2019 homeless counts data_HS.ipynb

{
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  {
   "cell_type": "code",
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   "source": [
    "# Dependencies and Setup\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import scipy.stats as st\n",
    "import numpy as np\n",
    "from scipy.stats import linregress\n",
    "\n",
    "# Data files\n",
    "HUD_2019_path = \"Data/HUD Exchange Data/2019-PIT-Counts-by-State.csv\"\n",
    "HUD_2018_path = \"Data/HUD Exchange Data/2018-PIT-Counts-by-State.csv\"\n",
    "HUD_2017_path = \"Data/HUD Exchange Data/2017-PIT-Counts-by-State.csv\"\n",
    "HUD_2016_path = \"Data/HUD Exchange Data/2016-PIT-Counts-by-State.csv\"\n",
    "HUD_2015_path = \"Data/HUD Exchange Data/2015-PIT-Counts-by-State.csv\"\n",
    "\n",
    "# Read csvs\n",
    "hud_2019_data = pd.read_csv(HUD_2019_path)\n",
    "hud_2018_data = pd.read_csv(HUD_2018_path)\n",
    "hud_2017_data = pd.read_csv(HUD_2017_path)\n",
    "hud_2016_data = pd.read_csv(HUD_2016_path)\n",
    "hud_2015_data = pd.read_csv(HUD_2015_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
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   "outputs": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Number of CoCs</th>\n",
       "      <th>Overall Homeless, 2019</th>\n",
       "      <th>Overall Homeless - Under 18, 2019</th>\n",
       "      <th>Overall Homeless - Age 18 to 24, 2019</th>\n",
       "      <th>Overall Homeless - Over 24, 2019</th>\n",
       "      <th>Overall Homeless - Female, 2019</th>\n",
       "      <th>Overall Homeless - Male, 2019</th>\n",
       "      <th>Overall Homeless - Transgender, 2019</th>\n",
       "      <th>Overall Homeless - Gender Non-Conforming, 2019</th>\n",
       "      <th>...</th>\n",
       "      <th>Overall Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered ES Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered TH Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered Total Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Unsheltered Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Overall Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered ES Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered TH Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered Total Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Unsheltered Homeless Children of Parenting Youth, 2019</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1907.0</td>\n",
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       "      <td>204.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3261.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>199.0</td>\n",
       "      <td>2433.0</td>\n",
       "      <td>1383.0</td>\n",
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       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2717.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>2097.0</td>\n",
       "      <td>1022.0</td>\n",
       "      <td>1688.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>11.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>11.0</td>\n",
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       "      <td>11.0</td>\n",
       "      <td>...</td>\n",
       "      <td>58.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>44.0</td>\n",
       "      <td>151278.0</td>\n",
       "      <td>14305.0</td>\n",
       "      <td>12673.0</td>\n",
       "      <td>124300.0</td>\n",
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       "      <td>1764.0</td>\n",
       "      <td>643.0</td>\n",
       "      <td>...</td>\n",
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       "      <td>1194.0</td>\n",
       "      <td>555.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>282.0</td>\n",
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       "<p>5 rows × 541 columns</p>\n",
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      "text/plain": [
       "  State  Number of CoCs  Overall Homeless, 2019  \\\n",
       "0    AK             2.0                  1907.0   \n",
       "1    AL             8.0                  3261.0   \n",
       "2    AR             5.0                  2717.0   \n",
       "3    AZ             3.0                 10007.0   \n",
       "4    CA            44.0                151278.0   \n",
       "\n",
       "   Overall Homeless - Under 18, 2019  Overall Homeless - Age 18 to 24, 2019  \\\n",
       "0                              335.0                                  204.0   \n",
       "1                              629.0                                  199.0   \n",
       "2                              303.0                                  317.0   \n",
       "3                             1602.0                                  708.0   \n",
       "4                            14305.0                                12673.0   \n",
       "\n",
       "   Overall Homeless - Over 24, 2019  Overall Homeless - Female, 2019  \\\n",
       "0                            1368.0                            761.0   \n",
       "1                            2433.0                           1383.0   \n",
       "2                            2097.0                           1022.0   \n",
       "3                            7697.0                           3683.0   \n",
       "4                          124300.0                          50467.0   \n",
       "\n",
       "   Overall Homeless - Male, 2019  Overall Homeless - Transgender, 2019  \\\n",
       "0                         1137.0                                   6.0   \n",
       "1                         1873.0                                   3.0   \n",
       "2                         1688.0                                   4.0   \n",
       "3                         6297.0                                  16.0   \n",
       "4                        98404.0                                1764.0   \n",
       "\n",
       "   Overall Homeless - Gender Non-Conforming, 2019  ...  \\\n",
       "0                                             3.0  ...   \n",
       "1                                             2.0  ...   \n",
       "2                                             3.0  ...   \n",
       "3                                            11.0  ...   \n",
       "4                                           643.0  ...   \n",
       "\n",
       "   Overall Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                              20.0   \n",
       "1                                              22.0   \n",
       "2                                              11.0   \n",
       "3                                              58.0   \n",
       "4                                            1019.0   \n",
       "\n",
       "   Sheltered ES Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                                6.0       \n",
       "1                                               10.0       \n",
       "2                                                7.0       \n",
       "3                                               17.0       \n",
       "4                                              457.0       \n",
       "\n",
       "   Sheltered TH Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                               14.0       \n",
       "1                                               11.0       \n",
       "2                                                4.0       \n",
       "3                                               40.0       \n",
       "4                                              291.0       \n",
       "\n",
       "   Sheltered Total Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                               20.0          \n",
       "1                                               21.0          \n",
       "2                                               11.0          \n",
       "3                                               57.0          \n",
       "4                                              748.0          \n",
       "\n",
       "   Unsheltered Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                                0.0      \n",
       "1                                                1.0      \n",
       "2                                                0.0      \n",
       "3                                                1.0      \n",
       "4                                              271.0      \n",
       "\n",
       "   Overall Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               27.0    \n",
       "1                                               34.0    \n",
       "2                                               15.0    \n",
       "3                                               80.0    \n",
       "4                                             1194.0    \n",
       "\n",
       "   Sheltered ES Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               13.0         \n",
       "1                                               17.0         \n",
       "2                                               10.0         \n",
       "3                                               26.0         \n",
       "4                                              555.0         \n",
       "\n",
       "   Sheltered TH Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               14.0         \n",
       "1                                               13.0         \n",
       "2                                                5.0         \n",
       "3                                               53.0         \n",
       "4                                              357.0         \n",
       "\n",
       "   Sheltered Total Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               27.0            \n",
       "1                                               30.0            \n",
       "2                                               15.0            \n",
       "3                                               79.0            \n",
       "4                                              912.0            \n",
       "\n",
       "   Unsheltered Homeless Children of Parenting Youth, 2019  \n",
       "0                                                0.0       \n",
       "1                                                4.0       \n",
       "2                                                0.0       \n",
       "3                                                1.0       \n",
       "4                                              282.0       \n",
       "\n",
       "[5 rows x 541 columns]"
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     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hud_2019_data.head()"
   ]
  },
  {
   "cell_type": "code",
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       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Number of CoCs</th>\n",
       "      <th>Overall Homeless, 2019</th>\n",
       "      <th>Overall Homeless - Under 18, 2019</th>\n",
       "      <th>Overall Homeless - Age 18 to 24, 2019</th>\n",
       "      <th>Overall Homeless - Over 24, 2019</th>\n",
       "      <th>Overall Homeless - Female, 2019</th>\n",
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       "      <th>Overall Homeless - Transgender, 2019</th>\n",
       "      <th>Overall Homeless - Gender Non-Conforming, 2019</th>\n",
       "      <th>...</th>\n",
       "      <th>Overall Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered ES Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered TH Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Sheltered Total Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Unsheltered Homeless Parenting Youth Age 18-24, 2019</th>\n",
       "      <th>Overall Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered ES Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered TH Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Sheltered Total Homeless Children of Parenting Youth, 2019</th>\n",
       "      <th>Unsheltered Homeless Children of Parenting Youth, 2019</th>\n",
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       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>2.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3261.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>199.0</td>\n",
       "      <td>2433.0</td>\n",
       "      <td>1383.0</td>\n",
       "      <td>1873.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>22.0</td>\n",
       "      <td>10.0</td>\n",
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       "      <td>21.0</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>30.0</td>\n",
       "      <td>4.0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2717.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>2097.0</td>\n",
       "      <td>1022.0</td>\n",
       "      <td>1688.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>11.0</td>\n",
       "      <td>7.0</td>\n",
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       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>3.0</td>\n",
       "      <td>10007.0</td>\n",
       "      <td>1602.0</td>\n",
       "      <td>708.0</td>\n",
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       "      <td>26.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>1.0</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>44.0</td>\n",
       "      <td>151278.0</td>\n",
       "      <td>14305.0</td>\n",
       "      <td>12673.0</td>\n",
       "      <td>124300.0</td>\n",
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       "      <td>98404.0</td>\n",
       "      <td>1764.0</td>\n",
       "      <td>643.0</td>\n",
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       "      <td>912.0</td>\n",
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      "text/plain": [
       "  State  Number of CoCs  Overall Homeless, 2019  \\\n",
       "0    AK             2.0                  1907.0   \n",
       "1    AL             8.0                  3261.0   \n",
       "2    AR             5.0                  2717.0   \n",
       "3    AZ             3.0                 10007.0   \n",
       "4    CA            44.0                151278.0   \n",
       "\n",
       "   Overall Homeless - Under 18, 2019  Overall Homeless - Age 18 to 24, 2019  \\\n",
       "0                              335.0                                  204.0   \n",
       "1                              629.0                                  199.0   \n",
       "2                              303.0                                  317.0   \n",
       "3                             1602.0                                  708.0   \n",
       "4                            14305.0                                12673.0   \n",
       "\n",
       "   Overall Homeless - Over 24, 2019  Overall Homeless - Female, 2019  \\\n",
       "0                            1368.0                            761.0   \n",
       "1                            2433.0                           1383.0   \n",
       "2                            2097.0                           1022.0   \n",
       "3                            7697.0                           3683.0   \n",
       "4                          124300.0                          50467.0   \n",
       "\n",
       "   Overall Homeless - Male, 2019  Overall Homeless - Transgender, 2019  \\\n",
       "0                         1137.0                                   6.0   \n",
       "1                         1873.0                                   3.0   \n",
       "2                         1688.0                                   4.0   \n",
       "3                         6297.0                                  16.0   \n",
       "4                        98404.0                                1764.0   \n",
       "\n",
       "   Overall Homeless - Gender Non-Conforming, 2019  ...  \\\n",
       "0                                             3.0  ...   \n",
       "1                                             2.0  ...   \n",
       "2                                             3.0  ...   \n",
       "3                                            11.0  ...   \n",
       "4                                           643.0  ...   \n",
       "\n",
       "   Overall Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                              20.0   \n",
       "1                                              22.0   \n",
       "2                                              11.0   \n",
       "3                                              58.0   \n",
       "4                                            1019.0   \n",
       "\n",
       "   Sheltered ES Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                                6.0       \n",
       "1                                               10.0       \n",
       "2                                                7.0       \n",
       "3                                               17.0       \n",
       "4                                              457.0       \n",
       "\n",
       "   Sheltered TH Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                               14.0       \n",
       "1                                               11.0       \n",
       "2                                                4.0       \n",
       "3                                               40.0       \n",
       "4                                              291.0       \n",
       "\n",
       "   Sheltered Total Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                               20.0          \n",
       "1                                               21.0          \n",
       "2                                               11.0          \n",
       "3                                               57.0          \n",
       "4                                              748.0          \n",
       "\n",
       "   Unsheltered Homeless Parenting Youth Age 18-24, 2019  \\\n",
       "0                                                0.0      \n",
       "1                                                1.0      \n",
       "2                                                0.0      \n",
       "3                                                1.0      \n",
       "4                                              271.0      \n",
       "\n",
       "   Overall Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               27.0    \n",
       "1                                               34.0    \n",
       "2                                               15.0    \n",
       "3                                               80.0    \n",
       "4                                             1194.0    \n",
