{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Stroking the grid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfMAAAFgCAYAAACv/ZCmAAAJMmlDQ1BkZWZhdWx0X3JnYi5pY2MA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\n",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" fill=\"none\" version=\"1.1\" viewBox=\"-187.033 -88.7174 359.574 253.395\" x=\"-187.033pt\" y=\"-88.7174pt\" width=\"359.574pt\" height=\"253.395pt\" stroke-width=\"0.566929\" stroke-miterlimit=\"10.000000\">\n",
       " <path d=\"M32.8441 -13.6428L36.1138 -14.5806\" stroke=\"black\"/>\n",
       " <path d=\"M51.7106 0.248647L53.7267 -0.347156\" stroke=\"black\"/>\n",
       " <path d=\"M68.887 15.5255L72.1408 14.5338\" stroke=\"black\"/>\n",
       " <path d=\"M89.4066 30.7383L91.412 30.1073\" stroke=\"black\"/>\n",
       " <path d=\"M108.367 47.4749L111.602 46.4231\" stroke=\"black\"/>\n",
       " <path d=\"M130.784 64.2056L132.777 63.5353\" stroke=\"black\"/>\n",
       " <path d=\"M151.799 82.6231L155.011 81.5039\" stroke=\"black\"/>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M36.1138 -14.5806L155.011 81.5039\" stroke=\"black\"/>\n",
       " </g>\n",
       " <path d=\"M-143.514 40.1358L-145.763 37.584\" stroke=\"black\"/>\n",
       " <path d=\"M-128.066 34.4684L-129.482 32.9144\" stroke=\"black\"/>\n",
       " <path d=\"M-111.088 30.7849L-113.419 28.3074\" stroke=\"black\"/>\n",
       " <path d=\"M-96.106 25.2703L-97.57 23.7616\" stroke=\"black\"/>\n",
       " <path d=\"M-79.5252 21.6812L-81.9306 19.276\" stroke=\"black\"/>\n",
       " <path d=\"M-64.9884 16.3139L-66.4965 14.8494\" stroke=\"black\"/>\n",
       " <path d=\"M-48.7903 12.8153L-51.264 10.4805\" stroke=\"black\"/>\n",
       " <path d=\"M-34.6804 7.59005L-36.2289 6.1682\" stroke=\"black\"/>\n",
       " <path d=\"M-18.8514 4.1784L-21.3876 1.91151\" stroke=\"black\"/>\n",
       " <path d=\"M-5.15073 -0.910146L-6.73619 -2.2907\" stroke=\"black\"/>\n",
       " <path d=\"M10.3221 -4.23819L7.72882 -6.43945\" stroke=\"black\"/>\n",
       " <path d=\"M23.6303 -9.19504L22.011 -10.5358\" stroke=\"black\"/>\n",
       " <path d=\"M38.7595 -12.4426L36.1138 -14.5806\" stroke=\"black\"/>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-145.763 37.584L36.1138 -14.5806\" stroke=\"black\"/>\n",
       " </g>\n",
       " <path d=\"M-142.397 38.0755L-145.763 37.584\" stroke=\"black\"/>\n",
       " <path d=\"M-144.749 23.7743L-146.831 23.4766\" stroke=\"black\"/>\n",
       " <path d=\"M-144.545 9.63286L-147.914 9.16094\" stroke=\"black\"/>\n",
       " <path d=\"M-146.93 -5.08201L-149.013 -5.36748\" stroke=\"black\"/>\n",
       " <path d=\"M-146.758 -19.6618L-150.129 -20.1135\" stroke=\"black\"/>\n",
       " <path d=\"M-149.177 -34.8092L-151.262 -35.082\" stroke=\"black\"/>\n",
       " <path d=\"M-149.037 -49.8473L-152.412 -50.2781\" stroke=\"black\"/>\n",
       " <path d=\"M-151.493 -65.4473L-153.579 -65.707\" stroke=\"black\"/>\n",
       " <path d=\"M-151.388 -80.9649L-154.765 -81.374\" stroke=\"black\"/>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-165.643384,34.681060)\">\n",
       "  <path d=\"M-10.9578 2.49066M-6.76355 -0.697385C-6.76355 -1.4944 -6.81337 -2.29141 -7.16206 -3.02864C-7.62034 -3.98506 -8.43728 -4.14446 -8.85571 -4.14446C-9.45347 -4.14446 -10.1807 -3.88543 -10.5892 -2.9589C-10.908 -2.27148 -10.9578 -1.4944 -10.9578 -0.697385C-10.9578 0.0498132 -10.918 0.946451 -10.5095 1.70361C-10.0811 2.51059 -9.35384 2.70984 -8.86567 2.70984C-8.32769 2.70984 -7.57053 2.50062 -7.13217 1.55417C-6.81337 0.86675 -6.76355 0.0896638 -6.76355 -0.697385ZM-6.76355 -0.697385M-8.86567 2.49066C-9.25421 2.49066 -9.84201 2.24159 -10.0213 1.28518C-10.1309 0.687422 -10.1309 -0.229141 -10.1309 -0.816936C-10.1309 -1.45455 -10.1309 -2.11208 -10.0512 -2.65006C-9.86193 -3.83562 -9.11474 -3.92528 -8.86567 -3.92528C-8.5369 -3.92528 -7.87937 -3.74595 -7.69008 -2.75965C-7.59045 -2.20174 -7.59045 -1.44458 -7.59045 -0.816936C-7.59045 -0.0697385 -7.59045 0.607721 -7.70004 1.24533C-7.84948 2.19178 -8.41735 2.49066 -8.86567 2.49066ZM-8.86567 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-5.50824 2.49066M-4.4522 1.96264C-4.4522 1.67372 -4.69131 1.43462 -4.98022 1.43462C-5.26914 1.43462 -5.50824 1.67372 -5.50824 1.96264C-5.50824 2.25156 -5.26914 2.49066 -4.98022 2.49066C-4.69131 2.49066 -4.4522 2.25156 -4.4522 1.96264ZM-4.4522 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M-3.20908 2.49066M0.985191 -0.697385C0.985191 -1.4944 0.935378 -2.29141 0.586685 -3.02864C0.128404 -3.98506 -0.688533 -4.14446 -1.10696 -4.14446C-1.70472 -4.14446 -2.43199 -3.88543 -2.84046 -2.9589C-3.15927 -2.27148 -3.20908 -1.4944 -3.20908 -0.697385C-3.20908 0.0498132 -3.16923 0.946451 -2.76076 1.70361C-2.33237 2.51059 -1.6051 2.70984 -1.11693 2.70984C-0.578943 2.70984 0.178217 2.50062 0.616573 1.55417C0.935378 0.86675 0.985191 0.0896638 0.985191 -0.697385ZM0.985191 -0.697385M-1.11693 2.49066C-1.50547 2.49066 -2.09326 2.24159 -2.27259 1.28518C-2.38218 0.687422 -2.38218 -0.229141 -2.38218 -0.816936C-2.38218 -1.45455 -2.38218 -2.11208 -2.30248 -2.65006C-2.11319 -3.83562 -1.36599 -3.92528 -1.11693 -3.92528C-0.788159 -3.92528 -0.130625 -3.74595 0.0586655 -2.75965C0.158292 -2.20174 0.158292 -1.44458 0.158292 -0.816936C0.158292 -0.0697385 0.158292 0.607721 0.0487029 1.24533C-0.100737 2.19178 -0.668607 2.49066 -1.11693 2.49066ZM-1.11693 2.49066M1.77224 2.49066M5.96651 -0.697385C5.96651 -1.4944 5.9167 -2.29141 5.56801 -3.02864C5.10972 -3.98506 4.29279 -4.14446 3.87436 -4.14446C3.2766 -4.14446 2.54933 -3.88543 2.14086 -2.9589C1.82205 -2.27148 1.77224 -1.4944 1.77224 -0.697385C1.77224 0.0498132 1.81209 0.946451 2.22056 1.70361C2.64895 2.51059 3.37622 2.70984 3.86439 2.70984C4.40238 2.70984 5.15954 2.50062 5.59789 1.55417C5.9167 0.86675 5.96651 0.0896638 5.96651 -0.697385ZM5.96651 -0.697385M3.86439 2.49066C3.47585 2.49066 2.88806 2.24159 2.70873 1.28518C2.59914 0.687422 2.59914 -0.229141 2.59914 -0.816936C2.59914 -1.45455 2.59914 -2.11208 2.67884 -2.65006C2.86813 -3.83562 3.61533 -3.92528 3.86439 -3.92528C4.19316 -3.92528 4.8507 -3.74595 5.03999 -2.75965C5.13961 -2.20174 5.13961 -1.44458 5.13961 -0.816936C5.13961 -0.0697385 5.13961 0.607721 5.03002 1.24533C4.88058 2.19178 4.31271 2.49066 3.86439 2.49066ZM3.86439 2.49066M7.25169 2.49066M9.29403 -3.88543C9.29403 -4.12453 9.29403 -4.14446 9.06489 -4.14446C8.44721 -3.50685 7.5705 -3.50685 7.25169 -3.50685L7.25169 -3.19801C7.45094 -3.19801 8.03874 -3.19801 8.5568 -3.45704L8.5568 1.70361C8.5568 2.06227 8.52691 2.18182 7.63027 2.18182L7.31147 2.18182L7.31147 2.49066C7.66016 2.46077 8.52691 2.46077 8.92542 2.46077C9.32392 2.46077 10.1907 2.46077 10.5394 2.49066L10.5394 2.18182L10.2206 2.18182C9.32392 2.18182 9.29403 2.07223 9.29403 1.70361ZM9.29403 1.70361\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-167.805736,6.374286)\">\n",
