Fig3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "422d41f5",
   "metadata": {},
   "source": [
    "#  Figure 3\n",
    "\n",
    "# ECONOMIC ANALYSIS\n",
    "\n",
    "## FAMILY INCOME AND POVERTY BY RACE/ETHNICITY\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8b748901",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/statsmodels/compat/pandas.py:65: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n",
      "  from pandas import Int64Index as NumericIndex\n"
     ]
    }
   ],
   "source": [
    "\n",
    "from __future__ import division\n",
    "import numpy as np\n",
    "import scipy as sc\n",
    "from itertools import product\n",
    "import time\n",
    "import matplotlib.pyplot as plt\n",
    "import PIL\n",
    "from numpy import log10\n",
    "import random\n",
    "from math import factorial\n",
    "from scipy.stats import linregress, gaussian_kde, skew\n",
    "from scipy import stats\n",
    "from scipy.spatial import distance\n",
    "import warnings\n",
    "import pandas as pd\n",
    "import re\n",
    "import os\n",
    "import math\n",
    "from collections import Counter\n",
    "from sklearn.preprocessing import PolynomialFeatures\n",
    "from statsmodels.stats.outliers_influence import summary_table\n",
    "import statsmodels.api as sm\n",
    "from scipy.optimize import linear_sum_assignment\n",
    "\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "%config InlineBackend.figure_formats = ['svg']\n",
    "%config InlineBackend.print_figure_kwargs={'facecolor' : \"w\"}\n",
    "\n",
    "pd.set_option('display.max_columns', None)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "32ce696d",
   "metadata": {},
   "outputs": [],
   "source": [
    "def count_pts_within_radius(x, y, radius, scale=0):\n",
    "    \"\"\"Count the number of points within a fixed radius in 2D space\"\"\"\n",
    "    \n",
    "    raw_data = np.array([x, y])\n",
    "    x = np.array(x)\n",
    "    y = np.array(y)\n",
    "    raw_data = raw_data.transpose()\n",
    "    \n",
    "    # Get unique data points by adding each pair of points to a set\n",
    "    unique_points = set()\n",
    "    for xval, yval in raw_data:\n",
    "        unique_points.add((xval, yval))\n",
    "    \n",
    "    count_data = []\n",
    "    for a, b in unique_points:\n",
    "        if scale == 'sqrt':\n",
    "            num_neighbors = len(x[((sqrt(x) - sqrt(a)) ** 2 +\n",
    "                                   (sqrt(y) - sqrt(b)) ** 2) <= sqrt(radius) ** 2])\n",
    "        else:        \n",
    "            num_neighbors = len(x[((x - a) ** 2 + (y - b) ** 2) <= radius ** 2])\n",
    "        count_data.append((a, b, num_neighbors))\n",
    "    return count_data\n",
    "\n",
    "\n",
    "\n",
    "def plot_color_by_pt_dens(x, y, radius, loglog=0, scale=0, plot_obj=None, point_size=10):\n",
    "    \n",
    "    \"\"\"Plot bivariate relationships with large n using color for point density\n",
    "\n",
    "    Inputs:\n",
    "    x & y -- variables to be plotted\n",
    "    radius -- the linear distance within which to count points as neighbors\n",
    "    scale -- a flag to indicate the use of a scale plot (scale = 1)\n",
    "\n",
    "    The color of each point in the plot is determined by the logarithm (base 10)\n",
    "    of the number of points that occur with a given radius of the focal point,\n",
    "    with hotter colors indicating more points. The number of neighboring points\n",
    "    is determined in linear space regardless of whether a scale plot is\n",
    "    presented.\n",
    "    \"\"\"\n",
    "    \n",
    "    plot_data = count_pts_within_radius(x, y, radius, scale)\n",
    "    sorted_plot_data = np.array(sorted(plot_data, key=lambda point: point[2]))\n",
    "\n",
    "    if plot_obj == None:\n",
    "        plot_obj = plt.axes()\n",
    "        \n",
    "    plot_obj.scatter(sorted_plot_data[:, 0],\n",
    "            sorted_plot_data[:, 1],\n",
    "            facecolors='none',\n",
    "            s = point_size, \n",
    "            edgecolors='0.1', \n",
    "            linewidths=1., \n",
    "            #cmap='Greys'\n",
    "            )\n",
    "    \n",
    "    # plot points\n",
    "    c = np.array(sorted_plot_data[:, 2])**0.25\n",
    "    c = np.max(c) - c\n",
    "    plot_obj.scatter(sorted_plot_data[:, 0],\n",
    "                    sorted_plot_data[:, 1],\n",
    "                    c = c,\n",
    "                    s = point_size, \n",
    "                    edgecolors='k', \n",
    "                    linewidths=0.0, \n",
    "                    cmap='Greys_r',\n",
    "                    #alpha = 0.5,\n",
    "                    )\n",
    "        \n",
    "    return plot_obj\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f13e90fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "def DS(p):\n",
    "    p_bins = len(p)\n",
    "    p_obs = sum(p)\n",
    "    \n",
    "    z_p = (p_bins + 1)/p_bins\n",
    "    p = [sum(p[:ii+1])**(z_p) for ii in range(len(p))]\n",
    "    Sp = np.sum(np.array(p)/(p_obs**z_p)) - 1\n",
    "    ds = Sp/(p_bins - 1)\n",
    "    return ds\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0bb28a2a",
   "metadata": {},
   "source": [
    "## Family income data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "240d308c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(13, 154)\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\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>Year</th>\n",
       "      <th>Total - WHITE</th>\n",
       "      <th>Less than $10,000 - WHITE</th>\n",
       "      <th>$10,000 to $14,999 - WHITE</th>\n",
       "      <th>$15,000 to $19,999 - WHITE</th>\n",
       "      <th>$20,000 to $24,999 - WHITE</th>\n",
       "      <th>$25,000 to $29,999 - WHITE</th>\n",
       "      <th>$30,000 to $34,999 - WHITE</th>\n",
       "      <th>$35,000 to $39,999 - WHITE</th>\n",
       "      <th>$40,000 to $44,999 - WHITE</th>\n",
       "      <th>$45,000 to $49,999 - WHITE</th>\n",
       "      <th>$50,000 to $59,999 - WHITE</th>\n",
       "      <th>$60,000 to $74,999 - WHITE</th>\n",
       "      <th>$75,000 to $99,999 - WHITE</th>\n",
       "      <th>$100,000 to $124,999 - WHITE</th>\n",
       "      <th>$125,000 to $149,999 - WHITE</th>\n",
       "      <th>$150,000 to $199,999 - WHITE</th>\n",
       "      <th>$200,000 or more - WHITE</th>\n",
       "      <th>Total - TWO OR MORE RACES</th>\n",
       "      <th>Less than $10,000 - TWO OR MORE RACES</th>\n",
       "      <th>$10,000 to $14,999 - TWO OR MORE RACES</th>\n",
       "      <th>$15,000 to $19,999 - TWO OR MORE RACES</th>\n",
       "      <th>$20,000 to $24,999 - TWO OR MORE RACES</th>\n",
       "      <th>$25,000 to $29,999 - TWO OR MORE RACES</th>\n",
       "      <th>$30,000 to $34,999 - TWO OR MORE RACES</th>\n",
       "      <th>$35,000 to $39,999 - TWO OR MORE RACES</th>\n",
       "      <th>$40,000 to $44,999 - TWO OR MORE RACES</th>\n",
       "      <th>$45,000 to $49,999 - TWO OR MORE RACES</th>\n",
       "      <th>$50,000 to $59,999 - TWO OR MORE RACES</th>\n",
       "      <th>$60,000 to $74,999 - TWO OR MORE RACES</th>\n",
       "      <th>$75,000 to $99,999 - TWO OR MORE RACES</th>\n",
       "      <th>$100,000 to $124,999 - TWO OR MORE RACES</th>\n",
       "      <th>$125,000 to $149,999 - TWO OR MORE RACES</th>\n",
       "      <th>$150,000 to $199,999 - TWO OR MORE RACES</th>\n",
       "      <th>$200,000 or more - TWO OR MORE RACES</th>\n",
       "      <th>Total - HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - HISPANIC OR LATINO</th>\n",
       "      <th>Total - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Total - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Total - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Less than $10,000 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$10,000 to $14,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$15,000 to $19,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$20,000 to $24,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$25,000 to $29,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$30,000 to $34,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$35,000 to $39,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$40,000 to $44,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$45,000 to $49,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$50,000 to $59,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$60,000 to $74,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$75,000 to $99,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$100,000 to $124,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$125,000 to $149,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$150,000 to $199,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$200,000 or more - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Total - ALL</th>\n",
       "      <th>Less than $10,000 - ALL</th>\n",
       "      <th>$10,000 to $14,999 - ALL</th>\n",
       "      <th>$15,000 to $19,999 - ALL</th>\n",
       "      <th>$20,000 to $24,999 - ALL</th>\n",
       "      <th>$25,000 to $29,999 - ALL</th>\n",
       "      <th>$30,000 to $34,999 - ALL</th>\n",
       "      <th>$35,000 to $39,999 - ALL</th>\n",
       "      <th>$40,000 to $44,999 - ALL</th>\n",
       "      <th>$45,000 to $49,999 - ALL</th>\n",
       "      <th>$50,000 to $59,999 - ALL</th>\n",
       "      <th>$60,000 to $74,999 - ALL</th>\n",
       "      <th>$75,000 to $99,999 - ALL</th>\n",
       "      <th>$100,000 to $124,999 - ALL</th>\n",
       "      <th>$125,000 to $149,999 - ALL</th>\n",
       "      <th>$150,000 to $199,999 - ALL</th>\n",
       "      <th>$200,000 or more - ALL</th>\n",
       "      <th>Total - ASIAN</th>\n",
       "      <th>Less than $10,000 - ASIAN</th>\n",
       "      <th>$10,000 to $14,999 - ASIAN</th>\n",
       "      <th>$15,000 to $19,999 - ASIAN</th>\n",
       "      <th>$20,000 to $24,999 - ASIAN</th>\n",
       "      <th>$25,000 to $29,999 - ASIAN</th>\n",
       "      <th>$30,000 to $34,999 - ASIAN</th>\n",
       "      <th>$35,000 to $39,999 - ASIAN</th>\n",
       "      <th>$40,000 to $44,999 - ASIAN</th>\n",
       "      <th>$45,000 to $49,999 - ASIAN</th>\n",
       "      <th>$50,000 to $59,999 - ASIAN</th>\n",
       "      <th>$60,000 to $74,999 - ASIAN</th>\n",
       "      <th>$75,000 to $99,999 - ASIAN</th>\n",
       "      <th>$100,000 to $124,999 - ASIAN</th>\n",
       "      <th>$125,000 to $149,999 - ASIAN</th>\n",
       "      <th>$150,000 to $199,999 - ASIAN</th>\n",
       "      <th>$200,000 or more - ASIAN</th>\n",
       "      <th>Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2010</td>\n",
       "      <td>58911688</td>\n",
       "      <td>1948633</td>\n",
       "      <td>1532336</td>\n",
       "      <td>1938268</td>\n",
       "      <td>2298082</td>\n",
       "      <td>2444775</td>\n",
       "      <td>2636813</td>\n",
       "      <td>2607406</td>\n",
       "      <td>2712406</td>\n",
       "      <td>2569323</td>\n",
       "      <td>5117256</td>\n",
       "      <td>6976522</td>\n",
       "      <td>9144424</td>\n",
       "      <td>6139302</td>\n",
       "      <td>3643319</td>\n",
       "      <td>3601953</td>\n",
       "      <td>3600870</td>\n",
       "      <td>1094254</td>\n",
       "      <td>77672</td>\n",
       "      <td>49473</td>\n",
       "      <td>54328</td>\n",
       "      <td>57310</td>\n",
       "      <td>56675</td>\n",
       "      <td>56361</td>\n",
       "      <td>53501</td>\n",
       "      <td>54799</td>\n",
       "      <td>48783</td>\n",
       "      <td>92575</td>\n",
       "      <td>118774</td>\n",
       "      <td>146266</td>\n",
       "      <td>89731</td>\n",
       "      <td>49422</td>\n",
       "      <td>49104</td>\n",
       "      <td>39480</td>\n",
       "      <td>10014699</td>\n",
       "      <td>715730</td>\n",
       "      <td>573764</td>\n",
       "      <td>688181</td>\n",
       "      <td>726522</td>\n",
       "      <td>685039</td>\n",
       "      <td>671006</td>\n",
       "      <td>602951</td>\n",
       "      <td>570735</td>\n",
       "      <td>499871</td>\n",
       "      <td>881280</td>\n",
       "      <td>1013042</td>\n",
       "      <td>1065701</td>\n",
       "      <td>584348</td>\n",
       "      <td>303840</td>\n",
       "      <td>256317</td>\n",
       "      <td>176372</td>\n",
       "      <td>52880569</td>\n",
       "      <td>1550191</td>\n",
       "      <td>1196108</td>\n",
       "      <td>1529473</td>\n",
       "      <td>1865641</td>\n",
       "      <td>2037969</td>\n",
       "      <td>2238574</td>\n",
       "      <td>2250268</td>\n",
       "      <td>2376473</td>\n",
       "      <td>2272537</td>\n",
       "      <td>4592132</td>\n",
       "      <td>6366908</td>\n",
       "      <td>8494093</td>\n",
       "      <td>5770399</td>\n",
       "      <td>3441875</td>\n",
       "      <td>3427854</td>\n",
       "      <td>3470074</td>\n",
       "      <td>555791</td>\n",
       "      <td>57303</td>\n",
       "      <td>35634</td>\n",
       "      <td>36437</td>\n",
       "      <td>37395</td>\n",
       "      <td>34269</td>\n",
       "      <td>34140</td>\n",
       "      <td>31449</td>\n",
       "      <td>29297</td>\n",
       "      <td>25639</td>\n",
       "      <td>45706</td>\n",
       "      <td>53849</td>\n",
       "      <td>61716</td>\n",
       "      <td>32899</td>\n",
       "      <td>16780</td>\n",
       "      <td>13352</td>\n",
       "      <td>9926</td>\n",
       "      <td>8712387</td>\n",
       "      <td>937549</td>\n",
       "      <td>553730</td>\n",
       "      <td>587412</td>\n",
       "      <td>578497</td>\n",
       "      <td>546990</td>\n",
       "      <td>526252</td>\n",
       "      <td>471577</td>\n",
       "      <td>439720</td>\n",
       "      <td>381828</td>\n",
       "      <td>706003</td>\n",
       "      <td>840954</td>\n",
       "      <td>934659</td>\n",
       "      <td>537724</td>\n",
       "      <td>286568</td>\n",
       "      <td>239070</td>\n",
       "      <td>143854</td>\n",
       "      <td>76254318</td>\n",
       "      <td>3420397</td>\n",
       "      <td>2470702</td>\n",
       "      <td>2978947</td>\n",
       "      <td>3354646</td>\n",
       "      <td>3451413</td>\n",
       "      <td>3623367</td>\n",
       "      <td>3506271</td>\n",
       "      <td>3574848</td>\n",
       "      <td>3322558</td>\n",
       "      <td>6521687</td>\n",
       "      <td>8701573</td>\n",
       "      <td>11150808</td>\n",
       "      <td>7388621</td>\n",
       "      <td>4352723</td>\n",
       "      <td>4292839</td>\n",
       "      <td>4142918</td>\n",
       "      <td>3328158</td>\n",
       "      <td>118082</td>\n",
       "      <td>87558</td>\n",
       "      <td>107288</td>\n",
       "      <td>113868</td>\n",
       "      <td>112515</td>\n",
       "      <td>120453</td>\n",
       "      <td>114324</td>\n",
       "      <td>121630</td>\n",
       "      <td>111948</td>\n",
       "      <td>232406</td>\n",
       "      <td>337973</td>\n",
       "      <td>478980</td>\n",
       "      <td>389856</td>\n",
       "      <td>260767</td>\n",
       "      <td>313871</td>\n",
       "      <td>306639</td>\n",
       "      <td>104390</td>\n",
       "      <td>5518</td>\n",
       "      <td>3143</td>\n",
       "      <td>4186</td>\n",
       "      <td>4925</td>\n",
       "      <td>5250</td>\n",
       "      <td>4635</td>\n",
       "      <td>5855</td>\n",
       "      <td>5227</td>\n",
       "      <td>4215</td>\n",
       "      <td>8749</td>\n",
       "      <td>12943</td>\n",
       "      <td>15396</td>\n",
       "      <td>9877</td>\n",
       "      <td>6612</td>\n",
       "      <td>4726</td>\n",
       "      <td>3133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2011</td>\n",
       "      <td>59214878</td>\n",
       "      <td>1978627</td>\n",
       "      <td>1519727</td>\n",
       "      <td>1907024</td>\n",
       "      <td>2241119</td>\n",
       "      <td>2438410</td>\n",
       "      <td>2577313</td>\n",
       "      <td>2574899</td>\n",
       "      <td>2645805</td>\n",
       "      <td>2493407</td>\n",
       "      <td>5036889</td>\n",
       "      <td>6872200</td>\n",
       "      <td>9125849</td>\n",
       "      <td>6253999</td>\n",
       "      <td>3845473</td>\n",
       "      <td>3854798</td>\n",
       "      <td>3849339</td>\n",
       "      <td>1165218</td>\n",
       "      <td>81270</td>\n",
       "      <td>53564</td>\n",
       "      <td>57557</td>\n",
       "      <td>60213</td>\n",
       "      <td>59521</td>\n",
       "      <td>59343</td>\n",
       "      <td>56434</td>\n",
       "      <td>54835</td>\n",
       "      <td>50756</td>\n",
       "      <td>96152</td>\n",
       "      <td>122290</td>\n",
       "      <td>156627</td>\n",
       "      <td>98038</td>\n",
       "      <td>55785</td>\n",
       "      <td>55944</td>\n",
       "      <td>46889</td>\n",
       "      <td>10225537</td>\n",
       "      <td>732161</td>\n",
       "      <td>578032</td>\n",
       "      <td>695115</td>\n",
       "      <td>720522</td>\n",
       "      <td>699791</td>\n",
       "      <td>670463</td>\n",
       "      <td>610907</td>\n",
       "      <td>566429</td>\n",
       "      <td>497546</td>\n",
       "      <td>893073</td>\n",
       "      <td>1033601</td>\n",
       "      <td>1097939</td>\n",
       "      <td>615682</td>\n",
       "      <td>330209</td>\n",
       "      <td>286837</td>\n",
       "      <td>197230</td>\n",
       "      <td>52794890</td>\n",
       "      <td>1554757</td>\n",
       "      <td>1167179</td>\n",
       "      <td>1480901</td>\n",
       "      <td>1795289</td>\n",
       "      <td>2003476</td>\n",
       "      <td>2163720</td>\n",
       "      <td>2199120</td>\n",
       "      <td>2297051</td>\n",
       "      <td>2186093</td>\n",
       "      <td>4480237</td>\n",
       "      <td>6221844</td>\n",
       "      <td>8425462</td>\n",
       "      <td>5849257</td>\n",
       "      <td>3620075</td>\n",
       "      <td>3651239</td>\n",
       "      <td>3699190</td>\n",
       "      <td>558324</td>\n",
       "      <td>56780</td>\n",
       "      <td>34639</td>\n",
       "      <td>35618</td>\n",
       "      <td>36180</td>\n",
       "      <td>35036</td>\n",
       "      <td>32851</td>\n",
       "      <td>31393</td>\n",
       "      <td>29213</td>\n",
       "      <td>24985</td>\n",
       "      <td>46877</td>\n",
       "      <td>53843</td>\n",
       "      <td>62931</td>\n",
       "      <td>34744</td>\n",
       "      <td>17973</td>\n",
       "      <td>14784</td>\n",
       "      <td>10477</td>\n",
       "      <td>8749212</td>\n",
       "      <td>939610</td>\n",
       "      <td>547353</td>\n",
       "      <td>579064</td>\n",
       "      <td>562621</td>\n",
       "      <td>548154</td>\n",
       "      <td>519996</td>\n",
       "      <td>470715</td>\n",
       "      <td>433789</td>\n",
       "      <td>378053</td>\n",
       "      <td>702858</td>\n",
       "      <td>835427</td>\n",
       "      <td>943123</td>\n",
       "      <td>552022</td>\n",
       "      <td>310558</td>\n",
       "      <td>263869</td>\n",
       "      <td>162000</td>\n",
       "      <td>76507230</td>\n",
       "      <td>3445051</td>\n",
       "      <td>2440090</td>\n",
       "      <td>2931141</td>\n",
       "      <td>3258041</td>\n",
       "      <td>3433148</td>\n",
       "      <td>3540943</td>\n",
       "      <td>3462173</td>\n",
       "      <td>3483109</td>\n",
       "      <td>3227018</td>\n",
       "      <td>6417617</td>\n",
       "      <td>8564978</td>\n",
       "      <td>11129978</td>\n",
       "      <td>7517524</td>\n",
       "      <td>4599709</td>\n",
       "      <td>4599029</td>\n",
       "      <td>4457681</td>\n",
       "      <td>3388892</td>\n",
       "      <td>120373</td>\n",
       "      <td>86644</td>\n",
       "      <td>109935</td>\n",
       "      <td>110510</td>\n",
       "      <td>112972</td>\n",
       "      <td>119385</td>\n",
       "      <td>114400</td>\n",
       "      <td>121822</td>\n",
       "      <td>107338</td>\n",
       "      <td>231698</td>\n",
       "      <td>332624</td>\n",
       "      <td>478426</td>\n",
       "      <td>387676</td>\n",
       "      <td>273799</td>\n",
       "      <td>335085</td>\n",
       "      <td>346205</td>\n",
       "      <td>104170</td>\n",
       "      <td>5544</td>\n",
       "      <td>3298</td>\n",
       "      <td>4266</td>\n",
       "      <td>4526</td>\n",
       "      <td>5121</td>\n",
       "      <td>5276</td>\n",
       "      <td>5099</td>\n",
       "      <td>5260</td>\n",
       "      <td>4677</td>\n",
       "      <td>8055</td>\n",
       "      <td>12050</td>\n",
       "      <td>15780</td>\n",
       "      <td>10324</td>\n",
       "      <td>6442</td>\n",
       "      <td>5248</td>\n",
       "      <td>3204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2012</td>\n",
       "      <td>59360285</td>\n",
       "      <td>2047785</td>\n",
       "      <td>1532077</td>\n",
       "      <td>1894499</td>\n",
       "      <td>2263658</td>\n",
       "      <td>2445179</td>\n",
       "      <td>2572776</td>\n",
       "      <td>2539028</td>\n",
       "      <td>2645077</td>\n",
       "      <td>2466682</td>\n",
       "      <td>4983082</td>\n",
       "      <td>6785339</td>\n",
       "      <td>9037989</td>\n",
       "      <td>6300015</td>\n",
       "      <td>3910489</td>\n",
       "      <td>3962357</td>\n",
       "      <td>3974253</td>\n",
       "      <td>1231757</td>\n",
       "      <td>89274</td>\n",
       "      <td>56010</td>\n",
       "      <td>61245</td>\n",
       "      <td>65308</td>\n",
       "      <td>63622</td>\n",
       "      <td>60826</td>\n",
       "      <td>59162</td>\n",
       "      <td>58012</td>\n",
       "      <td>53066</td>\n",
       "      <td>100588</td>\n",
       "      <td>127265</td>\n",
       "      <td>160470</td>\n",
       "      <td>104665</td>\n",
       "      <td>59417</td>\n",
       "      <td>61655</td>\n",
       "      <td>51172</td>\n",
       "      <td>10421026</td>\n",
       "      <td>764008</td>\n",
       "      <td>592705</td>\n",
       "      <td>706792</td>\n",
       "      <td>736499</td>\n",
       "      <td>716426</td>\n",
       "      <td>674058</td>\n",
       "      <td>611906</td>\n",
       "      <td>577514</td>\n",
       "      <td>497746</td>\n",
       "      <td>896956</td>\n",
       "      <td>1041631</td>\n",
       "      <td>1108681</td>\n",
       "      <td>638458</td>\n",
       "      <td>343930</td>\n",
       "      <td>302814</td>\n",
       "      <td>210902</td>\n",
       "      <td>52569246</td>\n",
       "      <td>1587071</td>\n",
       "      <td>1163328</td>\n",
       "      <td>1450440</td>\n",
       "      <td>1793704</td>\n",
       "      <td>1983456</td>\n",
       "      <td>2139803</td>\n",
       "      <td>2149023</td>\n",
       "      <td>2274288</td>\n",
       "      <td>2149090</td>\n",
       "      <td>4398995</td>\n",
       "      <td>6102227</td>\n",
       "      <td>8299284</td>\n",
       "      <td>5861874</td>\n",
       "      <td>3667150</td>\n",
       "      <td>3740961</td>\n",
       "      <td>3808552</td>\n",
       "      <td>559154</td>\n",
       "      <td>56622</td>\n",
       "      <td>34376</td>\n",
       "      <td>35913</td>\n",
       "      <td>36043</td>\n",
       "      <td>35500</td>\n",
       "      <td>32959</td>\n",
       "      <td>30825</td>\n",
       "      <td>28623</td>\n",
       "      <td>25696</td>\n",
       "      <td>45854</td>\n",
       "      <td>54989</td>\n",
       "      <td>62005</td>\n",
       "      <td>35421</td>\n",
       "      <td>18770</td>\n",
       "      <td>14997</td>\n",
       "      <td>10561</td>\n",
       "      <td>8774634</td>\n",
       "      <td>955451</td>\n",
       "      <td>546796</td>\n",
       "      <td>577000</td>\n",
       "      <td>564946</td>\n",
       "      <td>542334</td>\n",
       "      <td>517626</td>\n",
       "      <td>463028</td>\n",
       "      <td>436345</td>\n",
       "      <td>377186</td>\n",
       "      <td>694944</td>\n",
       "      <td>830877</td>\n",
       "      <td>945813</td>\n",
       "      <td>559084</td>\n",
       "      <td>318524</td>\n",
       "      <td>274293</td>\n",
       "      <td>170387</td>\n",
       "      <td>76595548</td>\n",
       "      <td>3532325</td>\n",
       "      <td>2452413</td>\n",
       "      <td>2913501</td>\n",
       "      <td>3280090</td>\n",
       "      <td>3427261</td>\n",
       "      <td>3518545</td>\n",
       "      <td>3404990</td>\n",
       "      <td>3475407</td>\n",
       "      <td>3192303</td>\n",
       "      <td>6331522</td>\n",
       "      <td>8450945</td>\n",
       "      <td>11013771</td>\n",
       "      <td>7572917</td>\n",
       "      <td>4677597</td>\n",
       "      <td>4729401</td>\n",
       "      <td>4622560</td>\n",
       "      <td>3463387</td>\n",
       "      <td>124482</td>\n",
       "      <td>88864</td>\n",
       "      <td>111991</td>\n",
       "      <td>114413</td>\n",
       "      <td>116049</td>\n",
       "      <td>119757</td>\n",
       "      <td>115371</td>\n",
       "      <td>122370</td>\n",
       "      <td>109241</td>\n",
       "      <td>231174</td>\n",
       "      <td>332526</td>\n",
       "      <td>478210</td>\n",
       "      <td>396247</td>\n",
       "      <td>282175</td>\n",
       "      <td>344564</td>\n",
       "      <td>375953</td>\n",
       "      <td>106188</td>\n",
       "      <td>6083</td>\n",
       "      <td>3932</td>\n",
       "      <td>4261</td>\n",
       "      <td>4686</td>\n",
       "      <td>5116</td>\n",
       "      <td>5561</td>\n",
       "      <td>4926</td>\n",
       "      <td>5397</td>\n",
       "      <td>4962</td>\n",
       "      <td>8538</td>\n",
       "      <td>12077</td>\n",
       "      <td>15216</td>\n",
       "      <td>10220</td>\n",
       "      <td>6144</td>\n",
       "      <td>5762</td>\n",
       "      <td>3307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013</td>\n",
       "      <td>59388987</td>\n",
       "      <td>2110072</td>\n",
       "      <td>1523283</td>\n",
       "      <td>1907237</td>\n",
       "      <td>2269701</td>\n",
       "      <td>2413514</td>\n",
       "      <td>2598190</td>\n",
       "      <td>2509495</td>\n",
       "      <td>2622665</td>\n",
       "      <td>2474410</td>\n",
       "      <td>4941092</td>\n",
       "      <td>6678429</td>\n",
       "      <td>8977124</td>\n",
       "      <td>6305594</td>\n",
       "      <td>3930676</td>\n",
       "      <td>4041284</td>\n",
       "      <td>4086221</td>\n",
       "      <td>1292606</td>\n",
       "      <td>95043</td>\n",
       "      <td>60411</td>\n",
       "      <td>64836</td>\n",
       "      <td>67913</td>\n",
       "      <td>65351</td>\n",
       "      <td>64759</td>\n",
       "      <td>60421</td>\n",
       "      <td>60668</td>\n",
       "      <td>54378</td>\n",
       "      <td>104972</td>\n",
       "      <td>131665</td>\n",
       "      <td>164940</td>\n",
       "      <td>110529</td>\n",
       "      <td>63685</td>\n",
       "      <td>66372</td>\n",
       "      <td>56663</td>\n",
       "      <td>10610087</td>\n",
       "      <td>791612</td>\n",
       "      <td>594633</td>\n",
       "      <td>728312</td>\n",
       "      <td>749395</td>\n",
       "      <td>715708</td>\n",
       "      <td>692694</td>\n",
       "      <td>611001</td>\n",
       "      <td>586250</td>\n",
       "      <td>509332</td>\n",
       "      <td>903508</td>\n",
       "      <td>1046244</td>\n",
       "      <td>1130797</td>\n",
       "      <td>657349</td>\n",
       "      <td>354108</td>\n",
       "      <td>314090</td>\n",
       "      <td>225054</td>\n",
       "      <td>52393198</td>\n",
       "      <td>1622260</td>\n",
       "      <td>1151287</td>\n",
       "      <td>1444481</td>\n",
       "      <td>1788740</td>\n",
       "      <td>1947993</td>\n",
       "      <td>2150136</td>\n",
       "      <td>2114288</td>\n",
       "      <td>2241563</td>\n",
       "      <td>2145395</td>\n",
       "      <td>4345405</td>\n",
       "      <td>5984482</td>\n",
       "      <td>8214581</td>\n",
       "      <td>5847584</td>\n",
       "      <td>3676878</td>\n",
       "      <td>3809696</td>\n",
       "      <td>3908429</td>\n",
       "      <td>558024</td>\n",
       "      <td>59057</td>\n",
       "      <td>34045</td>\n",
       "      <td>34994</td>\n",
       "      <td>35981</td>\n",
       "      <td>36306</td>\n",
       "      <td>32512</td>\n",
       "      <td>30040</td>\n",
       "      <td>27843</td>\n",
       "      <td>26722</td>\n",
       "      <td>44835</td>\n",
       "      <td>53667</td>\n",
       "      <td>61417</td>\n",
       "      <td>35106</td>\n",
       "      <td>18918</td>\n",
       "      <td>16167</td>\n",
       "      <td>10414</td>\n",
       "      <td>8793736</td>\n",
       "      <td>974133</td>\n",
       "      <td>543961</td>\n",
       "      <td>582500</td>\n",
       "      <td>564980</td>\n",
       "      <td>535287</td>\n",
       "      <td>524316</td>\n",
       "      <td>454609</td>\n",
       "      <td>437598</td>\n",
       "      <td>378075</td>\n",
       "      <td>688024</td>\n",
       "      <td>824447</td>\n",
       "      <td>938358</td>\n",
       "      <td>563866</td>\n",
       "      <td>320337</td>\n",
       "      <td>283559</td>\n",
       "      <td>179686</td>\n",
       "      <td>76744358</td>\n",
       "      <td>3626303</td>\n",
       "      <td>2446045</td>\n",
       "      <td>2939735</td>\n",
       "      <td>3294094</td>\n",
       "      <td>3386967</td>\n",
       "      <td>3557956</td>\n",
       "      <td>3362211</td>\n",
       "      <td>3455584</td>\n",
       "      <td>3205316</td>\n",
       "      <td>6277688</td>\n",
       "      <td>8333886</td>\n",
       "      <td>10949862</td>\n",
       "      <td>7589171</td>\n",
       "      <td>4704903</td>\n",
       "      <td>4836963</td>\n",
       "      <td>4777674</td>\n",
       "      <td>3540886</td>\n",
       "      <td>128970</td>\n",
       "      <td>91719</td>\n",
       "      <td>115550</td>\n",
       "      <td>120085</td>\n",
       "      <td>117620</td>\n",
       "      <td>121469</td>\n",
       "      <td>116581</td>\n",
       "      <td>123697</td>\n",
       "      <td>112031</td>\n",
       "      <td>229381</td>\n",
       "      <td>332159</td>\n",
       "      <td>484875</td>\n",
       "      <td>401069</td>\n",
       "      <td>284358</td>\n",
       "      <td>357584</td>\n",
       "      <td>403738</td>\n",
       "      <td>106590</td>\n",
       "      <td>6713</td>\n",
       "      <td>3959</td>\n",
       "      <td>4360</td>\n",
       "      <td>4805</td>\n",
       "      <td>5364</td>\n",
       "      <td>5526</td>\n",
       "      <td>4910</td>\n",
       "      <td>5482</td>\n",
       "      <td>5374</td>\n",
       "      <td>8819</td>\n",
       "      <td>11923</td>\n",
       "      <td>14435</td>\n",
       "      <td>9502</td>\n",
       "      <td>6267</td>\n",
       "      <td>5609</td>\n",
       "      <td>3542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2014</td>\n",
       "      <td>59439836</td>\n",
       "      <td>2121832</td>\n",
       "      <td>1508860</td>\n",
       "      <td>1878772</td>\n",
       "      <td>2220059</td>\n",
       "      <td>2393335</td>\n",
       "      <td>2552258</td>\n",
       "      <td>2507363</td>\n",
       "      <td>2592005</td>\n",
       "      <td>2430645</td>\n",
       "      <td>4869804</td>\n",
       "      <td>6638416</td>\n",
       "      <td>8916065</td>\n",
       "      <td>6341849</td>\n",
       "      <td>4007982</td>\n",
       "      <td>4168763</td>\n",
       "      <td>4291828</td>\n",
       "      <td>1346463</td>\n",
       "      <td>98752</td>\n",
       "      <td>61529</td>\n",
       "      <td>68355</td>\n",
       "      <td>69775</td>\n",
       "      <td>67510</td>\n",
       "      <td>65183</td>\n",
       "      <td>62255</td>\n",
       "      <td>60501</td>\n",
       "      <td>55400</td>\n",
       "      <td>108422</td>\n",
       "      <td>134818</td>\n",
       "      <td>170284</td>\n",
       "      <td>117822</td>\n",
       "      <td>69536</td>\n",
       "      <td>72096</td>\n",
       "      <td>64225</td>\n",
       "      <td>10851719</td>\n",
       "      <td>803446</td>\n",
       "      <td>597989</td>\n",
       "      <td>733600</td>\n",
       "      <td>751317</td>\n",
       "      <td>729214</td>\n",
       "      <td>694138</td>\n",
       "      <td>630605</td>\n",
       "      <td>596631</td>\n",
       "      <td>517174</td>\n",
       "      <td>917533</td>\n",
       "      <td>1074647</td>\n",
       "      <td>1165026</td>\n",
       "      <td>684242</td>\n",
       "      <td>372902</td>\n",
       "      <td>336640</td>\n",
       "      <td>246615</td>\n",
       "      <td>52211613</td>\n",
       "      <td>1622415</td>\n",
       "      <td>1131377</td>\n",
       "      <td>1409008</td>\n",
       "      <td>1734873</td>\n",
       "      <td>1916664</td>\n",
       "      <td>2098885</td>\n",
       "      <td>2096131</td>\n",
       "      <td>2200116</td>\n",
       "      <td>2093062</td>\n",
       "      <td>4259076</td>\n",
       "      <td>5917903</td>\n",
       "      <td>8119249</td>\n",
       "      <td>5858378</td>\n",
       "      <td>3740213</td>\n",
       "      <td>3918031</td>\n",
       "      <td>4096232</td>\n",
       "      <td>562496</td>\n",
       "      <td>59681</td>\n",
       "      <td>34244</td>\n",
       "      <td>34546</td>\n",
       "      <td>36483</td>\n",
       "      <td>36050</td>\n",
       "      <td>33431</td>\n",
       "      <td>30161</td>\n",
       "      <td>27225</td>\n",
       "      <td>27277</td>\n",
       "      <td>44732</td>\n",
       "      <td>55401</td>\n",
       "      <td>61534</td>\n",
       "      <td>34721</td>\n",
       "      <td>19256</td>\n",
       "      <td>17118</td>\n",
       "      <td>10636</td>\n",
       "      <td>8810561</td>\n",
       "      <td>974402</td>\n",
       "      <td>543380</td>\n",
       "      <td>572118</td>\n",
       "      <td>556527</td>\n",
       "      <td>534924</td>\n",
       "      <td>515476</td>\n",
       "      <td>463218</td>\n",
       "      <td>433638</td>\n",
       "      <td>375523</td>\n",
       "      <td>690405</td>\n",
       "      <td>829835</td>\n",
       "      <td>936260</td>\n",
       "      <td>569024</td>\n",
       "      <td>327646</td>\n",
       "      <td>295955</td>\n",
       "      <td>192230</td>\n",
       "      <td>76958064</td>\n",
       "      <td>3644405</td>\n",
       "      <td>2430822</td>\n",
       "      <td>2903502</td>\n",
       "      <td>3236751</td>\n",
       "      <td>3372475</td>\n",
       "      <td>3500868</td>\n",
       "      <td>3375653</td>\n",
       "      <td>3421443</td>\n",
       "      <td>3161651</td>\n",
       "      <td>6209852</td>\n",
       "      <td>8311528</td>\n",
       "      <td>10893333</td>\n",
       "      <td>7642882</td>\n",
       "      <td>4807897</td>\n",
       "      <td>5002090</td>\n",
       "      <td>5042912</td>\n",
       "      <td>3639124</td>\n",
       "      <td>131440</td>\n",
       "      <td>92641</td>\n",
       "      <td>118090</td>\n",
       "      <td>119715</td>\n",
       "      <td>120372</td>\n",
       "      <td>122853</td>\n",
       "      <td>119985</td>\n",
       "      <td>125724</td>\n",
       "      <td>115432</td>\n",
       "      <td>228259</td>\n",
       "      <td>340560</td>\n",
       "      <td>488129</td>\n",
       "      <td>406564</td>\n",
       "      <td>294445</td>\n",
       "      <td>373704</td>\n",
       "      <td>441211</td>\n",
       "      <td>107432</td>\n",
       "      <td>7320</td>\n",
       "      <td>4034</td>\n",
       "      <td>4457</td>\n",
       "      <td>5038</td>\n",
       "      <td>5008</td>\n",
       "      <td>5538</td>\n",
       "      <td>5334</td>\n",
       "      <td>5041</td>\n",
       "      <td>4905</td>\n",
       "      <td>9174</td>\n",
       "      <td>11596</td>\n",
       "      <td>14485</td>\n",
       "      <td>10045</td>\n",
       "      <td>5693</td>\n",
       "      <td>5778</td>\n",
       "      <td>3986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2015</td>\n",
       "      <td>59535040</td>\n",
       "      <td>2105317</td>\n",
       "      <td>1498318</td>\n",
       "      <td>1835564</td>\n",
       "      <td>2211636</td>\n",
       "      <td>2343920</td>\n",
       "      <td>2546686</td>\n",
       "      <td>2476071</td>\n",
       "      <td>2576229</td>\n",
       "      <td>2426026</td>\n",
       "      <td>4836277</td>\n",
       "      <td>6636070</td>\n",
       "      <td>8886367</td>\n",
       "      <td>6399274</td>\n",
       "      <td>4030552</td>\n",
       "      <td>4252028</td>\n",
       "      <td>4474705</td>\n",
       "      <td>1382518</td>\n",
       "      <td>98001</td>\n",
       "      <td>61490</td>\n",
       "      <td>67528</td>\n",
       "      <td>71567</td>\n",
       "      <td>67634</td>\n",
       "      <td>67031</td>\n",
       "      <td>61764</td>\n",
       "      <td>61918</td>\n",
       "      <td>55790</td>\n",
       "      <td>110063</td>\n",
       "      <td>139689</td>\n",
       "      <td>175484</td>\n",
       "      <td>123538</td>\n",
       "      <td>75103</td>\n",
       "      <td>76005</td>\n",
       "      <td>69913</td>\n",
       "      <td>11085526</td>\n",
       "      <td>800365</td>\n",
       "      <td>598818</td>\n",
       "      <td>725642</td>\n",
       "      <td>771997</td>\n",
       "      <td>734360</td>\n",
       "      <td>711165</td>\n",
       "      <td>634212</td>\n",
       "      <td>610820</td>\n",
       "      <td>531935</td>\n",
       "      <td>936572</td>\n",
       "      <td>1106323</td>\n",
       "      <td>1202264</td>\n",
       "      <td>711957</td>\n",
       "      <td>387687</td>\n",
       "      <td>355505</td>\n",
       "      <td>265904</td>\n",
       "      <td>52100817</td>\n",
       "      <td>1600317</td>\n",
       "      <td>1116566</td>\n",
       "      <td>1366843</td>\n",
       "      <td>1709331</td>\n",
       "      <td>1862969</td>\n",
       "      <td>2079403</td>\n",
       "      <td>2060867</td>\n",
       "      <td>2171748</td>\n",
       "      <td>2074662</td>\n",
       "      <td>4210366</td>\n",
       "      <td>5890249</td>\n",
       "      <td>8060587</td>\n",
       "      <td>5893322</td>\n",
       "      <td>3751319</td>\n",
       "      <td>3987379</td>\n",
       "      <td>4264889</td>\n",
       "      <td>560094</td>\n",
       "      <td>58359</td>\n",
       "      <td>32921</td>\n",
       "      <td>34574</td>\n",
       "      <td>36899</td>\n",
       "      <td>34643</td>\n",
       "      <td>32742</td>\n",
       "      <td>29888</td>\n",
       "      <td>26678</td>\n",
       "      <td>26466</td>\n",
       "      <td>45883</td>\n",
       "      <td>55021</td>\n",
       "      <td>61895</td>\n",
       "      <td>35423</td>\n",
       "      <td>19813</td>\n",
       "      <td>17740</td>\n",
       "      <td>11149</td>\n",
       "      <td>8833657</td>\n",
       "      <td>959391</td>\n",
       "      <td>539984</td>\n",
       "      <td>569882</td>\n",
       "      <td>557757</td>\n",
       "      <td>528187</td>\n",
       "      <td>516673</td>\n",
       "      <td>461402</td>\n",
       "      <td>434808</td>\n",
       "      <td>376789</td>\n",
       "      <td>693851</td>\n",
       "      <td>833029</td>\n",
       "      <td>946004</td>\n",
       "      <td>582190</td>\n",
       "      <td>330192</td>\n",
       "      <td>303180</td>\n",
       "      <td>200338</td>\n",
       "      <td>77260546</td>\n",
       "      <td>3603684</td>\n",
       "      <td>2416398</td>\n",
       "      <td>2854979</td>\n",
       "      <td>3238944</td>\n",
       "      <td>3316566</td>\n",
       "      <td>3505284</td>\n",
       "      <td>3345081</td>\n",
       "      <td>3410791</td>\n",
       "      <td>3161795</td>\n",
       "      <td>6191455</td>\n",
       "      <td>8329595</td>\n",
       "      <td>10894990</td>\n",
       "      <td>7743013</td>\n",
       "      <td>4849003</td>\n",
       "      <td>5117814</td>\n",
       "      <td>5281154</td>\n",
       "      <td>3762671</td>\n",
       "      <td>131914</td>\n",
       "      <td>95761</td>\n",
       "      <td>120921</td>\n",
       "      <td>123210</td>\n",
       "      <td>120163</td>\n",
       "      <td>127892</td>\n",
       "      <td>123215</td>\n",
       "      <td>127465</td>\n",
       "      <td>118036</td>\n",
       "      <td>233001</td>\n",
       "      <td>347244</td>\n",
       "      <td>496968</td>\n",
       "      <td>425530</td>\n",
       "      <td>302375</td>\n",
       "      <td>390303</td>\n",
       "      <td>478673</td>\n",
       "      <td>108849</td>\n",
       "      <td>7207</td>\n",
       "      <td>4212</td>\n",
       "      <td>5002</td>\n",
       "      <td>5242</td>\n",
       "      <td>5101</td>\n",
       "      <td>5422</td>\n",
       "      <td>5363</td>\n",
       "      <td>5027</td>\n",
       "      <td>5085</td>\n",
       "      <td>9297</td>\n",
       "      <td>11803</td>\n",
       "      <td>14485</td>\n",
       "      <td>10041</td>\n",
       "      <td>5556</td>\n",
       "      <td>6103</td>\n",
       "      <td>3903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2016</td>\n",
       "      <td>59642655</td>\n",
       "      <td>2039704</td>\n",
       "      <td>1437857</td>\n",
       "      <td>1744284</td>\n",
       "      <td>2119758</td>\n",
       "      <td>2266576</td>\n",
       "      <td>2464053</td>\n",
       "      <td>2428541</td>\n",
       "      <td>2520843</td>\n",
       "      <td>2377696</td>\n",
       "      <td>4763290</td>\n",
       "      <td>6582034</td>\n",
       "      <td>8903133</td>\n",
       "      <td>6513470</td>\n",
       "      <td>4171733</td>\n",
       "      <td>4478159</td>\n",
       "      <td>4831524</td>\n",
       "      <td>1427137</td>\n",
       "      <td>97547</td>\n",
       "      <td>60135</td>\n",
       "      <td>65859</td>\n",
       "      <td>69951</td>\n",
       "      <td>68207</td>\n",
       "      <td>67382</td>\n",
       "      <td>61993</td>\n",
       "      <td>62082</td>\n",
       "      <td>56770</td>\n",
       "      <td>112404</td>\n",
       "      <td>143592</td>\n",
       "      <td>183347</td>\n",
       "      <td>129326</td>\n",
       "      <td>81517</td>\n",
       "      <td>85444</td>\n",
       "      <td>81581</td>\n",
       "      <td>11287158</td>\n",
       "      <td>772693</td>\n",
       "      <td>576125</td>\n",
       "      <td>698301</td>\n",
       "      <td>756906</td>\n",
       "      <td>730607</td>\n",
       "      <td>703189</td>\n",
       "      <td>641440</td>\n",
       "      <td>621657</td>\n",
       "      <td>540788</td>\n",
       "      <td>959795</td>\n",
       "      <td>1143222</td>\n",
       "      <td>1268062</td>\n",
       "      <td>759695</td>\n",
       "      <td>420248</td>\n",
       "      <td>391624</td>\n",
       "      <td>302806</td>\n",
       "      <td>52071971</td>\n",
       "      <td>1547585</td>\n",
       "      <td>1070480</td>\n",
       "      <td>1293043</td>\n",
       "      <td>1624747</td>\n",
       "      <td>1790703</td>\n",
       "      <td>2003517</td>\n",
       "      <td>2007653</td>\n",
       "      <td>2108772</td>\n",
       "      <td>2021146</td>\n",
       "      <td>4125260</td>\n",
       "      <td>5814682</td>\n",
       "      <td>8033497</td>\n",
       "      <td>5978009</td>\n",
       "      <td>3869819</td>\n",
       "      <td>4189184</td>\n",
       "      <td>4593874</td>\n",
       "      <td>563037</td>\n",
       "      <td>56099</td>\n",
       "      <td>32107</td>\n",
       "      <td>33980</td>\n",
       "      <td>36769</td>\n",
       "      <td>33816</td>\n",
       "      <td>32703</td>\n",
       "      <td>28988</td>\n",
       "      <td>27035</td>\n",
       "      <td>25838</td>\n",
       "      <td>46743</td>\n",
       "      <td>55428</td>\n",
       "      <td>64700</td>\n",
       "      <td>36542</td>\n",
       "      <td>20577</td>\n",
       "      <td>18968</td>\n",
       "      <td>12744</td>\n",
       "      <td>8872012</td>\n",
       "      <td>912616</td>\n",
       "      <td>521092</td>\n",
       "      <td>554929</td>\n",
       "      <td>547374</td>\n",
       "      <td>522161</td>\n",
       "      <td>510875</td>\n",
       "      <td>462262</td>\n",
       "      <td>441504</td>\n",
       "      <td>378304</td>\n",
       "      <td>697525</td>\n",
       "      <td>847103</td>\n",
       "      <td>973502</td>\n",
       "      <td>606021</td>\n",
       "      <td>347557</td>\n",
       "      <td>326626</td>\n",
       "      <td>222561</td>\n",
       "      <td>77608829</td>\n",
       "      <td>3473834</td>\n",
       "      <td>2325148</td>\n",
       "      <td>2732326</td>\n",
       "      <td>3129559</td>\n",
       "      <td>3234068</td>\n",
       "      <td>3415293</td>\n",
       "      <td>3298592</td>\n",
       "      <td>3365110</td>\n",
       "      <td>3119078</td>\n",
       "      <td>6135416</td>\n",
       "      <td>8306524</td>\n",
       "      <td>10976695</td>\n",
       "      <td>7917952</td>\n",
       "      <td>5037554</td>\n",
       "      <td>5410997</td>\n",
       "      <td>5730683</td>\n",
       "      <td>3859697</td>\n",
       "      <td>130798</td>\n",
       "      <td>92607</td>\n",
       "      <td>116806</td>\n",
       "      <td>124199</td>\n",
       "      <td>119419</td>\n",
       "      <td>127136</td>\n",
       "      <td>122560</td>\n",
       "      <td>126541</td>\n",
       "      <td>117347</td>\n",
       "      <td>232346</td>\n",
       "      <td>346544</td>\n",
       "      <td>503749</td>\n",
       "      <td>439334</td>\n",
       "      <td>315407</td>\n",
       "      <td>414963</td>\n",
       "      <td>529941</td>\n",
       "      <td>110974</td>\n",
       "      <td>7063</td>\n",
       "      <td>3986</td>\n",
       "      <td>4695</td>\n",
       "      <td>5338</td>\n",
       "      <td>4942</td>\n",
       "      <td>4902</td>\n",
       "      <td>5264</td>\n",
       "      <td>5369</td>\n",
       "      <td>4996</td>\n",
       "      <td>9922</td>\n",
       "      <td>12210</td>\n",
       "      <td>15509</td>\n",
       "      <td>10195</td>\n",
       "      <td>6164</td>\n",
       "      <td>5973</td>\n",
       "      <td>4446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2017</td>\n",
       "      <td>59991642</td>\n",
       "      <td>1938879</td>\n",
       "      <td>1355699</td>\n",
       "      <td>1631461</td>\n",
       "      <td>1989946</td>\n",
       "      <td>2155607</td>\n",
       "      <td>2356052</td>\n",
       "      <td>2350593</td>\n",
       "      <td>2452001</td>\n",
       "      <td>2307053</td>\n",
       "      <td>4671088</td>\n",
       "      <td>6527280</td>\n",
       "      <td>8939181</td>\n",
       "      <td>6715230</td>\n",
       "      <td>4406728</td>\n",
       "      <td>4833004</td>\n",
       "      <td>5361840</td>\n",
       "      <td>1474728</td>\n",
       "      <td>92307</td>\n",
       "      <td>58452</td>\n",
       "      <td>64392</td>\n",
       "      <td>66228</td>\n",
       "      <td>67125</td>\n",
       "      <td>66416</td>\n",
       "      <td>63043</td>\n",
       "      <td>62166</td>\n",
       "      <td>56288</td>\n",
       "      <td>113171</td>\n",
       "      <td>147572</td>\n",
       "      <td>192584</td>\n",
       "      <td>140100</td>\n",
       "      <td>89949</td>\n",
       "      <td>97144</td>\n",
       "      <td>97791</td>\n",
       "      <td>11575322</td>\n",
       "      <td>733305</td>\n",
       "      <td>540863</td>\n",
       "      <td>657768</td>\n",
       "      <td>730455</td>\n",
       "      <td>711416</td>\n",
       "      <td>700497</td>\n",
       "      <td>648756</td>\n",
       "      <td>628957</td>\n",
       "      <td>546531</td>\n",
       "      <td>997651</td>\n",
       "      <td>1199707</td>\n",
       "      <td>1355767</td>\n",
       "      <td>839699</td>\n",
       "      <td>473900</td>\n",
       "      <td>453253</td>\n",
       "      <td>356797</td>\n",
       "      <td>52227621</td>\n",
       "      <td>1469651</td>\n",
       "      <td>1008852</td>\n",
       "      <td>1203898</td>\n",
       "      <td>1512632</td>\n",
       "      <td>1692646</td>\n",
       "      <td>1898376</td>\n",
       "      <td>1927146</td>\n",
       "      <td>2036435</td>\n",
       "      <td>1948302</td>\n",
       "      <td>4008731</td>\n",
       "      <td>5726478</td>\n",
       "      <td>8012669</td>\n",
       "      <td>6126189</td>\n",
       "      <td>4068980</td>\n",
       "      <td>4502138</td>\n",
       "      <td>5084498</td>\n",
       "      <td>574313</td>\n",
       "      <td>55383</td>\n",
       "      <td>29966</td>\n",
       "      <td>33011</td>\n",
       "      <td>34795</td>\n",
       "      <td>33863</td>\n",
       "      <td>32189</td>\n",
       "      <td>29183</td>\n",
       "      <td>27678</td>\n",
       "      <td>25849</td>\n",
       "      <td>46936</td>\n",
       "      <td>58754</td>\n",
       "      <td>67158</td>\n",
       "      <td>40055</td>\n",
       "      <td>23081</td>\n",
       "      <td>21020</td>\n",
       "      <td>15392</td>\n",
       "      <td>8922771</td>\n",
       "      <td>853818</td>\n",
       "      <td>492670</td>\n",
       "      <td>529487</td>\n",
       "      <td>537392</td>\n",
       "      <td>508605</td>\n",
       "      <td>503709</td>\n",
       "      <td>460251</td>\n",
       "      <td>439244</td>\n",
       "      <td>383148</td>\n",
       "      <td>701771</td>\n",
       "      <td>865983</td>\n",
       "      <td>1008632</td>\n",
       "      <td>641655</td>\n",
       "      <td>375421</td>\n",
       "      <td>365058</td>\n",
       "      <td>255927</td>\n",
       "      <td>78298703</td>\n",
       "      <td>3293360</td>\n",
       "      <td>2193054</td>\n",
       "      <td>2571803</td>\n",
       "      <td>2973303</td>\n",
       "      <td>3102727</td>\n",
       "      <td>3299831</td>\n",
       "      <td>3223061</td>\n",
       "      <td>3299053</td>\n",
       "      <td>3053907</td>\n",
       "      <td>6061094</td>\n",
       "      <td>8301045</td>\n",
       "      <td>11095863</td>\n",
       "      <td>8207432</td>\n",
       "      <td>5344243</td>\n",
       "      <td>5872950</td>\n",
       "      <td>6405977</td>\n",
       "      <td>4005243</td>\n",
       "      <td>128815</td>\n",
       "      <td>89018</td>\n",
       "      <td>112067</td>\n",
       "      <td>121052</td>\n",
       "      <td>117734</td>\n",
       "      <td>127190</td>\n",
       "      <td>121336</td>\n",
       "      <td>127673</td>\n",
       "      <td>114365</td>\n",
       "      <td>233769</td>\n",
       "      <td>348596</td>\n",
       "      <td>512893</td>\n",
       "      <td>453574</td>\n",
       "      <td>332100</td>\n",
       "      <td>454197</td>\n",
       "      <td>610864</td>\n",
       "      <td>113325</td>\n",
       "      <td>6744</td>\n",
       "      <td>3642</td>\n",
       "      <td>3940</td>\n",
       "      <td>5038</td>\n",
       "      <td>5665</td>\n",
       "      <td>4412</td>\n",
       "      <td>5483</td>\n",
       "      <td>5222</td>\n",
       "      <td>4904</td>\n",
       "      <td>9887</td>\n",
       "      <td>12712</td>\n",
       "      <td>16044</td>\n",
       "      <td>10738</td>\n",
       "      <td>7244</td>\n",
       "      <td>6662</td>\n",
       "      <td>4988</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2018</td>\n",
       "      <td>60101787</td>\n",
       "      <td>1826745</td>\n",
       "      <td>1249170</td>\n",
       "      <td>1507853</td>\n",
       "      <td>1851166</td>\n",
       "      <td>2061940</td>\n",
       "      <td>2244405</td>\n",
       "      <td>2238386</td>\n",
       "      <td>2357915</td>\n",
       "      <td>2227467</td>\n",
       "      <td>4539877</td>\n",
       "      <td>6382409</td>\n",
       "      <td>8948655</td>\n",
       "      <td>6840940</td>\n",
       "      <td>4684472</td>\n",
       "      <td>5193977</td>\n",
       "      <td>5946410</td>\n",
       "      <td>1531266</td>\n",
       "      <td>87051</td>\n",
       "      <td>55230</td>\n",
       "      <td>60857</td>\n",
       "      <td>65124</td>\n",
       "      <td>66800</td>\n",
       "      <td>64002</td>\n",
       "      <td>64008</td>\n",
       "      <td>64064</td>\n",
       "      <td>55449</td>\n",
       "      <td>114860</td>\n",
       "      <td>151841</td>\n",
       "      <td>200193</td>\n",
       "      <td>151295</td>\n",
       "      <td>101012</td>\n",
       "      <td>112072</td>\n",
       "      <td>117408</td>\n",
       "      <td>11828022</td>\n",
       "      <td>695946</td>\n",
       "      <td>496054</td>\n",
       "      <td>611940</td>\n",
       "      <td>693791</td>\n",
       "      <td>701941</td>\n",
       "      <td>687671</td>\n",
       "      <td>641055</td>\n",
       "      <td>631564</td>\n",
       "      <td>552205</td>\n",
       "      <td>1026948</td>\n",
       "      <td>1250361</td>\n",
       "      <td>1443669</td>\n",
       "      <td>912528</td>\n",
       "      <td>535124</td>\n",
       "      <td>523162</td>\n",
       "      <td>424063</td>\n",
       "      <td>52173330</td>\n",
       "      <td>1380305</td>\n",
       "      <td>930497</td>\n",
       "      <td>1112634</td>\n",
       "      <td>1398961</td>\n",
       "      <td>1604096</td>\n",
       "      <td>1794530</td>\n",
       "      <td>1821305</td>\n",
       "      <td>1942654</td>\n",
       "      <td>1866432</td>\n",
       "      <td>3859714</td>\n",
       "      <td>5551790</td>\n",
       "      <td>7965262</td>\n",
       "      <td>6206273</td>\n",
       "      <td>4305035</td>\n",
       "      <td>4814653</td>\n",
       "      <td>5619189</td>\n",
       "      <td>588204</td>\n",
       "      <td>52319</td>\n",
       "      <td>30207</td>\n",
       "      <td>32078</td>\n",
       "      <td>33671</td>\n",
       "      <td>34154</td>\n",
       "      <td>31589</td>\n",
       "      <td>29539</td>\n",
       "      <td>28025</td>\n",
       "      <td>25452</td>\n",
       "      <td>48644</td>\n",
       "      <td>60945</td>\n",
       "      <td>71138</td>\n",
       "      <td>43433</td>\n",
       "      <td>25141</td>\n",
       "      <td>24036</td>\n",
       "      <td>17833</td>\n",
       "      <td>8968231</td>\n",
       "      <td>792034</td>\n",
       "      <td>455922</td>\n",
       "      <td>499512</td>\n",
       "      <td>518512</td>\n",
       "      <td>507047</td>\n",
       "      <td>495583</td>\n",
       "      <td>448775</td>\n",
       "      <td>436240</td>\n",
       "      <td>386990</td>\n",
       "      <td>710968</td>\n",
       "      <td>879331</td>\n",
       "      <td>1049316</td>\n",
       "      <td>675911</td>\n",
       "      <td>410725</td>\n",
       "      <td>403672</td>\n",
       "      <td>297693</td>\n",
       "      <td>78697103</td>\n",
       "      <td>3094975</td>\n",
       "      <td>2023720</td>\n",
       "      <td>2394501</td>\n",
       "      <td>2797213</td>\n",
       "      <td>3003706</td>\n",
       "      <td>3169149</td>\n",
       "      <td>3096921</td>\n",
       "      <td>3203661</td>\n",
       "      <td>2976444</td>\n",
       "      <td>5953416</td>\n",
       "      <td>8184513</td>\n",
       "      <td>11193903</td>\n",
       "      <td>8407381</td>\n",
       "      <td>5707764</td>\n",
       "      <td>6336183</td>\n",
       "      <td>7153653</td>\n",
       "      <td>4112224</td>\n",
       "      <td>125716</td>\n",
       "      <td>82237</td>\n",
       "      <td>105968</td>\n",
       "      <td>116334</td>\n",
       "      <td>117899</td>\n",
       "      <td>123593</td>\n",
       "      <td>119687</td>\n",
       "      <td>126269</td>\n",
       "      <td>110904</td>\n",
       "      <td>235158</td>\n",
       "      <td>339262</td>\n",
       "      <td>520385</td>\n",
       "      <td>456200</td>\n",
       "      <td>352376</td>\n",
       "      <td>482975</td>\n",
       "      <td>697261</td>\n",
       "      <td>118263</td>\n",
       "      <td>6386</td>\n",
       "      <td>3138</td>\n",
       "      <td>3915</td>\n",
       "      <td>5069</td>\n",
       "      <td>5758</td>\n",
       "      <td>4828</td>\n",
       "      <td>5368</td>\n",
       "      <td>5092</td>\n",
       "      <td>4501</td>\n",
       "      <td>9547</td>\n",
       "      <td>13524</td>\n",
       "      <td>17094</td>\n",
       "      <td>11662</td>\n",
       "      <td>8384</td>\n",
       "      <td>8045</td>\n",
       "      <td>5952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019</td>\n",
       "      <td>60235481</td>\n",
       "      <td>1715071</td>\n",
       "      <td>1131283</td>\n",
       "      <td>1413817</td>\n",
       "      <td>1735393</td>\n",
       "      <td>1901196</td>\n",
       "      <td>2168232</td>\n",
       "      <td>2138823</td>\n",
       "      <td>2218152</td>\n",
       "      <td>2167818</td>\n",
       "      <td>4410560</td>\n",
       "      <td>6219030</td>\n",
       "      <td>9019654</td>\n",
       "      <td>7014878</td>\n",
       "      <td>4859632</td>\n",
       "      <td>5596342</td>\n",
       "      <td>6525600</td>\n",
       "      <td>1586427</td>\n",
       "      <td>84142</td>\n",
       "      <td>51976</td>\n",
       "      <td>57132</td>\n",
       "      <td>63737</td>\n",
       "      <td>63231</td>\n",
       "      <td>66735</td>\n",
       "      <td>62332</td>\n",
       "      <td>63923</td>\n",
       "      <td>58828</td>\n",
       "      <td>114529</td>\n",
       "      <td>154774</td>\n",
       "      <td>211647</td>\n",
       "      <td>161455</td>\n",
       "      <td>109683</td>\n",
       "      <td>127055</td>\n",
       "      <td>135248</td>\n",
       "      <td>12056862</td>\n",
       "      <td>657506</td>\n",
       "      <td>441697</td>\n",
       "      <td>576655</td>\n",
       "      <td>662906</td>\n",
       "      <td>657329</td>\n",
       "      <td>699986</td>\n",
       "      <td>627919</td>\n",
       "      <td>616327</td>\n",
       "      <td>559708</td>\n",
       "      <td>1047598</td>\n",
       "      <td>1287262</td>\n",
       "      <td>1544621</td>\n",
       "      <td>996626</td>\n",
       "      <td>594450</td>\n",
       "      <td>594105</td>\n",
       "      <td>492167</td>\n",
       "      <td>52161339</td>\n",
       "      <td>1293816</td>\n",
       "      <td>846596</td>\n",
       "      <td>1042326</td>\n",
       "      <td>1302160</td>\n",
       "      <td>1472544</td>\n",
       "      <td>1710288</td>\n",
       "      <td>1731854</td>\n",
       "      <td>1815621</td>\n",
       "      <td>1801275</td>\n",
       "      <td>3718561</td>\n",
       "      <td>5371002</td>\n",
       "      <td>7973440</td>\n",
       "      <td>6325394</td>\n",
       "      <td>4440880</td>\n",
       "      <td>5167757</td>\n",
       "      <td>6147825</td>\n",
       "      <td>596147</td>\n",
       "      <td>48774</td>\n",
       "      <td>27455</td>\n",
       "      <td>30607</td>\n",
       "      <td>34040</td>\n",
       "      <td>33075</td>\n",
       "      <td>31450</td>\n",
       "      <td>29421</td>\n",
       "      <td>27596</td>\n",
       "      <td>24883</td>\n",
       "      <td>48570</td>\n",
       "      <td>62153</td>\n",
       "      <td>74277</td>\n",
       "      <td>47545</td>\n",
       "      <td>27806</td>\n",
       "      <td>27135</td>\n",
       "      <td>21360</td>\n",
       "      <td>9021182</td>\n",
       "      <td>738063</td>\n",
       "      <td>416410</td>\n",
       "      <td>477859</td>\n",
       "      <td>499739</td>\n",
       "      <td>487478</td>\n",
       "      <td>497023</td>\n",
       "      <td>445055</td>\n",
       "      <td>425266</td>\n",
       "      <td>389051</td>\n",
       "      <td>713299</td>\n",
       "      <td>889741</td>\n",
       "      <td>1099489</td>\n",
       "      <td>712468</td>\n",
       "      <td>442584</td>\n",
       "      <td>445491</td>\n",
       "      <td>342166</td>\n",
       "      <td>79114031</td>\n",
       "      <td>2905334</td>\n",
       "      <td>1835765</td>\n",
       "      <td>2260298</td>\n",
       "      <td>2644006</td>\n",
       "      <td>2798228</td>\n",
       "      <td>3097905</td>\n",
       "      <td>2987441</td>\n",
       "      <td>3042945</td>\n",
       "      <td>2920590</td>\n",
       "      <td>5831826</td>\n",
       "      <td>8036071</td>\n",
       "      <td>11374396</td>\n",
       "      <td>8668826</td>\n",
       "      <td>5951212</td>\n",
       "      <td>6852461</td>\n",
       "      <td>7906727</td>\n",
       "      <td>4218984</td>\n",
       "      <td>120911</td>\n",
       "      <td>76021</td>\n",
       "      <td>101788</td>\n",
       "      <td>109829</td>\n",
       "      <td>111879</td>\n",
       "      <td>121178</td>\n",
       "      <td>116838</td>\n",
       "      <td>119449</td>\n",
       "      <td>109970</td>\n",
       "      <td>231649</td>\n",
       "      <td>327386</td>\n",
       "      <td>530832</td>\n",
       "      <td>469027</td>\n",
       "      <td>361333</td>\n",
       "      <td>519928</td>\n",
       "      <td>790966</td>\n",
       "      <td>122227</td>\n",
       "      <td>6037</td>\n",
       "      <td>3033</td>\n",
       "      <td>4189</td>\n",
       "      <td>4432</td>\n",
       "      <td>5463</td>\n",
       "      <td>5117</td>\n",
       "      <td>5653</td>\n",
       "      <td>5265</td>\n",
       "      <td>4265</td>\n",
       "      <td>9760</td>\n",
       "      <td>13149</td>\n",
       "      <td>18418</td>\n",
       "      <td>13169</td>\n",
       "      <td>8509</td>\n",
       "      <td>8934</td>\n",
       "      <td>6834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020</td>\n",
       "      <td>59387590</td>\n",
       "      <td>1592601</td>\n",
       "      <td>1038368</td>\n",
       "      <td>1276228</td>\n",
       "      <td>1586299</td>\n",
       "      <td>1772118</td>\n",
       "      <td>2011751</td>\n",
       "      <td>1997541</td>\n",
       "      <td>2128690</td>\n",
       "      <td>2051416</td>\n",
       "      <td>4257553</td>\n",
       "      <td>6062697</td>\n",
       "      <td>8858497</td>\n",
       "      <td>7058994</td>\n",
       "      <td>4988707</td>\n",
       "      <td>5779482</td>\n",
       "      <td>6926648</td>\n",
       "      <td>2851816</td>\n",
       "      <td>125482</td>\n",
       "      <td>79449</td>\n",
       "      <td>90610</td>\n",
       "      <td>111858</td>\n",
       "      <td>107785</td>\n",
       "      <td>120765</td>\n",
       "      <td>114473</td>\n",
       "      <td>119814</td>\n",
       "      <td>103184</td>\n",
       "      <td>212165</td>\n",
       "      <td>290706</td>\n",
       "      <td>389091</td>\n",
       "      <td>298766</td>\n",
       "      <td>202236</td>\n",
       "      <td>232906</td>\n",
       "      <td>252526</td>\n",
       "      <td>12303195</td>\n",
       "      <td>625160</td>\n",
       "      <td>407060</td>\n",
       "      <td>520010</td>\n",
       "      <td>619933</td>\n",
       "      <td>627561</td>\n",
       "      <td>669810</td>\n",
       "      <td>603712</td>\n",
       "      <td>625592</td>\n",
       "      <td>554894</td>\n",
       "      <td>1064974</td>\n",
       "      <td>1329932</td>\n",
       "      <td>1627507</td>\n",
       "      <td>1094412</td>\n",
       "      <td>673675</td>\n",
       "      <td>672995</td>\n",
       "      <td>585968</td>\n",
       "      <td>52221719</td>\n",
       "      <td>1237935</td>\n",
       "      <td>803970</td>\n",
       "      <td>978678</td>\n",
       "      <td>1229964</td>\n",
       "      <td>1406414</td>\n",
       "      <td>1626506</td>\n",
       "      <td>1653682</td>\n",
       "      <td>1772875</td>\n",
       "      <td>1732352</td>\n",
       "      <td>3644966</td>\n",
       "      <td>5306919</td>\n",
       "      <td>7906995</td>\n",
       "      <td>6414749</td>\n",
       "      <td>4586221</td>\n",
       "      <td>5366517</td>\n",
       "      <td>6552976</td>\n",
       "      <td>587302</td>\n",
       "      <td>46682</td>\n",
       "      <td>25151</td>\n",
       "      <td>29409</td>\n",
       "      <td>32267</td>\n",
       "      <td>31288</td>\n",
       "      <td>30348</td>\n",
       "      <td>28137</td>\n",
       "      <td>26292</td>\n",
       "      <td>24388</td>\n",
       "      <td>48244</td>\n",
       "      <td>61822</td>\n",
       "      <td>74401</td>\n",
       "      <td>48626</td>\n",
       "      <td>29627</td>\n",
       "      <td>27351</td>\n",
       "      <td>23269</td>\n",
       "      <td>9040538</td>\n",
       "      <td>695147</td>\n",
       "      <td>391144</td>\n",
       "      <td>434187</td>\n",
       "      <td>477804</td>\n",
       "      <td>477495</td>\n",
       "      <td>485051</td>\n",
       "      <td>431326</td>\n",
       "      <td>431147</td>\n",
       "      <td>384902</td>\n",
       "      <td>720417</td>\n",
       "      <td>908605</td>\n",
       "      <td>1116500</td>\n",
       "      <td>751727</td>\n",
       "      <td>467079</td>\n",
       "      <td>485014</td>\n",
       "      <td>382993</td>\n",
       "      <td>79849830</td>\n",
       "      <td>2784559</td>\n",
       "      <td>1737891</td>\n",
       "      <td>2094920</td>\n",
       "      <td>2513807</td>\n",
       "      <td>2694744</td>\n",
       "      <td>2976720</td>\n",
       "      <td>2874034</td>\n",
       "      <td>3025990</td>\n",
       "      <td>2844489</td>\n",
       "      <td>5794487</td>\n",
       "      <td>8063492</td>\n",
       "      <td>11445632</td>\n",
       "      <td>8943779</td>\n",
       "      <td>6242078</td>\n",
       "      <td>7235024</td>\n",
       "      <td>8578184</td>\n",
       "      <td>4332143</td>\n",
       "      <td>123552</td>\n",
       "      <td>76945</td>\n",
       "      <td>95406</td>\n",
       "      <td>109431</td>\n",
       "      <td>108883</td>\n",
       "      <td>117575</td>\n",
       "      <td>111201</td>\n",
       "      <td>117591</td>\n",
       "      <td>106736</td>\n",
       "      <td>226922</td>\n",
       "      <td>329043</td>\n",
       "      <td>530328</td>\n",
       "      <td>481167</td>\n",
       "      <td>374625</td>\n",
       "      <td>548975</td>\n",
       "      <td>873763</td>\n",
       "      <td>125511</td>\n",
       "      <td>5747</td>\n",
       "      <td>3063</td>\n",
       "      <td>3584</td>\n",
       "      <td>4300</td>\n",
       "      <td>5563</td>\n",
       "      <td>5419</td>\n",
       "      <td>5299</td>\n",
       "      <td>5389</td>\n",
       "      <td>4372</td>\n",
       "      <td>9323</td>\n",
       "      <td>13730</td>\n",
       "      <td>18428</td>\n",
       "      <td>13694</td>\n",
       "      <td>9307</td>\n",
       "      <td>10353</td>\n",
       "      <td>7940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021</td>\n",
       "      <td>58364673</td>\n",
       "      <td>1470498</td>\n",
       "      <td>923187</td>\n",
       "      <td>1094034</td>\n",
       "      <td>1373442</td>\n",
       "      <td>1570332</td>\n",
       "      <td>1768692</td>\n",
       "      <td>1811037</td>\n",
       "      <td>1922993</td>\n",
       "      <td>1855685</td>\n",
       "      <td>3936874</td>\n",
       "      <td>5689500</td>\n",
       "      <td>8581668</td>\n",
       "      <td>7039267</td>\n",
       "      <td>5217293</td>\n",
       "      <td>6262899</td>\n",
       "      <td>7847272</td>\n",
       "      <td>4219511</td>\n",
       "      <td>180554</td>\n",
       "      <td>110693</td>\n",
       "      <td>122324</td>\n",
       "      <td>148216</td>\n",
       "      <td>161344</td>\n",
       "      <td>170646</td>\n",
       "      <td>161112</td>\n",
       "      <td>173982</td>\n",
       "      <td>153712</td>\n",
       "      <td>308030</td>\n",
       "      <td>430545</td>\n",
       "      <td>577251</td>\n",
       "      <td>442615</td>\n",
       "      <td>315104</td>\n",
       "      <td>361463</td>\n",
       "      <td>401920</td>\n",
       "      <td>12811747</td>\n",
       "      <td>623317</td>\n",
       "      <td>384017</td>\n",
       "      <td>465069</td>\n",
       "      <td>572344</td>\n",
       "      <td>612411</td>\n",
       "      <td>643996</td>\n",
       "      <td>594831</td>\n",
       "      <td>614914</td>\n",
       "      <td>540267</td>\n",
       "      <td>1078460</td>\n",
       "      <td>1385852</td>\n",
       "      <td>1756246</td>\n",
       "      <td>1204891</td>\n",
       "      <td>786666</td>\n",
       "      <td>817725</td>\n",
       "      <td>730741</td>\n",
       "      <td>52129882</td>\n",
       "      <td>1180814</td>\n",
       "      <td>738714</td>\n",
       "      <td>870076</td>\n",
       "      <td>1092915</td>\n",
       "      <td>1271980</td>\n",
       "      <td>1455330</td>\n",
       "      <td>1524102</td>\n",
       "      <td>1632278</td>\n",
       "      <td>1597362</td>\n",
       "      <td>3413890</td>\n",
       "      <td>5034743</td>\n",
       "      <td>7725601</td>\n",
       "      <td>6447226</td>\n",
       "      <td>4828993</td>\n",
       "      <td>5851904</td>\n",
       "      <td>7463954</td>\n",
       "      <td>586386</td>\n",
       "      <td>43493</td>\n",
       "      <td>24104</td>\n",
       "      <td>25731</td>\n",
       "      <td>28465</td>\n",
       "      <td>29218</td>\n",
       "      <td>28622</td>\n",
       "      <td>27160</td>\n",
       "      <td>26901</td>\n",
       "      <td>23144</td>\n",
       "      <td>46300</td>\n",
       "      <td>62574</td>\n",
       "      <td>75838</td>\n",
       "      <td>52752</td>\n",
       "      <td>31633</td>\n",
       "      <td>33756</td>\n",
       "      <td>26695</td>\n",
       "      <td>9091444</td>\n",
       "      <td>662611</td>\n",
       "      <td>367870</td>\n",
       "      <td>385674</td>\n",
       "      <td>441031</td>\n",
       "      <td>457777</td>\n",
       "      <td>462476</td>\n",
       "      <td>419152</td>\n",
       "      <td>419137</td>\n",
       "      <td>372670</td>\n",
       "      <td>711067</td>\n",
       "      <td>916196</td>\n",
       "      <td>1146878</td>\n",
       "      <td>794755</td>\n",
       "      <td>515921</td>\n",
       "      <td>552946</td>\n",
       "      <td>465283</td>\n",
       "      <td>80755759</td>\n",
       "      <td>2697864</td>\n",
       "      <td>1619887</td>\n",
       "      <td>1872378</td>\n",
       "      <td>2285643</td>\n",
       "      <td>2530419</td>\n",
       "      <td>2754208</td>\n",
       "      <td>2725428</td>\n",
       "      <td>2862694</td>\n",
       "      <td>2684174</td>\n",
       "      <td>5579424</td>\n",
       "      <td>7869770</td>\n",
       "      <td>11449794</td>\n",
       "      <td>9168545</td>\n",
       "      <td>6701025</td>\n",
       "      <td>8021087</td>\n",
       "      <td>9933419</td>\n",
       "      <td>4471121</td>\n",
       "      <td>122405</td>\n",
       "      <td>69229</td>\n",
       "      <td>85783</td>\n",
       "      <td>104102</td>\n",
       "      <td>109086</td>\n",
       "      <td>109528</td>\n",
       "      <td>108140</td>\n",
       "      <td>112204</td>\n",
       "      <td>100405</td>\n",
       "      <td>223855</td>\n",
       "      <td>317681</td>\n",
       "      <td>520765</td>\n",
       "      <td>480421</td>\n",
       "      <td>396784</td>\n",
       "      <td>587560</td>\n",
       "      <td>1023173</td>\n",
       "      <td>126419</td>\n",
       "      <td>5562</td>\n",
       "      <td>2402</td>\n",
       "      <td>2895</td>\n",
       "      <td>4098</td>\n",
       "      <td>4379</td>\n",
       "      <td>6044</td>\n",
       "      <td>4892</td>\n",
       "      <td>5011</td>\n",
       "      <td>4099</td>\n",
       "      <td>8283</td>\n",
       "      <td>12758</td>\n",
       "      <td>18083</td>\n",
       "      <td>14854</td>\n",
       "      <td>9869</td>\n",
       "      <td>13375</td>\n",
       "      <td>9815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2022</td>\n",
       "      <td>57078202</td>\n",
       "      <td>1300976</td>\n",
       "      <td>805793</td>\n",
