get_IHP_data.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# OpenFEMA Data Analysis: Individual Households Program\n",
    "This notebook can be used and adapted to work with [**OpenFEMA datasets**](https://www.fema.gov/about/openfema/data-sets) related to the  Individuals and Households Program (IHP). The python functions within the repository can also be adapted to eventually support other available datasets from OpenFEMA (e.g., disaster information, public assistance)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "\n",
    "from query import (get_url, get_record_count, get_all_records)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demonstration\n",
    "Example query of a single dataset.\n",
    "* `name`: Current supporting the following options from the Individuals and Households Programs (IHP)\n",
    "    * **'HousingAssistanceOwners'**: Housing Assistance Program Data - Owners [V2](https://www.fema.gov/openfema-data-page/housing-assistance-program-data-owners-v2)\n",
    "    * **'HousingAssistanceRenters'**: Housing Assistance Program Data - Renters [V2](https://www.fema.gov/openfema-data-page/housing-assistance-program-data-renters-v2)\n",
    "    * **'IndividualsAndHouseholdsProgramValidRegistrations'**: Individuals and Households Program - Valid Registrations [V1](https://www.fema.gov/openfema-data-page/individuals-and-households-program-valid-registrations-v1)\n",
    "* Additionally, the following options are supported to adjust your query\n",
    "    * `filters`: Dictionary that filters based on key = value. If multiple keys provided, the filter groups using *AND*. For example, `{'state': 'FL'}` would filter records to only pertain to the state of Florida. If not desired, leave empty as `{}`\n",
    "    * `filter_str`: String that allows more complex filters (e.g., *OR* operations); see the [API Reference](https://www.fema.gov/about/openfema/api#filter) for guidance on how to construct an appropriate filter string. The start of the string should most likely begin with **\"$filter=\"**. Alternatively, leave empty as `\"\"`\n",
    "    * `selects`: Reduce the retrieved attributes to a subset of desired attributes. Refer to the relevant dataset documentation (see above links in the `name` section to understand the available attributes). Alternatively, retrieve all attributes by leaving empty as `[]`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 118 records\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>disasterNumber</th>\n",
       "      <th>state</th>\n",
       "      <th>county</th>\n",
       "      <th>city</th>\n",
       "      <th>zipCode</th>\n",
       "      <th>validRegistrations</th>\n",
       "      <th>averageFemaInspectedDamage</th>\n",
       "      <th>totalInspected</th>\n",
       "      <th>totalDamage</th>\n",
       "      <th>noFemaInspectedDamage</th>\n",
       "      <th>...</th>\n",
       "      <th>femaInspectedDamageGreaterThan30000</th>\n",
       "      <th>approvedForFemaAssistance</th>\n",
       "      <th>totalApprovedIhpAmount</th>\n",
       "      <th>repairReplaceAmount</th>\n",
       "      <th>rentalAmount</th>\n",
       "      <th>otherNeedsAmount</th>\n",
       "      <th>approvedBetween1And10000</th>\n",
       "      <th>approvedBetween10001And25000</th>\n",
       "      <th>approvedBetween25001AndMax</th>\n",
       "      <th>totalMaxGrants</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>eed6464a-bb47-4878-a790-e88490c2f7e7</th>\n",
       "      <td>4407</td>\n",
       "      <td>CA</td>\n",
       "      <td>Butte (County)</td>\n",
       "      <td>BERRY CREEK</td>\n",
       "      <td>95916</td>\n",
       "      <td>77</td>\n",
       "      <td>3.22</td>\n",
       "      <td>36</td>\n",
       "      <td>247.98</td>\n",
       "      <td>34</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>5960.56</td>\n",
       "      <td>0.00</td>\n",
       "      <td>4970.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>921bdab5-7128-4627-8455-5ca1a5b2086a</th>\n",
       "      <td>4407</td>\n",
       "      <td>CA</td>\n",
       "      <td>Butte (County)</td>\n",
       "      <td>BIGGS</td>\n",
       "      <td>95917</td>\n",
       "      <td>2</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24fcd39f-95a0-4a51-822c-5e4bee39f2fd</th>\n",
       "      <td>4407</td>\n",
       "      <td>CA</td>\n",
       "      <td>Butte (County)</td>\n",
       "      <td>BUTTE VALLEY</td>\n",
       "      <td>95965</td>\n",
       "      <td>9</td>\n",
       "      <td>812.56</td>\n",
       "      <td>3</td>\n",
       "      <td>7313.03</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>9785.04</td>\n",
       "      <td>7103.04</td>\n",
       "      <td>2682.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3081bf75-bc18-4025-97d2-c5307d84b955</th>\n",
       "      <td>4407</td>\n",
       "      <td>CA</td>\n",
       "      <td>Butte (County)</td>\n",
       "      <td>CHICO</td>\n",
       "      <td>95926</td>\n",
       "      <td>13</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.00</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4179e34d-27ba-4eb8-a1a7-662350d1220d</th>\n",
       "      <td>4407</td>\n",
       "      <td>CA</td>\n",
       "      <td>Butte (County)</td>\n",
       "      <td>CHICO</td>\n",
       "      <td>95928</td>\n",
       "      <td>338</td>\n",
       "      <td>18489.39</td>\n",
       "      <td>77</td>\n",
       "      <td>6249414.21</td>\n",
       "      <td>16</td>\n",
       "      <td>...</td>\n",
       "      <td>45</td>\n",
       "      <td>43</td>\n",
       "      <td>828063.58</td>\n",
       "      <td>610164.98</td>\n",
       "      <td>68787.0</td>\n",
       "      <td>149111.6</td>\n",
       "      <td>18</td>\n",
       "      <td>5</td>\n",
       "      <td>20</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 23 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      disasterNumber state          county  \\\n",
       "id                                                                           \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7            4407    CA  Butte (County)   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a            4407    CA  Butte (County)   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd            4407    CA  Butte (County)   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955            4407    CA  Butte (County)   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d            4407    CA  Butte (County)   \n",
       "\n",
       "                                              city zipCode  \\\n",
       "id                                                           \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7   BERRY CREEK   95916   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a         BIGGS   95917   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd  BUTTE VALLEY   95965   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955         CHICO   95926   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d         CHICO   95928   \n",
       "\n",
       "                                      validRegistrations  \\\n",
       "id                                                         \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                  77   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                   2   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                   9   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                  13   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                 338   \n",
       "\n",
       "                                      averageFemaInspectedDamage  \\\n",
       "id                                                                 \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                        3.22   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                        0.00   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                      812.56   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                        0.00   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                    18489.39   \n",
       "\n",
       "                                      totalInspected  totalDamage  \\\n",
       "id                                                                  \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7              36       247.98   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a               0         0.00   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd               3      7313.03   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955               2         0.00   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d              77   6249414.21   \n",
       "\n",
       "                                      noFemaInspectedDamage  ...  \\\n",
       "id                                                           ...   \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                     34  ...   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                      0  ...   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                      2  ...   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                      2  ...   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                     16  ...   \n",
       "\n",
       "                                      femaInspectedDamageGreaterThan30000  \\\n",
       "id                                                                          \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                                    0   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                                    0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                                    0   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                                    0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                                   45   \n",
       "\n",
       "                                      approvedForFemaAssistance  \\\n",
       "id                                                                \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                          4   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                          0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                          1   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                          0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                         43   \n",
       "\n",
       "                                      totalApprovedIhpAmount  \\\n",
       "id                                                             \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                 5960.56   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                    0.00   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                 9785.04   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                    0.00   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d               828063.58   \n",
       "\n",
       "                                      repairReplaceAmount  rentalAmount  \\\n",
       "id                                                                        \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                 0.00        4970.0   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                 0.00           0.0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd              7103.04        2682.0   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                 0.00           0.0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d            610164.98       68787.0   \n",
       "\n",
       "                                      otherNeedsAmount  \\\n",
       "id                                                       \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7               0.0   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a               0.0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd               0.0   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955               0.0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d          149111.6   \n",
       "\n",
       "                                      approvedBetween1And10000  \\\n",
       "id                                                               \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                         4   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                         0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                         0   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                         0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                        18   \n",
       "\n",
       "                                      approvedBetween10001And25000  \\\n",
       "id                                                                   \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                             0   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                             0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                             0   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                             0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                             5   \n",
       "\n",
       "                                      approvedBetween25001AndMax  \\\n",
       "id                                                                 \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7                           0   \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a                           0   \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd                           1   \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955                           0   \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d                          20   \n",