       "  <path d=\"M-10.9578 2.49066M-6.76355 -0.697385C-6.76355 -1.4944 -6.81337 -2.29141 -7.16206 -3.02864C-7.62034 -3.98506 -8.43728 -4.14446 -8.85571 -4.14446C-9.45347 -4.14446 -10.1807 -3.88543 -10.5892 -2.9589C-10.908 -2.27148 -10.9578 -1.4944 -10.9578 -0.697385C-10.9578 0.0498132 -10.918 0.946451 -10.5095 1.70361C-10.0811 2.51059 -9.35384 2.70984 -8.86567 2.70984C-8.32769 2.70984 -7.57053 2.50062 -7.13217 1.55417C-6.81337 0.86675 -6.76355 0.0896638 -6.76355 -0.697385ZM-6.76355 -0.697385M-8.86567 2.49066C-9.25421 2.49066 -9.84201 2.24159 -10.0213 1.28518C-10.1309 0.687422 -10.1309 -0.229141 -10.1309 -0.816936C-10.1309 -1.45455 -10.1309 -2.11208 -10.0512 -2.65006C-9.86193 -3.83562 -9.11474 -3.92528 -8.86567 -3.92528C-8.5369 -3.92528 -7.87937 -3.74595 -7.69008 -2.75965C-7.59045 -2.20174 -7.59045 -1.44458 -7.59045 -0.816936C-7.59045 -0.0697385 -7.59045 0.607721 -7.70004 1.24533C-7.84948 2.19178 -8.41735 2.49066 -8.86567 2.49066ZM-8.86567 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-5.50824 2.49066M-4.4522 1.96264C-4.4522 1.67372 -4.69131 1.43462 -4.98022 1.43462C-5.26914 1.43462 -5.50824 1.67372 -5.50824 1.96264C-5.50824 2.25156 -5.26914 2.49066 -4.98022 2.49066C-4.69131 2.49066 -4.4522 2.25156 -4.4522 1.96264ZM-4.4522 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M-3.20908 2.49066M0.985191 -0.697385C0.985191 -1.4944 0.935378 -2.29141 0.586685 -3.02864C0.128404 -3.98506 -0.688533 -4.14446 -1.10696 -4.14446C-1.70472 -4.14446 -2.43199 -3.88543 -2.84046 -2.9589C-3.15927 -2.27148 -3.20908 -1.4944 -3.20908 -0.697385C-3.20908 0.0498132 -3.16923 0.946451 -2.76076 1.70361C-2.33237 2.51059 -1.6051 2.70984 -1.11693 2.70984C-0.578943 2.70984 0.178217 2.50062 0.616573 1.55417C0.935378 0.86675 0.985191 0.0896638 0.985191 -0.697385ZM0.985191 -0.697385M-1.11693 2.49066C-1.50547 2.49066 -2.09326 2.24159 -2.27259 1.28518C-2.38218 0.687422 -2.38218 -0.229141 -2.38218 -0.816936C-2.38218 -1.45455 -2.38218 -2.11208 -2.30248 -2.65006C-2.11319 -3.83562 -1.36599 -3.92528 -1.11693 -3.92528C-0.788159 -3.92528 -0.130625 -3.74595 0.0586655 -2.75965C0.158292 -2.20174 0.158292 -1.44458 0.158292 -0.816936C0.158292 -0.0697385 0.158292 0.607721 0.0487029 1.24533C-0.100737 2.19178 -0.668607 2.49066 -1.11693 2.49066ZM-1.11693 2.49066M1.77224 2.49066M5.96651 -0.697385C5.96651 -1.4944 5.9167 -2.29141 5.56801 -3.02864C5.10972 -3.98506 4.29279 -4.14446 3.87436 -4.14446C3.2766 -4.14446 2.54933 -3.88543 2.14086 -2.9589C1.82205 -2.27148 1.77224 -1.4944 1.77224 -0.697385C1.77224 0.0498132 1.81209 0.946451 2.22056 1.70361C2.64895 2.51059 3.37622 2.70984 3.86439 2.70984C4.40238 2.70984 5.15954 2.50062 5.59789 1.55417C5.9167 0.86675 5.96651 0.0896638 5.96651 -0.697385ZM5.96651 -0.697385M3.86439 2.49066C3.47585 2.49066 2.88806 2.24159 2.70873 1.28518C2.59914 0.687422 2.59914 -0.229141 2.59914 -0.816936C2.59914 -1.45455 2.59914 -2.11208 2.67884 -2.65006C2.86813 -3.83562 3.61533 -3.92528 3.86439 -3.92528C4.19316 -3.92528 4.8507 -3.74595 5.03999 -2.75965C5.13961 -2.20174 5.13961 -1.44458 5.13961 -0.816936C5.13961 -0.0697385 5.13961 0.607721 5.03002 1.24533C4.88058 2.19178 4.31271 2.49066 3.86439 2.49066ZM3.86439 2.49066M6.86315 2.49066M7.63027 1.72354L8.68631 0.697385C10.2405 -0.67746 10.8382 -1.21544 10.8382 -2.21171C10.8382 -3.34745 9.9416 -4.14446 8.72616 -4.14446C7.60038 -4.14446 6.86315 -3.2279 6.86315 -2.34122C6.86315 -1.78331 7.36128 -1.78331 7.39117 -1.78331C7.56053 -1.78331 7.90923 -1.90286 7.90923 -2.31133C7.90923 -2.57036 7.7299 -2.82939 7.38121 -2.82939C7.3015 -2.82939 7.28158 -2.82939 7.25169 -2.81943C7.48083 -3.467 8.01881 -3.83562 8.59665 -3.83562C9.50325 -3.83562 9.93164 -3.02864 9.93164 -2.21171C9.93164 -1.41469 9.43351 -0.627646 8.88556 -0.00996264L6.97274 2.12204C6.86315 2.23163 6.86315 2.25156 6.86315 2.49066L10.5593 2.49066L10.8382 0.757161L10.5892 0.757161C10.5394 1.05604 10.4696 1.4944 10.37 1.64384C10.3003 1.72354 9.64273 1.72354 9.42355 1.72354ZM9.42355 1.72354\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-170.031766,-22.779937)\">\n",
       "  <path d=\"M-10.9578 2.49066M-6.76355 -0.697385C-6.76355 -1.4944 -6.81337 -2.29141 -7.16206 -3.02864C-7.62034 -3.98506 -8.43728 -4.14446 -8.85571 -4.14446C-9.45347 -4.14446 -10.1807 -3.88543 -10.5892 -2.9589C-10.908 -2.27148 -10.9578 -1.4944 -10.9578 -0.697385C-10.9578 0.0498132 -10.918 0.946451 -10.5095 1.70361C-10.0811 2.51059 -9.35384 2.70984 -8.86567 2.70984C-8.32769 2.70984 -7.57053 2.50062 -7.13217 1.55417C-6.81337 0.86675 -6.76355 0.0896638 -6.76355 -0.697385ZM-6.76355 -0.697385M-8.86567 2.49066C-9.25421 2.49066 -9.84201 2.24159 -10.0213 1.28518C-10.1309 0.687422 -10.1309 -0.229141 -10.1309 -0.816936C-10.1309 -1.45455 -10.1309 -2.11208 -10.0512 -2.65006C-9.86193 -3.83562 -9.11474 -3.92528 -8.86567 -3.92528C-8.5369 -3.92528 -7.87937 -3.74595 -7.69008 -2.75965C-7.59045 -2.20174 -7.59045 -1.44458 -7.59045 -0.816936C-7.59045 -0.0697385 -7.59045 0.607721 -7.70004 1.24533C-7.84948 2.19178 -8.41735 2.49066 -8.86567 2.49066ZM-8.86567 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-5.50824 2.49066M-4.4522 1.96264C-4.4522 1.67372 -4.69131 1.43462 -4.98022 1.43462C-5.26914 1.43462 -5.50824 1.67372 -5.50824 1.96264C-5.50824 2.25156 -5.26914 2.49066 -4.98022 2.49066C-4.69131 2.49066 -4.4522 2.25156 -4.4522 1.96264ZM-4.4522 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M-3.20908 2.49066M0.985191 -0.697385C0.985191 -1.4944 0.935378 -2.29141 0.586685 -3.02864C0.128404 -3.98506 -0.688533 -4.14446 -1.10696 -4.14446C-1.70472 -4.14446 -2.43199 -3.88543 -2.84046 -2.9589C-3.15927 -2.27148 -3.20908 -1.4944 -3.20908 -0.697385C-3.20908 0.0498132 -3.16923 0.946451 -2.76076 1.70361C-2.33237 2.51059 -1.6051 2.70984 -1.11693 2.70984C-0.578943 2.70984 0.178217 2.50062 0.616573 1.55417C0.935378 0.86675 0.985191 0.0896638 0.985191 -0.697385ZM0.985191 -0.697385M-1.11693 2.49066C-1.50547 2.49066 -2.09326 2.24159 -2.27259 1.28518C-2.38218 0.687422 -2.38218 -0.229141 -2.38218 -0.816936C-2.38218 -1.45455 -2.38218 -2.11208 -2.30248 -2.65006C-2.11319 -3.83562 -1.36599 -3.92528 -1.11693 -3.92528C-0.788159 -3.92528 -0.130625 -3.74595 0.0586655 -2.75965C0.158292 -2.20174 0.158292 -1.44458 0.158292 -0.816936C0.158292 -0.0697385 0.158292 0.607721 0.0487029 1.24533C-0.100737 2.19178 -0.668607 2.49066 -1.11693 2.49066ZM-1.11693 2.49066M1.77224 2.49066M5.96651 -0.697385C5.96651 -1.4944 5.9167 -2.29141 5.56801 -3.02864C5.10972 -3.98506 4.29279 -4.14446 3.87436 -4.14446C3.2766 -4.14446 2.54933 -3.88543 2.14086 -2.9589C1.82205 -2.27148 1.77224 -1.4944 1.77224 -0.697385C1.77224 0.0498132 1.81209 0.946451 2.22056 1.70361C2.64895 2.51059 3.37622 2.70984 3.86439 2.70984C4.40238 2.70984 5.15954 2.50062 5.59789 1.55417C5.9167 0.86675 5.96651 0.0896638 5.96651 -0.697385ZM5.96651 -0.697385M3.86439 2.49066C3.47585 2.49066 2.88806 2.24159 2.70873 1.28518C2.59914 0.687422 2.59914 -0.229141 2.59914 -0.816936C2.59914 -1.45455 2.59914 -2.11208 2.67884 -2.65006C2.86813 -3.83562 3.61533 -3.92528 3.86439 -3.92528C4.19316 -3.92528 4.8507 -3.74595 5.03999 -2.75965C5.13961 -2.20174 5.13961 -1.44458 5.13961 -0.816936C5.13961 -0.0697385 5.13961 0.607721 5.03002 1.24533C4.88058 2.19178 4.31271 