practical_A_installation_and_basics.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id = \"top\">\n",
    "    \n",
    "# [MATH2504 Programming of Simulation, Analysis, and Learning Systems at The University of Queensland](https://courses.smp.uq.edu.au/MATH2504/)\n",
    "\n",
    "## Semester 2, 2024\n",
    "\n",
    "# Practical A: Installation and Basics\n",
    "\n",
    "The purpuse of this practical is to make sure that students can run Julia code on their laptop via the REPL and Jupyter. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Installation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ideally students attend the practical with Julia installed, together with Jupyter (IJulia). In cases where not, the students should use the practical time to install Julia. Help from the tutors will be provided."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Start with using the REPL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. Run the Julia REPL. \n",
    "1. In the REPL enter this little three line code snippet:\n",
    "```\n",
    "for i in 1:5\n",
    "    println(\"Hello $i\")\n",
    "end\n",
    "```\n",
    "1. Now enter it again, changing `$i` to `$(i % 3)`. Explain why you get this output. Note that you can use the up arrow to change the command prompt back to the previous command so you don't have to enter the whole thing again.\n",
    "1. Now open a text editor of your choice and create a file `hello.jl` that has the three line loop for step 2 above.\n",
    "1. After you save the file, in the REPL, execute `include(\"hello.jl\")`. Make sure you are in the correct directory by using the Julia functions `pwd()`, `readdir()`, and `cd()`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "6. Now hit `;` to enter shell mode.\n",
    "1. While it isn't a standard thing to do, you may even run Julia within Julia from this shell mode. For this you'll need to have Julia in your command line path (see [install instructions](https://julialang.org/downloads/platform/)). Assuming the `julia` command is in your path, type `julia -h` to see the options for the `julia` command.\n",
    "1. One option is `-E`. Use it to compute to compute $cos(\\pi/4)$:\n",
    "```\n",
    "julia -E cos(pi/4)\n",
    "```\n",
    "1. Another option is `-L`. Use it to run `hello.jl`. As you see this ran the file but then left you in the REPL (which is running in the shell within the REPL). So use `exit()` to leave this REPL. \n",
    "1. Now add `exit()` to the end of `hello.jl`, and repeat the step above to see that `julia -L hello.jl` executes the program returns to the shell.\n",
    "1. Hit backspace to leave the shell mode."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "12. Hit `?` and the prompt will change to help mode. Now input `factorial` and enter. Note that you can hit TAB as you are typing and you'll see auto-complete options. If there are ambigutities then you need to hit TAB twice to see all options.\n",
    "1. Next hit `]` to enter the package manager.\n",
    "1. Type `help` and hit enter and you'll see the package manageer commands.\n",
    "1. Type `status` and enter to see your installed packages.\n",
    "1. Type `add SpecialFunctions` to install the `SpecialFunctions.jl` package. \n",
    "1. After `SpecialFunctions.jl` finishes installing, hit backspace to leave the package manager. \n",
    "1. Back with the `julia>` prompt in the REPL type `using SpecialFunctions`.\n",
    "1. Now you can use functions such as `gamma`. Type `gamma(1/2)`.\n",
    "1. This should evaluate to $\\sqrt{\\pi}$. So check that $\\sqrt{\\pi}$ has a similar value by typing `\\sqrt` + [TAB] and then `\\pi` + [TAB]. Then hit enter."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using Jupyter"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In Jupyter work on this document and do the actions mentioned in each of the cells below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. Delete this cell. Do it either using the menues, or using dd. After you deleted it undo the operation by hitting z."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2. This cell is a code cell but change it to a markdown cell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You did it!\n"
     ]
    }
   ],
   "source": [
    "###### 3. This cell is a markdown cell but change it to a code cell then run the code\n",
    "\n",
    "println(\"You did it!\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "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=\"clip860\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip860)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip861\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip860)\" d=\"M193.936 1486.45 L2352.76 1486.45 L2352.76 47.2441 L193.936 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip862\">\n",
       "    <rect x=\"193\" y=\"47\" width=\"2160\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"298.113,1486.45 298.113,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"623.571,1486.45 623.571,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"949.029,1486.45 949.029,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1274.49,1486.45 1274.49,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1599.95,1486.45 1599.95,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1925.4,1486.45 1925.4,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2250.86,1486.45 2250.86,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1415.1 2352.76,1415.1 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1089.65 2352.76,1089.65 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,764.188 2352.76,764.188 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,438.73 2352.76,438.73 \"/>\n",
       "<polyline clip-path=\"url(#clip862)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,113.272 2352.76,113.272 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 2352.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"298.113,1486.45 298.113,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"623.571,1486.45 623.571,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"949.029,1486.45 949.029,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1274.49,1486.45 1274.49,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1599.95,1486.45 1599.95,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1925.4,1486.45 1925.4,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2250.86,1486.45 2250.86,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip860)\" d=\"M245.138 1532.02 L274.814 1532.02 L274.814 1535.95 L245.138 1535.95 L245.138 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M285.717 1544.91 L293.356 1544.91 L293.356 1518.55 L285.046 1520.21 L285.046 1515.95 L293.309 1514.29 L297.985 1514.29 L297.985 1544.91 L305.624 1544.91 L305.624 1548.85 L285.717 1548.85 L285.717 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M315.069 1542.97 L319.953 1542.97 L319.953 1548.85 L315.069 1548.85 L315.069 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M330.184 1514.29 L348.541 1514.29 L348.541 1518.22 L334.467 1518.22 L334.467 1526.7 Q335.485 1526.35 336.504 1526.19 Q337.522 1526 338.541 1526 Q344.328 1526 347.707 1529.17 Q351.087 1532.34 351.087 1537.76 Q351.087 1543.34 347.615 1546.44 Q344.142 1549.52 337.823 1549.52 Q335.647 1549.52 333.379 1549.15 Q331.133 1548.78 328.726 1548.04 L328.726 1543.34 Q330.809 1544.47 333.031 1545.03 Q335.254 1545.58 337.73 1545.58 Q341.735 1545.58 344.073 1543.48 Q346.411 1541.37 346.411 1537.76 Q346.411 1534.15 344.073 1532.04 Q341.735 1529.94 337.73 1529.94 Q335.855 1529.94 333.981 1530.35 Q332.129 1530.77 330.184 1531.65 L330.184 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M570.099 1532.02 L599.775 1532.02 L599.775 1535.95 L570.099 1535.95 L570.099 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M610.677 1544.91 L618.316 1544.91 L618.316 1518.55 L610.006 1520.21 L610.006 1515.95 L618.27 1514.29 L622.946 1514.29 L622.946 1544.91 L630.585 1544.91 L630.585 1548.85 L610.677 1548.85 L610.677 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M640.029 1542.97 L644.913 1542.97 L644.913 1548.85 L640.029 1548.85 L640.029 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M665.098 1517.37 Q661.487 1517.37 659.659 1520.93 Q657.853 1524.47 657.853 1531.6 Q657.853 1538.71 659.659 1542.27 Q661.487 1545.82 665.098 1545.82 Q668.733 1545.82 670.538 1542.27 Q672.367 1538.71 672.367 1531.6 Q672.367 1524.47 670.538 1520.93 Q668.733 1517.37 665.098 1517.37 M665.098 1513.66 Q670.909 1513.66 673.964 1518.27 Q677.043 1522.85 677.043 1531.6 Q677.043 1540.33 673.964 1544.94 Q670.909 1549.52 665.098 1549.52 Q659.288 1549.52 656.21 1544.94 Q653.154 1540.33 653.154 1531.6 Q653.154 1522.85 656.21 1518.27 Q659.288 1513.66 665.098 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M896.055 1532.02 L925.73 1532.02 L925.73 1535.95 L896.055 1535.95 L896.055 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M945.823 1517.37 Q942.212 1517.37 940.383 1520.93 Q938.578 1524.47 938.578 1531.6 Q938.578 1538.71 940.383 1542.27 Q942.212 1545.82 945.823 1545.82 Q949.457 1545.82 951.263 1542.27 Q953.091 1538.71 953.091 1531.6 Q953.091 1524.47 951.263 1520.93 Q949.457 1517.37 945.823 1517.37 M945.823 1513.66 Q951.633 1513.66 954.689 1518.27 Q957.767 1522.85 957.767 1531.6 Q957.767 1540.33 954.689 1544.94 Q951.633 1549.52 945.823 1549.52 Q940.013 1549.52 936.934 1544.94 Q933.879 1540.33 933.879 1531.6 Q933.879 1522.85 936.934 1518.27 Q940.013 1513.66 945.823 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M965.985 1542.97 L970.869 1542.97 L970.869 1548.85 L965.985 1548.85 L965.985 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M981.101 1514.29 L999.457 1514.29 L999.457 1518.22 L985.383 1518.22 L985.383 1526.7 Q986.401 1526.35 987.42 1526.19 Q988.438 1526 989.457 1526 Q995.244 1526 998.624 1529.17 Q1002 1532.34 1002 1537.76 Q1002 1543.34 998.531 1546.44 Q995.059 1549.52 988.739 1549.52 Q986.563 1549.52 984.295 1549.15 Q982.05 1548.78 979.642 1548.04 L979.642 1543.34 Q981.726 1544.47 983.948 1545.03 Q986.17 