Min-Vol Enclosing Ellipsoids.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "using Convex, JuMP, Mosek, SCS, CPLEX, Pajarito, LinearAlgebra, Plots "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Utilities, Plotting and Solvers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "plot_and_check (generic function with 1 method)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function plot_and_check(points, D_val, z_val)\n",
    "    n_points = size(points,2)\n",
    "    c=inv(D_val)*(z_val)\n",
    "    println(\"Max violation (big-M): \",\n",
    "            max(0,maximum(((points[:,i] - c)'*D_val*(points[:,i] - c))[1] for i in 1:n_points) - 1),\n",
    "            \" (\",get_bigM(points),\")\")\n",
    "    println(\"Log Det: \",log(det(D_val)))\n",
    "    println(\"Root Det: \",(det(D_val)^(1/size(points,1))))\n",
    "    t = 0:0.01:2pi\n",
    "    ellipse=inv(cholesky(Symmetric(D_val)).U)*[cos.(t) sin.(t)]'\n",
    "    plot(ellipse[1,:].+c[1],ellipse[2,:].+c[2],legend=false,linewidth=3)\n",
    "    scatter!(points[1,:],points[2,:],legend=false)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "get_bigM (generic function with 1 method)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function get_bigM(points)\n",
    "   1000\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Pajarito_SCS_CPLEX (generic function with 1 method)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Pajarito_SCS_CPLEX(;log_level=3,root_only=true,time_limit=Inf)\n",
    "    mip_solver_drives = true\n",
    "    rel_gap = 1e-5\n",
    "    if isinf(time_limit)\n",
    "        MIPsolver = CplexSolver(\n",
    "            CPX_PARAM_SCRIND = mip_solver_drives && log_level > 0 ? 1 : 0,\n",
    "            CPX_PARAM_EPINT = 1e-8,\n",
    "            CPX_PARAM_EPRHS = 1e-7,\n",
    "            CPX_PARAM_EPGAP = (mip_solver_drives ? 1e-5 : 1e-9)\n",
    "        )\n",
    "    else\n",
    "        MIPsolver = CplexSolver(\n",
    "            CPX_PARAM_SCRIND = mip_solver_drives && log_level > 0 ? 1 : 0,\n",
    "            CPX_PARAM_EPINT = 1e-8,\n",
    "            CPX_PARAM_EPRHS = 1e-7,\n",
    "            CPX_PARAM_EPGAP = (mip_solver_drives ? 1e-5 : 1e-9),\n",
    "            CPX_PARAM_TILIM = time_limit\n",
    "        )\n",
    "    end\n",
    "    \n",
    "    CPsolver = SCSSolver(eps=1e-6, max_iters=1000000, verbose=log_level)\n",
    "    MICPsolver = PajaritoSolver(mip_solver_drives=mip_solver_drives,\n",
    "        timeout = time_limit,\n",
    "        log_level = log_level,\n",
    "        rel_gap = rel_gap,\n",
    "        mip_solver = MIPsolver,\n",
    "        cont_solver = CPsolver,\n",
    "        solve_subp = !root_only,\n",
    "        solve_relax = true,\n",
    "        init_sdp_soc = false,\n",
    "        sdp_soc = false,\n",
    "        sdp_eig = true,\n",
    "        # prim_cuts_only=true,\n",
    "        prim_cuts_always = true,\n",
    "        # prim_cuts_assist=true\n",
    "    )\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Pajarito_Mosek_CPLEX (generic function with 1 method)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Pajarito_Mosek_CPLEX(;log_level=3,root_only=true,time_limit=Inf)\n",
    "    mip_solver_drives = true\n",
    "    rel_gap = 1e-5\n",
    "    if isinf(time_limit)\n",
    "        MIPsolver = CplexSolver(\n",
    "            CPX_PARAM_SCRIND = mip_solver_drives && log_level > 0 ? 1 : 0,\n",
    "            CPX_PARAM_EPINT = 1e-8,\n",
    "            CPX_PARAM_EPRHS = 1e-7,\n",
    "            CPX_PARAM_EPGAP = (mip_solver_drives ? 1e-5 : 1e-9)\n",
    "        )\n",
    "    else\n",
    "        MIPsolver = CplexSolver(\n",
    "            CPX_PARAM_SCRIND = mip_solver_drives && log_level > 0 ? 1 : 0,\n",
    "            CPX_PARAM_EPINT = 1e-8,\n",
    "            CPX_PARAM_EPRHS = 1e-7,\n",
    "            CPX_PARAM_EPGAP = (mip_solver_drives ? 1e-5 : 1e-9),\n",
    "            CPX_PARAM_TILIM = time_limit\n",
    "        )\n",
    "    end\n",
    "    \n",
    "    CPsolver = MosekSolver(MSK_IPAR_LOG=0)\n",
    "    MICPsolver = PajaritoSolver(mip_solver_drives=mip_solver_drives,\n",
    "        timeout = time_limit,\n",
    "        log_level = log_level,\n",
    "        rel_gap = rel_gap,\n",
    "        mip_solver = MIPsolver,\n",
    "        cont_solver = CPsolver,\n",
    "        solve_subp = !root_only,\n",
    "        solve_relax = true,\n",
    "        init_sdp_soc = false,\n",
    "        sdp_soc = false,\n",
    "        sdp_eig = true,\n",
    "        # prim_cuts_only=true,\n",
    "        prim_cuts_always = true,\n",
    "        # prim_cuts_assist=true\n",
    "    )\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Instances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "dim = 2\n",
    "original = 9 \n",
    "noise = 1 \n",
    "points = [randn(dim,original)  randn(dim,noise).+10*ones(dim)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2×100 Array{Float64,2}:\n",
       "  0.2277    -1.06985    0.358735   1.17819  …   9.57702  -10.2051    -9.75261\n",
       " -0.853595   0.565372  -0.75473   -1.21866     -8.47456   -9.63078  -10.0962 "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dim = 2\n",
    "original = 90\n",
    "noise = 10\n",
    "points = [randn(dim,original)  10*rand([-1,1],dim,noise) + randn(dim,noise) ]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Models"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SDP + EXP and SDP + SOCP with Convex.jl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Convexjl_base (generic function with 1 method)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Convexjl_base(points, fraction)\n",
    "    n_points = size(points,2)\n",
    "    dim = size(points,1)\n",
    "    A = Convex.Semidefinite(dim)\n",
    "    z = Convex.Variable(dim)\n",
    "    s = Convex.Variable()\n",
    "    t = Convex.Variable()\n",
    "    model = Convex.maximize(\n",
    "        t,\n",
    "        [s z'; z A] in :SDP\n",
    "    )\n",
    "    if fraction ≈ 1\n",
    "        for i in 1:n_points\n",
    "            model.constraints += points[:,i]'*A*points[:,i] - 2*points[:,i]'*z + s <= 1\n",
    "        end\n",
    "    else\n",
    "        M = get_bigM(points)\n",
    "        np = Convex.Variable(n_points, :Bin)\n",
    "        for i in 1:n_points\n",
    "            model.constraints += points[:,i]'*A*points[:,i] - 2*points[:,i]'*z + s <= 1 + M*np[i]\n",
    "        end\n",
    "        model.constraints += sum(np) <= (1-fraction)*n_points\n",
    "    end\n",
    "        \n",
    "    model, A, z, t\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Convexjl_add_logdet (generic function with 1 method)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Convexjl_add_logdet(model, A, t)\n",
    "    model.constraints += t <= logdet(A)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Convexjl_add_diagdet (generic function with 1 method)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Convexjl_add_diagdet(model, A, t)\n",
    "    D = Convex.Variable(size(A)) # diagonal matrix\n",
    "    U = Convex.Variable(size(A)) # upper triangular matrix\n",
    "    model.constraints += [D U; U' A] in :SDP\n",
    "    model.constraints += diag(D) == diag(U)\n",
    "    for i in 1:A.size[1]\n",
    "        for j in 1:A.size[2]\n",
    "            if i != j\n",
    "                model.constraints += D[i,j] == 0\n",
    "            end\n",
    "            if i > j\n",
    "                model.constraints += U[i,j] == 0\n",
    "            end\n",
    "        end\n",
    "    end\n",
    "    D\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Convexjl_add_logdet_SDP_EXP (generic function with 1 method)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Convexjl_add_logdet_SDP_EXP(model, A, t)\n",
    "    D = Convexjl_add_diagdet(model, A, t)\n",
    "    model.constraints += t <= sum(log(diag(D)))\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Convexjl_add_geomean (generic function with 1 method)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function Convexjl_add_geomean(model, A, t)\n",
    "    D = Convexjl_add_diagdet(model, A, t)\n",
    "    x = diag(D)\n",
    "    if length(x) == 2\n",
    "        model.constraints += t <= geomean(x[1],x[2]) \n",
    "    else\n",
    "        u = Convex.Variable(ceil(Int64, length(x)/2), Positive())\n",
    "        for i in 1:length(floor(Int64, length(x)/2))\n",
    "            model.constraints += u[i] <= geomean(x[2*i-1],x[2*i]) \n",
    "        end\n",
    "        if !isinteger(length(x)/2)\n",
    "            model.constraints += u[end] <= geomean(x[end],t) \n",
    "        end\n",
    "        addGeoMean(model,u,t)\n",
    "    end\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SDP + SOCP with JuMP.jl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "addGeoMean (generic function with 1 method)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function addGeoMean(model,x,t)\n",
    "    setlowerbound.(x,0) \n",
    "    if length(x) == 2\n",
    "        @constraint(model,norm([t (x[1]-x[2])/2]) <= (x[1]+x[2])/2) # @constraint(model, t^2 <= x[1]*x[2])\n",
    "    else\n",
    "        u = @variable(model, [1:floor(Int64, length(x)/2)], lowerbound = 0)\n",
    "        for i in 1:length(u)\n",
    "            @constraint(model,norm([u[i] (x[2*i-1]-x[2*i])/2]) <= (x[2*i-1]+x[2*i])/2) # @constraint(model, u[i]^2 <= x[2*i-1]*x[2*i])\n",
    "        end\n",
    "        if !isinteger(length(x)/2)\n",
    "            push!(u,@variable(model, lowerbound = 0))\n",
    "            @constraint(model, norm([u[end] (x[end]-t)/2]) <= (x[end]+t)/2) # @constraint(model, u[end]^2 <= x[end]*t)\n",
    "        end\n",
    "        addGeoMean(model,u,t)\n",
    "    end\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "JuMPjl (generic function with 1 method)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function JuMPjl( points, fraction, solver)\n",
    "    n_points = size(points,2)\n",
    "    dim = size(points,1)\n",
    "    \n",
    "    model = Model(solver=solver)\n",
    "    @variable(model, A[1:dim,1:dim], SDP)\n",
    "    @variable(model, z[1:dim])\n",
    "    @variable(model, s)\n",
    "    @variable(model, U[1:dim,1:dim]) # upper triangular matrix\n",
    "    @variable(model, D[1:dim,1:dim]) # diagonal matrix\n",
    "    @SDconstraint(model, [s z'; z A] >= 0)\n",
    "    @SDconstraint(model, [D U; U' A] >= 0)\n",
    "    @constraint(model, diag(D) .== diag(U))\n",
    "    for i in 1:dim\n",
    "        for j in 1:dim\n",
    "            if i != j\n",
    "                setupperbound(D[i,j],0) \n",
    "                setlowerbound(D[i,j],0) \n",
    "            end\n",
    "            if i > j\n",
    "                setupperbound(U[i,j],0) \n",
    "                setlowerbound(U[i,j],0) \n",
    "            end\n",
    "        end\n",
    "    end\n",
    "    \n",
    "    if fraction ≈ 1\n",
    "        for i in 1:n_points\n",
    "            @constraint(model, points[:,i]'*A*points[:,i] - 2*points[:,i]'*z + s <= 1)\n",
    "        end\n",
    "    else\n",
    "        M = get_bigM(points)\n",
    "        @variable(model, np[1:n_points], Bin)\n",
    "        for i in 1:n_points\n",
    "            @constraint(model, points[:,i]'*A*points[:,i] - 2*points[:,i]'*z + s <= 1 + M*np[i])\n",
    "        end\n",
    "        @constraint(model, sum(np) <= (1-fraction)*n_points)\n",
    "    end\n",
    "    @variable(model, t >= 0)\n",
    "    addGeoMean(model, diag(D), t)\n",
    "    @objective(model, Max, t)\n",
    "    model, A, z, t\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Solve for all points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  8.067891 seconds (47.48 k allocations: 4.834 MiB)\n",
      "Max violation (big-M): 6.262040387561285e-6 (1000)\n",
      "Log Det: -10.600804760240285\n",
      "Root Det: 0.004989585792793946\n"
     ]
    },
    {
     "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=\"clip8200\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8201\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8201)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8202\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8201)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8203\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  257.027,1503.47 257.027,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  601.548,1503.47 601.548,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1635.11,1503.47 1635.11,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1979.63,1503.47 1979.63,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1278.48 2321.26,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1027.38 2321.26,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,776.279 2321.26,776.279 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,525.176 2321.26,525.176 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,274.073 2321.26,274.073 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  257.027,1503.47 257.027,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  601.548,1503.47 601.548,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1635.11,1503.47 1635.11,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1979.63,1503.47 1979.63,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1278.48 208.3,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1027.38 208.3,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,776.279 208.3,776.279 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,525.176 208.3,525.176 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,274.073 208.3,274.073 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 257.027, 1557.47)\" x=\"257.027\" y=\"1557.47\">-15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 601.548, 1557.47)\" x=\"601.548\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 946.068, 1557.47)\" x=\"946.068\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1290.59, 1557.47)\" x=\"1290.59\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1635.11, 1557.47)\" x=\"1635.11\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1979.63, 1557.47)\" x=\"1979.63\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1295.98)\" x=\"152.123\" y=\"1295.98\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1044.88)\" x=\"152.123\" y=\"1044.88\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 793.779)\" x=\"152.123\" y=\"793.779\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 542.676)\" x=\"152.123\" y=\"542.676\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 291.573)\" x=\"152.123\" y=\"291.573\">10</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip8203)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  2258.33,775.36 2257.61,768.491 2256.79,761.623 2255.87,754.756 2254.84,747.892 2253.72,741.029 2252.5,734.171 2251.17,727.316 2249.75,720.467 2248.22,713.622 \n",
       "  2246.6,706.784 2244.87,699.953 2243.05,693.13 2241.12,686.314 2239.1,679.508 2236.98,672.711 2234.76,665.924 2232.44,659.149 2230.02,652.384 2227.5,645.633 \n",
       "  2224.89,638.894 2222.18,632.169 2219.37,625.458 2216.46,618.762 2213.46,612.082 2210.36,605.418 2207.17,598.771 2203.87,592.142 2200.49,585.531 2197.01,578.939 \n",
       "  2193.43,572.367 2189.76,565.815 2185.99,559.284 2182.13,552.774 2178.18,546.287 2174.14,539.823 2170,533.382 2165.77,526.966 2161.45,520.574 2157.03,514.208 \n",
       "  2152.53,507.868 2147.94,501.555 2143.25,495.269 2138.48,489.011 2133.62,482.781 2128.66,476.581 2123.63,470.411 2118.5,464.272 2113.29,458.163 2107.99,452.086 \n",
       "  2102.6,446.042 2097.13,440.03 2091.57,434.052 2085.93,428.108 2080.21,422.199 2074.4,416.325 2068.51,410.487 2062.54,404.686 2056.49,398.921 2050.35,393.195 \n",
       "  2044.14,387.506 2037.84,381.856 2031.47,376.246 2025.02,370.675 2018.49,365.145 2011.89,359.656 2005.2,354.209 1998.45,348.804 1991.61,343.441 1984.71,338.121 \n",
       "  1977.73,332.846 1970.67,327.614 1963.55,322.427 1956.35,317.286 1949.08,312.19 1941.75,307.141 1934.34,302.139 1926.86,297.183 1919.32,292.276 1911.71,287.417 \n",
       "  1904.03,282.607 1896.29,277.846 1888.48,273.135 1880.61,268.474 1872.68,263.863 1864.68,259.304 1856.62,254.796 1848.5,250.341 1840.32,245.938 1832.09,241.588 \n",
       "  1823.79,237.291 1815.44,233.048 1807.03,228.86 1798.56,224.726 1790.04,220.647 1781.46,216.623 1772.83,212.656 1764.15,208.744 1755.42,204.89 1746.63,201.092 \n",
       "  1737.8,197.352 1728.92,193.67 1719.99,190.045 1711.01,186.48 1701.99,182.973 1692.92,179.525 1683.8,176.137 1674.65,172.809 1665.45,169.541 1656.21,166.334 \n",
       "  1646.93,163.188 1637.6,160.103 1628.24,157.079 1618.84,154.117 1609.41,151.218 1599.94,148.381 1590.43,145.606 1580.89,142.895 1571.31,140.246 1561.71,137.661 \n",
       "  1552.07,135.14 1542.4,132.683 1532.7,130.291 1522.98,127.963 1513.23,125.699 1503.45,123.501 1493.64,121.367 1483.81,119.299 1473.96,117.297 1464.08,115.36 \n",
       "  1454.18,113.49 1444.27,111.686 1434.33,109.948 1424.37,108.276 1414.4,106.671 1404.41,105.134 1394.4,103.663 1384.38,102.259 1374.35,100.923 1364.3,99.6539 \n",
       "  1354.24,98.4526 1344.18,97.3189 1334.1,96.2531 1324.01,95.2552 1313.92,94.3252 1303.82,93.4634 1293.71,92.6698 1283.6,91.9444 1273.49,91.2874 1263.37,90.6988 \n",
       "  1253.25,90.1787 1243.13,89.727 1233.01,89.344 1222.9,89.0295 1212.78,88.7837 1202.67,88.6065 1192.57,88.498 1182.47,88.4582 1172.37,88.487 1162.29,88.5846 \n",
       "  1152.21,88.7508 1142.14,88.9857 1132.09,89.2893 1122.04,89.6614 1112.01,90.1021 1101.99,90.6114 1091.99,91.1891 1082,91.8352 1072.02,92.5497 1062.07,93.3324 \n",
       "  1052.14,94.1834 1042.22,95.1025 1032.32,96.0896 1022.45,97.1446 1012.6,98.2675 1002.77,99.458 992.969,100.716 983.192,102.042 973.441,103.435 963.718,104.895 \n",
       "  954.023,106.422 944.358,108.016 934.723,109.677 925.12,111.404 915.549,113.198 906.011,115.058 896.508,116.984 887.039,118.976 877.607,121.033 868.212,123.156 \n",
       "  858.856,125.345 849.538,127.598 840.26,129.916 831.022,132.298 821.827,134.745 812.674,137.256 803.565,139.83 794.501,142.469 785.482,145.17 776.509,147.935 \n",
       "  767.583,150.762 758.705,153.651 749.877,156.603 741.098,159.617 732.37,162.692 723.694,165.829 715.07,169.027 706.5,172.285 697.984,175.603 689.523,178.982 \n",
       "  681.117,182.42 672.769,185.917 664.478,189.473 656.246,193.088 648.073,196.762 639.959,200.493 631.907,204.281 623.917,208.127 615.989,212.029 608.124,215.988 \n",
       "  600.323,220.002 592.587,224.072 584.917,228.198 577.313,232.378 569.776,236.612 562.307,240.9 554.907,245.242 547.576,249.636 540.315,254.083 533.125,258.583 \n",
       "  526.007,263.134 518.961,267.736 511.987,272.389 505.088,277.092 498.263,281.845 491.513,286.648 484.838,291.499 478.24,296.399 471.719,301.346 465.276,306.341 \n",
       "  458.911,311.383 452.625,316.471 446.419,321.606 440.293,326.785 434.248,332.009 428.284,337.278 422.402,342.591 416.603,347.947 410.887,353.345 405.255,358.786 \n",
       "  399.707,364.268 394.244,369.792 388.866,375.356 383.575,380.96 378.37,386.604 373.252,392.286 368.222,398.007 363.279,403.765 358.425,409.561 353.661,415.393 \n",
       "  348.985,421.261 344.4,427.165 339.905,433.103 335.501,439.076 331.188,445.082 326.967,451.121 322.839,457.193 318.802,463.297 314.859,469.431 311.009,475.597 \n",
       "  307.253,481.792 303.591,488.017 300.024,494.27 296.551,500.552 293.174,506.861 289.892,513.196 286.706,519.559 283.617,525.946 280.623,532.359 277.727,538.796 \n",
       "  274.928,545.256 272.226,551.74 269.622,558.246 267.115,564.773 264.707,571.322 262.397,577.891 260.186,584.48 258.074,591.088 256.06,597.714 254.146,604.358 \n",
       "  252.332,611.019 250.617,617.697 249.002,624.39 247.486,631.099 246.071,637.822 244.757,644.559 243.542,651.308 242.428,658.07 241.415,664.844 240.503,671.629 \n",
       "  239.691,678.425 238.98,685.23 238.37,692.044 237.861,698.866 237.454,705.696 237.147,712.533 236.942,719.376 236.837,726.225 236.834,733.079 236.932,739.937 \n",
       "  237.132,746.798 237.432,753.663 237.834,760.529 238.336,767.397 238.94,774.266 239.645,781.135 240.45,788.004 241.357,794.871 242.364,801.736 243.471,808.598 \n",
       "  244.68,815.458 245.988,822.313 247.397,829.163 248.906,836.008 250.515,842.847 252.224,849.68 254.033,856.505 255.941,863.321 257.948,870.129 260.054,876.928 \n",
       "  262.259,883.716 264.563,890.494 266.965,897.26 269.466,904.013 272.064,910.754 274.76,917.482 277.553,924.195 280.444,930.893 283.431,937.576 286.515,944.242 \n",
       "  289.695,950.892 292.971,957.524 296.343,964.138 299.809,970.733 303.371,977.308 307.027,983.864 310.777,990.398 314.622,996.911 318.559,1003.4 322.59,1009.87 \n",
       "  326.713,1016.31 330.928,1022.73 335.235,1029.13 339.634,1035.5 344.123,1041.84 348.703,1048.16 353.373,1054.45 358.132,1060.72 362.98,1066.95 367.917,1073.15 \n",
       "  372.943,1079.33 378.055,1085.47 383.255,1091.59 388.541,1097.67 393.913,1103.72 399.371,1109.74 404.914,1115.72 410.541,1121.67 416.252,1127.58 422.046,1133.46 \n",
       "  427.922,1139.31 433.881,1145.11 439.922,1150.88 446.043,1156.62 452.244,1162.31 458.525,1167.97 464.885,1173.58 471.324,1179.16 477.84,1184.7 484.433,1190.19 \n",
       "  491.103,1195.65 497.849,1201.06 504.669,1206.43 511.564,1211.75 518.533,1217.04 525.575,1222.28 532.689,1227.47 539.874,1232.62 547.131,1237.72 554.457,1242.78 \n",
       "  561.853,1247.79 569.318,1252.75 576.851,1257.67 584.451,1262.53 592.117,1267.35 599.849,1272.12 607.646,1276.84 615.507,1281.51 623.431,1286.13 631.418,1290.69 \n",
       "  639.466,1295.21 647.576,1299.67 655.745,1304.08 663.974,1308.44 672.261,1312.75 680.606,1317 689.008,1321.2 697.466,1325.34 705.979,1329.43 714.546,1333.46 \n",
       "  723.166,1337.44 731.839,1341.36 740.564,1345.22 749.34,1349.03 758.165,1352.78 767.04,1356.47 775.963,1360.1 784.933,1363.68 793.949,1367.19 803.011,1370.65 \n",
       "  812.117,1374.05 821.267,1377.39 830.46,1380.66 839.695,1383.88 848.97,1387.04 858.286,1390.13 867.64,1393.16 877.033,1396.14 886.463,1399.05 895.929,1401.89 \n",
       "  905.43,1404.68 914.966,1407.4 924.535,1410.06 934.136,1412.65 943.769,1415.18 953.433,1417.65 963.125,1420.05 972.847,1422.39 982.596,1424.67 992.372,1426.87 \n",
       "  1002.17,1429.02 1012,1431.1 1021.85,1433.11 1031.72,1435.06 1041.61,1436.94 1051.53,1438.75 1061.46,1440.5 1071.42,1442.18 1081.39,1443.8 1091.38,1445.35 \n",
       "  1101.38,1446.83 1111.4,1448.24 1121.43,1449.59 1131.47,1450.87 1141.53,1452.08 1151.6,1453.23 1161.67,1454.3 1171.76,1455.31 1181.85,1456.25 1191.95,1457.12 \n",
       "  1202.06,1457.93 1212.17,1458.67 1222.28,1459.33 1232.4,1459.93 1242.51,1460.46 1252.63,1460.93 1262.75,1461.32 1272.87,1461.65 1282.98,1461.9 1293.09,1462.09 \n",
       "  1303.2,1462.21 1313.3,1462.26 1323.4,1462.24 1333.48,1462.16 1343.56,1462 1353.63,1461.78 1363.69,1461.48 1373.74,1461.12 1383.77,1460.69 1393.79,1460.19 \n",