2.49066 3.86439 2.49066ZM3.86439 2.49066M6.78345 2.49066M9.25418 -1.01619C10.0711 -1.28518 10.649 -1.98257 10.649 -2.76961C10.649 -3.58655 9.77224 -4.14446 8.81583 -4.14446C7.8096 -4.14446 7.05244 -3.5467 7.05244 -2.78954C7.05244 -2.46077 7.27162 -2.27148 7.56053 -2.27148C7.86938 -2.27148 8.06863 -2.49066 8.06863 -2.77958C8.06863 -3.27771 7.60038 -3.27771 7.45094 -3.27771C7.75979 -3.76588 8.41732 -3.89539 8.77598 -3.89539C9.18444 -3.89539 9.73239 -3.67621 9.73239 -2.77958C9.73239 -2.66002 9.71246 -2.08219 9.45344 -1.64384C9.15456 -1.16563 8.81583 -1.13574 8.56676 -1.12578C8.48706 -1.11582 8.24796 -1.09589 8.17822 -1.09589C8.09852 -1.08593 8.02878 -1.07597 8.02878 -0.976339C8.02878 -0.86675 8.09852 -0.86675 8.26788 -0.86675L8.70624 -0.86675C9.52317 -0.86675 9.89179 -0.18929 9.89179 0.787049C9.89179 2.14197 9.20437 2.43088 8.76601 2.43088C8.33762 2.43088 7.59042 2.26152 7.24173 1.67372C7.59042 1.72354 7.89926 1.50436 7.89926 1.12578C7.89926 0.767123 7.63027 0.56787 7.34136 0.56787C7.10225 0.56787 6.78345 0.707347 6.78345 1.1457C6.78345 2.0523 7.70997 2.70984 8.7959 2.70984C10.0113 2.70984 10.9179 1.80324 10.9179 0.787049C10.9179 -0.0298879 10.2903 -0.806974 9.25418 -1.01619ZM9.25418 -1.01619\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-172.324315,-52.820264)\">\n",
       "  <path d=\"M-10.9578 2.49066M-6.76355 -0.697385C-6.76355 -1.4944 -6.81337 -2.29141 -7.16206 -3.02864C-7.62034 -3.98506 -8.43728 -4.14446 -8.85571 -4.14446C-9.45347 -4.14446 -10.1807 -3.88543 -10.5892 -2.9589C-10.908 -2.27148 -10.9578 -1.4944 -10.9578 -0.697385C-10.9578 0.0498132 -10.918 0.946451 -10.5095 1.70361C-10.0811 2.51059 -9.35384 2.70984 -8.86567 2.70984C-8.32769 2.70984 -7.57053 2.50062 -7.13217 1.55417C-6.81337 0.86675 -6.76355 0.0896638 -6.76355 -0.697385ZM-6.76355 -0.697385M-8.86567 2.49066C-9.25421 2.49066 -9.84201 2.24159 -10.0213 1.28518C-10.1309 0.687422 -10.1309 -0.229141 -10.1309 -0.816936C-10.1309 -1.45455 -10.1309 -2.11208 -10.0512 -2.65006C-9.86193 -3.83562 -9.11474 -3.92528 -8.86567 -3.92528C-8.5369 -3.92528 -7.87937 -3.74595 -7.69008 -2.75965C-7.59045 -2.20174 -7.59045 -1.44458 -7.59045 -0.816936C-7.59045 -0.0697385 -7.59045 0.607721 -7.70004 1.24533C-7.84948 2.19178 -8.41735 2.49066 -8.86567 2.49066ZM-8.86567 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-5.50824 2.49066M-4.4522 1.96264C-4.4522 1.67372 -4.69131 1.43462 -4.98022 1.43462C-5.26914 1.43462 -5.50824 1.67372 -5.50824 1.96264C-5.50824 2.25156 -5.26914 2.49066 -4.98022 2.49066C-4.69131 2.49066 -4.4522 2.25156 -4.4522 1.96264ZM-4.4522 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M-3.20908 2.49066M0.985191 -0.697385C0.985191 -1.4944 0.935378 -2.29141 0.586685 -3.02864C0.128404 -3.98506 -0.688533 -4.14446 -1.10696 -4.14446C-1.70472 -4.14446 -2.43199 -3.88543 -2.84046 -2.9589C-3.15927 -2.27148 -3.20908 -1.4944 -3.20908 -0.697385C-3.20908 0.0498132 -3.16923 0.946451 -2.76076 1.70361C-2.33237 2.51059 -1.6051 2.70984 -1.11693 2.70984C-0.578943 2.70984 0.178217 2.50062 0.616573 1.55417C0.935378 0.86675 0.985191 0.0896638 0.985191 -0.697385ZM0.985191 -0.697385M-1.11693 2.49066C-1.50547 2.49066 -2.09326 2.24159 -2.27259 1.28518C-2.38218 0.687422 -2.38218 -0.229141 -2.38218 -0.816936C-2.38218 -1.45455 -2.38218 -2.11208 -2.30248 -2.65006C-2.11319 -3.83562 -1.36599 -3.92528 -1.11693 -3.92528C-0.788159 -3.92528 -0.130625 -3.74595 0.0586655 -2.75965C0.158292 -2.20174 0.158292 -1.44458 0.158292 -0.816936C0.158292 -0.0697385 0.158292 0.607721 0.0487029 1.24533C-0.100737 2.19178 -0.668607 2.49066 -1.11693 2.49066ZM-1.11693 2.49066M1.77224 2.49066M5.96651 -0.697385C5.96651 -1.4944 5.9167 -2.29141 5.56801 -3.02864C5.10972 -3.98506 4.29279 -4.14446 3.87436 -4.14446C3.2766 -4.14446 2.54933 -3.88543 2.14086 -2.9589C1.82205 -2.27148 1.77224 -1.4944 1.77224 -0.697385C1.77224 0.0498132 1.81209 0.946451 2.22056 1.70361C2.64895 2.51059 3.37622 2.70984 3.86439 2.70984C4.40238 2.70984 5.15954 2.50062 5.59789 1.55417C5.9167 0.86675 5.96651 0.0896638 5.96651 -0.697385ZM5.96651 -0.697385M3.86439 2.49066C3.47585 2.49066 2.88806 2.24159 2.70873 1.28518C2.59914 0.687422 2.59914 -0.229141 2.59914 -0.816936C2.59914 -1.45455 2.59914 -2.11208 2.67884 -2.65006C2.86813 -3.83562 3.61533 -3.92528 3.86439 -3.92528C4.19316 -3.92528 4.8507 -3.74595 5.03999 -2.75965C5.13961 -2.20174 5.13961 -1.44458 5.13961 -0.816936C5.13961 -0.0697385 5.13961 0.607721 5.03002 1.24533C4.88058 2.19178 4.31271 2.49066 3.86439 2.49066ZM3.86439 2.49066M6.64397 2.49066M9.29403 0.846824L9.29403 1.71357C9.29403 2.07223 9.27411 2.18182 8.53687 2.18182L8.32766 2.18182L8.32766 2.49066C8.73613 2.46077 9.25418 2.46077 9.67261 2.46077C10.091 2.46077 10.6191 2.46077 11.0275 2.49066L11.0275 2.18182L10.8183 2.18182C10.0811 2.18182 10.0612 2.07223 10.0612 1.71357L10.0612 0.846824L11.0574 0.846824L11.0574 0.537983L10.0612 0.537983L10.0612 -3.99502C10.0612 -4.19427 10.0612 -4.25405 9.90175 -4.25405C9.81209 -4.25405 9.7822 -4.25405 9.7025 -4.1345L6.64397 0.537983L6.64397 0.846824ZM6.64397 0.846824M9.35381 0.537983L6.92292 0.537983L9.35381 -3.17808ZM9.35381 -3.17808\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-174.686399,-83.787738)\">\n",
       "  <path d=\"M-10.9578 2.49066M-6.76355 -0.697385C-6.76355 -1.4944 -6.81337 -2.29141 -7.16206 -3.02864C-7.62034 -3.98506 -8.43728 -4.14446 -8.85571 -4.14446C-9.45347 -4.14446 -10.1807 -3.88543 -10.5892 -2.9589C-10.908 -2.27148 -10.9578 -1.4944 -10.9578 -0.697385C-10.9578 0.0498132 -10.918 0.946451 -10.5095 1.70361C-10.0811 2.51059 -9.35384 2.70984 -8.86567 2.70984C-8.32769 2.70984 -7.57053 2.50062 -7.13217 1.55417C-6.81337 0.86675 -6.76355 0.0896638 -6.76355 -0.697385ZM-6.76355 -0.697385M-8.86567 2.49066C-9.25421 2.49066 -9.84201 2.24159 -10.0213 1.28518C-10.1309 0.687422 -10.1309 -0.229141 -10.1309 -0.816936C-10.1309 -1.45455 -10.1309 -2.11208 -10.0512 -2.65006C-9.86193 -3.83562 -9.11474 -3.92528 -8.86567 -3.92528C-8.5369 -3.92528 -7.87937 -3.74595 -7.69008 -2.75965C-7.59045 -2.20174 -7.59045 -1.44458 -7.59045 -0.816936C-7.59045 -0.0697385 -7.59045 0.607721 -7.70004 1.24533C-7.84948 2.19178 -8.41735 2.49066 -8.86567 2.49066ZM-8.86567 2.49066\" fill=\"black\"/>\n",
       "  <path d=\"M-5.50824 2.49066M-4.4522 1.96264C-4.4522 1.67372 -4.69131 1.43462 -4.98022 1.43462C-5.26914 1.43462 -5.50824 1.67372 -5.50824 1.96264C-5.50824 2.25156 -5.26914 2.49066 -4.98022 2.49066C-4.69131 2.49066 -4.4522 2.25156 -4.4522 1.96264ZM-4.4522 1.96264\" fill=\"black\"/>\n",