1545.58 988.647 1545.58 Q992.651 1545.58 994.989 1543.48 Q997.327 1541.37 997.327 1537.76 Q997.327 1534.15 994.989 1532.04 Q992.651 1529.94 988.647 1529.94 Q986.772 1529.94 984.897 1530.35 Q983.045 1530.77 981.101 1531.65 L981.101 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1251.87 1517.37 Q1248.26 1517.37 1246.43 1520.93 Q1244.63 1524.47 1244.63 1531.6 Q1244.63 1538.71 1246.43 1542.27 Q1248.26 1545.82 1251.87 1545.82 Q1255.51 1545.82 1257.31 1542.27 Q1259.14 1538.71 1259.14 1531.6 Q1259.14 1524.47 1257.31 1520.93 Q1255.51 1517.37 1251.87 1517.37 M1251.87 1513.66 Q1257.68 1513.66 1260.74 1518.27 Q1263.82 1522.85 1263.82 1531.6 Q1263.82 1540.33 1260.74 1544.94 Q1257.68 1549.52 1251.87 1549.52 Q1246.06 1549.52 1242.98 1544.94 Q1239.93 1540.33 1239.93 1531.6 Q1239.93 1522.85 1242.98 1518.27 Q1246.06 1513.66 1251.87 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1272.03 1542.97 L1276.92 1542.97 L1276.92 1548.85 L1272.03 1548.85 L1272.03 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1297.1 1517.37 Q1293.49 1517.37 1291.66 1520.93 Q1289.86 1524.47 1289.86 1531.6 Q1289.86 1538.71 1291.66 1542.27 Q1293.49 1545.82 1297.1 1545.82 Q1300.74 1545.82 1302.54 1542.27 Q1304.37 1538.71 1304.37 1531.6 Q1304.37 1524.47 1302.54 1520.93 Q1300.74 1517.37 1297.1 1517.37 M1297.1 1513.66 Q1302.91 1513.66 1305.97 1518.27 Q1309.05 1522.85 1309.05 1531.6 Q1309.05 1540.33 1305.97 1544.94 Q1302.91 1549.52 1297.1 1549.52 Q1291.29 1549.52 1288.21 1544.94 Q1285.16 1540.33 1285.16 1531.6 Q1285.16 1522.85 1288.21 1518.27 Q1291.29 1513.66 1297.1 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1577.83 1517.37 Q1574.22 1517.37 1572.39 1520.93 Q1570.58 1524.47 1570.58 1531.6 Q1570.58 1538.71 1572.39 1542.27 Q1574.22 1545.82 1577.83 1545.82 Q1581.46 1545.82 1583.27 1542.27 Q1585.1 1538.71 1585.1 1531.6 Q1585.1 1524.47 1583.27 1520.93 Q1581.46 1517.37 1577.83 1517.37 M1577.83 1513.66 Q1583.64 1513.66 1586.69 1518.27 Q1589.77 1522.85 1589.77 1531.6 Q1589.77 1540.33 1586.69 1544.94 Q1583.64 1549.52 1577.83 1549.52 Q1572.02 1549.52 1568.94 1544.94 Q1565.88 1540.33 1565.88 1531.6 Q1565.88 1522.85 1568.94 1518.27 Q1572.02 1513.66 1577.83 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1597.99 1542.97 L1602.87 1542.97 L1602.87 1548.85 L1597.99 1548.85 L1597.99 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1613.1 1514.29 L1631.46 1514.29 L1631.46 1518.22 L1617.39 1518.22 L1617.39 1526.7 Q1618.41 1526.35 1619.42 1526.19 Q1620.44 1526 1621.46 1526 Q1627.25 1526 1630.63 1529.17 Q1634.01 1532.34 1634.01 1537.76 Q1634.01 1543.34 1630.54 1546.44 Q1627.06 1549.52 1620.74 1549.52 Q1618.57 1549.52 1616.3 1549.15 Q1614.05 1548.78 1611.65 1548.04 L1611.65 1543.34 Q1613.73 1544.47 1615.95 1545.03 Q1618.17 1545.58 1620.65 1545.58 Q1624.66 1545.58 1626.99 1543.48 Q1629.33 1541.37 1629.33 1537.76 Q1629.33 1534.15 1626.99 1532.04 Q1624.66 1529.94 1620.65 1529.94 Q1618.78 1529.94 1616.9 1530.35 Q1615.05 1530.77 1613.1 1531.65 L1613.1 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1892.56 1544.91 L1900.2 1544.91 L1900.2 1518.55 L1891.89 1520.21 L1891.89 1515.95 L1900.15 1514.29 L1904.82 1514.29 L1904.82 1544.91 L1912.46 1544.91 L1912.46 1548.85 L1892.56 1548.85 L1892.56 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1921.91 1542.97 L1926.79 1542.97 L1926.79 1548.85 L1921.91 1548.85 L1921.91 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M1946.98 1517.37 Q1943.37 1517.37 1941.54 1520.93 Q1939.73 1524.47 1939.73 1531.6 Q1939.73 1538.71 1941.54 1542.27 Q1943.37 1545.82 1946.98 1545.82 Q1950.61 1545.82 1952.42 1542.27 Q1954.25 1538.71 1954.25 1531.6 Q1954.25 1524.47 1952.42 1520.93 Q1950.61 1517.37 1946.98 1517.37 M1946.98 1513.66 Q1952.79 1513.66 1955.84 1518.27 Q1958.92 1522.85 1958.92 1531.6 Q1958.92 1540.33 1955.84 1544.94 Q1952.79 1549.52 1946.98 1549.52 Q1941.17 1549.52 1938.09 1544.94 Q1935.03 1540.33 1935.03 1531.6 Q1935.03 1522.85 1938.09 1518.27 Q1941.17 1513.66 1946.98 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M2218.51 1544.91 L2226.15 1544.91 L2226.15 1518.55 L2217.84 1520.21 L2217.84 1515.95 L2226.1 1514.29 L2230.78 1514.29 L2230.78 1544.91 L2238.42 1544.91 L2238.42 1548.85 L2218.51 1548.85 L2218.51 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M2247.86 1542.97 L2252.75 1542.97 L2252.75 1548.85 L2247.86 1548.85 L2247.86 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M2262.98 1514.29 L2281.34 1514.29 L2281.34 1518.22 L2267.26 1518.22 L2267.26 1526.7 Q2268.28 1526.35 2269.3 1526.19 Q2270.32 1526 2271.34 1526 Q2277.12 1526 2280.5 1529.17 Q2283.88 1532.34 2283.88 1537.76 Q2283.88 1543.34 2280.41 1546.44 Q2276.94 1549.52 2270.62 1549.52 Q2268.44 1549.52 2266.17 1549.15 Q2263.93 1548.78 2261.52 1548.04 L2261.52 1543.34 Q2263.6 1544.47 2265.83 1545.03 Q2268.05 1545.58 2270.53 1545.58 Q2274.53 1545.58 2276.87 1543.48 Q2279.21 1541.37 2279.21 1537.76 Q2279.21 1534.15 2276.87 1532.04 Q2274.53 1529.94 2270.53 1529.94 Q2268.65 1529.94 2266.78 1530.35 Q2264.92 1530.77 2262.98 1531.65 L2262.98 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 193.936,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1415.1 212.834,1415.1 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1089.65 212.834,1089.65 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,764.188 212.834,764.188 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,438.73 212.834,438.73 \"/>\n",
       "<polyline clip-path=\"url(#clip860)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,113.272 212.834,113.272 \"/>\n",
       "<path clip-path=\"url(#clip860)\" d=\"M50.9921 1415.56 L80.6679 1415.56 L80.6679 1419.49 L50.9921 1419.49 L50.9921 1415.56 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M91.5706 1428.45 L99.2095 1428.45 L99.2095 1402.08 L90.8993 1403.75 L90.8993 1399.49 L99.1632 1397.82 L103.839 1397.82 L103.839 1428.45 L111.478 1428.45 L111.478 1432.38 L91.5706 1432.38 L91.5706 1428.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M120.922 1426.5 L125.807 1426.5 L125.807 1432.38 L120.922 1432.38 L120.922 1426.5 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M145.992 1400.9 Q142.381 1400.9 140.552 1404.47 Q138.746 1408.01 138.746 1415.14 Q138.746 1422.25 140.552 1425.81 Q142.381 1429.35 145.992 1429.35 Q149.626 1429.35 151.431 1425.81 Q153.26 1422.25 153.26 1415.14 Q153.26 1408.01 151.431 1404.47 Q149.626 1400.9 145.992 1400.9 M145.992 1397.2 Q151.802 1397.2 154.857 1401.81 Q157.936 1406.39 157.936 1415.14 Q157.936 1423.87 154.857 1428.47 Q151.802 1433.06 145.992 1433.06 Q140.181 1433.06 137.103 1428.47 Q134.047 1423.87 134.047 1415.14 Q134.047 1406.39 137.103 1401.81 Q140.181 1397.2 145.992 1397.2 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M51.9875 1090.1 L81.6633 1090.1 L81.6633 1094.03 L51.9875 1094.03 L51.9875 1090.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M101.756 1075.44 Q98.1447 1075.44 96.316 1079.01 Q94.5104 1082.55 94.5104 1089.68 Q94.5104 1096.79 96.316 1100.35 Q98.1447 1103.89 101.756 1103.89 Q105.39 1103.89 107.196 1100.35 Q109.024 1096.79 109.024 1089.68 Q109.024 1082.55 107.196 1079.01 Q105.39 1075.44 101.756 1075.44 M101.756 1071.74 Q107.566 1071.74 110.621 1076.35 Q113.7 1080.93 113.7 1089.68 Q113.7 1098.41 110.621 1103.01 Q107.566 1107.6 101.756 1107.6 Q95.9456 1107.6 92.8669 1103.01 Q89.8114 1098.41 89.8114 1089.68 Q89.8114 1080.93 92.8669 1076.35 Q95.9456 1071.74 101.756 1071.74 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M121.918 1101.05 L126.802 1101.05 L126.802 1106.93 L121.918 1106.93 L121.918 1101.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M137.033 1072.37 L155.39 1072.37 L155.39 1076.3 L141.316 1076.3 L141.316 1084.77 Q142.334 1084.43 143.353 1084.26 Q144.371 1084.08 145.39 1084.08 Q151.177 1084.08 154.556 1087.25 Q157.936 1090.42 157.936 1095.84 Q157.936 1101.42 154.464 1104.52 Q150.992 1107.6 144.672 1107.6 Q142.496 1107.6 140.228 1107.23 Q137.982 1106.86 135.575 1106.12 L135.575 1101.42 Q137.658 1102.55 139.881 1103.11 Q142.103 1103.66 144.58 1103.66 Q148.584 1103.66 150.922 1101.56 Q153.26 1099.45 153.26 1095.84 Q153.26 1092.23 150.922 1090.12 Q148.584 1088.01 144.58 1088.01 Q142.705 1088.01 140.83 1088.43 Q138.978 1088.85 137.033 1089.73 L137.033 1072.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M100.76 749.987 Q97.1493 749.987 95.3206 753.552 Q93.515 757.093 93.515 764.223 Q93.515 771.329 95.3206 774.894 Q97.1493 778.436 100.76 778.436 Q104.395 778.436 106.2 774.894 Q108.029 771.329 108.029 764.223 Q108.029 757.093 106.2 753.552 Q104.395 749.987 100.76 749.987 M100.76 746.283 Q106.571 746.283 109.626 750.89 Q112.705 755.473 112.705 764.223 Q112.705 772.95 109.626 777.556 Q106.571 782.139 100.76 782.139 Q94.9502 782.139 91.8715 777.556 Q88.816 772.95 88.816 764.223 Q88.816 755.473 91.8715 750.89 Q94.9502 746.283 100.76 746.283 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M120.922 775.588 L125.807 775.588 L125.807 781.468 L120.922 781.468 L120.922 775.588 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M145.992 749.987 Q142.381 749.987 140.552 753.552 Q138.746 757.093 138.746 764.223 Q138.746 771.329 140.552 774.894 Q142.381 778.436 145.992 778.436 Q149.626 778.436 151.431 774.894 Q153.26 771.329 153.26 764.223 Q153.26 757.093 151.431 753.552 Q149.626 749.987 145.992 749.987 M145.992 746.283 Q151.802 746.283 154.857 750.89 Q157.936 755.473 157.936 764.223 Q157.936 772.95 154.857 777.556 Q151.802 782.139 145.992 782.139 Q140.181 782.139 137.103 777.556 Q134.047 772.95 134.047 764.223 Q134.047 755.473 137.103 750.89 Q140.181 746.283 145.992 746.283 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M101.756 424.529 Q98.1447 424.529 96.316 428.093 Q94.5104 431.635 94.5104 438.765 Q94.5104 445.871 96.316 449.436 Q98.1447 452.978 101.756 452.978 Q105.39 452.978 107.196 449.436 Q109.024 445.871 109.024 438.765 Q109.024 431.635 107.196 428.093 Q105.39 424.529 101.756 424.529 M101.756 420.825 Q107.566 420.825 110.621 425.431 Q113.7 430.015 113.7 438.765 Q113.7 447.491 110.621 452.098 Q107.566 456.681 101.756 456.681 Q95.9456 456.681 92.8669 452.098 Q89.8114 447.491 89.8114 438.765 Q89.8114 430.015 92.8669 425.431 Q95.9456 420.825 101.756 420.825 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M121.918 450.13 L126.802 450.13 L126.802 456.01 L121.918 456.01 L121.918 450.13 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M137.033 421.45 L155.39 421.45 L155.39 425.385 L141.316 425.385 L141.316 433.857 Q142.334 433.51 143.353 433.348 Q144.371 433.163 145.39 433.163 Q151.177 433.163 154.556 436.334 Q157.936 439.505 157.936 444.922 Q157.936 450.501 154.464 453.603 Q150.992 456.681 144.672 456.681 Q142.496 456.681 140.228 456.311 Q137.982 455.94 135.575 455.2 L135.575 450.501 Q137.658 451.635 139.881 452.19 Q142.103 452.746 144.58 452.746 Q148.584 452.746 150.922 450.64 Q153.26 448.533 153.26 444.922 Q153.26 441.311 150.922 439.204 Q148.584 437.098 144.58 437.098 Q142.705 437.098 140.83 437.515 Q138.978 437.931 137.033 438.811 L137.033 421.