ashtonsix/lending.ipynb

## lending.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
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   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "882 data points (counties)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ZIP</th>\n",
       "      <th>COUNTY</th>\n",
       "      <th>WA_MALE</th>\n",
       "      <th>WA_FEMALE</th>\n",
       "      <th>BA_MALE</th>\n",
       "      <th>BA_FEMALE</th>\n",
       "      <th>IA_MALE</th>\n",
       "      <th>IA_FEMALE</th>\n",
       "      <th>AA_MALE</th>\n",
       "      <th>AA_FEMALE</th>\n",
       "      <th>...</th>\n",
       "      <th>STATUS_DEFAULT</th>\n",
       "      <th>STATUS_FULLY_PAID</th>\n",
       "      <th>STATUS_IN_GRACE_PERIOD</th>\n",
       "      <th>STATUS_LATE_1</th>\n",
       "      <th>STATUS_LATE_2</th>\n",
       "      <th>ACCEPTED_COUNT</th>\n",
       "      <th>REJECT_COUNT</th>\n",
       "      <th>SUCCESS_RATE</th>\n",
       "      <th>ACCEPT_RATE</th>\n",
       "      <th>BIAS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>171</td>\n",
       "      <td>42043</td>\n",
       "      <td>0.358433</td>\n",
       "      <td>0.377785</td>\n",
       "      <td>0.089771</td>\n",
       "      <td>0.097838</td>\n",
       "      <td>0.001788</td>\n",
       "      <td>0.001971</td>\n",
       "      <td>0.019382</td>\n",
       "      <td>0.021239</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>54</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>194</td>\n",
       "      <td>1609</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.107598</td>\n",
       "      <td>-0.007967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406</th>\n",
       "      <td>440</td>\n",
       "      <td>39007</td>\n",
       "      <td>0.463480</td>\n",
       "      <td>0.470101</td>\n",
       "      <td>0.025235</td>\n",
       "      <td>0.012389</td>\n",
       "      <td>0.001724</td>\n",
       "      <td>0.001227</td>\n",
       "      <td>0.001825</td>\n",
       "      <td>0.002687</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>347</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>32</td>\n",
       "      <td>1143</td>\n",
       "      <td>6994</td>\n",
       "      <td>0.732068</td>\n",
       "      <td>0.140469</td>\n",
       "      <td>0.019078</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>513</th>\n",
       "      <td>571</td>\n",
       "      <td>46083</td>\n",
       "      <td>0.470662</td>\n",
       "      <td>0.480785</td>\n",
       "      <td>0.007455</td>\n",
       "      <td>0.005733</td>\n",
       "      <td>0.003179</td>\n",
       "      <td>0.002763</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>0.006585</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>208</td>\n",
       "      <td>1450</td>\n",
       "      <td>0.673077</td>\n",
       "      <td>0.125452</td>\n",
       "      <td>0.009316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>122</td>\n",
       "      <td>36001</td>\n",
       "      <td>0.373442</td>\n",
       "      <td>0.396269</td>\n",
       "      <td>0.067454</td>\n",
       "      <td>0.071889</td>\n",
       "      <td>0.001545</td>\n",
       "      <td>0.001558</td>\n",
       "      <td>0.028732</td>\n",
       "      <td>0.032529</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>57</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>221</td>\n",
       "      <td>1533</td>\n",
       "      <td>0.662791</td>\n",
       "      <td>0.125998</td>\n",
       "      <td>0.010778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>649</td>\n",
       "      <td>29095</td>\n",
       "      <td>0.344948</td>\n",
       "      <td>0.358414</td>\n",
       "      <td>0.111234</td>\n",
       "      <td>0.128384</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>0.003080</td>\n",
       "      <td>0.008955</td>\n",
       "      <td>0.009630</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.110494</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>782</td>\n",
       "      <td>48013</td>\n",
       "      <td>0.474781</td>\n",
       "      <td>0.479756</td>\n",
       "      <td>0.007453</td>\n",
       "      <td>0.006896</td>\n",
       "      <td>0.006813</td>\n",
       "      <td>0.005946</td>\n",
       "      <td>0.003180</td>\n",
       "      <td>0.003159</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>559</td>\n",
       "      <td>16</td>\n",
       "      <td>10</td>\n",
       "      <td>35</td>\n",
       "      <td>1850</td>\n",
       "      <td>18095</td>\n",
       "      <td>0.714834</td>\n",
       "      <td>0.092755</td>\n",
       "      <td>-0.027101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>815</th>\n",
       "      <td>923</td>\n",
       "      <td>06027</td>\n",
       "      <td>0.407448</td>\n",
       "      <td>0.404436</td>\n",
       "      <td>0.006353</td>\n",
       "      <td>0.003341</td>\n",
       "      <td>0.061281</td>\n",
       "      <td>0.067470</td>\n",
       "      <td>0.007612</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>582</td>\n",
       "      <td>13</td>\n",
       "      <td>8</td>\n",
       "      <td>32</td>\n",
       "      <td>1656</td>\n",
       "      <td>12814</td>\n",
       "      <td>0.721190</td>\n",
       "      <td>0.114444</td>\n",
       "      <td>-0.005979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>833</th>\n",
       "      <td>944</td>\n",
       "      <td>06081</td>\n",
       "      <td>0.310083</td>\n",
       "      <td>0.308678</td>\n",
       "      <td>0.015116</td>\n",
       "      <td>0.014099</td>\n",
       "      <td>0.004367</td>\n",
       "      <td>0.004018</td>\n",
       "      <td>0.132599</td>\n",
       "      <td>0.150117</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>71</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>204</td>\n",
       "      <td>928</td>\n",
       "      <td>0.763441</td>\n",
       "      <td>0.180212</td>\n",
       "      <td>0.056025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>427</td>\n",
       "      <td>21001</td>\n",
       "      <td>0.468807</td>\n",
       "      <td>0.481474</td>\n",
       "      <td>0.016923</td>\n",
       "      <td>0.012719</td>\n",
       "      <td>0.001419</td>\n",
       "      <td>0.001524</td>\n",
       "      <td>0.001366</td>\n",
       "      <td>0.002207</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>129</td>\n",
       "      <td>1413</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.083658</td>\n",
       "      <td>-0.044900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>041</td>\n",
       "      <td>23005</td>\n",
       "      <td>0.449125</td>\n",
       "      <td>0.476745</td>\n",
       "      <td>0.016056</td>\n",
       "      <td>0.012973</td>\n",
       "      <td>0.001569</td>\n",
       "      <td>0.001786</td>\n",
       "      <td>0.009973</td>\n",
       "      <td>0.012856</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>49</td>\n",
       "      <td>295</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.142442</td>\n",
       "      <td>0.009059</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     ZIP COUNTY   WA_MALE  WA_FEMALE   BA_MALE  BA_FEMALE   IA_MALE  \\\n",
       "150  171  42043  0.358433   0.377785  0.089771   0.097838  0.001788   \n",
       "406  440  39007  0.463480   0.470101  0.025235   0.012389  0.001724   \n",
       "513  571  46083  0.470662   0.480785  0.007455   0.005733  0.003179   \n",
       "101  122  36001  0.373442   0.396269  0.067454   0.071889  0.001545   \n",
       "584  649  29095  0.344948   0.358414  0.111234   0.128384  0.003034   \n",
       "701  782  48013  0.474781   0.479756  0.007453   0.006896  0.006813   \n",
       "815  923  06027  0.407448   0.404436  0.006353   0.003341  0.061281   \n",
       "833  944  06081  0.310083   0.308678  0.015116   0.014099  0.004367   \n",
       "395  427  21001  0.468807   0.481474  0.016923   0.012719  0.001419   \n",
       "31   041  23005  0.449125   0.476745  0.016056   0.012973  0.001569   \n",
       "\n",
       "     IA_FEMALE   AA_MALE  AA_FEMALE    ...     STATUS_DEFAULT  \\\n",
       "150   0.001971  0.019382   0.021239    ...                  0   \n",
       "406   0.001227  0.001825   0.002687    ...                  0   \n",
       "513   0.002763  0.006717   0.006585    ...                  0   \n",
       "101   0.001558  0.028732   0.032529    ...                  0   \n",
       "584   0.003080  0.008955   0.009630    ...                  0   \n",
       "701   0.005946  0.003180   0.003159    ...                  0   \n",
       "815   0.067470  0.007612   0.009091    ...                  0   \n",
       "833   0.004018  0.132599   0.150117    ...                  0   \n",
       "395   0.001524  0.001366   0.002207    ...                  0   \n",
       "31    0.001786  0.009973   0.012856    ...                  0   \n",
       "\n",
       "     STATUS_FULLY_PAID  STATUS_IN_GRACE_PERIOD  STATUS_LATE_1  STATUS_LATE_2  \\\n",
       "150                 54                       6              2              3   \n",
       "406                347                      12              2             32   \n",
       "513                 70                       2              3              1   \n",
       "101                 57                       2              0              5   \n",
       "584                  0                       0              0              0   \n",
       "701                559                      16             10             35   \n",
       "815                582                      13              8             32   \n",
       "833                 71                       1              0              3   \n",
       "395                 39                       0              0              4   \n",
       "31                  13                       2              0              1   \n",
       "\n",
       "     ACCEPTED_COUNT  REJECT_COUNT  SUCCESS_RATE  ACCEPT_RATE      BIAS  \n",
       "150             194          1609      0.666667     0.107598 -0.007967  \n",
       "406            1143          6994      0.732068     0.140469  0.019078  \n",
       "513             208          1450      0.673077     0.125452  0.009316  \n",
       "101             221          1533      0.662791     0.125998  0.010778  \n",
       "584               1             5      0.000000     0.166667  0.110494  \n",
       "701            1850         18095      0.714834     0.092755 -0.027101  \n",
       "815            1656         12814      0.721190     0.114444 -0.005979  \n",
       "833             204           928      0.763441     0.180212  0.056025  \n",
       "395             129          1413      0.812500     0.083658 -0.044900  \n",
       "31               49           295      0.866667     0.142442  0.009059  \n",
       "\n",
       "[10 rows x 46 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import re\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from IPython.display import display, SVG\n",
    "from sklearn.linear_model import LinearRegression\n",
    "\n",
    "\n",
    "df = pd.read_csv('./data/stats.csv', dtype={'ZIP': str, 'COUNTY': str})\n",
    "\n",
    "df['SUCCESS_RATE'] = df['STATUS_FULLY_PAID'] / (df['STATUS_FULLY_PAID'] + df['STATUS_CHARGED_OFF'])\n",
    "df['ACCEPT_RATE'] = df['ACCEPTED_COUNT'] / (df['ACCEPTED_COUNT'] + df['REJECT_COUNT'])\n",
    "\n",
    "df = df.fillna(0)\n",
    "df = df.replace(np.inf, np.nan)\n",
    "df = df.fillna(df['SUCCESS_RATE'].max())\n",
    "\n",
    "###\n",
    "\n",
    "X = df['SUCCESS_RATE'].to_frame()\n",
    "y = df['ACCEPT_RATE']\n",
    "\n",
    "est_succ_to_accept = LinearRegression().fit(X.values, y.values)\n",
    "\n",
    "###\n",
    "\n",
    "df['BIAS'] = y - pd.Series(est_succ_to_accept.predict(X.values))\n",
    "\n",
    "print str(len(df)) + ' data points (counties)'\n",
    "df.sample(10, random_state=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
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    "scrolled": false
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   "outputs": [
    {
     "data": {
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rrZIkSdLi43M0JUmSJEmdstCUJEmSJHXKrrOSJElLxFJ6FMpSilVS9yw05aNP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\nSZIkSWqVFU1JkiRJUqv+HzrDzkcfv6IEAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x4ecad30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def add_subplot(field, subplot):\n",
    "    plt.subplot(subplot)\n",
    "    plt.title(field)\n",
    "    df[field].plot.hist(bins=100)\n",
    "\n",
    "plt.figure(1)\n",
    "add_subplot('ACCEPTED_COUNT', 221)\n",
    "add_subplot('REJECT_COUNT', 222)\n",
    "add_subplot('SUCCESS_RATE', 223)\n",
    "add_subplot('ACCEPT_RATE', 224)\n",
    "\n",
    "plt.subplots_adjust(top=1.4, bottom=0, left=0, right=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "correlation: 0.315350\n",
      "p-value:     0.000000\n"
     ]
    },
    {
     "data": {
      "image/png": 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WHjWb8wkAUBWVZwAAdDAanU+tlJnI5XTBKS/TWauObctjUc80S79paxM5p97C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\nJEmSJNXx/wFpEsO6mVHQVQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x4e37f98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from scipy.stats import pearsonr\n",
    "\n",
    "correlation, p_value = pearsonr(df['SUCCESS_RATE'], df['ACCEPT_RATE'])\n",
    "print 'correlation: %f' % correlation\n",
    "print 'p-value:     %f' % p_value\n",
    "\n",
    "###\n",
    "\n",
    "values = pd.Series(np.arange(0, 8, 0.01)).to_frame()\n",
    "\n",
    "prediction = est_succ_to_accept.predict(values.values)\n",
    "trend_line = pd.DataFrame({'SUCCESS_RATE': values[0], 'ACCEPT_RATE': prediction})\n",
    "\n",
    "###\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(20, 10))\n",
    "\n",
    "df.plot.scatter(x='SUCCESS_RATE', y='ACCEPT_RATE', ax=ax)\n",
    "trend_line.plot.line(x='SUCCESS_RATE', y='ACCEPT_RATE', ax=ax, color='k', linewidth=2)\n",
    "\n",
    "ax.set_xlim([0.45, 1.05])\n",
    "ax.set_ylim([0, 0.25])\n",
    "\n",
    "x_ticks = ax.get_xticks()\n",
    "y_ticks = ax.get_yticks()\n",
    "ax.set_xticklabels(['{:3.2f}%'.format(k*100) for k in x_ticks])\n",
    "ax.set_yticklabels(['{:3.2f}%'.format(k*100) for k in y_ticks])\n",
    "ax.set_ylabel('Accept Rate (%)')\n",
    "ax.set_xlabel('Success Rate (%)')\n",
    "ax.legend_.remove()\n",
    "\n",
    "for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] + ax.get_xticklabels() + ax.get_yticklabels()):\n",
    "    item.set_fontsize(18)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0xf19e0b8>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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SbIuXK5T5XdISwnfEwK3q+aQEoIua7LuV2Krvpxv1vAS4seK+q36WVevYtJ6S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\nhs3Mus1dQB0iaSawBWldmk3yc3dERL8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      "text/plain": [
       "<matplotlib.figure.Figure at 0xcf28cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "demographics = [\n",
    "  'WA_MALE', 'WA_FEMALE', 'BA_MALE', 'BA_FEMALE',\n",
    "  'IA_MALE', 'IA_FEMALE', 'AA_MALE', 'AA_FEMALE',\n",
    "  'NA_MALE', 'NA_FEMALE', 'H_MALE', 'H_FEMALE',\n",
    "  'TOM_MALE', 'TOM_FEMALE',\n",
    "  'AGE_1', 'AGE_2', 'AGE_3', 'AGE_4', 'AGE_5', 'AGE_6',\n",
    "  'AGE_7', 'AGE_8', 'AGE_9', 'AGE_10', 'AGE_11', 'AGE_12',\n",
    "  'AGE_13', 'AGE_14', 'AGE_15', 'AGE_16', 'AGE_17', 'AGE_18',\n",
    "]\n",
    "\n",
    "descriptions = [\n",
    "  'white male', 'white female', 'black male', 'black female',\n",
    "  'american indian male', 'american indian female', 'asian male', 'asian female',\n",
    "  'hawaiian male', 'hawaiian female', 'hispanic male', 'hispanic female',\n",
    "  '2+ races male', '2+ races female',\n",
    "  '0 to 4', '5 to 9', '10 to 14', '15 to 19', '20 to 24', '25 to 29',\n",
    "  '30 to 34', '35 to 39', '40 to 44', '45 to 49', '50 to 54', '55 to 59',\n",
    "  '60 to 64', '65 to 69', '70 to 74', '75 to 79', '80 to 84', '85+',\n",
    "]\n",
    "\n",
    "correlations = []\n",
    "p_values = []\n",
    "\n",
    "for dem in demographics:\n",
    "    correlation, p_value = pearsonr(df[dem], df['BIAS'])\n",
    "    correlations.append(correlation)\n",
    "    p_values.append(p_value)\n",
    "\n",
    "stats = pd.DataFrame(\n",
    "    zip(descriptions, correlations, p_values),\n",
    "    columns=['demographic', 'correlation', 'p-value']\n",
    ")\n",
    "stats.plot.bar(x='demographic', y='correlation')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\me\\Anaconda2\\lib\\site-packages\\ipykernel\\__main__.py:18: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n"
     ]
    },
    {
     "data": {
      "image/png": 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qfmutm621/lr196vPV2efwF4BAAAA4IQ57Iqy6oHV+Wut86pm5jPVRdXT11pv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\n067Nqt09Z4xT0HwFZfh4U+wJfAd4H2U0WQLbVkcvSZk23BR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GOU861pNbIjP/f3t3GiVp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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xcec9a90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df['WEIGHT'] = df['STATUS_FULLY_PAID'] + df['STATUS_CHARGED_OFF']\n",
    "\n",
    "count = len(df)\n",
    "\n",
    "def weighted_avg(df, val='BIAS', weight='WEIGHT'):\n",
    "    return (df[val] * df[weight]).sum() / df[weight].sum()\n",
    "\n",
    "def get_avg(dem):\n",
    "    df_ = df.sort_values(dem)\n",
    "    lo = df_.iloc[:count/4]\n",
    "    hi = df_.iloc[count/4*3:]\n",
    "    return weighted_avg(hi) - weighted_avg(lo)\n",
    "\n",
    "stats['bias'] = pd.Series([get_avg(k) for k in demographics])\n",
    "\n",
    "###\n",
    "\n",
    "bias_stats = stats.iloc[:14][stats['p-value'] < 0.003].append(stats.iloc[18:])\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(20, 10))\n",
    "bias_stats.plot.bar(x='demographic', y='bias', ax=ax)\n",
    "\n",
    "ax.set_ylim([-0.02, 0.03])\n",
    "y_ticks = ax.get_yticks()\n",
    "ax.set_yticklabels(['{:3.2f}%'.format(k*100) for k in y_ticks])\n",
    "ax.set_ylabel('Bias (%)')\n",
    "ax.set_xlabel('Demographic')\n",
    "ax.legend_.remove()\n",
    "\n",
    "for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] + ax.get_xticklabels() + ax.get_yticklabels()):\n",
    "    item.set_fontsize(18)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"627.07098\" id=\"svg2\" inkscape:version=\"0.91 r13725\" sodipodi:docname=\"Usa_counties_large.svg\" version=\"1.0\" width=\"989.97772\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:inkscape=\"http://www.inkscape.org/namespaces/inkscape\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\" xmlns:sodipodi=\"http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd\" xmlns:svg=\"http://www.w3.org/2000/svg\">\n",
       "  <sodipodi:namedview bordercolor=\"#666666\" borderopacity=\"1\" gridtolerance=\"10\" guidetolerance=\"10\" id=\"namedview3151\" inkscape:current-layer=\"svg2\" inkscape:cx=\"494.98886\" inkscape:cy=\"313.53549\" inkscape:pageopacity=\"0\" inkscape:pageshadow=\"2\" inkscape:window-height=\"837\" inkscape:window-maximized=\"1\" inkscape:window-width=\"1600\" inkscape:window-x=\"-8\" inkscape:window-y=\"-8\" inkscape:zoom=\"1.0652701\" objecttolerance=\"10\" pagecolor=\"#ffffff\" showgrid=\"false\" showguides=\"true\"/>\n",
       "  <metadata id=\"metadata7\">\n",
       "    <rdf:RDF>\n",
       "      <cc:Work rdf:about=\"\">\n",
       "        <dc:format>image/svg+xml</dc:format>\n",
       "        <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "        <dc:title>Map of Counties in the USA</dc:title>\n",
       "        <cc:license rdf:resource=\"http://creativecommons.org/licenses/publicdomain/\"/>\n",
       "        <dc:date>2013-01-30</dc:date>\n",
       "        <dc:creator>\n",
       "          <cc:Agent>\n",
       "            <dc:title>U.S. Census Bureau, Abe.suleiman, Lokal_Profil</dc:title>\n",
       "          </cc:Agent>\n",
       "        </dc:creator>\n",
       "        <dc:source>https://commons.wikimedia.org/wiki/File:Usa_counties_large.svg</dc:source>\n",
       "      </cc:Work>\n",
       "      <cc:License rdf:about=\"http://creativecommons.org/licenses/publicdomain/\">\n",
       "        <cc:permits rdf:resource=\"http://creativecommons.org/ns#Reproduction\"/>\n",
       "        <cc:permits rdf:resource=\"http://creativecommons.org/ns#Distribution\"/>\n",
       "        <cc:permits rdf:resource=\"http://creativecommons.org/ns#DerivativeWorks\"/>\n",
       "      </cc:License>\n",
       "    </rdf:RDF>\n",
       "  </metadata>\n",
       "  <defs id=\"defs1930\"/>\n",
       "  <style id=\"style_css_sheet\" type=\"text/css\">\n",
       "  /*\n",
       "   * Below are Cascading Style Sheet (CSS) definitions in use in this file,\n",
       "   * which allow easily changing how counties are displayed.\n",
       "   *\n",
       "   *\n",
       "   * For the U.S. Census county codes (FIPS codes) used in this file to identify individual counties, see this link: \n",
       "   *  https://www2.census.gov/geo/docs/reference/codes/files/national_county.txt\n",
       "   * \n",
       "   * The county codes used in this file combine the 2-digit state code, which is in the second column of the file \n",
       "   * linked above, and the 3-digit county code, which is in the third column of the file linked above. Each value\n",
       "   * for the &quot;class&quot; attribute for each county is in the following form: &quot;c[state_code][county-code]&quot;. For example,\n",
       "   * for Loving Country in Texas, the state code is &quot;48&quot; and the county code is &quot;301&quot;, so the class name for the\n",
       "   * county is &quot;c48301&quot;.\n",
       "   * \n",
       "   * County codes used in this file can also be found on Wikimedia Commons at this link:\n",
       "   *  https://commons.wikimedia.org/wiki/File_talk:Usa_counties_large.svg/county_codes\n",
       "   *\n",
       "   * Examples:\n",
       "   *\n",
       "   * To color two counties red (in this case Loving County and Dallas County in Texas) simply \n",
       "   * go to the CSS insertion point and add:\n",
       "   * \n",
       "   *  .c48301, .c48113 {fill:red}\n",
       "   *\n",
       "   * To color an entire state's counties (in the case New Mexico, with &quot;35&quot; being the state code) a green, \n",
       "   * go to the CSS insertion point and add:\n",
       "   *  \n",
       "   *  path[class*='c35'] {fill:#34A853}\n",
       "   *\n",
       "   */\n",
       "  \n",
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       ".c47001 {fill: hsl(210, 100%, 95%)}\n",
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       ".c21001 {fill: hsl(0, 100%, 60%)}\n",
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       ".c39021 {fill: hsl(210, 100%, 83%)}\n",
       ".c39023 {fill: hsl(210, 100%, 89%)}\n",
       ".c39041 {fill: hsl(210, 100%, 94%)}\n",
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       ".c39039 {fill: hsl(210, 100%, 89%)}\n",
       ".c39095 {fill: hsl(0, 100%, 88%)}\n",
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       ".c39031 {fill: hsl(210, 100%, 85%)}\n",
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       ".c39035 {fill: hsl(0, 100%, 95%)}\n",
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       ".c39103 {fill: hsl(0, 100%, 84%)}\n",
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       ".c39099 {fill: hsl(0, 100%, 75%)}\n",
       ".c39005 {fill: hsl(210, 100%, 98%)}\n",
       ".c39019 {fill: hsl(0, 100%, 88%)}\n",
       ".c39005 {fill: hsl(0, 100%, 84%)}\n",
       ".c39005 {fill: hsl(210, 100%, 93%)}\n",
       ".c39017 {fill: hsl(210, 100%, 88%)}\n",
       ".c39001 {fill: hsl(210, 100%, 91%)}\n",
       ".c21015 {fill: hsl(210, 100%, 91%)}\n",
       ".c39011 {fill: hsl(0, 100%, 91%)}\n",
       ".c39057 {fill: hsl(0, 100%, 86%)}\n",
       ".c39021 {fill: hsl(0, 100%, 76%)}\n",
       ".c39001 {fill: hsl(0, 100%, 78%)}\n",
       ".c39009 {fill: hsl(0, 100%, 84%)}\n",
       ".c39003 {fill: hsl(210, 100%, 99%)}\n",
       ".c18011 {fill: hsl(210, 100%, 82%)}\n",
       ".c18005 {fill: hsl(210, 100%, 87%)}\n",
       ".c18011 {fill: hsl(0, 100%, 90%)}\n",
       ".c18073 {fill: hsl(210, 100%, 89%)}\n",
       ".c18089 {fill: hsl(0, 100%, 80%)}\n",
       ".c18039 {fill: hsl(0, 100%, 94%)}\n",
       ".c18141 {fill: hsl(0, 100%, 85%)}\n",
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       ".c18009 {fill: hsl(0, 100%, 84%)}\n",
       ".c18029 {fill: hsl(0, 100%, 85%)}\n",
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       ".c18005 {fill: hsl(210, 100%, 96%)}\n",
       ".c18025 {fill: hsl(210, 100%, 98%)}\n",
       ".c18051 {fill: hsl(210, 100%, 87%)}\n",
       ".c18051 {fill: hsl(0, 100%, 77%)}\n",
       ".c18021 {fill: hsl(0, 100%, 82%)}\n",
       ".c18007 {fill: hsl(210, 100%, 95%)}\n",
       ".c26087 {fill: hsl(210, 100%, 86%)}\n",
       ".c26075 {fill: hsl(210, 100%, 88%)}\n",
       ".c26099 {fill: hsl(0, 100%, 78%)}\n",
       ".c26087 {fill: hsl(210, 100%, 83%)}\n",
       ".c26049 {fill: hsl(210, 100%, 92%)}\n",
       ".c26049 {fill: hsl(0, 100%, 77%)}\n",
       ".c26011 {fill: hsl(0, 100%, 86%)}\n",
       ".c26001 {fill: hsl(0, 100%, 86%)}\n",
       ".c26015 {fill: hsl(210, 100%, 92%)}\n",
       ".c26037 {fill: hsl(0, 100%, 91%)}\n",
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       ".c26021 {fill: hsl(0, 100%, 91%)}\n",
       ".c26023 {fill: hsl(0, 100%, 95%)}\n",
       ".c26005 {fill: hsl(210, 100%, 92%)}\n",
       ".c26005 {fill: hsl(210, 100%, 94%)}\n",
       ".c26081 {fill: hsl(210, 100%, 98%)}\n",
       ".c26009 {fill: hsl(0, 100%, 91%)}\n",
       ".c26001 {fill: hsl(0, 100%, 82%)}\n",
       ".c26003 {fill: hsl(0, 100%, 93%)}\n",
       ".c26013 {fill: hsl(0, 100%, 94%)}\n",
       ".c19001 {fill: hsl(0, 100%, 52%)}\n",
       ".c19001 {fill: hsl(0, 100%, 85%)}\n",
       ".c19001 {fill: hsl(0, 100%, 50%)}\n",
       ".c19049 {fill: hsl(0, 100%, 71%)}\n",
       ".c19023 {fill: hsl(0, 100%, 69%)}\n",
       ".c19011 {fill: hsl(0, 100%, 60%)}\n",
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       ".c19153 {fill: hsl(210, 100%, 50%)}\n",