       "  <path d=\"M-3.20908 2.49066M0.985191 -0.697385C0.985191 -1.4944 0.935378 -2.29141 0.586685 -3.02864C0.128404 -3.98506 -0.688533 -4.14446 -1.10696 -4.14446C-1.70472 -4.14446 -2.43199 -3.88543 -2.84046 -2.9589C-3.15927 -2.27148 -3.20908 -1.4944 -3.20908 -0.697385C-3.20908 0.0498132 -3.16923 0.946451 -2.76076 1.70361C-2.33237 2.51059 -1.6051 2.70984 -1.11693 2.70984C-0.578943 2.70984 0.178217 2.50062 0.616573 1.55417C0.935378 0.86675 0.985191 0.0896638 0.985191 -0.697385ZM0.985191 -0.697385M-1.11693 2.49066C-1.50547 2.49066 -2.09326 2.24159 -2.27259 1.28518C-2.38218 0.687422 -2.38218 -0.229141 -2.38218 -0.816936C-2.38218 -1.45455 -2.38218 -2.11208 -2.30248 -2.65006C-2.11319 -3.83562 -1.36599 -3.92528 -1.11693 -3.92528C-0.788159 -3.92528 -0.130625 -3.74595 0.0586655 -2.75965C0.158292 -2.20174 0.158292 -1.44458 0.158292 -0.816936C0.158292 -0.0697385 0.158292 0.607721 0.0487029 1.24533C-0.100737 2.19178 -0.668607 2.49066 -1.11693 2.49066ZM-1.11693 2.49066M1.77224 2.49066M5.96651 -0.697385C5.96651 -1.4944 5.9167 -2.29141 5.56801 -3.02864C5.10972 -3.98506 4.29279 -4.14446 3.87436 -4.14446C3.2766 -4.14446 2.54933 -3.88543 2.14086 -2.9589C1.82205 -2.27148 1.77224 -1.4944 1.77224 -0.697385C1.77224 0.0498132 1.81209 0.946451 2.22056 1.70361C2.64895 2.51059 3.37622 2.70984 3.86439 2.70984C4.40238 2.70984 5.15954 2.50062 5.59789 1.55417C5.9167 0.86675 5.96651 0.0896638 5.96651 -0.697385ZM5.96651 -0.697385M3.86439 2.49066C3.47585 2.49066 2.88806 2.24159 2.70873 1.28518C2.59914 0.687422 2.59914 -0.229141 2.59914 -0.816936C2.59914 -1.45455 2.59914 -2.11208 2.67884 -2.65006C2.86813 -3.83562 3.61533 -3.92528 3.86439 -3.92528C4.19316 -3.92528 4.8507 -3.74595 5.03999 -2.75965C5.13961 -2.20174 5.13961 -1.44458 5.13961 -0.816936C5.13961 -0.0697385 5.13961 0.607721 5.03002 1.24533C4.88058 2.19178 4.31271 2.49066 3.86439 2.49066ZM3.86439 2.49066M6.86315 2.49066M10.8382 0.488169C10.8382 -0.697385 10.0213 -1.69365 8.94534 -1.69365C8.46713 -1.69365 8.03874 -1.53425 7.68009 -1.18555L7.68009 -3.12827C7.87934 -3.06849 8.20811 -2.99875 8.52691 -2.99875C9.75231 -2.99875 10.4497 -3.90535 10.4497 -4.03487C10.4497 -4.09465 10.4198 -4.14446 10.3501 -4.14446C10.3401 -4.14446 10.3202 -4.14446 10.2704 -4.11457C10.0711 -4.02491 9.58295 -3.82565 8.91545 -3.82565C8.51695 -3.82565 8.05867 -3.89539 7.59042 -4.10461C7.51072 -4.1345 7.4908 -4.1345 7.47087 -4.1345C7.37124 -4.1345 7.37124 -4.05479 7.37124 -3.89539L7.37124 -0.946451C7.37124 -0.767123 7.37124 -0.687422 7.51072 -0.687422C7.58046 -0.687422 7.60038 -0.71731 7.64023 -0.777086C7.74982 -0.936488 8.11844 -1.47447 8.92542 -1.47447C9.44347 -1.47447 9.69254 -1.01619 9.77224 -0.836862C9.93164 -0.468244 9.95157 -0.0797011 9.95157 0.418431C9.95157 0.767123 9.95157 1.36488 9.71246 1.78331C9.47336 2.17186 9.10474 2.43088 8.64646 2.43088C7.91919 2.43088 7.35132 1.90286 7.18195 1.31507C7.21184 1.32503 7.24173 1.33499 7.35132 1.33499C7.68009 1.33499 7.84945 1.08593 7.84945 0.846824C7.84945 0.607721 7.68009 0.358655 7.35132 0.358655C7.21184 0.358655 6.86315 0.428394 6.86315 0.886675C6.86315 1.74346 7.55057 2.70984 8.66639 2.70984C9.82205 2.70984 10.8382 1.75342 10.8382 0.488169ZM10.8382 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-145.763 37.584L-154.765 -81.374\" stroke=\"black\"/>\n",
       " </g>\n",
       " <path d=\"M-142.493 36.6462L-145.763 37.584\" stroke=\"black\"/>\n",
       " <path d=\"M-129.046 53.6665L-131.062 54.2624\" stroke=\"black\"/>\n",
       " <path d=\"M-112.382 70.7725L-115.636 71.7642\" stroke=\"black\"/>\n",
       " <path d=\"M-97.4225 89.5212L-99.4279 90.1522\" stroke=\"black\"/>\n",
       " <path d=\"M-79.1434 108.443L-82.3783 109.495\" stroke=\"black\"/>\n",
       " <path d=\"M-62.4269 129.2L-64.4195 129.87\" stroke=\"black\"/>\n",
       " <path d=\"M-42.2646 150.241L-45.4767 151.361\" stroke=\"black\"/>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-157.280237,40.887297)\">\n",
       "  <path d=\"M-2.10212 2.49066M2.09215 -0.697385C2.09215 -1.4944 2.04234 -2.29141 1.69365 -3.02864C1.23537 -3.98506 0.418431 -4.14446 4.44089e-16 -4.14446C-0.597758 -4.14446 -1.32503 -3.88543 -1.7335 -2.9589C-2.0523 -2.27148 -2.10212 -1.4944 -2.10212 -0.697385C-2.10212 0.0498132 -2.06227 0.946451 -1.6538 1.70361C-1.2254 2.51059 -0.498132 2.70984 -0.00996264 2.70984C0.52802 2.70984 1.28518 2.50062 1.72354 1.55417C2.04234 0.86675 2.09215 0.0896638 2.09215 -0.697385ZM2.09215 -0.697385M-0.00996264 2.49066C-0.398506 2.49066 -0.986301 2.24159 -1.16563 1.28518C-1.27522 0.687422 -1.27522 -0.229141 -1.27522 -0.816936C-1.27522 -1.45455 -1.27522 -2.11208 -1.19552 -2.65006C-1.00623 -3.83562 -0.259029 -3.92528 -0.00996264 -3.92528C0.318804 -3.92528 0.976339 -3.74595 1.16563 -2.75965C1.26526 -2.20174 1.26526 -1.44458 1.26526 -0.816936C1.26526 -0.0697385 1.26526 0.607721 1.15567 1.24533C1.00623 2.19178 0.438356 2.49066 -0.00996264 2.49066ZM-0.00996264 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-129.423946,75.966627)\">\n",
       "  <path d=\"M-4.09466 2.49066M-2.05232 -3.88543C-2.05232 -4.12453 -2.05232 -4.14446 -2.28146 -4.14446C-2.89914 -3.50685 -3.77586 -3.50685 -4.09466 -3.50685L-4.09466 -3.19801C-3.89541 -3.19801 -3.30761 -3.19801 -2.78955 -3.45704L-2.78955 1.70361C-2.78955 2.06227 -2.81944 2.18182 -3.71608 2.18182L-4.03488 2.18182L-4.03488 2.49066C-3.68619 2.46077 -2.81944 2.46077 -2.42094 2.46077C-2.02243 2.46077 -1.15568 2.46077 -0.806989 2.49066L-0.806989 2.18182L-1.12579 2.18182C-2.02243 2.18182 -2.05232 2.07223 -2.05232 1.70361ZM-2.05232 1.70361M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-96.126090,113.965289)\">\n",
       "  <path d=\"M-4.4832 2.49066M-3.71608 1.72354L-2.66004 0.697385C-1.10587 -0.67746 -0.50811 -1.21544 -0.50811 -2.21171C-0.50811 -3.34745 -1.40475 -4.14446 -2.62019 -4.14446C-3.74597 -4.14446 -4.4832 -3.2279 -4.4832 -2.34122C-4.4832 -1.78331 -3.98507 -1.78331 -3.95518 -1.78331C-3.78582 -1.78331 -3.43713 -1.90286 -3.43713 -2.31133C-3.43713 -2.57036 -3.61645 -2.82939 -3.96515 -2.82939C-4.04485 -2.82939 -4.06477 -2.82939 -4.09466 -2.81943C-3.86552 -3.467 -3.32754 -3.83562 -2.7497 -3.83562C-1.8431 -3.83562 -1.41471 -3.02864 -1.41471 -2.21171C-1.41471 -1.41469 -1.91284 -0.627646 -2.46079 -0.00996264L-4.37361 2.12204C-4.4832 2.23163 -4.4832 2.25156 -4.4832 2.49066L-0.787064 2.49066L-0.50811 0.757161L-0.757176 0.757161C-0.806989 1.05604 -0.876728 1.4944 -0.976354 1.64384C-1.04609 1.72354 -1.70363 1.72354 -1.9228 1.72354ZM-1.9228 1.72354M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-59.170220,156.131936)\">\n",
       "  <path d=\"M-4.5629 2.49066M-2.09217 -1.01619C-1.27523 -1.28518 -0.6974 -1.98257 -0.6974 -2.76961C-0.6974 -3.58655 -1.57411 -4.14446 -2.53053 -4.14446C-3.53675 -4.14446 -4.29391 -3.5467 -4.29391 -2.78954C-4.29391 -2.46077 -4.07474 -2.27148 -3.78582 -2.27148C-3.47698 -2.27148 -3.27772 -2.49066 -3.27772 -2.77958C-3.27772 -3.27771 -3.74597 -3.27771 -3.89541 -3.27771C-3.58657 -3.76588 -2.92903 -3.89539 -2.57038 -3.89539C-2.16191 -3.89539 -1.61396 -3.67621 -1.61396 -2.77958C-1.61396 -2.66002 -1.63389 -2.08219 -1.89292 -1.64384C-2.1918 -1.16563 -2.53053 -1.13574 -2.77959 -1.12578C-2.85929 -1.11582 -3.0984 -1.09589 -3.16813 -1.09589C-3.24784 -1.08593 -3.31757 -1.07597 -3.31757 -0.976339C-3.31757 -0.86675 -3.24784 -0.86675 -3.07847 -0.86675L-2.64011 -0.86675C-1.82318 -0.86675 -1.45456 -0.18929 -1.45456 0.787049C-1.45456 2.14197 -2.14198 2.43088 -2.58034 2.43088C-3.00873 2.43088 -3.75593 2.26152 -4.10462 1.67372C-3.75593 1.72354 -3.44709 1.50436 -3.44709 1.12578C-3.44709 0.767123 -3.71608 0.56787 -4.005 0.56787C-4.2441 0.56787 -4.5629 0.707347 -4.5629 1.1457C-4.5629 2.0523 -3.63638 2.70984 -2.55045 2.70984C-1.33501 2.70984 -0.428409 1.80324 -0.428409 0.787049C-0.428409 -0.0298879 -1.05606 -0.806974 -2.09217 -1.01619ZM-2.09217 -1.01619M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-145.763 37.584L-45.4767 151.361\" stroke=\"black\"/>\n",