       "\n",
       "                                      totalMaxGrants  \n",
       "id                                                    \n",
       "eed6464a-bb47-4878-a790-e88490c2f7e7               0  \n",
       "921bdab5-7128-4627-8455-5ca1a5b2086a               0  \n",
       "24fcd39f-95a0-4a51-822c-5e4bee39f2fd               0  \n",
       "3081bf75-bc18-4025-97d2-c5307d84b955               0  \n",
       "4179e34d-27ba-4eb8-a1a7-662350d1220d              15  \n",
       "\n",
       "[5 rows x 23 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Select dataset\n",
    "name = 'HousingAssistanceOwners'\n",
    "\n",
    "# Add filters and selects\n",
    "filters = {'disasterNumber': 4407, 'state': 'CA'}\n",
    "filter_str = ''\n",
    "selects = []\n",
    "\n",
    "# Determine url\n",
    "url = get_url(name, filters=filters, filter_str=filter_str, selects=selects)\n",
    "\n",
    "# Determine records count\n",
    "n_records = get_record_count(name, filters=filters, filter_str=filter_str)\n",
    "print(f\"Found {n_records:,.0f} records\")\n",
    "\n",
    "# Retrieve all records\n",
    "records = get_all_records(url, name, n_records)\n",
    "\n",
    "# Preview\n",
    "records.set_index('id').head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Collect all supported datasets for a given disaster\n",
    "\n",
    "In this case, we may be interested in multiple datasets pertaining to a specific [disaster declaration number](https://www.fema.gov/disaster/declarations).\n",
    "\n",
    "For example, `{'disasterNumber': 4339}` would filter data for Hurricane Maria. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HousingAssistanceOwners: found 7,520 records\n",
      "HousingAssistanceRenters: found 4,580 records\n",
      "IndividualsAndHouseholdsProgramValidRegistrations: found 1,120,768 records\n",
      "Found >10k records; need to paginate. This may take a few minutes...\n"
     ]
    }
   ],
   "source": [
    "# Dataset names\n",
    "names = ['HousingAssistanceOwners', 'HousingAssistanceRenters',\n",
    "         'IndividualsAndHouseholdsProgramValidRegistrations']\n",
    "\n",
    "# Filter by disaster declaration number\n",
    "filters = {'disasterNumber': 4339}\n",
    "\n",
    "# Extract data\n",
    "data = dict.fromkeys(names)\n",
    "for name in names:\n",
    "    url = get_url(name, filters=filters)\n",
    "    n_records = get_record_count(name, filters=filters, filter_str=filter_str)\n",
    "    print(f\"{name}: found {n_records:,.0f} records\")\n",
    "    data[name] = get_all_records(url, name, n_records)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "                           tenure \n",
       "approvedForFemaAssistance  Owners     328,910\n",
       "                           Renters    145,212\n",
       "totalInspected             Owners     536,765\n",
       "                           Renters    213,547\n",
       "validRegistrations         Owners     775,223\n",
       "                           Renters    338,790\n",
       "dtype: object"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Handle the housing assistance program data\n",
    "tenures = ['Owners', 'Renters']\n",
    "for tenure in tenures:\n",
    "    data[f'HousingAssistance{tenure}']['tenure'] = tenure\n",
    "program_data = pd.concat([data[f'HousingAssistance{tenure}'] for tenure in tenures], axis=0)\n",
    "\n",
    "# Arrange some statistics\n",
    "values = ['validRegistrations', 'totalInspected', 'approvedForFemaAssistance',\n",
    "        #   'totalInspectedWithNoDamage', 'totalWithModerateDamage', 'totalWithMajorDamage'\n",
    "         ]\n",
    "program_stats = program_data.pivot_table(index='county', columns='tenure', values=values, aggfunc='sum')\n",
    "\n",
    "# Preview total data\n",
    "program_stats.sum().map('{:,.0f}'.format)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"857.419459pt\" height=\"568.015312pt\" viewBox=\"0 0 857.419459 568.015312\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2023-10-20T16:51:08.127943</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.6.2, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 568.015312 \n",
       "L 857.419459 568.015312 \n",
       "L 857.419459 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 52.375 120.8 \n",
       "L 164.596628 120.8 \n",
       "L 164.596628 46.32 \n",
       "L 52.375 46.32 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 61.726802 120.8 \n",
       "L 80.430407 120.8 \n",
       "L 80.430407 49.866667 \n",
       "L 61.726802 49.866667 \n",
       "z\n",
       "\" clip-path=\"url(#p123276cacd)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 99.134011 120.8 \n",
       "L 117.837616 120.8 \n",
       "L 117.837616 89.800528 \n",
       "L 99.134011 89.800528 \n",
       "z\n",
       "\" clip-path=\"url(#p123276cacd)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 136.541221 120.8 \n",
       "L 155.244825 120.8 \n",
       "L 155.244825 120.181914 \n",
       "L 136.541221 120.181914 \n",
       "z\n",
       "\" clip-path=\"url(#p123276cacd)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <defs>\n",
       "       <path id=\"m252972180e\" d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"71.078605\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- Owner -->\n",
       "      <g transform=\"translate(73.83798 160.451562) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-4f\" d=\"M 2522 4238 \n",
       "Q 1834 4238 1429 3725 \n",
       "Q 1025 3213 1025 2328 \n",
       "Q 1025 1447 1429 934 \n",
       "Q 1834 422 2522 422 \n",
       "Q 3209 422 3611 934 \n",
       "Q 4013 1447 4013 2328 \n",
       "Q 4013 3213 3611 3725 \n",
       "Q 3209 4238 2522 4238 \n",
       "z\n",
       "M 2522 4750 \n",
       "Q 3503 4750 4090 4092 \n",
       "Q 4678 3434 4678 2328 \n",
       "Q 4678 1225 4090 567 \n",
       "Q 3503 -91 2522 -91 \n",
       "Q 1538 -91 948 565 \n",
       "Q 359 1222 359 2328 \n",
       "Q 359 3434 948 4092 \n",
       "Q 1538 4750 2522 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-77\" d=\"M 269 3500 \n",
       "L 844 3500 \n",
       "L 1563 769 \n",
       "L 2278 3500 \n",
       "L 2956 3500 \n",
       "L 3675 769 \n",
       "L 4391 3500 \n",
       "L 4966 3500 \n",
       "L 4050 0 \n",
       "L 3372 0 \n",
       "L 2619 2869 \n",
       "L 1863 0 \n",
       "L 1184 0 \n",
       "L 269 3500 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-6e\" d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \n",
       "Q 2534 3019 2420 3045 \n",
       "Q 2306 3072 2169 3072 \n",
       "Q 1681 3072 1420 2755 \n",
       "Q 1159 2438 1159 1844 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1341 3275 1631 3429 \n",
       "Q 1922 3584 2338 3584 \n",
       "Q 2397 3584 2469 3576 \n",
       "Q 2541 3569 2628 3553 \n",
       "L 2631 2963 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-4f\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-77\" x=\"78.710938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"160.498047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"223.876953\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"285.400391\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_2\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"108.485814\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- Renter -->\n",
       "      <g transform=\"translate(111.245189 160.973437) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-52\" d=\"M 2841 2188 \n",
       "Q 3044 2119 3236 1894 \n",
       "Q 3428 1669 3622 1275 \n",
       "L 4263 0 \n",
       "L 3584 0 \n",
       "L 2988 1197 \n",
       "Q 2756 1666 2539 1819 \n",
       "Q 2322 1972 1947 1972 \n",
       "L 1259 1972 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "L 2053 4666 \n",
       "Q 2853 4666 3247 4331 \n",
       "Q 3641 3997 3641 3322 \n",
       "Q 3641 2881 3436 2590 \n",
       "Q 3231 2300 2841 2188 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2491 \n",
       "L 2053 2491 \n",
       "Q 2509 2491 2742 2702 \n",
       "Q 2975 2913 2975 3322 \n",
       "Q 2975 3731 2742 3939 \n",
       "Q 2509 4147 2053 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"64.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"126.505859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"189.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"229.09375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"290.617188\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"145.893023\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- Unknown -->\n",
       "      <g transform=\"translate(148.652398 174.21875) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-55\" d=\"M 556 4666 \n",
       "L 1191 4666 \n",
       "L 1191 1831 \n",
       "Q 1191 1081 1462 751 \n",
       "Q 1734 422 2344 422 \n",
       "Q 2950 422 3222 751 \n",
       "Q 3494 1081 3494 1831 \n",
       "L 3494 4666 \n",
       "L 4128 4666 \n",
       "L 4128 1753 \n",
       "Q 4128 841 3676 375 \n",
       "Q 3225 -91 2344 -91 \n",
       "Q 1459 -91 1007 375 \n",
       "Q 556 841 556 1753 \n",
       "L 556 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-6b\" d=\"M 581 4863 \n",
       "L 1159 4863 \n",
       "L 1159 1991 \n",
       "L 2875 3500 \n",
       "L 3609 3500 \n",
       "L 1753 1863 \n",
       "L 3688 0 \n",
       "L 2938 0 \n",
       "L 1159 1709 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \n",
       "Q 1497 3097 1228 2736 \n",
       "Q 959 2375 959 1747 \n",
       "Q 959 1119 1226 758 \n",
       "Q 1494 397 1959 397 \n",
       "Q 2419 397 2687 759 \n",
       "Q 2956 1122 2956 1747 \n",
       "Q 2956 2369 2687 2733 \n",
       "Q 2419 3097 1959 3097 \n",
       "z\n",
       "M 1959 3584 \n",
       "Q 2709 3584 3137 3096 \n",
       "Q 3566 2609 3566 1747 \n",
       "Q 3566 888 3137 398 \n",
       "Q 2709 -91 1959 -91 \n",
       "Q 1206 -91 779 398 \n",
       "Q 353 888 353 1747 \n",
       "Q 353 2609 779 3096 \n",
       "Q 1206 3584 1959 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"73.193359\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6b\" x=\"136.572266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"194.482422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"257.861328\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-77\" x=\"319.042969\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"400.830078\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_4\">\n",
       "      <defs>\n",
       "       <path id=\"m742cb96401\" d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"52.375\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(39.0125 124.599219) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"52.375\" y=\"75.049723\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 500000 -->\n",
       "      <g transform=\"translate(7.2 78.848942) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-35\" d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 52.375 120.8 \n",
       "L 52.375 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path d=\"M 164.596628 120.8 \n",
       "L 164.596628 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path d=\"M 52.375 120.8 \n",
       "L 164.596628 120.8 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path d=\"M 52.375 46.32 \n",
       "L 164.596628 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_6\">\n",
       "    <!-- ownRent -->\n",
       "    <g transform=\"translate(82.359564 40.32) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-77\" x=\"61.181641\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" x=\"142.96875\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-52\" x=\"206.347656\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"271.330078\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" x=\"332.853516\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"396.232422\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_2\">\n",
       "   <g id=\"patch_10\">\n",
       "    <path d=\"M 220.286628 120.8 \n",
       "L 332.508255 120.8 \n",
       "L 332.508255 46.32 \n",
       "L 220.286628 46.32 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_11\">\n",
       "    <path d=\"M 222.444736 120.8 \n",
       "L 226.760952 120.8 \n",
       "L 226.760952 49.866667 \n",
       "L 222.444736 49.866667 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_12\">\n",
       "    <path d=\"M 231.077169 120.8 \n",
       "L 235.393385 120.8 \n",
       "L 235.393385 108.750853 \n",
       "L 231.077169 108.750853 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_13\">\n",
       "    <path d=\"M 239.709602 120.8 \n",
       "L 244.025818 120.8 \n",
       "L 244.025818 110.50372 \n",
       "L 239.709602 110.50372 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_14\">\n",
       "    <path d=\"M 248.342034 120.8 \n",
       "L 252.658251 120.8 \n",
       "L 252.658251 115.009332 \n",
       "L 248.342034 115.009332 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_15\">\n",
       "    <path d=\"M 256.974467 120.8 \n",
       "L 261.290684 120.8 \n",
       "L 261.290684 117.11246 \n",
       "L 256.974467 117.11246 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_16\">\n",
       "    <path d=\"M 265.6069 120.8 \n",
       "L 269.923117 120.8 \n",
       "L 269.923117 120.602455 \n",
       "L 265.6069 120.602455 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_17\">\n",
       "    <path d=\"M 274.239333 120.8 \n",
       "L 278.55555 120.8 \n",
       "L 278.55555 120.698282 \n",
       "L 274.239333 120.698282 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_18\">\n",
       "    <path d=\"M 282.871766 120.8 \n",
       "L 287.187982 120.8 \n",