       "\n",
       "   Sheltered ES Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               13.0         \n",
       "1                                               17.0         \n",
       "2                                               10.0         \n",
       "3                                               26.0         \n",
       "4                                              555.0         \n",
       "\n",
       "   Sheltered TH Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               14.0         \n",
       "1                                               13.0         \n",
       "2                                                5.0         \n",
       "3                                               53.0         \n",
       "4                                              357.0         \n",
       "\n",
       "   Sheltered Total Homeless Children of Parenting Youth, 2019  \\\n",
       "0                                               27.0            \n",
       "1                                               30.0            \n",
       "2                                               15.0            \n",
       "3                                               79.0            \n",
       "4                                              912.0            \n",
       "\n",
       "   Unsheltered Homeless Children of Parenting Youth, 2019  \n",
       "0                                                0.0       \n",
       "1                                                4.0       \n",
       "2                                                0.0       \n",
       "3                                                1.0       \n",
       "4                                              282.0       \n",
       "\n",
       "[5 rows x 541 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_hud_2019_data = hud_2019_data.dropna()\n",
    "new_hud_2019_data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "State                                                          object\n",
       "Number of CoCs                                                float64\n",
       "Overall Homeless, 2019                                        float64\n",
       "Overall Homeless - Under 18, 2019                             float64\n",
       "Overall Homeless - Age 18 to 24, 2019                         float64\n",
       "                                                               ...   \n",
       "Overall Homeless Children of Parenting Youth, 2019            float64\n",
       "Sheltered ES Homeless Children of Parenting Youth, 2019       float64\n",
       "Sheltered TH Homeless Children of Parenting Youth, 2019       float64\n",
       "Sheltered Total Homeless Children of Parenting Youth, 2019    float64\n",
       "Unsheltered Homeless Children of Parenting Youth, 2019        float64\n",
       "Length: 541, dtype: object"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_hud_2019_data.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Overall Homeless, 2019</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>1907.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>3261.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>2717.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>10007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>151278.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CO</td>\n",
       "      <td>9619.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CT</td>\n",
       "      <td>3033.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>DC</td>\n",
       "      <td>6521.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DE</td>\n",
       "      <td>921.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FL</td>\n",
       "      <td>28328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>GA</td>\n",
       "      <td>10443.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>GU</td>\n",
       "      <td>875.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HI</td>\n",
       "      <td>6412.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IA</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ID</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IL</td>\n",
       "      <td>10199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IN</td>\n",
       "      <td>5471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>KS</td>\n",
       "      <td>2381.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>KY</td>\n",
       "      <td>4079.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>LA</td>\n",
       "      <td>2941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MA</td>\n",
       "      <td>18471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MD</td>\n",
       "      <td>6561.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>ME</td>\n",
       "      <td>2106.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MI</td>\n",
       "      <td>8575.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MN</td>\n",
       "      <td>7977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MO</td>\n",
       "      <td>6179.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MP</td>\n",
       "      <td>1807.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MS</td>\n",
       "      <td>1184.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MT</td>\n",
       "      <td>1357.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NC</td>\n",
       "      <td>9314.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>ND</td>\n",
       "      <td>557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NE</td>\n",
       "      <td>2365.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NH</td>\n",
       "      <td>1396.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NJ</td>\n",
       "      <td>8862.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NM</td>\n",
       "      <td>3241.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NV</td>\n",
       "      <td>7169.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NY</td>\n",
       "      <td>92091.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>OH</td>\n",
       "      <td>10345.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>OK</td>\n",
       "      <td>3944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>OR</td>\n",
       "      <td>15876.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>PA</td>\n",
       "      <td>13199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PR</td>\n",
       "      <td>2535.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>RI</td>\n",
       "      <td>1055.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>SC</td>\n",
       "      <td>4172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>SD</td>\n",
       "      <td>995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>TN</td>\n",
       "      <td>7467.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>TX</td>\n",
       "      <td>25848.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>UT</td>\n",
       "      <td>2798.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>VA</td>\n",
       "      <td>5783.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>VI</td>\n",
       "      <td>314.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>VT</td>\n",
       "      <td>1089.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>WA</td>\n",
       "      <td>21577.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>WI</td>\n",
       "      <td>4538.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>WV</td>\n",
       "      <td>1397.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>WY</td>\n",
       "      <td>548.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Total</td>\n",
       "      <td>567715.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    State  Overall Homeless, 2019\n",
       "0      AK                  1907.0\n",
       "1      AL                  3261.0\n",
       "2      AR                  2717.0\n",
       "3      AZ                 10007.0\n",
       "4      CA                151278.0\n",
       "5      CO                  9619.0\n",
       "6      CT                  3033.0\n",
       "7      DC                  6521.0\n",
       "8      DE                   921.0\n",
       "9      FL                 28328.0\n",
       "10     GA                 10443.0\n",
       "11     GU                   875.0\n",
       "12     HI                  6412.0\n",
       "13     IA                  2315.0\n",
       "14     ID                  2315.0\n",
       "15     IL                 10199.0\n",
       "16     IN                  5471.0\n",
       "17     KS                  2381.0\n",
       "18     KY                  4079.0\n",
       "19     LA                  2941.0\n",
       "20     MA                 18471.0\n",
       "21     MD                  6561.0\n",
       "22     ME                  2106.0\n",
       "23     MI                  8575.0\n",
       "24     MN                  7977.0\n",
       "25     MO                  6179.0\n",
       "26     MP                  1807.0\n",
       "27     MS                  1184.0\n",
       "28     MT                  1357.0\n",
       "29     NC                  9314.0\n",
       "30     ND                   557.0\n",
       "31     NE                  2365.0\n",
       "32     NH                  1396.0\n",
       "33     NJ                  8862.0\n",
       "34     NM                  3241.0\n",
       "35     NV                  7169.0\n",
       "36     NY                 92091.0\n",
       "37     OH                 10345.0\n",
       "38     OK                  3944.0\n",
       "39     OR                 15876.0\n",
       "40     PA                 13199.0\n",
       "41     PR                  2535.0\n",
       "42     RI                  1055.0\n",
       "43     SC                  4172.0\n",
       "44     SD                   995.0\n",
       "45     TN                  7467.0\n",
       "46     TX                 25848.0\n",
       "47     UT                  2798.0\n",
       "48     VA                  5783.0\n",
       "49     VI                   314.0\n",
       "50     VT                  1089.0\n",
       "51     WA                 21577.0\n",
       "52     WI                  4538.0\n",
       "53     WV                  1397.0\n",
       "54     WY                   548.0\n",
       "55  Total                567715.0"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#pulling specific columns to work with\n",
    "overall2019_df = new_hud_2019_data.loc[:, [\"State\",\"Overall Homeless, 2019\"]]\n",
    "overall2019_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
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       "      <th>Overall Homeless, 2019</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>1907.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>3261.0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>2717.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>10007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>151278.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CO</td>\n",
       "      <td>9619.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CT</td>\n",
       "      <td>3033.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>DC</td>\n",
       "      <td>6521.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DE</td>\n",
       "      <td>921.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FL</td>\n",
       "      <td>28328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>GA</td>\n",
       "      <td>10443.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>GU</td>\n",
       "      <td>875.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HI</td>\n",
       "      <td>6412.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IA</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ID</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IL</td>\n",
       "      <td>10199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IN</td>\n",
       "      <td>5471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>KS</td>\n",
       "      <td>2381.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>KY</td>\n",
       "      <td>4079.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>LA</td>\n",
       "      <td>2941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MA</td>\n",
       "      <td>18471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MD</td>\n",
       "      <td>6561.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>ME</td>\n",
       "      <td>2106.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MI</td>\n",
       "      <td>8575.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MN</td>\n",
       "      <td>7977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MO</td>\n",
       "      <td>6179.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MP</td>\n",
       "      <td>1807.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MS</td>\n",
       "      <td>1184.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MT</td>\n",
       "      <td>1357.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NC</td>\n",
       "      <td>9314.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>ND</td>\n",
       "      <td>557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NE</td>\n",
       "      <td>2365.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NH</td>\n",
       "      <td>1396.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NJ</td>\n",
       "      <td>8862.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NM</td>\n",
       "      <td>3241.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NV</td>\n",
       "      <td>7169.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NY</td>\n",
       "      <td>92091.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>OH</td>\n",
       "      <td>10345.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>OK</td>\n",
       "      <td>3944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>OR</td>\n",
       "      <td>15876.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>PA</td>\n",
       "      <td>13199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PR</td>\n",
       "      <td>2535.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>RI</td>\n",
       "      <td>1055.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>SC</td>\n",
       "      <td>4172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>SD</td>\n",
       "      <td>995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>TN</td>\n",
       "      <td>7467.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>TX</td>\n",
       "      <td>25848.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>UT</td>\n",
       "      <td>2798.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>VA</td>\n",
       "      <td>5783.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>VI</td>\n",
       "      <td>314.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>VT</td>\n",
       "      <td>1089.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>WA</td>\n",
       "      <td>21577.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>WI</td>\n",
       "      <td>4538.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>WV</td>\n",
       "      <td>1397.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>WY</td>\n",
       "      <td>548.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   State  Overall Homeless, 2019\n",
       "0     AK                  1907.0\n",
       "1     AL                  3261.0\n",
       "2     AR                  2717.0\n",
       "3     AZ                 10007.0\n",
       "4     CA                151278.0\n",
       "5     CO                  9619.0\n",
       "6     CT                  3033.0\n",
       "7     DC                  6521.0\n",
       "8     DE                   921.0\n",
       "9     FL                 28328.0\n",
       "10    GA                 10443.0\n",
       "11    GU                   875.0\n",
       "12    HI                  6412.0\n",
       "13    IA                  2315.0\n",
       "14    ID                  2315.0\n",
       "15    IL                 10199.0\n",
       "16    IN                  5471.0\n",
       "17    KS                  2381.0\n",
       "18    KY                  4079.0\n",
       "19    LA                  2941.0\n",
       "20    MA                 18471.0\n",
       "21    MD                  6561.0\n",
       "22    ME                  2106.0\n",
       "23    MI                  8575.0\n",
       "24    MN                  7977.0\n",
       "25    MO                  6179.0\n",
       "26    MP                  1807.0\n",
       "27    MS                  1184.0\n",
       "28    MT                  1357.0\n",
       "29    NC                  9314.0\n",
       "30    ND                   557.0\n",
       "31    NE                  2365.0\n",
       "32    NH                  1396.0\n",
       "33    NJ                  8862.0\n",
       "34    NM                  3241.0\n",
       "35    NV                  7169.0\n",
       "36    NY                 92091.0\n",
       "37    OH                 10345.0\n",
       "38    OK                  3944.0\n",
       "39    OR                 15876.0\n",
       "40    PA                 13199.0\n",
       "41    PR                  2535.0\n",
       "42    RI                  1055.0\n",
       "43    SC                  4172.0\n",
       "44    SD                   995.0\n",
       "45    TN                  7467.0\n",
       "46    TX                 25848.0\n",
       "47    UT                  2798.0\n",
       "48    VA                  5783.0\n",
       "49    VI                   314.0\n",
       "50    VT                  1089.0\n",
       "51    WA                 21577.0\n",
       "52    WI                  4538.0\n",
       "53    WV                  1397.0\n",
       "54    WY                   548.0"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_overall2019_df = overall2019_df.drop([55], axis=0)\n",
    "new_overall2019_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['AK',\n",
       " 'AL',\n",
       " 'AR',\n",
       " 'AZ',\n",
       " 'CA',\n",
       " 'CO',\n",
       " 'CT',\n",
       " 'DC',\n",
       " 'DE',\n",
       " 'FL',\n",
       " 'GA',\n",
       " 'GU',\n",
       " 'HI',\n",
       " 'IA',\n",
       " 'ID',\n",
       " 'IL',\n",
       " 'IN',\n",
       " 'KS',\n",
       " 'KY',\n",
       " 'LA',\n",
       " 'MA',\n",
       " 'MD',\n",
       " 'ME',\n",
       " 'MI',\n",
       " 'MN',\n",
       " 'MO',\n",
       " 'MP',\n",
       " 'MS',\n",
       " 'MT',\n",
       " 'NC',\n",
       " 'ND',\n",
       " 'NE',\n",
       " 'NH',\n",
       " 'NJ',\n",
       " 'NM',\n",
       " 'NV',\n",