       "  1403.8,1459.63 1413.79,1458.99 1423.76,1458.29 1433.72,1457.52 1443.66,1456.68 1453.58,1455.77 1463.48,1454.79 1473.36,1453.75 1483.21,1452.64 1493.04,1451.46 \n",
       "  1502.85,1450.21 1512.63,1448.89 1522.38,1447.51 1532.11,1446.06 1541.81,1444.55 1551.48,1442.96 1561.12,1441.31 1570.73,1439.6 1580.31,1437.81 1589.85,1435.96 \n",
       "  1599.36,1434.05 1608.83,1432.07 1618.27,1430.02 1627.67,1427.91 1637.03,1425.73 1646.36,1423.49 1655.64,1421.18 1664.89,1418.81 1674.09,1416.37 1683.25,1413.87 \n",
       "  1692.36,1411.3 1701.44,1408.68 1710.46,1405.99 1719.44,1403.23 1728.38,1400.41 1737.26,1397.53 1746.1,1394.59 1754.88,1391.59 1763.62,1388.52 1772.3,1385.4 \n",
       "  1780.94,1382.21 1789.52,1378.96 1798.04,1375.65 1806.51,1372.28 1814.92,1368.85 1823.28,1365.36 1831.58,1361.82 1839.82,1358.21 1848.01,1354.55 1856.13,1350.83 \n",
       "  1864.19,1347.05 1872.19,1343.21 1880.13,1339.32 1888,1335.37 1895.82,1331.36 1903.56,1327.3 1911.24,1323.18 1918.86,1319.01 1926.4,1314.79 1933.88,1310.51 \n",
       "  1941.3,1306.17 1948.64,1301.79 1955.91,1297.35 1963.11,1292.86 1970.24,1288.32 1977.3,1283.72 1984.28,1279.08 1991.19,1274.38 1998.03,1269.64 2004.79,1264.84 \n",
       "  2011.48,1260 2018.09,1255.11 2024.62,1250.17 2031.08,1245.18 2037.46,1240.14 2043.76,1235.06 2049.97,1229.94 2056.11,1224.76 2062.17,1219.55 2068.15,1214.28 \n",
       "  2074.04,1208.98 2079.86,1203.63 2085.58,1198.24 2091.23,1192.8 2096.79,1187.33 2102.27,1181.81 2107.66,1176.25 2112.96,1170.66 2118.18,1165.02 2123.32,1159.34 \n",
       "  2128.36,1153.63 2133.32,1147.87 2138.18,1142.09 2142.96,1136.26 2147.65,1130.4 2152.25,1124.5 2156.76,1118.57 2161.18,1112.6 2165.51,1106.6 2169.74,1100.56 \n",
       "  2173.89,1094.5 2177.94,1088.4 2181.9,1082.27 2185.76,1076.11 2189.53,1069.92 2193.21,1063.7 2196.79,1057.45 2200.28,1051.17 2203.67,1044.87 2206.97,1038.53 \n",
       "  2210.17,1032.18 2213.27,1025.79 2216.28,1019.38 2219.19,1012.95 2222.01,1006.49 2224.73,1000.01 2227.35,993.513 2229.87,986.988 2232.29,980.443 2234.62,973.877 \n",
       "  2236.85,967.291 2238.97,960.687 2241,954.063 2242.93,947.422 2244.76,940.763 2246.49,934.088 2248.12,927.397 2249.66,920.691 2251.09,913.97 2252.42,907.236 \n",
       "  2253.65,900.488 2254.78,893.728 2255.81,886.956 2256.74,880.173 2257.56,873.379 2258.29,866.575 2258.92,859.763 2259.44,852.942 2259.86,846.113 2260.19,839.277 \n",
       "  2260.41,832.435 2260.53,825.587 2260.55,818.734 2260.47,811.876 2260.28,805.015 2260,798.151 2259.61,791.285 2259.13,784.417 2258.54,777.548 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.147\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.147\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.886\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.886\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.182\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.182\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1371.77\" cy=\"837.481\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1371.77\" cy=\"837.481\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.018\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.018\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.741\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.741\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1295.89\" cy=\"798.147\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1295.89\" cy=\"798.147\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.957\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.957\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1236.89\" cy=\"878.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1236.89\" cy=\"878.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.095\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.095\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.254\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.254\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.65\" cy=\"690.029\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.65\" cy=\"690.029\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.124\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.124\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.363\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.363\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.317\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.317\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.925\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.925\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.17\" cy=\"768.942\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1154.17\" cy=\"768.942\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.67\" cy=\"830.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.67\" cy=\"830.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1353.66\" cy=\"816.438\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1353.66\" cy=\"816.438\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.969\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.969\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.4\" cy=\"747.556\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.4\" cy=\"747.556\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.52\" cy=\"857.282\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.52\" cy=\"857.282\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.143\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.143\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.94\" cy=\"765.164\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.94\" cy=\"765.164\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.08\" cy=\"767.793\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1321.08\" cy=\"767.793\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1359.06\" cy=\"787.956\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1359.06\" cy=\"787.956\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.14\" cy=\"774.693\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.14\" cy=\"774.693\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1346.46\" cy=\"732.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1346.46\" cy=\"732.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1250.4\" cy=\"722.167\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1250.4\" cy=\"722.167\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.12\" cy=\"713.045\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.12\" cy=\"713.045\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1262.18\" cy=\"825.884\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1262.18\" cy=\"825.884\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.795\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.795\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.749\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.749\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.033\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.033\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1426.39\" cy=\"741.354\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1426.39\" cy=\"741.354\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.321\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.321\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.93\" cy=\"785.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.93\" cy=\"785.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.09\" cy=\"774.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.09\" cy=\"774.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.513\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.513\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.7\" cy=\"709.743\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1327.7\" cy=\"709.743\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.358\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.358\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.28\" cy=\"715.569\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.28\" cy=\"715.569\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.475\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.475\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.65\" cy=\"666.554\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.65\" cy=\"666.554\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.09\" cy=\"731.643\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1440.09\" cy=\"731.643\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.367\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.367\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.275\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.275\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.217\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.217\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.69\" cy=\"690.079\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.69\" cy=\"690.079\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.36\" cy=\"775.649\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1256.36\" cy=\"775.649\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.873\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.873\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.797\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.797\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.749\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.749\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.549\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.549\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.195\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.195\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.782\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.782\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.897\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.897\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.094\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.094\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.509\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.509\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.867\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.867\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.184\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.184\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1338.15\" cy=\"785.237\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1338.15\" cy=\"785.237\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.463\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.463\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.449\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.449\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.049\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.049\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.522\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.522\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1209.5\" cy=\"765.045\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1209.5\" cy=\"765.045\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.839\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.839\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.739\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.739\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.646\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.646\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.133\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.133\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1417.59\" cy=\"698.405\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1417.59\" cy=\"698.405\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.007\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.007\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.136\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.136\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.949\" cy=\"1222.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"635.949\" cy=\"1222.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1947.89\" cy=\"1302.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1947.89\" cy=\"1302.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1935.28\" cy=\"1268.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1935.28\" cy=\"1268.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"648.51\" cy=\"317.005\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"648.51\" cy=\"317.005\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1957.8\" cy=\"318.317\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1957.8\" cy=\"318.317\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.074\" cy=\"1217.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"603.074\" cy=\"1217.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.223\" cy=\"320.932\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"447.223\" cy=\"320.932\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.49\" cy=\"1201.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1950.49\" cy=\"1201.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.416\" cy=\"1259.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"587.416\" cy=\"1259.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.594\" cy=\"1283.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"618.594\" cy=\"1283.32\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = Convexjl_base(points, 1);\n",
    "Convexjl_add_logdet(model, A, t)\n",
    "@time solve!(model, SCSSolver(verbose=0, max_iters=1000000, eps=1e-6))\n",
    "plot_and_check(points, A.value, z.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 16.091894 seconds (47.39 k allocations: 4.836 MiB)\n",
      "Max violation (big-M): 5.832841470487793e-6 (1000)\n",
      "Log Det: -10.600799965580851\n",
      "Root Det: 0.0049895977544905795\n"
     ]
    },
    {
     "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=\"clip8400\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8401\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8401)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8402\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8401)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8403\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  257.017,1503.47 257.017,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  601.543,1503.47 601.543,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  946.069,1503.47 946.069,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1290.6,1503.47 1290.6,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1979.65,1503.47 1979.65,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1278.48 2321.26,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1027.38 2321.26,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,776.281 2321.26,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,525.181 2321.26,525.181 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,274.082 2321.26,274.082 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  257.017,1503.47 257.017,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  601.543,1503.47 601.543,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  946.069,1503.47 946.069,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1290.6,1503.47 1290.6,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1979.65,1503.47 1979.65,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1278.48 208.3,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1027.38 208.3,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,776.281 208.3,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,525.181 208.3,525.181 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8401)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,274.082 208.3,274.082 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 257.017, 1557.47)\" x=\"257.017\" y=\"1557.47\">-15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 601.543, 1557.47)\" x=\"601.543\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 946.069, 1557.47)\" x=\"946.069\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1290.6, 1557.47)\" x=\"1290.6\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1635.12, 1557.47)\" x=\"1635.12\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1979.65, 1557.47)\" x=\"1979.65\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1295.98)\" x=\"152.123\" y=\"1295.98\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1044.88)\" x=\"152.123\" y=\"1044.88\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 793.781)\" x=\"152.123\" y=\"793.781\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 542.681)\" x=\"152.123\" y=\"542.681\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8401)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 291.582)\" x=\"152.123\" y=\"291.582\">10</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip8403)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  2258.33,775.36 2257.61,768.491 2256.79,761.623 2255.87,754.756 2254.84,747.892 2253.72,741.029 2252.49,734.171 2251.17,727.316 2249.75,720.467 2248.22,713.622 \n",
       "  2246.6,706.784 2244.87,699.953 2243.05,693.13 2241.12,686.314 2239.1,679.508 2236.98,672.711 2234.76,665.924 2232.44,659.149 2230.02,652.384 2227.5,645.633 \n",
       "  2224.89,638.894 2222.18,632.169 2219.37,625.458 2216.46,618.762 2213.46,612.082 2210.36,605.418 2207.17,598.771 2203.87,592.142 2200.49,585.531 2197.01,578.939 \n",
       "  2193.43,572.367 2189.76,565.815 2185.99,559.284 2182.13,552.774 2178.18,546.287 2174.14,539.823 2170,533.382 2165.77,526.966 2161.45,520.574 2157.03,514.208 \n",
       "  2152.53,507.868 2147.93,501.555 2143.25,495.269 2138.48,489.011 2133.61,482.781 2128.66,476.581 2123.62,470.411 2118.5,464.272 2113.28,458.163 2107.98,452.086 \n",
       "  2102.6,446.042 2097.13,440.03 2091.57,434.052 2085.93,428.108 2080.21,422.199 2074.4,416.325 2068.51,410.487 2062.54,404.686 2056.48,398.921 2050.35,393.195 \n",
       "  2044.14,387.506 2037.84,381.856 2031.47,376.246 2025.02,370.675 2018.49,365.145 2011.88,359.656 2005.2,354.209 1998.44,348.804 1991.61,343.441 1984.71,338.121 \n",
       "  1977.73,332.846 1970.67,327.614 1963.55,322.427 1956.35,317.286 1949.08,312.19 1941.74,307.141 1934.34,302.139 1926.86,297.183 1919.32,292.276 1911.71,287.417 \n",
       "  1904.03,282.607 1896.29,277.846 1888.48,273.135 1880.61,268.474 1872.68,263.863 1864.68,259.304 1856.62,254.796 1848.5,250.341 1840.32,245.938 1832.08,241.588 \n",
       "  1823.79,237.291 1815.43,233.048 1807.02,228.86 1798.56,224.726 1790.03,220.647 1781.46,216.623 1772.83,212.656 1764.15,208.744 1755.42,204.89 1746.63,201.092 \n",
       "  1737.8,197.352 1728.92,193.67 1719.99,190.045 1711.01,186.48 1701.99,182.973 1692.92,179.525 1683.8,176.137 1674.65,172.809 1665.45,169.541 1656.2,166.334 \n",
       "  1646.92,163.188 1637.6,160.103 1628.24,157.079 1618.84,154.117 1609.41,151.218 1599.93,148.381 1590.43,145.606 1580.89,142.895 1571.31,140.246 1561.71,137.661 \n",
       "  1552.07,135.14 1542.4,132.683 1532.7,130.291 1522.98,127.963 1513.22,125.699 1503.44,123.501 1493.64,121.367 1483.81,119.299 1473.95,117.297 1464.08,115.36 \n",
       "  1454.18,113.49 1444.26,111.686 1434.33,109.948 1424.37,108.276 1414.4,106.671 1404.41,105.134 1394.4,103.663 1384.38,102.259 1374.35,100.923 1364.3,99.6539 \n",
       "  1354.24,98.4526 1344.17,97.3189 1334.1,96.2531 1324.01,95.2552 1313.91,94.3252 1303.81,93.4634 1293.71,92.6698 1283.6,91.9444 1273.48,91.2874 1263.37,90.6988 \n",
       "  1253.25,90.1787 1243.13,89.727 1233.01,89.344 1222.89,89.0295 1212.78,88.7837 1202.67,88.6065 1192.56,88.498 1182.46,88.4582 1172.37,88.487 1162.29,88.5846 \n",
       "  1152.21,88.7508 1142.14,88.9857 1132.08,89.2893 1122.04,89.6614 1112.01,90.1021 1101.99,90.6114 1091.98,91.1891 1081.99,91.8352 1072.02,92.5497 1062.07,93.3324 \n",
       "  1052.13,94.1834 1042.22,95.1025 1032.32,96.0896 1022.45,97.1446 1012.6,98.2675 1002.77,99.458 992.967,100.716 983.189,102.042 973.439,103.435 963.715,104.895 \n",
       "  954.021,106.422 944.356,108.016 934.721,109.677 925.117,111.404 915.546,113.198 906.009,115.058 896.505,116.984 887.037,118.976 877.605,121.033 868.21,123.156 \n",
       "  858.853,125.345 849.535,127.598 840.257,129.916 831.02,132.298 821.825,134.745 812.672,137.256 803.563,139.83 794.498,142.469 785.479,145.17 776.506,147.935 \n",
       "  767.581,150.762 758.703,153.651 749.875,156.603 741.096,159.617 732.368,162.692 723.692,165.829 715.068,169.027 706.498,172.285 697.982,175.603 689.521,178.982 \n",
       "  681.115,182.42 672.767,185.917 664.476,189.473 656.244,193.088 648.071,196.762 639.957,200.493 631.905,204.281 623.915,208.127 615.987,212.029 608.122,215.988 \n",
       "  600.321,220.002 592.585,224.072 584.915,228.198 577.311,232.378 569.774,236.612 562.305,240.9 554.905,245.242 547.574,249.636 540.313,254.083 533.123,258.583 \n",
       "  526.005,263.134 518.959,267.736 511.986,272.389 505.086,277.092 498.261,281.845 491.511,286.648 484.837,291.499 478.239,296.399 471.718,301.346 465.274,306.341 \n",
       "  458.91,311.383 452.624,316.471 446.417,321.606 440.291,326.785 434.246,332.009 428.282,337.278 422.4,342.591 416.601,347.947 410.885,353.345 405.253,358.786 \n",
       "  399.705,364.268 394.243,369.792 388.865,375.356 383.574,380.96 378.369,386.604 373.251,392.286 368.22,398.007 363.278,403.765 358.424,409.561 353.659,415.393 \n",
       "  348.984,421.261 344.399,427.165 339.904,433.103 335.5,439.076 331.187,445.082 326.966,451.121 322.838,457.193 318.801,463.297 314.858,469.431 311.008,475.597 \n",
       "  307.252,481.792 303.59,488.017 300.023,494.27 296.551,500.552 293.173,506.861 289.891,513.196 286.706,519.559 283.616,525.946 280.623,532.359 277.726,538.796 \n",
       "  274.927,545.256 272.225,551.74 269.621,558.246 267.115,564.773 264.706,571.322 262.397,577.891 260.185,584.48 258.073,591.088 256.06,597.714 254.146,604.358 \n",
       "  252.331,611.019 250.616,617.697 249.001,624.39 247.486,631.099 246.071,637.822 244.756,644.559 243.542,651.308 242.428,658.07 241.415,664.844 240.502,671.629 \n",
       "  239.691,678.425 238.98,685.23 238.37,692.044 237.861,698.866 237.454,705.696 237.147,712.533 236.942,719.376 236.837,726.225 236.834,733.079 236.932,739.937 \n",
       "  237.132,746.798 237.432,753.663 237.834,760.529 238.336,767.397 238.94,774.266 239.645,781.135 240.45,788.004 241.357,794.871 242.364,801.736 243.472,808.598 \n",
       "  244.68,815.458 245.989,822.313 247.398,829.163 248.907,836.008 250.516,842.847 252.225,849.68 254.033,856.505 255.941,863.321 257.948,870.129 260.055,876.928 \n",
       "  262.26,883.716 264.564,890.494 266.966,897.26 269.466,904.013 272.065,910.754 274.761,917.482 277.554,924.195 280.445,930.893 283.432,937.576 286.516,944.242 \n",
       "  289.696,950.892 292.972,957.524 296.343,964.138 299.81,970.733 303.372,977.308 307.028,983.864 310.778,990.398 314.622,996.911 318.56,1003.4 322.591,1009.87 \n",