       " </g>\n",
       " <path d=\"M-47.726 148.809L-45.4767 151.361\" stroke=\"black\"/>\n",
       " <path d=\"M-28.7433 143.483L-27.3274 145.037\" stroke=\"black\"/>\n",
       " <path d=\"M-11.7915 136.334L-9.46073 138.811\" stroke=\"black\"/>\n",
       " <path d=\"M6.66588 131.174L8.12995 132.682\" stroke=\"black\"/>\n",
       " <path d=\"M23.0455 124.242L25.4509 126.647\" stroke=\"black\"/>\n",
       " <path d=\"M41.0002 119.239L42.5084 120.704\" stroke=\"black\"/>\n",
       " <path d=\"M56.8347 112.515L59.3083 114.85\" stroke=\"black\"/>\n",
       " <path d=\"M74.3079 107.662L75.8564 109.084\" stroke=\"black\"/>\n",
       " <path d=\"M89.6223 101.137L92.1584 103.404\" stroke=\"black\"/>\n",
       " <path d=\"M106.634 96.4271L108.22 97.8077\" stroke=\"black\"/>\n",
       " <path d=\"M121.452 90.0922L124.046 92.2934\" stroke=\"black\"/>\n",
       " <path d=\"M138.022 85.5187L139.641 86.8594\" stroke=\"black\"/>\n",
       " <path d=\"M152.366 79.3658L155.011 81.5039\" stroke=\"black\"/>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-36.815361,161.187158)\">\n",
       "  <path d=\"M-2.10212 2.49066M2.09215 -0.697385C2.09215 -1.4944 2.04234 -2.29141 1.69365 -3.02864C1.23537 -3.98506 0.418431 -4.14446 4.44089e-16 -4.14446C-0.597758 -4.14446 -1.32503 -3.88543 -1.7335 -2.9589C-2.0523 -2.27148 -2.10212 -1.4944 -2.10212 -0.697385C-2.10212 0.0498132 -2.06227 0.946451 -1.6538 1.70361C-1.2254 2.51059 -0.498132 2.70984 -0.00996264 2.70984C0.52802 2.70984 1.28518 2.50062 1.72354 1.55417C2.04234 0.86675 2.09215 0.0896638 2.09215 -0.697385ZM2.09215 -0.697385M-0.00996264 2.49066C-0.398506 2.49066 -0.986301 2.24159 -1.16563 1.28518C-1.27522 0.687422 -1.27522 -0.229141 -1.27522 -0.816936C-1.27522 -1.45455 -1.27522 -2.11208 -1.19552 -2.65006C-1.00623 -3.83562 -0.259029 -3.92528 -0.00996264 -3.92528C0.318804 -3.92528 0.976339 -3.74595 1.16563 -2.75965C1.26526 -2.20174 1.26526 -1.44458 1.26526 -0.816936C1.26526 -0.0697385 1.26526 0.607721 1.15567 1.24533C1.00623 2.19178 0.438356 2.49066 -0.00996264 2.49066ZM-0.00996264 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,-0.503213,148.333019)\">\n",
       "  <path d=\"M-1.99253 2.49066M1.98257 0.488169C1.98257 -0.697385 1.16563 -1.69365 0.0896638 -1.69365C-0.388543 -1.69365 -0.816936 -1.53425 -1.17559 -1.18555L-1.17559 -3.12827C-0.976339 -3.06849 -0.647572 -2.99875 -0.328767 -2.99875C0.896638 -2.99875 1.59402 -3.90535 1.59402 -4.03487C1.59402 -4.09465 1.56413 -4.14446 1.4944 -4.14446C1.48443 -4.14446 1.46451 -4.14446 1.41469 -4.11457C1.21544 -4.02491 0.727273 -3.82565 0.0597758 -3.82565C-0.33873 -3.82565 -0.797011 -3.89539 -1.26526 -4.10461C-1.34496 -4.1345 -1.36488 -4.1345 -1.38481 -4.1345C-1.48443 -4.1345 -1.48443 -4.05479 -1.48443 -3.89539L-1.48443 -0.946451C-1.48443 -0.767123 -1.48443 -0.687422 -1.34496 -0.687422C-1.27522 -0.687422 -1.25529 -0.71731 -1.21544 -0.777086C-1.10585 -0.936488 -0.737235 -1.47447 0.0697385 -1.47447C0.587796 -1.47447 0.836862 -1.01619 0.916563 -0.836862C1.07597 -0.468244 1.09589 -0.0797011 1.09589 0.418431C1.09589 0.767123 1.09589 1.36488 0.856787 1.78331C0.617684 2.17186 0.249066 2.43088 -0.209215 2.43088C-0.936488 2.43088 -1.50436 1.90286 -1.67372 1.31507C-1.64384 1.32503 -1.61395 1.33499 -1.50436 1.33499C-1.17559 1.33499 -1.00623 1.08593 -1.00623 0.846824C-1.00623 0.607721 -1.17559 0.358655 -1.50436 0.358655C-1.64384 0.358655 -1.99253 0.428394 -1.99253 0.886675C-1.99253 1.74346 -1.30511 2.70984 -0.18929 2.70984C0.966376 2.70984 1.98257 1.75342 1.98257 0.488169ZM1.98257 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,35.920188,137.115318)\">\n",
       "  <path d=\"M-4.09466 2.49066M-2.05232 -3.88543C-2.05232 -4.12453 -2.05232 -4.14446 -2.28146 -4.14446C-2.89914 -3.50685 -3.77586 -3.50685 -4.09466 -3.50685L-4.09466 -3.19801C-3.89541 -3.19801 -3.30761 -3.19801 -2.78955 -3.45704L-2.78955 1.70361C-2.78955 2.06227 -2.81944 2.18182 -3.71608 2.18182L-4.03488 2.18182L-4.03488 2.49066C-3.68619 2.46077 -2.81944 2.46077 -2.42094 2.46077C-2.02243 2.46077 -1.15568 2.46077 -0.806989 2.49066L-0.806989 2.18182L-1.12579 2.18182C-2.02243 2.18182 -2.05232 2.07223 -2.05232 1.70361ZM-2.05232 1.70361M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,70.088333,125.025352)\">\n",
       "  <path d=\"M-4.09466 2.49066M-2.05232 -3.88543C-2.05232 -4.12453 -2.05232 -4.14446 -2.28146 -4.14446C-2.89914 -3.50685 -3.77586 -3.50685 -4.09466 -3.50685L-4.09466 -3.19801C-3.89541 -3.19801 -3.30761 -3.19801 -2.78955 -3.45704L-2.78955 1.70361C-2.78955 2.06227 -2.81944 2.18182 -3.71608 2.18182L-4.03488 2.18182L-4.03488 2.49066C-3.68619 2.46077 -2.81944 2.46077 -2.42094 2.46077C-2.02243 2.46077 -1.15568 2.46077 -0.806989 2.49066L-0.806989 2.18182L-1.12579 2.18182C-2.02243 2.18182 -2.05232 2.07223 -2.05232 1.70361ZM-2.05232 1.70361M0.498117 2.49066M4.47321 0.488169C4.47321 -0.697385 3.65627 -1.69365 2.58031 -1.69365C2.1021 -1.69365 1.67371 -1.53425 1.31505 -1.18555L1.31505 -3.12827C1.51431 -3.06849 1.84307 -2.99875 2.16188 -2.99875C3.38728 -2.99875 4.08467 -3.90535 4.08467 -4.03487C4.08467 -4.09465 4.05478 -4.14446 3.98504 -4.14446C3.97508 -4.14446 3.95515 -4.14446 3.90534 -4.11457C3.70609 -4.02491 3.21792 -3.82565 2.55042 -3.82565C2.15192 -3.82565 1.69363 -3.89539 1.22539 -4.10461C1.14569 -4.1345 1.12576 -4.1345 1.10584 -4.1345C1.00621 -4.1345 1.00621 -4.05479 1.00621 -3.89539L1.00621 -0.946451C1.00621 -0.767123 1.00621 -0.687422 1.14569 -0.687422C1.21543 -0.687422 1.23535 -0.71731 1.2752 -0.777086C1.38479 -0.936488 1.75341 -1.47447 2.56038 -1.47447C3.07844 -1.47447 3.32751 -1.01619 3.40721 -0.836862C3.56661 -0.468244 3.58654 -0.0797011 3.58654 0.418431C3.58654 0.767123 3.58654 1.36488 3.34743 1.78331C3.10833 2.17186 2.73971 2.43088 2.28143 2.43088C1.55416 2.43088 0.986286 1.90286 0.816921 1.31507C0.846809 1.32503 0.876697 1.33499 0.986286 1.33499C1.31505 1.33499 1.48442 1.08593 1.48442 0.846824C1.48442 0.607721 1.31505 0.358655 0.986286 0.358655C0.846809 0.358655 0.498117 0.428394 0.498117 0.886675C0.498117 1.74346 1.18554 2.70984 2.30135 2.70984C3.45702 2.70984 4.47321 1.75342 4.47321 0.488169ZM4.47321 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,103.220273,113.291545)\">\n",