       " 'NY',\n",
       " 'OH',\n",
       " 'OK',\n",
       " 'OR',\n",
       " 'PA',\n",
       " 'PR',\n",
       " 'RI',\n",
       " 'SC',\n",
       " 'SD',\n",
       " 'TN',\n",
       " 'TX',\n",
       " 'UT',\n",
       " 'VA',\n",
       " 'VI',\n",
       " 'VT',\n",
       " 'WA',\n",
       " 'WI',\n",
       " 'WV',\n",
       " 'WY']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states = new_overall2019_df[\"State\"].tolist()\n",
    "states"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1907.0,\n",
       " 3261.0,\n",
       " 2717.0,\n",
       " 10007.0,\n",
       " 151278.0,\n",
       " 9619.0,\n",
       " 3033.0,\n",
       " 6521.0,\n",
       " 921.0,\n",
       " 28328.0,\n",
       " 10443.0,\n",
       " 875.0,\n",
       " 6412.0,\n",
       " 2315.0,\n",
       " 2315.0,\n",
       " 10199.0,\n",
       " 5471.0,\n",
       " 2381.0,\n",
       " 4079.0,\n",
       " 2941.0,\n",
       " 18471.0,\n",
       " 6561.0,\n",
       " 2106.0,\n",
       " 8575.0,\n",
       " 7977.0,\n",
       " 6179.0,\n",
       " 1807.0,\n",
       " 1184.0,\n",
       " 1357.0,\n",
       " 9314.0,\n",
       " 557.0,\n",
       " 2365.0,\n",
       " 1396.0,\n",
       " 8862.0,\n",
       " 3241.0,\n",
       " 7169.0,\n",
       " 92091.0,\n",
       " 10345.0,\n",
       " 3944.0,\n",
       " 15876.0,\n",
       " 13199.0,\n",
       " 2535.0,\n",
       " 1055.0,\n",
       " 4172.0,\n",
       " 995.0,\n",
       " 7467.0,\n",
       " 25848.0,\n",
       " 2798.0,\n",
       " 5783.0,\n",
       " 314.0,\n",
       " 1089.0,\n",
       " 21577.0,\n",
       " 4538.0,\n",
       " 1397.0,\n",
       " 548.0]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count2019 = new_overall2019_df[\"Overall Homeless, 2019\"].tolist()\n",
    "count2019"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "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>State</th>\n",
       "      <th>Overall Homeless, 2019</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>151278.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NY</td>\n",
       "      <td>92091.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FL</td>\n",
       "      <td>28328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>TX</td>\n",
       "      <td>25848.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>WA</td>\n",
       "      <td>21577.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MA</td>\n",
       "      <td>18471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>OR</td>\n",
       "      <td>15876.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>PA</td>\n",
       "      <td>13199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>GA</td>\n",
       "      <td>10443.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>OH</td>\n",
       "      <td>10345.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IL</td>\n",
       "      <td>10199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>10007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CO</td>\n",
       "      <td>9619.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NC</td>\n",
       "      <td>9314.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NJ</td>\n",
       "      <td>8862.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MI</td>\n",
       "      <td>8575.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MN</td>\n",
       "      <td>7977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>TN</td>\n",
       "      <td>7467.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NV</td>\n",
       "      <td>7169.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MD</td>\n",
       "      <td>6561.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>DC</td>\n",
       "      <td>6521.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HI</td>\n",
       "      <td>6412.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MO</td>\n",
       "      <td>6179.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>VA</td>\n",
       "      <td>5783.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IN</td>\n",
       "      <td>5471.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>WI</td>\n",
       "      <td>4538.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>SC</td>\n",
       "      <td>4172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>KY</td>\n",
       "      <td>4079.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>OK</td>\n",
       "      <td>3944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>3261.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NM</td>\n",
       "      <td>3241.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CT</td>\n",
       "      <td>3033.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>LA</td>\n",
       "      <td>2941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>UT</td>\n",
       "      <td>2798.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>2717.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PR</td>\n",
       "      <td>2535.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>KS</td>\n",
       "      <td>2381.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NE</td>\n",
       "      <td>2365.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ID</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IA</td>\n",
       "      <td>2315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>ME</td>\n",
       "      <td>2106.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>1907.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MP</td>\n",
       "      <td>1807.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>WV</td>\n",
       "      <td>1397.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NH</td>\n",
       "      <td>1396.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MT</td>\n",
       "      <td>1357.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MS</td>\n",
       "      <td>1184.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>VT</td>\n",
       "      <td>1089.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>RI</td>\n",
       "      <td>1055.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>SD</td>\n",
       "      <td>995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DE</td>\n",
       "      <td>921.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>GU</td>\n",
       "      <td>875.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>ND</td>\n",
       "      <td>557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>WY</td>\n",
       "      <td>548.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>VI</td>\n",
       "      <td>314.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   State  Overall Homeless, 2019\n",
       "4     CA                151278.0\n",
       "36    NY                 92091.0\n",
       "9     FL                 28328.0\n",
       "46    TX                 25848.0\n",
       "51    WA                 21577.0\n",
       "20    MA                 18471.0\n",
       "39    OR                 15876.0\n",
       "40    PA                 13199.0\n",
       "10    GA                 10443.0\n",
       "37    OH                 10345.0\n",
       "15    IL                 10199.0\n",
       "3     AZ                 10007.0\n",
       "5     CO                  9619.0\n",
       "29    NC                  9314.0\n",
       "33    NJ                  8862.0\n",
       "23    MI                  8575.0\n",
       "24    MN                  7977.0\n",
       "45    TN                  7467.0\n",
       "35    NV                  7169.0\n",
       "21    MD                  6561.0\n",
       "7     DC                  6521.0\n",
       "12    HI                  6412.0\n",
       "25    MO                  6179.0\n",
       "48    VA                  5783.0\n",
       "16    IN                  5471.0\n",
       "52    WI                  4538.0\n",
       "43    SC                  4172.0\n",
       "18    KY                  4079.0\n",
       "38    OK                  3944.0\n",
       "1     AL                  3261.0\n",
       "34    NM                  3241.0\n",
       "6     CT                  3033.0\n",
       "19    LA                  2941.0\n",
       "47    UT                  2798.0\n",
       "2     AR                  2717.0\n",
       "41    PR                  2535.0\n",
       "17    KS                  2381.0\n",
       "31    NE                  2365.0\n",
       "14    ID                  2315.0\n",
       "13    IA                  2315.0\n",
       "22    ME                  2106.0\n",
       "0     AK                  1907.0\n",
       "26    MP                  1807.0\n",
       "53    WV                  1397.0\n",
       "32    NH                  1396.0\n",
       "28    MT                  1357.0\n",
       "27    MS                  1184.0\n",
       "50    VT                  1089.0\n",
       "42    RI                  1055.0\n",
       "44    SD                   995.0\n",
       "8     DE                   921.0\n",
       "11    GU                   875.0\n",
       "30    ND                   557.0\n",
       "54    WY                   548.0\n",
       "49    VI                   314.0"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#bar graph for 2019 data\n",
    "sorted_new_overall2019_df = new_overall2019_df.sort_values(\"Overall Homeless, 2019\", ascending = False)\n",
    "sorted_new_overall2019_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sorted_new_overall2019_df.plot(kind = \"bar\", color = \"green\", figsize = (10, 5), title = \"Overall Homeless Count per State in 2019\", x=\"State\")\n",
    "plt.ylabel(\"Count\")\n",
    "plt.savefig(\"Images/Overall \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "248593.0"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#getting sum for all states minus top five\n",
    "removed_CA = new_overall2019_df.drop([4], axis=0)\n",
    "removed_CAandNY = removed_CA.drop([36], axis=0)\n",
    "removed_CAandNYandFL = removed_CAandNY.drop([9], axis=0)\n",
    "removed_CAandNYandFLandTX = removed_CAandNYandFL.drop([46], axis=0)\n",
    "removed_CAandNYandFLandTXandWA = removed_CAandNYandFLandTX.drop([51], axis=0)\n",
    "allotherstatehomelesscount_minusCAandNYandFLandTXandWA = removed_CAandNYandFLandTXandWA[\"Overall Homeless, 2019\"].sum()\n",
    "allotherstatehomelesscount_minusCAandNYandFLandTXandWA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.100385716327534,\n",
       " 1.1000183674441684,\n",
       " -1.1276627393211485,\n",
       " 1.1108661990895141)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#piechart for 2019 data\n",
    "labels = [\"CA\", \"NY\", \"FL\",\"TX\", \"WA\", \"All other states\"] \n",
    "count = [\"151278\", \"92091\",\"28328\", \"25848\", \"21577\",\"248593\"]\n",
    "colors = [\"blue\", \"green\", \"red\", \"purple\", \"yellow\", \"orange\"]\n",
    "explode = (0,0,0,0,0,0)\n",
    "plt.pie(count,explode = explode, labels = labels, colors=colors, shadow = \"True\")\n",
    "plt.title(\"Overall Homeless Count per State in 2019\")\n",
    "plt.axis(\"equal\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#2018 data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "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>State</th>\n",
       "      <th>Number of CoCs</th>\n",
       "      <th>Overall Homeless, 2018</th>\n",
       "      <th>Overall Homeless - Under 18, 2018</th>\n",
       "      <th>Overall Homeless - Age 18 to 24, 2018</th>\n",
       "      <th>Overall Homeless - Over 24, 2018</th>\n",
       "      <th>Overall Homeless - Female, 2018</th>\n",
       "      <th>Overall Homeless - Male, 2018</th>\n",
       "      <th>Overall Homeless - Transgender, 2018</th>\n",
       "      <th>Overall Homeless - Gender Non-Conforming, 2018</th>\n",
       "      <th>...</th>\n",
       "      <th>Overall Homeless Parenting Youth Age 18-24, 2018</th>\n",
       "      <th>Sheltered ES Homeless Parenting Youth Age 18-24, 2018</th>\n",
       "      <th>Sheltered TH Homeless Parenting Youth Age 18-24, 2018</th>\n",
       "      <th>Sheltered Total Homeless Parenting Youth Age 18-24, 2018</th>\n",
       "      <th>Unsheltered Homeless Parenting Youth Age 18-24, 2018</th>\n",
       "      <th>Overall Homeless Children of Parenting Youth, 2018</th>\n",
       "      <th>Sheltered ES Homeless Children of Parenting Youth, 2018</th>\n",
       "      <th>Sheltered TH Homeless Children of Parenting Youth, 2018</th>\n",
       "      <th>Sheltered Total Homeless Children of Parenting Youth, 2018</th>\n",
       "      <th>Unsheltered Homeless Children of Parenting Youth, 2018</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>349.0</td>\n",
       "      <td>191.0</td>\n",
       "      <td>1476.0</td>\n",
       "      <td>880.0</td>\n",
       "      <td>1129.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>25.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3434.0</td>\n",
       "      <td>573.0</td>\n",
       "      <td>157.0</td>\n",
       "      <td>2704.0</td>\n",
       "      <td>1399.0</td>\n",
       "      <td>2025.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>27.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2712.0</td>\n",
       "      <td>309.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>2190.0</td>\n",
       "      <td>1113.0</td>\n",
       "      <td>1593.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>8.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>3.0</td>\n",
       "      <td>9865.0</td>\n",
       "      <td>1680.0</td>\n",
       "      <td>780.0</td>\n",
       "      <td>7405.0</td>\n",
       "      <td>3460.0</td>\n",
       "      <td>6354.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>...</td>\n",
       "      <td>63.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>43.0</td>\n",
       "      <td>129972.0</td>\n",
       "      <td>13936.0</td>\n",
       "      <td>12678.0</td>\n",
       "      <td>103358.0</td>\n",
       "      <td>42491.0</td>\n",
       "      <td>85810.0</td>\n",
       "      <td>1252.0</td>\n",
       "      <td>419.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1077.0</td>\n",
       "      <td>567.0</td>\n",
       "      <td>389.0</td>\n",
       "      <td>956.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>1215.0</td>\n",
       "      <td>631.0</td>\n",
       "      <td>464.0</td>\n",
       "      <td>1095.0</td>\n",
       "      <td>120.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>CO</td>\n",
       "      <td>3.0</td>\n",
       "      <td>10857.0</td>\n",
       "      <td>1887.0</td>\n",
       "      <td>808.0</td>\n",
       "      <td>8162.0</td>\n",
       "      <td>3880.0</td>\n",
       "      <td>6926.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>...</td>\n",
       "      <td>135.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>152.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>116.0</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CT</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3976.0</td>\n",
       "      <td>967.0</td>\n",
       "      <td>254.0</td>\n",
       "      <td>2755.0</td>\n",
       "      <td>1659.0</td>\n",
       "      <td>2310.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>73.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>DC</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6904.0</td>\n",
       "      <td>1933.0</td>\n",
       "      <td>639.0</td>\n",
       "      <td>4332.0</td>\n",
       "      <td>2960.0</td>\n",
       "      <td>3903.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>...</td>\n",
       "      <td>232.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>232.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>401.0</td>\n",
       "      <td>265.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>401.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DE</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1082.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>777.0</td>\n",
       "      <td>490.0</td>\n",
       "      <td>591.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>13.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FL</td>\n",
       "      <td>27.0</td>\n",
       "      <td>31030.0</td>\n",
       "      <td>5871.0</td>\n",
       "      <td>2371.0</td>\n",
       "      <td>22788.0</td>\n",
       "      <td>11092.0</td>\n",
       "      <td>19799.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>...</td>\n",
       "      <td>297.0</td>\n",
       "      <td>176.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>248.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>386.0</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>GA</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9499.0</td>\n",
       "      <td>1673.0</td>\n",
       "      <td>610.0</td>\n",
       "      <td>7216.0</td>\n",
       "      <td>3742.0</td>\n",
       "      <td>5719.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>123.0</td>\n",
       "      <td>69.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>179.0</td>\n",
       "      <td>18.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>GU</td>\n",
       "      <td>1.0</td>\n",
       "      <td>854.0</td>\n",
       "      <td>361.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>417.0</td>\n",
       "      <td>399.0</td>\n",
       "      <td>455.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>HI</td>\n",
       "      <td>2.0</td>\n",
       "      <td>6530.0</td>\n",
       "      <td>1366.0</td>\n",
       "      <td>370.0</td>\n",
       "      <td>4794.0</td>\n",
       "      <td>2673.0</td>\n",
       "      <td>3827.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>...</td>\n",
       "      <td>67.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IA</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2749.0</td>\n",
       "      <td>684.0</td>\n",
       "      <td>282.0</td>\n",
       "      <td>1783.0</td>\n",
       "      <td>1136.0</td>\n",
       "      <td>1606.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>59.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>ID</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2012.0</td>\n",
       "      <td>438.0</td>\n",
       "      <td>157.0</td>\n",
       "      <td>1417.0</td>\n",
       "      <td>813.0</td>\n",
       "      <td>1197.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>20.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IL</td>\n",
       "      <td>20.0</td>\n",
       "      <td>10643.0</td>\n",
       "      <td>2505.0</td>\n",
       "      <td>958.0</td>\n",
       "      <td>7180.0</td>\n",
       "      <td>4376.0</td>\n",