       "  326.714,1016.31 330.929,1022.73 335.236,1029.13 339.635,1035.5 344.124,1041.84 348.704,1048.16 353.374,1054.45 358.133,1060.72 362.982,1066.95 367.919,1073.15 \n",
       "  372.944,1079.33 378.056,1085.47 383.256,1091.59 388.542,1097.67 393.915,1103.72 399.372,1109.74 404.915,1115.72 410.542,1121.67 416.253,1127.58 422.047,1133.46 \n",
       "  427.924,1139.31 433.883,1145.11 439.923,1150.88 446.044,1156.62 452.246,1162.31 458.527,1167.97 464.887,1173.58 471.325,1179.16 477.842,1184.7 484.435,1190.19 \n",
       "  491.105,1195.65 497.85,1201.06 504.671,1206.43 511.566,1211.75 518.535,1217.04 525.576,1222.28 532.69,1227.47 539.876,1232.62 547.133,1237.72 554.459,1242.78 \n",
       "  561.855,1247.79 569.32,1252.75 576.853,1257.67 584.453,1262.53 592.119,1267.35 599.851,1272.12 607.648,1276.84 615.509,1281.51 623.433,1286.13 631.42,1290.69 \n",
       "  639.468,1295.21 647.578,1299.67 655.747,1304.08 663.976,1308.44 672.264,1312.75 680.608,1317 689.01,1321.2 697.468,1325.34 705.981,1329.43 714.548,1333.46 \n",
       "  723.169,1337.44 731.842,1341.36 740.566,1345.22 749.342,1349.03 758.168,1352.78 767.042,1356.47 775.965,1360.1 784.935,1363.68 793.951,1367.19 803.013,1370.65 \n",
       "  812.12,1374.05 821.27,1377.39 830.462,1380.66 839.697,1383.88 848.973,1387.04 858.288,1390.13 867.643,1393.16 877.035,1396.14 886.465,1399.05 895.931,1401.89 \n",
       "  905.433,1404.68 914.968,1407.4 924.537,1410.06 934.139,1412.65 943.772,1415.18 953.435,1417.65 963.128,1420.05 972.849,1422.39 982.598,1424.67 992.374,1426.87 \n",
       "  1002.18,1429.02 1012,1431.1 1021.85,1433.11 1031.72,1435.06 1041.62,1436.94 1051.53,1438.75 1061.47,1440.5 1071.42,1442.18 1081.39,1443.8 1091.38,1445.35 \n",
       "  1101.38,1446.83 1111.4,1448.24 1121.43,1449.59 1131.48,1450.87 1141.53,1452.08 1151.6,1453.23 1161.68,1454.3 1171.76,1455.31 1181.85,1456.25 1191.95,1457.12 \n",
       "  1202.06,1457.93 1212.17,1458.67 1222.28,1459.33 1232.4,1459.93 1242.52,1460.46 1252.64,1460.93 1262.75,1461.32 1272.87,1461.65 1282.98,1461.9 1293.1,1462.09 \n",
       "  1303.2,1462.21 1313.3,1462.26 1323.4,1462.24 1333.49,1462.16 1343.56,1462 1353.63,1461.78 1363.69,1461.48 1373.74,1461.12 1383.77,1460.69 1393.79,1460.19 \n",
       "  1403.8,1459.63 1413.79,1458.99 1423.77,1458.29 1433.72,1457.52 1443.66,1456.68 1453.58,1455.77 1463.48,1454.79 1473.36,1453.75 1483.21,1452.64 1493.04,1451.46 \n",
       "  1502.85,1450.21 1512.63,1448.89 1522.39,1447.51 1532.11,1446.06 1541.81,1444.55 1551.48,1442.96 1561.12,1441.31 1570.73,1439.6 1580.31,1437.81 1589.85,1435.96 \n",
       "  1599.36,1434.05 1608.83,1432.07 1618.27,1430.02 1627.67,1427.91 1637.04,1425.73 1646.36,1423.49 1655.64,1421.18 1664.89,1418.81 1674.09,1416.37 1683.25,1413.87 \n",
       "  1692.37,1411.3 1701.44,1408.68 1710.46,1405.99 1719.44,1403.23 1728.38,1400.41 1737.26,1397.53 1746.1,1394.59 1754.89,1391.59 1763.62,1388.52 1772.31,1385.4 \n",
       "  1780.94,1382.21 1789.52,1378.96 1798.04,1375.65 1806.51,1372.28 1814.93,1368.85 1823.28,1365.36 1831.58,1361.82 1839.83,1358.21 1848.01,1354.55 1856.13,1350.83 \n",
       "  1864.19,1347.05 1872.19,1343.21 1880.13,1339.32 1888.01,1335.37 1895.82,1331.36 1903.56,1327.3 1911.24,1323.18 1918.86,1319.01 1926.41,1314.79 1933.89,1310.51 \n",
       "  1941.3,1306.17 1948.64,1301.79 1955.91,1297.35 1963.11,1292.86 1970.24,1288.32 1977.3,1283.72 1984.29,1279.08 1991.2,1274.38 1998.03,1269.64 2004.8,1264.84 \n",
       "  2011.48,1260 2018.09,1255.11 2024.63,1250.17 2031.08,1245.18 2037.46,1240.14 2043.76,1235.06 2049.98,1229.94 2056.11,1224.76 2062.17,1219.55 2068.15,1214.28 \n",
       "  2074.04,1208.98 2079.86,1203.63 2085.59,1198.24 2091.23,1192.8 2096.79,1187.33 2102.27,1181.81 2107.66,1176.25 2112.97,1170.66 2118.18,1165.02 2123.32,1159.34 \n",
       "  2128.36,1153.63 2133.32,1147.87 2138.19,1142.09 2142.96,1136.26 2147.65,1130.4 2152.25,1124.5 2156.76,1118.57 2161.18,1112.6 2165.51,1106.6 2169.74,1100.56 \n",
       "  2173.89,1094.5 2177.94,1088.4 2181.9,1082.27 2185.76,1076.11 2189.53,1069.92 2193.21,1063.7 2196.79,1057.45 2200.28,1051.17 2203.67,1044.87 2206.97,1038.53 \n",
       "  2210.17,1032.18 2213.28,1025.79 2216.28,1019.38 2219.2,1012.95 2222.01,1006.49 2224.73,1000.01 2227.35,993.513 2229.87,986.988 2232.29,980.443 2234.62,973.877 \n",
       "  2236.85,967.291 2238.97,960.687 2241,954.063 2242.93,947.422 2244.76,940.763 2246.49,934.088 2248.12,927.397 2249.66,920.691 2251.09,913.97 2252.42,907.236 \n",
       "  2253.65,900.488 2254.78,893.728 2255.81,886.956 2256.74,880.173 2257.56,873.379 2258.29,866.575 2258.92,859.763 2259.44,852.942 2259.86,846.113 2260.19,839.277 \n",
       "  2260.41,832.435 2260.53,825.587 2260.55,818.734 2260.47,811.876 2260.28,805.015 2260,798.151 2259.61,791.285 2259.13,784.417 2258.54,777.548 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1306.29\" cy=\"819.149\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1306.29\" cy=\"819.149\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1216.88\" cy=\"747.888\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1216.88\" cy=\"747.888\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1266.77\" cy=\"814.019\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1266.77\" cy=\"814.019\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.743\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.743\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.061\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.061\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.79\" cy=\"792.097\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.79\" cy=\"792.097\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.52\" cy=\"782.256\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.52\" cy=\"782.256\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.099\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.099\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.27\" cy=\"729.127\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.27\" cy=\"729.127\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.319\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.319\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.66\" cy=\"824.927\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1271.66\" cy=\"824.927\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.944\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.944\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1299.86\" cy=\"800.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1299.86\" cy=\"800.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1305.79\" cy=\"861.331\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1305.79\" cy=\"861.331\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1274.7\" cy=\"895.111\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1274.7\" cy=\"895.111\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1257.54\" cy=\"756.402\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1257.54\" cy=\"756.402\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.6\" cy=\"719.647\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.6\" cy=\"719.647\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.64\" cy=\"744.872\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.64\" cy=\"744.872\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.146\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.146\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.795\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.795\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.958\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.958\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.802\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.802\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.78\" cy=\"786.751\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.78\" cy=\"786.751\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1453.83\" cy=\"792.035\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1453.83\" cy=\"792.035\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.356\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.356\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.442\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.442\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.97\" cy=\"742.515\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1224.97\" cy=\"742.515\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.746\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.746\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.572\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.572\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.45\" cy=\"803.477\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.45\" cy=\"803.477\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.558\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.558\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.97\" cy=\"777.277\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.97\" cy=\"777.277\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.219\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.219\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.082\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.082\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.875\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.875\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.799\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.799\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1268.88\" cy=\"705.752\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1268.88\" cy=\"705.752\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.551\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.551\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.36\" cy=\"796.197\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1195.36\" cy=\"796.197\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.899\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.899\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.097\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.097\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.36\" cy=\"753.512\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.36\" cy=\"753.512\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.11\" cy=\"771.868\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.11\" cy=\"771.868\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.186\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.186\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.239\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.239\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.26\" cy=\"799.465\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.26\" cy=\"799.465\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.452\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.452\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.16\" cy=\"842.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1333.16\" cy=\"842.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.25\" cy=\"822.524\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.25\" cy=\"822.524\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.23\" cy=\"768.841\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.23\" cy=\"768.841\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.742\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.742\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.5\" cy=\"776.648\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1287.5\" cy=\"776.648\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.135\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.135\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.408\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.408\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.519\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.519\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1285.7\" cy=\"832.008\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1285.7\" cy=\"832.008\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.138\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.138\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.945\" cy=\"1222.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"635.945\" cy=\"1222.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"648.507\" cy=\"317.013\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"648.507\" cy=\"317.013\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1957.82\" cy=\"318.325\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1957.82\" cy=\"318.325\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.07\" cy=\"1217.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"603.07\" cy=\"1217.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.216\" cy=\"320.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"447.216\" cy=\"320.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.412\" cy=\"1259.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"587.412\" cy=\"1259.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.59\" cy=\"1283.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8403)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"618.59\" cy=\"1283.31\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = Convexjl_base(points, 1);\n",
    "Convexjl_add_logdet_SDP_EXP(model, A, t)\n",
    "@time solve!(model, SCSSolver(verbose=0, max_iters=1000000, eps=1e-6))\n",
    "plot_and_check(points, A.value, z.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.169463 seconds (47.56 k allocations: 4.804 MiB)\n",
      "Max violation (big-M): 4.4233169063101485e-6 (1000)\n",
      "Log Det: -10.60079737899822\n",
      "Root Det: 0.004989604207498199\n"
     ]
    },
    {
     "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=\"clip8600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8601\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8601)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8602\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8601)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8603\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  257.017,1503.47 257.017,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  601.543,1503.47 601.543,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1979.64,1503.47 1979.64,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1278.48 2321.26,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1027.38 2321.26,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,776.281 2321.26,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,525.18 2321.26,525.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,274.08 2321.26,274.08 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  257.017,1503.47 257.017,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  601.543,1503.47 601.543,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1979.64,1503.47 1979.64,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1278.48 208.3,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1027.38 208.3,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,776.281 208.3,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,525.18 208.3,525.18 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,274.08 208.3,274.08 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 257.017, 1557.47)\" x=\"257.017\" y=\"1557.47\">-15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 601.543, 1557.47)\" x=\"601.543\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 946.068, 1557.47)\" x=\"946.068\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1290.59, 1557.47)\" x=\"1290.59\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1635.12, 1557.47)\" x=\"1635.12\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1979.64, 1557.47)\" x=\"1979.64\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1295.98)\" x=\"152.123\" y=\"1295.98\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1044.88)\" x=\"152.123\" y=\"1044.88\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 793.781)\" x=\"152.123\" y=\"793.781\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 542.68)\" x=\"152.123\" y=\"542.68\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 291.58)\" x=\"152.123\" y=\"291.58\">10</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip8603)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  2258.33,775.36 2257.61,768.491 2256.79,761.623 2255.87,754.756 2254.84,747.892 2253.72,741.029 2252.49,734.171 2251.17,727.316 2249.75,720.467 2248.22,713.622 \n",
       "  2246.6,706.784 2244.87,699.953 2243.05,693.13 2241.12,686.314 2239.1,679.508 2236.98,672.711 2234.76,665.924 2232.44,659.149 2230.02,652.384 2227.5,645.633 \n",
       "  2224.89,638.894 2222.18,632.169 2219.37,625.458 2216.46,618.762 2213.46,612.082 2210.36,605.418 2207.17,598.771 2203.87,592.142 2200.49,585.531 2197.01,578.939 \n",
       "  2193.43,572.367 2189.76,565.815 2185.99,559.284 2182.13,552.774 2178.18,546.287 2174.14,539.823 2170,533.382 2165.77,526.966 2161.45,520.574 2157.03,514.208 \n",
       "  2152.53,507.868 2147.93,501.555 2143.25,495.269 2138.48,489.011 2133.61,482.781 2128.66,476.581 2123.62,470.411 2118.5,464.272 2113.28,458.163 2107.98,452.086 \n",
       "  2102.6,446.042 2097.13,440.03 2091.57,434.052 2085.93,428.108 2080.21,422.199 2074.4,416.325 2068.51,410.487 2062.54,404.686 2056.48,398.921 2050.35,393.195 \n",
       "  2044.14,387.506 2037.84,381.856 2031.47,376.246 2025.02,370.675 2018.49,365.145 2011.88,359.656 2005.2,354.209 1998.44,348.804 1991.61,343.441 1984.71,338.121 \n",
       "  1977.72,332.846 1970.67,327.614 1963.55,322.427 1956.35,317.286 1949.08,312.19 1941.74,307.141 1934.34,302.139 1926.86,297.183 1919.32,292.276 1911.71,287.417 \n",
       "  1904.03,282.607 1896.29,277.846 1888.48,273.135 1880.61,268.474 1872.68,263.863 1864.68,259.304 1856.62,254.796 1848.5,250.341 1840.32,245.938 1832.08,241.588 \n",
       "  1823.79,237.291 1815.43,233.048 1807.02,228.86 1798.56,224.726 1790.03,220.647 1781.46,216.623 1772.83,212.656 1764.15,208.744 1755.42,204.89 1746.63,201.092 \n",
       "  1737.8,197.352 1728.92,193.67 1719.99,190.045 1711.01,186.48 1701.98,182.973 1692.92,179.525 1683.8,176.137 1674.64,172.809 1665.45,169.541 1656.2,166.334 \n",
       "  1646.92,163.188 1637.6,160.103 1628.24,157.079 1618.84,154.117 1609.41,151.218 1599.93,148.381 1590.43,145.606 1580.89,142.895 1571.31,140.246 1561.7,137.661 \n",
       "  1552.07,135.14 1542.4,132.683 1532.7,130.291 1522.98,127.963 1513.22,125.699 1503.44,123.501 1493.64,121.367 1483.81,119.299 1473.95,117.297 1464.08,115.36 \n",
       "  1454.18,113.49 1444.26,111.686 1434.33,109.948 1424.37,108.276 1414.4,106.671 1404.41,105.134 1394.4,103.663 1384.38,102.259 1374.35,100.923 1364.3,99.6539 \n",
       "  1354.24,98.4526 1344.17,97.3189 1334.09,96.2531 1324.01,95.2552 1313.91,94.3252 1303.81,93.4634 1293.71,92.6698 1283.6,91.9444 1273.48,91.2874 1263.37,90.6988 \n",
       "  1253.25,90.1787 1243.13,89.727 1233.01,89.344 1222.89,89.0295 1212.78,88.7837 1202.67,88.6065 1192.56,88.498 1182.46,88.4582 1172.37,88.487 1162.28,88.5846 \n",
       "  1152.21,88.7508 1142.14,88.9857 1132.08,89.2893 1122.04,89.6614 1112.01,90.1021 1101.99,90.6114 1091.98,91.1891 1081.99,91.8352 1072.02,92.5497 1062.07,93.3324 \n",
       "  1052.13,94.1834 1042.22,95.1025 1032.32,96.0896 1022.45,97.1446 1012.6,98.2675 1002.77,99.458 992.966,100.716 983.189,102.042 973.438,103.435 963.715,104.895 \n",
       "  954.02,106.422 944.355,108.016 934.72,109.677 925.117,111.404 915.546,113.198 906.008,115.058 896.505,116.984 887.036,118.976 877.604,121.033 868.209,123.156 \n",
       "  858.853,125.345 849.535,127.598 840.257,129.916 831.019,132.298 821.824,134.745 812.671,137.256 803.562,139.83 794.498,142.469 785.479,145.17 776.506,147.935 \n",
       "  767.58,150.762 758.703,153.651 749.874,156.603 741.095,159.617 732.368,162.692 723.691,165.829 715.068,169.027 706.497,172.285 697.981,175.603 689.52,178.982 \n",
       "  681.115,182.42 672.766,185.917 664.475,189.473 656.243,193.088 648.07,196.762 639.957,200.493 631.905,204.281 623.914,208.127 615.986,212.029 608.121,215.988 \n",
       "  600.32,220.002 592.584,224.072 584.914,228.198 577.31,232.378 569.773,236.612 562.305,240.9 554.904,245.242 547.573,249.636 540.313,254.083 533.123,258.583 \n",
       "  526.004,263.134 518.958,267.736 511.985,272.389 505.086,277.092 498.26,281.845 491.51,286.648 484.836,291.499 478.238,296.399 471.717,301.346 465.274,306.341 \n",
       "  458.909,311.383 452.623,316.471 446.417,321.606 440.291,326.785 434.246,332.009 428.282,337.278 422.4,342.591 416.601,347.947 410.885,353.345 405.253,358.786 \n",
       "  399.705,364.268 394.242,369.792 388.865,375.356 383.573,380.96 378.368,386.604 373.25,392.286 368.22,398.007 363.278,403.765 358.424,409.561 353.659,415.393 \n",
       "  348.984,421.261 344.398,427.165 339.904,433.103 335.5,439.076 331.187,445.082 326.966,451.121 322.837,457.193 318.801,463.297 314.858,469.431 311.008,475.597 \n",
       "  307.252,481.792 303.59,488.017 300.023,494.27 296.55,500.552 293.173,506.861 289.891,513.196 286.705,519.559 283.616,525.946 280.622,532.359 277.726,538.796 \n",
       "  274.927,545.256 272.225,551.74 269.621,558.246 267.114,564.773 264.706,571.322 262.396,577.891 260.185,584.48 258.073,591.088 256.06,597.714 254.146,604.358 \n",
       "  252.331,611.019 250.616,617.697 249.001,624.39 247.486,631.099 246.071,637.822 244.756,644.559 243.542,651.308 242.428,658.07 241.415,664.844 240.502,671.629 \n",
       "  239.691,678.425 238.98,685.23 238.37,692.044 237.861,698.866 237.454,705.696 237.147,712.533 236.942,719.376 236.837,726.225 236.834,733.079 236.933,739.937 \n",
       "  237.132,746.798 237.432,753.663 237.834,760.529 238.337,767.397 238.94,774.266 239.645,781.135 240.45,788.004 241.357,794.871 242.364,801.736 243.472,808.598 \n",
       "  244.68,815.458 245.989,822.313 247.398,829.163 248.907,836.008 250.516,842.847 252.225,849.68 254.033,856.505 255.941,863.321 257.949,870.129 260.055,876.928 \n",
       "  262.26,883.716 264.564,890.494 266.966,897.26 269.467,904.013 272.065,910.754 274.761,917.482 277.554,924.195 280.445,930.893 283.432,937.576 286.516,944.242 \n",
       "  289.696,950.892 292.972,957.524 296.344,964.138 299.81,970.733 303.372,977.308 307.028,983.864 310.779,990.398 314.623,996.911 318.56,1003.4 322.591,1009.87 \n",
       "  326.714,1016.31 330.929,1022.73 335.237,1029.13 339.635,1035.5 344.125,1041.84 348.704,1048.16 353.374,1054.45 358.134,1060.72 362.982,1066.95 367.919,1073.15 \n",
       "  372.944,1079.33 378.057,1085.47 383.257,1091.59 388.543,1097.67 393.915,1103.72 399.373,1109.74 404.916,1115.72 410.543,1121.67 416.253,1127.58 422.048,1133.46 \n",
       "  427.924,1139.31 433.883,1145.11 439.924,1150.88 446.045,1156.62 452.246,1162.31 458.527,1167.97 464.887,1173.58 471.326,1179.16 477.842,1184.7 484.436,1190.19 \n",
       "  491.105,1195.65 497.851,1201.06 504.671,1206.43 511.566,1211.75 518.535,1217.04 525.577,1222.28 532.691,1227.47 539.877,1232.62 547.133,1237.72 554.46,1242.78 \n",
