1376.02 60.6258 1376.02 49.9314 Q1376.02 39.2371 1381.17 32.6746 Q1386.35 26.1121 1394.57 26.1121 Q1399.6 26.1121 1403.16 28.0971 Q1406.77 30.0415 1409.12 34.0924 M1383.72 49.9314 Q1383.72 58.1548 1387.08 62.8538 Q1390.48 67.5124 1396.4 67.5124 Q1402.31 67.5124 1405.71 62.8538 Q1409.12 58.1548 1409.12 49.9314 Q1409.12 41.7081 1405.71 37.0496 Q1402.31 32.3505 1396.4 32.3505 Q1390.48 32.3505 1387.08 37.0496 Q1383.72 41.7081 1383.72 49.9314 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1470.73 48.0275 L1470.73 51.6733 L1436.46 51.6733 Q1436.95 59.3701 1441.08 63.421 Q1445.25 67.4314 1452.66 67.4314 Q1456.96 67.4314 1460.97 66.3781 Q1465.02 65.3249 1468.99 63.2184 L1468.99 70.267 Q1464.98 71.9684 1460.77 72.8596 Q1456.55 73.7508 1452.22 73.7508 Q1441.36 73.7508 1435 67.4314 Q1428.68 61.1119 1428.68 50.3365 Q1428.68 39.1965 1434.68 32.6746 Q1440.71 26.1121 1450.92 26.1121 Q1460.08 26.1121 1465.38 32.0264 Q1470.73 37.9003 1470.73 48.0275 M1463.28 45.84 Q1463.2 39.7232 1459.83 36.0774 Q1456.51 32.4315 1451 32.4315 Q1444.77 32.4315 1441 35.9558 Q1437.27 39.4801 1436.7 45.8805 L1463.28 45.84 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1482.97 9.54393 L1490.42 9.54393 L1490.42 72.576 L1482.97 72.576 L1482.97 9.54393 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1550.29 9.62495 Q1544.86 18.942 1542.23 28.0566 Q1539.6 37.1711 1539.6 46.5287 Q1539.6 55.8863 1542.23 65.0818 Q1544.9 74.2369 1550.29 83.5134 L1543.81 83.5134 Q1537.73 73.9938 1534.7 64.7983 Q1531.7 55.6027 1531.7 46.5287 Q1531.7 37.4952 1534.7 28.3401 Q1537.69 19.1851 1543.81 9.62495 L1550.29 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1600.08 35.9153 Q1602.87 30.8922 1606.76 28.5022 Q1610.65 26.1121 1615.92 26.1121 Q1623 26.1121 1626.85 31.0947 Q1630.7 36.0368 1630.7 45.1919 L1630.7 72.576 L1623.21 72.576 L1623.21 45.4349 Q1623.21 38.913 1620.9 35.7533 Q1618.59 32.5936 1613.85 32.5936 Q1608.06 32.5936 1604.69 36.4419 Q1601.33 40.2903 1601.33 46.9338 L1601.33 72.576 L1593.84 72.576 L1593.84 45.4349 Q1593.84 38.8725 1591.53 35.7533 Q1589.22 32.5936 1584.4 32.5936 Q1578.69 32.5936 1575.33 36.4824 Q1571.96 40.3308 1571.96 46.9338 L1571.96 72.576 L1564.47 72.576 L1564.47 27.2059 L1571.96 27.2059 L1571.96 34.2544 Q1574.52 30.082 1578.08 28.0971 Q1581.65 26.1121 1586.55 26.1121 Q1591.49 26.1121 1594.93 28.6237 Q1598.42 31.1352 1600.08 35.9153 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1646.7 12.096 L1678.83 12.096 L1678.83 18.9825 L1654.2 18.9825 L1654.2 33.8088 Q1655.98 33.2012 1657.76 32.9176 Q1659.54 32.5936 1661.33 32.5936 Q1671.45 32.5936 1677.37 38.1433 Q1683.28 43.6931 1683.28 53.1722 Q1683.28 62.9348 1677.21 68.3631 Q1671.13 73.7508 1660.07 73.7508 Q1656.26 73.7508 1652.29 73.1026 Q1648.36 72.4545 1644.15 71.1582 L1644.15 62.9348 Q1647.8 64.9198 1651.69 65.892 Q1655.57 66.8642 1659.91 66.8642 Q1666.92 66.8642 1671.01 63.1779 Q1675.1 59.4916 1675.1 53.1722 Q1675.1 46.8528 1671.01 43.1664 Q1666.92 39.4801 1659.91 39.4801 Q1656.63 39.4801 1653.35 40.2093 Q1650.11 40.9384 1646.7 42.4778 L1646.7 12.096 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1699.4 62.2867 L1707.95 62.2867 L1707.95 72.576 L1699.4 72.576 L1699.4 62.2867 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1750.57 39.9662 Q1756.44 41.222 1759.72 45.1919 Q1763.04 49.1618 1763.04 54.9951 Q1763.04 63.9476 1756.89 68.8492 Q1750.73 73.7508 1739.39 73.7508 Q1735.58 73.7508 1731.53 72.9811 Q1727.52 72.2519 1723.22 70.7531 L1723.22 62.8538 Q1726.63 64.8388 1730.68 65.8515 Q1734.73 66.8642 1739.14 66.8642 Q1746.84 66.8642 1750.85 63.826 Q1754.9 60.7879 1754.9 54.9951 Q1754.9 49.6479 1751.13 46.6502 Q1747.41 43.612 1740.72 43.612 L1733.68 43.612 L1733.68 36.8875 L1741.05 36.8875 Q1747.08 36.8875 1750.28 34.4975 Q1753.48 32.067 1753.48 27.5299 Q1753.48 22.8714 1750.16 20.4004 Q1746.88 17.8888 1740.72 17.8888 Q1737.36 17.8888 1733.51 18.618 Q1729.67 19.3471 1725.05 20.8865 L1725.05 13.5948 Q1729.71 12.2985 1733.76 11.6504 Q1737.85 11.0023 1741.45 11.0023 Q1750.77 11.0023 1756.2 15.2557 Q1761.63 19.4686 1761.63 26.6793 Q1761.63 31.7024 1758.75 35.1862 Q1755.87 38.6294 1750.57 39.9662 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><path clip-path=\"url(#clip720)\" d=\"M1776.33 9.62495 L1782.81 9.62495 Q1788.89 19.1851 1791.89 28.3401 Q1794.93 37.4952 1794.93 46.5287 Q1794.93 55.6027 1791.89 64.7983 Q1788.89 73.9938 1782.81 83.5134 L1776.33 83.5134 Q1781.72 74.2369 1784.35 65.0818 Q1787.03 55.8863 1787.03 46.5287 Q1787.03 37.1711 1784.35 28.0566 Q1781.72 18.942 1776.33 9.62495 Z\" fill=\"#000000\" fill-rule=\"evenodd\" fill-opacity=\"1\" /><circle