       ".c19021 {fill: hsl(0, 100%, 54%)}\n",
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       ".c19011 {fill: hsl(0, 100%, 75%)}\n",
       ".c19031 {fill: hsl(0, 100%, 78%)}\n",
       ".c55015 {fill: hsl(210, 100%, 82%)}\n",
       ".c55055 {fill: hsl(210, 100%, 85%)}\n",
       ".c55079 {fill: hsl(0, 100%, 83%)}\n",
       ".c55059 {fill: hsl(0, 100%, 86%)}\n",
       ".c55021 {fill: hsl(210, 100%, 90%)}\n",
       ".c55025 {fill: hsl(210, 100%, 90%)}\n",
       ".c55023 {fill: hsl(0, 100%, 84%)}\n",
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       ".c55005 {fill: hsl(210, 100%, 83%)}\n",
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       ".c55009 {fill: hsl(0, 100%, 89%)}\n",
       ".c55009 {fill: hsl(0, 100%, 84%)}\n",
       ".c55001 {fill: hsl(210, 100%, 97%)}\n",
       ".c55003 {fill: hsl(0, 100%, 83%)}\n",
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       ".c55005 {fill: hsl(0, 100%, 90%)}\n",
       ".c55003 {fill: hsl(0, 100%, 84%)}\n",
       ".c55001 {fill: hsl(210, 100%, 97%)}\n",
       ".c27001 {fill: hsl(210, 100%, 79%)}\n",
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       ".c27003 {fill: hsl(210, 100%, 75%)}\n",
       ".c27003 {fill: hsl(210, 100%, 79%)}\n",
       ".c27019 {fill: hsl(0, 100%, 96%)}\n",
       ".c27031 {fill: hsl(210, 100%, 83%)}\n",
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       ".c27017 {fill: hsl(210, 100%, 83%)}\n",
       ".c27039 {fill: hsl(210, 100%, 82%)}\n",
       ".c27013 {fill: hsl(210, 100%, 83%)}\n",
       ".c27033 {fill: hsl(210, 100%, 82%)}\n",
       ".c27011 {fill: hsl(210, 100%, 94%)}\n",
       ".c27001 {fill: hsl(210, 100%, 85%)}\n",
       ".c27001 {fill: hsl(210, 100%, 89%)}\n",
       ".c27005 {fill: hsl(210, 100%, 86%)}\n",
       ".c27007 {fill: hsl(210, 100%, 86%)}\n",
       ".c27007 {fill: hsl(210, 100%, 81%)}\n",
       ".c46009 {fill: hsl(210, 100%, 90%)}\n",
       ".c46083 {fill: hsl(210, 100%, 91%)}\n",
       ".c46011 {fill: hsl(210, 100%, 89%)}\n",
       ".c46003 {fill: hsl(0, 100%, 91%)}\n",
       ".c46013 {fill: hsl(210, 100%, 88%)}\n",
       ".c46007 {fill: hsl(210, 100%, 85%)}\n",
       ".c46021 {fill: hsl(0, 100%, 74%)}\n",
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       ".c38003 {fill: hsl(210, 100%, 90%)}\n",
       ".c38017 {fill: hsl(210, 100%, 84%)}\n",
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       ".c38001 {fill: hsl(210, 100%, 86%)}\n",
       ".c38009 {fill: hsl(210, 100%, 87%)}\n",
       ".c38023 {fill: hsl(0, 100%, 92%)}\n",
       ".c30003 {fill: hsl(0, 100%, 83%)}\n",
       ".c30111 {fill: hsl(210, 100%, 85%)}\n",
       ".c30019 {fill: hsl(210, 100%, 83%)}\n",
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       ".c30013 {fill: hsl(210, 100%, 91%)}\n",
       ".c30005 {fill: hsl(210, 100%, 88%)}\n",
       ".c30007 {fill: hsl(210, 100%, 84%)}\n",
       ".c30001 {fill: hsl(210, 100%, 98%)}\n",
       ".c30029 {fill: hsl(210, 100%, 94%)}\n",
       ".c30029 {fill: hsl(210, 100%, 88%)}\n",
       ".c17007 {fill: hsl(210, 100%, 82%)}\n",
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       ".c17031 {fill: hsl(210, 100%, 88%)}\n",
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       ".c17031 {fill: hsl(210, 100%, 88%)}\n",
       ".c17031 {fill: hsl(210, 100%, 86%)}\n",
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       ".c29069 {fill: hsl(0, 100%, 73%)}\n",
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       ".c31001 {fill: hsl(0, 100%, 82%)}\n",
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       ".c40009 {fill: hsl(0, 100%, 85%)}\n",
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       ".c40007 {fill: hsl(210, 100%, 86%)}\n",
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       ".c48085 {fill: hsl(210, 100%, 84%)}\n",
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       ".c48113 {fill: hsl(210, 100%, 91%)}\n",
       ".c48121 {fill: hsl(210, 100%, 94%)}\n",
       ".c48077 {fill: hsl(210, 100%, 83%)}\n",
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       "    <path class=\"c05061\" d=\"m 562.228,396.40014 0.0178,2.007 0.24961,1.767 1.99146,0.02 0.0481,4.044 -0.025,6.031 -2.3944,-0.01 -0.0321,0 -2.11983,-3.808 -0.0802,-0.234 -0.37084,-2.443 -0.13728,-1.1 -0.0571,-1.745 0.0731,-0.699 -0.2086,-0.1 -2.70818,0.03 -0.26386,-1.774 -0.0107,-1.993 6.02789,0\" id=\"Howard, AR\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c05113\" d=\"m 552.2885,387.82414 2.51769,-0.0604 0.071,0.74335 5.62496,0 1.66342,0.25 0,0.337 0.0624,7.297 -6.02789,0 0.0107,1.993 0.26386,1.774 -4.28245,0.13 0.0963,-12.464\" id=\"Polk, AR\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c05133\" d=\"m 556.47467,400.15814 2.70818,-0.03 0.2086,0.1 -0.0731,0.699 0.0571,1.746 0.13728,1.1 0.37084,2.442 0.0802,0.234 2.11983,3.808 -1.57427,-0.02 -4.99917,-1.48 -3.35893,-2.701 0.041,-5.761 4.28245,-0.13\" id=\"Sevier, AR\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c05081\" d=\"m 552.15121,406.04914 3.35893,2.701 4.99917,1.48 1.57427,0.02 0.0161,0 0.016,0 0.51238,1.93761 2.06031,1.26039 -4.11487,1.421 -0.4582,-0.378 -0.353,-0.144 -1.84884,-0.371 -1.06972,0.155 -0.27991,0.03 -0.0963,0.09 -1.84883,0.938 -1.02872,-0.561 -0.27991,-0.184 -0.7809,-0.499 -0.12658,-0.17 -0.1462,-0.335 -0.15154,-0.394 0.0463,-7.001\" id=\"Little River, AR\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c05091\" d=\"m 564.68836,413.45114 2.03068,2.908 -0.13549,1.478 1.31932,1.954 0,0.121 -0.31378,1.02 -1.43878,2.539 -0.13728,0.177 -0.1355,0.128 -0.22464,0.03 -1.07685,1.911 0.82725,1.359 -0.18542,0 -4.38586,0.1 -0.25852,-12.304 4.11487,-1.421\" id=\"Miller, AR\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c05073\" d=\"m 566.71904,416.35914 4.58198,0.03 -0.0279,0.71948 2.29396,-0.0545 -0.2086,0.266 -1.89697,4.051 -0.0232,5.585 -0.58835,0 -5.44666,0.121 -0.82725,-1.358 1.07685,-1.911 0.22464,-0.03 0.1355,-0.129 0.13728,-0.176 1.43878,-2.539 0.31378,-1.02 0,-0.121 -1.31932,-1.954 0.13549,-1.478\" id=\"Lafayette, AR\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c05027\" d=\"m 573.56705,417.04914 4.74956,-0.335 -7e-5,1.69239 2.68329,-0.0204 0.0713,8.307 -4.79592,0.13 -4.83693,0.128 0.0232,-5.586 1.89697,-4.05 0.2086,-0.266\" id=\"Columbia, AR\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c05139\" d=\"m 580.99983,418.38614 7.86781,-0.04 0.27278,0.07 1.42986,0.771 0.17829,0.715 -0.0267,0.06 0.57944,0.449 0.36905,0.02 0.83617,-0.176 0.56338,-0.491 -0.0499,0.147 0.0499,0.247 2.50493,1.295 1.68838,1.283 1.46196,3.522 -12.59241,0.338 -5.06157,0.1 -0.0713,-8.307\" id=\"Union, AR\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04015\" d=\"m 196.1531,304.30414 20.63493,3.84 6.44508,1.143 -1.76861,3.839 -1.1963,3.022 -0.0802,0.217 -0.94849,2.972 -0.0481,0.298 0,0.369 0.21751,0.676 0.19968,0.322 -0.25673,1.5 -0.21751,0.396 -0.58656,0.69 -0.23356,0.194 -0.27278,0.09 -4.29137,1.279 -0.79516,0.169 -0.80407,0.09 -0.15155,-0.05 -1.07685,0.137 -1.95224,0.747 -2.78128,1.24 -1.28545,2.626 -2.10557,10.157 -5.06156,27.531 -0.41898,0.36 -0.15154,0.07 -0.20147,0.03 -5.30154,-0.6705 -1.51972,1.0485 -7.40069,-3.327 -0.8843,-1.545 -1.02159,-1.138 -1.17313,-1.407 -1.18739,-4.999 -0.0642,-0.925 -1.27832,-2.008 -1.01267,-2.635 -0.0161,-0.121 0.0321,-0.321 0.57765,-2.557 1.72047,-2.875 0.16758,-0.548 0.0981,-0.458 0.0232,-0.513 0.12837,-2.805 -0.025,-0.675 -0.16759,-1.348 -0.24069,-2.844 0.22464,-4.027 0.49742,-6.588 0.23356,-2.25 0.016,-0.146 0.24961,-0.225 0.18363,-0.1 2.05743,-0.483 1.12678,0 1.05902,0.217 2.33913,0.69 0.2496,0.234 0.54556,0.772 0.22464,0.563 0.0321,0.176 0.009,0.05 0.0161,0.192 0.12837,0.385 0.4261,0.676 0.16046,0.168 0.23356,0.178 0.0963,0.02 0.36192,0.04 1.11608,0.02 0.016,0 0.0642,-0.04 0.0321,-0.02 0.2496,-0.282 2.33021,-3.148 0.77912,-4.042 0.44215,-2.316 0.73098,-4.172 0.0891,-0.462 0.72206,-3.786 0.69176,-3.584\" id=\"Mohave, AZ\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c04012\" d=\"m 182.74235,365.31014 7.40069,3.327 1.51972,-1.0485 5.30154,0.6705 0.20147,-0.03 0.15154,-0.07 0.41898,-0.36 -1.34251,7.247 -2.60299,14.126 -11.72415,-2.209 0.37797,-1.977 -5.8175,-1.093 -1.92907,9.827 -1.94333,-0.328 -2.76523,-0.547 -1.67233,-0.28 -0.312,-0.138 -0.88609,-0.62 -0.40115,-1.068 -0.0143,-0.04 1.13212,-6.975 1.92729,-0.476 2.31416,-2.731 0.74881,-2.603 0.54555,-2.724 0.10519,-0.747 0.49029,-1.76 0.53843,-0.933 1.7276,-2.442 2.36943,-0.908 1.6242,-0.666 2.41044,-1.391 0.041,-0.03 0.0642,-0.997\" id=\"La Paz, AZ\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c04003\" d=\"m 270.38467,423.76914 1.27119,0.167 -3.49621,24.959 -7.31155,-1.059 -20.05016,-2.942 1.5511,-9.03 2.4354,-15.857 5.37535,0.836 14.1346,2.041 6.09028,0.885\" id=\"Cochise, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04023\" d=\"m 223.58612,440.00714 0.353,-2.168 3.92232,0.626 0.73989,-4.644 5.97083,0.82 7.77688,1.223 -1.5511,9.03 -10.0126,-1.551 -2.32129,-0.539 -4.87793,-2.797\" id=\"Santa Cruz, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04019\" d=\"m 211.64624,412.76114 7.7947,1.316 4.27354,0.845 7.22419,1.18 0.6347,0.09 3.01305,0.307 5.97975,0.829 4.53027,0.699 -0.312,1.975 -2.4354,15.857 -7.77688,-1.223 -5.97083,-0.82 -0.73989,4.644 -3.92232,-0.626 -0.353,2.168 -0.92353,-0.528 -2.93282,-1.697 -23.19871,-13.379 -4.64437,-2.642 -3.69767,-2.219 1.94511,-10.576 21.51211,3.795\" id=\"Pima, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04011\" d=\"m 267.08279,394.71314 0.40115,-0.804 0.15333,-0.13 2.63508,-1.517 5.67487,0.77 -4.29136,30.904 -1.27119,-0.167 -1.81496,-2.653 0.0392,-0.312 0.41897,-0.908 0.25674,-1.158 0,-1.045 -0.43324,-1.687 -1.03763,-2.3 -0.28882,-0.05 -2.32308,-5.811 1.88092,-13.129\" id=\"Greenlee, AZ\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c04001\" d=\"m 286.17555,319.20214 -3.17351,22.867 -4.50888,32.626 -2.54594,18.337 -5.67487,-0.77 -2.63508,1.517 -0.15333,0.13 -0.40115,0.804 -2.81158,1.188 -1.88093,1.173 -1.92193,-0.433 -1.14104,-1.068 0.56339,-3.803 0.69888,-0.915 1.51901,-8.629 2.42648,-16.01 1.59924,-10.066 0.95562,-5.015 0.48315,-3.309 -3.18955,-0.475 4.53919,-30.601 17.25283,2.452\" id=\"Apache, AZ\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c04021\" d=\"m 237.31956,394.57614 0.3851,1.487 0.42611,1.854 0.16759,1.858 2.14657,6.547 0.0571,0.03 0.28882,0 1.10895,-1.091 0.0481,-0.161 -0.11232,-0.451 0.0232,-0.103 1.9772,-1.366 3.38389,-0.644 0.29596,0 -0.73098,4.709 -1.25336,8.283 -0.39401,2.532 -0.041,0 -4.53027,-0.699 -5.97975,-0.829 -3.01305,-0.307 -0.6347,-0.09 -7.22419,-1.181 -4.27354,-0.845 -7.7947,-1.315 0.68284,-3.957 2.24106,-12.872 0.17651,-0.995 0.0802,0.04 1.70442,2.106 2.09665,0.529 2.59586,0.46 4.88507,0.78 0.62044,-3.957 0.40114,-1.975 6.21152,1.047 3.97758,0.609\" id=\"Pinal, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04027\" d=\"m 193.79079,389.16714 -3.65666,19.799 -1.94511,10.576 -0.32092,-0.2 -25.85875,-15.541 0.63649,-2.766 0.0553,-0.09 0.16759,-0.06 0.32983,0.07 0.82012,-0.756 0.77911,-1.132 2.01821,0.152 2.66718,-1.655 0.83438,-1.173 0,0 0.16937,-0.587 0.18542,-1.511 -0.57052,-1.332 -0.0553,-0.06 -0.0571,-0.07 2.76523,0.548 1.94333,0.328 1.92907,-9.827 5.8175,1.093 -0.37797,1.977 11.72415,2.209\" id=\"Yuma, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c04013\" d=\"m 196.39378,375.04114 11.00031,1.976 8.285,4.211 0.75593,-0.458 1.14104,-1.437 0.0802,-0.316 0.77911,-1.189 0.27278,0.08 7.70557,2.394 4.33237,0.724 0.55447,-0.06 0.3851,0.177 0.0481,0.08 0.11411,0.344 0.24781,4.083 2.8205,4.482 0.47425,-0.4 0.5616,-0.321 1.36746,5.167 -3.97758,-0.61 -6.21152,-1.046 -0.40114,1.975 -0.62044,3.956 -4.88507,-0.779 -2.59586,-0.46 -2.09665,-0.529 -1.70442,-2.106 -0.0802,-0.04 -0.17651,0.995 -2.24106,12.872 -0.68284,3.956 -21.51211,-3.795 6.25965,-33.925\" id=\"Maricopa, AZ\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c04025\" d=\"m 202.79785,340.26314 0.26565,-0.02 0.28883,0.04 0.71671,0.16 1.56714,0.845 3.1646,3.247 9.08015,5.721 1.6866,1.929 -0.67393,4.001 5.2559,0.884 0.6347,0.06 4.41974,0.627 -0.54734,3.174 0.0571,0.9 3.23769,0.571 0.74702,0.128 -0.61687,3.76 -0.68462,3.771 -0.10341,0.754 -0.0321,0.03 -0.45998,0.323 -1.4049,0.415 -0.26565,0.107 -1.32467,3.229 -0.66145,1.694 -0.007,0.06 0.12124,0.218 3.94549,0.667 0.29596,0.577 0.10519,0.394 0,1.149 -0.85935,1.344 -4.33237,-0.724 -7.70557,-2.394 -0.27278,-0.08 -0.77911,1.189 -0.0802,0.315 -1.14104,1.437 -0.75593,0.459 -8.285,-4.211 -11.00031,-1.976 1.34251,-7.247 5.06156,-27.531\" id=\"Yavapai, AZ\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c06015\" d=\"m 50.323251,148.95214 6.332754,1.993 4.974207,1.375 -0.547341,0.914 -0.754154,0.983 -1.165997,0.112 -1.631326,1.453 -1.301495,6.019 0.153327,0.531 0.153327,1.478 -0.09806,0.282 -0.802292,0.931 -0.443934,0.306 -0.939573,-0.274 -0.666793,-0.892 0.354791,-1.189 -1.880928,-0.611 -2.955998,-0.867 0.287042,-1.92 0.06418,-1.31 0.02496,-2.571 -0.0071,-0.218 -0.04101,-0.273 -0.08914,-0.297 0.394015,-3.785 0.586564,-2.17\" id=\"Del Norte, CA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c08017\" d=\"m 416.11824,284.62614 -0.49029,8.084 -0.12837,1.902 -5.682,-0.376 -4.39478,-0.248 -8.01935,-0.622 -1.96828,-0.09 0.91639,-9.811 1.97542,0.1 5.92983,0.449 3.81712,0.2 2.60477,0.08 5.43954,0.331\" id=\"Cheyenne, CO\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c08121\" d=\"m 388.56398,260.45414 4.07386,0.323 0.27456,-3.819 0.37619,-4.225 0.25673,-1.994 11.89353,0.842 -0.3851,1.995 -0.74881,8.059 -0.18363,3.136 -0.52238,6.899 -6.17943,-0.403 -9.69881,-0.768 0.84329,-10.045\" id=\"Washington, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08095\" d=\"m 418.54473,245.24114 -0.0802,1.207 -0.3851,5.955 -10.6473,-0.683 0.74702,-7.162 10.36561,0.683\" id=\"Phillips, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08115\" d=\"m 409.10443,238.74314 9.80222,0.656 -0.36192,5.842 -10.36561,-0.683 0.36905,-5.848 0.55626,0.03\" id=\"Sedgwick, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08075\" d=\"m 392.69489,237.53714 3.30188,0.255 12.5514,0.918 -0.36905,5.848 -0.74702,7.162 -1.99325,-0.139 -11.89353,-0.842 0.1722,-1.97612 -2.02816,-0.19488 0.35479,-4.12 0.1034,0 0.5313,-6.379 0.016,-0.539\" id=\"Logan, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c08087\" d=\"m 388.56398,260.45414 -7.7537,-0.643 1.08399,-12.077 5.62495,0.483 2.1858,0.223 1.98434,0.128 2.02816,0.19488 -0.1722,1.97612 -0.25673,1.994 -0.37619,4.225 -0.27456,3.819 -4.07386,-0.323\" id=\"Morgan, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c08009\" d=\"m 395.4833,315.80214 5.9227,0.426 12.73504,0.843 -0.3851,5.898 -0.58657,9.162 -5.69627,-0.401 -9.45099,-0.779 -2.30703,-0.178 -1.52614,-0.113 0.20146,-2.892 0.52238,-5.921 0.14442,0 0.4261,-6.053\" id=\"Baca, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08089\" d=\"m 390.76583,300.98414 -1.19631,14.368 -11.7812,-0.971 0.12837,-2.099 0.85934,-9.506 0.43502,0.169 1.69551,0.507 1.83992,0.433 3.81712,0.307 0.16257,-1.31677 1.91091,0.10377 0.312,-2.123 1.81675,0.128\" id=\"Otero, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c08025\" d=\"m 379.58902,294.09914 9.76299,0.939 -0.40293,5.818 -0.312,2.123 -1.91091,-0.10377 -0.16257,1.31677 -3.81712,-0.307 -1.83992,-0.433 -1.69551,-0.507 -0.43502,-0.169 0.81299,-8.677\" id=\"Crowley, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c08073\" d=\"m 397.4195,271.26714 -0.49742,6.47 -0.41898,3.689 -0.15154,2.042 -0.91639,9.811 -0.15333,2.016 -1.39064,-0.07 -3.77612,-0.289 -0.76307,0.103 -9.76299,-0.939 0.65075,-8.003 5.94587,0.538 0.57051,-6.01 0.83617,-10.141 0.12837,0.02 9.69881,0.768\" id=\"Lincoln, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08039\" d=\"m 380.23977,286.09614 0.57764,-5.989 -10.78279,-0.979 0.96453,-10.062 16.59317,1.417 -0.83617,10.141 -0.57051,6.01 -5.94587,-0.538\" id=\"Elbert, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08005\" d=\"m 367.42678,264.65914 1.48285,0.149 1.15708,0.114 4.61228,0.474 9.65068,0.762 3.72798,0.331 -0.33696,4.01 -0.12837,-0.02 -16.59317,-1.417 -6.807,-0.64 0.041,-1.288 0.0232,-0.199 0,-0.03 0.0178,0 2.94709,0.02 0.3227,-0.715 -0.12837,-1.197 0.0182,-0.199\" id=\"Arapahoe, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08123\" d=\"m 384.46695,236.86314 8.22794,0.674 -0.016,0.539 -0.5313,6.379 -0.1034,0 -0.35479,4.12 -1.98434,-0.128 -2.1858,-0.223 -5.62495,-0.483 -1.08399,12.077 -14.42691,-1.305 0.0705,-0.565 -0.73478,-0.07 -0.101,0.569 -0.5327,-0.04 0.52951,-6.051 0.16938,-2.01 1.92015,0.179 0.21572,-2.026 1.2391,-12.931 15.30772,1.296\" id=\"Weld, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08001\" d=\"m 365.97634,258.48814 14.83394,1.323 7.7537,0.643 -0.50633,6.035 -3.72798,-0.331 -9.65068,-0.762 -4.61228,-0.474 -1.15708,-0.114 -1.48061,-0.164 0.62854,-0.77599 1.93097,0.15431 0.3733,-1.22638 2.03,0.14629 0.41642,-1.75892 -2.13827,-0.15652 -1.57957,1.94186 -1.71911,0.36035 -2.76196,-0.11 0.27457,-2.837 0.53719,-0.255 0.16977,-1.21 0.31674,0.04\" id=\"Adams, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08031\" d=\"m 364.60934,263.21814 2.75413,0.128 1.72913,-0.36585 1.58958,-1.94736 2.12443,0.16652 -0.43771,1.72992 -2.00833,-0.14629 -0.37018,1.22438 -1.92941,-0.15531 -0.62698,0.77499 -0.0184,0.386 0.12837,1.197 -0.3227,0.715 -2.94709,-0.02 0.0713,-0.844 0.0321,-0.331 0.23177,-2.514\" id=\"Denver, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c08035\" d=\"m 364.19215,268.42614 6.807,0.64 -0.96453,10.062 -6.53244,-0.619 -5.20776,-0.497 5.89773,-9.586\" id=\"Douglas, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08041\" d=\"m 380.23977,286.09614 -0.65075,8.003 -15.79801,-1.352 0.27278,-3.004 0.19255,-1.397 0.18541,-1.41153 -2.06327,-0.28508 0.017,-1.3252 0.72426,0.0478 -0.10783,-0.82594 0.3851,-3.713 0.10519,-2.324 6.53244,0.619 10.78279,0.979 -0.57764,5.989\" id=\"El Paso, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c08119\" d=\"m 358.27124,278.01214 0.0232,0 5.20776,0.497 -0.10519,2.324 -0.3851,3.713 0.10784,0.82594 -0.72427,-0.0478 -0.017,1.3252 2.06327,0.28508 -0.18541,1.41153 -0.19255,1.397 -2.98096,-0.231 -2.31417,-0.227 0.0553,-0.554 -0.74702,-0.66 -0.7702,-0.09 0.96453,-9.972\" id=\"Teller, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c08101\" d=\"m 363.79101,292.74714 15.79801,1.352 -0.81299,8.677 -0.85934,9.506 -5.04553,-2.362 -5.13466,-2.394 -6.15625,-0.161 -0.73811,-0.57 -0.30665,-0.291 0.76485,-7.898 1.94333,0.176 0.54734,-6.035\" id=\"Pueblo, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08071\" d=\"m 372.87116,309.92014 5.04553,2.362 -0.12837,2.099 11.7812,0.971 5.91378,0.45 -0.4261,6.053 -0.14442,0 -0.52238,5.921 -0.20146,2.892 -16.75363,-1.246 -13.16115,-1.1 -4.8708,-0.448 -2.80445,-0.315 0.68284,-6.871 0.69888,0 6.87118,-1.936 0.77912,-0.619 3.26265,-3.719 2.16975,-3.208 1.80783,-1.278\" id=\"Las Animas, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08055\" d=\"m 352.90302,306.21514 0.96453,0.243 0.0963,-0.02 2.09665,-0.548 2.80446,-1.333 1.67055,1.943 0.30665,0.291 0.73811,0.57 6.15625,0.161 5.13466,2.394 -1.80783,1.278 -2.16975,3.208 -3.26265,3.719 -0.77912,0.618 -6.87118,1.937 -0.69888,0 0.61865,-2.707 -0.66679,-4.646 -1.68659,-1.205 -0.11232,-0.02 -1.27832,0.232 -1.35142,0.49 -0.85934,0.708 0.90926,-3.955 0.0481,-3.359\" id=\"Huerfano, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08023\" d=\"m 346.78778,318.14814 5.15784,-4.619 0.85934,-0.708 1.35142,-0.49 1.27832,-0.232 0.11232,0.02 1.68659,1.205 0.66679,4.646 -0.61865,2.707 -0.68284,6.871 -1.18917,-0.114 -9.03202,-0.915 -0.7078,-0.788 -0.10341,-0.248 -0.025,-0.21 0.1141,-0.465 0.50456,-0.869 0.36192,-1.139 0.4261,-2.772 -0.16045,-1.883\" id=\"Costilla, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08021\" d=\"m 341.54792,316.58114 -0.11567,1.00235 5.35553,0.56465 0.16045,1.883 -0.4261,2.772 -0.36192,1.139 -0.50456,0.869 -0.1141,0.465 0.025,0.21 0.10341,0.248 0.7078,0.788 -5.22381,-0.538 -8.51677,-0.876 -0.17651,-0.522 -2.37121,-4.951 -0.50634,-0.353 0.4582,-4.026 11.50664,1.325\" id=\"Conejos, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c08003\" d=\"m 352.85488,309.57414 -0.90926,3.955 -5.15784,4.619 -5.35553,-0.56465 0.11567,-1.00235 0.85935,-8.012 10.44761,1.005\" id=\"Alamosa, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c08105\" d=\"m 330.88458,305.28614 1.9041,0.23 -0.20859,1.994 9.82718,1.059 -0.85935,8.012 -11.50664,-1.325 -0.58656,-0.08 0.30487,-2.717 0.64361,-3.245 0.48138,-3.928\" id=\"Rio Grande, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08027\" d=\"m 347.98408,297.11214 4.45183,0.472 3.66558,0.492 5.19885,0.53 -0.76485,7.898 -1.67055,-1.943 -2.80446,1.333 -2.09665,0.548 -0.0963,0.02 -0.96453,-0.243 -0.46711,-0.699 -1.64559,-2.699 -0.93244,-2.724 -0.24247,-0.506 -1.63133,-2.475\" id=\"Custer, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08043\" d=\"m 357.30671,287.98414 0.7702,0.09 0.74702,0.66 -0.0553,0.554 2.31417,0.227 2.98096,0.231 -0.82012,9.039 -1.94333,-0.176 -5.19885,-0.53 -3.66558,-0.492 -4.45183,-0.472 -3.36606,-4.58 1.99147,-1.382 0.52416,-1.052 0.2086,-0.87 0.007,-0.112 -0.0874,-0.328 -0.52238,-1.407 -0.0571,-0.07 -0.32092,-0.225 -0.41897,-0.169 4.13091,0.401 5.11862,0.449 2.11448,0.218\" id=\"Fremont, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08109\" d=\"m 340.35875,292.63014 4.25927,-0.1 3.36606,4.58 1.63133,2.475 0.24247,0.506 0.93244,2.724 1.64559,2.699 0.46711,0.699 -0.0481,3.359 -10.44761,-1.005 -9.82718,-1.059 0.20859,-1.994 -1.9041,-0.23 -0.11946,-0.943 -2.93282,-2.353 -0.19255,-0.153 -1.29436,-0.337 -0.55447,0.281 -0.0802,0.09 0.50633,-4.396 0.75594,-6.413 13.38579,1.569\" id=\"Saguache, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08015\" d=\"m 336.10839,277.35214 6.81412,0.788 0.0963,0.443 1.00376,2.351 0.72384,0.291 0.0891,0 0.0945,-0.104 0.0499,-0.105 0.11945,-0.03 0.41897,0.06 0.97167,0.923 0.29774,0.603 0.2496,2.209 -0.61866,1.63 -0.47602,0.492 0.41897,0.169 0.32092,0.225 0.0571,0.07 0.52238,1.407 0.0874,0.328 -0.007,0.112 -0.2086,0.87 -0.52416,1.052 -1.99147,1.382 -4.25927,0.1 -1.29437,-1.796 -1.37281,-3.822 -0.0963,-0.843 0.61687,-2.774 0.16224,-0.345 0.0802,-0.05 0.0802,-0.05 1.51681,-1.57021 -2.46388,-0.376 -2.01075,-2.31979 0.5313,-1.336\" id=\"Chaffee, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08051\" d=\"m 322.27866,271.11614 0.15333,1.358 0.33696,0.644 1.0929,1.4 3.56752,0.415 0.24248,0.03 1.08398,1.276 -0.0161,0.443 0.31379,0.538 1.06081,0.972 1.38885,0.506 0.45107,0.04 0.33696,-0.169 0.69175,-0.837 0.0945,-0.37 0.83616,-0.207 0.12124,0.02 1.54218,1.512 2.01075,2.31979 2.46388,0.376 -1.51681,1.57021 -0.16046,0.1 -0.16224,0.345 -0.61687,2.774 0.0963,0.843 1.37281,3.822 1.29437,1.796 -13.38579,-1.569 -0.75594,6.413 -10.11778,-1.214 -0.74703,-3.705 2.40331,0.298 1.01267,-8.439 1.53327,-12.637 1.9772,-0.661\" id=\"Gunnison, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08097\" d=\"m 327.5096,269.18114 12.03794,1.462 -3.43915,6.709 -0.5313,1.336 -1.54218,-1.512 -0.12124,-0.02 -0.83616,0.207 -0.0945,0.37 -0.69175,0.837 -0.33696,0.169 -0.45107,-0.04 -1.38885,-0.506 -1.06081,-0.972 -0.31379,-0.538 0.0161,-0.443 -1.08398,-1.276 -0.24248,-0.03 -3.56752,-0.415 -1.0929,-1.4 -0.33696,-0.644 -0.15333,-1.358 -0.33696,-2.601 5.5679,0.666\" id=\"Pitkin, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08065\" d=\"m 343.4449,270.65914 1.25335,0.138 -0.34587,0.36 -0.67393,1.164 -0.12837,0.692 -0.0891,1.599 -0.016,1.656 -0.2817,1.405 -0.24069,0.467 -6.81412,-0.788 3.43915,-6.709 3.89736,0.02\" id=\"Lake, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08093\" d=\"m 358.06086,267.82314 -0.98058,10.068 1.19096,0.121 -0.96453,9.972 -2.11448,-0.218 -5.11862,-0.449 -4.13091,-0.401 0.47602,-0.492 0.61866,-1.63 -0.2496,-2.209 -0.29774,-0.603 -0.97167,-0.923 -0.41897,-0.06 -0.11945,0.03 -0.0499,0.105 -0.0945,0.104 -0.0891,0 -0.72384,-0.291 -1.00376,-2.351 -0.0963,-0.443 0.24069,-0.467 0.2817,-1.405 0.016,-1.656 0.0891,-1.599 0.12837,-0.692 0.67393,-1.164 0.34587,-0.36 2.04139,0.529 3.07723,-3.109 0.69176,-1.134 7.55223,0.74\" id=\"Park, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08059\" d=\"m 364.88391,260.38114 -0.13728,1.419 -0.13729,1.418 -0.23177,2.514 -0.0321,0.331 -0.0713,0.844 -0.0178,0 0,0.03 -0.0232,0.199 -0.041,1.288 -5.89773,9.586 -0.0232,0 -1.19096,-0.121 0.98058,-10.068 0.42611,-4.17 0.38688,-3.828 4.96522,0.481 -0.0573,0.211 0.67182,0.07\" id=\"Jefferson, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08047\" d=\"m 354.06723,258.88514 3.05406,0.316 1.10895,0 0.68283,0.112 -0.0392,0.505 -0.38688,3.828 -2.53881,-1.045 -0.46711,-0.62 -0.85043,-0.883 -1.00554,-0.387 0.44215,-1.833\" id=\"Gilpin, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08019\" d=\"m 353.62508,260.71814 1.00554,0.387 0.85043,0.883 0.46711,0.62 2.53881,1.045 -0.42611,4.17 -7.55223,-0.74 1.03584,-0.829 0.0161,-0.127 -0.0802,-0.46 -0.16759,-0.167 -0.41897,0.03 -1.56715,-0.829 -0.24782,-0.287 0.0945,-0.589 0.34587,-0.593 1.64024,-1.214 1.0519,-0.113 0.39401,-0.167 0.8843,-0.724 0.1355,-0.291\" id=\"Clear Creek, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08117\" d=\"m 340.83299,257.65714 0.68284,0.09 2.82941,1.031 1.67947,1.382 0.62579,0.891 0.18541,1.013 0.0571,0.925 0.47424,0.866 0.51347,0.177 0.90035,-0.02 0.39223,-0.193 -0.0945,0.589 0.24782,0.287 1.56715,0.829 0.41897,-0.03 0.16759,0.167 0.0802,0.46 -0.0161,0.127 -1.03584,0.829 -0.69176,1.134 -3.07723,3.109 -2.04139,-0.529 -1.25335,-0.138 -0.50634,-3.351 1.79184,-1.28945 -3.41382,-3.83018 -0.52281,-2.65237 -0.0892,-0.681 0.12837,-1.198\" id=\"Summit, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08037\" d=\"m 337.49011,257.28814 3.34288,0.369 -0.12837,1.198 0.0892,0.681 0.52281,2.65237 3.41382,3.83018 -1.79184,1.28945 0.50634,3.351 -3.89736,-0.02 -12.03794,-1.462 1.48692,-12.736 1.43164,0.178 7.06195,0.665\" id=\"Eagle, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c08013\" d=\"m 354.06723,258.88514 1.166,-7.513 1.76683,0.156 2.57981,0.344 6.03501,0.483 -0.52951,6.051 -0.14855,1.298 -0.61468,-0.06 -0.45916,0.654 -4.98913,-0.469 0.0392,-0.505 -0.68283,-0.112 -1.10895,0 -3.05406,-0.316\" id=\"Boulder, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08049\" d=\"m 337.49011,257.28814 0.20146,-1.728 0.77912,-7.875 -0.0731,-2.426 0.54021,1.501 0.1355,0.186 2.68322,0.989 3.62457,0.915 0.72385,0.02 3.81712,-0.186 1.28545,-0.964 1.06794,-1.92 2.95778,5.567 -1.166,7.513 -0.44215,1.833 -0.1355,0.291 -0.8843,0.724 -0.39401,0.167 -1.0519,0.113 -1.64024,1.214 -0.34587,0.593 -0.39223,0.193 -0.90035,0.02 -0.51347,-0.177 -0.47424,-0.866 -0.0571,-0.925 -0.18541,-1.013 -0.62579,-0.891 -1.67947,-1.382 -2.82941,-1.031 -0.68284,-0.09 -3.34288,-0.369\" id=\"Grand, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08069\" d=\"m 347.74339,233.40614 15.68569,1.607 5.73015,0.554 -1.2391,12.931 -0.21572,2.026 -1.92015,-0.179 -0.16938,2.01 -6.03501,-0.483 -2.57981,-0.344 -1.76683,-0.156 -2.95778,-5.567 -0.86647,-2.051 -0.65967,-2.979 -0.79516,-2.106 -0.20146,-0.392 -1.67233,-2.797 -0.33697,-2.074\" id=\"Larimer, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08057\" d=\"m 336.3259,232.02614 9.18356,1.115 2.23393,0.265 0.33697,2.074 1.67233,2.797 0.20146,0.392 0.79516,2.106 0.65967,2.979 0.86647,2.051 -1.06794,1.92 -1.28545,0.964 -3.81712,0.186 -0.72385,-0.02 -3.62457,-0.915 -2.68322,-0.989 -0.1355,-0.186 -0.54021,-1.501 -0.1765,-0.738 -0.32092,-2.45 0.007,-0.838 1.18204,-3.494 0.16046,-0.08 0.29774,-0.289 0.057,-0.305 -0.016,-0.33 -0.36192,-1.003 -0.21038,-0.307 -0.31201,-0.323 -1.19808,-0.665 -0.12837,-0.06 -0.0963,0.07 -0.26564,0.143 -0.81121,-0.769 -0.21751,-0.78 -0.0143,-0.362 0.27278,-0.587 0.0802,-0.07\" id=\"Jackson, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08107\" d=\"m 328.43313,231.09814 7.89277,0.928 -0.0802,0.07 -0.27278,0.587 0.0143,0.361 0.21751,0.781 0.81121,0.769 0.26564,-0.143 0.0963,-0.07 0.12837,0.06 1.19808,0.665 0.31201,0.323 0.21038,0.306 0.36192,1.004 0.016,0.33 -0.057,0.305 -0.29774,0.289 -0.16046,0.08 -1.18204,3.494 -0.007,0.838 0.32092,2.45 0.1765,0.738 0.0731,2.426 -0.77912,7.875 -0.20146,1.728 -7.06195,-0.665 0.36014,-3.988 0.35479,-3.078 -6.96032,-0.788 0.2496,-2.562 0.82012,-4.74 1.13212,-1.127 0.57052,-0.02 0.43502,0.05 0.26387,-2.156 0.77911,-7.111\" id=\"Routt, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08081\" d=\"m 318.14062,229.85514 10.29251,1.243 -0.77911,7.111 -0.26387,2.156 -0.43502,-0.05 -0.57052,0.02 -1.13212,1.127 -0.82012,4.74 -0.2496,2.562 -0.007,0.07 -0.13728,-0.01 -4.70856,-0.652 -7.03164,-0.842 -15.99769,-2.155 1.40668,-9.883 1.07685,-7.964 13.66748,1.84 5.68914,0.685\" id=\"Moffat, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08103\" d=\"m 324.18277,248.76914 6.96032,0.788 -0.35479,3.078 -4.85297,-0.553 -0.28882,2.081 -0.22465,1.959 -1.73451,-0.28447 -0.47625,2.03847 -5.15071,-0.629 -3.67984,-0.387 -0.37797,3.008 -4.86902,-0.644 -3.96153,-0.151 -1.8918,-0.17966 -0.14959,0.59466 -5.94587,-0.802 -0.0642,-0.25 -2.61191,-0.353 1.79179,-12.906 15.99769,2.155 7.03164,0.842 4.70856,0.652 0.13728,0.01 0.007,-0.07\" id=\"Rio Blanco, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08045\" d=\"m 330.7883,252.63514 -0.36014,3.988 -1.43164,-0.178 -1.48692,12.736 -5.5679,-0.666 -28.36546,-3.691 0.41898,-3.004 0.51346,-3.737 2.61191,0.353 0.0642,0.25 5.94587,0.802 0.14959,-0.59466 1.8918,0.17966 3.96153,0.151 4.86902,0.644 0.37797,-3.008 3.67984,0.387 5.15071,0.629 0.47625,-2.03847 1.73451,0.28447 0.22465,-1.959 0.28882,-2.081 4.85297,0.553\" id=\"Garfield, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08029\" d=\"m 320.30146,271.77714 -1.53327,12.637 -15.52523,-1.95 0.48138,-3.705 4.00353,-1.17983 3.66281,-3.22417 2.10557,-0.119 1.66341,0.3519 1.66342,-0.4999 0.85935,-0.865 0.58656,-0.378 2.03247,-1.068\" id=\"Delta, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c08077\" d=\"m 293.57624,264.82414 28.36546,3.691 0.33696,2.601 -1.9772,0.661 -2.03247,1.068 -0.58656,0.378 -0.85935,0.865 -1.66342,0.4999 -1.66341,-0.3519 -2.10557,0.119 -3.66281,3.22417 -4.00353,1.17983 -0.48138,3.705 -0.51347,3.865 -12.05398,-1.622 0.69889,-5.048 0.69175,-4.227 0.12837,-0.884 0.60974,-4.172 0.77198,-5.552\" id=\"Mesa, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c08085\" d=\"m 303.24296,282.46414 15.52523,1.95 -1.01267,8.439 -2.40331,-0.298 0.14442,-0.539 -0.0713,-0.151 -8.82342,-1.104 -0.0232,0.252 0.60974,1.617 1.33359,0.167 0.47424,0.218 0.58657,0.586 0.15332,0.193 -0.14441,1.036 -0.21751,0.474 -0.33696,-0.04 -19.14981,-2.544 0.78803,-8.01 12.05398,1.622 0.51347,-3.865\" id=\"Montrose, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08111\" d=\"m 312.3873,301.45114 0.22464,0.186 0.41006,0.208 0.0892,0 0.60261,-0.185 0.27278,-0.128 0.24068,-0.218 0.009,-0.06 -0.0571,-0.193 0,-0.121 0.10518,-0.651 1.3015,0.161 0.6347,7.673 -8.78242,-1.084 0.21573,-0.636 0.64362,-0.795 0.98771,-0.184 0.4582,-0.82 0.0802,-0.44 2.56377,-2.718\" id=\"San Juan, CO\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c08091\" d=\"m 315.35221,292.55514 0.74703,3.705 -0.11357,1.04875 0.89227,0.81208 -1.14901,1.10792 -0.14316,1.22625 -1.3015,-0.161 -0.10518,0.651 0,0.121 0.0571,0.193 -0.009,0.06 -0.24068,0.218 -0.27278,0.128 -0.60261,0.185 -0.0892,0 -0.41006,-0.208 -0.22464,-0.186 0.0731,-0.121 0.0963,-0.433 -0.22642,-0.563 -0.60261,-0.66 -0.47424,-0.328 -0.5937,-0.186 -0.57052,-0.378 -0.10519,-0.112 -0.14441,-0.362 0.35595,-1.97501 -1.00491,-0.19999 -0.16938,-0.701 0.0161,-0.171 0.33696,0.04 0.21751,-0.474 0.14441,-1.036 -0.15332,-0.193 -0.58657,-0.586 -0.47424,-0.218 -1.33359,-0.167 -0.60974,-1.617 0.0232,-0.252 8.82342,1.104 0.0713,0.151 -0.14442,0.539\" id=\"Ouray, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c08053\" d=\"m 316.09924,296.26014 10.11778,1.214 -0.50633,4.396 -1.27832,-0.13 -1.23018,0.241 -0.68106,5.103 -0.025,2.827 -0.51346,3.963 -6.36485,-0.754 0.60261,-4.992 -0.6347,-7.673 0.14316,-1.22625 1.149,-1.10792 -0.89227,-0.81208 0.11358,-1.04875\" id=\"Hinsdale, CO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c08079\" d=\"m 325.71069,301.87014 0.0802,-0.09 0.55447,-0.281 1.29436,0.337 0.19255,0.153 2.93282,2.353 0.11946,0.943 -0.48138,3.928 -0.64361,3.245 -0.30487,2.717 -0.0161,0.185 -7.54511,-0.781 0.0892,-0.706 0.51346,-3.963 0.025,-2.827 0.68106,-5.103 1.23018,-0.241 1.27832,0.13\" id=\"Mineral, CO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c08007\" d=\"m 315.61786,313.12014 6.36485,0.754 -0.0892,0.706 7.54511,0.781 0.0161,-0.185 0.58656,0.08 -0.4582,4.026 0.50634,0.353 2.37121,4.951 0.17651,0.522 -2.55485,-0.274 -4.58198,-0.505 -2.34447,-0.451 -7.61108,-0.9 -1.10003,-0.136 1.17313,-9.722\" id=\"Archuleta, CO\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c12057\" d=\"m 794.30417,519.82614 11.00209,-1.553 1.00198,-0.144 1.06972,6.919 0.72206,4.935 -10.14096,1.503 2.04138,-3.045 0.0392,-0.09 0.45106,-1.095 0.10341,-0.586 -0.32983,-0.997 -0.28883,-0.383 -0.90162,-0.0407 -0.69691,-0.35698 0.12009,1.45043 0.30933,0.34708 0.0614,0.61371 -0.81598,0.0628 -0.81639,-0.62509 0.26375,-0.45113 -0.56881,-2.07913 -0.73098,0 -0.60261,0.114 -0.57051,0.161 -0.72207,-4.67\" id=\"Hillsborough, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12053\" d=\"m 792.73703,508.01514 4.56237,-0.662 0.10697,0.651 3.10041,-0.49 0.041,0.451 0.27278,0.371 0.81121,0.907 0.41719,0.25 2.58338,0.64 0.67392,1.053 -3.98828,0.58 0.14442,0.989 -7.76975,1.149 -0.77198,0.112 -0.18364,-6.001\" id=\"Hernando, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12101\" d=\"m 805.30626,511.18614 0.53665,3.768 0.11741,1.27377 -0.93778,0.219 0.28372,1.82623 -11.00209,1.553 -3.10397,0.457 1.72047,-6.267 0.77198,-0.112 7.76975,-1.149 -0.14442,-0.989 3.98828,-0.58\" id=\"Pasco, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c12097\" d=\"m 813.7428,512.95514 15.94956,-2.5 0.39401,2.274 0.56161,3.649 -0.12837,0.03 0.9574,5.905 0.56161,4.074 -5.44845,0.852 -0.17651,-0.802 -0.14441,-0.565 -1.04655,-1.559 -0.60082,-0.857 -2.10982,-0.34584 -1.53707,-2.45518 -1.25218,-0.46915 -1.0593,-1.17632 1.48158,0.34749 0.76372,-1.26268 -2.19358,0.15168 -0.26222,-1.20029 -1.35514,0.14978 -0.13871,-1.27553 -0.87803,-1.24337 -2.03524,0.26741 -0.30309,-1.984\" id=\"Osceola, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12105\" d=\"m 813.7428,512.95514 0.30309,1.984 2.03524,-0.26741 0.87803,1.24337 0.13871,1.27553 1.35514,-0.14978 0.26222,1.20029 2.19358,-0.15168 -0.76372,1.26268 -1.48158,-0.34749 1.0593,1.17632 1.25218,0.46915 1.53707,2.45518 2.10982,0.34584 0.60082,0.857 1.04655,1.559 0.14441,0.565 0.17651,0.802 -8.54173,1.245 -9.94842,1.504 -0.72206,-4.935 -1.06972,-6.919 -1.00198,0.144 -0.28372,-1.82623 0.93778,-0.219 -0.11741,-1.27377 0.81892,-0.38933 0.33675,0.35 0.65819,-0.004 0.0474,-1.00007 6.03858,-0.956\" id=\"Polk, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12095\" d=\"m 817.10173,502.29714 -0.6454,1.858 0.0731,0.508 0.16879,1.10389 2.70821,-0.31047 0.12,0.52358 6.71786,-1.125 2.36693,2.31783 1.08114,3.28217 -15.94956,2.5 -1.51365,-9.756 0.19433,-0.183 0.19255,-0.04 0.28169,-0.04 4.20401,-0.638\" id=\"Orandge, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c12117\" d=\"m 817.10173,502.29714 0.60974,-2.262 1.0929,0.857 2.00511,-0.22081 0.59075,0.80781 0.42432,0.07 0.12124,-0.02 0.65966,-0.316 0.19968,-0.449 1.28546,-0.0244 0.19254,1.26139 0.65966,0.829 1.3015,2.016 -6.71786,1.125 -0.12,-0.52358 -2.70821,0.37476 -0.16879,-1.16818 -0.0731,-0.508 0.6454,-1.858\" id=\"Seminole, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c12069\" d=\"m 810.84742,491.87114 0.8113,1.46227 1.8843,0.60255 0.98425,1.63118 1.3532,0.898 0.84151,0.459 0.81121,0.625 0.0481,0.07 0.24247,1.173 -0.11232,1.247 -0.60974,2.262 -4.20401,0.638 -0.28169,0.04 -0.19255,0.04 -0.19433,0.183 1.51365,9.756 -6.03858,0.956 -1.99859,-13.925 5.89951,-0.891 0.0374,-2.38 -0.79516,-4.844\" id=\"Lake FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12119\" d=\"m 798.57058,501.03114 7.13505,-1.045 1.99859,13.925 -0.0474,1.00007 -0.65819,0.004 -0.33675,-0.35 -0.81892,0.38933 -0.53665,-3.768 -0.67392,-1.053 -2.58338,-0.64 -0.41719,-0.25 -0.81121,-0.907 -0.27278,-0.371 -0.041,-0.451 0.0874,-0.997 0.0731,-0.208 0.2496,-0.434 0.40114,-0.545 0.37084,-0.1 0.0713,-0.07 0.21037,-0.731 -0.016,-0.1 -2.54059,-2.282 -0.8433,-1.02\" id=\"Sumter, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12017\" d=\"m 793.82102,499.76014 1.28187,-0.36098 3.46769,1.63198 0.8433,1.02 2.54059,2.282 0.016,0.1 -0.21037,0.731 -0.0713,0.07 -0.37084,0.1 -0.40114,0.545 -0.2496,0.434 -0.0731,0.208 -0.0874,0.997 -3.10041,0.49 -0.10697,-0.651 -4.56237,0.662 -0.32983,-3.402 -0.12837,-0.738 -0.13728,-0.282 -2.65112,-2.032 0.13371,-0.241 0.20325,-0.242 0.52238,-0.507 0.37797,-0.1 0.30487,0 1.23731,0.28 1.18204,-0.697 0.35301,-0.259 0.016,-0.05\" id=\"Citrus, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12075\" d=\"m 789.73824,488.30314 0.0728,0.57163 2.05656,-0.25939 0.34089,1.32223 2.75354,-0.52747 0.94849,6.1 -2.64221,0.394 0.55269,3.856 -0.016,0.05 -0.35301,0.259 -1.18204,0.697 -1.23731,-0.28 -0.30487,0 -0.37797,0.1 -0.52238,0.506 -0.20325,0.243 -0.13371,0.241 0.0392,-0.771 -0.20681,-0.611 -1.23702,-0.55142 0.51175,-0.64113 -0.47282,-0.77745 -0.48316,-0.209 -3.22329,0.23217 -0.50273,0.83702 -0.6848,-0.086 -0.87541,-2.47716 -1.87199,-0.52905 1.60636,-1.432 0.85221,-1.535 0.43324,-1.455 0.7078,-3.07 5.65526,-0.182\" id=\"Levy, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12083\" d=\"m 794.96205,489.41014 3.56753,-0.504 0.36192,0.401 -0.041,0.248 1.46374,0.644 1.478,-0.617 0.25673,-0.163 0.0161,-0.05 -0.10163,-0.673 0.51169,-0.611 0.41897,-0.225 1.34963,-0.531 2.05738,-0.36212 0.12352,0.80486 1.29775,-0.2354 0.26413,1.3817 0.8115,-0.11536 0.0946,1.28502 0.94942,-0.12967 0.55797,0.0968 0.186,0.73901 -0.67807,0.11815 0.93957,0.958 0.79516,4.844 -0.0374,2.38 -5.89951,0.891 -7.13505,1.045 -3.46769,-1.63198 -1.28187,0.36098 -0.55269,-3.856 2.64221,-0.394 -0.94849,-6.099\" id=\"Marion, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12127\" d=\"m 809.90785,490.91314 0.67808,-0.11937 3.74558,-1.36971 0.2225,-0.93892 0.3679,-0.0588 0.44331,3.12182 1.66341,-0.28 0.0802,-0.02 3.55148,-0.641 -0.4582,-2.461 0.84508,-1.333 1.51544,2.524 1.22483,1.888 0.94671,1.471 0.56873,0.77 1.68125,2.06 3.71372,4.482 -4.70143,0.781 0.70602,3.983 -0.4582,0.08 -1.3015,-2.017 -0.65966,-0.829 -0.19254,-1.26139 -1.28546,0.0244 -0.19968,0.449 -0.65966,0.316 -0.12124,0.02 -0.42432,-0.07 -0.59075,-0.80781 -2.00511,0.22081 -1.0929,-0.857 0.11232,-1.247 -0.24247,-1.173 -0.0481,-0.07 -0.81121,-0.625 -0.84151,-0.459 -1.3532,-0.898 -0.98425,-1.63118 -1.8843,-0.60255 -0.8113,-1.46227 -0.93957,-0.958\" id=\"Volusia, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12009\" d=\"m 826.24429,504.85514 0.4582,-0.08 -0.70602,-3.982 4.70143,-0.781 3.67093,3.888 0.0392,0.05 0.15689,0.159 0.0285,0.05 1.46373,2.669 0,0.185 -0.6757,0.433 -0.18542,0.257 -0.21573,0.426 -0.016,0.113 -0.0107,0.03 -0.0642,0.344 -0.0463,0.627 0.0321,0.637 0.0642,0.568 0.27991,1.199 0.57943,1.75 0.7809,1.778 0.54555,0.993 0.44037,0.677 0.59548,0.91 0.0339,0.06 1.6545,2.266 -0.10519,0.144 -1.00376,0.933 -7.26341,1.164 -0.9574,-5.905 0.12837,-0.03 -0.56161,-3.649 -0.39401,-2.274 -1.08114,-3.28217 -2.36693,-2.31783\" id=\"Brevard, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12133\" d=\"m 723.56703,470.19814 0.11945,-1.528 0.11232,-0.522 1.37459,-0.128 0.36014,0.297 0.0588,0.667 2.30703,-0.192 0.2086,-1.582 0,-0.196 -0.0499,-0.246 1.88092,-0.187 1.51901,0.854 0.49742,4.981 -1.00376,0.112 0.29596,2.98 -1.19631,0.13 -6.01896,0.579 -2.13053,0.924 -0.48851,0.538 0.71315,-1.358 1.66137,-1.12924 -0.97853,-2.20476 -0.31201,-0.346 -0.0945,-0.699 0.91283,-1.587 0.25139,-0.157\" id=\"Washington, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12059\" d=\"m 719.12411,463.96414 10.49933,-1.215 -1.56536,4.019 0.0499,0.246 0,0.196 -0.2086,1.582 -2.30703,0.192 -0.0588,-0.667 -0.36014,-0.297 -1.37459,0.128 -0.11232,0.522 -0.11945,1.528 -3.79217,0.371 -0.65075,-6.605\" id=\"Holmes, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12131\" d=\"m 716.14137,464.26014 2.98274,-0.296 0.65075,6.605 3.79217,-0.371 -0.25139,0.157 -0.91283,1.587 0.0945,0.699 0.31201,0.346 0.97853,2.20476 -1.66137,1.12924 -0.71315,1.358 0.23356,2.757 -8.19764,-1.68 -1.25336,-14.095 3.94549,-0.401\" id=\"Walton, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c12091\" d=\"m 712.19588,464.66114 1.25336,14.095 -7.97121,0.603 -1.06794,-13.991 1.88628,-0.142 5.89951,-0.565\" id=\"Okaloosa, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12113\" d=\"m 697.01653,466.02814 7.39356,-0.66 1.06794,13.991 -2.31238,0.593 -0.18352,-0.6014 -5.91657,1.55837 0.1216,-1.0052 1.29489,-0.32077 0.32173,-2.74237 -2.80705,-1.76463 -1.01267,-2.428 -0.30487,-0.826 -0.0642,-0.379 -0.24069,-1.719 0.0624,-0.337 0.36905,-1.36 0.13906,-0.239 0.88074,-0.774 1.19096,-0.986\" id=\"Santa Rosa, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c12033\" d=\"m 688.46767,466.83914 8.54886,-0.811 -1.19096,0.986 -0.88074,0.774 -0.13906,0.239 -0.36905,1.36 -0.0624,0.337 0.24069,1.719 0.0642,0.379 0.30487,0.826 1.01267,2.428 2.80705,1.76463 -0.32173,2.74237 -1.29489,0.32077 -0.1216,1.0052 5.91657,-1.55837 0.18352,0.6014 -4.57307,1.423 -0.17115,0.04 -0.11945,0.03 -0.69889,0.179 -0.46354,0.09 -0.74168,0.144 -3.07545,0.731 -1.80961,0.523 1.2694,-0.573 0.26565,-2.514 0.19968,-5.022 -0.0321,-0.378 -0.0713,-0.273 -0.24068,-0.394 -0.88431,-0.547 -0.66679,-0.344 -0.32983,-0.06 -0.11054,-0.04 -0.62935,-0.433 -2.00038,-2.181 -0.25852,-0.438 0.44394,-3.078\" id=\"Escambia, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12013\" d=\"m 732.95919,472.32014 2.64399,-0.275 1.49583,-0.247 -0.0344,-0.96348 1.43219,-0.0835 3.23769,-0.353 -0.93957,2.147 -0.65966,4.239 -0.93244,3.306 -5.41458,0.586 -0.82903,-8.356\" id=\"Calhoun, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c12045\" d=\"m 733.78822,480.67614 5.41458,-0.586 0.14896,3.51594 2.2383,1.48806 0.23355,3.127 0.19453,0.92913 -1.28029,0.62187 -0.29596,-0.05 -1.75256,1.721 -0.18542,0.392 -1.87201,0.153 -0.0553,-2.289 -0.0571,-0.249 -0.29596,-0.491 -1.14995,-1.449 -0.47603,-0.455 -0.0767,-0.06 -0.73276,-6.317\" id=\"Gulf, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c12037\" d=\"m 750.99291,483.07114 4.17014,0.652 0.14441,0.4 0.0571,0.217 0.0481,0.169 0.007,0.03 -0.0178,0.257 -0.11232,0.323 -0.10341,0.07 -0.57764,0.161 -0.9164,-0.12 -0.21751,-0.05 -0.21216,-0.144 -0.1979,-0.33 -1.15708,0.424 -0.4582,0.211 -2.86864,2.216 -1.30149,1.085 -1.13213,0.837 -1.07863,0.69 -2.15906,0.691 -0.86112,0.195 -0.71315,-0.107 -0.58657,0.07 -0.38688,0.114 -1.85775,0.697 0.18542,-0.392 1.75256,-1.721 0.29596,0.05 1.28029,-0.62187 -0.19453,-0.92913 -0.23355,-3.127 0.24069,-1.009 9.16216,-1.014\" id=\"Franklin, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12029\" d=\"m 783.68897,483.14214 0.39401,5.343 -0.7078,3.07 -0.43324,1.455 -0.85221,1.535 -1.60636,1.432 -0.36014,-1.246 -0.69354,-1.052 -0.39401,-0.555 -0.48138,-0.226 -0.47424,0 -0.93244,-0.425 -1.56715,-0.804 -0.45819,-0.256 -0.0481,-0.129 -0.63649,-3.214 1.22376,-0.68995 0.14371,-3.12005 7.88385,-1.118\" id=\"Dixie, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c12041\" d=\"m 784.28979,481.60514 1.43165,-1.25 3.12537,1.928 0.89143,6.02 -5.65526,0.182 -0.39401,-5.343 0.60082,-1.537\" id=\"Gilchrist, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12001\" d=\"m 791.04152,479.39614 2.24107,0.1 0.55447,0.779 0.2086,0.08 2.51563,0.425 1.10003,-0.08 0.22464,-0.128 0.13015,-0.03 0.92353,0.1 0.28169,0.07 1.75969,1.664 0.21751,0.451 -0.0339,0.264 0.79872,5.61 0.10163,0.673 -0.0161,0.05 -0.25673,0.163 -1.478,0.617 -1.46374,-0.644 0.041,-0.248 -0.36192,-0.401 -3.56753,0.505 -2.75354,0.52722 -0.34089,-1.32248 -2.05656,0.25914 -0.0728,-0.57188 -0.89143,-6.02 2.19471,-2.887\" id=\"Alachua, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12107\" d=\"m 810.10932,478.94114 1.88984,4.748 0.58327,3.09215 1.97158,1.70385 -0.2225,0.93892 -3.74551,1.36971 -0.186,-0.7392 -0.55795,-0.0954 -0.94942,0.12967 -0.0946,-1.28502 -0.8115,0.11536 -0.26413,-1.3817 -1.29775,0.2354 -0.12352,-0.80486 -2.05738,0.36212 -1.34963,0.531 -0.41897,0.225 -0.51169,0.611 -0.79872,-5.61 0.10519,-0.02 0.47424,-0.239 1.76148,-1.257 0.0874,-0.408 0.13549,-0.164 1.81497,-1.298 0.30665,-0.05 4.25928,-0.715\" id=\"Putnam, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12035\" d=\"m 811.99916,483.68914 4.10858,-0.62094 1.86938,-1.42706 3.0701,5.174 -0.84508,1.333 0.4582,2.461 -3.55148,0.641 -0.0802,0.02 -1.66341,0.28 -0.44331,-3.12182 -0.3679,0.0588 -1.97158,-1.70385 -0.58327,-3.09215\" id=\"Flagler, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c12109\" d=\"m 807.17649,472.84914 1.07151,-0.449 0.45463,0 1.31754,0.417 2.06635,-0.353 -0.57943,-3.327 1.11786,-0.189 2.39439,6.216 1.68659,4.025 0.0321,0.08 0.2496,0.512 0.18542,0.401 0.80407,1.464 -1.86938,1.42706 -4.10858,0.62094 -1.88984,-4.747 -0.50356,-2.50909 -1.99836,-1.16498 -0.43091,-2.41893\" id=\"St. Johns, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c12019\" d=\"m 807.17649,472.84914 0.43091,2.41868 1.99836,1.16473 0.50356,2.50859 -4.25928,0.715 -0.30665,0.05 -1.81497,1.297 -0.13549,0.164 -0.0874,0.409 -1.76148,1.257 -0.47424,0.239 -1.42986,-9.635 -0.14442,-0.99 1.97721,-0.288 4.11308,-0.683 0.54734,-0.121 0.61687,-0.08 0.22642,1.576\" id=\"Clay, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c12007\" d=\"m 798.00898,473.70914 1.83101,-0.273 1.42986,9.635 -0.10519,0.02 0.0339,-0.264 -0.21751,-0.451 -1.75969,-1.664 -0.28169,-0.07 -0.92353,-0.1 -0.13015,0.03 -0.22464,0.128 -1.10003,0.08 -2.51563,-0.424 -0.2086,-0.08 -0.55447,-0.779 0.86113,-0.392 1.24622,-0.676 2.12697,-2.997 0.58834,-1.148 0.0392,-0.25 -0.1355,-0.322\" id=\"Bradford, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12125\" d=\"m 798.00898,473.70914 0.1355,0.322 -0.0392,0.25 -0.58834,1.148 -2.12697,2.997 -1.24622,0.676 -0.86113,0.392 -2.24107,-0.1 -0.92845,-1.21841 1.868,-2.61974 -0.16935,-0.79685 6.19726,-1.052\" id=\"Union, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c12121\" d=\"m 784.54831,471.14714 1.17313,9.208 -1.43165,1.25 -1.22839,-1.458 -0.76307,-0.756 -0.32983,-0.241 -2.02356,-1.301 -0.93957,-0.443 -0.9895,-0.105 -0.0802,0.227 -0.30666,0.199 -0.61152,-0.139 -0.25674,-0.189 -0.70601,-1.633 -0.27456,-1.485 0.0178,-0.123 0.0802,-0.06 1.11786,-3.036 0.16046,-0.685 0.0553,-0.09 0.60261,-0.435 0.73989,-0.24 1.58141,0.03 0.9984,0.192 3.4142,1.304\" id=\"Suwannee, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12067\" d=\"m 775.87821,474.10314 -0.0802,0.06 -0.0178,0.123 0.27456,1.485 0.70601,1.633 0.25674,0.189 0.61152,0.139 0.30666,-0.199 0.0802,-0.227 0.9895,0.105 0.93957,0.443 2.02356,1.301 0.32983,0.241 0.76307,0.756 1.22839,1.458 -0.60082,1.537 -7.88385,1.118 -0.6668,0.1 -0.57943,-1.633 -1.03585,-8.299 2.35517,-0.323\" id=\"Lafayette, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12123\" d=\"m 773.52304,474.42514 1.03585,8.3 0.57943,1.633 0.6668,-0.1 -0.14371,3.12005 -1.22376,0.68995 -0.68462,-0.171 -1.98077,-0.801 -0.21751,-0.187 -0.18541,-0.216 -0.68819,-0.941 0.007,-0.111 -0.13728,-0.435 -0.23356,-0.346 -1.02158,-1.212 -0.9057,-0.628 -0.16224,-0.105 -2.17867,-0.946 -1.18026,-0.337 -1.84705,-0.829 -1.28723,-0.756 2.74027,-5.433 6.9104,-0.922 0.12302,1.002 2.01464,-0.271\" id=\"Taylor, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12129\" d=\"m 746.87805,476.87714 9.1693,-1.191 0.2086,0.644 3.26978,-0.394 0.49742,4.063 -3.34288,0.476 -1.82388,0.9 -0.312,0.169 -0.0481,0.778 0.18364,0.829 0.0481,0.06 0.43502,0.51 -4.17014,-0.652 -1.29614,-0.763 -0.62401,-0.435 -0.85399,-1.109 -0.44605,-2.70802 -1.14605,-0.88298 0.25138,-0.296\" id=\"Wakulla, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c12077\" d=\"m 747.9549,474.70514 -1.07685,2.172 -0.25138,0.296 1.14605,0.88298 0.44605,2.70802 0.85399,1.109 0.62401,0.435 1.29614,0.763 -9.16216,1.014 -0.24069,1.009 -2.2383,-1.48806 -0.14896,-3.51594 0.93244,-3.306 0.65966,-4.239 0.93957,-2.147 1.20887,-0.15767 0.21531,1.48321 2.11245,-0.14856 0.12533,1.20629 1.23932,-0.0582 0.16805,1.17519 0.83041,-0.0592 0.32069,0.866\" id=\"Liberty, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12039\" d=\"m 752.34076,467.20114 1.97008,-0.137 -0.80408,2.17 -0.9057,2.699 -0.0909,0.194 -0.28883,0.257 -0.40114,0.168 -2.63509,1.333 -1.23018,0.82 -0.32069,-0.866 -0.83041,0.0592 -0.16805,-1.17519 -1.23932,0.0582 -0.12533,-1.20629 -2.11245,0.14856 -0.21531,-1.48321 -1.20887,0.15767 1.05189,-2.555 0.025,0 9.52944,-0.642\" id=\"Gadsden, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c12073\" d=\"m 759.71828,466.68814 1.33401,3.02059 -1.56757,0.48941 -0.41006,2.074 0.45107,3.664 -3.26978,0.394 -0.2086,-0.644 -9.1693,1.191 1.07685,-2.172 1.23018,-0.82 2.63509,-1.333 0.40114,-0.168 0.28883,-0.257 0.0909,-0.194 0.9057,-2.699 0.80408,-2.17 3.89913,-0.275 1.50831,-0.101\" id=\"Leon, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c12065\" d=\"m 764.92604,466.33314 2.61191,-0.169 0.1765,0.272 0.17651,1.288 -0.56339,0.747 -1.57428,1.695 -1.1339,3.343 -0.14441,1.107 -2.74027,5.433 -1.71156,-0.05 -0.94849,-7.727 0.41006,-2.074 1.56757,-0.48941 -1.33401,-3.02059 5.20776,-0.355\" id=\"Jefferson, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c12079\" d=\"m 772.56564,465.81814 0.95027,-0.06 0.8843,0.394 0.92353,3.11 0.55447,1.061 0.12837,0.11 0.98949,0.63 -1.11786,3.036 -2.35517,0.322 -2.01464,0.271 -0.12302,-1.002 -6.9104,0.922 0.14441,-1.107 1.1339,-3.343 1.57428,-1.695 0.56339,-0.747 -0.17651,-1.288 -0.1765,-0.272 5.02769,-0.346\" id=\"Madison, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12047\" d=\"m 776.93189,465.52714 8.84482,-0.608 -0.44929,0.867 -0.007,0.41 0.0802,0.636 0.39223,0.458 1.12499,1.188 0.12837,0.183 0.20325,0.55 0.007,0.208 -0.52951,1.375 -0.12302,0.151 -1.05189,0.516 -0.93066,-0.08 -0.0731,-0.233 -3.4142,-1.303 -0.9984,-0.193 -1.58141,-0.03 -0.73989,0.241 -0.60261,0.435 -0.0553,0.09 -0.16046,0.685 -0.98949,-0.63 -0.12837,-0.11 -0.55447,-1.061 -0.92353,-3.109 -0.8843,-0.394 3.41598,-0.236\" id=\"Hamilton, FL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c12023\" d=\"m 787.86623,464.76614 2.45858,-0.177 1.48691,10.172 0.16935,0.79685 -1.868,2.61974 0.92845,1.21841 -2.19471,2.887 -3.12537,-1.928 -1.17313,-9.208 0.0731,0.233 0.93066,0.08 1.05189,-0.516 0.12302,-0.151 0.52951,-1.375 -0.007,-0.208 -0.20325,-0.55 -0.12837,-0.183 -1.12499,-1.188 -0.39223,-0.458 -0.0802,-0.636 0.007,-0.41 0.44929,-0.867 2.08952,-0.153\" id=\"Columbia, FL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c12003\" d=\"m 791.12888,464.53214 4.03464,-0.247 0.57765,3.221 0.19433,0.514 0.36905,0.529 0.40828,0.321 0.13015,0.03 2.24998,-0.435 0.31557,2.016 0.43146,2.958 -1.83101,0.273 -6.19726,1.052 -1.48691,-10.172 0.80407,-0.06\" id=\"Baker, FL\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c13281\" d=\"m 748.50225,367.76214 7.17248,-1.045 -1.39599,4.138 -0.48315,0.585 -1.81497,0.41 -0.0802,-0.578 -0.68284,-1.599 -0.54913,-0.314 -0.54377,0.04 -1.13926,-0.643 -0.59548,-0.571 0.11233,-0.424\" id=\"Towns, GA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c13253\" d=\"m 740.68793,459.73514 3.75472,-0.369 -0.34409,0.843 0.35301,3.423 -0.15155,1.166 -0.61331,1.132 -0.77198,0.499 -0.28169,0.594 -0.0303,0.362 0.20859,0.458 -0.025,0 -3.46946,-6.283 -0.57587,-1.665 1.9469,-0.16\" id=\"Seminole, GA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c13131\" d=\"m 756.40749,457.69314 0.24247,2.259 0.29061,0.628 0.26386,0.33 0.39224,0.378 0.6133,5.501 -3.89913,0.275 -1.97008,0.137 -1.00553,-8.886 5.07226,-0.622\" id=\"Grady, GA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c13071\" d=\"m 767.43989,450.48714 0.22818,2.73248 -0.69351,3.11652 0.0887,0.96314 -3.11955,0.37086 -5.27954,0.47629 -0.0477,-0.70829 -0.66501,-5.89 6.72676,-0.772 2.76167,-0.289\" id=\"Colquitt, GA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
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       "    <path class=\"c17181\" d=\"m 648.99671,317.04814 0.39223,6.163 -3.69589,0.145 -4.27354,0.306 0.65788,-0.176 0.2086,-0.107 0.016,-0.02 0.0178,-0.02 0.0143,-0.02 0.0731,-0.218 0.0713,-0.708 0.009,-0.03 -0.009,-0.02 -0.10341,-0.387 -0.009,-0.04 -0.007,-0.02 -0.28882,-0.651 -0.22464,-0.282 -0.47603,-0.467 -0.33696,-0.504 -0.51347,-0.958 -0.007,0 -0.1141,-0.46 -0.016,-0.209 0,-0.137 0.77964,-0.82848 5.80985,-0.28952 2.02534,-0.06\" id=\"Union, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c17059\" d=\"m 665.96785,308.89114 0.90748,2.035 -0.23356,0.875 -0.0874,0.234 -0.1355,0.247 -0.21751,0.236 -0.83616,0.608 -0.0143,0 -0.29061,0.547 -0.1462,0.248 -0.0232,0.05 -0.0963,0.256 -0.025,0.161 0.009,0.03 0.0945,0.52 0.0107,0.02 0.3851,1.045 0.1462,0.264 -4.4126,-0.223 -0.55448,-7.121 0,-0.02 5.51977,-0.02\" id=\"Gallatin, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17165\" d=\"m 660.44808,308.93214 0.55448,7.121 -0.65967,0.05 -5.34326,0.434 -0.44215,-6.109 -0.0713,-1.003 5.96191,-0.491\" id=\"Saline, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17199\" d=\"m 654.55748,310.42614 0.44215,6.109 -6.00292,0.513 -2.02534,0.06 -0.39402,-6.051 7.98013,-0.626\" id=\"Williamson, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17077\" d=\"m 638.4546,309.45514 7.49697,-0.41 0.62578,2.007 0.39402,6.051 -5.80985,0.28952 -0.77964,0.82848 -3.11645,-5.16 1.18917,-3.606\" id=\"Jackson, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c17133\" d=\"m 625.66251,297.15314 2.23215,2.032 1.6659,2.77304 2.53633,0.65596 0.49207,1.054 -2.45323,0.107 0.13015,2.025 -2.94352,1.269 -0.91283,-0.683 -1.51187,-1.47 -0.0464,-0.05 -0.0571,-0.08 -0.32983,-0.451 -0.2086,-0.515 -0.24068,-1.034 -0.0339,-0.965 0.016,-0.233 0.0339,-0.1 0.26208,-0.892 0.0802,-0.16 0.0499,-0.06 1.2391,-3.222\" id=\"Monroe, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccc\"/>\n",