       "  <path d=\"M-4.4832 2.49066M-3.71608 1.72354L-2.66004 0.697385C-1.10587 -0.67746 -0.50811 -1.21544 -0.50811 -2.21171C-0.50811 -3.34745 -1.40475 -4.14446 -2.62019 -4.14446C-3.74597 -4.14446 -4.4832 -3.2279 -4.4832 -2.34122C-4.4832 -1.78331 -3.98507 -1.78331 -3.95518 -1.78331C-3.78582 -1.78331 -3.43713 -1.90286 -3.43713 -2.31133C-3.43713 -2.57036 -3.61645 -2.82939 -3.96515 -2.82939C-4.04485 -2.82939 -4.06477 -2.82939 -4.09466 -2.81943C-3.86552 -3.467 -3.32754 -3.83562 -2.7497 -3.83562C-1.8431 -3.83562 -1.41471 -3.02864 -1.41471 -2.21171C-1.41471 -1.41469 -1.91284 -0.627646 -2.46079 -0.00996264L-4.37361 2.12204C-4.4832 2.23163 -4.4832 2.25156 -4.4832 2.49066L-0.787064 2.49066L-0.50811 0.757161L-0.757176 0.757161C-0.806989 1.05604 -0.876728 1.4944 -0.976354 1.64384C-1.04609 1.72354 -1.70363 1.72354 -1.9228 1.72354ZM-1.9228 1.72354M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,135.362821,101.899820)\">\n",
       "  <path d=\"M-4.4832 2.49066M-3.71608 1.72354L-2.66004 0.697385C-1.10587 -0.67746 -0.50811 -1.21544 -0.50811 -2.21171C-0.50811 -3.34745 -1.40475 -4.14446 -2.62019 -4.14446C-3.74597 -4.14446 -4.4832 -3.2279 -4.4832 -2.34122C-4.4832 -1.78331 -3.98507 -1.78331 -3.95518 -1.78331C-3.78582 -1.78331 -3.43713 -1.90286 -3.43713 -2.31133C-3.43713 -2.57036 -3.61645 -2.82939 -3.96515 -2.82939C-4.04485 -2.82939 -4.06477 -2.82939 -4.09466 -2.81943C-3.86552 -3.467 -3.32754 -3.83562 -2.7497 -3.83562C-1.8431 -3.83562 -1.41471 -3.02864 -1.41471 -2.21171C-1.41471 -1.41469 -1.91284 -0.627646 -2.46079 -0.00996264L-4.37361 2.12204C-4.4832 2.23163 -4.4832 2.25156 -4.4832 2.49066L-0.787064 2.49066L-0.50811 0.757161L-0.757176 0.757161C-0.806989 1.05604 -0.876728 1.4944 -0.976354 1.64384C-1.04609 1.72354 -1.70363 1.72354 -1.9228 1.72354ZM-1.9228 1.72354M0.498117 2.49066M4.47321 0.488169C4.47321 -0.697385 3.65627 -1.69365 2.58031 -1.69365C2.1021 -1.69365 1.67371 -1.53425 1.31505 -1.18555L1.31505 -3.12827C1.51431 -3.06849 1.84307 -2.99875 2.16188 -2.99875C3.38728 -2.99875 4.08467 -3.90535 4.08467 -4.03487C4.08467 -4.09465 4.05478 -4.14446 3.98504 -4.14446C3.97508 -4.14446 3.95515 -4.14446 3.90534 -4.11457C3.70609 -4.02491 3.21792 -3.82565 2.55042 -3.82565C2.15192 -3.82565 1.69363 -3.89539 1.22539 -4.10461C1.14569 -4.1345 1.12576 -4.1345 1.10584 -4.1345C1.00621 -4.1345 1.00621 -4.05479 1.00621 -3.89539L1.00621 -0.946451C1.00621 -0.767123 1.00621 -0.687422 1.14569 -0.687422C1.21543 -0.687422 1.23535 -0.71731 1.2752 -0.777086C1.38479 -0.936488 1.75341 -1.47447 2.56038 -1.47447C3.07844 -1.47447 3.32751 -1.01619 3.40721 -0.836862C3.56661 -0.468244 3.58654 -0.0797011 3.58654 0.418431C3.58654 0.767123 3.58654 1.36488 3.34743 1.78331C3.10833 2.17186 2.73971 2.43088 2.28143 2.43088C1.55416 2.43088 0.986286 1.90286 0.816921 1.31507C0.846809 1.32503 0.876697 1.33499 0.986286 1.33499C1.31505 1.33499 1.48442 1.08593 1.48442 0.846824C1.48442 0.607721 1.31505 0.358655 0.986286 0.358655C0.846809 0.358655 0.498117 0.428394 0.498117 0.886675C0.498117 1.74346 1.18554 2.70984 2.30135 2.70984C3.45702 2.70984 4.47321 1.75342 4.47321 0.488169ZM4.47321 0.488169\" fill=\"black\"/>\n",
       " </g>\n",
       " <g transform=\"matrix(1.000000,0.000000,0.000000,1.000000,166.560103,90.836631)\">\n",
       "  <path d=\"M-4.5629 2.49066M-2.09217 -1.01619C-1.27523 -1.28518 -0.6974 -1.98257 -0.6974 -2.76961C-0.6974 -3.58655 -1.57411 -4.14446 -2.53053 -4.14446C-3.53675 -4.14446 -4.29391 -3.5467 -4.29391 -2.78954C-4.29391 -2.46077 -4.07474 -2.27148 -3.78582 -2.27148C-3.47698 -2.27148 -3.27772 -2.49066 -3.27772 -2.77958C-3.27772 -3.27771 -3.74597 -3.27771 -3.89541 -3.27771C-3.58657 -3.76588 -2.92903 -3.89539 -2.57038 -3.89539C-2.16191 -3.89539 -1.61396 -3.67621 -1.61396 -2.77958C-1.61396 -2.66002 -1.63389 -2.08219 -1.89292 -1.64384C-2.1918 -1.16563 -2.53053 -1.13574 -2.77959 -1.12578C-2.85929 -1.11582 -3.0984 -1.09589 -3.16813 -1.09589C-3.24784 -1.08593 -3.31757 -1.07597 -3.31757 -0.976339C-3.31757 -0.86675 -3.24784 -0.86675 -3.07847 -0.86675L-2.64011 -0.86675C-1.82318 -0.86675 -1.45456 -0.18929 -1.45456 0.787049C-1.45456 2.14197 -2.14198 2.43088 -2.58034 2.43088C-3.00873 2.43088 -3.75593 2.26152 -4.10462 1.67372C-3.75593 1.72354 -3.44709 1.50436 -3.44709 1.12578C-3.44709 0.767123 -3.71608 0.56787 -4.005 0.56787C-4.2441 0.56787 -4.5629 0.707347 -4.5629 1.1457C-4.5629 2.0523 -3.63638 2.70984 -2.55045 2.70984C-1.33501 2.70984 -0.428409 1.80324 -0.428409 0.787049C-0.428409 -0.0298879 -1.05606 -0.806974 -2.09217 -1.01619ZM-2.09217 -1.01619M0.388528 2.49066M4.5828 -0.697385C4.5828 -1.4944 4.53299 -2.29141 4.18429 -3.02864C3.72601 -3.98506 2.90908 -4.14446 2.49064 -4.14446C1.89289 -4.14446 1.16561 -3.88543 0.757145 -2.9589C0.438341 -2.27148 0.388528 -1.4944 0.388528 -0.697385C0.388528 0.0498132 0.428378 0.946451 0.836847 1.70361C1.26524 2.51059 1.99251 2.70984 2.48068 2.70984C3.01866 2.70984 3.77583 2.50062 4.21418 1.55417C4.53299 0.86675 4.5828 0.0896638 4.5828 -0.697385ZM4.5828 -0.697385M2.48068 2.49066C2.09214 2.49066 1.50434 2.24159 1.32502 1.28518C1.21543 0.687422 1.21543 -0.229141 1.21543 -0.816936C1.21543 -1.45455 1.21543 -2.11208 1.29513 -2.65006C1.48442 -3.83562 2.23162 -3.92528 2.48068 -3.92528C2.80945 -3.92528 3.46698 -3.74595 3.65627 -2.75965C3.7559 -2.20174 3.7559 -1.44458 3.7559 -0.816936C3.7559 -0.0697385 3.7559 0.607721 3.64631 1.24533C3.49687 2.19178 2.929 2.49066 2.48068 2.49066ZM2.48068 2.49066\" fill=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"square\">\n",
       "  <path d=\"M-45.4767 151.361L155.011 81.5039\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-95.5031 0.708986L-92.3842 4.37794L-89.2766 7.231L-86.2107 8.4829L-83.1665 8.41633L-80.0749 8.5446L-76.8704 10.543L-73.5331 15.1535L-70.0936 21.8699L-66.6219 28.9481L-63.2012 33.8908L-59.8671 35.1851L-56.5645 34.0506L-53.1931 33.6326L-49.6989 36.135L-46.0988 41.4679L-42.4347 48.4068L-38.7401 55.7088L-35.0376 62.239L-31.3332 67.3318L-27.6133 71.3186L-23.8564 75.322L-20.0499 80.4734L-16.1976 87.034L-12.315 93.8535L-8.41186 98.9723L-4.47965 101.251L-0.499105 101.44L3.54066 101.541L7.63488 103.184L11.7728 106.662\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-91.004 -41.5783L-87.8692 -39.4033L-84.7125 -37.4531L-81.5476 -36.1023L-78.373 -35.4055L-75.1678 -34.903L-71.8997 -33.7478L-68.5422 -31.0938L-65.097 -26.7927L-61.6082 -22.0161L-58.1382 -18.8312L-54.7149 -18.5675L-51.302 -20.4348L-47.8266 -21.9184L-44.2367 -20.6372L-40.5303 -15.8124L-36.7405 -8.2202L-32.9067 0.67927L-29.0567 9.48214L-25.2002 17.3672L-21.3311 24.3712L-17.4379 31.1371L-13.5145 38.2303L-9.56322 45.4947L-5.58742 51.917L-1.5823 56.231L2.4669 57.9517L6.57486 57.9502L10.7448 57.8676L14.9695 58.8746L19.2417 61.0945\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-85.333 -61.4802L-82.228 -61.3424L-79.0318 -59.847L-75.7328 -56.538L-72.3852 -52.7002L-69.0598 -50.3389L-65.7763 -50.3026L-62.4873 -51.4471L-59.1292 -51.8376L-55.6889 -50.8925L-52.2061 -49.9184L-48.718 -50.4728L-45.219 -52.7139L-41.668 -55.1254L-38.0189 -55.3737L-34.2548 -51.8361L-30.3973 -44.6038L-26.4824 -34.8763L-22.538 -23.9036L-18.5805 -12.7004L-14.6164 -1.96635L-10.6441 8.01244L-6.65958 17.0057L-2.65722 24.4656L1.37348 29.7367L5.44758 32.5951L9.578 33.7221L13.7667 34.5809L18.0061 36.3019L22.2944 38.6514L26.6438 40.5379\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-77.9696 -39.996L-74.9464 -41.9293L-71.7632 -40.6393L-68.3719 -34.2973L-64.8988 -26.0479L-61.5131 -21.0656L-58.2712 -21.8306L-55.089 -26.3607L-51.8297 -30.1612L-48.4352 -30.725L-44.9548 -29.5442L-41.4509 -29.227L-37.9393 -30.8825L-34.3962 -33.8041L-30.7736 -35.3964L-27.042 -33.0274L-23.223 -26.7152L-19.3509 -17.7902L-15.4445 -6.75322L-11.5205 5.54914L-7.59252 17.5587L-3.66008 28.4609L0.283741 37.8272L4.25065 44.7876L8.25876 48.739L12.3258 50.0108L16.4554 50.2946L20.6263 52.2859L24.8144 57.0628L29.035 62.454L33.3391 65.3828\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-70.1501 -0.59757L-67.2022 -3.95237L-64.0735 -3.24979L-60.6735 5.03319L-57.18 16.0673L-53.807 22.6171L-50.6056 21.858L-47.4755 16.3763L-44.2457 12.6169L-40.848 14.1954L-37.3703 17.947L-33.8859 20.2782L-30.3991 20.3826L-26.8998 18.065L-23.3404 16.1033L-19.6798 18.6452L-15.9522 24.4938L-12.1925 31.0211L-8.39787 39.6242L-4.58017 50.2809L-0.752407 60.1997L3.09075 68.9934L6.95499 77.0782L10.8528 83.1287L14.8032 86.4305L18.8228 87.1453L22.9117 86.7389L27.02 89.2748L31.1002 96.4861L35.1968 104.411L39.3984 108.666\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-18.2537 57.5942L-16.4018 56.7242L-12.7862 60.7319L-9.96324 65.5988\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M7.02287 49.7189L8.95298 48.8278L12.6436 52.7549L15.5015 57.5466\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-33.5195 -10.8453L-30.334 -14.2266L-27.043 -13.5942L-23.6241 -5.46342L-20.1641 5.38868L-16.738 11.8031L-13.3418 10.9843L-9.92373 5.49268L-6.43705 1.70503L-2.88453 3.1967L0.70705 6.83673L4.33438 9.07065L8.00928 9.10105L11.7463 6.73535L15.5383 4.72104L19.344 7.15885L23.1521 12.8648L26.9798 19.2405L30.8015 27.6677L34.6056 38.1246L38.435 47.851L42.3032 56.4636L46.2075 64.3738L50.1878 70.2702L54.2781 73.4457L58.4925 74.0606L62.8011 73.565L67.0701 75.9783L71.2155 83.0143L75.3633 90.7543L79.694 94.8633\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-28.0904 -53.0658L-24.7827 -55.0492L-21.3943 -53.8586L-17.9246 -47.6933L-14.4206 -39.6506L-10.9197 -34.8273L-7.41366 -35.6668L-3.86799 -40.215L-0.261231 -44.0446L3.39967 -44.6879L7.1034 -43.6149L10.8552 -43.3934L14.6686 -45.1146L18.5494 -48.0823L22.4774 -49.7428L26.4121 -47.5071L30.3317 -41.3939L34.2358 -32.7117L38.1189 -21.9526L41.9859 -9.94903L45.8651 1.76573L49.779 12.3896L53.7464 21.5001L57.8031 28.2397L61.9845 32.0141L66.3 33.1478L70.7076 33.3068L75.112 35.1451L79.4588 39.7235L83.8231 44.9044L88.341 47.6587\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-22.2519 -77.3816L-18.854 -77.3425L-15.4051 -75.9732L-11.9089 -72.8272L-8.37887 -69.1643L-4.82197 -66.9509L-1.2304 -67.0188L2.40744 -68.2455L6.09299 -68.7341L9.8204 -67.9152L13.5918 -67.0695L17.4211 -67.7229L21.3193 -70.0299L25.2784 -72.5044L29.2679 -72.8615L33.2503 -69.5131L37.2061 -62.549L41.1378 -53.1433L45.0584 -42.5194L48.985 -31.671L52.9346 -21.2836L56.9185 -11.6377L60.9489 -2.95957L65.0503 4.2134L69.256 9.23817L73.5895 11.8951L78.0413 12.8522L82.5636 13.5442L87.1101 15.0785L91.6867 17.2262L96.3434 18.9174\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-15.9884 -61.0756L-12.5807 -59.0671L-9.14009 -57.2802L-5.66574 -56.0811L-2.15403 -55.5228L1.39881 -55.1561L4.99251 -54.1534L8.62088 -51.6884L12.2758 -47.6164L15.9581 -43.0822L19.6857 -40.1053L23.4832 -39.9843L27.3572 -41.9463L31.2825 -43.5347L35.2172 -42.4255L39.1315 -37.8593L43.0216 -30.5939L46.9052 -22.0545L50.8102 -13.6115L54.7598 -6.06727L58.7591 0.613926L62.7941 7.0597L66.8478 13.8224L70.9245 20.7495L75.0619 26.8509L79.3171 30.889L83.7256 32.3899L88.2674 32.2054L92.8786 31.9388L97.5033 32.7338L102.129 34.7101\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-9.75759 -23.069L-6.39121 -19.6339L-2.99761 -16.9969L0.428041 -15.9238L3.89398 -16.1384L7.40223 -16.165L10.9435 -14.3705L14.5035 -10.0321L18.0732 -3.64333L21.6607 3.09564L25.2957 7.74994L29.0126 8.84411L32.8125 7.56822L36.6529 6.98873L40.486 9.25293L44.2978 14.2724L48.1018 20.8541L51.9214 27.7868L55.787 33.9644L59.7239 38.7374L63.731 42.4288L67.7773 46.133L71.8223 50.9529L75.8491 57.1431L79.8963 63.5824L84.0476 68.3598L88.3671 70.3644L92.8394 70.3268L97.3797 70.2013L101.905 71.5753L106.389 74.733\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-98.8769 24.1365L-95.5031 0.708986L-91.004 -41.5783L-85.333 -61.4802L-77.9696 -39.996L-70.1501 -0.59757L-66.1404 14.7472M-36.576 6.26775L-33.5195 -10.8453L-28.0904 -53.0658L-22.2519 -77.3816L-15.9884 -61.0756L-9.75759 -23.069L-5.52908 -2.63691\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-95.6611 27.2337L-92.3842 4.37794L-87.8692 -39.4033L-82.228 -61.3424L-74.9464 -41.9293L-67.2022 -3.95237L-61.6526 17.4218M-34.6324 9.62612L-30.334 -14.2266L-24.7827 -55.0492L-18.854 -77.3425L-12.5807 -59.0671L-6.39121 -19.6339L-2.34562 0.310927\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-92.5549 30.3998L-89.2766 7.231L-84.7125 -37.4531L-79.0318 -59.847L-71.7632 -40.6393L-64.0735 -3.24979L-57.8267 20.3204M-31.986 12.8206L-27.043 -13.5942L-21.3943 -53.8586L-15.4051 -75.9732L-9.14009 -57.2802L-2.99761 -16.9969L0.995101 3.24829\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-89.7198 33.683L-86.2107 8.4829L-81.5476 -36.1023L-75.7328 -56.538L-68.3719 -34.2973L-60.6735 5.03319L-55.7342 23.76M-27.5875 15.5418L-23.6241 -5.46342L-17.9246 -47.6933L-11.9089 -72.8272L-5.66574 -56.0811L0.428041 -15.9238L4.64256 6.13136\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-87.1103 37.0721L-83.1665 8.41633L-78.373 -35.4055L-72.3852 -52.7002L-64.8988 -26.0479L-57.18 16.0673L-54.1679 27.3956M-22.6198 18.1287L-20.1641 5.38868L-14.4206 -39.6506L-8.37887 -69.1643L-2.15403 -55.5228L3.89398 -16.1384L8.55488 8.97143\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-84.4295 40.4813L-80.0749 8.5446L-75.1678 -34.903L-69.0598 -50.3389L-61.5131 -21.0656L-53.807 22.6171L-51.611 30.7826M-18.5591 21.015L-16.738 11.8031L-10.9197 -34.8273L-4.82197 -66.9509L1.39881 -55.1561L7.40223 -16.165L12.4592 11.8484\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-81.3904 43.8256L-76.8704 10.543L-71.8997 -33.7478L-65.7763 -50.3026L-58.2712 -21.8306L-50.6056 21.858L-47.5226 33.7557M-15.9266 24.3613L-13.3418 10.9843L-7.41366 -35.6668L-1.2304 -67.0188L4.99251 -54.1534L10.9435 -14.3705L16.0928 14.841\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-77.9261 47.0839L-73.5331 15.1535L-68.5422 -31.0938L-62.4873 -51.4471L-55.089 -26.3607L-47.4755 16.3763L-42.5217 36.4923M-14.1227 27.9966L-9.92373 5.49268L-3.86799 -40.215L2.40744 -68.2455L8.62088 -51.6884L14.5035 -10.0321L19.3956 17.9693\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-74.1163 50.2784L-70.0936 21.8699L-65.097 -26.7927L-59.1292 -51.8376L-51.8297 -30.1612L-44.2457 12.6169L-38.0854 39.4328M-11.7082 31.4931L-6.43705 1.70503L-0.261231 -44.0446L6.09299 -68.7341L12.2758 -47.6164L18.0732 -3.64333L22.4419 21.2136\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-70.1809 53.4748L-66.6219 28.9481L-61.6082 -22.0161L-55.6889 -50.8925L-48.4352 -30.725L-40.848 14.1954L-34.8896 42.7857M-8.0188 34.6469L-2.88453 3.1967L3.39967 -44.6879L9.8204 -67.9152L15.9581 -43.0822L21.6607 3.09564L25.4342 24.5146\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-66.5457 