       "  561.856,1247.79 569.321,1252.75 576.853,1257.67 584.453,1262.53 592.12,1267.35 599.852,1272.12 607.648,1276.84 615.509,1281.51 623.434,1286.13 631.42,1290.69 \n",
       "  639.469,1295.21 647.578,1299.67 655.748,1304.08 663.977,1308.44 672.264,1312.75 680.609,1317 689.011,1321.2 697.469,1325.34 705.982,1329.43 714.549,1333.46 \n",
       "  723.169,1337.44 731.842,1341.36 740.567,1345.22 749.343,1349.03 758.168,1352.78 767.043,1356.47 775.966,1360.1 784.936,1363.68 793.952,1367.19 803.014,1370.65 \n",
       "  812.12,1374.05 821.27,1377.39 830.463,1380.66 839.698,1383.88 848.973,1387.04 858.289,1390.13 867.643,1393.16 877.036,1396.14 886.466,1399.05 895.932,1401.89 \n",
       "  905.433,1404.68 914.969,1407.4 924.538,1410.06 934.139,1412.65 943.772,1415.18 953.436,1417.65 963.129,1420.05 972.85,1422.39 982.599,1424.67 992.375,1426.87 \n",
       "  1002.18,1429.02 1012,1431.1 1021.85,1433.11 1031.72,1435.06 1041.62,1436.94 1051.53,1438.75 1061.47,1440.5 1071.42,1442.18 1081.39,1443.8 1091.38,1445.35 \n",
       "  1101.38,1446.83 1111.4,1448.24 1121.43,1449.59 1131.48,1450.87 1141.53,1452.08 1151.6,1453.23 1161.68,1454.3 1171.76,1455.31 1181.85,1456.25 1191.95,1457.12 \n",
       "  1202.06,1457.93 1212.17,1458.67 1222.28,1459.33 1232.4,1459.93 1242.52,1460.46 1252.64,1460.93 1262.75,1461.32 1272.87,1461.65 1282.99,1461.9 1293.1,1462.09 \n",
       "  1303.2,1462.21 1313.3,1462.26 1323.4,1462.24 1333.49,1462.16 1343.56,1462 1353.63,1461.78 1363.69,1461.48 1373.74,1461.12 1383.77,1460.69 1393.8,1460.19 \n",
       "  1403.8,1459.63 1413.79,1458.99 1423.77,1458.29 1433.72,1457.52 1443.66,1456.68 1453.58,1455.77 1463.48,1454.79 1473.36,1453.75 1483.21,1452.64 1493.04,1451.46 \n",
       "  1502.85,1450.21 1512.63,1448.89 1522.39,1447.51 1532.12,1446.06 1541.81,1444.55 1551.48,1442.96 1561.12,1441.31 1570.73,1439.6 1580.31,1437.81 1589.85,1435.96 \n",
       "  1599.36,1434.05 1608.83,1432.07 1618.27,1430.02 1627.67,1427.91 1637.04,1425.73 1646.36,1423.49 1655.64,1421.18 1664.89,1418.81 1674.09,1416.37 1683.25,1413.87 \n",
       "  1692.37,1411.3 1701.44,1408.68 1710.46,1405.99 1719.44,1403.23 1728.38,1400.41 1737.26,1397.53 1746.1,1394.59 1754.89,1391.59 1763.62,1388.52 1772.31,1385.4 \n",
       "  1780.94,1382.21 1789.52,1378.96 1798.04,1375.65 1806.51,1372.28 1814.93,1368.85 1823.28,1365.36 1831.58,1361.82 1839.83,1358.21 1848.01,1354.55 1856.13,1350.83 \n",
       "  1864.19,1347.05 1872.19,1343.21 1880.13,1339.32 1888.01,1335.37 1895.82,1331.36 1903.56,1327.3 1911.25,1323.18 1918.86,1319.01 1926.41,1314.79 1933.89,1310.51 \n",
       "  1941.3,1306.17 1948.64,1301.79 1955.91,1297.35 1963.11,1292.86 1970.24,1288.32 1977.3,1283.72 1984.29,1279.08 1991.2,1274.38 1998.03,1269.64 2004.8,1264.84 \n",
       "  2011.48,1260 2018.09,1255.11 2024.63,1250.17 2031.08,1245.18 2037.46,1240.14 2043.76,1235.06 2049.98,1229.94 2056.12,1224.76 2062.17,1219.55 2068.15,1214.28 \n",
       "  2074.05,1208.98 2079.86,1203.63 2085.59,1198.24 2091.23,1192.8 2096.79,1187.33 2102.27,1181.81 2107.66,1176.25 2112.97,1170.66 2118.19,1165.02 2123.32,1159.34 \n",
       "  2128.36,1153.63 2133.32,1147.87 2138.19,1142.09 2142.96,1136.26 2147.65,1130.4 2152.25,1124.5 2156.76,1118.57 2161.18,1112.6 2165.51,1106.6 2169.74,1100.56 \n",
       "  2173.89,1094.5 2177.94,1088.4 2181.9,1082.27 2185.76,1076.11 2189.53,1069.92 2193.21,1063.7 2196.79,1057.45 2200.28,1051.17 2203.67,1044.87 2206.97,1038.53 \n",
       "  2210.17,1032.18 2213.28,1025.79 2216.28,1019.38 2219.2,1012.95 2222.01,1006.49 2224.73,1000.01 2227.35,993.513 2229.87,986.988 2232.29,980.443 2234.62,973.877 \n",
       "  2236.85,967.291 2238.97,960.687 2241,954.063 2242.93,947.422 2244.76,940.763 2246.49,934.088 2248.12,927.397 2249.66,920.691 2251.09,913.97 2252.42,907.236 \n",
       "  2253.65,900.488 2254.78,893.728 2255.81,886.956 2256.74,880.173 2257.56,873.379 2258.29,866.575 2258.92,859.763 2259.44,852.942 2259.86,846.113 2260.19,839.277 \n",
       "  2260.41,832.435 2260.53,825.587 2260.55,818.734 2260.47,811.876 2260.28,805.015 2260,798.151 2259.61,791.285 2259.13,784.417 2258.54,777.548 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1216.88\" cy=\"747.888\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1216.88\" cy=\"747.888\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.742\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.742\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.061\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.061\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.256\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.256\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.126\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.126\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.111\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.111\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1257.54\" cy=\"756.401\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1257.54\" cy=\"756.401\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.646\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.646\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.145\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.145\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.165\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.165\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.694\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.694\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.751\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.751\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.355\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.355\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.514\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.514\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.745\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.745\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.571\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.571\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.45\" cy=\"803.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.45\" cy=\"803.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.557\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.557\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.218\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.218\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.081\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.081\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.874\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.874\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.798\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.798\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.751\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.751\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.898\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.898\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.029\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.029\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.868\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.868\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.046\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.046\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.648\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.648\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.407\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.407\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.519\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.519\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.008\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.008\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.137\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.137\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.945\" cy=\"1222.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"635.945\" cy=\"1222.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"648.506\" cy=\"317.011\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"648.506\" cy=\"317.011\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1957.81\" cy=\"318.323\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1957.81\" cy=\"318.323\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.069\" cy=\"1217.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"603.069\" cy=\"1217.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.216\" cy=\"320.938\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"447.216\" cy=\"320.938\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.411\" cy=\"1259.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"587.411\" cy=\"1259.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.589\" cy=\"1283.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"618.589\" cy=\"1283.31\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = Convexjl_base(points, 1);\n",
    "Convexjl_add_geomean(model, A, t)\n",
    "@time solve!(model, SCSSolver(verbose=0, max_iters=1000000, eps=1e-6))\n",
    "plot_and_check(points, A.value, z.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.044384 seconds (1.82 k allocations: 435.992 KiB)\n",
      "Max violation (big-M): 1.5419465309030045e-6 (1000)\n",
      "Log Det: -10.600801381705548\n",
      "Root Det: 0.004989594221545525\n"
     ]
    },
    {
     "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=\"clip8800\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8801\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8801)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8802\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip8801)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8803\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  257.014,1503.47 257.014,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  601.541,1503.47 601.541,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  946.067,1503.47 946.067,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1979.65,1503.47 1979.65,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1278.48 2321.26,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1027.38 2321.26,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,776.281 2321.26,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,525.181 2321.26,525.181 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,274.082 2321.26,274.082 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  257.014,1503.47 257.014,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  601.541,1503.47 601.541,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  946.067,1503.47 946.067,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1979.65,1503.47 1979.65,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1278.48 208.3,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1027.38 208.3,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,776.281 208.3,776.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,525.181 208.3,525.181 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,274.082 208.3,274.082 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 257.014, 1557.47)\" x=\"257.014\" y=\"1557.47\">-15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 601.541, 1557.47)\" x=\"601.541\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 946.067, 1557.47)\" x=\"946.067\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1290.59, 1557.47)\" x=\"1290.59\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1635.12, 1557.47)\" x=\"1635.12\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1979.65, 1557.47)\" x=\"1979.65\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1295.98)\" x=\"152.123\" y=\"1295.98\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1044.88)\" x=\"152.123\" y=\"1044.88\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 793.781)\" x=\"152.123\" y=\"793.781\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 542.681)\" x=\"152.123\" y=\"542.681\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip8801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 291.582)\" x=\"152.123\" y=\"291.582\">10</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip8803)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  2258.33,775.36 2257.61,768.491 2256.79,761.623 2255.87,754.756 2254.84,747.892 2253.72,741.029 2252.49,734.171 2251.17,727.316 2249.75,720.467 2248.22,713.622 \n",
       "  2246.6,706.784 2244.87,699.953 2243.05,693.13 2241.12,686.314 2239.1,679.508 2236.98,672.711 2234.76,665.924 2232.44,659.149 2230.02,652.384 2227.5,645.633 \n",
       "  2224.89,638.894 2222.18,632.169 2219.37,625.458 2216.46,618.762 2213.46,612.082 2210.36,605.418 2207.17,598.771 2203.87,592.142 2200.49,585.531 2197.01,578.939 \n",
       "  2193.43,572.367 2189.76,565.815 2185.99,559.284 2182.13,552.774 2178.18,546.287 2174.14,539.823 2170,533.382 2165.77,526.966 2161.45,520.574 2157.03,514.208 \n",
       "  2152.53,507.868 2147.94,501.555 2143.25,495.269 2138.48,489.011 2133.61,482.781 2128.66,476.581 2123.62,470.411 2118.5,464.272 2113.28,458.163 2107.98,452.086 \n",
       "  2102.6,446.042 2097.13,440.03 2091.57,434.052 2085.93,428.108 2080.21,422.199 2074.4,416.325 2068.51,410.487 2062.54,404.686 2056.48,398.921 2050.35,393.195 \n",
       "  2044.14,387.506 2037.84,381.856 2031.47,376.246 2025.02,370.675 2018.49,365.145 2011.88,359.656 2005.2,354.209 1998.45,348.804 1991.61,343.441 1984.71,338.121 \n",
       "  1977.73,332.846 1970.67,327.614 1963.55,322.427 1956.35,317.286 1949.08,312.19 1941.74,307.141 1934.34,302.139 1926.86,297.183 1919.32,292.276 1911.71,287.417 \n",
       "  1904.03,282.607 1896.29,277.846 1888.48,273.135 1880.61,268.474 1872.68,263.863 1864.68,259.304 1856.62,254.796 1848.5,250.341 1840.32,245.938 1832.08,241.588 \n",
       "  1823.79,237.291 1815.43,233.048 1807.02,228.86 1798.56,224.726 1790.04,220.647 1781.46,216.623 1772.83,212.656 1764.15,208.744 1755.42,204.89 1746.63,201.092 \n",
       "  1737.8,197.352 1728.92,193.67 1719.99,190.045 1711.01,186.48 1701.99,182.973 1692.92,179.525 1683.8,176.137 1674.65,172.809 1665.45,169.541 1656.21,166.334 \n",
       "  1646.92,163.188 1637.6,160.103 1628.24,157.079 1618.84,154.117 1609.41,151.218 1599.93,148.381 1590.43,145.606 1580.89,142.895 1571.31,140.246 1561.71,137.661 \n",
       "  1552.07,135.14 1542.4,132.683 1532.7,130.291 1522.98,127.963 1513.22,125.699 1503.44,123.501 1493.64,121.367 1483.81,119.299 1473.96,117.297 1464.08,115.36 \n",
       "  1454.18,113.49 1444.26,111.686 1434.33,109.948 1424.37,108.276 1414.4,106.671 1404.41,105.134 1394.4,103.663 1384.38,102.259 1374.35,100.923 1364.3,99.6539 \n",
       "  1354.24,98.4526 1344.17,97.3189 1334.1,96.2531 1324.01,95.2552 1313.92,94.3252 1303.81,93.4634 1293.71,92.6698 1283.6,91.9444 1273.48,91.2874 1263.37,90.6988 \n",
       "  1253.25,90.1787 1243.13,89.727 1233.01,89.344 1222.9,89.0295 1212.78,88.7837 1202.67,88.6065 1192.57,88.498 1182.47,88.4582 1172.37,88.487 1162.29,88.5846 \n",
       "  1152.21,88.7508 1142.14,88.9857 1132.08,89.2893 1122.04,89.6614 1112.01,90.1021 1101.99,90.6114 1091.98,91.1891 1081.99,91.8352 1072.02,92.5497 1062.07,93.3324 \n",
       "  1052.13,94.1834 1042.22,95.1025 1032.32,96.0896 1022.45,97.1446 1012.6,98.2675 1002.77,99.458 992.967,100.716 983.19,102.042 973.439,103.435 963.716,104.895 \n",
       "  954.021,106.422 944.356,108.016 934.721,109.677 925.118,111.404 915.547,113.198 906.009,115.058 896.506,116.984 887.038,118.976 877.606,121.033 868.211,123.156 \n",
       "  858.854,125.345 849.536,127.598 840.258,129.916 831.021,132.298 821.825,134.745 812.673,137.256 803.564,139.83 794.499,142.469 785.48,145.17 776.507,147.935 \n",
       "  767.581,150.762 758.704,153.651 749.875,156.603 741.097,159.617 732.369,162.692 723.692,165.829 715.069,169.027 706.498,172.285 697.982,175.603 689.521,178.982 \n",
       "  681.116,182.42 672.767,185.917 664.477,189.473 656.244,193.088 648.071,196.762 639.958,200.493 631.906,204.281 623.915,208.127 615.987,212.029 608.122,215.988 \n",
       "  600.321,220.002 592.586,224.072 584.915,228.198 577.311,232.378 569.774,236.612 562.306,240.9 554.905,245.242 547.574,249.636 540.314,254.083 533.124,258.583 \n",
       "  526.005,263.134 518.959,267.736 511.986,272.389 505.087,277.092 498.261,281.845 491.511,286.648 484.837,291.499 478.239,296.399 471.718,301.346 465.275,306.341 \n",
       "  458.91,311.383 452.624,316.471 446.418,321.606 440.292,326.785 434.246,332.009 428.283,337.278 422.401,342.591 416.602,347.947 410.886,353.345 405.254,358.786 \n",
       "  399.706,364.268 394.243,369.792 388.865,375.356 383.574,380.96 378.369,386.604 373.251,392.286 368.221,398.007 363.278,403.765 358.424,409.561 353.66,415.393 \n",
       "  348.984,421.261 344.399,427.165 339.904,433.103 335.5,439.076 331.187,445.082 326.967,451.121 322.838,457.193 318.802,463.297 314.858,469.431 311.009,475.597 \n",
       "  307.253,481.792 303.591,488.017 300.023,494.27 296.551,500.552 293.173,506.861 289.892,513.196 286.706,519.559 283.616,525.946 280.623,532.359 277.726,538.796 \n",
       "  274.927,545.256 272.225,551.74 269.621,558.246 267.115,564.773 264.706,571.322 262.397,577.891 260.185,584.48 258.073,591.088 256.06,597.714 254.146,604.358 \n",
       "  252.331,611.019 250.616,617.697 249.001,624.39 247.486,631.099 246.071,637.822 244.756,644.559 243.542,651.308 242.428,658.07 241.415,664.844 240.502,671.629 \n",
       "  239.691,678.425 238.98,685.23 238.37,692.044 237.861,698.866 237.454,705.696 237.147,712.533 236.942,719.376 236.837,726.225 236.834,733.079 236.932,739.937 \n",
       "  237.132,746.798 237.432,753.663 237.834,760.529 238.336,767.397 238.94,774.266 239.645,781.135 240.45,788.004 241.357,794.871 242.364,801.736 243.472,808.598 \n",
       "  244.68,815.458 245.989,822.313 247.398,829.163 248.907,836.008 250.516,842.847 252.225,849.68 254.033,856.505 255.941,863.321 257.948,870.129 260.055,876.928 \n",
       "  262.26,883.716 264.564,890.494 266.966,897.26 269.466,904.013 272.065,910.754 274.761,917.482 277.554,924.195 280.444,930.893 283.432,937.576 286.516,944.242 \n",
       "  289.696,950.892 292.972,957.524 296.343,964.138 299.81,970.733 303.372,977.308 307.028,983.864 310.778,990.398 314.622,996.911 318.56,1003.4 322.59,1009.87 \n",
       "  326.714,1016.31 330.929,1022.73 335.236,1029.13 339.635,1035.5 344.124,1041.84 348.704,1048.16 353.374,1054.45 358.133,1060.72 362.981,1066.95 367.918,1073.15 \n",
       "  372.943,1079.33 378.056,1085.47 383.256,1091.59 388.542,1097.67 393.914,1103.72 399.372,1109.74 404.915,1115.72 410.542,1121.67 416.253,1127.58 422.047,1133.46 \n",
       "  427.924,1139.31 433.882,1145.11 439.923,1150.88 446.044,1156.62 452.245,1162.31 458.527,1167.97 464.887,1173.58 471.325,1179.16 477.841,1184.7 484.435,1190.19 \n",
       "  491.104,1195.65 497.85,1201.06 504.671,1206.43 511.566,1211.75 518.534,1217.04 525.576,1222.28 532.69,1227.47 539.876,1232.62 547.132,1237.72 554.459,1242.78 \n",
       "  561.855,1247.79 569.32,1252.75 576.852,1257.67 584.452,1262.53 592.119,1267.35 599.85,1272.12 607.647,1276.84 615.508,1281.51 623.433,1286.13 631.419,1290.69 \n",
       "  639.468,1295.21 647.577,1299.67 655.747,1304.08 663.976,1308.44 672.263,1312.75 680.608,1317 689.01,1321.2 697.468,1325.34 705.98,1329.43 714.548,1333.46 \n",
       "  723.168,1337.44 731.841,1341.36 740.566,1345.22 749.342,1349.03 758.167,1352.78 767.042,1356.47 775.964,1360.1 784.934,1363.68 793.951,1367.19 803.013,1370.65 \n",
       "  812.119,1374.05 821.269,1377.39 830.462,1380.66 839.697,1383.88 848.972,1387.04 858.288,1390.13 867.642,1393.16 877.035,1396.14 886.465,1399.05 895.931,1401.89 \n",
       "  905.432,1404.68 914.968,1407.4 924.537,1410.06 934.138,1412.65 943.771,1415.18 953.434,1417.65 963.127,1420.05 972.849,1422.39 982.598,1424.67 992.374,1426.87 \n",
       "  1002.17,1429.02 1012,1431.1 1021.85,1433.11 1031.72,1435.06 1041.62,1436.94 1051.53,1438.75 1061.47,1440.5 1071.42,1442.18 1081.39,1443.8 1091.38,1445.35 \n",
       "  1101.38,1446.83 1111.4,1448.24 1121.43,1449.59 1131.47,1450.87 1141.53,1452.08 1151.6,1453.23 1161.67,1454.3 1171.76,1455.31 1181.85,1456.25 1191.95,1457.12 \n",
       "  1202.06,1457.93 1212.17,1458.67 1222.28,1459.33 1232.4,1459.93 1242.52,1460.46 1252.64,1460.93 1262.75,1461.32 1272.87,1461.65 1282.98,1461.9 1293.1,1462.09 \n",
       "  1303.2,1462.21 1313.3,1462.26 1323.4,1462.24 1333.48,1462.16 1343.56,1462 1353.63,1461.78 1363.69,1461.48 1373.74,1461.12 1383.77,1460.69 1393.79,1460.19 \n",
       "  1403.8,1459.63 1413.79,1458.99 1423.77,1458.29 1433.72,1457.52 1443.66,1456.68 1453.58,1455.77 1463.48,1454.79 1473.36,1453.75 1483.21,1452.64 1493.04,1451.46 \n",
       "  1502.85,1450.21 1512.63,1448.89 1522.39,1447.51 1532.11,1446.06 1541.81,1444.55 1551.48,1442.96 1561.12,1441.31 1570.73,1439.6 1580.31,1437.81 1589.85,1435.96 \n",
       "  1599.36,1434.05 1608.83,1432.07 1618.27,1430.02 1627.67,1427.91 1637.04,1425.73 1646.36,1423.49 1655.64,1421.18 1664.89,1418.81 1674.09,1416.37 1683.25,1413.87 \n",
       "  1692.37,1411.3 1701.44,1408.68 1710.46,1405.99 1719.44,1403.23 1728.38,1400.41 1737.26,1397.53 1746.1,1394.59 1754.89,1391.59 1763.62,1388.52 1772.31,1385.4 \n",
       "  1780.94,1382.21 1789.52,1378.96 1798.04,1375.65 1806.51,1372.28 1814.93,1368.85 1823.28,1365.36 1831.58,1361.82 1839.83,1358.21 1848.01,1354.55 1856.13,1350.83 \n",
       "  1864.19,1347.05 1872.19,1343.21 1880.13,1339.32 1888.01,1335.37 1895.82,1331.36 1903.56,1327.3 1911.24,1323.18 1918.86,1319.01 1926.41,1314.79 1933.89,1310.51 \n",
       "  1941.3,1306.17 1948.64,1301.79 1955.91,1297.35 1963.11,1292.86 1970.24,1288.32 1977.3,1283.72 1984.28,1279.08 1991.2,1274.38 1998.03,1269.64 2004.8,1264.84 \n",
       "  2011.48,1260 2018.09,1255.11 2024.63,1250.17 2031.08,1245.18 2037.46,1240.14 2043.76,1235.06 2049.98,1229.94 2056.11,1224.76 2062.17,1219.55 2068.15,1214.28 \n",
       "  2074.04,1208.98 2079.86,1203.63 2085.59,1198.24 2091.23,1192.8 2096.79,1187.33 2102.27,1181.81 2107.66,1176.25 2112.97,1170.66 2118.18,1165.02 2123.32,1159.34 \n",
       "  2128.36,1153.63 2133.32,1147.87 2138.18,1142.09 2142.96,1136.26 2147.65,1130.4 2152.25,1124.5 2156.76,1118.57 2161.18,1112.6 2165.51,1106.6 2169.74,1100.56 \n",
       "  2173.89,1094.5 2177.94,1088.4 2181.9,1082.27 2185.76,1076.11 2189.53,1069.92 2193.21,1063.7 2196.79,1057.45 2200.28,1051.17 2203.67,1044.87 2206.97,1038.53 \n",
       "  2210.17,1032.18 2213.27,1025.79 2216.28,1019.38 2219.2,1012.95 2222.01,1006.49 2224.73,1000.01 2227.35,993.513 2229.87,986.988 2232.29,980.443 2234.62,973.877 \n",
       "  2236.85,967.291 2238.97,960.687 2241,954.063 2242.93,947.422 2244.76,940.763 2246.49,934.088 2248.12,927.397 2249.66,920.691 2251.09,913.97 2252.42,907.236 \n",
       "  2253.65,900.488 2254.78,893.728 2255.81,886.956 2256.74,880.173 2257.56,873.379 2258.29,866.575 2258.92,859.763 2259.44,852.942 2259.86,846.113 2260.19,839.277 \n",