       "    <path class=\"c17157\" d=\"m 638.07841,303.34814 0.37619,6.107 -1.18917,3.606 -4.85476,-1.347 -5.08831,-4.645 2.94352,-1.269 -0.13015,-2.025 2.45323,-0.107 3.51047,-0.191 1.97898,-0.129\" id=\"Randolph, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17145\" d=\"m 638.07841,303.34814 7.97656,-0.411 0.17977,2.009 0.18355,2.59139 -0.46672,1.50761 -7.49697,0.41 -0.37619,-6.107\" id=\"Perry, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c17055\" d=\"m 654.13137,304.36814 0.42611,6.058 -7.98013,0.626 -0.62578,-2.007 0.46672,-1.50761 -0.18355,-2.59139 7.89663,-0.578\" id=\"Franklin, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c17065\" d=\"m 659.87578,300.89714 0.5723,8.019 0,0.02 -5.96191,0.491 -0.3548,-5.055 -0.19433,-3.038 5.93874,-0.433\" id=\"Hamilton, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17193\" d=\"m 666.65069,300.23014 0.66679,0.747 -0.10341,2.411 -0.25673,5.325 -0.0481,0.1 -0.0107,0.02 -0.0392,0.03 -0.0303,0 -0.86112,0.03 -5.51977,0.02 -0.5723,-8.019 3.92232,-0.337 2.85259,-0.33\" id=\"White, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17081\" d=\"m 653.60899,296.28514 0.32805,5.045 0.19433,3.038 -7.89663,0.578 -0.17977,-2.009 -0.37796,-6.043 7.93198,-0.609\" id=\"Jefferson, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c17189\" d=\"m 645.63778,296.22014 0.0392,0.674 0.37796,6.043 -7.97656,0.411 -1.97898,0.129 -0.32092,-4.605 0.60974,-0.612 0.9164,-0.763 0.72384,-0.273 5.3504,-0.925 2.25889,-0.08\" id=\"Washington, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17027\" d=\"m 643.27548,290.83414 2.06456,-0.01 0.29774,5.4 -2.25889,0.08 -5.3504,0.925 -0.72384,0.273 -0.9164,0.763 -0.60974,0.612 -0.41006,-5.472 1.80783,-2.17 6.0992,-0.396\" id=\"Clinton, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17163\" d=\"m 626.92121,293.81714 8.44724,-0.417 0.41006,5.472 0.32092,4.605 -3.51047,0.191 -0.49207,-1.054 -2.53633,-0.65596 -1.6659,-2.77304 -2.23215,-2.032 0.0802,-0.284 1.17847,-3.052\" id=\"St. Clair, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c17119\" d=\"m 636.03524,285.36514 0.16938,1.863 0.28169,1.003 0.5616,1.407 0.12837,1.592 -1.80783,2.17 -8.44724,0.417 -0.36727,-1.85 1.29437,-1.58 0.0392,-0.218 0.0642,-0.531 -0.016,-0.135 -0.0731,-0.129 -1.74365,-1.053 -0.33874,-0.2 -0.44929,-0.216 -0.45819,-0.139 2.19471,-1.849 7.92307,-0.479 1.04476,-0.07\" id=\"Madison, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17005\" d=\"m 642.87255,284.22414 0.40293,6.61 -6.0992,0.396 -0.12837,-1.592 -0.5616,-1.407 -0.28169,-1.003 -0.16938,-1.863 0.77529,-0.0418 -0.007,-0.83458 6.0687,-0.26459\" id=\"Bond, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c17121\" d=\"m 645.34004,290.82014 -0.13728,-2.032 2.45323,-0.154 5.39853,-0.474 0.33875,5.087 0.21572,3.038 -7.93198,0.609 -0.0392,-0.674 -0.29774,-5.4\" id=\"Marion, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17191\" d=\"m 661.30743,292.77214 1.95224,0.557 0.53843,7.231 -3.92232,0.337 -5.93874,0.433 -0.32805,-5.045 -0.21572,-3.038 7.91416,-0.475\" id=\"Wayne, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17185\" d=\"m 667.43693,292.93514 4.64616,-0.348 -1.27832,3.68 -3.46233,4.598 -0.025,0.112 -0.66679,-0.747 0.0321,-7.231 0.75415,-0.06\" id=\"Wabash, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17047\" d=\"m 666.68278,292.99914 -0.0321,7.231 -2.85259,0.33 -0.53843,-7.231 3.42311,-0.33\" id=\"Edwards, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17101\" d=\"m 673.61636,285.83714 0.0731,0 0.0392,0.06 0.68462,1.471 -0.007,0.562 -0.25138,1.462 -0.17651,0.322 -0.14263,0.12 -1.40668,1.799 -0.34588,0.941 -4.64616,0.348 -0.47424,-6.47 6.65367,-0.628\" id=\"Lawrence, IL\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c17035\" d=\"m 664.08692,274.42014 0.47424,4.724 -8.16009,0.759 -0.3745,-4.719 8.06035,-0.764\" id=\"Cumberland, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17049\" d=\"m 656.31539,278.87114 0.0842,1.034 1.94293,-0.181 0.47425,6.01 -5.89061,0.378 -2.00038,0.217 -0.50633,-7.04\" id=\"Effingham, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17051\" d=\"m 650.41944,279.28914 0.50633,7.04 2.00038,-0.217 0.12837,2.048 -5.39853,0.474 -2.45323,0.154 0.13728,2.032 -2.06456,0.01 -0.40293,-6.61 -0.29921,-4.44075 1.93767,-0.0913 5.90843,-0.403\" id=\"Fayette, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c17173\" d=\"m 645.78219,269.46114 3.76899,-0.256 0.16046,1.681 4.15409,2.385 0.84329,0.312 1.19096,-0.09 0.12659,1.688 0.28882,3.687 -5.89595,0.418 -5.90843,0.403 -0.21573,-3.03 2.01821,-0.08 -0.27278,-4.088 -0.25852,-3.031\" id=\"Shelby, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17135\" d=\"m 634.13114,273.32014 2.94708,-0.236 0.3334,4.067 4.91716,-0.337 1.9665,-0.152 0.21573,3.03 -1.93767,0.0913 0.29921,4.44075 -6.0687,0.26459 0.007,0.83458 -0.77529,0.0418 -1.04476,0.07 -0.85934,-12.118\" id=\"Montgomery, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c17083\" d=\"m 626.65735,279.86114 0.41006,6.056 -2.19471,1.849 -3.1646,-0.77 -2.89894,-3.311 0.31021,-1.583 0.77912,-0.185 0.49207,0.09 0.10162,0.09 0.0107,0.05 0.30309,0.175 3.04692,-0.239 -0.082,-1.182 2.05922,-0.983 0.82725,-0.05\" id=\"Jersey, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17117\" d=\"m 630.18387,273.59914 3.94727,-0.279 0.85934,12.118 -7.92307,0.479 -0.41006,-6.056 -0.47424,-5.964 4.00076,-0.298\" id=\"Macoupin, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17013\" d=\"m 612.31594,277.49714 5.94409,-0.241 0.54913,6.429 2.89894,3.311 -3.7672,0.995 -0.95562,-2.562 0,0 -0.0446,-0.161 0.0178,-0.07 0.48315,-0.747 0.0143,-0.289 -0.82725,-2.82 -4.31277,-3.833\" id=\"Calhoun, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17061\" d=\"m 626.18311,273.89714 0.47424,5.964 -0.82725,0.05 -2.05922,0.983 0.082,1.182 -3.04692,0.239 -0.30309,-0.175 -0.0107,-0.05 -0.10162,-0.09 -0.49207,-0.09 -0.77912,0.185 -0.31021,1.583 -0.54913,-6.429 0.41006,-2.949 4.91003,-0.249 2.60299,-0.161\" id=\"Greene, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17021\" d=\"m 642.15762,266.03114 1.35142,0.191 0.28704,3.359 1.98611,-0.12 0.25852,3.031 0.27278,4.088 -2.01821,0.08 -1.9665,0.152 -4.91716,0.337 -0.3334,-4.067 -0.20681,-2.69 1.15619,-0.12704 -0.0196,-1.12646 1.18558,-0.0389 -0.049,-1.21465 2.35517,-1.856 0.65788,0\" id=\"Christian, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c17029\" d=\"m 655.49527,268.77914 7.16179,-0.603 -0.0553,-0.667 0.64896,-0.137 1.03585,-0.116 0.51525,4.721 -1.02214,0.086 0.30721,2.35699 -8.06035,0.764 -0.12659,-1.688 -0.40471,-4.717\" id=\"Coles, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c17045\" d=\"m 664.41675,262.73614 7.05482,-0.69 0.58656,6.364 0.27456,3.004 -2.76344,0.256 -0.0107,-0.247 -4.7567,0.554 -0.51525,-4.721 -0.16759,-1.683 0.43324,-0.813 -0.1355,-2.024\" id=\"Edgar, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17041\" d=\"m 655.24745,263.50714 9.1693,-0.771 0.1355,2.024 -0.43324,0.813 0.16759,1.683 -1.03585,0.116 -0.64896,0.137 0.0553,0.667 -7.16179,0.603 -0.27991,-3.238 0.0321,-2.034\" id=\"Douglas, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17139\" d=\"m 655.21536,265.54114 0.27991,3.238 0.40471,4.717 -1.19096,0.09 -0.84329,-0.312 -4.15409,-2.385 -0.16046,-1.681 -0.0735,-1.53426 0.94476,-0.68442 0.0273,-1.07432 4.76561,-0.371\" id=\"Moultrie, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c17115\" d=\"m 649.99155,259.83614 0.4582,6.076 -0.0273,1.07432 -0.94476,0.68442 0.0735,1.53426 -3.76899,0.256 -1.98611,0.12 -0.28704,-3.359 -1.35142,-0.191 -0.1765,-2.403 1.25953,-0.0827 -0.19873,-3.05129 2.01821,-0.168 3.91162,-0.421 1.0198,-0.07\" id=\"Macon, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c17167\" d=\"m 635.58418,262.70414 1.65628,-0.128 0.0731,1.004 1.39777,0.256 3.26979,-0.208 0.1765,2.403 -0.65788,0 -2.35517,1.856 0.049,1.21465 -1.18558,0.0389 0.0196,1.12646 -1.15619,0.12704 0.20681,2.69 -2.94708,0.236 -3.94727,0.279 -0.016,-0.673 -0.11945,-0.498 -1.18026,-3.296 -0.25852,-1.543 -0.1355,-2.025 -0.0481,-0.676 3.93836,-0.256 1.1553,-0.448 -0.0392,-0.467 0.0143,-0.852 2.08952,-0.161\" id=\"Sangamon, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c17137\" d=\"m 618.15663,266.09514 10.31746,-0.531 0.1355,2.025 0.25852,1.543 1.18026,3.296 0.11945,0.498 0.016,0.673 -4.00076,0.298 -2.60299,0.161 -0.1355,-2.692 -1.2539,-0.70131 -0.14387,-1.93469 -2.0093,-0.707 -2.03247,0.1 0.40828,-1.173 -0.25673,-0.853\" id=\"Morgan, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c17171\" d=\"m 623.58012,274.05814 -4.91003,0.249 0.12837,-0.41 -0.007,-0.09 -0.13728,-0.466 -0.61688,-1.727 -0.31378,-2.444 0.28169,-1.052 2.03247,-0.1 2.0093,0.707 0.14387,1.93469 1.2539,0.70131 0.1355,2.692\" id=\"Scott, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c17149\" d=\"m 618.41336,266.94814 -0.40828,1.173 -0.28169,1.052 0.31378,2.444 0.61688,1.727 0.13728,0.466 0.007,0.09 -0.12837,0.41 -0.41006,2.949 -5.94409,0.241 -4.23431,-4.397 -2.47819,-1.886 -1.04298,-1.656 2.88468,-0.104 5.03661,-0.265 -0.11232,-2.033 6.04393,-0.208\" id=\"Pike, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17009\" d=\"m 612.09665,261.14414 2.0503,-0.135 1.75078,-0.06 1.31932,1.745 0.40115,0.778 1.6135,-0.02 -1.07507,2.637 0.25673,0.853 -6.04393,0.208 -0.27278,-6.012\" id=\"Brown, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17001\" d=\"m 612.0182,259.09414 0.0784,2.05 0.27278,6.012 0.11232,2.033 -5.03661,0.265 -2.88468,0.104 -1.75256,-4.249 -1.23018,-5.858 10.44048,-0.357\" id=\"Adams, IL\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c17109\" d=\"m 613.59248,248.73914 5.96013,-0.153 0.3958,8.131 -8.01044,0.266 -0.33874,-8.214 1.99325,-0.03\" id=\"Donough, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17169\" d=\"m 611.93797,256.98314 8.01044,-0.266 0.056,1.96548 4.43507,-0.0855 -2.62795,1.544 -2.57981,3.317 -1.6135,0.02 -0.40115,-0.778 -1.31932,-1.745 -1.75078,0.06 -2.0503,0.135 -0.15868,-4.161\" id=\"Schuyler, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c17017\" d=\"m 621.81151,260.14114 1.04323,0.26062 0.26718,1.25838 1.55823,-0.02 0.0321,-0.02 1.73651,-0.708 1.60102,-0.658 0.0713,-0.128 0.30487,4.763 0.0481,0.676 -10.31746,0.531 1.07507,-2.637 2.57981,-3.317\" id=\"Cass, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c17129\" d=\"m 628.12109,260.12514 0.7702,-0.61 4.82088,-0.956 0.62578,0.111 0.62044,0.675 0.62579,3.359 -2.08952,0.161 -0.0143,0.852 0.0392,0.467 -1.1553,0.448 -3.93836,0.256 -0.30487,-4.763\" id=\"Menard, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17125\" d=\"m 628.86098,252.46714 3.59783,-0.225 0.21751,2.691 1.94333,-0.154 0.33874,4.566 -0.62044,-0.675 -0.62578,-0.111 -4.82088,0.956 -0.7702,0.61 -0.0713,0.128 -1.60102,0.658 -1.73651,0.708 -0.0321,0.02 -1.55823,0.02 -0.26718,-1.25838 -1.04323,-0.26062 2.62795,-1.544 1.19809,-1.075 0.11232,-0.147 0.81299,-1.517 0.21572,-1.309 0.0963,-0.363 0.10519,-0.187 1.62954,-1.38 0.25139,-0.152\" id=\"Mason, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c17107\" d=\"m 640.51203,254.25914 0.0495,0.98242 2.01331,-0.13042 0.46711,5.383 0.19873,3.05129 -1.25953,0.0827 -3.26979,0.208 -1.39777,-0.256 -0.0731,-1.004 -1.65628,0.128 -0.62579,-3.359 -0.33874,-4.566 5.89238,-0.52\" id=\"Logan, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c17039\" d=\"m 652.55888,254.37114 -2.62178,4.19606 0.0544,1.26894 -1.0198,0.07 -3.91162,0.421 -2.01821,0.168 -0.46711,-5.383 9.98407,-0.74\" id=\"De Witt, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c17147\" d=\"m 652.55888,254.37114 1.9986,-0.16 0.68997,9.296 -0.0321,2.034 -4.76561,0.371 -0.4582,-6.076 -0.0544,-1.26894 2.62178,-4.19606\" id=\"Piatt, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c17019\" d=\"m 654.33284,251.50314 9.14434,-0.771 0.40828,4.01 -0.23356,0.02 0.76485,7.971 -9.1693,0.771 -0.68997,-9.296 -0.22464,-2.708\" id=\"Champaign, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17053\" d=\"m 656.90195,237.45014 1.97899,-0.234 1.21235,11.748 3.16638,-0.225 0.21751,1.993 -9.14434,0.771 -0.3851,-5.048 3.87952,-0.328 -0.92531,-8.677\" id=\"Ford, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17113\" d=\"m 645.58073,243.94014 5.95657,-0.553 0.18363,2.009 0.24069,1.236 1.98612,-0.177 0.3851,5.048 0.22464,2.708 -1.9986,0.16 -9.98407,0.74 -2.01331,0.13042 -0.0495,-0.98242 -0.53843,-6.212 2.34091,-0.226 0.52209,-0.69268 0.97731,-0.13432 -0.0705,-0.82768 1.03504,-0.11232 -0.18414,-1.99996 0.98643,-0.11404\" id=\"McLean, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c17179\" d=\"m 634.78189,244.84014 3.88844,-0.282 0.0963,1.352 0.16937,1.72 1.03763,0.417 0.53843,6.212 -5.89238,0.52 -1.94333,0.154 -0.21751,-2.691 -3.59783,0.225 0.78446,-1.842 3.57822,-2.289 1.62954,-2.46 0.12124,-0.408 -0.0945,-0.427 -0.0981,-0.201\" id=\"Tazewell, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17203\" d=\"m 643.2523,240.10814 1.99147,-0.192 0.33696,4.024 -0.98643,0.11404 0.18414,1.99996 -1.03504,0.11232 0.0705,0.82768 -0.97731,0.13432 -0.52209,0.69268 -2.34091,0.226 -1.03763,-0.417 -0.16937,-1.72 -0.0963,-1.352 -3.88844,0.282 -0.0359,-2.10643 1.193,-1.99957 7.31333,-0.626\" id=\"Woodford, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c17143\" d=\"m 632.9901,239.71414 2.86364,-0.10446 0.0852,1.12446 -1.193,1.99957 0.0359,2.10643 0.0981,0.201 0.0945,0.427 -0.12124,0.408 -1.62954,2.46 -3.57822,2.289 -0.0874,-1.549 -0.0945,-1.022 -2.00217,0.1 -0.0731,-2.003 -0.37619,-6.067 5.97796,-0.369\" id=\"Peoria, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c17057\" d=\"m 627.38833,246.15014 0.0731,2.003 2.00217,-0.1 0.0945,1.022 0.0874,1.549 -0.78446,1.842 -0.25139,0.152 -1.62954,1.38 -0.10519,0.187 -0.0963,0.363 -0.21572,1.309 -0.81299,1.517 -0.11232,0.147 -1.19809,1.075 -4.43507,0.0855 -0.056,-1.96548 -0.3958,-8.131 -0.0963,-2.01 7.93199,-0.426\" id=\"Fulton, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c17187\" d=\"m 613.1111,238.72714 5.96192,-0.234 0.47959,10.093 -5.96013,0.153 -0.48138,-10.012\" id=\"Warren, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17071\" d=\"m 610.29773,238.83914 2.81337,-0.112 0.48138,10.012 -1.99325,0.03 -4.87793,0.284 1.207,-1.416 0.11945,-2.603 0.0642,-0.297 1.3425,-1.915 0.18542,-0.182 0.49742,-0.282 0.0963,-0.144 0.1462,-0.683 0.0695,-1.872 -0.0874,-0.62 -0.0642,-0.2\" id=\"Henderson, IL\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c17131\" d=\"m 607.72505,232.87514 11.08411,-0.465 0.26386,6.083 -5.96192,0.234 -2.81337,0.112 -0.016,-0.06 0.016,-0.555 -0.80942,-1.326 -0.14619,-0.152 -0.13907,-0.06 -0.22999,0.03 -0.54912,-0.273 -1.16422,-1.399 -0.007,-0.02 -0.0178,-0.191 0.49029,-1.963\" id=\"Mercer, IL\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c17123\" d=\"m 632.71554,235.68114 2.96848,-0.201 2.34982,-0.153 -0.0303,0.563 -0.0339,0.153 -0.10162,0.143 -0.16938,0.09 -0.0963,0.11 3.37675,-0.251 1.97013,-0.12766 0.30303,4.09966 -7.31333,0.626 -0.0852,-1.12446 -2.86364,0.10446 -0.27456,-4.033\" id=\"Marshall, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c17155\" d=\"m 640.60831,231.37914 0.37083,4.757 -3.37675,0.251 0.0963,-0.11 0.16938,-0.09 0.10162,-0.143 0.0339,-0.153 0.0303,-0.563 -2.34982,0.153 -0.14798,-1.977 2.04566,-0.20289 0.27742,-1.55011 0.93244,-0.513 0.2086,-0.02 1.60815,0.166\" id=\"Putnam, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
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       "    <path class=\"c17011\" d=\"m 640.10019,225.03414 0.50812,6.345 -1.60815,-0.166 -0.2086,0.02 -0.93244,0.513 -0.27742,1.55011 -2.04566,0.20289 0.14798,1.977 -2.96848,0.201 -0.12826,-1.96948 -3.76018,0.23348 -0.60261,-8.069 3.93658,-0.289 7.93912,-0.553\" id=\"Bureau, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c17073\" d=\"m 628.22449,225.87614 0.60261,8.069 0.13231,1.88255 -2.18974,0.21545 -7.78579,0.434 -0.17472,-4.067 -0.13907,-2.995 1.0929,-1.136 0.20147,-0.153 0.30308,-0.136 0.81299,-0.192 0.6347,-0.104 0.88431,-0.467 0.15332,-0.348 0.0731,-0.401 -0.0267,-0.142 -0.0963,-0.131 5.52155,-0.329\" id=\"Henry, IL\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
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       "    <path class=\"c17201\" d=\"m 642.40009,203.76314 0.60083,7.898 -3.94371,0.337 -0.0874,-1.243 -3.7779,0.314 -0.5723,-6.875 0.60261,-0.04 7.17783,-0.394\" id=\"Winnebago, IL\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c20035\" d=\"m 502.3717,324.32914 11.36223,0.08 0,4.026 -0.0571,7.03 -4.0899,-0.02 -7.24737,-0.07 0.0321,-11.042\" id=\"Cowley, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20015\" d=\"m 508.14999,310.25014 5.72122,0.02 -0.11232,11.106 -0.025,3.03 -11.36223,-0.08 0.13728,-10.134 0.0303,-4.049 5.6107,0.104\" id=\"Butler, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20019\" d=\"m 513.73393,328.43514 10.17484,0.105 0.005,6.959 -0.66501,0 -9.57223,-0.03 0.0571,-7.03\" id=\"Chautauqua, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20049\" d=\"m 523.96226,321.48214 0,5.031 -0.0535,2.027 -10.17484,-0.105 0,-4.026 0.025,-3.03 10.20337,0.103\" id=\"Elk, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20073\" d=\"m 523.99613,308.33214 -0.009,3.036 -0.025,7.087 0,3.027 -10.20337,-0.103 0.11232,-11.106 2.96108,0.0176 0.0199,-2.00858 7.14396,0.05\" id=\"Greenwood, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c20125\" d=\"m 523.96226,326.51314 7.8999,0.04 0.082,0 0.0713,2.717 -0.0553,4.741 0.005,1.453 -4.82088,0.03 -3.23056,0 -0.005,-6.959 0.0535,-2.027\" id=\"Montgomery, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20205\" d=\"m 523.96226,318.45514 7.85889,0.02 0.041,8.083 -7.8999,-0.04 0,-8.058\" id=\"Wilson, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20207\" d=\"m 523.98722,311.36814 7.91594,0.02 -0.082,7.08 -7.85889,-0.02 0.025,-7.087\" id=\"Woodson, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20099\" d=\"m 531.94417,326.55414 7.8571,-0.06 0.24069,1.02 0.11232,7.884 -6.09741,0.06 -2.09131,0 -0.005,-1.453 0.0553,-4.741 -0.0713,-2.717\" id=\"Labette, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20133\" d=\"m 539.72105,318.42414 0.0178,1.339 0.0624,6.734 -7.8571,0.06 -0.082,0 -0.041,-8.083 7.8999,-0.05\" id=\"Neosho, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20001\" d=\"m 539.8405,311.34314 -0.11945,7.081 -7.8999,0.05 0.082,-7.08 7.93734,-0.05\" id=\"Allen, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20021\" d=\"m 540.04196,327.51714 8.30818,-0.06 0.10519,7.884 -7.10296,0.06 -1.19809,0 -0.11232,-7.884\" id=\"Cherokee, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20037\" d=\"m 548.23068,319.69214 0.11232,7.158 0.007,0.603 -8.30818,0.06 -0.24069,-1.02 -0.0624,-6.734 8.49181,-0.07\" id=\"Crawford, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20011\" d=\"m 539.8405,311.34314 8.33491,-0.08 0.0553,8.429 -8.49181,0.07 -0.0178,-1.339 0.11945,-7.081\" id=\"Bourbon, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20075\" d=\"m 414.99325,302.76914 8.5346,0.508 0.44928,0.02 -0.37797,6.72 0.0642,3.382 -0.11945,2.113 -9.27449,-0.619 0.72385,-12.125\" id=\"Hamilton, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20071\" d=\"m 415.62795,292.71014 8.49359,0.472 -0.59369,10.095 -8.5346,-0.508 0.50633,-8.157 0.12837,-1.902\" id=\"Greeley, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20199\" d=\"m 426.2913,283.20214 -0.69176,10.052 -1.478,-0.07 -8.49359,-0.472 0.49029,-8.084 0.11232,-1.995 10.06074,0.571\" id=\"Wallace, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20181\" d=\"m 416.82604,272.56214 11.17681,0.677 0.43324,0.02 -0.61688,10.022 -1.52791,-0.08 -10.06074,-0.571 0.59548,-10.069\" id=\"Sherman, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20023\" d=\"m 417.43578,262.50114 11.18573,0.694 -0.61866,10.044 -11.17681,-0.677 0.007,-0.134 0.60261,-9.927\" id=\"Cheyenne, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20185\" d=\"m 471.06451,305.45214 7.75548,0.225 0.0713,2.041 -0.19968,8.068 -9.75587,-0.296 -0.025,-4.067 1.95403,0.06 0.19968,-6.035\" id=\"Stafford, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20093\" d=\"m 423.97713,303.29814 7.46488,0.395 0.39401,0.02 -0.18542,3.866 -0.36192,6.216 0.13728,2.154 -7.88207,-0.433 0.11945,-2.113 -0.0642,-3.382 0.37797,-6.72\" id=\"Kearny, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20055\" d=\"m 439.33299,304.10114 7.88207,0.421 0.30487,0.02 -0.25495,6.051 -7.86781,-0.41 -0.20859,4.016 0.12836,2.161 -7.89098,-0.41 -0.13728,-2.154 0.36192,-6.216 0.18542,-3.866 7.49697,0.391\" id=\"Finney, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20083\" d=\"m 459.03548,305.01014 0.11233,4.06 -0.15868,4.04 -11.82934,-0.512 0.10519,-2.009 0.25495,-6.051 11.51555,0.472\" id=\"Hodgeman, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20145\" d=\"m 459.10145,302.98514 9.88245,0.372 -0.0718,1.99607 2.15242,0.0989 -0.19968,6.035 -1.95403,-0.06 -5.89773,-0.2 0.0642,-2.016 -3.92944,-0.137 -0.11233,-4.06 0.066,-2.025\" id=\"Pawnee, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c20031\" d=\"m 532.05471,302.20614 0,1.021 0.0339,3.036 -0.16937,0 -0.0161,5.128 -7.91594,-0.02 0.009,-3.036 0.15155,-6.1 7.90703,-0.03\" id=\"Coffey, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20003\" d=\"m 532.05471,303.22714 7.92485,-0.05 0.0392,3.036 -0.17828,3.102 0,2.026 -7.93734,0.05 0.0161,-5.128 0.16937,0 -0.0339,-3.036\" id=\"Anderson, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20107\" d=\"m 548.07023,303.10814 0.0963,7.614 0.009,0.541 -8.33491,0.08 0,-2.026 0.17828,-3.102 -0.0392,-3.036 8.09067,-0.07\" id=\"Linn, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20121\" d=\"m 548.02209,295.00614 0.025,6.044 0.0232,2.058 -8.09067,0.07 0.0784,-8.083 7.96408,-0.09\" id=\"Miami, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20059\" d=\"m 532.14385,295.16014 7.91416,-0.06 -0.0784,8.083 -7.92485,0.05 0,-1.021 0.0891,-7.046\" id=\"Franklin, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20139\" d=\"m 532.13493,292.11514 0.009,3.045 -0.0891,7.046 -7.90703,0.03 0.0731,-7.056 -0.007,-3.036 7.92129,-0.03\" id=\"Osage, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20111\" d=\"m 516.98054,295.15114 7.24023,0.03 -0.0731,7.056 -0.15155,6.1 -7.14396,-0.05 0.0874,-8.086 0.041,-5.045\" id=\"Lyon, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20017\" d=\"m 508.62245,300.12514 8.31708,0.07 -0.0874,8.086 -0.0199,2.00858 -2.96108,-0.0176 -5.72122,-0.02 0.0321,-3.808 0.0802,-2.291 0.32804,0.01 0.0321,-4.036\" id=\"Chase, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c20127\" d=\"m 514.34368,292.11514 0.0789,1.02015 1.81986,0.0626 0.0209,1.94866 0.71725,0.005 -0.041,5.045 -8.31708,-0.07 -2.06359,0.0378 0.10421,-2.06979 0.27589,-5.11373 0.51234,0.003 -0.0162,-0.92334 6.90863,0.06\" id=\"Morris, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c20115\" d=\"m 506.66307,298.09314 -0.10421,2.06979 2.06359,-0.0378 -0.0321,4.036 -0.32804,-0.01 -0.0802,2.291 -0.0321,3.808 -5.6107,-0.104 -0.0256,-1.89294 -3.86999,-0.15506 0.14442,-10.102 7.87493,0.1\" id=\"Marion, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c20113\" d=\"m 498.78814,297.99614 -0.14442,10.102 -5.92269,-0.1 -3.95262,-0.07 0.15867,-10.109 9.86106,0.176\" id=\"McPherson, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20159\" d=\"m 478.9644,299.62814 9.93237,0.208 -0.12836,8.093 -9.8771,-0.211 -0.0713,-2.041 0.14441,-6.049\" id=\"Rice, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20169\" d=\"m 498.90937,289.92014 -0.12123,8.076 -9.86106,-0.176 0.0499,-6.06 0.0392,-2.017 9.89315,0.177\" id=\"Saline, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20053\" d=\"m 479.0999,291.53514 9.8771,0.225 -0.0499,6.06 -0.0303,2.016 -9.93237,-0.208 0.009,-4.067 0.12658,-4.026\" id=\"Ellsworth, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20009\" d=\"m 478.97332,295.56114 -0.009,4.067 -0.14441,6.049 -7.75548,-0.225 -2.15242,-0.0989 0.0718,-1.99607 0.2496,-8.069 9.73982,0.273\" id=\"Barton, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c20165\" d=\"m 459.39741,294.95114 9.6578,0.328 0.17829,0 -0.2496,8.069 -9.88245,-0.372 0.29596,-8.034\" id=\"Rush, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20135\" d=\"m 447.60907,294.42914 1.66342,0.09 9.88423,0.426 0.24069,0 -0.29596,8.034 -0.066,2.025 -11.51555,-0.472 -0.30487,-0.02 0.39401,-10.093\" id=\"Ness, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20101\" d=\"m 439.76623,294.01014 7.84284,0.419 -0.39401,10.093 -7.88207,-0.421 0.43324,-10.091\" id=\"Lane, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20171\" d=\"m 431.9323,293.59314 5.51263,0.304 2.3213,0.113 -0.43324,10.091 -7.49697,-0.391 -0.39401,-0.02 0.49029,-10.1\" id=\"Scott, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20203\" d=\"m 425.59954,293.25414 6.33276,0.339 -0.49029,10.1 -7.46488,-0.395 -0.44928,-0.02 0.59369,-10.095 1.478,0.07\" id=\"Wichita, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20109\" d=\"m 427.81921,283.28414 2.63509,0.144 2.69035,0.193 4.92607,0.257 -0.62579,10.019 -5.51263,-0.304 -6.33276,-0.339 0.69176,-10.052 1.52791,0.08\" id=\"Logan, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20063\" d=\"m 439.67887,283.95814 9.85035,0.49 0.29061,0 -0.54734,10.061 -1.66342,-0.09 -7.84284,-0.419 -2.3213,-0.113 0.62579,-10.019 1.60815,0.08\" id=\"Gove, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20195\" d=\"m 449.81983,284.45514 9.60254,0.387 0.24068,0 -0.50633,10.093 -9.88423,-0.426 0.54734,-10.061\" id=\"Trego, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20051\" d=\"m 459.66305,284.84914 9.62572,0.321 0.18542,0 -0.41898,10.1 -9.6578,-0.328 -0.24069,0 0.50633,-10.093\" id=\"Ellis, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20167\" d=\"m 469.47419,285.17914 9.6899,0.289 -0.0642,6.067 -0.12658,4.026 -9.73982,-0.273 -0.17829,0 0.41898,-10.1\" id=\"Russell, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20105\" d=\"m 489.12141,283.69214 -0.10519,6.051 -0.0392,2.017 -9.8771,-0.225 0.0642,-6.067 0.0571,-2.018 9.90027,0.242\" id=\"Lincoln, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20143\" d=\"m 489.16955,281.67614 9.89136,0.176 -0.0874,4.035 -0.0642,4.033 -9.89315,-0.177 0.10519,-6.051 