       "      <td>894674</td>\n",
       "      <td>1151633</td>\n",
       "      <td>1304156</td>\n",
       "      <td>1444111</td>\n",
       "      <td>1545230</td>\n",
       "      <td>1624968</td>\n",
       "      <td>1701826</td>\n",
       "      <td>3529295</td>\n",
       "      <td>5155884</td>\n",
       "      <td>8076548</td>\n",
       "      <td>6947917</td>\n",
       "      <td>5381454</td>\n",
       "      <td>6901114</td>\n",
       "      <td>9312623</td>\n",
       "      <td>5585416</td>\n",
       "      <td>219978</td>\n",
       "      <td>133267</td>\n",
       "      <td>139434</td>\n",
       "      <td>176004</td>\n",
       "      <td>197010</td>\n",
       "      <td>206857</td>\n",
       "      <td>196988</td>\n",
       "      <td>197653</td>\n",
       "      <td>206666</td>\n",
       "      <td>391369</td>\n",
       "      <td>548431</td>\n",
       "      <td>778972</td>\n",
       "      <td>594675</td>\n",
       "      <td>437828</td>\n",
       "      <td>532261</td>\n",
       "      <td>628023</td>\n",
       "      <td>13141075</td>\n",
       "      <td>590716</td>\n",
       "      <td>344340</td>\n",
       "      <td>390699</td>\n",
       "      <td>510092</td>\n",
       "      <td>561493</td>\n",
       "      <td>563298</td>\n",
       "      <td>553391</td>\n",
       "      <td>547287</td>\n",
       "      <td>556828</td>\n",
       "      <td>1053678</td>\n",
       "      <td>1390038</td>\n",
       "      <td>1861861</td>\n",
       "      <td>1328590</td>\n",
       "      <td>909295</td>\n",
       "      <td>1009459</td>\n",
       "      <td>970010</td>\n",
       "      <td>51985404</td>\n",
       "      <td>1084605</td>\n",
       "      <td>674226</td>\n",
       "      <td>743040</td>\n",
       "      <td>953370</td>\n",
       "      <td>1088001</td>\n",
       "      <td>1233352</td>\n",
       "      <td>1330448</td>\n",
       "      <td>1415084</td>\n",
       "      <td>1489355</td>\n",
       "      <td>3119735</td>\n",
       "      <td>4631959</td>\n",
       "      <td>7368189</td>\n",
       "      <td>6426968</td>\n",
       "      <td>5022141</td>\n",
       "      <td>6499144</td>\n",
       "      <td>8905787</td>\n",
       "      <td>601054</td>\n",
       "      <td>38673</td>\n",
       "      <td>22811</td>\n",
       "      <td>22321</td>\n",
       "      <td>25247</td>\n",
       "      <td>27079</td>\n",
       "      <td>26093</td>\n",
       "      <td>25027</td>\n",
       "      <td>26216</td>\n",
       "      <td>24338</td>\n",
       "      <td>46015</td>\n",
       "      <td>62103</td>\n",
       "      <td>81415</td>\n",
       "      <td>58535</td>\n",
       "      <td>37752</td>\n",
       "      <td>41459</td>\n",
       "      <td>35970</td>\n",
       "      <td>9135434</td>\n",
       "      <td>602833</td>\n",
       "      <td>352950</td>\n",
       "      <td>329873</td>\n",
       "      <td>396150</td>\n",
       "      <td>405310</td>\n",
       "      <td>412789</td>\n",
       "      <td>401399</td>\n",
       "      <td>381151</td>\n",
       "      <td>380660</td>\n",
       "      <td>695113</td>\n",
       "      <td>895529</td>\n",
       "      <td>1184139</td>\n",
       "      <td>849388</td>\n",
       "      <td>579021</td>\n",
       "      <td>657029</td>\n",
       "      <td>612100</td>\n",
       "      <td>81432908</td>\n",
       "      <td>2503187</td>\n",
       "      <td>1498443</td>\n",
       "      <td>1600812</td>\n",
       "      <td>2028300</td>\n",
       "      <td>2236899</td>\n",
       "      <td>2386079</td>\n",
       "      <td>2463465</td>\n",
       "      <td>2525965</td>\n",
       "      <td>2616615</td>\n",
       "      <td>5242942</td>\n",
       "      <td>7445194</td>\n",
       "      <td>11250047</td>\n",
       "      <td>9364651</td>\n",
       "      <td>7122680</td>\n",
       "      <td>9059762</td>\n",
       "      <td>12087867</td>\n",
       "      <td>4614696</td>\n",
       "      <td>117406</td>\n",
       "      <td>62132</td>\n",
       "      <td>76183</td>\n",
       "      <td>95738</td>\n",
       "      <td>101059</td>\n",
       "      <td>96230</td>\n",
       "      <td>97302</td>\n",
       "      <td>100515</td>\n",
       "      <td>105044</td>\n",
       "      <td>212760</td>\n",
       "      <td>297254</td>\n",
       "      <td>495656</td>\n",
       "      <td>480618</td>\n",
       "      <td>404046</td>\n",
       "      <td>624168</td>\n",
       "      <td>1248585</td>\n",
       "      <td>128607</td>\n",
       "      <td>5298</td>\n",
       "      <td>2385</td>\n",
       "      <td>2345</td>\n",
       "      <td>3665</td>\n",
       "      <td>4599</td>\n",
       "      <td>4783</td>\n",
       "      <td>4404</td>\n",
       "      <td>4850</td>\n",
       "      <td>4553</td>\n",
       "      <td>7619</td>\n",
       "      <td>12305</td>\n",
       "      <td>17432</td>\n",
       "      <td>15965</td>\n",
       "      <td>10876</td>\n",
       "      <td>14092</td>\n",
       "      <td>13436</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Year Total - WHITE Less than $10,000 - WHITE $10,000 to $14,999 - WHITE  \\\n",
       "0  2010      58911688                   1948633                    1532336   \n",
       "0  2011      59214878                   1978627                    1519727   \n",
       "0  2012      59360285                   2047785                    1532077   \n",
       "0  2013      59388987                   2110072                    1523283   \n",
       "0  2014      59439836                   2121832                    1508860   \n",
       "0  2015      59535040                   2105317                    1498318   \n",
       "0  2016      59642655                   2039704                    1437857   \n",
       "0  2017      59991642                   1938879                    1355699   \n",
       "0  2018      60101787                   1826745                    1249170   \n",
       "0  2019      60235481                   1715071                    1131283   \n",
       "0  2020      59387590                   1592601                    1038368   \n",
       "0  2021      58364673                   1470498                     923187   \n",
       "0  2022      57078202                   1300976                     805793   \n",
       "\n",
       "  $15,000 to $19,999 - WHITE $20,000 to $24,999 - WHITE  \\\n",
       "0                    1938268                    2298082   \n",
       "0                    1907024                    2241119   \n",
       "0                    1894499                    2263658   \n",
       "0                    1907237                    2269701   \n",
       "0                    1878772                    2220059   \n",
       "0                    1835564                    2211636   \n",
       "0                    1744284                    2119758   \n",
       "0                    1631461                    1989946   \n",
       "0                    1507853                    1851166   \n",
       "0                    1413817                    1735393   \n",
       "0                    1276228                    1586299   \n",
       "0                    1094034                    1373442   \n",
       "0                     894674                    1151633   \n",
       "\n",
       "  $25,000 to $29,999 - WHITE $30,000 to $34,999 - WHITE  \\\n",
       "0                    2444775                    2636813   \n",
       "0                    2438410                    2577313   \n",
       "0                    2445179                    2572776   \n",
       "0                    2413514                    2598190   \n",
       "0                    2393335                    2552258   \n",
       "0                    2343920                    2546686   \n",
       "0                    2266576                    2464053   \n",
       "0                    2155607                    2356052   \n",
       "0                    2061940                    2244405   \n",
       "0                    1901196                    2168232   \n",
       "0                    1772118                    2011751   \n",
       "0                    1570332                    1768692   \n",
       "0                    1304156                    1444111   \n",
       "\n",
       "  $35,000 to $39,999 - WHITE $40,000 to $44,999 - WHITE  \\\n",
       "0                    2607406                    2712406   \n",
       "0                    2574899                    2645805   \n",
       "0                    2539028                    2645077   \n",
       "0                    2509495                    2622665   \n",
       "0                    2507363                    2592005   \n",
       "0                    2476071                    2576229   \n",
       "0                    2428541                    2520843   \n",
       "0                    2350593                    2452001   \n",
       "0                    2238386                    2357915   \n",
       "0                    2138823                    2218152   \n",
       "0                    1997541                    2128690   \n",
       "0                    1811037                    1922993   \n",
       "0                    1545230                    1624968   \n",
       "\n",
       "  $45,000 to $49,999 - WHITE $50,000 to $59,999 - WHITE  \\\n",
       "0                    2569323                    5117256   \n",
       "0                    2493407                    5036889   \n",
       "0                    2466682                    4983082   \n",
       "0                    2474410                    4941092   \n",
       "0                    2430645                    4869804   \n",
       "0                    2426026                    4836277   \n",
       "0                    2377696                    4763290   \n",
       "0                    2307053                    4671088   \n",
       "0                    2227467                    4539877   \n",
       "0                    2167818                    4410560   \n",
       "0                    2051416                    4257553   \n",
       "0                    1855685                    3936874   \n",
       "0                    1701826                    3529295   \n",
       "\n",
       "  $60,000 to $74,999 - WHITE $75,000 to $99,999 - WHITE  \\\n",
       "0                    6976522                    9144424   \n",
       "0                    6872200                    9125849   \n",
       "0                    6785339                    9037989   \n",
       "0                    6678429                    8977124   \n",
       "0                    6638416                    8916065   \n",
       "0                    6636070                    8886367   \n",
       "0                    6582034                    8903133   \n",
       "0                    6527280                    8939181   \n",
       "0                    6382409                    8948655   \n",
       "0                    6219030                    9019654   \n",
       "0                    6062697                    8858497   \n",
       "0                    5689500                    8581668   \n",
       "0                    5155884                    8076548   \n",
       "\n",
       "  $100,000 to $124,999 - WHITE $125,000 to $149,999 - WHITE  \\\n",
       "0                      6139302                      3643319   \n",
       "0                      6253999                      3845473   \n",
       "0                      6300015                      3910489   \n",
       "0                      6305594                      3930676   \n",
       "0                      6341849                      4007982   \n",
       "0                      6399274                      4030552   \n",
       "0                      6513470                      4171733   \n",
       "0                      6715230                      4406728   \n",
       "0                      6840940                      4684472   \n",
       "0                      7014878                      4859632   \n",
       "0                      7058994                      4988707   \n",
       "0                      7039267                      5217293   \n",
       "0                      6947917                      5381454   \n",
       "\n",
       "  $150,000 to $199,999 - WHITE $200,000 or more - WHITE  \\\n",
       "0                      3601953                  3600870   \n",
       "0                      3854798                  3849339   \n",
       "0                      3962357                  3974253   \n",
       "0                      4041284                  4086221   \n",
       "0                      4168763                  4291828   \n",
       "0                      4252028                  4474705   \n",
       "0                      4478159                  4831524   \n",
       "0                      4833004                  5361840   \n",
       "0                      5193977                  5946410   \n",
       "0                      5596342                  6525600   \n",
       "0                      5779482                  6926648   \n",
       "0                      6262899                  7847272   \n",
       "0                      6901114                  9312623   \n",
       "\n",
       "  Total - TWO OR MORE RACES Less than $10,000 - TWO OR MORE RACES  \\\n",
       "0                   1094254                                 77672   \n",
       "0                   1165218                                 81270   \n",
       "0                   1231757                                 89274   \n",
       "0                   1292606                                 95043   \n",
       "0                   1346463                                 98752   \n",
       "0                   1382518                                 98001   \n",
       "0                   1427137                                 97547   \n",
       "0                   1474728                                 92307   \n",
       "0                   1531266                                 87051   \n",
       "0                   1586427                                 84142   \n",
       "0                   2851816                                125482   \n",
       "0                   4219511                                180554   \n",
       "0                   5585416                                219978   \n",
       "\n",
       "  $10,000 to $14,999 - TWO OR MORE RACES  \\\n",
       "0                                  49473   \n",
       "0                                  53564   \n",
       "0                                  56010   \n",
       "0                                  60411   \n",
       "0                                  61529   \n",
       "0                                  61490   \n",
       "0                                  60135   \n",
       "0                                  58452   \n",
       "0                                  55230   \n",
       "0                                  51976   \n",
       "0                                  79449   \n",
       "0                                 110693   \n",
       "0                                 133267   \n",
       "\n",
       "  $15,000 to $19,999 - TWO OR MORE RACES  \\\n",
       "0                                  54328   \n",
       "0                                  57557   \n",
       "0                                  61245   \n",
       "0                                  64836   \n",
       "0                                  68355   \n",
       "0                                  67528   \n",
       "0                                  65859   \n",
       "0                                  64392   \n",
       "0                                  60857   \n",
       "0                                  57132   \n",
       "0                                  90610   \n",
       "0                                 122324   \n",
       "0                                 139434   \n",
       "\n",
       "  $20,000 to $24,999 - TWO OR MORE RACES  \\\n",
       "0                                  57310   \n",
       "0                                  60213   \n",
       "0                                  65308   \n",
       "0                                  67913   \n",
       "0                                  69775   \n",
       "0                                  71567   \n",
       "0                                  69951   \n",
       "0                                  66228   \n",
       "0                                  65124   \n",
       "0                                  63737   \n",
       "0                                 111858   \n",
       "0                                 148216   \n",
       "0                                 176004   \n",
       "\n",
       "  $25,000 to $29,999 - TWO OR MORE RACES  \\\n",
       "0                                  56675   \n",
       "0                                  59521   \n",
       "0                                  63622   \n",
       "0                                  65351   \n",
       "0                                  67510   \n",
       "0                                  67634   \n",
       "0                                  68207   \n",
       "0                                  67125   \n",
       "0                                  66800   \n",
       "0                                  63231   \n",
       "0                                 107785   \n",
       "0                                 161344   \n",
       "0                                 197010   \n",
       "\n",
       "  $30,000 to $34,999 - TWO OR MORE RACES  \\\n",
       "0                                  56361   \n",
       "0                                  59343   \n",
       "0                                  60826   \n",
       "0                                  64759   \n",
       "0                                  65183   \n",
       "0                                  67031   \n",
       "0                                  67382   \n",
       "0                                  66416   \n",
       "0                                  64002   \n",
       "0                                  66735   \n",
       "0                                 120765   \n",
       "0                                 170646   \n",
       "0                                 206857   \n",
       "\n",
       "  $35,000 to $39,999 - TWO OR MORE RACES  \\\n",
       "0                                  53501   \n",
       "0                                  56434   \n",
       "0                                  59162   \n",
       "0                                  60421   \n",
       "0                                  62255   \n",
       "0                                  61764   \n",
       "0                                  61993   \n",
       "0                                  63043   \n",
       "0                                  64008   \n",
       "0                                  62332   \n",
       "0                                 114473   \n",
       "0                                 161112   \n",
       "0                                 196988   \n",
       "\n",
       "  $40,000 to $44,999 - TWO OR MORE RACES  \\\n",
       "0                                  54799   \n",
       "0                                  54835   \n",
       "0                                  58012   \n",
       "0                                  60668   \n",
       "0                                  60501   \n",
       "0                                  61918   \n",
       "0                                  62082   \n",
       "0                                  62166   \n",
       "0                                  64064   \n",
       "0                                  63923   \n",
       "0                                 119814   \n",
       "0                                 173982   \n",
       "0                                 197653   \n",
       "\n",
       "  $45,000 to $49,999 - TWO OR MORE RACES  \\\n",
       "0                                  48783   \n",
       "0                                  50756   \n",
       "0                                  53066   \n",
       "0                                  54378   \n",
       "0                                  55400   \n",
       "0                                  55790   \n",
       "0                                  56770   \n",
       "0                                  56288   \n",
       "0                                  55449   \n",
       "0                                  58828   \n",
       "0                                 103184   \n",
       "0                                 153712   \n",
       "0                                 206666   \n",
       "\n",
       "  $50,000 to $59,999 - TWO OR MORE RACES  \\\n",
       "0                                  92575   \n",
       "0                                  96152   \n",
       "0                                 100588   \n",
       "0                                 104972   \n",
       "0                                 108422   \n",
       "0                                 110063   \n",
       "0                                 112404   \n",
       "0                                 113171   \n",
       "0                                 114860   \n",
       "0                                 114529   \n",
       "0                                 212165   \n",
       "0                                 308030   \n",
       "0                                 391369   \n",
       "\n",
       "  $60,000 to $74,999 - TWO OR MORE RACES  \\\n",
       "0                                 118774   \n",
       "0                                 122290   \n",
       "0                                 127265   \n",
       "0                                 131665   \n",
       "0                                 134818   \n",
       "0                                 139689   \n",
       "0                                 143592   \n",
       "0                                 147572   \n",
       "0                                 151841   \n",
       "0                                 154774   \n",
       "0                                 290706   \n",
       "0                                 430545   \n",
       "0                                 548431   \n",
       "\n",
       "  $75,000 to $99,999 - TWO OR MORE RACES  \\\n",
       "0                                 146266   \n",
       "0                                 156627   \n",
       "0                                 160470   \n",
       "0                                 164940   \n",
       "0                                 170284   \n",
       "0                                 175484   \n",
       "0                                 183347   \n",
       "0                                 192584   \n",
       "0                                 200193   \n",
       "0                                 211647   \n",
       "0                                 389091   \n",
       "0                                 577251   \n",
       "0                                 778972   \n",
       "\n",
       "  $100,000 to $124,999 - TWO OR MORE RACES  \\\n",
       "0                                    89731   \n",
       "0                                    98038   \n",
       "0                                   104665   \n",
       "0                                   110529   \n",
       "0                                   117822   \n",
       "0                                   123538   \n",
       "0                                   129326   \n",
       "0                                   140100   \n",
       "0                                   151295   \n",
       "0                                   161455   \n",
       "0                                   298766   \n",
       "0                                   442615   \n",
       "0                                   594675   \n",
       "\n",
       "  $125,000 to $149,999 - TWO OR MORE RACES  \\\n",
       "0                                    49422   \n",
       "0                                    55785   \n",
       "0                                    59417   \n",
       "0                                    63685   \n",
       "0                                    69536   \n",
       "0                                    75103   \n",
       "0                                    81517   \n",
       "0                                    89949   \n",
       "0                                   101012   \n",
       "0                                   109683   \n",
       "0                                   202236   \n",
       "0                                   315104   \n",
       "0                                   437828   \n",
       "\n",
       "  $150,000 to $199,999 - TWO OR MORE RACES  \\\n",
       "0                                    49104   \n",
       "0                                    55944   \n",
       "0                                    61655   \n",
       "0                                    66372   \n",
       "0                                    72096   \n",
       "0                                    76005   \n",
       "0                                    85444   \n",
       "0                                    97144   \n",
       "0                                   112072   \n",
       "0                                   127055   \n",
       "0                                   232906   \n",
       "0                                   361463   \n",
       "0                                   532261   \n",
       "\n",
       "  $200,000 or more - TWO OR MORE RACES Total - HISPANIC OR LATINO  \\\n",
       "0                                39480                   10014699   \n",
       "0                                46889                   10225537   \n",
       "0                                51172                   10421026   \n",
       "0                                56663                   10610087   \n",
       "0                                64225                   10851719   \n",
       "0                                69913                   11085526   \n",
       "0                                81581                   11287158   \n",
       "0                                97791                   11575322   \n",
       "0                               117408                   11828022   \n",
       "0                               135248                   12056862   \n",
       "0                               252526                   12303195   \n",
       "0                               401920                   12811747   \n",
       "0                               628023                   13141075   \n",
       "\n",
       "  Less than $10,000 - HISPANIC OR LATINO  \\\n",
       "0                                 715730   \n",
       "0                                 732161   \n",
       "0                                 764008   \n",
       "0                                 791612   \n",
       "0                                 803446   \n",
       "0                                 800365   \n",
       "0                                 772693   \n",
       "0                                 733305   \n",
       "0                                 695946   \n",
       "0                                 657506   \n",
       "0                                 625160   \n",
       "0                                 623317   \n",
       "0                                 590716   \n",
       "\n",
       "  $10,000 to $14,999 - HISPANIC OR LATINO  \\\n",
       "0                                  573764   \n",
       "0                                  578032   \n",
       "0                                  592705   \n",
       "0                                  594633   \n",
       "0                                  597989   \n",
       "0                                  598818   \n",
       "0                                  576125   \n",
       "0                                  540863   \n",
       "0                                  496054   \n",
       "0                                  441697   \n",
       "0                                  407060   \n",
       "0                                  384017   \n",
       "0                                  344340   \n",
       "\n",
       "  $15,000 to $19,999 - HISPANIC OR LATINO  \\\n",
       "0                                  688181   \n",
       "0                                  695115   \n",
       "0                                  706792   \n",
       "0                                  728312   \n",
       "0                                  733600   \n",
       "0                                  725642   \n",
       "0                                  698301   \n",
       "0                                  657768   \n",
       "0                                  611940   \n",
       "0                                  576655   \n",
       "0                                  520010   \n",
       "0                                  465069   \n",
       "0                                  390699   \n",
       "\n",
       "  $20,000 to $24,999 - HISPANIC OR LATINO  \\\n",
       "0                                  726522   \n",
       "0                                  720522   \n",
       "0                                  736499   \n",
       "0                                  749395   \n",
       "0                                  751317   \n",
       "0                                  771997   \n",
       "0                                  756906   \n",
       "0                                  730455   \n",
       "0                                  693791   \n",
       "0                                  662906   \n",
       "0                                  619933   \n",
       "0                                  572344   \n",
       "0                                  510092   \n",
       "\n",
       "  $25,000 to $29,999 - HISPANIC OR LATINO  \\\n",
       "0                                  685039   \n",
       "0                                  699791   \n",
       "0                                  716426   \n",
       "0                                  715708   \n",
       "0                                  729214   \n",
       "0                                  734360   \n",
       "0                                  730607   \n",
       "0                                  711416   \n",
       "0                                  701941   \n",
       "0                                  657329   \n",
       "0                                  627561   \n",
       "0                                  612411   \n",
       "0                                  561493   \n",
       "\n",
       "  $30,000 to $34,999 - HISPANIC OR LATINO  \\\n",
       "0                                  671006   \n",
       "0                                  670463   \n",
       "0                                  674058   \n",
       "0                                  692694   \n",
       "0                                  694138   \n",
       "0                                  711165   \n",
       "0                                  703189   \n",
       "0                                  700497   \n",
       "0                                  687671   \n",
       "0                                  699986   \n",
       "0                                  669810   \n",
       "0                                  643996   \n",
       "0                                  563298   \n",
       "\n",
       "  $35,000 to $39,999 - HISPANIC OR LATINO  \\\n",
       "0                                  602951   \n",
       "0                                  610907   \n",
       "0                                  611906   \n",
       "0                                  611001   \n",
       "0                                  630605   \n",
       "0                                  634212   \n",
       "0                                  641440   \n",
       "0                                  648756   \n",
       "0                                  641055   \n",
       "0                                  627919   \n",
       "0                                  603712   \n",
       "0                                  594831   \n",
       "0                                  553391   \n",
       "\n",
       "  $40,000 to $44,999 - HISPANIC OR LATINO  \\\n",
       "0                                  570735   \n",
       "0                                  566429   \n",
       "0                                  577514   \n",
       "0                                  586250   \n",
       "0                                  596631   \n",
       "0                                  610820   \n",
       "0                                  621657   \n",
       "0                                  628957   \n",
       "0                                  631564   \n",
       "0                                  616327   \n",
       "0                                  625592   \n",
       "0                                  614914   \n",
       "0                                  547287   \n",
       "\n",
       "  $45,000 to $49,999 - HISPANIC OR LATINO  \\\n",
       "0                                  499871   \n",
       "0                                  497546   \n",
       "0                                  497746   \n",
       "0                                  509332   \n",
       "0                                  517174   \n",
       "0                                  531935   \n",
       "0                                  540788   \n",
       "0                                  546531   \n",
       "0                                  552205   \n",
       "0                                  559708   \n",
       "0                                  554894   \n",
       "0                                  540267   \n",
       "0                                  556828   \n",
       "\n",
       "  $50,000 to $59,999 - HISPANIC OR LATINO  \\\n",
       "0                                  881280   \n",
       "0                                  893073   \n",
       "0                                  896956   \n",
       "0                                  903508   \n",
       "0                                  917533   \n",
       "0                                  936572   \n",
       "0                                  959795   \n",
       "0                                  997651   \n",
       "0                                 1026948   \n",
       "0                                 1047598   \n",
       "0                                 1064974   \n",
       "0                                 1078460   \n",
       "0                                 1053678   \n",
       "\n",
       "  $60,000 to $74,999 - HISPANIC OR LATINO  \\\n",
       "0                                 1013042   \n",
       "0                                 1033601   \n",
       "0                                 1041631   \n",
       "0                                 1046244   \n",
       "0                                 1074647   \n",
       "0                                 1106323   \n",
       "0                                 1143222   \n",
       "0                                 1199707   \n",
       "0                                 1250361   \n",
       "0                                 1287262   \n",
       "0                                 1329932   \n",
       "0                                 1385852   \n",
       "0                                 1390038   \n",
       "\n",
       "  $75,000 to $99,999 - HISPANIC OR LATINO  \\\n",
       "0                                 1065701   \n",
       "0                                 1097939   \n",
       "0                                 1108681   \n",
       "0                                 1130797   \n",
       "0                                 1165026   \n",
       "0                                 1202264   \n",
       "0                                 1268062   \n",
       "0                                 1355767   \n",
       "0                                 1443669   \n",
       "0                                 1544621   \n",
       "0                                 1627507   \n",
       "0                                 1756246   \n",
       "0                                 1861861   \n",
       "\n",
       "  $100,000 to $124,999 - HISPANIC OR LATINO  \\\n",
       "0                                    584348   \n",
       "0                                    615682   \n",
       "0                                    638458   \n",
       "0                                    657349   \n",
       "0                                    684242   \n",
       "0                                    711957   \n",
       "0                                    759695   \n",
       "0                                    839699   \n",
       "0                                    912528   \n",
       "0                                    996626   \n",
       "0                                   1094412   \n",
       "0                                   1204891   \n",
       "0                                   1328590   \n",
       "\n",
       "  $125,000 to $149,999 - HISPANIC OR LATINO  \\\n",
       "0                                    303840   \n",
       "0                                    330209   \n",
       "0                                    343930   \n",
       "0                                    354108   \n",
       "0                                    372902   \n",
       "0                                    387687   \n",
       "0                                    420248   \n",
       "0                                    473900   \n",
       "0                                    535124   \n",
       "0                                    594450   \n",
       "0                                    673675   \n",
       "0                                    786666   \n",
       "0                                    909295   \n",
       "\n",
       "  $150,000 to $199,999 - HISPANIC OR LATINO  \\\n",
       "0                                    256317   \n",
       "0                                    286837   \n",
       "0                                    302814   \n",
       "0                                    314090   \n",
       "0                                    336640   \n",
       "0                                    355505   \n",
       "0                                    391624   \n",
       "0                                    453253   \n",
       "0                                    523162   \n",
       "0                                    594105   \n",
       "0                                    672995   \n",
       "0                                    817725   \n",
       "0                                   1009459   \n",
       "\n",
       "  $200,000 or more - HISPANIC OR LATINO Total - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                176372                              52880569   \n",
       "0                                197230                              52794890   \n",
       "0                                210902                              52569246   \n",
       "0                                225054                              52393198   \n",
       "0                                246615                              52211613   \n",
       "0                                265904                              52100817   \n",
       "0                                302806                              52071971   \n",
       "0                                356797                              52227621   \n",
       "0                                424063                              52173330   \n",
       "0                                492167                              52161339   \n",
       "0                                585968                              52221719   \n",
       "0                                730741                              52129882   \n",
       "0                                970010                              51985404   \n",
       "\n",
       "  Less than $10,000 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                           1550191   \n",
       "0                                           1554757   \n",
       "0                                           1587071   \n",
       "0                                           1622260   \n",
       "0                                           1622415   \n",
       "0                                           1600317   \n",
       "0                                           1547585   \n",
       "0                                           1469651   \n",
       "0                                           1380305   \n",
       "0                                           1293816   \n",
       "0                                           1237935   \n",
       "0                                           1180814   \n",
       "0                                           1084605   \n",
       "\n",
       "  $10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            1196108   \n",
       "0                                            1167179   \n",
       "0                                            1163328   \n",
       "0                                            1151287   \n",
       "0                                            1131377   \n",
       "0                                            1116566   \n",
       "0                                            1070480   \n",
       "0                                            1008852   \n",
       "0                                             930497   \n",
       "0                                             846596   \n",
       "0                                             803970   \n",
       "0                                             738714   \n",
       "0                                             674226   \n",
       "\n",
       "  $15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            1529473   \n",
       "0                                            1480901   \n",
       "0                                            1450440   \n",
       "0                                            1444481   \n",
       "0                                            1409008   \n",
       "0                                            1366843   \n",
       "0                                            1293043   \n",
       "0                                            1203898   \n",
       "0                                            1112634   \n",
       "0                                            1042326   \n",
       "0                                             978678   \n",
       "0                                             870076   \n",
       "0                                             743040   \n",
       "\n",
       "  $20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            1865641   \n",
       "0                                            1795289   \n",
       "0                                            1793704   \n",
       "0                                            1788740   \n",
       "0                                            1734873   \n",
       "0                                            1709331   \n",
       "0                                            1624747   \n",
       "0                                            1512632   \n",
       "0                                            1398961   \n",
       "0                                            1302160   \n",
       "0                                            1229964   \n",
       "0                                            1092915   \n",
       "0                                             953370   \n",
       "\n",
       "  $25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            2037969   \n",
       "0                                            2003476   \n",
       "0                                            1983456   \n",
       "0                                            1947993   \n",
       "0                                            1916664   \n",
       "0                                            1862969   \n",
       "0                                            1790703   \n",
       "0                                            1692646   \n",
       "0                                            1604096   \n",
       "0                                            1472544   \n",
       "0                                            1406414   \n",
       "0                                            1271980   \n",
       "0                                            1088001   \n",
       "\n",
       "  $30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            2238574   \n",
       "0                                            2163720   \n",
       "0                                            2139803   \n",
       "0                                            2150136   \n",
       "0                                            2098885   \n",
       "0                                            2079403   \n",
       "0                                            2003517   \n",
       "0                                            1898376   \n",
       "0                                            1794530   \n",
       "0                                            1710288   \n",
       "0                                            1626506   \n",
       "0                                            1455330   \n",
       "0                                            1233352   \n",
       "\n",
       "  $35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            2250268   \n",
       "0                                            2199120   \n",
       "0                                            2149023   \n",
       "0                                            2114288   \n",
       "0                                            2096131   \n",
       "0                                            2060867   \n",
       "0                                            2007653   \n",
       "0                                            1927146   \n",
       "0                                            1821305   \n",
       "0                                            1731854   \n",
       "0                                            1653682   \n",
       "0                                            1524102   \n",
       "0                                            1330448   \n",
       "\n",
       "  $40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            2376473   \n",
       "0                                            2297051   \n",
       "0                                            2274288   \n",
       "0                                            2241563   \n",
       "0                                            2200116   \n",
       "0                                            2171748   \n",
       "0                                            2108772   \n",
       "0                                            2036435   \n",
       "0                                            1942654   \n",
       "0                                            1815621   \n",
       "0                                            1772875   \n",
       "0                                            1632278   \n",
       "0                                            1415084   \n",
       "\n",
       "  $45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            2272537   \n",
       "0                                            2186093   \n",
       "0                                            2149090   \n",
       "0                                            2145395   \n",
       "0                                            2093062   \n",
       "0                                            2074662   \n",
       "0                                            2021146   \n",
       "0                                            1948302   \n",
       "0                                            1866432   \n",
       "0                                            1801275   \n",
       "0                                            1732352   \n",
       "0                                            1597362   \n",
       "0                                            1489355   \n",
       "\n",
       "  $50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            4592132   \n",
       "0                                            4480237   \n",
       "0                                            4398995   \n",
       "0                                            4345405   \n",
       "0                                            4259076   \n",
       "0                                            4210366   \n",
       "0                                            4125260   \n",
       "0                                            4008731   \n",
       "0                                            3859714   \n",
       "0                                            3718561   \n",
       "0                                            3644966   \n",
       "0                                            3413890   \n",
       "0                                            3119735   \n",
       "\n",
       "  $60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            6366908   \n",
       "0                                            6221844   \n",
       "0                                            6102227   \n",
       "0                                            5984482   \n",
       "0                                            5917903   \n",
       "0                                            5890249   \n",
       "0                                            5814682   \n",
       "0                                            5726478   \n",
       "0                                            5551790   \n",
       "0                                            5371002   \n",
       "0                                            5306919   \n",
       "0                                            5034743   \n",
       "0                                            4631959   \n",
       "\n",
       "  $75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            8494093   \n",
       "0                                            8425462   \n",
       "0                                            8299284   \n",
       "0                                            8214581   \n",
       "0                                            8119249   \n",
       "0                                            8060587   \n",
       "0                                            8033497   \n",
       "0                                            8012669   \n",
       "0                                            7965262   \n",
       "0                                            7973440   \n",
       "0                                            7906995   \n",
       "0                                            7725601   \n",
       "0                                            7368189   \n",
       "\n",
       "  $100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            5770399     \n",
       "0                                            5849257     \n",
       "0                                            5861874     \n",
       "0                                            5847584     \n",
       "0                                            5858378     \n",
       "0                                            5893322     \n",
       "0                                            5978009     \n",
       "0                                            6126189     \n",
       "0                                            6206273     \n",
       "0                                            6325394     \n",
       "0                                            6414749     \n",
       "0                                            6447226     \n",
       "0                                            6426968     \n",
       "\n",
       "  $125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            3441875     \n",
       "0                                            3620075     \n",
       "0                                            3667150     \n",
       "0                                            3676878     \n",
       "0                                            3740213     \n",
       "0                                            3751319     \n",
       "0                                            3869819     \n",
       "0                                            4068980     \n",
       "0                                            4305035     \n",
       "0                                            4440880     \n",
       "0                                            4586221     \n",
       "0                                            4828993     \n",
       "0                                            5022141     \n",
       "\n",
       "  $150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                            3427854     \n",
       "0                                            3651239     \n",
       "0                                            3740961     \n",
       "0                                            3809696     \n",
       "0                                            3918031     \n",
       "0                                            3987379     \n",
       "0                                            4189184     \n",
       "0                                            4502138     \n",
       "0                                            4814653     \n",
       "0                                            5167757     \n",
       "0                                            5366517     \n",
       "0                                            5851904     \n",
       "0                                            6499144     \n",
       "\n",
       "  $200,000 or more - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          3470074   \n",
       "0                                          3699190   \n",
       "0                                          3808552   \n",
       "0                                          3908429   \n",
       "0                                          4096232   \n",
       "0                                          4264889   \n",
       "0                                          4593874   \n",
       "0                                          5084498   \n",
       "0                                          5619189   \n",
       "0                                          6147825   \n",
       "0                                          6552976   \n",
       "0                                          7463954   \n",
       "0                                          8905787   \n",
       "\n",
       "  Total - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                    555791   \n",
       "0                                    558324   \n",
       "0                                    559154   \n",
       "0                                    558024   \n",
       "0                                    562496   \n",
       "0                                    560094   \n",
       "0                                    563037   \n",
       "0                                    574313   \n",
       "0                                    588204   \n",
       "0                                    596147   \n",
       "0                                    587302   \n",
       "0                                    586386   \n",
       "0                                    601054   \n",
       "\n",
       "  Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              57303      \n",
       "0                                              56780      \n",
       "0                                              56622      \n",
       "0                                              59057      \n",
       "0                                              59681      \n",
       "0                                              58359      \n",
       "0                                              56099      \n",
       "0                                              55383      \n",
       "0                                              52319      \n",
       "0                                              48774      \n",
       "0                                              46682      \n",
       "0                                              43493      \n",
       "0                                              38673      \n",
       "\n",
       "  $10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              35634       \n",
       "0                                              34639       \n",
       "0                                              34376       \n",
       "0                                              34045       \n",
       "0                                              34244       \n",
       "0                                              32921       \n",
       "0                                              32107       \n",
       "0                                              29966       \n",
       "0                                              30207       \n",
       "0                                              27455       \n",
       "0                                              25151       \n",
       "0                                              24104       \n",
       "0                                              22811       \n",
       "\n",
       "  $15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              36437       \n",
       "0                                              35618       \n",
       "0                                              35913       \n",
       "0                                              34994       \n",
       "0                                              34546       \n",
       "0                                              34574       \n",
       "0                                              33980       \n",
       "0                                              33011       \n",
       "0                                              32078       \n",
       "0                                              30607       \n",
       "0                                              29409       \n",
       "0                                              25731       \n",
       "0                                              22321       \n",
       "\n",
       "  $20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              37395       \n",
       "0                                              36180       \n",
       "0                                              36043       \n",
       "0                                              35981       \n",
       "0                                              36483       \n",
       "0                                              36899       \n",
       "0                                              36769       \n",
       "0                                              34795       \n",
       "0                                              33671       \n",
       "0                                              34040       \n",
       "0                                              32267       \n",
       "0                                              28465       \n",
       "0                                              25247       \n",
       "\n",
       "  $25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              34269       \n",
       "0                                              35036       \n",
       "0                                              35500       \n",
       "0                                              36306       \n",
       "0                                              36050       \n",
       "0                                              34643       \n",
       "0                                              33816       \n",
       "0                                              33863       \n",
       "0                                              34154       \n",
       "0                                              33075       \n",
       "0                                              31288       \n",
       "0                                              29218       \n",
       "0                                              27079       \n",
       "\n",
       "  $30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              34140       \n",
       "0                                              32851       \n",
       "0                                              32959       \n",
       "0                                              32512       \n",
       "0                                              33431       \n",
       "0                                              32742       \n",
       "0                                              32703       \n",
       "0                                              32189       \n",
       "0                                              31589       \n",
       "0                                              31450       \n",
       "0                                              30348       \n",
       "0                                              28622       \n",
       "0                                              26093       \n",
       "\n",
       "  $35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              31449       \n",
       "0                                              31393       \n",
       "0                                              30825       \n",
       "0                                              30040       \n",
       "0                                              30161       \n",
       "0                                              29888       \n",
       "0                                              28988       \n",
       "0                                              29183       \n",
       "0                                              29539       \n",
       "0                                              29421       \n",
       "0                                              28137       \n",
       "0                                              27160       \n",
       "0                                              25027       \n",
       "\n",
       "  $40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              29297       \n",
       "0                                              29213       \n",
       "0                                              28623       \n",
       "0                                              27843       \n",
       "0                                              27225       \n",
       "0                                              26678       \n",
       "0                                              27035       \n",
       "0                                              27678       \n",
       "0                                              28025       \n",
       "0                                              27596       \n",
       "0                                              26292       \n",
       "0                                              26901       \n",
       "0                                              26216       \n",
       "\n",
       "  $45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              25639       \n",
       "0                                              24985       \n",
       "0                                              25696       \n",
       "0                                              26722       \n",
       "0                                              27277       \n",
       "0                                              26466       \n",
       "0                                              25838       \n",
       "0                                              25849       \n",
       "0                                              25452       \n",
       "0                                              24883       \n",
       "0                                              24388       \n",
       "0                                              23144       \n",
       "0                                              24338       \n",
       "\n",
       "  $50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              45706       \n",
       "0                                              46877       \n",
       "0                                              45854       \n",
       "0                                              44835       \n",
       "0                                              44732       \n",
       "0                                              45883       \n",
       "0                                              46743       \n",
       "0                                              46936       \n",
       "0                                              48644       \n",
       "0                                              48570       \n",
       "0                                              48244       \n",
       "0                                              46300       \n",
       "0                                              46015       \n",
       "\n",
       "  $60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              53849       \n",
       "0                                              53843       \n",
       "0                                              54989       \n",
       "0                                              53667       \n",
       "0                                              55401       \n",
       "0                                              55021       \n",
       "0                                              55428       \n",
       "0                                              58754       \n",
       "0                                              60945       \n",
       "0                                              62153       \n",
       "0                                              61822       \n",
       "0                                              62574       \n",
       "0                                              62103       \n",
       "\n",
       "  $75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              61716       \n",
       "0                                              62931       \n",
       "0                                              62005       \n",
       "0                                              61417       \n",
       "0                                              61534       \n",
       "0                                              61895       \n",
       "0                                              64700       \n",
       "0                                              67158       \n",
       "0                                              71138       \n",
       "0                                              74277       \n",
       "0                                              74401       \n",
       "0                                              75838       \n",
       "0                                              81415       \n",
       "\n",
       "  $100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              32899         \n",
       "0                                              34744         \n",
       "0                                              35421         \n",
       "0                                              35106         \n",
       "0                                              34721         \n",
       "0                                              35423         \n",
       "0                                              36542         \n",
       "0                                              40055         \n",
       "0                                              43433         \n",
       "0                                              47545         \n",
       "0                                              48626         \n",
       "0                                              52752         \n",
       "0                                              58535         \n",
       "\n",
       "  $125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              16780         \n",
       "0                                              17973         \n",
       "0                                              18770         \n",
       "0                                              18918         \n",
       "0                                              19256         \n",
       "0                                              19813         \n",
       "0                                              20577         \n",
       "0                                              23081         \n",
       "0                                              25141         \n",
       "0                                              27806         \n",
       "0                                              29627         \n",
       "0                                              31633         \n",
       "0                                              37752         \n",
       "\n",
       "  $150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                              13352         \n",
       "0                                              14784         \n",
       "0                                              14997         \n",
       "0                                              16167         \n",
       "0                                              17118         \n",
       "0                                              17740         \n",
       "0                                              18968         \n",
       "0                                              21020         \n",
       "0                                              24036         \n",
       "0                                              27135         \n",
       "0                                              27351         \n",
       "0                                              33756         \n",
       "0                                              41459         \n",
       "\n",
       "  $200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                               9926     \n",
       "0                                              10477     \n",
       "0                                              10561     \n",
       "0                                              10414     \n",
       "0                                              10636     \n",
       "0                                              11149     \n",
       "0                                              12744     \n",
       "0                                              15392     \n",
       "0                                              17833     \n",
       "0                                              21360     \n",
       "0                                              23269     \n",
       "0                                              26695     \n",
       "0                                              35970     \n",
       "\n",
       "  Total - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                           8712387   \n",
       "0                           8749212   \n",
       "0                           8774634   \n",
       "0                           8793736   \n",
       "0                           8810561   \n",
       "0                           8833657   \n",
       "0                           8872012   \n",
       "0                           8922771   \n",
       "0                           8968231   \n",
       "0                           9021182   \n",
       "0                           9040538   \n",
       "0                           9091444   \n",
       "0                           9135434   \n",
       "\n",
       "  Less than $10,000 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        937549   \n",
       "0                                        939610   \n",
       "0                                        955451   \n",
       "0                                        974133   \n",
       "0                                        974402   \n",
       "0                                        959391   \n",
       "0                                        912616   \n",
       "0                                        853818   \n",
       "0                                        792034   \n",
       "0                                        738063   \n",
       "0                                        695147   \n",
       "0                                        662611   \n",
       "0                                        602833   \n",
       "\n",
       "  $10,000 to $14,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         553730   \n",
       "0                                         547353   \n",
       "0                                         546796   \n",
       "0                                         543961   \n",
       "0                                         543380   \n",
       "0                                         539984   \n",
       "0                                         521092   \n",
       "0                                         492670   \n",