       "      <td>6226.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>...</td>\n",
       "      <td>261.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>256.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>375.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>371.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5258.0</td>\n",
       "      <td>981.0</td>\n",
       "      <td>332.0</td>\n",
       "      <td>3945.0</td>\n",
       "      <td>2138.0</td>\n",
       "      <td>3103.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>67.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>103.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>KS</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2216.0</td>\n",
       "      <td>507.0</td>\n",
       "      <td>169.0</td>\n",
       "      <td>1540.0</td>\n",
       "      <td>856.0</td>\n",
       "      <td>1350.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>...</td>\n",
       "      <td>24.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>KY</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3688.0</td>\n",
       "      <td>616.0</td>\n",
       "      <td>248.0</td>\n",
       "      <td>2824.0</td>\n",
       "      <td>1402.0</td>\n",
       "      <td>2274.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>36.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>LA</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3059.0</td>\n",
       "      <td>371.0</td>\n",
       "      <td>219.0</td>\n",
       "      <td>2469.0</td>\n",
       "      <td>901.0</td>\n",
       "      <td>2142.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>28.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>MA</td>\n",
       "      <td>15.0</td>\n",
       "      <td>20068.0</td>\n",
       "      <td>7660.0</td>\n",
       "      <td>1674.0</td>\n",
       "      <td>10734.0</td>\n",
       "      <td>10001.0</td>\n",
       "      <td>10014.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>...</td>\n",
       "      <td>595.0</td>\n",
       "      <td>533.0</td>\n",
       "      <td>62.0</td>\n",
       "      <td>595.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>896.0</td>\n",
       "      <td>805.0</td>\n",
       "      <td>91.0</td>\n",
       "      <td>896.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>MD</td>\n",
       "      <td>16.0</td>\n",
       "      <td>7144.0</td>\n",
       "      <td>1399.0</td>\n",
       "      <td>397.0</td>\n",
       "      <td>5348.0</td>\n",
       "      <td>2643.0</td>\n",
       "      <td>4476.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>94.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>ME</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2516.0</td>\n",
       "      <td>654.0</td>\n",
       "      <td>184.0</td>\n",
       "      <td>1678.0</td>\n",
       "      <td>1174.0</td>\n",
       "      <td>1329.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>20.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>MI</td>\n",
       "      <td>21.0</td>\n",
       "      <td>8351.0</td>\n",
       "      <td>2173.0</td>\n",
       "      <td>749.0</td>\n",
       "      <td>5429.0</td>\n",
       "      <td>3498.0</td>\n",
       "      <td>4841.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>197.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>192.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>163.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>281.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>MN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7243.0</td>\n",
       "      <td>2254.0</td>\n",
       "      <td>890.0</td>\n",
       "      <td>4099.0</td>\n",
       "      <td>3278.0</td>\n",
       "      <td>3941.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>194.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>245.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>MO</td>\n",
       "      <td>8.0</td>\n",
       "      <td>5883.0</td>\n",
       "      <td>1402.0</td>\n",
       "      <td>599.0</td>\n",
       "      <td>3882.0</td>\n",
       "      <td>2584.0</td>\n",
       "      <td>3283.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>123.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>121.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>155.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>153.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>MP</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1044.0</td>\n",
       "      <td>297.0</td>\n",
       "      <td>139.0</td>\n",
       "      <td>608.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>534.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>MS</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1352.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>109.0</td>\n",
       "      <td>1037.0</td>\n",
       "      <td>502.0</td>\n",
       "      <td>829.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>19.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>MT</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1405.0</td>\n",
       "      <td>247.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>1007.0</td>\n",
       "      <td>559.0</td>\n",
       "      <td>837.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>24.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NC</td>\n",
       "      <td>12.0</td>\n",
       "      <td>9268.0</td>\n",
       "      <td>1762.0</td>\n",
       "      <td>647.0</td>\n",
       "      <td>6859.0</td>\n",
       "      <td>3516.0</td>\n",
       "      <td>5728.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>111.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>ND</td>\n",
       "      <td>1.0</td>\n",
       "      <td>542.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>420.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NE</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2421.0</td>\n",
       "      <td>419.0</td>\n",
       "      <td>196.0</td>\n",
       "      <td>1806.0</td>\n",
       "      <td>936.0</td>\n",
       "      <td>1484.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>36.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NH</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1450.0</td>\n",
       "      <td>362.0</td>\n",
       "      <td>125.0</td>\n",
       "      <td>963.0</td>\n",
       "      <td>624.0</td>\n",
       "      <td>823.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>32.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NJ</td>\n",
       "      <td>16.0</td>\n",
       "      <td>9398.0</td>\n",
       "      <td>2093.0</td>\n",
       "      <td>808.0</td>\n",
       "      <td>6497.0</td>\n",
       "      <td>3904.0</td>\n",
       "      <td>5466.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>240.0</td>\n",
       "      <td>157.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>328.0</td>\n",
       "      <td>219.0</td>\n",
       "      <td>106.0</td>\n",
       "      <td>325.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NM</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2551.0</td>\n",
       "      <td>437.0</td>\n",
       "      <td>146.0</td>\n",
       "      <td>1968.0</td>\n",
       "      <td>895.0</td>\n",
       "      <td>1618.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>...</td>\n",
       "      <td>13.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>NV</td>\n",
       "      <td>3.0</td>\n",
       "      <td>7544.0</td>\n",
       "      <td>519.0</td>\n",
       "      <td>1235.0</td>\n",
       "      <td>5790.0</td>\n",
       "      <td>2257.0</td>\n",
       "      <td>5246.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>32.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NY</td>\n",
       "      <td>26.0</td>\n",
       "      <td>91897.0</td>\n",
       "      <td>30009.0</td>\n",
       "      <td>8761.0</td>\n",
       "      <td>53127.0</td>\n",
       "      <td>43694.0</td>\n",
       "      <td>47850.0</td>\n",
       "      <td>341.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2735.0</td>\n",
       "      <td>2647.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>2729.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3270.0</td>\n",
       "      <td>3158.0</td>\n",
       "      <td>106.0</td>\n",
       "      <td>3264.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>OH</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10249.0</td>\n",
       "      <td>2141.0</td>\n",
       "      <td>899.0</td>\n",
       "      <td>7209.0</td>\n",
       "      <td>4129.0</td>\n",
       "      <td>6090.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>...</td>\n",
       "      <td>191.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>280.0</td>\n",
       "      <td>173.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>272.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>OK</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3871.0</td>\n",
       "      <td>637.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>2907.0</td>\n",
       "      <td>1399.0</td>\n",
       "      <td>2467.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>44.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>OR</td>\n",
       "      <td>7.0</td>\n",
       "      <td>14476.0</td>\n",
       "      <td>2185.0</td>\n",
       "      <td>1165.0</td>\n",
       "      <td>11126.0</td>\n",
       "      <td>5659.0</td>\n",
       "      <td>8690.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>...</td>\n",
       "      <td>104.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>33.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>PA</td>\n",
       "      <td>16.0</td>\n",
       "      <td>13512.0</td>\n",
       "      <td>3472.0</td>\n",
       "      <td>1055.0</td>\n",
       "      <td>8985.0</td>\n",
       "      <td>5594.0</td>\n",
       "      <td>7870.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>...</td>\n",
       "      <td>359.0</td>\n",
       "      <td>181.0</td>\n",
       "      <td>177.0</td>\n",
       "      <td>358.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>533.0</td>\n",
       "      <td>272.0</td>\n",
       "      <td>260.0</td>\n",
       "      <td>532.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PR</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3182.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>2889.0</td>\n",
       "      <td>679.0</td>\n",
       "      <td>2494.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>13.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>RI</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1101.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>822.0</td>\n",
       "      <td>420.0</td>\n",
       "      <td>677.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>16.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>SC</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3933.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>281.0</td>\n",
       "      <td>3142.0</td>\n",
       "      <td>1432.0</td>\n",
       "      <td>2494.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>SD</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1159.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>864.0</td>\n",
       "      <td>424.0</td>\n",
       "      <td>735.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>11.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>TN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7883.0</td>\n",
       "      <td>1108.0</td>\n",
       "      <td>533.0</td>\n",
       "      <td>6242.0</td>\n",
       "      <td>2822.0</td>\n",
       "      <td>5041.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>...</td>\n",
       "      <td>61.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>102.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>45.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>TX</td>\n",
       "      <td>11.0</td>\n",
       "      <td>25310.0</td>\n",
       "      <td>4101.0</td>\n",
       "      <td>1671.0</td>\n",
       "      <td>19538.0</td>\n",
       "      <td>9468.0</td>\n",
       "      <td>15761.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>...</td>\n",
       "      <td>220.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>349.0</td>\n",
       "      <td>204.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>341.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>UT</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2876.0</td>\n",
       "      <td>621.0</td>\n",
       "      <td>243.0</td>\n",
       "      <td>2012.0</td>\n",
       "      <td>1145.0</td>\n",
       "      <td>1711.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>38.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>51.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>VA</td>\n",
       "      <td>16.0</td>\n",
       "      <td>5975.0</td>\n",
       "      <td>1284.0</td>\n",
       "      <td>416.0</td>\n",
       "      <td>4275.0</td>\n",
       "      <td>2339.0</td>\n",
       "      <td>3626.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>93.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>91.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>97.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>VI</td>\n",
       "      <td>1.0</td>\n",
       "      <td>486.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>VT</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1291.0</td>\n",
       "      <td>292.0</td>\n",
       "      <td>144.0</td>\n",
       "      <td>855.0</td>\n",
       "      <td>555.0</td>\n",
       "      <td>728.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>33.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>WA</td>\n",
       "      <td>6.0</td>\n",
       "      <td>22304.0</td>\n",
       "      <td>3777.0</td>\n",
       "      <td>2327.0</td>\n",
       "      <td>16200.0</td>\n",
       "      <td>8475.0</td>\n",
       "      <td>13346.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>368.0</td>\n",
       "      <td>...</td>\n",
       "      <td>196.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>114.0</td>\n",
       "      <td>178.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>260.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>233.0</td>\n",
       "      <td>27.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>WI</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4907.0</td>\n",
       "      <td>1407.0</td>\n",
       "      <td>356.0</td>\n",
       "      <td>3144.0</td>\n",
       "      <td>2178.0</td>\n",
       "      <td>2719.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>102.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>99.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>152.0</td>\n",
       "      <td>62.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>WV</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1243.0</td>\n",
       "      <td>145.0</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1042.0</td>\n",
       "      <td>439.0</td>\n",
       "      <td>802.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>WY</td>\n",
       "      <td>1.0</td>\n",
       "      <td>639.0</td>\n",
       "      <td>124.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>434.0</td>\n",
       "      <td>254.0</td>\n",
       "      <td>384.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Total</td>\n",
       "      <td>398.0</td>\n",
       "      <td>552830.0</td>\n",
       "      <td>111592.0</td>\n",
       "      <td>48319.0</td>\n",
       "      <td>392919.0</td>\n",
       "      <td>216211.0</td>\n",
       "      <td>332925.0</td>\n",
       "      <td>2521.0</td>\n",
       "      <td>1173.0</td>\n",
       "      <td>...</td>\n",
       "      <td>8637.0</td>\n",
       "      <td>5851.0</td>\n",
       "      <td>2321.0</td>\n",
       "      <td>8172.0</td>\n",
       "      <td>465.0</td>\n",
       "      <td>11320.0</td>\n",
       "      <td>7680.0</td>\n",
       "      <td>3112.0</td>\n",
       "      <td>10792.0</td>\n",
       "      <td>528.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>57 rows × 541 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    State  Number of CoCs  Overall Homeless, 2018  \\\n",
       "0      AK             2.0                  2016.0   \n",
       "1      AL             8.0                  3434.0   \n",
       "2      AR             7.0                  2712.0   \n",
       "3      AZ             3.0                  9865.0   \n",
       "4      CA            43.0                129972.0   \n",
       "5      CO             3.0                 10857.0   \n",
       "6      CT             2.0                  3976.0   \n",
       "7      DC             1.0                  6904.0   \n",
       "8      DE             1.0                  1082.0   \n",
       "9      FL            27.0                 31030.0   \n",
       "10     GA             9.0                  9499.0   \n",
       "11     GU             1.0                   854.0   \n",
       "12     HI             2.0                  6530.0   \n",
       "13     IA             3.0                  2749.0   \n",
       "14     ID             2.0                  2012.0   \n",
       "15     IL            20.0                 10643.0   \n",
       "16     IN             2.0                  5258.0   \n",
       "17     KS             5.0                  2216.0   \n",
       "18     KY             3.0                  3688.0   \n",
       "19     LA             7.0                  3059.0   \n",
       "20     MA            15.0                 20068.0   \n",
       "21     MD            16.0                  7144.0   \n",
       "22     ME             1.0                  2516.0   \n",
       "23     MI            21.0                  8351.0   \n",
       "24     MN            10.0                  7243.0   \n",
       "25     MO             8.0                  5883.0   \n",
       "26     MP             1.0                  1044.0   \n",
       "27     MS             3.0                  1352.0   \n",
       "28     MT             1.0                  1405.0   \n",
       "29     NC            12.0                  9268.0   \n",
       "30     ND             1.0                   542.0   \n",
       "31     NE             3.0                  2421.0   \n",
       "32     NH             3.0                  1450.0   \n",
       "33     NJ            16.0                  9398.0   \n",
       "34     NM             2.0                  2551.0   \n",
       "35     NV             3.0                  7544.0   \n",