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M91.5706 126.617 L99.2095 126.617 L99.2095 100.251 L90.8993 101.918 L90.8993 97.6584 L99.1632 95.9917 L103.839 95.9917 L103.839 126.617 L111.478 126.617 L111.478 130.552 L91.5706 130.552 L91.5706 126.617 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M120.922 124.672 L125.807 124.672 L125.807 130.552 L120.922 130.552 L120.922 124.672 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip860)\" d=\"M145.992 99.0704 Q142.381 99.0704 140.552 102.635 Q138.746 106.177 138.746 113.306 Q138.746 120.413 140.552 123.978 Q142.381 127.519 145.992 127.519 Q149.626 127.519 151.431 123.978 Q153.26 120.413 153.26 113.306 Q153.26 106.177 151.431 102.635 Q149.626 99.0704 145.992 99.0704 M145.992 95.3667 Q151.802 95.3667 154.857 99.9732 Q157.936 104.557 157.936 113.306 Q157.936 122.033 154.857 126.64 Q151.802 131.223 145.992 131.223 Q140.181 131.223 137.103 126.64 Q134.047 122.033 134.047 113.306 Q134.047 104.557 137.103 99.9732 Q140.181 95.3667 145.992 95.3667 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip862)\" style=\"stroke:#009af9; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1893.07,753.045 1910.31,752.665 1946.68,756.502 1906.45,740.497 1925.8,763.253 1920.32,772.606 1914.86,766.248 1940.58,772.258 1902.54,751.733 1932.3,745.86 1947.31,761.128 1903.03,754.922 1922.06,725.775 1907.13,730.299 1894.52,717.463 1932.66,693.827 1911.83,702.596 1943.31,718.683 1944.06,687.816 1900.44,709.814 1939.97,703.175 1935.94,699.406 1949.76,710.331 1935.52,701.85 1944.8,707.486 1937.25,686.96 1899.5,682.593 1913.35,664.443 1922.43,649.531 1890.73,672.388 1891.61,680.024 1916.95,647.344 1904.63,690.228 1888.05,674.123 1920.97,669.18 1884.13,665.514 1926.3,676.526 1903.62,626.102 1924.24,627.416 1898.37,634.115 1895.62,648.923 1881.8,616.809 1894.27,621.092 1902.45,632.05 1883.97,593.68 1920.5,587.229 1910.54,611.955 1931.9,601.158 1898.49,621.407 1877.85,578.077 1916.61,591.367 1880.48,621.836 1928.22,587.293 1894.87,574.845 1891.5,559.395 1868.48,569.431 1885.75,587.381 1929.93,587.774 1904.08,554.165 1884.45,560.586 1901.94,581.786 1927.58,543.168 1891.87,586.687 1891.06,580.771 1912.34,545.96 1863.14,576.316 1903.24,528.249 1919.21,551.483 1862.74,573.635 1917.19,535.636 1855.32,518.388 1861.26,531.276 1855.89,508.324 1854.9,519.655 1882.58,527.729 1880.41,522.17 1868.94,547.661 1850.55,498.903 1875.32,505.753 1897.11,512.588 1894.08,492.674 1883.32,488.3 1868.98,533.191 1878,525.915 1877.63,490.337 1870.4,518.576 1851.75,496.173 1895.06,515.482 1841.25,493.193 1837.51,477.313 1861.94,513.117 1832.62,503.312 1862.87,447.114 1888.46,485.362 1835.54,470.036 1849.7,447.509 1850.44,480.044 1882.75,482.745 1856.16,484.33 1859.1,462.867 1848.67,423.14 1821.36,431.088 1823.75,431.878 1844.08,468.282 1867.64,461.77 1806,455.839 1819.5,456.987 1841.48,422.543 1831.32,455.064 1850.26,398.141 1811.3,437.086 1795.53,437.74 1810.99,388.692 1801.29,383.251 1833.94,395.835 1825.66,406.634 1822.17,402.411 1800.55,375.075 1824.9,371.571 1844.41,372.922 1812.77,418.597 1802.82,409.858 1798.58,378.364 1790.57,412.066 1778.98,367.807 1769.94,351.105 1821.84,408.446 1784.71,387.749 1774.11,351.923 1764.9,347.694 1798.02,372.293 1813.71,373.085 1763.59,373.543 1785.98,350.361 1781.38,339.473 1808.25,351.037 1761.41,346.777 1770.6,383.823 1770.16,354.532 1783.26,360.845 1799.43,329.711 1748.72,330.245 1740.94,326.065 1767.5,369.773 1790.95,353.285 1746.79,349.076 1776.79,333.977 1731.81,347.364 1748.85,320.808 1778.73,352.237 1718.74,305.793 1728.33,285.836 1717.55,314.059 1745.22,342.871 1770.86,305.577 1737.88,339.457 1740.23,302.266 1709.06,286.157 1746.73,292.657 1756.51,304.676 1695.93,308.302 1713.26,266.13 1723.93,321.286 1747.52,276.911 1709.68,283.181 1730.94,282.334 1744.75,303.722 1702.27,274.248 1724.58,251.395 1736.53,254.584 1677.91,289.282 1702.54,251.491 1723.07,240.408 1689.98,295.486 1692.59,258.711 1715.12,248.388 1697.45,272.977 1687.76,279.938 1698.71,239.625 1693.94,242.275 1707.04,244.218 1655.5,248.134 1678.97,224.967 1643.06,259.738 1694.19,254.858 1650.19,224.141 1665.52,214.509 1660.38,242.688 1639.56,264.184 1681.64,205.58 1659.46,232.15 1622.66,226.093 1640.84,209.537 1659.53,238.815 1630.62,235.411 1670.83,227.105 1637.1,197.346 1623.92,250.052 1640.77,238.933 1652.73,213.364 1630.91,236.499 1631.51,226.815 1632.26,198.938 1588.81,190.609 1626.86,205.997 1592.28,222.277 1580.39,237.948 1614.73,175.545 1605.31,184.727 1618.41,213.642 1611.26,216.381 1568.12,182.225 1567.98,185.315 1617.99,215.962 1575.31,161.029 1593.71,219.595 1558.57,167.89 1566.13,162.523 1571.14,196.354 1582.83,172.949 1598.75,203.919 1552.5,191.992 1581.48,178.591 1590.54,190 1570.71,175.272 1549.51,184.618 1580.05,171.88 1522.95,170.461 1547.11,147.101 1561.04,200.585 1552.09,162.878 1535.64,195.715 1506.09,156.057 1518.63,178.071 1529.07,159.451 1537.69,182.233 1554.02,177.38 1514.98,168.634 1522.08,178.304 1536.76,168.294 1496.52,161.37 1497.71,176.857 1522.96,145.463 1489.38,152.723 1505.72,126.697 1501.24,149.057 1469.46,129.289 1505.12,143.52 1515.4,140.95 1461.98,131.579 1482.16,153.61 1467.38,119.238 1482.01,167.126 1467.17,164.667 1445.2,118.857 1447.31,150.072 1438.89,162.702 1471.41,161.242 1472.03,127.989 1423.34,125.528 1430.28,133.821 1417.28,149.395 1415.52,131.495 1446.81,141.782 1464.74,160.963 1421.08,136.68 1455.92,109.795 1431.16,149.395 1396.03,123.161 1428.23,101.922 1448.37,106.544 1432.17,103.407 1425.28,127.093 1437.23,106.067 1396.98,134.65 1422.58,130.024 1369.01,135.04 1388.57,141.541 1407.26,139.144 1377.01,119.828 1389.01,91.9288 1400.9,113.415 1357.62,133.951 1390.66,123.323 1400.89,91.8196 1340.24,140.721 1394,136.269 1344.77,125.488 1331.92,137.794 1369.43,89.1892 1369.39,107.528 1334.21,129.067 1366.41,146.898 1369.66,101.213 1326.55,121.552 1360.39,101.134 1340.07,121.686 1351.31,122.043 1340.63,145.097 1346.37,137.695 1339.75,125.606 1343.32,142.218 1316.88,116.944 1307.44,144.823 1337.15,122.882 1323.84,115.558 1313.97,144.39 1266.6,140.698 1311.39,97.4116 1293.77,110.706 1283.32,137.867 1262.78,93.5402 1277.07,133.745 1280.24,102.041 1262.66,113.096 1301.52,141.431 1288.92,104.647 1292.11,112.605 1284.05,94.7756 1284.77,92.2547 1241.46,139.524 1222.26,90.3937 1276.21,119.938 1236.02,144.579 1212.81,87.9763 1227.7,131.094 1204.13,97.6056 1208.26,95.3032 1208.47,129.132 1212.48,119.71 1234.92,109.788 1187.89,139.508 1227.8,138.53 1184.47,141.78 1183.8,114.608 1232.17,105.958 1231.84,99.8319 1195.24,131.908 1201.45,123.613 1223.22,95.7009 1159.8,110.129 1180.2,147.311 1170.75,143.673 1181.39,96.8138 1168.28,151.769 1188.95,115.587 1156.54,94.7799 1189.74,109.608 1142.3,120.241 1185.25,122.43 1150.2,150.132 1156.49,120.186 1174.7,144.8 1119.41,131.937 1150.39,157.509 1151.08,116.908 1132.74,146.044 1137.64,135.76 1154.73,109.787 1132.01,111.49 1139.99,127.603 1144.62,142.467 1144.21,158.459 1123.16,119.966 1090.72,137.5 1140.19,140.839 1132.98,106.319 1128.31,121.433 1101.64,152.322 1072.53,166.728 1116.91,117.339 1064.55,145.702 1077.85,129.102 1082.78,135.152 1100.34,118.119 1077.38,114.147 1100.37,117.652 1077.73,171.58 1072.09,143.221 1036.82,121.42 1046.96,179.652 1058.28,119.458 1055.77,162.13 1050.42,168.263 1043,141.867 1078.56,153.994 1026.8,162.997 1019.9,163.681 1040.2,130.62 1051.29,161.683 1061.75,185.892 1031.62,183.914 1043.84,179.785 1033.9,185.894 997.384,160.37 990.389,148.444 1006.89,186.119 985.171,149.4 993.494,198.13 1033.82,173.806 1034.12,192.775 1022.87,198.055 997.722,162.187 1019.92,166.808 1011.55,176.924 1019.27,161.989 1012.9,211.539 958.923,159.495 956.161,191.283 976.912,164.647 986.383,191.489 981.615,167.18 957.376,158.162 944.062,165.626 942.432,174.559 952.468,196.051 982.838,222.179 945.708,191.04 938.808,191.035 972.439,221.563 972.495,203.471 918.836,198.213 921.261,218.394 935.812,220.638 955.783,229.143 943.978,219.01 936.463,193.976 944.561,198.989 895.261,222.49 907.032,237.799 912.712,213.517 929.212,219.985 889.44,248.688 923.717,209.421 911.352,245.507 930.898,247.02 921.211,246.057 900.828,256.005 902.014,204.511 864.865,259.089 908.818,222.297 912.156,258.382 906.384,230.356 900.407,239.382 910.618,255.477 908.861,231.107 884.109,244.249 869.798,242.702 861.181,279.991 852.884,241.427 896.996,242.436 867.495,290.521 836.439,286.521 854.421,238.419 827.449,270.25 862.57,252.676 828.109,265.585 877.795,261.588 817.597,274.172 820.513,266.394 866.494,289.511 837.939,263.871 819.952,264.395 832.514,315.455 847.376,312.418 798.022,286.644 844.313,301.317 815.871,278.329 845.859,321.815 809.621,318.713 823.102,270.245 792.492,334.308 792.084,314.621 779.148,321.807 800.332,307.168 775.761,312.568 817.42,291.782 781.002,289.449 776.48,309.482 787.43,331.609 817.614,329.378 821.195,299.755 818.128,335.519 769.562,300.953 762.547,344.959 767.707,358.683 803.171,341.928 808.074,353.59 792.937,342.993 751.978,334.788 790.51,360.269 802.29,360.394 780.482,328.121 766.939,367.595 779.209,365.432 761.183,334.921 741.038,346.571 752.396,370.848 728.878,397.206 781.675,368.632 758.256,386.069 718.87,347.788 760.014,362.035 731.471,360.487 776.843,409.836 754.892,403.586 767.603,368.43 712.448,386.309 719.133,405.138 708.439,421.392 731.104,419.107 702.139,375.853 740.975,402.26 742.112,418.614 744.607,396.109 