       "  2260.41,832.435 2260.53,825.587 2260.55,818.734 2260.47,811.876 2260.28,805.015 2260,798.151 2259.61,791.285 2259.13,784.417 2258.54,777.548 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.888\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.888\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.482\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.743\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.743\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1295.9\" cy=\"798.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.959\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.256\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.256\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.66\" cy=\"690.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.127\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.127\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.68\" cy=\"830.991\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.971\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.558\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.53\" cy=\"857.282\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.401\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.401\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.646\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.646\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.146\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.146\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.487\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.032\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.169\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.885\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.797\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.751\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.751\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.356\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.356\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.322\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.94\" cy=\"785.494\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.515\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.515\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.745\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.745\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.572\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.572\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.557\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.557\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1440.1\" cy=\"731.645\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.219\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.219\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.081\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.081\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.651\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.875\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.875\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.799\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.799\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.751\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.751\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.551\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.551\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.783\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.899\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.899\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.868\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.868\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.648\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.648\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.407\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1417.6\" cy=\"698.407\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.008\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.008\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.138\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.138\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.943\" cy=\"1222.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"635.943\" cy=\"1222.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1947.91\" cy=\"1302.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1935.3\" cy=\"1268.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"648.504\" cy=\"317.013\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"648.504\" cy=\"317.013\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1957.82\" cy=\"318.325\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1957.82\" cy=\"318.325\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.067\" cy=\"1217.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"603.067\" cy=\"1217.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.214\" cy=\"320.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"447.214\" cy=\"320.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1950.5\" cy=\"1201.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.409\" cy=\"1259.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"587.409\" cy=\"1259.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.587\" cy=\"1283.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip8803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"618.587\" cy=\"1283.31\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = JuMPjl( points, 1, SCSSolver(verbose=0, max_iters=1000000, eps=1e-6));\n",
    "@time solve(model)\n",
    "plot_and_check(points, getvalue(A), getvalue(z))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.014060 seconds (4.53 k allocations: 428.352 KiB)\n",
      "Max violation (big-M): 0.0 (1000)\n",
      "Log Det: -10.600802528964316\n",
      "Root Det: 0.004989591359368488\n"
     ]
    },
    {
     "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=\"clip9000\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip9001\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip9001)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip9002\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip9001)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip9003\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  257.021,1503.47 257.021,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  601.545,1503.47 601.545,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1979.64,1503.47 1979.64,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1278.48 2321.26,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1027.38 2321.26,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,776.28 2321.26,776.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,525.179 2321.26,525.179 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,274.078 2321.26,274.078 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  257.021,1503.47 257.021,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  601.545,1503.47 601.545,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  946.068,1503.47 946.068,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1290.59,1503.47 1290.59,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1635.12,1503.47 1635.12,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1979.64,1503.47 1979.64,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1278.48 208.3,1278.48 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1027.38 208.3,1027.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,776.28 208.3,776.28 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,525.179 208.3,525.179 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,274.078 208.3,274.078 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 257.021, 1557.47)\" x=\"257.021\" y=\"1557.47\">-15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 601.545, 1557.47)\" x=\"601.545\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 946.068, 1557.47)\" x=\"946.068\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1290.59, 1557.47)\" x=\"1290.59\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1635.12, 1557.47)\" x=\"1635.12\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1979.64, 1557.47)\" x=\"1979.64\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1295.98)\" x=\"152.123\" y=\"1295.98\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1044.88)\" x=\"152.123\" y=\"1044.88\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 793.78)\" x=\"152.123\" y=\"793.78\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 542.679)\" x=\"152.123\" y=\"542.679\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 291.578)\" x=\"152.123\" y=\"291.578\">10</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip9003)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  2258.33,775.36 2257.61,768.491 2256.79,761.623 2255.87,754.756 2254.84,747.892 2253.72,741.029 2252.49,734.171 2251.17,727.316 2249.75,720.467 2248.22,713.622 \n",
       "  2246.6,706.784 2244.87,699.953 2243.05,693.13 2241.12,686.314 2239.1,679.508 2236.98,672.711 2234.76,665.924 2232.44,659.149 2230.02,652.384 2227.5,645.633 \n",
       "  2224.89,638.894 2222.18,632.169 2219.37,625.458 2216.46,618.762 2213.46,612.082 2210.36,605.418 2207.17,598.771 2203.87,592.142 2200.49,585.531 2197.01,578.939 \n",
       "  2193.43,572.367 2189.76,565.815 2185.99,559.284 2182.13,552.774 2178.18,546.287 2174.14,539.823 2170,533.382 2165.77,526.966 2161.45,520.574 2157.03,514.208 \n",
       "  2152.53,507.868 2147.93,501.555 2143.25,495.269 2138.48,489.011 2133.61,482.781 2128.66,476.581 2123.62,470.411 2118.5,464.272 2113.28,458.163 2107.98,452.086 \n",
       "  2102.6,446.042 2097.13,440.03 2091.57,434.052 2085.93,428.108 2080.21,422.199 2074.4,416.325 2068.51,410.487 2062.54,404.686 2056.48,398.921 2050.35,393.195 \n",
       "  2044.14,387.506 2037.84,381.856 2031.47,376.246 2025.02,370.675 2018.49,365.145 2011.88,359.656 2005.2,354.209 1998.45,348.804 1991.61,343.441 1984.71,338.121 \n",
       "  1977.73,332.846 1970.67,327.614 1963.55,322.427 1956.35,317.286 1949.08,312.19 1941.74,307.141 1934.34,302.139 1926.86,297.183 1919.32,292.276 1911.71,287.417 \n",
       "  1904.03,282.607 1896.29,277.846 1888.48,273.135 1880.61,268.474 1872.68,263.863 1864.68,259.304 1856.62,254.796 1848.5,250.341 1840.32,245.938 1832.08,241.588 \n",
       "  1823.79,237.291 1815.43,233.048 1807.02,228.86 1798.56,224.726 1790.04,220.647 1781.46,216.623 1772.83,212.656 1764.15,208.744 1755.42,204.89 1746.63,201.092 \n",
       "  1737.8,197.352 1728.92,193.67 1719.99,190.045 1711.01,186.48 1701.99,182.973 1692.92,179.525 1683.8,176.137 1674.65,172.809 1665.45,169.541 1656.21,166.334 \n",
       "  1646.92,163.188 1637.6,160.103 1628.24,157.079 1618.84,154.117 1609.41,151.218 1599.93,148.381 1590.43,145.606 1580.89,142.895 1571.31,140.246 1561.71,137.661 \n",
       "  1552.07,135.14 1542.4,132.683 1532.7,130.291 1522.98,127.963 1513.22,125.699 1503.44,123.501 1493.64,121.367 1483.81,119.299 1473.96,117.297 1464.08,115.36 \n",
       "  1454.18,113.49 1444.26,111.686 1434.33,109.948 1424.37,108.276 1414.4,106.671 1404.41,105.134 1394.4,103.663 1384.38,102.259 1374.35,100.923 1364.3,99.6539 \n",
       "  1354.24,98.4526 1344.17,97.3189 1334.1,96.2531 1324.01,95.2552 1313.92,94.3252 1303.81,93.4634 1293.71,92.6698 1283.6,91.9444 1273.48,91.2874 1263.37,90.6988 \n",
       "  1253.25,90.1787 1243.13,89.727 1233.01,89.344 1222.9,89.0295 1212.78,88.7837 1202.67,88.6065 1192.57,88.498 1182.47,88.4582 1172.37,88.487 1162.29,88.5846 \n",
       "  1152.21,88.7508 1142.14,88.9857 1132.08,89.2893 1122.04,89.6614 1112.01,90.1021 1101.99,90.6114 1091.98,91.1891 1081.99,91.8352 1072.02,92.5497 1062.07,93.3324 \n",
       "  1052.13,94.1834 1042.22,95.1025 1032.32,96.0896 1022.45,97.1446 1012.6,98.2675 1002.77,99.458 992.967,100.716 983.19,102.042 973.439,103.435 963.716,104.895 \n",
       "  954.021,106.422 944.356,108.016 934.721,109.677 925.118,111.404 915.547,113.198 906.009,115.058 896.506,116.984 887.037,118.976 877.605,121.033 868.21,123.156 \n",
       "  858.854,125.345 849.536,127.598 840.258,129.916 831.021,132.298 821.825,134.745 812.672,137.256 803.563,139.83 794.499,142.469 785.48,145.17 776.507,147.935 \n",
       "  767.581,150.762 758.704,153.651 749.875,156.603 741.096,159.617 732.369,162.692 723.692,165.829 715.069,169.027 706.498,172.285 697.982,175.603 689.521,178.982 \n",
       "  681.116,182.42 672.767,185.917 664.476,189.473 656.244,193.088 648.071,196.762 639.958,200.493 631.905,204.281 623.915,208.127 615.987,212.029 608.122,215.988 \n",
       "  600.321,220.002 592.585,224.072 584.915,228.198 577.311,232.378 569.774,236.612 562.305,240.9 554.905,245.242 547.574,249.636 540.313,254.083 533.124,258.583 \n",
       "  526.005,263.134 518.959,267.736 511.986,272.389 505.086,277.092 498.261,281.845 491.511,286.648 484.837,291.499 478.239,296.399 471.718,301.346 465.275,306.341 \n",
       "  458.91,311.383 452.624,316.471 446.418,321.606 440.291,326.785 434.246,332.009 428.282,337.278 422.401,342.591 416.602,347.947 410.886,353.345 405.253,358.786 \n",
       "  399.706,364.268 394.243,369.792 388.865,375.356 383.574,380.96 378.369,386.604 373.251,392.286 368.221,398.007 363.278,403.765 358.424,409.561 353.66,415.393 \n",
       "  348.984,421.261 344.399,427.165 339.904,433.103 335.5,439.076 331.187,445.082 326.966,451.121 322.838,457.193 318.802,463.297 314.858,469.431 311.008,475.597 \n",
       "  307.252,481.792 303.591,488.017 300.023,494.27 296.551,500.552 293.173,506.861 289.892,513.196 286.706,519.559 283.616,525.946 280.623,532.359 277.726,538.796 \n",
       "  274.927,545.256 272.225,551.74 269.621,558.246 267.115,564.773 264.706,571.322 262.397,577.891 260.185,584.48 258.073,591.088 256.06,597.714 254.146,604.358 \n",
       "  252.331,611.019 250.616,617.697 249.001,624.39 247.486,631.099 246.071,637.822 244.756,644.559 243.542,651.308 242.428,658.07 241.415,664.844 240.502,671.629 \n",
       "  239.691,678.425 238.98,685.23 238.37,692.044 237.861,698.866 237.454,705.696 237.147,712.533 236.942,719.376 236.837,726.225 236.834,733.079 236.932,739.937 \n",
       "  237.132,746.798 237.432,753.663 237.834,760.529 238.336,767.397 238.94,774.266 239.645,781.135 240.45,788.004 241.357,794.871 242.364,801.736 243.472,808.598 \n",
       "  244.68,815.458 245.989,822.313 247.398,829.163 248.907,836.008 250.516,842.847 252.225,849.68 254.033,856.505 255.941,863.321 257.948,870.129 260.055,876.928 \n",
       "  262.26,883.716 264.564,890.494 266.966,897.26 269.466,904.013 272.065,910.754 274.761,917.482 277.554,924.195 280.445,930.893 283.432,937.576 286.516,944.242 \n",
       "  289.696,950.892 292.972,957.524 296.343,964.138 299.81,970.733 303.372,977.308 307.028,983.864 310.778,990.398 314.622,996.911 318.56,1003.4 322.59,1009.87 \n",
       "  326.714,1016.31 330.929,1022.73 335.236,1029.13 339.635,1035.5 344.124,1041.84 348.704,1048.16 353.374,1054.45 358.133,1060.72 362.982,1066.95 367.919,1073.15 \n",
       "  372.944,1079.33 378.056,1085.47 383.256,1091.59 388.542,1097.67 393.914,1103.72 399.372,1109.74 404.915,1115.72 410.542,1121.67 416.253,1127.58 422.047,1133.46 \n",
       "  427.924,1139.31 433.883,1145.11 439.923,1150.88 446.044,1156.62 452.246,1162.31 458.527,1167.97 464.887,1173.58 471.325,1179.16 477.842,1184.7 484.435,1190.19 \n",
       "  491.105,1195.65 497.85,1201.06 504.671,1206.43 511.566,1211.75 518.534,1217.04 525.576,1222.28 532.69,1227.47 539.876,1232.62 547.132,1237.72 554.459,1242.78 \n",
       "  561.855,1247.79 569.32,1252.75 576.852,1257.67 584.452,1262.53 592.119,1267.35 599.851,1272.12 607.648,1276.84 615.508,1281.51 623.433,1286.13 631.42,1290.69 \n",
       "  639.468,1295.21 647.578,1299.67 655.747,1304.08 663.976,1308.44 672.263,1312.75 680.608,1317 689.01,1321.2 697.468,1325.34 705.981,1329.43 714.548,1333.46 \n",
       "  723.168,1337.44 731.841,1341.36 740.566,1345.22 749.342,1349.03 758.167,1352.78 767.042,1356.47 775.965,1360.1 784.935,1363.68 793.951,1367.19 803.013,1370.65 \n",
       "  812.119,1374.05 821.269,1377.39 830.462,1380.66 839.697,1383.88 848.972,1387.04 858.288,1390.13 867.642,1393.16 877.035,1396.14 886.465,1399.05 895.931,1401.89 \n",
       "  905.432,1404.68 914.968,1407.4 924.537,1410.06 934.138,1412.65 943.771,1415.18 953.435,1417.65 963.128,1420.05 972.849,1422.39 982.598,1424.67 992.374,1426.87 \n",
       "  1002.18,1429.02 1012,1431.1 1021.85,1433.11 1031.72,1435.06 1041.62,1436.94 1051.53,1438.75 1061.47,1440.5 1071.42,1442.18 1081.39,1443.8 1091.38,1445.35 \n",
       "  1101.38,1446.83 1111.4,1448.24 1121.43,1449.59 1131.48,1450.87 1141.53,1452.08 1151.6,1453.23 1161.67,1454.3 1171.76,1455.31 1181.85,1456.25 1191.95,1457.12 \n",
       "  1202.06,1457.93 1212.17,1458.67 1222.28,1459.33 1232.4,1459.93 1242.52,1460.46 1252.64,1460.93 1262.75,1461.32 1272.87,1461.65 1282.98,1461.9 1293.1,1462.09 \n",
       "  1303.2,1462.21 1313.3,1462.26 1323.4,1462.24 1333.48,1462.16 1343.56,1462 1353.63,1461.78 1363.69,1461.48 1373.74,1461.12 1383.77,1460.69 1393.79,1460.19 \n",
       "  1403.8,1459.63 1413.79,1458.99 1423.77,1458.29 1433.72,1457.52 1443.66,1456.68 1453.58,1455.77 1463.48,1454.79 1473.36,1453.75 1483.21,1452.64 1493.04,1451.46 \n",
       "  1502.85,1450.21 1512.63,1448.89 1522.39,1447.51 1532.11,1446.06 1541.81,1444.55 1551.48,1442.96 1561.12,1441.31 1570.73,1439.6 1580.31,1437.81 1589.85,1435.96 \n",
       "  1599.36,1434.05 1608.83,1432.07 1618.27,1430.02 1627.67,1427.91 1637.04,1425.73 1646.36,1423.49 1655.64,1421.18 1664.89,1418.81 1674.09,1416.37 1683.25,1413.87 \n",
       "  1692.37,1411.3 1701.44,1408.68 1710.46,1405.99 1719.44,1403.23 1728.38,1400.41 1737.26,1397.53 1746.1,1394.59 1754.89,1391.59 1763.62,1388.52 1772.31,1385.4 \n",
       "  1780.94,1382.21 1789.52,1378.96 1798.04,1375.65 1806.51,1372.28 1814.93,1368.85 1823.28,1365.36 1831.58,1361.82 1839.83,1358.21 1848.01,1354.55 1856.13,1350.83 \n",
       "  1864.19,1347.05 1872.19,1343.21 1880.13,1339.32 1888.01,1335.37 1895.82,1331.36 1903.56,1327.3 1911.24,1323.18 1918.86,1319.01 1926.41,1314.79 1933.89,1310.51 \n",
       "  1941.3,1306.17 1948.64,1301.79 1955.91,1297.35 1963.11,1292.86 1970.24,1288.32 1977.3,1283.72 1984.28,1279.08 1991.2,1274.38 1998.03,1269.64 2004.8,1264.84 \n",
       "  2011.48,1260 2018.09,1255.11 2024.63,1250.17 2031.08,1245.18 2037.46,1240.14 2043.76,1235.06 2049.98,1229.94 2056.11,1224.76 2062.17,1219.55 2068.15,1214.28 \n",
       "  2074.04,1208.98 2079.86,1203.63 2085.59,1198.24 2091.23,1192.8 2096.79,1187.33 2102.27,1181.81 2107.66,1176.25 2112.97,1170.66 2118.18,1165.02 2123.32,1159.34 \n",
       "  2128.36,1153.63 2133.32,1147.87 2138.19,1142.09 2142.96,1136.26 2147.65,1130.4 2152.25,1124.5 2156.76,1118.57 2161.18,1112.6 2165.51,1106.6 2169.74,1100.56 \n",
       "  2173.89,1094.5 2177.94,1088.4 2181.9,1082.27 2185.76,1076.11 2189.53,1069.92 2193.21,1063.7 2196.79,1057.45 2200.28,1051.17 2203.67,1044.87 2206.97,1038.53 \n",
       "  2210.17,1032.18 2213.27,1025.79 2216.28,1019.38 2219.2,1012.95 2222.01,1006.49 2224.73,1000.01 2227.35,993.513 2229.87,986.988 2232.29,980.443 2234.62,973.877 \n",
       "  2236.85,967.291 2238.97,960.687 2241,954.063 2242.93,947.422 2244.76,940.763 2246.49,934.088 2248.12,927.397 2249.66,920.691 2251.09,913.97 2252.42,907.236 \n",
       "  2253.65,900.488 2254.78,893.728 2255.81,886.956 2256.74,880.173 2257.56,873.379 2258.29,866.575 2258.92,859.763 2259.44,852.942 2259.86,846.113 2260.19,839.277 \n",
       "  2260.41,832.435 2260.53,825.587 2260.55,818.734 2260.47,811.876 2260.28,805.015 2260,798.151 2259.61,791.285 2259.13,784.417 2258.54,777.548 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1306.28\" cy=\"819.148\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.887\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1216.87\" cy=\"747.887\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1315.31\" cy=\"814.183\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.481\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1371.78\" cy=\"837.481\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1266.76\" cy=\"814.019\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1246.34\" cy=\"832.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.742\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1314.31\" cy=\"763.742\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1301.97\" cy=\"859.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1295.89\" cy=\"798.147\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1295.89\" cy=\"798.147\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.958\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1133.41\" cy=\"785.958\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1236.9\" cy=\"878.048\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.78\" cy=\"792.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.255\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.51\" cy=\"782.255\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.59\" cy=\"845.098\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.65\" cy=\"690.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.65\" cy=\"690.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.126\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.26\" cy=\"729.126\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1289.85\" cy=\"804.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.17\" cy=\"792.318\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1271.65\" cy=\"824.926\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1154.18\" cy=\"768.943\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1299.85\" cy=\"800.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1305.78\" cy=\"861.331\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1274.69\" cy=\"895.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.67\" cy=\"830.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1290.67\" cy=\"830.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1353.67\" cy=\"816.439\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1187.44\" cy=\"710.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.557\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.41\" cy=\"747.557\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.52\" cy=\"857.282\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.52\" cy=\"857.282\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.401\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1257.53\" cy=\"756.401\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.645\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.59\" cy=\"719.645\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.63\" cy=\"744.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.145\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"718.145\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1324.93\" cy=\"830.