       "0                                         455922   \n",
       "0                                         416410   \n",
       "0                                         391144   \n",
       "0                                         367870   \n",
       "0                                         352950   \n",
       "\n",
       "  $15,000 to $19,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         587412   \n",
       "0                                         579064   \n",
       "0                                         577000   \n",
       "0                                         582500   \n",
       "0                                         572118   \n",
       "0                                         569882   \n",
       "0                                         554929   \n",
       "0                                         529487   \n",
       "0                                         499512   \n",
       "0                                         477859   \n",
       "0                                         434187   \n",
       "0                                         385674   \n",
       "0                                         329873   \n",
       "\n",
       "  $20,000 to $24,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         578497   \n",
       "0                                         562621   \n",
       "0                                         564946   \n",
       "0                                         564980   \n",
       "0                                         556527   \n",
       "0                                         557757   \n",
       "0                                         547374   \n",
       "0                                         537392   \n",
       "0                                         518512   \n",
       "0                                         499739   \n",
       "0                                         477804   \n",
       "0                                         441031   \n",
       "0                                         396150   \n",
       "\n",
       "  $25,000 to $29,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         546990   \n",
       "0                                         548154   \n",
       "0                                         542334   \n",
       "0                                         535287   \n",
       "0                                         534924   \n",
       "0                                         528187   \n",
       "0                                         522161   \n",
       "0                                         508605   \n",
       "0                                         507047   \n",
       "0                                         487478   \n",
       "0                                         477495   \n",
       "0                                         457777   \n",
       "0                                         405310   \n",
       "\n",
       "  $30,000 to $34,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         526252   \n",
       "0                                         519996   \n",
       "0                                         517626   \n",
       "0                                         524316   \n",
       "0                                         515476   \n",
       "0                                         516673   \n",
       "0                                         510875   \n",
       "0                                         503709   \n",
       "0                                         495583   \n",
       "0                                         497023   \n",
       "0                                         485051   \n",
       "0                                         462476   \n",
       "0                                         412789   \n",
       "\n",
       "  $35,000 to $39,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         471577   \n",
       "0                                         470715   \n",
       "0                                         463028   \n",
       "0                                         454609   \n",
       "0                                         463218   \n",
       "0                                         461402   \n",
       "0                                         462262   \n",
       "0                                         460251   \n",
       "0                                         448775   \n",
       "0                                         445055   \n",
       "0                                         431326   \n",
       "0                                         419152   \n",
       "0                                         401399   \n",
       "\n",
       "  $40,000 to $44,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         439720   \n",
       "0                                         433789   \n",
       "0                                         436345   \n",
       "0                                         437598   \n",
       "0                                         433638   \n",
       "0                                         434808   \n",
       "0                                         441504   \n",
       "0                                         439244   \n",
       "0                                         436240   \n",
       "0                                         425266   \n",
       "0                                         431147   \n",
       "0                                         419137   \n",
       "0                                         381151   \n",
       "\n",
       "  $45,000 to $49,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         381828   \n",
       "0                                         378053   \n",
       "0                                         377186   \n",
       "0                                         378075   \n",
       "0                                         375523   \n",
       "0                                         376789   \n",
       "0                                         378304   \n",
       "0                                         383148   \n",
       "0                                         386990   \n",
       "0                                         389051   \n",
       "0                                         384902   \n",
       "0                                         372670   \n",
       "0                                         380660   \n",
       "\n",
       "  $50,000 to $59,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         706003   \n",
       "0                                         702858   \n",
       "0                                         694944   \n",
       "0                                         688024   \n",
       "0                                         690405   \n",
       "0                                         693851   \n",
       "0                                         697525   \n",
       "0                                         701771   \n",
       "0                                         710968   \n",
       "0                                         713299   \n",
       "0                                         720417   \n",
       "0                                         711067   \n",
       "0                                         695113   \n",
       "\n",
       "  $60,000 to $74,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         840954   \n",
       "0                                         835427   \n",
       "0                                         830877   \n",
       "0                                         824447   \n",
       "0                                         829835   \n",
       "0                                         833029   \n",
       "0                                         847103   \n",
       "0                                         865983   \n",
       "0                                         879331   \n",
       "0                                         889741   \n",
       "0                                         908605   \n",
       "0                                         916196   \n",
       "0                                         895529   \n",
       "\n",
       "  $75,000 to $99,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                         934659   \n",
       "0                                         943123   \n",
       "0                                         945813   \n",
       "0                                         938358   \n",
       "0                                         936260   \n",
       "0                                         946004   \n",
       "0                                         973502   \n",
       "0                                        1008632   \n",
       "0                                        1049316   \n",
       "0                                        1099489   \n",
       "0                                        1116500   \n",
       "0                                        1146878   \n",
       "0                                        1184139   \n",
       "\n",
       "  $100,000 to $124,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                           537724   \n",
       "0                                           552022   \n",
       "0                                           559084   \n",
       "0                                           563866   \n",
       "0                                           569024   \n",
       "0                                           582190   \n",
       "0                                           606021   \n",
       "0                                           641655   \n",
       "0                                           675911   \n",
       "0                                           712468   \n",
       "0                                           751727   \n",
       "0                                           794755   \n",
       "0                                           849388   \n",
       "\n",
       "  $125,000 to $149,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                           286568   \n",
       "0                                           310558   \n",
       "0                                           318524   \n",
       "0                                           320337   \n",
       "0                                           327646   \n",
       "0                                           330192   \n",
       "0                                           347557   \n",
       "0                                           375421   \n",
       "0                                           410725   \n",
       "0                                           442584   \n",
       "0                                           467079   \n",
       "0                                           515921   \n",
       "0                                           579021   \n",
       "\n",
       "  $150,000 to $199,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                           239070   \n",
       "0                                           263869   \n",
       "0                                           274293   \n",
       "0                                           283559   \n",
       "0                                           295955   \n",
       "0                                           303180   \n",
       "0                                           326626   \n",
       "0                                           365058   \n",
       "0                                           403672   \n",
       "0                                           445491   \n",
       "0                                           485014   \n",
       "0                                           552946   \n",
       "0                                           657029   \n",
       "\n",
       "  $200,000 or more - BLACK OR AFRICAN AMERICAN Total - ALL  \\\n",
       "0                                       143854    76254318   \n",
       "0                                       162000    76507230   \n",
       "0                                       170387    76595548   \n",
       "0                                       179686    76744358   \n",
       "0                                       192230    76958064   \n",
       "0                                       200338    77260546   \n",
       "0                                       222561    77608829   \n",
       "0                                       255927    78298703   \n",
       "0                                       297693    78697103   \n",
       "0                                       342166    79114031   \n",
       "0                                       382993    79849830   \n",
       "0                                       465283    80755759   \n",
       "0                                       612100    81432908   \n",
       "\n",
       "  Less than $10,000 - ALL $10,000 to $14,999 - ALL $15,000 to $19,999 - ALL  \\\n",
       "0                 3420397                  2470702                  2978947   \n",
       "0                 3445051                  2440090                  2931141   \n",
       "0                 3532325                  2452413                  2913501   \n",
       "0                 3626303                  2446045                  2939735   \n",
       "0                 3644405                  2430822                  2903502   \n",
       "0                 3603684                  2416398                  2854979   \n",
       "0                 3473834                  2325148                  2732326   \n",
       "0                 3293360                  2193054                  2571803   \n",
       "0                 3094975                  2023720                  2394501   \n",
       "0                 2905334                  1835765                  2260298   \n",
       "0                 2784559                  1737891                  2094920   \n",
       "0                 2697864                  1619887                  1872378   \n",
       "0                 2503187                  1498443                  1600812   \n",
       "\n",
       "  $20,000 to $24,999 - ALL $25,000 to $29,999 - ALL $30,000 to $34,999 - ALL  \\\n",
       "0                  3354646                  3451413                  3623367   \n",
       "0                  3258041                  3433148                  3540943   \n",
       "0                  3280090                  3427261                  3518545   \n",
       "0                  3294094                  3386967                  3557956   \n",
       "0                  3236751                  3372475                  3500868   \n",
       "0                  3238944                  3316566                  3505284   \n",
       "0                  3129559                  3234068                  3415293   \n",
       "0                  2973303                  3102727                  3299831   \n",
       "0                  2797213                  3003706                  3169149   \n",
       "0                  2644006                  2798228                  3097905   \n",
       "0                  2513807                  2694744                  2976720   \n",
       "0                  2285643                  2530419                  2754208   \n",
       "0                  2028300                  2236899                  2386079   \n",
       "\n",
       "  $35,000 to $39,999 - ALL $40,000 to $44,999 - ALL $45,000 to $49,999 - ALL  \\\n",
       "0                  3506271                  3574848                  3322558   \n",
       "0                  3462173                  3483109                  3227018   \n",
       "0                  3404990                  3475407                  3192303   \n",
       "0                  3362211                  3455584                  3205316   \n",
       "0                  3375653                  3421443                  3161651   \n",
       "0                  3345081                  3410791                  3161795   \n",
       "0                  3298592                  3365110                  3119078   \n",
       "0                  3223061                  3299053                  3053907   \n",
       "0                  3096921                  3203661                  2976444   \n",
       "0                  2987441                  3042945                  2920590   \n",
       "0                  2874034                  3025990                  2844489   \n",
       "0                  2725428                  2862694                  2684174   \n",
       "0                  2463465                  2525965                  2616615   \n",
       "\n",
       "  $50,000 to $59,999 - ALL $60,000 to $74,999 - ALL $75,000 to $99,999 - ALL  \\\n",
       "0                  6521687                  8701573                 11150808   \n",
       "0                  6417617                  8564978                 11129978   \n",
       "0                  6331522                  8450945                 11013771   \n",
       "0                  6277688                  8333886                 10949862   \n",
       "0                  6209852                  8311528                 10893333   \n",
       "0                  6191455                  8329595                 10894990   \n",
       "0                  6135416                  8306524                 10976695   \n",
       "0                  6061094                  8301045                 11095863   \n",
       "0                  5953416                  8184513                 11193903   \n",
       "0                  5831826                  8036071                 11374396   \n",
       "0                  5794487                  8063492                 11445632   \n",
       "0                  5579424                  7869770                 11449794   \n",
       "0                  5242942                  7445194                 11250047   \n",
       "\n",
       "  $100,000 to $124,999 - ALL $125,000 to $149,999 - ALL  \\\n",
       "0                    7388621                    4352723   \n",
       "0                    7517524                    4599709   \n",
       "0                    7572917                    4677597   \n",
       "0                    7589171                    4704903   \n",
       "0                    7642882                    4807897   \n",
       "0                    7743013                    4849003   \n",
       "0                    7917952                    5037554   \n",
       "0                    8207432                    5344243   \n",
       "0                    8407381                    5707764   \n",
       "0                    8668826                    5951212   \n",
       "0                    8943779                    6242078   \n",
       "0                    9168545                    6701025   \n",
       "0                    9364651                    7122680   \n",
       "\n",
       "  $150,000 to $199,999 - ALL $200,000 or more - ALL Total - ASIAN  \\\n",
       "0                    4292839                4142918       3328158   \n",
       "0                    4599029                4457681       3388892   \n",
       "0                    4729401                4622560       3463387   \n",
       "0                    4836963                4777674       3540886   \n",
       "0                    5002090                5042912       3639124   \n",
       "0                    5117814                5281154       3762671   \n",
       "0                    5410997                5730683       3859697   \n",
       "0                    5872950                6405977       4005243   \n",
       "0                    6336183                7153653       4112224   \n",
       "0                    6852461                7906727       4218984   \n",
       "0                    7235024                8578184       4332143   \n",
       "0                    8021087                9933419       4471121   \n",
       "0                    9059762               12087867       4614696   \n",
       "\n",
       "  Less than $10,000 - ASIAN $10,000 to $14,999 - ASIAN  \\\n",
       "0                    118082                      87558   \n",
       "0                    120373                      86644   \n",
       "0                    124482                      88864   \n",
       "0                    128970                      91719   \n",
       "0                    131440                      92641   \n",
       "0                    131914                      95761   \n",
       "0                    130798                      92607   \n",
       "0                    128815                      89018   \n",
       "0                    125716                      82237   \n",
       "0                    120911                      76021   \n",
       "0                    123552                      76945   \n",
       "0                    122405                      69229   \n",
       "0                    117406                      62132   \n",
       "\n",
       "  $15,000 to $19,999 - ASIAN $20,000 to $24,999 - ASIAN  \\\n",
       "0                     107288                     113868   \n",
       "0                     109935                     110510   \n",
       "0                     111991                     114413   \n",
       "0                     115550                     120085   \n",
       "0                     118090                     119715   \n",
       "0                     120921                     123210   \n",
       "0                     116806                     124199   \n",
       "0                     112067                     121052   \n",
       "0                     105968                     116334   \n",
       "0                     101788                     109829   \n",
       "0                      95406                     109431   \n",
       "0                      85783                     104102   \n",
       "0                      76183                      95738   \n",
       "\n",
       "  $25,000 to $29,999 - ASIAN $30,000 to $34,999 - ASIAN  \\\n",
       "0                     112515                     120453   \n",
       "0                     112972                     119385   \n",
       "0                     116049                     119757   \n",
       "0                     117620                     121469   \n",
       "0                     120372                     122853   \n",
       "0                     120163                     127892   \n",
       "0                     119419                     127136   \n",
       "0                     117734                     127190   \n",
       "0                     117899                     123593   \n",
       "0                     111879                     121178   \n",
       "0                     108883                     117575   \n",
       "0                     109086                     109528   \n",
       "0                     101059                      96230   \n",
       "\n",
       "  $35,000 to $39,999 - ASIAN $40,000 to $44,999 - ASIAN  \\\n",
       "0                     114324                     121630   \n",
       "0                     114400                     121822   \n",
       "0                     115371                     122370   \n",
       "0                     116581                     123697   \n",
       "0                     119985                     125724   \n",
       "0                     123215                     127465   \n",
       "0                     122560                     126541   \n",
       "0                     121336                     127673   \n",
       "0                     119687                     126269   \n",
       "0                     116838                     119449   \n",
       "0                     111201                     117591   \n",
       "0                     108140                     112204   \n",
       "0                      97302                     100515   \n",
       "\n",
       "  $45,000 to $49,999 - ASIAN $50,000 to $59,999 - ASIAN  \\\n",
       "0                     111948                     232406   \n",
       "0                     107338                     231698   \n",
       "0                     109241                     231174   \n",
       "0                     112031                     229381   \n",
       "0                     115432                     228259   \n",
       "0                     118036                     233001   \n",
       "0                     117347                     232346   \n",
       "0                     114365                     233769   \n",
       "0                     110904                     235158   \n",
       "0                     109970                     231649   \n",
       "0                     106736                     226922   \n",
       "0                     100405                     223855   \n",
       "0                     105044                     212760   \n",
       "\n",
       "  $60,000 to $74,999 - ASIAN $75,000 to $99,999 - ASIAN  \\\n",
       "0                     337973                     478980   \n",
       "0                     332624                     478426   \n",
       "0                     332526                     478210   \n",
       "0                     332159                     484875   \n",
       "0                     340560                     488129   \n",
       "0                     347244                     496968   \n",
       "0                     346544                     503749   \n",
       "0                     348596                     512893   \n",
       "0                     339262                     520385   \n",
       "0                     327386                     530832   \n",
       "0                     329043                     530328   \n",
       "0                     317681                     520765   \n",
       "0                     297254                     495656   \n",
       "\n",
       "  $100,000 to $124,999 - ASIAN $125,000 to $149,999 - ASIAN  \\\n",
       "0                       389856                       260767   \n",
       "0                       387676                       273799   \n",
       "0                       396247                       282175   \n",
       "0                       401069                       284358   \n",
       "0                       406564                       294445   \n",
       "0                       425530                       302375   \n",
       "0                       439334                       315407   \n",
       "0                       453574                       332100   \n",
       "0                       456200                       352376   \n",
       "0                       469027                       361333   \n",
       "0                       481167                       374625   \n",
       "0                       480421                       396784   \n",
       "0                       480618                       404046   \n",
       "\n",
       "  $150,000 to $199,999 - ASIAN $200,000 or more - ASIAN  \\\n",
       "0                       313871                   306639   \n",
       "0                       335085                   346205   \n",
       "0                       344564                   375953   \n",
       "0                       357584                   403738   \n",
       "0                       373704                   441211   \n",
       "0                       390303                   478673   \n",
       "0                       414963                   529941   \n",
       "0                       454197                   610864   \n",
       "0                       482975                   697261   \n",
       "0                       519928                   790966   \n",
       "0                       548975                   873763   \n",
       "0                       587560                  1023173   \n",
       "0                       624168                  1248585   \n",
       "\n",
       "  Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             104390   \n",
       "0                                             104170   \n",
       "0                                             106188   \n",
       "0                                             106590   \n",
       "0                                             107432   \n",
       "0                                             108849   \n",
       "0                                             110974   \n",
       "0                                             113325   \n",
       "0                                             118263   \n",
       "0                                             122227   \n",
       "0                                             125511   \n",
       "0                                             126419   \n",
       "0                                             128607   \n",
       "\n",
       "  Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               5518               \n",
       "0                                               5544               \n",
       "0                                               6083               \n",
       "0                                               6713               \n",
       "0                                               7320               \n",
       "0                                               7207               \n",
       "0                                               7063               \n",
       "0                                               6744               \n",
       "0                                               6386               \n",
       "0                                               6037               \n",
       "0                                               5747               \n",
       "0                                               5562               \n",
       "0                                               5298               \n",
       "\n",
       "  $10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               3143                \n",
       "0                                               3298                \n",
       "0                                               3932                \n",
       "0                                               3959                \n",
       "0                                               4034                \n",
       "0                                               4212                \n",
       "0                                               3986                \n",
       "0                                               3642                \n",
       "0                                               3138                \n",
       "0                                               3033                \n",
       "0                                               3063                \n",
       "0                                               2402                \n",
       "0                                               2385                \n",
       "\n",
       "  $15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               4186                \n",
       "0                                               4266                \n",
       "0                                               4261                \n",
       "0                                               4360                \n",
       "0                                               4457                \n",
       "0                                               5002                \n",
       "0                                               4695                \n",
       "0                                               3940                \n",
       "0                                               3915                \n",
       "0                                               4189                \n",
       "0                                               3584                \n",
       "0                                               2895                \n",
       "0                                               2345                \n",
       "\n",
       "  $20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               4925                \n",
       "0                                               4526                \n",
       "0                                               4686                \n",
       "0                                               4805                \n",
       "0                                               5038                \n",
       "0                                               5242                \n",
       "0                                               5338                \n",
       "0                                               5038                \n",
       "0                                               5069                \n",
       "0                                               4432                \n",
       "0                                               4300                \n",
       "0                                               4098                \n",
       "0                                               3665                \n",
       "\n",
       "  $25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               5250                \n",
       "0                                               5121                \n",
       "0                                               5116                \n",
       "0                                               5364                \n",
       "0                                               5008                \n",
       "0                                               5101                \n",
       "0                                               4942                \n",
       "0                                               5665                \n",
       "0                                               5758                \n",
       "0                                               5463                \n",
       "0                                               5563                \n",
       "0                                               4379                \n",
       "0                                               4599                \n",
       "\n",
       "  $30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               4635                \n",
       "0                                               5276                \n",
       "0                                               5561                \n",
       "0                                               5526                \n",
       "0                                               5538                \n",
       "0                                               5422                \n",
       "0                                               4902                \n",
       "0                                               4412                \n",
       "0                                               4828                \n",
       "0                                               5117                \n",
       "0                                               5419                \n",
       "0                                               6044                \n",
       "0                                               4783                \n",
       "\n",
       "  $35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               5855                \n",
       "0                                               5099                \n",
       "0                                               4926                \n",
       "0                                               4910                \n",
       "0                                               5334                \n",
       "0                                               5363                \n",
       "0                                               5264                \n",
       "0                                               5483                \n",
       "0                                               5368                \n",
       "0                                               5653                \n",
       "0                                               5299                \n",
       "0                                               4892                \n",
       "0                                               4404                \n",
       "\n",
       "  $40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               5227                \n",
       "0                                               5260                \n",
       "0                                               5397                \n",
       "0                                               5482                \n",
       "0                                               5041                \n",
       "0                                               5027                \n",
       "0                                               5369                \n",
       "0                                               5222                \n",
       "0                                               5092                \n",
       "0                                               5265                \n",
       "0                                               5389                \n",
       "0                                               5011                \n",
       "0                                               4850                \n",
       "\n",
       "  $45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               4215                \n",
       "0                                               4677                \n",
       "0                                               4962                \n",
       "0                                               5374                \n",
       "0                                               4905                \n",
       "0                                               5085                \n",
       "0                                               4996                \n",
       "0                                               4904                \n",
       "0                                               4501                \n",
       "0                                               4265                \n",
       "0                                               4372                \n",
       "0                                               4099                \n",
       "0                                               4553                \n",
       "\n",
       "  $50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               8749                \n",
       "0                                               8055                \n",
       "0                                               8538                \n",
       "0                                               8819                \n",
       "0                                               9174                \n",
       "0                                               9297                \n",
       "0                                               9922                \n",
       "0                                               9887                \n",
       "0                                               9547                \n",
       "0                                               9760                \n",
       "0                                               9323                \n",
       "0                                               8283                \n",
       "0                                               7619                \n",
       "\n",
       "  $60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                              12943                \n",
       "0                                              12050                \n",
       "0                                              12077                \n",
       "0                                              11923                \n",
       "0                                              11596                \n",
       "0                                              11803                \n",
       "0                                              12210                \n",
       "0                                              12712                \n",
       "0                                              13524                \n",
       "0                                              13149                \n",
       "0                                              13730                \n",
       "0                                              12758                \n",
       "0                                              12305                \n",
       "\n",
       "  $75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                              15396                \n",
       "0                                              15780                \n",
       "0                                              15216                \n",
       "0                                              14435                \n",
       "0                                              14485                \n",
       "0                                              14485                \n",
       "0                                              15509                \n",
       "0                                              16044                \n",
       "0                                              17094                \n",
       "0                                              18418                \n",
       "0                                              18428                \n",
       "0                                              18083                \n",
       "0                                              17432                \n",
       "\n",
       "  $100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               9877                  \n",
       "0                                              10324                  \n",
       "0                                              10220                  \n",
       "0                                               9502                  \n",
       "0                                              10045                  \n",
       "0                                              10041                  \n",
       "0                                              10195                  \n",
       "0                                              10738                  \n",
       "0                                              11662                  \n",
       "0                                              13169                  \n",
       "0                                              13694                  \n",
       "0                                              14854                  \n",
       "0                                              15965                  \n",
       "\n",
       "  $125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               6612                  \n",
       "0                                               6442                  \n",
       "0                                               6144                  \n",
       "0                                               6267                  \n",
       "0                                               5693                  \n",
       "0                                               5556                  \n",
       "0                                               6164                  \n",
       "0                                               7244                  \n",
       "0                                               8384                  \n",
       "0                                               8509                  \n",
       "0                                               9307                  \n",
       "0                                               9869                  \n",
       "0                                              10876                  \n",
       "\n",
       "  $150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                               4726                  \n",
       "0                                               5248                  \n",
       "0                                               5762                  \n",
       "0                                               5609                  \n",
       "0                                               5778                  \n",
       "0                                               6103                  \n",
       "0                                               5973                  \n",
       "0                                               6662                  \n",
       "0                                               8045                  \n",
       "0                                               8934                  \n",
       "0                                              10353                  \n",
       "0                                              13375                  \n",
       "0                                              14092                  \n",
       "\n",
       "  $200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \n",
       "0                                               3133             \n",
       "0                                               3204             \n",
       "0                                               3307             \n",
       "0                                               3542             \n",
       "0                                               3986             \n",
       "0                                               3903             \n",
       "0                                               4446             \n",
       "0                                               4988             \n",
       "0                                               5952             \n",
       "0                                               6834             \n",
       "0                                               7940             \n",
       "0                                               9815             \n",
       "0                                              13436             "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datasets = []\n",
    "for name in os.listdir('data/economic/USCB/FAMILY_INCOME_IN_THE_PAST_12_MONTHS/data/'):\n",
    "    datasets.append(name)\n",
    "\n",
    "main_df = pd.DataFrame(columns=['Year'])\n",
    "\n",
    "yrs = ['5Y2010', '5Y2011', '5Y2012', '5Y2013', '5Y2014', \n",
    "       '5Y2015', '5Y2016', '5Y2017', '5Y2018', '5Y2019', '5Y2020', \n",
    "       '5Y2021', '5Y2022']\n",
    "\n",
    "# Iterate over each year to concatenate files and add a 'year' column\n",
    "\n",
    "for yr in yrs:\n",
    "    tdf = pd.DataFrame(columns=['Year'])\n",
    "\n",
    "    files = []\n",
    "    for d in datasets:\n",
    "        if yr in d:\n",
    "            files.append(d)\n",
    "\n",
    "    for file in files:\n",
    "        # Read CSV and specify the header row\n",
    "        df = pd.read_csv('data/economic/USCB/FAMILY_INCOME_IN_THE_PAST_12_MONTHS/data/'+file, header=0)\n",
    "        \n",
    "        # Reset the index of the DataFrame\n",
    "        df = df.reset_index(drop=True)\n",
    "\n",
    "        lab = file\n",
    "        lab = lab.replace('-Data.csv', '')\n",
    "        lab = lab + '-Table-Notes.txt'\n",
    "\n",
    "        path = 'data/economic/USCB/FAMILY_INCOME_IN_THE_PAST_12_MONTHS/notes/'+lab\n",
    "        # Open the file in read mode\n",
    "        with open(path, \"r\") as File:\n",
    "            # Read the first six lines\n",
    "            first_six_lines = [File.readline() for _ in range(6)]\n",
    "\n",
    "        # Print the first six lines\n",
    "        lab1 = first_six_lines[-1]\n",
    "        lab1 = lab1.upper()\n",
    "\n",
    "        R_E = ['TWO OR MORE RACES HOUSEHOLDER',\n",
    "            'BLACK OR AFRICAN AMERICAN ALONE HOUSEHOLDER',\n",
    "            'WHITE ALONE HOUSEHOLDER',\n",
    "            'ASIAN ALONE HOUSEHOLDER',\n",
    "            'HISPANIC OR LATINO HOUSEHOLDER',\n",
    "            'WHITE ALONE, NOT HISPANIC OR LATINO HOUSEHOLDER',\n",
    "            'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER ALONE HOUSEHOLDER',\n",
    "            'AMERICAN INDIAN AND ALASKA NATIVE ALONE HOUSEHOLDER',\n",
    "           ]\n",
    "\n",
    "        lab2 = str(lab1)\n",
    "        for r_e in R_E:\n",
    "            if r_e in lab1:\n",
    "                lab2 = r_e\n",
    "\n",
    "        if lab2 == lab1:\n",
    "            lab2 = 'ALL'\n",
    "\n",
    "        # Set new headers, drop redundant rows, and reset index\n",
    "        new_headers = df.iloc[0]\n",
    "        df.columns = new_headers\n",
    "        df = df.drop(0)\n",
    "        df = df.reset_index(drop=True)\n",
    "\n",
    "        df = df.drop(columns=['Geography', 'Geographic Area Name'])\n",
    "        df = df.dropna(axis=1, how='all')\n",
    "\n",
    "        df.dropna(how='all', axis=1, inplace=True)\n",
    "        cols_to_drop = df.filter(regex='Margin of Error').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Median').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='MEDIAN').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Mean').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='MEAN').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='IMPUTED').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        \n",
    "        df.columns = df.columns.str.replace('Total:', 'Total')\n",
    "        df.columns = df.columns.str.replace(\"Estimate!!\", \"\")\n",
    "        df.columns = df.columns.str.replace(\"Total!!\", \"\")\n",
    "        \n",
    "        df.columns = [col + ' - ' + lab2 for col in df.columns]\n",
    "        df['Year'] = yr[2:]\n",
    "        \n",
    "        df.columns = df.columns.str.replace(\" HOUSEHOLDER\", \"\")\n",
    "        df.columns = df.columns.str.replace(\" ALONE\", \"\")\n",
    "        \n",
    "        # Merge files for same year\n",
    "        tdf = tdf.merge(df, how='outer', on='Year')\n",
    "        tdf.reset_index(drop=True, inplace=True)\n",
    "        \n",
    "    # concat different years\n",
    "    try:\n",
    "        main_df = pd.concat([main_df, tdf])\n",
    "        #main_df = main_df.sort_index(axis=1)\n",
    "    except:\n",
    "        pass\n",
    "        \n",
    "print(main_df.shape)\n",
    "main_df.head(main_df.shape[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "676524d8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WHITE\n",
      "HISPANIC OR LATINO\n",
      "WHITE, NOT HISPANIC OR LATINO\n",
      "BLACK OR AFRICAN AMERICAN\n",
      "ASIAN\n",
      "ALL\n",
      "NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER\n",
      "AMERICAN INDIAN AND ALASKA NATIVE\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Total - WHITE</th>\n",
       "      <th>Less than $10,000 - WHITE</th>\n",
       "      <th>$10,000 to $14,999 - WHITE</th>\n",
       "      <th>$15,000 to $19,999 - WHITE</th>\n",
       "      <th>$20,000 to $24,999 - WHITE</th>\n",
       "      <th>$25,000 to $29,999 - WHITE</th>\n",
       "      <th>$30,000 to $34,999 - WHITE</th>\n",
       "      <th>$35,000 to $39,999 - WHITE</th>\n",
       "      <th>$40,000 to $44,999 - WHITE</th>\n",
       "      <th>$45,000 to $49,999 - WHITE</th>\n",
       "      <th>$50,000 to $59,999 - WHITE</th>\n",
       "      <th>$60,000 to $74,999 - WHITE</th>\n",
       "      <th>$75,000 to $99,999 - WHITE</th>\n",
       "      <th>$100,000 to $124,999 - WHITE</th>\n",
       "      <th>$125,000 to $149,999 - WHITE</th>\n",
       "      <th>$150,000 to $199,999 - WHITE</th>\n",
       "      <th>$200,000 or more - WHITE</th>\n",
       "      <th>Total - TWO OR MORE RACES</th>\n",
       "      <th>Less than $10,000 - TWO OR MORE RACES</th>\n",
       "      <th>$10,000 to $14,999 - TWO OR MORE RACES</th>\n",
       "      <th>$15,000 to $19,999 - TWO OR MORE RACES</th>\n",
       "      <th>$20,000 to $24,999 - TWO OR MORE RACES</th>\n",
       "      <th>$25,000 to $29,999 - TWO OR MORE RACES</th>\n",
       "      <th>$30,000 to $34,999 - TWO OR MORE RACES</th>\n",
       "      <th>$35,000 to $39,999 - TWO OR MORE RACES</th>\n",
       "      <th>$40,000 to $44,999 - TWO OR MORE RACES</th>\n",
       "      <th>$45,000 to $49,999 - TWO OR MORE RACES</th>\n",
       "      <th>$50,000 to $59,999 - TWO OR MORE RACES</th>\n",
       "      <th>$60,000 to $74,999 - TWO OR MORE RACES</th>\n",
       "      <th>$75,000 to $99,999 - TWO OR MORE RACES</th>\n",
       "      <th>$100,000 to $124,999 - TWO OR MORE RACES</th>\n",
       "      <th>$125,000 to $149,999 - TWO OR MORE RACES</th>\n",
       "      <th>$150,000 to $199,999 - TWO OR MORE RACES</th>\n",
       "      <th>$200,000 or more - TWO OR MORE RACES</th>\n",
       "      <th>Total - HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - HISPANIC OR LATINO</th>\n",
       "      <th>Total - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Total - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Total - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Less than $10,000 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$10,000 to $14,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$15,000 to $19,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$20,000 to $24,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$25,000 to $29,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$30,000 to $34,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$35,000 to $39,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$40,000 to $44,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$45,000 to $49,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$50,000 to $59,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$60,000 to $74,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$75,000 to $99,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$100,000 to $124,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$125,000 to $149,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$150,000 to $199,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$200,000 or more - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Total - ALL</th>\n",
       "      <th>Less than $10,000 - ALL</th>\n",
       "      <th>$10,000 to $14,999 - ALL</th>\n",
       "      <th>$15,000 to $19,999 - ALL</th>\n",
       "      <th>$20,000 to $24,999 - ALL</th>\n",
       "      <th>$25,000 to $29,999 - ALL</th>\n",
       "      <th>$30,000 to $34,999 - ALL</th>\n",
       "      <th>$35,000 to $39,999 - ALL</th>\n",
       "      <th>$40,000 to $44,999 - ALL</th>\n",
       "      <th>$45,000 to $49,999 - ALL</th>\n",
       "      <th>$50,000 to $59,999 - ALL</th>\n",
       "      <th>$60,000 to $74,999 - ALL</th>\n",
       "      <th>$75,000 to $99,999 - ALL</th>\n",
       "      <th>$100,000 to $124,999 - ALL</th>\n",
       "      <th>$125,000 to $149,999 - ALL</th>\n",
       "      <th>$150,000 to $199,999 - ALL</th>\n",
       "      <th>$200,000 or more - ALL</th>\n",
       "      <th>Total - ASIAN</th>\n",
       "      <th>Less than $10,000 - ASIAN</th>\n",
       "      <th>$10,000 to $14,999 - ASIAN</th>\n",
       "      <th>$15,000 to $19,999 - ASIAN</th>\n",
       "      <th>$20,000 to $24,999 - ASIAN</th>\n",
       "      <th>$25,000 to $29,999 - ASIAN</th>\n",
       "      <th>$30,000 to $34,999 - ASIAN</th>\n",
       "      <th>$35,000 to $39,999 - ASIAN</th>\n",
       "      <th>$40,000 to $44,999 - ASIAN</th>\n",
       "      <th>$45,000 to $49,999 - ASIAN</th>\n",
       "      <th>$50,000 to $59,999 - ASIAN</th>\n",
       "      <th>$60,000 to $74,999 - ASIAN</th>\n",
       "      <th>$75,000 to $99,999 - ASIAN</th>\n",
       "      <th>$100,000 to $124,999 - ASIAN</th>\n",
       "      <th>$125,000 to $149,999 - ASIAN</th>\n",
       "      <th>$150,000 to $199,999 - ASIAN</th>\n",
       "      <th>$200,000 or more - ASIAN</th>\n",
       "      <th>Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>WHITE_DS</th>\n",
       "      <th>WHITE &lt; $25K</th>\n",
       "      <th>WHITE ≥ $200K</th>\n",
       "      <th>WHITE_DS_lower</th>\n",
       "      <th>WHITE_DS_middle</th>\n",
       "      <th>WHITE_DS_upper</th>\n",
       "      <th>HISPANIC OR LATINO_DS</th>\n",
       "      <th>HISPANIC OR LATINO &lt; $25K</th>\n",
       "      <th>HISPANIC OR LATINO ≥ $200K</th>\n",
       "      <th>HISPANIC OR LATINO_DS_lower</th>\n",
       "      <th>HISPANIC OR LATINO_DS_middle</th>\n",
       "      <th>HISPANIC OR LATINO_DS_upper</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO &lt; $25K</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO ≥ $200K</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_lower</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_middle</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_upper</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN &lt; $25K</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN ≥ $200K</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_lower</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_middle</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_upper</th>\n",
       "      <th>ASIAN_DS</th>\n",
       "      <th>ASIAN &lt; $25K</th>\n",
       "      <th>ASIAN ≥ $200K</th>\n",
       "      <th>ASIAN_DS_lower</th>\n",
       "      <th>ASIAN_DS_middle</th>\n",
       "      <th>ASIAN_DS_upper</th>\n",
       "      <th>ALL_DS</th>\n",
       "      <th>ALL &lt; $25K</th>\n",
       "      <th>ALL ≥ $200K</th>\n",
       "      <th>ALL_DS_lower</th>\n",
       "      <th>ALL_DS_middle</th>\n",
       "      <th>ALL_DS_upper</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER &lt; $25K</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER ≥ $200K</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_lower</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_middle</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_upper</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE &lt; $25K</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE ≥ $200K</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_lower</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_middle</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_upper</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2010</td>\n",
       "      <td>58911688</td>\n",
       "      <td>1948633.0</td>\n",
       "      <td>1532336.0</td>\n",
       "      <td>1938268.0</td>\n",
       "      <td>2298082.0</td>\n",
       "      <td>2444775.0</td>\n",
       "      <td>2636813.0</td>\n",
       "      <td>2607406.0</td>\n",
       "      <td>2712406.0</td>\n",
       "      <td>2569323.0</td>\n",
       "      <td>5117256.0</td>\n",
       "      <td>6976522.0</td>\n",
       "      <td>9144424.0</td>\n",
       "      <td>6139302.0</td>\n",
       "      <td>3643319.0</td>\n",
       "      <td>3601953.0</td>\n",
       "      <td>3600870.0</td>\n",
       "      <td>1094254</td>\n",
       "      <td>77672</td>\n",
       "      <td>49473</td>\n",
       "      <td>54328</td>\n",
       "      <td>57310</td>\n",
       "      <td>56675</td>\n",
       "      <td>56361</td>\n",
       "      <td>53501</td>\n",
       "      <td>54799</td>\n",
       "      <td>48783</td>\n",
       "      <td>92575</td>\n",
       "      <td>118774</td>\n",
       "      <td>146266</td>\n",
       "      <td>89731</td>\n",
       "      <td>49422</td>\n",
       "      <td>49104</td>\n",
       "      <td>39480</td>\n",
       "      <td>10014699</td>\n",
       "      <td>715730.0</td>\n",
       "      <td>573764.0</td>\n",
       "      <td>688181.0</td>\n",
       "      <td>726522.0</td>\n",
       "      <td>685039.0</td>\n",
       "      <td>671006.0</td>\n",
       "      <td>602951.0</td>\n",
       "      <td>570735.0</td>\n",
       "      <td>499871.0</td>\n",
       "      <td>881280.0</td>\n",
       "      <td>1013042.0</td>\n",
       "      <td>1065701.0</td>\n",
       "      <td>584348.0</td>\n",
       "      <td>303840.0</td>\n",
       "      <td>256317.0</td>\n",
       "      <td>176372.0</td>\n",
       "      <td>52880569</td>\n",
       "      <td>1550191.0</td>\n",
       "      <td>1196108.0</td>\n",
       "      <td>1529473.0</td>\n",
       "      <td>1865641.0</td>\n",
       "      <td>2037969.0</td>\n",
       "      <td>2238574.0</td>\n",
       "      <td>2250268.0</td>\n",
       "      <td>2376473.0</td>\n",
       "      <td>2272537.0</td>\n",
       "      <td>4592132.0</td>\n",
       "      <td>6366908.0</td>\n",
       "      <td>8494093.0</td>\n",
       "      <td>5770399.0</td>\n",
       "      <td>3441875.0</td>\n",
       "      <td>3427854.0</td>\n",
       "      <td>3470074.0</td>\n",
       "      <td>555791</td>\n",
       "      <td>57303.0</td>\n",
       "      <td>35634.0</td>\n",
       "      <td>36437.0</td>\n",
       "      <td>37395.0</td>\n",
       "      <td>34269.0</td>\n",
       "      <td>34140.0</td>\n",
       "      <td>31449.0</td>\n",
       "      <td>29297.0</td>\n",
       "      <td>25639.0</td>\n",
       "      <td>45706.0</td>\n",
       "      <td>53849.0</td>\n",
       "      <td>61716.0</td>\n",
       "      <td>32899.0</td>\n",
       "      <td>16780.0</td>\n",
       "      <td>13352.0</td>\n",
       "      <td>9926.0</td>\n",
       "      <td>8712387</td>\n",
       "      <td>937549.0</td>\n",
       "      <td>553730.0</td>\n",
       "      <td>587412.0</td>\n",
       "      <td>578497.0</td>\n",
       "      <td>546990.0</td>\n",
       "      <td>526252.0</td>\n",
       "      <td>471577.0</td>\n",
       "      <td>439720.0</td>\n",
       "      <td>381828.0</td>\n",
       "      <td>706003.0</td>\n",
       "      <td>840954.0</td>\n",
       "      <td>934659.0</td>\n",
       "      <td>537724.0</td>\n",
       "      <td>286568.0</td>\n",
       "      <td>239070.0</td>\n",
       "      <td>143854.0</td>\n",
       "      <td>76254318</td>\n",
       "      <td>3420397.0</td>\n",
       "      <td>2470702.0</td>\n",
       "      <td>2978947.0</td>\n",
       "      <td>3354646.0</td>\n",
       "      <td>3451413.0</td>\n",
       "      <td>3623367.0</td>\n",
       "      <td>3506271.0</td>\n",
       "      <td>3574848.0</td>\n",
       "      <td>3322558.0</td>\n",
       "      <td>6521687.0</td>\n",
       "      <td>8701573.0</td>\n",
       "      <td>11150808.0</td>\n",
       "      <td>7388621.0</td>\n",
       "      <td>4352723.0</td>\n",
       "      <td>4292839.0</td>\n",
       "      <td>4142918.0</td>\n",
       "      <td>3328158</td>\n",
       "      <td>118082.0</td>\n",
       "      <td>87558.0</td>\n",
       "      <td>107288.0</td>\n",
       "      <td>113868.0</td>\n",
       "      <td>112515.0</td>\n",
       "      <td>120453.0</td>\n",
       "      <td>114324.0</td>\n",
       "      <td>121630.0</td>\n",
       "      <td>111948.0</td>\n",
       "      <td>232406.0</td>\n",
       "      <td>337973.0</td>\n",
       "      <td>478980.0</td>\n",
       "      <td>389856.0</td>\n",
       "      <td>260767.0</td>\n",
       "      <td>313871.0</td>\n",
       "      <td>306639.0</td>\n",
       "      <td>104390</td>\n",
       "      <td>5518.0</td>\n",
       "      <td>3143.0</td>\n",
       "      <td>4186.0</td>\n",
       "      <td>4925.0</td>\n",
       "      <td>5250.0</td>\n",
       "      <td>4635.0</td>\n",
       "      <td>5855.0</td>\n",
       "      <td>5227.0</td>\n",
       "      <td>4215.0</td>\n",
       "      <td>8749.0</td>\n",
       "      <td>12943.0</td>\n",
       "      <td>15396.0</td>\n",
       "      <td>9877.0</td>\n",
       "      <td>6612.0</td>\n",
       "      <td>4726.0</td>\n",
       "      <td>3133.0</td>\n",
       "      <td>0.382571</td>\n",
       "      <td>13.099810</td>\n",
       "      <td>6.112318</td>\n",
       "      <td>0.397154</td>\n",
       "      <td>0.306549</td>\n",
       "      <td>0.508142</td>\n",
       "      <td>0.527314</td>\n",
       "      <td>27.002279</td>\n",
       "      <td>1.761131</td>\n",
       "      <td>0.420802</td>\n",
       "      <td>0.403519</td>\n",
       "      <td>0.601894</td>\n",
       "      <td>0.367501</td>\n",
       "      <td>11.613742</td>\n",
       "      <td>6.562097</td>\n",
       "      <td>0.393519</td>\n",
       "      <td>0.295817</td>\n",
       "      <td>0.504264</td>\n",
       "      <td>0.541289</td>\n",
       "      <td>30.498967</td>\n",
       "      <td>1.651143</td>\n",
       "      <td>0.497803</td>\n",
       "      <td>0.391760</td>\n",
       "      <td>0.612636</td>\n",
       "      <td>0.344599</td>\n",
       "      <td>12.823790</td>\n",
       "      <td>9.213475</td>\n",
       "      <td>0.426852</td>\n",
       "      <td>0.289983</td>\n",
       "      <td>0.456447</td>\n",
       "      <td>0.408479</td>\n",
       "      <td>16.031475</td>\n",
       "      <td>5.433027</td>\n",
       "      <td>0.424891</td>\n",
       "      <td>0.321385</td>\n",
       "      <td>0.514469</td>\n",
       "      <td>0.428521</td>\n",
       "      <td>17.024619</td>\n",
       "      <td>3.001245</td>\n",
       "      <td>0.435167</td>\n",
       "      <td>0.326777</td>\n",
       "      <td>0.593307</td>\n",
       "      <td>0.540621</td>\n",
       "      <td>30.005704</td>\n",
       "      <td>1.785923</td>\n",
       "      <td>0.490875</td>\n",
       "      <td>0.390034</td>\n",
       "      <td>0.607006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2011</td>\n",
       "      <td>59214878</td>\n",
       "      <td>1978627.0</td>\n",
       "      <td>1519727.0</td>\n",
       "      <td>1907024.0</td>\n",
       "      <td>2241119.0</td>\n",
       "      <td>2438410.0</td>\n",
       "      <td>2577313.0</td>\n",
       "      <td>2574899.0</td>\n",
       "      <td>2645805.0</td>\n",
       "      <td>2493407.0</td>\n",
       "      <td>5036889.0</td>\n",
       "      <td>6872200.0</td>\n",
       "      <td>9125849.0</td>\n",
       "      <td>6253999.0</td>\n",
       "      <td>3845473.0</td>\n",
       "      <td>3854798.0</td>\n",
       "      <td>3849339.0</td>\n",
       "      <td>1165218</td>\n",
       "      <td>81270</td>\n",
       "      <td>53564</td>\n",
       "      <td>57557</td>\n",
       "      <td>60213</td>\n",
       "      <td>59521</td>\n",
       "      <td>59343</td>\n",
       "      <td>56434</td>\n",
       "      <td>54835</td>\n",
       "      <td>50756</td>\n",
       "      <td>96152</td>\n",
       "      <td>122290</td>\n",
       "      <td>156627</td>\n",
       "      <td>98038</td>\n",
       "      <td>55785</td>\n",
       "      <td>55944</td>\n",
       "      <td>46889</td>\n",
       "      <td>10225537</td>\n",
       "      <td>732161.0</td>\n",
       "      <td>578032.0</td>\n",
       "      <td>695115.0</td>\n",
       "      <td>720522.0</td>\n",
       "      <td>699791.0</td>\n",
       "      <td>670463.0</td>\n",
       "      <td>610907.0</td>\n",
       "      <td>566429.0</td>\n",
       "      <td>497546.0</td>\n",
       "      <td>893073.0</td>\n",
       "      <td>1033601.0</td>\n",
       "      <td>1097939.0</td>\n",
       "      <td>615682.0</td>\n",
       "      <td>330209.0</td>\n",
       "      <td>286837.0</td>\n",
       "      <td>197230.0</td>\n",
       "      <td>52794890</td>\n",
       "      <td>1554757.0</td>\n",
       "      <td>1167179.0</td>\n",
       "      <td>1480901.0</td>\n",
       "      <td>1795289.0</td>\n",
       "      <td>2003476.0</td>\n",
       "      <td>2163720.0</td>\n",
       "      <td>2199120.0</td>\n",
       "      <td>2297051.0</td>\n",
       "      <td>2186093.0</td>\n",
       "      <td>4480237.0</td>\n",
       "      <td>6221844.0</td>\n",
       "      <td>8425462.0</td>\n",
       "      <td>5849257.0</td>\n",
       "      <td>3620075.0</td>\n",
       "      <td>3651239.0</td>\n",
       "      <td>3699190.0</td>\n",
       "      <td>558324</td>\n",
       "      <td>56780.0</td>\n",
       "      <td>34639.0</td>\n",
       "      <td>35618.0</td>\n",
       "      <td>36180.0</td>\n",
       "      <td>35036.0</td>\n",
       "      <td>32851.0</td>\n",
       "      <td>31393.0</td>\n",
       "      <td>29213.0</td>\n",
       "      <td>24985.0</td>\n",
       "      <td>46877.0</td>\n",
       "      <td>53843.0</td>\n",
       "      <td>62931.0</td>\n",
       "      <td>34744.0</td>\n",
       "      <td>17973.0</td>\n",
       "      <td>14784.0</td>\n",
       "      <td>10477.0</td>\n",
       "      <td>8749212</td>\n",
       "      <td>939610.0</td>\n",
       "      <td>547353.0</td>\n",
       "      <td>579064.0</td>\n",
       "      <td>562621.0</td>\n",
       "      <td>548154.0</td>\n",
       "      <td>519996.0</td>\n",
       "      <td>470715.0</td>\n",
       "      <td>433789.0</td>\n",
       "      <td>378053.0</td>\n",
       "      <td>702858.0</td>\n",
       "      <td>835427.0</td>\n",
       "      <td>943123.0</td>\n",
       "      <td>552022.0</td>\n",
       "      <td>310558.0</td>\n",
       "      <td>263869.0</td>\n",
       "      <td>162000.0</td>\n",
       "      <td>76507230</td>\n",
       "      <td>3445051.0</td>\n",
       "      <td>2440090.0</td>\n",
       "      <td>2931141.0</td>\n",
       "      <td>3258041.0</td>\n",
       "      <td>3433148.0</td>\n",
       "      <td>3540943.0</td>\n",
       "      <td>3462173.0</td>\n",
       "      <td>3483109.0</td>\n",
       "      <td>3227018.0</td>\n",
       "      <td>6417617.0</td>\n",
       "      <td>8564978.0</td>\n",
       "      <td>11129978.0</td>\n",
       "      <td>7517524.0</td>\n",
       "      <td>4599709.0</td>\n",
       "      <td>4599029.0</td>\n",
       "      <td>4457681.0</td>\n",
       "      <td>3388892</td>\n",
       "      <td>120373.0</td>\n",
       "      <td>86644.0</td>\n",
       "      <td>109935.0</td>\n",
       "      <td>110510.0</td>\n",
       "      <td>112972.0</td>\n",
       "      <td>119385.0</td>\n",
       "      <td>114400.0</td>\n",
       "      <td>121822.0</td>\n",
       "      <td>107338.0</td>\n",
       "      <td>231698.0</td>\n",
       "      <td>332624.0</td>\n",
       "      <td>478426.0</td>\n",
       "      <td>387676.0</td>\n",
       "      <td>273799.0</td>\n",
       "      <td>335085.0</td>\n",
       "      <td>346205.0</td>\n",
       "      <td>104170</td>\n",
       "      <td>5544.0</td>\n",
       "      <td>3298.0</td>\n",
       "      <td>4266.0</td>\n",
       "      <td>4526.0</td>\n",
       "      <td>5121.0</td>\n",
       "      <td>5276.0</td>\n",
       "      <td>5099.0</td>\n",
       "      <td>5260.0</td>\n",
       "      <td>4677.0</td>\n",
       "      <td>8055.0</td>\n",
       "      <td>12050.0</td>\n",
       "      <td>15780.0</td>\n",
       "      <td>10324.0</td>\n",
       "      <td>6442.0</td>\n",
       "      <td>5248.0</td>\n",
       "      <td>3204.0</td>\n",
       "      <td>0.377157</td>\n",
       "      <td>12.913135</td>\n",
       "      <td>6.500628</td>\n",
       "      <td>0.403007</td>\n",
       "      <td>0.305375</td>\n",
       "      <td>0.500074</td>\n",
       "      <td>0.522405</td>\n",
       "      <td>26.657084</td>\n",
       "      <td>1.928798</td>\n",
       "      <td>0.424969</td>\n",
       "      <td>0.401374</td>\n",
       "      <td>0.591998</td>\n",
       "      <td>0.361107</td>\n",
       "      <td>11.361187</td>\n",
       "      <td>7.006720</td>\n",
       "      <td>0.399495</td>\n",
       "      <td>0.293946</td>\n",
       "      <td>0.495943</td>\n",
       "      <td>0.535861</td>\n",
       "      <td>30.044397</td>\n",
       "      <td>1.851595</td>\n",
       "      <td>0.502335</td>\n",
       "      <td>0.390717</td>\n",
       "      <td>0.599195</td>\n",
       "      <td>0.337783</td>\n",
       "      <td>12.613621</td>\n",
       "      <td>10.215876</td>\n",
       "      <td>0.432396</td>\n",
       "      <td>0.290232</td>\n",
       "      <td>0.437733</td>\n",
       "      <td>0.402729</td>\n",
       "      <td>15.781937</td>\n",
       "      <td>5.826483</td>\n",
       "      <td>0.430248</td>\n",
       "      <td>0.320132</td>\n",
       "      <td>0.505322</td>\n",
       "      <td>0.426092</td>\n",
       "      <td>16.928098</td>\n",
       "      <td>3.075742</td>\n",
       "      <td>0.449190</td>\n",
       "      <td>0.328422</td>\n",
       "      <td>0.590535</td>\n",
       "      <td>0.533676</td>\n",
       "      <td>29.233384</td>\n",
       "      <td>1.876509</td>\n",
       "      <td>0.494262</td>\n",
       "      <td>0.387332</td>\n",
       "      <td>0.604006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2012</td>\n",
       "      <td>59360285</td>\n",
       "      <td>2047785.0</td>\n",
       "      <td>1532077.0</td>\n",
       "      <td>1894499.0</td>\n",
       "      <td>2263658.0</td>\n",
       "      <td>2445179.0</td>\n",
       "      <td>2572776.0</td>\n",
       "      <td>2539028.0</td>\n",
       "      <td>2645077.0</td>\n",