740.529,383.192 752.344,441.05 732.579,410.954 731.984,414.402 710.299,447.659 744.32,410.347 728.982,413.632 684.753,412.134 700.175,420.351 697.878,459.616 726.905,447.47 688.734,475.934 716.737,456.469 709.885,443.997 712.072,440.608 698.211,457.178 720.513,432.154 699.741,464.576 686.77,471.431 668.5,482.652 712.209,449.913 674.684,483.799 681.968,505.935 712.157,471.918 719.403,492.8 660.044,476.885 675.851,509.461 661.255,507.877 710.089,500.891 681.945,471.337 671.64,519.031 653.41,505.009 678.319,487.049 689.157,496.306 679.695,527.968 686.145,489.807 655.417,513.627 697.039,489.647 662.77,532.841 651.983,552.992 656.689,512.766 640.299,548.506 645.594,548.802 655.896,531.293 640.769,543.334 666.474,540.451 662.821,575.891 653.499,584.699 633.106,539.622 677.59,531.671 670.704,590.044 676.427,549.561 635.622,574.864 646.136,541.644 651.135,595.759 628.554,577.634 621.355,599.413 637.601,564.999 627.658,570.255 616.618,595.428 647.372,596.391 652.423,596.16 618.425,567.712 628.233,619.132 626.731,594.672 658.656,600.396 660.65,622.879 654.587,647.122 646.04,601.671 639.613,600.545 614.621,637.078 625.875,612.228 616.071,608.053 628.848,606.893 640.984,608.285 632.109,650.128 641.814,668.293 607.44,663.67 614.395,647.106 645.587,645.092 659.961,676.916 638.179,643.462 611.293,652.17 652.889,672.733 644.208,656.425 655.556,681.838 600.637,691.177 602.678,650.172 604.42,656.213 658.261,669.41 647.615,720.123 644.836,722.518 616.895,676.954 629.078,700.721 603.863,694.271 650.619,675.894 611.164,695.813 638.863,679.576 633.433,682.178 599.032,729.425 615.491,723.281 604.929,749.584 644.531,728.165 636.283,702.231 643.068,703.072 618.576,707.315 643.486,720.667 647.166,749.792 633.515,718.036 641.652,776.414 614.939,762.139 628.643,740.4 593.564,753.703 654.87,777.99 641.955,736.38 591.67,772.957 631.758,747.684 623.446,771.143 623.432,810.547 632.099,794.01 629.656,796.131 642.02,815.83 613.484,813.474 643.942,763.544 653.257,821.591 644.249,818.823 640.035,825.498 645.576,785.846 655.526,788.612 634.098,803.49 599.635,786.391 628.498,811.253 629.991,814.725 597.709,812.807 624.259,861.368 600.437,817.784 642.23,814.633 607.385,837.24 604.046,812.018 639.157,873.203 636.694,880.545 609.37,869.839 655.263,887.435 638.287,859.773 628.558,891.89 634.539,893.949 624.895,897.236 650.253,856.585 644.828,880.273 624.836,861.035 637.607,861.448 660.684,883.48 658.871,909.15 615.988,871.15 609.529,885.931 618.893,870.344 606.46,896.063 645.921,928.841 623.829,921.475 630.42,907.452 660.281,923.867 614.18,931.564 636.713,919.395 634.08,939.237 654.41,925.049 632.184,938.174 655.322,903.488 635.978,943.804 679.132,922.424 629.309,964.736 674.028,940.562 660.668,960.201 683.809,964.235 620.594,977.817 628.642,984.774 675.089,946.846 655.709,950.782 684.949,996.201 658.25,970.509 639.815,991.202 630.486,989.107 637.519,954.249 661.379,953.962 645.386,1012.49 660.766,961.317 684.56,974.044 662.665,966.145 640.81,1027.03 691.979,1009.65 673.827,998.953 653.212,999.154 693.492,1018.69 667.133,1031.69 653.893,1033.47 670.227,1005.32 684.035,1037.74 649.99,1049.37 693.767,1041.9 648.741,1020.75 689.121,1036.49 700.696,1056.12 697.323,1043.22 712.439,1069.44 715.064,1076.35 707.42,1056.66 681.537,1076.66 699.936,1070.74 694.692,1057.83 697.626,1066.62 701.182,1086.39 708.352,1038.39 669.988,1098.83 691.345,1087.14 716.378,1103.18 716.578,1059.46 690.914,1068.19 726.649,1093.35 707.122,1098.25 690.055,1107.55 739.751,1065.22 682.528,1088.86 720.631,1102.66 720.797,1113.94 702.767,1085.46 733.778,1119.05 744.981,1124.53 747.561,1139.56 705.399,1126.19 734.391,1088.6 724.189,1126.31 715.343,1141.51 717.759,1137.91 766.304,1105.51 714.709,1161.05 716.091,1101.54 759.879,1127.63 748.029,1151.23 741.141,1149.08 714.975,1124.67 748.558,1178.63 743.762,1177.64 765.189,1146.72 741.546,1170.67 738.322,1140.79 748.799,1140.04 755.829,1164.88 729.415,1163 766.494,1172.54 756.479,1169.59 755.654,1144.49 749.788,1179.56 801.432,1208.71 763.727,1211.38 780.402,1175.95 769.606,1201.96 794.857,1170.17 768.32,1168.89 790.586,1176.36 796.803,1204.86 820.16,1218.19 775.499,1181.65 760.721,1218.07 818.064,1216.41 823.019,1188.43 826.784,1208.79 830.676,1219.48 790.653,1210.54 831.792,1229.1 828.898,1186.37 827.81,1245.28 803.622,1191.98 825.818,1219.71 830.005,1218.93 823.302,1207.73 799.001,1219.13 830.884,1215.4 827.742,1258.2 810.692,1266.04 858.968,1246.52 863.1,1272.77 848.451,1259.58 823.131,1233.02 837.398,1236.46 854.847,1282.11 872.383,1269.51 840.392,1284.81 825.115,1256.35 838.503,1276.88 840.917,1283.85 837.349,1283.62 877.401,1273.35 844.423,1254.57 874.373,1247.29 878.972,1279.6 863.429,1249.58 859.951,1279.97 855.568,1266.5 852.287,1284.39 876.198,1257.2 889.204,1296.95 873.035,1278.54 868.161,1292.97 902.198,1290.41 863.648,1284.76 907.772,1269.65 931.019,1323.49 914.172,1276.78 914.311,1328.65 908.928,1297.48 931.799,1284.01 884.263,1304.34 894.438,1308.06 917.899,1310.09 944.091,1314.36 893.89,1340.49 946.4,1337.2 926.706,1289.77 956.818,1328.21 908.326,1339.15 948.068,1338.48 959.233,1320.7 940.849,1306.84 948.321,1294.88 981.064,1301.1 968.364,1326.59 960.938,1328.48 956.163,1304.03 941.73,1305.36 962.152,1352.46 951.33,1322.93 992.544,1367.47 942.557,1332.2 957.095,1339.42 988.87,1363.37 991.322,1314.79 967.053,1330.56 1017.21,1324.5 1021.51,1342.76 1023.15,1378.29 970.055,1377.34 973.678,1334.75 1033.92,1339.99 985.061,1372.77 980.843,1357.4 1006.09,1357.57 1021.95,1378.57 1043.35,1393.02 998.123,1355.58 1049.95,1334.94 1021.45,1344.95 1040.9,1342.37 1024.46,1400.62 1016.02,1399.81 1068.21,1396 1040.25,1383.93 1020.96,1348.03 1022.92,1379.76 1037.71,1363.83 1027.07,1373.92 1026.84,1395.04 1052.86,1405.32 1049.57,1381.24 1081.44,1385.24 1071.95,1381.22 1066.34,1393.55 1066.53,1379.75 1108.39,1353.94 1063.12,1366.76 1074.36,1358.59 1055.85,1359.89 1105.48,1383.23 1067.34,1412.66 1092.96,1405.07 1117.13,1421.67 1082.21,1418.33 1133.12,1422.14 1111.09,1404.51 1087.44,1402.75 1104.48,1373.98 1140.23,1376.53 1126.82,1410.04 1099.58,1377.9 1119.22,1402.77 1103.39,1402.52 1122.95,1376.05 1142.9,1422.73 1132.1,1392.22 1151.27,1378.06 1120.84,1385.63 1138.91,1408.08 1159.05,1378.15 1138.71,1423.51 1136.13,1377.84 1142.45,1388.36 1183.91,1432.99 1186.88,1378.03 1168.51,1410.75 1144.61,1407.7 1204.46,1384.26 1206.73,1404 1198.19,1404.24 1188.15,1396.02 1189.68,1387.91 1170.35,1418.61 1167.81,1436.65 1208.39,1440.98 1229.25,1437.99 1233.26,1431.82 1235.75,1411.34 1210.18,1401.65 1212.96,1392.59 1203.09,1424.96 1195.8,1410.38 1231.87,1404.28 1205.16,1387.24 1261.7,1410.22 1221.94,1443.62 1271.52,1436.84 1271.68,1383.89 1221.63,1419.82 1247.09,1412.41 1266.51,1428.42 1245.37,1438.33 1290,1432.03 1294.51,1399.69 1265.58,1413.47 1254.15,1393.63 1296.12,1427.39 1269.62,1413.79 1300.68,1431.07 1302.04,1442.68 1286.25,1432.16 1309.93,1426.06 1279.59,1396.6 1317.19,1429.87 1321.48,1428.44 1324.68,1441.37 1310.33,1390.84 1311.56,1410.61 1287.43,1445.72 1329.91,1422.81 1301.96,1423.59 1347.65,1387.33 1298.64,1413.42 1306.04,1419.86 1323.6,1407.9 1353.33,1414.02 1308.02,1415.3 1335.43,1413.19 1376.89,1404.24 1378.27,1400.54 1373.45,1396.62 1325.7,1395.61 1354.93,1391.44 1343.31,1396.89 1353.01,1383.92 1365,1412.52 1395.84,1424.98 1353.42,1430.53 1363.28,1398.94 1410.27,1404.92 1381.63,1409.97 1365.14,1405.7 1388.92,1420.51 1370.29,1372.78 1402.29,1416.9 1389.42,1428.08 1376.39,1433.59 1403.99,1386.17 1401.91,1374.16 1388.32,1418.67 1441.96,1386.2 1422.94,1422.53 1427.79,1369.64 1446.05,1365.25 1442.74,1399.44 1416.98,1399.79 1424.34,1373.84 1442.4,1396.55 1460.13,1425.35 1475.73,1424.14 1466.65,1375.46 1466.49,1361.84 1444.91,1370 1440.56,1385.35 1470.92,1393.15 1458.59,1382.32 1436.9,1381.26 1484.35,1405.54 1496.86,1365.39 1458.64,1395.89 1509.03,1388.68 1509.26,1413.16 1484.59,1371.21 1513.12,1373.98 1481.07,1386.17 1486.21,1397.1 1524.58,1364.45 1467.01,1404.21 1488.45,1388.27 1477.86,1389.92 1480.75,1356.03 1525.9,1365.11 1527.8,1347.44 1521.58,1367.02 1547.18,1368.16 1542.45,1391.23 1525.53,1346.65 1519.22,1341.31 1522.21,1334.5 1541.43,1382.8 1523.45,1335.97 1542.74,1357.95 1543.9,1339.45 1554.31,1338.5 1563.1,1339.63 1582.5,1354.44 1584.41,1371.7 1539.12,1363.75 1558.13,1372.3 1565.03,1348.5 1577.52,1354.33 1550.74,1374.84 1558.01,1319.18 1557.36,1369.05 1564.31,1318.68 1551,1359.12 1594.35,1304.75 1585.41,1322.38 1595.92,1348.48 1583.47,1331.56 1613.1,1299.96 1628.66,1329.33 1577.35,1357.87 1582.56,1336.43 1599.16,1315.53 1622.54,1299.58 1620.75,1342.72 1587.44,1348.55 1607.19,1330.38 1594.34,1342.74 1592.15,1303.74 1653.53,1283.17 1661.29,1284.6 1627.42,1306.49 1639.61,1319.52 1610.74,1298.51 1622.06,1325.7 1651.54,1291.71 1657.62,1303.28 1643.63,1318.63 1663.19,1314.05 1627.97,1292.36 1630.17,1290.24 1676.17,1309.52 1654.59,1271.31 1653.78,1279.19 1691.85,1257.61 1639.75,1310.01 1697.4,1258.26 1702.77,1249.93 1670.59,1300.01 1652.03,1274.01 1655.35,1285.73 1682.55,1277.69 1683.34,1291.18 1685.58,1280.2 1677.34,1232.89 1673.56,1246.32 1672.18,1262.63 1712.82,1232.07 1685.12,1247.54 1736.81,1220.29 1733.88,1231.45 1740.75,1267.31 1737.95,1216.63 1687.98,1243.97 1709,1233.36 1692.61,1216.05 1708,1210.37 1701.72,1212.55 1702.28,1228.72 1749.21,1259.99 1703.72,1249.48 1724.63,1199.84 1743.86,1239.16 1726.52,1240.78 1772.87,1228.31 1755.65,1193.43 1768.19,1226.79 1738.83,1235.44 1757.05,1199.73 1772.32,1219.35 1777.5,1184.19 1736.99,1226.82 1760.43,1182.7 1756.85,1213.07 1792.38,1216.71 1775.15,1210.18 1777.85,1212.68 1751.64,1209.22 1783.8,1156.98 1784.01,1182.49 1793.06,1165.45 1746.65,1195.04 1784.15,1159.3 1791.82,1161.22 1761.19,1140.66 1757.75,1186.36 1767.86,1154.82 1798.76,1185.85 1820.15,1155.16 1824.26,1140.73 1765.12,1164.51 1775.83,1139.26 1813.39,1133.43 1806.17,1124.14 1832.05,1141.41 1826.58,1167.25 1796.9,1110.61 1832.51,1118.9 1778.18,1142.03 1814.19,1141.84 1815.75,1158.48 1817.36,1139.23 1789.68,1107.6 1840.21,1128.88 1820.62,1104.94 1836.2,1101.54 1854.3,1081.1 1794.48,1117.69 1825,1080.5 1798.62,1119.45 1836.6,1120.29 1849.66,1070.91 1864.7,1068.77 1859.69,1100.94 1817.25,1089.55 1844.46,1113.88 1825.28,1104.16 1811.63,1106.52 