       "L 287.187982 120.758116 \n",
       "L 282.871766 120.758116 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_19\">\n",
       "    <path d=\"M 291.504199 120.8 \n",
       "L 295.820415 120.8 \n",
       "L 295.820415 120.760786 \n",
       "L 291.504199 120.760786 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_20\">\n",
       "    <path d=\"M 300.136632 120.8 \n",
       "L 304.452848 120.8 \n",
       "L 304.452848 120.784903 \n",
       "L 300.136632 120.784903 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_21\">\n",
       "    <path d=\"M 308.769065 120.8 \n",
       "L 313.085281 120.8 \n",
       "L 313.085281 120.78923 \n",
       "L 308.769065 120.78923 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_22\">\n",
       "    <path d=\"M 317.401498 120.8 \n",
       "L 321.717714 120.8 \n",
       "L 321.717714 120.794385 \n",
       "L 317.401498 120.794385 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_23\">\n",
       "    <path d=\"M 326.03393 120.8 \n",
       "L 330.350147 120.8 \n",
       "L 330.350147 120.799079 \n",
       "L 326.03393 120.799079 \n",
       "z\n",
       "\" clip-path=\"url(#p21f3734359)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_3\">\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"224.602844\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- House/Duplex -->\n",
       "      <g transform=\"translate(227.362219 197.56875) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-48\" d=\"M 628 4666 \n",
       "L 1259 4666 \n",
       "L 1259 2753 \n",
       "L 3553 2753 \n",
       "L 3553 4666 \n",
       "L 4184 4666 \n",
       "L 4184 0 \n",
       "L 3553 0 \n",
       "L 3553 2222 \n",
       "L 1259 2222 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-75\" d=\"M 544 1381 \n",
       "L 544 3500 \n",
       "L 1119 3500 \n",
       "L 1119 1403 \n",
       "Q 1119 906 1312 657 \n",
       "Q 1506 409 1894 409 \n",
       "Q 2359 409 2629 706 \n",
       "Q 2900 1003 2900 1516 \n",
       "L 2900 3500 \n",
       "L 3475 3500 \n",
       "L 3475 0 \n",
       "L 2900 0 \n",
       "L 2900 538 \n",
       "Q 2691 219 2414 64 \n",
       "Q 2138 -91 1772 -91 \n",
       "Q 1169 -91 856 284 \n",
       "Q 544 659 544 1381 \n",
       "z\n",
       "M 1991 3584 \n",
       "L 1991 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-73\" d=\"M 2834 3397 \n",
       "L 2834 2853 \n",
       "Q 2591 2978 2328 3040 \n",
       "Q 2066 3103 1784 3103 \n",
       "Q 1356 3103 1142 2972 \n",
       "Q 928 2841 928 2578 \n",
       "Q 928 2378 1081 2264 \n",
       "Q 1234 2150 1697 2047 \n",
       "L 1894 2003 \n",
       "Q 2506 1872 2764 1633 \n",
       "Q 3022 1394 3022 966 \n",
       "Q 3022 478 2636 193 \n",
       "Q 2250 -91 1575 -91 \n",
       "Q 1294 -91 989 -36 \n",
       "Q 684 19 347 128 \n",
       "L 347 722 \n",
       "Q 666 556 975 473 \n",
       "Q 1284 391 1588 391 \n",
       "Q 1994 391 2212 530 \n",
       "Q 2431 669 2431 922 \n",
       "Q 2431 1156 2273 1281 \n",
       "Q 2116 1406 1581 1522 \n",
       "L 1381 1569 \n",
       "Q 847 1681 609 1914 \n",
       "Q 372 2147 372 2553 \n",
       "Q 372 3047 722 3315 \n",
       "Q 1072 3584 1716 3584 \n",
       "Q 2034 3584 2315 3537 \n",
       "Q 2597 3491 2834 3397 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-2f\" d=\"M 1625 4666 \n",
       "L 2156 4666 \n",
       "L 531 -594 \n",
       "L 0 -594 \n",
       "L 1625 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-44\" d=\"M 1259 4147 \n",
       "L 1259 519 \n",
       "L 2022 519 \n",
       "Q 2988 519 3436 956 \n",
       "Q 3884 1394 3884 2338 \n",
       "Q 3884 3275 3436 3711 \n",
       "Q 2988 4147 2022 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 1925 4666 \n",
       "Q 3281 4666 3915 4102 \n",
       "Q 4550 3538 4550 2338 \n",
       "Q 4550 1131 3912 565 \n",
       "Q 3275 0 1925 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-70\" d=\"M 1159 525 \n",
       "L 1159 -1331 \n",
       "L 581 -1331 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2969 \n",
       "Q 1341 3281 1617 3432 \n",
       "Q 1894 3584 2278 3584 \n",
       "Q 2916 3584 3314 3078 \n",
       "Q 3713 2572 3713 1747 \n",
       "Q 3713 922 3314 415 \n",
       "Q 2916 -91 2278 -91 \n",
       "Q 1894 -91 1617 61 \n",
       "Q 1341 213 1159 525 \n",
       "z\n",
       "M 3116 1747 \n",
       "Q 3116 2381 2855 2742 \n",
       "Q 2594 3103 2138 3103 \n",
       "Q 1681 3103 1420 2742 \n",
       "Q 1159 2381 1159 1747 \n",
       "Q 1159 1113 1420 752 \n",
       "Q 1681 391 2138 391 \n",
       "Q 2594 391 2855 752 \n",
       "Q 3116 1113 3116 1747 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-78\" d=\"M 3513 3500 \n",
       "L 2247 1797 \n",
       "L 3578 0 \n",
       "L 2900 0 \n",
       "L 1881 1375 \n",
       "L 863 0 \n",
       "L 184 0 \n",
       "L 1544 1831 \n",
       "L 300 3500 \n",
       "L 978 3500 \n",
       "L 1906 2253 \n",
       "L 2834 3500 \n",
       "L 3513 3500 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"75.195312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"136.376953\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"199.755859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"251.855469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2f\" x=\"313.378906\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-44\" x=\"347.070312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"424.072266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-70\" x=\"487.451172\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"550.927734\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"578.710938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-78\" x=\"638.484375\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"233.235277\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- Apartment -->\n",
       "      <g transform=\"translate(235.994652 181.3) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-41\" d=\"M 2188 4044 \n",
       "L 1331 1722 \n",
       "L 3047 1722 \n",
       "L 2188 4044 \n",
       "z\n",
       "M 1831 4666 \n",
       "L 2547 4666 \n",
       "L 4325 0 \n",
       "L 3669 0 \n",
       "L 3244 1197 \n",
       "L 1141 1197 \n",
       "L 716 0 \n",
       "L 50 0 \n",
       "L 1831 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \n",
       "Q 1497 1759 1228 1600 \n",
       "Q 959 1441 959 1056 \n",
       "Q 959 750 1161 570 \n",
       "Q 1363 391 1709 391 \n",
       "Q 2188 391 2477 730 \n",
       "Q 2766 1069 2766 1631 \n",
       "L 2766 1759 \n",
       "L 2194 1759 \n",
       "z\n",
       "M 3341 1997 \n",
       "L 3341 0 \n",
       "L 2766 0 \n",
       "L 2766 531 \n",
       "Q 2569 213 2275 61 \n",
       "Q 1981 -91 1556 -91 \n",
       "Q 1019 -91 701 211 \n",
       "Q 384 513 384 1019 \n",
       "Q 384 1609 779 1909 \n",
       "Q 1175 2209 1959 2209 \n",
       "L 2766 2209 \n",
       "L 2766 2266 \n",
       "Q 2766 2663 2505 2880 \n",
       "Q 2244 3097 1772 3097 \n",
       "Q 1472 3097 1187 3025 \n",
       "Q 903 2953 641 2809 \n",
       "L 641 3341 \n",
       "Q 956 3463 1253 3523 \n",
       "Q 1550 3584 1831 3584 \n",
       "Q 2591 3584 2966 3190 \n",
       "Q 3341 2797 3341 1997 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-6d\" d=\"M 3328 2828 \n",
       "Q 3544 3216 3844 3400 \n",
       "Q 4144 3584 4550 3584 \n",
       "Q 5097 3584 5394 3201 \n",
       "Q 5691 2819 5691 2113 \n",
       "L 5691 0 \n",
       "L 5113 0 \n",
       "L 5113 2094 \n",
       "Q 5113 2597 4934 2840 \n",
       "Q 4756 3084 4391 3084 \n",
       "Q 3944 3084 3684 2787 \n",
       "Q 3425 2491 3425 1978 \n",
       "L 3425 0 \n",
       "L 2847 0 \n",
       "L 2847 2094 \n",
       "Q 2847 2600 2669 2842 \n",
       "Q 2491 3084 2119 3084 \n",
       "Q 1678 3084 1418 2786 \n",
       "Q 1159 2488 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1356 3278 1631 3431 \n",
       "Q 1906 3584 2284 3584 \n",
       "Q 2666 3584 2933 3390 \n",
       "Q 3200 3197 3328 2828 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-41\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-70\" x=\"68.408203\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"131.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"193.164062\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"234.277344\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6d\" x=\"273.486328\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"370.898438\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"432.421875\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"495.800781\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"241.86771\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- Townhouse -->\n",
       "      <g transform=\"translate(244.627085 182.998437) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-54\" d=\"M -19 4666 \n",
       "L 3928 4666 \n",
       "L 3928 4134 \n",
       "L 2272 4134 \n",
       "L 2272 0 \n",
       "L 1638 0 \n",
       "L 1638 4134 \n",
       "L -19 4134 \n",
       "L -19 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-68\" d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 4863 \n",
       "L 1159 4863 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"44.083984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-77\" x=\"105.265625\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"187.052734\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-68\" x=\"250.431641\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"313.810547\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"374.992188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"438.371094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"490.470703\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"250.500143\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- Other -->\n",
       "      <g transform=\"translate(253.259518 156.19375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-4f\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"78.710938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-68\" x=\"117.919922\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"181.298828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"242.822266\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_10\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"259.132576\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- Condo -->\n",
       "      <g transform=\"translate(261.891951 159.70625) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-43\" d=\"M 4122 4306 \n",
       "L 4122 3641 \n",
       "Q 3803 3938 3442 4084 \n",
       "Q 3081 4231 2675 4231 \n",
       "Q 1875 4231 1450 3742 \n",
       "Q 1025 3253 1025 2328 \n",
       "Q 1025 1406 1450 917 \n",
       "Q 1875 428 2675 428 \n",
       "Q 3081 428 3442 575 \n",
       "Q 3803 722 4122 1019 \n",
       "L 4122 359 \n",
       "Q 3791 134 3420 21 \n",
       "Q 3050 -91 2638 -91 \n",
       "Q 1578 -91 968 557 \n",
       "Q 359 1206 359 2328 \n",
       "Q 359 3453 968 4101 \n",
       "Q 1578 4750 2638 4750 \n",
       "Q 3056 4750 3426 4639 \n",
       "Q 3797 4528 4122 4306 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-64\" d=\"M 2906 2969 \n",
       "L 2906 4863 \n",
       "L 3481 4863 \n",
       "L 3481 0 \n",
       "L 2906 0 \n",
       "L 2906 525 \n",
       "Q 2725 213 2448 61 \n",
       "Q 2172 -91 1784 -91 \n",
       "Q 1150 -91 751 415 \n",
       "Q 353 922 353 1747 \n",
       "Q 353 2572 751 3078 \n",
       "Q 1150 3584 1784 3584 \n",
       "Q 2172 3584 2448 3432 \n",
       "Q 2725 3281 2906 2969 \n",
       "z\n",
       "M 947 1747 \n",
       "Q 947 1113 1208 752 \n",
       "Q 1469 391 1925 391 \n",
       "Q 2381 391 2643 752 \n",
       "Q 2906 1113 2906 1747 \n",
       "Q 2906 2381 2643 2742 \n",
       "Q 2381 3103 1925 3103 \n",
       "Q 1469 3103 1208 2742 \n",
       "Q 947 2381 947 1747 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-43\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"69.824219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"131.005859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-64\" x=\"194.384766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"257.861328\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"267.765008\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- Assisted Living Facility -->\n",
       "      <g transform=\"translate(270.524383 240.196875) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-69\" d=\"M 603 3500 \n",
       "L 1178 3500 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 3500 \n",
       "z\n",
       "M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 4134 \n",
       "L 603 4134 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-4c\" d=\"M 628 4666 \n",
       "L 1259 4666 \n",
       "L 1259 531 \n",
       "L 3531 531 \n",
       "L 3531 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-76\" d=\"M 191 3500 \n",
       "L 800 3500 \n",
       "L 1894 563 \n",
       "L 2988 3500 \n",
       "L 3597 3500 \n",
       "L 2284 0 \n",
       "L 1503 0 \n",
       "L 191 3500 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-67\" d=\"M 2906 1791 \n",
       "Q 2906 2416 2648 2759 \n",
       "Q 2391 3103 1925 3103 \n",
       "Q 1463 3103 1205 2759 \n",
       "Q 947 2416 947 1791 \n",
       "Q 947 1169 1205 825 \n",
       "Q 1463 481 1925 481 \n",
       "Q 2391 481 2648 825 \n",
       "Q 2906 1169 2906 1791 \n",
       "z\n",
       "M 3481 434 \n",
       "Q 3481 -459 3084 -895 \n",
       "Q 2688 -1331 1869 -1331 \n",
       "Q 1566 -1331 1297 -1286 \n",
       "Q 1028 -1241 775 -1147 \n",
       "L 775 -588 \n",
       "Q 1028 -725 1275 -790 \n",
       "Q 1522 -856 1778 -856 \n",
       "Q 2344 -856 2625 -561 \n",
       "Q 2906 -266 2906 331 \n",
       "L 2906 616 \n",
       "Q 2728 306 2450 153 \n",
       "Q 2172 0 1784 0 \n",