       "36     NY            26.0                 91897.0   \n",
       "37     OH             9.0                 10249.0   \n",
       "38     OK             8.0                  3871.0   \n",
       "39     OR             7.0                 14476.0   \n",
       "40     PA            16.0                 13512.0   \n",
       "41     PR             2.0                  3182.0   \n",
       "42     RI             1.0                  1101.0   \n",
       "43     SC             4.0                  3933.0   \n",
       "44     SD             1.0                  1159.0   \n",
       "45     TN            10.0                  7883.0   \n",
       "46     TX            11.0                 25310.0   \n",
       "47     UT             3.0                  2876.0   \n",
       "48     VA            16.0                  5975.0   \n",
       "49     VI             1.0                   486.0   \n",
       "50     VT             2.0                  1291.0   \n",
       "51     WA             6.0                 22304.0   \n",
       "52     WI             4.0                  4907.0   \n",
       "53     WV             4.0                  1243.0   \n",
       "54     WY             1.0                   639.0   \n",
       "55  Total           398.0                552830.0   \n",
       "56    NaN             NaN                     NaN   \n",
       "\n",
       "    Overall Homeless - Under 18, 2018  Overall Homeless - Age 18 to 24, 2018  \\\n",
       "0                               349.0                                  191.0   \n",
       "1                               573.0                                  157.0   \n",
       "2                               309.0                                  213.0   \n",
       "3                              1680.0                                  780.0   \n",
       "4                             13936.0                                12678.0   \n",
       "5                              1887.0                                  808.0   \n",
       "6                               967.0                                  254.0   \n",
       "7                              1933.0                                  639.0   \n",
       "8                               227.0                                   78.0   \n",
       "9                              5871.0                                 2371.0   \n",
       "10                             1673.0                                  610.0   \n",
       "11                              361.0                                   76.0   \n",
       "12                             1366.0                                  370.0   \n",
       "13                              684.0                                  282.0   \n",
       "14                              438.0                                  157.0   \n",
       "15                             2505.0                                  958.0   \n",
       "16                              981.0                                  332.0   \n",
       "17                              507.0                                  169.0   \n",
       "18                              616.0                                  248.0   \n",
       "19                              371.0                                  219.0   \n",
       "20                             7660.0                                 1674.0   \n",
       "21                             1399.0                                  397.0   \n",
       "22                              654.0                                  184.0   \n",
       "23                             2173.0                                  749.0   \n",
       "24                             2254.0                                  890.0   \n",
       "25                             1402.0                                  599.0   \n",
       "26                              297.0                                  139.0   \n",
       "27                              206.0                                  109.0   \n",
       "28                              247.0                                  151.0   \n",
       "29                             1762.0                                  647.0   \n",
       "30                               61.0                                   61.0   \n",
       "31                              419.0                                  196.0   \n",
       "32                              362.0                                  125.0   \n",
       "33                             2093.0                                  808.0   \n",
       "34                              437.0                                  146.0   \n",
       "35                              519.0                                 1235.0   \n",
       "36                            30009.0                                 8761.0   \n",
       "37                             2141.0                                  899.0   \n",
       "38                              637.0                                  327.0   \n",
       "39                             2185.0                                 1165.0   \n",
       "40                             3472.0                                 1055.0   \n",
       "41                              143.0                                  150.0   \n",
       "42                              206.0                                   73.0   \n",
       "43                              510.0                                  281.0   \n",
       "44                              218.0                                   77.0   \n",
       "45                             1108.0                                  533.0   \n",
       "46                             4101.0                                 1671.0   \n",
       "47                              621.0                                  243.0   \n",
       "48                             1284.0                                  416.0   \n",
       "49                               33.0                                    4.0   \n",
       "50                              292.0                                  144.0   \n",
       "51                             3777.0                                 2327.0   \n",
       "52                             1407.0                                  356.0   \n",
       "53                              145.0                                   56.0   \n",
       "54                              124.0                                   81.0   \n",
       "55                           111592.0                                48319.0   \n",
       "56                                NaN                                    NaN   \n",
       "\n",
       "    Overall Homeless - Over 24, 2018  Overall Homeless - Female, 2018  \\\n",
       "0                             1476.0                            880.0   \n",
       "1                             2704.0                           1399.0   \n",
       "2                             2190.0                           1113.0   \n",
       "3                             7405.0                           3460.0   \n",
       "4                           103358.0                          42491.0   \n",
       "5                             8162.0                           3880.0   \n",
       "6                             2755.0                           1659.0   \n",
       "7                             4332.0                           2960.0   \n",
       "8                              777.0                            490.0   \n",
       "9                            22788.0                          11092.0   \n",
       "10                            7216.0                           3742.0   \n",
       "11                             417.0                            399.0   \n",
       "12                            4794.0                           2673.0   \n",
       "13                            1783.0                           1136.0   \n",
       "14                            1417.0                            813.0   \n",
       "15                            7180.0                           4376.0   \n",
       "16                            3945.0                           2138.0   \n",
       "17                            1540.0                            856.0   \n",
       "18                            2824.0                           1402.0   \n",
       "19                            2469.0                            901.0   \n",
       "20                           10734.0                          10001.0   \n",
       "21                            5348.0                           2643.0   \n",
       "22                            1678.0                           1174.0   \n",
       "23                            5429.0                           3498.0   \n",
       "24                            4099.0                           3278.0   \n",
       "25                            3882.0                           2584.0   \n",
       "26                             608.0                            510.0   \n",
       "27                            1037.0                            502.0   \n",
       "28                            1007.0                            559.0   \n",
       "29                            6859.0                           3516.0   \n",
       "30                             420.0                            218.0   \n",
       "31                            1806.0                            936.0   \n",
       "32                             963.0                            624.0   \n",
       "33                            6497.0                           3904.0   \n",
       "34                            1968.0                            895.0   \n",
       "35                            5790.0                           2257.0   \n",
       "36                           53127.0                          43694.0   \n",
       "37                            7209.0                           4129.0   \n",
       "38                            2907.0                           1399.0   \n",
       "39                           11126.0                           5659.0   \n",
       "40                            8985.0                           5594.0   \n",
       "41                            2889.0                            679.0   \n",
       "42                             822.0                            420.0   \n",
       "43                            3142.0                           1432.0   \n",
       "44                             864.0                            424.0   \n",
       "45                            6242.0                           2822.0   \n",
       "46                           19538.0                           9468.0   \n",
       "47                            2012.0                           1145.0   \n",
       "48                            4275.0                           2339.0   \n",
       "49                             449.0                            147.0   \n",
       "50                             855.0                            555.0   \n",
       "51                           16200.0                           8475.0   \n",
       "52                            3144.0                           2178.0   \n",
       "53                            1042.0                            439.0   \n",
       "54                             434.0                            254.0   \n",
       "55                          392919.0                         216211.0   \n",
       "56                               NaN                              NaN   \n",
       "\n",
       "    Overall Homeless - Male, 2018  Overall Homeless - Transgender, 2018  \\\n",
       "0                          1129.0                                   7.0   \n",
       "1                          2025.0                                   9.0   \n",
       "2                          1593.0                                   5.0   \n",
       "3                          6354.0                                  34.0   \n",
       "4                         85810.0                                1252.0   \n",
       "5                          6926.0                                  28.0   \n",
       "6                          2310.0                                   7.0   \n",
       "7                          3903.0                                  33.0   \n",
       "8                           591.0                                   0.0   \n",
       "9                         19799.0                                  74.0   \n",
       "10                         5719.0                                  33.0   \n",
       "11                          455.0                                   0.0   \n",
       "12                         3827.0                                  23.0   \n",
       "13                         1606.0                                   6.0   \n",
       "14                         1197.0                                   2.0   \n",
       "15                         6226.0                                  27.0   \n",
       "16                         3103.0                                  15.0   \n",
       "17                         1350.0                                   2.0   \n",
       "18                         2274.0                                   9.0   \n",
       "19                         2142.0                                  12.0   \n",
       "20                        10014.0                                  40.0   \n",
       "21                         4476.0                                  23.0   \n",
       "22                         1329.0                                   9.0   \n",
       "23                         4841.0                                  10.0   \n",
       "24                         3941.0                                  15.0   \n",
       "25                         3283.0                                  14.0   \n",
       "26                          534.0                                   0.0   \n",
       "27                          829.0                                  20.0   \n",
       "28                          837.0                                   4.0   \n",
       "29                         5728.0                                  19.0   \n",
       "30                          323.0                                   1.0   \n",
       "31                         1484.0                                   1.0   \n",
       "32                          823.0                                   1.0   \n",
       "33                         5466.0                                  24.0   \n",
       "34                         1618.0                                  19.0   \n",
       "35                         5246.0                                  36.0   \n",
       "36                        47850.0                                 341.0   \n",
       "37                         6090.0                                  22.0   \n",
       "38                         2467.0                                   2.0   \n",
       "39                         8690.0                                  79.0   \n",
       "40                         7870.0                                  36.0   \n",
       "41                         2494.0                                   6.0   \n",
       "42                          677.0                                   4.0   \n",
       "43                         2494.0                                   4.0   \n",
       "44                          735.0                                   0.0   \n",
       "45                         5041.0                                  13.0   \n",
       "46                        15761.0                                  48.0   \n",
       "47                         1711.0                                  16.0   \n",
       "48                         3626.0                                   6.0   \n",
       "49                          329.0                                   0.0   \n",
       "50                          728.0                                   4.0   \n",
       "51                        13346.0                                 115.0   \n",
       "52                         2719.0                                   8.0   \n",
       "53                          802.0                                   2.0   \n",
       "54                          384.0                                   1.0   \n",
       "55                       332925.0                                2521.0   \n",
       "56                            NaN                                   NaN   \n",
       "\n",
       "    Overall Homeless - Gender Non-Conforming, 2018  ...  \\\n",
       "0                                              0.0  ...   \n",
       "1                                              1.0  ...   \n",
       "2                                              1.0  ...   \n",
       "3                                             17.0  ...   \n",
       "4                                            419.0  ...   \n",
       "5                                             23.0  ...   \n",
       "6                                              0.0  ...   \n",
       "7                                              8.0  ...   \n",
       "8                                              1.0  ...   \n",
       "9                                             65.0  ...   \n",
       "10                                             5.0  ...   \n",
       "11                                             0.0  ...   \n",
       "12                                             7.0  ...   \n",
       "13                                             1.0  ...   \n",
       "14                                             0.0  ...   \n",
       "15                                            14.0  ...   \n",
       "16                                             2.0  ...   \n",
       "17                                             8.0  ...   \n",
       "18                                             3.0  ...   \n",
       "19                                             4.0  ...   \n",
       "20                                            13.0  ...   \n",
       "21                                             2.0  ...   \n",
       "22                                             4.0  ...   \n",
       "23                                             2.0  ...   \n",
       "24                                             9.0  ...   \n",
       "25                                             2.0  ...   \n",
       "26                                             0.0  ...   \n",
       "27                                             1.0  ...   \n",
       "28                                             5.0  ...   \n",