clip-path=\"url(#clip722)\" cx=\"1083.28\" cy=\"1167.27\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"799.777\" cy=\"781.955\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"954.017\" cy=\"1355.27\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"485.875\" cy=\"701.333\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1284.32\" cy=\"1311.81\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"757.176\" cy=\"1150\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"899.894\" cy=\"1023.87\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"981.499\" cy=\"1338.6\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1041.62\" cy=\"929.529\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1328.37\" cy=\"1280.96\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"731.089\" cy=\"1256.49\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1049.04\" cy=\"1105.09\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"338.375\" cy=\"412.22\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1343.13\" cy=\"1304.29\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"853.643\" cy=\"1328.71\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1038.54\" cy=\"1384.62\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"908.342\" cy=\"1379.03\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"940.115\" cy=\"1102.85\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"831.174\" cy=\"1348.06\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1099.32\" cy=\"539.979\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1222.18\" cy=\"1369.11\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1449.12\" cy=\"1299.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"962.629\" cy=\"1364.75\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1158.47\" cy=\"805.41\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"909.121\" cy=\"1309.35\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1146.52\" cy=\"1333.22\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1035.84\" cy=\"1291.32\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1032.44\" cy=\"1213\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1150.5\" cy=\"1261.7\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"829.448\" cy=\"820.459\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"993.885\" cy=\"1379.3\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"991.086\" cy=\"861.106\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1030.44\" cy=\"1386.4\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1076\" cy=\"628.666\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"804.889\" cy=\"1377.46\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"683.353\" cy=\"966.517\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"883.08\" cy=\"1354.61\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1027.02\" cy=\"1143.6\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"816.979\" cy=\"810.425\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1254.62\" cy=\"1300.29\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"891.361\" cy=\"1338.57\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1081.85\" cy=\"1217.65\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"596.97\" cy=\"1374.4\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1348.41\" cy=\"160.256\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1064.39\" cy=\"1321.25\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"940.088\" cy=\"1372.58\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1175.4\" cy=\"1382.53\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"845.188\" cy=\"1356.85\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1138.15\" cy=\"1238.72\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<circle clip-path=\"url(#clip722)\" cx=\"1480.48\" cy=\"782.386\" r=\"14\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip722)\" style=\"stroke:#000000; stroke-linecap:butt; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"\n",
       "  2294.08,2722.89 2294.08,-1176.24 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fun = (r, (a,m,y)) -> logpdf(IsoTDist(2, [r.a + r.bA * a + r.bM * m], r.σ), [y])\n",
    "m5_3t_ll = link(m5_3t_df, fun, zip(d.A, d.M, d.D));\n",
    "m5_3t_ll = hcat(m5_3t_ll...);\n",
    "\n",
    "m5_3t_t = ll_to_psis(m5_3t_ll)\n",
    "PSIS_m5_3t = psis_loo(m5_3t_t)\n",
    "WAIC_m5_3t = waic(m5_3t_ll, pointwise=true)\n",
    "\n",
    "scatter(PSIS_m5_3t.pointwise(:pareto_k), WAIC_m5_3t.penalty, \n",
    "    xlab=\"PSIS Pareto k\", ylab=\"WAIC penalty\", title=\"Gaussian model (m5.3)\")\n",
    "vline!([0.5], c=:black, s=:dash)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "404ab067",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.6.2",
   "language": "julia",
   "name": "julia-1.6"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.6.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}