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.165\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.95\" cy=\"765.165\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1321.09\" cy=\"767.794\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1359.07\" cy=\"787.957\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.694\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.15\" cy=\"774.694\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1346.47\" cy=\"732.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.47\" cy=\"759.801\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.168\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1250.41\" cy=\"722.168\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.13\" cy=\"713.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.884\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1262.19\" cy=\"825.884\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.796\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1251.03\" cy=\"766.796\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.77\" cy=\"786.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1453.82\" cy=\"792.034\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.355\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1426.4\" cy=\"741.355\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.321\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.49\" cy=\"844.321\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.93\" cy=\"785.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.93\" cy=\"785.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.1\" cy=\"774.441\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.514\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1224.96\" cy=\"742.514\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.744\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1327.71\" cy=\"709.744\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1162\" cy=\"776.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.571\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.29\" cy=\"715.571\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.44\" cy=\"803.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.556\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1363.66\" cy=\"666.556\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.09\" cy=\"731.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1440.09\" cy=\"731.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.368\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.38\" cy=\"745.368\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1227.96\" cy=\"777.276\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.218\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.74\" cy=\"765.218\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.08\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.7\" cy=\"690.08\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1256.37\" cy=\"775.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.874\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1329.45\" cy=\"746.874\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.299\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1207.89\" cy=\"774.299\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.798\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1386.5\" cy=\"725.798\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1268.87\" cy=\"705.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1325.08\" cy=\"743.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1195.35\" cy=\"796.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.782\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.55\" cy=\"828.782\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.898\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1234.99\" cy=\"731.898\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1226.06\" cy=\"811.477\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.029\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.3\" cy=\"748.029\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1273.4\" cy=\"758.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1247.38\" cy=\"877.758\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.35\" cy=\"753.511\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.867\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.1\" cy=\"771.867\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1243.65\" cy=\"797.185\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1338.16\" cy=\"785.238\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1370.25\" cy=\"799.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1179.53\" cy=\"743.451\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1333.15\" cy=\"842.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.24\" cy=\"822.523\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.046\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1209.51\" cy=\"765.046\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1249.22\" cy=\"768.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1326.01\" cy=\"758.741\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.647\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1287.49\" cy=\"776.647\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1284.33\" cy=\"811.134\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1417.59\" cy=\"698.406\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1417.59\" cy=\"698.406\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1111.98\" cy=\"823.518\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.007\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1285.69\" cy=\"832.007\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.137\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1340.14\" cy=\"773.137\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.946\" cy=\"1222.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"635.946\" cy=\"1222.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1947.9\" cy=\"1302.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1947.9\" cy=\"1302.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1935.29\" cy=\"1268.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1935.29\" cy=\"1268.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"648.508\" cy=\"317.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"648.508\" cy=\"317.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1957.81\" cy=\"318.322\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1957.81\" cy=\"318.322\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.071\" cy=\"1217.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"603.071\" cy=\"1217.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.219\" cy=\"320.936\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"447.219\" cy=\"320.936\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.49\" cy=\"1201.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1950.49\" cy=\"1201.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.413\" cy=\"1259.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"587.413\" cy=\"1259.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.591\" cy=\"1283.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"618.591\" cy=\"1283.31\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = JuMPjl( points, 1,MosekSolver(MSK_IPAR_LOG=0));\n",
    "@time solve(model)\n",
    "plot_and_check(points, getvalue(A), getvalue(z))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Solve for 90%"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  2.892538 seconds (78.35 k allocations: 9.924 MiB)\n",
      "Max violation (big-M): 53.28720727137946 (1000)\n",
      "Log Det: -3.4795422706326726\n",
      "Root Det: 0.17556057563510666\n"
     ]
    },
    {
     "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=\"clip1600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1601\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1601)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1602\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1601)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1603\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1429.14 2321.26,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1079.01 2321.26,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,728.868 2321.26,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,378.731 2321.26,378.731 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1429.14 208.3,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1079.01 208.3,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,728.868 208.3,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1601)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,378.731 208.3,378.731 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 443.582, 1557.47)\" x=\"443.582\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 905.135, 1557.47)\" x=\"905.135\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1366.69, 1557.47)\" x=\"1366.69\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1828.24, 1557.47)\" x=\"1828.24\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2289.79, 1557.47)\" x=\"2289.79\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1446.64)\" x=\"152.123\" y=\"1446.64\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1096.51)\" x=\"152.123\" y=\"1096.51\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 746.368)\" x=\"152.123\" y=\"746.368\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1601)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 396.231)\" x=\"152.123\" y=\"396.231\">5</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1603)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  1592.55,736.542 1593.25,734.922 1593.93,733.303 1594.58,731.684 1595.22,730.065 1595.83,728.447 1596.42,726.83 1596.98,725.214 1597.52,723.599 1598.04,721.985 \n",
       "  1598.53,720.373 1599.01,718.762 1599.45,717.153 1599.88,715.546 1600.28,713.941 1600.66,712.339 1601.01,710.739 1601.34,709.141 1601.65,707.546 1601.93,705.954 \n",
       "  1602.19,704.365 1602.43,702.78 1602.64,701.197 1602.83,699.619 1602.99,698.044 1603.13,696.472 1603.25,694.905 1603.34,693.342 1603.41,691.783 1603.46,690.229 \n",
       "  1603.48,688.68 1603.48,687.135 1603.45,685.595 1603.4,684.06 1603.33,682.531 1603.23,681.006 1603.11,679.488 1602.96,677.975 1602.79,676.468 1602.6,674.967 \n",
       "  1602.39,673.472 1602.15,671.983 1601.88,670.501 1601.59,669.026 1601.28,667.557 1600.95,666.095 1600.59,664.64 1600.21,663.193 1599.8,661.753 1599.37,660.32 \n",
       "  1598.92,658.895 1598.45,657.477 1597.95,656.068 1597.43,654.666 1596.88,653.273 1596.31,651.888 1595.72,650.511 1595.11,649.144 1594.47,647.784 1593.81,646.434 \n",
       "  1593.12,645.093 1592.42,643.761 1591.69,642.438 1590.94,641.125 1590.16,639.821 1589.37,638.526 1588.55,637.242 1587.71,635.968 1586.84,634.703 1585.96,633.449 \n",
       "  1585.05,632.205 1584.12,630.972 1583.17,629.749 1582.19,628.536 1581.2,627.335 1580.18,626.144 1579.14,624.965 1578.08,623.797 1577,622.639 1575.9,621.494 \n",
       "  1574.78,620.36 1573.63,619.237 1572.47,618.126 1571.28,617.027 1570.08,615.94 1568.85,614.865 1567.6,613.803 1566.33,612.752 1565.05,611.714 1563.74,610.688 \n",
       "  1562.41,609.675 1561.06,608.675 1559.7,607.687 1558.31,606.712 1556.91,605.751 1555.48,604.802 1554.04,603.867 1552.57,602.944 1551.09,602.035 1549.59,601.14 \n",
       "  1548.07,600.258 1546.54,599.39 1544.98,598.535 1543.41,597.695 1541.82,596.868 1540.21,596.055 1538.59,595.256 1536.94,594.471 1535.28,593.701 1533.6,592.945 \n",
       "  1531.91,592.203 1530.2,591.476 1528.47,590.763 1526.73,590.064 1524.97,589.381 1523.19,588.712 1521.4,588.057 1519.59,587.418 1517.77,586.794 1515.93,586.184 \n",
       "  1514.08,585.59 1512.21,585.011 1510.33,584.446 1508.43,583.897 1506.52,583.364 1504.6,582.845 1502.66,582.342 1500.7,581.855 1498.74,581.383 1496.76,580.926 \n",
       "  1494.76,580.485 1492.76,580.06 1490.74,579.65 1488.71,579.256 1486.66,578.877 1484.61,578.515 1482.54,578.168 1480.46,577.837 1478.37,577.522 1476.27,577.223 \n",
       "  1474.15,576.94 1472.03,576.672 1469.89,576.421 1467.75,576.186 1465.59,575.966 1463.43,575.763 1461.25,575.576 1459.06,575.405 1456.87,575.25 1454.67,575.111 \n",
       "  1452.45,574.989 1450.23,574.882 1448,574.792 1445.76,574.718 1443.52,574.66 1441.26,574.618 1439,574.592 1436.73,574.583 1434.45,574.59 1432.17,574.613 \n",
       "  1429.88,574.652 1427.58,574.707 1425.28,574.779 1422.97,574.867 1420.66,574.971 1418.34,575.091 1416.01,575.227 1413.68,575.379 1411.35,575.548 1409.01,575.732 \n",
       "  1406.66,575.933 1404.31,576.15 1401.96,576.382 1399.61,576.631 1397.25,576.896 1394.88,577.177 1392.52,577.473 1390.15,577.786 1387.78,578.114 1385.41,578.459 \n",
       "  1383.03,578.819 1380.65,579.194 1378.27,579.586 1375.89,579.993 1373.51,580.416 1371.13,580.855 1368.75,581.309 1366.37,581.779 1363.98,582.264 1361.6,582.764 \n",
       "  1359.22,583.28 1356.84,583.811 1354.46,584.358 1352.08,584.92 1349.7,585.497 1347.32,586.089 1344.95,586.696 1342.57,587.318 1340.2,587.955 1337.83,588.606 \n",
       "  1335.47,589.273 1333.11,589.954 1330.75,590.65 1328.39,591.361 1326.04,592.086 1323.69,592.826 1321.35,593.58 1319.01,594.348 1316.67,595.13 1314.34,595.927 \n",
       "  1312.01,596.737 1309.69,597.562 1307.38,598.401 1305.07,599.253 1302.77,600.119 1300.47,600.999 1298.18,601.892 1295.9,602.799 1293.62,603.719 1291.35,604.652 \n",
       "  1289.09,605.599 1286.84,606.558 1284.59,607.531 1282.35,608.517 1280.12,609.515 1277.9,610.526 1275.69,611.55 1273.49,612.586 1271.29,613.634 1269.11,614.695 \n",
       "  1266.93,615.768 1264.76,616.853 1262.61,617.95 1260.46,619.059 1258.33,620.18 1256.2,621.312 1254.09,622.456 1251.99,623.611 1249.9,624.778 1247.82,625.956 \n",
       "  1245.75,627.145 1243.69,628.344 1241.65,629.555 1239.62,630.776 1237.6,632.008 1235.59,633.25 1233.6,634.503 1231.62,635.766 1229.66,637.038 1227.7,638.321 \n",
       "  1225.76,639.614 1223.84,640.916 1221.93,642.228 1220.03,643.55 1218.15,644.88 1216.28,646.22 1214.43,647.569 1212.59,648.927 1210.77,650.293 1208.96,651.668 \n",
       "  1207.17,653.052 1205.39,654.444 1203.64,655.844 1201.89,657.252 1200.16,658.668 1198.45,660.092 1196.76,661.524 1195.08,662.963 1193.42,664.409 1191.78,665.863 \n",
       "  1190.16,667.324 1188.55,668.791 1186.96,670.266 1185.39,671.747 1183.83,673.234 1182.29,674.728 1180.78,676.228 1179.28,677.734 1177.8,679.246 1176.33,680.764 \n",
       "  1174.89,682.287 1173.47,683.816 1172.06,685.35 1170.67,686.889 1169.31,688.433 1167.96,689.982 1166.63,691.536 1165.33,693.094 1164.04,694.656 1162.77,696.223 \n",
       "  1161.53,697.793 1160.3,699.368 1159.09,700.946 1157.91,702.528 1156.74,704.113 1155.6,705.701 1154.48,707.293 1153.38,708.887 1152.29,710.484 1151.24,712.084 \n",
       "  1150.2,713.686 1149.18,715.291 1148.19,716.897 1147.21,718.506 1146.26,720.116 1145.33,721.728 1144.43,723.342 1143.54,724.956 1142.68,726.572 1141.84,728.189 \n",
       "  1141.02,729.807 1140.22,731.426 1139.45,733.045 1138.7,734.664 1137.97,736.284 1137.26,737.903 1136.58,739.523 1135.92,741.142 1135.28,742.761 1134.67,744.379 \n",
       "  1134.08,745.996 1133.51,747.612 1132.96,749.227 1132.44,750.841 1131.94,752.454 1131.47,754.065 1131.02,755.674 1130.59,757.281 1130.18,758.886 1129.8,760.489 \n",
       "  1129.44,762.09 1129.11,763.688 1128.8,765.283 1128.51,766.876 1128.25,768.465 1128.01,770.051 1127.79,771.634 1127.6,773.213 1127.43,774.789 1127.29,776.361 \n",
       "  1127.17,777.929 1127.07,779.492 1127,781.052 1126.95,782.607 1126.92,784.157 1126.92,785.703 1126.94,787.243 1126.99,788.779 1127.06,790.309 1127.15,791.835 \n",
       "  1127.27,793.354 1127.41,794.868 1127.58,796.376 1127.77,797.878 1127.98,799.374 1128.22,800.863 1128.48,802.346 1128.76,803.823 1129.07,805.293 1129.4,806.756 \n",
       "  1129.75,808.212 1130.13,809.66 1130.53,811.102 1130.96,812.536 1131.4,813.962 1131.88,815.381 1132.37,816.792 1132.89,818.194 1133.43,819.589 1134,820.975 \n",
       "  1134.58,822.353 1135.2,823.722 1135.83,825.083 1136.49,826.435 1137.17,827.777 1137.87,829.111 1138.59,830.435 1139.34,831.75 1140.11,833.056 1140.91,834.351 \n",
       "  1141.72,835.637 1142.56,836.913 1143.42,838.179 1144.3,839.435 1145.21,840.681 1146.13,841.916 1147.08,843.141 1148.05,844.355 1149.04,845.558 1150.06,846.75 \n",
       "  1151.09,847.931 1152.15,849.101 1153.22,850.26 1154.32,851.408 1155.44,852.544 1156.58,853.668 1157.75,854.781 1158.93,855.882 1160.13,856.971 1161.36,858.048 \n",
       "  1162.6,859.112 1163.86,860.165 1165.15,861.205 1166.45,862.233 1167.78,863.248 1169.12,864.25 1170.48,865.24 1171.87,866.217 1173.27,867.18 1174.69,868.131 \n",
       "  1176.13,869.069 1177.59,869.993 1179.07,870.904 1180.57,871.802 1182.08,872.686 1183.62,873.556 1185.17,874.413 1186.74,875.256 1188.33,876.085 1189.93,876.9 \n",
       "  1191.55,877.701 1193.2,878.488 1194.85,879.261 1196.53,880.019 1198.22,880.763 1199.93,881.493 1201.65,882.208 1203.39,882.909 1205.15,883.595 1206.92,884.266 \n",
       "  1208.71,884.923 1210.52,885.564 1212.34,886.191 1214.17,886.803 1216.02,887.4 1217.89,887.981 1219.77,888.548 1221.66,889.099 1223.57,889.636 1225.5,890.156 \n",
       "  1227.43,890.662 1229.38,891.152 1231.35,891.626 1233.33,892.085 1235.32,892.529 1237.32,892.957 1239.34,893.369 1241.37,893.766 1243.41,894.147 1245.46,894.512 \n",
       "  1247.53,894.861 1249.61,895.195 1251.7,895.512 1253.8,895.814 1255.91,896.1 1258.03,896.37 1260.17,896.623 1262.31,896.861 1264.46,897.083 1266.63,897.289 \n",
       "  1268.8,897.478 1270.99,897.652 1273.18,897.81 1275.38,897.951 1277.59,898.076 1279.82,898.185 1282.04,898.278 1284.28,898.355 1286.53,898.415 1288.78,898.46 \n",
       "  1291.04,898.488 1293.31,898.5 1295.58,898.496 1297.87,898.475 1300.15,898.439 1302.45,898.386 1304.75,898.317 1307.06,898.232 1309.37,898.13 1311.69,898.013 \n",
       "  1314.02,897.879 1316.35,897.729 1318.68,897.563 1321.02,897.381 1323.36,897.183 1325.71,896.969 1328.06,896.739 1330.42,896.493 1332.78,896.231 1335.14,895.952 \n",
       "  1337.51,895.658 1339.87,895.348 1342.24,895.022 1344.62,894.681 1346.99,894.323 1349.37,893.95 1351.75,893.561 1354.13,893.156 1356.51,892.735 1358.89,892.299 \n",
       "  1361.27,891.848 1363.65,891.381 1366.04,890.898 1368.42,890.4 1370.8,889.886 1373.18,889.357 1375.56,888.813 1377.94,888.254 1380.32,887.68 1382.7,887.09 \n",
       "  1385.08,886.485 1387.45,885.866 1389.82,885.231 1392.19,884.582 1394.56,883.917 1396.92,883.238 1399.28,882.545 1401.64,881.836 1403.99,881.114 1406.34,880.376 \n",
       "  1408.68,879.625 1411.02,878.859 1413.36,878.079 1415.69,877.284 1418.02,876.476 1420.34,875.653 1422.65,874.817 1424.96,873.967 1427.27,873.103 1429.56,872.226 \n",
       "  1431.85,871.335 1434.14,870.43 1436.42,869.512 1438.69,868.581 1440.95,867.636 1443.2,866.679 1445.45,865.708 1447.69,864.725 1449.92,863.728 1452.15,862.719 \n",
       "  1454.36,861.698 1456.56,860.663 1458.76,859.617 1460.95,858.558 1463.12,857.487 1465.29,856.404 1467.45,855.308 1469.6,854.201 1471.73,853.082 1473.86,851.952 \n",
       "  1475.97,850.81 1478.08,849.657 1480.17,848.492 1482.25,847.316 1484.32,846.129 1486.38,844.931 1488.43,843.722 1490.46,842.502 1492.48,841.272 1494.49,840.032 \n",
       "  1496.48,838.781 1498.46,837.52 1500.43,836.248 1502.39,834.967 1504.33,833.676 1506.26,832.375 1508.17,831.065 1510.07,829.745 1511.95,828.416 1513.82,827.077 \n",
       "  1515.68,825.73 1517.52,824.374 1519.34,823.008 1521.15,821.635 1522.95,820.252 1524.72,818.862 1526.49,817.463 1528.23,816.056 1529.96,814.641 1531.67,813.218 \n",
       "  1533.37,811.788 1535.05,810.35 1536.71,808.905 1538.36,807.452 1539.99,805.993 1541.6,804.526 1543.19,803.053 1544.77,801.573 1546.32,800.086 1547.86,798.593 \n",
       "  1549.38,797.094 1550.89,795.589 1552.37,794.078 1553.84,792.561 1555.28,791.039 1556.71,789.511 1558.12,787.978 1559.51,786.44 1560.88,784.896 1562.23,783.348 \n",
       "  1563.56,781.795 1564.87,780.238 1566.16,778.676 1567.43,777.11 1568.68,775.541 1569.91,773.967 1571.12,772.389 1572.3,770.808 1573.47,769.223 1574.62,767.635 \n",
       "  1575.75,766.044 1576.85,764.45 1577.93,762.854 1579,761.254 1580.04,759.653 1581.06,758.048 1582.06,756.442 1583.03,754.834 1583.99,753.224 1584.92,751.612 \n",
       "  1585.83,749.999 1586.72,748.384 1587.59,746.768 1588.43,745.151 1589.25,743.534 1590.05,741.915 1590.83,740.296 1591.59,738.677 1592.32,737.058 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1603)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = Convexjl_base(points, 0.9);\n",
    "Convexjl_add_logdet(model, A, t)\n",
    "@time Convex.solve!(model, Pajarito_SCS_CPLEX(log_level=0,time_limit=60, root_only=true))\n",
    "plot_and_check(points, A.value, z.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 15.943982 seconds (99.87 k allocations: 11.336 MiB)\n",
      "Max violation (big-M): 53.28724989277789 (1000)\n",
      "Log Det: -3.4795417490498783\n",
      "Root Det: 0.17556062141980044\n"
     ]
    },
    {
     "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=\"clip0800\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0801\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip0801)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0802\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip0801)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0803\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1429.14 2321.26,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1079.01 2321.26,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,728.868 2321.26,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,378.731 2321.26,378.731 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1429.14 208.3,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1079.01 208.3,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,728.868 208.3,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0801)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,378.731 208.3,378.731 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 443.582, 1557.47)\" x=\"443.582\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 905.135, 1557.47)\" x=\"905.135\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1366.69, 1557.47)\" x=\"1366.69\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1828.24, 1557.47)\" x=\"1828.24\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2289.79, 1557.47)\" x=\"2289.79\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1446.64)\" x=\"152.123\" y=\"1446.64\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1096.51)\" x=\"152.123\" y=\"1096.51\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 746.368)\" x=\"152.123\" y=\"746.368\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0801)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 396.231)\" x=\"152.123\" y=\"396.231\">5</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip0803)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  1592.55,736.542 1593.25,734.922 1593.93,733.303 1594.58,731.684 1595.22,730.065 1595.83,728.447 1596.42,726.83 1596.98,725.214 1597.52,723.599 1598.04,721.985 \n",