       "29                                             5.0  ...   \n",
       "30                                             0.0  ...   \n",
       "31                                             0.0  ...   \n",
       "32                                             2.0  ...   \n",
       "33                                             4.0  ...   \n",
       "34                                            19.0  ...   \n",
       "35                                             5.0  ...   \n",
       "36                                            12.0  ...   \n",
       "37                                             8.0  ...   \n",
       "38                                             3.0  ...   \n",
       "39                                            48.0  ...   \n",
       "40                                            12.0  ...   \n",
       "41                                             3.0  ...   \n",
       "42                                             0.0  ...   \n",
       "43                                             3.0  ...   \n",
       "44                                             0.0  ...   \n",
       "45                                             7.0  ...   \n",
       "46                                            33.0  ...   \n",
       "47                                             4.0  ...   \n",
       "48                                             4.0  ...   \n",
       "49                                            10.0  ...   \n",
       "50                                             4.0  ...   \n",
       "51                                           368.0  ...   \n",
       "52                                             2.0  ...   \n",
       "53                                             0.0  ...   \n",
       "54                                             0.0  ...   \n",
       "55                                          1173.0  ...   \n",
       "56                                             NaN  ...   \n",
       "\n",
       "    Overall Homeless Parenting Youth Age 18-24, 2018  \\\n",
       "0                                               25.0   \n",
       "1                                               27.0   \n",
       "2                                                8.0   \n",
       "3                                               63.0   \n",
       "4                                             1077.0   \n",
       "5                                              135.0   \n",
       "6                                               73.0   \n",
       "7                                              232.0   \n",
       "8                                               13.0   \n",
       "9                                              297.0   \n",
       "10                                             123.0   \n",
       "11                                               6.0   \n",
       "12                                              67.0   \n",
       "13                                              59.0   \n",
       "14                                              20.0   \n",
       "15                                             261.0   \n",
       "16                                              67.0   \n",
       "17                                              24.0   \n",
       "18                                              36.0   \n",
       "19                                              28.0   \n",
       "20                                             595.0   \n",
       "21                                              94.0   \n",
       "22                                              20.0   \n",
       "23                                             197.0   \n",
       "24                                             194.0   \n",
       "25                                             123.0   \n",
       "26                                               0.0   \n",
       "27                                              19.0   \n",
       "28                                              24.0   \n",
       "29                                             111.0   \n",
       "30                                               5.0   \n",
       "31                                              36.0   \n",
       "32                                              32.0   \n",
       "33                                             240.0   \n",
       "34                                              13.0   \n",
       "35                                              32.0   \n",
       "36                                            2735.0   \n",
       "37                                             191.0   \n",
       "38                                              44.0   \n",
       "39                                             104.0   \n",
       "40                                             359.0   \n",
       "41                                              13.0   \n",
       "42                                              16.0   \n",
       "43                                              34.0   \n",
       "44                                              11.0   \n",
       "45                                              61.0   \n",
       "46                                             220.0   \n",
       "47                                              38.0   \n",
       "48                                              93.0   \n",
       "49                                               0.0   \n",
       "50                                              33.0   \n",
       "51                                             196.0   \n",
       "52                                             102.0   \n",
       "53                                               3.0   \n",
       "54                                               8.0   \n",
       "55                                            8637.0   \n",
       "56                                               NaN   \n",
       "\n",
       "    Sheltered ES Homeless Parenting Youth Age 18-24, 2018  \\\n",
       "0                                                14.0       \n",
       "1                                                11.0       \n",
       "2                                                 5.0       \n",
       "3                                                19.0       \n",
       "4                                               567.0       \n",
       "5                                                32.0       \n",
       "6                                                33.0       \n",
       "7                                               143.0       \n",
       "8                                                 9.0       \n",
       "9                                               176.0       \n",
       "10                                               69.0       \n",
       "11                                                2.0       \n",
       "12                                               22.0       \n",
       "13                                               20.0       \n",
       "14                                               12.0       \n",
       "15                                              119.0       \n",
       "16                                               49.0       \n",
       "17                                               15.0       \n",
       "18                                               26.0       \n",
       "19                                               22.0       \n",
       "20                                              533.0       \n",
       "21                                               45.0       \n",
       "22                                                6.0       \n",
       "23                                              107.0       \n",
       "24                                               36.0       \n",
       "25                                               56.0       \n",
       "26                                                0.0       \n",
       "27                                               13.0       \n",
       "28                                               14.0       \n",
       "29                                               64.0       \n",
       "30                                                3.0       \n",
       "31                                               12.0       \n",
       "32                                               12.0       \n",
       "33                                              157.0       \n",
       "34                                                6.0       \n",
       "35                                               21.0       \n",
       "36                                             2647.0       \n",
       "37                                              112.0       \n",
       "38                                               14.0       \n",
       "39                                               24.0       \n",
       "40                                              181.0       \n",
       "41                                                1.0       \n",
       "42                                                8.0       \n",
       "43                                               15.0       \n",
       "44                                                5.0       \n",
       "45                                               27.0       \n",
       "46                                              128.0       \n",
       "47                                               33.0       \n",
       "48                                               66.0       \n",
       "49                                                0.0       \n",
       "50                                               30.0       \n",
       "51                                               64.0       \n",
       "52                                               39.0       \n",
       "53                                                3.0       \n",
       "54                                                4.0       \n",
       "55                                             5851.0       \n",
       "56                                                NaN       \n",
       "\n",
       "    Sheltered TH Homeless Parenting Youth Age 18-24, 2018  \\\n",
       "0                                                 9.0       \n",
       "1                                                 8.0       \n",
       "2                                                 2.0       \n",
       "3                                                35.0       \n",
       "4                                               389.0       \n",
       "5                                                67.0       \n",
       "6                                                40.0       \n",
       "7                                                89.0       \n",
       "8                                                 4.0       \n",
       "9                                                72.0       \n",
       "10                                               41.0       \n",
       "11                                                0.0       \n",
       "12                                               23.0       \n",
       "13                                               38.0       \n",
       "14                                                1.0       \n",
       "15                                              137.0       \n",
       "16                                               18.0       \n",
       "17                                                9.0       \n",
       "18                                                9.0       \n",
       "19                                                6.0       \n",
       "20                                               62.0       \n",
       "21                                               42.0       \n",
       "22                                               14.0       \n",
       "23                                               85.0       \n",
       "24                                              150.0       \n",
       "25                                               65.0       \n",
       "26                                                0.0       \n",
       "27                                                3.0       \n",
       "28                                                8.0       \n",
       "29                                               22.0       \n",
       "30                                                2.0       \n",
       "31                                               24.0       \n",
       "32                                               20.0       \n",
       "33                                               81.0       \n",
       "34                                                7.0       \n",
       "35                                                9.0       \n",
       "36                                               82.0       \n",
       "37                                               73.0       \n",
       "38                                               19.0       \n",
       "39                                               46.0       \n",
       "40                                              177.0       \n",
       "41                                                4.0       \n",
       "42                                                8.0       \n",
       "43                                                6.0       \n",
       "44                                                3.0       \n",
       "45                                               12.0       \n",
       "46                                               90.0       \n",
       "47                                                4.0       \n",
       "48                                               25.0       \n",
       "49                                                0.0       \n",
       "50                                                3.0       \n",
       "51                                              114.0       \n",
       "52                                               60.0       \n",
       "53                                                0.0       \n",
       "54                                                4.0       \n",
       "55                                             2321.0       \n",
       "56                                                NaN       \n",
       "\n",
       "    Sheltered Total Homeless Parenting Youth Age 18-24, 2018  \\\n",
       "0                                                23.0          \n",
       "1                                                19.0          \n",
       "2                                                 7.0          \n",
       "3                                                54.0          \n",
       "4                                               956.0          \n",
       "5                                                99.0          \n",
       "6                                                73.0          \n",
       "7                                               232.0          \n",
       "8                                                13.0          \n",
       "9                                               248.0          \n",
       "10                                              110.0          \n",
       "11                                                2.0          \n",
       "12                                               45.0          \n",
       "13                                               58.0          \n",
       "14                                               13.0          \n",
       "15                                              256.0          \n",
       "16                                               67.0          \n",
       "17                                               24.0          \n",
       "18                                               35.0          \n",
       "19                                               28.0          \n",
       "20                                              595.0          \n",
       "21                                               87.0          \n",
       "22                                               20.0          \n",
       "23                                              192.0          \n",
       "24                                              186.0          \n",
       "25                                              121.0          \n",
       "26                                                0.0          \n",
       "27                                               16.0          \n",
       "28                                               22.0          \n",
       "29                                               86.0          \n",
       "30                                                5.0          \n",
       "31                                               36.0          \n",
       "32                                               32.0          \n",
       "33                                              238.0          \n",
       "34                                               13.0          \n",
       "35                                               30.0          \n",
       "36                                             2729.0          \n",
       "37                                              185.0          \n",
       "38                                               33.0          \n",
       "39                                               70.0          \n",
       "40                                              358.0          \n",
       "41                                                5.0          \n",
       "42                                               16.0          \n",
       "43                                               21.0          \n",
       "44                                                8.0          \n",
       "45                                               39.0          \n",
       "46                                              218.0          \n",
       "47                                               37.0          \n",
       "48                                               91.0          \n",
       "49                                                0.0          \n",
       "50                                               33.0          \n",
       "51                                              178.0          \n",
       "52                                               99.0          \n",
       "53                                                3.0          \n",
       "54                                                8.0          \n",
       "55                                             8172.0          \n",
       "56                                                NaN          \n",
       "\n",