       "Q 1141 0 747 490 \n",
       "Q 353 981 353 1791 \n",
       "Q 353 2603 747 3093 \n",
       "Q 1141 3584 1784 3584 \n",
       "Q 2172 3584 2450 3431 \n",
       "Q 2728 3278 2906 2969 \n",
       "L 2906 3500 \n",
       "L 3481 3500 \n",
       "L 3481 434 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-46\" d=\"M 628 4666 \n",
       "L 3309 4666 \n",
       "L 3309 4134 \n",
       "L 1259 4134 \n",
       "L 1259 2759 \n",
       "L 3109 2759 \n",
       "L 3109 2228 \n",
       "L 1259 2228 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-63\" d=\"M 3122 3366 \n",
       "L 3122 2828 \n",
       "Q 2878 2963 2633 3030 \n",
       "Q 2388 3097 2138 3097 \n",
       "Q 1578 3097 1268 2742 \n",
       "Q 959 2388 959 1747 \n",
       "Q 959 1106 1268 751 \n",
       "Q 1578 397 2138 397 \n",
       "Q 2388 397 2633 464 \n",
       "Q 2878 531 3122 666 \n",
       "L 3122 134 \n",
       "Q 2881 22 2623 -34 \n",
       "Q 2366 -91 2075 -91 \n",
       "Q 1284 -91 818 406 \n",
       "Q 353 903 353 1747 \n",
       "Q 353 2603 823 3093 \n",
       "Q 1294 3584 2113 3584 \n",
       "Q 2378 3584 2631 3529 \n",
       "Q 2884 3475 3122 3366 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-79\" d=\"M 2059 -325 \n",
       "Q 1816 -950 1584 -1140 \n",
       "Q 1353 -1331 966 -1331 \n",
       "L 506 -1331 \n",
       "L 506 -850 \n",
       "L 844 -850 \n",
       "Q 1081 -850 1212 -737 \n",
       "Q 1344 -625 1503 -206 \n",
       "L 1606 56 \n",
       "L 191 3500 \n",
       "L 800 3500 \n",
       "L 1894 763 \n",
       "L 2988 3500 \n",
       "L 3597 3500 \n",
       "L 2059 -325 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-41\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"68.408203\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"120.507812\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"172.607422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"200.390625\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"252.490234\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"291.699219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-64\" x=\"353.222656\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"416.699219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4c\" x=\"448.486328\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"504.199219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-76\" x=\"531.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"591.162109\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"618.945312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-67\" x=\"682.324219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"745.800781\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-46\" x=\"777.587891\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"825.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-63\" x=\"887.261719\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"942.242188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"970.025391\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"997.808594\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1025.591797\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-79\" x=\"1064.800781\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_12\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"276.397441\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- Mobile Home -->\n",
       "      <g transform=\"translate(279.156816 193.315625) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-4d\" d=\"M 628 4666 \n",
       "L 1569 4666 \n",
       "L 2759 1491 \n",
       "L 3956 4666 \n",
       "L 4897 4666 \n",
       "L 4897 0 \n",
       "L 4281 0 \n",
       "L 4281 4097 \n",
       "L 3078 897 \n",
       "L 2444 897 \n",
       "L 1241 4097 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-62\" d=\"M 3116 1747 \n",
       "Q 3116 2381 2855 2742 \n",
       "Q 2594 3103 2138 3103 \n",
       "Q 1681 3103 1420 2742 \n",
       "Q 1159 2381 1159 1747 \n",
       "Q 1159 1113 1420 752 \n",
       "Q 1681 391 2138 391 \n",
       "Q 2594 391 2855 752 \n",
       "Q 3116 1113 3116 1747 \n",
       "z\n",
       "M 1159 2969 \n",
       "Q 1341 3281 1617 3432 \n",
       "Q 1894 3584 2278 3584 \n",
       "Q 2916 3584 3314 3078 \n",
       "Q 3713 2572 3713 1747 \n",
       "Q 3713 922 3314 415 \n",
       "Q 2916 -91 2278 -91 \n",
       "Q 1894 -91 1617 61 \n",
       "Q 1341 213 1159 525 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 4863 \n",
       "L 1159 4863 \n",
       "L 1159 2969 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"86.279297\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-62\" x=\"147.460938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"210.9375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"238.720703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"266.503906\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"328.027344\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-48\" x=\"359.814453\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"435.009766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6d\" x=\"496.191406\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"593.603516\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"285.029874\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- Travel Trailer -->\n",
       "      <g transform=\"translate(287.789249 191.392187) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-76\" x=\"148.726562\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"207.90625\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"269.429688\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"297.212891\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-54\" x=\"329\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"375.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"416.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"477.726562\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"505.509766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"533.292969\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"594.816406\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_14\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"293.662307\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- College Dorm -->\n",
       "      <g transform=\"translate(296.421682 195.785937) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-43\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"69.824219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"131.005859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"158.789062\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"186.572266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-67\" x=\"248.095703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"311.572266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"373.095703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-44\" x=\"404.882812\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"481.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"543.066406\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6d\" x=\"582.429688\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"302.29474\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- Boat -->\n",
       "      <g transform=\"translate(305.054115 150.828125) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-42\" d=\"M 1259 2228 \n",
       "L 1259 519 \n",
       "L 2272 519 \n",
       "Q 2781 519 3026 730 \n",
       "Q 3272 941 3272 1375 \n",
       "Q 3272 1813 3026 2020 \n",
       "Q 2781 2228 2272 2228 \n",
       "L 1259 2228 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2741 \n",
       "L 2194 2741 \n",
       "Q 2656 2741 2882 2914 \n",
       "Q 3109 3088 3109 3444 \n",
       "Q 3109 3797 2882 3972 \n",
       "Q 2656 4147 2194 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 2241 4666 \n",
       "Q 2963 4666 3353 4366 \n",
       "Q 3744 4066 3744 3513 \n",
       "Q 3744 3084 3544 2831 \n",
       "Q 3344 2578 2956 2516 \n",
       "Q 3422 2416 3680 2098 \n",
       "Q 3938 1781 3938 1306 \n",
       "Q 3938 681 3513 340 \n",
       "Q 3088 0 2303 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-42\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"68.603516\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"129.785156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"191.064453\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_16\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"310.927173\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- Military Housing -->\n",
       "      <g transform=\"translate(313.686548 208.66875) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"86.279297\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"114.0625\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"141.845703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"169.628906\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"208.837891\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"270.117188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-79\" x=\"311.230469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"370.410156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-48\" x=\"402.197266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"477.392578\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"538.574219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"601.953125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"654.052734\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"681.835938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-67\" x=\"745.214844\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"319.559606\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_18\">\n",
       "      <!-- Correctional Facility -->\n",
       "      <g transform=\"translate(322.318981 226.253125) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-43\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"69.824219\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"131.005859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"170.369141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"209.232422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-63\" x=\"270.755859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"325.736328\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"364.945312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"392.728516\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"453.910156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"517.289062\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"578.568359\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"606.351562\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-46\" x=\"638.138672\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"686.533203\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-63\" x=\"747.8125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"802.792969\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"830.576172\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-69\" x=\"858.359375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"886.142578\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-79\" x=\"925.351562\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_18\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"328.192039\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_19\">\n",
       "      <!-- Unknown -->\n",
       "      <g transform=\"translate(330.951414 174.21875) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-55\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"73.193359\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6b\" x=\"136.572266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"194.482422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"257.861328\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-77\" x=\"319.042969\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"400.830078\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_4\">\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"220.286628\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_20\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(206.924128 124.599219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_20\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"220.286628\" y=\"74.773645\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_21\">\n",
       "      <!-- 500000 -->\n",
       "      <g transform=\"translate(175.111628 78.572863) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_24\">\n",
       "    <path d=\"M 220.286628 120.8 \n",
       "L 220.286628 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_25\">\n",
       "    <path d=\"M 332.508255 120.8 \n",
       "L 332.508255 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_26\">\n",
       "    <path d=\"M 220.286628 120.8 \n",
       "L 332.508255 120.8 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_27\">\n",
       "    <path d=\"M 220.286628 46.32 \n",
       "L 332.508255 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_22\">\n",
       "    <!-- residenceType -->\n",
       "    <g transform=\"translate(233.507754 40.32) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"38.863281\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" x=\"100.386719\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"152.486328\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"180.269531\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"243.746094\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" x=\"305.269531\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-63\" x=\"368.648438\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"423.628906\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-54\" x=\"485.152344\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-79\" x=\"530.611328\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-70\" x=\"589.791016\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"653.267578\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_3\">\n",