       "      <td>2466682.0</td>\n",
       "      <td>4983082.0</td>\n",
       "      <td>6785339.0</td>\n",
       "      <td>9037989.0</td>\n",
       "      <td>6300015.0</td>\n",
       "      <td>3910489.0</td>\n",
       "      <td>3962357.0</td>\n",
       "      <td>3974253.0</td>\n",
       "      <td>1231757</td>\n",
       "      <td>89274</td>\n",
       "      <td>56010</td>\n",
       "      <td>61245</td>\n",
       "      <td>65308</td>\n",
       "      <td>63622</td>\n",
       "      <td>60826</td>\n",
       "      <td>59162</td>\n",
       "      <td>58012</td>\n",
       "      <td>53066</td>\n",
       "      <td>100588</td>\n",
       "      <td>127265</td>\n",
       "      <td>160470</td>\n",
       "      <td>104665</td>\n",
       "      <td>59417</td>\n",
       "      <td>61655</td>\n",
       "      <td>51172</td>\n",
       "      <td>10421026</td>\n",
       "      <td>764008.0</td>\n",
       "      <td>592705.0</td>\n",
       "      <td>706792.0</td>\n",
       "      <td>736499.0</td>\n",
       "      <td>716426.0</td>\n",
       "      <td>674058.0</td>\n",
       "      <td>611906.0</td>\n",
       "      <td>577514.0</td>\n",
       "      <td>497746.0</td>\n",
       "      <td>896956.0</td>\n",
       "      <td>1041631.0</td>\n",
       "      <td>1108681.0</td>\n",
       "      <td>638458.0</td>\n",
       "      <td>343930.0</td>\n",
       "      <td>302814.0</td>\n",
       "      <td>210902.0</td>\n",
       "      <td>52569246</td>\n",
       "      <td>1587071.0</td>\n",
       "      <td>1163328.0</td>\n",
       "      <td>1450440.0</td>\n",
       "      <td>1793704.0</td>\n",
       "      <td>1983456.0</td>\n",
       "      <td>2139803.0</td>\n",
       "      <td>2149023.0</td>\n",
       "      <td>2274288.0</td>\n",
       "      <td>2149090.0</td>\n",
       "      <td>4398995.0</td>\n",
       "      <td>6102227.0</td>\n",
       "      <td>8299284.0</td>\n",
       "      <td>5861874.0</td>\n",
       "      <td>3667150.0</td>\n",
       "      <td>3740961.0</td>\n",
       "      <td>3808552.0</td>\n",
       "      <td>559154</td>\n",
       "      <td>56622.0</td>\n",
       "      <td>34376.0</td>\n",
       "      <td>35913.0</td>\n",
       "      <td>36043.0</td>\n",
       "      <td>35500.0</td>\n",
       "      <td>32959.0</td>\n",
       "      <td>30825.0</td>\n",
       "      <td>28623.0</td>\n",
       "      <td>25696.0</td>\n",
       "      <td>45854.0</td>\n",
       "      <td>54989.0</td>\n",
       "      <td>62005.0</td>\n",
       "      <td>35421.0</td>\n",
       "      <td>18770.0</td>\n",
       "      <td>14997.0</td>\n",
       "      <td>10561.0</td>\n",
       "      <td>8774634</td>\n",
       "      <td>955451.0</td>\n",
       "      <td>546796.0</td>\n",
       "      <td>577000.0</td>\n",
       "      <td>564946.0</td>\n",
       "      <td>542334.0</td>\n",
       "      <td>517626.0</td>\n",
       "      <td>463028.0</td>\n",
       "      <td>436345.0</td>\n",
       "      <td>377186.0</td>\n",
       "      <td>694944.0</td>\n",
       "      <td>830877.0</td>\n",
       "      <td>945813.0</td>\n",
       "      <td>559084.0</td>\n",
       "      <td>318524.0</td>\n",
       "      <td>274293.0</td>\n",
       "      <td>170387.0</td>\n",
       "      <td>76595548</td>\n",
       "      <td>3532325.0</td>\n",
       "      <td>2452413.0</td>\n",
       "      <td>2913501.0</td>\n",
       "      <td>3280090.0</td>\n",
       "      <td>3427261.0</td>\n",
       "      <td>3518545.0</td>\n",
       "      <td>3404990.0</td>\n",
       "      <td>3475407.0</td>\n",
       "      <td>3192303.0</td>\n",
       "      <td>6331522.0</td>\n",
       "      <td>8450945.0</td>\n",
       "      <td>11013771.0</td>\n",
       "      <td>7572917.0</td>\n",
       "      <td>4677597.0</td>\n",
       "      <td>4729401.0</td>\n",
       "      <td>4622560.0</td>\n",
       "      <td>3463387</td>\n",
       "      <td>124482.0</td>\n",
       "      <td>88864.0</td>\n",
       "      <td>111991.0</td>\n",
       "      <td>114413.0</td>\n",
       "      <td>116049.0</td>\n",
       "      <td>119757.0</td>\n",
       "      <td>115371.0</td>\n",
       "      <td>122370.0</td>\n",
       "      <td>109241.0</td>\n",
       "      <td>231174.0</td>\n",
       "      <td>332526.0</td>\n",
       "      <td>478210.0</td>\n",
       "      <td>396247.0</td>\n",
       "      <td>282175.0</td>\n",
       "      <td>344564.0</td>\n",
       "      <td>375953.0</td>\n",
       "      <td>106188</td>\n",
       "      <td>6083.0</td>\n",
       "      <td>3932.0</td>\n",
       "      <td>4261.0</td>\n",
       "      <td>4686.0</td>\n",
       "      <td>5116.0</td>\n",
       "      <td>5561.0</td>\n",
       "      <td>4926.0</td>\n",
       "      <td>5397.0</td>\n",
       "      <td>4962.0</td>\n",
       "      <td>8538.0</td>\n",
       "      <td>12077.0</td>\n",
       "      <td>15216.0</td>\n",
       "      <td>10220.0</td>\n",
       "      <td>6144.0</td>\n",
       "      <td>5762.0</td>\n",
       "      <td>3307.0</td>\n",
       "      <td>0.376217</td>\n",
       "      <td>13.035684</td>\n",
       "      <td>6.695138</td>\n",
       "      <td>0.406727</td>\n",
       "      <td>0.306404</td>\n",
       "      <td>0.495994</td>\n",
       "      <td>0.522252</td>\n",
       "      <td>26.868794</td>\n",
       "      <td>2.023812</td>\n",
       "      <td>0.428097</td>\n",
       "      <td>0.402150</td>\n",
       "      <td>0.587672</td>\n",
       "      <td>0.359214</td>\n",
       "      <td>11.403137</td>\n",
       "      <td>7.244829</td>\n",
       "      <td>0.402900</td>\n",
       "      <td>0.294335</td>\n",
       "      <td>0.491478</td>\n",
       "      <td>0.534775</td>\n",
       "      <td>30.134510</td>\n",
       "      <td>1.941813</td>\n",
       "      <td>0.504626</td>\n",
       "      <td>0.389677</td>\n",
       "      <td>0.593872</td>\n",
       "      <td>0.335421</td>\n",
       "      <td>12.697108</td>\n",
       "      <td>10.855068</td>\n",
       "      <td>0.432505</td>\n",
       "      <td>0.292052</td>\n",
       "      <td>0.429184</td>\n",
       "      <td>0.401558</td>\n",
       "      <td>15.899526</td>\n",
       "      <td>6.035024</td>\n",
       "      <td>0.433281</td>\n",
       "      <td>0.320838</td>\n",
       "      <td>0.500651</td>\n",
       "      <td>0.432316</td>\n",
       "      <td>17.857008</td>\n",
       "      <td>3.114288</td>\n",
       "      <td>0.464328</td>\n",
       "      <td>0.333227</td>\n",
       "      <td>0.578797</td>\n",
       "      <td>0.532499</td>\n",
       "      <td>29.142955</td>\n",
       "      <td>1.888746</td>\n",
       "      <td>0.493715</td>\n",
       "      <td>0.388171</td>\n",
       "      <td>0.605616</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013</td>\n",
       "      <td>59388987</td>\n",
       "      <td>2110072.0</td>\n",
       "      <td>1523283.0</td>\n",
       "      <td>1907237.0</td>\n",
       "      <td>2269701.0</td>\n",
       "      <td>2413514.0</td>\n",
       "      <td>2598190.0</td>\n",
       "      <td>2509495.0</td>\n",
       "      <td>2622665.0</td>\n",
       "      <td>2474410.0</td>\n",
       "      <td>4941092.0</td>\n",
       "      <td>6678429.0</td>\n",
       "      <td>8977124.0</td>\n",
       "      <td>6305594.0</td>\n",
       "      <td>3930676.0</td>\n",
       "      <td>4041284.0</td>\n",
       "      <td>4086221.0</td>\n",
       "      <td>1292606</td>\n",
       "      <td>95043</td>\n",
       "      <td>60411</td>\n",
       "      <td>64836</td>\n",
       "      <td>67913</td>\n",
       "      <td>65351</td>\n",
       "      <td>64759</td>\n",
       "      <td>60421</td>\n",
       "      <td>60668</td>\n",
       "      <td>54378</td>\n",
       "      <td>104972</td>\n",
       "      <td>131665</td>\n",
       "      <td>164940</td>\n",
       "      <td>110529</td>\n",
       "      <td>63685</td>\n",
       "      <td>66372</td>\n",
       "      <td>56663</td>\n",
       "      <td>10610087</td>\n",
       "      <td>791612.0</td>\n",
       "      <td>594633.0</td>\n",
       "      <td>728312.0</td>\n",
       "      <td>749395.0</td>\n",
       "      <td>715708.0</td>\n",
       "      <td>692694.0</td>\n",
       "      <td>611001.0</td>\n",
       "      <td>586250.0</td>\n",
       "      <td>509332.0</td>\n",
       "      <td>903508.0</td>\n",
       "      <td>1046244.0</td>\n",
       "      <td>1130797.0</td>\n",
       "      <td>657349.0</td>\n",
       "      <td>354108.0</td>\n",
       "      <td>314090.0</td>\n",
       "      <td>225054.0</td>\n",
       "      <td>52393198</td>\n",
       "      <td>1622260.0</td>\n",
       "      <td>1151287.0</td>\n",
       "      <td>1444481.0</td>\n",
       "      <td>1788740.0</td>\n",
       "      <td>1947993.0</td>\n",
       "      <td>2150136.0</td>\n",
       "      <td>2114288.0</td>\n",
       "      <td>2241563.0</td>\n",
       "      <td>2145395.0</td>\n",
       "      <td>4345405.0</td>\n",
       "      <td>5984482.0</td>\n",
       "      <td>8214581.0</td>\n",
       "      <td>5847584.0</td>\n",
       "      <td>3676878.0</td>\n",
       "      <td>3809696.0</td>\n",
       "      <td>3908429.0</td>\n",
       "      <td>558024</td>\n",
       "      <td>59057.0</td>\n",
       "      <td>34045.0</td>\n",
       "      <td>34994.0</td>\n",
       "      <td>35981.0</td>\n",
       "      <td>36306.0</td>\n",
       "      <td>32512.0</td>\n",
       "      <td>30040.0</td>\n",
       "      <td>27843.0</td>\n",
       "      <td>26722.0</td>\n",
       "      <td>44835.0</td>\n",
       "      <td>53667.0</td>\n",
       "      <td>61417.0</td>\n",
       "      <td>35106.0</td>\n",
       "      <td>18918.0</td>\n",
       "      <td>16167.0</td>\n",
       "      <td>10414.0</td>\n",
       "      <td>8793736</td>\n",
       "      <td>974133.0</td>\n",
       "      <td>543961.0</td>\n",
       "      <td>582500.0</td>\n",
       "      <td>564980.0</td>\n",
       "      <td>535287.0</td>\n",
       "      <td>524316.0</td>\n",
       "      <td>454609.0</td>\n",
       "      <td>437598.0</td>\n",
       "      <td>378075.0</td>\n",
       "      <td>688024.0</td>\n",
       "      <td>824447.0</td>\n",
       "      <td>938358.0</td>\n",
       "      <td>563866.0</td>\n",
       "      <td>320337.0</td>\n",
       "      <td>283559.0</td>\n",
       "      <td>179686.0</td>\n",
       "      <td>76744358</td>\n",
       "      <td>3626303.0</td>\n",
       "      <td>2446045.0</td>\n",
       "      <td>2939735.0</td>\n",
       "      <td>3294094.0</td>\n",
       "      <td>3386967.0</td>\n",
       "      <td>3557956.0</td>\n",
       "      <td>3362211.0</td>\n",
       "      <td>3455584.0</td>\n",
       "      <td>3205316.0</td>\n",
       "      <td>6277688.0</td>\n",
       "      <td>8333886.0</td>\n",
       "      <td>10949862.0</td>\n",
       "      <td>7589171.0</td>\n",
       "      <td>4704903.0</td>\n",
       "      <td>4836963.0</td>\n",
       "      <td>4777674.0</td>\n",
       "      <td>3540886</td>\n",
       "      <td>128970.0</td>\n",
       "      <td>91719.0</td>\n",
       "      <td>115550.0</td>\n",
       "      <td>120085.0</td>\n",
       "      <td>117620.0</td>\n",
       "      <td>121469.0</td>\n",
       "      <td>116581.0</td>\n",
       "      <td>123697.0</td>\n",
       "      <td>112031.0</td>\n",
       "      <td>229381.0</td>\n",
       "      <td>332159.0</td>\n",
       "      <td>484875.0</td>\n",
       "      <td>401069.0</td>\n",
       "      <td>284358.0</td>\n",
       "      <td>357584.0</td>\n",
       "      <td>403738.0</td>\n",
       "      <td>106590</td>\n",
       "      <td>6713.0</td>\n",
       "      <td>3959.0</td>\n",
       "      <td>4360.0</td>\n",
       "      <td>4805.0</td>\n",
       "      <td>5364.0</td>\n",
       "      <td>5526.0</td>\n",
       "      <td>4910.0</td>\n",
       "      <td>5482.0</td>\n",
       "      <td>5374.0</td>\n",
       "      <td>8819.0</td>\n",
       "      <td>11923.0</td>\n",
       "      <td>14435.0</td>\n",
       "      <td>9502.0</td>\n",
       "      <td>6267.0</td>\n",
       "      <td>5609.0</td>\n",
       "      <td>3542.0</td>\n",
       "      <td>0.375583</td>\n",
       "      <td>13.151080</td>\n",
       "      <td>6.880436</td>\n",
       "      <td>0.410005</td>\n",
       "      <td>0.307027</td>\n",
       "      <td>0.491520</td>\n",
       "      <td>0.521650</td>\n",
       "      <td>26.992729</td>\n",
       "      <td>2.121132</td>\n",
       "      <td>0.429520</td>\n",
       "      <td>0.401543</td>\n",
       "      <td>0.583429</td>\n",
       "      <td>0.358026</td>\n",
       "      <td>11.464786</td>\n",
       "      <td>7.459802</td>\n",
       "      <td>0.406043</td>\n",
       "      <td>0.294736</td>\n",
       "      <td>0.486735</td>\n",
       "      <td>0.534788</td>\n",
       "      <td>30.312190</td>\n",
       "      <td>2.043341</td>\n",
       "      <td>0.507126</td>\n",
       "      <td>0.390233</td>\n",
       "      <td>0.587789</td>\n",
       "      <td>0.334082</td>\n",
       "      <td>12.887283</td>\n",
       "      <td>11.402174</td>\n",
       "      <td>0.430687</td>\n",
       "      <td>0.292602</td>\n",
       "      <td>0.419508</td>\n",
       "      <td>0.401000</td>\n",
       "      <td>16.035286</td>\n",
       "      <td>6.225440</td>\n",
       "      <td>0.436041</td>\n",
       "      <td>0.321457</td>\n",
       "      <td>0.495572</td>\n",
       "      <td>0.439328</td>\n",
       "      <td>18.610564</td>\n",
       "      <td>3.323013</td>\n",
       "      <td>0.475288</td>\n",
       "      <td>0.341018</td>\n",
       "      <td>0.563205</td>\n",
       "      <td>0.533897</td>\n",
       "      <td>29.403216</td>\n",
       "      <td>1.866228</td>\n",
       "      <td>0.501709</td>\n",
       "      <td>0.390307</td>\n",
       "      <td>0.600481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2014</td>\n",
       "      <td>59439836</td>\n",
       "      <td>2121832.0</td>\n",
       "      <td>1508860.0</td>\n",
       "      <td>1878772.0</td>\n",
       "      <td>2220059.0</td>\n",
       "      <td>2393335.0</td>\n",
       "      <td>2552258.0</td>\n",
       "      <td>2507363.0</td>\n",
       "      <td>2592005.0</td>\n",
       "      <td>2430645.0</td>\n",
       "      <td>4869804.0</td>\n",
       "      <td>6638416.0</td>\n",
       "      <td>8916065.0</td>\n",
       "      <td>6341849.0</td>\n",
       "      <td>4007982.0</td>\n",
       "      <td>4168763.0</td>\n",
       "      <td>4291828.0</td>\n",
       "      <td>1346463</td>\n",
       "      <td>98752</td>\n",
       "      <td>61529</td>\n",
       "      <td>68355</td>\n",
       "      <td>69775</td>\n",
       "      <td>67510</td>\n",
       "      <td>65183</td>\n",
       "      <td>62255</td>\n",
       "      <td>60501</td>\n",
       "      <td>55400</td>\n",
       "      <td>108422</td>\n",
       "      <td>134818</td>\n",
       "      <td>170284</td>\n",
       "      <td>117822</td>\n",
       "      <td>69536</td>\n",
       "      <td>72096</td>\n",
       "      <td>64225</td>\n",
       "      <td>10851719</td>\n",
       "      <td>803446.0</td>\n",
       "      <td>597989.0</td>\n",
       "      <td>733600.0</td>\n",
       "      <td>751317.0</td>\n",
       "      <td>729214.0</td>\n",
       "      <td>694138.0</td>\n",
       "      <td>630605.0</td>\n",
       "      <td>596631.0</td>\n",
       "      <td>517174.0</td>\n",
       "      <td>917533.0</td>\n",
       "      <td>1074647.0</td>\n",
       "      <td>1165026.0</td>\n",
       "      <td>684242.0</td>\n",
       "      <td>372902.0</td>\n",
       "      <td>336640.0</td>\n",
       "      <td>246615.0</td>\n",
       "      <td>52211613</td>\n",
       "      <td>1622415.0</td>\n",
       "      <td>1131377.0</td>\n",
       "      <td>1409008.0</td>\n",
       "      <td>1734873.0</td>\n",
       "      <td>1916664.0</td>\n",
       "      <td>2098885.0</td>\n",
       "      <td>2096131.0</td>\n",
       "      <td>2200116.0</td>\n",
       "      <td>2093062.0</td>\n",
       "      <td>4259076.0</td>\n",
       "      <td>5917903.0</td>\n",
       "      <td>8119249.0</td>\n",
       "      <td>5858378.0</td>\n",
       "      <td>3740213.0</td>\n",
       "      <td>3918031.0</td>\n",
       "      <td>4096232.0</td>\n",
       "      <td>562496</td>\n",
       "      <td>59681.0</td>\n",
       "      <td>34244.0</td>\n",
       "      <td>34546.0</td>\n",
       "      <td>36483.0</td>\n",
       "      <td>36050.0</td>\n",
       "      <td>33431.0</td>\n",
       "      <td>30161.0</td>\n",
       "      <td>27225.0</td>\n",
       "      <td>27277.0</td>\n",
       "      <td>44732.0</td>\n",
       "      <td>55401.0</td>\n",
       "      <td>61534.0</td>\n",
       "      <td>34721.0</td>\n",
       "      <td>19256.0</td>\n",
       "      <td>17118.0</td>\n",
       "      <td>10636.0</td>\n",
       "      <td>8810561</td>\n",
       "      <td>974402.0</td>\n",
       "      <td>543380.0</td>\n",
       "      <td>572118.0</td>\n",
       "      <td>556527.0</td>\n",
       "      <td>534924.0</td>\n",
       "      <td>515476.0</td>\n",
       "      <td>463218.0</td>\n",
       "      <td>433638.0</td>\n",
       "      <td>375523.0</td>\n",
       "      <td>690405.0</td>\n",
       "      <td>829835.0</td>\n",
       "      <td>936260.0</td>\n",
       "      <td>569024.0</td>\n",
       "      <td>327646.0</td>\n",
       "      <td>295955.0</td>\n",
       "      <td>192230.0</td>\n",
       "      <td>76958064</td>\n",
       "      <td>3644405.0</td>\n",
       "      <td>2430822.0</td>\n",
       "      <td>2903502.0</td>\n",
       "      <td>3236751.0</td>\n",
       "      <td>3372475.0</td>\n",
       "      <td>3500868.0</td>\n",
       "      <td>3375653.0</td>\n",
       "      <td>3421443.0</td>\n",
       "      <td>3161651.0</td>\n",
       "      <td>6209852.0</td>\n",
       "      <td>8311528.0</td>\n",
       "      <td>10893333.0</td>\n",
       "      <td>7642882.0</td>\n",
       "      <td>4807897.0</td>\n",
       "      <td>5002090.0</td>\n",
       "      <td>5042912.0</td>\n",
       "      <td>3639124</td>\n",
       "      <td>131440.0</td>\n",
       "      <td>92641.0</td>\n",
       "      <td>118090.0</td>\n",
       "      <td>119715.0</td>\n",
       "      <td>120372.0</td>\n",
       "      <td>122853.0</td>\n",
       "      <td>119985.0</td>\n",
       "      <td>125724.0</td>\n",
       "      <td>115432.0</td>\n",
       "      <td>228259.0</td>\n",
       "      <td>340560.0</td>\n",
       "      <td>488129.0</td>\n",
       "      <td>406564.0</td>\n",
       "      <td>294445.0</td>\n",
       "      <td>373704.0</td>\n",
       "      <td>441211.0</td>\n",
       "      <td>107432</td>\n",
       "      <td>7320.0</td>\n",
       "      <td>4034.0</td>\n",
       "      <td>4457.0</td>\n",
       "      <td>5038.0</td>\n",
       "      <td>5008.0</td>\n",
       "      <td>5538.0</td>\n",
       "      <td>5334.0</td>\n",
       "      <td>5041.0</td>\n",
       "      <td>4905.0</td>\n",
       "      <td>9174.0</td>\n",
       "      <td>11596.0</td>\n",
       "      <td>14485.0</td>\n",
       "      <td>10045.0</td>\n",
       "      <td>5693.0</td>\n",
       "      <td>5778.0</td>\n",
       "      <td>3986.0</td>\n",
       "      <td>0.372140</td>\n",
       "      <td>13.003944</td>\n",
       "      <td>7.220457</td>\n",
       "      <td>0.414165</td>\n",
       "      <td>0.306540</td>\n",
       "      <td>0.484744</td>\n",
       "      <td>0.517599</td>\n",
       "      <td>26.598109</td>\n",
       "      <td>2.272589</td>\n",
       "      <td>0.431162</td>\n",
       "      <td>0.399863</td>\n",
       "      <td>0.576124</td>\n",
       "      <td>0.354086</td>\n",
       "      <td>11.295711</td>\n",
       "      <td>7.845442</td>\n",
       "      <td>0.410724</td>\n",
       "      <td>0.293945</td>\n",
       "      <td>0.479711</td>\n",
       "      <td>0.531930</td>\n",
       "      <td>30.036986</td>\n",
       "      <td>2.181813</td>\n",
       "      <td>0.510118</td>\n",
       "      <td>0.389599</td>\n",
       "      <td>0.579798</td>\n",
       "      <td>0.329975</td>\n",
       "      <td>12.692230</td>\n",
       "      <td>12.124099</td>\n",
       "      <td>0.433340</td>\n",
       "      <td>0.293878</td>\n",
       "      <td>0.408290</td>\n",
       "      <td>0.397615</td>\n",
       "      <td>15.872904</td>\n",
       "      <td>6.552805</td>\n",
       "      <td>0.439576</td>\n",
       "      <td>0.321121</td>\n",
       "      <td>0.488299</td>\n",
       "      <td>0.441026</td>\n",
       "      <td>19.406694</td>\n",
       "      <td>3.710254</td>\n",
       "      <td>0.481924</td>\n",
       "      <td>0.338501</td>\n",
       "      <td>0.555875</td>\n",
       "      <td>0.532790</td>\n",
       "      <td>29.325364</td>\n",
       "      <td>1.890858</td>\n",
       "      <td>0.502291</td>\n",
       "      <td>0.389273</td>\n",
       "      <td>0.592799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2015</td>\n",
       "      <td>59535040</td>\n",
       "      <td>2105317.0</td>\n",
       "      <td>1498318.0</td>\n",
       "      <td>1835564.0</td>\n",
       "      <td>2211636.0</td>\n",
       "      <td>2343920.0</td>\n",
       "      <td>2546686.0</td>\n",
       "      <td>2476071.0</td>\n",
       "      <td>2576229.0</td>\n",
       "      <td>2426026.0</td>\n",
       "      <td>4836277.0</td>\n",
       "      <td>6636070.0</td>\n",
       "      <td>8886367.0</td>\n",
       "      <td>6399274.0</td>\n",
       "      <td>4030552.0</td>\n",
       "      <td>4252028.0</td>\n",
       "      <td>4474705.0</td>\n",
       "      <td>1382518</td>\n",
       "      <td>98001</td>\n",
       "      <td>61490</td>\n",
       "      <td>67528</td>\n",
       "      <td>71567</td>\n",
       "      <td>67634</td>\n",
       "      <td>67031</td>\n",
       "      <td>61764</td>\n",
       "      <td>61918</td>\n",
       "      <td>55790</td>\n",
       "      <td>110063</td>\n",
       "      <td>139689</td>\n",
       "      <td>175484</td>\n",
       "      <td>123538</td>\n",
       "      <td>75103</td>\n",
       "      <td>76005</td>\n",
       "      <td>69913</td>\n",
       "      <td>11085526</td>\n",
       "      <td>800365.0</td>\n",
       "      <td>598818.0</td>\n",
       "      <td>725642.0</td>\n",
       "      <td>771997.0</td>\n",
       "      <td>734360.0</td>\n",
       "      <td>711165.0</td>\n",
       "      <td>634212.0</td>\n",
       "      <td>610820.0</td>\n",
       "      <td>531935.0</td>\n",
       "      <td>936572.0</td>\n",
       "      <td>1106323.0</td>\n",
       "      <td>1202264.0</td>\n",
       "      <td>711957.0</td>\n",
       "      <td>387687.0</td>\n",
       "      <td>355505.0</td>\n",
       "      <td>265904.0</td>\n",
       "      <td>52100817</td>\n",
       "      <td>1600317.0</td>\n",
       "      <td>1116566.0</td>\n",
       "      <td>1366843.0</td>\n",
       "      <td>1709331.0</td>\n",
       "      <td>1862969.0</td>\n",
       "      <td>2079403.0</td>\n",
       "      <td>2060867.0</td>\n",
       "      <td>2171748.0</td>\n",
       "      <td>2074662.0</td>\n",
       "      <td>4210366.0</td>\n",
       "      <td>5890249.0</td>\n",
       "      <td>8060587.0</td>\n",
       "      <td>5893322.0</td>\n",
       "      <td>3751319.0</td>\n",
       "      <td>3987379.0</td>\n",
       "      <td>4264889.0</td>\n",
       "      <td>560094</td>\n",
       "      <td>58359.0</td>\n",
       "      <td>32921.0</td>\n",
       "      <td>34574.0</td>\n",
       "      <td>36899.0</td>\n",
       "      <td>34643.0</td>\n",
       "      <td>32742.0</td>\n",
       "      <td>29888.0</td>\n",
       "      <td>26678.0</td>\n",
       "      <td>26466.0</td>\n",
       "      <td>45883.0</td>\n",
       "      <td>55021.0</td>\n",
       "      <td>61895.0</td>\n",
       "      <td>35423.0</td>\n",
       "      <td>19813.0</td>\n",
       "      <td>17740.0</td>\n",
       "      <td>11149.0</td>\n",
       "      <td>8833657</td>\n",
       "      <td>959391.0</td>\n",
       "      <td>539984.0</td>\n",
       "      <td>569882.0</td>\n",
       "      <td>557757.0</td>\n",
       "      <td>528187.0</td>\n",
       "      <td>516673.0</td>\n",
       "      <td>461402.0</td>\n",
       "      <td>434808.0</td>\n",
       "      <td>376789.0</td>\n",
       "      <td>693851.0</td>\n",
       "      <td>833029.0</td>\n",
       "      <td>946004.0</td>\n",
       "      <td>582190.0</td>\n",
       "      <td>330192.0</td>\n",
       "      <td>303180.0</td>\n",
       "      <td>200338.0</td>\n",
       "      <td>77260546</td>\n",
       "      <td>3603684.0</td>\n",
       "      <td>2416398.0</td>\n",
       "      <td>2854979.0</td>\n",
       "      <td>3238944.0</td>\n",
       "      <td>3316566.0</td>\n",
       "      <td>3505284.0</td>\n",
       "      <td>3345081.0</td>\n",
       "      <td>3410791.0</td>\n",
       "      <td>3161795.0</td>\n",
       "      <td>6191455.0</td>\n",
       "      <td>8329595.0</td>\n",
       "      <td>10894990.0</td>\n",
       "      <td>7743013.0</td>\n",
       "      <td>4849003.0</td>\n",
       "      <td>5117814.0</td>\n",
       "      <td>5281154.0</td>\n",
       "      <td>3762671</td>\n",
       "      <td>131914.0</td>\n",
       "      <td>95761.0</td>\n",
       "      <td>120921.0</td>\n",
       "      <td>123210.0</td>\n",
       "      <td>120163.0</td>\n",
       "      <td>127892.0</td>\n",
       "      <td>123215.0</td>\n",
       "      <td>127465.0</td>\n",
       "      <td>118036.0</td>\n",
       "      <td>233001.0</td>\n",
       "      <td>347244.0</td>\n",
       "      <td>496968.0</td>\n",
       "      <td>425530.0</td>\n",
       "      <td>302375.0</td>\n",
       "      <td>390303.0</td>\n",
       "      <td>478673.0</td>\n",
       "      <td>108849</td>\n",
       "      <td>7207.0</td>\n",
       "      <td>4212.0</td>\n",
       "      <td>5002.0</td>\n",
       "      <td>5242.0</td>\n",
       "      <td>5101.0</td>\n",
       "      <td>5422.0</td>\n",
       "      <td>5363.0</td>\n",
       "      <td>5027.0</td>\n",
       "      <td>5085.0</td>\n",
       "      <td>9297.0</td>\n",
       "      <td>11803.0</td>\n",
       "      <td>14485.0</td>\n",
       "      <td>10041.0</td>\n",
       "      <td>5556.0</td>\n",
       "      <td>6103.0</td>\n",
       "      <td>3903.0</td>\n",
       "      <td>0.369121</td>\n",
       "      <td>12.850978</td>\n",
       "      <td>7.516086</td>\n",
       "      <td>0.414103</td>\n",
       "      <td>0.305411</td>\n",
       "      <td>0.479580</td>\n",
       "      <td>0.513179</td>\n",
       "      <td>26.131570</td>\n",
       "      <td>2.398659</td>\n",
       "      <td>0.427263</td>\n",
       "      <td>0.397479</td>\n",
       "      <td>0.571255</td>\n",
       "      <td>0.350616</td>\n",
       "      <td>11.118937</td>\n",
       "      <td>8.185839</td>\n",
       "      <td>0.411438</td>\n",
       "      <td>0.292524</td>\n",
       "      <td>0.474253</td>\n",
       "      <td>0.528802</td>\n",
       "      <td>29.738691</td>\n",
       "      <td>2.267894</td>\n",
       "      <td>0.507351</td>\n",
       "      <td>0.387685</td>\n",
       "      <td>0.577660</td>\n",
       "      <td>0.326135</td>\n",
       "      <td>12.539124</td>\n",
       "      <td>12.721628</td>\n",
       "      <td>0.430174</td>\n",
       "      <td>0.293973</td>\n",
       "      <td>0.402188</td>\n",
       "      <td>0.394371</td>\n",
       "      <td>15.679419</td>\n",
       "      <td>6.835512</td>\n",
       "      <td>0.438249</td>\n",
       "      <td>0.319974</td>\n",
       "      <td>0.483122</td>\n",
       "      <td>0.443297</td>\n",
       "      <td>19.901882</td>\n",
       "      <td>3.585701</td>\n",
       "      <td>0.469702</td>\n",
       "      <td>0.337909</td>\n",
       "      <td>0.553924</td>\n",
       "      <td>0.528219</td>\n",
       "      <td>29.058158</td>\n",
       "      <td>1.990559</td>\n",
       "      <td>0.495990</td>\n",
       "      <td>0.384606</td>\n",
       "      <td>0.589141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2016</td>\n",
       "      <td>59642655</td>\n",
       "      <td>2039704.0</td>\n",
       "      <td>1437857.0</td>\n",
       "      <td>1744284.0</td>\n",
       "      <td>2119758.0</td>\n",
       "      <td>2266576.0</td>\n",
       "      <td>2464053.0</td>\n",
       "      <td>2428541.0</td>\n",
       "      <td>2520843.0</td>\n",
       "      <td>2377696.0</td>\n",
       "      <td>4763290.0</td>\n",
       "      <td>6582034.0</td>\n",
       "      <td>8903133.0</td>\n",
       "      <td>6513470.0</td>\n",
       "      <td>4171733.0</td>\n",
       "      <td>4478159.0</td>\n",
       "      <td>4831524.0</td>\n",
       "      <td>1427137</td>\n",
       "      <td>97547</td>\n",
       "      <td>60135</td>\n",
       "      <td>65859</td>\n",
       "      <td>69951</td>\n",
       "      <td>68207</td>\n",
       "      <td>67382</td>\n",
       "      <td>61993</td>\n",
       "      <td>62082</td>\n",
       "      <td>56770</td>\n",
       "      <td>112404</td>\n",
       "      <td>143592</td>\n",
       "      <td>183347</td>\n",
       "      <td>129326</td>\n",
       "      <td>81517</td>\n",
       "      <td>85444</td>\n",
       "      <td>81581</td>\n",
       "      <td>11287158</td>\n",
       "      <td>772693.0</td>\n",
       "      <td>576125.0</td>\n",
       "      <td>698301.0</td>\n",
       "      <td>756906.0</td>\n",
       "      <td>730607.0</td>\n",
       "      <td>703189.0</td>\n",
       "      <td>641440.0</td>\n",
       "      <td>621657.0</td>\n",
       "      <td>540788.0</td>\n",
       "      <td>959795.0</td>\n",
       "      <td>1143222.0</td>\n",
       "      <td>1268062.0</td>\n",
       "      <td>759695.0</td>\n",
       "      <td>420248.0</td>\n",
       "      <td>391624.0</td>\n",
       "      <td>302806.0</td>\n",
       "      <td>52071971</td>\n",
       "      <td>1547585.0</td>\n",
       "      <td>1070480.0</td>\n",
       "      <td>1293043.0</td>\n",
       "      <td>1624747.0</td>\n",
       "      <td>1790703.0</td>\n",
       "      <td>2003517.0</td>\n",
       "      <td>2007653.0</td>\n",
       "      <td>2108772.0</td>\n",
       "      <td>2021146.0</td>\n",
       "      <td>4125260.0</td>\n",
       "      <td>5814682.0</td>\n",
       "      <td>8033497.0</td>\n",
       "      <td>5978009.0</td>\n",
       "      <td>3869819.0</td>\n",
       "      <td>4189184.0</td>\n",
       "      <td>4593874.0</td>\n",
       "      <td>563037</td>\n",
       "      <td>56099.0</td>\n",
       "      <td>32107.0</td>\n",
       "      <td>33980.0</td>\n",
       "      <td>36769.0</td>\n",
       "      <td>33816.0</td>\n",
       "      <td>32703.0</td>\n",
       "      <td>28988.0</td>\n",
       "      <td>27035.0</td>\n",
       "      <td>25838.0</td>\n",
       "      <td>46743.0</td>\n",
       "      <td>55428.0</td>\n",
       "      <td>64700.0</td>\n",
       "      <td>36542.0</td>\n",
       "      <td>20577.0</td>\n",
       "      <td>18968.0</td>\n",
       "      <td>12744.0</td>\n",
       "      <td>8872012</td>\n",
       "      <td>912616.0</td>\n",
       "      <td>521092.0</td>\n",
       "      <td>554929.0</td>\n",
       "      <td>547374.0</td>\n",
       "      <td>522161.0</td>\n",
       "      <td>510875.0</td>\n",
       "      <td>462262.0</td>\n",
       "      <td>441504.0</td>\n",
       "      <td>378304.0</td>\n",
       "      <td>697525.0</td>\n",
       "      <td>847103.0</td>\n",
       "      <td>973502.0</td>\n",
       "      <td>606021.0</td>\n",
       "      <td>347557.0</td>\n",
       "      <td>326626.0</td>\n",
       "      <td>222561.0</td>\n",
       "      <td>77608829</td>\n",
       "      <td>3473834.0</td>\n",
       "      <td>2325148.0</td>\n",
       "      <td>2732326.0</td>\n",
       "      <td>3129559.0</td>\n",
       "      <td>3234068.0</td>\n",
       "      <td>3415293.0</td>\n",
       "      <td>3298592.0</td>\n",
       "      <td>3365110.0</td>\n",
       "      <td>3119078.0</td>\n",
       "      <td>6135416.0</td>\n",
       "      <td>8306524.0</td>\n",
       "      <td>10976695.0</td>\n",
       "      <td>7917952.0</td>\n",
       "      <td>5037554.0</td>\n",
       "      <td>5410997.0</td>\n",
       "      <td>5730683.0</td>\n",
       "      <td>3859697</td>\n",
       "      <td>130798.0</td>\n",
       "      <td>92607.0</td>\n",
       "      <td>116806.0</td>\n",
       "      <td>124199.0</td>\n",
       "      <td>119419.0</td>\n",
       "      <td>127136.0</td>\n",
       "      <td>122560.0</td>\n",
       "      <td>126541.0</td>\n",
       "      <td>117347.0</td>\n",
       "      <td>232346.0</td>\n",
       "      <td>346544.0</td>\n",
       "      <td>503749.0</td>\n",
       "      <td>439334.0</td>\n",
       "      <td>315407.0</td>\n",
       "      <td>414963.0</td>\n",
       "      <td>529941.0</td>\n",
       "      <td>110974</td>\n",
       "      <td>7063.0</td>\n",
       "      <td>3986.0</td>\n",
       "      <td>4695.0</td>\n",
       "      <td>5338.0</td>\n",
       "      <td>4942.0</td>\n",
       "      <td>4902.0</td>\n",
       "      <td>5264.0</td>\n",
       "      <td>5369.0</td>\n",
       "      <td>4996.0</td>\n",
       "      <td>9922.0</td>\n",
       "      <td>12210.0</td>\n",
       "      <td>15509.0</td>\n",
       "      <td>10195.0</td>\n",
       "      <td>6164.0</td>\n",
       "      <td>5973.0</td>\n",
       "      <td>4446.0</td>\n",
       "      <td>0.360834</td>\n",
       "      <td>12.309316</td>\n",
       "      <td>8.100786</td>\n",
       "      <td>0.415955</td>\n",
       "      <td>0.301778</td>\n",
       "      <td>0.470235</td>\n",
       "      <td>0.501593</td>\n",
       "      <td>24.842613</td>\n",
       "      <td>2.682748</td>\n",
       "      <td>0.425033</td>\n",
       "      <td>0.390684</td>\n",
       "      <td>0.562147</td>\n",
       "      <td>0.342351</td>\n",
       "      <td>10.631161</td>\n",
       "      <td>8.822163</td>\n",
       "      <td>0.414398</td>\n",
       "      <td>0.288881</td>\n",
       "      <td>0.464710</td>\n",
       "      <td>0.518792</td>\n",
       "      <td>28.584396</td>\n",
       "      <td>2.508574</td>\n",
       "      <td>0.502284</td>\n",
       "      <td>0.383364</td>\n",
       "      <td>0.568715</td>\n",
       "      <td>0.317127</td>\n",
       "      <td>12.032292</td>\n",
       "      <td>13.730119</td>\n",
       "      <td>0.427845</td>\n",
       "      <td>0.291904</td>\n",
       "      <td>0.391209</td>\n",
       "      <td>0.385690</td>\n",
       "      <td>15.025181</td>\n",
       "      <td>7.384061</td>\n",
       "      <td>0.438114</td>\n",
       "      <td>0.316480</td>\n",
       "      <td>0.473768</td>\n",
       "      <td>0.433064</td>\n",
       "      <td>18.997243</td>\n",
       "      <td>4.006344</td>\n",
       "      <td>0.465015</td>\n",
       "      <td>0.324690</td>\n",
       "      <td>0.545374</td>\n",
       "      <td>0.519445</td>\n",
       "      <td>28.231715</td>\n",
       "      <td>2.263439</td>\n",
       "      <td>0.490238</td>\n",
       "      <td>0.377823</td>\n",
       "      <td>0.576418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2017</td>\n",
       "      <td>59991642</td>\n",
       "      <td>1938879.0</td>\n",
       "      <td>1355699.0</td>\n",
       "      <td>1631461.0</td>\n",
       "      <td>1989946.0</td>\n",
       "      <td>2155607.0</td>\n",
       "      <td>2356052.0</td>\n",
       "      <td>2350593.0</td>\n",
       "      <td>2452001.0</td>\n",
       "      <td>2307053.0</td>\n",
       "      <td>4671088.0</td>\n",
       "      <td>6527280.0</td>\n",
       "      <td>8939181.0</td>\n",
       "      <td>6715230.0</td>\n",
       "      <td>4406728.0</td>\n",
       "      <td>4833004.0</td>\n",
       "      <td>5361840.0</td>\n",
       "      <td>1474728</td>\n",
       "      <td>92307</td>\n",
       "      <td>58452</td>\n",
       "      <td>64392</td>\n",
       "      <td>66228</td>\n",
       "      <td>67125</td>\n",
       "      <td>66416</td>\n",
       "      <td>63043</td>\n",
       "      <td>62166</td>\n",
       "      <td>56288</td>\n",
       "      <td>113171</td>\n",
       "      <td>147572</td>\n",
       "      <td>192584</td>\n",
       "      <td>140100</td>\n",
       "      <td>89949</td>\n",
       "      <td>97144</td>\n",
       "      <td>97791</td>\n",
       "      <td>11575322</td>\n",
       "      <td>733305.0</td>\n",
       "      <td>540863.0</td>\n",
       "      <td>657768.0</td>\n",
       "      <td>730455.0</td>\n",
       "      <td>711416.0</td>\n",
       "      <td>700497.0</td>\n",
       "      <td>648756.0</td>\n",
       "      <td>628957.0</td>\n",
       "      <td>546531.0</td>\n",
       "      <td>997651.0</td>\n",
       "      <td>1199707.0</td>\n",
       "      <td>1355767.0</td>\n",
       "      <td>839699.0</td>\n",
       "      <td>473900.0</td>\n",
       "      <td>453253.0</td>\n",
       "      <td>356797.0</td>\n",
       "      <td>52227621</td>\n",
       "      <td>1469651.0</td>\n",
       "      <td>1008852.0</td>\n",
       "      <td>1203898.0</td>\n",
       "      <td>1512632.0</td>\n",
       "      <td>1692646.0</td>\n",
       "      <td>1898376.0</td>\n",
       "      <td>1927146.0</td>\n",
       "      <td>2036435.0</td>\n",
       "      <td>1948302.0</td>\n",
       "      <td>4008731.0</td>\n",
       "      <td>5726478.0</td>\n",
       "      <td>8012669.0</td>\n",
       "      <td>6126189.0</td>\n",
       "      <td>4068980.0</td>\n",
       "      <td>4502138.0</td>\n",
       "      <td>5084498.0</td>\n",
       "      <td>574313</td>\n",
       "      <td>55383.0</td>\n",
       "      <td>29966.0</td>\n",
       "      <td>33011.0</td>\n",
       "      <td>34795.0</td>\n",
       "      <td>33863.0</td>\n",
       "      <td>32189.0</td>\n",
       "      <td>29183.0</td>\n",
       "      <td>27678.0</td>\n",
       "      <td>25849.0</td>\n",
       "      <td>46936.0</td>\n",
       "      <td>58754.0</td>\n",
       "      <td>67158.0</td>\n",
       "      <td>40055.0</td>\n",
       "      <td>23081.0</td>\n",
       "      <td>21020.0</td>\n",
       "      <td>15392.0</td>\n",
       "      <td>8922771</td>\n",
       "      <td>853818.0</td>\n",
       "      <td>492670.0</td>\n",
       "      <td>529487.0</td>\n",
       "      <td>537392.0</td>\n",
       "      <td>508605.0</td>\n",
       "      <td>503709.0</td>\n",
       "      <td>460251.0</td>\n",
       "      <td>439244.0</td>\n",
       "      <td>383148.0</td>\n",
       "      <td>701771.0</td>\n",
       "      <td>865983.0</td>\n",
       "      <td>1008632.0</td>\n",
       "      <td>641655.0</td>\n",
       "      <td>375421.0</td>\n",
       "      <td>365058.0</td>\n",
       "      <td>255927.0</td>\n",
       "      <td>78298703</td>\n",
       "      <td>3293360.0</td>\n",
       "      <td>2193054.0</td>\n",
       "      <td>2571803.0</td>\n",
       "      <td>2973303.0</td>\n",
       "      <td>3102727.0</td>\n",
       "      <td>3299831.0</td>\n",
       "      <td>3223061.0</td>\n",
       "      <td>3299053.0</td>\n",
       "      <td>3053907.0</td>\n",
       "      <td>6061094.0</td>\n",
       "      <td>8301045.0</td>\n",
       "      <td>11095863.0</td>\n",
       "      <td>8207432.0</td>\n",
       "      <td>5344243.0</td>\n",
       "      <td>5872950.0</td>\n",
       "      <td>6405977.0</td>\n",
       "      <td>4005243</td>\n",
       "      <td>128815.0</td>\n",
       "      <td>89018.0</td>\n",
       "      <td>112067.0</td>\n",
       "      <td>121052.0</td>\n",
       "      <td>117734.0</td>\n",
       "      <td>127190.0</td>\n",
       "      <td>121336.0</td>\n",
       "      <td>127673.0</td>\n",
       "      <td>114365.0</td>\n",
       "      <td>233769.0</td>\n",
       "      <td>348596.0</td>\n",
       "      <td>512893.0</td>\n",
       "      <td>453574.0</td>\n",
       "      <td>332100.0</td>\n",
       "      <td>454197.0</td>\n",
       "      <td>610864.0</td>\n",
       "      <td>113325</td>\n",
       "      <td>6744.0</td>\n",
       "      <td>3642.0</td>\n",
       "      <td>3940.0</td>\n",
       "      <td>5038.0</td>\n",
       "      <td>5665.0</td>\n",
       "      <td>4412.0</td>\n",
       "      <td>5483.0</td>\n",
       "      <td>5222.0</td>\n",
       "      <td>4904.0</td>\n",
       "      <td>9887.0</td>\n",
       "      <td>12712.0</td>\n",
       "      <td>16044.0</td>\n",
       "      <td>10738.0</td>\n",
       "      <td>7244.0</td>\n",
       "      <td>6662.0</td>\n",
       "      <td>4988.0</td>\n",
       "      <td>0.348691</td>\n",
       "      <td>11.528248</td>\n",
       "      <td>8.937645</td>\n",
       "      <td>0.418033</td>\n",
       "      <td>0.296271</td>\n",
       "      <td>0.458536</td>\n",
       "      <td>0.484365</td>\n",
       "      <td>23.000578</td>\n",
       "      <td>3.082394</td>\n",
       "      <td>0.422440</td>\n",
       "      <td>0.380709</td>\n",
       "      <td>0.552235</td>\n",
       "      <td>0.330424</td>\n",
       "      <td>9.946907</td>\n",
       "      <td>9.735266</td>\n",
       "      <td>0.417740</td>\n",
       "      <td>0.283423</td>\n",
       "      <td>0.452496</td>\n",
       "      <td>0.504459</td>\n",
       "      <td>27.047282</td>\n",
       "      <td>2.868246</td>\n",
       "      <td>0.494978</td>\n",
       "      <td>0.376707</td>\n",
       "      <td>0.556578</td>\n",
       "      <td>0.304248</td>\n",
       "      <td>11.259042</td>\n",
       "      <td>15.251609</td>\n",
       "      <td>0.429371</td>\n",
       "      <td>0.288998</td>\n",
       "      <td>0.373733</td>\n",
       "      <td>0.372936</td>\n",
       "      <td>14.089020</td>\n",
       "      <td>8.181460</td>\n",
       "      <td>0.437881</td>\n",
       "      <td>0.311112</td>\n",
       "      <td>0.461780</td>\n",
       "      <td>0.417369</td>\n",
       "      <td>17.087139</td>\n",
       "      <td>4.401500</td>\n",
       "      <td>0.470897</td>\n",
       "      <td>0.323711</td>\n",
       "      <td>0.536994</td>\n",
       "      <td>0.505336</td>\n",
       "      <td>26.667514</td>\n",
       "      <td>2.680072</td>\n",
       "      <td>0.495498</td>\n",
       "      <td>0.371638</td>\n",
       "      <td>0.565689</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2018</td>\n",
       "      <td>60101787</td>\n",
       "      <td>1826745.0</td>\n",
       "      <td>1249170.0</td>\n",
       "      <td>1507853.0</td>\n",
       "      <td>1851166.0</td>\n",
       "      <td>2061940.0</td>\n",
       "      <td>2244405.0</td>\n",
       "      <td>2238386.0</td>\n",
       "      <td>2357915.0</td>\n",
       "      <td>2227467.0</td>\n",
       "      <td>4539877.0</td>\n",
       "      <td>6382409.0</td>\n",
       "      <td>8948655.0</td>\n",
       "      <td>6840940.0</td>\n",
       "      <td>4684472.0</td>\n",
       "      <td>5193977.0</td>\n",
       "      <td>5946410.0</td>\n",
       "      <td>1531266</td>\n",
       "      <td>87051</td>\n",
       "      <td>55230</td>\n",
       "      <td>60857</td>\n",
       "      <td>65124</td>\n",
       "      <td>66800</td>\n",
       "      <td>64002</td>\n",
       "      <td>64008</td>\n",
       "      <td>64064</td>\n",
       "      <td>55449</td>\n",
       "      <td>114860</td>\n",
       "      <td>151841</td>\n",
       "      <td>200193</td>\n",
       "      <td>151295</td>\n",
       "      <td>101012</td>\n",
       "      <td>112072</td>\n",
       "      <td>117408</td>\n",
       "      <td>11828022</td>\n",
       "      <td>695946.0</td>\n",
       "      <td>496054.0</td>\n",
       "      <td>611940.0</td>\n",
       "      <td>693791.0</td>\n",
       "      <td>701941.0</td>\n",
       "      <td>687671.0</td>\n",
       "      <td>641055.0</td>\n",
       "      <td>631564.0</td>\n",
       "      <td>552205.0</td>\n",
       "      <td>1026948.0</td>\n",
       "      <td>1250361.0</td>\n",
       "      <td>1443669.0</td>\n",
       "      <td>912528.0</td>\n",
       "      <td>535124.0</td>\n",
       "      <td>523162.0</td>\n",
       "      <td>424063.0</td>\n",
       "      <td>52173330</td>\n",
       "      <td>1380305.0</td>\n",
       "      <td>930497.0</td>\n",
       "      <td>1112634.0</td>\n",
       "      <td>1398961.0</td>\n",
       "      <td>1604096.0</td>\n",
       "      <td>1794530.0</td>\n",
       "      <td>1821305.0</td>\n",
       "      <td>1942654.0</td>\n",
       "      <td>1866432.0</td>\n",
       "      <td>3859714.0</td>\n",
       "      <td>5551790.0</td>\n",
       "      <td>7965262.0</td>\n",
       "      <td>6206273.0</td>\n",
       "      <td>4305035.0</td>\n",
       "      <td>4814653.0</td>\n",
       "      <td>5619189.0</td>\n",
       "      <td>588204</td>\n",
       "      <td>52319.0</td>\n",
       "      <td>30207.0</td>\n",
       "      <td>32078.0</td>\n",
       "      <td>33671.0</td>\n",
       "      <td>34154.0</td>\n",
       "      <td>31589.0</td>\n",
       "      <td>29539.0</td>\n",
       "      <td>28025.0</td>\n",
       "      <td>25452.0</td>\n",
       "      <td>48644.0</td>\n",
       "      <td>60945.0</td>\n",
       "      <td>71138.0</td>\n",
       "      <td>43433.0</td>\n",
       "      <td>25141.0</td>\n",
       "      <td>24036.0</td>\n",
       "      <td>17833.0</td>\n",
       "      <td>8968231</td>\n",
       "      <td>792034.0</td>\n",
       "      <td>455922.0</td>\n",
       "      <td>499512.0</td>\n",
       "      <td>518512.0</td>\n",
       "      <td>507047.0</td>\n",
       "      <td>495583.0</td>\n",
       "      <td>448775.0</td>\n",
       "      <td>436240.0</td>\n",
       "      <td>386990.0</td>\n",
       "      <td>710968.0</td>\n",
       "      <td>879331.0</td>\n",
       "      <td>1049316.0</td>\n",
       "      <td>675911.0</td>\n",
       "      <td>410725.0</td>\n",
       "      <td>403672.0</td>\n",
       "      <td>297693.0</td>\n",
       "      <td>78697103</td>\n",
       "      <td>3094975.0</td>\n",
       "      <td>2023720.0</td>\n",
       "      <td>2394501.0</td>\n",
       "      <td>2797213.0</td>\n",
       "      <td>3003706.0</td>\n",
       "      <td>3169149.0</td>\n",
       "      <td>3096921.0</td>\n",
       "      <td>3203661.0</td>\n",
       "      <td>2976444.0</td>\n",
       "      <td>5953416.0</td>\n",
       "      <td>8184513.0</td>\n",
       "      <td>11193903.0</td>\n",
       "      <td>8407381.0</td>\n",
       "      <td>5707764.0</td>\n",
       "      <td>6336183.0</td>\n",
       "      <td>7153653.0</td>\n",
       "      <td>4112224</td>\n",
       "      <td>125716.0</td>\n",
       "      <td>82237.0</td>\n",
       "      <td>105968.0</td>\n",
       "      <td>116334.0</td>\n",
       "      <td>117899.0</td>\n",
       "      <td>123593.0</td>\n",
       "      <td>119687.0</td>\n",
       "      <td>126269.0</td>\n",
       "      <td>110904.0</td>\n",
       "      <td>235158.0</td>\n",
       "      <td>339262.0</td>\n",
       "      <td>520385.0</td>\n",
       "      <td>456200.0</td>\n",
       "      <td>352376.0</td>\n",
       "      <td>482975.0</td>\n",
       "      <td>697261.0</td>\n",
       "      <td>118263</td>\n",
       "      <td>6386.0</td>\n",
       "      <td>3138.0</td>\n",
       "      <td>3915.0</td>\n",
       "      <td>5069.0</td>\n",
       "      <td>5758.0</td>\n",
       "      <td>4828.0</td>\n",
       "      <td>5368.0</td>\n",
       "      <td>5092.0</td>\n",
       "      <td>4501.0</td>\n",
       "      <td>9547.0</td>\n",
       "      <td>13524.0</td>\n",
       "      <td>17094.0</td>\n",
       "      <td>11662.0</td>\n",
       "      <td>8384.0</td>\n",
       "      <td>8045.0</td>\n",
       "      <td>5952.0</td>\n",
       "      <td>0.335772</td>\n",
       "      <td>10.706727</td>\n",
       "      <td>9.893899</td>\n",
       "      <td>0.419692</td>\n",
       "      <td>0.291023</td>\n",
       "      <td>0.445573</td>\n",
       "      <td>0.466392</td>\n",
       "      <td>21.117064</td>\n",
       "      <td>3.585240</td>\n",
       "      <td>0.421631</td>\n",
       "      <td>0.370965</td>\n",
       "      <td>0.538721</td>\n",
       "      <td>0.317805</td>\n",
       "      <td>9.243031</td>\n",
       "      <td>10.770233</td>\n",
       "      <td>0.419889</td>\n",
       "      <td>0.278175</td>\n",
       "      <td>0.439254</td>\n",
       "      <td>0.488615</td>\n",
       "      <td>25.266744</td>\n",
       "      <td>3.319417</td>\n",
       "      <td>0.488622</td>\n",
       "      <td>0.370539</td>\n",
       "      <td>0.543139</td>\n",
       "      <td>0.291246</td>\n",
       "      <td>10.462830</td>\n",
       "      <td>16.955813</td>\n",
       "      <td>0.430714</td>\n",
       "      <td>0.286629</td>\n",
       "      <td>0.355454</td>\n",
       "      <td>0.359437</td>\n",
       "      <td>13.101383</td>\n",
       "      <td>9.090110</td>\n",
       "      <td>0.437395</td>\n",
       "      <td>0.306012</td>\n",
       "      <td>0.448657</td>\n",
       "      <td>0.399591</td>\n",
       "      <td>15.649865</td>\n",
       "      <td>5.032851</td>\n",
       "      <td>0.456856</td>\n",
       "      <td>0.317976</td>\n",
       "      <td>0.521452</td>\n",
       "      <td>0.491385</td>\n",
       "      <td>25.208091</td>\n",
       "      <td>3.031771</td>\n",
       "      <td>0.492465</td>\n",
       "      <td>0.364452</td>\n",
       "      <td>0.555000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019</td>\n",
       "      <td>60235481</td>\n",
       "      <td>1715071.0</td>\n",
       "      <td>1131283.0</td>\n",
       "      <td>1413817.0</td>\n",
       "      <td>1735393.0</td>\n",
       "      <td>1901196.0</td>\n",
       "      <td>2168232.0</td>\n",
       "      <td>2138823.0</td>\n",
       "      <td>2218152.0</td>\n",
       "      <td>2167818.0</td>\n",
       "      <td>4410560.0</td>\n",
       "      <td>6219030.0</td>\n",
       "      <td>9019654.0</td>\n",
       "      <td>7014878.0</td>\n",
       "      <td>4859632.0</td>\n",
       "      <td>5596342.0</td>\n",
       "      <td>6525600.0</td>\n",
       "      <td>1586427</td>\n",
       "      <td>84142</td>\n",
       "      <td>51976</td>\n",
       "      <td>57132</td>\n",
       "      <td>63737</td>\n",
       "      <td>63231</td>\n",
       "      <td>66735</td>\n",
       "      <td>62332</td>\n",
       "      <td>63923</td>\n",
       "      <td>58828</td>\n",
       "      <td>114529</td>\n",
       "      <td>154774</td>\n",
       "      <td>211647</td>\n",
       "      <td>161455</td>\n",
       "      <td>109683</td>\n",
       "      <td>127055</td>\n",
       "      <td>135248</td>\n",
       "      <td>12056862</td>\n",
       "      <td>657506.0</td>\n",
       "      <td>441697.0</td>\n",
       "      <td>576655.0</td>\n",
       "      <td>662906.0</td>\n",
       "      <td>657329.0</td>\n",
       "      <td>699986.0</td>\n",
       "      <td>627919.0</td>\n",
       "      <td>616327.0</td>\n",
       "      <td>559708.0</td>\n",
       "      <td>1047598.0</td>\n",
       "      <td>1287262.0</td>\n",
       "      <td>1544621.0</td>\n",
       "      <td>996626.0</td>\n",
       "      <td>594450.0</td>\n",
       "      <td>594105.0</td>\n",
       "      <td>492167.0</td>\n",
       "      <td>52161339</td>\n",
       "      <td>1293816.0</td>\n",
       "      <td>846596.0</td>\n",
       "      <td>1042326.0</td>\n",
       "      <td>1302160.0</td>\n",
       "      <td>1472544.0</td>\n",
       "      <td>1710288.0</td>\n",
       "      <td>1731854.0</td>\n",
       "      <td>1815621.0</td>\n",
       "      <td>1801275.0</td>\n",
       "      <td>3718561.0</td>\n",
       "      <td>5371002.0</td>\n",
       "      <td>7973440.0</td>\n",
       "      <td>6325394.0</td>\n",
       "      <td>4440880.0</td>\n",
       "      <td>5167757.0</td>\n",
       "      <td>6147825.0</td>\n",
       "      <td>596147</td>\n",
       "      <td>48774.0</td>\n",
       "      <td>27455.0</td>\n",
       "      <td>30607.0</td>\n",
       "      <td>34040.0</td>\n",
       "      <td>33075.0</td>\n",
       "      <td>31450.0</td>\n",
       "      <td>29421.0</td>\n",
       "      <td>27596.0</td>\n",
       "      <td>24883.0</td>\n",
       "      <td>48570.0</td>\n",
       "      <td>62153.0</td>\n",
       "      <td>74277.0</td>\n",
       "      <td>47545.0</td>\n",
       "      <td>27806.0</td>\n",
       "      <td>27135.0</td>\n",
       "      <td>21360.0</td>\n",
       "      <td>9021182</td>\n",
       "      <td>738063.0</td>\n",
       "      <td>416410.0</td>\n",
       "      <td>477859.0</td>\n",
       "      <td>499739.0</td>\n",
       "      <td>487478.0</td>\n",
       "      <td>497023.0</td>\n",
       "      <td>445055.0</td>\n",
       "      <td>425266.0</td>\n",
       "      <td>389051.0</td>\n",
       "      <td>713299.0</td>\n",
       "      <td>889741.0</td>\n",
       "      <td>1099489.0</td>\n",
       "      <td>712468.0</td>\n",
       "      <td>442584.0</td>\n",
       "      <td>445491.0</td>\n",
       "      <td>342166.0</td>\n",
       "      <td>79114031</td>\n",
       "      <td>2905334.0</td>\n",
       "      <td>1835765.0</td>\n",
       "      <td>2260298.0</td>\n",
       "      <td>2644006.0</td>\n",
       "      <td>2798228.0</td>\n",
       "      <td>3097905.0</td>\n",
       "      <td>2987441.0</td>\n",
       "      <td>3042945.0</td>\n",
       "      <td>2920590.0</td>\n",
       "      <td>5831826.0</td>\n",
       "      <td>8036071.0</td>\n",
       "      <td>11374396.0</td>\n",
       "      <td>8668826.0</td>\n",
       "      <td>5951212.0</td>\n",
       "      <td>6852461.0</td>\n",
       "      <td>7906727.0</td>\n",
       "      <td>4218984</td>\n",
       "      <td>120911.0</td>\n",
       "      <td>76021.0</td>\n",
       "      <td>101788.0</td>\n",
       "      <td>109829.0</td>\n",
       "      <td>111879.0</td>\n",
       "      <td>121178.0</td>\n",
       "      <td>116838.0</td>\n",
       "      <td>119449.0</td>\n",
       "      <td>109970.0</td>\n",
       "      <td>231649.0</td>\n",
       "      <td>327386.0</td>\n",
       "      <td>530832.0</td>\n",
       "      <td>469027.0</td>\n",
       "      <td>361333.0</td>\n",
       "      <td>519928.0</td>\n",
       "      <td>790966.0</td>\n",
       "      <td>122227</td>\n",
       "      <td>6037.0</td>\n",
       "      <td>3033.0</td>\n",
       "      <td>4189.0</td>\n",
       "      <td>4432.0</td>\n",
       "      <td>5463.0</td>\n",
       "      <td>5117.0</td>\n",
       "      <td>5653.0</td>\n",
       "      <td>5265.0</td>\n",
       "      <td>4265.0</td>\n",
       "      <td>9760.0</td>\n",
       "      <td>13149.0</td>\n",
       "      <td>18418.0</td>\n",
       "      <td>13169.0</td>\n",
       "      <td>8509.0</td>\n",
       "      <td>8934.0</td>\n",
       "      <td>6834.0</td>\n",
       "      <td>0.322984</td>\n",
       "      <td>9.953542</td>\n",
       "      <td>10.833482</td>\n",
       "      <td>0.418548</td>\n",
       "      <td>0.284034</td>\n",
       "      <td>0.434171</td>\n",
       "      <td>0.448504</td>\n",
       "      <td>19.397784</td>\n",
       "      <td>4.082049</td>\n",
       "      <td>0.417710</td>\n",
       "      <td>0.359557</td>\n",
       "      <td>0.529432</td>\n",
       "      <td>0.305396</td>\n",
       "      <td>8.598127</td>\n",
       "      <td>11.786172</td>\n",
       "      <td>0.419812</td>\n",
       "      <td>0.271286</td>\n",
       "      <td>0.427347</td>\n",
       "      <td>0.473023</td>\n",
       "      <td>23.634054</td>\n",
       "      <td>3.792918</td>\n",
       "      <td>0.482060</td>\n",
       "      <td>0.362978</td>\n",
       "      <td>0.530800</td>\n",
       "      <td>0.277063</td>\n",
       "      <td>9.683587</td>\n",
       "      <td>18.747784</td>\n",
       "      <td>0.432017</td>\n",
       "      <td>0.281065</td>\n",
       "      <td>0.339274</td>\n",
       "      <td>0.346017</td>\n",
       "      <td>12.191773</td>\n",
       "      <td>9.994089</td>\n",
       "      <td>0.434911</td>\n",
       "      <td>0.299138</td>\n",
       "      <td>0.437069</td>\n",
       "      <td>0.387001</td>\n",
       "      <td>14.473889</td>\n",
       "      <td>5.591236</td>\n",
       "      <td>0.463997</td>\n",
       "      <td>0.313137</td>\n",
       "      <td>0.517709</td>\n",
       "      <td>0.474519</td>\n",
       "      <td>23.631084</td>\n",
       "      <td>3.583009</td>\n",
       "      <td>0.479124</td>\n",
       "      <td>0.357189</td>\n",
       "      <td>0.542939</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020</td>\n",
       "      <td>59387590</td>\n",
       "      <td>1592601.0</td>\n",
       "      <td>1038368.0</td>\n",
       "      <td>1276228.0</td>\n",
       "      <td>1586299.0</td>\n",
       "      <td>1772118.0</td>\n",
       "      <td>2011751.0</td>\n",
       "      <td>1997541.0</td>\n",
       "      <td>2128690.0</td>\n",
       "      <td>2051416.0</td>\n",
       "      <td>4257553.0</td>\n",
       "      <td>6062697.0</td>\n",
       "      <td>8858497.0</td>\n",
       "      <td>7058994.0</td>\n",
       "      <td>4988707.0</td>\n",
       "      <td>5779482.0</td>\n",
       "      <td>6926648.0</td>\n",
       "      <td>2851816</td>\n",
       "      <td>125482</td>\n",
       "      <td>79449</td>\n",
       "      <td>90610</td>\n",
       "      <td>111858</td>\n",
       "      <td>107785</td>\n",
       "      <td>120765</td>\n",
       "      <td>114473</td>\n",
       "      <td>119814</td>\n",
       "      <td>103184</td>\n",
       "      <td>212165</td>\n",
       "      <td>290706</td>\n",
       "      <td>389091</td>\n",
       "      <td>298766</td>\n",
       "      <td>202236</td>\n",
       "      <td>232906</td>\n",
       "      <td>252526</td>\n",
       "      <td>12303195</td>\n",
       "      <td>625160.0</td>\n",
       "      <td>407060.0</td>\n",
       "      <td>520010.0</td>\n",
       "      <td>619933.0</td>\n",
       "      <td>627561.0</td>\n",
       "      <td>669810.0</td>\n",
       "      <td>603712.0</td>\n",
       "      <td>625592.0</td>\n",
       "      <td>554894.0</td>\n",
       "      <td>1064974.0</td>\n",
       "      <td>1329932.0</td>\n",
       "      <td>1627507.0</td>\n",
       "      <td>1094412.0</td>\n",
       "      <td>673675.0</td>\n",
       "      <td>672995.0</td>\n",
       "      <td>585968.0</td>\n",
       "      <td>52221719</td>\n",
       "      <td>1237935.0</td>\n",
       "      <td>803970.0</td>\n",
       "      <td>978678.0</td>\n",
       "      <td>1229964.0</td>\n",
       "      <td>1406414.0</td>\n",
       "      <td>1626506.0</td>\n",
       "      <td>1653682.0</td>\n",
       "      <td>1772875.0</td>\n",
       "      <td>1732352.0</td>\n",
       "      <td>3644966.0</td>\n",
       "      <td>5306919.0</td>\n",
       "      <td>7906995.0</td>\n",
       "      <td>6414749.0</td>\n",
       "      <td>4586221.0</td>\n",
       "      <td>5366517.0</td>\n",
       "      <td>6552976.0</td>\n",
       "      <td>587302</td>\n",
       "      <td>46682.0</td>\n",
       "      <td>25151.0</td>\n",
       "      <td>29409.0</td>\n",
       "      <td>32267.0</td>\n",
       "      <td>31288.0</td>\n",
       "      <td>30348.0</td>\n",
       "      <td>28137.0</td>\n",
       "      <td>26292.0</td>\n",
       "      <td>24388.0</td>\n",
       "      <td>48244.0</td>\n",
       "      <td>61822.0</td>\n",
       "      <td>74401.0</td>\n",
       "      <td>48626.0</td>\n",
       "      <td>29627.0</td>\n",
       "      <td>27351.0</td>\n",
       "      <td>23269.0</td>\n",
       "      <td>9040538</td>\n",
       "      <td>695147.0</td>\n",
       "      <td>391144.0</td>\n",
       "      <td>434187.0</td>\n",
       "      <td>477804.0</td>\n",
       "      <td>477495.0</td>\n",
       "      <td>485051.0</td>\n",
       "      <td>431326.0</td>\n",
       "      <td>431147.0</td>\n",
       "      <td>384902.0</td>\n",
       "      <td>720417.0</td>\n",
       "      <td>908605.0</td>\n",
       "      <td>1116500.0</td>\n",
       "      <td>751727.0</td>\n",
       "      <td>467079.0</td>\n",
       "      <td>485014.0</td>\n",
       "      <td>382993.0</td>\n",
       "      <td>79849830</td>\n",
       "      <td>2784559.0</td>\n",
       "      <td>1737891.0</td>\n",
       "      <td>2094920.0</td>\n",
       "      <td>2513807.0</td>\n",
       "      <td>2694744.0</td>\n",
       "      <td>2976720.0</td>\n",
       "      <td>2874034.0</td>\n",
       "      <td>3025990.0</td>\n",
       "      <td>2844489.0</td>\n",
       "      <td>5794487.0</td>\n",
       "      <td>8063492.0</td>\n",
       "      <td>11445632.0</td>\n",
       "      <td>8943779.0</td>\n",
       "      <td>6242078.0</td>\n",
       "      <td>7235024.0</td>\n",
       "      <td>8578184.0</td>\n",
       "      <td>4332143</td>\n",
       "      <td>123552.0</td>\n",
       "      <td>76945.0</td>\n",
       "      <td>95406.0</td>\n",
       "      <td>109431.0</td>\n",
       "      <td>108883.0</td>\n",
       "      <td>117575.0</td>\n",
       "      <td>111201.0</td>\n",
       "      <td>117591.0</td>\n",
       "      <td>106736.0</td>\n",
       "      <td>226922.0</td>\n",
       "      <td>329043.0</td>\n",
       "      <td>530328.0</td>\n",
       "      <td>481167.0</td>\n",
       "      <td>374625.0</td>\n",
       "      <td>548975.0</td>\n",
       "      <td>873763.0</td>\n",
       "      <td>125511</td>\n",
       "      <td>5747.0</td>\n",
       "      <td>3063.0</td>\n",
       "      <td>3584.0</td>\n",
       "      <td>4300.0</td>\n",
       "      <td>5563.0</td>\n",
       "      <td>5419.0</td>\n",
       "      <td>5299.0</td>\n",
       "      <td>5389.0</td>\n",
       "      <td>4372.0</td>\n",
       "      <td>9323.0</td>\n",
       "      <td>13730.0</td>\n",
       "      <td>18428.0</td>\n",
       "      <td>13694.0</td>\n",
       "      <td>9307.0</td>\n",
       "      <td>10353.0</td>\n",
       "      <td>7940.0</td>\n",
       "      <td>0.311910</td>\n",
       "      <td>9.250242</td>\n",
       "      <td>11.663460</td>\n",
       "      <td>0.421434</td>\n",
       "      <td>0.278051</td>\n",
       "      <td>0.426114</td>\n",
       "      <td>0.429118</td>\n",
       "      <td>17.655276</td>\n",
       "      <td>4.762730</td>\n",
       "      <td>0.420790</td>\n",
       "      <td>0.347873</td>\n",
       "      <td>0.518391</td>\n",
       "      <td>0.296828</td>\n",
       "      <td>8.139424</td>\n",
       "      <td>12.548373</td>\n",
       "      <td>0.422117</td>\n",
       "      <td>0.266976</td>\n",
       "      <td>0.419833</td>\n",
       "      <td>0.458985</td>\n",
       "      <td>22.103574</td>\n",
       "      <td>4.236396</td>\n",
       "      <td>0.481530</td>\n",
       "      <td>0.357505</td>\n",
       "      <td>0.521923</td>\n",
       "      <td>0.267559</td>\n",
       "      <td>9.356432</td>\n",
       "      <td>20.169302</td>\n",
       "      <td>0.438703</td>\n",
       "      <td>0.276873</td>\n",
       "      <td>0.327830</td>\n",
       "      <td>0.335295</td>\n",
       "      <td>11.435437</td>\n",
       "      <td>10.742896</td>\n",
       "      <td>0.436917</td>\n",
       "      <td>0.293897</td>\n",
       "      <td>0.429433</td>\n",
       "      <td>0.373393</td>\n",
       "      <td>13.300826</td>\n",
       "      <td>6.326139</td>\n",
       "      <td>0.467548</td>\n",
       "      <td>0.313473</td>\n",
       "      <td>0.499528</td>\n",
       "      <td>0.464495</td>\n",
       "      <td>22.732598</td>\n",
       "      <td>3.962016</td>\n",
       "      <td>0.479106</td>\n",
       "      <td>0.350503</td>\n",
       "      <td>0.537127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021</td>\n",
       "      <td>58364673</td>\n",
       "      <td>1470498.0</td>\n",
       "      <td>923187.0</td>\n",
       "      <td>1094034.0</td>\n",
       "      <td>1373442.0</td>\n",
       "      <td>1570332.0</td>\n",
       "      <td>1768692.0</td>\n",
       "      <td>1811037.0</td>\n",
       "      <td>1922993.0</td>\n",
       "      <td>1855685.0</td>\n",
       "      <td>3936874.0</td>\n",
       "      <td>5689500.0</td>\n",
       "      <td>8581668.0</td>\n",
       "      <td>7039267.0</td>\n",
       "      <td>5217293.0</td>\n",
       "      <td>6262899.0</td>\n",
       "      <td>7847272.0</td>\n",
       "      <td>4219511</td>\n",
       "      <td>180554</td>\n",
       "      <td>110693</td>\n",
       "      <td>122324</td>\n",
       "      <td>148216</td>\n",
       "      <td>161344</td>\n",
       "      <td>170646</td>\n",
       "      <td>161112</td>\n",
       "      <td>173982</td>\n",
       "      <td>153712</td>\n",
       "      <td>308030</td>\n",
       "      <td>430545</td>\n",
       "      <td>577251</td>\n",
       "      <td>442615</td>\n",
       "      <td>315104</td>\n",
       "      <td>361463</td>\n",
       "      <td>401920</td>\n",
       "      <td>12811747</td>\n",
       "      <td>623317.0</td>\n",
       "      <td>384017.0</td>\n",
       "      <td>465069.0</td>\n",
       "      <td>572344.0</td>\n",
       "      <td>612411.0</td>\n",
       "      <td>643996.0</td>\n",
       "      <td>594831.0</td>\n",
       "      <td>614914.0</td>\n",
       "      <td>540267.0</td>\n",
       "      <td>1078460.0</td>\n",
       "      <td>1385852.0</td>\n",
       "      <td>1756246.0</td>\n",
       "      <td>1204891.0</td>\n",
       "      <td>786666.0</td>\n",
       "      <td>817725.0</td>\n",
       "      <td>730741.0</td>\n",
       "      <td>52129882</td>\n",
       "      <td>1180814.0</td>\n",
       "      <td>738714.0</td>\n",
       "      <td>870076.0</td>\n",
       "      <td>1092915.0</td>\n",
       "      <td>1271980.0</td>\n",
       "      <td>1455330.0</td>\n",
       "      <td>1524102.0</td>\n",
       "      <td>1632278.0</td>\n",
       "      <td>1597362.0</td>\n",
       "      <td>3413890.0</td>\n",
       "      <td>5034743.0</td>\n",
       "      <td>7725601.0</td>\n",
       "      <td>6447226.0</td>\n",
       "      <td>4828993.0</td>\n",
       "      <td>5851904.0</td>\n",
       "      <td>7463954.0</td>\n",
       "      <td>586386</td>\n",
       "      <td>43493.0</td>\n",
       "      <td>24104.0</td>\n",
       "      <td>25731.0</td>\n",
       "      <td>28465.0</td>\n",
       "      <td>29218.0</td>\n",
       "      <td>28622.0</td>\n",
       "      <td>27160.0</td>\n",
       "      <td>26901.0</td>\n",
       "      <td>23144.0</td>\n",
       "      <td>46300.0</td>\n",
       "      <td>62574.0</td>\n",
       "      <td>75838.0</td>\n",
       "      <td>52752.0</td>\n",
       "      <td>31633.0</td>\n",
       "      <td>33756.0</td>\n",
       "      <td>26695.0</td>\n",
       "      <td>9091444</td>\n",
       "      <td>662611.0</td>\n",
       "      <td>367870.0</td>\n",
       "      <td>385674.0</td>\n",
       "      <td>441031.0</td>\n",
       "      <td>457777.0</td>\n",
       "      <td>462476.0</td>\n",
       "      <td>419152.0</td>\n",
       "      <td>419137.0</td>\n",
       "      <td>372670.0</td>\n",
       "      <td>711067.0</td>\n",
       "      <td>916196.0</td>\n",
       "      <td>1146878.0</td>\n",
       "      <td>794755.0</td>\n",
       "      <td>515921.0</td>\n",
       "      <td>552946.0</td>\n",
       "      <td>465283.0</td>\n",
       "      <td>80755759</td>\n",
       "      <td>2697864.0</td>\n",
       "      <td>1619887.0</td>\n",
       "      <td>1872378.0</td>\n",
       "      <td>2285643.0</td>\n",
       "      <td>2530419.0</td>\n",
       "      <td>2754208.0</td>\n",
       "      <td>2725428.0</td>\n",
       "      <td>2862694.0</td>\n",
       "      <td>2684174.0</td>\n",
       "      <td>5579424.0</td>\n",
       "      <td>7869770.0</td>\n",
       "      <td>11449794.0</td>\n",
       "      <td>9168545.0</td>\n",
       "      <td>6701025.0</td>\n",
       "      <td>8021087.0</td>\n",
       "      <td>9933419.0</td>\n",
       "      <td>4471121</td>\n",
       "      <td>122405.0</td>\n",
       "      <td>69229.0</td>\n",
       "      <td>85783.0</td>\n",
       "      <td>104102.0</td>\n",
       "      <td>109086.0</td>\n",
       "      <td>109528.0</td>\n",
       "      <td>108140.0</td>\n",
       "      <td>112204.0</td>\n",
       "      <td>100405.0</td>\n",
       "      <td>223855.0</td>\n",
       "      <td>317681.0</td>\n",
       "      <td>520765.0</td>\n",
       "      <td>480421.0</td>\n",
       "      <td>396784.0</td>\n",
       "      <td>587560.0</td>\n",
       "      <td>1023173.0</td>\n",
       "      <td>126419</td>\n",
       "      <td>5562.0</td>\n",
       "      <td>2402.0</td>\n",
       "      <td>2895.0</td>\n",
       "      <td>4098.0</td>\n",
       "      <td>4379.0</td>\n",
       "      <td>6044.0</td>\n",
       "      <td>4892.0</td>\n",
       "      <td>5011.0</td>\n",
       "      <td>4099.0</td>\n",
       "      <td>8283.0</td>\n",
       "      <td>12758.0</td>\n",
       "      <td>18083.0</td>\n",
       "      <td>14854.0</td>\n",
       "      <td>9869.0</td>\n",
       "      <td>13375.0</td>\n",
       "      <td>9815.0</td>\n",
       "      <td>0.292944</td>\n",
       "      <td>8.328944</td>\n",
       "      <td>13.445243</td>\n",
       "      <td>0.432380</td>\n",
       "      <td>0.268567</td>\n",
       "      <td>0.406248</td>\n",
       "      <td>0.407431</td>\n",
       "      <td>15.959939</td>\n",
       "      <td>5.703680</td>\n",
       "      <td>0.434192</td>\n",
       "      <td>0.335221</td>\n",
       "      <td>0.498737</td>\n",
       "      <td>0.280013</td>\n",
       "      <td>7.447780</td>\n",
       "      <td>14.317995</td>\n",
       "      <td>0.433980</td>\n",
       "      <td>0.258885</td>\n",
       "      <td>0.400396</td>\n",
       "      <td>0.439855</td>\n",
       "      <td>20.427844</td>\n",
       "      <td>5.117812</td>\n",
       "      <td>0.489061</td>\n",
       "      <td>0.348982</td>\n",
       "      <td>0.501707</td>\n",
       "      <td>0.250842</td>\n",
       "      <td>8.532961</td>\n",
       "      <td>22.884037</td>\n",
       "      <td>0.445262</td>\n",
       "      <td>0.275173</td>\n",
       "      <td>0.305138</td>\n",
       "      <td>0.317979</td>\n",
       "      <td>10.495564</td>\n",
       "      <td>12.300570</td>\n",
       "      <td>0.448204</td>\n",
       "      <td>0.286300</td>\n",
       "      <td>0.410471</td>\n",
       "      <td>0.347526</td>\n",
       "      <td>11.831291</td>\n",
       "      <td>7.763865</td>\n",
       "      <td>0.471799</td>\n",
       "      <td>0.308588</td>\n",
       "      <td>0.473176</td>\n",
       "      <td>0.443706</td>\n",
       "      <td>20.770107</td>\n",
       "      <td>4.552462</td>\n",
       "      <td>0.490684</td>\n",
       "      <td>0.341566</td>\n",
       "      <td>0.522384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2022</td>\n",
       "      <td>57078202</td>\n",
       "      <td>1300976.0</td>\n",
       "      <td>805793.0</td>\n",
       "      <td>894674.0</td>\n",
       "      <td>1151633.0</td>\n",
       "      <td>1304156.0</td>\n",
       "      <td>1444111.0</td>\n",
       "      <td>1545230.0</td>\n",
       "      <td>1624968.0</td>\n",
       "      <td>1701826.0</td>\n",
       "      <td>3529295.0</td>\n",
       "      <td>5155884.0</td>\n",
       "      <td>8076548.0</td>\n",
       "      <td>6947917.0</td>\n",
       "      <td>5381454.0</td>\n",
       "      <td>6901114.0</td>\n",
       "      <td>9312623.0</td>\n",
       "      <td>5585416</td>\n",
       "      <td>219978</td>\n",
       "      <td>133267</td>\n",
       "      <td>139434</td>\n",
       "      <td>176004</td>\n",
       "      <td>197010</td>\n",
       "      <td>206857</td>\n",
       "      <td>196988</td>\n",
       "      <td>197653</td>\n",
       "      <td>206666</td>\n",
       "      <td>391369</td>\n",
       "      <td>548431</td>\n",
       "      <td>778972</td>\n",
       "      <td>594675</td>\n",
       "      <td>437828</td>\n",
       "      <td>532261</td>\n",
       "      <td>628023</td>\n",
       "      <td>13141075</td>\n",
       "      <td>590716.0</td>\n",
       "      <td>344340.0</td>\n",
       "      <td>390699.0</td>\n",
       "      <td>510092.0</td>\n",
       "      <td>561493.0</td>\n",
       "      <td>563298.0</td>\n",
       "      <td>553391.0</td>\n",
       "      <td>547287.0</td>\n",
       "      <td>556828.0</td>\n",
       "      <td>1053678.0</td>\n",
       "      <td>1390038.0</td>\n",
       "      <td>1861861.0</td>\n",
       "      <td>1328590.0</td>\n",
       "      <td>909295.0</td>\n",
       "      <td>1009459.0</td>\n",
       "      <td>970010.0</td>\n",
       "      <td>51985404</td>\n",