0.0481,-2.016\" id=\"Ottawa, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20041\" d=\"m 506.19774,285.96714 1.23731,6.092 0.0163,0.92334 -0.51234,-0.003 -0.27589,5.11373 -7.87493,-0.1 0.12123,-8.076 0.0642,-4.033 7.22419,0.08\" id=\"Dickinson, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c20061\" d=\"m 506.19774,285.96714 0.0553,-2.041 1.96829,0.05 -0.0481,3.033 4.80484,0.39 1.39777,0.02 0,0.678 -0.0321,4.026 -6.90863,-0.06 -1.23731,-6.092\" id=\"Geary, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20197\" d=\"m 522.56449,286.19214 0.0324,0.72729 1.61029,0.026 0.006,5.19469 0.007,3.036 -7.24023,-0.03 -0.71725,-0.005 -0.0209,-1.94866 -1.81986,-0.0626 -0.0789,-1.02015 0.0321,-4.026 2.03364,0.0173 -0.0315,-3.00034 0.11232,0.105 0.44928,0.282 0.18542,0.05 0.93244,-0.955 1.19809,-0.289 2.1127,0.169 0.41898,0.17 0.25673,0.328 0.49742,1.046 0.0232,0.184\" id=\"Wabaunsee, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c20177\" d=\"m 522.62867,284.10214 7.89098,0 -0.0268,1.75234 -0.0369,2.1252 1.66294,-0.17454 0.016,4.317 -7.92129,0.03 -0.006,-5.19469 -1.61029,-0.026 -0.0324,-0.72729 0.0642,-2.09\" id=\"Shawnee, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c20045\" d=\"m 537.67253,288.04114 2.33734,1.414 0.0481,5.641 -7.91416,0.06 -0.009,-3.045 -0.016,-4.317 0.77376,-0.28 0.36014,-0.04 0.24782,0.04 0.35479,0.152 0.22465,0.257 0.56338,0.338 0.31379,0.08 0.25495,-0.02 2.46036,-0.289\" id=\"Douglas, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20091\" d=\"m 542.62178,289.22114 0.47424,-1.462 0.11232,-0.1 0.23356,-0.08 0.27277,0 1.51901,0.386 2.72422,-0.04 0.0571,4.565 0.007,2.522 -7.96408,0.09 -0.0481,-5.641 2.61191,-0.234\" id=\"Johnson, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20209\" d=\"m 548.01496,285.23414 -0.082,1.079 0.025,1.606 -2.72422,0.04 -1.51901,-0.386 -0.27277,0 -0.23356,0.08 -0.11232,0.1 -0.47424,1.462 -0.025,-3.19 0.12124,-1.704 1.89697,0 3.39994,0.907\" id=\"Wyandotte, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20103\" d=\"m 537.72958,279.34614 3.71907,-0.04 3.16637,5.017 -1.89697,0 -0.12124,1.704 0.025,3.19 -2.61191,0.234 -2.33734,-1.414 -0.0321,-1.961 0.11945,-2.331 -0.0303,-4.403\" id=\"Leavenworth, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20087\" d=\"m 530.83344,279.38714 6.89614,-0.04 0.0303,4.403 -0.11945,2.331 0.0321,1.961 -2.46036,0.289 -0.25495,0.02 -0.31379,-0.08 -0.56338,-0.338 -0.22465,-0.257 -0.35479,-0.152 -0.24782,-0.04 -0.36014,0.04 -0.77376,0.28 -1.66294,0.17454 0.0369,-2.1252 0.0268,-1.75234 -0.0672,-2.74378 0.38094,-1.96422\" id=\"Jefferson, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c20005\" d=\"m 539.06317,276.68614 2.38548,2.624 -3.71907,0.04 -6.89614,0.04 0.0891,-5.419 3.94549,-0.02 4.02213,0.0317 0.87007,0.61232 -0.6971,2.097\" id=\"Atchison, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c20085\" d=\"m 530.83344,279.38714 -0.38094,1.96422 0.0671,2.74378 -7.89098,0 0,-8.099 2.42286,0.0476 1.87673,0.0252 0.0399,-2.08988 3.9544,-0.02 -0.0891,5.419\" id=\"Jackson, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c20149\" d=\"m 522.62867,284.10214 -0.0642,2.09 -0.0232,-0.184 -0.49742,-1.046 -0.25673,-0.328 -0.41898,-0.17 -2.1127,-0.169 -1.19809,0.289 -0.93244,0.955 -0.18542,-0.05 -0.44928,-0.282 -0.11232,-0.105 -1.2694,-0.378 -1.17313,-0.515 -1.66342,-1.541 -0.87539,-1.367 -0.86826,-1.597 0.007,-0.926 0.21752,-0.362 2.26602,-2.458 6.03502,0.03 3.57465,0 0,8.099\" id=\"Pottawatomie, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20161\" d=\"m 506.25301,283.92614 0.12837,-8.02 2.68322,0.02 3.9544,0.03 -2.26602,2.458 -0.21752,0.362 -0.007,0.926 0.86826,1.597 0.87539,1.367 1.66342,1.541 1.17313,0.515 1.2694,0.378 0.0315,3.00034 -2.03364,-0.0173 0,-0.678 -1.39777,-0.02 -4.80484,-0.39 0.0481,-3.033 -1.96829,-0.05\" id=\"Riley, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c20027\" d=\"m 499.06091,281.85214 0.10519,-6.044 7.21528,0.1 -0.12837,8.02 -0.0553,2.041 -7.22419,-0.08 0.0874,-4.035\" id=\"Clay, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20029\" d=\"m 489.24978,275.63414 0.0481,-2.019 9.89136,0.177 -0.0232,2.016 -0.10519,6.044 -9.89136,-0.176 0.0802,-6.042\" id=\"Cloud, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20123\" d=\"m 489.24978,275.63414 -0.0802,6.042 -0.0481,2.016 -9.90027,-0.242 0.25851,-8.057 9.77013,0.241\" id=\"Mitchell, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20141\" d=\"m 479.22114,283.45014 -0.0571,2.018 -9.6899,-0.289 -0.18542,0 0.10519,-3.366 0.13728,-2.676 0.14441,-4.024 9.4813,0.28 0.3227,0 -0.25851,8.057\" id=\"Osborne, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20163\" d=\"m 459.8556,274.77114 9.44208,0.315 0.37797,0.02 -0.14441,4.024 -0.13728,2.676 -0.10519,3.366 -9.62572,-0.321 -0.24068,0 0.43323,-10.071\" id=\"Rooks, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20065\" d=\"m 449.52922,284.44814 0.49029,-10.077 9.38503,0.38 0.45106,0.02 -0.43323,10.071 -9.60254,-0.387 -0.29061,0\" id=\"Graham, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20179\" d=\"m 440.19233,273.88614 9.49913,0.478 0.32805,0 -0.49029,10.077 -9.85035,-0.49 0.51346,-10.072\" id=\"Sheridan, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20193\" d=\"m 427.81921,283.28414 0.61688,-10.022 11.39432,0.61 0.36192,0.01 -0.51346,10.072 -1.60815,-0.08 -4.92607,-0.257 -2.69035,-0.193 -2.63509,-0.144\" id=\"Thomas, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20153\" d=\"m 428.62151,263.19514 1.519,0.08 9.88245,0.529 0.34766,0.03 -0.54021,10.043 -11.39432,-0.61 -0.43324,-0.02 0.61866,-10.044\" id=\"Rawlins, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20039\" d=\"m 440.37062,263.82914 9.52944,0.457 0.27278,0.02 -0.48138,10.06 -9.49913,-0.478 -0.36192,-0.01 0.54021,-10.043\" id=\"Decatur, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20147\" d=\"m 467.64318,264.97014 1.95937,0.06 -0.30487,10.06 -9.44208,-0.315 -0.45106,-0.02 0.41897,-10.062 7.81967,0.281\" id=\"Phillips, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20137\" d=\"m 459.78251,264.68914 0.041,0 -0.41897,10.062 -9.38503,-0.38 -0.32805,0 0.48138,-10.06 9.60967,0.385\" id=\"Norton, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20183\" d=\"m 469.60255,265.02614 5.95479,0.185 3.88131,0.105 -0.2817,10.068 -9.4813,-0.28 -0.37797,-0.02 0.30487,-10.06\" id=\"Smith, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20089\" d=\"m 483.4715,265.41114 5.98688,0.144 -0.16046,8.06 -0.0481,2.019 -9.77013,-0.241 -0.3227,0 0.2817,-10.068 4.03285,0.09\" id=\"Jewell, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20157\" d=\"m 491.38744,265.59814 7.91416,0.127 -0.11232,8.067 -9.89136,-0.177 0.16046,-8.06 1.92906,0.04\" id=\"Republic, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20201\" d=\"m 499.3016,265.72514 7.93199,0.105 1.9362,0.02 -0.10519,10.078 -2.68322,-0.02 -7.21528,-0.1 0.0232,-2.016 0.11232,-8.067\" id=\"Washington, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20117\" d=\"m 515.14953,265.90314 3.92766,0.02 -0.0232,10.07 -6.03502,-0.03 -3.9544,-0.03 0.10519,-10.078 5.97974,0.05\" id=\"Marshall, KS\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c20131\" d=\"m 523.07082,265.93314 3.89736,0 0,8.053 -0.0399,2.08988 -1.87673,-0.0252 -2.42286,-0.0476 -3.57465,0 0.0232,-10.07 3.99363,0\" id=\"Nemaha, KS\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c21105\" d=\"m 648.87547,335.90014 5.68201,-0.139 0.41719,6.254 -0.19968,0.02 -0.13728,0 -1.38886,-1.622 -0.7488,-0.282 -4.33059,-1.046 0.70601,-3.188\" id=\"Hickman, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21075\" d=\"m 648.16946,339.08814 4.33059,1.046 0.7488,0.282 1.38886,1.622 -9.36185,0.676 -1.29436,0.184 1.42273,-3.19 1.1639,1.0898 0.84441,-0.0675 0.24723,-1.08361 0.50969,-0.55868 m -6.4219,3.986 -0.40828,-0.584 -0.025,-0.03 -0.19968,-0.427 -0.007,-0.02 -0.0178,-0.1 -0.0178,-0.07 0.0178,-0.08 0.025,-0.105 0.0232,-0.09 0.0303,-0.04 0.21038,-0.281 0.1141,-0.07 0.33696,-0.05 0.51347,0.08 0.28169,0.08 0.0481,0.03 0.0392,0.03 0.025,0.02 0.11767,0.183 0.0107,0.02 0.11232,0.266 0.0571,0.25 0,0 0.007,0.04 0,0.1 -0.016,0.06 -0.0571,0.227 -0.0232,0.09 -0.0285,0.06 -0.18007,0.339 -0.98949,0.05\" id=\"Fulton, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21013\" d=\"m 750.51689,321.94214 0.48494,0.948 -0.0635,3.86131 1.28298,1.36069 -3.70302,1.987 -4.60515,0.884 -0.91335,-1.48603 1.58727,-0.90897 1.22305,-2.155 1.70799,-1.753 0.75772,-0.713 1.11786,-1.244 0.11232,-0.483 -0.0891,-0.177 -0.41006,-0.323 1.51009,0.202\" id=\"Bell, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c21121\" d=\"m 743.62253,320.12714 0.22643,-0.02 1.57427,0.202 0.58656,0.167 0.23356,0.209 0.2496,0.289 0.0392,0.162 0.53843,0.224 0.77912,0.25 0.75593,0.135 0.40115,0 0.41006,0.323 0.0891,0.177 -0.11232,0.483 -1.11786,1.244 -0.75772,0.713 -1.70799,1.753 -1.22305,2.156 -1.58319,-0.733 -2.29811,-2.667 -0.78625,-2.291 3.70302,-2.771\" id=\"Knox, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21235\" d=\"m 736.22897,323.59814 3.69054,-0.7 0.78625,2.291 2.29811,2.667 1.58319,0.732 -1.58727,0.90897 0.91335,1.48603 -1.03585,0.103 -4.35555,0.5 -1.166,-1.086 -0.53129,-0.651 -1.05903,-2.282 -0.0392,-0.323 0.50277,-3.646\" id=\"Whitley, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21125\" d=\"m 738.03858,314.63814 3.70302,1.148 -0.23177,1.809 0.54556,0.603 0.94848,0.586 0.50634,0.755 0.11232,0.588 -3.70302,2.771 -3.69054,0.7 -1.13925,-0.171 0.70779,-4.578 2.24107,-4.211\" id=\"Laurel, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21051\" d=\"m 744.30537,313.16714 1.47978,0.07 2.7171,1.34 0.72206,0.07 0.40828,0.465 -0.23793,3.14747 1.12223,3.69153 -1.51009,-0.202 -0.40115,0 -0.75593,-0.135 -0.77912,-0.25 -0.53843,-0.224 -0.0392,-0.162 -0.2496,-0.289 -0.23356,-0.209 -0.58656,-0.167 -1.57427,-0.202 -0.22643,0.02 -0.11232,-0.588 -0.50634,-0.755 -0.94848,-0.586 -0.54556,-0.603 0.23177,-1.809 2.56377,-2.619\" id=\"Clay, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21131\" d=\"m 749.63259,315.10314 1.35141,-1.815 1.52614,0.884 1.98611,1.245 0.68997,0.604 0.73098,1.277 0.28348,0.955 -0.025,1.004 -5.17389,3.633 -0.48494,-0.948 -1.12223,-3.69153 0.23793,-3.14747\" id=\"Leslie, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c21095\" d=\"m 756.17572,319.25714 1.14817,0.305 0.54555,0.684 2.70818,-1.462 1.39956,0.771 -0.0731,1.742 -0.37797,0.661 -1.18453,0.94749 -1.7333,0.0851 -0.71417,2.67216 -1.10614,0.0851 -3.46434,2.00421 -1.10232,0.35985 -1.28298,-1.36069 0.0635,-3.86131 5.17389,-3.633\" id=\"Harlan, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c21133\" d=\"m 763.48014,312.38814 0.81833,0.714 0.51525,-0.02 0.50277,-0.41 0.10697,0 0.5937,0.376 0.71671,0.644 -2.47958,2.20387 0.13476,1.9525 -1.6249,0.9805 -0.78697,0.72913 -1.39956,-0.771 -2.70818,1.462 -0.54555,-0.684 0.21929,0.178 0.0642,0 0.82012,-0.651 0.0606,-0.09 0.0481,-0.258 -0.0232,-1.115 -0.46533,-0.893 0.0303,-0.16 0.31379,-0.813 0.51346,-0.963 0.32627,0.226 0.39045,0 0.70779,-0.562 0.36014,-0.362 0.33875,-0.435 1.24444,-0.866 1.20701,-0.41\" id=\"Letcher, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21119\" d=\"m 759.3314,307.93614 1.79356,0.265 1.31933,0.731 0.16581,0.259 0.0891,0.754 -0.0392,0.626 0.32804,0.963 0.0963,0.1 0.40293,0.233 0.34587,0.154 -0.353,0.369 -1.20701,0.41 -1.24444,0.866 -0.33875,0.435 -0.36014,0.362 -0.70779,0.562 -0.39045,0 -0.32627,-0.226 -2.55106,-0.61598 -0.33897,-3.88602 0.0308,-2.34686 2.81998,-0.32714 0.46533,0.321\" id=\"Knott, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21193\" d=\"m 756.01526,310.28914 0.33897,3.88602 2.55106,0.61598 -0.51346,0.963 -0.31379,0.813 -0.0303,0.16 0.46533,0.893 0.0232,1.115 -0.0481,0.258 -0.0606,0.09 -0.82012,0.651 -0.0642,0 -0.21929,-0.178 -1.14817,-0.305 0.025,-1.004 -0.28348,-0.955 -0.73098,-1.277 -0.68997,-0.604 -1.98611,-1.245 -1.52614,-0.884 -1.35141,1.815 -0.40828,-0.465 -0.60974,-1.705 2.1127,-0.747 3.90448,-1.927 1.38351,0.03\" id=\"Perry, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21189\" d=\"m 747.53593,309.07014 1.07864,3.863 0.60974,1.705 -0.72206,-0.07 -2.7171,-1.34 -1.47978,-0.07 -2.30525,-3.657 0.4261,0.321 0.4172,0.171 0.36192,0.07 1.42986,-0.345 1.06081,-0.555 0.21573,-0.314 0.85399,-0.06 0.7702,0.266\" id=\"Owsley, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21109\" d=\"m 738.17408,308.86814 3.3928,0.114 0.43324,0.528 2.30525,3.657 -2.56377,2.619 -3.70302,-1.148 -0.28169,-1.102 -0.49564,-1.197 -0.54021,-0.756 -0.34588,-0.618 -0.0874,-0.587 0.0553,-0.264 1.83101,-1.246\" id=\"Jackson, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21065\" d=\"m 737.52333,302.25414 1.44769,0.16 0.77377,0.758 1.2284,0.827 1.43521,0.1 1.92906,0.482 -2.77058,4.405 -3.3928,-0.114 -0.65075,-6.614\" id=\"Estill, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21129\" d=\"m 744.59598,304.53814 3.55861,1.356 -0.61866,3.176 -0.7702,-0.266 -0.85399,0.06 -0.21573,0.314 -1.06081,0.555 -1.42986,0.345 -0.36192,-0.07 -0.4172,-0.171 -0.4261,-0.321 -0.43324,-0.528 2.77058,-4.405 0.25852,-0.04\" id=\"Lee, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21025\" d=\"m 748.15459,305.89414 0.6133,0.336 0.55269,-0.304 0.12837,-0.176 0.23177,-0.481 0.0481,-0.296 -0.0214,-0.147 0.0464,-0.217 0.0963,-0.161 0.47602,-0.279 2.6333,0.353 5.90665,3.093 -2.81998,0.32714 -0.0308,2.34686 -1.38351,-0.03 -3.90448,1.927 -2.1127,0.747 -1.07864,-3.863 0.61866,-3.176\" id=\"Breathitt, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c21071\" d=\"m 763.67982,301.86114 1.49583,0.617 -0.48316,0.163 -0.30487,0.185 -0.0802,0.119 0.34766,3.311 0.52951,0.523 0.30487,0.716 0.0143,0.505 -0.35301,1.455 -0.84329,2.016 -0.30487,0.41 -0.16938,0.138 -0.34587,-0.154 -0.40293,-0.233 -0.0963,-0.1 -0.32804,-0.963 0.0392,-0.626 -0.0891,-0.754 -0.16581,-0.259 -1.31933,-0.731 -1.79356,-0.265 -1.00376,-5.242 0.58657,0.01 2.08952,-1.075 0.57052,-0.209 0.53842,0.01 1.51188,0.377 0.0553,0.05\" id=\"Floyd, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21115\" d=\"m 763.66377,298.14214 -0.8576,2.09994 0.8736,1.61906 -0.0276,-0.025 -0.0276,-0.025 -1.51188,-0.377 -0.53842,-0.01 -0.57052,0.209 -2.08952,1.075 -0.58657,-0.01 -1.59745,-3.116 -0.0499,-2.45 0.15333,-0.499 0.0802,-0.161 0.30843,-0.264 0.0695,0 2.17867,0.457 1.87023,0.948 1.06972,0.378 1.25336,0.162\" id=\"Johnson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c21153\" d=\"m 756.73019,299.57814 1.59745,3.116 1.00376,5.242 -0.46533,-0.321 -5.90665,-3.093 -0.36905,-0.956 -0.32983,-1.28 2.09843,-3.172 0.0499,-0.05 0.71315,0 0.83438,0.17 0.77377,0.344\" id=\"Magoffin, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21237\" d=\"m 747.96382,300.69514 0.24782,0.386 0.98949,0.451 1.89519,0.641 1.49405,1.393 0.36905,0.956 -2.6333,-0.353 -0.47602,0.279 -0.0963,0.161 -0.0464,0.217 0.0214,0.147 -0.0481,0.296 -0.23177,0.481 -0.12837,0.176 -0.55269,0.304 -0.6133,-0.336 -3.55861,-1.356 1.04476,-2.685 2.32308,-1.158\" id=\"Wolfe, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21197\" d=\"m 739.33295,300.19614 3.56574,-0.16 2.74205,1.817 -1.04476,2.685 -0.25852,0.04 -1.92906,-0.482 -1.43521,-0.1 -1.2284,-0.827 -0.77377,-0.758 0.36193,-2.218\" id=\"Powell, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21049\" d=\"m 736.76918,296.22814 2.56377,3.968 -0.36193,2.218 -1.44769,-0.16 -4.70143,-0.321 0.41363,-4.147 3.53365,-1.558\" id=\"Clark, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21173\" d=\"m 738.36128,294.22014 0.95562,0.915 0.93066,0.144 0.20146,0.177 1.03763,0.957 1.18918,1.441 0.15332,0.31 0.0695,1.872 -3.56574,0.16 -2.56377,-3.968 1.5921,-2.008\" id=\"Montgomery, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21165\" d=\"m 747.31842,296.36514 1.21592,0.232 -0.57052,4.098 -2.32308,1.158 -2.74205,-1.817 -0.0695,-1.872 4.48927,-1.799\" id=\"Menifee, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21175\" d=\"m 755.95108,296.22014 0.72919,0.908 0.0499,2.45 -0.77377,-0.344 -0.83438,-0.17 -0.71315,0 -0.0499,0.05 -2.09843,3.172 0.32983,1.28 -1.49405,-1.393 -1.89519,-0.641 -0.98949,-0.451 -0.24782,-0.386 0.57052,-4.098 2.78662,-2.281 1.20902,2.2504 3.4211,-0.3464\" id=\"Morgan, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c21063\" d=\"m 757.14738,292.13114 0.60407,1.85214 -1.80037,2.23686 -3.4211,0.3464 -1.20902,-2.2504 0.0963,-1.807 0.94848,-1.874 0.43502,0.09 1.37281,0.763 0.73098,0.529 1.38173,0.282 0.56338,0 0.29774,-0.158\" id=\"Elliott, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c21205\" d=\"m 749.30454,289.81614 2.1127,2.693 -0.0963,1.807 -2.78662,2.281 -1.21592,-0.232 -2.84546,-2.821 0.93422,-0.763 0.30487,-0.331 0.7702,-1.172 -0.16759,-0.417 0.17829,-1.014 0.64183,-1.197 2.16976,1.166\" id=\"Rowan, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21011\" d=\"m 740.36166,291.52114 0.1355,-0.157 0.0802,0 1.73651,0.09 0.19255,0.105 0.44037,0.337 0.59726,1.148 0.77912,0.919 0.11945,-0.186 0.0303,-0.225 2.84546,2.821 -4.48927,1.799 -0.15332,-0.31 -1.18918,-1.441 -1.03763,-0.957 -0.20146,-0.177 -0.93066,-0.144 -0.95562,-0.915 2.00038,-2.699\" id=\"Bath, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21181\" d=\"m 737.61248,288.54514 2.74918,2.976 -2.00038,2.699 -4.35733,-3.641 1.37459,-2.228 2.23394,0.194\" id=\"Nicholas, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21069\" d=\"m 743.3444,285.78914 3.79038,2.861 -0.64183,1.197 -0.17829,1.014 0.16759,0.417 -0.7702,1.172 -0.30487,0.331 -0.93422,0.763 -0.0303,0.225 -0.11945,0.185 -0.77912,-0.918 -0.59726,-1.148 -0.44037,-0.337 -0.19255,-0.105 -1.73651,-0.09 -0.0802,0 -0.1355,0.157 -2.74918,-2.976 0.72384,-1.332 1.36568,0.665 2.29812,-1.413 1.34428,-0.676\" id=\"Fleming, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21201\" d=\"m 736.9546,285.01714 1.38172,2.196 -0.72384,1.332 -2.23394,-0.194 -1.62411,-0.39385 0.29944,-1.64415 2.90073,-1.296\" id=\"Robertson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c21023\" d=\"m 737.99044,280.80814 -1.03584,4.209 -2.90073,1.296 -0.85221,-0.556 -1.14996,-5.607 3.30188,0.939 2.63686,-0.281\" id=\"Bracken, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21161\" d=\"m 742.91473,283.25014 0.42967,2.539 -1.34428,0.676 -2.29812,1.413 -1.36568,-0.665 -1.38172,-2.196 1.03584,-4.209 0.60975,0.08 0.21751,0.08 0.11232,0.09 1.56714,1.622 1.39064,0.69 1.02693,-0.121\" id=\"Mason, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21135\" d=\"m 753.53172,279.74714 -1.70442,5.416 -0.80408,2.887 0.19434,0.939 -0.0731,0.168 -0.71671,0.41 -1.12321,0.249 -2.16976,-1.166 -3.79038,-2.861 -0.42967,-2.539 0.0963,-0.811 0.13728,-0.225 0.18542,-0.128 1.39777,-0.612 0.21929,-0.05 0.15154,0.02 0.025,0 0.72028,0.177 1.9148,0.46 0.0481,0.02 0.60083,0.282 0.0428,0.01 1.01802,0.763 0.72337,-0.63486 1.70727,-0.25222 0.30431,-1.21791 1.32464,-1.30901\" id=\"Lewis, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21019\" d=\"m 762.06401,286.00941 0.14853,1.22791 0.60486,0.69952 0.0405,0.9397 -0.24776,0.7956 -3.35715,0.554 -0.83616,-2.925 2.26424,-3.407 1.38298,2.11527\" id=\"Boyd, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c21089\" d=\"m 757.81418,282.77814 2.86685,1.116 -2.26424,3.407 -1.76148,-0.346 -2.67431,-1.189 -0.73989,-0.257 -1.41381,-0.346 1.70442,-5.416 0,0 0.31914,-0.145 1.48691,-0.673 0.48494,-0.213 0.0214,0 0.0909,0 0.18364,0.08 0.082,0.09 0.0232,0.04 0.0481,0.07 0.0303,0.06 0.009,0.03 0.007,0.03 0.0339,0.137 0.0143,0.163 0,0.02 0.009,0.01 -0.0178,0.278 0.16937,0.724 0.49921,1.502 0.041,0.09 0.11945,0.255 0.14442,0.169 0.0178,0.03 0.3851,0.257 0.0802,0.04\" id=\"Greenup, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21043\" d=\"m 751.8273,285.16314 1.41381,0.346 0.73989,0.257 2.67431,1.189 1.76148,0.346 0.83616,2.925 -2.10557,1.905 -0.29774,0.158 -0.56338,0 -1.38173,-0.282 -0.73098,-0.529 -1.37281,-0.763 -0.43502,-0.09 -0.94848,1.874 -2.1127,-2.693 1.12321,-0.249 0.71671,-0.41 0.0731,-0.168 -0.19434,-0.939 0.80408,-2.887\" id=\"Carter, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21127\" d=\"m 759.25295,290.22614 3.35715,-0.554 -0.44929,1.967 0,0 -0.0189,0.50545 0.80496,0.43682 0,0.02 0.33398,0.62528 0.53578,0.22658 0.90506,1.44203 1.21519,0.44384 0.025,0.03 0.007,0.02 0,0.129 -0.46533,0.804 -1.40085,0.33093 -0.43907,1.48507 -1.25336,-0.162 -1.06972,-0.378 -1.87023,-0.948 -2.17867,-0.457 -0.0695,0 -0.30843,0.264 -0.0802,0.161 -0.15333,0.499 -0.72919,-0.908 1.80037,-2.23686 -0.60407,-1.85214 2.10557,-1.905\" id=\"Lawrence, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21159\" d=\"m 767.14013,298.00293 2.09154,2.56421 -1.45094,1.67683 -2.60508,0.23417 -1.49583,-0.617 -0.8736,-1.61906 0.8576,-2.09994 0.43907,-1.48507 1.40085,-0.33093 1.63644,1.67679\" id=\"Martin, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c21195\" d=\"m 765.17565,302.47814 2.60508,-0.23417 1.45094,-1.67683 -0.004,0.01 -0.004,0.01 0.0339,0.113 0.67214,1.035 1.32546,0.77503 0.61789,-0.36623 0.54941,1.04892 1.16569,1.00328 10e-4,0 10e-4,0 10e-4,0 0.001,0 1.17466,0.26062 1.06878,-0.37538 0.47543,0.21776 -5.28086,6.347 -0.6757,0.872 -2.71532,1.531 -0.70601,0.507 -0.20147,0.137 -0.71671,-0.644 -0.5937,-0.376 -0.10697,0 -0.50277,0.41 -0.51525,0.02 -0.81833,-0.714 0.353,-0.369 0.16938,-0.138 0.30487,-0.41 0.84329,-2.016 0.35301,-1.455 -0.0143,-0.505 -0.30487,-0.716 -0.52951,-0.523 -0.34766,-3.311 0.0802,-0.119 0.30487,-0.185 0.48316,-0.163\" id=\"Pike, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21097\" d=\"m 734.05387,286.31314 -0.29944,1.64415 1.62411,0.39385 -1.37459,2.228 -4.163,2.58 -2.62617,-4.582 1.29258,-1.324 4.6943,-1.496 0.85221,0.556\" id=\"Harrison, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c21017\" d=\"m 729.84095,293.15914 4.163,-2.58 4.35733,3.641 -1.5921,2.008 -3.53365,1.558 -0.80745,-0.21577 -0.9998,-0.40813 0.0582,-1.85079 -0.71127,-0.50431 -0.93422,-1.648\" id=\"Bourbon, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c21151\" d=\"m 732.8219,301.93314 4.70143,0.321 0.65075,6.614 -1.83101,1.246 -2.70818,-0.04 -3.8403,-4.919 1.39777,-1.975 1.62954,-1.246\" id=\"Madison, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21203\" d=\"m 736.34307,310.11414 -0.0553,0.264 0.0874,0.587 0.34588,0.618 0.54021,0.756 0.49564,1.197 0.28169,1.102 -2.24107,4.211 -4.36446,-3.593 0.57052,-3.742 1.34464,0.28936 0.28668,-1.73036 2.70818,0.04\" id=\"Rockcastle, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c21147\" d=\"m 735.08972,323.42714 1.13925,0.171 -0.50277,3.646 0.0392,0.323 1.05903,2.282 0.53129,0.651 1.166,1.086 -0.62757,0.07 -9.43495,0.884 1.46374,-3.239 1.15708,-1.822 0.27991,-1.448 3.72977,-2.605\" id=\"McCreary, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21137\" d=\"m 727.79243,308.55414 4.21114,2.96 -0.57052,3.742 -1.02806,-0.40033 -2.64465,2.94833 0.0891,-1.448 -0.4582,-1.357 -1.40668,-0.538 -1.08399,-0.724 -0.28169,-0.907 0.0178,-1.881 3.15568,-2.395\" id=\"Lincoln, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c21079\" d=\"m 726.25025,304.51314 0.33696,-0.321 0.26565,-0.09 1.31041,0.749 0.0713,0.538 0.57052,0.708 0.27456,0.103 0.0481,-0.03 0.66679,-1.015 3.8403,4.919 -0.28668,1.73036 -1.34464,-0.28936 -4.21114,-2.96 -1.76861,-1.624 0.22643,-2.417\" id=\"Garrard, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c21113\" d=\"m 726.73875,300.06314 3.38094,0.98093 1.07267,2.13507 -1.39777,1.975 -0.66679,1.015 -0.0481,0.03 -0.27456,-0.103 -0.57052,-0.708 -0.0713,-0.538 -1.31041,-0.749 -0.26565,0.09 -0.33696,0.321 -0.007,-1.084 0.49564,-3.366\" id=\"Jessamine, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21067\" d=\"m 730.77517,294.80714 0.71127,0.50431 -0.0582,1.85079 0.9998,0.40813 0.80745,0.21577 -0.41363,4.147 -1.62954,1.246 -1.07267,-2.13507 -3.38094,-0.98093 0.31557,-2.671 3.72085,-2.585\" id=\"Fayette, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c21239\" d=\"m 725.05216,295.78514 2.00216,1.607 -0.31557,2.671 -0.49564,3.366 -1.8417,-2.307 -1.62241,-3.231 2.27316,-2.106\" id=\"Woodford, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21209\" d=\"m 727.21478,288.57714 2.62617,4.582 0.93422,1.648 -3.72085,2.585 -2.00216,-1.607 -0.70067,-3.574 2.51028,-3.117 0.35301,-0.517\" id=\"Scott, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21073\" d=\"m 722.03198,292.37814 2.31951,-0.167 0.70067,3.574 -2.27316,2.106 -0.90623,0.79442 -1.96419,-0.74442 -0.0874,-4.812 2.21076,-0.749\" id=\"Franklin, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c21005\" d=\"m 719.90858,297.93914 1.96419,0.74442 0.90623,-0.79442 1.62241,3.231 -1.42095,0.852 -2.14657,1.406 -0.22286,0.12 -0.13015,-0.01 -0.0571,-0.07 -2.20185,0.112 -0.46533,-1.671 1.00554,-1.631 1.14639,-2.291\" id=\"Anderson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c21167\" d=\"m 724.40141,301.12214 1.8417,2.307 0.007,1.084 -0.22643,2.417 -4.9332,1.375 -0.66679,-4.885 0.0571,0.07 0.13015,0.01 0.22286,-0.119 2.14657,-1.407 1.42095,-0.852\" id=\"Mercer, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21021\" d=\"m 726.02382,306.93014 1.76861,1.624 -3.15568,2.395 -3.44985,0.467 -0.0642,-2.002 -0.0321,-1.109 4.9332,-1.375\" id=\"Boyle, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21045\" d=\"m 721.1869,311.41614 3.44985,-0.467 -0.0178,1.881 0.28169,0.907 1.08399,0.724 1.40668,0.538 0.4582,1.357 -0.0891,1.448 -2.92391,3.189 -1.37816,0.36897 -1.37816,-1.66997 -0.4549,-1.46919 -2.07677,-1.14481 1.37459,-2.571 0.49936,-0.0554 -0.23549,-3.03562\" id=\"Casey, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c21199\" d=\"m 727.76034,317.80414 2.64465,-2.94833 1.02806,0.40033 4.36446,3.593 -0.70779,4.578 -3.72977,2.605 -1.25336,-0.611 -1.15718,-1.95749 -1.34953,0.73549 -1.25336,-0.611 -1.56598,-0.92679 0.0559,-1.66821 2.92391,-3.189\" id=\"Pulaski, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c21231\" d=\"m 731.35995,326.03214 -0.27991,1.448 -1.15708,1.822 -1.46374,3.239 -0.1355,0 -3.35892,0.154 -0.38689,-0.08 -0.20859,-0.112 -0.0874,-0.185 -0.47246,-1.366 -0.0499,-0.218 -0.0143,-0.353 0.0481,-0.304 -0.73276,-1.971 -0.49207,-0.85 3.7779,-3.674 1.25336,0.611 1.34953,-0.73549 1.15718,1.95749 1.25336,0.611\" id=\"Wayne, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c21207\" d=\"m 722.08011,319.69214 1.37816,1.66997 1.37816,-0.36897 -0.0559,1.66821 1.56598,0.92679 -3.7779,3.674 -0.89857,0.842 -1.50296,-0.883 -0.66679,-0.28 -0.0963,0.06 0.016,0.114 0.41898,0.561 -0.24426,0.1 -0.15154,-0.03 -0.11945,-0.07 -0.68463,-0.87 0.70959,-0.713 0.2906,-1.706 0.61688,-0.922 1.14103,-2.266 0.68284,-1.503\" id=\"Russell, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21053\" d=\"m 719.83905,327.67914 -0.41898,-0.561 -0.016,-0.114 0.0963,-0.06 0.66679,0.28 1.50296,0.883 0.89857,-0.842 0.49207,0.85 0.73276,1.971 -0.0481,0.304 0.0143,0.353 0.0499,0.218 0.47246,1.366 0.0874,0.185 