       "   <g id=\"patch_28\">\n",
       "    <path d=\"M 388.198255 120.8 \n",
       "L 500.419883 120.8 \n",
       "L 500.419883 46.32 \n",
       "L 388.198255 46.32 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_29\">\n",
       "    <path d=\"M 402.225959 120.8 \n",
       "L 430.281366 120.8 \n",
       "L 430.281366 49.866667 \n",
       "L 402.225959 49.866667 \n",
       "z\n",
       "\" clip-path=\"url(#p2f78e002d5)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_30\">\n",
       "    <path d=\"M 458.336772 120.8 \n",
       "L 486.392179 120.8 \n",
       "L 486.392179 116.515449 \n",
       "L 458.336772 116.515449 \n",
       "z\n",
       "\" clip-path=\"url(#p2f78e002d5)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_5\">\n",
       "    <g id=\"xtick_17\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"416.253662\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_23\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(419.013037 149.034375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_18\">\n",
       "     <g id=\"line2d_22\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"472.364476\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_24\">\n",
       "      <!-- False -->\n",
       "      <g transform=\"translate(475.123851 152.907812) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-46\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"48.394531\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"109.673828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"137.457031\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"189.556641\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_6\">\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"388.198255\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_25\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(365.29513 124.599219) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-2e\" d=\"M 684 794 \n",
       "L 1344 794 \n",
       "L 1344 0 \n",
       "L 684 0 \n",
       "L 684 794 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_24\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"388.198255\" y=\"87.239375\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_26\">\n",
       "      <!-- 0.5 -->\n",
       "      <g transform=\"translate(365.29513 91.038594) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"388.198255\" y=\"53.678751\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_27\">\n",
       "      <!-- 1.0 -->\n",
       "      <g transform=\"translate(365.29513 57.47797) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-31\" d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_28\">\n",
       "     <!-- 1e6 -->\n",
       "     <g transform=\"translate(388.198255 43.32) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \n",
       "Q 1688 2584 1439 2293 \n",
       "Q 1191 2003 1191 1497 \n",
       "Q 1191 994 1439 701 \n",
       "Q 1688 409 2113 409 \n",
       "Q 2538 409 2786 701 \n",
       "Q 3034 994 3034 1497 \n",
       "Q 3034 2003 2786 2293 \n",
       "Q 2538 2584 2113 2584 \n",
       "z\n",
       "M 3366 4563 \n",
       "L 3366 3988 \n",
       "Q 3128 4100 2886 4159 \n",
       "Q 2644 4219 2406 4219 \n",
       "Q 1781 4219 1451 3797 \n",
       "Q 1122 3375 1075 2522 \n",
       "Q 1259 2794 1537 2939 \n",
       "Q 1816 3084 2150 3084 \n",
       "Q 2853 3084 3261 2657 \n",
       "Q 3669 2231 3669 1497 \n",
       "Q 3669 778 3244 343 \n",
       "Q 2819 -91 2113 -91 \n",
       "Q 1303 -91 875 529 \n",
       "Q 447 1150 447 2328 \n",
       "Q 447 3434 972 4092 \n",
       "Q 1497 4750 2381 4750 \n",
       "Q 2619 4750 2861 4703 \n",
       "Q 3103 4656 3366 4563 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" x=\"63.623047\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-36\" x=\"125.146484\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_31\">\n",
       "    <path d=\"M 388.198255 120.8 \n",
       "L 388.198255 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_32\">\n",
       "    <path d=\"M 500.419883 120.8 \n",
       "L 500.419883 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_33\">\n",
       "    <path d=\"M 388.198255 120.8 \n",
       "L 500.419883 120.8 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_34\">\n",
       "    <path d=\"M 388.198255 46.32 \n",
       "L 500.419883 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_29\">\n",
       "    <!-- utilitiesOut -->\n",
       "    <g transform=\"translate(411.439381 40.32) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-75\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"63.378906\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"102.587891\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" x=\"130.371094\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"158.154297\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"185.9375\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"225.146484\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"252.929688\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" x=\"314.453125\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4f\" x=\"366.552734\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-75\" x=\"445.263672\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"508.642578\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_4\">\n",
       "   <g id=\"patch_35\">\n",
       "    <path d=\"M 556.109883 120.8 \n",
       "L 668.33151 120.8 \n",
       "L 668.33151 46.32 \n",
       "L 556.109883 46.32 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_36\">\n",
       "    <path d=\"M 570.137586 120.8 \n",
       "L 598.192993 120.8 \n",
       "L 598.192993 49.866667 \n",
       "L 570.137586 49.866667 \n",
       "z\n",
       "\" clip-path=\"url(#p891a0cb8a3)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_37\">\n",
       "    <path d=\"M 626.2484 120.8 \n",
       "L 654.303807 120.8 \n",
       "L 654.303807 83.369071 \n",
       "L 626.2484 83.369071 \n",
       "z\n",
       "\" clip-path=\"url(#p891a0cb8a3)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_7\">\n",
       "    <g id=\"xtick_19\">\n",
       "     <g id=\"line2d_26\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"584.16529\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_30\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(586.924665 149.034375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_20\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"640.276103\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_31\">\n",
       "      <!-- False -->\n",
       "      <g transform=\"translate(643.035478 152.907812) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-46\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"48.394531\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"109.673828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"137.457031\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"189.556641\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_8\">\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_28\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"556.109883\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_32\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(542.747383 124.599219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"556.109883\" y=\"71.717981\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_33\">\n",
       "      <!-- 500000 -->\n",
       "      <g transform=\"translate(510.934883 75.5172) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_38\">\n",
       "    <path d=\"M 556.109883 120.8 \n",
       "L 556.109883 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_39\">\n",
       "    <path d=\"M 668.33151 120.8 \n",
       "L 668.33151 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_40\">\n",
       "    <path d=\"M 556.109883 120.8 \n",
       "L 668.33151 120.8 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_41\">\n",
       "    <path d=\"M 556.109883 46.32 \n",
       "L 668.33151 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_34\">\n",
       "    <!-- homeDamage -->\n",
       "    <g transform=\"translate(569.891634 40.32) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-68\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" x=\"63.378906\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6d\" x=\"124.560547\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"221.972656\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-44\" x=\"283.496094\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"360.498047\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6d\" x=\"421.777344\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"519.189453\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-67\" x=\"580.46875\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"643.945312\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_5\">\n",
       "   <g id=\"patch_42\">\n",
       "    <path d=\"M 724.02151 120.8 \n",
       "L 836.243138 120.8 \n",
       "L 836.243138 46.32 \n",
       "L 724.02151 46.32 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_43\">\n",
       "    <path d=\"M 752.076917 120.8 \n",
       "L 808.187731 120.8 \n",
       "L 808.187731 49.866667 \n",
       "L 752.076917 49.866667 \n",
       "z\n",
       "\" clip-path=\"url(#pdcb6bbfe78)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_9\">\n",
       "    <g id=\"xtick_21\">\n",
       "     <g id=\"line2d_30\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"780.132324\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_35\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(782.891699 149.034375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_10\">\n",
       "    <g id=\"ytick_10\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"724.02151\" y=\"120.8\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_36\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(710.65901 124.599219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_11\">\n",
       "     <g id=\"line2d_32\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"724.02151\" y=\"77.239538\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_37\">\n",
       "      <!-- 500000 -->\n",
       "      <g transform=\"translate(678.84651 81.038757) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_44\">\n",
       "    <path d=\"M 724.02151 120.8 \n",
       "L 724.02151 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_45\">\n",
       "    <path d=\"M 836.243138 120.8 \n",
       "L 836.243138 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_46\">\n",
       "    <path d=\"M 724.02151 120.8 \n",
       "L 836.243138 120.8 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_47\">\n",
       "    <path d=\"M 724.02151 46.32 \n",
       "L 836.243138 46.32 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_38\">\n",
       "    <!-- foodNeed -->\n",
       "    <g transform=\"translate(751.187012 40.32) scale(0.12 -0.12)\">\n",
       "     <defs>\n",
       "      <path id=\"DejaVuSans-66\" d=\"M 2375 4863 \n",
       "L 2375 4384 \n",
       "L 1825 4384 \n",
       "Q 1516 4384 1395 4259 \n",
       "Q 1275 4134 1275 3809 \n",
       "L 1275 3500 \n",
       "L 2222 3500 \n",
       "L 2222 3053 \n",
       "L 1275 3053 \n",
       "L 1275 0 \n",
       "L 697 0 \n",
       "L 697 3053 \n",
       "L 147 3053 \n",
       "L 147 3500 \n",
       "L 697 3500 \n",
       "L 697 3744 \n",
       "Q 697 4328 969 4595 \n",
       "Q 1241 4863 1831 4863 \n",
       "L 2375 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-4e\" d=\"M 628 4666 \n",
       "L 1478 4666 \n",
       "L 3547 763 \n",
       "L 3547 4666 \n",
       "L 4159 4666 \n",
       "L 4159 0 \n",
       "L 3309 0 \n",
       "L 1241 3903 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-66\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" x=\"35.205078\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" x=\"96.386719\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"157.568359\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4e\" x=\"221.044922\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"295.849609\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"357.373047\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"418.896484\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_6\">\n",
       "   <g id=\"patch_48\">\n",
       "    <path d=\"M 52.375 341.57 \n",
       "L 164.596628 341.57 \n",
       "L 164.596628 267.09 \n",
       "L 52.375 267.09 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_49\">\n",
       "    <path d=\"M 80.430407 341.57 \n",
       "L 136.541221 341.57 \n",
       "L 136.541221 270.636667 \n",
       "L 80.430407 270.636667 \n",
       "z\n",
       "\" clip-path=\"url(#p0ff2c41775)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_11\">\n",
       "    <g id=\"xtick_22\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"108.485814\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_39\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(111.245189 369.804375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_12\">\n",
       "    <g id=\"ytick_12\">\n",
       "     <g id=\"line2d_34\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"52.375\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_40\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(39.0125 345.369219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_13\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"52.375\" y=\"293.816951\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_41\">\n",
       "      <!-- 50000 -->\n",
       "      <g transform=\"translate(13.5625 297.61617) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_50\">\n",