       "      <td>1084605.0</td>\n",
       "      <td>674226.0</td>\n",
       "      <td>743040.0</td>\n",
       "      <td>953370.0</td>\n",
       "      <td>1088001.0</td>\n",
       "      <td>1233352.0</td>\n",
       "      <td>1330448.0</td>\n",
       "      <td>1415084.0</td>\n",
       "      <td>1489355.0</td>\n",
       "      <td>3119735.0</td>\n",
       "      <td>4631959.0</td>\n",
       "      <td>7368189.0</td>\n",
       "      <td>6426968.0</td>\n",
       "      <td>5022141.0</td>\n",
       "      <td>6499144.0</td>\n",
       "      <td>8905787.0</td>\n",
       "      <td>601054</td>\n",
       "      <td>38673.0</td>\n",
       "      <td>22811.0</td>\n",
       "      <td>22321.0</td>\n",
       "      <td>25247.0</td>\n",
       "      <td>27079.0</td>\n",
       "      <td>26093.0</td>\n",
       "      <td>25027.0</td>\n",
       "      <td>26216.0</td>\n",
       "      <td>24338.0</td>\n",
       "      <td>46015.0</td>\n",
       "      <td>62103.0</td>\n",
       "      <td>81415.0</td>\n",
       "      <td>58535.0</td>\n",
       "      <td>37752.0</td>\n",
       "      <td>41459.0</td>\n",
       "      <td>35970.0</td>\n",
       "      <td>9135434</td>\n",
       "      <td>602833.0</td>\n",
       "      <td>352950.0</td>\n",
       "      <td>329873.0</td>\n",
       "      <td>396150.0</td>\n",
       "      <td>405310.0</td>\n",
       "      <td>412789.0</td>\n",
       "      <td>401399.0</td>\n",
       "      <td>381151.0</td>\n",
       "      <td>380660.0</td>\n",
       "      <td>695113.0</td>\n",
       "      <td>895529.0</td>\n",
       "      <td>1184139.0</td>\n",
       "      <td>849388.0</td>\n",
       "      <td>579021.0</td>\n",
       "      <td>657029.0</td>\n",
       "      <td>612100.0</td>\n",
       "      <td>81432908</td>\n",
       "      <td>2503187.0</td>\n",
       "      <td>1498443.0</td>\n",
       "      <td>1600812.0</td>\n",
       "      <td>2028300.0</td>\n",
       "      <td>2236899.0</td>\n",
       "      <td>2386079.0</td>\n",
       "      <td>2463465.0</td>\n",
       "      <td>2525965.0</td>\n",
       "      <td>2616615.0</td>\n",
       "      <td>5242942.0</td>\n",
       "      <td>7445194.0</td>\n",
       "      <td>11250047.0</td>\n",
       "      <td>9364651.0</td>\n",
       "      <td>7122680.0</td>\n",
       "      <td>9059762.0</td>\n",
       "      <td>12087867.0</td>\n",
       "      <td>4614696</td>\n",
       "      <td>117406.0</td>\n",
       "      <td>62132.0</td>\n",
       "      <td>76183.0</td>\n",
       "      <td>95738.0</td>\n",
       "      <td>101059.0</td>\n",
       "      <td>96230.0</td>\n",
       "      <td>97302.0</td>\n",
       "      <td>100515.0</td>\n",
       "      <td>105044.0</td>\n",
       "      <td>212760.0</td>\n",
       "      <td>297254.0</td>\n",
       "      <td>495656.0</td>\n",
       "      <td>480618.0</td>\n",
       "      <td>404046.0</td>\n",
       "      <td>624168.0</td>\n",
       "      <td>1248585.0</td>\n",
       "      <td>128607</td>\n",
       "      <td>5298.0</td>\n",
       "      <td>2385.0</td>\n",
       "      <td>2345.0</td>\n",
       "      <td>3665.0</td>\n",
       "      <td>4599.0</td>\n",
       "      <td>4783.0</td>\n",
       "      <td>4404.0</td>\n",
       "      <td>4850.0</td>\n",
       "      <td>4553.0</td>\n",
       "      <td>7619.0</td>\n",
       "      <td>12305.0</td>\n",
       "      <td>17432.0</td>\n",
       "      <td>15965.0</td>\n",
       "      <td>10876.0</td>\n",
       "      <td>14092.0</td>\n",
       "      <td>13436.0</td>\n",
       "      <td>0.267506</td>\n",
       "      <td>7.276116</td>\n",
       "      <td>16.315551</td>\n",
       "      <td>0.442938</td>\n",
       "      <td>0.255552</td>\n",
       "      <td>0.377187</td>\n",
       "      <td>0.377345</td>\n",
       "      <td>13.970295</td>\n",
       "      <td>7.381512</td>\n",
       "      <td>0.446110</td>\n",
       "      <td>0.316200</td>\n",
       "      <td>0.470067</td>\n",
       "      <td>0.257436</td>\n",
       "      <td>6.646560</td>\n",
       "      <td>17.131322</td>\n",
       "      <td>0.444285</td>\n",
       "      <td>0.248003</td>\n",
       "      <td>0.372075</td>\n",
       "      <td>0.411852</td>\n",
       "      <td>18.409700</td>\n",
       "      <td>6.700284</td>\n",
       "      <td>0.495195</td>\n",
       "      <td>0.333202</td>\n",
       "      <td>0.470831</td>\n",
       "      <td>0.228410</td>\n",
       "      <td>7.616081</td>\n",
       "      <td>27.056712</td>\n",
       "      <td>0.452608</td>\n",
       "      <td>0.269971</td>\n",
       "      <td>0.274901</td>\n",
       "      <td>0.293910</td>\n",
       "      <td>9.370588</td>\n",
       "      <td>14.843958</td>\n",
       "      <td>0.458045</td>\n",
       "      <td>0.274499</td>\n",
       "      <td>0.382767</td>\n",
       "      <td>0.324712</td>\n",
       "      <td>10.647165</td>\n",
       "      <td>10.447332</td>\n",
       "      <td>0.489414</td>\n",
       "      <td>0.303216</td>\n",
       "      <td>0.443758</td>\n",
       "      <td>0.412050</td>\n",
       "      <td>18.143461</td>\n",
       "      <td>5.984487</td>\n",
       "      <td>0.493913</td>\n",
       "      <td>0.325080</td>\n",
       "      <td>0.494412</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Year Total - WHITE  Less than $10,000 - WHITE  $10,000 to $14,999 - WHITE  \\\n",
       "0  2010      58911688                  1948633.0                   1532336.0   \n",
       "0  2011      59214878                  1978627.0                   1519727.0   \n",
       "0  2012      59360285                  2047785.0                   1532077.0   \n",
       "0  2013      59388987                  2110072.0                   1523283.0   \n",
       "0  2014      59439836                  2121832.0                   1508860.0   \n",
       "0  2015      59535040                  2105317.0                   1498318.0   \n",
       "0  2016      59642655                  2039704.0                   1437857.0   \n",
       "0  2017      59991642                  1938879.0                   1355699.0   \n",
       "0  2018      60101787                  1826745.0                   1249170.0   \n",
       "0  2019      60235481                  1715071.0                   1131283.0   \n",
       "0  2020      59387590                  1592601.0                   1038368.0   \n",
       "0  2021      58364673                  1470498.0                    923187.0   \n",
       "0  2022      57078202                  1300976.0                    805793.0   \n",
       "\n",
       "   $15,000 to $19,999 - WHITE  $20,000 to $24,999 - WHITE  \\\n",
       "0                   1938268.0                   2298082.0   \n",
       "0                   1907024.0                   2241119.0   \n",
       "0                   1894499.0                   2263658.0   \n",
       "0                   1907237.0                   2269701.0   \n",
       "0                   1878772.0                   2220059.0   \n",
       "0                   1835564.0                   2211636.0   \n",
       "0                   1744284.0                   2119758.0   \n",
       "0                   1631461.0                   1989946.0   \n",
       "0                   1507853.0                   1851166.0   \n",
       "0                   1413817.0                   1735393.0   \n",
       "0                   1276228.0                   1586299.0   \n",
       "0                   1094034.0                   1373442.0   \n",
       "0                    894674.0                   1151633.0   \n",
       "\n",
       "   $25,000 to $29,999 - WHITE  $30,000 to $34,999 - WHITE  \\\n",
       "0                   2444775.0                   2636813.0   \n",
       "0                   2438410.0                   2577313.0   \n",
       "0                   2445179.0                   2572776.0   \n",
       "0                   2413514.0                   2598190.0   \n",
       "0                   2393335.0                   2552258.0   \n",
       "0                   2343920.0                   2546686.0   \n",
       "0                   2266576.0                   2464053.0   \n",
       "0                   2155607.0                   2356052.0   \n",
       "0                   2061940.0                   2244405.0   \n",
       "0                   1901196.0                   2168232.0   \n",
       "0                   1772118.0                   2011751.0   \n",
       "0                   1570332.0                   1768692.0   \n",
       "0                   1304156.0                   1444111.0   \n",
       "\n",
       "   $35,000 to $39,999 - WHITE  $40,000 to $44,999 - WHITE  \\\n",
       "0                   2607406.0                   2712406.0   \n",
       "0                   2574899.0                   2645805.0   \n",
       "0                   2539028.0                   2645077.0   \n",
       "0                   2509495.0                   2622665.0   \n",
       "0                   2507363.0                   2592005.0   \n",
       "0                   2476071.0                   2576229.0   \n",
       "0                   2428541.0                   2520843.0   \n",
       "0                   2350593.0                   2452001.0   \n",
       "0                   2238386.0                   2357915.0   \n",
       "0                   2138823.0                   2218152.0   \n",
       "0                   1997541.0                   2128690.0   \n",
       "0                   1811037.0                   1922993.0   \n",
       "0                   1545230.0                   1624968.0   \n",
       "\n",
       "   $45,000 to $49,999 - WHITE  $50,000 to $59,999 - WHITE  \\\n",
       "0                   2569323.0                   5117256.0   \n",
       "0                   2493407.0                   5036889.0   \n",
       "0                   2466682.0                   4983082.0   \n",
       "0                   2474410.0                   4941092.0   \n",
       "0                   2430645.0                   4869804.0   \n",
       "0                   2426026.0                   4836277.0   \n",
       "0                   2377696.0                   4763290.0   \n",
       "0                   2307053.0                   4671088.0   \n",
       "0                   2227467.0                   4539877.0   \n",
       "0                   2167818.0                   4410560.0   \n",
       "0                   2051416.0                   4257553.0   \n",
       "0                   1855685.0                   3936874.0   \n",
       "0                   1701826.0                   3529295.0   \n",
       "\n",
       "   $60,000 to $74,999 - WHITE  $75,000 to $99,999 - WHITE  \\\n",
       "0                   6976522.0                   9144424.0   \n",
       "0                   6872200.0                   9125849.0   \n",
       "0                   6785339.0                   9037989.0   \n",
       "0                   6678429.0                   8977124.0   \n",
       "0                   6638416.0                   8916065.0   \n",
       "0                   6636070.0                   8886367.0   \n",
       "0                   6582034.0                   8903133.0   \n",
       "0                   6527280.0                   8939181.0   \n",
       "0                   6382409.0                   8948655.0   \n",
       "0                   6219030.0                   9019654.0   \n",
       "0                   6062697.0                   8858497.0   \n",
       "0                   5689500.0                   8581668.0   \n",
       "0                   5155884.0                   8076548.0   \n",
       "\n",
       "   $100,000 to $124,999 - WHITE  $125,000 to $149,999 - WHITE  \\\n",
       "0                     6139302.0                     3643319.0   \n",
       "0                     6253999.0                     3845473.0   \n",
       "0                     6300015.0                     3910489.0   \n",
       "0                     6305594.0                     3930676.0   \n",
       "0                     6341849.0                     4007982.0   \n",
       "0                     6399274.0                     4030552.0   \n",
       "0                     6513470.0                     4171733.0   \n",
       "0                     6715230.0                     4406728.0   \n",
       "0                     6840940.0                     4684472.0   \n",
       "0                     7014878.0                     4859632.0   \n",
       "0                     7058994.0                     4988707.0   \n",
       "0                     7039267.0                     5217293.0   \n",
       "0                     6947917.0                     5381454.0   \n",
       "\n",
       "   $150,000 to $199,999 - WHITE  $200,000 or more - WHITE  \\\n",
       "0                     3601953.0                 3600870.0   \n",
       "0                     3854798.0                 3849339.0   \n",
       "0                     3962357.0                 3974253.0   \n",
       "0                     4041284.0                 4086221.0   \n",
       "0                     4168763.0                 4291828.0   \n",
       "0                     4252028.0                 4474705.0   \n",
       "0                     4478159.0                 4831524.0   \n",
       "0                     4833004.0                 5361840.0   \n",
       "0                     5193977.0                 5946410.0   \n",
       "0                     5596342.0                 6525600.0   \n",
       "0                     5779482.0                 6926648.0   \n",
       "0                     6262899.0                 7847272.0   \n",
       "0                     6901114.0                 9312623.0   \n",
       "\n",
       "  Total - TWO OR MORE RACES Less than $10,000 - TWO OR MORE RACES  \\\n",
       "0                   1094254                                 77672   \n",
       "0                   1165218                                 81270   \n",
       "0                   1231757                                 89274   \n",
       "0                   1292606                                 95043   \n",
       "0                   1346463                                 98752   \n",
       "0                   1382518                                 98001   \n",
       "0                   1427137                                 97547   \n",
       "0                   1474728                                 92307   \n",
       "0                   1531266                                 87051   \n",
       "0                   1586427                                 84142   \n",
       "0                   2851816                                125482   \n",
       "0                   4219511                                180554   \n",
       "0                   5585416                                219978   \n",
       "\n",
       "  $10,000 to $14,999 - TWO OR MORE RACES  \\\n",
       "0                                  49473   \n",
       "0                                  53564   \n",
       "0                                  56010   \n",
       "0                                  60411   \n",
       "0                                  61529   \n",
       "0                                  61490   \n",
       "0                                  60135   \n",
       "0                                  58452   \n",
       "0                                  55230   \n",
       "0                                  51976   \n",
       "0                                  79449   \n",
       "0                                 110693   \n",
       "0                                 133267   \n",
       "\n",
       "  $15,000 to $19,999 - TWO OR MORE RACES  \\\n",
       "0                                  54328   \n",
       "0                                  57557   \n",
       "0                                  61245   \n",
       "0                                  64836   \n",
       "0                                  68355   \n",
       "0                                  67528   \n",
       "0                                  65859   \n",
       "0                                  64392   \n",
       "0                                  60857   \n",
       "0                                  57132   \n",
       "0                                  90610   \n",
       "0                                 122324   \n",
       "0                                 139434   \n",
       "\n",
       "  $20,000 to $24,999 - TWO OR MORE RACES  \\\n",
       "0                                  57310   \n",
       "0                                  60213   \n",
       "0                                  65308   \n",
       "0                                  67913   \n",
       "0                                  69775   \n",
       "0                                  71567   \n",
       "0                                  69951   \n",
       "0                                  66228   \n",
       "0                                  65124   \n",
       "0                                  63737   \n",
       "0                                 111858   \n",
       "0                                 148216   \n",
       "0                                 176004   \n",
       "\n",
       "  $25,000 to $29,999 - TWO OR MORE RACES  \\\n",
       "0                                  56675   \n",
       "0                                  59521   \n",
       "0                                  63622   \n",
       "0                                  65351   \n",
       "0                                  67510   \n",
       "0                                  67634   \n",
       "0                                  68207   \n",
       "0                                  67125   \n",
       "0                                  66800   \n",
       "0                                  63231   \n",
       "0                                 107785   \n",
       "0                                 161344   \n",
       "0                                 197010   \n",
       "\n",
       "  $30,000 to $34,999 - TWO OR MORE RACES  \\\n",
       "0                                  56361   \n",
       "0                                  59343   \n",
       "0                                  60826   \n",
       "0                                  64759   \n",
       "0                                  65183   \n",
       "0                                  67031   \n",
       "0                                  67382   \n",
       "0                                  66416   \n",
       "0                                  64002   \n",
       "0                                  66735   \n",
       "0                                 120765   \n",
       "0                                 170646   \n",
       "0                                 206857   \n",
       "\n",
       "  $35,000 to $39,999 - TWO OR MORE RACES  \\\n",
       "0                                  53501   \n",
       "0                                  56434   \n",
       "0                                  59162   \n",
       "0                                  60421   \n",
       "0                                  62255   \n",
       "0                                  61764   \n",
       "0                                  61993   \n",
       "0                                  63043   \n",
       "0                                  64008   \n",
       "0                                  62332   \n",
       "0                                 114473   \n",
       "0                                 161112   \n",
       "0                                 196988   \n",
       "\n",
       "  $40,000 to $44,999 - TWO OR MORE RACES  \\\n",
       "0                                  54799   \n",
       "0                                  54835   \n",
       "0                                  58012   \n",
       "0                                  60668   \n",
       "0                                  60501   \n",
       "0                                  61918   \n",
       "0                                  62082   \n",
       "0                                  62166   \n",
       "0                                  64064   \n",
       "0                                  63923   \n",
       "0                                 119814   \n",
       "0                                 173982   \n",
       "0                                 197653   \n",
       "\n",
       "  $45,000 to $49,999 - TWO OR MORE RACES  \\\n",
       "0                                  48783   \n",
       "0                                  50756   \n",
       "0                                  53066   \n",
       "0                                  54378   \n",
       "0                                  55400   \n",
       "0                                  55790   \n",
       "0                                  56770   \n",
       "0                                  56288   \n",
       "0                                  55449   \n",
       "0                                  58828   \n",
       "0                                 103184   \n",
       "0                                 153712   \n",
       "0                                 206666   \n",
       "\n",
       "  $50,000 to $59,999 - TWO OR MORE RACES  \\\n",
       "0                                  92575   \n",
       "0                                  96152   \n",
       "0                                 100588   \n",
       "0                                 104972   \n",
       "0                                 108422   \n",
       "0                                 110063   \n",
       "0                                 112404   \n",
       "0                                 113171   \n",
       "0                                 114860   \n",
       "0                                 114529   \n",
       "0                                 212165   \n",
       "0                                 308030   \n",
       "0                                 391369   \n",
       "\n",
       "  $60,000 to $74,999 - TWO OR MORE RACES  \\\n",
       "0                                 118774   \n",
       "0                                 122290   \n",
       "0                                 127265   \n",
       "0                                 131665   \n",
       "0                                 134818   \n",
       "0                                 139689   \n",
       "0                                 143592   \n",
       "0                                 147572   \n",
       "0                                 151841   \n",
       "0                                 154774   \n",
       "0                                 290706   \n",
       "0                                 430545   \n",
       "0                                 548431   \n",
       "\n",
       "  $75,000 to $99,999 - TWO OR MORE RACES  \\\n",
       "0                                 146266   \n",
       "0                                 156627   \n",
       "0                                 160470   \n",
       "0                                 164940   \n",
       "0                                 170284   \n",
       "0                                 175484   \n",
       "0                                 183347   \n",
       "0                                 192584   \n",
       "0                                 200193   \n",
       "0                                 211647   \n",
       "0                                 389091   \n",
       "0                                 577251   \n",
       "0                                 778972   \n",
       "\n",
       "  $100,000 to $124,999 - TWO OR MORE RACES  \\\n",
       "0                                    89731   \n",
       "0                                    98038   \n",
       "0                                   104665   \n",
       "0                                   110529   \n",
       "0                                   117822   \n",
       "0                                   123538   \n",
       "0                                   129326   \n",
       "0                                   140100   \n",
       "0                                   151295   \n",
       "0                                   161455   \n",
       "0                                   298766   \n",
       "0                                   442615   \n",
       "0                                   594675   \n",
       "\n",
       "  $125,000 to $149,999 - TWO OR MORE RACES  \\\n",
       "0                                    49422   \n",
       "0                                    55785   \n",
       "0                                    59417   \n",
       "0                                    63685   \n",
       "0                                    69536   \n",
       "0                                    75103   \n",
       "0                                    81517   \n",
       "0                                    89949   \n",
       "0                                   101012   \n",
       "0                                   109683   \n",
       "0                                   202236   \n",
       "0                                   315104   \n",
       "0                                   437828   \n",
       "\n",
       "  $150,000 to $199,999 - TWO OR MORE RACES  \\\n",
       "0                                    49104   \n",
       "0                                    55944   \n",
       "0                                    61655   \n",
       "0                                    66372   \n",
       "0                                    72096   \n",
       "0                                    76005   \n",
       "0                                    85444   \n",
       "0                                    97144   \n",
       "0                                   112072   \n",
       "0                                   127055   \n",
       "0                                   232906   \n",
       "0                                   361463   \n",
       "0                                   532261   \n",
       "\n",
       "  $200,000 or more - TWO OR MORE RACES Total - HISPANIC OR LATINO  \\\n",
       "0                                39480                   10014699   \n",
       "0                                46889                   10225537   \n",
       "0                                51172                   10421026   \n",
       "0                                56663                   10610087   \n",
       "0                                64225                   10851719   \n",
       "0                                69913                   11085526   \n",
       "0                                81581                   11287158   \n",
       "0                                97791                   11575322   \n",
       "0                               117408                   11828022   \n",
       "0                               135248                   12056862   \n",
       "0                               252526                   12303195   \n",
       "0                               401920                   12811747   \n",
       "0                               628023                   13141075   \n",
       "\n",
       "   Less than $10,000 - HISPANIC OR LATINO  \\\n",
       "0                                715730.0   \n",
       "0                                732161.0   \n",
       "0                                764008.0   \n",
       "0                                791612.0   \n",
       "0                                803446.0   \n",
       "0                                800365.0   \n",
       "0                                772693.0   \n",
       "0                                733305.0   \n",
       "0                                695946.0   \n",
       "0                                657506.0   \n",
       "0                                625160.0   \n",
       "0                                623317.0   \n",
       "0                                590716.0   \n",
       "\n",
       "   $10,000 to $14,999 - HISPANIC OR LATINO  \\\n",
       "0                                 573764.0   \n",
       "0                                 578032.0   \n",
       "0                                 592705.0   \n",
       "0                                 594633.0   \n",
       "0                                 597989.0   \n",
       "0                                 598818.0   \n",
       "0                                 576125.0   \n",
       "0                                 540863.0   \n",
       "0                                 496054.0   \n",
       "0                                 441697.0   \n",
       "0                                 407060.0   \n",
       "0                                 384017.0   \n",
       "0                                 344340.0   \n",
       "\n",
       "   $15,000 to $19,999 - HISPANIC OR LATINO  \\\n",
       "0                                 688181.0   \n",
       "0                                 695115.0   \n",
       "0                                 706792.0   \n",
       "0                                 728312.0   \n",
       "0                                 733600.0   \n",
       "0                                 725642.0   \n",
       "0                                 698301.0   \n",
       "0                                 657768.0   \n",
       "0                                 611940.0   \n",
       "0                                 576655.0   \n",
       "0                                 520010.0   \n",
       "0                                 465069.0   \n",
       "0                                 390699.0   \n",
       "\n",
       "   $20,000 to $24,999 - HISPANIC OR LATINO  \\\n",
       "0                                 726522.0   \n",
       "0                                 720522.0   \n",
       "0                                 736499.0   \n",
       "0                                 749395.0   \n",
       "0                                 751317.0   \n",
       "0                                 771997.0   \n",
       "0                                 756906.0   \n",
       "0                                 730455.0   \n",
       "0                                 693791.0   \n",
       "0                                 662906.0   \n",
       "0                                 619933.0   \n",
       "0                                 572344.0   \n",
       "0                                 510092.0   \n",
       "\n",
       "   $25,000 to $29,999 - HISPANIC OR LATINO  \\\n",
       "0                                 685039.0   \n",
       "0                                 699791.0   \n",
       "0                                 716426.0   \n",
       "0                                 715708.0   \n",
       "0                                 729214.0   \n",
       "0                                 734360.0   \n",
       "0                                 730607.0   \n",
       "0                                 711416.0   \n",
       "0                                 701941.0   \n",
       "0                                 657329.0   \n",
       "0                                 627561.0   \n",
       "0                                 612411.0   \n",
       "0                                 561493.0   \n",
       "\n",
       "   $30,000 to $34,999 - HISPANIC OR LATINO  \\\n",
       "0                                 671006.0   \n",
       "0                                 670463.0   \n",
       "0                                 674058.0   \n",
       "0                                 692694.0   \n",
       "0                                 694138.0   \n",
       "0                                 711165.0   \n",
       "0                                 703189.0   \n",
       "0                                 700497.0   \n",
       "0                                 687671.0   \n",
       "0                                 699986.0   \n",
       "0                                 669810.0   \n",
       "0                                 643996.0   \n",
       "0                                 563298.0   \n",
       "\n",
       "   $35,000 to $39,999 - HISPANIC OR LATINO  \\\n",
       "0                                 602951.0   \n",
       "0                                 610907.0   \n",
       "0                                 611906.0   \n",
       "0                                 611001.0   \n",
       "0                                 630605.0   \n",
       "0                                 634212.0   \n",
       "0                                 641440.0   \n",
       "0                                 648756.0   \n",
       "0                                 641055.0   \n",
       "0                                 627919.0   \n",
       "0                                 603712.0   \n",
       "0                                 594831.0   \n",
       "0                                 553391.0   \n",
       "\n",
       "   $40,000 to $44,999 - HISPANIC OR LATINO  \\\n",
       "0                                 570735.0   \n",
       "0                                 566429.0   \n",
       "0                                 577514.0   \n",
       "0                                 586250.0   \n",
       "0                                 596631.0   \n",
       "0                                 610820.0   \n",
       "0                                 621657.0   \n",
       "0                                 628957.0   \n",
       "0                                 631564.0   \n",
       "0                                 616327.0   \n",
       "0                                 625592.0   \n",
       "0                                 614914.0   \n",
       "0                                 547287.0   \n",
       "\n",
       "   $45,000 to $49,999 - HISPANIC OR LATINO  \\\n",
       "0                                 499871.0   \n",
       "0                                 497546.0   \n",
       "0                                 497746.0   \n",
       "0                                 509332.0   \n",
       "0                                 517174.0   \n",
       "0                                 531935.0   \n",
       "0                                 540788.0   \n",
       "0                                 546531.0   \n",
       "0                                 552205.0   \n",
       "0                                 559708.0   \n",
       "0                                 554894.0   \n",
       "0                                 540267.0   \n",
       "0                                 556828.0   \n",
       "\n",
       "   $50,000 to $59,999 - HISPANIC OR LATINO  \\\n",
       "0                                 881280.0   \n",
       "0                                 893073.0   \n",
       "0                                 896956.0   \n",
       "0                                 903508.0   \n",
       "0                                 917533.0   \n",
       "0                                 936572.0   \n",
       "0                                 959795.0   \n",
       "0                                 997651.0   \n",
       "0                                1026948.0   \n",
       "0                                1047598.0   \n",
       "0                                1064974.0   \n",
       "0                                1078460.0   \n",
       "0                                1053678.0   \n",
       "\n",
       "   $60,000 to $74,999 - HISPANIC OR LATINO  \\\n",
       "0                                1013042.0   \n",
       "0                                1033601.0   \n",
       "0                                1041631.0   \n",
       "0                                1046244.0   \n",
       "0                                1074647.0   \n",
       "0                                1106323.0   \n",
       "0                                1143222.0   \n",
       "0                                1199707.0   \n",
       "0                                1250361.0   \n",
       "0                                1287262.0   \n",
       "0                                1329932.0   \n",
       "0                                1385852.0   \n",
       "0                                1390038.0   \n",
       "\n",
       "   $75,000 to $99,999 - HISPANIC OR LATINO  \\\n",
       "0                                1065701.0   \n",
       "0                                1097939.0   \n",
       "0                                1108681.0   \n",
       "0                                1130797.0   \n",
       "0                                1165026.0   \n",
       "0                                1202264.0   \n",
       "0                                1268062.0   \n",
       "0                                1355767.0   \n",
       "0                                1443669.0   \n",
       "0                                1544621.0   \n",
       "0                                1627507.0   \n",
       "0                                1756246.0   \n",
       "0                                1861861.0   \n",
       "\n",
       "   $100,000 to $124,999 - HISPANIC OR LATINO  \\\n",
       "0                                   584348.0   \n",
       "0                                   615682.0   \n",
       "0                                   638458.0   \n",
       "0                                   657349.0   \n",
       "0                                   684242.0   \n",
       "0                                   711957.0   \n",
       "0                                   759695.0   \n",
       "0                                   839699.0   \n",
       "0                                   912528.0   \n",
       "0                                   996626.0   \n",
       "0                                  1094412.0   \n",
       "0                                  1204891.0   \n",
       "0                                  1328590.0   \n",
       "\n",
       "   $125,000 to $149,999 - HISPANIC OR LATINO  \\\n",
       "0                                   303840.0   \n",
       "0                                   330209.0   \n",
       "0                                   343930.0   \n",
       "0                                   354108.0   \n",
       "0                                   372902.0   \n",
       "0                                   387687.0   \n",
       "0                                   420248.0   \n",
       "0                                   473900.0   \n",
       "0                                   535124.0   \n",
       "0                                   594450.0   \n",
       "0                                   673675.0   \n",
       "0                                   786666.0   \n",
       "0                                   909295.0   \n",
       "\n",
       "   $150,000 to $199,999 - HISPANIC OR LATINO  \\\n",
       "0                                   256317.0   \n",
       "0                                   286837.0   \n",
       "0                                   302814.0   \n",
       "0                                   314090.0   \n",
       "0                                   336640.0   \n",
       "0                                   355505.0   \n",
       "0                                   391624.0   \n",
       "0                                   453253.0   \n",
       "0                                   523162.0   \n",
       "0                                   594105.0   \n",
       "0                                   672995.0   \n",
       "0                                   817725.0   \n",
       "0                                  1009459.0   \n",
       "\n",
       "   $200,000 or more - HISPANIC OR LATINO  \\\n",
       "0                               176372.0   \n",
       "0                               197230.0   \n",
       "0                               210902.0   \n",
       "0                               225054.0   \n",
       "0                               246615.0   \n",
       "0                               265904.0   \n",
       "0                               302806.0   \n",
       "0                               356797.0   \n",
       "0                               424063.0   \n",
       "0                               492167.0   \n",
       "0                               585968.0   \n",
       "0                               730741.0   \n",
       "0                               970010.0   \n",
       "\n",
       "  Total - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                              52880569   \n",
       "0                              52794890   \n",
       "0                              52569246   \n",
       "0                              52393198   \n",
       "0                              52211613   \n",
       "0                              52100817   \n",
       "0                              52071971   \n",
       "0                              52227621   \n",
       "0                              52173330   \n",
       "0                              52161339   \n",
       "0                              52221719   \n",
       "0                              52129882   \n",
       "0                              51985404   \n",
       "\n",
       "   Less than $10,000 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1550191.0   \n",
       "0                                          1554757.0   \n",
       "0                                          1587071.0   \n",
       "0                                          1622260.0   \n",
       "0                                          1622415.0   \n",
       "0                                          1600317.0   \n",
       "0                                          1547585.0   \n",
       "0                                          1469651.0   \n",
       "0                                          1380305.0   \n",
       "0                                          1293816.0   \n",
       "0                                          1237935.0   \n",
       "0                                          1180814.0   \n",
       "0                                          1084605.0   \n",
       "\n",
       "   $10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1196108.0    \n",
       "0                                          1167179.0    \n",
       "0                                          1163328.0    \n",
       "0                                          1151287.0    \n",
       "0                                          1131377.0    \n",
       "0                                          1116566.0    \n",
       "0                                          1070480.0    \n",
       "0                                          1008852.0    \n",
       "0                                           930497.0    \n",
       "0                                           846596.0    \n",
       "0                                           803970.0    \n",
       "0                                           738714.0    \n",
       "0                                           674226.0    \n",
       "\n",
       "   $15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1529473.0    \n",
       "0                                          1480901.0    \n",
       "0                                          1450440.0    \n",
       "0                                          1444481.0    \n",
       "0                                          1409008.0    \n",
       "0                                          1366843.0    \n",
       "0                                          1293043.0    \n",
       "0                                          1203898.0    \n",
       "0                                          1112634.0    \n",
       "0                                          1042326.0    \n",
       "0                                           978678.0    \n",
       "0                                           870076.0    \n",
       "0                                           743040.0    \n",
       "\n",
       "   $20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1865641.0    \n",
       "0                                          1795289.0    \n",
       "0                                          1793704.0    \n",
       "0                                          1788740.0    \n",
       "0                                          1734873.0    \n",
       "0                                          1709331.0    \n",
       "0                                          1624747.0    \n",
       "0                                          1512632.0    \n",
       "0                                          1398961.0    \n",
       "0                                          1302160.0    \n",
       "0                                          1229964.0    \n",
       "0                                          1092915.0    \n",
       "0                                           953370.0    \n",
       "\n",
       "   $25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2037969.0    \n",
       "0                                          2003476.0    \n",
       "0                                          1983456.0    \n",
       "0                                          1947993.0    \n",
       "0                                          1916664.0    \n",
       "0                                          1862969.0    \n",
       "0                                          1790703.0    \n",
       "0                                          1692646.0    \n",
       "0                                          1604096.0    \n",
       "0                                          1472544.0    \n",
       "0                                          1406414.0    \n",
       "0                                          1271980.0    \n",
       "0                                          1088001.0    \n",
       "\n",
       "   $30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2238574.0    \n",
       "0                                          2163720.0    \n",
       "0                                          2139803.0    \n",
       "0                                          2150136.0    \n",
       "0                                          2098885.0    \n",
       "0                                          2079403.0    \n",
       "0                                          2003517.0    \n",
       "0                                          1898376.0    \n",
       "0                                          1794530.0    \n",
       "0                                          1710288.0    \n",
       "0                                          1626506.0    \n",
       "0                                          1455330.0    \n",
       "0                                          1233352.0    \n",
       "\n",
       "   $35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2250268.0    \n",
       "0                                          2199120.0    \n",
       "0                                          2149023.0    \n",
       "0                                          2114288.0    \n",
       "0                                          2096131.0    \n",
       "0                                          2060867.0    \n",
       "0                                          2007653.0    \n",
       "0                                          1927146.0    \n",
       "0                                          1821305.0    \n",
       "0                                          1731854.0    \n",
       "0                                          1653682.0    \n",
       "0                                          1524102.0    \n",
       "0                                          1330448.0    \n",
       "\n",
       "   $40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2376473.0    \n",
       "0                                          2297051.0    \n",
       "0                                          2274288.0    \n",
       "0                                          2241563.0    \n",
       "0                                          2200116.0    \n",
       "0                                          2171748.0    \n",
       "0                                          2108772.0    \n",
       "0                                          2036435.0    \n",
       "0                                          1942654.0    \n",
       "0                                          1815621.0    \n",
       "0                                          1772875.0    \n",
       "0                                          1632278.0    \n",
       "0                                          1415084.0    \n",
       "\n",
       "   $45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2272537.0    \n",
       "0                                          2186093.0    \n",
       "0                                          2149090.0    \n",
       "0                                          2145395.0    \n",
       "0                                          2093062.0    \n",
       "0                                          2074662.0    \n",
       "0                                          2021146.0    \n",
       "0                                          1948302.0    \n",
       "0                                          1866432.0    \n",
       "0                                          1801275.0    \n",
       "0                                          1732352.0    \n",
       "0                                          1597362.0    \n",
       "0                                          1489355.0    \n",
       "\n",
       "   $50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          4592132.0    \n",
       "0                                          4480237.0    \n",
       "0                                          4398995.0    \n",
       "0                                          4345405.0    \n",
       "0                                          4259076.0    \n",
       "0                                          4210366.0    \n",
       "0                                          4125260.0    \n",
       "0                                          4008731.0    \n",
       "0                                          3859714.0    \n",
       "0                                          3718561.0    \n",
       "0                                          3644966.0    \n",
       "0                                          3413890.0    \n",
       "0                                          3119735.0    \n",
       "\n",
       "   $60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          6366908.0    \n",
       "0                                          6221844.0    \n",
       "0                                          6102227.0    \n",
       "0                                          5984482.0    \n",
       "0                                          5917903.0    \n",
       "0                                          5890249.0    \n",
       "0                                          5814682.0    \n",
       "0                                          5726478.0    \n",
       "0                                          5551790.0    \n",
       "0                                          5371002.0    \n",
       "0                                          5306919.0    \n",
       "0                                          5034743.0    \n",
       "0                                          4631959.0    \n",
       "\n",
       "   $75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          8494093.0    \n",
       "0                                          8425462.0    \n",
       "0                                          8299284.0    \n",
       "0                                          8214581.0    \n",
       "0                                          8119249.0    \n",
       "0                                          8060587.0    \n",
       "0                                          8033497.0    \n",
       "0                                          8012669.0    \n",
       "0                                          7965262.0    \n",
       "0                                          7973440.0    \n",
       "0                                          7906995.0    \n",
       "0                                          7725601.0    \n",
       "0                                          7368189.0    \n",
       "\n",
       "   $100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          5770399.0      \n",
       "0                                          5849257.0      \n",
       "0                                          5861874.0      \n",
       "0                                          5847584.0      \n",
       "0                                          5858378.0      \n",
       "0                                          5893322.0      \n",
       "0                                          5978009.0      \n",
       "0                                          6126189.0      \n",
       "0                                          6206273.0      \n",
       "0                                          6325394.0      \n",
       "0                                          6414749.0      \n",
       "0                                          6447226.0      \n",
       "0                                          6426968.0      \n",
       "\n",
       "   $125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          3441875.0      \n",
       "0                                          3620075.0      \n",
       "0                                          3667150.0      \n",
       "0                                          3676878.0      \n",
       "0                                          3740213.0      \n",
       "0                                          3751319.0      \n",
       "0                                          3869819.0      \n",
       "0                                          4068980.0      \n",
       "0                                          4305035.0      \n",
       "0                                          4440880.0      \n",
       "0                                          4586221.0      \n",
       "0                                          4828993.0      \n",
       "0                                          5022141.0      \n",
       "\n",
       "   $150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          3427854.0      \n",
       "0                                          3651239.0      \n",
       "0                                          3740961.0      \n",
       "0                                          3809696.0      \n",
       "0                                          3918031.0      \n",
       "0                                          3987379.0      \n",
       "0                                          4189184.0      \n",
       "0                                          4502138.0      \n",
       "0                                          4814653.0      \n",
       "0                                          5167757.0      \n",
       "0                                          5366517.0      \n",
       "0                                          5851904.0      \n",
       "0                                          6499144.0      \n",
       "\n",
       "   $200,000 or more - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                         3470074.0   \n",
       "0                                         3699190.0   \n",
       "0                                         3808552.0   \n",
       "0                                         3908429.0   \n",
       "0                                         4096232.0   \n",
       "0                                         4264889.0   \n",
       "0                                         4593874.0   \n",
       "0                                         5084498.0   \n",
       "0                                         5619189.0   \n",
       "0                                         6147825.0   \n",
       "0                                         6552976.0   \n",
       "0                                         7463954.0   \n",
       "0                                         8905787.0   \n",
       "\n",
       "  Total - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                    555791   \n",
       "0                                    558324   \n",
       "0                                    559154   \n",
       "0                                    558024   \n",
       "0                                    562496   \n",
       "0                                    560094   \n",
       "0                                    563037   \n",
       "0                                    574313   \n",
       "0                                    588204   \n",
       "0                                    596147   \n",
       "0                                    587302   \n",
       "0                                    586386   \n",
       "0                                    601054   \n",
       "\n",
       "   Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            57303.0       \n",
       "0                                            56780.0       \n",
       "0                                            56622.0       \n",
       "0                                            59057.0       \n",
       "0                                            59681.0       \n",
       "0                                            58359.0       \n",
       "0                                            56099.0       \n",
       "0                                            55383.0       \n",
       "0                                            52319.0       \n",
       "0                                            48774.0       \n",
       "0                                            46682.0       \n",
       "0                                            43493.0       \n",
       "0                                            38673.0       \n",
       "\n",
       "   $10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            35634.0        \n",
       "0                                            34639.0        \n",
       "0                                            34376.0        \n",
       "0                                            34045.0        \n",
       "0                                            34244.0        \n",
       "0                                            32921.0        \n",
       "0                                            32107.0        \n",
       "0                                            29966.0        \n",
       "0                                            30207.0        \n",
       "0                                            27455.0        \n",
       "0                                            25151.0        \n",
       "0                                            24104.0        \n",
       "0                                            22811.0        \n",
       "\n",
       "   $15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            36437.0        \n",
       "0                                            35618.0        \n",
       "0                                            35913.0        \n",
       "0                                            34994.0        \n",
       "0                                            34546.0        \n",
       "0                                            34574.0        \n",
       "0                                            33980.0        \n",
       "0                                            33011.0        \n",
       "0                                            32078.0        \n",
       "0                                            30607.0        \n",
       "0                                            29409.0        \n",
       "0                                            25731.0        \n",
       "0                                            22321.0        \n",
       "\n",
       "   $20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            37395.0        \n",
       "0                                            36180.0        \n",
       "0                                            36043.0        \n",
       "0                                            35981.0        \n",
       "0                                            36483.0        \n",
       "0                                            36899.0        \n",
       "0                                            36769.0        \n",
       "0                                            34795.0        \n",
       "0                                            33671.0        \n",
       "0                                            34040.0        \n",
       "0                                            32267.0        \n",
       "0                                            28465.0        \n",
       "0                                            25247.0        \n",
       "\n",
       "   $25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            34269.0        \n",
       "0                                            35036.0        \n",
       "0                                            35500.0        \n",
       "0                                            36306.0        \n",
       "0                                            36050.0        \n",
       "0                                            34643.0        \n",
       "0                                            33816.0        \n",
       "0                                            33863.0        \n",
       "0                                            34154.0        \n",
       "0                                            33075.0        \n",
       "0                                            31288.0        \n",
       "0                                            29218.0        \n",
       "0                                            27079.0        \n",
       "\n",
       "   $30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            34140.0        \n",
       "0                                            32851.0        \n",
       "0                                            32959.0        \n",
       "0                                            32512.0        \n",
       "0                                            33431.0        \n",
       "0                                            32742.0        \n",
       "0                                            32703.0        \n",
       "0                                            32189.0        \n",
       "0                                            31589.0        \n",
       "0                                            31450.0        \n",
       "0                                            30348.0        \n",
       "0                                            28622.0        \n",
       "0                                            26093.0        \n",
       "\n",
       "   $35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            31449.0        \n",
       "0                                            31393.0        \n",
       "0                                            30825.0        \n",
       "0                                            30040.0        \n",
       "0                                            30161.0        \n",
       "0                                            29888.0        \n",
       "0                                            28988.0        \n",
       "0                                            29183.0        \n",
       "0                                            29539.0        \n",
       "0                                            29421.0        \n",
       "0                                            28137.0        \n",
       "0                                            27160.0        \n",
       "0                                            25027.0        \n",
       "\n",
       "   $40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            29297.0        \n",
       "0                                            29213.0        \n",
       "0                                            28623.0        \n",
       "0                                            27843.0        \n",
       "0                                            27225.0        \n",
       "0                                            26678.0        \n",
       "0                                            27035.0        \n",
       "0                                            27678.0        \n",
       "0                                            28025.0        \n",
       "0                                            27596.0        \n",
       "0                                            26292.0        \n",
       "0                                            26901.0        \n",
       "0                                            26216.0        \n",
       "\n",
       "   $45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            25639.0        \n",
       "0                                            24985.0        \n",
       "0                                            25696.0        \n",
       "0                                            26722.0        \n",
       "0                                            27277.0        \n",
       "0                                            26466.0        \n",
       "0                                            25838.0        \n",
       "0                                            25849.0        \n",
       "0                                            25452.0        \n",
       "0                                            24883.0        \n",
       "0                                            24388.0        \n",
       "0                                            23144.0        \n",
       "0                                            24338.0        \n",
       "\n",
       "   $50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            45706.0        \n",
       "0                                            46877.0        \n",
       "0                                            45854.0        \n",
       "0                                            44835.0        \n",
       "0                                            44732.0        \n",
       "0                                            45883.0        \n",
       "0                                            46743.0        \n",
       "0                                            46936.0        \n",
       "0                                            48644.0        \n",
       "0                                            48570.0        \n",
       "0                                            48244.0        \n",
       "0                                            46300.0        \n",
       "0                                            46015.0        \n",
       "\n",
       "   $60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            53849.0        \n",
       "0                                            53843.0        \n",
       "0                                            54989.0        \n",
       "0                                            53667.0        \n",
       "0                                            55401.0        \n",
       "0                                            55021.0        \n",
       "0                                            55428.0        \n",
       "0                                            58754.0        \n",
       "0                                            60945.0        \n",
       "0                                            62153.0        \n",
       "0                                            61822.0        \n",
       "0                                            62574.0        \n",
       "0                                            62103.0        \n",
       "\n",
       "   $75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            61716.0        \n",
       "0                                            62931.0        \n",
       "0                                            62005.0        \n",
       "0                                            61417.0        \n",
       "0                                            61534.0        \n",
       "0                                            61895.0        \n",
       "0                                            64700.0        \n",
       "0                                            67158.0        \n",
       "0                                            71138.0        \n",
       "0                                            74277.0        \n",
       "0                                            74401.0        \n",
       "0                                            75838.0        \n",
       "0                                            81415.0        \n",
       "\n",
       "   $100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            32899.0          \n",
       "0                                            34744.0          \n",
       "0                                            35421.0          \n",
       "0                                            35106.0          \n",
       "0                                            34721.0          \n",
       "0                                            35423.0          \n",
       "0                                            36542.0          \n",
       "0                                            40055.0          \n",
       "0                                            43433.0          \n",
       "0                                            47545.0          \n",
       "0                                            48626.0          \n",
       "0                                            52752.0          \n",
       "0                                            58535.0          \n",
       "\n",
       "   $125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            16780.0          \n",
       "0                                            17973.0          \n",
       "0                                            18770.0          \n",
       "0                                            18918.0          \n",
       "0                                            19256.0          \n",
       "0                                            19813.0          \n",
       "0                                            20577.0          \n",
       "0                                            23081.0          \n",
       "0                                            25141.0          \n",
       "0                                            27806.0          \n",
       "0                                            29627.0          \n",
       "0                                            31633.0          \n",
       "0                                            37752.0          \n",
       "\n",
       "   $150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            13352.0          \n",
       "0                                            14784.0          \n",
       "0                                            14997.0          \n",
       "0                                            16167.0          \n",
       "0                                            17118.0          \n",
       "0                                            17740.0          \n",
       "0                                            18968.0          \n",
       "0                                            21020.0          \n",
       "0                                            24036.0          \n",
       "0                                            27135.0          \n",
       "0                                            27351.0          \n",
       "0                                            33756.0          \n",
       "0                                            41459.0          \n",
       "\n",
       "   $200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                             9926.0      \n",
       "0                                            10477.0      \n",
       "0                                            10561.0      \n",
       "0                                            10414.0      \n",
       "0                                            10636.0      \n",
       "0                                            11149.0      \n",
       "0                                            12744.0      \n",
       "0                                            15392.0      \n",
       "0                                            17833.0      \n",
       "0                                            21360.0      \n",
       "0                                            23269.0      \n",
       "0                                            26695.0      \n",
       "0                                            35970.0      \n",
       "\n",
       "  Total - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                           8712387   \n",
       "0                           8749212   \n",
       "0                           8774634   \n",
       "0                           8793736   \n",
       "0                           8810561   \n",
       "0                           8833657   \n",
       "0                           8872012   \n",
       "0                           8922771   \n",
       "0                           8968231   \n",
       "0                           9021182   \n",
       "0                           9040538   \n",
       "0                           9091444   \n",
       "0                           9135434   \n",
       "\n",
       "   Less than $10,000 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                       937549.0   \n",