       "    Unsheltered Homeless Parenting Youth Age 18-24, 2018  \\\n",
       "0                                                 2.0      \n",
       "1                                                 8.0      \n",
       "2                                                 1.0      \n",
       "3                                                 9.0      \n",
       "4                                               121.0      \n",
       "5                                                36.0      \n",
       "6                                                 0.0      \n",
       "7                                                 0.0      \n",
       "8                                                 0.0      \n",
       "9                                                49.0      \n",
       "10                                               13.0      \n",
       "11                                                4.0      \n",
       "12                                               22.0      \n",
       "13                                                1.0      \n",
       "14                                                7.0      \n",
       "15                                                5.0      \n",
       "16                                                0.0      \n",
       "17                                                0.0      \n",
       "18                                                1.0      \n",
       "19                                                0.0      \n",
       "20                                                0.0      \n",
       "21                                                7.0      \n",
       "22                                                0.0      \n",
       "23                                                5.0      \n",
       "24                                                8.0      \n",
       "25                                                2.0      \n",
       "26                                                0.0      \n",
       "27                                                3.0      \n",
       "28                                                2.0      \n",
       "29                                               25.0      \n",
       "30                                                0.0      \n",
       "31                                                0.0      \n",
       "32                                                0.0      \n",
       "33                                                2.0      \n",
       "34                                                0.0      \n",
       "35                                                2.0      \n",
       "36                                                6.0      \n",
       "37                                                6.0      \n",
       "38                                               11.0      \n",
       "39                                               34.0      \n",
       "40                                                1.0      \n",
       "41                                                8.0      \n",
       "42                                                0.0      \n",
       "43                                               13.0      \n",
       "44                                                3.0      \n",
       "45                                               22.0      \n",
       "46                                                2.0      \n",
       "47                                                1.0      \n",
       "48                                                2.0      \n",
       "49                                                0.0      \n",
       "50                                                0.0      \n",
       "51                                               18.0      \n",
       "52                                                3.0      \n",
       "53                                                0.0      \n",
       "54                                                0.0      \n",
       "55                                              465.0      \n",
       "56                                                NaN      \n",
       "\n",
       "    Overall Homeless Children of Parenting Youth, 2018  \\\n",
       "0                                                26.0    \n",
       "1                                                36.0    \n",
       "2                                                11.0    \n",
       "3                                                81.0    \n",
       "4                                              1215.0    \n",
       "5                                               152.0    \n",
       "6                                               104.0    \n",
       "7                                               401.0    \n",
       "8                                                15.0    \n",
       "9                                               448.0    \n",
       "10                                              197.0    \n",
       "11                                                3.0    \n",
       "12                                               76.0    \n",
       "13                                               85.0    \n",
       "14                                               22.0    \n",
       "15                                              375.0    \n",
       "16                                              103.0    \n",
       "17                                               40.0    \n",
       "18                                               44.0    \n",
       "19                                               38.0    \n",
       "20                                              896.0    \n",
       "21                                              120.0    \n",
       "22                                               26.0    \n",
       "23                                              286.0    \n",
       "24                                              245.0    \n",
       "25                                              155.0    \n",
       "26                                                0.0    \n",
       "27                                               20.0    \n",
       "28                                               42.0    \n",
       "29                                              159.0    \n",
       "30                                               12.0    \n",
       "31                                               34.0    \n",
       "32                                               36.0    \n",
       "33                                              328.0    \n",
       "34                                               17.0    \n",
       "35                                               42.0    \n",
       "36                                             3270.0    \n",
       "37                                              280.0    \n",
       "38                                               45.0    \n",
       "39                                              114.0    \n",
       "40                                              533.0    \n",
       "41                                               14.0    \n",
       "42                                               16.0    \n",
       "43                                               41.0    \n",
       "44                                               18.0    \n",
       "45                                              102.0    \n",
       "46                                              349.0    \n",
       "47                                               52.0    \n",
       "48                                              136.0    \n",
       "49                                                0.0    \n",
       "50                                               36.0    \n",
       "51                                              260.0    \n",
       "52                                              152.0    \n",
       "53                                                6.0    \n",
       "54                                                6.0    \n",
       "55                                            11320.0    \n",
       "56                                                NaN    \n",
       "\n",
       "    Sheltered ES Homeless Children of Parenting Youth, 2018  \\\n",
       "0                                                14.0         \n",
       "1                                                16.0         \n",
       "2                                                 7.0         \n",
       "3                                                28.0         \n",
       "4                                               631.0         \n",
       "5                                                30.0         \n",
       "6                                                50.0         \n",
       "7                                               265.0         \n",
       "8                                                 9.0         \n",
       "9                                               268.0         \n",
       "10                                              114.0         \n",
       "11                                                1.0         \n",
       "12                                               20.0         \n",
       "13                                               30.0         \n",
       "14                                               15.0         \n",
       "15                                              175.0         \n",
       "16                                               70.0         \n",
       "17                                               23.0         \n",
       "18                                               32.0         \n",
       "19                                               29.0         \n",
       "20                                              805.0         \n",
       "21                                               56.0         \n",
       "22                                                9.0         \n",
       "23                                              163.0         \n",
       "24                                               53.0         \n",
       "25                                               73.0         \n",
       "26                                                0.0         \n",
       "27                                               13.0         \n",
       "28                                               29.0         \n",
       "29                                               98.0         \n",
       "30                                               10.0         \n",
       "31                                               15.0         \n",
       "32                                               13.0         \n",
       "33                                              219.0         \n",
       "34                                                8.0         \n",
       "35                                               28.0         \n",
       "36                                             3158.0         \n",
       "37                                              173.0         \n",
       "38                                               16.0         \n",
       "39                                               27.0         \n",
       "40                                              272.0         \n",
       "41                                                3.0         \n",
       "42                                                6.0         \n",
       "43                                               19.0         \n",
       "44                                                7.0         \n",
       "45                                               44.0         \n",
       "46                                              204.0         \n",
       "47                                               44.0         \n",
       "48                                               97.0         \n",
       "49                                                0.0         \n",
       "50                                               30.0         \n",
       "51                                               92.0         \n",
       "52                                               62.0         \n",
       "53                                                6.0         \n",
       "54                                                1.0         \n",
       "55                                             7680.0         \n",
       "56                                                NaN         \n",
       "\n",
       "    Sheltered TH Homeless Children of Parenting Youth, 2018  \\\n",
       "0                                                10.0         \n",
       "1                                                13.0         \n",
       "2                                                 2.0         \n",
       "3                                                45.0         \n",
       "4                                               464.0         \n",
       "5                                                86.0         \n",
       "6                                                54.0         \n",
       "7                                               136.0         \n",
       "8                                                 6.0         \n",
       "9                                               118.0         \n",
       "10                                               65.0         \n",
       "11                                                0.0         \n",
       "12                                               27.0         \n",
       "13                                               52.0         \n",
       "14                                                1.0         \n",
       "15                                              196.0         \n",
       "16                                               33.0         \n",
       "17                                               17.0         \n",
       "18                                               11.0         \n",
       "19                                                9.0         \n",
       "20                                               91.0         \n",
       "21                                               55.0         \n",
       "22                                               17.0         \n",
       "23                                              118.0         \n",
       "24                                              185.0         \n",
       "25                                               80.0         \n",
       "26                                                0.0         \n",
       "27                                                4.0         \n",
       "28                                               11.0         \n",
       "29                                               31.0         \n",
       "30                                                2.0         \n",
       "31                                               19.0         \n",
       "32                                               23.0         \n",
       "33                                              106.0         \n",
       "34                                                9.0         \n",
       "35                                               12.0         \n",
       "36                                              106.0         \n",
       "37                                               99.0         \n",
       "38                                               20.0         \n",
       "39                                               54.0         \n",
       "40                                              260.0         \n",
       "41                                                4.0         \n",
       "42                                               10.0         \n",
       "43                                                9.0         \n",
       "44                                                8.0         \n",
       "45                                               13.0         \n",
       "46                                              137.0         \n",
       "47                                                7.0         \n",
       "48                                               37.0         \n",
       "49                                                0.0         \n",
       "50                                                6.0         \n",
       "51                                              141.0         \n",
       "52                                               88.0         \n",
       "53                                                0.0         \n",
       "54                                                5.0         \n",
       "55                                             3112.0         \n",
       "56                                                NaN         \n",
       "\n",
       "    Sheltered Total Homeless Children of Parenting Youth, 2018  \\\n",
       "0                                                24.0            \n",
       "1                                                29.0            \n",
       "2                                                 9.0            \n",
       "3                                                73.0            \n",
       "4                                              1095.0            \n",
       "5                                               116.0            \n",
       "6                                               104.0            \n",
       "7                                               401.0            \n",
       "8                                                15.0            \n",
       "9                                               386.0            \n",
       "10                                              179.0            \n",
       "11                                                1.0            \n",
       "12                                               47.0            \n",
       "13                                               82.0            \n",
       "14                                               16.0            \n",
       "15                                              371.0            \n",
       "16                                              103.0            \n",
       "17                                               40.0            \n",
       "18                                               43.0            \n",
       "19                                               38.0            \n",
       "20                                              896.0            \n",
       "21                                              111.0            \n",
       "22                                               26.0            \n",