       "    <path d=\"M 52.375 341.57 \n",
       "L 52.375 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_51\">\n",
       "    <path d=\"M 164.596628 341.57 \n",
       "L 164.596628 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_52\">\n",
       "    <path d=\"M 52.375 341.57 \n",
       "L 164.596628 341.57 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_53\">\n",
       "    <path d=\"M 52.375 267.09 \n",
       "L 164.596628 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_42\">\n",
       "    <!-- shelterNeed -->\n",
       "    <g transform=\"translate(72.006751 261.09) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-73\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-68\" x=\"52.099609\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"115.478516\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" x=\"177.001953\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"204.785156\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"243.994141\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" x=\"305.517578\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4e\" x=\"346.630859\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"421.435547\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"482.958984\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"544.482422\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_7\">\n",
       "   <g id=\"patch_54\">\n",
       "    <path d=\"M 220.286628 341.57 \n",
       "L 332.508255 341.57 \n",
       "L 332.508255 267.09 \n",
       "L 220.286628 267.09 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_55\">\n",
       "    <path d=\"M 234.314331 341.57 \n",
       "L 262.369738 341.57 \n",
       "L 262.369738 270.636667 \n",
       "L 234.314331 270.636667 \n",
       "z\n",
       "\" clip-path=\"url(#p4ee6108a44)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_56\">\n",
       "    <path d=\"M 290.425145 341.57 \n",
       "L 318.480552 341.57 \n",
       "L 318.480552 301.692309 \n",
       "L 290.425145 301.692309 \n",
       "z\n",
       "\" clip-path=\"url(#p4ee6108a44)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_13\">\n",
       "    <g id=\"xtick_23\">\n",
       "     <g id=\"line2d_36\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"248.342034\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_43\">\n",
       "      <!-- False -->\n",
       "      <g transform=\"translate(251.101409 373.677812) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-46\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"48.394531\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"109.673828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"137.457031\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"189.556641\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_24\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"304.452848\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_44\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(307.212223 369.804375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_14\">\n",
       "    <g id=\"ytick_14\">\n",
       "     <g id=\"line2d_38\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"220.286628\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_45\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(206.924128 345.369219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_15\">\n",
       "     <g id=\"line2d_39\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"220.286628\" y=\"305.091886\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_46\">\n",
       "      <!-- 200000 -->\n",
       "      <g transform=\"translate(175.111628 308.891105) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-32\" d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_16\">\n",
       "     <g id=\"line2d_40\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"220.286628\" y=\"268.613773\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_47\">\n",
       "      <!-- 400000 -->\n",
       "      <g transform=\"translate(175.111628 272.412992) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \n",
       "L 825 1625 \n",
       "L 2419 1625 \n",
       "L 2419 4116 \n",
       "z\n",
       "M 2253 4666 \n",
       "L 3047 4666 \n",
       "L 3047 1625 \n",
       "L 3713 1625 \n",
       "L 3713 1100 \n",
       "L 3047 1100 \n",
       "L 3047 0 \n",
       "L 2419 0 \n",
       "L 2419 1100 \n",
       "L 313 1100 \n",
       "L 313 1709 \n",
       "L 2253 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_57\">\n",
       "    <path d=\"M 220.286628 341.57 \n",
       "L 220.286628 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_58\">\n",
       "    <path d=\"M 332.508255 341.57 \n",
       "L 332.508255 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_59\">\n",
       "    <path d=\"M 220.286628 341.57 \n",
       "L 332.508255 341.57 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_60\">\n",
       "    <path d=\"M 220.286628 267.09 \n",
       "L 332.508255 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_48\">\n",
       "    <!-- habitabilityRepairsRequired -->\n",
       "    <g transform=\"translate(193.662129 261.09) scale(0.12 -0.12)\">\n",
       "     <defs>\n",
       "      <path id=\"DejaVuSans-71\" d=\"M 947 1747 \n",
       "Q 947 1113 1208 752 \n",
       "Q 1469 391 1925 391 \n",
       "Q 2381 391 2643 752 \n",
       "Q 2906 1113 2906 1747 \n",
       "Q 2906 2381 2643 2742 \n",
       "Q 2381 3103 1925 3103 \n",
       "Q 1469 3103 1208 2742 \n",
       "Q 947 2381 947 1747 \n",
       "z\n",
       "M 2906 525 \n",
       "Q 2725 213 2448 61 \n",
       "Q 2172 -91 1784 -91 \n",
       "Q 1150 -91 751 415 \n",
       "Q 353 922 353 1747 \n",
       "Q 353 2572 751 3078 \n",
       "Q 1150 3584 1784 3584 \n",
       "Q 2172 3584 2448 3432 \n",
       "Q 2725 3281 2906 2969 \n",
       "L 2906 3500 \n",
       "L 3481 3500 \n",
       "L 3481 -1331 \n",
       "L 2906 -1331 \n",
       "L 2906 525 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-68\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"63.378906\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-62\" x=\"124.658203\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"188.134766\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"215.917969\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"255.126953\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-62\" x=\"316.40625\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"379.882812\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" x=\"407.666016\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"435.449219\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"463.232422\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-79\" x=\"502.441406\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-52\" x=\"561.621094\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"626.603516\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-70\" x=\"688.126953\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"751.603516\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"812.882812\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" x=\"840.666016\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" x=\"881.779297\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-52\" x=\"933.878906\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"998.861328\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-71\" x=\"1060.384766\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-75\" x=\"1123.861328\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" x=\"1187.240234\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" x=\"1215.023438\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"1253.886719\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"1315.410156\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_8\">\n",
       "   <g id=\"patch_61\">\n",
       "    <path d=\"M 388.198255 341.57 \n",
       "L 500.419883 341.57 \n",
       "L 500.419883 267.09 \n",
       "L 388.198255 267.09 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_62\">\n",
       "    <path d=\"M 397.550057 341.57 \n",
       "L 416.253662 341.57 \n",
       "L 416.253662 270.636667 \n",
       "L 397.550057 270.636667 \n",
       "z\n",
       "\" clip-path=\"url(#p55b31a65a1)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_63\">\n",
       "    <path d=\"M 434.957267 341.57 \n",
       "L 453.660871 341.57 \n",
       "L 453.660871 317.090139 \n",
       "L 434.957267 317.090139 \n",
       "z\n",
       "\" clip-path=\"url(#p55b31a65a1)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_64\">\n",
       "    <path d=\"M 472.364476 341.57 \n",
       "L 491.06808 341.57 \n",
       "L 491.06808 336.75457 \n",
       "L 472.364476 336.75457 \n",
       "z\n",
       "\" clip-path=\"url(#p55b31a65a1)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_15\">\n",
       "    <g id=\"xtick_25\">\n",
       "     <g id=\"line2d_41\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"406.90186\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_49\">\n",
       "      <!-- Renter-Moderate Damage(Renter No Cost) -->\n",
       "      <g transform=\"translate(409.661235 560.815312) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-2d\" d=\"M 313 2009 \n",
       "L 1997 2009 \n",
       "L 1997 1497 \n",
       "L 313 1497 \n",
       "L 313 2009 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-28\" d=\"M 1984 4856 \n",
       "Q 1566 4138 1362 3434 \n",
       "Q 1159 2731 1159 2009 \n",
       "Q 1159 1288 1364 580 \n",
       "Q 1569 -128 1984 -844 \n",
       "L 1484 -844 \n",
       "Q 1016 -109 783 600 \n",
       "Q 550 1309 550 2009 \n",
       "Q 550 2706 781 3412 \n",
       "Q 1013 4119 1484 4856 \n",
       "L 1984 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-29\" d=\"M 513 4856 \n",
       "L 1013 4856 \n",
       "Q 1481 4119 1714 3412 \n",
       "Q 1947 2706 1947 2009 \n",
       "Q 1947 1309 1714 600 \n",
       "Q 1481 -109 1013 -844 \n",
       "L 513 -844 \n",
       "Q 928 -128 1133 580 \n",
       "Q 1338 1288 1338 2009 \n",
       "Q 1338 2731 1133 3434 \n",
       "Q 928 4138 513 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"64.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"126.505859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"189.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"229.09375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"290.617188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2d\" x=\"325.355469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4d\" x=\"361.439453\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"447.71875\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-64\" x=\"508.900391\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"572.376953\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"633.900391\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"675.013672\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"736.292969\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"775.501953\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"837.025391\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-44\" x=\"868.8125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"945.814453\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6d\" x=\"1007.09375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"1104.505859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-67\" x=\"1165.785156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1229.261719\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-28\" x=\"1290.785156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-52\" x=\"1329.798828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1394.78125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"1456.304688\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1519.683594\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1558.892578\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"1620.416016\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1661.529297\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4e\" x=\"1693.316406\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1768.121094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1829.302734\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-43\" x=\"1861.089844\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1930.914062\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"1992.095703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"2044.195312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-29\" x=\"2083.404297\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_26\">\n",
       "     <g id=\"line2d_42\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"444.309069\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_50\">\n",
       "      <!-- Renter-Major Damage(Renter No Cost) -->\n",
       "      <g transform=\"translate(447.068444 541.018437) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-6a\" d=\"M 603 3500 \n",
       "L 1178 3500 \n",
       "L 1178 -63 \n",
       "Q 1178 -731 923 -1031 \n",
       "Q 669 -1331 103 -1331 \n",
       "L -116 -1331 \n",
       "L -116 -844 \n",
       "L 38 -844 \n",
       "Q 366 -844 484 -692 \n",
       "Q 603 -541 603 -63 \n",
       "L 603 3500 \n",
       "z\n",
       "M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 4134 \n",