       "0                                       939610.0   \n",
       "0                                       955451.0   \n",
       "0                                       974133.0   \n",
       "0                                       974402.0   \n",
       "0                                       959391.0   \n",
       "0                                       912616.0   \n",
       "0                                       853818.0   \n",
       "0                                       792034.0   \n",
       "0                                       738063.0   \n",
       "0                                       695147.0   \n",
       "0                                       662611.0   \n",
       "0                                       602833.0   \n",
       "\n",
       "   $10,000 to $14,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        553730.0   \n",
       "0                                        547353.0   \n",
       "0                                        546796.0   \n",
       "0                                        543961.0   \n",
       "0                                        543380.0   \n",
       "0                                        539984.0   \n",
       "0                                        521092.0   \n",
       "0                                        492670.0   \n",
       "0                                        455922.0   \n",
       "0                                        416410.0   \n",
       "0                                        391144.0   \n",
       "0                                        367870.0   \n",
       "0                                        352950.0   \n",
       "\n",
       "   $15,000 to $19,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        587412.0   \n",
       "0                                        579064.0   \n",
       "0                                        577000.0   \n",
       "0                                        582500.0   \n",
       "0                                        572118.0   \n",
       "0                                        569882.0   \n",
       "0                                        554929.0   \n",
       "0                                        529487.0   \n",
       "0                                        499512.0   \n",
       "0                                        477859.0   \n",
       "0                                        434187.0   \n",
       "0                                        385674.0   \n",
       "0                                        329873.0   \n",
       "\n",
       "   $20,000 to $24,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        578497.0   \n",
       "0                                        562621.0   \n",
       "0                                        564946.0   \n",
       "0                                        564980.0   \n",
       "0                                        556527.0   \n",
       "0                                        557757.0   \n",
       "0                                        547374.0   \n",
       "0                                        537392.0   \n",
       "0                                        518512.0   \n",
       "0                                        499739.0   \n",
       "0                                        477804.0   \n",
       "0                                        441031.0   \n",
       "0                                        396150.0   \n",
       "\n",
       "   $25,000 to $29,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        546990.0   \n",
       "0                                        548154.0   \n",
       "0                                        542334.0   \n",
       "0                                        535287.0   \n",
       "0                                        534924.0   \n",
       "0                                        528187.0   \n",
       "0                                        522161.0   \n",
       "0                                        508605.0   \n",
       "0                                        507047.0   \n",
       "0                                        487478.0   \n",
       "0                                        477495.0   \n",
       "0                                        457777.0   \n",
       "0                                        405310.0   \n",
       "\n",
       "   $30,000 to $34,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        526252.0   \n",
       "0                                        519996.0   \n",
       "0                                        517626.0   \n",
       "0                                        524316.0   \n",
       "0                                        515476.0   \n",
       "0                                        516673.0   \n",
       "0                                        510875.0   \n",
       "0                                        503709.0   \n",
       "0                                        495583.0   \n",
       "0                                        497023.0   \n",
       "0                                        485051.0   \n",
       "0                                        462476.0   \n",
       "0                                        412789.0   \n",
       "\n",
       "   $35,000 to $39,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        471577.0   \n",
       "0                                        470715.0   \n",
       "0                                        463028.0   \n",
       "0                                        454609.0   \n",
       "0                                        463218.0   \n",
       "0                                        461402.0   \n",
       "0                                        462262.0   \n",
       "0                                        460251.0   \n",
       "0                                        448775.0   \n",
       "0                                        445055.0   \n",
       "0                                        431326.0   \n",
       "0                                        419152.0   \n",
       "0                                        401399.0   \n",
       "\n",
       "   $40,000 to $44,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        439720.0   \n",
       "0                                        433789.0   \n",
       "0                                        436345.0   \n",
       "0                                        437598.0   \n",
       "0                                        433638.0   \n",
       "0                                        434808.0   \n",
       "0                                        441504.0   \n",
       "0                                        439244.0   \n",
       "0                                        436240.0   \n",
       "0                                        425266.0   \n",
       "0                                        431147.0   \n",
       "0                                        419137.0   \n",
       "0                                        381151.0   \n",
       "\n",
       "   $45,000 to $49,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        381828.0   \n",
       "0                                        378053.0   \n",
       "0                                        377186.0   \n",
       "0                                        378075.0   \n",
       "0                                        375523.0   \n",
       "0                                        376789.0   \n",
       "0                                        378304.0   \n",
       "0                                        383148.0   \n",
       "0                                        386990.0   \n",
       "0                                        389051.0   \n",
       "0                                        384902.0   \n",
       "0                                        372670.0   \n",
       "0                                        380660.0   \n",
       "\n",
       "   $50,000 to $59,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        706003.0   \n",
       "0                                        702858.0   \n",
       "0                                        694944.0   \n",
       "0                                        688024.0   \n",
       "0                                        690405.0   \n",
       "0                                        693851.0   \n",
       "0                                        697525.0   \n",
       "0                                        701771.0   \n",
       "0                                        710968.0   \n",
       "0                                        713299.0   \n",
       "0                                        720417.0   \n",
       "0                                        711067.0   \n",
       "0                                        695113.0   \n",
       "\n",
       "   $60,000 to $74,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        840954.0   \n",
       "0                                        835427.0   \n",
       "0                                        830877.0   \n",
       "0                                        824447.0   \n",
       "0                                        829835.0   \n",
       "0                                        833029.0   \n",
       "0                                        847103.0   \n",
       "0                                        865983.0   \n",
       "0                                        879331.0   \n",
       "0                                        889741.0   \n",
       "0                                        908605.0   \n",
       "0                                        916196.0   \n",
       "0                                        895529.0   \n",
       "\n",
       "   $75,000 to $99,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        934659.0   \n",
       "0                                        943123.0   \n",
       "0                                        945813.0   \n",
       "0                                        938358.0   \n",
       "0                                        936260.0   \n",
       "0                                        946004.0   \n",
       "0                                        973502.0   \n",
       "0                                       1008632.0   \n",
       "0                                       1049316.0   \n",
       "0                                       1099489.0   \n",
       "0                                       1116500.0   \n",
       "0                                       1146878.0   \n",
       "0                                       1184139.0   \n",
       "\n",
       "   $100,000 to $124,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          537724.0   \n",
       "0                                          552022.0   \n",
       "0                                          559084.0   \n",
       "0                                          563866.0   \n",
       "0                                          569024.0   \n",
       "0                                          582190.0   \n",
       "0                                          606021.0   \n",
       "0                                          641655.0   \n",
       "0                                          675911.0   \n",
       "0                                          712468.0   \n",
       "0                                          751727.0   \n",
       "0                                          794755.0   \n",
       "0                                          849388.0   \n",
       "\n",
       "   $125,000 to $149,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          286568.0   \n",
       "0                                          310558.0   \n",
       "0                                          318524.0   \n",
       "0                                          320337.0   \n",
       "0                                          327646.0   \n",
       "0                                          330192.0   \n",
       "0                                          347557.0   \n",
       "0                                          375421.0   \n",
       "0                                          410725.0   \n",
       "0                                          442584.0   \n",
       "0                                          467079.0   \n",
       "0                                          515921.0   \n",
       "0                                          579021.0   \n",
       "\n",
       "   $150,000 to $199,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          239070.0   \n",
       "0                                          263869.0   \n",
       "0                                          274293.0   \n",
       "0                                          283559.0   \n",
       "0                                          295955.0   \n",
       "0                                          303180.0   \n",
       "0                                          326626.0   \n",
       "0                                          365058.0   \n",
       "0                                          403672.0   \n",
       "0                                          445491.0   \n",
       "0                                          485014.0   \n",
       "0                                          552946.0   \n",
       "0                                          657029.0   \n",
       "\n",
       "   $200,000 or more - BLACK OR AFRICAN AMERICAN Total - ALL  \\\n",
       "0                                      143854.0    76254318   \n",
       "0                                      162000.0    76507230   \n",
       "0                                      170387.0    76595548   \n",
       "0                                      179686.0    76744358   \n",
       "0                                      192230.0    76958064   \n",
       "0                                      200338.0    77260546   \n",
       "0                                      222561.0    77608829   \n",
       "0                                      255927.0    78298703   \n",
       "0                                      297693.0    78697103   \n",
       "0                                      342166.0    79114031   \n",
       "0                                      382993.0    79849830   \n",
       "0                                      465283.0    80755759   \n",
       "0                                      612100.0    81432908   \n",
       "\n",
       "   Less than $10,000 - ALL  $10,000 to $14,999 - ALL  \\\n",
       "0                3420397.0                 2470702.0   \n",
       "0                3445051.0                 2440090.0   \n",
       "0                3532325.0                 2452413.0   \n",
       "0                3626303.0                 2446045.0   \n",
       "0                3644405.0                 2430822.0   \n",
       "0                3603684.0                 2416398.0   \n",
       "0                3473834.0                 2325148.0   \n",
       "0                3293360.0                 2193054.0   \n",
       "0                3094975.0                 2023720.0   \n",
       "0                2905334.0                 1835765.0   \n",
       "0                2784559.0                 1737891.0   \n",
       "0                2697864.0                 1619887.0   \n",
       "0                2503187.0                 1498443.0   \n",
       "\n",
       "   $15,000 to $19,999 - ALL  $20,000 to $24,999 - ALL  \\\n",
       "0                 2978947.0                 3354646.0   \n",
       "0                 2931141.0                 3258041.0   \n",
       "0                 2913501.0                 3280090.0   \n",
       "0                 2939735.0                 3294094.0   \n",
       "0                 2903502.0                 3236751.0   \n",
       "0                 2854979.0                 3238944.0   \n",
       "0                 2732326.0                 3129559.0   \n",
       "0                 2571803.0                 2973303.0   \n",
       "0                 2394501.0                 2797213.0   \n",
       "0                 2260298.0                 2644006.0   \n",
       "0                 2094920.0                 2513807.0   \n",
       "0                 1872378.0                 2285643.0   \n",
       "0                 1600812.0                 2028300.0   \n",
       "\n",
       "   $25,000 to $29,999 - ALL  $30,000 to $34,999 - ALL  \\\n",
       "0                 3451413.0                 3623367.0   \n",
       "0                 3433148.0                 3540943.0   \n",
       "0                 3427261.0                 3518545.0   \n",
       "0                 3386967.0                 3557956.0   \n",
       "0                 3372475.0                 3500868.0   \n",
       "0                 3316566.0                 3505284.0   \n",
       "0                 3234068.0                 3415293.0   \n",
       "0                 3102727.0                 3299831.0   \n",
       "0                 3003706.0                 3169149.0   \n",
       "0                 2798228.0                 3097905.0   \n",
       "0                 2694744.0                 2976720.0   \n",
       "0                 2530419.0                 2754208.0   \n",
       "0                 2236899.0                 2386079.0   \n",
       "\n",
       "   $35,000 to $39,999 - ALL  $40,000 to $44,999 - ALL  \\\n",
       "0                 3506271.0                 3574848.0   \n",
       "0                 3462173.0                 3483109.0   \n",
       "0                 3404990.0                 3475407.0   \n",
       "0                 3362211.0                 3455584.0   \n",
       "0                 3375653.0                 3421443.0   \n",
       "0                 3345081.0                 3410791.0   \n",
       "0                 3298592.0                 3365110.0   \n",
       "0                 3223061.0                 3299053.0   \n",
       "0                 3096921.0                 3203661.0   \n",
       "0                 2987441.0                 3042945.0   \n",
       "0                 2874034.0                 3025990.0   \n",
       "0                 2725428.0                 2862694.0   \n",
       "0                 2463465.0                 2525965.0   \n",
       "\n",
       "   $45,000 to $49,999 - ALL  $50,000 to $59,999 - ALL  \\\n",
       "0                 3322558.0                 6521687.0   \n",
       "0                 3227018.0                 6417617.0   \n",
       "0                 3192303.0                 6331522.0   \n",
       "0                 3205316.0                 6277688.0   \n",
       "0                 3161651.0                 6209852.0   \n",
       "0                 3161795.0                 6191455.0   \n",
       "0                 3119078.0                 6135416.0   \n",
       "0                 3053907.0                 6061094.0   \n",
       "0                 2976444.0                 5953416.0   \n",
       "0                 2920590.0                 5831826.0   \n",
       "0                 2844489.0                 5794487.0   \n",
       "0                 2684174.0                 5579424.0   \n",
       "0                 2616615.0                 5242942.0   \n",
       "\n",
       "   $60,000 to $74,999 - ALL  $75,000 to $99,999 - ALL  \\\n",
       "0                 8701573.0                11150808.0   \n",
       "0                 8564978.0                11129978.0   \n",
       "0                 8450945.0                11013771.0   \n",
       "0                 8333886.0                10949862.0   \n",
       "0                 8311528.0                10893333.0   \n",
       "0                 8329595.0                10894990.0   \n",
       "0                 8306524.0                10976695.0   \n",
       "0                 8301045.0                11095863.0   \n",
       "0                 8184513.0                11193903.0   \n",
       "0                 8036071.0                11374396.0   \n",
       "0                 8063492.0                11445632.0   \n",
       "0                 7869770.0                11449794.0   \n",
       "0                 7445194.0                11250047.0   \n",
       "\n",
       "   $100,000 to $124,999 - ALL  $125,000 to $149,999 - ALL  \\\n",
       "0                   7388621.0                   4352723.0   \n",
       "0                   7517524.0                   4599709.0   \n",
       "0                   7572917.0                   4677597.0   \n",
       "0                   7589171.0                   4704903.0   \n",
       "0                   7642882.0                   4807897.0   \n",
       "0                   7743013.0                   4849003.0   \n",
       "0                   7917952.0                   5037554.0   \n",
       "0                   8207432.0                   5344243.0   \n",
       "0                   8407381.0                   5707764.0   \n",
       "0                   8668826.0                   5951212.0   \n",
       "0                   8943779.0                   6242078.0   \n",
       "0                   9168545.0                   6701025.0   \n",
       "0                   9364651.0                   7122680.0   \n",
       "\n",
       "   $150,000 to $199,999 - ALL  $200,000 or more - ALL Total - ASIAN  \\\n",
       "0                   4292839.0               4142918.0       3328158   \n",
       "0                   4599029.0               4457681.0       3388892   \n",
       "0                   4729401.0               4622560.0       3463387   \n",
       "0                   4836963.0               4777674.0       3540886   \n",
       "0                   5002090.0               5042912.0       3639124   \n",
       "0                   5117814.0               5281154.0       3762671   \n",
       "0                   5410997.0               5730683.0       3859697   \n",
       "0                   5872950.0               6405977.0       4005243   \n",
       "0                   6336183.0               7153653.0       4112224   \n",
       "0                   6852461.0               7906727.0       4218984   \n",
       "0                   7235024.0               8578184.0       4332143   \n",
       "0                   8021087.0               9933419.0       4471121   \n",
       "0                   9059762.0              12087867.0       4614696   \n",
       "\n",
       "   Less than $10,000 - ASIAN  $10,000 to $14,999 - ASIAN  \\\n",
       "0                   118082.0                     87558.0   \n",
       "0                   120373.0                     86644.0   \n",
       "0                   124482.0                     88864.0   \n",
       "0                   128970.0                     91719.0   \n",
       "0                   131440.0                     92641.0   \n",
       "0                   131914.0                     95761.0   \n",
       "0                   130798.0                     92607.0   \n",
       "0                   128815.0                     89018.0   \n",
       "0                   125716.0                     82237.0   \n",
       "0                   120911.0                     76021.0   \n",
       "0                   123552.0                     76945.0   \n",
       "0                   122405.0                     69229.0   \n",
       "0                   117406.0                     62132.0   \n",
       "\n",
       "   $15,000 to $19,999 - ASIAN  $20,000 to $24,999 - ASIAN  \\\n",
       "0                    107288.0                    113868.0   \n",
       "0                    109935.0                    110510.0   \n",
       "0                    111991.0                    114413.0   \n",
       "0                    115550.0                    120085.0   \n",
       "0                    118090.0                    119715.0   \n",
       "0                    120921.0                    123210.0   \n",
       "0                    116806.0                    124199.0   \n",
       "0                    112067.0                    121052.0   \n",
       "0                    105968.0                    116334.0   \n",
       "0                    101788.0                    109829.0   \n",
       "0                     95406.0                    109431.0   \n",
       "0                     85783.0                    104102.0   \n",
       "0                     76183.0                     95738.0   \n",
       "\n",
       "   $25,000 to $29,999 - ASIAN  $30,000 to $34,999 - ASIAN  \\\n",
       "0                    112515.0                    120453.0   \n",
       "0                    112972.0                    119385.0   \n",
       "0                    116049.0                    119757.0   \n",
       "0                    117620.0                    121469.0   \n",
       "0                    120372.0                    122853.0   \n",
       "0                    120163.0                    127892.0   \n",
       "0                    119419.0                    127136.0   \n",
       "0                    117734.0                    127190.0   \n",
       "0                    117899.0                    123593.0   \n",
       "0                    111879.0                    121178.0   \n",
       "0                    108883.0                    117575.0   \n",
       "0                    109086.0                    109528.0   \n",
       "0                    101059.0                     96230.0   \n",
       "\n",
       "   $35,000 to $39,999 - ASIAN  $40,000 to $44,999 - ASIAN  \\\n",
       "0                    114324.0                    121630.0   \n",
       "0                    114400.0                    121822.0   \n",
       "0                    115371.0                    122370.0   \n",
       "0                    116581.0                    123697.0   \n",
       "0                    119985.0                    125724.0   \n",
       "0                    123215.0                    127465.0   \n",
       "0                    122560.0                    126541.0   \n",
       "0                    121336.0                    127673.0   \n",
       "0                    119687.0                    126269.0   \n",
       "0                    116838.0                    119449.0   \n",
       "0                    111201.0                    117591.0   \n",
       "0                    108140.0                    112204.0   \n",
       "0                     97302.0                    100515.0   \n",
       "\n",
       "   $45,000 to $49,999 - ASIAN  $50,000 to $59,999 - ASIAN  \\\n",
       "0                    111948.0                    232406.0   \n",
       "0                    107338.0                    231698.0   \n",
       "0                    109241.0                    231174.0   \n",
       "0                    112031.0                    229381.0   \n",
       "0                    115432.0                    228259.0   \n",
       "0                    118036.0                    233001.0   \n",
       "0                    117347.0                    232346.0   \n",
       "0                    114365.0                    233769.0   \n",
       "0                    110904.0                    235158.0   \n",
       "0                    109970.0                    231649.0   \n",
       "0                    106736.0                    226922.0   \n",
       "0                    100405.0                    223855.0   \n",
       "0                    105044.0                    212760.0   \n",
       "\n",
       "   $60,000 to $74,999 - ASIAN  $75,000 to $99,999 - ASIAN  \\\n",
       "0                    337973.0                    478980.0   \n",
       "0                    332624.0                    478426.0   \n",
       "0                    332526.0                    478210.0   \n",
       "0                    332159.0                    484875.0   \n",
       "0                    340560.0                    488129.0   \n",
       "0                    347244.0                    496968.0   \n",
       "0                    346544.0                    503749.0   \n",
       "0                    348596.0                    512893.0   \n",
       "0                    339262.0                    520385.0   \n",
       "0                    327386.0                    530832.0   \n",
       "0                    329043.0                    530328.0   \n",
       "0                    317681.0                    520765.0   \n",
       "0                    297254.0                    495656.0   \n",
       "\n",
       "   $100,000 to $124,999 - ASIAN  $125,000 to $149,999 - ASIAN  \\\n",
       "0                      389856.0                      260767.0   \n",
       "0                      387676.0                      273799.0   \n",
       "0                      396247.0                      282175.0   \n",
       "0                      401069.0                      284358.0   \n",
       "0                      406564.0                      294445.0   \n",
       "0                      425530.0                      302375.0   \n",
       "0                      439334.0                      315407.0   \n",
       "0                      453574.0                      332100.0   \n",
       "0                      456200.0                      352376.0   \n",
       "0                      469027.0                      361333.0   \n",
       "0                      481167.0                      374625.0   \n",
       "0                      480421.0                      396784.0   \n",
       "0                      480618.0                      404046.0   \n",
       "\n",
       "   $150,000 to $199,999 - ASIAN  $200,000 or more - ASIAN  \\\n",
       "0                      313871.0                  306639.0   \n",
       "0                      335085.0                  346205.0   \n",
       "0                      344564.0                  375953.0   \n",
       "0                      357584.0                  403738.0   \n",
       "0                      373704.0                  441211.0   \n",
       "0                      390303.0                  478673.0   \n",
       "0                      414963.0                  529941.0   \n",
       "0                      454197.0                  610864.0   \n",
       "0                      482975.0                  697261.0   \n",
       "0                      519928.0                  790966.0   \n",
       "0                      548975.0                  873763.0   \n",
       "0                      587560.0                 1023173.0   \n",
       "0                      624168.0                 1248585.0   \n",
       "\n",
       "  Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             104390   \n",
       "0                                             104170   \n",
       "0                                             106188   \n",
       "0                                             106590   \n",
       "0                                             107432   \n",
       "0                                             108849   \n",
       "0                                             110974   \n",
       "0                                             113325   \n",
       "0                                             118263   \n",
       "0                                             122227   \n",
       "0                                             125511   \n",
       "0                                             126419   \n",
       "0                                             128607   \n",
       "\n",
       "   Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5518.0                \n",
       "0                                             5544.0                \n",
       "0                                             6083.0                \n",
       "0                                             6713.0                \n",
       "0                                             7320.0                \n",
       "0                                             7207.0                \n",
       "0                                             7063.0                \n",
       "0                                             6744.0                \n",
       "0                                             6386.0                \n",
       "0                                             6037.0                \n",
       "0                                             5747.0                \n",
       "0                                             5562.0                \n",
       "0                                             5298.0                \n",
       "\n",
       "   $10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             3143.0                 \n",
       "0                                             3298.0                 \n",
       "0                                             3932.0                 \n",
       "0                                             3959.0                 \n",
       "0                                             4034.0                 \n",
       "0                                             4212.0                 \n",
       "0                                             3986.0                 \n",
       "0                                             3642.0                 \n",
       "0                                             3138.0                 \n",
       "0                                             3033.0                 \n",
       "0                                             3063.0                 \n",
       "0                                             2402.0                 \n",
       "0                                             2385.0                 \n",
       "\n",
       "   $15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4186.0                 \n",
       "0                                             4266.0                 \n",
       "0                                             4261.0                 \n",
       "0                                             4360.0                 \n",
       "0                                             4457.0                 \n",
       "0                                             5002.0                 \n",
       "0                                             4695.0                 \n",
       "0                                             3940.0                 \n",
       "0                                             3915.0                 \n",
       "0                                             4189.0                 \n",
       "0                                             3584.0                 \n",
       "0                                             2895.0                 \n",
       "0                                             2345.0                 \n",
       "\n",
       "   $20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4925.0                 \n",
       "0                                             4526.0                 \n",
       "0                                             4686.0                 \n",
       "0                                             4805.0                 \n",
       "0                                             5038.0                 \n",
       "0                                             5242.0                 \n",
       "0                                             5338.0                 \n",
       "0                                             5038.0                 \n",
       "0                                             5069.0                 \n",
       "0                                             4432.0                 \n",
       "0                                             4300.0                 \n",
       "0                                             4098.0                 \n",
       "0                                             3665.0                 \n",
       "\n",
       "   $25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5250.0                 \n",
       "0                                             5121.0                 \n",
       "0                                             5116.0                 \n",
       "0                                             5364.0                 \n",
       "0                                             5008.0                 \n",
       "0                                             5101.0                 \n",
       "0                                             4942.0                 \n",
       "0                                             5665.0                 \n",
       "0                                             5758.0                 \n",
       "0                                             5463.0                 \n",
       "0                                             5563.0                 \n",
       "0                                             4379.0                 \n",
       "0                                             4599.0                 \n",
       "\n",
       "   $30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4635.0                 \n",
       "0                                             5276.0                 \n",
       "0                                             5561.0                 \n",
       "0                                             5526.0                 \n",
       "0                                             5538.0                 \n",
       "0                                             5422.0                 \n",
       "0                                             4902.0                 \n",
       "0                                             4412.0                 \n",
       "0                                             4828.0                 \n",
       "0                                             5117.0                 \n",
       "0                                             5419.0                 \n",
       "0                                             6044.0                 \n",
       "0                                             4783.0                 \n",
       "\n",
       "   $35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5855.0                 \n",
       "0                                             5099.0                 \n",
       "0                                             4926.0                 \n",
       "0                                             4910.0                 \n",
       "0                                             5334.0                 \n",
       "0                                             5363.0                 \n",
       "0                                             5264.0                 \n",
       "0                                             5483.0                 \n",
       "0                                             5368.0                 \n",
       "0                                             5653.0                 \n",
       "0                                             5299.0                 \n",
       "0                                             4892.0                 \n",
       "0                                             4404.0                 \n",
       "\n",
       "   $40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5227.0                 \n",
       "0                                             5260.0                 \n",
       "0                                             5397.0                 \n",
       "0                                             5482.0                 \n",
       "0                                             5041.0                 \n",
       "0                                             5027.0                 \n",
       "0                                             5369.0                 \n",
       "0                                             5222.0                 \n",
       "0                                             5092.0                 \n",
       "0                                             5265.0                 \n",
       "0                                             5389.0                 \n",
       "0                                             5011.0                 \n",
       "0                                             4850.0                 \n",
       "\n",
       "   $45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4215.0                 \n",
       "0                                             4677.0                 \n",
       "0                                             4962.0                 \n",
       "0                                             5374.0                 \n",
       "0                                             4905.0                 \n",
       "0                                             5085.0                 \n",
       "0                                             4996.0                 \n",
       "0                                             4904.0                 \n",
       "0                                             4501.0                 \n",
       "0                                             4265.0                 \n",
       "0                                             4372.0                 \n",
       "0                                             4099.0                 \n",
       "0                                             4553.0                 \n",
       "\n",
       "   $50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             8749.0                 \n",
       "0                                             8055.0                 \n",
       "0                                             8538.0                 \n",
       "0                                             8819.0                 \n",
       "0                                             9174.0                 \n",
       "0                                             9297.0                 \n",
       "0                                             9922.0                 \n",
       "0                                             9887.0                 \n",
       "0                                             9547.0                 \n",
       "0                                             9760.0                 \n",
       "0                                             9323.0                 \n",
       "0                                             8283.0                 \n",
       "0                                             7619.0                 \n",
       "\n",
       "   $60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                            12943.0                 \n",
       "0                                            12050.0                 \n",
       "0                                            12077.0                 \n",
       "0                                            11923.0                 \n",
       "0                                            11596.0                 \n",
       "0                                            11803.0                 \n",
       "0                                            12210.0                 \n",
       "0                                            12712.0                 \n",
       "0                                            13524.0                 \n",
       "0                                            13149.0                 \n",
       "0                                            13730.0                 \n",
       "0                                            12758.0                 \n",
       "0                                            12305.0                 \n",
       "\n",
       "   $75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                            15396.0                 \n",
       "0                                            15780.0                 \n",
       "0                                            15216.0                 \n",
       "0                                            14435.0                 \n",
       "0                                            14485.0                 \n",
       "0                                            14485.0                 \n",
       "0                                            15509.0                 \n",
       "0                                            16044.0                 \n",
       "0                                            17094.0                 \n",
       "0                                            18418.0                 \n",
       "0                                            18428.0                 \n",
       "0                                            18083.0                 \n",
       "0                                            17432.0                 \n",
       "\n",
       "   $100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             9877.0                   \n",
       "0                                            10324.0                   \n",
       "0                                            10220.0                   \n",
       "0                                             9502.0                   \n",
       "0                                            10045.0                   \n",
       "0                                            10041.0                   \n",
       "0                                            10195.0                   \n",
       "0                                            10738.0                   \n",
       "0                                            11662.0                   \n",
       "0                                            13169.0                   \n",
       "0                                            13694.0                   \n",
       "0                                            14854.0                   \n",
       "0                                            15965.0                   \n",
       "\n",
       "   $125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             6612.0                   \n",
       "0                                             6442.0                   \n",
       "0                                             6144.0                   \n",
       "0                                             6267.0                   \n",
       "0                                             5693.0                   \n",
       "0                                             5556.0                   \n",
       "0                                             6164.0                   \n",
       "0                                             7244.0                   \n",
       "0                                             8384.0                   \n",
       "0                                             8509.0                   \n",
       "0                                             9307.0                   \n",
       "0                                             9869.0                   \n",
       "0                                            10876.0                   \n",
       "\n",
       "   $150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4726.0                   \n",
       "0                                             5248.0                   \n",
       "0                                             5762.0                   \n",
       "0                                             5609.0                   \n",
       "0                                             5778.0                   \n",
       "0                                             6103.0                   \n",
       "0                                             5973.0                   \n",
       "0                                             6662.0                   \n",
       "0                                             8045.0                   \n",
       "0                                             8934.0                   \n",
       "0                                            10353.0                   \n",
       "0                                            13375.0                   \n",
       "0                                            14092.0                   \n",
       "\n",
       "   $200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  WHITE_DS  \\\n",
       "0                                             3133.0              0.382571   \n",
       "0                                             3204.0              0.377157   \n",
       "0                                             3307.0              0.376217   \n",
       "0                                             3542.0              0.375583   \n",
       "0                                             3986.0              0.372140   \n",
       "0                                             3903.0              0.369121   \n",
       "0                                             4446.0              0.360834   \n",
       "0                                             4988.0              0.348691   \n",
       "0                                             5952.0              0.335772   \n",
       "0                                             6834.0              0.322984   \n",
       "0                                             7940.0              0.311910   \n",
       "0                                             9815.0              0.292944   \n",
       "0                                            13436.0              0.267506   \n",
       "\n",
       "   WHITE < $25K  WHITE ≥ $200K  WHITE_DS_lower  WHITE_DS_middle  \\\n",
       "0     13.099810       6.112318        0.397154         0.306549   \n",
       "0     12.913135       6.500628        0.403007         0.305375   \n",
       "0     13.035684       6.695138        0.406727         0.306404   \n",
       "0     13.151080       6.880436        0.410005         0.307027   \n",
       "0     13.003944       7.220457        0.414165         0.306540   \n",
       "0     12.850978       7.516086        0.414103         0.305411   \n",
       "0     12.309316       8.100786        0.415955         0.301778   \n",
       "0     11.528248       8.937645        0.418033         0.296271   \n",
       "0     10.706727       9.893899        0.419692         0.291023   \n",
       "0      9.953542      10.833482        0.418548         0.284034   \n",
       "0      9.250242      11.663460        0.421434         0.278051   \n",
       "0      8.328944      13.445243        0.432380         0.268567   \n",
       "0      7.276116      16.315551        0.442938         0.255552   \n",
       "\n",
       "   WHITE_DS_upper  HISPANIC OR LATINO_DS  HISPANIC OR LATINO < $25K  \\\n",
       "0        0.508142               0.527314                  27.002279   \n",
       "0        0.500074               0.522405                  26.657084   \n",
       "0        0.495994               0.522252                  26.868794   \n",
       "0        0.491520               0.521650                  26.992729   \n",
       "0        0.484744               0.517599                  26.598109   \n",
       "0        0.479580               0.513179                  26.131570   \n",
       "0        0.470235               0.501593                  24.842613   \n",
       "0        0.458536               0.484365                  23.000578   \n",
       "0        0.445573               0.466392                  21.117064   \n",
       "0        0.434171               0.448504                  19.397784   \n",
       "0        0.426114               0.429118                  17.655276   \n",
       "0        0.406248               0.407431                  15.959939   \n",
       "0        0.377187               0.377345                  13.970295   \n",
       "\n",
       "   HISPANIC OR LATINO ≥ $200K  HISPANIC OR LATINO_DS_lower  \\\n",
       "0                    1.761131                     0.420802   \n",
       "0                    1.928798                     0.424969   \n",
       "0                    2.023812                     0.428097   \n",
       "0                    2.121132                     0.429520   \n",
       "0                    2.272589                     0.431162   \n",
       "0                    2.398659                     0.427263   \n",
       "0                    2.682748                     0.425033   \n",
       "0                    3.082394                     0.422440   \n",
       "0                    3.585240                     0.421631   \n",
       "0                    4.082049                     0.417710   \n",
       "0                    4.762730                     0.420790   \n",
       "0                    5.703680                     0.434192   \n",
       "0                    7.381512                     0.446110   \n",
       "\n",
       "   HISPANIC OR LATINO_DS_middle  HISPANIC OR LATINO_DS_upper  \\\n",
       "0                      0.403519                     0.601894   \n",
       "0                      0.401374                     0.591998   \n",
       "0                      0.402150                     0.587672   \n",
       "0                      0.401543                     0.583429   \n",
       "0                      0.399863                     0.576124   \n",
       "0                      0.397479                     0.571255   \n",
       "0                      0.390684                     0.562147   \n",
       "0                      0.380709                     0.552235   \n",
       "0                      0.370965                     0.538721   \n",
       "0                      0.359557                     0.529432   \n",
       "0                      0.347873                     0.518391   \n",
       "0                      0.335221                     0.498737   \n",
       "0                      0.316200                     0.470067   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS  WHITE, NOT HISPANIC OR LATINO < $25K  \\\n",
       "0                          0.367501                             11.613742   \n",
       "0                          0.361107                             11.361187   \n",
       "0                          0.359214                             11.403137   \n",
       "0                          0.358026                             11.464786   \n",
       "0                          0.354086                             11.295711   \n",
       "0                          0.350616                             11.118937   \n",
       "0                          0.342351                             10.631161   \n",
       "0                          0.330424                              9.946907   \n",
       "0                          0.317805                              9.243031   \n",
       "0                          0.305396                              8.598127   \n",
       "0                          0.296828                              8.139424   \n",
       "0                          0.280013                              7.447780   \n",
       "0                          0.257436                              6.646560   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO ≥ $200K  \\\n",
       "0                               6.562097   \n",
       "0                               7.006720   \n",
       "0                               7.244829   \n",
       "0                               7.459802   \n",
       "0                               7.845442   \n",
       "0                               8.185839   \n",
       "0                               8.822163   \n",
       "0                               9.735266   \n",
       "0                              10.770233   \n",
       "0                              11.786172   \n",
       "0                              12.548373   \n",
       "0                              14.317995   \n",
       "0                              17.131322   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_lower  \\\n",
       "0                                0.393519   \n",
       "0                                0.399495   \n",
       "0                                0.402900   \n",
       "0                                0.406043   \n",
       "0                                0.410724   \n",
       "0                                0.411438   \n",
       "0                                0.414398   \n",
       "0                                0.417740   \n",
       "0                                0.419889   \n",
       "0                                0.419812   \n",
       "0                                0.422117   \n",
       "0                                0.433980   \n",
       "0                                0.444285   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_middle  \\\n",
       "0                                 0.295817   \n",
       "0                                 0.293946   \n",
       "0                                 0.294335   \n",
       "0                                 0.294736   \n",
       "0                                 0.293945   \n",
       "0                                 0.292524   \n",
       "0                                 0.288881   \n",
       "0                                 0.283423   \n",
       "0                                 0.278175   \n",
       "0                                 0.271286   \n",
       "0                                 0.266976   \n",
       "0                                 0.258885   \n",
       "0                                 0.248003   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_upper  BLACK OR AFRICAN AMERICAN_DS  \\\n",
       "0                                0.504264                      0.541289   \n",
       "0                                0.495943                      0.535861   \n",
       "0                                0.491478                      0.534775   \n",
       "0                                0.486735                      0.534788   \n",
       "0                                0.479711                      0.531930   \n",
       "0                                0.474253                      0.528802   \n",
       "0                                0.464710                      0.518792   \n",
       "0                                0.452496                      0.504459   \n",
       "0                                0.439254                      0.488615   \n",
       "0                                0.427347                      0.473023   \n",
       "0                                0.419833                      0.458985   \n",
       "0                                0.400396                      0.439855   \n",
       "0                                0.372075                      0.411852   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN < $25K  BLACK OR AFRICAN AMERICAN ≥ $200K  \\\n",
       "0                         30.498967                           1.651143   \n",
       "0                         30.044397                           1.851595   \n",
       "0                         30.134510                           1.941813   \n",
       "0                         30.312190                           2.043341   \n",
       "0                         30.036986                           2.181813   \n",
       "0                         29.738691                           2.267894   \n",
       "0                         28.584396                           2.508574   \n",
       "0                         27.047282                           2.868246   \n",
       "0                         25.266744                           3.319417   \n",
       "0                         23.634054                           3.792918   \n",
       "0                         22.103574                           4.236396   \n",
       "0                         20.427844                           5.117812   \n",
       "0                         18.409700                           6.700284   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN_DS_lower  BLACK OR AFRICAN AMERICAN_DS_middle  \\\n",
       "0                            0.497803                             0.391760   \n",
       "0                            0.502335                             0.390717   \n",
       "0                            0.504626                             0.389677   \n",
       "0                            0.507126                             0.390233   \n",
       "0                            0.510118                             0.389599   \n",
       "0                            0.507351                             0.387685   \n",
       "0                            0.502284                             0.383364   \n",
       "0                            0.494978                             0.376707   \n",
       "0                            0.488622                             0.370539   \n",
       "0                            0.482060                             0.362978   \n",
       "0                            0.481530                             0.357505   \n",
       "0                            0.489061                             0.348982   \n",
       "0                            0.495195                             0.333202   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN_DS_upper  ASIAN_DS  ASIAN < $25K  ASIAN ≥ $200K  \\\n",
       "0                            0.612636  0.344599     12.823790       9.213475   \n",
       "0                            0.599195  0.337783     12.613621      10.215876   \n",
       "0                            0.593872  0.335421     12.697108      10.855068   \n",
       "0                            0.587789  0.334082     12.887283      11.402174   \n",
       "0                            0.579798  0.329975     12.692230      12.124099   \n",
       "0                            0.577660  0.326135     12.539124      12.721628   \n",
       "0                            0.568715  0.317127     12.032292      13.730119   \n",
       "0                            0.556578  0.304248     11.259042      15.251609   \n",
       "0                            0.543139  0.291246     10.462830      16.955813   \n",
       "0                            0.530800  0.277063      9.683587      18.747784   \n",
       "0                            0.521923  0.267559      9.356432      20.169302   \n",
       "0                            0.501707  0.250842      8.532961      22.884037   \n",
       "0                            0.470831  0.228410      7.616081      27.056712   \n",
       "\n",
       "   ASIAN_DS_lower  ASIAN_DS_middle  ASIAN_DS_upper    ALL_DS  ALL < $25K  \\\n",
       "0        0.426852         0.289983        0.456447  0.408479   16.031475   \n",
       "0        0.432396         0.290232        0.437733  0.402729   15.781937   \n",
       "0        0.432505         0.292052        0.429184  0.401558   15.899526   \n",
       "0        0.430687         0.292602        0.419508  0.401000   16.035286   \n",
       "0        0.433340         0.293878        0.408290  0.397615   15.872904   \n",
       "0        0.430174         0.293973        0.402188  0.394371   15.679419   \n",
       "0        0.427845         0.291904        0.391209  0.385690   15.025181   \n",
       "0        0.429371         0.288998        0.373733  0.372936   14.089020   \n",
       "0        0.430714         0.286629        0.355454  0.359437   13.101383   \n",
       "0        0.432017         0.281065        0.339274  0.346017   12.191773   \n",
       "0        0.438703         0.276873        0.327830  0.335295   11.435437   \n",
       "0        0.445262         0.275173        0.305138  0.317979   10.495564   \n",
       "0        0.452608         0.269971        0.274901  0.293910    9.370588   \n",
       "\n",
       "   ALL ≥ $200K  ALL_DS_lower  ALL_DS_middle  ALL_DS_upper  \\\n",
       "0     5.433027      0.424891       0.321385      0.514469   \n",
       "0     5.826483      0.430248       0.320132      0.505322   \n",
       "0     6.035024      0.433281       0.320838      0.500651   \n",
       "0     6.225440      0.436041       0.321457      0.495572   \n",
       "0     6.552805      0.439576       0.321121      0.488299   \n",
       "0     6.835512      0.438249       0.319974      0.483122   \n",
       "0     7.384061      0.438114       0.316480      0.473768   \n",
       "0     8.181460      0.437881       0.311112      0.461780   \n",
       "0     9.090110      0.437395       0.306012      0.448657   \n",
       "0     9.994089      0.434911       0.299138      0.437069   \n",
       "0    10.742896      0.436917       0.293897      0.429433   \n",
       "0    12.300570      0.448204       0.286300      0.410471   \n",
       "0    14.843958      0.458045       0.274499      0.382767   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS  \\\n",
       "0                                       0.428521   \n",
       "0                                       0.426092   \n",
       "0                                       0.432316   \n",
       "0                                       0.439328   \n",
       "0                                       0.441026   \n",
       "0                                       0.443297   \n",
       "0                                       0.433064   \n",
       "0                                       0.417369   \n",
       "0                                       0.399591   \n",
       "0                                       0.387001   \n",
       "0                                       0.373393   \n",
       "0                                       0.347526   \n",
       "0                                       0.324712   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER < $25K  \\\n",
       "0                                          17.024619   \n",
       "0                                          16.928098   \n",
       "0                                          17.857008   \n",
       "0                                          18.610564   \n",
       "0                                          19.406694   \n",
       "0                                          19.901882   \n",
       "0                                          18.997243   \n",
       "0                                          17.087139   \n",
       "0                                          15.649865   \n",
       "0                                          14.473889   \n",
       "0                                          13.300826   \n",
       "0                                          11.831291   \n",
       "0                                          10.647165   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER ≥ $200K  \\\n",
       "0                                           3.001245    \n",
       "0                                           3.075742    \n",
       "0                                           3.114288    \n",
       "0                                           3.323013    \n",
       "0                                           3.710254    \n",
       "0                                           3.585701    \n",
       "0                                           4.006344    \n",
       "0                                           4.401500    \n",
       "0                                           5.032851    \n",
       "0                                           5.591236    \n",
       "0                                           6.326139    \n",
       "0                                           7.763865    \n",
       "0                                          10.447332    \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_lower  \\\n",
       "0                                           0.435167     \n",
       "0                                           0.449190     \n",
       "0                                           0.464328     \n",
       "0                                           0.475288     \n",
       "0                                           0.481924     \n",
       "0                                           0.469702     \n",
       "0                                           0.465015     \n",
       "0                                           0.470897     \n",
       "0                                           0.456856     \n",
       "0                                           0.463997     \n",
       "0                                           0.467548     \n",
       "0                                           0.471799     \n",
       "0                                           0.489414     \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_middle  \\\n",
       "0                                           0.326777      \n",
       "0                                           0.328422      \n",
       "0                                           0.333227      \n",
       "0                                           0.341018      \n",
       "0                                           0.338501      \n",
       "0                                           0.337909      \n",
       "0                                           0.324690      \n",
       "0                                           0.323711      \n",
       "0                                           0.317976      \n",
       "0                                           0.313137      \n",
       "0                                           0.313473      \n",
       "0                                           0.308588      \n",
       "0                                           0.303216      \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_upper  \\\n",
       "0                                           0.593307     \n",
       "0                                           0.590535     \n",
       "0                                           0.578797     \n",
       "0                                           0.563205     \n",
       "0                                           0.555875     \n",
       "0                                           0.553924     \n",
       "0                                           0.545374     \n",
       "0                                           0.536994     \n",
       "0                                           0.521452     \n",
       "0                                           0.517709     \n",
       "0                                           0.499528     \n",
       "0                                           0.473176     \n",
       "0                                           0.443758     \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS  \\\n",
       "0                              0.540621   \n",
       "0                              0.533676   \n",
       "0                              0.532499   \n",
       "0                              0.533897   \n",
       "0                              0.532790   \n",
       "0                              0.528219   \n",
       "0                              0.519445   \n",
       "0                              0.505336   \n",
       "0                              0.491385   \n",
       "0                              0.474519   \n",
       "0                              0.464495   \n",
       "0                              0.443706   \n",
       "0                              0.412050   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE < $25K  \\\n",
       "0                                 30.005704   \n",
       "0                                 29.233384   \n",
       "0                                 29.142955   \n",
       "0                                 29.403216   \n",
       "0                                 29.325364   \n",
       "0                                 29.058158   \n",
       "0                                 28.231715   \n",
       "0                                 26.667514   \n",
       "0                                 25.208091   \n",
       "0                                 23.631084   \n",
       "0                                 22.732598   \n",
       "0                                 20.770107   \n",
       "0                                 18.143461   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE ≥ $200K  \\\n",
       "0                                   1.785923   \n",
       "0                                   1.876509   \n",
       "0                                   1.888746   \n",
       "0                                   1.866228   \n",
       "0                                   1.890858   \n",
       "0                                   1.990559   \n",
       "0                                   2.263439   \n",
       "0                                   2.680072   \n",
       "0                                   3.031771   \n",
       "0                                   3.583009   \n",
       "0                                   3.962016   \n",
       "0                                   4.552462   \n",
       "0                                   5.984487   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_lower  \\\n",
       "0                                    0.490875   \n",
       "0                                    0.494262   \n",
       "0                                    0.493715   \n",
       "0                                    0.501709   \n",
       "0                                    0.502291   \n",
       "0                                    0.495990   \n",
       "0                                    0.490238   \n",
       "0                                    0.495498   \n",
       "0                                    0.492465   \n",
       "0                                    0.479124   \n",
       "0                                    0.479106   \n",
       "0                                    0.490684   \n",
       "0                                    0.493913   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_middle  \\\n",
       "0                                     0.390034   \n",