       "  1598.53,720.373 1599.01,718.762 1599.45,717.153 1599.88,715.546 1600.28,713.941 1600.66,712.339 1601.01,710.739 1601.34,709.141 1601.65,707.546 1601.93,705.954 \n",
       "  1602.19,704.365 1602.43,702.78 1602.64,701.198 1602.83,699.619 1602.99,698.044 1603.13,696.472 1603.25,694.905 1603.34,693.342 1603.41,691.783 1603.46,690.229 \n",
       "  1603.48,688.68 1603.48,687.135 1603.45,685.595 1603.4,684.06 1603.33,682.531 1603.23,681.006 1603.11,679.488 1602.96,677.975 1602.79,676.468 1602.6,674.967 \n",
       "  1602.38,673.472 1602.14,671.983 1601.88,670.501 1601.59,669.026 1601.28,667.557 1600.95,666.095 1600.59,664.64 1600.21,663.193 1599.8,661.753 1599.37,660.32 \n",
       "  1598.92,658.895 1598.45,657.477 1597.95,656.068 1597.43,654.666 1596.88,653.273 1596.31,651.888 1595.72,650.512 1595.11,649.144 1594.47,647.784 1593.81,646.434 \n",
       "  1593.12,645.093 1592.42,643.761 1591.69,642.438 1590.94,641.125 1590.16,639.821 1589.37,638.527 1588.55,637.242 1587.71,635.968 1586.84,634.703 1585.96,633.449 \n",
       "  1585.05,632.205 1584.12,630.972 1583.17,629.749 1582.19,628.536 1581.2,627.335 1580.18,626.144 1579.14,624.965 1578.08,623.797 1577,622.64 1575.9,621.494 \n",
       "  1574.78,620.36 1573.63,619.237 1572.47,618.126 1571.28,617.027 1570.08,615.94 1568.85,614.865 1567.6,613.803 1566.33,612.752 1565.05,611.714 1563.74,610.688 \n",
       "  1562.41,609.675 1561.06,608.675 1559.7,607.687 1558.31,606.712 1556.91,605.751 1555.48,604.802 1554.04,603.867 1552.57,602.944 1551.09,602.035 1549.59,601.14 \n",
       "  1548.07,600.258 1546.54,599.39 1544.98,598.535 1543.41,597.695 1541.82,596.868 1540.21,596.055 1538.59,595.256 1536.94,594.472 1535.28,593.701 1533.6,592.945 \n",
       "  1531.91,592.203 1530.2,591.476 1528.47,590.763 1526.73,590.064 1524.97,589.381 1523.19,588.712 1521.4,588.058 1519.59,587.418 1517.77,586.794 1515.93,586.184 \n",
       "  1514.08,585.59 1512.21,585.011 1510.33,584.446 1508.43,583.898 1506.52,583.364 1504.6,582.845 1502.66,582.342 1500.7,581.855 1498.74,581.383 1496.76,580.926 \n",
       "  1494.76,580.485 1492.76,580.06 1490.74,579.65 1488.71,579.256 1486.66,578.877 1484.61,578.515 1482.54,578.168 1480.46,577.837 1478.37,577.522 1476.27,577.223 \n",
       "  1474.15,576.94 1472.03,576.672 1469.89,576.421 1467.75,576.186 1465.59,575.966 1463.43,575.763 1461.25,575.576 1459.06,575.405 1456.87,575.25 1454.67,575.111 \n",
       "  1452.45,574.989 1450.23,574.882 1448,574.792 1445.76,574.718 1443.52,574.66 1441.26,574.618 1439,574.593 1436.73,574.583 1434.45,574.59 1432.17,574.613 \n",
       "  1429.88,574.652 1427.58,574.708 1425.28,574.779 1422.97,574.867 1420.66,574.971 1418.34,575.091 1416.01,575.227 1413.68,575.379 1411.35,575.548 1409.01,575.732 \n",
       "  1406.66,575.933 1404.31,576.15 1401.96,576.382 1399.61,576.631 1397.25,576.896 1394.88,577.177 1392.52,577.473 1390.15,577.786 1387.78,578.114 1385.41,578.459 \n",
       "  1383.03,578.819 1380.65,579.195 1378.27,579.586 1375.89,579.993 1373.51,580.416 1371.13,580.855 1368.75,581.309 1366.37,581.779 1363.98,582.264 1361.6,582.764 \n",
       "  1359.22,583.28 1356.84,583.811 1354.46,584.358 1352.08,584.92 1349.7,585.497 1347.32,586.089 1344.95,586.696 1342.57,587.318 1340.2,587.955 1337.83,588.607 \n",
       "  1335.47,589.273 1333.11,589.954 1330.75,590.65 1328.39,591.361 1326.04,592.086 1323.69,592.826 1321.35,593.58 1319.01,594.348 1316.67,595.13 1314.34,595.927 \n",
       "  1312.01,596.737 1309.69,597.562 1307.38,598.401 1305.07,599.253 1302.77,600.119 1300.47,600.999 1298.18,601.892 1295.9,602.799 1293.62,603.719 1291.35,604.652 \n",
       "  1289.09,605.599 1286.84,606.558 1284.59,607.531 1282.35,608.517 1280.12,609.515 1277.9,610.526 1275.69,611.55 1273.49,612.586 1271.29,613.634 1269.11,614.695 \n",
       "  1266.93,615.768 1264.76,616.853 1262.61,617.95 1260.46,619.059 1258.33,620.18 1256.2,621.312 1254.09,622.456 1251.99,623.612 1249.9,624.778 1247.82,625.956 \n",
       "  1245.75,627.145 1243.69,628.344 1241.65,629.555 1239.62,630.776 1237.6,632.008 1235.59,633.25 1233.6,634.503 1231.62,635.766 1229.66,637.038 1227.7,638.321 \n",
       "  1225.76,639.614 1223.84,640.916 1221.93,642.228 1220.03,643.55 1218.15,644.88 1216.28,646.22 1214.43,647.569 1212.59,648.927 1210.77,650.293 1208.96,651.668 \n",
       "  1207.17,653.052 1205.39,654.444 1203.64,655.844 1201.89,657.252 1200.16,658.668 1198.45,660.092 1196.76,661.524 1195.08,662.963 1193.42,664.409 1191.78,665.863 \n",
       "  1190.16,667.324 1188.55,668.791 1186.96,670.266 1185.39,671.747 1183.83,673.235 1182.29,674.728 1180.78,676.228 1179.28,677.735 1177.8,679.246 1176.33,680.764 \n",
       "  1174.89,682.287 1173.47,683.816 1172.06,685.35 1170.67,686.889 1169.31,688.433 1167.96,689.982 1166.63,691.536 1165.33,693.094 1164.04,694.656 1162.77,696.223 \n",
       "  1161.53,697.793 1160.3,699.368 1159.09,700.946 1157.91,702.528 1156.74,704.113 1155.6,705.701 1154.48,707.293 1153.38,708.887 1152.29,710.484 1151.24,712.084 \n",
       "  1150.2,713.686 1149.18,715.291 1148.19,716.897 1147.21,718.506 1146.26,720.116 1145.33,721.728 1144.42,723.342 1143.54,724.957 1142.68,726.573 1141.84,728.19 \n",
       "  1141.02,729.807 1140.22,731.426 1139.45,733.045 1138.7,734.664 1137.97,736.284 1137.26,737.903 1136.58,739.523 1135.92,741.142 1135.28,742.761 1134.67,744.379 \n",
       "  1134.08,745.996 1133.51,747.612 1132.96,749.227 1132.44,750.841 1131.94,752.454 1131.47,754.065 1131.02,755.674 1130.59,757.281 1130.18,758.886 1129.8,760.489 \n",
       "  1129.44,762.09 1129.11,763.688 1128.8,765.283 1128.51,766.876 1128.25,768.465 1128.01,770.051 1127.79,771.634 1127.6,773.213 1127.43,774.789 1127.29,776.361 \n",
       "  1127.17,777.929 1127.07,779.492 1127,781.052 1126.95,782.607 1126.92,784.157 1126.92,785.703 1126.94,787.244 1126.99,788.779 1127.06,790.31 1127.15,791.835 \n",
       "  1127.27,793.354 1127.41,794.868 1127.58,796.376 1127.77,797.878 1127.98,799.374 1128.22,800.863 1128.48,802.346 1128.76,803.823 1129.07,805.293 1129.4,806.756 \n",
       "  1129.75,808.212 1130.13,809.66 1130.53,811.102 1130.96,812.536 1131.4,813.962 1131.88,815.381 1132.37,816.792 1132.89,818.194 1133.43,819.589 1134,820.975 \n",
       "  1134.58,822.353 1135.19,823.722 1135.83,825.083 1136.49,826.435 1137.17,827.777 1137.87,829.111 1138.59,830.435 1139.34,831.75 1140.11,833.056 1140.91,834.351 \n",
       "  1141.72,835.637 1142.56,836.913 1143.42,838.179 1144.3,839.435 1145.21,840.681 1146.13,841.916 1147.08,843.141 1148.05,844.355 1149.04,845.558 1150.06,846.75 \n",
       "  1151.09,847.931 1152.15,849.101 1153.22,850.26 1154.32,851.408 1155.44,852.544 1156.58,853.668 1157.75,854.781 1158.93,855.882 1160.13,856.971 1161.36,858.048 \n",
       "  1162.6,859.112 1163.86,860.165 1165.15,861.205 1166.45,862.233 1167.78,863.248 1169.12,864.25 1170.48,865.24 1171.87,866.217 1173.27,867.18 1174.69,868.131 \n",
       "  1176.13,869.069 1177.59,869.993 1179.07,870.904 1180.57,871.802 1182.08,872.686 1183.62,873.556 1185.17,874.413 1186.74,875.256 1188.33,876.085 1189.93,876.9 \n",
       "  1191.55,877.701 1193.19,878.488 1194.85,879.261 1196.53,880.019 1198.22,880.763 1199.93,881.493 1201.65,882.208 1203.39,882.909 1205.15,883.595 1206.92,884.266 \n",
       "  1208.71,884.923 1210.52,885.564 1212.34,886.191 1214.17,886.803 1216.02,887.4 1217.89,887.981 1219.77,888.548 1221.66,889.099 1223.57,889.636 1225.5,890.156 \n",
       "  1227.43,890.662 1229.38,891.152 1231.35,891.626 1233.33,892.085 1235.32,892.529 1237.32,892.957 1239.34,893.369 1241.37,893.766 1243.41,894.147 1245.46,894.512 \n",
       "  1247.53,894.861 1249.61,895.195 1251.7,895.512 1253.8,895.814 1255.91,896.1 1258.03,896.37 1260.17,896.623 1262.31,896.861 1264.46,897.083 1266.63,897.289 \n",
       "  1268.8,897.478 1270.99,897.652 1273.18,897.81 1275.38,897.951 1277.59,898.076 1279.81,898.185 1282.04,898.278 1284.28,898.355 1286.53,898.415 1288.78,898.46 \n",
       "  1291.04,898.488 1293.31,898.5 1295.58,898.496 1297.87,898.475 1300.15,898.439 1302.45,898.386 1304.75,898.317 1307.06,898.232 1309.37,898.13 1311.69,898.013 \n",
       "  1314.02,897.879 1316.35,897.729 1318.68,897.563 1321.02,897.381 1323.36,897.183 1325.71,896.969 1328.06,896.739 1330.42,896.493 1332.78,896.231 1335.14,895.952 \n",
       "  1337.51,895.658 1339.87,895.348 1342.24,895.022 1344.62,894.681 1346.99,894.323 1349.37,893.95 1351.75,893.561 1354.13,893.156 1356.51,892.735 1358.89,892.299 \n",
       "  1361.27,891.848 1363.65,891.381 1366.04,890.898 1368.42,890.4 1370.8,889.886 1373.18,889.357 1375.56,888.813 1377.94,888.254 1380.32,887.68 1382.7,887.09 \n",
       "  1385.08,886.485 1387.45,885.866 1389.82,885.231 1392.19,884.582 1394.56,883.917 1396.92,883.238 1399.28,882.545 1401.63,881.836 1403.99,881.114 1406.34,880.376 \n",
       "  1408.68,879.625 1411.02,878.859 1413.36,878.079 1415.69,877.284 1418.02,876.476 1420.34,875.653 1422.65,874.817 1424.96,873.967 1427.27,873.103 1429.56,872.226 \n",
       "  1431.85,871.335 1434.14,870.43 1436.42,869.512 1438.69,868.581 1440.95,867.636 1443.2,866.679 1445.45,865.708 1447.69,864.725 1449.92,863.728 1452.15,862.719 \n",
       "  1454.36,861.698 1456.56,860.663 1458.76,859.617 1460.95,858.558 1463.12,857.487 1465.29,856.404 1467.45,855.308 1469.6,854.201 1471.73,853.082 1473.86,851.952 \n",
       "  1475.97,850.81 1478.08,849.657 1480.17,848.492 1482.25,847.316 1484.32,846.129 1486.38,844.931 1488.42,843.722 1490.46,842.502 1492.48,841.272 1494.49,840.032 \n",
       "  1496.48,838.781 1498.46,837.52 1500.43,836.248 1502.39,834.967 1504.33,833.676 1506.26,832.375 1508.17,831.065 1510.07,829.745 1511.95,828.416 1513.82,827.077 \n",
       "  1515.68,825.73 1517.52,824.374 1519.34,823.008 1521.15,821.635 1522.95,820.252 1524.72,818.862 1526.49,817.463 1528.23,816.056 1529.96,814.641 1531.67,813.218 \n",
       "  1533.37,811.788 1535.05,810.35 1536.71,808.905 1538.36,807.452 1539.99,805.993 1541.6,804.526 1543.19,803.053 1544.77,801.573 1546.32,800.086 1547.86,798.593 \n",
       "  1549.38,797.094 1550.89,795.589 1552.37,794.078 1553.84,792.561 1555.28,791.039 1556.71,789.511 1558.12,787.978 1559.51,786.44 1560.88,784.896 1562.23,783.348 \n",
       "  1563.56,781.795 1564.87,780.238 1566.16,778.676 1567.43,777.111 1568.68,775.541 1569.91,773.967 1571.12,772.389 1572.3,770.808 1573.47,769.223 1574.62,767.635 \n",
       "  1575.75,766.044 1576.85,764.451 1577.93,762.854 1579,761.254 1580.04,759.653 1581.06,758.048 1582.06,756.442 1583.03,754.834 1583.99,753.224 1584.92,751.612 \n",
       "  1585.83,749.999 1586.72,748.384 1587.59,746.768 1588.43,745.151 1589.25,743.534 1590.05,741.915 1590.83,740.296 1591.59,738.677 1592.32,737.058 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0803)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = Convexjl_base(points, 0.9);\n",
    "Convexjl_add_geomean(model, A, t)\n",
    "@time Convex.solve!(model, Pajarito_SCS_CPLEX(log_level=0,time_limit=60, root_only=false))\n",
    "plot_and_check(points, A.value, z.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.938582 seconds (16.93 k allocations: 2.470 MiB, 1.73% gc time)\n",
      "Max violation (big-M): 32.38041646032735 (1000)\n",
      "Log Det: -3.8050295167398107\n",
      "Root Det: 0.1491929628260747\n"
     ]
    },
    {
     "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=\"clip1000\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1001\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1001)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1002\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1001)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1003\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1429.14 2321.26,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1079.01 2321.26,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,728.868 2321.26,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,378.731 2321.26,378.731 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1429.14 208.3,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1079.01 208.3,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,728.868 208.3,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1001)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,378.731 208.3,378.731 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 443.582, 1557.47)\" x=\"443.582\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 905.135, 1557.47)\" x=\"905.135\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1366.69, 1557.47)\" x=\"1366.69\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1828.24, 1557.47)\" x=\"1828.24\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2289.79, 1557.47)\" x=\"2289.79\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1446.64)\" x=\"152.123\" y=\"1446.64\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1096.51)\" x=\"152.123\" y=\"1096.51\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 746.368)\" x=\"152.123\" y=\"746.368\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1001)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 396.231)\" x=\"152.123\" y=\"396.231\">5</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  1627.3,728.868 1627.29,727.206 1627.25,725.544 1627.18,723.882 1627.09,722.22 1626.98,720.559 1626.83,718.899 1626.66,717.24 1626.47,715.582 1626.25,713.926 \n",
       "  1626,712.271 1625.73,710.617 1625.43,708.966 1625.1,707.316 1624.75,705.669 1624.38,704.024 1623.97,702.381 1623.55,700.741 1623.09,699.104 1622.61,697.47 \n",
       "  1622.11,695.839 1621.58,694.211 1621.02,692.587 1620.44,690.966 1619.83,689.349 1619.2,687.737 1618.54,686.128 1617.86,684.523 1617.15,682.923 1616.42,681.328 \n",
       "  1615.66,679.737 1614.88,678.151 1614.07,676.571 1613.24,674.995 1612.38,673.425 1611.5,671.86 1610.6,670.301 1609.67,668.748 1608.71,667.201 1607.73,665.661 \n",
       "  1606.73,664.126 1605.7,662.598 1604.65,661.077 1603.58,659.562 1602.48,658.054 1601.36,656.554 1600.21,655.06 1599.04,653.574 1597.85,652.096 1596.64,650.625 \n",
       "  1595.4,649.162 1594.14,647.707 1592.85,646.26 1591.55,644.822 1590.22,643.391 1588.87,641.97 1587.49,640.557 1586.1,639.152 1584.68,637.757 1583.24,636.371 \n",
       "  1581.78,634.994 1580.3,633.627 1578.8,632.269 1577.27,630.921 1575.73,629.582 1574.16,628.254 1572.57,626.935 1570.96,625.627 1569.33,624.329 1567.69,623.042 \n",
       "  1566.02,621.765 1564.33,620.498 1562.62,619.243 1560.89,617.999 1559.14,616.765 1557.38,615.543 1555.59,614.332 1553.79,613.133 1551.96,611.945 1550.12,610.769 \n",
       "  1548.26,609.605 1546.38,608.453 1544.48,607.312 1542.57,606.184 1540.64,605.069 1538.69,603.965 1536.72,602.874 1534.74,601.796 1532.74,600.73 1530.72,599.677 \n",
       "  1528.69,598.637 1526.64,597.61 1524.57,596.596 1522.49,595.596 1520.39,594.609 1518.28,593.635 1516.16,592.675 1514.01,591.728 1511.86,590.795 1509.68,589.876 \n",
       "  1507.5,588.97 1505.3,588.079 1503.08,587.202 1500.86,586.339 1498.62,585.49 1496.36,584.656 1494.09,583.836 1491.81,583.03 1489.52,582.239 1487.22,581.463 \n",
       "  1484.9,580.702 1482.57,579.955 1480.23,579.223 1477.88,578.506 1475.52,577.804 1473.15,577.118 1470.76,576.446 1468.37,575.79 1465.96,575.149 1463.55,574.523 \n",
       "  1461.12,573.913 1458.69,573.318 1456.25,572.739 1453.79,572.176 1451.33,571.628 1448.87,571.096 1446.39,570.58 1443.9,570.079 1441.41,569.594 1438.91,569.126 \n",
       "  1436.4,568.673 1433.89,568.236 1431.37,567.816 1428.84,567.411 1426.3,567.023 1423.76,566.65 1421.22,566.294 1418.67,565.955 1416.11,565.631 1413.55,565.324 \n",
       "  1410.98,565.033 1408.41,564.759 1405.84,564.501 1403.26,564.26 1400.68,564.034 1398.09,563.826 1395.5,563.634 1392.91,563.458 1390.32,563.299 1387.72,563.157 \n",
       "  1385.12,563.031 1382.52,562.922 1379.92,562.829 1377.32,562.753 1374.71,562.693 1372.11,562.65 1369.5,562.624 1366.9,562.614 1364.29,562.621 1361.68,562.645 \n",
       "  1359.08,562.685 1356.47,562.742 1353.87,562.816 1351.27,562.906 1348.67,563.012 1346.07,563.136 1343.47,563.275 1340.88,563.432 1338.28,563.605 1335.69,563.794 \n",
       "  1333.11,564 1330.53,564.223 1327.95,564.462 1325.37,564.717 1322.8,564.989 1320.23,565.277 1317.67,565.581 1315.11,565.902 1312.56,566.239 1310.02,566.593 \n",
       "  1307.48,566.962 1304.94,567.348 1302.41,567.75 1299.89,568.168 1297.37,568.602 1294.86,569.053 1292.36,569.519 1289.87,570.001 1287.38,570.499 1284.9,571.013 \n",
       "  1282.43,571.542 1279.97,572.088 1277.52,572.649 1275.07,573.225 1272.64,573.817 1270.21,574.425 1267.8,575.048 1265.39,575.687 1262.99,576.341 1260.61,577.01 \n",
       "  1258.23,577.694 1255.87,578.393 1253.52,579.108 1251.17,579.837 1248.84,580.582 1246.53,581.341 1244.22,582.115 1241.92,582.903 1239.64,583.707 1237.37,584.524 \n",
       "  1235.12,585.356 1232.87,586.203 1230.64,587.064 1228.43,587.939 1226.23,588.828 1224.04,589.731 1221.86,590.648 1219.7,591.578 1217.56,592.523 1215.43,593.481 \n",
       "  1213.32,594.453 1211.22,595.438 1209.13,596.436 1207.06,597.448 1205.01,598.473 1202.98,599.511 1200.96,600.561 1198.95,601.625 1196.97,602.701 1195,603.79 \n",
       "  1193.05,604.892 1191.11,606.006 1189.19,607.132 1187.29,608.27 1185.41,609.421 1183.55,610.583 1181.71,611.757 1179.88,612.943 1178.07,614.141 1176.28,615.35 \n",
       "  1174.51,616.57 1172.76,617.802 1171.03,619.044 1169.32,620.298 1167.63,621.562 1165.95,622.837 1164.3,624.123 1162.67,625.42 1161.06,626.726 1159.47,628.043 \n",
       "  1157.9,629.37 1156.35,630.707 1154.82,632.054 1153.31,633.41 1151.83,634.776 1150.36,636.151 1148.92,637.536 1147.5,638.93 1146.1,640.332 1144.72,641.744 \n",
       "  1143.37,643.164 1142.04,644.593 1140.73,646.03 1139.44,647.476 1138.18,648.93 1136.93,650.391 1135.72,651.861 1134.52,653.338 1133.35,654.823 1132.2,656.315 \n",
       "  1131.07,657.815 1129.97,659.321 1128.89,660.835 1127.84,662.355 1126.81,663.882 1125.8,665.416 1124.82,666.956 1123.86,668.502 1122.93,670.054 1122.02,671.612 \n",
       "  1121.13,673.175 1120.27,674.745 1119.43,676.319 1118.62,677.899 1117.84,679.484 1117.07,681.074 1116.34,682.669 1115.63,684.268 1114.94,685.872 1114.28,687.48 \n",
       "  1113.64,689.092 1113.03,690.709 1112.45,692.329 1111.89,693.952 1111.35,695.579 1110.84,697.21 1110.36,698.844 1109.9,700.48 1109.47,702.12 1109.06,703.762 \n",
       "  1108.68,705.407 1108.33,707.054 1108,708.703 1107.69,710.354 1107.42,712.007 1107.17,713.662 1106.94,715.318 1106.74,716.976 1106.57,718.635 1106.42,720.295 \n",
       "  1106.3,721.956 1106.2,723.617 1106.13,725.279 1106.09,726.941 1106.07,728.604 1106.08,730.266 1106.12,731.929 1106.18,733.591 1106.26,735.252 1106.38,736.913 \n",
       "  1106.52,738.573 1106.68,740.233 1106.87,741.891 1107.09,743.547 1107.33,745.203 1107.6,746.856 1107.9,748.508 1108.22,750.158 1108.57,751.806 1108.94,753.451 \n",
       "  1109.34,755.094 1109.76,756.735 1110.21,758.372 1110.68,760.007 1111.19,761.639 1111.71,763.267 1112.26,764.892 1112.84,766.513 1113.44,768.13 1114.07,769.744 \n",
       "  1114.73,771.353 1115.4,772.958 1116.11,774.559 1116.84,776.155 1117.59,777.747 1118.37,779.334 1119.17,780.915 1120,782.491 1120.85,784.062 1121.73,785.628 \n",
       "  1122.63,787.188 1123.56,788.742 1124.51,790.29 1125.49,791.831 1126.48,793.367 1127.51,794.896 1128.55,796.418 1129.62,797.934 1130.72,799.443 1131.84,800.945 \n",
       "  1132.98,802.439 1134.14,803.927 1135.33,805.406 1136.54,806.878 1137.78,808.342 1139.04,809.799 1140.32,811.247 1141.62,812.687 1142.94,814.119 1144.29,815.542 \n",
       "  1145.66,816.956 1147.05,818.362 1148.47,819.758 1149.9,821.146 1151.36,822.524 1152.84,823.893 1154.34,825.252 1155.86,826.602 1157.4,827.942 1158.97,829.272 \n",
       "  1160.55,830.592 1162.15,831.902 1163.78,833.202 1165.43,834.491 1167.09,835.77 1168.78,837.038 1170.48,838.295 1172.21,839.541 1173.95,840.776 1175.72,842 \n",
       "  1177.5,843.212 1179.3,844.414 1181.12,845.603 1182.96,846.781 1184.82,847.947 1186.69,849.101 1188.59,850.244 1190.5,851.374 1192.43,852.492 1194.37,853.597 \n",
       "  1196.34,854.69 1198.32,855.77 1200.32,856.838 1202.33,857.893 1204.36,858.935 1206.41,859.964 1208.47,860.98 1210.55,861.983 1212.65,862.972 1214.75,863.948 \n",
       "  1216.88,864.91 1219.02,865.859 1221.17,866.794 1223.34,867.716 1225.53,868.623 1227.73,869.517 1229.94,870.396 1232.16,871.261 1234.4,872.113 1236.65,872.949 \n",
       "  1238.92,873.772 1241.2,874.579 1243.49,875.373 1245.79,876.151 1248.1,876.915 1250.43,877.664 1252.77,878.398 1255.12,879.118 1257.48,879.822 1259.85,880.511 \n",
       "  1262.23,881.185 1264.63,881.844 1267.03,882.487 1269.44,883.115 1271.86,883.728 1274.3,884.325 1276.74,884.906 1279.19,885.472 1281.65,886.023 1284.12,886.557 \n",
       "  1286.59,887.076 1289.08,887.579 1291.57,888.066 1294.07,888.538 1296.57,888.993 1299.09,889.432 1301.61,889.855 1304.13,890.263 1306.67,890.654 1309.21,891.028 \n",
       "  1311.75,891.387 1314.3,891.729 1316.86,892.055 1319.42,892.365 1321.98,892.658 1324.55,892.935 1327.13,893.196 1329.7,893.44 1332.29,893.668 1334.87,893.879 \n",
       "  1337.46,894.074 1340.05,894.252 1342.64,894.414 1345.24,894.559 1347.84,894.687 1350.44,894.799 1353.04,894.895 1355.64,894.973 1358.25,895.035 1360.85,895.081 \n",
       "  1363.46,895.11 1366.06,895.122 1368.67,895.118 1371.28,895.097 1373.88,895.059 1376.49,895.005 1379.09,894.934 1381.69,894.847 1384.29,894.743 1386.89,894.622 \n",
       "  1389.49,894.485 1392.09,894.331 1394.68,894.161 1397.27,893.974 1399.85,893.771 1402.44,893.551 1405.02,893.315 1407.59,893.062 1410.17,892.793 1412.73,892.507 \n",
       "  1415.3,892.205 1417.85,891.887 1420.41,891.552 1422.95,891.202 1425.5,890.835 1428.03,890.451 1430.56,890.052 1433.08,889.636 1435.6,889.205 1438.11,888.757 \n",
       "  1440.61,888.294 1443.11,887.814 1445.6,887.319 1448.08,886.807 1450.55,886.28 1453.01,885.737 1455.47,885.179 1457.91,884.605 1460.35,884.015 1462.78,883.41 \n",
       "  1465.19,882.789 1467.6,882.153 1470,881.501 1472.39,880.835 1474.76,880.153 1477.13,879.456 1479.48,878.744 1481.83,878.017 1484.16,877.275 1486.48,876.518 \n",
       "  1488.79,875.746 1491.09,874.96 1493.37,874.159 1495.64,873.344 1497.9,872.514 1500.14,871.67 1502.38,870.811 1504.59,869.939 1506.8,869.052 1508.99,868.151 \n",
       "  1511.17,867.236 1513.33,866.308 1515.47,865.365 1517.61,864.41 1519.72,863.44 1521.83,862.457 1523.91,861.461 1525.98,860.451 1528.04,859.428 1530.08,858.393 \n",
       "  1532.1,857.344 1534.1,856.282 1536.09,855.208 1538.06,854.121 1540.02,853.021 1541.96,851.909 1543.88,850.785 1545.78,849.649 1547.66,848.5 1549.53,847.34 \n",
       "  1551.38,846.167 1553.21,844.983 1555.02,843.788 1556.81,842.581 1558.58,841.362 1560.34,840.132 1562.07,838.891 1563.79,837.64 1565.48,836.377 1567.16,835.103 \n",
       "  1568.81,833.819 1570.45,832.525 1572.06,831.22 1573.66,829.904 1575.23,828.579 1576.78,827.244 1578.31,825.898 1579.82,824.544 1581.31,823.179 1582.78,821.805 \n",