       "23                                              281.0            \n",
       "24                                              238.0            \n",
       "25                                              153.0            \n",
       "26                                                0.0            \n",
       "27                                               17.0            \n",
       "28                                               40.0            \n",
       "29                                              129.0            \n",
       "30                                               12.0            \n",
       "31                                               34.0            \n",
       "32                                               36.0            \n",
       "33                                              325.0            \n",
       "34                                               17.0            \n",
       "35                                               40.0            \n",
       "36                                             3264.0            \n",
       "37                                              272.0            \n",
       "38                                               36.0            \n",
       "39                                               81.0            \n",
       "40                                              532.0            \n",
       "41                                                7.0            \n",
       "42                                               16.0            \n",
       "43                                               28.0            \n",
       "44                                               15.0            \n",
       "45                                               57.0            \n",
       "46                                              341.0            \n",
       "47                                               51.0            \n",
       "48                                              134.0            \n",
       "49                                                0.0            \n",
       "50                                               36.0            \n",
       "51                                              233.0            \n",
       "52                                              150.0            \n",
       "53                                                6.0            \n",
       "54                                                6.0            \n",
       "55                                            10792.0            \n",
       "56                                                NaN            \n",
       "\n",
       "    Unsheltered Homeless Children of Parenting Youth, 2018  \n",
       "0                                                 2.0       \n",
       "1                                                 7.0       \n",
       "2                                                 2.0       \n",
       "3                                                 8.0       \n",
       "4                                               120.0       \n",
       "5                                                36.0       \n",
       "6                                                 0.0       \n",
       "7                                                 0.0       \n",
       "8                                                 0.0       \n",
       "9                                                62.0       \n",
       "10                                               18.0       \n",
       "11                                                2.0       \n",
       "12                                               29.0       \n",
       "13                                                3.0       \n",
       "14                                                6.0       \n",
       "15                                                4.0       \n",
       "16                                                0.0       \n",
       "17                                                0.0       \n",
       "18                                                1.0       \n",
       "19                                                0.0       \n",
       "20                                                0.0       \n",
       "21                                                9.0       \n",
       "22                                                0.0       \n",
       "23                                                5.0       \n",
       "24                                                7.0       \n",
       "25                                                2.0       \n",
       "26                                                0.0       \n",
       "27                                                3.0       \n",
       "28                                                2.0       \n",
       "29                                               30.0       \n",
       "30                                                0.0       \n",
       "31                                                0.0       \n",
       "32                                                0.0       \n",
       "33                                                3.0       \n",
       "34                                                0.0       \n",
       "35                                                2.0       \n",
       "36                                                6.0       \n",
       "37                                                8.0       \n",
       "38                                                9.0       \n",
       "39                                               33.0       \n",
       "40                                                1.0       \n",
       "41                                                7.0       \n",
       "42                                                0.0       \n",
       "43                                               13.0       \n",
       "44                                                3.0       \n",
       "45                                               45.0       \n",
       "46                                                8.0       \n",
       "47                                                1.0       \n",
       "48                                                2.0       \n",
       "49                                                0.0       \n",
       "50                                                0.0       \n",
       "51                                               27.0       \n",
       "52                                                2.0       \n",
       "53                                                0.0       \n",
       "54                                                0.0       \n",
       "55                                              528.0       \n",
       "56                                                NaN       \n",
       "\n",
       "[57 rows x 541 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hud_2018_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1cc69c93f48>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_hud_2018_data = hud_2018_data.dropna()\n",
    "overall2018_df = new_hud_2018_data.loc[:, [\"State\",\"Overall Homeless, 2018\"]]\n",
    "new_overall2018_df = overall2018_df.drop([55], axis=0)\n",
    "sorted_new_overall2018_df = new_overall2018_df.sort_values(\"Overall Homeless, 2018\", ascending = False)\n",
    "sorted_new_overall2018_df.plot(kind = \"bar\", figsize = (10, 5), color = \"blue\", title = \"Overall Homeless per State in 2018\", x=\"State\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#2017 data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "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>State</th>\n",
       "      <th>Number of CoCs</th>\n",
       "      <th>Overall Homeless, 2017</th>\n",
       "      <th>Overall Homeless - Under 18, 2017</th>\n",
       "      <th>Overall Homeless - Age 18 to 24, 2017</th>\n",
       "      <th>Overall Homeless - Over 24, 2017</th>\n",
       "      <th>Overall Homeless - Female, 2017</th>\n",
       "      <th>Overall Homeless - Male, 2017</th>\n",
       "      <th>Overall Homeless - Transgender, 2017</th>\n",
       "      <th>Overall Homeless - Gender Non-Conforming, 2017</th>\n",
       "      <th>...</th>\n",
       "      <th>Overall Homeless Parenting Youth Age 18-24, 2017</th>\n",
       "      <th>Sheltered ES Homeless Parenting Youth Age 18-24, 2017</th>\n",
       "      <th>Sheltered TH Homeless Parenting Youth Age 18-24, 2017</th>\n",
       "      <th>Sheltered Total Homeless Parenting Youth Age 18-24, 2017</th>\n",
       "      <th>Unsheltered Homeless Parenting Youth Age 18-24, 2017</th>\n",
       "      <th>Overall Homeless Children of Parenting Youth, 2017</th>\n",
       "      <th>Sheltered ES Homeless Children of Parenting Youth, 2017</th>\n",
       "      <th>Sheltered TH Homeless Children of Parenting Youth, 2017</th>\n",
       "      <th>Sheltered Total Homeless Children of Parenting Youth, 2017</th>\n",
       "      <th>Unsheltered Homeless Children of Parenting Youth, 2017</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AK</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1845.0</td>\n",
       "      <td>305.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>1354.0</td>\n",
       "      <td>765.0</td>\n",
       "      <td>1075.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>22.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AL</td>\n",
       "      <td>8.0</td>\n",
       "      <td>3793.0</td>\n",
       "      <td>528.0</td>\n",
       "      <td>300.0</td>\n",
       "      <td>2965.0</td>\n",
       "      <td>1314.0</td>\n",
       "      <td>2453.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>23.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AR</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2467.0</td>\n",
       "      <td>265.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>1993.0</td>\n",
       "      <td>965.0</td>\n",
       "      <td>1499.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AZ</td>\n",
       "      <td>3.0</td>\n",
       "      <td>8947.0</td>\n",
       "      <td>1607.0</td>\n",
       "      <td>660.0</td>\n",
       "      <td>6680.0</td>\n",
       "      <td>3331.0</td>\n",
       "      <td>5592.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>...</td>\n",
       "      <td>81.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CA</td>\n",
       "      <td>43.0</td>\n",
       "      <td>131532.0</td>\n",
       "      <td>14207.0</td>\n",
       "      <td>13276.0</td>\n",
       "      <td>104049.0</td>\n",
       "      <td>42750.0</td>\n",
       "      <td>87609.0</td>\n",
       "      <td>793.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>...</td>\n",
       "      <td>770.0</td>\n",
       "      <td>248.0</td>\n",
       "      <td>397.0</td>\n",
       "      <td>645.0</td>\n",
       "      <td>125.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>289.0</td>\n",
       "      <td>493.0</td>\n",
       "      <td>782.0</td>\n",
       "      <td>130.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 541 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  State  Number of CoCs  Overall Homeless, 2017  \\\n",
       "0    AK             2.0                  1845.0   \n",
       "1    AL             8.0                  3793.0   \n",
       "2    AR             6.0                  2467.0   \n",
       "3    AZ             3.0                  8947.0   \n",
       "4    CA            43.0                131532.0   \n",
       "\n",
       "   Overall Homeless - Under 18, 2017  Overall Homeless - Age 18 to 24, 2017  \\\n",
       "0                              305.0                                  186.0   \n",
       "1                              528.0                                  300.0   \n",
       "2                              265.0                                  209.0   \n",
       "3                             1607.0                                  660.0   \n",
       "4                            14207.0                                13276.0   \n",
       "\n",
       "   Overall Homeless - Over 24, 2017  Overall Homeless - Female, 2017  \\\n",
       "0                            1354.0                            765.0   \n",
       "1                            2965.0                           1314.0   \n",
       "2                            1993.0                            965.0   \n",
       "3                            6680.0                           3331.0   \n",
       "4                          104049.0                          42750.0   \n",
       "\n",
       "   Overall Homeless - Male, 2017  Overall Homeless - Transgender, 2017  \\\n",
       "0                         1075.0                                   4.0   \n",
       "1                         2453.0                                  21.0   \n",
       "2                         1499.0                                   3.0   \n",
       "3                         5592.0                                  22.0   \n",
       "4                        87609.0                                 793.0   \n",
       "\n",
       "   Overall Homeless - Gender Non-Conforming, 2017  ...  \\\n",
       "0                                             1.0  ...   \n",
       "1                                             5.0  ...   \n",
       "2                                             0.0  ...   \n",
       "3                                             2.0  ...   \n",
       "4                                           380.0  ...   \n",
       "\n",
       "   Overall Homeless Parenting Youth Age 18-24, 2017  \\\n",
       "0                                              22.0   \n",
       "1                                              23.0   \n",
       "2                                              10.0   \n",
       "3                                              81.0   \n",
       "4                                             770.0   \n",
       "\n",
       "   Sheltered ES Homeless Parenting Youth Age 18-24, 2017  \\\n",
       "0                                               10.0       \n",
       "1                                                6.0       \n",
       "2                                                8.0       \n",
       "3                                               37.0       \n",
       "4                                              248.0       \n",
       "\n",
       "   Sheltered TH Homeless Parenting Youth Age 18-24, 2017  \\\n",
       "0                                               12.0       \n",
       "1                                               14.0       \n",
       "2                                                2.0       \n",
       "3                                               44.0       \n",
       "4                                              397.0       \n",
       "\n",
       "   Sheltered Total Homeless Parenting Youth Age 18-24, 2017  \\\n",
       "0                                               22.0          \n",
       "1                                               20.0          \n",
       "2                                               10.0          \n",
       "3                                               81.0          \n",
       "4                                              645.0          \n",
       "\n",
       "   Unsheltered Homeless Parenting Youth Age 18-24, 2017  \\\n",
       "0                                                0.0      \n",
       "1                                                3.0      \n",
       "2                                                0.0      \n",
       "3                                                0.0      \n",
       "4                                              125.0      \n",
       "\n",
       "   Overall Homeless Children of Parenting Youth, 2017  \\\n",
       "0                                               39.0    \n",
       "1                                               39.0    \n",
       "2                                               13.0    \n",
       "3                                              112.0    \n",
       "4                                              912.0    \n",
       "\n",
       "   Sheltered ES Homeless Children of Parenting Youth, 2017  \\\n",
       "0                                               20.0         \n",
       "1                                               11.0         \n",
       "2                                               11.0         \n",
       "3                                               55.0         \n",
       "4                                              289.0         \n",
       "\n",
       "   Sheltered TH Homeless Children of Parenting Youth, 2017  \\\n",
       "0                                               19.0         \n",
       "1                                               24.0         \n",
       "2                                                2.0         \n",
       "3                                               57.0         \n",
       "4                                              493.0         \n",
       "\n",
       "   Sheltered Total Homeless Children of Parenting Youth, 2017  \\\n",
       "0                                               39.0            \n",
       "1                                               35.0            \n",
       "2                                               13.0            \n",
       "3                                              112.0            \n",
       "4                                              782.0            \n",
       "\n",
       "   Unsheltered Homeless Children of Parenting Youth, 2017  \n",
       "0                                                0.0       \n",
       "1                                                4.0       \n",
       "2                                                0.0       \n",
       "3                                                0.0       \n",
       "4                                              130.0       \n",
       "\n",
       "[5 rows x 541 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hud_2017_data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1cc69e33d88>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_hud_2017_data = hud_2017_data.dropna()\n",
    "overall2017_df = new_hud_2017_data.loc[:, [\"State\",\"Overall Homeless, 2017\"]]\n",
    "new_overall2017_df = overall2017_df.drop([55], axis=0)\n",
    "sorted_new_overall2017_df = new_overall2017_df.sort_values(\"Overall Homeless, 2017\", ascending = False)\n",
    "sorted_new_overall2017_df.plot(kind = \"bar\", figsize = (10, 5), color = \"orange\", title = \"Overall Homeless per State in 2017\", x=\"State\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}