       "L 603 4134 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"64.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"126.505859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"189.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"229.09375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"290.617188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2d\" x=\"325.355469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4d\" x=\"361.439453\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"447.71875\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6a\" x=\"508.998047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"536.78125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"597.962891\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"639.076172\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-44\" x=\"670.863281\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"747.865234\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6d\" x=\"809.144531\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"906.556641\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-67\" x=\"967.835938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1031.3125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-28\" x=\"1092.835938\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-52\" x=\"1131.849609\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1196.832031\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"1258.355469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1321.734375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1360.943359\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"1422.466797\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1463.580078\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4e\" x=\"1495.367188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1570.171875\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1631.353516\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-43\" x=\"1663.140625\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1732.964844\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"1794.146484\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1846.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-29\" x=\"1885.455078\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_27\">\n",
       "     <g id=\"line2d_43\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"481.716278\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_51\">\n",
       "      <!-- Renter- Destroyed(Renter No Cost) -->\n",
       "      <g transform=\"translate(484.475653 522.46375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"64.982422\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"126.505859\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"189.884766\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"229.09375\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"290.617188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2d\" x=\"325.355469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"361.439453\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-44\" x=\"393.226562\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"470.228516\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"531.751953\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"583.851562\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"623.060547\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"661.923828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-79\" x=\"723.105469\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"782.285156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-64\" x=\"843.808594\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-28\" x=\"907.285156\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-52\" x=\"946.298828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1011.28125\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6e\" x=\"1072.804688\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1136.183594\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"1175.392578\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"1236.916016\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1278.029297\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-4e\" x=\"1309.816406\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1384.621094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-20\" x=\"1445.802734\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-43\" x=\"1477.589844\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6f\" x=\"1547.414062\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"1608.595703\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-74\" x=\"1660.695312\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-29\" x=\"1699.904297\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_16\">\n",
       "    <g id=\"ytick_17\">\n",
       "     <g id=\"line2d_44\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"388.198255\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_52\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(374.835755 345.369219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_18\">\n",
       "     <g id=\"line2d_45\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"388.198255\" y=\"298.7281\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_53\">\n",
       "      <!-- 10000 -->\n",
       "      <g transform=\"translate(349.385755 302.527319) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_65\">\n",
       "    <path d=\"M 388.198255 341.57 \n",
       "L 388.198255 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_66\">\n",
       "    <path d=\"M 500.419883 341.57 \n",
       "L 500.419883 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_67\">\n",
       "    <path d=\"M 388.198255 341.57 \n",
       "L 500.419883 341.57 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_68\">\n",
       "    <path d=\"M 388.198255 267.09 \n",
       "L 500.419883 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_54\">\n",
       "    <!-- renterDamageLevel -->\n",
       "    <g transform=\"translate(384.813444 261.09) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"38.863281\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" x=\"100.386719\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"163.765625\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"202.974609\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" x=\"264.498047\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-44\" x=\"305.611328\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"382.613281\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6d\" x=\"443.892578\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" x=\"541.304688\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-67\" x=\"602.583984\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"666.060547\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4c\" x=\"727.583984\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"781.546875\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-76\" x=\"843.070312\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"902.25\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" x=\"963.773438\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_9\">\n",
       "   <g id=\"patch_69\">\n",
       "    <path d=\"M 556.109883 341.57 \n",
       "L 668.33151 341.57 \n",
       "L 668.33151 267.09 \n",
       "L 556.109883 267.09 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_70\">\n",
       "    <path d=\"M 570.137586 341.57 \n",
       "L 598.192993 341.57 \n",
       "L 598.192993 270.636667 \n",
       "L 570.137586 270.636667 \n",
       "z\n",
       "\" clip-path=\"url(#p655fce3862)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_71\">\n",
       "    <path d=\"M 626.2484 341.57 \n",
       "L 654.303807 341.57 \n",
       "L 654.303807 341.267327 \n",
       "L 626.2484 341.267327 \n",
       "z\n",
       "\" clip-path=\"url(#p655fce3862)\" style=\"fill: #1f77b4\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_17\">\n",
       "    <g id=\"xtick_28\">\n",
       "     <g id=\"line2d_46\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"584.16529\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_55\">\n",
       "      <!-- False -->\n",
       "      <g transform=\"translate(586.924665 373.677812) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-46\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-61\" x=\"48.394531\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-6c\" x=\"109.673828\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-73\" x=\"137.457031\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"189.556641\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_29\">\n",
       "     <g id=\"line2d_47\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"640.276103\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_56\">\n",
       "      <!-- True -->\n",
       "      <g transform=\"translate(643.035478 369.804375) rotate(-90) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-72\" x=\"46.333984\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-75\" x=\"87.447266\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-65\" x=\"150.826172\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_18\">\n",
       "    <g id=\"ytick_19\">\n",
       "     <g id=\"line2d_48\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"556.109883\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_57\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(533.206758 345.369219) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_20\">\n",
       "     <g id=\"line2d_49\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"556.109883\" y=\"309.790004\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_58\">\n",
       "      <!-- 0.5 -->\n",
       "      <g transform=\"translate(533.206758 313.589222) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_21\">\n",
       "     <g id=\"line2d_50\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"556.109883\" y=\"278.010007\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_59\">\n",
       "      <!-- 1.0 -->\n",
       "      <g transform=\"translate(533.206758 281.809226) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_60\">\n",
       "     <!-- 1e6 -->\n",
       "     <g transform=\"translate(556.109883 264.09) scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" x=\"63.623047\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-36\" x=\"125.146484\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_72\">\n",
       "    <path d=\"M 556.109883 341.57 \n",
       "L 556.109883 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_73\">\n",
       "    <path d=\"M 668.33151 341.57 \n",
       "L 668.33151 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_74\">\n",
       "    <path d=\"M 556.109883 341.57 \n",
       "L 668.33151 341.57 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_75\">\n",
       "    <path d=\"M 556.109883 267.09 \n",
       "L 668.33151 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_61\">\n",
       "    <!-- destroyed -->\n",
       "    <g transform=\"translate(582.186947 261.09) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-64\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"63.476562\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" x=\"125\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" x=\"177.099609\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" x=\"216.308594\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" x=\"255.171875\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-79\" x=\"316.353516\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" x=\"375.533203\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-64\" x=\"437.056641\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_10\">\n",
       "   <g id=\"patch_76\">\n",
       "    <path d=\"M 724.02151 341.57 \n",
       "L 836.243138 341.57 \n",
       "L 836.243138 267.09 \n",
       "L 724.02151 267.09 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_19\">\n",
       "    <g id=\"xtick_30\">\n",
       "     <g id=\"line2d_51\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"729.122493\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_62\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(725.941243 356.168437) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_31\">\n",
       "     <g id=\"line2d_52\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"780.127226\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_63\">\n",
       "      <!-- 100000 -->\n",
       "      <g transform=\"translate(761.039726 356.168437) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_32\">\n",
       "     <g id=\"line2d_53\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m252972180e\" x=\"831.131959\" y=\"341.57\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_64\">\n",
       "      <!-- 200000 -->\n",
       "      <g transform=\"translate(812.044459 356.168437) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"127.246094\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"190.869141\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"254.492188\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"318.115234\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_20\">\n",
       "    <g id=\"ytick_22\">\n",
       "     <g id=\"line2d_54\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"724.02151\" y=\"338.184606\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_65\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(701.118385 341.983825) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_23\">\n",
       "     <g id=\"line2d_55\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"724.02151\" y=\"304.33003\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_66\">\n",
       "      <!-- 0.5 -->\n",
       "      <g transform=\"translate(701.118385 308.129249) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_24\">\n",
       "     <g id=\"line2d_56\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m742cb96401\" x=\"724.02151\" y=\"270.475455\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_67\">\n",
       "      <!-- 1.0 -->\n",