       "  1584.23,820.422 1585.65,819.03 1587.05,817.629 1588.43,816.218 1589.79,814.8 1591.13,813.372 1592.44,811.936 1593.73,810.492 1595,809.039 1596.24,807.579 \n",
       "  1597.47,806.111 1598.67,804.634 1599.84,803.151 1600.99,801.66 1602.12,800.161 1603.23,798.656 1604.31,797.144 1605.37,795.624 1606.41,794.098 1607.42,792.566 \n",
       "  1608.4,791.027 1609.36,789.482 1610.3,787.931 1611.22,786.374 1612.11,784.811 1612.97,783.243 1613.81,781.669 1614.63,780.09 1615.42,778.506 1616.18,776.916 \n",
       "  1616.92,775.322 1617.64,773.724 1618.33,772.121 1618.99,770.513 1619.63,768.902 1620.25,767.286 1620.84,765.667 1621.4,764.044 1621.94,762.417 1622.45,760.787 \n",
       "  1622.94,759.154 1623.4,757.518 1623.84,755.878 1624.25,754.237 1624.64,752.592 1624.99,750.946 1625.33,749.297 1625.63,747.646 1625.92,745.993 1626.17,744.339 \n",
       "  1626.4,742.682 1626.6,741.025 1626.78,739.366 1626.93,737.707 1627.06,736.046 1627.16,734.385 1627.23,732.723 1627.28,731.061 1627.3,729.398 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = JuMPjl( points, 0.9, Pajarito_SCS_CPLEX(log_level=0, time_limit=60, root_only=false));\n",
    "@time solve(model)\n",
    "plot_and_check(points, getvalue(A), getvalue(z)) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.809626 seconds (136.35 k allocations: 8.274 MiB, 1.75% gc time)\n",
      "Max violation (big-M): 32.38041742671717 (1000)\n",
      "Log Det: -3.8050294614719005\n",
      "Root Det: 0.14919296694886638\n"
     ]
    },
    {
     "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=\"clip1200\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1201\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1201)\" points=\"\n",
       "0,1600 2400,1600 2400,0 0,0 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1202\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polygon clip-path=\"url(#clip1201)\" points=\"\n",
       "176.123,1503.47 2321.26,1503.47 2321.26,47.2441 176.123,47.2441 \n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1203\">\n",
       "    <rect x=\"176\" y=\"47\" width=\"2146\" height=\"1457\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1429.14 2321.26,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,1079.01 2321.26,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,728.868 2321.26,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  176.123,378.731 2321.26,378.731 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 2321.26,1503.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1503.47 176.123,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  443.582,1503.47 443.582,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  905.135,1503.47 905.135,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1366.69,1503.47 1366.69,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1828.24,1503.47 1828.24,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2289.79,1503.47 2289.79,1481.63 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1429.14 208.3,1429.14 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,1079.01 208.3,1079.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,728.868 208.3,728.868 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1201)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  176.123,378.731 208.3,378.731 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 443.582, 1557.47)\" x=\"443.582\" y=\"1557.47\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 905.135, 1557.47)\" x=\"905.135\" y=\"1557.47\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1366.69, 1557.47)\" x=\"1366.69\" y=\"1557.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1828.24, 1557.47)\" x=\"1828.24\" y=\"1557.47\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2289.79, 1557.47)\" x=\"2289.79\" y=\"1557.47\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1446.64)\" x=\"152.123\" y=\"1446.64\">-10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 1096.51)\" x=\"152.123\" y=\"1096.51\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 746.368)\" x=\"152.123\" y=\"746.368\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1201)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 152.123, 396.231)\" x=\"152.123\" y=\"396.231\">5</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip1203)\" style=\"stroke:#009af9; stroke-width:12; stroke-opacity:1; fill:none\" points=\"\n",
       "  1627.3,728.868 1627.29,727.206 1627.25,725.544 1627.18,723.882 1627.09,722.22 1626.98,720.559 1626.83,718.899 1626.66,717.24 1626.47,715.582 1626.25,713.926 \n",
       "  1626,712.271 1625.73,710.617 1625.43,708.966 1625.1,707.316 1624.75,705.669 1624.38,704.024 1623.97,702.381 1623.55,700.741 1623.09,699.104 1622.61,697.47 \n",
       "  1622.11,695.839 1621.58,694.211 1621.02,692.587 1620.44,690.966 1619.83,689.349 1619.2,687.737 1618.54,686.128 1617.86,684.523 1617.15,682.923 1616.42,681.328 \n",
       "  1615.66,679.737 1614.88,678.151 1614.07,676.571 1613.24,674.995 1612.38,673.425 1611.5,671.86 1610.6,670.301 1609.67,668.748 1608.71,667.201 1607.73,665.661 \n",
       "  1606.73,664.126 1605.7,662.598 1604.65,661.077 1603.58,659.562 1602.48,658.054 1601.36,656.554 1600.21,655.06 1599.04,653.574 1597.85,652.096 1596.64,650.625 \n",
       "  1595.4,649.162 1594.14,647.707 1592.85,646.26 1591.55,644.822 1590.22,643.391 1588.87,641.97 1587.49,640.557 1586.1,639.152 1584.68,637.757 1583.24,636.371 \n",
       "  1581.78,634.994 1580.3,633.627 1578.8,632.269 1577.27,630.921 1575.73,629.582 1574.16,628.254 1572.57,626.935 1570.96,625.627 1569.33,624.329 1567.69,623.042 \n",
       "  1566.02,621.765 1564.33,620.498 1562.62,619.243 1560.89,617.999 1559.14,616.765 1557.38,615.543 1555.59,614.332 1553.79,613.133 1551.96,611.945 1550.12,610.769 \n",
       "  1548.26,609.605 1546.38,608.453 1544.48,607.313 1542.57,606.184 1540.64,605.069 1538.69,603.965 1536.72,602.874 1534.74,601.796 1532.74,600.73 1530.72,599.677 \n",
       "  1528.69,598.637 1526.64,597.61 1524.57,596.596 1522.49,595.596 1520.39,594.609 1518.28,593.635 1516.16,592.675 1514.01,591.728 1511.86,590.795 1509.68,589.876 \n",
       "  1507.5,588.97 1505.3,588.079 1503.08,587.202 1500.86,586.339 1498.62,585.49 1496.36,584.656 1494.09,583.836 1491.81,583.03 1489.52,582.239 1487.22,581.463 \n",
       "  1484.9,580.702 1482.57,579.955 1480.23,579.223 1477.88,578.506 1475.52,577.804 1473.15,577.118 1470.76,576.446 1468.37,575.79 1465.96,575.149 1463.55,574.523 \n",
       "  1461.12,573.913 1458.69,573.318 1456.25,572.739 1453.79,572.176 1451.33,571.628 1448.87,571.096 1446.39,570.58 1443.9,570.079 1441.41,569.594 1438.91,569.126 \n",
       "  1436.4,568.673 1433.89,568.236 1431.37,567.816 1428.84,567.411 1426.3,567.023 1423.76,566.65 1421.22,566.294 1418.67,565.955 1416.11,565.631 1413.55,565.324 \n",
       "  1410.98,565.033 1408.41,564.759 1405.84,564.501 1403.26,564.26 1400.68,564.034 1398.09,563.826 1395.5,563.634 1392.91,563.458 1390.32,563.299 1387.72,563.157 \n",
       "  1385.12,563.031 1382.52,562.922 1379.92,562.829 1377.32,562.753 1374.71,562.693 1372.11,562.65 1369.5,562.624 1366.9,562.614 1364.29,562.621 1361.68,562.645 \n",
       "  1359.08,562.685 1356.47,562.742 1353.87,562.816 1351.27,562.906 1348.67,563.012 1346.07,563.136 1343.47,563.275 1340.88,563.432 1338.28,563.605 1335.69,563.794 \n",
       "  1333.11,564 1330.53,564.223 1327.95,564.462 1325.37,564.717 1322.8,564.989 1320.23,565.277 1317.67,565.581 1315.11,565.902 1312.56,566.239 1310.02,566.593 \n",
       "  1307.48,566.962 1304.94,567.348 1302.41,567.75 1299.89,568.168 1297.37,568.602 1294.86,569.053 1292.36,569.519 1289.87,570.001 1287.38,570.499 1284.9,571.013 \n",
       "  1282.43,571.542 1279.97,572.088 1277.52,572.649 1275.07,573.225 1272.64,573.817 1270.21,574.425 1267.8,575.048 1265.39,575.687 1262.99,576.341 1260.61,577.01 \n",
       "  1258.23,577.694 1255.87,578.393 1253.52,579.108 1251.17,579.837 1248.84,580.582 1246.53,581.341 1244.22,582.115 1241.92,582.903 1239.64,583.707 1237.37,584.524 \n",
       "  1235.12,585.356 1232.87,586.203 1230.64,587.064 1228.43,587.939 1226.23,588.828 1224.04,589.731 1221.86,590.648 1219.7,591.578 1217.56,592.523 1215.43,593.481 \n",
       "  1213.32,594.453 1211.22,595.438 1209.13,596.436 1207.06,597.448 1205.01,598.473 1202.98,599.511 1200.96,600.561 1198.95,601.625 1196.97,602.701 1195,603.79 \n",
       "  1193.05,604.892 1191.11,606.006 1189.19,607.132 1187.29,608.27 1185.41,609.421 1183.55,610.583 1181.71,611.757 1179.88,612.943 1178.07,614.141 1176.28,615.35 \n",
       "  1174.51,616.57 1172.76,617.802 1171.03,619.044 1169.32,620.298 1167.63,621.562 1165.95,622.837 1164.3,624.123 1162.67,625.42 1161.06,626.726 1159.47,628.043 \n",
       "  1157.9,629.37 1156.35,630.707 1154.82,632.054 1153.31,633.41 1151.83,634.776 1150.36,636.151 1148.92,637.536 1147.5,638.93 1146.1,640.332 1144.72,641.744 \n",
       "  1143.37,643.164 1142.04,644.593 1140.73,646.03 1139.44,647.476 1138.18,648.93 1136.93,650.391 1135.72,651.861 1134.52,653.338 1133.35,654.823 1132.2,656.315 \n",
       "  1131.07,657.815 1129.97,659.321 1128.89,660.835 1127.84,662.355 1126.81,663.882 1125.8,665.416 1124.82,666.956 1123.86,668.502 1122.93,670.054 1122.02,671.612 \n",
       "  1121.13,673.175 1120.27,674.745 1119.43,676.319 1118.62,677.899 1117.84,679.484 1117.07,681.074 1116.34,682.669 1115.63,684.268 1114.94,685.872 1114.28,687.48 \n",
       "  1113.64,689.092 1113.03,690.709 1112.45,692.329 1111.89,693.952 1111.35,695.579 1110.84,697.21 1110.36,698.844 1109.9,700.48 1109.47,702.12 1109.06,703.762 \n",
       "  1108.68,705.407 1108.33,707.054 1108,708.703 1107.69,710.354 1107.42,712.007 1107.17,713.662 1106.94,715.318 1106.74,716.976 1106.57,718.635 1106.42,720.295 \n",
       "  1106.3,721.956 1106.2,723.617 1106.13,725.279 1106.09,726.941 1106.07,728.604 1106.08,730.266 1106.12,731.929 1106.18,733.591 1106.26,735.252 1106.38,736.913 \n",
       "  1106.52,738.573 1106.68,740.233 1106.87,741.891 1107.09,743.547 1107.33,745.203 1107.6,746.856 1107.9,748.508 1108.22,750.158 1108.57,751.806 1108.94,753.451 \n",
       "  1109.34,755.094 1109.76,756.735 1110.21,758.372 1110.68,760.007 1111.19,761.639 1111.71,763.267 1112.26,764.892 1112.84,766.513 1113.44,768.13 1114.07,769.744 \n",
       "  1114.73,771.353 1115.4,772.958 1116.11,774.559 1116.84,776.155 1117.59,777.747 1118.37,779.334 1119.17,780.915 1120,782.491 1120.85,784.062 1121.73,785.628 \n",
       "  1122.63,787.188 1123.56,788.742 1124.51,790.29 1125.49,791.831 1126.48,793.367 1127.51,794.896 1128.55,796.418 1129.62,797.934 1130.72,799.443 1131.84,800.945 \n",
       "  1132.98,802.439 1134.14,803.927 1135.33,805.406 1136.54,806.878 1137.78,808.342 1139.04,809.799 1140.32,811.247 1141.62,812.687 1142.94,814.119 1144.29,815.542 \n",
       "  1145.66,816.956 1147.05,818.362 1148.47,819.758 1149.9,821.146 1151.36,822.524 1152.84,823.893 1154.34,825.252 1155.86,826.602 1157.4,827.942 1158.97,829.272 \n",
       "  1160.55,830.592 1162.15,831.902 1163.78,833.202 1165.43,834.491 1167.09,835.77 1168.78,837.038 1170.48,838.295 1172.21,839.541 1173.95,840.776 1175.72,842 \n",
       "  1177.5,843.212 1179.3,844.414 1181.12,845.603 1182.96,846.781 1184.82,847.947 1186.69,849.101 1188.59,850.244 1190.5,851.374 1192.43,852.492 1194.37,853.597 \n",
       "  1196.34,854.69 1198.32,855.77 1200.32,856.838 1202.33,857.893 1204.36,858.935 1206.41,859.964 1208.47,860.98 1210.55,861.983 1212.65,862.972 1214.75,863.948 \n",
       "  1216.88,864.91 1219.02,865.859 1221.17,866.794 1223.34,867.716 1225.53,868.623 1227.73,869.517 1229.94,870.396 1232.16,871.261 1234.4,872.113 1236.65,872.949 \n",
       "  1238.92,873.772 1241.2,874.579 1243.49,875.373 1245.79,876.151 1248.1,876.915 1250.43,877.664 1252.77,878.398 1255.12,879.118 1257.48,879.822 1259.85,880.511 \n",
       "  1262.23,881.185 1264.63,881.844 1267.03,882.487 1269.44,883.115 1271.86,883.728 1274.3,884.325 1276.74,884.906 1279.19,885.472 1281.65,886.023 1284.12,886.557 \n",
       "  1286.59,887.076 1289.08,887.579 1291.57,888.066 1294.07,888.538 1296.57,888.993 1299.09,889.432 1301.61,889.855 1304.13,890.263 1306.67,890.654 1309.21,891.028 \n",
       "  1311.75,891.387 1314.3,891.729 1316.86,892.055 1319.42,892.365 1321.98,892.658 1324.55,892.935 1327.13,893.196 1329.7,893.44 1332.29,893.668 1334.87,893.879 \n",
       "  1337.46,894.074 1340.05,894.252 1342.64,894.414 1345.24,894.559 1347.84,894.687 1350.44,894.799 1353.04,894.895 1355.64,894.973 1358.25,895.035 1360.85,895.081 \n",
       "  1363.46,895.11 1366.06,895.122 1368.67,895.118 1371.28,895.097 1373.88,895.059 1376.49,895.005 1379.09,894.934 1381.69,894.847 1384.29,894.743 1386.89,894.622 \n",
       "  1389.49,894.485 1392.09,894.331 1394.68,894.161 1397.27,893.974 1399.85,893.771 1402.44,893.551 1405.02,893.315 1407.59,893.062 1410.17,892.793 1412.73,892.507 \n",
       "  1415.3,892.205 1417.85,891.887 1420.41,891.552 1422.95,891.202 1425.5,890.835 1428.03,890.451 1430.56,890.052 1433.08,889.636 1435.6,889.205 1438.11,888.757 \n",
       "  1440.61,888.294 1443.11,887.814 1445.6,887.319 1448.08,886.807 1450.55,886.28 1453.01,885.737 1455.47,885.179 1457.91,884.605 1460.35,884.015 1462.78,883.41 \n",
       "  1465.19,882.789 1467.6,882.153 1470,881.501 1472.39,880.835 1474.76,880.153 1477.13,879.456 1479.48,878.744 1481.83,878.017 1484.16,877.275 1486.48,876.518 \n",
       "  1488.79,875.746 1491.09,874.96 1493.37,874.159 1495.64,873.344 1497.9,872.514 1500.14,871.67 1502.38,870.811 1504.59,869.939 1506.8,869.052 1508.99,868.151 \n",
       "  1511.17,867.236 1513.33,866.308 1515.47,865.365 1517.61,864.41 1519.72,863.44 1521.83,862.457 1523.91,861.461 1525.98,860.451 1528.04,859.428 1530.08,858.393 \n",
       "  1532.1,857.344 1534.1,856.282 1536.09,855.208 1538.06,854.121 1540.02,853.021 1541.96,851.909 1543.88,850.785 1545.78,849.649 1547.66,848.5 1549.53,847.34 \n",
       "  1551.38,846.167 1553.21,844.983 1555.02,843.788 1556.81,842.581 1558.58,841.362 1560.34,840.132 1562.07,838.891 1563.79,837.64 1565.48,836.377 1567.16,835.103 \n",
       "  1568.81,833.819 1570.45,832.525 1572.06,831.22 1573.66,829.904 1575.23,828.579 1576.78,827.244 1578.31,825.898 1579.82,824.544 1581.31,823.179 1582.78,821.805 \n",
       "  1584.23,820.422 1585.65,819.03 1587.05,817.629 1588.43,816.218 1589.79,814.8 1591.13,813.372 1592.44,811.936 1593.73,810.492 1595,809.039 1596.24,807.579 \n",
       "  1597.47,806.111 1598.67,804.634 1599.84,803.151 1600.99,801.66 1602.12,800.161 1603.23,798.656 1604.31,797.144 1605.37,795.624 1606.41,794.098 1607.42,792.566 \n",
       "  1608.4,791.027 1609.36,789.482 1610.3,787.931 1611.22,786.374 1612.11,784.811 1612.97,783.243 1613.81,781.669 1614.63,780.09 1615.42,778.506 1616.18,776.916 \n",
       "  1616.92,775.322 1617.64,773.724 1618.33,772.121 1618.99,770.513 1619.63,768.902 1620.25,767.286 1620.84,765.667 1621.4,764.044 1621.94,762.417 1622.45,760.787 \n",
       "  1622.94,759.154 1623.4,757.518 1623.84,755.878 1624.25,754.237 1624.64,752.592 1624.99,750.946 1625.33,749.297 1625.63,747.646 1625.92,745.993 1626.17,744.339 \n",
       "  1626.4,742.682 1626.6,741.025 1626.78,739.366 1626.93,737.707 1627.06,736.046 1627.16,734.385 1627.23,732.723 1627.28,731.061 1627.3,729.398 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.71\" cy=\"788.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1267.93\" cy=\"689.277\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1399.8\" cy=\"781.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1475.45\" cy=\"814.208\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1334.76\" cy=\"781.491\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1307.4\" cy=\"807.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1398.46\" cy=\"711.385\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1381.93\" cy=\"844.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1373.79\" cy=\"759.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1156.12\" cy=\"742.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1294.75\" cy=\"870.774\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.12\" cy=\"750.922\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.58\" cy=\"737.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.24\" cy=\"824.829\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1356.05\" cy=\"608.602\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.48\" cy=\"663.116\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1365.69\" cy=\"768.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1463.92\" cy=\"751.232\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1341.31\" cy=\"796.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1183.93\" cy=\"718.637\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1379.09\" cy=\"761.987\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1387.04\" cy=\"847.464\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1345.39\" cy=\"894.566\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1366.8\" cy=\"805.157\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1451.19\" cy=\"784.866\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1228.49\" cy=\"637.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.57\" cy=\"688.817\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1394.73\" cy=\"841.818\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1322.4\" cy=\"701.149\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1449.75\" cy=\"649.896\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1467.22\" cy=\"685.071\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"647.804\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.69\" cy=\"804.454\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1474.34\" cy=\"713.369\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1407.54\" cy=\"717.035\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1458.42\" cy=\"745.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1281.69\" cy=\"726.657\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1441.54\" cy=\"667.167\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1429.49\" cy=\"705.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1312.85\" cy=\"653.414\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1529.51\" cy=\"640.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1328.63\" cy=\"798.037\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1313.69\" cy=\"715.644\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.74\" cy=\"743.468\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1585.36\" cy=\"750.836\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1548.62\" cy=\"680.168\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.63\" cy=\"823.746\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1351.07\" cy=\"741.716\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1357.98\" cy=\"726.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1278.77\" cy=\"681.785\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1416.41\" cy=\"636.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1194.41\" cy=\"728.978\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1494.89\" cy=\"644.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.45\" cy=\"766.791\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1464.57\" cy=\"575.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1566.97\" cy=\"666.628\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.63\" cy=\"685.764\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1282.78\" cy=\"730.257\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.74\" cy=\"713.443\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1405.68\" cy=\"608.671\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1320.84\" cy=\"727.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1418.74\" cy=\"687.864\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1255.89\" cy=\"726.107\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1495.17\" cy=\"658.476\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1337.59\" cy=\"630.521\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1412.89\" cy=\"683.229\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1239.1\" cy=\"756.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.86\" cy=\"802.078\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1292.2\" cy=\"666.982\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1280.24\" cy=\"777.947\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1319.41\" cy=\"689.475\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1343.66\" cy=\"703.512\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1308.8\" cy=\"870.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1283.31\" cy=\"697.118\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1352.64\" cy=\"722.715\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1303.8\" cy=\"758.018\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1430.41\" cy=\"741.359\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1473.41\" cy=\"761.196\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1217.9\" cy=\"683.091\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1423.7\" cy=\"820.578\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1397.03\" cy=\"793.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1258.06\" cy=\"713.204\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1311.27\" cy=\"718.493\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1414.13\" cy=\"704.411\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1362.54\" cy=\"729.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1358.3\" cy=\"777.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1536.83\" cy=\"620.281\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1127.4\" cy=\"794.738\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1360.12\" cy=\"806.575\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"1433.07\" cy=\"724.486\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"489.67\" cy=\"1351.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2247.27\" cy=\"1462.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2230.38\" cy=\"1415.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"506.498\" cy=\"88.4582\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2260.55\" cy=\"90.2876\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"445.627\" cy=\"1343.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"236.834\" cy=\"93.9334\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"2250.75\" cy=\"1322.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"424.65\" cy=\"1403.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1203)\" style=\"fill:#e26f46; stroke:none; fill-opacity:1\" cx=\"466.418\" cy=\"1435.88\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model, A, z, t = JuMPjl( points, 0.9,Pajarito_Mosek_CPLEX(log_level=0, time_limit=60, root_only=false));\n",
    "@time solve(model)\n",
    "plot_and_check(points, getvalue(A), getvalue(z))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.0.2",
   "language": "julia",
   "name": "julia-1.0"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.0.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}