1869.2,1047.35 1863.16,1047.62 1829.34,1069.77 1830.42,1060.5 1842.99,1070.37 1822.59,1040.29 1885.66,1084.69 1827.26,1033.77 1848.1,1066.23 1852.39,1082.78 1852.99,1052.38 1852.64,1059.34 1855.1,1012.07 1853.04,1063.52 1873.12,1051.62 1883.62,1010.28 1884.09,1035.17 1892.59,1044.24 1844.14,1023.19 1842.39,1040.46 1890.16,1045.19 1867.28,988.537 1890.1,1003.89 1877.04,1026.88 1849.7,982.578 1890.38,982.598 1900.99,989.545 1873.03,986.939 1903.34,987.403 1876.54,994.261 1888.04,970.987 1868.77,997.44 1895.98,1011.19 1889.12,1002.52 1893.88,1002.1 1861.44,988.302 1919.55,989.11 1913.97,978.525 1918.76,937.91 1923.91,941.059 1872.15,948.794 1880.34,932.61 1897.97,972.769 1886.3,961.996 1893.36,940.801 1882.94,952.24 1906.68,946.093 1869.92,919.464 1924.9,906.186 1926.37,897.868 1920.38,933.813 1876.87,926.354 1925.1,950.733 1921.83,941.133 1922.37,896.089 1903.39,924.665 1935.54,876.299 1935.32,911.252 1928.03,880.925 1927.76,929.774 1886.73,890.006 1938.52,889.944 1916.67,881.478 1936.39,868.915 1929.68,852.467 1891.5,903.223 1885.59,854.455 1883.74,844.208 1935.63,895.355 1928.84,883.094 1938.29,858.379 1943.95,867.865 1936.81,850.676 1918.39,871.502 1923.47,845.418 1907.88,845.805 1923.94,843.043 1908.22,812.022 1897.45,830.133 1928.21,864.283 1900.95,801.281 1935.88,802.065 1940.85,856.047 1904.02,796.84 1955.02,810.022 1925.1,829.303 1893.66,782.47 1953.23,822.029 1945.15,823.758 1904.66,790.525 1938.67,801.1 1922.57,788.354 1903.01,819.464 1896.85,817.504 1902.16,756.227 1936.26,777.387 1948.86,774.106 1915.24,786.884 1943.72,787.342 1934.26,784.227 1952.01,776.262 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?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=\"clip910\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip910)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip911\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip910)\" d=\"M193.936 1486.45 L2352.76 1486.45 L2352.76 47.2441 L193.936 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip912\">\n",
       "    <rect x=\"193\" y=\"47\" width=\"2160\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"298.113,1486.45 298.113,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"623.571,1486.45 623.571,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"949.029,1486.45 949.029,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1274.49,1486.45 1274.49,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1599.95,1486.45 1599.95,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1925.4,1486.45 1925.4,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2250.86,1486.45 2250.86,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1415.1 2352.76,1415.1 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,1089.65 2352.76,1089.65 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,764.188 2352.76,764.188 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,438.73 2352.76,438.73 \"/>\n",
       "<polyline clip-path=\"url(#clip912)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"193.936,113.272 2352.76,113.272 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 2352.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"298.113,1486.45 298.113,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"623.571,1486.45 623.571,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"949.029,1486.45 949.029,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1274.49,1486.45 1274.49,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1599.95,1486.45 1599.95,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1925.4,1486.45 1925.4,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2250.86,1486.45 2250.86,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip910)\" d=\"M245.138 1532.02 L274.814 1532.02 L274.814 1535.95 L245.138 1535.95 L245.138 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M285.717 1544.91 L293.356 1544.91 L293.356 1518.55 L285.046 1520.21 L285.046 1515.95 L293.309 1514.29 L297.985 1514.29 L297.985 1544.91 L305.624 1544.91 L305.624 1548.85 L285.717 1548.85 L285.717 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M315.069 1542.97 L319.953 1542.97 L319.953 1548.85 L315.069 1548.85 L315.069 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M330.184 1514.29 L348.541 1514.29 L348.541 1518.22 L334.467 1518.22 L334.467 1526.7 Q335.485 1526.35 336.504 1526.19 Q337.522 1526 338.541 1526 Q344.328 1526 347.707 1529.17 Q351.087 1532.34 351.087 1537.76 Q351.087 1543.34 347.615 1546.44 Q344.142 1549.52 337.823 1549.52 Q335.647 1549.52 333.379 1549.15 Q331.133 1548.78 328.726 1548.04 L328.726 1543.34 Q330.809 1544.47 333.031 1545.03 Q335.254 1545.58 337.73 1545.58 Q341.735 1545.58 344.073 1543.48 Q346.411 1541.37 346.411 1537.76 Q346.411 1534.15 344.073 1532.04 Q341.735 1529.94 337.73 1529.94 Q335.855 1529.94 333.981 1530.35 Q332.129 1530.77 330.184 1531.65 L330.184 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M570.099 1532.02 L599.775 1532.02 L599.775 1535.95 L570.099 1535.95 L570.099 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M610.677 1544.91 L618.316 1544.91 L618.316 1518.55 L610.006 1520.21 L610.006 1515.95 L618.27 1514.29 L622.946 1514.29 L622.946 1544.91 L630.585 1544.91 L630.585 1548.85 L610.677 1548.85 L610.677 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M640.029 1542.97 L644.913 1542.97 L644.913 1548.85 L640.029 1548.85 L640.029 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M665.098 1517.37 Q661.487 1517.37 659.659 1520.93 Q657.853 1524.47 657.853 1531.6 Q657.853 1538.71 659.659 1542.27 Q661.487 1545.82 665.098 1545.82 Q668.733 1545.82 670.538 1542.27 Q672.367 1538.71 672.367 1531.6 Q672.367 1524.47 670.538 1520.93 Q668.733 1517.37 665.098 1517.37 M665.098 1513.66 Q670.909 1513.66 673.964 1518.27 Q677.043 1522.85 677.043 1531.6 Q677.043 1540.33 673.964 1544.94 Q670.909 1549.52 665.098 1549.52 Q659.288 1549.52 656.21 1544.94 Q653.154 1540.33 653.154 1531.6 Q653.154 1522.85 656.21 1518.27 Q659.288 1513.66 665.098 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M896.055 1532.02 L925.73 1532.02 L925.73 1535.95 L896.055 1535.95 L896.055 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M945.823 1517.37 Q942.212 1517.37 940.383 1520.93 Q938.578 1524.47 938.578 1531.6 Q938.578 1538.71 940.383 1542.27 Q942.212 1545.82 945.823 1545.82 Q949.457 1545.82 951.263 1542.27 Q953.091 1538.71 953.091 1531.6 Q953.091 1524.47 951.263 1520.93 Q949.457 1517.37 945.823 1517.37 M945.823 1513.66 Q951.633 1513.66 954.689 1518.27 Q957.767 1522.85 957.767 1531.6 Q957.767 1540.33 954.689 1544.94 Q951.633 1549.52 945.823 1549.52 Q940.013 1549.52 936.934 1544.94 Q933.879 1540.33 933.879 1531.6 Q933.879 1522.85 936.934 1518.27 Q940.013 1513.66 945.823 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M965.985 1542.97 L970.869 1542.97 L970.869 1548.85 L965.985 1548.85 L965.985 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M981.101 1514.29 L999.457 1514.29 L999.457 1518.22 L985.383 1518.22 L985.383 1526.7 Q986.401 1526.35 987.42 1526.19 Q988.438 1526 989.457 1526 Q995.244 1526 998.624 1529.17 Q1002 1532.34 1002 1537.76 Q1002 1543.34 998.531 1546.44 Q995.059 1549.52 988.739 1549.52 Q986.563 1549.52 984.295 1549.15 Q982.05 1548.78 979.642 1548.04 L979.642 1543.34 Q981.726 1544.47 983.948 1545.03 Q986.17 1545.58 988.647 1545.58 Q992.651 1545.58 994.989 1543.48 Q997.327 1541.37 997.327 1537.76 Q997.327 1534.15 994.989 1532.04 Q992.651 1529.94 988.647 1529.94 Q986.772 1529.94 984.897 1530.35 Q983.045 1530.77 981.101 1531.65 L981.101 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1251.87 1517.37 Q1248.26 1517.37 1246.43 1520.93 Q1244.63 1524.47 1244.63 1531.6 Q1244.63 1538.71 1246.43 1542.27 Q1248.26 1545.82 1251.87 1545.82 Q1255.51 1545.82 1257.31 1542.27 Q1259.14 1538.71 1259.14 1531.6 Q1259.14 1524.47 1257.31 1520.93 Q1255.51 1517.37 1251.87 1517.37 M1251.87 1513.66 Q1257.68 1513.66 1260.74 1518.27 Q1263.82 1522.85 1263.82 1531.6 Q1263.82 1540.33 1260.74 1544.94 Q1257.68 1549.52 1251.87 1549.52 Q1246.06 1549.52 1242.98 1544.94 Q1239.93 1540.33 1239.93 1531.6 Q1239.93 1522.85 1242.98 1518.27 Q1246.06 1513.66 1251.87 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1272.03 1542.97 L1276.92 1542.97 L1276.92 1548.85 L1272.03 1548.85 L1272.03 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1297.1 1517.37 Q1293.49 1517.37 1291.66 1520.93 Q1289.86 1524.47 1289.86 1531.6 Q1289.86 1538.71 1291.66 1542.27 Q1293.49 1545.82 1297.1 1545.82 Q1300.74 1545.82 1302.54 1542.27 Q1304.37 1538.71 1304.37 1531.6 Q1304.37 1524.47 1302.54 1520.93 Q1300.74 1517.37 1297.1 1517.37 M1297.1 1513.66 Q1302.91 1513.66 1305.97 1518.27 Q1309.05 1522.85 1309.05 1531.6 Q1309.05 1540.33 1305.97 1544.94 Q1302.91 1549.52 1297.1 1549.52 Q1291.29 1549.52 1288.21 1544.94 Q1285.16 1540.33 1285.16 1531.6 Q1285.16 1522.85 1288.21 1518.27 Q1291.29 1513.66 1297.1 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1577.83 1517.37 Q1574.22 1517.37 1572.39 1520.93 Q1570.58 1524.47 1570.58 1531.6 Q1570.58 1538.71 1572.39 1542.27 Q1574.22 1545.82 1577.83 1545.82 Q1581.46 1545.82 1583.27 1542.27 Q1585.1 1538.71 1585.1 1531.6 Q1585.1 1524.47 1583.27 1520.93 Q1581.46 1517.37 1577.83 1517.37 M1577.83 1513.66 Q1583.64 1513.66 1586.69 1518.27 Q1589.77 1522.85 1589.77 1531.6 Q1589.77 1540.33 1586.69 1544.94 Q1583.64 1549.52 1577.83 1549.52 Q1572.02 1549.52 1568.94 1544.94 Q1565.88 1540.33 1565.88 1531.6 Q1565.88 1522.85 1568.94 1518.27 Q1572.02 1513.66 1577.83 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1597.99 1542.97 L1602.87 1542.97 L1602.87 1548.85 L1597.99 1548.85 L1597.99 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1613.1 1514.29 L1631.46 1514.29 L1631.46 1518.22 L1617.39 1518.22 L1617.39 1526.7 Q1618.41 1526.35 1619.42 1526.19 Q1620.44 1526 1621.46 1526 Q1627.25 1526 1630.63 1529.17 Q1634.01 1532.34 1634.01 1537.76 Q1634.01 1543.34 1630.54 1546.44 Q1627.06 1549.52 1620.74 1549.52 Q1618.57 1549.52 1616.3 1549.15 Q1614.05 1548.78 1611.65 1548.04 L1611.65 1543.34 Q1613.73 1544.47 1615.95 1545.03 Q1618.17 1545.58 1620.65 1545.58 Q1624.66 1545.58 1626.99 1543.48 Q1629.33 1541.37 1629.33 1537.76 Q1629.33 1534.15 1626.99 1532.04 Q1624.66 1529.94 1620.65 1529.94 Q1618.78 1529.94 1616.9 1530.35 Q1615.05 1530.77 1613.1 1531.65 L1613.1 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1892.56 1544.91 L1900.2 1544.91 L1900.2 1518.55 L1891.89 1520.21 L1891.89 1515.95 L1900.15 1514.29 L1904.82 1514.29 L1904.82 1544.91 L1912.46 1544.91 L1912.46 1548.85 L1892.56 1548.85 L1892.56 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1921.91 1542.97 L1926.79 1542.97 L1926.79 1548.85 L1921.91 1548.85 L1921.91 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M1946.98 1517.37 Q1943.37 1517.37 1941.54 1520.93 Q1939.73 1524.47 1939.73 1531.6 Q1939.73 1538.71 1941.54 1542.27 Q1943.37 1545.82 1946.98 1545.82 Q1950.61 1545.82 1952.42 1542.27 Q1954.25 1538.71 1954.25 1531.6 Q1954.25 1524.47 1952.42 1520.93 Q1950.61 1517.37 1946.98 1517.37 M1946.98 1513.66 Q1952.79 1513.66 1955.84 1518.27 Q1958.92 1522.85 1958.92 1531.6 Q1958.92 1540.33 1955.84 1544.94 Q1952.79 1549.52 1946.98 1549.52 Q1941.17 1549.52 1938.09 1544.94 Q1935.03 1540.33 1935.03 1531.6 Q1935.03 1522.85 1938.09 1518.27 Q1941.17 1513.66 1946.98 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M2218.51 1544.91 L2226.15 1544.91 L2226.15 1518.55 L2217.84 1520.21 L2217.84 1515.95 L2226.1 1514.29 L2230.78 1514.29 L2230.78 1544.91 L2238.42 1544.91 L2238.42 1548.85 L2218.51 1548.85 L2218.51 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M2247.86 1542.97 L2252.75 1542.97 L2252.75 1548.85 L2247.86 1548.85 L2247.86 1542.