0.20859,0.112 0.38689,0.08 -5.641,0.354 -0.35301,0.06 0.86826,-5.44\" id=\"Clinton, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21057\" d=\"m 719.34876,326.08914 -0.70959,0.713 0.68463,0.87 0.11945,0.07 0.15154,0.03 0.24426,-0.1 -0.86826,5.44 -2.54059,0.46 -3.4142,-4.284 2.31417,-3.062 4.01859,-0.144\" id=\"Cumberland, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21001\" d=\"m 719.54844,317.07814 2.07677,1.14481 0.4549,1.46919 -0.68284,1.503 -1.14103,2.266 -0.61688,0.922 -0.2906,1.706 -4.01859,0.144 -1.79179,-3.785 2.93104,-2.266 3.07902,-3.104\" id=\"Adair, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c21217\" d=\"m 713.72202,314.12614 0.0339,-0.06 0.35123,-0.149 1.69016,-0.159 1.70108,0.93996 0.65844,-0.58925 0.89013,-0.56607 0.77429,0.17536 1.10181,0.795 -1.37459,2.571 -3.07902,3.104 -1.68659,-2.396 -1.01802,-1.291 -2.10735,-1.383 -0.0553,-0.202 -0.009,-0.658 2.12875,-0.126\" id=\"Taylor, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c21155\" d=\"m 714.19626,307.88014 0.68284,0.931 0.78803,0.731 1.38351,0.348 4.07207,-0.476 0.0642,2.002 0.23549,3.03562 -0.49936,0.0554 -1.10181,-0.795 -0.77429,-0.17536 -0.89013,0.56607 -0.65844,0.58925 -1.70108,-0.93996 -1.69016,0.159 -0.35123,0.149 -0.0339,0.06 -1.2284,-1.94 1.70264,-4.306\" id=\"Marion, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c21229\" d=\"m 720.42383,303.42014 0.66679,4.885 0.0321,1.109 -4.07207,0.476 -1.38351,-0.348 -0.78803,-0.731 -0.68284,-0.931 4.02572,-4.348 2.20185,-0.112\" id=\"Washington, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21215\" d=\"m 712.72718,298.32414 6.03501,1.906 -1.00554,1.631 -4.07542,1.23379 -1.7189,-1.03379 -0.38146,-0.41444 1.13026,-2.63756 0.016,-0.685\" id=\"Spencer, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c21211\" d=\"m 714.68655,293.19914 5.13467,-0.07 0.0874,4.812 -1.14639,2.291 -6.03501,-1.906 0.082,-2.54398 -1.21594,-0.53802 0.19968,-0.262 0.16224,-0.109 0.30488,-0.121 0.6757,-0.202 0.6668,0.05 0.47424,-0.208 0.60974,-1.189\" id=\"Shelby, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21103\" d=\"m 716.13424,287.71814 1.63133,-0.449 4.26641,5.109 -2.21076,0.749 -5.13467,0.07 -0.89856,-3.04 2.34625,-2.441\" id=\"Henry, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21187\" d=\"m 720.07082,285.48614 2.46749,-1.649 0.48138,2.316 2.95065,2.628 0.34409,0.151 0.54734,0.162 -2.51028,3.117 -2.31951,0.167 -4.26641,-5.109 2.30525,-1.783\" id=\"Owen, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21081\" d=\"m 725.31781,281.58714 1.519,0.06 1.67055,5.609 -1.29258,1.324 -0.35301,0.517 -0.54734,-0.162 -0.34409,-0.151 -2.95065,-2.628 -0.48138,-2.316 2.07348,-1.582 0.70602,-0.668\" id=\"Grant, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21191\" d=\"m 732.0517,280.15014 1.14996,5.607 -4.6943,1.496 -1.67055,-5.609 1.96116,-0.578 3.08436,-1.97 0.16937,1.054\" id=\"Pendleton, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21037\" d=\"m 729.93009,275.89814 1.95224,3.198 -3.08436,1.97 -2.35517,-6.454 3.48729,1.286\" id=\"Campbell, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21117\" d=\"m 726.4428,274.61214 2.35517,6.454 -1.96116,0.578 -1.519,-0.06 -0.88431,-6.242 2.0093,-0.733\" id=\"Kenton, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21015\" d=\"m 724.4335,275.34514 0.88431,6.242 -0.70602,0.668 -2.53168,-1.537 -0.24247,-1.003 -1.77395,-2.828 0.81833,-1.847 3.55148,0.305\" id=\"Boone, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21077\" d=\"m 722.08011,280.71814 2.53168,1.537 -2.07348,1.582 -2.46749,1.649 -1.88093,-2.138 3.89022,-2.63\" id=\"Gallatin, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21041\" d=\"m 715.26598,285.34914 2.92391,-2.001 1.88093,2.138 -2.30525,1.783 -1.63133,0.449 -3.35179,-3.231 2.48353,0.862\" id=\"Carroll, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21223\" d=\"m 712.78245,284.48714 3.35179,3.231 -2.34625,2.441 -2.19472,-0.487 -0.0553,-1.449 1.24445,-3.736\" id=\"Trimble, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21185\" d=\"m 713.78799,290.15914 0.89856,3.04 -0.60974,1.189 -0.47424,0.208 -0.6668,-0.05 -0.6757,0.202 -0.30488,0.121 -0.16224,0.109 -0.19968,0.262 -3.2787,-1.858 3.2787,-3.712 2.19472,0.487\" id=\"Oldham, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21111\" d=\"m 708.31457,293.38414 3.2787,1.858 1.21594,0.53802 -0.082,2.54398 -0.016,0.685 -2.17153,1.276 -2.80981,0 -2.75097,1.327 -0.53842,0.399 -0.52951,0.751 -0.2086,-0.17 0.44215,-4.041 1.67233,-2.757 2.4978,-2.41\" id=\"Jefferson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21029\" d=\"m 712.71113,299.00914 -1.13026,2.63756 0.38146,0.41444 -1.46196,2.461 0.16938,0.151 -0.025,0.05 -1.02694,1.254 -0.5723,0.411 -0.77911,0.307 -0.30487,-0.02 -4.05068,-3.913 0.52951,-0.751 0.53842,-0.399 2.75097,-1.327 2.80981,0 2.17153,-1.276\" id=\"Bullitt, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c21179\" d=\"m 717.75665,301.86114 0.46533,1.671 -4.02572,4.348 -1.70264,4.306 -0.62044,0.754 -0.0695,0.05 -0.91639,-0.321 -0.0499,-0.435 0.0321,-0.715 0.0321,-0.354 0.37797,-0.434 -0.41006,-1.615 -0.16759,-0.118 -1.25336,-0.547 -0.25673,-0.05 -1.23018,-1.728 0.30487,0.02 0.77911,-0.307 0.5723,-0.411 1.02694,-1.254 0.025,-0.05 -0.16938,-0.151 1.46196,-2.461 1.7189,1.03379 4.07542,-1.23379\" id=\"Nelson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21123\" d=\"m 709.19175,308.40314 0.25673,0.05 1.25336,0.547 0.16759,0.118 0.41006,1.615 -0.37797,0.434 -0.0321,0.354 -0.0321,0.715 0.0499,0.435 0.91639,0.321 0.0695,-0.05 0.62044,-0.754 1.2284,1.94 -2.12875,0.126 -0.85748,0.22862 -0.34774,1.01638 -4.2985,0.05 0.0553,-2.441 1.21414,-1.67 0.75415,-0.949 1.07864,-2.08\" id=\"Larue, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21087\" d=\"m 710.38805,315.49714 0.34774,-1.01638 0.85748,-0.22862 0.009,0.658 0.0553,0.202 2.10735,1.383 1.01802,1.291 1.68659,2.396 -2.93104,2.266 -1.93975,-0.19299 -1.13926,-1.16501 -0.0713,-5.593\" id=\"Green, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c21169\" d=\"m 710.45937,321.09014 1.13926,1.16501 1.93975,0.19299 1.79179,3.785 -2.31417,3.062 -2.66004,-0.257 -0.60974,-3.776 -0.31379,-1.407 -0.32983,-0.932 -0.16759,-0.644 0.51347,-0.802 1.01089,-0.387\" id=\"Metcalfe, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c21171\" d=\"m 710.35596,329.03814 2.66004,0.257 3.4142,4.284 -6.42012,0.617 -3.43915,0.21 -0.24069,-2.17 2.78476,-2.94267 1.24096,-0.25533\" id=\"Monroe, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c21213\" d=\"m 694.41354,329.72814 0.6347,1.166 3.37319,0.192 -0.0214,0.722 0.19255,2.91 -2.74918,0.676 -3.66558,0 0.42978,-3.85748 1.80594,-1.80852\" id=\"Simpson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c21003\" d=\"m 702.36692,327.72614 3.96332,4.51 0.24069,2.17 -4.18618,0.177 -3.79217,0.135 -0.19255,-2.91 1.79892,-1.895 0.54556,-0.868 1.04654,-1.212 0.57587,-0.107\" id=\"Allen, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21009\" d=\"m 709.44848,321.47714 -0.51347,0.802 0.16759,0.644 0.32983,0.932 0.31379,1.407 0.60974,3.776 -1.24096,0.25533 -2.78476,2.94267 -3.96332,-4.51 0.65966,-3.03 0.75911,-0.0886 0.0218,-2.4644 2.8205,-0.0185 2.8205,-0.64748\" id=\"Barren, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21099\" d=\"m 706.08955,315.54314 4.2985,-0.05 0.0713,5.593 -1.01089,0.387 -2.8205,0.64748 -2.8205,0.0185 0.0709,-1.20909 -2.30487,-2.47891 1.75463,-0.65577 -0.0431,-2.18823 2.80445,-0.07\" id=\"Hart, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c21093\" d=\"m 703.70229,302.59214 0.2086,0.17 4.05068,3.913 1.23018,1.728 -1.07864,2.08 -0.75415,0.949 -1.21414,1.67 -0.0553,2.441 -2.80445,0.07 -0.28883,-1.134 -1.14995,-1.375 -0.34587,-0.03 -0.31379,0.175 -0.49029,0.194 -1.8631,-0.709 1.74365,-4.966 2.53881,-0.722 0.41897,-1.389 -0.70067,-2.767 0.86826,-0.296\" id=\"Hardin, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21163\" d=\"m 694.01952,302.68014 3.62458,-2.329 -0.0553,0.649 0,0.04 0.007,0.161 0.007,0.105 0.0161,0.04 0.12836,0.449 0.10519,0.161 0.041,0.06 0.0874,0.06 0.81121,0.537 0.78089,0.307 0.12837,0.02 2.59586,0.128 0.53664,-0.177 0.70067,2.767 -0.41897,1.389 -2.53881,0.722 -6.66259,-5.072 0.10519,-0.01\" id=\"Meade, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21091\" d=\"m 685.43857,306.21514 2.79732,-1.854 3.19669,3.316 -0.17829,0.171 -0.11232,1.011 1.31219,3.077 -0.30665,-0.117 -3.49443,-1.432 -0.0107,-1.253 -0.7702,-1.07 -1.10182,-1.141 -1.40668,0.02 0.0749,-0.731\" id=\"Hancock, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21027\" d=\"m 691.43258,307.67714 0.13728,0 0.2389,-0.08 0.49921,-0.387 1.17313,-2.674 -0.1355,-1.373 0.0303,-0.251 0.0731,-0.104 0.0963,-0.06 0.36905,-0.07 6.66259,5.072 -1.74365,4.966 -0.19968,0.146 -1.50474,0.827 -1.79892,-0.683 -0.0178,-0.09 -0.21572,-0.223 -0.49029,-0.233 -0.0784,0 -0.41184,0.224 -0.3851,0.442 -0.53843,0.819 -1.04476,-2.152 0.30665,0.117 -1.31219,-3.077 0.11232,-1.011 0.17829,-0.171\" id=\"Breckinridge, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21085\" d=\"m 693.19227,313.97114 0.53843,-0.819 0.3851,-0.442 0.41184,-0.224 0.0784,0 0.49029,0.233 0.21572,0.223 0.0178,0.09 1.79892,0.683 1.50474,-0.827 0.19968,-0.146 1.8631,0.709 0.49029,-0.194 0.31379,-0.175 0.34587,0.03 1.14995,1.374 0.28883,1.134 0.0431,2.18823 -1.75463,0.65577 -5.58573,0.914 -0.52352,-1.05418 -2.2328,-0.40582 -1.40278,-3.80486 1.36358,-0.13314\" id=\"Grayson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21061\" d=\"m 695.98781,319.36914 5.58573,-0.914 2.30487,2.47891 -0.0709,1.20909 -0.0218,2.4644 -0.75911,0.0886 -1.43958,-0.30892 -0.49745,-0.61614 -1.19381,0.65369 -2.29978,-1.70163 -1.60815,-3.354\" id=\"Edmonson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c21227\" d=\"m 697.59596,322.72314 2.29978,1.70163 1.19381,-0.65369 0.49745,0.61614 1.43958,0.30892 -0.65966,3.03 -0.57587,0.107 -1.04654,1.212 -0.54556,0.868 -1.79892,1.895 0.0214,-0.722 -3.37319,-0.192 -0.6347,-1.166 -1.40669,-2.58 0.62757,-4.01 -0.14011,-0.43259 1.59866,0.0389 0.62612,-0.28523 0.6556,0.59888 1.22127,-0.335\" id=\"Warren, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c21031\" d=\"m 693.23149,317.90914 2.2328,0.40582 0.52352,1.05418 1.60815,3.354 -1.22127,0.335 -0.6556,-0.59888 -0.62612,0.28523 -1.59866,-0.0389 0.14011,0.43259 -0.62757,4.01 -4.99738,-1.132 0.44215,-3.373 1.3425,-2.027 -0.21871,-0.87635 0.64203,-0.22728 0.28927,0.49236 0.44449,0.0973 2.28029,-2.193\" id=\"Butler, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c21141\" d=\"m 688.00947,326.01614 4.99738,1.132 1.40669,2.58 -1.80594,1.80852 -0.42978,3.85748 -5.40745,0.649 -0.7702,-9.651 2.0093,-0.376\" id=\"Logan, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c21219\" d=\"m 682.2294,326.49714 3.77077,-0.105 0.7702,9.651 -0.98771,0.114 -4.02393,0.394 0.47067,-10.054\" id=\"Todd, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21177\" d=\"m 684.38489,318.28414 4.06673,4.359 -0.44215,3.373 -2.0093,0.376 -3.77077,0.105 -1.51543,-1.838 0.29595,-0.651 -1.20522,-1.487 -0.21751,-1.285 1.31041,-2.057 3.48729,-0.895\" id=\"Muhlenberg, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21183\" d=\"m 688.65308,310.38714 3.49443,1.432 1.04476,2.152 -1.36358,0.13314 1.40278,3.80486 -2.28029,2.193 -0.44449,-0.0973 -0.28927,-0.49236 -0.64203,0.22728 0.21871,0.87635 -1.3425,2.027 -4.06673,-4.359 -0.31603,-1.44222 1.10406,-2.00278 1.76683,-1.656 1.88238,-1.20504 -0.88398,-0.85296 0.71493,-0.738\" id=\"Ohio, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c21059\" d=\"m 679.70843,307.48614 0.64361,0.45 2.62617,1.751 1.3425,-2.425 1.11786,-1.047 -0.0749,0.731 1.40668,-0.02 1.10182,1.141 0.7702,1.07 0.0107,1.253 -0.71493,0.738 0.88398,0.85296 -1.88238,1.20504 -1.76683,1.656 -6.91753,-2.209 0.36326,-1.286 1.83423,-1.17285 -0.83898,-1.00312 0.0945,-1.68203\" id=\"Daviess, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c21149\" d=\"m 678.25539,312.63014 6.91753,2.209 -1.10406,2.00278 0.31603,1.44222 -3.48729,0.895 -1.00558,-0.8904 -0.80047,-3.1056 -2.33199,-1.59 1.49583,-0.963\" id=\"McLean, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c21107\" d=\"m 679.09155,315.18314 0.80047,3.1056 1.00558,0.8904 -1.31041,2.057 0.21751,1.285 1.20522,1.487 -0.29595,0.651 -1.23019,0.69 -2.07526,0.804 -2.97026,-0.765 -2.80623,-4.432 3.20738,-2.501 2.2268,-1.165 2.02534,-2.107\" id=\"Hopkins, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c21047\" d=\"m 680.71397,324.65914 1.51543,1.838 -0.47067,10.054 -5.56077,0.579 -0.96454,0.111 0.0856,-1.969 -0.12658,-5.689 -1.4156,-0.706 0.66144,-3.489 2.97026,0.765 2.07526,-0.804 1.23019,-0.69\" id=\"Christian, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21221\" d=\"m 673.77682,328.87714 1.4156,0.706 0.12658,5.689 -0.0856,1.969 -2.90073,0.339 0.007,-0.708 -2.98809,-0.06 -1.07151,0.06 -0.86647,-1.526 -1.07508,-2.708 4.91716,-2.57 2.52098,-1.198\" id=\"Trigg, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21143\" d=\"m 665.14773,326.24014 1.69551,-0.898 0.98949,0.03 1.42095,2.362 2.00216,2.339 -4.91716,2.57 -1.72581,-2.523 0.53486,-3.882\" id=\"Lyon, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21033\" d=\"m 671.63203,320.95614 2.80623,4.432 -0.66144,3.489 -2.52098,1.198 -2.00216,-2.339 -1.42095,-2.362 -0.98949,-0.03 0.19022,-1.27646 4.76081,-3.78654 -0.16224,0.677\" id=\"Caldwell, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c21233\" d=\"m 676.75956,313.59314 2.33199,1.59 -2.02534,2.107 -2.2268,1.165 -3.20738,2.501 0.16224,-0.677 -0.83779,-0.18359 0.0102,-0.76177 -1.32868,0.40372 -0.42175,-1.58236 3.26087,-3.967 4.28245,-0.595\" id=\"Webster, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c21101\" d=\"m 676.95211,306.74714 2.75632,0.739 -0.0945,1.68203 0.83898,1.00312 -1.83423,1.17285 -0.36326,1.286 -1.49583,0.963 -4.28245,0.595 -0.73732,-2.60624 -1.03621,-0.47657 -2.22189,-2.70919 4.07565,-0.323 0.75836,-0.20098 -0.2272,1.49545 1.04917,0.26756 0.67758,-0.94419 -0.81185,-0.98166 0.4322,-1.67638 1.01385,1.15101 1.50266,-0.43681\" id=\"Henderson, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c21225\" d=\"m 666.87533,310.92614 0.83086,-0.0669 0.66425,0.42616 0.37806,-0.65042 0.4462,-0.29611 -0.84843,-1.37269 0.13542,-0.56999 2.22189,2.70919 1.03621,0.47657 0.73732,2.60624 -3.26087,3.967 -0.66856,0.0754 -0.63001,-1.62052 -0.45656,0.82708 -0.61074,0.32599 -1.43521,-1.487 -0.1462,-0.264 -0.3851,-1.045 -0.0107,-0.02 -0.0945,-0.52 -0.009,-0.03 0.025,-0.161 0.0963,-0.256 0.0232,-0.05 0.1462,-0.248 0.29061,-0.547 0.0143,0 0.83616,-0.608 0.21751,-0.236 0.1355,-0.247 0.0874,-0.234 0.23356,-0.875\" id=\"Union, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21055\" d=\"m 669.21624,318.15514 0.42175,1.58236 1.32868,-0.40372 -0.0102,0.76177 0.83779,0.18359 -4.76081,3.78654 -0.19022,1.27646 -1.69551,0.898 -0.37753,-2.83809 -3.10085,-2.87591 0.45641,-0.608 0.30666,-0.283 0.016,0 0.0874,-0.06 0.43502,-0.264 0.0392,0 0.1141,-0.03 0.312,-0.09 0.37797,-0.08 2.5085,-0.531 0.18363,-0.04 0.3441,-0.392 0,-0.371 0.61074,-0.32599 0.45656,-0.82708 0.63001,1.62052 0.66856,-0.0754\" id=\"Crittenden, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21139\" d=\"m 661.66935,320.52614 3.10085,2.87591 0.37753,2.83809 -0.53486,3.882 -2.02965,-1.90437 -2.45605,1.31737 -1.54219,-1.146 1.32468,0.141 0.13549,-0.02 0.41898,-0.185 0.21573,-0.595 0.26564,-1.277 -0.51346,-1.141 -0.22464,-0.216 -0.24247,-0.137 -0.76307,-0.916 -0.15511,-0.498 0.0107,-0.153 0,0 0.51525,-2.264 0.0945,-0.227 0.23355,-0.303 0.16224,-0.114 0.12837,-0.1 0.312,-0.143 0.11232,-0.05 1.05368,0.344\" id=\"Livingston, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c21035\" d=\"m 660.56754,335.82514 6.84622,-0.472 0.86647,1.526 1.12363,3.29824 -0.46397,0.85576 -7.97834,0.554 -0.39401,-5.762\" id=\"Calloway, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
       "    <path class=\"c21157\" d=\"m 660.12717,329.53514 2.45605,-1.31737 2.02965,1.90437 1.72581,2.523 1.07508,2.708 -6.84622,0.472 -0.32984,-4.434 -0.11053,-1.856\" id=\"Marshall, KY\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c21083\" d=\"m 660.2377,331.39114 0.32984,4.434 0.39401,5.762 -0.49742,0.03 -5.48946,0.396 -0.41719,-6.254 -0.29774,-3.999 5.97796,-0.371\" id=\"Graves, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21145\" d=\"m 651.68171,325.45414 6.90327,2.935 1.54219,1.146 0.11053,1.856 -5.97796,0.371 -0.0642,-0.176 -2.61191,-6.1 0.0981,-0.03\" id=\"McCracken, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21039\" d=\"m 654.25974,331.76214 0.29774,3.999 -5.68201,0.139 -1.05189,-0.554 -0.009,0 0,-0.53 0.009,0 0.50634,-0.289 0.0107,0 0.68819,-2.298 5.16676,-0.618 0.0642,0.176\" id=\"Carlisle, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c21007\" d=\"m 651.58365,325.48614 2.61191,6.1 -5.16676,0.618 -0.65075,-0.838 -0.85756,-1.927 4.06316,-3.953\" id=\"Ballard, KY\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22103\" d=\"m 636.69491,477.27614 8.21903,0.548 3.30187,4.548 0.0339,0.03 0.12836,0.13 1.23018,2.5 0.0303,0.426 -0.18363,0.465 -0.0499,0.193 0.016,0.123 0.62936,1.194 0.19255,0.371 0.43145,0.505 0.1462,0.169 0.0499,0.03 0.0713,0.05 0.0481,0.03 0.0374,0 0.91818,-0.06 -1.91124,0.784 -0.12837,-0.08 -1.10359,-0.36 -1.93887,-0.1535 -1.22338,-0.69012 -3.11329,-0.59613 -0.84947,-1.0593 -2.77006,-1.34281 -1.51019,0.65673 -0.70221,-8.41087\" id=\"St. Tammany, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22117\" d=\"m 644.54488,470.11114 2.1127,-0.144 0.041,0.713 -0.24247,1.214 -0.1979,0.442 -0.12302,0.02 -0.16046,0.02 -0.0463,0.05 -0.25852,1.075 -0.29774,1.469 -0.2389,1.213 -0.21929,1.642 -8.21903,-0.548 -0.009,-0.41 -1.42986,-3.405 -0.61866,-0.515 -0.14441,-2.177 1.7276,-0.105 8.32422,-0.553\" id=\"Washington, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22081\" d=\"m 572.28873,444.94914 0.83617,0 4.38318,0.16565 0.32716,1.71335 0.23177,0.227 0.47246,0.713 0.37084,1.159 0.009,0.103 -0.10519,1.334 -1.80783,2.139 -0.8112,0.368 -0.7809,0 -0.56873,-0.202 -0.10698,-0.761 -1.75077,-1.293 -0.2086,-0.256 -1.23018,-1.915 -0.74702,-2.466 -1.2908,-0.972 2.77771,-0.07\" id=\"Red River, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c22013\" d=\"m 583.46733,436.59314 0.0647,3.20461 2.04082,-0.23761 -0.49028,7.085 -2.4051,0.06 -4.84227,0.135 -0.32716,-1.71335 -4.38318,-0.16565 0.96453,-4.042 2.62795,-0.08 1.70442,-1.085 -0.0267,-0.571 -0.67392,-2.403 5.74619,-0.184\" id=\"Bienville, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccc\"/>\n",
       "    <path class=\"c22061\" d=\"m 586.32705,432.46914 1.59032,-0.05 0.82725,0.1 0.62757,0.137 0.87792,0.54552 0.12644,1.18428 2.00156,-0.0658 0.0802,2.009 0.0642,2.006 -3.99363,0.141 0.0481,0.993 -3.00414,0.09 -2.04082,0.23761 -0.0647,-3.20461 0.56931,-3.62374 2.29041,-0.50026\" id=\"Lincoln, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c22049\" d=\"m 585.57289,439.56014 3.00414,-0.09 -0.0481,-0.993 3.99363,-0.141 0.0731,1.85 0.11232,0.282 1.97542,1.824 0.0321,0.995 0.11232,3.029 -9.74516,0.33 0.49028,-7.085\" id=\"Jackson, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22127\" d=\"m 585.08261,446.64514 9.74516,-0.33 0.19434,5.029 -0.85935,3.054 -4.99917,0.17 0.025,1.086 -0.0731,0.932 -6.78917,0.248 1.20522,-3.753 0.35301,-1.614 0.0339,-0.281 -0.12837,-1.705 -0.41184,-1.485 -0.70067,-1.294 2.4051,-0.06\" id=\"Winn, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22021\" d=\"m 594.71545,443.28614 5.37714,-0.207 1.14348,2.20101 1.68415,0.57899 0.4261,0.57 0.10519,0.193 0.0481,0.595 -1.0198,0.626 0.4582,1.622 0.26208,0.532 -0.0293,1.1507 -2.17787,-0.0347 -5.97083,0.231 -0.19434,-5.029 -0.11232,-3.029\" id=\"Caldwell, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c22073\" d=\"m 599.07279,432.83314 3.08476,1.56085 0.0566,3.31715 -2.12161,5.368 -5.37714,0.207 -0.0321,-0.995 -1.97542,-1.824 -0.11232,-0.282 -0.0731,-1.85 -0.0642,-2.006 2.96669,-0.1 0.52952,-0.162 0.19968,-0.138 2.52276,-2.467 0.3958,-0.633\" id=\"Ouachita, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c22083\" d=\"m 611.16421,435.55014 -0.18898,1.027 -0.22821,3.054 -3.00414,0.16 -0.72384,0.425 -1.68125,2.002 -0.87361,2.016 -1.54396,1.625 -1.68415,-0.57899 -1.14348,-2.20101 2.12161,-5.368 0.70602,-0.642 1.34963,-0.959 1.3015,-0.441 1.19095,-0.597 0.18364,-0.199 0.26565,-0.482 0.1765,-0.545 -0.0232,-0.09 0.8023,0.259 0.84329,1.622 2.15371,-0.09\" id=\"Richland, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22041\" d=\"m 610.65966,444.30614 0.25174,5.35636 -1.51401,2.10964 -0.47425,-1.31 -0.98058,-0.465 -0.0303,0.192 -0.35122,0.596 -0.71137,0.786 -0.49563,0.362 -0.9271,0.257 -0.28882,-0.37 -0.46533,-0.714 -0.69889,-0.708 -0.49207,-0.314 -0.28169,-0.09 -0.26208,-0.532 -0.4582,-1.622 1.0198,-0.626 -0.0481,-0.595 -0.10519,-0.193 -0.4261,-0.57 1.54396,-1.625 0.87361,-2.016 1.68125,-2.002 0.72384,-0.425 3.00414,-0.16 -0.0874,4.675\" id=\"Franklin, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22107\" d=\"m 610.65966,444.30614 3.33396,-0.136 0.0963,-0.183 0.33696,-0.241 2.14479,-0.692 0.87539,-0.146 0.11411,0 0.25138,0.208 0.005,0.5 0,0.02 1.96116,2.291 -3.99363,5.828 -2.22502,2.942 -0.19255,0.346 -3.23948,-0.307 -0.73097,-2.965 1.51401,-2.10964 -0.25174,-5.35636\" id=\"Tensas, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c22065\" d=\"m 618.02826,435.64414 -0.4368,1.471 0.0339,0.369 0,0.03 0.0553,0.08 0.082,0.128 0.016,0.04 2.14479,2.282 0.1355,3.318 -2.24107,0.278 0,-0.02 -0.005,-0.5 -0.25138,-0.208 -0.11411,0 -0.87539,0.146 -2.14479,0.692 -0.33696,0.241 -0.0963,0.183 -3.33396,0.136 0.0874,-4.675 0.22821,-3.054 7.05303,-0.933\" id=\"Madison, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22035\" d=\"m 616.04927,425.55214 -0.63292,1.021 -0.20146,0.731 0.0321,0.186 1.54218,6.988 0.11411,0.275 0.0214,0.04 0.0606,0.07 0.0214,0.04 0.041,0.03 0.18364,0.161 0.0481,0.04 0.61153,0.191 0.13728,0.313 -7.05303,0.933 0.18898,-1.027 0.54912,-0.524 0.18364,-0.56 0.57765,-2.22 0.29596,-2.547 0.0891,-0.676 0.70067,-2.058 0.59369,-1.34 1.89519,-0.07\" id=\"East Carroll, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22123\" d=\"m 614.15408,425.62514 -0.59369,1.34 -0.70067,2.058 -0.0891,0.676 -0.29596,2.547 -0.57765,2.22 -0.18364,0.56 -0.54912,0.524 -2.15371,0.09 -0.84329,-1.622 -0.8023,-0.259 0.70602,-1.984 2.69035,-5.52 0.1141,-0.493 3.2787,-0.134\" id=\"West Carroll, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22067\" d=\"m 610.40114,425.78514 0.47424,-0.03 -0.1141,0.493 -2.69035,5.52 -0.70602,1.984 0.0232,0.09 -0.1765,0.545 -0.26565,0.482 -0.18364,0.199 -1.19095,0.598 -1.3015,0.44 -1.34963,0.959 -0.70602,0.642 -0.0566,-3.31715 -3.08476,-1.56085 0.0874,-0.07 0.14441,-0.314 -0.0571,-1.214 -0.69711,-1.977 0.17473,-2.997 11.67601,-0.475\" id=\"Morehouse, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22111\" d=\"m 598.72513,426.25914 -0.17473,2.997 0.69711,1.978 0.0571,1.214 -0.14441,0.314 -0.0874,0.07 -0.3958,0.633 -2.52276,2.467 -0.19968,0.138 -0.52952,0.162 -2.96669,0.1 -0.0802,-2.009 -2.00156,0.0658 -0.12644,-1.18428 -0.87792,-0.54552 -0.62757,-0.137 -0.82725,-0.1 -1.59032,0.05 -0.19433,-5.871 12.59241,-0.339\" id=\"Union, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c22027\" d=\"m 581.07115,426.69314 5.06157,-0.1 0.19433,5.871 -2.29041,0.50026 -0.56931,3.62374 -5.74619,0.184 0.0481,-1.133 -0.29061,-1.904 -0.97701,0.04 -0.22642,-6.958 4.79592,-0.13\" id=\"Claiborne, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c22119\" d=\"m 571.4383,426.95114 4.83693,-0.128 0.22642,6.958 0.97701,-0.04 0.29061,1.904 -0.0481,1.133 0.67392,2.403 0.0267,0.57 -1.70442,1.086 -2.62795,0.08 -1.32646,0.02 -0.16224,-2.015 -0.12658,-6.069 -0.20147,-2.498 -0.54734,-0.57 -0.67392,-1.006 -0.36014,-0.642 0,-0.345 0.15867,-0.837 0.58835,0\" id=\"Webster, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22015\" d=\"m 570.84995,426.95814 -0.15867,0.837 0,0.345 0.36014,0.642 0.67392,1.006 0.54734,0.57 0.20147,2.498 0.12658,6.069 0.16224,2.015 1.32646,-0.02 -0.96453,4.042 -0.83617,0 -1.71155,-2.225 -2.15371,-1.148 -2.41757,-7.426 -0.20147,-1.085 -0.82725,-5.722 0.0321,-0.09 0.2086,-0.177 0.18542,0 5.44666,-0.121\" id=\"Bossier, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22017\" d=\"m 565.21787,427.08014 -0.2086,0.176 -0.0321,0.09 0.82725,5.722 0.20147,1.085 2.41757,7.426 2.15371,1.148 1.71155,2.225 -2.77771,0.07 -0.0178,-0.756 -0.18542,-0.28 -0.44928,-0.483 -0.40293,-0.297 -1.58319,-0.532 -0.33696,-0.07 -0.36727,0.08 -0.28348,0.178 -0.1034,0.09 -0.96632,1.141 -0.0535,0.339 0.0392,0.137 -0.0642,0.2 -0.68284,0.629 -1.04654,0.745 -1.77396,0.03 -0.2496,-11.459 -0.0802,-4.34 -0.0713,-3.189 4.38586,-0.1\" id=\"Caddo, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22031\" d=\"m 569.51102,445.01514 1.2908,0.972 0.74702,2.466 1.23018,1.914 0.2086,0.257 1.75077,1.293 -1.6231,0.15197 6.9e-4,1.89603 -8.51677,0.227 -2.74027,-3.062 -0.62579,-4.967 1.77396,-0.03 1.04654,-0.745 0.68284,-0.629 0.0642,-0.2 -0.0392,-0.137 0.0535,-0.339 0.96632,-1.141 0.1034,-0.09 0.28348,-0.178 0.36727,-0.08 0.33696,0.07 1.58319,0.531 0.40293,0.298 0.44928,0.483 0.18542,0.28 0.0178,0.756\" id=\"De Soto, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22085\" d=\"m 564.59921,454.19214 8.51677,-0.227 0.0642,3.006 2.00929,-0.05 0.1462,4.051 1.96828,-0.06 0.12837,4.002 -3.0291,0.09 -0.59517,1.8612 -2.20037,0.3258 -0.22642,0.715 -0.0963,1.255 0.0481,0.04 -0.91461,0.24 -0.20325,-1.189 -0.1355,-0.754 -0.58656,-2.557 -1.8007,-2.612 -2.1127,-2.219 -0.98058,-5.919\" id=\"Sabine, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c22069\" d=\"m 577.83524,446.83714 4.84227,-0.135 0.70067,1.294 0.41184,1.485 0.12837,1.705 -0.0339,0.281 -0.35301,1.614 -1.20522,3.753 5.1097,4.234 -5.0063,4.108 -4.99738,-0.257 -0.12837,-4.002 -1.96828,0.06 -0.1462,-4.051 -2.00929,0.05 -0.0642,-3.006 -6.9e-4,-1.89603 1.6231,-0.15197 0.10698,0.761 0.56873,0.202 0.7809,0 0.8112,-0.368 1.80783,-2.139 0.10519,-1.334 -0.009,-0.103 -0.37084,-1.159 -0.47246,-0.713 -0.23177,-0.227\" id=\"Natchitoches, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22043\" d=\"m 582.32629,456.83414 6.78917,-0.248 0.0731,-0.932 -0.025,-1.086 4.99917,-0.17 0.22464,2.912 0.64184,1.774 0.92531,1.287 0.89321,0.981 0.84865,0.246 -2.08061,0.533 -6.37198,1.808 -0.52238,0.07 -0.59548,-0.209 -0.13371,-0.1 -0.26565,-1.184 -0.29061,-1.453 -5.1097,-4.234\" id=\"Grant, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22059\" d=\"m 595.02211,451.34414 5.97083,-0.231 0.53129,13.838 -1.55288,-0.16 -2.27494,-3.193 -0.84865,-0.246 -0.89321,-0.981 -0.92531,-1.287 -0.64184,-1.774 -0.22464,-2.912 0.85935,-3.054\" id=\"La Salle, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22025\" d=\"m 600.99294,451.11314 2.17787,0.0347 0.0293,-1.1507 0.28169,0.09 0.49207,0.314 