       "0                                     0.387332   \n",
       "0                                     0.388171   \n",
       "0                                     0.390307   \n",
       "0                                     0.389273   \n",
       "0                                     0.384606   \n",
       "0                                     0.377823   \n",
       "0                                     0.371638   \n",
       "0                                     0.364452   \n",
       "0                                     0.357189   \n",
       "0                                     0.350503   \n",
       "0                                     0.341566   \n",
       "0                                     0.325080   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_upper  \n",
       "0                                    0.607006  \n",
       "0                                    0.604006  \n",
       "0                                    0.605616  \n",
       "0                                    0.600481  \n",
       "0                                    0.592799  \n",
       "0                                    0.589141  \n",
       "0                                    0.576418  \n",
       "0                                    0.565689  \n",
       "0                                    0.555000  \n",
       "0                                    0.542939  \n",
       "0                                    0.537127  \n",
       "0                                    0.522384  \n",
       "0                                    0.494412  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "suf_ls = ['WHITE',\n",
    "          'HISPANIC OR LATINO',\n",
    "          'WHITE, NOT HISPANIC OR LATINO',\n",
    "          'BLACK OR AFRICAN AMERICAN',\n",
    "          'ASIAN',\n",
    "          'ALL',\n",
    "          'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER',\n",
    "          'AMERICAN INDIAN AND ALASKA NATIVE',\n",
    "         ]\n",
    "\n",
    "for suf in suf_ls:\n",
    "    # Define columns to convert to float\n",
    "\n",
    "    print(suf)\n",
    "    cols = ['Less than $10,000 - '+suf, \n",
    "        '$10,000 to $14,999 - '+suf, \n",
    "        '$15,000 to $19,999 - '+suf, \n",
    "        '$20,000 to $24,999 - '+suf, \n",
    "        '$25,000 to $29,999 - '+suf, \n",
    "        '$30,000 to $34,999 - '+suf, \n",
    "        '$35,000 to $39,999 - '+suf, \n",
    "        '$40,000 to $44,999 - '+suf, \n",
    "        '$45,000 to $49,999 - '+suf, \n",
    "        '$50,000 to $59,999 - '+suf, \n",
    "        '$60,000 to $74,999 - '+suf, \n",
    "        '$75,000 to $99,999 - '+suf, \n",
    "        '$100,000 to $124,999 - '+suf, \n",
    "        '$125,000 to $149,999 - '+suf, \n",
    "        '$150,000 to $199,999 - '+suf, \n",
    "        '$200,000 or more - '+suf,\n",
    "       ]\n",
    "\n",
    "    main_df[cols] = main_df[cols].astype(float)\n",
    "    main_df['DOW'] = main_df.apply(lambda row: row[cols].tolist(), axis=1)\n",
    "\n",
    "    ds_ls = []\n",
    "    for dow in main_df['DOW'].tolist():\n",
    "        ds = DS(dow)\n",
    "        ds_ls.append(ds)\n",
    "\n",
    "    main_df[suf+'_DS'] = ds_ls\n",
    "    main_df.drop(labels=['DOW'], axis=1, inplace=True)\n",
    "    \n",
    "    main_df[suf + ' < $25K'] = 100 * (main_df[cols[0]] + main_df[cols[1]] + main_df[cols[2]] + main_df[cols[3]]) / main_df['Total - ' + suf].astype(float)\n",
    "    main_df[suf + ' ≥ $200K'] = 100 * (main_df[cols[-1]]) / main_df['Total - ' + suf].astype(float)\n",
    "\n",
    "    ##\n",
    "    ## Get DS for lower\n",
    "    ##\n",
    "    \n",
    "    cols = ['Less than $10,000 - '+suf, \n",
    "        '$10,000 to $14,999 - '+suf, \n",
    "        '$15,000 to $19,999 - '+suf, \n",
    "        '$20,000 to $24,999 - '+suf, \n",
    "        ]\n",
    "\n",
    "    main_df['DOW'] = main_df.apply(lambda row: row[cols].tolist(), axis=1)\n",
    "\n",
    "    ds_ls = []\n",
    "    for dow in main_df['DOW'].tolist():\n",
    "        ds = DS(dow)\n",
    "        ds_ls.append(ds)\n",
    "\n",
    "    main_df[suf+'_DS_lower'] = ds_ls\n",
    "    main_df.drop(labels=['DOW'], axis=1, inplace=True)\n",
    "    \n",
    "    ##\n",
    "    ## Get DS for middle\n",
    "    ##\n",
    "    \n",
    "    cols = ['$25,000 to $29,999 - '+suf, \n",
    "        '$30,000 to $34,999 - '+suf, \n",
    "        '$35,000 to $39,999 - '+suf, \n",
    "        '$40,000 to $44,999 - '+suf,\n",
    "        '$45,000 to $49,999 - '+suf, \n",
    "        '$50,000 to $59,999 - '+suf, \n",
    "        '$60,000 to $74,999 - '+suf, \n",
    "        '$75,000 to $99,999 - '+suf, \n",
    "       ]\n",
    "\n",
    "    main_df['DOW'] = main_df.apply(lambda row: row[cols].tolist(), axis=1)\n",
    "\n",
    "    ds_ls = []\n",
    "    for dow in main_df['DOW'].tolist():\n",
    "        ds = DS(dow)\n",
    "        ds_ls.append(ds)\n",
    "\n",
    "    main_df[suf+'_DS_middle'] = ds_ls\n",
    "    main_df.drop(labels=['DOW'], axis=1, inplace=True)\n",
    "    \n",
    "    ##\n",
    "    ## Get DS for upper\n",
    "    ##\n",
    "    \n",
    "    cols = [\n",
    "        '$100,000 to $124,999 - '+suf, \n",
    "        '$125,000 to $149,999 - '+suf, \n",
    "        '$150,000 to $199,999 - '+suf, \n",
    "        '$200,000 or more - '+suf,\n",
    "       ]\n",
    "    \n",
    "    main_df['DOW'] = main_df.apply(lambda row: row[cols].tolist(), axis=1)\n",
    "\n",
    "    ds_ls = []\n",
    "    for dow in main_df['DOW'].tolist():\n",
    "        ds = DS(dow)\n",
    "        ds_ls.append(ds)\n",
    "\n",
    "    main_df[suf+'_DS_upper'] = ds_ls\n",
    "    main_df.drop(labels=['DOW'], axis=1, inplace=True)\n",
    "\n",
    "main_df.head(main_df.shape[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "206e3910",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(13, 17)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Total - WHITE</th>\n",
       "      <th>Less than $10,000 - WHITE</th>\n",
       "      <th>$10,000 to $14,999 - WHITE</th>\n",
       "      <th>$15,000 to $19,999 - WHITE</th>\n",
       "      <th>$20,000 to $24,999 - WHITE</th>\n",
       "      <th>$25,000 to $29,999 - WHITE</th>\n",
       "      <th>$30,000 to $34,999 - WHITE</th>\n",
       "      <th>$35,000 to $39,999 - WHITE</th>\n",
       "      <th>$40,000 to $44,999 - WHITE</th>\n",
       "      <th>$45,000 to $49,999 - WHITE</th>\n",
       "      <th>$50,000 to $59,999 - WHITE</th>\n",
       "      <th>$60,000 to $74,999 - WHITE</th>\n",
       "      <th>$75,000 to $99,999 - WHITE</th>\n",
       "      <th>$100,000 to $124,999 - WHITE</th>\n",
       "      <th>$125,000 to $149,999 - WHITE</th>\n",
       "      <th>$150,000 to $199,999 - WHITE</th>\n",
       "      <th>$200,000 or more - WHITE</th>\n",
       "      <th>Total - TWO OR MORE RACES</th>\n",
       "      <th>Less than $10,000 - TWO OR MORE RACES</th>\n",
       "      <th>$10,000 to $14,999 - TWO OR MORE RACES</th>\n",
       "      <th>$15,000 to $19,999 - TWO OR MORE RACES</th>\n",
       "      <th>$20,000 to $24,999 - TWO OR MORE RACES</th>\n",
       "      <th>$25,000 to $29,999 - TWO OR MORE RACES</th>\n",
       "      <th>$30,000 to $34,999 - TWO OR MORE RACES</th>\n",
       "      <th>$35,000 to $39,999 - TWO OR MORE RACES</th>\n",
       "      <th>$40,000 to $44,999 - TWO OR MORE RACES</th>\n",
       "      <th>$45,000 to $49,999 - TWO OR MORE RACES</th>\n",
       "      <th>$50,000 to $59,999 - TWO OR MORE RACES</th>\n",
       "      <th>$60,000 to $74,999 - TWO OR MORE RACES</th>\n",
       "      <th>$75,000 to $99,999 - TWO OR MORE RACES</th>\n",
       "      <th>$100,000 to $124,999 - TWO OR MORE RACES</th>\n",
       "      <th>$125,000 to $149,999 - TWO OR MORE RACES</th>\n",
       "      <th>$150,000 to $199,999 - TWO OR MORE RACES</th>\n",
       "      <th>$200,000 or more - TWO OR MORE RACES</th>\n",
       "      <th>Total - HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - HISPANIC OR LATINO</th>\n",
       "      <th>Total - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Less than $10,000 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>$200,000 or more - WHITE, NOT HISPANIC OR LATINO</th>\n",
       "      <th>Total - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>$200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE</th>\n",
       "      <th>Total - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Less than $10,000 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$10,000 to $14,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$15,000 to $19,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$20,000 to $24,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$25,000 to $29,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$30,000 to $34,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$35,000 to $39,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$40,000 to $44,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$45,000 to $49,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$50,000 to $59,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$60,000 to $74,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$75,000 to $99,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$100,000 to $124,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$125,000 to $149,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$150,000 to $199,999 - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>$200,000 or more - BLACK OR AFRICAN AMERICAN</th>\n",
       "      <th>Total - ALL</th>\n",
       "      <th>Less than $10,000 - ALL</th>\n",
       "      <th>$10,000 to $14,999 - ALL</th>\n",
       "      <th>$15,000 to $19,999 - ALL</th>\n",
       "      <th>$20,000 to $24,999 - ALL</th>\n",
       "      <th>$25,000 to $29,999 - ALL</th>\n",
       "      <th>$30,000 to $34,999 - ALL</th>\n",
       "      <th>$35,000 to $39,999 - ALL</th>\n",
       "      <th>$40,000 to $44,999 - ALL</th>\n",
       "      <th>$45,000 to $49,999 - ALL</th>\n",
       "      <th>$50,000 to $59,999 - ALL</th>\n",
       "      <th>$60,000 to $74,999 - ALL</th>\n",
       "      <th>$75,000 to $99,999 - ALL</th>\n",
       "      <th>$100,000 to $124,999 - ALL</th>\n",
       "      <th>$125,000 to $149,999 - ALL</th>\n",
       "      <th>$150,000 to $199,999 - ALL</th>\n",
       "      <th>$200,000 or more - ALL</th>\n",
       "      <th>Total - ASIAN</th>\n",
       "      <th>Less than $10,000 - ASIAN</th>\n",
       "      <th>$10,000 to $14,999 - ASIAN</th>\n",
       "      <th>$15,000 to $19,999 - ASIAN</th>\n",
       "      <th>$20,000 to $24,999 - ASIAN</th>\n",
       "      <th>$25,000 to $29,999 - ASIAN</th>\n",
       "      <th>$30,000 to $34,999 - ASIAN</th>\n",
       "      <th>$35,000 to $39,999 - ASIAN</th>\n",
       "      <th>$40,000 to $44,999 - ASIAN</th>\n",
       "      <th>$45,000 to $49,999 - ASIAN</th>\n",
       "      <th>$50,000 to $59,999 - ASIAN</th>\n",
       "      <th>$60,000 to $74,999 - ASIAN</th>\n",
       "      <th>$75,000 to $99,999 - ASIAN</th>\n",
       "      <th>$100,000 to $124,999 - ASIAN</th>\n",
       "      <th>$125,000 to $149,999 - ASIAN</th>\n",
       "      <th>$150,000 to $199,999 - ASIAN</th>\n",
       "      <th>$200,000 or more - ASIAN</th>\n",
       "      <th>Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>$200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER</th>\n",
       "      <th>WHITE_DS</th>\n",
       "      <th>WHITE &lt; $25K</th>\n",
       "      <th>WHITE ≥ $200K</th>\n",
       "      <th>WHITE_DS_lower</th>\n",
       "      <th>WHITE_DS_middle</th>\n",
       "      <th>WHITE_DS_upper</th>\n",
       "      <th>HISPANIC OR LATINO_DS</th>\n",
       "      <th>HISPANIC OR LATINO &lt; $25K</th>\n",
       "      <th>HISPANIC OR LATINO ≥ $200K</th>\n",
       "      <th>HISPANIC OR LATINO_DS_lower</th>\n",
       "      <th>HISPANIC OR LATINO_DS_middle</th>\n",
       "      <th>HISPANIC OR LATINO_DS_upper</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO &lt; $25K</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO ≥ $200K</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_lower</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_middle</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO_DS_upper</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN &lt; $25K</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN ≥ $200K</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_lower</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_middle</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN_DS_upper</th>\n",
       "      <th>ASIAN_DS</th>\n",
       "      <th>ASIAN &lt; $25K</th>\n",
       "      <th>ASIAN ≥ $200K</th>\n",
       "      <th>ASIAN_DS_lower</th>\n",
       "      <th>ASIAN_DS_middle</th>\n",
       "      <th>ASIAN_DS_upper</th>\n",
       "      <th>ALL_DS</th>\n",
       "      <th>ALL &lt; $25K</th>\n",
       "      <th>ALL ≥ $200K</th>\n",
       "      <th>ALL_DS_lower</th>\n",
       "      <th>ALL_DS_middle</th>\n",
       "      <th>ALL_DS_upper</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER &lt; $25K</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER ≥ $200K</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_lower</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_middle</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_upper</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE &lt; $25K</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE ≥ $200K</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_lower</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_middle</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE_DS_upper</th>\n",
       "      <th>WHITE - % Poverty</th>\n",
       "      <th>HISPANIC OR LATINO - % Poverty</th>\n",
       "      <th>WHITE, NOT HISPANIC OR LATINO - % Poverty</th>\n",
       "      <th>BLACK OR AFRICAN AMERICAN - % Poverty</th>\n",
       "      <th>ASIAN - % Poverty</th>\n",
       "      <th>ALL - % Poverty</th>\n",
       "      <th>NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER - % Poverty</th>\n",
       "      <th>AMERICAN INDIAN AND ALASKA NATIVE - % Poverty</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2010</td>\n",
       "      <td>58911688</td>\n",
       "      <td>1948633.0</td>\n",
       "      <td>1532336.0</td>\n",
       "      <td>1938268.0</td>\n",
       "      <td>2298082.0</td>\n",
       "      <td>2444775.0</td>\n",
       "      <td>2636813.0</td>\n",
       "      <td>2607406.0</td>\n",
       "      <td>2712406.0</td>\n",
       "      <td>2569323.0</td>\n",
       "      <td>5117256.0</td>\n",
       "      <td>6976522.0</td>\n",
       "      <td>9144424.0</td>\n",
       "      <td>6139302.0</td>\n",
       "      <td>3643319.0</td>\n",
       "      <td>3601953.0</td>\n",
       "      <td>3600870.0</td>\n",
       "      <td>1094254</td>\n",
       "      <td>77672</td>\n",
       "      <td>49473</td>\n",
       "      <td>54328</td>\n",
       "      <td>57310</td>\n",
       "      <td>56675</td>\n",
       "      <td>56361</td>\n",
       "      <td>53501</td>\n",
       "      <td>54799</td>\n",
       "      <td>48783</td>\n",
       "      <td>92575</td>\n",
       "      <td>118774</td>\n",
       "      <td>146266</td>\n",
       "      <td>89731</td>\n",
       "      <td>49422</td>\n",
       "      <td>49104</td>\n",
       "      <td>39480</td>\n",
       "      <td>10014699</td>\n",
       "      <td>715730.0</td>\n",
       "      <td>573764.0</td>\n",
       "      <td>688181.0</td>\n",
       "      <td>726522.0</td>\n",
       "      <td>685039.0</td>\n",
       "      <td>671006.0</td>\n",
       "      <td>602951.0</td>\n",
       "      <td>570735.0</td>\n",
       "      <td>499871.0</td>\n",
       "      <td>881280.0</td>\n",
       "      <td>1013042.0</td>\n",
       "      <td>1065701.0</td>\n",
       "      <td>584348.0</td>\n",
       "      <td>303840.0</td>\n",
       "      <td>256317.0</td>\n",
       "      <td>176372.0</td>\n",
       "      <td>52880569</td>\n",
       "      <td>1550191.0</td>\n",
       "      <td>1196108.0</td>\n",
       "      <td>1529473.0</td>\n",
       "      <td>1865641.0</td>\n",
       "      <td>2037969.0</td>\n",
       "      <td>2238574.0</td>\n",
       "      <td>2250268.0</td>\n",
       "      <td>2376473.0</td>\n",
       "      <td>2272537.0</td>\n",
       "      <td>4592132.0</td>\n",
       "      <td>6366908.0</td>\n",
       "      <td>8494093.0</td>\n",
       "      <td>5770399.0</td>\n",
       "      <td>3441875.0</td>\n",
       "      <td>3427854.0</td>\n",
       "      <td>3470074.0</td>\n",
       "      <td>555791</td>\n",
       "      <td>57303.0</td>\n",
       "      <td>35634.0</td>\n",
       "      <td>36437.0</td>\n",
       "      <td>37395.0</td>\n",
       "      <td>34269.0</td>\n",
       "      <td>34140.0</td>\n",
       "      <td>31449.0</td>\n",
       "      <td>29297.0</td>\n",
       "      <td>25639.0</td>\n",
       "      <td>45706.0</td>\n",
       "      <td>53849.0</td>\n",
       "      <td>61716.0</td>\n",
       "      <td>32899.0</td>\n",
       "      <td>16780.0</td>\n",
       "      <td>13352.0</td>\n",
       "      <td>9926.0</td>\n",
       "      <td>8712387</td>\n",
       "      <td>937549.0</td>\n",
       "      <td>553730.0</td>\n",
       "      <td>587412.0</td>\n",
       "      <td>578497.0</td>\n",
       "      <td>546990.0</td>\n",
       "      <td>526252.0</td>\n",
       "      <td>471577.0</td>\n",
       "      <td>439720.0</td>\n",
       "      <td>381828.0</td>\n",
       "      <td>706003.0</td>\n",
       "      <td>840954.0</td>\n",
       "      <td>934659.0</td>\n",
       "      <td>537724.0</td>\n",
       "      <td>286568.0</td>\n",
       "      <td>239070.0</td>\n",
       "      <td>143854.0</td>\n",
       "      <td>76254318</td>\n",
       "      <td>3420397.0</td>\n",
       "      <td>2470702.0</td>\n",
       "      <td>2978947.0</td>\n",
       "      <td>3354646.0</td>\n",
       "      <td>3451413.0</td>\n",
       "      <td>3623367.0</td>\n",
       "      <td>3506271.0</td>\n",
       "      <td>3574848.0</td>\n",
       "      <td>3322558.0</td>\n",
       "      <td>6521687.0</td>\n",
       "      <td>8701573.0</td>\n",
       "      <td>11150808.0</td>\n",
       "      <td>7388621.0</td>\n",
       "      <td>4352723.0</td>\n",
       "      <td>4292839.0</td>\n",
       "      <td>4142918.0</td>\n",
       "      <td>3328158</td>\n",
       "      <td>118082.0</td>\n",
       "      <td>87558.0</td>\n",
       "      <td>107288.0</td>\n",
       "      <td>113868.0</td>\n",
       "      <td>112515.0</td>\n",
       "      <td>120453.0</td>\n",
       "      <td>114324.0</td>\n",
       "      <td>121630.0</td>\n",
       "      <td>111948.0</td>\n",
       "      <td>232406.0</td>\n",
       "      <td>337973.0</td>\n",
       "      <td>478980.0</td>\n",
       "      <td>389856.0</td>\n",
       "      <td>260767.0</td>\n",
       "      <td>313871.0</td>\n",
       "      <td>306639.0</td>\n",
       "      <td>104390</td>\n",
       "      <td>5518.0</td>\n",
       "      <td>3143.0</td>\n",
       "      <td>4186.0</td>\n",
       "      <td>4925.0</td>\n",
       "      <td>5250.0</td>\n",
       "      <td>4635.0</td>\n",
       "      <td>5855.0</td>\n",
       "      <td>5227.0</td>\n",
       "      <td>4215.0</td>\n",
       "      <td>8749.0</td>\n",
       "      <td>12943.0</td>\n",
       "      <td>15396.0</td>\n",
       "      <td>9877.0</td>\n",
       "      <td>6612.0</td>\n",
       "      <td>4726.0</td>\n",
       "      <td>3133.0</td>\n",
       "      <td>0.382571</td>\n",
       "      <td>13.099810</td>\n",
       "      <td>6.112318</td>\n",
       "      <td>0.397154</td>\n",
       "      <td>0.306549</td>\n",
       "      <td>0.508142</td>\n",
       "      <td>0.527314</td>\n",
       "      <td>27.002279</td>\n",
       "      <td>1.761131</td>\n",
       "      <td>0.420802</td>\n",
       "      <td>0.403519</td>\n",
       "      <td>0.601894</td>\n",
       "      <td>0.367501</td>\n",
       "      <td>11.613742</td>\n",
       "      <td>6.562097</td>\n",
       "      <td>0.393519</td>\n",
       "      <td>0.295817</td>\n",
       "      <td>0.504264</td>\n",
       "      <td>0.541289</td>\n",
       "      <td>30.498967</td>\n",
       "      <td>1.651143</td>\n",
       "      <td>0.497803</td>\n",
       "      <td>0.391760</td>\n",
       "      <td>0.612636</td>\n",
       "      <td>0.344599</td>\n",
       "      <td>12.823790</td>\n",
       "      <td>9.213475</td>\n",
       "      <td>0.426852</td>\n",
       "      <td>0.289983</td>\n",
       "      <td>0.456447</td>\n",
       "      <td>0.408479</td>\n",
       "      <td>16.031475</td>\n",
       "      <td>5.433027</td>\n",
       "      <td>0.424891</td>\n",
       "      <td>0.321385</td>\n",
       "      <td>0.514469</td>\n",
       "      <td>0.428521</td>\n",
       "      <td>17.024619</td>\n",
       "      <td>3.001245</td>\n",
       "      <td>0.435167</td>\n",
       "      <td>0.326777</td>\n",
       "      <td>0.593307</td>\n",
       "      <td>0.540621</td>\n",
       "      <td>30.005704</td>\n",
       "      <td>1.785923</td>\n",
       "      <td>0.490875</td>\n",
       "      <td>0.390034</td>\n",
       "      <td>0.607006</td>\n",
       "      <td>12.467477</td>\n",
       "      <td>24.759891</td>\n",
       "      <td>10.624899</td>\n",
       "      <td>27.149373</td>\n",
       "      <td>12.456459</td>\n",
       "      <td>15.326895</td>\n",
       "      <td>18.756314</td>\n",
       "      <td>28.441456</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2011</td>\n",
       "      <td>59214878</td>\n",
       "      <td>1978627.0</td>\n",
       "      <td>1519727.0</td>\n",
       "      <td>1907024.0</td>\n",
       "      <td>2241119.0</td>\n",
       "      <td>2438410.0</td>\n",
       "      <td>2577313.0</td>\n",
       "      <td>2574899.0</td>\n",
       "      <td>2645805.0</td>\n",
       "      <td>2493407.0</td>\n",
       "      <td>5036889.0</td>\n",
       "      <td>6872200.0</td>\n",
       "      <td>9125849.0</td>\n",
       "      <td>6253999.0</td>\n",
       "      <td>3845473.0</td>\n",
       "      <td>3854798.0</td>\n",
       "      <td>3849339.0</td>\n",
       "      <td>1165218</td>\n",
       "      <td>81270</td>\n",
       "      <td>53564</td>\n",
       "      <td>57557</td>\n",
       "      <td>60213</td>\n",
       "      <td>59521</td>\n",
       "      <td>59343</td>\n",
       "      <td>56434</td>\n",
       "      <td>54835</td>\n",
       "      <td>50756</td>\n",
       "      <td>96152</td>\n",
       "      <td>122290</td>\n",
       "      <td>156627</td>\n",
       "      <td>98038</td>\n",
       "      <td>55785</td>\n",
       "      <td>55944</td>\n",
       "      <td>46889</td>\n",
       "      <td>10225537</td>\n",
       "      <td>732161.0</td>\n",
       "      <td>578032.0</td>\n",
       "      <td>695115.0</td>\n",
       "      <td>720522.0</td>\n",
       "      <td>699791.0</td>\n",
       "      <td>670463.0</td>\n",
       "      <td>610907.0</td>\n",
       "      <td>566429.0</td>\n",
       "      <td>497546.0</td>\n",
       "      <td>893073.0</td>\n",
       "      <td>1033601.0</td>\n",
       "      <td>1097939.0</td>\n",
       "      <td>615682.0</td>\n",
       "      <td>330209.0</td>\n",
       "      <td>286837.0</td>\n",
       "      <td>197230.0</td>\n",
       "      <td>52794890</td>\n",
       "      <td>1554757.0</td>\n",
       "      <td>1167179.0</td>\n",
       "      <td>1480901.0</td>\n",
       "      <td>1795289.0</td>\n",
       "      <td>2003476.0</td>\n",
       "      <td>2163720.0</td>\n",
       "      <td>2199120.0</td>\n",
       "      <td>2297051.0</td>\n",
       "      <td>2186093.0</td>\n",
       "      <td>4480237.0</td>\n",
       "      <td>6221844.0</td>\n",
       "      <td>8425462.0</td>\n",
       "      <td>5849257.0</td>\n",
       "      <td>3620075.0</td>\n",
       "      <td>3651239.0</td>\n",
       "      <td>3699190.0</td>\n",
       "      <td>558324</td>\n",
       "      <td>56780.0</td>\n",
       "      <td>34639.0</td>\n",
       "      <td>35618.0</td>\n",
       "      <td>36180.0</td>\n",
       "      <td>35036.0</td>\n",
       "      <td>32851.0</td>\n",
       "      <td>31393.0</td>\n",
       "      <td>29213.0</td>\n",
       "      <td>24985.0</td>\n",
       "      <td>46877.0</td>\n",
       "      <td>53843.0</td>\n",
       "      <td>62931.0</td>\n",
       "      <td>34744.0</td>\n",
       "      <td>17973.0</td>\n",
       "      <td>14784.0</td>\n",
       "      <td>10477.0</td>\n",
       "      <td>8749212</td>\n",
       "      <td>939610.0</td>\n",
       "      <td>547353.0</td>\n",
       "      <td>579064.0</td>\n",
       "      <td>562621.0</td>\n",
       "      <td>548154.0</td>\n",
       "      <td>519996.0</td>\n",
       "      <td>470715.0</td>\n",
       "      <td>433789.0</td>\n",
       "      <td>378053.0</td>\n",
       "      <td>702858.0</td>\n",
       "      <td>835427.0</td>\n",
       "      <td>943123.0</td>\n",
       "      <td>552022.0</td>\n",
       "      <td>310558.0</td>\n",
       "      <td>263869.0</td>\n",
       "      <td>162000.0</td>\n",
       "      <td>76507230</td>\n",
       "      <td>3445051.0</td>\n",
       "      <td>2440090.0</td>\n",
       "      <td>2931141.0</td>\n",
       "      <td>3258041.0</td>\n",
       "      <td>3433148.0</td>\n",
       "      <td>3540943.0</td>\n",
       "      <td>3462173.0</td>\n",
       "      <td>3483109.0</td>\n",
       "      <td>3227018.0</td>\n",
       "      <td>6417617.0</td>\n",
       "      <td>8564978.0</td>\n",
       "      <td>11129978.0</td>\n",
       "      <td>7517524.0</td>\n",
       "      <td>4599709.0</td>\n",
       "      <td>4599029.0</td>\n",
       "      <td>4457681.0</td>\n",
       "      <td>3388892</td>\n",
       "      <td>120373.0</td>\n",
       "      <td>86644.0</td>\n",
       "      <td>109935.0</td>\n",
       "      <td>110510.0</td>\n",
       "      <td>112972.0</td>\n",
       "      <td>119385.0</td>\n",
       "      <td>114400.0</td>\n",
       "      <td>121822.0</td>\n",
       "      <td>107338.0</td>\n",
       "      <td>231698.0</td>\n",
       "      <td>332624.0</td>\n",
       "      <td>478426.0</td>\n",
       "      <td>387676.0</td>\n",
       "      <td>273799.0</td>\n",
       "      <td>335085.0</td>\n",
       "      <td>346205.0</td>\n",
       "      <td>104170</td>\n",
       "      <td>5544.0</td>\n",
       "      <td>3298.0</td>\n",
       "      <td>4266.0</td>\n",
       "      <td>4526.0</td>\n",
       "      <td>5121.0</td>\n",
       "      <td>5276.0</td>\n",
       "      <td>5099.0</td>\n",
       "      <td>5260.0</td>\n",
       "      <td>4677.0</td>\n",
       "      <td>8055.0</td>\n",
       "      <td>12050.0</td>\n",
       "      <td>15780.0</td>\n",
       "      <td>10324.0</td>\n",
       "      <td>6442.0</td>\n",
       "      <td>5248.0</td>\n",
       "      <td>3204.0</td>\n",
       "      <td>0.377157</td>\n",
       "      <td>12.913135</td>\n",
       "      <td>6.500628</td>\n",
       "      <td>0.403007</td>\n",
       "      <td>0.305375</td>\n",
       "      <td>0.500074</td>\n",
       "      <td>0.522405</td>\n",
       "      <td>26.657084</td>\n",
       "      <td>1.928798</td>\n",
       "      <td>0.424969</td>\n",
       "      <td>0.401374</td>\n",
       "      <td>0.591998</td>\n",
       "      <td>0.361107</td>\n",
       "      <td>11.361187</td>\n",
       "      <td>7.006720</td>\n",
       "      <td>0.399495</td>\n",
       "      <td>0.293946</td>\n",
       "      <td>0.495943</td>\n",
       "      <td>0.535861</td>\n",
       "      <td>30.044397</td>\n",
       "      <td>1.851595</td>\n",
       "      <td>0.502335</td>\n",
       "      <td>0.390717</td>\n",
       "      <td>0.599195</td>\n",
       "      <td>0.337783</td>\n",
       "      <td>12.613621</td>\n",
       "      <td>10.215876</td>\n",
       "      <td>0.432396</td>\n",
       "      <td>0.290232</td>\n",
       "      <td>0.437733</td>\n",
       "      <td>0.402729</td>\n",
       "      <td>15.781937</td>\n",
       "      <td>5.826483</td>\n",
       "      <td>0.430248</td>\n",
       "      <td>0.320132</td>\n",
       "      <td>0.505322</td>\n",
       "      <td>0.426092</td>\n",
       "      <td>16.928098</td>\n",
       "      <td>3.075742</td>\n",
       "      <td>0.449190</td>\n",
       "      <td>0.328422</td>\n",
       "      <td>0.590535</td>\n",
       "      <td>0.533676</td>\n",
       "      <td>29.233384</td>\n",
       "      <td>1.876509</td>\n",
       "      <td>0.494262</td>\n",
       "      <td>0.387332</td>\n",
       "      <td>0.604006</td>\n",
       "      <td>12.965608</td>\n",
       "      <td>25.792098</td>\n",
       "      <td>10.969691</td>\n",
       "      <td>28.108022</td>\n",
       "      <td>12.821559</td>\n",
       "      <td>15.949807</td>\n",
       "      <td>21.499270</td>\n",
       "      <td>29.475783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2012</td>\n",
       "      <td>59360285</td>\n",
       "      <td>2047785.0</td>\n",
       "      <td>1532077.0</td>\n",
       "      <td>1894499.0</td>\n",
       "      <td>2263658.0</td>\n",
       "      <td>2445179.0</td>\n",
       "      <td>2572776.0</td>\n",
       "      <td>2539028.0</td>\n",
       "      <td>2645077.0</td>\n",
       "      <td>2466682.0</td>\n",
       "      <td>4983082.0</td>\n",
       "      <td>6785339.0</td>\n",
       "      <td>9037989.0</td>\n",
       "      <td>6300015.0</td>\n",
       "      <td>3910489.0</td>\n",
       "      <td>3962357.0</td>\n",
       "      <td>3974253.0</td>\n",
       "      <td>1231757</td>\n",
       "      <td>89274</td>\n",
       "      <td>56010</td>\n",
       "      <td>61245</td>\n",
       "      <td>65308</td>\n",
       "      <td>63622</td>\n",
       "      <td>60826</td>\n",
       "      <td>59162</td>\n",
       "      <td>58012</td>\n",
       "      <td>53066</td>\n",
       "      <td>100588</td>\n",
       "      <td>127265</td>\n",
       "      <td>160470</td>\n",
       "      <td>104665</td>\n",
       "      <td>59417</td>\n",
       "      <td>61655</td>\n",
       "      <td>51172</td>\n",
       "      <td>10421026</td>\n",
       "      <td>764008.0</td>\n",
       "      <td>592705.0</td>\n",
       "      <td>706792.0</td>\n",
       "      <td>736499.0</td>\n",
       "      <td>716426.0</td>\n",
       "      <td>674058.0</td>\n",
       "      <td>611906.0</td>\n",
       "      <td>577514.0</td>\n",
       "      <td>497746.0</td>\n",
       "      <td>896956.0</td>\n",
       "      <td>1041631.0</td>\n",
       "      <td>1108681.0</td>\n",
       "      <td>638458.0</td>\n",
       "      <td>343930.0</td>\n",
       "      <td>302814.0</td>\n",
       "      <td>210902.0</td>\n",
       "      <td>52569246</td>\n",
       "      <td>1587071.0</td>\n",
       "      <td>1163328.0</td>\n",
       "      <td>1450440.0</td>\n",
       "      <td>1793704.0</td>\n",
       "      <td>1983456.0</td>\n",
       "      <td>2139803.0</td>\n",
       "      <td>2149023.0</td>\n",
       "      <td>2274288.0</td>\n",
       "      <td>2149090.0</td>\n",
       "      <td>4398995.0</td>\n",
       "      <td>6102227.0</td>\n",
       "      <td>8299284.0</td>\n",
       "      <td>5861874.0</td>\n",
       "      <td>3667150.0</td>\n",
       "      <td>3740961.0</td>\n",
       "      <td>3808552.0</td>\n",
       "      <td>559154</td>\n",
       "      <td>56622.0</td>\n",
       "      <td>34376.0</td>\n",
       "      <td>35913.0</td>\n",
       "      <td>36043.0</td>\n",
       "      <td>35500.0</td>\n",
       "      <td>32959.0</td>\n",
       "      <td>30825.0</td>\n",
       "      <td>28623.0</td>\n",
       "      <td>25696.0</td>\n",
       "      <td>45854.0</td>\n",
       "      <td>54989.0</td>\n",
       "      <td>62005.0</td>\n",
       "      <td>35421.0</td>\n",
       "      <td>18770.0</td>\n",
       "      <td>14997.0</td>\n",
       "      <td>10561.0</td>\n",
       "      <td>8774634</td>\n",
       "      <td>955451.0</td>\n",
       "      <td>546796.0</td>\n",
       "      <td>577000.0</td>\n",
       "      <td>564946.0</td>\n",
       "      <td>542334.0</td>\n",
       "      <td>517626.0</td>\n",
       "      <td>463028.0</td>\n",
       "      <td>436345.0</td>\n",
       "      <td>377186.0</td>\n",
       "      <td>694944.0</td>\n",
       "      <td>830877.0</td>\n",
       "      <td>945813.0</td>\n",
       "      <td>559084.0</td>\n",
       "      <td>318524.0</td>\n",
       "      <td>274293.0</td>\n",
       "      <td>170387.0</td>\n",
       "      <td>76595548</td>\n",
       "      <td>3532325.0</td>\n",
       "      <td>2452413.0</td>\n",
       "      <td>2913501.0</td>\n",
       "      <td>3280090.0</td>\n",
       "      <td>3427261.0</td>\n",
       "      <td>3518545.0</td>\n",
       "      <td>3404990.0</td>\n",
       "      <td>3475407.0</td>\n",
       "      <td>3192303.0</td>\n",
       "      <td>6331522.0</td>\n",
       "      <td>8450945.0</td>\n",
       "      <td>11013771.0</td>\n",
       "      <td>7572917.0</td>\n",
       "      <td>4677597.0</td>\n",
       "      <td>4729401.0</td>\n",
       "      <td>4622560.0</td>\n",
       "      <td>3463387</td>\n",
       "      <td>124482.0</td>\n",
       "      <td>88864.0</td>\n",
       "      <td>111991.0</td>\n",
       "      <td>114413.0</td>\n",
       "      <td>116049.0</td>\n",
       "      <td>119757.0</td>\n",
       "      <td>115371.0</td>\n",
       "      <td>122370.0</td>\n",
       "      <td>109241.0</td>\n",
       "      <td>231174.0</td>\n",
       "      <td>332526.0</td>\n",
       "      <td>478210.0</td>\n",
       "      <td>396247.0</td>\n",
       "      <td>282175.0</td>\n",
       "      <td>344564.0</td>\n",
       "      <td>375953.0</td>\n",
       "      <td>106188</td>\n",
       "      <td>6083.0</td>\n",
       "      <td>3932.0</td>\n",
       "      <td>4261.0</td>\n",
       "      <td>4686.0</td>\n",
       "      <td>5116.0</td>\n",
       "      <td>5561.0</td>\n",
       "      <td>4926.0</td>\n",
       "      <td>5397.0</td>\n",
       "      <td>4962.0</td>\n",
       "      <td>8538.0</td>\n",
       "      <td>12077.0</td>\n",
       "      <td>15216.0</td>\n",
       "      <td>10220.0</td>\n",
       "      <td>6144.0</td>\n",
       "      <td>5762.0</td>\n",
       "      <td>3307.0</td>\n",
       "      <td>0.376217</td>\n",
       "      <td>13.035684</td>\n",
       "      <td>6.695138</td>\n",
       "      <td>0.406727</td>\n",
       "      <td>0.306404</td>\n",
       "      <td>0.495994</td>\n",
       "      <td>0.522252</td>\n",
       "      <td>26.868794</td>\n",
       "      <td>2.023812</td>\n",
       "      <td>0.428097</td>\n",
       "      <td>0.402150</td>\n",
       "      <td>0.587672</td>\n",
       "      <td>0.359214</td>\n",
       "      <td>11.403137</td>\n",
       "      <td>7.244829</td>\n",
       "      <td>0.402900</td>\n",
       "      <td>0.294335</td>\n",
       "      <td>0.491478</td>\n",
       "      <td>0.534775</td>\n",
       "      <td>30.134510</td>\n",
       "      <td>1.941813</td>\n",
       "      <td>0.504626</td>\n",
       "      <td>0.389677</td>\n",
       "      <td>0.593872</td>\n",
       "      <td>0.335421</td>\n",
       "      <td>12.697108</td>\n",
       "      <td>10.855068</td>\n",
       "      <td>0.432505</td>\n",
       "      <td>0.292052</td>\n",
       "      <td>0.429184</td>\n",
       "      <td>0.401558</td>\n",
       "      <td>15.899526</td>\n",
       "      <td>6.035024</td>\n",
       "      <td>0.433281</td>\n",
       "      <td>0.320838</td>\n",
       "      <td>0.500651</td>\n",
       "      <td>0.432316</td>\n",
       "      <td>17.857008</td>\n",
       "      <td>3.114288</td>\n",
       "      <td>0.464328</td>\n",
       "      <td>0.333227</td>\n",
       "      <td>0.578797</td>\n",
       "      <td>0.532499</td>\n",
       "      <td>29.142955</td>\n",
       "      <td>1.888746</td>\n",
       "      <td>0.493715</td>\n",
       "      <td>0.388171</td>\n",
       "      <td>0.605616</td>\n",
       "      <td>13.001435</td>\n",
       "      <td>25.357882</td>\n",
       "      <td>11.005430</td>\n",
       "      <td>28.118159</td>\n",
       "      <td>12.993530</td>\n",
       "      <td>15.930200</td>\n",
       "      <td>21.316450</td>\n",
       "      <td>29.137952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013</td>\n",
       "      <td>59388987</td>\n",
       "      <td>2110072.0</td>\n",
       "      <td>1523283.0</td>\n",
       "      <td>1907237.0</td>\n",
       "      <td>2269701.0</td>\n",
       "      <td>2413514.0</td>\n",
       "      <td>2598190.0</td>\n",
       "      <td>2509495.0</td>\n",
       "      <td>2622665.0</td>\n",
       "      <td>2474410.0</td>\n",
       "      <td>4941092.0</td>\n",
       "      <td>6678429.0</td>\n",
       "      <td>8977124.0</td>\n",
       "      <td>6305594.0</td>\n",
       "      <td>3930676.0</td>\n",
       "      <td>4041284.0</td>\n",
       "      <td>4086221.0</td>\n",
       "      <td>1292606</td>\n",
       "      <td>95043</td>\n",
       "      <td>60411</td>\n",
       "      <td>64836</td>\n",
       "      <td>67913</td>\n",
       "      <td>65351</td>\n",
       "      <td>64759</td>\n",
       "      <td>60421</td>\n",
       "      <td>60668</td>\n",
       "      <td>54378</td>\n",
       "      <td>104972</td>\n",
       "      <td>131665</td>\n",
       "      <td>164940</td>\n",
       "      <td>110529</td>\n",
       "      <td>63685</td>\n",
       "      <td>66372</td>\n",
       "      <td>56663</td>\n",
       "      <td>10610087</td>\n",
       "      <td>791612.0</td>\n",
       "      <td>594633.0</td>\n",
       "      <td>728312.0</td>\n",
       "      <td>749395.0</td>\n",
       "      <td>715708.0</td>\n",
       "      <td>692694.0</td>\n",
       "      <td>611001.0</td>\n",
       "      <td>586250.0</td>\n",
       "      <td>509332.0</td>\n",
       "      <td>903508.0</td>\n",
       "      <td>1046244.0</td>\n",
       "      <td>1130797.0</td>\n",
       "      <td>657349.0</td>\n",
       "      <td>354108.0</td>\n",
       "      <td>314090.0</td>\n",
       "      <td>225054.0</td>\n",
       "      <td>52393198</td>\n",
       "      <td>1622260.0</td>\n",
       "      <td>1151287.0</td>\n",
       "      <td>1444481.0</td>\n",
       "      <td>1788740.0</td>\n",
       "      <td>1947993.0</td>\n",
       "      <td>2150136.0</td>\n",
       "      <td>2114288.0</td>\n",
       "      <td>2241563.0</td>\n",
       "      <td>2145395.0</td>\n",
       "      <td>4345405.0</td>\n",
       "      <td>5984482.0</td>\n",
       "      <td>8214581.0</td>\n",
       "      <td>5847584.0</td>\n",
       "      <td>3676878.0</td>\n",
       "      <td>3809696.0</td>\n",
       "      <td>3908429.0</td>\n",
       "      <td>558024</td>\n",
       "      <td>59057.0</td>\n",
       "      <td>34045.0</td>\n",
       "      <td>34994.0</td>\n",
       "      <td>35981.0</td>\n",
       "      <td>36306.0</td>\n",
       "      <td>32512.0</td>\n",
       "      <td>30040.0</td>\n",
       "      <td>27843.0</td>\n",
       "      <td>26722.0</td>\n",
       "      <td>44835.0</td>\n",
       "      <td>53667.0</td>\n",
       "      <td>61417.0</td>\n",
       "      <td>35106.0</td>\n",
       "      <td>18918.0</td>\n",
       "      <td>16167.0</td>\n",
       "      <td>10414.0</td>\n",
       "      <td>8793736</td>\n",
       "      <td>974133.0</td>\n",
       "      <td>543961.0</td>\n",
       "      <td>582500.0</td>\n",
       "      <td>564980.0</td>\n",
       "      <td>535287.0</td>\n",
       "      <td>524316.0</td>\n",
       "      <td>454609.0</td>\n",
       "      <td>437598.0</td>\n",
       "      <td>378075.0</td>\n",
       "      <td>688024.0</td>\n",
       "      <td>824447.0</td>\n",
       "      <td>938358.0</td>\n",
       "      <td>563866.0</td>\n",
       "      <td>320337.0</td>\n",
       "      <td>283559.0</td>\n",
       "      <td>179686.0</td>\n",
       "      <td>76744358</td>\n",
       "      <td>3626303.0</td>\n",
       "      <td>2446045.0</td>\n",
       "      <td>2939735.0</td>\n",
       "      <td>3294094.0</td>\n",
       "      <td>3386967.0</td>\n",
       "      <td>3557956.0</td>\n",
       "      <td>3362211.0</td>\n",
       "      <td>3455584.0</td>\n",
       "      <td>3205316.0</td>\n",
       "      <td>6277688.0</td>\n",
       "      <td>8333886.0</td>\n",
       "      <td>10949862.0</td>\n",
       "      <td>7589171.0</td>\n",
       "      <td>4704903.0</td>\n",
       "      <td>4836963.0</td>\n",
       "      <td>4777674.0</td>\n",
       "      <td>3540886</td>\n",
       "      <td>128970.0</td>\n",
       "      <td>91719.0</td>\n",
       "      <td>115550.0</td>\n",
       "      <td>120085.0</td>\n",
       "      <td>117620.0</td>\n",
       "      <td>121469.0</td>\n",
       "      <td>116581.0</td>\n",
       "      <td>123697.0</td>\n",
       "      <td>112031.0</td>\n",
       "      <td>229381.0</td>\n",
       "      <td>332159.0</td>\n",
       "      <td>484875.0</td>\n",
       "      <td>401069.0</td>\n",
       "      <td>284358.0</td>\n",
       "      <td>357584.0</td>\n",
       "      <td>403738.0</td>\n",
       "      <td>106590</td>\n",
       "      <td>6713.0</td>\n",
       "      <td>3959.0</td>\n",
       "      <td>4360.0</td>\n",
       "      <td>4805.0</td>\n",
       "      <td>5364.0</td>\n",
       "      <td>5526.0</td>\n",
       "      <td>4910.0</td>\n",
       "      <td>5482.0</td>\n",
       "      <td>5374.0</td>\n",
       "      <td>8819.0</td>\n",
       "      <td>11923.0</td>\n",
       "      <td>14435.0</td>\n",
       "      <td>9502.0</td>\n",
       "      <td>6267.0</td>\n",
       "      <td>5609.0</td>\n",
       "      <td>3542.0</td>\n",
       "      <td>0.375583</td>\n",
       "      <td>13.151080</td>\n",
       "      <td>6.880436</td>\n",
       "      <td>0.410005</td>\n",
       "      <td>0.307027</td>\n",
       "      <td>0.491520</td>\n",
       "      <td>0.521650</td>\n",
       "      <td>26.992729</td>\n",
       "      <td>2.121132</td>\n",
       "      <td>0.429520</td>\n",
       "      <td>0.401543</td>\n",
       "      <td>0.583429</td>\n",
       "      <td>0.358026</td>\n",
       "      <td>11.464786</td>\n",
       "      <td>7.459802</td>\n",
       "      <td>0.406043</td>\n",
       "      <td>0.294736</td>\n",
       "      <td>0.486735</td>\n",
       "      <td>0.534788</td>\n",
       "      <td>30.312190</td>\n",
       "      <td>2.043341</td>\n",
       "      <td>0.507126</td>\n",
       "      <td>0.390233</td>\n",
       "      <td>0.587789</td>\n",
       "      <td>0.334082</td>\n",
       "      <td>12.887283</td>\n",
       "      <td>11.402174</td>\n",
       "      <td>0.430687</td>\n",
       "      <td>0.292602</td>\n",
       "      <td>0.419508</td>\n",
       "      <td>0.401000</td>\n",
       "      <td>16.035286</td>\n",
       "      <td>6.225440</td>\n",
       "      <td>0.436041</td>\n",
       "      <td>0.321457</td>\n",
       "      <td>0.495572</td>\n",
       "      <td>0.439328</td>\n",
       "      <td>18.610564</td>\n",
       "      <td>3.323013</td>\n",
       "      <td>0.475288</td>\n",
       "      <td>0.341018</td>\n",
       "      <td>0.563205</td>\n",
       "      <td>0.533897</td>\n",
       "      <td>29.403216</td>\n",
       "      <td>1.866228</td>\n",
       "      <td>0.501709</td>\n",
       "      <td>0.390307</td>\n",
       "      <td>0.600481</td>\n",
       "      <td>13.041754</td>\n",
       "      <td>24.752805</td>\n",
       "      <td>11.095102</td>\n",
       "      <td>27.560285</td>\n",
       "      <td>12.748404</td>\n",
       "      <td>15.837566</td>\n",
       "      <td>20.103793</td>\n",
       "      <td>28.943020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2014</td>\n",
       "      <td>59439836</td>\n",
       "      <td>2121832.0</td>\n",
       "      <td>1508860.0</td>\n",
       "      <td>1878772.0</td>\n",
       "      <td>2220059.0</td>\n",
       "      <td>2393335.0</td>\n",
       "      <td>2552258.0</td>\n",
       "      <td>2507363.0</td>\n",
       "      <td>2592005.0</td>\n",
       "      <td>2430645.0</td>\n",
       "      <td>4869804.0</td>\n",
       "      <td>6638416.0</td>\n",
       "      <td>8916065.0</td>\n",
       "      <td>6341849.0</td>\n",
       "      <td>4007982.0</td>\n",
       "      <td>4168763.0</td>\n",
       "      <td>4291828.0</td>\n",
       "      <td>1346463</td>\n",
       "      <td>98752</td>\n",
       "      <td>61529</td>\n",
       "      <td>68355</td>\n",
       "      <td>69775</td>\n",
       "      <td>67510</td>\n",
       "      <td>65183</td>\n",
       "      <td>62255</td>\n",
       "      <td>60501</td>\n",
       "      <td>55400</td>\n",
       "      <td>108422</td>\n",
       "      <td>134818</td>\n",
       "      <td>170284</td>\n",
       "      <td>117822</td>\n",
       "      <td>69536</td>\n",
       "      <td>72096</td>\n",
       "      <td>64225</td>\n",
       "      <td>10851719</td>\n",
       "      <td>803446.0</td>\n",
       "      <td>597989.0</td>\n",
       "      <td>733600.0</td>\n",
       "      <td>751317.0</td>\n",
       "      <td>729214.0</td>\n",
       "      <td>694138.0</td>\n",
       "      <td>630605.0</td>\n",
       "      <td>596631.0</td>\n",
       "      <td>517174.0</td>\n",
       "      <td>917533.0</td>\n",
       "      <td>1074647.0</td>\n",
       "      <td>1165026.0</td>\n",
       "      <td>684242.0</td>\n",
       "      <td>372902.0</td>\n",
       "      <td>336640.0</td>\n",
       "      <td>246615.0</td>\n",
       "      <td>52211613</td>\n",
       "      <td>1622415.0</td>\n",
       "      <td>1131377.0</td>\n",
       "      <td>1409008.0</td>\n",
       "      <td>1734873.0</td>\n",
       "      <td>1916664.0</td>\n",
       "      <td>2098885.0</td>\n",
       "      <td>2096131.0</td>\n",
       "      <td>2200116.0</td>\n",
       "      <td>2093062.0</td>\n",
       "      <td>4259076.0</td>\n",
       "      <td>5917903.0</td>\n",
       "      <td>8119249.0</td>\n",
       "      <td>5858378.0</td>\n",
       "      <td>3740213.0</td>\n",
       "      <td>3918031.0</td>\n",
       "      <td>4096232.0</td>\n",
       "      <td>562496</td>\n",
       "      <td>59681.0</td>\n",
       "      <td>34244.0</td>\n",
       "      <td>34546.0</td>\n",
       "      <td>36483.0</td>\n",
       "      <td>36050.0</td>\n",
       "      <td>33431.0</td>\n",
       "      <td>30161.0</td>\n",
       "      <td>27225.0</td>\n",
       "      <td>27277.0</td>\n",
       "      <td>44732.0</td>\n",
       "      <td>55401.0</td>\n",
       "      <td>61534.0</td>\n",
       "      <td>34721.0</td>\n",
       "      <td>19256.0</td>\n",
       "      <td>17118.0</td>\n",
       "      <td>10636.0</td>\n",
       "      <td>8810561</td>\n",
       "      <td>974402.0</td>\n",
       "      <td>543380.0</td>\n",
       "      <td>572118.0</td>\n",
       "      <td>556527.0</td>\n",
       "      <td>534924.0</td>\n",
       "      <td>515476.0</td>\n",
       "      <td>463218.0</td>\n",
       "      <td>433638.0</td>\n",
       "      <td>375523.0</td>\n",
       "      <td>690405.0</td>\n",
       "      <td>829835.0</td>\n",
       "      <td>936260.0</td>\n",
       "      <td>569024.0</td>\n",
       "      <td>327646.0</td>\n",
       "      <td>295955.0</td>\n",
       "      <td>192230.0</td>\n",
       "      <td>76958064</td>\n",
       "      <td>3644405.0</td>\n",
       "      <td>2430822.0</td>\n",
       "      <td>2903502.0</td>\n",
       "      <td>3236751.0</td>\n",
       "      <td>3372475.0</td>\n",
       "      <td>3500868.0</td>\n",
       "      <td>3375653.0</td>\n",
       "      <td>3421443.0</td>\n",
       "      <td>3161651.0</td>\n",
       "      <td>6209852.0</td>\n",
       "      <td>8311528.0</td>\n",
       "      <td>10893333.0</td>\n",
       "      <td>7642882.0</td>\n",
       "      <td>4807897.0</td>\n",
       "      <td>5002090.0</td>\n",
       "      <td>5042912.0</td>\n",
       "      <td>3639124</td>\n",
       "      <td>131440.0</td>\n",
       "      <td>92641.0</td>\n",
       "      <td>118090.0</td>\n",
       "      <td>119715.0</td>\n",
       "      <td>120372.0</td>\n",
       "      <td>122853.0</td>\n",
       "      <td>119985.0</td>\n",
       "      <td>125724.0</td>\n",
       "      <td>115432.0</td>\n",
       "      <td>228259.0</td>\n",
       "      <td>340560.0</td>\n",
       "      <td>488129.0</td>\n",
       "      <td>406564.0</td>\n",
       "      <td>294445.0</td>\n",
       "      <td>373704.0</td>\n",
       "      <td>441211.0</td>\n",
       "      <td>107432</td>\n",
       "      <td>7320.0</td>\n",
       "      <td>4034.0</td>\n",
       "      <td>4457.0</td>\n",
       "      <td>5038.0</td>\n",
       "      <td>5008.0</td>\n",
       "      <td>5538.0</td>\n",
       "      <td>5334.0</td>\n",
       "      <td>5041.0</td>\n",
       "      <td>4905.0</td>\n",
       "      <td>9174.0</td>\n",
       "      <td>11596.0</td>\n",
       "      <td>14485.0</td>\n",
       "      <td>10045.0</td>\n",
       "      <td>5693.0</td>\n",
       "      <td>5778.0</td>\n",
       "      <td>3986.0</td>\n",
       "      <td>0.372140</td>\n",
       "      <td>13.003944</td>\n",
       "      <td>7.220457</td>\n",
       "      <td>0.414165</td>\n",
       "      <td>0.306540</td>\n",
       "      <td>0.484744</td>\n",
       "      <td>0.517599</td>\n",
       "      <td>26.598109</td>\n",
       "      <td>2.272589</td>\n",
       "      <td>0.431162</td>\n",
       "      <td>0.399863</td>\n",
       "      <td>0.576124</td>\n",
       "      <td>0.354086</td>\n",
       "      <td>11.295711</td>\n",
       "      <td>7.845442</td>\n",
       "      <td>0.410724</td>\n",
       "      <td>0.293945</td>\n",
       "      <td>0.479711</td>\n",
       "      <td>0.531930</td>\n",
       "      <td>30.036986</td>\n",
       "      <td>2.181813</td>\n",
       "      <td>0.510118</td>\n",
       "      <td>0.389599</td>\n",
       "      <td>0.579798</td>\n",
       "      <td>0.329975</td>\n",
       "      <td>12.692230</td>\n",
       "      <td>12.124099</td>\n",
       "      <td>0.433340</td>\n",
       "      <td>0.293878</td>\n",
       "      <td>0.408290</td>\n",
       "      <td>0.397615</td>\n",
       "      <td>15.872904</td>\n",
       "      <td>6.552805</td>\n",
       "      <td>0.439576</td>\n",
       "      <td>0.321121</td>\n",
       "      <td>0.488299</td>\n",
       "      <td>0.441026</td>\n",
       "      <td>19.406694</td>\n",
       "      <td>3.710254</td>\n",
       "      <td>0.481924</td>\n",
       "      <td>0.338501</td>\n",
       "      <td>0.555875</td>\n",
       "      <td>0.532790</td>\n",
       "      <td>29.325364</td>\n",
       "      <td>1.890858</td>\n",
       "      <td>0.502291</td>\n",
       "      <td>0.389273</td>\n",
       "      <td>0.592799</td>\n",
       "      <td>12.763435</td>\n",
       "      <td>24.144005</td>\n",
       "      <td>10.803883</td>\n",
       "      <td>26.962597</td>\n",
       "      <td>12.521154</td>\n",
       "      <td>15.506079</td>\n",
       "      <td>20.881061</td>\n",
       "      <td>28.304875</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2015</td>\n",
       "      <td>59535040</td>\n",
       "      <td>2105317.0</td>\n",
       "      <td>1498318.0</td>\n",
       "      <td>1835564.0</td>\n",
       "      <td>2211636.0</td>\n",
       "      <td>2343920.0</td>\n",
       "      <td>2546686.0</td>\n",
       "      <td>2476071.0</td>\n",
       "      <td>2576229.0</td>\n",
       "      <td>2426026.0</td>\n",
       "      <td>4836277.0</td>\n",
       "      <td>6636070.0</td>\n",
       "      <td>8886367.0</td>\n",
       "      <td>6399274.0</td>\n",
       "      <td>4030552.0</td>\n",
       "      <td>4252028.0</td>\n",
       "      <td>4474705.0</td>\n",
       "      <td>1382518</td>\n",
       "      <td>98001</td>\n",
       "      <td>61490</td>\n",
       "      <td>67528</td>\n",
       "      <td>71567</td>\n",
       "      <td>67634</td>\n",
       "      <td>67031</td>\n",
       "      <td>61764</td>\n",
       "      <td>61918</td>\n",
       "      <td>55790</td>\n",
       "      <td>110063</td>\n",
       "      <td>139689</td>\n",
       "      <td>175484</td>\n",
       "      <td>123538</td>\n",
       "      <td>75103</td>\n",
       "      <td>76005</td>\n",
       "      <td>69913</td>\n",
       "      <td>11085526</td>\n",
       "      <td>800365.0</td>\n",
       "      <td>598818.0</td>\n",
       "      <td>725642.0</td>\n",
       "      <td>771997.0</td>\n",
       "      <td>734360.0</td>\n",
       "      <td>711165.0</td>\n",
       "      <td>634212.0</td>\n",
       "      <td>610820.0</td>\n",
       "      <td>531935.0</td>\n",
       "      <td>936572.0</td>\n",
       "      <td>1106323.0</td>\n",
       "      <td>1202264.0</td>\n",
       "      <td>711957.0</td>\n",
       "      <td>387687.0</td>\n",
       "      <td>355505.0</td>\n",
       "      <td>265904.0</td>\n",
       "      <td>52100817</td>\n",
       "      <td>1600317.0</td>\n",
       "      <td>1116566.0</td>\n",
       "      <td>1366843.0</td>\n",
       "      <td>1709331.0</td>\n",
       "      <td>1862969.0</td>\n",
       "      <td>2079403.0</td>\n",
       "      <td>2060867.0</td>\n",
       "      <td>2171748.0</td>\n",
       "      <td>2074662.0</td>\n",
       "      <td>4210366.0</td>\n",
       "      <td>5890249.0</td>\n",
       "      <td>8060587.0</td>\n",
       "      <td>5893322.0</td>\n",
       "      <td>3751319.0</td>\n",
       "      <td>3987379.0</td>\n",
       "      <td>4264889.0</td>\n",
       "      <td>560094</td>\n",
       "      <td>58359.0</td>\n",
       "      <td>32921.0</td>\n",
       "      <td>34574.0</td>\n",
       "      <td>36899.0</td>\n",
       "      <td>34643.0</td>\n",
       "      <td>32742.0</td>\n",
       "      <td>29888.0</td>\n",
       "      <td>26678.0</td>\n",
       "      <td>26466.0</td>\n",
       "      <td>45883.0</td>\n",
       "      <td>55021.0</td>\n",
       "      <td>61895.0</td>\n",
       "      <td>35423.0</td>\n",
       "      <td>19813.0</td>\n",
       "      <td>17740.0</td>\n",
       "      <td>11149.0</td>\n",
       "      <td>8833657</td>\n",
       "      <td>959391.0</td>\n",
       "      <td>539984.0</td>\n",
       "      <td>569882.0</td>\n",
       "      <td>557757.0</td>\n",
       "      <td>528187.0</td>\n",
       "      <td>516673.0</td>\n",
       "      <td>461402.0</td>\n",
       "      <td>434808.0</td>\n",
       "      <td>376789.0</td>\n",
       "      <td>693851.0</td>\n",
       "      <td>833029.0</td>\n",
       "      <td>946004.0</td>\n",
       "      <td>582190.0</td>\n",
       "      <td>330192.0</td>\n",
       "      <td>303180.0</td>\n",
       "      <td>200338.0</td>\n",
       "      <td>77260546</td>\n",
       "      <td>3603684.0</td>\n",
       "      <td>2416398.0</td>\n",
       "      <td>2854979.0</td>\n",
       "      <td>3238944.0</td>\n",
       "      <td>3316566.0</td>\n",
       "      <td>3505284.0</td>\n",
       "      <td>3345081.0</td>\n",
       "      <td>3410791.0</td>\n",
       "      <td>3161795.0</td>\n",
       "      <td>6191455.0</td>\n",
       "      <td>8329595.0</td>\n",
       "      <td>10894990.0</td>\n",
       "      <td>7743013.0</td>\n",
       "      <td>4849003.0</td>\n",
       "      <td>5117814.0</td>\n",
       "      <td>5281154.0</td>\n",
       "      <td>3762671</td>\n",
       "      <td>131914.0</td>\n",
       "      <td>95761.0</td>\n",
       "      <td>120921.0</td>\n",
       "      <td>123210.0</td>\n",
       "      <td>120163.0</td>\n",
       "      <td>127892.0</td>\n",
       "      <td>123215.0</td>\n",
       "      <td>127465.0</td>\n",
       "      <td>118036.0</td>\n",
       "      <td>233001.0</td>\n",
       "      <td>347244.0</td>\n",
       "      <td>496968.0</td>\n",
       "      <td>425530.0</td>\n",
       "      <td>302375.0</td>\n",
       "      <td>390303.0</td>\n",
       "      <td>478673.0</td>\n",
       "      <td>108849</td>\n",
       "      <td>7207.0</td>\n",
       "      <td>4212.0</td>\n",
       "      <td>5002.0</td>\n",
       "      <td>5242.0</td>\n",
       "      <td>5101.0</td>\n",
       "      <td>5422.0</td>\n",
       "      <td>5363.0</td>\n",
       "      <td>5027.0</td>\n",
       "      <td>5085.0</td>\n",
       "      <td>9297.0</td>\n",
       "      <td>11803.0</td>\n",
       "      <td>14485.0</td>\n",
       "      <td>10041.0</td>\n",
       "      <td>5556.0</td>\n",
       "      <td>6103.0</td>\n",
       "      <td>3903.0</td>\n",
       "      <td>0.369121</td>\n",
       "      <td>12.850978</td>\n",
       "      <td>7.516086</td>\n",
       "      <td>0.414103</td>\n",
       "      <td>0.305411</td>\n",
       "      <td>0.479580</td>\n",
       "      <td>0.513179</td>\n",
       "      <td>26.131570</td>\n",
       "      <td>2.398659</td>\n",
       "      <td>0.427263</td>\n",
       "      <td>0.397479</td>\n",
       "      <td>0.571255</td>\n",
       "      <td>0.350616</td>\n",
       "      <td>11.118937</td>\n",
       "      <td>8.185839</td>\n",
       "      <td>0.411438</td>\n",
       "      <td>0.292524</td>\n",
       "      <td>0.474253</td>\n",
       "      <td>0.528802</td>\n",
       "      <td>29.738691</td>\n",
       "      <td>2.267894</td>\n",
       "      <td>0.507351</td>\n",
       "      <td>0.387685</td>\n",
       "      <td>0.577660</td>\n",
       "      <td>0.326135</td>\n",
       "      <td>12.539124</td>\n",
       "      <td>12.721628</td>\n",
       "      <td>0.430174</td>\n",
       "      <td>0.293973</td>\n",
       "      <td>0.402188</td>\n",
       "      <td>0.394371</td>\n",
       "      <td>15.679419</td>\n",
       "      <td>6.835512</td>\n",
       "      <td>0.438249</td>\n",
       "      <td>0.319974</td>\n",
       "      <td>0.483122</td>\n",
       "      <td>0.443297</td>\n",
       "      <td>19.901882</td>\n",
       "      <td>3.585701</td>\n",
       "      <td>0.469702</td>\n",
       "      <td>0.337909</td>\n",
       "      <td>0.553924</td>\n",
       "      <td>0.528219</td>\n",
       "      <td>29.058158</td>\n",
       "      <td>1.990559</td>\n",
       "      <td>0.495990</td>\n",
       "      <td>0.384606</td>\n",
       "      <td>0.589141</td>\n",
       "      <td>12.201089</td>\n",
       "      <td>22.591196</td>\n",
       "      <td>10.353374</td>\n",
       "      <td>25.389256</td>\n",
       "      <td>12.021544</td>\n",
       "      <td>14.722983</td>\n",
       "      <td>18.923354</td>\n",
       "      <td>26.556990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2016</td>\n",
       "      <td>59642655</td>\n",
       "      <td>2039704.0</td>\n",
       "      <td>1437857.0</td>\n",
       "      <td>1744284.0</td>\n",
       "      <td>2119758.0</td>\n",
       "      <td>2266576.0</td>\n",
       "      <td>2464053.0</td>\n",
       "      <td>2428541.0</td>\n",
       "      <td>2520843.0</td>\n",
       "      <td>2377696.0</td>\n",
       "      <td>4763290.0</td>\n",
       "      <td>6582034.0</td>\n",
       "      <td>8903133.0</td>\n",
       "      <td>6513470.0</td>\n",
       "      <td>4171733.0</td>\n",
       "      <td>4478159.0</td>\n",
       "      <td>4831524.0</td>\n",
       "      <td>1427137</td>\n",
       "      <td>97547</td>\n",
       "      <td>60135</td>\n",
       "      <td>65859</td>\n",
       "      <td>69951</td>\n",
       "      <td>68207</td>\n",
       "      <td>67382</td>\n",
       "      <td>61993</td>\n",
       "      <td>62082</td>\n",
       "      <td>56770</td>\n",
       "      <td>112404</td>\n",
       "      <td>143592</td>\n",
       "      <td>183347</td>\n",
       "      <td>129326</td>\n",
       "      <td>81517</td>\n",
       "      <td>85444</td>\n",
       "      <td>81581</td>\n",
       "      <td>11287158</td>\n",
       "      <td>772693.0</td>\n",
       "      <td>576125.0</td>\n",
       "      <td>698301.0</td>\n",
       "      <td>756906.0</td>\n",
       "      <td>730607.0</td>\n",
       "      <td>703189.0</td>\n",
       "      <td>641440.0</td>\n",
       "      <td>621657.0</td>\n",
       "      <td>540788.0</td>\n",
       "      <td>959795.0</td>\n",
       "      <td>1143222.0</td>\n",
       "      <td>1268062.0</td>\n",
       "      <td>759695.0</td>\n",
       "      <td>420248.0</td>\n",
       "      <td>391624.0</td>\n",
       "      <td>302806.0</td>\n",
       "      <td>52071971</td>\n",
       "      <td>1547585.0</td>\n",
       "      <td>1070480.0</td>\n",
       "      <td>1293043.0</td>\n",
       "      <td>1624747.0</td>\n",
       "      <td>1790703.0</td>\n",
       "      <td>2003517.0</td>\n",
       "      <td>2007653.0</td>\n",
       "      <td>2108772.0</td>\n",
       "      <td>2021146.0</td>\n",
       "      <td>4125260.0</td>\n",
       "      <td>5814682.0</td>\n",
       "      <td>8033497.0</td>\n",
       "      <td>5978009.0</td>\n",
       "      <td>3869819.0</td>\n",
       "      <td>4189184.0</td>\n",
       "      <td>4593874.0</td>\n",
       "      <td>563037</td>\n",
       "      <td>56099.0</td>\n",
       "      <td>32107.0</td>\n",
       "      <td>33980.0</td>\n",
       "      <td>36769.0</td>\n",
       "      <td>33816.0</td>\n",
       "      <td>32703.0</td>\n",
       "      <td>28988.0</td>\n",
       "      <td>27035.0</td>\n",
       "      <td>25838.0</td>\n",
       "      <td>46743.0</td>\n",
       "      <td>55428.0</td>\n",
       "      <td>64700.0</td>\n",
       "      <td>36542.0</td>\n",
       "      <td>20577.0</td>\n",
       "      <td>18968.0</td>\n",
       "      <td>12744.0</td>\n",
       "      <td>8872012</td>\n",
       "      <td>912616.0</td>\n",
       "      <td>521092.0</td>\n",
       "      <td>554929.0</td>\n",
       "      <td>547374.0</td>\n",
       "      <td>522161.0</td>\n",
       "      <td>510875.0</td>\n",
       "      <td>462262.0</td>\n",
       "      <td>441504.0</td>\n",
       "      <td>378304.0</td>\n",
       "      <td>697525.0</td>\n",
       "      <td>847103.0</td>\n",
       "      <td>973502.0</td>\n",
       "      <td>606021.0</td>\n",
       "      <td>347557.0</td>\n",
       "      <td>326626.0</td>\n",
       "      <td>222561.0</td>\n",
       "      <td>77608829</td>\n",
       "      <td>3473834.0</td>\n",
       "      <td>2325148.0</td>\n",
       "      <td>2732326.0</td>\n",
       "      <td>3129559.0</td>\n",
       "      <td>3234068.0</td>\n",
       "      <td>3415293.0</td>\n",
       "      <td>3298592.0</td>\n",
       "      <td>3365110.0</td>\n",
       "      <td>3119078.0</td>\n",
       "      <td>6135416.0</td>\n",
       "      <td>8306524.0</td>\n",
       "      <td>10976695.0</td>\n",
       "      <td>7917952.0</td>\n",
       "      <td>5037554.0</td>\n",
       "      <td>5410997.0</td>\n",
       "      <td>5730683.0</td>\n",
       "      <td>3859697</td>\n",
       "      <td>130798.0</td>\n",
       "      <td>92607.0</td>\n",
       "      <td>116806.0</td>\n",
       "      <td>124199.0</td>\n",
       "      <td>119419.0</td>\n",
       "      <td>127136.0</td>\n",
       "      <td>122560.0</td>\n",
       "      <td>126541.0</td>\n",
       "      <td>117347.0</td>\n",
       "      <td>232346.0</td>\n",
       "      <td>346544.0</td>\n",
       "      <td>503749.0</td>\n",
       "      <td>439334.0</td>\n",
       "      <td>315407.0</td>\n",
       "      <td>414963.0</td>\n",
       "      <td>529941.0</td>\n",
       "      <td>110974</td>\n",
       "      <td>7063.0</td>\n",
       "      <td>3986.0</td>\n",
       "      <td>4695.0</td>\n",
       "      <td>5338.0</td>\n",
       "      <td>4942.0</td>\n",
       "      <td>4902.0</td>\n",
       "      <td>5264.0</td>\n",
       "      <td>5369.0</td>\n",
       "      <td>4996.0</td>\n",
       "      <td>9922.0</td>\n",
       "      <td>12210.0</td>\n",
       "      <td>15509.0</td>\n",
       "      <td>10195.0</td>\n",
       "      <td>6164.0</td>\n",
       "      <td>5973.0</td>\n",
       "      <td>4446.0</td>\n",
       "      <td>0.360834</td>\n",
       "      <td>12.309316</td>\n",
       "      <td>8.100786</td>\n",
       "      <td>0.415955</td>\n",
       "      <td>0.301778</td>\n",
       "      <td>0.470235</td>\n",
       "      <td>0.501593</td>\n",
       "      <td>24.842613</td>\n",
       "      <td>2.682748</td>\n",
       "      <td>0.425033</td>\n",
       "      <td>0.390684</td>\n",
       "      <td>0.562147</td>\n",
       "      <td>0.342351</td>\n",
       "      <td>10.631161</td>\n",
       "      <td>8.822163</td>\n",
       "      <td>0.414398</td>\n",
       "      <td>0.288881</td>\n",
       "      <td>0.464710</td>\n",
       "      <td>0.518792</td>\n",
       "      <td>28.584396</td>\n",
       "      <td>2.508574</td>\n",
       "      <td>0.502284</td>\n",
       "      <td>0.383364</td>\n",
       "      <td>0.568715</td>\n",
       "      <td>0.317127</td>\n",
       "      <td>12.032292</td>\n",
       "      <td>13.730119</td>\n",
       "      <td>0.427845</td>\n",
       "      <td>0.291904</td>\n",
       "      <td>0.391209</td>\n",
       "      <td>0.385690</td>\n",
       "      <td>15.025181</td>\n",
       "      <td>7.384061</td>\n",
       "      <td>0.438114</td>\n",
       "      <td>0.316480</td>\n",
       "      <td>0.473768</td>\n",
       "      <td>0.433064</td>\n",
       "      <td>18.997243</td>\n",
       "      <td>4.006344</td>\n",
       "      <td>0.465015</td>\n",
       "      <td>0.324690</td>\n",
       "      <td>0.545374</td>\n",
       "      <td>0.519445</td>\n",
       "      <td>28.231715</td>\n",
       "      <td>2.263439</td>\n",
       "      <td>0.490238</td>\n",
       "      <td>0.377823</td>\n",
       "      <td>0.576418</td>\n",
       "      <td>11.617318</td>\n",
       "      <td>21.003067</td>\n",
       "      <td>9.999483</td>\n",
       "      <td>23.886757</td>\n",
       "      <td>11.777717</td>\n",
       "      <td>14.046271</td>\n",
       "      <td>18.099809</td>\n",
       "      <td>26.217274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2017</td>\n",
       "      <td>59991642</td>\n",
       "      <td>1938879.0</td>\n",
       "      <td>1355699.0</td>\n",
       "      <td>1631461.0</td>\n",
       "      <td>1989946.0</td>\n",
       "      <td>2155607.0</td>\n",
       "      <td>2356052.0</td>\n",
       "      <td>2350593.0</td>\n",
       "      <td>2452001.0</td>\n",
       "      <td>2307053.0</td>\n",
       "      <td>4671088.0</td>\n",
       "      <td>6527280.0</td>\n",
       "      <td>8939181.0</td>\n",
       "      <td>6715230.0</td>\n",
       "      <td>4406728.0</td>\n",
       "      <td>4833004.0</td>\n",
       "      <td>5361840.0</td>\n",
       "      <td>1474728</td>\n",
       "      <td>92307</td>\n",
       "      <td>58452</td>\n",
       "      <td>64392</td>\n",
       "      <td>66228</td>\n",
       "      <td>67125</td>\n",
       "      <td>66416</td>\n",
       "      <td>63043</td>\n",
       "      <td>62166</td>\n",
       "      <td>56288</td>\n",
       "      <td>113171</td>\n",
       "      <td>147572</td>\n",
       "      <td>192584</td>\n",
       "      <td>140100</td>\n",
       "      <td>89949</td>\n",
       "      <td>97144</td>\n",
       "      <td>97791</td>\n",
       "      <td>11575322</td>\n",
       "      <td>733305.0</td>\n",
       "      <td>540863.0</td>\n",
       "      <td>657768.0</td>\n",
       "      <td>730455.0</td>\n",
       "      <td>711416.0</td>\n",
       "      <td>700497.0</td>\n",
       "      <td>648756.0</td>\n",
       "      <td>628957.0</td>\n",
       "      <td>546531.0</td>\n",
       "      <td>997651.0</td>\n",
       "      <td>1199707.0</td>\n",
       "      <td>1355767.0</td>\n",
       "      <td>839699.0</td>\n",
       "      <td>473900.0</td>\n",
       "      <td>453253.0</td>\n",
       "      <td>356797.0</td>\n",
       "      <td>52227621</td>\n",
       "      <td>1469651.0</td>\n",
       "      <td>1008852.0</td>\n",
       "      <td>1203898.0</td>\n",
       "      <td>1512632.0</td>\n",
       "      <td>1692646.0</td>\n",
       "      <td>1898376.0</td>\n",
       "      <td>1927146.0</td>\n",
       "      <td>2036435.0</td>\n",
       "      <td>1948302.0</td>\n",
       "      <td>4008731.0</td>\n",
       "      <td>5726478.0</td>\n",
       "      <td>8012669.0</td>\n",
       "      <td>6126189.0</td>\n",
       "      <td>4068980.0</td>\n",
       "      <td>4502138.0</td>\n",
       "      <td>5084498.0</td>\n",
       "      <td>574313</td>\n",
       "      <td>55383.0</td>\n",
       "      <td>29966.0</td>\n",
       "      <td>33011.0</td>\n",
       "      <td>34795.0</td>\n",
       "      <td>33863.0</td>\n",
       "      <td>32189.0</td>\n",
       "      <td>29183.0</td>\n",
       "      <td>27678.0</td>\n",
       "      <td>25849.0</td>\n",
       "      <td>46936.0</td>\n",
       "      <td>58754.0</td>\n",
       "      <td>67158.0</td>\n",
       "      <td>40055.0</td>\n",
       "      <td>23081.0</td>\n",
       "      <td>21020.0</td>\n",
       "      <td>15392.0</td>\n",
       "      <td>8922771</td>\n",
       "      <td>853818.0</td>\n",
       "      <td>492670.0</td>\n",
       "      <td>529487.0</td>\n",
       "      <td>537392.0</td>\n",
       "      <td>508605.0</td>\n",
       "      <td>503709.0</td>\n",
       "      <td>460251.0</td>\n",
       "      <td>439244.0</td>\n",
       "      <td>383148.0</td>\n",
       "      <td>701771.0</td>\n",
       "      <td>865983.0</td>\n",
       "      <td>1008632.0</td>\n",
       "      <td>641655.0</td>\n",
       "      <td>375421.0</td>\n",
       "      <td>365058.0</td>\n",
       "      <td>255927.0</td>\n",
       "      <td>78298703</td>\n",
       "      <td>3293360.0</td>\n",
       "      <td>2193054.0</td>\n",
       "      <td>2571803.0</td>\n",
       "      <td>2973303.0</td>\n",
       "      <td>3102727.0</td>\n",
       "      <td>3299831.0</td>\n",
       "      <td>3223061.0</td>\n",
       "      <td>3299053.0</td>\n",
       "      <td>3053907.0</td>\n",
       "      <td>6061094.0</td>\n",
       "      <td>8301045.0</td>\n",
       "      <td>11095863.0</td>\n",
       "      <td>8207432.0</td>\n",
       "      <td>5344243.0</td>\n",
       "      <td>5872950.0</td>\n",
       "      <td>6405977.0</td>\n",
       "      <td>4005243</td>\n",
       "      <td>128815.0</td>\n",
       "      <td>89018.0</td>\n",
       "      <td>112067.0</td>\n",
       "      <td>121052.0</td>\n",
       "      <td>117734.0</td>\n",
       "      <td>127190.0</td>\n",
       "      <td>121336.0</td>\n",
       "      <td>127673.0</td>\n",
       "      <td>114365.0</td>\n",
       "      <td>233769.0</td>\n",
       "      <td>348596.0</td>\n",
       "      <td>512893.0</td>\n",
       "      <td>453574.0</td>\n",
       "      <td>332100.0</td>\n",
       "      <td>454197.0</td>\n",
       "      <td>610864.0</td>\n",
       "      <td>113325</td>\n",
       "      <td>6744.0</td>\n",
       "      <td>3642.0</td>\n",
       "      <td>3940.0</td>\n",
       "      <td>5038.0</td>\n",
       "      <td>5665.0</td>\n",
       "      <td>4412.0</td>\n",
       "      <td>5483.0</td>\n",
       "      <td>5222.0</td>\n",
       "      <td>4904.0</td>\n",
       "      <td>9887.0</td>\n",
       "      <td>12712.0</td>\n",
       "      <td>16044.0</td>\n",
       "      <td>10738.0</td>\n",
       "      <td>7244.0</td>\n",
       "      <td>6662.0</td>\n",
       "      <td>4988.0</td>\n",
       "      <td>0.348691</td>\n",
       "      <td>11.528248</td>\n",
       "      <td>8.937645</td>\n",
       "      <td>0.418033</td>\n",
       "      <td>0.296271</td>\n",
       "      <td>0.458536</td>\n",
       "      <td>0.484365</td>\n",
       "      <td>23.000578</td>\n",
       "      <td>3.082394</td>\n",
       "      <td>0.422440</td>\n",
       "      <td>0.380709</td>\n",
       "      <td>0.552235</td>\n",
       "      <td>0.330424</td>\n",
       "      <td>9.946907</td>\n",
       "      <td>9.735266</td>\n",
       "      <td>0.417740</td>\n",
       "      <td>0.283423</td>\n",
       "      <td>0.452496</td>\n",
       "      <td>0.504459</td>\n",
       "      <td>27.047282</td>\n",
       "      <td>2.868246</td>\n",
       "      <td>0.494978</td>\n",
       "      <td>0.376707</td>\n",
       "      <td>0.556578</td>\n",
       "      <td>0.304248</td>\n",
       "      <td>11.259042</td>\n",
       "      <td>15.251609</td>\n",
       "      <td>0.429371</td>\n",
       "      <td>0.288998</td>\n",
       "      <td>0.373733</td>\n",
       "      <td>0.372936</td>\n",
       "      <td>14.089020</td>\n",
       "      <td>8.181460</td>\n",
       "      <td>0.437881</td>\n",
       "      <td>0.311112</td>\n",
       "      <td>0.461780</td>\n",
       "      <td>0.417369</td>\n",