       "      <g transform=\"translate(701.118385 274.274673) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" x=\"63.623047\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" x=\"95.410156\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"line2d_57\">\n",
       "    <path d=\"M 729.122493 338.184545 \n",
       "L 729.233592 284.275636 \n",
       "L 729.256779 283.731555 \n",
       "L 729.367887 281.628451 \n",
       "L 729.389569 281.291406 \n",
       "L 729.500678 279.811888 \n",
       "L 729.838171 277.145854 \n",
       "L 729.949255 276.52082 \n",
       "L 729.983463 276.346346 \n",
       "L 730.094572 275.86431 \n",
       "L 730.371288 274.892685 \n",
       "L 730.528199 274.461878 \n",
       "L 730.666162 274.148455 \n",
       "L 730.74855 273.977908 \n",
       "L 731.03207 273.485601 \n",
       "L 731.73137 272.648456 \n",
       "L 731.896605 272.504914 \n",
       "L 732.016033 272.410972 \n",
       "L 732.245727 272.240667 \n",
       "L 733.859267 271.498068 \n",
       "L 738.521671 270.843552 \n",
       "L 747.617758 270.697956 \n",
       "L 805.698954 270.567524 \n",
       "L 805.806202 270.496418 \n",
       "L 812.71212 270.475515 \n",
       "L 831.142155 270.475455 \n",
       "L 831.142155 270.475455 \n",
       "\" clip-path=\"url(#p30f12bdc35)\" style=\"fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_77\">\n",
       "    <path d=\"M 724.02151 341.57 \n",
       "L 724.02151 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_78\">\n",
       "    <path d=\"M 836.243138 341.57 \n",
       "L 836.243138 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_79\">\n",
       "    <path d=\"M 724.02151 341.57 \n",
       "L 836.243138 341.57 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_80\">\n",
       "    <path d=\"M 724.02151 267.09 \n",
       "L 836.243138 267.09 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_68\">\n",
       "    <!-- rpfvl -->\n",
       "    <g transform=\"translate(766.526387 261.09) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-70\" x=\"41.113281\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-66\" x=\"104.589844\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-76\" x=\"139.794922\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" x=\"198.974609\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"text_69\">\n",
       "   <!-- Disaster #4339: 1,120,768 valid registrations -->\n",
       "   <g transform=\"translate(291.366562 16.318125) scale(0.12 -0.12)\">\n",
       "    <defs>\n",
       "     <path id=\"DejaVuSans-23\" d=\"M 3272 2816 \n",
       "L 2363 2816 \n",
       "L 2100 1772 \n",
       "L 3016 1772 \n",
       "L 3272 2816 \n",
       "z\n",
       "M 2803 4594 \n",
       "L 2478 3297 \n",
       "L 3391 3297 \n",
       "L 3719 4594 \n",
       "L 4219 4594 \n",
       "L 3897 3297 \n",
       "L 4872 3297 \n",
       "L 4872 2816 \n",
       "L 3775 2816 \n",
       "L 3519 1772 \n",
       "L 4513 1772 \n",
       "L 4513 1294 \n",
       "L 3397 1294 \n",
       "L 3072 0 \n",
       "L 2572 0 \n",
       "L 2894 1294 \n",
       "L 1978 1294 \n",
       "L 1656 0 \n",
       "L 1153 0 \n",
       "L 1478 1294 \n",
       "L 494 1294 \n",
       "L 494 1772 \n",
       "L 1594 1772 \n",
       "L 1856 2816 \n",
       "L 850 2816 \n",
       "L 850 3297 \n",
       "L 1978 3297 \n",
       "L 2297 4594 \n",
       "L 2803 4594 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \n",
       "Q 3050 2419 3304 2112 \n",
       "Q 3559 1806 3559 1356 \n",
       "Q 3559 666 3084 287 \n",
       "Q 2609 -91 1734 -91 \n",
       "Q 1441 -91 1130 -33 \n",
       "Q 819 25 488 141 \n",
       "L 488 750 \n",
       "Q 750 597 1062 519 \n",
       "Q 1375 441 1716 441 \n",
       "Q 2309 441 2620 675 \n",
       "Q 2931 909 2931 1356 \n",
       "Q 2931 1769 2642 2001 \n",
       "Q 2353 2234 1838 2234 \n",
       "L 1294 2234 \n",
       "L 1294 2753 \n",
       "L 1863 2753 \n",
       "Q 2328 2753 2575 2939 \n",
       "Q 2822 3125 2822 3475 \n",
       "Q 2822 3834 2567 4026 \n",
       "Q 2313 4219 1838 4219 \n",
       "Q 1578 4219 1281 4162 \n",
       "Q 984 4106 628 3988 \n",
       "L 628 4550 \n",
       "Q 988 4650 1302 4700 \n",
       "Q 1616 4750 1894 4750 \n",
       "Q 2613 4750 3031 4423 \n",
       "Q 3450 4097 3450 3541 \n",
       "Q 3450 3153 3228 2886 \n",
       "Q 3006 2619 2597 2516 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-39\" d=\"M 703 97 \n",
       "L 703 672 \n",
       "Q 941 559 1184 500 \n",
       "Q 1428 441 1663 441 \n",
       "Q 2288 441 2617 861 \n",
       "Q 2947 1281 2994 2138 \n",
       "Q 2813 1869 2534 1725 \n",
       "Q 2256 1581 1919 1581 \n",
       "Q 1219 1581 811 2004 \n",
       "Q 403 2428 403 3163 \n",
       "Q 403 3881 828 4315 \n",
       "Q 1253 4750 1959 4750 \n",
       "Q 2769 4750 3195 4129 \n",
       "Q 3622 3509 3622 2328 \n",
       "Q 3622 1225 3098 567 \n",
       "Q 2575 -91 1691 -91 \n",
       "Q 1453 -91 1209 -44 \n",
       "Q 966 3 703 97 \n",
       "z\n",
       "M 1959 2075 \n",
       "Q 2384 2075 2632 2365 \n",
       "Q 2881 2656 2881 3163 \n",
       "Q 2881 3666 2632 3958 \n",
       "Q 2384 4250 1959 4250 \n",
       "Q 1534 4250 1286 3958 \n",
       "Q 1038 3666 1038 3163 \n",
       "Q 1038 2656 1286 2365 \n",
       "Q 1534 2075 1959 2075 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-3a\" d=\"M 750 794 \n",
       "L 1409 794 \n",
       "L 1409 0 \n",
       "L 750 0 \n",
       "L 750 794 \n",
       "z\n",
       "M 750 3309 \n",
       "L 1409 3309 \n",
       "L 1409 2516 \n",
       "L 750 2516 \n",
       "L 750 3309 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-2c\" d=\"M 750 794 \n",
       "L 1409 794 \n",
       "L 1409 256 \n",
       "L 897 -744 \n",
       "L 494 -744 \n",
       "L 750 256 \n",
       "L 750 794 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-37\" d=\"M 525 4666 \n",
       "L 3525 4666 \n",
       "L 3525 4397 \n",
       "L 1831 0 \n",
       "L 1172 0 \n",
       "L 2766 4134 \n",
       "L 525 4134 \n",
       "L 525 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     <path id=\"DejaVuSans-38\" d=\"M 2034 2216 \n",
       "Q 1584 2216 1326 1975 \n",
       "Q 1069 1734 1069 1313 \n",
       "Q 1069 891 1326 650 \n",
       "Q 1584 409 2034 409 \n",
       "Q 2484 409 2743 651 \n",
       "Q 3003 894 3003 1313 \n",
       "Q 3003 1734 2745 1975 \n",
       "Q 2488 2216 2034 2216 \n",
       "z\n",
       "M 1403 2484 \n",
       "Q 997 2584 770 2862 \n",
       "Q 544 3141 544 3541 \n",
       "Q 544 4100 942 4425 \n",
       "Q 1341 4750 2034 4750 \n",
       "Q 2731 4750 3128 4425 \n",
       "Q 3525 4100 3525 3541 \n",
       "Q 3525 3141 3298 2862 \n",
       "Q 3072 2584 2669 2484 \n",
       "Q 3125 2378 3379 2068 \n",
       "Q 3634 1759 3634 1313 \n",
       "Q 3634 634 3220 271 \n",
       "Q 2806 -91 2034 -91 \n",
       "Q 1263 -91 848 271 \n",
       "Q 434 634 434 1313 \n",
       "Q 434 1759 690 2068 \n",
       "Q 947 2378 1403 2484 \n",
       "z\n",
       "M 1172 3481 \n",
       "Q 1172 3119 1398 2916 \n",
       "Q 1625 2713 2034 2713 \n",
       "Q 2441 2713 2670 2916 \n",
       "Q 2900 3119 2900 3481 \n",
       "Q 2900 3844 2670 4047 \n",
       "Q 2441 4250 2034 4250 \n",
       "Q 1625 4250 1398 4047 \n",
       "Q 1172 3844 1172 3481 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "    </defs>\n",
       "    <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-69\" x=\"77.001953\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-73\" x=\"104.785156\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-61\" x=\"156.884766\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-73\" x=\"218.164062\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-74\" x=\"270.263672\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-65\" x=\"309.472656\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-72\" x=\"370.996094\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-20\" x=\"412.109375\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-23\" x=\"443.896484\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-34\" x=\"527.685547\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-33\" x=\"591.308594\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-33\" x=\"654.931641\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-39\" x=\"718.554688\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-3a\" x=\"782.177734\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-20\" x=\"815.869141\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-31\" x=\"847.65625\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-2c\" x=\"911.279297\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-31\" x=\"943.066406\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-32\" x=\"1006.689453\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-30\" x=\"1070.3125\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-2c\" x=\"1133.935547\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-37\" x=\"1165.722656\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-36\" x=\"1229.345703\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-38\" x=\"1292.96875\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-20\" x=\"1356.591797\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-76\" x=\"1388.378906\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-61\" x=\"1447.558594\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-6c\" x=\"1508.837891\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-69\" x=\"1536.621094\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-64\" x=\"1564.404297\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-20\" x=\"1627.880859\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-72\" x=\"1659.667969\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-65\" x=\"1698.53125\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-67\" x=\"1760.054688\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-69\" x=\"1823.53125\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-73\" x=\"1851.314453\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-74\" x=\"1903.414062\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-72\" x=\"1942.623047\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-61\" x=\"1983.736328\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-74\" x=\"2045.015625\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-69\" x=\"2084.224609\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-6f\" x=\"2112.007812\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-6e\" x=\"2173.189453\"/>\n",
       "    <use xlink:href=\"#DejaVuSans-73\" x=\"2236.568359\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p123276cacd\">\n",
       "   <rect x=\"52.375\" y=\"46.32\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p21f3734359\">\n",
       "   <rect x=\"220.286628\" y=\"46.32\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p2f78e002d5\">\n",
       "   <rect x=\"388.198255\" y=\"46.32\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p891a0cb8a3\">\n",
       "   <rect x=\"556.109883\" y=\"46.32\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"pdcb6bbfe78\">\n",
       "   <rect x=\"724.02151\" y=\"46.32\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p0ff2c41775\">\n",
       "   <rect x=\"52.375\" y=\"267.09\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p4ee6108a44\">\n",
       "   <rect x=\"220.286628\" y=\"267.09\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p55b31a65a1\">\n",
       "   <rect x=\"388.198255\" y=\"267.09\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p655fce3862\">\n",
       "   <rect x=\"556.109883\" y=\"267.09\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p30f12bdc35\">\n",
       "   <rect x=\"724.02151\" y=\"267.09\" width=\"112.221628\" height=\"74.48\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 1200x800 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Handle valid registrations data\n",
    "registrations = data['IndividualsAndHouseholdsProgramValidRegistrations'].copy()\n",
    "\n",
    "# Desired features\n",
    "features = ['ownRent', 'residenceType', 'utilitiesOut', 'homeDamage', 'foodNeed', 'shelterNeed',\n",
    "           'habitabilityRepairsRequired', 'renterDamageLevel', 'destroyed', 'rpfvl']\n",
    "n_features = len(features)\n",
    "\n",
    "# Determine subplots dimensions\n",
    "def get_subplot_dims(N):\n",
    "    m = 0\n",
    "    n = N\n",
    "    while m + 1 <= n:\n",
    "        m += 1\n",
    "        if N % m == 0:\n",
    "            n = N // m\n",
    "    return m, n\n",
    "n_columns, n_rows = get_subplot_dims(n_features)\n",
    "\n",
    "# Utility function to get empirical CDF\n",
    "def get_ecdf(df_col):\n",
    "    n = df_col.shape[0]\n",
    "    x = np.sort(df_col)\n",
    "    y = np.arange(1,n+1)/float(n)\n",
    "    return x, y\n",
    "\n",
    "# Construct plot - bar plot for qualitative ('object') data; hist plot for quantitative data\n",
    "fig, axs = plt.subplots(n_rows, n_columns, figsize=(12, n_rows*4))\n",
    "for i, ax in zip(range(n_features), axs.flatten()):\n",
    "    feature = features[i]\n",
    "    if registrations[feature].dtype in ['object', 'bool']:\n",
    "        registrations[feature].value_counts().plot(kind='bar', ax=ax)\n",
    "    elif feature == 'rpfvl':\n",
    "        x, y = get_ecdf(registrations[feature])\n",
    "        ax.plot(x, y)\n",
    "    else:\n",
    "        print(f\"{feature} not yet supported\")\n",
    "    ax.set_title(feature)\n",
    "fig.suptitle(f'Disaster #{filters[\"disasterNumber\"]}: {registrations.shape[0]:,.0f} valid registrations')\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # Optional code to write out data\n",
    "# import pickle\n",
    "# out_path = \"data.pkl\"\n",
    "# with open(out_path, 'wb') as f:\n",
    "#     pickle.dump(data, f)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.6"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}