0.69889,0.708 0.46533,0.714 0.28882,0.37 0.9271,-0.257 0.49563,-0.362 0.71137,-0.786 0.35122,-0.596 0.0303,-0.192 0.98058,0.465 0.47425,1.31 0.73097,2.965 -2.69391,0.337 -0.15868,0.145 -0.005,1.54473 -2.09903,0.98627 -0.13015,0.225 0.1314,1.26532 1.94642,2.38225 -0.008,0.60213 -1.47009,-0.0131 -0.76996,-1.57723 -0.56052,0.3076 -0.10519,0.656 0.0891,3.489 0.066,0.21 0.624,0.876 -1.09111,-0.539 -0.40293,-0.1 -0.3441,0.06 -0.22642,0.232 -0.1355,0.353 0.19077,0.465 0.23534,0.284 0.0642,0.153 -0.37797,0.225 -0.93244,-0.06 -0.0891,-0.1 -0.35123,-1.431 0,-0.771 -0.53129,-13.838\" id=\"Catahoula, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22029\" d=\"m 610.12836,454.73714 3.23948,0.307 -0.30844,0.528 -0.0143,0.02 -2.09666,4.212 -0.0481,0.09 -0.0731,0.155 -0.007,0.02 -0.73098,5.992 -0.47424,2.477 -0.47603,3.592 -0.47246,0.69 0.0571,-0.554 -1.3425,-1.086 0.14441,-0.346 0.0963,-0.335 0.52416,-2.662 -0.22642,-0.271 -0.35836,-0.185 -0.0998,0.03 -0.65966,-0.09 -0.93066,-0.248 -0.44394,-0.28 -0.44215,-0.611 -0.624,-0.876 -0.066,-0.21 -0.0891,-3.489 0.10519,-0.656 0.56052,-0.3076 0.76996,1.57723 1.47009,0.0131 0.008,-0.60213 -1.94642,-2.38225 -0.1314,-1.26532 0.13015,-0.225 2.09903,-0.98627 0.005,-1.54473 0.15868,-0.145 2.69391,-0.337\" id=\"Concordia, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22009\" d=\"m 599.97135,464.79114 1.55288,0.16 0,0.771 0.35123,1.431 0.0891,0.1 0.93244,0.06 0.37797,-0.224 -0.0642,-0.154 -0.23534,-0.283 -0.19077,-0.465 0.1355,-0.353 0.22642,-0.232 0.3441,-0.06 0.40293,0.1 1.09111,0.539 0.44215,0.611 0.44394,0.28 0.93066,0.248 0.65966,0.09 0.0998,-0.03 0.35836,0.185 0.22642,0.271 -0.52416,2.662 -0.0963,0.335 -0.14441,0.346 -0.48851,0.611 -1.11251,3.978 -7.83393,0.314 -1.43877,-2.619 1.23909,-0.658 -0.47424,-3.207 -0.16224,-4.388 0.17828,-0.153 0.1355,-0.06 0.082,0.02 1.21949,0.572 1.24622,-0.795\" id=\"Avoyelles, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22079\" d=\"m 587.43599,461.06814 0.29061,1.453 0.26565,1.184 0.13371,0.1 0.59548,0.209 0.52238,-0.07 6.37198,-1.808 2.08061,-0.533 2.27494,3.193 -1.24622,0.795 -1.21949,-0.572 -0.082,-0.02 -0.1355,0.06 -0.17828,0.153 0.16224,4.388 0.47424,3.207 -1.23909,0.658 -1.99147,-0.754 -4.19509,2.569 -4.44291,0.296 -0.17651,-2.785 -0.22464,-5.539 -1.02872,-1.462 -0.33874,-0.161 -1.67947,-0.449 5.0063,-4.108\" id=\"Rapides, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22115\" d=\"m 577.43231,464.91914 4.99738,0.257 1.67947,0.449 0.33874,0.161 1.02872,1.462 0.22464,5.539 0.17651,2.785 -3.04693,0.371 -3.0594,0 -5.66596,0.151 -2.69927,0.403 -0.0731,-7.288 -0.0481,-0.04 0.0963,-1.256 0.22642,-0.714 2.20037,-0.3263 0.59517,-1.8617 3.0291,-0.09\" id=\"Vernon, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c22039\" d=\"m 590.32068,475.27614 4.19509,-2.569 1.99147,0.754 1.43877,2.619 0.87539,1.824 0.0499,1.253 0.0232,0.885 -0.82012,2.483 -0.82725,0.715 -3.02197,0.112 -0.65788,0.122 -0.20681,0.233 -0.62935,1.043 -2.74741,0.08 0.0339,-0.153 0.12658,-0.13 0.17651,-0.312 0.5723,-1.391 -0.0428,-0.105 -0.26387,-0.241 -0.16937,-4.195 -0.0321,-0.858 -0.0642,-2.171\" id=\"Evangeline, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22003\" d=\"m 585.87777,475.57214 4.44291,-0.296 0.0642,2.171 0.0321,0.858 0.16937,4.195 0.26387,0.241 0.0428,0.105 -0.5723,1.391 -0.17651,0.312 -0.12658,0.13 -2.84724,0.09 0.058,0.8177 -1.63229,0.009 -3.15033,0.484 -2.30525,0.399 -0.10519,-4.001 1.64737,-0.07 1.3425,-0.04 -0.0963,-4.629 -0.0981,-1.8 3.04693,-0.371\" id=\"Allen, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22011\" d=\"m 582.83084,475.94314 0.0981,1.8 0.0963,4.629 -1.3425,0.04 -1.64737,0.07 0.10519,4.001 0.016,0.476 -5.04018,0.151 -0.0481,-2.009 -2.00751,0.05 0.0553,2.018 -5.08474,0.136 0.0214,-0.02 0.75772,-0.637 0.0802,-0.2 0.007,-0.119 -0.27991,-1.433 -0.55447,-0.669 -0.0571,-0.06 0,0 0.22464,-0.804 2.8205,-5.311 0.35479,-1.542 2.69927,-0.403 5.66596,-0.152 3.0594,0\" id=\"Beauregard, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22053\" d=\"m 589.98371,484.83214 0.44929,8.92 -2.20898,1.339 -5.13466,0.146 -0.025,-1.013 2.12161,-0.121 -0.35479,-1.02 -0.48851,-0.593 -2.09843,-2.332 -0.0437,-2.73483 -2.02798,0.0578 -0.016,-0.529 -0.016,-0.476 2.30525,-0.399 3.15033,-0.484 1.63229,-0.009 -0.058,-0.8177 2.84724,-0.09 -0.0339,0.153\" id=\"Jefferson Davis, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c22019\" d=\"m 580.15654,486.95214 0.016,0.529 2.02798,-0.0578 0.0437,2.73483 2.09843,2.332 0.48851,0.593 0.35479,1.02 -2.12161,0.121 0.025,1.013 -2.62795,0.09 -0.009,-0.339 -11.79725,0.328 -0.0303,0.03 0.0143,-4.441 -0.60796,-3.61 5.08474,-0.136 -0.0553,-2.018 2.00751,-0.05 0.0481,2.009 5.04018,-0.151\" id=\"Calcasieu, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c22023\" d=\"m 588.22402,495.09114 2.45145,-0.104 0.29774,7.859 0.0303,2.667 -0.72385,-0.183 -1.83814,-0.61 -1.6652,-0.724 -0.91461,-0.394 -1.40668,-0.667 -0.66502,-0.267 -0.0267,0 -2.29633,-0.74 -1.79357,-0.435 -1.00554,-0.128 -0.80229,0 -4.14696,0.322 -1.26227,0.168 -1.9255,0.291 -0.96631,0.149 -1.1553,0.277 -0.0588,0.02 -0.11054,0.04 -0.31556,0.103 -0.64897,0.346 -0.39401,0.266 -0.36906,0.314 -1.32396,-0.94886 -0.73544,-1.76767 1.77216,-1.43502 0.10896,-0.97445 2.29098,-3.193 0.0303,-0.03 11.79725,-0.328 0.009,0.338 2.62795,-0.09 5.13466,-0.146\" id=\"Cameron, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22001\" d=\"m 589.98371,484.83214 2.74741,-0.08 4.91894,-0.184 1.39598,0.94 0.80408,2.635 0,0.506 -2.69035,3.584 -1.55823,1.778 -0.41006,0.287 -0.38689,0.178 -0.353,0.119 -3.80108,-0.777 -0.21751,-0.06 -0.44929,-8.92\" id=\"Acadia, LA\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c22097\" d=\"m 605.77994,475.76614 0.29239,0.227 0.75951,1.292 0.70066,1.728 0.0892,0.772 -0.0963,3.125 -0.21751,0.845 0.79516,1.091 0.84508,1.206 -2.65291,0.128 -0.15154,-0.12 -0.99484,-0.354 -1.19096,0.522 -0.57701,0.49011 -2.19797,0.12806 -1.33275,1.80083 0,-0.506 -0.80408,-2.635 -1.39598,-0.94 -4.91894,0.184 0.62935,-1.043 0.20681,-0.233 0.65788,-0.122 3.02197,-0.112 0.82725,-0.715 0.82012,-2.483 -0.0232,-0.885 -0.0499,-1.253 -0.87539,-1.824 7.83393,-0.314\" id=\"St. Landry, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22077\" d=\"m 606.89245,471.78914 1.83101,0.474 -0.0571,0.554 0.12837,2.539 1.8116,0.2101 0.41628,0.0961 0.007,-1.03305 -0.95813,-0.64306 1.36126,-0.23255 0.76602,1.55317 -0.3637,0.23976 -0.13792,1.14288 -1.13261,0.34736 0.36349,0.88569 2.54209,0.0825 0.77688,-0.65644 0.45235,0.009 0.2325,0.66363 0.61331,1.641 -2.86864,3.856 -4.27532,0.194 -1.0929,0.04 0.21751,-0.845 0.0963,-3.125 -0.0892,-0.772 -0.70066,-1.728 -0.75951,-1.292 -0.29239,-0.227 1.11251,-3.977\" id=\"Pointe Coupee, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22121\" d=\"m 615.54472,479.66414 0.51347,0.112 0.15332,0.07 3.45521,7.329 -3.36606,0.184 -0.77199,-0.972 -2.18579,-2.373 -0.6668,-0.497 2.86864,-3.856\" id=\"West Baton Rouge, LA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c22045\" d=\"m 603.37128,504.26014 1.48514,-0.538 0.47602,-0.104 0.6668,0.1 3.15033,1.391 0.0535,0.09 -0.0356,0.151 -1.11252,1.553 -0.23355,0.144 -0.77912,0.241 -0.33696,-0.1 -3.85635,-1.847 -0.30487,-0.33 0.82725,-0.749 m 12.09321,-10.801 2.01919,0.0591 0.89759,0.56891 -0.55448,1.271 -4.30028,0.56 -3.03623,0.387 -1.61528,2.353 -3.16637,2.999 0.002,-2.25958 -1.96889,0.44458 -0.12302,-5.279 0.24782,-0.902 0.87004,-0.02 2.22334,0.42324 0.56507,-1.37924 0.36906,-0.224 0.26743,-0.07 0.56873,-0.02 0.71315,0.154 0.17829,0.06 1.51576,1.18794 1.94835,-0.18194 2.37835,-0.131\" id=\"Iberia, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22047\" d=\"m 612.67608,483.52014 0.6668,0.497 2.18579,2.373 0.77199,0.972 3.36606,-0.184 2.40152,-0.09 -1.37994,6.026 -2.30703,0.972 -0.89759,-0.56891 -2.01919,-0.0591 -0.0178,-0.303 -0.21572,-0.522 -1.18094,-1.16605 -0.89254,-1.81495 -0.3441,-0.152 -0.37083,-0.07 -0.62757,0.06 -0.40828,-0.03 -0.25852,-0.122 -0.25495,-0.21 -0.7078,-1.179 -0.11232,-0.315 -0.0428,-0.134 0.0428,-0.276 -0.0499,-1.204 -0.0874,-0.449 -0.27278,-0.651 -1.26227,-1.198 4.27532,-0.194\" id=\"Iberville, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccccc\"/>\n",
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       "    <path class=\"c22101\" d=\"m 613.52651,495.91814 1.65533,1.03998 0.39676,1.87902 0.68078,1.18252 2.62109,0.34348 2.35339,1.069 0.43324,1.655 -2.60535,1.11817 -1.01031,2.51383 -0.44216,0 -0.84329,-0.161 -3.96154,-0.859 -0.16224,-0.779 -0.11945,-0.651 -0.27278,-0.868 -1.52782,-0.24246 0.0569,-2.03954 -0.23356,-0.161 -2.09487,-0.06 -0.29952,0.04 -2.44253,0.715 3.16637,-2.999 1.61528,-2.353 3.03623,-0.387\" id=\"St. Mary, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22109\" d=\"m 623.08269,500.98114 0.87405,-0.39575 1.71084,0.0525 0.0373,-0.84403 0.87405,-0.39575 0.1355,-0.06 0.26565,0.03 0.52406,1.45494 4.40914,3.24806 3.77077,3.873 0.28704,0.303 0.11945,0.34 0.12124,1.074 -0.50455,2.524 -2.43833,-0.12852 -0.1025,-0.67364 0.61908,-0.75003 -1.24336,-0.59992 -1.06633,0.63737 0.64206,0.7426 -8.4e-4,0.58291 -1.40469,0.15827 -0.38433,1.69727 -2.21286,0.67524 -0.85702,0.44867 0.39765,0.60692 3.09243,-0.73489 0.50543,0.43075 -4.06673,0.91 -2.92206,-2.835 -6.08321,-1.393 -0.50099,-0.394 -0.67927,-0.716 0.0303,-0.166 1.10004,-0.603 0.37641,-1.05311 0.975,0.27211 0.19077,-0.217 -0.0767,-0.451 -0.27634,-0.699 -0.12124,-0.264 -0.0802,-0.08 -1.06793,-0.861 1.01031,-2.51383 2.60535,-1.11817 1.41559,-2.106\" id=\"Terrebonne, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
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       "    <path class=\"c22093\" d=\"m 629.78272,490.23814 -0.23177,2.669 -0.52952,0.378 0.39224,1.92 0.27456,1.045 0.16759,0.353 -4.58911,-0.111 -1.75078,-3.61 6.26679,-2.644\" id=\"St. James, LA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c22037\" d=\"m 620.47792,471.58914 4.60515,-0.259 -0.59547,1.496 0.39401,1.992 0.0963,1.285 0,1.68 -7.97656,0.748 -0.20325,0.152 -0.58657,1.166 -0.15332,-0.07 -0.0464,-0.539 0.0374,-0.754 0.28883,-0.902 0.20325,-0.273 0.79516,-1.365 0.57764,-2.651 0.27992,-1.591 2.28385,-0.112\" id=\"East Feliciana, LA\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c22089\" d=\"m 632.16107,496.41214 -0.29596,-2.1 -0.0321,-0.425 0.2086,-0.338 0.85221,-0.353 1.64559,-1.254 0.71776,0.21499 1.86195,0.33557 0.0732,0.99144 0.0481,0.796 0.20147,1.142 0.12837,0.377 0.60974,0.941 1.21413,0.724 -0.32983,1.911 -0.11232,0.353 -0.28882,0.891 -2.22503,0.115 -0.24247,-0.06 -0.18363,-0.247 -0.007,-0.139 -1.0305,-1.327 -1.73474,-1.847 -1.07863,-0.704\" id=\"St. Charles, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c22105\" d=\"m 630.5547,471.02014 3.93836,-0.251 0.14441,2.177 0.61866,0.515 1.42986,3.405 0.009,0.41 0.70201,8.41119 -0.26155,1.13338 -0.63621,0.0408 -1.50077,-0.0189 -0.54616,-0.53719 -0.54772,-0.112 -0.50186,-0.39968 -0.52487,0.35043 -1.54396,-2.138 -0.48138,-1.205 -0.21751,-3.744 -0.45641,-8.028 0.37618,-0.01\" id=\"Tangipahoa, LA\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
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       "    <path class=\"c26005\" d=\"m 694.83964,192.64114 3.96867,-0.435 0.9164,7.97 -3.71194,0.422 -8.56491,0.931 0.26565,-8.118 7.12613,-0.77\" id=\"Allegan, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26015\" d=\"m 706.68325,191.25914 0.96453,8.023 -3.81712,0.478 -4.10595,0.416 -0.9164,-7.97 3.93836,-0.481 3.93658,-0.466\" id=\"Barry, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26045\" d=\"m 710.64479,190.79914 3.9134,-0.447 0.9984,7.985 -1.97898,0.227 -5.92983,0.718 -0.96453,-8.023 3.96154,-0.46\" id=\"Eaton, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26065\" d=\"m 718.53755,189.72414 3.42846,-0.44 1.30328,8.034 -7.7127,1.019 -0.9984,-7.985 3.97936,-0.628\" id=\"Ingham, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26093\" d=\"m 729.81955,188.13614 1.42273,7.994 -7.81253,1.173 -0.16046,0.02 -1.30328,-8.034 3.91696,-0.596 3.93658,-0.552\" id=\"Livingston, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26125\" d=\"m 739.25272,184.41314 1.67055,10.07 -7.80897,1.33 -1.87202,0.317 -1.42273,-7.994 -0.31378,-2.02 1.96115,-0.303 1.95046,-0.419 5.83534,-0.981\" id=\"Oakland, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26099\" d=\"m 741.18,184.02814 4.06494,-0.649 0.78803,4.354 0.0891,0.545 -1.63845,5.634 -3.56039,0.571 -1.67055,-10.07 1.92728,-0.385\" id=\"Macomb, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26147\" d=\"m 740.15307,178.09814 8.12988,-1.471 0.041,0.145 0.32983,0.971 0.13015,0.346 1.35676,2.01 -0.11232,6.427 -0.12123,2.259 -0.0731,0.561 -0.0571,0.154 -0.8433,1.365 -0.0785,0.1 -0.28347,0.08 -0.95562,0.19 -0.92174,-0.907 -0.0606,-0.161 0.29952,-0.722 0.31379,-0.281 0.41006,0.09 0.20859,-0.293 0.0642,-0.126 0.025,-0.2 -0.041,-0.217 -0.14441,-0.17 -0.0802,-0.04 -0.69176,-0.169 -0.19255,-0.04 -0.25673,0.05 -0.40115,0.219 -0.025,0.01 -0.0891,-0.545 -0.78803,-4.354 -4.06494,0.649 -1.02693,-5.93\" id=\"St. Clair, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26087\" d=\"m 732.24604,177.56014 -0.0321,-0.227 1.80638,-0.32895 -0.31947,-1.95305 3.85635,-0.625 0.15154,0.98 1.96116,-0.291 0.48316,2.983 1.02693,5.93 -1.92728,0.385 -5.83534,0.981 -1.17134,-7.834\" id=\"Lapeer, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c26049\" d=\"m 728.35403,178.10514 3.89201,-0.545 1.17134,7.834 -1.95046,0.419 -1.96115,0.303 0.31378,2.02 -3.93658,0.552 -1.1339,-8.051 -0.21136,-2.12524 3.81632,-0.40676\" id=\"Genesee, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c26155\" d=\"m 724.74907,180.63714 1.1339,8.051 -3.91696,0.596 -3.42846,0.44 -1.03763,-7.834 -0.025,-0.231 7.27411,-1.022\" id=\"Shiawassee, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26037\" d=\"m 717.49992,181.89014 1.03763,7.834 -3.97936,0.628 -3.9134,0.447 -0.93958,-7.985 7.79471,-0.924\" id=\"Clinton, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26067\" d=\"m 701.79818,183.72314 7.90703,-0.909 0.93958,7.985 -3.96154,0.46 -3.93658,0.466 -0.94849,-8.002\" id=\"Ionia, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26139\" d=\"m 693.61659,182.62314 0.49921,3.983 0.36192,2.685 0.36192,3.35 -7.12613,0.77 -1.88271,-7.946 2.44432,-0.248 3.62279,-0.412 -0.24247,-1.991 1.96115,-0.191\" id=\"Ottawa, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26121\" d=\"m 681.83896,177.64714 7.01381,-0.602 0.43323,3.986 4.12378,-0.426 0.20681,2.018 -1.96115,0.191 0.24247,1.991 -3.62279,0.412 -2.44432,0.248 -0.19255,-0.401 -0.73097,-1.294 -1.60637,-2.652 -0.2496,-0.488 -0.58657,-1.287 -0.30487,-0.795 -0.32091,-0.901\" id=\"Muskegon, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26081\" d=\"m 693.40978,180.60514 3.77612,-0.451 4.15409,-0.457 0.45819,4.026 0.94849,8.002 -3.93836,0.481 -3.96867,0.435 -0.36192,-3.35 -0.36192,-2.685 -0.49921,-3.983 -0.20681,-2.018\" id=\"Kent, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26117\" d=\"m 708.61231,174.86814 1.0929,7.946 -7.90703,0.909 -0.45819,-4.026 -4.15409,0.457 -0.43324,-3.994 7.90525,-0.836 3.9544,-0.456\" id=\"Montcalm, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26057\" d=\"m 712.5578,174.40114 3.92767,-0.482 0.98949,7.74 0.025,0.231 -7.79471,0.924 -1.0929,-7.946 3.94549,-0.467\" id=\"Gratiot, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26145\" d=\"m 727.5357,172.22414 0.81833,5.881 -3.81632,0.40676 0.21136,2.12524 -7.27411,1.022 -0.98949,-7.74 -0.0374,-0.362 3.28583,-0.41 -0.20325,-1.991 1.94689,-0.211 0.28375,0.91821 1.58114,-0.12221 2.1127,-0.264 0.35505,0.79181 1.72556,-0.0448\" id=\"Saginaw, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c26151\" d=\"m 736.51423,166.44714 8.36166,-1.512 0.0802,0.475 0.29774,1.51 0.0891,0.29 0.79637,1.5183 1.05845,2.10955 0.56453,4.52715 0.11233,0.282 0.40827,0.98 -8.12988,1.471 -0.48316,-2.983 -1.96116,0.291 -0.15154,-0.98 -1.04298,-7.979\" id=\"Sanilac, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c26157\" d=\"m 730.59688,165.99614 0.20325,1.407 5.7141,-0.956 1.04298,7.979 -3.85635,0.625 0.31947,1.95305 -1.80638,0.32895 0.0321,0.227 -3.89201,0.545 -0.81833,-5.881 -0.36193,-2.7 3.42311,-3.528\" id=\"Tuscola, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c26063\" d=\"m 736.51423,166.44714 -5.7141,0.956 -0.20325,-1.407 0.0267,-0.112 0.18185,-0.909 0.4582,-1.462 1.9772,-3.456 4.51601,-2.875 0.82725,-0.218 2.15371,0.804 0.85934,0.514 0.13728,0.128 0.60974,0.875 1.40669,2.035 0.22642,0.465 0.4582,1.391 0.18363,0.641 0.25674,1.118 -8.36166,1.512\" id=\"Huron, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26017\" d=\"m 718.32539,161.35214 1.98612,-0.257 0.26564,1.961 2.1858,-0.258 -0.12123,3.512 2.49958,2.403 2.03247,0.811 0.36193,2.7 -1.72556,0.0448 -0.35505,-0.79181 -2.1127,0.264 -1.58114,0.12221 -0.28375,-0.91821 -1.94689,0.211 -0.72028,-5.884 -0.48494,-3.92\" id=\"Bay, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c26111\" d=\"m 711.62002,166.40614 3.9437,-0.458 -0.041,-0.337 3.28761,-0.339 0.72028,5.884 0.20325,1.991 -3.28583,0.41 0.0374,0.362 -3.92767,0.482 -0.93778,-7.995\" id=\"Midland, MI\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c26107\" d=\"m 695.87549,168.20514 7.80362,-0.834 0.9788,7.953 -7.90525,0.836 -0.87717,-7.955\" id=\"Mecosta, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26123\" d=\"m 695.87549,168.20514 0.87717,7.955 0.43324,3.994 -3.77612,0.451 -4.12378,0.426 -0.43323,-3.986 -0.82904,-7.997 7.85176,-0.843\" id=\"Newaygo, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26127\" d=\"m 681.54835,169.63714 6.47538,-0.589 0.82904,7.997 -7.01381,0.602 -1.19809,-2.298 -0.19434,-0.369 -0.20859,-0.538 -0.0713,-0.353 -0.0267,-0.266 0.0107,-0.33 0.1034,-0.458 0.26565,-0.506 0.41006,-0.651 0.29061,-0.53 0.20681,-0.602 0.0892,-0.419 0.041,-0.619 -0.009,-0.07\" id=\"Oceana, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26011\" d=\"m 727.68011,156.26514 0.0481,0.86 0.009,0.586 -0.041,1.045 -1.38885,1.638 -1.3425,0.378 -0.39402,0.05 -0.68997,0 -0.28882,0.218 -0.0981,0.112 -0.32092,0.458 -0.36905,1.004 -0.041,0.186 -2.1858,0.258 -0.26564,-1.961 -1.98612,0.257 -0.46355,-3.778 4.60694,-0.587 5.21133,-0.722\" id=\"Arenac, MI\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c26085\" d=\"m 694.95196,160.20214 0.92353,8.003 -7.85176,0.843 -0.9057,-8.074 3.63171,-0.307 4.20222,-0.465\" id=\"Lake, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26105\" d=\"m 681.44494,161.31314 5.67309,-0.339 0.9057,8.074 -6.47538,0.589 -0.87717,-3.432 -1.11513,-1.46505 1.31837,-2.00695 0.57052,-1.42\" id=\"Mason, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c26069\" d=\"m 721.41332,149.06414 9.2424,-1.276 0.0856,0.577 0.10518,1.641 -0.20146,1.952 -1.34072,1.551 -0.30487,-0.09 -0.26743,0 -0.33696,0.121 -0.12659,0.09 -0.21751,0.305 -0.1765,0.339 -0.12123,0.497 -0.0731,1.487 -5.21133,0.722 -1.05546,-7.923\" id=\"Iosco, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26129\" d=\"m 721.41332,149.06414 1.05546,7.923 -4.60694,0.587 -3.30365,0.435 -1.00376,-7.923 7.85889,-1.022\" id=\"Ogemaw, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26143\" d=\"m 705.71158,150.94514 7.84285,-0.859 1.00376,7.923 -3.92945,0.481 -3.98471,0.458 -0.93245,-8.003\" id=\"Roscommon, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26113\" d=\"m 705.71158,150.94514 0.93245,8.003 -3.86348,0.378 -4.06138,0.45 -0.8843,-7.955 7.87671,-0.876\" id=\"Missaukee, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26165\" d=\"m 689.9528,152.67314 7.88207,-0.852 0.8843,7.955 -3.76721,0.426 -4.20222,0.465 -0.79694,-7.994\" id=\"Wexford, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26101\" d=\"m 689.9528,152.67314 0.79694,7.994 -3.63171,0.307 -5.67309,0.339 0.97033,-3.96181 0.14442,-1.31 0.016,-0.457 0.007,-2.252 7.36994,-0.65919\" id=\"Manistee, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
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       "    <path class=\"c26135\" d=\"m 712.55067,142.14714 7.81789,-1.022 1.04476,7.939 -7.85889,1.022 -1.00376,-7.939\" id=\"Oscoda, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26039\" d=\"m 704.82728,142.99014 7.72339,-0.843 1.00376,7.939 -7.84285,0.859 -0.8843,-7.955\" id=\"Crawford, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26079\" d=\"m 704.82728,142.99014 0.8843,7.955 -7.87671,0.876 -0.75951,-6.879 0.0464,-0.802 0.0232,-0.114 0.48316,-0.225 7.19923,-0.811\" id=\"Kalkaska, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26055\" d=\"m 695.26575,143.85814 1.80961,1.084 0.75951,6.879 -7.88207,0.852 -0.60083,-5.985 2.53992,-0.339 0.56652,0.37537 0.13328,-1.19591 0.50675,-0.55389 -0.15477,-0.61558 0.45185,-0.38242 -0.62096,-0.31716 0.44467,-1.08004 0.26242,-1.33306 0.66417,0.56326 -0.38773,0.81748 0.20026,1.58569 -0.52793,0.85322 -0.38336,1.68363 0.5458,0.0234 0.1434,-1.01929 1.52949,-1.89568\" id=\"Grand Treverse, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccc\"/>\n",
       "    <path class=\"c26019\" d=\"m 689.35197,146.68814 0.60083,5.985 -7.36994,0.65919 0.0802,-0.731 0.0178,-0.41 -0.14441,-0.625 -0.14441,-0.323 -0.44929,-0.86 -0.12301,-0.345 -0.0161,-0.53 0.0161,-0.128 0.0891,-0.17 0.2496,-0.192 0.93957,-0.433 1.05368,-0.348 0.24782,-0.273 0.14619,-0.401 0.0392,-0.273 -0.009,-0.201 4.77586,-0.40119\" id=\"Benzie, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path d=\"m 691.99609,136.34766 -1.02929,0.66601 -1.19141,3.32031 -0.73633,0.53321 -0.14844,0.96484 -1.48046,1.65235 -0.56641,-0.58985 -0.88027,0.33867 -0.09,1.05703 -0.90077,0.36592 -0.19948,-0.50498 -0.42159,0.15698 0.0487,0.89693 0.17578,1.99219 4.77539,-0.40235 2.53906,-0.33789 -0.42382,-1.25195 -0.0645,-0.40235 -0.008,-0.57226 0.0312,-0.23242 0.23438,-0.89258 0.0625,-0.0488 -0.30078,-1.77734 0.28906,-1.34961 -0.60547,-1.80274 1.33984,-1.33007 -0.28125,-0.44922 z m -0.10547,10.10937 0.002,0.008 0,-0.008 z m -9.02624,-4.18643 10e-4,-0.68682 0.83563,-0.2884 0.15258,0.23089 -0.0968,0.60035 -0.49363,0.57073 z m 2.6698,-1.43994 0.12728,-0.43027 -0.34961,-1.73047 -0.82812,-0.25 -0.85352,0.55469 0.10157,0.63477 0.64843,0.49609 0.41407,0.57812 z\" id=\"Leelanau, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccccccccc\" transform=\"translate(0,-0.10697528)\"/>\n",
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       "    <path class=\"c26119\" d=\"m 719.46821,133.22714 0.50633,3.913 -0.0731,0.161 -0.009,0.289 0.47603,3.535 -7.81789,1.022 -0.89321,-7.866 1.93619,-0.243 5.87456,-0.811\" id=\"Montmorency, MI\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c26137\" d=\"m 705.73476,134.92214 5.9227,-0.641 0.89321,7.866 -7.72339,0.843 -0.84151,-5.875 1.92603,-0.32537 -0.17704,-1.86763\" id=\"Otsego, MI\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccc\"/>\n",
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       "    <path class=\"c27135\" d=\"m 533.62898,58.881143 -0.0392,0.394 0.0642,1.109 0.33696,0.651 0.7078,0.435 0.25852,0.06 0.1765,0 1.19631,-0.249 0.15154,-0.06 0.33875,-0.201 0.37796,-0.392 0.0713,4.723 -3.88844,0.03 0.0232,3.931 -4.00968,0.06 -12.11638,-0.128 -0.009,-1.737 -0.24247,-2.2 0.025,-6.422 16.57713,0\" id=\"Roseau, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27069\" d=\"m 504.42914,58.753143 12.62271,0.128 -0.025,6.422 0.24247,2.2 0.009,1.737 -11.96662,-0.09 1.12677,-3.126 -0.67571,-1.535 -0.29774,-0.884 -1.10894,-3.623 -0.0892,-0.481 0.0178,-0.339 0.0713,-0.337 0.0731,-0.07\" id=\"Kittson, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27125\" d=\"m 527.7883,83.109143 0.009,1.993 -1.98191,-0.0053 -0.0113,2.012251 -8.03539,0 -0.0274,-2.007751 -1.99796,0.0098 0,-2.644 12.03615,0 0.009,0.651\" id=\"Red Lake, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c27113\" d=\"m 529.56404,77.692143 0.18541,3.481 0.016,1.968 -1.9772,-0.03 -0.009,-0.651 -12.03615,0 -0.25852,-4.807 3.80286,0 1.1553,0.05 2.81159,0.03 6.30958,-0.05\" id=\"Pennington, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27089\" d=\"m 505.31166,69.151143 11.96662,0.09 12.11638,0.128 0,2.958 0.025,0.98 0.1355,0 0.009,4.379 -6.30958,0.05 -2.81159,-0.03 -1.1553,-0.05 -3.80286,0 -10.03577,-0.06 0.009,-0.468 0.50634,-1.952 -0.0981,-5.48 -0.36014,-0.442 -0.12124,-0.06 -0.0731,-0.04\" id=\"Marshall, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27119\" d=\"m 515.48471,77.660143 0.25852,4.807 0,2.644 1.99796,-0.0098 0.0274,2.007751 8.03539,0 0.0113,-2.012251 1.98192,0.0053 -0.009,-1.993 1.9772,0.03 0.0802,5.577 0.16224,0.369 0.2389,0 0,3.954 -8.04252,0.04 -12.33568,-0.06 -0.53843,-3.961 -2.02355,-4.622 -1.49583,-5.391 -0.36192,-1.398 0,-0.06 10.03577,0.06\" id=\"Polk, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccc\"/>\n",
       "    <path class=\"c27107\" d=\"m 522.20435,93.082143 0,7.945997 -2.0093,0 -9.96446,-0.04 -0.0802,-1.992997 -0.2817,-5.978 12.33568,0.06\" id=\"Norman, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27087\" d=\"m 530.24687,93.041143 0.0892,7.970997 -8.13167,0.02 0,-7.945997 8.04252,-0.04\" id=\"Mahnomen, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27029\" d=\"m 529.7655,83.141143 -0.016,-1.968 5.50372,-0.03 0.57944,3.36 0.1765,4.547 0.0713,5.947 0.27456,5.945997 -6.01897,0.06 -0.0892,-7.970997 0,-3.954 -0.2389,0 -0.16224,-0.369 -0.0802,-5.577\" id=\"Clearwater, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27007\" d=\"m 533.40434,69.313143 2.01821,0 0.0481,3.961 12.10212,-0.185 0.35301,11.885 0.0571,3.697 0.11946,2.876 0.009,2.58 -0.0242,0.818204 -3.94624,0.0338 -8.06035,0.03 -0.0713,-5.947 -0.1765,-4.547 -0.57944,-3.361 -5.50372,0.03 -0.18541,-3.48 -0.009,-4.378 -0.1355,0 -0.025,-0.981 0,-2.958 4.00968,-0.06\" id=\"Beltrami, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccc\"/>\n",