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M2262.98 1514.29 L2281.34 1514.29 L2281.34 1518.22 L2267.26 1518.22 L2267.26 1526.7 Q2268.28 1526.35 2269.3 1526.19 Q2270.32 1526 2271.34 1526 Q2277.12 1526 2280.5 1529.17 Q2283.88 1532.34 2283.88 1537.76 Q2283.88 1543.34 2280.41 1546.44 Q2276.94 1549.52 2270.62 1549.52 Q2268.44 1549.52 2266.17 1549.15 Q2263.93 1548.78 2261.52 1548.04 L2261.52 1543.34 Q2263.6 1544.47 2265.83 1545.03 Q2268.05 1545.58 2270.53 1545.58 Q2274.53 1545.58 2276.87 1543.48 Q2279.21 1541.37 2279.21 1537.76 Q2279.21 1534.15 2276.87 1532.04 Q2274.53 1529.94 2270.53 1529.94 Q2268.65 1529.94 2266.78 1530.35 Q2264.92 1530.77 2262.98 1531.65 L2262.98 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1486.45 193.936,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1415.1 212.834,1415.1 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,1089.65 212.834,1089.65 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,764.188 212.834,764.188 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,438.73 212.834,438.73 \"/>\n",
       "<polyline clip-path=\"url(#clip910)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"193.936,113.272 212.834,113.272 \"/>\n",
       "<path clip-path=\"url(#clip910)\" d=\"M50.9921 1415.56 L80.6679 1415.56 L80.6679 1419.49 L50.9921 1419.49 L50.9921 1415.56 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M91.5706 1428.45 L99.2095 1428.45 L99.2095 1402.08 L90.8993 1403.75 L90.8993 1399.49 L99.1632 1397.82 L103.839 1397.82 L103.839 1428.45 L111.478 1428.45 L111.478 1432.38 L91.5706 1432.38 L91.5706 1428.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M120.922 1426.5 L125.807 1426.5 L125.807 1432.38 L120.922 1432.38 L120.922 1426.5 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M145.992 1400.9 Q142.381 1400.9 140.552 1404.47 Q138.746 1408.01 138.746 1415.14 Q138.746 1422.25 140.552 1425.81 Q142.381 1429.35 145.992 1429.35 Q149.626 1429.35 151.431 1425.81 Q153.26 1422.25 153.26 1415.14 Q153.26 1408.01 151.431 1404.47 Q149.626 1400.9 145.992 1400.9 M145.992 1397.2 Q151.802 1397.2 154.857 1401.81 Q157.936 1406.39 157.936 1415.14 Q157.936 1423.87 154.857 1428.47 Q151.802 1433.06 145.992 1433.06 Q140.181 1433.06 137.103 1428.47 Q134.047 1423.87 134.047 1415.14 Q134.047 1406.39 137.103 1401.81 Q140.181 1397.2 145.992 1397.2 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M51.9875 1090.1 L81.6633 1090.1 L81.6633 1094.03 L51.9875 1094.03 L51.9875 1090.1 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M101.756 1075.44 Q98.1447 1075.44 96.316 1079.01 Q94.5104 1082.55 94.5104 1089.68 Q94.5104 1096.79 96.316 1100.35 Q98.1447 1103.89 101.756 1103.89 Q105.39 1103.89 107.196 1100.35 Q109.024 1096.79 109.024 1089.68 Q109.024 1082.55 107.196 1079.01 Q105.39 1075.44 101.756 1075.44 M101.756 1071.74 Q107.566 1071.74 110.621 1076.35 Q113.7 1080.93 113.7 1089.68 Q113.7 1098.41 110.621 1103.01 Q107.566 1107.6 101.756 1107.6 Q95.9456 1107.6 92.8669 1103.01 Q89.8114 1098.41 89.8114 1089.68 Q89.8114 1080.93 92.8669 1076.35 Q95.9456 1071.74 101.756 1071.74 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M121.918 1101.05 L126.802 1101.05 L126.802 1106.93 L121.918 1106.93 L121.918 1101.05 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M137.033 1072.37 L155.39 1072.37 L155.39 1076.3 L141.316 1076.3 L141.316 1084.77 Q142.334 1084.43 143.353 1084.26 Q144.371 1084.08 145.39 1084.08 Q151.177 1084.08 154.556 1087.25 Q157.936 1090.42 157.936 1095.84 Q157.936 1101.42 154.464 1104.52 Q150.992 1107.6 144.672 1107.6 Q142.496 1107.6 140.228 1107.23 Q137.982 1106.86 135.575 1106.12 L135.575 1101.42 Q137.658 1102.55 139.881 1103.11 Q142.103 1103.66 144.58 1103.66 Q148.584 1103.66 150.922 1101.56 Q153.26 1099.45 153.26 1095.84 Q153.26 1092.23 150.922 1090.12 Q148.584 1088.01 144.58 1088.01 Q142.705 1088.01 140.83 1088.43 Q138.978 1088.85 137.033 1089.73 L137.033 1072.37 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M100.76 749.987 Q97.1493 749.987 95.3206 753.552 Q93.515 757.093 93.515 764.223 Q93.515 771.329 95.3206 774.894 Q97.1493 778.436 100.76 778.436 Q104.395 778.436 106.2 774.894 Q108.029 771.329 108.029 764.223 Q108.029 757.093 106.2 753.552 Q104.395 749.987 100.76 749.987 M100.76 746.283 Q106.571 746.283 109.626 750.89 Q112.705 755.473 112.705 764.223 Q112.705 772.95 109.626 777.556 Q106.571 782.139 100.76 782.139 Q94.9502 782.139 91.8715 777.556 Q88.816 772.95 88.816 764.223 Q88.816 755.473 91.8715 750.89 Q94.9502 746.283 100.76 746.283 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M120.922 775.588 L125.807 775.588 L125.807 781.468 L120.922 781.468 L120.922 775.588 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M145.992 749.987 Q142.381 749.987 140.552 753.552 Q138.746 757.093 138.746 764.223 Q138.746 771.329 140.552 774.894 Q142.381 778.436 145.992 778.436 Q149.626 778.436 151.431 774.894 Q153.26 771.329 153.26 764.223 Q153.26 757.093 151.431 753.552 Q149.626 749.987 145.992 749.987 M145.992 746.283 Q151.802 746.283 154.857 750.89 Q157.936 755.473 157.936 764.223 Q157.936 772.95 154.857 777.556 Q151.802 782.139 145.992 782.139 Q140.181 782.139 137.103 777.556 Q134.047 772.95 134.047 764.223 Q134.047 755.473 137.103 750.89 Q140.181 746.283 145.992 746.283 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M101.756 424.529 Q98.1447 424.529 96.316 428.093 Q94.5104 431.635 94.5104 438.765 Q94.5104 445.871 96.316 449.436 Q98.1447 452.978 101.756 452.978 Q105.39 452.978 107.196 449.436 Q109.024 445.871 109.024 438.765 Q109.024 431.635 107.196 428.093 Q105.39 424.529 101.756 424.529 M101.756 420.825 Q107.566 420.825 110.621 425.431 Q113.7 430.015 113.7 438.765 Q113.7 447.491 110.621 452.098 Q107.566 456.681 101.756 456.681 Q95.9456 456.681 92.8669 452.098 Q89.8114 447.491 89.8114 438.765 Q89.8114 430.015 92.8669 425.431 Q95.9456 420.825 101.756 420.825 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M121.918 450.13 L126.802 450.13 L126.802 456.01 L121.918 456.01 L121.918 450.13 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M137.033 421.45 L155.39 421.45 L155.39 425.385 L141.316 425.385 L141.316 433.857 Q142.334 433.51 143.353 433.348 Q144.371 433.163 145.39 433.163 Q151.177 433.163 154.556 436.334 Q157.936 439.505 157.936 444.922 Q157.936 450.501 154.464 453.603 Q150.992 456.681 144.672 456.681 Q142.496 456.681 140.228 456.311 Q137.982 455.94 135.575 455.2 L135.575 450.501 Q137.658 451.635 139.881 452.19 Q142.103 452.746 144.58 452.746 Q148.584 452.746 150.922 450.64 Q153.26 448.533 153.26 444.922 Q153.26 441.311 150.922 439.204 Q148.584 437.098 144.58 437.098 Q142.705 437.098 140.83 437.515 Q138.978 437.931 137.033 438.811 L137.033 421.45 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M91.5706 126.617 L99.2095 126.617 L99.2095 100.251 L90.8993 101.918 L90.8993 97.6584 L99.1632 95.9917 L103.839 95.9917 L103.839 126.617 L111.478 126.617 L111.478 130.552 L91.5706 130.552 L91.5706 126.617 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M120.922 124.672 L125.807 124.672 L125.807 130.552 L120.922 130.552 L120.922 124.672 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip910)\" d=\"M145.992 99.0704 Q142.381 99.0704 140.552 102.635 Q138.746 106.177 138.746 113.306 Q138.746 120.413 140.552 123.978 Q142.381 127.519 145.992 127.519 Q149.626 127.519 151.431 123.978 Q153.26 120.413 153.26 113.306 Q153.26 106.177 151.431 102.635 Q149.626 99.0704 145.992 99.0704 M145.992 95.3667 Q151.802 95.3667 154.857 99.9732 Q157.936 104.557 157.936 113.306 Q157.936 122.033 154.857 126.64 Q151.802 131.223 145.992 131.223 Q140.181 131.223 137.103 126.64 Q134.047 122.033 134.047 113.306 Q134.047 104.557 137.103 99.9732 Q140.181 95.3667 145.992 95.3667 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip912)\" style=\"stroke:#009af9; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1893.07,753.045 1910.31,752.665 1946.68,756.502 1906.45,740.497 1925.8,763.253 1920.32,772.606 1914.86,766.248 1940.58,772.258 1902.54,751.733 1932.3,745.86 1947.31,761.128 1903.03,754.922 1922.06,725.775 1907.13,730.299 1894.52,717.463 1932.66,693.827 1911.83,702.596 1943.31,718.683 1944.06,687.816 1900.44,709.814 1939.97,703.175 1935.94,699.406 1949.76,710.331 1935.52,701.85 1944.8,707.486 1937.25,686.96 1899.5,682.593 1913.35,664.443 1922.43,649.531 1890.73,672.388 1891.61,680.024 1916.95,647.344 1904.63,690.228 1888.05,674.123 1920.97,669.18 1884.13,665.514 1926.3,676.526 1903.62,626.102 1924.24,627.416 1898.37,634.115 1895.62,648.923 1881.8,616.809 1894.27,621.092 1902.45,632.05 1883.97,593.68 1920.5,587.229 1910.54,611.955 1931.9,601.158 1898.49,621.407 1877.85,578.077 1916.61,591.367 1880.48,621.836 