56.8026L-63.2012 33.8908L-58.1382 -18.8312L-52.2061 -49.9184L-44.9548 -29.5442L-37.3703 17.947L-31.7936 46.2109M-4.1677 37.7911L0.70705 6.83673L7.1034 -43.6149L13.5918 -67.0695L19.6857 -40.1053L25.2957 7.74994L28.765 27.7538\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-63.5097 60.3562L-59.8671 35.1851L-54.7149 -18.5675L-48.718 -50.4728L-41.4509 -29.227L-33.8859 20.2782L-28.2622 49.5458M-0.676168 41.0851L4.33438 9.07065L10.8552 -43.3934L17.4211 -67.7229L23.4832 -39.9843L29.0126 8.84411L32.7105 30.8454\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-60.8261 64.0636L-56.5645 34.0506L-51.302 -20.4348L-45.219 -52.7139L-37.9393 -30.8825L-30.3991 20.3826L-24.5248 52.8594M2.68047 44.4625L8.00928 9.10105L14.6686 -45.1146L21.3193 -70.0299L27.3572 -41.9463L32.8125 7.56822L37.0433 33.8566\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-57.9148 67.7477L-53.1931 33.6326L-47.8266 -21.9184L-41.668 -55.1254L-34.3962 -33.8041L-26.8998 18.065L-20.3248 56.0716M5.65246 48.0026L11.7463 6.73535L18.5494 -48.0823L25.2784 -72.5044L31.2825 -43.5347L36.6529 6.98873L41.2314 36.9512\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-54.5096 71.3247L-49.6989 36.135L-44.2367 -20.6372L-38.0189 -55.3737L-30.7736 -35.3964L-23.3404 16.1033L-16.4018 56.7242L-15.5029 59.1307M8.08334 51.7573L8.95298 48.8278L15.5383 4.72104L22.4774 -49.7428L29.2679 -72.8615L35.2172 -42.4255L40.486 9.25293L45.0324 40.2066\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-50.7634 74.8406L-46.0988 41.4679L-40.5303 -15.8124L-34.2548 -51.8361L-27.042 -33.0274L-19.6798 18.6452L-12.7862 60.7319L-12.1199 62.6821M11.9917 55.0957L12.6436 52.7549L19.344 7.15885L26.4121 -47.5071L33.2503 -69.5131L39.1315 -37.8593L44.2978 14.2724L48.5881 43.5812\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-46.8462 78.3482L-42.4347 48.4068L-36.7405 -8.2202L-30.3973 -44.6038L-23.223 -26.7152L-15.9522 24.4938L-9.22383 66.4339M16.4465 58.3045L23.1521 12.8648L30.3317 -41.3939L37.2061 -62.549L43.0216 -30.5939L48.1018 20.8541L52.0553 47.0278\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-42.8409 81.8737L-38.7401 55.7088L-32.9067 0.67927L-26.4824 -34.8763L-19.3509 -17.7902L-12.1925 31.0211L-5.54198 69.9844M20.2039 61.7777L26.9798 19.2405L34.2358 -32.7117L41.1378 -53.1433L46.9052 -22.0545L51.9214 27.7868L55.5107 50.5234\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-38.8908 85.4633L-35.0376 62.239L-29.0567 9.48214L-22.538 -23.9036L-15.4445 -6.75322L-8.39787 39.6242L-2.16241 73.6787M24.3291 65.1786L30.8015 27.6677L38.1189 -21.9526L45.0584 -42.5194L50.8102 -13.6115L55.787 33.9644L59.0869 54.0263\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-35.1423 89.1658L-31.3332 67.3318L-25.2002 17.3672L-18.5805 -12.7004L-11.5205 5.54914L-4.58017 50.2809L0.654091 77.6039M29.0768 68.4237L34.6056 38.1246L41.9859 -9.94903L48.985 -31.671L54.7598 -6.06727L59.7239 38.7374L62.9192 57.493\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-31.5666 92.9739L-27.6133 71.3186L-21.3311 24.3712L-14.6164 -1.96635L-7.59252 17.5587L-0.752407 60.1997L3.71526 81.5021M33.6589 71.766L38.435 47.851L45.8651 1.76573L52.9346 -21.2836L58.7591 0.613926L63.731 42.4288L66.9819 60.931\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-27.966 96.8251L-23.8564 75.322L-17.4379 31.1371L-10.6441 8.01244L-3.66008 28.4609L3.09075 68.9934L6.90152 85.4117M38.1939 75.1686L42.3032 56.4636L49.779 12.3896L56.9185 -11.6377L62.7941 7.0597L67.7773 46.133L71.095 64.3989\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-24.0977 100.64L-20.0499 80.4734L-13.5145 38.2303L-6.65958 17.0057L0.283741 37.8272L6.95499 77.0782L9.96554 89.4146M42.9233 78.5533L46.2075 64.3738L53.7464 21.5001L60.9489 -2.95957L66.8478 13.8224L71.8223 50.9529L75.0373 67.9701\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-19.8324 104.376L-16.1976 87.034L-9.56322 45.4947L-2.65722 24.4656L4.25065 44.7876L10.8528 83.1287L13.4262 93.3405M47.3444 82.0865L50.1878 70.2702L57.8031 28.2397L65.0503 4.2134L70.9245 20.7495L75.8491 57.1431L78.6916 71.6854\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-15.3812 108.1L-12.315 93.8535L-5.58742 51.917L1.37348 29.7367L8.25876 48.739L14.8032 86.4305L17.4718 97.1249M51.2767 85.8314L54.2781 73.4457L61.9845 32.0141L69.256 9.23817L75.0619 26.8509L79.8963 63.5824L82.2524 75.4831\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-11.2338 111.979L-8.41186 98.9723L-1.5823 56.231L5.44758 32.5951L12.3258 50.0108L18.8228 87.1453L22.064 100.778M54.7586 89.7797L58.4925 74.0606L66.3 33.1478L73.5895 11.8951L79.3171 30.889L84.0476 68.3598L86.1691 79.2136\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-7.67877 116.112L-4.47965 101.251L2.4669 57.9517L9.578 33.7221L16.4554 50.2946L22.9117 86.7389L27.0683 104.342M57.9206 93.8913L62.8011 73.565L70.7076 33.3068L78.0413 12.8522L83.7256 32.3899L88.3671 70.3644L90.7075 82.7854\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-4.50406 120.432L-0.499105 101.44L6.57486 57.9502L13.7667 34.5809L20.6263 52.2859L27.02 89.2748L31.4706 108.161M61.7503 97.8328L67.0701 75.9783L75.112 35.1451L82.5636 13.5442L88.2674 32.2054L92.8394 70.3268L95.6732 86.2615\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M-1.22745 124.779L3.54066 101.541L10.7448 57.8676L18.0061 36.3019L24.8144 57.0628L31.1002 96.4861L34.7053 112.436M66.7991 101.411L71.2155 83.0143L79.4588 39.7235L87.1101 15.0785L92.8786 31.9388L97.3797 70.2013L100.626 89.7913\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M2.45591 129.047L7.63488 103.184L14.9695 58.8746L22.2944 38.6514L29.035 62.454L35.1968 104.411L37.9338 116.773M71.9377 105.009L75.3633 90.7543L83.8231 44.9044L91.6867 17.2262L97.5033 32.7338L101.905 71.5753L105.289 93.4714\" stroke=\"black\"/>\n",
       " </g>\n",
       " <g stroke-linecap=\"butt\" stroke-dasharray=\"none\">\n",
       "  <path d=\"M6.51608 133.245L11.7728 106.662L19.2417 61.0945L26.6438 40.5379L33.3391 65.3828L39.3984 108.666L42.0313 120.87M76.3192 108.923L79.694 94.8633L88.341 47.6587L96.3434 18.9174L102.129 34.7101L106.389 74.733L109.692 97.2948\" stroke=\"black\"/>\n",
       " </g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#!/usr/bin/env python\n",
    "from pyx import *\n",
    "\n",
    "g = graph.graphxyz(size=4, z=graph.axis.lin(min=0.001))\n",
    "g.plot(graph.data.file(\"grid.dat\", x=1, y=2, z=3), [graph.style.grid()])\n",
    "g"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The grid as its created by PyX internally can also be stroked by means of the\n",
    "grid style. In this example the minimal value of the z axis was changed too. As\n",
    "lines are cut at graph boundaries properly, this results in a cutted grid. \n",
    "\n",
    "<img src=\"http://pyx.sourceforge.net/bend.png\" align=\"left\"> The surface style does not support cuts at the graph boundary. It'll always\n",
    "skip rectangles partially (or fully) outside of the graph.\n"
   ]
  }
 ],
 "metadata": {
  "language": "python"
 },
 "nbformat": 4,
 "nbformat_minor": 2
}