       "    <path class=\"c27031\" d=\"m 600.30118,75.275143 0.82012,-0.683 1.38173,-0.676 0.59548,0 0.0553,0.02 0.0731,0.09 0.61866,1.373 0.26386,0.756 0,0.02 0.49742,1.006 0.16224,0.151 2.80446,-0.522 6.0885,-0.482 0.62935,-0.03 0.70067,0.129 0.27813,0.06 0.80407,0.321 0.43502,0.595 0.0785,0.186 -0.0321,0.312 0.0731,0.16 0.40292,0.291 1.14104,0.545 0.37619,0.02 0.3851,-0.185 2.95956,-0.546 2.57803,-0.33 -0.0232,0.216 -0.0571,0.06 -0.8843,0.692 -0.25674,0.193 -3.31792,1.952 -2.11983,1.159 -1.207,0.658 -1.13391,0.49 -1.38885,0.465 -1.06972,0.378 -2.94887,1.238 -1.45482,0.62 -3.00592,1.967 -1.98434,1.649 -2.31416,2.225 -0.45642,-9.346 -0.28169,-4.307 -0.26565,-2.892\" id=\"Cook, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27075\" d=\"m 600.30118,75.275143 0.26565,2.892 0.28169,4.307 0.45642,9.346 -0.34588,0.208 -1.21948,1.366 -0.42432,0.499 -1.93798,2.684 -2.51742,3.021 -0.30487,0.329 -0.6347,0.426997 -0.8433,0.459 -1.9772,2.032 -0.49029,0.537 -0.86112,1.03 -0.49564,-13.258997 -0.37975,-4.837 -0.0963,-1.945 -0.36192,-8.718 0.87182,-0.138 0.42433,0.1 0.016,0.03 0.0553,0.1 0.22464,1.109 -0.11232,0.499 -0.0553,0.145 0.007,0.06 1.11786,0.328 2.40153,0.563 2.47641,-0.176 0.59191,-0.104 0.3637,-0.13 0.23891,-0.128 0.0107,0 3.25373,-2.619\" id=\"Lake, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27061\" d=\"m 568.74617,83.422143 0.007,1.593 0.0981,2.321 0.27278,2.644 0.21572,5.311 0.0963,2.772 0.25673,3.214997 0.0588,1.895 -11.35688,0.218 -0.12837,-6.275997 -0.15155,-0.08 -1.14995,-0.218 -0.30487,-0.02 -0.007,0.09 -0.3851,0.337 -0.17829,0.1 -0.42432,-0.265 -1.35141,-0.917 -0.18364,-0.192 -0.12837,-0.346 0,-0.571 0.0303,-0.06 -0.041,-0.41 -0.60974,-1.068 -0.24069,-0.217 -0.36192,-0.06 -2.79555,1.327 -0.38688,0.225 -0.97344,-0.275 -0.51169,-0.369 -0.009,-2.58 -0.11946,-2.876 -0.0571,-3.697 10.01973,-0.216 -0.025,-1.198 10.82559,-0.128\" id=\"Itasca, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27057\" d=\"m 536.08043,95.002143 8.06035,-0.03 0.13015,2.025 0.19077,7.882997 0.0321,3.97 -2.00751,0.02 -5.95479,0.04 -0.0339,-3.968 -0.11232,-0.266 -0.0303,-1.648 0,-2.073 -0.27456,-5.945997\" id=\"Hubbard, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27021\" d=\"m 544.14078,94.970143 3.94624,-0.0338 0.0242,-0.818204 0.51169,0.369 0.97344,0.275 0.38688,-0.225 2.79555,-1.327 0.36192,0.06 0.24069,0.217 0.60974,1.068 0.041,0.41 -0.0303,0.06 0,0.571 0.12837,0.346 0.18364,0.192 1.35141,0.917 0.42432,0.265 0.17829,-0.1 0.3851,-0.337 0.007,-0.09 0.30487,0.02 1.14995,0.218 0.15155,0.08 0.23355,11.483001 -8.97496,0.122 -0.009,2.644 0.0321,1.347 0.25674,1.095 0.15332,5.777 0.0161,0.948 -0.0802,0.241 -0.14441,0.04 -0.0392,-0.234 -0.10519,-0.169 -1.23018,-0.827 -0.53843,0.04 -0.11232,0.194 -0.312,0.2 -0.75772,0.273 -0.15868,-0.04 -1.29436,-0.57 -0.45107,-0.41 -1.25336,-0.449 -0.77198,-0.571 -0.17472,-5.407 -0.0642,-3.978 2.00751,-0.02 -0.0321,-3.97 -0.19077,-7.883001 -0.13015,-2.025\" id=\"Cass, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c27159\" d=\"m 542.48628,108.86414 0.0642,3.978 0.17472,5.407 0.77198,0.571 -6.76599,0.07 -0.19968,-7.989 0,-2.001 5.95479,-0.04\" id=\"Wadena, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27005\" d=\"m 536.35499,100.94814 0,2.074 0.0303,1.647 0.11232,0.266 0.0339,3.968 0,2.001 -7.4827,0.1 -8.556,-0.05 -0.29774,-9.915 2.0093,0 8.13167,-0.02 6.01897,-0.06\" id=\"Becker, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27027\" d=\"m 520.19505,101.03714 0.29774,9.915 0.018,2.00759 -1.71529,-0.0146 -7.97834,-0.04 -0.009,-1.287 0.30666,-4.998 -0.19434,-0.531 -0.66679,-2.186 -0.0232,-2.908 9.96446,0.04\" id=\"Clay, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c27167\" d=\"m 510.81716,112.90614 7.97834,0.04 -0.007,7.987 0.24247,0 -0.0178,3.994 -0.016,1.993 -4.99739,-0.03 0.29774,-0.836 0.0392,-0.145 0.0321,-0.465 -0.0481,-0.403 -0.61153,-4.821 -2.20897,-5.32 -0.68284,-1.984 0,0\" id=\"Wilkin, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27111\" d=\"m 520.49279,110.95214 8.556,0.05 7.4827,-0.1 0.19968,7.989 0.21038,6.017 -9.99833,0.03 -7.93021,-0.02 0.0178,-3.994 -0.24247,0 0.007,-7.987 1.71529,0.0146 -0.018,-2.00759\" id=\"Otter Tail, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c27137\" d=\"m 568.1186,66.669143 1.66342,0 10.90403,6.035 0.40114,-0.28 3.19847,-0.234 0.41006,0.747 0.70067,1.462 0.0713,0.113 0.12836,0.178 2.81872,0.956 0.36192,8.718 0.0963,1.945 0.37975,4.837 0.49564,13.258997 -0.72028,0.36 -0.64362,0.474 -2.69213,2.308 -0.41006,0.377 -0.12124,0.152 0.10697,0.321 0.40115,0.628 0.64183,0.763 0.17651,0.1 -0.082,0.06 -0.22285,-0.1 -0.91462,-0.894 -0.42789,0.03 -1.1232,0.764 -0.0892,0.184 -0.016,0.169 0.0553,0.145 0,0.02 0.0802,0.09 0.016,0.02 0.016,0.257 -0.21573,0.563 -0.0731,0.07 -0.0784,0.05 -0.47603,0.03 -0.44215,-0.04 -0.36014,-0.25 -0.24247,-2.298 -3.67985,0.1 -8.36522,0.266 -0.0945,-5.948 -0.0588,-1.895 -0.25673,-3.214997 -0.0963,-2.772 -0.21572,-5.311 -0.27278,-2.644 -0.0981,-2.321 -0.007,-1.593 -0.0339,-0.875 -0.17472,-2.089 -0.15511,-1.045 -0.13371,-3.978 -0.0428,-3.92 -0.0874,-4.846\" id=\"St. Louis, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27017\" d=\"m 569.8462,109.12114 8.36522,-0.266 3.67985,-0.1 0.24247,2.298 0.20859,5.632 -12.14312,0.387 -0.11946,-3.448 -0.12836,-0.539 -0.0499,-0.85 -0.0464,-1.134 -0.009,-1.984\" id=\"Carlton, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27115\" d=\"m 570.19921,117.07614 12.14312,-0.387 0.21573,5.964 0.041,0.996 0.0321,0.901 -2.33913,1.46 -3.34288,2.195 -0.005,0 -0.79872,0.699 -0.20147,0.265 -0.19968,0.36 -1.61349,3.231 -4.83871,0.137 -0.19434,-5.737 1.40669,-0.06 -0.10163,-4.058 -0.20324,-5.978\" id=\"Pine, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27065\" d=\"m 564.35853,123.32714 6.04392,-0.273 0.10163,4.058 -1.40669,0.06 0.19434,5.737 -5.99401,0.09 -0.15333,-3.23 -0.0624,-2.45 0.71315,-0.03 0.005,-0.62221 0.63101,-0.0448 -0.0731,-3.294\" id=\"Kanabec, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c27001\" d=\"m 569.75171,103.17314 0.0945,5.948 0.009,1.984 0.0464,1.134 0.0499,0.85 0.12836,0.539 0.11946,3.448 0.20324,5.978 -6.04392,0.273 0.016,-0.603 -0.0481,-1.51 -1.65628,0.03 -4.18618,0.191 -0.18364,-0.12 -0.0499,-0.05 -0.007,-0.06 -0.18363,-7.586 0.4885,-1.68 -0.0481,-3.343 -0.10518,-5.207 11.35688,-0.218\" id=\"Aitkin, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27035\" d=\"m 549.74969,120.81314 0.14441,-0.04 0.0802,-0.241 -0.0161,-0.948 -0.15332,-5.777 -0.25674,-1.095 -0.0321,-1.347 0.009,-2.644 8.97496,-0.122 0.0481,3.343 -0.4885,1.68 0.18363,7.586 0.007,0.06 0.0499,0.05 0.18364,0.12 -0.18364,1.993 -9.02488,0.169 -0.025,-0.763 0.016,-1.214 0.48316,-0.802\" id=\"Crow Wing, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27097\" d=\"m 544.75052,119.26914 0.45107,0.41 1.29436,0.57 0.15868,0.04 0.75772,-0.273 0.312,-0.2 0.11232,-0.194 0.53843,-0.04 1.23018,0.827 0.10519,0.169 0.0392,0.234 -0.48316,0.802 -0.016,1.214 0.025,0.763 9.02488,-0.169 0.0945,3.979 0.082,0 0.61865,1.341 0.12837,2.33 -3.96154,0.05 -5.51263,0.152 1.32467,1.054 -5.98509,0.121 -0.33875,-13.179\" id=\"Morrison, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27153\" d=\"m 543.49716,118.82014 1.25336,0.449 0.33875,13.179 -7.97835,0.112 -0.16937,-7.65 -0.21038,-6.017 6.76599,-0.07\" id=\"Todd, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27041\" d=\"m 536.94155,124.91014 0.16937,7.65 0,0.33 -9.96624,0.03 -0.007,-3.986 -0.1765,0 -0.0178,-3.994 9.99833,-0.03\" id=\"Douglas, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27051\" d=\"m 519.01301,124.92614 7.93021,0.02 0.0178,3.994 0.1765,0 0.007,3.986 -7.96943,0 -0.17828,-6.01 0.016,-1.993\" id=\"Grant, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27155\" d=\"m 513.99958,126.88714 4.99739,0.03 0.17828,6.01 0,4.003 -9.40285,-0.07 -0.28883,-0.369 -0.0642,-0.09 0.22464,-0.771 0.0553,-0.128 0.025,-0.02 0.0321,-0.04 0.025,-0.03 1.46909,-1.18 0.55625,-0.362 0.61866,-0.337 0.32805,-0.33 1.12499,-1.671 0.025,-0.06 0.016,-0.03 0.016,-0.05 0.016,-0.114 0.0392,-0.209 0.0571,-0.497 0.0713,-0.61 0.009,-0.03 0,-0.05 0.0891,-1.004 -0.21751,-1.993\" id=\"Traverse, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27011\" d=\"m 509.7724,136.85914 9.40285,0.07 0.19077,0 -0.0161,3.968 2.01821,0.03 0.2086,5.408 -1.13391,-0.394 -1.64737,-0.665 -0.15154,-0.332 -0.68997,-0.314 -2.04139,-0.433 -0.26565,-1.326 -0.30665,-0.706 -0.52951,-0.426 -1.5511,-0.756 -1.24885,-0.15868 -1.11345,-2.46032 -1.12499,-1.503\" id=\"Big Stone, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c27151\" d=\"m 527.34436,140.90914 7.97478,-0.05 0.18364,5.987 -12.84023,0.05 -1.08577,-0.563 -0.2086,-5.408 5.97618,-0.02\" id=\"Swift, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27149\" d=\"m 527.14468,132.92214 0.016,4.01 0.16937,0 0.0143,3.977 -5.97618,0.02 -2.01821,-0.03 0.0161,-3.968 -0.19077,0 0,-4.003 7.96943,0\" id=\"Stevens, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27121\" d=\"m 537.11092,132.89014 0.0303,3.992 0.13728,0 0.0321,3.972 -1.99147,0 -7.97478,0.05 -0.0143,-3.977 -0.16937,0 -0.016,-4.01 9.96624,-0.03\" id=\"Pope, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27145\" d=\"m 545.08927,132.44814 5.98509,-0.121 2.06635,4.926 1.72047,3.109 -0.68455,1.84572 -1.42901,1.22533 -0.51911,-0.30493 -0.76727,0.48088 -2.1403,0.06 0.0164,-0.981 -2.33684,0.02 -3.70302,0.06 -0.0267,-1.993 -5.96013,0.08 -0.0321,-3.972 -0.13728,0 -0.0303,-3.992 0,-0.33 7.97835,-0.112\" id=\"Stearns, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c27009\" d=\"m 551.07436,132.32714 -1.32467,-1.054 5.51263,-0.152 3.96154,-0.05 0.2086,6.026 -6.29175,0.154 -2.06635,-4.926\" id=\"Benton, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27095\" d=\"m 558.48397,121.43014 4.18618,-0.191 1.65628,-0.03 0.0481,1.51 -0.016,0.603 0.0731,3.294 -0.63101,0.0448 -0.005,0.62221 -0.71315,0.03 0.0624,2.45 0.15333,3.23 0.15154,4.026 -4.0168,0.08 -0.2086,-6.026 -0.12837,-2.33 -0.61865,-1.341 -0.082,0 -0.0945,-3.979 0.18364,-1.993\" id=\"Mille Lacs, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccc\"/>\n",
       "    <path class=\"c27059\" d=\"m 569.29173,132.90614 0.11232,3.97 1.94511,0.288 0.14441,3.005 -2.32308,0.02 -4.64438,0.143 -0.97166,0 -0.10519,-3.311 -0.15154,-4.026 5.99401,-0.09\" id=\"Isanti, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27025\" d=\"m 574.13044,132.76914 -0.65432,2 -0.0214,0.364 0.007,0.151 0.041,0.61 0.0553,0.451 0.21751,0.168 0.77199,0.13 0.32091,-0.05 1.27119,0.685 0.79338,1.501 0.32091,1.624 -0.60974,1.558 -0.42789,0.53 -0.0214,0.02 -0.19433,0.176 -4.41796,0.128 -0.0891,-2.644 -0.14441,-3.005 -1.94511,-0.288 -0.11232,-3.97 4.83871,-0.137\" id=\"Chisago, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27123\" d=\"m 568.38246,148.92914 -0.0507,-2.21144 3.34728,0.0734 0.18542,5.359 -2.57982,0.138 -0.90213,-3.359\" id=\"Ramsey, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccc\"/>\n",
       "    <path class=\"c27003\" d=\"m 563.55445,140.33014 0.97166,0 4.64438,-0.143 2.32308,-0.02 0.0891,2.644 0.0963,3.978 -3.34728,-0.0734 0.0507,2.21144 -0.7662,-0.0202 -0.23892,-2.71515 -3.75871,-1.97369 -0.0642,-3.89\" id=\"Anoka, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c27141\" d=\"m 563.44926,137.01914 0.10519,3.311 0.0642,3.89 -0.15154,-0.02 -0.99662,-1.022 -1.43165,-0.04 -1.36568,0.05 -0.23355,-0.06 -1.63133,-0.932 -2.94708,-1.84 -1.72047,-3.109 6.29175,-0.154 4.0168,-0.08\" id=\"Sherburne, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27171\" d=\"m 551.46124,143.60914 0.76727,-0.48088 0.51911,0.30493 1.42901,-1.22533 0.68455,-1.84572 2.94708,1.84 1.63133,0.932 0.23355,0.06 1.36568,-0.05 1.43165,0.04 0.99662,1.022 -1.93798,0.988 -0.22464,0.185 -1.45482,2.771 -0.2086,2.33 -4.00254,0.07 -3.96867,0.06 -0.2086,-6.999\" id=\"Wright, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c27093\" d=\"m 543.29748,142.76514 3.70302,-0.06 2.33684,-0.02 -0.0164,0.981 2.1403,-0.06 0.2086,6.999 -4.05539,0.0697 0.0707,2.01134 -4.17192,0.06 -0.21573,-9.988\" id=\"Meeker, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c27067\" d=\"m 535.31914,140.86114 1.99147,0 5.96013,-0.08 0.0267,1.993 0.21573,9.988 -7.99439,0.1 -0.016,-6.003 -0.18364,-5.987\" id=\"Kandiyohi, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27023\" d=\"m 522.66255,146.89614 12.84023,-0.05 0.016,6.003 -3.83317,0.04 0.025,3.167 -4.16478,-4.195 -4.88328,-4.966\" id=\"Chippewa, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27163\" d=\"m 571.58271,142.81314 4.41796,-0.128 -0.24782,2 -0.33875,3.03 0.0499,0.755 0.39936,0.853 0.34945,1.615 -0.1248,1.735 -0.56874,2.717 -3.67293,-0.18462 0.018,-3.05538 -0.18542,-5.359 -0.0963,-3.978\" id=\"Washington, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c27037\" d=\"m 569.28459,152.28814 2.57982,-0.138 -0.0181,3.05538 3.67293,0.18462 1.166,0.674 0.0624,1.945 -0.90871,0.0358 0.003,1.97321 -2.07526,0.07 -0.003,0.64691 -1.94037,0.0771 0.0232,0.995 -4.00731,-0.048 -0.0184,-1.49399 -0.007,-2 -0.65253,0.02 -0.21573,-1.992 -0.0731,-1.688 1.76269,-0.65901 0.64953,-1.65499\" id=\"Dakota, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c27053\" d=\"m 563.61863,144.22014 3.75871,1.97369 0.23892,2.71515 0.7662,0.0202 0.90213,3.359 -0.64953,1.65499 -1.76269,0.65901 -3.12537,-0.227 -0.0481,-2 -4.02572,0.105 -0.0321,-2.002 0.2086,-2.33 1.45482,-2.771 0.22464,-0.185 1.93798,-0.988 0.15154,0.02\" id=\"Hennepin, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c27139\" d=\"m 563.747,154.37514 3.12537,0.227 0.0731,1.688 0.21573,1.992 0.65253,-0.02 0.007,2 -3.9758,0.114 -6.33276,0.161 2.28208,-2.291 0.0731,0.03 0.43323,-0.179 1.3746,-1.077 0.40114,-0.538 -0.11232,-0.209 0.0161,-0.337 0.82547,-1.308 0.60439,-0.252 0.33696,0\" id=\"Scott, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27019\" d=\"m 555.63851,150.55114 4.00254,-0.07 0.0321,2.002 4.02572,-0.105 0.0481,2 -0.33696,0 -0.60439,0.252 -0.82547,1.308 -0.0161,0.337 0.11232,0.209 -0.40114,0.538 -1.3746,1.077 -0.43323,0.178 -0.0731,-0.03 -4.00254,-1.686 -0.15333,-6.012\" id=\"Carver, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27085\" d=\"m 551.66984,150.60814 3.96867,-0.06 0.15333,6.012 -1.99147,0.04 -1.98612,0.25 0.0178,1.799 -3.38389,0.07 -0.59547,0 -0.0321,-2.01 -0.13549,-4.025 -0.0707,-2.01134 4.05539,-0.0697\" id=\"McLeod, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccc\"/>\n",
       "    <path class=\"c27143\" d=\"m 555.79184,156.56314 4.00254,1.687 -2.28208,2.291 -0.26564,2 -11.40324,0.217 -0.11232,-1.986 -0.0642,-4.018 2.1537,-0.04 0.0321,2.009 0.59547,0 3.38389,-0.07 -0.0178,-1.799 1.98612,-0.25 1.99147,-0.04\" id=\"Sibley, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27129\" d=\"m 547.68513,152.68914 0.13549,4.025 -2.1537,0.04 0.0642,4.018 0.11232,1.986 -2.57268,0.02 -1.4049,-0.94 -8.1388,-4.532 -2.01643,-1.253 -0.025,-3.167 3.83317,-0.04 7.99439,-0.1 4.17192,-0.06\" id=\"Renville, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27073\" d=\"m 521.57678,146.33314 1.08577,0.563 4.88328,4.966 0,1.028 -1.80536,0.009 -0.008,1.97553 -9.84501,-0.02 0.025,-10.663 2.04139,0.433 0.68997,0.314 0.15154,0.332 1.64737,0.665 1.13391,0.394\" id=\"Lac qui Parle, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c27173\" d=\"m 515.88764,154.85914 9.84501,0.02 0.008,-1.97553 1.80536,-0.009 0,-1.028 4.16478,4.195 2.01643,1.253 0.016,3.607 -3.84208,0 -0.15155,-2.017 -8.01221,0 -5.87456,-0.03 0.025,-4.018\" id=\"Yellow Medicine, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c27081\" d=\"m 521.73724,158.90914 0.22464,9.995 -6.16338,-0.02 0.0499,-7.987 0.0143,-2.017 5.87456,0.03\" id=\"Lincoln, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27083\" d=\"m 529.95627,168.91314 -7.74479,0 -0.2496,0 -0.22464,-9.995 8.01221,0 0.15155,2.017 0.0553,7.987\" id=\"Lyon, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27127\" d=\"m 541.86584,161.84214 0.0571,4.974 -3.96867,0.06 -0.009,2 -5.82642,0.02 -2.16262,0.02 -0.0553,-7.987 3.84208,0 -0.016,-3.607 8.1388,4.532\" id=\"Redwood, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27015\" d=\"m 543.27074,162.78214 0.52595,0.16 0.6971,0.346 3.48016,1.76 0.19255,0.137 0.39401,0.385 1.50296,1.544 0.10519,3.591 -8.09244,0.128 -4.13519,-0.0165 0.004,-1.94449 0.009,-2.001 3.96867,-0.06 -0.0571,-4.974 1.4049,0.94\" id=\"Brown, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccc\"/>\n",
       "    <path class=\"c27103\" d=\"m 557.24666,162.54114 -0.49742,2.009 -0.78803,2.354 0.0392,0.675 0.18542,1.462 -0.025,0.161 -0.69175,0.337 -0.14442,0.02 -0.47959,-0.146 -0.49207,-0.281 -0.20147,-0.159 -3.41419,-1.624 -0.67393,-0.232 -1.50296,-1.544 -0.39401,-0.385 -0.19255,-0.137 -3.48016,-1.76 -0.6971,-0.346 -0.52595,-0.16 2.57268,-0.02 11.40324,-0.217\" id=\"Nicollet, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27079\" d=\"m 557.5123,160.54114 6.33276,-0.161 0.19077,8.011 -4.00076,0.1 -0.0374,-0.9803 -3.99722,0.0723 -0.0392,-0.675 0.78803,-2.354 0.49742,-2.009 0.26564,-2\" id=\"Le Sueur, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccc\"/>\n",
       "    <path class=\"c27131\" d=\"m 563.84506,160.38014 3.9758,-0.114 0.0184,1.49399 4.00731,0.048 0.16937,6.342 -0.0891,0 -5.93696,0.176 -1.95402,0.07 -0.19077,-8.011\" id=\"Rice, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c27049\" d=\"m 576.68529,156.06414 1.69372,1.439 0.17651,0.224 0.041,0.225 1.18918,1.182 0.25851,0.119 0.69889,0.08 2.20898,0.09 0.28169,0.06 0.18542,0.09 0.15867,0.137 0.0571,0.09 0.0907,1.09715 1.21258,0.84785 -3.09506,0.103 0.04,1.99109 -1.93697,0.0759 0.1355,4.009 -2.10201,0.05 -5.9637,0.177 -0.16937,-6.342 -0.0232,-0.995 1.94037,-0.0766 0.003,-0.64641 2.07526,-0.07 -0.003,-1.97321 0.90871,-0.0358 -0.0624,-1.945\" id=\"Goodhue, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c27157\" d=\"m 584.93819,161.74614 2.46368,1.004 1.85159,0.86839 0.92749,0.84954 0.0222,0.51007 -0.0982,0.35854 0.39218,0.33969 0.35445,1.26378 0.26016,0.52827 -3.25631,0.1601 0.0797,2.00862 -3.95441,0.153 -0.0891,-2.009 -3.80999,0.144 -0.1355,-4.01 1.93697,-0.0754 -0.04,-1.99059 3.09506,-0.103\" id=\"Wabasha, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccc\"/>\n",
       "    <path class=\"c27169\" d=\"m 591.11183,167.46842 5.23687,3.75676 2.5868,0.74896 2.40153,3.054 -7.38465,0.353 -5.76936,0.241 -0.24782,-5.985 -0.0797,-2.00862 3.25631,-0.1601\" id=\"Winona, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccc\"/>\n",
       "    <path class=\"c27109\" d=\"m 577.97965,167.97314 2.10201,-0.05 3.80999,-0.144 0.0891,2.009 3.95441,-0.153 0.24782,5.985 -6.10633,0.547 -4.00255,-0.192 -0.0945,-8.004\" id=\"Olmsted, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27039\" d=\"m 572.01595,168.15014 5.9637,-0.177 0.0945,8.004 -5.88882,0.201 -0.25851,-8.028 0.0891,0\" id=\"Dodge, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27147\" d=\"m 571.92681,168.15014 0.25851,8.028 -0.0624,0 -5.91734,0.177 -0.21573,-8.029 5.93696,-0.176\" id=\"Steele, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27161\" d=\"m 564.03583,168.39114 1.95402,-0.07 0.21573,8.029 -4.00076,0.103 -1.9772,0.05 -0.19255,-8.019 4.00076,-0.1\" id=\"Waseca, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27013\" d=\"m 560.03507,168.48714 0.19255,8.019 -7.93912,0.178 -2.01643,0.03 -0.10341,-6.01 -0.10519,-3.591 0.67393,0.232 3.41419,1.624 0.20147,0.159 0.49207,0.281 0.47959,0.146 0.14442,-0.02 0.69175,-0.337 0.025,-0.161 -0.18542,-1.462 3.99722,-0.0723 0.0374,0.9803\" id=\"Blue Earth, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccc\"/>\n",
       "    <path class=\"c27165\" d=\"m 542.07622,170.83314 8.09244,-0.128 0.10341,6.01 -8.03539,0.112 -0.0802,0 -0.0802,-5.994\" id=\"Watonwan, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27033\" d=\"m 532.11889,168.89014 5.82642,-0.02 -0.004,1.94449 4.13519,0.0165 0.0802,5.994 -9.82897,0.1 -0.16759,0 -0.041,-8.033\" id=\"Cottonwood, MN\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccc\"/>\n",
       "    <path class=\"c27101\" d=\"m 529.95627,168.91314 2.16262,-0.02 0.041,8.033 -9.76299,0 -0.20147,0 0.0161,-8.012 7.74479,0\" id=\"Murray, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27117\" d=\"m 515.7985,168.88114 6.16338,0.02 0.2496,0 -0.0161,8.012 -6.44507,-0.03 0.0481,-8.003\" id=\"Pipestone, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27133\" d=\"m 515.75036,176.88414 6.44507,0.03 0.20147,0 -0.0178,8.052 -6.6608,-0.02 0.0321,-8.06\" id=\"Rock, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27105\" d=\"m 522.3969,176.91614 9.76299,0 0.16759,0 0.0178,8.013 -6.7749,0.04 -3.19134,0 0.0178,-8.052\" id=\"Nobles, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27063\" d=\"m 542.15645,176.82714 0.0802,0 0.0963,8.021 -1.01267,0.02 -7.86602,0.07 -1.10895,0 -0.0178,-8.013 9.82897,-0.1\" id=\"Jackson, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27091\" d=\"m 552.2885,176.68414 0.14619,8.011 -3.25552,0.05 -6.84622,0.1 -0.0963,-8.021 8.03539,-0.112 2.01643,-0.03\" id=\"Martin, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27043\" d=\"m 562.20482,176.45814 0.19255,8.043 -5.35931,0.121 -4.60337,0.07 -0.14619,-8.011 7.93912,-0.178 1.9772,-0.05\" id=\"Faribault, MN\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c27047\" d=\"m 572.12292,176.17814 0.25495,8.043 -7.45596,0.215 -2.52454,0.06 -0.19255,-8.043 4.00076,-0.103 5.91734,-0.177\" id=\"Freeborn, MN\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c29143\" d=\"m 638.39755,334.91214 3.11824,-0.442 3.88844,5.238 -1.42273,3.19 -0.1955,0.86287 -0.63404,0.32741 -0.47196,-0.35741 0.0571,-0.70977 0.18007,-0.339 0.0285,-0.06 0.0232,-0.09 0.0571,-0.227 0.016,-0.06 0,-0.1 -0.007,-0.04 0,0 -0.0571,-0.25 -0.11232,-0.266 -0.0107,-0.02 -0.11767,-0.183 -0.025,-0.02 -0.0392,-0.03 -0.0481,-0.03 -0.28169,-0.08 -0.51347,-0.08 -0.33696,0.05 -0.1141,0.07 -0.21038,0.281 -0.0303,0.04 -0.0232,0.09 -0.025,0.105 -0.0178,0.08 0.0178,0.07 0.0178,0.1 0.007,0.02 0.19968,0.427 0.025,0.03 0.40828,0.584 0.26479,1.25996 0.69118,0.94016 -0.003,1.26737 -0.80635,0.26951 -0.96454,-1.485 -0.3637,-0.153 -1.33181,0.24 -1.35141,0.521 -2.81872,0.178 -0.8843,0 -0.31557,-5.559 4.72639,-0.267 -0.42433,-5.358 0.23178,-0.02\" id=\"New Madrid, MO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccccccccccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c29155\" d=\"m 641.89376,346.81114 -0.87453,0.14623 1.08912,0.80804 0.37303,0.77035 -1.05913,0.64787 -1.54908,-0.10591 0.70839,1.33342 1.18224,0.58179 -0.14183,0.83005 -1.19693,0.66454 -0.14333,1.20119 -0.68122,1.03568 -4.81147,0.39675 -0.60974,-9.009 0.8843,0 2.81872,-0.178 1.35141,-0.521 1.33181,-0.24 0.3637,0.153 0.96454,1.485\" id=\"Pemiscot, MO\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccccccc\"/>\n",
       "    <path class=\"c29005\" d=\"m 527.3301,252.38714 6.79808,0.07 2.97383,0.02 0.0321,2.296 0.41719,0 0.0232,2.188 -0.0303,2.853 -6.47716,-0.03 0.0178,-0.418 0,-0.03 0.005,-0.04 -0.0463,-0.119 -1.21414,-1.182 -1.13212,-2.846 -0.0963,-0.408 0.19968,-0.185 0.37797,-0.676 -0.65075,-0.578 -0.22643,0.491 -0.97166,-1.414\" id=\"Atchison, MO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c29087\" d=\"m 537.54416,259.82014 1.65272,0 0.37084,0.717 -0.0464,0.09 -0.0891,0.708 0.23356,1.16 0.1034,0.175 0.21038,0.168 0.92175,5.311 -0.60261,0.683 -0.0143,0.02 -0.1034,0.1 -0.13015,0.05 -0.66858,0.06 -0.0802,0 -0.0642,-0.02 -0.33696,-0.128 -0.43324,-0.16 -0.85935,-0.553 -2.12161,-1.92 -0.11232,-0.163 -0.009,-0.215 -4.29849,-6.044 0,-0.06 6.47716,0.03\" id=\"Holt, MO\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c29165\" d=\"m 539.06317,276.68614 8.82877,-0.08 0.041,1.767 0.082,6.862 -3.39994,-0.907 -3.16637,-5.017 -2.38548,-2.624\" id=\"Platte, MO\" inkscape:connector-curvature=\"0\"/>\n",
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       "    <path class=\"c37087\" d=\"m 764.00252,346.87014 1.831,2.457 0.46884,1.23569 0.88619,-0.12109 1.1271,1.09193 -0.0903,2.59578 0.98491,0.69369 -0.81359,2.46135 -2.00869,0.99465 -5.59287,-4.436 -1.82566,-3.992 -0.0802,-0.437 5.11327,-2.544\" id=\"Haywood, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
       "    <path class=\"c37173\" d=\"m 758.96947,349.85114 1.82566,3.992 -2.63549,1.40528 0.36947,3.18372 -2.03426,0.699 -3.9758,1.228 -0.13015,0.09 -0.33696,-0.379 -0.007,-0.223 0.12836,-0.41 0.0981,-0.122 0.32983,-0.199 0.43146,-0.178 0.25851,-0.145 0.3851,-0.891 0.0874,-0.571 -0.016,-0.249 -0.0802,-0.427 -1.05189,-0.07 -5.80146,0.351 5.02056,-3.18 0.0891,0 0.33697,0 2.62616,-0.271 0.22643,-0.146 3.18955,-2.525 0.66679,-0.977\" id=\"Swain, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c37075\" d=\"m 746.81387,356.93414 5.80146,-0.351 1.05189,0.07 0.0802,0.427 0.016,0.249 -0.0874,0.571 -0.3851,0.891 -0.25851,0.145 -0.43146,0.178 -0.32983,0.199 -0.0981,0.122 -0.12836,0.41 0.007,0.223 0.33696,0.379 -0.32091,0.765 -3.38211,0.738 -1.2694,0.594 -0.18007,0 -0.67393,-0.28 -0.65609,-1.262 0.75415,-4.122 0.15333,0.05\" id=\"Graham, NC\" inkscape:connector-curvature=\"0\"/>\n",
       "    <path class=\"c37039\" d=\"m 752.06799,361.21314 -0.3851,2.209 -2.727,1.45891 -1.73375,3.04809 -2.30346,0.289 -3.57822,0.419 -0.0695,-5.079 1.51543,-1.334 1.98077,-0.05 0.70424,-0.579 0.43502,-0.594 0.65609,1.262 0.67393,0.28 0.18007,0 1.2694,-0.594 3.38211,-0.738\" id=\"Cherokee, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"cccccccccccccccc\"/>\n",
       "    <path class=\"c37121\" d=\"m 779.13373,337.41714 2.47463,4.181 -2.47463,2.409 -0.52416,-1.976 -1.11197,-0.62044 -0.47885,-1.2869 -1.07858,0.29855 -1.72117,-1.23756 -1.10426,-0.11865 3.2787,-2.442 2.74027,0.793\" id=\"Mitchell, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c37199\" d=\"m 773.11476,339.06614 1.10426,0.11865 1.72117,1.23756 1.07858,-0.29855 0.47885,1.2869 1.11197,0.62044 0.52416,1.976 -2.20184,3.125 -2.82942,-2.25 -2.29633,-3.421 1.30862,-2.395\" id=\"Yancey, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccc\"/>\n",
       "    <path class=\"c37115\" d=\"m 769.82715,340.31114 -0.20401,1.28048 1.0464,0.65527 0.64185,-0.6687 0.49475,-0.11705 2.29633,3.421 -1.7276,0.628 -1.01267,0.636 -0.59369,0.425 -1.15708,0.841 -2.34626,1.53 -1.43165,0.385 -1.831,-2.457 0.71136,-3.625 0.83082,-0.21 1.62241,-1.519 1.1553,-1.141 0.3227,-0.234 0.46711,-0.336 0.0874,-0.01 0.27635,0.175 0,0 0.35122,0.337\" id=\"Madison, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c37021\" d=\"m 776.93189,347.13214 0.0414,2.65745 2.4956,1.10455 -1.57427,1.64 -1.34072,-0.563 -1.21413,0.852 -1.53505,0.827 -1.39064,0.516 -0.85221,-0.07 -0.57765,-0.13 -0.19434,-0.101 -0.36014,-0.06 -0.56873,0.223 -0.17829,0.138 -0.47246,0.666 -0.98491,-0.69369 0.0903,-2.59578 -1.1271,-1.09193 -0.88619,0.12109 -0.46884,-1.23569 1.43165,-0.385 2.34626,-1.53 1.15708,-0.841 0.59369,-0.425 1.01267,-0.636 1.7276,-0.628 2.82942,2.25\" id=\"Buncombe, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c37089\" d=\"m 777.89464,352.53414 0.32983,1.696 -1.41393,2.1142 0.29964,2.3998 -3.82783,2.009 -0.24068,-0.126 -0.1355,-0.227 -0.44394,-1.342 -0.12123,-0.844 -0.2086,-0.657 -0.51346,-0.589 -2.40866,-2.145 0.47246,-0.666 0.17829,-0.138 0.56873,-0.223 0.36014,0.06 0.19434,0.101 0.57765,0.13 0.85221,0.07 1.39064,-0.516 1.53505,-0.827 1.21413,-0.852 1.34072,0.563\" id=\"Henderson, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccccccccccccc\"/>\n",
       "    <path class=\"c37149\" d=\"m 784.30584,358.15014 -4.59624,0.475 -2.59942,0.119 -0.29964,-2.3998 1.41393,-2.1142 1.10003,-0.387 0.71493,-0.257 0.16937,0.02 0.57944,0.252 0.27278,0.18 2.93817,2.478 0.1872,0.305 0.11945,1.326\" id=\"Polk, NC\" inkscape:connector-curvature=\"0\" sodipodi:nodetypes=\"ccccccccccccc\"/>\n",
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