1928.22,587.293 1894.87,574.845 1891.5,559.395 1868.48,569.431 1885.75,587.381 1929.93,587.774 1904.08,554.165 1884.45,560.586 1901.94,581.786 1927.58,543.168 1891.87,586.687 1891.06,580.771 1912.34,545.96 1863.14,576.316 1903.24,528.249 1919.21,551.483 1862.74,573.635 1917.19,535.636 1855.32,518.388 1861.26,531.276 1855.89,508.324 1854.9,519.655 1882.58,527.729 1880.41,522.17 1868.94,547.661 1850.55,498.903 1875.32,505.753 1897.11,512.588 1894.08,492.674 1883.32,488.3 1868.98,533.191 1878,525.915 1877.63,490.337 1870.4,518.576 1851.75,496.173 1895.06,515.482 1841.25,493.193 1837.51,477.313 1861.94,513.117 1832.62,503.312 1862.87,447.114 1888.46,485.362 1835.54,470.036 1849.7,447.509 1850.44,480.044 1882.75,482.745 1856.16,484.33 1859.1,462.867 1848.67,423.14 1821.36,431.088 1823.75,431.878 1844.08,468.282 1867.64,461.77 1806,455.839 1819.5,456.987 1841.48,422.543 1831.32,455.064 1850.26,398.141 1811.3,437.086 1795.53,437.74 1810.99,388.692 1801.29,383.251 1833.94,395.835 1825.66,406.634 1822.17,402.411 1800.55,375.075 1824.9,371.571 1844.41,372.922 1812.77,418.597 1802.82,409.858 1798.58,378.364 1790.57,412.066 1778.98,367.807 1769.94,351.105 1821.84,408.446 1784.71,387.749 1774.11,351.923 1764.9,347.694 1798.02,372.293 1813.71,373.085 1763.59,373.543 1785.98,350.361 1781.38,339.473 1808.25,351.037 1761.41,346.777 1770.6,383.823 1770.16,354.532 1783.26,360.845 1799.43,329.711 1748.72,330.245 1740.94,326.065 1767.5,369.773 1790.95,353.285 1746.79,349.076 1776.79,333.977 1731.81,347.364 1748.85,320.808 1778.73,352.237 1718.74,305.793 1728.33,285.836 1717.55,314.059 1745.22,342.871 1770.86,305.577 1737.88,339.457 1740.23,302.266 1709.06,286.157 1746.73,292.657 1756.51,304.676 1695.93,308.302 1713.26,266.13 1723.93,321.286 1747.52,276.911 1709.68,283.181 1730.94,282.334 1744.75,303.722 1702.27,274.248 1724.58,251.395 1736.53,254.584 1677.91,289.282 1702.54,251.491 1723.07,240.408 1689.98,295.486 1692.59,258.711 1715.12,248.388 1697.45,272.977 1687.76,279.938 1698.71,239.625 1693.94,242.275 1707.04,244.218 1655.5,248.134 1678.97,224.967 1643.06,259.738 1694.19,254.858 1650.19,224.141 1665.52,214.509 1660.38,242.688 1639.56,264.184 1681.64,205.58 1659.46,232.15 1622.66,226.093 1640.84,209.537 1659.53,238.815 1630.62,235.411 1670.83,227.105 1637.1,197.346 1623.92,250.052 1640.77,238.933 1652.73,213.364 1630.91,236.499 1631.51,226.815 1632.26,198.938 1588.81,190.609 1626.86,205.997 1592.28,222.277 1580.39,237.948 1614.73,175.545 1605.31,184.727 1618.41,213.642 1611.26,216.381 1568.12,182.225 1567.98,185.315 1617.99,215.962 1575.31,161.029 1593.71,219.595 1558.57,167.89 1566.13,162.523 1571.14,196.354 1582.83,172.949 1598.75,203.919 1552.5,191.992 1581.48,178.591 1590.54,190 1570.71,175.272 1549.51,184.618 1580.05,171.88 1522.95,170.461 1547.11,147.101 1561.04,200.585 1552.09,162.878 1535.64,195.715 1506.09,156.057 1518.63,178.071 1529.07,159.451 1537.69,182.233 1554.02,177.38 1514.98,168.634 1522.08,178.304 1536.76,168.294 1496.52,161.37 1497.71,176.857 1522.96,145.463 1489.38,152.723 1505.72,126.697 1501.24,149.057 1469.46,129.289 1505.12,143.52 1515.4,140.95 1461.98,131.579 1482.16,153.61 1467.38,119.238 1482.01,167.126 1467.17,164.667 1445.2,118.857 1447.31,150.072 1438.89,162.702 1471.41,161.242 1472.03,127.989 1423.34,125.528 1430.28,133.821 1417.28,149.395 1415.52,131.495 1446.81,141.782 1464.74,160.963 1421.08,136.68 1455.92,109.795 1431.16,149.395 1396.03,123.161 1428.23,101.922 1448.37,106.544 1432.17,103.407 1425.28,127.093 1437.23,106.067 1396.98,134.65 1422.58,130.024 1369.01,135.04 1388.57,141.541 1407.26,139.144 1377.01,119.828 1389.01,91.9288 1400.9,113.415 1357.62,133.951 1390.66,123.323 1400.89,91.8196 1340.24,140.721 1394,136.269 1344.77,125.488 1331.92,137.794 1369.43,89.1892 1369.39,107.528 1334.21,129.067 1366.41,146.898 1369.66,101.213 1326.55,121.552 1360.39,101.134 1340.07,121.686 1351.31,122.043 1340.63,145.097 1346.37,137.695 1339.75,125.606 1343.32,142.218 1316.88,116.944 1307.44,144.823 1337.15,122.882 1323.84,115.558 1313.97,144.39 1266.6,140.698 1311.39,97.4116 1293.77,110.706 1283.32,137.867 1262.78,93.5402 1277.07,133.745 1280.24,102.041 1262.66,113.096 1301.52,141.431 1288.92,104.647 1292.11,112.605 1284.05,94.7756 1284.77,92.2547 1241.46,139.524 1222.26,90.3937 1276.21,119.938 1236.02,144.579 1212.81,87.9763 1227.7,131.094 1204.13,97.6056 1208.26,95.3032 1208.47,129.132 1212.48,119.71 1234.92,109.788 1187.89,139.508 1227.8,138.53 1184.47,141.78 1183.8,114.608 1232.17,105.958 1231.84,99.8319 1195.24,131.908 1201.45,123.613 1223.22,95.7009 1159.8,110.129 1180.2,147.311 1170.75,143.673 1181.39,96.8138 1168.28,151.769 1188.95,115.587 1156.54,94.7799 1189.74,109.608 1142.3,120.241 1185.25,122.43 1150.2,150.132 1156.49,120.186 1174.7,144.8 1119.41,131.937 1150.39,157.509 1151.08,116.908 1132.74,146.044 1137.64,135.76 1154.73,109.787 1132.01,111.49 1139.99,127.603 1144.62,142.467 1144.21,158.459 1123.16,119.966 1090.72,137.5 1140.19,140.839 1132.98,106.319 1128.31,121.433 1101.64,152.322 1072.53,166.728 1116.91,117.339 1064.55,145.702 1077.85,129.102 1082.78,135.152 1100.34,118.119 1077.38,114.147 1100.37,117.652 1077.73,171.58 1072.09,143.221 1036.82,121.42 1046.96,179.652 1058.28,119.458 1055.77,162.13 1050.42,168.263 1043,141.867 1078.56,153.994 1026.8,162.997 1019.9,163.681 1040.2,130.62 1051.29,161.683 1061.75,185.892 1031.62,183.914 1043.84,179.785 1033.9,185.894 997.384,160.37 990.389,148.444 1006.89,186.119 985.171,149.4 993.494,198.13 1033.82,173.806 1034.12,192.775 1022.87,198.055 997.722,162.187 1019.92,166.808 1011.55,176.924 1019.27,161.989 1012.9,211.539 958.923,159.495 956.161,191.283 976.912,164.647 986.383,191.489 981.615,167.18 957.376,158.162 944.062,165.626 942.432,174.559 952.468,196.051 982.838,222.179 945.708,191.04 938.808,191.035 972.439,221.563 972.495,203.471 918.836,198.213 921.261,218.394 935.812,220.638 955.783,229.143 943.978,219.01 936.463,193.976 944.561,198.989 895.261,222.49 907.032,237.799 912.712,213.517 929.212,219.985 889.44,248.688 923.717,209.421 911.352,245.507 930.898,247.02 921.211,246.057 900.828,256.005 902.014,204.511 864.865,259.089 908.818,222.297 912.156,258.382 906.384,230.356 900.407,239.382 910.618,255.477 908.861,231.107 884.109,244.249 869.798,242.702 861.181,279.991 852.884,241.427 896.996,242.436 867.495,290.521 836.439,286.521 854.421,238.419 827.449,270.25 862.57,252.676 828.109,265.585 877.795,261.588 817.597,274.172 820.513,266.394 866.494,289.511 837.939,263.871 819.952,264.395 832.514,315.455 847.376,312.418 798.022,286.644 844.313,301.317 815.871,278.329 845.859,321.815 809.621,318.713 823.102,270.245 792.492,334.308 792.084,314.621 779.148,321.807 800.332,307.168 775.761,312.568 817.42,291.782 781.002,289.449 776.48,309.482 787.43,331.609 817.614,329.378 821.195,299.755 818.128,335.519 769.562,300.953 762.547,344.959 767.707,358.683 803.171,341.928 808.074,353.59 792.937,342.993 751.978,334.788 790.51,360.269 802.29,360.394 780.482,328.121 766.939,367.595 779.209,365.432 761.183,334.921 741.038,346.571 752.396,370.848 728.878,397.206 781.675,368.632 758.256,386.069 718.87,347.788 760.014,362.035 731.471,360.487 776.843,409.836 754.892,403.586 767.603,368.43 712.448,386.309 719.133,405.138 708.439,421.392 731.104,419.107 702.139,375.853 740.975,402.26 742.112,418.614 744.607,396.109 740.529,383.192 752.344,441.05 732.579,410.954 731.984,414.402 710.299,447.659 744.32,410.347 728.982,413.632 684.753,412.134 700.175,420.351 697.878,459.616 726.905,447.47 688.734,475.934 716.737,456.469 709.885,443.997 712.072,440.608 698.211,457.178 720.513,432.154 699.741,464.576 686.77,471.431 668.5,482.652 712.209,449.913 674.684,483.799 681.968,505.935 712.157,471.918 719.403,492.8 660.044,476.885 675.851,509.461 661.255,507.877 710.089,500.891 681.945,471.337 671.64,519.031 653.41,505.009 678.319,487.049 689.157,496.306 679.695,527.968 686.145,489.807 655.417,513.627 697.039,489.647 662.77,532.841 651.983,552.992 656.689,512.766 640.299,548.506 645.594,548.802 655.896,531.293 640.769,543.334 666.474,540.451 662.821,575.891 653.499,584.699 633.106,539.622 677.59,531.671 670.704,590.044 676.427,549.561 635.622,574.864 646.136,541.644 651.135,595.759 628.554,577.634 621.355,599.413 637.601,564.999 627.658,570.255 616.618,595.428 647.372,596.391 652.423,596.16 618.425,567.712 628.233,619.132 626.731,594.672 658.656,600.396 660.65,622.879 654.587,647.122 646.04,601.671 639.613,600.545 614.621,637.078 625.875,612.228 616.071,608.053 628.848,606.893 640.984,608.285 632.109,650.128 641.814,668.293 607.44,663.67 614.395,647.106 645.587,645.092 659.961,676.916 638.179,643.462 611.293,652.17 652.889,672.733 644.208,656.425 655.556,681.838 600.637,691.177 602.678,650.172 604.42,656.213 658.261,669.41 647.615,720.123 644.836,722.518 616.895,676.954 629.078,700.721 603.863,694.271 650.619,675.894 611.164,695.813 638.863,679.576 633.433,682.178 599.032,729.425 615.491,723.281 604.929,749.584 644.531,728.165 636.283,702.231 643.068,703.072 618.576,707.315 643.486,720.667 647.166,749.792 633.515,718.036 641.652,776.414 614.939,762.139 628.643,740.4 593.564,753.703 654.87,777.99 641.955,736.38 591.67,772.957 631.758,747.684 623.446,771.143 623.432,810.547 632.099,794.01 629.656,796.131 642.02,815.83 613.484,813.474 643.942,763.544 653.257,821.591 644.249,818.823 640.035,825.498 645.576,785.846 655.526,788.612 634.098,803.49 599.635,786.391 628.498,811.253 629.991,814.725 597.709,812.807 624.259,861.368 600.437,817.784 642.23,814.633 607.385,837.24 604.046,812.018 639.157,873.203 636.694,880.545 609.37,869.839 655.263,887.435 638.287,859.773 628.558,891.89 634.539,893.949 624.895,897.236 650.253,856.585 644.828,880.273 624.836,861.035 637.607,861.448 660.684,883.48 658.871,909.15 615.988,871.15 609.529,885.931 618.893,870.344 606.46,896.063 645.921,928.841 623.829,921.475 630.42,907.452 660.281,923.867 614.18,931.564 636.713,919.395 634.08,939.237 654.41,925.049 632.184,938.174 655.322,903.488 635.978,943.804 679.132,922.424 629.309,964.736 674.028,940.562 660.668,960.201 683.809,964.235 620.594,977.817 628.642,984.774 675.089,946.846 655.709,950.782 684.949,996.201 658.25,970.509 639.815,991.202 630.486,989.107 637.519,954.249 661.379,953.962 645.386,1012.49 660.766,961.317 684.56,974.044 662.665,966.145 640.81,1027.03 691.979,1009.65 673.827,998.953 653.212,999.154 693.492,1018.69 667.133,1031.69 653.893,1033.47 670.227,1005.32 684.035,1037.74 649.99,1049.37 693.767,1041.9 648.741,1020.75 689.121,1036.49 700.696,1056.12 697.323,1043.22 712.439,1069.44 715.064,1076.35 707.42,1056.66 681.537,1076.66 699.936,1070.74 694.692,1057.83 697.626,1066.62 701.182,1086.39 708.352,1038.39 669.988,1098.83 691.345,1087.14 716.378,1103.18 716.578,1059.46 690.914,1068.19 726.649,1093.35 707.122,1098.25 690.055,1107.55 739.751,1065.22 682.528,1088.86 720.631,1102.66 720.797,1113.94 702.767,1085.46 733.778,1119.05 744.981,1124.53 747.561,1139.56 705.399,1126.19 734.391,1088.6 724.189,1126.31 715.343,1141.51 717.759,1137.91 766.304,1105.51 714.709,1161.05 716.091,1101.54 759.879,1127.63 748.029,1151.23 741.141,1149.08 714.975,1124.67 748.558,1178.63 743.762,1177.64 765.189,1146.72 741.546,1170.67 738.322,1140.79 748.799,1140.04 755.829,1164.88 729.415,1163 766.494,1172.54 756.479,1169.59 755.654,1144.49 749.788,1179.56 801.432,1208.71 763.727,1211.38 780.402,1175.95 769.606,1201.96 794.857,1170.17 768.32,1168.89 790.586,1176.36 796.803,1204.86 820.16,1218.19 775.499,1181.65 760.721,1218.07 818.064,1216.41 823.019,1188.43 826.784,1208.79 830.676,1219.48 790.653,1210.54 831.792,1229.1 828.898,1186.37 827.81,1245.28 803.622,1191.98 825.818,1219.71 830.005,1218.93 823.302,1207.73 799.001,1219.13 830.884,1215.4 827.742,1258.2 810.692,1266.04 858.968,1246.52 863.1,1272.77 848.451,1259.58 823.131,1233.02 837.398,1236.46 854.847,1282.11 872.383,1269.51 840.392,1284.81 825.115,1256.35 838.503,1276.88 840.917,1283.85 837.349,1283.62 877.401,1273.35 844.423,1254.57 874.373,1247.29 878.972,1279.6 863.429,1249.58 859.951,1279.97 855.568,1266.5 852.287,1284.39 876.198,1257.2 889.204,1296.95 873.035,1278.54 868.161,1292.97 902.198,1290.41 863.648,1284.76 907.772,1269.65 931.019,1323.49 914.172,1276.78 914.311,1328.65 908.928,1297.48 931.799,1284.01 884.263,1304.34 894.438,1308.06 917.899,1310.09 944.091,1314.36 893.89,1340.49 946.4,1337.2 926.706,1289.77 956.818,1328.21 908.326,1339.15 948.068,1338.48 959.233,1320.7 940.849,1306.84 948.321,1294.88 981.064,1301.1 968.364,1326.59 960.938,1328.48 956.163,1304.03 941.73,1305.36 962.152,1352.46 951.33,1322.93 992.544,1367.47 942.557,1332.2 957.095,1339.42 988.87,1363.37 991.322,1314.79 967.053,1330.56 1017.21,1324.5 1021.51,1342.76 1023.15,1378.29 970.055,1377.34 973.678,1334.75 1033.92,1339.99 985.061,1372.77 980.843,1357.4 1006.09,1357.57 1021.95,1378.57 1043.35,1393.02 998.123,1355.58 1049.95,1334.94 1021.45,1344.95 1040.9,1342.37 1024.46,1400.62 1016.02,1399.81 1068.21,1396 1040.25,1383.93 1020.96,1348.03 1022.92,1379.76 1037.71,1363.83 1027.07,1373.92 1026.84,1395.04 1052.86,1405.32 1049.57,1381.24 1081.44,1385.24 1071.95,1381.22 1066.34,1393.55 1066.53,1379.75 1108.39,1353.94 1063.12,1366.76 1074.36,1358.59 1055.85,1359.89 1105.48,1383.23 1067.34,1412.66 1092.96,1405.07 1117.13,1421.67 1082.21,1418.33 1133.12,1422.14 1111.09,1404.51 1087.44,1402.75 1104.48,1373.98 1140.23,1376.53 1126.82,1410.04 1099.58,1377.9 1119.22,1402.77 1103.39,1402.52 1122.95,1376.05 1142.9,1422.73 1132.1,1392.22 1151.27,1378.06 1120.84,1385.63 1138.91,1408.08 1159.05,1378.15 1138.71,1423.51 1136.13,1377.84 1142.45,1388.36 1183.91,1432.99 1186.88,1378.03 1168.51,1410.75 1144.61,1407.7 1204.46,1384.26 1206.73,1404 1198.19,1404.24 1188.15,1396.02 1189.68,1387.91 1170.35,1418.61 1167.81,1436.65 1208.39,1440.98 1229.25,1437.99 1233.26,1431.82 1235.75,1411.34 1210.18,1401.65 1212.96,1392.59 1203.09,1424.96 1195.8,1410.38 1231.87,1404.28 1205.16,1387.24 1261.7,1410.22 1221.94,1443.62 1271.52,1436.84 1271.68,1383.89 1221.63,1419.82 1247.09,1412.41 1266.51,1428.42 1245.37,1438.33 1290,1432.03 1294.51,1399.69 1265.58,1413.47 1254.15,1393.63 1296.12,1427.39 1269.62,1413.79 1300.68,1431.07 1302.04,1442.68 1286.25,1432.16 1309.93,1426.06 1279.59,1396.6 1317.19,1429.87 1321.48,1428.44 1324.68,1441.37 1310.33,1390.84 1311.56,1410.61 1287.43,1445.72 1329.91,1422.81 1301.96,1423.59 1347.65,1387.33 1298.64,1413.42 1306.04,1419.86 1323.6,1407.9 1353.33,1414.02 1308.02,1415.3 1335.43,1413.19 1376.89,1404.24 1378.27,1400.54 1373.45,1396.62 1325.7,1395.61 1354.93,1391.44 1343.31,1396.89 1353.01,1383.92 1365,1412.52 1395.84,1424.98 1353.42,1430.53 1363.28,1398.94 1410.27,1404.92 1381.63,1409.97 1365.14,1405.7 1388.92,1420.51 1370.29,1372.78 1402.29,1416.9 1389.42,1428.08 1376.39,1433.59 1403.99,1386.17 1401.91,1374.16 1388.32,1418.67 1441.96,1386.2 1422.94,1422.53 1427.79,1369.64 1446.05,1365.25 1442.74,1399.44 1416.98,1399.79 1424.34,1373.84 1442.4,1396.55 1460.13,1425.35 1475.73,1424.14 1466.65,1375.46 1466.49,1361.84 1444.91,1370 1440.56,1385.35 1470.92,1393.15 1458.59,1382.32 1436.9,1381.26 1484.35,1405.54 1496.86,1365.39 1458.64,1395.89 1509.03,1388.68 1509.26,1413.16 1484.59,1371.21 1513.12,1373.98 1481.07,1386.17 1486.21,1397.1 1524.58,1364.45 1467.01,1404.21 1488.45,1388.27 1477.86,1389.92 1480.75,1356.03 1525.9,1365.11 1527.8,1347.44 1521.58,1367.02 1547.18,1368.16 1542.45,1391.23 1525.53,1346.65 1519.22,1341.31 1522.21,1334.5 1541.43,1382.8 1523.45,1335.97 1542.74,1357.95 1543.9,1339.45 1554.31,1338.5 1563.1,1339.63 1582.5,1354.44 1584.41,1371.7 1539.12,1363.75 1558.13,1372.3 1565.03,1348.5 1577.52,1354.33 1550.74,1374.84 1558.01,1319.18 1557.36,1369.05 1564.31,1318.68 1551,1359.12 1594.35,1304.75 1585.41,1322.38 1595.92,1348.48 1583.47,1331.56 1613.1,1299.96 1628.66,1329.33 1577.35,1357.87 1582.56,1336.43 1599.16,1315.53 1622.54,1299.58 1620.75,1342.72 1587.44,1348.55 1607.19,1330.38 1594.34,1342.74 1592.15,1303.74 1653.53,1283.17 1661.29,1284.6 1627.42,1306.49 1639.61,1319.52 1610.74,1298.51 1622.06,1325.7 1651.54,1291.71 1657.62,1303.28 1643.63,1318.63 1663.19,1314.05 1627.97,1292.36 1630.17,1290.24 1676.17,1309.52 1654.59,1271.31 1653.78,1279.19 1691.85,1257.61 1639.75,1310.01 1697.4,1258.26 1702.77,1249.93 1670.59,1300.01 1652.03,1274.01 1655.35,1285.73 1682.55,1277.69 1683.34,1291.18 1685.58,1280.2 1677.34,1232.89 1673.56,1246.32 1672.18,1262.63 1712.82,1232.07 1685.12,1247.54 1736.81,1220.29 1733.88,1231.45 1740.75,1267.31 1737.95,1216.63 1687.98,1243.97 1709,1233.36 1692.61,1216.05 1708,1210.37 1701.72,1212.55 1702.28,1228.72 1749.21,1259.99 1703.72,1249.48 1724.63,1199.84 1743.86,1239.16 1726.52,1240.78 1772.87,1228.31 1755.65,1193.43 1768.19,1226.79 1738.83,1235.44 1757.05,1199.73 1772.32,1219.35 1777.5,1184.19 1736.99,1226.82 1760.43,1182.7 1756.85,1213.07 1792.38,1216.71 1775.15,1210.18 1777.85,1212.68 1751.64,1209.22 1783.8,1156.98 1784.01,1182.49 1793.06,1165.45 1746.65,1195.04 1784.15,1159.3 1791.82,1161.22 1761.19,1140.66 1757.75,1186.36 1767.86,1154.82 1798.76,1185.85 1820.15,1155.16 1824.26,1140.73 1765.12,1164.51 1775.83,1139.26 1813.39,1133.43 1806.17,1124.14 1832.05,1141.41 1826.58,1167.25 1796.9,1110.61 1832.51,1118.9 1778.18,1142.03 1814.19,1141.84 1815.75,1158.48 1817.36,1139.23 1789.68,1107.6 1840.21,1128.88 1820.62,1104.94 1836.2,1101.54 1854.3,1081.1 1794.48,1117.69 1825,1080.5 1798.62,1119.45 1836.6,1120.29 1849.66,1070.91 1864.7,1068.77 1859.69,1100.94 1817.25,1089.55 1844.46,1113.88 1825.28,1104.16 1811.63,1106.52 1869.2,1047.35 1863.16,1047.62 1829.34,1069.77 1830.42,1060.5 1842.99,1070.37 1822.59,1040.29 1885.66,1084.69 1827.26,1033.77 1848.1,1066.23 1852.39,1082.78 1852.99,1052.38 1852.64,1059.34 1855.1,1012.07 1853.04,1063.52 1873.12,1051.62 1883.62,1010.28 1884.09,1035.17 1892.59,1044.24 1844.14,1023.19 1842.39,1040.46 1890.16,1045.19 1867.28,988.537 1890.1,1003.89 1877.04,1026.88 1849.7,982.578 1890.38,982.598 1900.99,989.545 1873.03,986.939 1903.34,987.403 1876.54,994.261 1888.04,970.987 1868.77,997.44 1895.98,1011.19 1889.12,1002.52 1893.88,1002.1 1861.44,988.302 1919.55,989.11 1913.97,978.525 1918.76,937.91 1923.91,941.059 1872.15,948.794 1880.34,932.61 1897.97,972.769 1886.3,961.996 1893.36,940.801 1882.94,952.24 1906.68,946.093 1869.92,919.464 1924.9,906.186 1926.37,897.868 1920.38,933.813 1876.87,926.354 1925.1,950.733 1921.83,941.133 1922.37,896.089 1903.39,924.665 1935.54,876.299 1935.32,911.252 1928.03,880.925 1927.76,929.774 1886.73,890.006 1938.52,889.944 1916.67,881.478 1936.39,868.915 1929.68,852.467 1891.5,903.223 1885.59,854.455 1883.74,844.208 1935.63,895.355 1928.84,883.094 1938.29,858.379 1943.95,867.865 1936.81,850.676 1918.39,871.502 1923.47,845.418 1907.88,845.805 1923.94,843.043 1908.22,812.022 1897.45,830.133 1928.21,864.283 1900.95,801.281 1935.88,802.065 1940.85,856.047 1904.02,796.84 1955.02,810.022 1925.1,829.303 1893.66,782.47 1953.23,822.029 1945.15,823.758 1904.66,790.525 1938.67,801.1 1922.57,788.354 1903.01,819.464 1896.85,817.504 1902.16,756.227 1936.26,777.387 1948.86,774.106 1915.24,786.884 1943.72,787.342 1934.26,784.227 1952.01,776.262 \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 4. Run this cell - also use (shift) + L to toggle display of line numbers\n",
    "using Plots\n",
    "noise() = 0.1*rand() - 0.05\n",
    "plot([(cos(θ)+noise(),sin(θ)+noise()) for θ in 0:0.005:2π], aspectratio = 1, label = false)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "5. Explore the Kernel menu. Restart the Kernel. and run the code above again."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "6. Sometimes you want to interrupt the kernel - try to do it for this piece of code:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "function get_stuck()\n",
    "    s = 0 \n",
    "    while true\n",
    "        s = s+1\n",
    "        if s % 10^8 == 0 \n",
    "#            print(\".\");flush(stdout)\n",
    "        end\n",
    "    end\n",
    "end\n",
    "get_stuck()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "7. Now comment out line number 6 (the one with print and flush), run the code and try to interrupt it again. You'll see it is harder."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.11.1",
   "language": "julia",
   "name": "julia-1.11"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}