       "      <td>17.087139</td>\n",
       "      <td>4.401500</td>\n",
       "      <td>0.470897</td>\n",
       "      <td>0.323711</td>\n",
       "      <td>0.536994</td>\n",
       "      <td>0.505336</td>\n",
       "      <td>26.667514</td>\n",
       "      <td>2.680072</td>\n",
       "      <td>0.495498</td>\n",
       "      <td>0.371638</td>\n",
       "      <td>0.565689</td>\n",
       "      <td>12.048211</td>\n",
       "      <td>22.154674</td>\n",
       "      <td>10.282836</td>\n",
       "      <td>25.190746</td>\n",
       "      <td>11.930892</td>\n",
       "      <td>14.582512</td>\n",
       "      <td>19.007531</td>\n",
       "      <td>26.779626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2018</td>\n",
       "      <td>60101787</td>\n",
       "      <td>1826745.0</td>\n",
       "      <td>1249170.0</td>\n",
       "      <td>1507853.0</td>\n",
       "      <td>1851166.0</td>\n",
       "      <td>2061940.0</td>\n",
       "      <td>2244405.0</td>\n",
       "      <td>2238386.0</td>\n",
       "      <td>2357915.0</td>\n",
       "      <td>2227467.0</td>\n",
       "      <td>4539877.0</td>\n",
       "      <td>6382409.0</td>\n",
       "      <td>8948655.0</td>\n",
       "      <td>6840940.0</td>\n",
       "      <td>4684472.0</td>\n",
       "      <td>5193977.0</td>\n",
       "      <td>5946410.0</td>\n",
       "      <td>1531266</td>\n",
       "      <td>87051</td>\n",
       "      <td>55230</td>\n",
       "      <td>60857</td>\n",
       "      <td>65124</td>\n",
       "      <td>66800</td>\n",
       "      <td>64002</td>\n",
       "      <td>64008</td>\n",
       "      <td>64064</td>\n",
       "      <td>55449</td>\n",
       "      <td>114860</td>\n",
       "      <td>151841</td>\n",
       "      <td>200193</td>\n",
       "      <td>151295</td>\n",
       "      <td>101012</td>\n",
       "      <td>112072</td>\n",
       "      <td>117408</td>\n",
       "      <td>11828022</td>\n",
       "      <td>695946.0</td>\n",
       "      <td>496054.0</td>\n",
       "      <td>611940.0</td>\n",
       "      <td>693791.0</td>\n",
       "      <td>701941.0</td>\n",
       "      <td>687671.0</td>\n",
       "      <td>641055.0</td>\n",
       "      <td>631564.0</td>\n",
       "      <td>552205.0</td>\n",
       "      <td>1026948.0</td>\n",
       "      <td>1250361.0</td>\n",
       "      <td>1443669.0</td>\n",
       "      <td>912528.0</td>\n",
       "      <td>535124.0</td>\n",
       "      <td>523162.0</td>\n",
       "      <td>424063.0</td>\n",
       "      <td>52173330</td>\n",
       "      <td>1380305.0</td>\n",
       "      <td>930497.0</td>\n",
       "      <td>1112634.0</td>\n",
       "      <td>1398961.0</td>\n",
       "      <td>1604096.0</td>\n",
       "      <td>1794530.0</td>\n",
       "      <td>1821305.0</td>\n",
       "      <td>1942654.0</td>\n",
       "      <td>1866432.0</td>\n",
       "      <td>3859714.0</td>\n",
       "      <td>5551790.0</td>\n",
       "      <td>7965262.0</td>\n",
       "      <td>6206273.0</td>\n",
       "      <td>4305035.0</td>\n",
       "      <td>4814653.0</td>\n",
       "      <td>5619189.0</td>\n",
       "      <td>588204</td>\n",
       "      <td>52319.0</td>\n",
       "      <td>30207.0</td>\n",
       "      <td>32078.0</td>\n",
       "      <td>33671.0</td>\n",
       "      <td>34154.0</td>\n",
       "      <td>31589.0</td>\n",
       "      <td>29539.0</td>\n",
       "      <td>28025.0</td>\n",
       "      <td>25452.0</td>\n",
       "      <td>48644.0</td>\n",
       "      <td>60945.0</td>\n",
       "      <td>71138.0</td>\n",
       "      <td>43433.0</td>\n",
       "      <td>25141.0</td>\n",
       "      <td>24036.0</td>\n",
       "      <td>17833.0</td>\n",
       "      <td>8968231</td>\n",
       "      <td>792034.0</td>\n",
       "      <td>455922.0</td>\n",
       "      <td>499512.0</td>\n",
       "      <td>518512.0</td>\n",
       "      <td>507047.0</td>\n",
       "      <td>495583.0</td>\n",
       "      <td>448775.0</td>\n",
       "      <td>436240.0</td>\n",
       "      <td>386990.0</td>\n",
       "      <td>710968.0</td>\n",
       "      <td>879331.0</td>\n",
       "      <td>1049316.0</td>\n",
       "      <td>675911.0</td>\n",
       "      <td>410725.0</td>\n",
       "      <td>403672.0</td>\n",
       "      <td>297693.0</td>\n",
       "      <td>78697103</td>\n",
       "      <td>3094975.0</td>\n",
       "      <td>2023720.0</td>\n",
       "      <td>2394501.0</td>\n",
       "      <td>2797213.0</td>\n",
       "      <td>3003706.0</td>\n",
       "      <td>3169149.0</td>\n",
       "      <td>3096921.0</td>\n",
       "      <td>3203661.0</td>\n",
       "      <td>2976444.0</td>\n",
       "      <td>5953416.0</td>\n",
       "      <td>8184513.0</td>\n",
       "      <td>11193903.0</td>\n",
       "      <td>8407381.0</td>\n",
       "      <td>5707764.0</td>\n",
       "      <td>6336183.0</td>\n",
       "      <td>7153653.0</td>\n",
       "      <td>4112224</td>\n",
       "      <td>125716.0</td>\n",
       "      <td>82237.0</td>\n",
       "      <td>105968.0</td>\n",
       "      <td>116334.0</td>\n",
       "      <td>117899.0</td>\n",
       "      <td>123593.0</td>\n",
       "      <td>119687.0</td>\n",
       "      <td>126269.0</td>\n",
       "      <td>110904.0</td>\n",
       "      <td>235158.0</td>\n",
       "      <td>339262.0</td>\n",
       "      <td>520385.0</td>\n",
       "      <td>456200.0</td>\n",
       "      <td>352376.0</td>\n",
       "      <td>482975.0</td>\n",
       "      <td>697261.0</td>\n",
       "      <td>118263</td>\n",
       "      <td>6386.0</td>\n",
       "      <td>3138.0</td>\n",
       "      <td>3915.0</td>\n",
       "      <td>5069.0</td>\n",
       "      <td>5758.0</td>\n",
       "      <td>4828.0</td>\n",
       "      <td>5368.0</td>\n",
       "      <td>5092.0</td>\n",
       "      <td>4501.0</td>\n",
       "      <td>9547.0</td>\n",
       "      <td>13524.0</td>\n",
       "      <td>17094.0</td>\n",
       "      <td>11662.0</td>\n",
       "      <td>8384.0</td>\n",
       "      <td>8045.0</td>\n",
       "      <td>5952.0</td>\n",
       "      <td>0.335772</td>\n",
       "      <td>10.706727</td>\n",
       "      <td>9.893899</td>\n",
       "      <td>0.419692</td>\n",
       "      <td>0.291023</td>\n",
       "      <td>0.445573</td>\n",
       "      <td>0.466392</td>\n",
       "      <td>21.117064</td>\n",
       "      <td>3.585240</td>\n",
       "      <td>0.421631</td>\n",
       "      <td>0.370965</td>\n",
       "      <td>0.538721</td>\n",
       "      <td>0.317805</td>\n",
       "      <td>9.243031</td>\n",
       "      <td>10.770233</td>\n",
       "      <td>0.419889</td>\n",
       "      <td>0.278175</td>\n",
       "      <td>0.439254</td>\n",
       "      <td>0.488615</td>\n",
       "      <td>25.266744</td>\n",
       "      <td>3.319417</td>\n",
       "      <td>0.488622</td>\n",
       "      <td>0.370539</td>\n",
       "      <td>0.543139</td>\n",
       "      <td>0.291246</td>\n",
       "      <td>10.462830</td>\n",
       "      <td>16.955813</td>\n",
       "      <td>0.430714</td>\n",
       "      <td>0.286629</td>\n",
       "      <td>0.355454</td>\n",
       "      <td>0.359437</td>\n",
       "      <td>13.101383</td>\n",
       "      <td>9.090110</td>\n",
       "      <td>0.437395</td>\n",
       "      <td>0.306012</td>\n",
       "      <td>0.448657</td>\n",
       "      <td>0.399591</td>\n",
       "      <td>15.649865</td>\n",
       "      <td>5.032851</td>\n",
       "      <td>0.456856</td>\n",
       "      <td>0.317976</td>\n",
       "      <td>0.521452</td>\n",
       "      <td>0.491385</td>\n",
       "      <td>25.208091</td>\n",
       "      <td>3.031771</td>\n",
       "      <td>0.492465</td>\n",
       "      <td>0.364452</td>\n",
       "      <td>0.555000</td>\n",
       "      <td>11.637944</td>\n",
       "      <td>21.018594</td>\n",
       "      <td>9.967736</td>\n",
       "      <td>24.187049</td>\n",
       "      <td>11.545166</td>\n",
       "      <td>14.052687</td>\n",
       "      <td>18.287713</td>\n",
       "      <td>25.836409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019</td>\n",
       "      <td>60235481</td>\n",
       "      <td>1715071.0</td>\n",
       "      <td>1131283.0</td>\n",
       "      <td>1413817.0</td>\n",
       "      <td>1735393.0</td>\n",
       "      <td>1901196.0</td>\n",
       "      <td>2168232.0</td>\n",
       "      <td>2138823.0</td>\n",
       "      <td>2218152.0</td>\n",
       "      <td>2167818.0</td>\n",
       "      <td>4410560.0</td>\n",
       "      <td>6219030.0</td>\n",
       "      <td>9019654.0</td>\n",
       "      <td>7014878.0</td>\n",
       "      <td>4859632.0</td>\n",
       "      <td>5596342.0</td>\n",
       "      <td>6525600.0</td>\n",
       "      <td>1586427</td>\n",
       "      <td>84142</td>\n",
       "      <td>51976</td>\n",
       "      <td>57132</td>\n",
       "      <td>63737</td>\n",
       "      <td>63231</td>\n",
       "      <td>66735</td>\n",
       "      <td>62332</td>\n",
       "      <td>63923</td>\n",
       "      <td>58828</td>\n",
       "      <td>114529</td>\n",
       "      <td>154774</td>\n",
       "      <td>211647</td>\n",
       "      <td>161455</td>\n",
       "      <td>109683</td>\n",
       "      <td>127055</td>\n",
       "      <td>135248</td>\n",
       "      <td>12056862</td>\n",
       "      <td>657506.0</td>\n",
       "      <td>441697.0</td>\n",
       "      <td>576655.0</td>\n",
       "      <td>662906.0</td>\n",
       "      <td>657329.0</td>\n",
       "      <td>699986.0</td>\n",
       "      <td>627919.0</td>\n",
       "      <td>616327.0</td>\n",
       "      <td>559708.0</td>\n",
       "      <td>1047598.0</td>\n",
       "      <td>1287262.0</td>\n",
       "      <td>1544621.0</td>\n",
       "      <td>996626.0</td>\n",
       "      <td>594450.0</td>\n",
       "      <td>594105.0</td>\n",
       "      <td>492167.0</td>\n",
       "      <td>52161339</td>\n",
       "      <td>1293816.0</td>\n",
       "      <td>846596.0</td>\n",
       "      <td>1042326.0</td>\n",
       "      <td>1302160.0</td>\n",
       "      <td>1472544.0</td>\n",
       "      <td>1710288.0</td>\n",
       "      <td>1731854.0</td>\n",
       "      <td>1815621.0</td>\n",
       "      <td>1801275.0</td>\n",
       "      <td>3718561.0</td>\n",
       "      <td>5371002.0</td>\n",
       "      <td>7973440.0</td>\n",
       "      <td>6325394.0</td>\n",
       "      <td>4440880.0</td>\n",
       "      <td>5167757.0</td>\n",
       "      <td>6147825.0</td>\n",
       "      <td>596147</td>\n",
       "      <td>48774.0</td>\n",
       "      <td>27455.0</td>\n",
       "      <td>30607.0</td>\n",
       "      <td>34040.0</td>\n",
       "      <td>33075.0</td>\n",
       "      <td>31450.0</td>\n",
       "      <td>29421.0</td>\n",
       "      <td>27596.0</td>\n",
       "      <td>24883.0</td>\n",
       "      <td>48570.0</td>\n",
       "      <td>62153.0</td>\n",
       "      <td>74277.0</td>\n",
       "      <td>47545.0</td>\n",
       "      <td>27806.0</td>\n",
       "      <td>27135.0</td>\n",
       "      <td>21360.0</td>\n",
       "      <td>9021182</td>\n",
       "      <td>738063.0</td>\n",
       "      <td>416410.0</td>\n",
       "      <td>477859.0</td>\n",
       "      <td>499739.0</td>\n",
       "      <td>487478.0</td>\n",
       "      <td>497023.0</td>\n",
       "      <td>445055.0</td>\n",
       "      <td>425266.0</td>\n",
       "      <td>389051.0</td>\n",
       "      <td>713299.0</td>\n",
       "      <td>889741.0</td>\n",
       "      <td>1099489.0</td>\n",
       "      <td>712468.0</td>\n",
       "      <td>442584.0</td>\n",
       "      <td>445491.0</td>\n",
       "      <td>342166.0</td>\n",
       "      <td>79114031</td>\n",
       "      <td>2905334.0</td>\n",
       "      <td>1835765.0</td>\n",
       "      <td>2260298.0</td>\n",
       "      <td>2644006.0</td>\n",
       "      <td>2798228.0</td>\n",
       "      <td>3097905.0</td>\n",
       "      <td>2987441.0</td>\n",
       "      <td>3042945.0</td>\n",
       "      <td>2920590.0</td>\n",
       "      <td>5831826.0</td>\n",
       "      <td>8036071.0</td>\n",
       "      <td>11374396.0</td>\n",
       "      <td>8668826.0</td>\n",
       "      <td>5951212.0</td>\n",
       "      <td>6852461.0</td>\n",
       "      <td>7906727.0</td>\n",
       "      <td>4218984</td>\n",
       "      <td>120911.0</td>\n",
       "      <td>76021.0</td>\n",
       "      <td>101788.0</td>\n",
       "      <td>109829.0</td>\n",
       "      <td>111879.0</td>\n",
       "      <td>121178.0</td>\n",
       "      <td>116838.0</td>\n",
       "      <td>119449.0</td>\n",
       "      <td>109970.0</td>\n",
       "      <td>231649.0</td>\n",
       "      <td>327386.0</td>\n",
       "      <td>530832.0</td>\n",
       "      <td>469027.0</td>\n",
       "      <td>361333.0</td>\n",
       "      <td>519928.0</td>\n",
       "      <td>790966.0</td>\n",
       "      <td>122227</td>\n",
       "      <td>6037.0</td>\n",
       "      <td>3033.0</td>\n",
       "      <td>4189.0</td>\n",
       "      <td>4432.0</td>\n",
       "      <td>5463.0</td>\n",
       "      <td>5117.0</td>\n",
       "      <td>5653.0</td>\n",
       "      <td>5265.0</td>\n",
       "      <td>4265.0</td>\n",
       "      <td>9760.0</td>\n",
       "      <td>13149.0</td>\n",
       "      <td>18418.0</td>\n",
       "      <td>13169.0</td>\n",
       "      <td>8509.0</td>\n",
       "      <td>8934.0</td>\n",
       "      <td>6834.0</td>\n",
       "      <td>0.322984</td>\n",
       "      <td>9.953542</td>\n",
       "      <td>10.833482</td>\n",
       "      <td>0.418548</td>\n",
       "      <td>0.284034</td>\n",
       "      <td>0.434171</td>\n",
       "      <td>0.448504</td>\n",
       "      <td>19.397784</td>\n",
       "      <td>4.082049</td>\n",
       "      <td>0.417710</td>\n",
       "      <td>0.359557</td>\n",
       "      <td>0.529432</td>\n",
       "      <td>0.305396</td>\n",
       "      <td>8.598127</td>\n",
       "      <td>11.786172</td>\n",
       "      <td>0.419812</td>\n",
       "      <td>0.271286</td>\n",
       "      <td>0.427347</td>\n",
       "      <td>0.473023</td>\n",
       "      <td>23.634054</td>\n",
       "      <td>3.792918</td>\n",
       "      <td>0.482060</td>\n",
       "      <td>0.362978</td>\n",
       "      <td>0.530800</td>\n",
       "      <td>0.277063</td>\n",
       "      <td>9.683587</td>\n",
       "      <td>18.747784</td>\n",
       "      <td>0.432017</td>\n",
       "      <td>0.281065</td>\n",
       "      <td>0.339274</td>\n",
       "      <td>0.346017</td>\n",
       "      <td>12.191773</td>\n",
       "      <td>9.994089</td>\n",
       "      <td>0.434911</td>\n",
       "      <td>0.299138</td>\n",
       "      <td>0.437069</td>\n",
       "      <td>0.387001</td>\n",
       "      <td>14.473889</td>\n",
       "      <td>5.591236</td>\n",
       "      <td>0.463997</td>\n",
       "      <td>0.313137</td>\n",
       "      <td>0.517709</td>\n",
       "      <td>0.474519</td>\n",
       "      <td>23.631084</td>\n",
       "      <td>3.583009</td>\n",
       "      <td>0.479124</td>\n",
       "      <td>0.357189</td>\n",
       "      <td>0.542939</td>\n",
       "      <td>11.148332</td>\n",
       "      <td>19.640579</td>\n",
       "      <td>9.618052</td>\n",
       "      <td>23.041812</td>\n",
       "      <td>10.936231</td>\n",
       "      <td>13.422426</td>\n",
       "      <td>17.511974</td>\n",
       "      <td>24.862244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020</td>\n",
       "      <td>59387590</td>\n",
       "      <td>1592601.0</td>\n",
       "      <td>1038368.0</td>\n",
       "      <td>1276228.0</td>\n",
       "      <td>1586299.0</td>\n",
       "      <td>1772118.0</td>\n",
       "      <td>2011751.0</td>\n",
       "      <td>1997541.0</td>\n",
       "      <td>2128690.0</td>\n",
       "      <td>2051416.0</td>\n",
       "      <td>4257553.0</td>\n",
       "      <td>6062697.0</td>\n",
       "      <td>8858497.0</td>\n",
       "      <td>7058994.0</td>\n",
       "      <td>4988707.0</td>\n",
       "      <td>5779482.0</td>\n",
       "      <td>6926648.0</td>\n",
       "      <td>2851816</td>\n",
       "      <td>125482</td>\n",
       "      <td>79449</td>\n",
       "      <td>90610</td>\n",
       "      <td>111858</td>\n",
       "      <td>107785</td>\n",
       "      <td>120765</td>\n",
       "      <td>114473</td>\n",
       "      <td>119814</td>\n",
       "      <td>103184</td>\n",
       "      <td>212165</td>\n",
       "      <td>290706</td>\n",
       "      <td>389091</td>\n",
       "      <td>298766</td>\n",
       "      <td>202236</td>\n",
       "      <td>232906</td>\n",
       "      <td>252526</td>\n",
       "      <td>12303195</td>\n",
       "      <td>625160.0</td>\n",
       "      <td>407060.0</td>\n",
       "      <td>520010.0</td>\n",
       "      <td>619933.0</td>\n",
       "      <td>627561.0</td>\n",
       "      <td>669810.0</td>\n",
       "      <td>603712.0</td>\n",
       "      <td>625592.0</td>\n",
       "      <td>554894.0</td>\n",
       "      <td>1064974.0</td>\n",
       "      <td>1329932.0</td>\n",
       "      <td>1627507.0</td>\n",
       "      <td>1094412.0</td>\n",
       "      <td>673675.0</td>\n",
       "      <td>672995.0</td>\n",
       "      <td>585968.0</td>\n",
       "      <td>52221719</td>\n",
       "      <td>1237935.0</td>\n",
       "      <td>803970.0</td>\n",
       "      <td>978678.0</td>\n",
       "      <td>1229964.0</td>\n",
       "      <td>1406414.0</td>\n",
       "      <td>1626506.0</td>\n",
       "      <td>1653682.0</td>\n",
       "      <td>1772875.0</td>\n",
       "      <td>1732352.0</td>\n",
       "      <td>3644966.0</td>\n",
       "      <td>5306919.0</td>\n",
       "      <td>7906995.0</td>\n",
       "      <td>6414749.0</td>\n",
       "      <td>4586221.0</td>\n",
       "      <td>5366517.0</td>\n",
       "      <td>6552976.0</td>\n",
       "      <td>587302</td>\n",
       "      <td>46682.0</td>\n",
       "      <td>25151.0</td>\n",
       "      <td>29409.0</td>\n",
       "      <td>32267.0</td>\n",
       "      <td>31288.0</td>\n",
       "      <td>30348.0</td>\n",
       "      <td>28137.0</td>\n",
       "      <td>26292.0</td>\n",
       "      <td>24388.0</td>\n",
       "      <td>48244.0</td>\n",
       "      <td>61822.0</td>\n",
       "      <td>74401.0</td>\n",
       "      <td>48626.0</td>\n",
       "      <td>29627.0</td>\n",
       "      <td>27351.0</td>\n",
       "      <td>23269.0</td>\n",
       "      <td>9040538</td>\n",
       "      <td>695147.0</td>\n",
       "      <td>391144.0</td>\n",
       "      <td>434187.0</td>\n",
       "      <td>477804.0</td>\n",
       "      <td>477495.0</td>\n",
       "      <td>485051.0</td>\n",
       "      <td>431326.0</td>\n",
       "      <td>431147.0</td>\n",
       "      <td>384902.0</td>\n",
       "      <td>720417.0</td>\n",
       "      <td>908605.0</td>\n",
       "      <td>1116500.0</td>\n",
       "      <td>751727.0</td>\n",
       "      <td>467079.0</td>\n",
       "      <td>485014.0</td>\n",
       "      <td>382993.0</td>\n",
       "      <td>79849830</td>\n",
       "      <td>2784559.0</td>\n",
       "      <td>1737891.0</td>\n",
       "      <td>2094920.0</td>\n",
       "      <td>2513807.0</td>\n",
       "      <td>2694744.0</td>\n",
       "      <td>2976720.0</td>\n",
       "      <td>2874034.0</td>\n",
       "      <td>3025990.0</td>\n",
       "      <td>2844489.0</td>\n",
       "      <td>5794487.0</td>\n",
       "      <td>8063492.0</td>\n",
       "      <td>11445632.0</td>\n",
       "      <td>8943779.0</td>\n",
       "      <td>6242078.0</td>\n",
       "      <td>7235024.0</td>\n",
       "      <td>8578184.0</td>\n",
       "      <td>4332143</td>\n",
       "      <td>123552.0</td>\n",
       "      <td>76945.0</td>\n",
       "      <td>95406.0</td>\n",
       "      <td>109431.0</td>\n",
       "      <td>108883.0</td>\n",
       "      <td>117575.0</td>\n",
       "      <td>111201.0</td>\n",
       "      <td>117591.0</td>\n",
       "      <td>106736.0</td>\n",
       "      <td>226922.0</td>\n",
       "      <td>329043.0</td>\n",
       "      <td>530328.0</td>\n",
       "      <td>481167.0</td>\n",
       "      <td>374625.0</td>\n",
       "      <td>548975.0</td>\n",
       "      <td>873763.0</td>\n",
       "      <td>125511</td>\n",
       "      <td>5747.0</td>\n",
       "      <td>3063.0</td>\n",
       "      <td>3584.0</td>\n",
       "      <td>4300.0</td>\n",
       "      <td>5563.0</td>\n",
       "      <td>5419.0</td>\n",
       "      <td>5299.0</td>\n",
       "      <td>5389.0</td>\n",
       "      <td>4372.0</td>\n",
       "      <td>9323.0</td>\n",
       "      <td>13730.0</td>\n",
       "      <td>18428.0</td>\n",
       "      <td>13694.0</td>\n",
       "      <td>9307.0</td>\n",
       "      <td>10353.0</td>\n",
       "      <td>7940.0</td>\n",
       "      <td>0.311910</td>\n",
       "      <td>9.250242</td>\n",
       "      <td>11.663460</td>\n",
       "      <td>0.421434</td>\n",
       "      <td>0.278051</td>\n",
       "      <td>0.426114</td>\n",
       "      <td>0.429118</td>\n",
       "      <td>17.655276</td>\n",
       "      <td>4.762730</td>\n",
       "      <td>0.420790</td>\n",
       "      <td>0.347873</td>\n",
       "      <td>0.518391</td>\n",
       "      <td>0.296828</td>\n",
       "      <td>8.139424</td>\n",
       "      <td>12.548373</td>\n",
       "      <td>0.422117</td>\n",
       "      <td>0.266976</td>\n",
       "      <td>0.419833</td>\n",
       "      <td>0.458985</td>\n",
       "      <td>22.103574</td>\n",
       "      <td>4.236396</td>\n",
       "      <td>0.481530</td>\n",
       "      <td>0.357505</td>\n",
       "      <td>0.521923</td>\n",
       "      <td>0.267559</td>\n",
       "      <td>9.356432</td>\n",
       "      <td>20.169302</td>\n",
       "      <td>0.438703</td>\n",
       "      <td>0.276873</td>\n",
       "      <td>0.327830</td>\n",
       "      <td>0.335295</td>\n",
       "      <td>11.435437</td>\n",
       "      <td>10.742896</td>\n",
       "      <td>0.436917</td>\n",
       "      <td>0.293897</td>\n",
       "      <td>0.429433</td>\n",
       "      <td>0.373393</td>\n",
       "      <td>13.300826</td>\n",
       "      <td>6.326139</td>\n",
       "      <td>0.467548</td>\n",
       "      <td>0.313473</td>\n",
       "      <td>0.499528</td>\n",
       "      <td>0.464495</td>\n",
       "      <td>22.732598</td>\n",
       "      <td>3.962016</td>\n",
       "      <td>0.479106</td>\n",
       "      <td>0.350503</td>\n",
       "      <td>0.537127</td>\n",
       "      <td>10.595157</td>\n",
       "      <td>18.292668</td>\n",
       "      <td>9.309868</td>\n",
       "      <td>22.068150</td>\n",
       "      <td>10.610123</td>\n",
       "      <td>12.842101</td>\n",
       "      <td>16.805076</td>\n",
       "      <td>24.134631</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021</td>\n",
       "      <td>58364673</td>\n",
       "      <td>1470498.0</td>\n",
       "      <td>923187.0</td>\n",
       "      <td>1094034.0</td>\n",
       "      <td>1373442.0</td>\n",
       "      <td>1570332.0</td>\n",
       "      <td>1768692.0</td>\n",
       "      <td>1811037.0</td>\n",
       "      <td>1922993.0</td>\n",
       "      <td>1855685.0</td>\n",
       "      <td>3936874.0</td>\n",
       "      <td>5689500.0</td>\n",
       "      <td>8581668.0</td>\n",
       "      <td>7039267.0</td>\n",
       "      <td>5217293.0</td>\n",
       "      <td>6262899.0</td>\n",
       "      <td>7847272.0</td>\n",
       "      <td>4219511</td>\n",
       "      <td>180554</td>\n",
       "      <td>110693</td>\n",
       "      <td>122324</td>\n",
       "      <td>148216</td>\n",
       "      <td>161344</td>\n",
       "      <td>170646</td>\n",
       "      <td>161112</td>\n",
       "      <td>173982</td>\n",
       "      <td>153712</td>\n",
       "      <td>308030</td>\n",
       "      <td>430545</td>\n",
       "      <td>577251</td>\n",
       "      <td>442615</td>\n",
       "      <td>315104</td>\n",
       "      <td>361463</td>\n",
       "      <td>401920</td>\n",
       "      <td>12811747</td>\n",
       "      <td>623317.0</td>\n",
       "      <td>384017.0</td>\n",
       "      <td>465069.0</td>\n",
       "      <td>572344.0</td>\n",
       "      <td>612411.0</td>\n",
       "      <td>643996.0</td>\n",
       "      <td>594831.0</td>\n",
       "      <td>614914.0</td>\n",
       "      <td>540267.0</td>\n",
       "      <td>1078460.0</td>\n",
       "      <td>1385852.0</td>\n",
       "      <td>1756246.0</td>\n",
       "      <td>1204891.0</td>\n",
       "      <td>786666.0</td>\n",
       "      <td>817725.0</td>\n",
       "      <td>730741.0</td>\n",
       "      <td>52129882</td>\n",
       "      <td>1180814.0</td>\n",
       "      <td>738714.0</td>\n",
       "      <td>870076.0</td>\n",
       "      <td>1092915.0</td>\n",
       "      <td>1271980.0</td>\n",
       "      <td>1455330.0</td>\n",
       "      <td>1524102.0</td>\n",
       "      <td>1632278.0</td>\n",
       "      <td>1597362.0</td>\n",
       "      <td>3413890.0</td>\n",
       "      <td>5034743.0</td>\n",
       "      <td>7725601.0</td>\n",
       "      <td>6447226.0</td>\n",
       "      <td>4828993.0</td>\n",
       "      <td>5851904.0</td>\n",
       "      <td>7463954.0</td>\n",
       "      <td>586386</td>\n",
       "      <td>43493.0</td>\n",
       "      <td>24104.0</td>\n",
       "      <td>25731.0</td>\n",
       "      <td>28465.0</td>\n",
       "      <td>29218.0</td>\n",
       "      <td>28622.0</td>\n",
       "      <td>27160.0</td>\n",
       "      <td>26901.0</td>\n",
       "      <td>23144.0</td>\n",
       "      <td>46300.0</td>\n",
       "      <td>62574.0</td>\n",
       "      <td>75838.0</td>\n",
       "      <td>52752.0</td>\n",
       "      <td>31633.0</td>\n",
       "      <td>33756.0</td>\n",
       "      <td>26695.0</td>\n",
       "      <td>9091444</td>\n",
       "      <td>662611.0</td>\n",
       "      <td>367870.0</td>\n",
       "      <td>385674.0</td>\n",
       "      <td>441031.0</td>\n",
       "      <td>457777.0</td>\n",
       "      <td>462476.0</td>\n",
       "      <td>419152.0</td>\n",
       "      <td>419137.0</td>\n",
       "      <td>372670.0</td>\n",
       "      <td>711067.0</td>\n",
       "      <td>916196.0</td>\n",
       "      <td>1146878.0</td>\n",
       "      <td>794755.0</td>\n",
       "      <td>515921.0</td>\n",
       "      <td>552946.0</td>\n",
       "      <td>465283.0</td>\n",
       "      <td>80755759</td>\n",
       "      <td>2697864.0</td>\n",
       "      <td>1619887.0</td>\n",
       "      <td>1872378.0</td>\n",
       "      <td>2285643.0</td>\n",
       "      <td>2530419.0</td>\n",
       "      <td>2754208.0</td>\n",
       "      <td>2725428.0</td>\n",
       "      <td>2862694.0</td>\n",
       "      <td>2684174.0</td>\n",
       "      <td>5579424.0</td>\n",
       "      <td>7869770.0</td>\n",
       "      <td>11449794.0</td>\n",
       "      <td>9168545.0</td>\n",
       "      <td>6701025.0</td>\n",
       "      <td>8021087.0</td>\n",
       "      <td>9933419.0</td>\n",
       "      <td>4471121</td>\n",
       "      <td>122405.0</td>\n",
       "      <td>69229.0</td>\n",
       "      <td>85783.0</td>\n",
       "      <td>104102.0</td>\n",
       "      <td>109086.0</td>\n",
       "      <td>109528.0</td>\n",
       "      <td>108140.0</td>\n",
       "      <td>112204.0</td>\n",
       "      <td>100405.0</td>\n",
       "      <td>223855.0</td>\n",
       "      <td>317681.0</td>\n",
       "      <td>520765.0</td>\n",
       "      <td>480421.0</td>\n",
       "      <td>396784.0</td>\n",
       "      <td>587560.0</td>\n",
       "      <td>1023173.0</td>\n",
       "      <td>126419</td>\n",
       "      <td>5562.0</td>\n",
       "      <td>2402.0</td>\n",
       "      <td>2895.0</td>\n",
       "      <td>4098.0</td>\n",
       "      <td>4379.0</td>\n",
       "      <td>6044.0</td>\n",
       "      <td>4892.0</td>\n",
       "      <td>5011.0</td>\n",
       "      <td>4099.0</td>\n",
       "      <td>8283.0</td>\n",
       "      <td>12758.0</td>\n",
       "      <td>18083.0</td>\n",
       "      <td>14854.0</td>\n",
       "      <td>9869.0</td>\n",
       "      <td>13375.0</td>\n",
       "      <td>9815.0</td>\n",
       "      <td>0.292944</td>\n",
       "      <td>8.328944</td>\n",
       "      <td>13.445243</td>\n",
       "      <td>0.432380</td>\n",
       "      <td>0.268567</td>\n",
       "      <td>0.406248</td>\n",
       "      <td>0.407431</td>\n",
       "      <td>15.959939</td>\n",
       "      <td>5.703680</td>\n",
       "      <td>0.434192</td>\n",
       "      <td>0.335221</td>\n",
       "      <td>0.498737</td>\n",
       "      <td>0.280013</td>\n",
       "      <td>7.447780</td>\n",
       "      <td>14.317995</td>\n",
       "      <td>0.433980</td>\n",
       "      <td>0.258885</td>\n",
       "      <td>0.400396</td>\n",
       "      <td>0.439855</td>\n",
       "      <td>20.427844</td>\n",
       "      <td>5.117812</td>\n",
       "      <td>0.489061</td>\n",
       "      <td>0.348982</td>\n",
       "      <td>0.501707</td>\n",
       "      <td>0.250842</td>\n",
       "      <td>8.532961</td>\n",
       "      <td>22.884037</td>\n",
       "      <td>0.445262</td>\n",
       "      <td>0.275173</td>\n",
       "      <td>0.305138</td>\n",
       "      <td>0.317979</td>\n",
       "      <td>10.495564</td>\n",
       "      <td>12.300570</td>\n",
       "      <td>0.448204</td>\n",
       "      <td>0.286300</td>\n",
       "      <td>0.410471</td>\n",
       "      <td>0.347526</td>\n",
       "      <td>11.831291</td>\n",
       "      <td>7.763865</td>\n",
       "      <td>0.471799</td>\n",
       "      <td>0.308588</td>\n",
       "      <td>0.473176</td>\n",
       "      <td>0.443706</td>\n",
       "      <td>20.770107</td>\n",
       "      <td>4.552462</td>\n",
       "      <td>0.490684</td>\n",
       "      <td>0.341566</td>\n",
       "      <td>0.522384</td>\n",
       "      <td>10.285729</td>\n",
       "      <td>17.706213</td>\n",
       "      <td>9.218126</td>\n",
       "      <td>21.714787</td>\n",
       "      <td>10.307197</td>\n",
       "      <td>12.631850</td>\n",
       "      <td>16.675845</td>\n",
       "      <td>23.395153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2022</td>\n",
       "      <td>57078202</td>\n",
       "      <td>1300976.0</td>\n",
       "      <td>805793.0</td>\n",
       "      <td>894674.0</td>\n",
       "      <td>1151633.0</td>\n",
       "      <td>1304156.0</td>\n",
       "      <td>1444111.0</td>\n",
       "      <td>1545230.0</td>\n",
       "      <td>1624968.0</td>\n",
       "      <td>1701826.0</td>\n",
       "      <td>3529295.0</td>\n",
       "      <td>5155884.0</td>\n",
       "      <td>8076548.0</td>\n",
       "      <td>6947917.0</td>\n",
       "      <td>5381454.0</td>\n",
       "      <td>6901114.0</td>\n",
       "      <td>9312623.0</td>\n",
       "      <td>5585416</td>\n",
       "      <td>219978</td>\n",
       "      <td>133267</td>\n",
       "      <td>139434</td>\n",
       "      <td>176004</td>\n",
       "      <td>197010</td>\n",
       "      <td>206857</td>\n",
       "      <td>196988</td>\n",
       "      <td>197653</td>\n",
       "      <td>206666</td>\n",
       "      <td>391369</td>\n",
       "      <td>548431</td>\n",
       "      <td>778972</td>\n",
       "      <td>594675</td>\n",
       "      <td>437828</td>\n",
       "      <td>532261</td>\n",
       "      <td>628023</td>\n",
       "      <td>13141075</td>\n",
       "      <td>590716.0</td>\n",
       "      <td>344340.0</td>\n",
       "      <td>390699.0</td>\n",
       "      <td>510092.0</td>\n",
       "      <td>561493.0</td>\n",
       "      <td>563298.0</td>\n",
       "      <td>553391.0</td>\n",
       "      <td>547287.0</td>\n",
       "      <td>556828.0</td>\n",
       "      <td>1053678.0</td>\n",
       "      <td>1390038.0</td>\n",
       "      <td>1861861.0</td>\n",
       "      <td>1328590.0</td>\n",
       "      <td>909295.0</td>\n",
       "      <td>1009459.0</td>\n",
       "      <td>970010.0</td>\n",
       "      <td>51985404</td>\n",
       "      <td>1084605.0</td>\n",
       "      <td>674226.0</td>\n",
       "      <td>743040.0</td>\n",
       "      <td>953370.0</td>\n",
       "      <td>1088001.0</td>\n",
       "      <td>1233352.0</td>\n",
       "      <td>1330448.0</td>\n",
       "      <td>1415084.0</td>\n",
       "      <td>1489355.0</td>\n",
       "      <td>3119735.0</td>\n",
       "      <td>4631959.0</td>\n",
       "      <td>7368189.0</td>\n",
       "      <td>6426968.0</td>\n",
       "      <td>5022141.0</td>\n",
       "      <td>6499144.0</td>\n",
       "      <td>8905787.0</td>\n",
       "      <td>601054</td>\n",
       "      <td>38673.0</td>\n",
       "      <td>22811.0</td>\n",
       "      <td>22321.0</td>\n",
       "      <td>25247.0</td>\n",
       "      <td>27079.0</td>\n",
       "      <td>26093.0</td>\n",
       "      <td>25027.0</td>\n",
       "      <td>26216.0</td>\n",
       "      <td>24338.0</td>\n",
       "      <td>46015.0</td>\n",
       "      <td>62103.0</td>\n",
       "      <td>81415.0</td>\n",
       "      <td>58535.0</td>\n",
       "      <td>37752.0</td>\n",
       "      <td>41459.0</td>\n",
       "      <td>35970.0</td>\n",
       "      <td>9135434</td>\n",
       "      <td>602833.0</td>\n",
       "      <td>352950.0</td>\n",
       "      <td>329873.0</td>\n",
       "      <td>396150.0</td>\n",
       "      <td>405310.0</td>\n",
       "      <td>412789.0</td>\n",
       "      <td>401399.0</td>\n",
       "      <td>381151.0</td>\n",
       "      <td>380660.0</td>\n",
       "      <td>695113.0</td>\n",
       "      <td>895529.0</td>\n",
       "      <td>1184139.0</td>\n",
       "      <td>849388.0</td>\n",
       "      <td>579021.0</td>\n",
       "      <td>657029.0</td>\n",
       "      <td>612100.0</td>\n",
       "      <td>81432908</td>\n",
       "      <td>2503187.0</td>\n",
       "      <td>1498443.0</td>\n",
       "      <td>1600812.0</td>\n",
       "      <td>2028300.0</td>\n",
       "      <td>2236899.0</td>\n",
       "      <td>2386079.0</td>\n",
       "      <td>2463465.0</td>\n",
       "      <td>2525965.0</td>\n",
       "      <td>2616615.0</td>\n",
       "      <td>5242942.0</td>\n",
       "      <td>7445194.0</td>\n",
       "      <td>11250047.0</td>\n",
       "      <td>9364651.0</td>\n",
       "      <td>7122680.0</td>\n",
       "      <td>9059762.0</td>\n",
       "      <td>12087867.0</td>\n",
       "      <td>4614696</td>\n",
       "      <td>117406.0</td>\n",
       "      <td>62132.0</td>\n",
       "      <td>76183.0</td>\n",
       "      <td>95738.0</td>\n",
       "      <td>101059.0</td>\n",
       "      <td>96230.0</td>\n",
       "      <td>97302.0</td>\n",
       "      <td>100515.0</td>\n",
       "      <td>105044.0</td>\n",
       "      <td>212760.0</td>\n",
       "      <td>297254.0</td>\n",
       "      <td>495656.0</td>\n",
       "      <td>480618.0</td>\n",
       "      <td>404046.0</td>\n",
       "      <td>624168.0</td>\n",
       "      <td>1248585.0</td>\n",
       "      <td>128607</td>\n",
       "      <td>5298.0</td>\n",
       "      <td>2385.0</td>\n",
       "      <td>2345.0</td>\n",
       "      <td>3665.0</td>\n",
       "      <td>4599.0</td>\n",
       "      <td>4783.0</td>\n",
       "      <td>4404.0</td>\n",
       "      <td>4850.0</td>\n",
       "      <td>4553.0</td>\n",
       "      <td>7619.0</td>\n",
       "      <td>12305.0</td>\n",
       "      <td>17432.0</td>\n",
       "      <td>15965.0</td>\n",
       "      <td>10876.0</td>\n",
       "      <td>14092.0</td>\n",
       "      <td>13436.0</td>\n",
       "      <td>0.267506</td>\n",
       "      <td>7.276116</td>\n",
       "      <td>16.315551</td>\n",
       "      <td>0.442938</td>\n",
       "      <td>0.255552</td>\n",
       "      <td>0.377187</td>\n",
       "      <td>0.377345</td>\n",
       "      <td>13.970295</td>\n",
       "      <td>7.381512</td>\n",
       "      <td>0.446110</td>\n",
       "      <td>0.316200</td>\n",
       "      <td>0.470067</td>\n",
       "      <td>0.257436</td>\n",
       "      <td>6.646560</td>\n",
       "      <td>17.131322</td>\n",
       "      <td>0.444285</td>\n",
       "      <td>0.248003</td>\n",
       "      <td>0.372075</td>\n",
       "      <td>0.411852</td>\n",
       "      <td>18.409700</td>\n",
       "      <td>6.700284</td>\n",
       "      <td>0.495195</td>\n",
       "      <td>0.333202</td>\n",
       "      <td>0.470831</td>\n",
       "      <td>0.228410</td>\n",
       "      <td>7.616081</td>\n",
       "      <td>27.056712</td>\n",
       "      <td>0.452608</td>\n",
       "      <td>0.269971</td>\n",
       "      <td>0.274901</td>\n",
       "      <td>0.293910</td>\n",
       "      <td>9.370588</td>\n",
       "      <td>14.843958</td>\n",
       "      <td>0.458045</td>\n",
       "      <td>0.274499</td>\n",
       "      <td>0.382767</td>\n",
       "      <td>0.324712</td>\n",
       "      <td>10.647165</td>\n",
       "      <td>10.447332</td>\n",
       "      <td>0.489414</td>\n",
       "      <td>0.303216</td>\n",
       "      <td>0.443758</td>\n",
       "      <td>0.412050</td>\n",
       "      <td>18.143461</td>\n",
       "      <td>5.984487</td>\n",
       "      <td>0.493913</td>\n",
       "      <td>0.325080</td>\n",
       "      <td>0.494412</td>\n",
       "      <td>10.091926</td>\n",
       "      <td>17.236095</td>\n",
       "      <td>9.249112</td>\n",
       "      <td>21.461895</td>\n",
       "      <td>10.115863</td>\n",
       "      <td>12.534693</td>\n",
       "      <td>16.968801</td>\n",
       "      <td>22.597548</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Year Total - WHITE  Less than $10,000 - WHITE  $10,000 to $14,999 - WHITE  \\\n",
       "0  2010      58911688                  1948633.0                   1532336.0   \n",
       "0  2011      59214878                  1978627.0                   1519727.0   \n",
       "0  2012      59360285                  2047785.0                   1532077.0   \n",
       "0  2013      59388987                  2110072.0                   1523283.0   \n",
       "0  2014      59439836                  2121832.0                   1508860.0   \n",
       "0  2015      59535040                  2105317.0                   1498318.0   \n",
       "0  2016      59642655                  2039704.0                   1437857.0   \n",
       "0  2017      59991642                  1938879.0                   1355699.0   \n",
       "0  2018      60101787                  1826745.0                   1249170.0   \n",
       "0  2019      60235481                  1715071.0                   1131283.0   \n",
       "0  2020      59387590                  1592601.0                   1038368.0   \n",
       "0  2021      58364673                  1470498.0                    923187.0   \n",
       "0  2022      57078202                  1300976.0                    805793.0   \n",
       "\n",
       "   $15,000 to $19,999 - WHITE  $20,000 to $24,999 - WHITE  \\\n",
       "0                   1938268.0                   2298082.0   \n",
       "0                   1907024.0                   2241119.0   \n",
       "0                   1894499.0                   2263658.0   \n",
       "0                   1907237.0                   2269701.0   \n",
       "0                   1878772.0                   2220059.0   \n",
       "0                   1835564.0                   2211636.0   \n",
       "0                   1744284.0                   2119758.0   \n",
       "0                   1631461.0                   1989946.0   \n",
       "0                   1507853.0                   1851166.0   \n",
       "0                   1413817.0                   1735393.0   \n",
       "0                   1276228.0                   1586299.0   \n",
       "0                   1094034.0                   1373442.0   \n",
       "0                    894674.0                   1151633.0   \n",
       "\n",
       "   $25,000 to $29,999 - WHITE  $30,000 to $34,999 - WHITE  \\\n",
       "0                   2444775.0                   2636813.0   \n",
       "0                   2438410.0                   2577313.0   \n",
       "0                   2445179.0                   2572776.0   \n",
       "0                   2413514.0                   2598190.0   \n",
       "0                   2393335.0                   2552258.0   \n",
       "0                   2343920.0                   2546686.0   \n",
       "0                   2266576.0                   2464053.0   \n",
       "0                   2155607.0                   2356052.0   \n",
       "0                   2061940.0                   2244405.0   \n",
       "0                   1901196.0                   2168232.0   \n",
       "0                   1772118.0                   2011751.0   \n",
       "0                   1570332.0                   1768692.0   \n",
       "0                   1304156.0                   1444111.0   \n",
       "\n",
       "   $35,000 to $39,999 - WHITE  $40,000 to $44,999 - WHITE  \\\n",
       "0                   2607406.0                   2712406.0   \n",
       "0                   2574899.0                   2645805.0   \n",
       "0                   2539028.0                   2645077.0   \n",
       "0                   2509495.0                   2622665.0   \n",
       "0                   2507363.0                   2592005.0   \n",
       "0                   2476071.0                   2576229.0   \n",
       "0                   2428541.0                   2520843.0   \n",
       "0                   2350593.0                   2452001.0   \n",
       "0                   2238386.0                   2357915.0   \n",
       "0                   2138823.0                   2218152.0   \n",
       "0                   1997541.0                   2128690.0   \n",
       "0                   1811037.0                   1922993.0   \n",
       "0                   1545230.0                   1624968.0   \n",
       "\n",
       "   $45,000 to $49,999 - WHITE  $50,000 to $59,999 - WHITE  \\\n",
       "0                   2569323.0                   5117256.0   \n",
       "0                   2493407.0                   5036889.0   \n",
       "0                   2466682.0                   4983082.0   \n",
       "0                   2474410.0                   4941092.0   \n",
       "0                   2430645.0                   4869804.0   \n",
       "0                   2426026.0                   4836277.0   \n",
       "0                   2377696.0                   4763290.0   \n",
       "0                   2307053.0                   4671088.0   \n",
       "0                   2227467.0                   4539877.0   \n",
       "0                   2167818.0                   4410560.0   \n",
       "0                   2051416.0                   4257553.0   \n",
       "0                   1855685.0                   3936874.0   \n",
       "0                   1701826.0                   3529295.0   \n",
       "\n",
       "   $60,000 to $74,999 - WHITE  $75,000 to $99,999 - WHITE  \\\n",
       "0                   6976522.0                   9144424.0   \n",
       "0                   6872200.0                   9125849.0   \n",
       "0                   6785339.0                   9037989.0   \n",
       "0                   6678429.0                   8977124.0   \n",
       "0                   6638416.0                   8916065.0   \n",
       "0                   6636070.0                   8886367.0   \n",
       "0                   6582034.0                   8903133.0   \n",
       "0                   6527280.0                   8939181.0   \n",
       "0                   6382409.0                   8948655.0   \n",
       "0                   6219030.0                   9019654.0   \n",
       "0                   6062697.0                   8858497.0   \n",
       "0                   5689500.0                   8581668.0   \n",
       "0                   5155884.0                   8076548.0   \n",
       "\n",
       "   $100,000 to $124,999 - WHITE  $125,000 to $149,999 - WHITE  \\\n",
       "0                     6139302.0                     3643319.0   \n",
       "0                     6253999.0                     3845473.0   \n",
       "0                     6300015.0                     3910489.0   \n",
       "0                     6305594.0                     3930676.0   \n",
       "0                     6341849.0                     4007982.0   \n",
       "0                     6399274.0                     4030552.0   \n",
       "0                     6513470.0                     4171733.0   \n",
       "0                     6715230.0                     4406728.0   \n",
       "0                     6840940.0                     4684472.0   \n",
       "0                     7014878.0                     4859632.0   \n",
       "0                     7058994.0                     4988707.0   \n",
       "0                     7039267.0                     5217293.0   \n",
       "0                     6947917.0                     5381454.0   \n",
       "\n",
       "   $150,000 to $199,999 - WHITE  $200,000 or more - WHITE  \\\n",
       "0                     3601953.0                 3600870.0   \n",
       "0                     3854798.0                 3849339.0   \n",
       "0                     3962357.0                 3974253.0   \n",
       "0                     4041284.0                 4086221.0   \n",
       "0                     4168763.0                 4291828.0   \n",
       "0                     4252028.0                 4474705.0   \n",
       "0                     4478159.0                 4831524.0   \n",
       "0                     4833004.0                 5361840.0   \n",
       "0                     5193977.0                 5946410.0   \n",
       "0                     5596342.0                 6525600.0   \n",
       "0                     5779482.0                 6926648.0   \n",
       "0                     6262899.0                 7847272.0   \n",
       "0                     6901114.0                 9312623.0   \n",
       "\n",
       "  Total - TWO OR MORE RACES Less than $10,000 - TWO OR MORE RACES  \\\n",
       "0                   1094254                                 77672   \n",
       "0                   1165218                                 81270   \n",
       "0                   1231757                                 89274   \n",
       "0                   1292606                                 95043   \n",
       "0                   1346463                                 98752   \n",
       "0                   1382518                                 98001   \n",
       "0                   1427137                                 97547   \n",
       "0                   1474728                                 92307   \n",
       "0                   1531266                                 87051   \n",
       "0                   1586427                                 84142   \n",
       "0                   2851816                                125482   \n",
       "0                   4219511                                180554   \n",
       "0                   5585416                                219978   \n",
       "\n",
       "  $10,000 to $14,999 - TWO OR MORE RACES  \\\n",
       "0                                  49473   \n",
       "0                                  53564   \n",
       "0                                  56010   \n",
       "0                                  60411   \n",
       "0                                  61529   \n",
       "0                                  61490   \n",
       "0                                  60135   \n",
       "0                                  58452   \n",
       "0                                  55230   \n",
       "0                                  51976   \n",
       "0                                  79449   \n",
       "0                                 110693   \n",
       "0                                 133267   \n",
       "\n",
       "  $15,000 to $19,999 - TWO OR MORE RACES  \\\n",
       "0                                  54328   \n",
       "0                                  57557   \n",
       "0                                  61245   \n",
       "0                                  64836   \n",
       "0                                  68355   \n",
       "0                                  67528   \n",
       "0                                  65859   \n",
       "0                                  64392   \n",
       "0                                  60857   \n",
       "0                                  57132   \n",
       "0                                  90610   \n",
       "0                                 122324   \n",
       "0                                 139434   \n",
       "\n",
       "  $20,000 to $24,999 - TWO OR MORE RACES  \\\n",
       "0                                  57310   \n",
       "0                                  60213   \n",
       "0                                  65308   \n",
       "0                                  67913   \n",
       "0                                  69775   \n",
       "0                                  71567   \n",
       "0                                  69951   \n",
       "0                                  66228   \n",
       "0                                  65124   \n",
       "0                                  63737   \n",
       "0                                 111858   \n",
       "0                                 148216   \n",
       "0                                 176004   \n",
       "\n",
       "  $25,000 to $29,999 - TWO OR MORE RACES  \\\n",
       "0                                  56675   \n",
       "0                                  59521   \n",
       "0                                  63622   \n",
       "0                                  65351   \n",
       "0                                  67510   \n",
       "0                                  67634   \n",
       "0                                  68207   \n",
       "0                                  67125   \n",
       "0                                  66800   \n",
       "0                                  63231   \n",
       "0                                 107785   \n",
       "0                                 161344   \n",
       "0                                 197010   \n",
       "\n",
       "  $30,000 to $34,999 - TWO OR MORE RACES  \\\n",
       "0                                  56361   \n",
       "0                                  59343   \n",
       "0                                  60826   \n",
       "0                                  64759   \n",
       "0                                  65183   \n",
       "0                                  67031   \n",
       "0                                  67382   \n",
       "0                                  66416   \n",
       "0                                  64002   \n",
       "0                                  66735   \n",
       "0                                 120765   \n",
       "0                                 170646   \n",
       "0                                 206857   \n",
       "\n",
       "  $35,000 to $39,999 - TWO OR MORE RACES  \\\n",
       "0                                  53501   \n",
       "0                                  56434   \n",
       "0                                  59162   \n",
       "0                                  60421   \n",
       "0                                  62255   \n",
       "0                                  61764   \n",
       "0                                  61993   \n",
       "0                                  63043   \n",
       "0                                  64008   \n",
       "0                                  62332   \n",
       "0                                 114473   \n",
       "0                                 161112   \n",
       "0                                 196988   \n",
       "\n",
       "  $40,000 to $44,999 - TWO OR MORE RACES  \\\n",
       "0                                  54799   \n",
       "0                                  54835   \n",
       "0                                  58012   \n",
       "0                                  60668   \n",
       "0                                  60501   \n",
       "0                                  61918   \n",
       "0                                  62082   \n",
       "0                                  62166   \n",
       "0                                  64064   \n",
       "0                                  63923   \n",
       "0                                 119814   \n",
       "0                                 173982   \n",
       "0                                 197653   \n",
       "\n",
       "  $45,000 to $49,999 - TWO OR MORE RACES  \\\n",
       "0                                  48783   \n",
       "0                                  50756   \n",
       "0                                  53066   \n",
       "0                                  54378   \n",
       "0                                  55400   \n",
       "0                                  55790   \n",
       "0                                  56770   \n",
       "0                                  56288   \n",
       "0                                  55449   \n",
       "0                                  58828   \n",
       "0                                 103184   \n",
       "0                                 153712   \n",
       "0                                 206666   \n",
       "\n",
       "  $50,000 to $59,999 - TWO OR MORE RACES  \\\n",
       "0                                  92575   \n",
       "0                                  96152   \n",
       "0                                 100588   \n",
       "0                                 104972   \n",
       "0                                 108422   \n",
       "0                                 110063   \n",
       "0                                 112404   \n",
       "0                                 113171   \n",
       "0                                 114860   \n",
       "0                                 114529   \n",
       "0                                 212165   \n",
       "0                                 308030   \n",
       "0                                 391369   \n",
       "\n",
       "  $60,000 to $74,999 - TWO OR MORE RACES  \\\n",
       "0                                 118774   \n",
       "0                                 122290   \n",
       "0                                 127265   \n",
       "0                                 131665   \n",
       "0                                 134818   \n",
       "0                                 139689   \n",
       "0                                 143592   \n",
       "0                                 147572   \n",
       "0                                 151841   \n",
       "0                                 154774   \n",
       "0                                 290706   \n",
       "0                                 430545   \n",
       "0                                 548431   \n",
       "\n",
       "  $75,000 to $99,999 - TWO OR MORE RACES  \\\n",
       "0                                 146266   \n",
       "0                                 156627   \n",
       "0                                 160470   \n",
       "0                                 164940   \n",
       "0                                 170284   \n",
       "0                                 175484   \n",
       "0                                 183347   \n",
       "0                                 192584   \n",
       "0                                 200193   \n",
       "0                                 211647   \n",
       "0                                 389091   \n",
       "0                                 577251   \n",
       "0                                 778972   \n",
       "\n",
       "  $100,000 to $124,999 - TWO OR MORE RACES  \\\n",
       "0                                    89731   \n",
       "0                                    98038   \n",
       "0                                   104665   \n",
       "0                                   110529   \n",
       "0                                   117822   \n",
       "0                                   123538   \n",
       "0                                   129326   \n",
       "0                                   140100   \n",
       "0                                   151295   \n",
       "0                                   161455   \n",
       "0                                   298766   \n",
       "0                                   442615   \n",
       "0                                   594675   \n",
       "\n",
       "  $125,000 to $149,999 - TWO OR MORE RACES  \\\n",
       "0                                    49422   \n",
       "0                                    55785   \n",
       "0                                    59417   \n",
       "0                                    63685   \n",
       "0                                    69536   \n",
       "0                                    75103   \n",
       "0                                    81517   \n",
       "0                                    89949   \n",
       "0                                   101012   \n",
       "0                                   109683   \n",
       "0                                   202236   \n",
       "0                                   315104   \n",
       "0                                   437828   \n",
       "\n",
       "  $150,000 to $199,999 - TWO OR MORE RACES  \\\n",
       "0                                    49104   \n",
       "0                                    55944   \n",
       "0                                    61655   \n",
       "0                                    66372   \n",
       "0                                    72096   \n",
       "0                                    76005   \n",
       "0                                    85444   \n",
       "0                                    97144   \n",
       "0                                   112072   \n",
       "0                                   127055   \n",
       "0                                   232906   \n",
       "0                                   361463   \n",
       "0                                   532261   \n",
       "\n",
       "  $200,000 or more - TWO OR MORE RACES Total - HISPANIC OR LATINO  \\\n",
       "0                                39480                   10014699   \n",
       "0                                46889                   10225537   \n",
       "0                                51172                   10421026   \n",
       "0                                56663                   10610087   \n",
       "0                                64225                   10851719   \n",
       "0                                69913                   11085526   \n",
       "0                                81581                   11287158   \n",
       "0                                97791                   11575322   \n",
       "0                               117408                   11828022   \n",
       "0                               135248                   12056862   \n",
       "0                               252526                   12303195   \n",
       "0                               401920                   12811747   \n",
       "0                               628023                   13141075   \n",
       "\n",
       "   Less than $10,000 - HISPANIC OR LATINO  \\\n",
       "0                                715730.0   \n",
       "0                                732161.0   \n",
       "0                                764008.0   \n",
       "0                                791612.0   \n",
       "0                                803446.0   \n",
       "0                                800365.0   \n",
       "0                                772693.0   \n",
       "0                                733305.0   \n",
       "0                                695946.0   \n",
       "0                                657506.0   \n",
       "0                                625160.0   \n",
       "0                                623317.0   \n",
       "0                                590716.0   \n",
       "\n",
       "   $10,000 to $14,999 - HISPANIC OR LATINO  \\\n",
       "0                                 573764.0   \n",
       "0                                 578032.0   \n",
       "0                                 592705.0   \n",
       "0                                 594633.0   \n",
       "0                                 597989.0   \n",
       "0                                 598818.0   \n",
       "0                                 576125.0   \n",
       "0                                 540863.0   \n",
       "0                                 496054.0   \n",
       "0                                 441697.0   \n",
       "0                                 407060.0   \n",
       "0                                 384017.0   \n",
       "0                                 344340.0   \n",
       "\n",
       "   $15,000 to $19,999 - HISPANIC OR LATINO  \\\n",
       "0                                 688181.0   \n",
       "0                                 695115.0   \n",
       "0                                 706792.0   \n",
       "0                                 728312.0   \n",
       "0                                 733600.0   \n",
       "0                                 725642.0   \n",
       "0                                 698301.0   \n",
       "0                                 657768.0   \n",
       "0                                 611940.0   \n",
       "0                                 576655.0   \n",
       "0                                 520010.0   \n",
       "0                                 465069.0   \n",
       "0                                 390699.0   \n",
       "\n",
       "   $20,000 to $24,999 - HISPANIC OR LATINO  \\\n",
       "0                                 726522.0   \n",
       "0                                 720522.0   \n",
       "0                                 736499.0   \n",
       "0                                 749395.0   \n",
       "0                                 751317.0   \n",
       "0                                 771997.0   \n",
       "0                                 756906.0   \n",
       "0                                 730455.0   \n",
       "0                                 693791.0   \n",
       "0                                 662906.0   \n",
       "0                                 619933.0   \n",
       "0                                 572344.0   \n",
       "0                                 510092.0   \n",
       "\n",
       "   $25,000 to $29,999 - HISPANIC OR LATINO  \\\n",
       "0                                 685039.0   \n",
       "0                                 699791.0   \n",
       "0                                 716426.0   \n",
       "0                                 715708.0   \n",
       "0                                 729214.0   \n",
       "0                                 734360.0   \n",
       "0                                 730607.0   \n",
       "0                                 711416.0   \n",
       "0                                 701941.0   \n",
       "0                                 657329.0   \n",
       "0                                 627561.0   \n",
       "0                                 612411.0   \n",
       "0                                 561493.0   \n",
       "\n",
       "   $30,000 to $34,999 - HISPANIC OR LATINO  \\\n",
       "0                                 671006.0   \n",
       "0                                 670463.0   \n",
       "0                                 674058.0   \n",
       "0                                 692694.0   \n",
       "0                                 694138.0   \n",
       "0                                 711165.0   \n",
       "0                                 703189.0   \n",
       "0                                 700497.0   \n",
       "0                                 687671.0   \n",
       "0                                 699986.0   \n",
       "0                                 669810.0   \n",
       "0                                 643996.0   \n",
       "0                                 563298.0   \n",
       "\n",
       "   $35,000 to $39,999 - HISPANIC OR LATINO  \\\n",
       "0                                 602951.0   \n",
       "0                                 610907.0   \n",
       "0                                 611906.0   \n",
       "0                                 611001.0   \n",
       "0                                 630605.0   \n",
       "0                                 634212.0   \n",
       "0                                 641440.0   \n",
       "0                                 648756.0   \n",
       "0                                 641055.0   \n",
       "0                                 627919.0   \n",
       "0                                 603712.0   \n",
       "0                                 594831.0   \n",
       "0                                 553391.0   \n",
       "\n",
       "   $40,000 to $44,999 - HISPANIC OR LATINO  \\\n",
       "0                                 570735.0   \n",
       "0                                 566429.0   \n",
       "0                                 577514.0   \n",
       "0                                 586250.0   \n",
       "0                                 596631.0   \n",
       "0                                 610820.0   \n",
       "0                                 621657.0   \n",
       "0                                 628957.0   \n",
       "0                                 631564.0   \n",
       "0                                 616327.0   \n",
       "0                                 625592.0   \n",
       "0                                 614914.0   \n",
       "0                                 547287.0   \n",
       "\n",
       "   $45,000 to $49,999 - HISPANIC OR LATINO  \\\n",
       "0                                 499871.0   \n",
       "0                                 497546.0   \n",
       "0                                 497746.0   \n",
       "0                                 509332.0   \n",
       "0                                 517174.0   \n",
       "0                                 531935.0   \n",
       "0                                 540788.0   \n",
       "0                                 546531.0   \n",
       "0                                 552205.0   \n",
       "0                                 559708.0   \n",
       "0                                 554894.0   \n",
       "0                                 540267.0   \n",
       "0                                 556828.0   \n",
       "\n",
       "   $50,000 to $59,999 - HISPANIC OR LATINO  \\\n",
       "0                                 881280.0   \n",
       "0                                 893073.0   \n",
       "0                                 896956.0   \n",
       "0                                 903508.0   \n",
       "0                                 917533.0   \n",
       "0                                 936572.0   \n",
       "0                                 959795.0   \n",
       "0                                 997651.0   \n",
       "0                                1026948.0   \n",
       "0                                1047598.0   \n",
       "0                                1064974.0   \n",
       "0                                1078460.0   \n",
       "0                                1053678.0   \n",
       "\n",
       "   $60,000 to $74,999 - HISPANIC OR LATINO  \\\n",
       "0                                1013042.0   \n",
       "0                                1033601.0   \n",
       "0                                1041631.0   \n",
       "0                                1046244.0   \n",
       "0                                1074647.0   \n",
       "0                                1106323.0   \n",
       "0                                1143222.0   \n",
       "0                                1199707.0   \n",
       "0                                1250361.0   \n",
       "0                                1287262.0   \n",
       "0                                1329932.0   \n",
       "0                                1385852.0   \n",
       "0                                1390038.0   \n",
       "\n",
       "   $75,000 to $99,999 - HISPANIC OR LATINO  \\\n",
       "0                                1065701.0   \n",
       "0                                1097939.0   \n",
       "0                                1108681.0   \n",
       "0                                1130797.0   \n",
       "0                                1165026.0   \n",
       "0                                1202264.0   \n",
       "0                                1268062.0   \n",
       "0                                1355767.0   \n",
       "0                                1443669.0   \n",
       "0                                1544621.0   \n",
       "0                                1627507.0   \n",
       "0                                1756246.0   \n",
       "0                                1861861.0   \n",
       "\n",
       "   $100,000 to $124,999 - HISPANIC OR LATINO  \\\n",
       "0                                   584348.0   \n",
       "0                                   615682.0   \n",
       "0                                   638458.0   \n",
       "0                                   657349.0   \n",
       "0                                   684242.0   \n",
       "0                                   711957.0   \n",
       "0                                   759695.0   \n",
       "0                                   839699.0   \n",
       "0                                   912528.0   \n",
       "0                                   996626.0   \n",
       "0                                  1094412.0   \n",
       "0                                  1204891.0   \n",
       "0                                  1328590.0   \n",
       "\n",
       "   $125,000 to $149,999 - HISPANIC OR LATINO  \\\n",
       "0                                   303840.0   \n",
       "0                                   330209.0   \n",
       "0                                   343930.0   \n",
       "0                                   354108.0   \n",
       "0                                   372902.0   \n",
       "0                                   387687.0   \n",
       "0                                   420248.0   \n",
       "0                                   473900.0   \n",
       "0                                   535124.0   \n",
       "0                                   594450.0   \n",
       "0                                   673675.0   \n",
       "0                                   786666.0   \n",
       "0                                   909295.0   \n",
       "\n",
       "   $150,000 to $199,999 - HISPANIC OR LATINO  \\\n",
       "0                                   256317.0   \n",
       "0                                   286837.0   \n",
       "0                                   302814.0   \n",
       "0                                   314090.0   \n",
       "0                                   336640.0   \n",
       "0                                   355505.0   \n",
       "0                                   391624.0   \n",
       "0                                   453253.0   \n",
       "0                                   523162.0   \n",
       "0                                   594105.0   \n",
       "0                                   672995.0   \n",
       "0                                   817725.0   \n",
       "0                                  1009459.0   \n",
       "\n",
       "   $200,000 or more - HISPANIC OR LATINO  \\\n",
       "0                               176372.0   \n",
       "0                               197230.0   \n",
       "0                               210902.0   \n",
       "0                               225054.0   \n",
       "0                               246615.0   \n",
       "0                               265904.0   \n",
       "0                               302806.0   \n",
       "0                               356797.0   \n",
       "0                               424063.0   \n",
       "0                               492167.0   \n",
       "0                               585968.0   \n",
       "0                               730741.0   \n",
       "0                               970010.0   \n",
       "\n",
       "  Total - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                              52880569   \n",
       "0                              52794890   \n",
       "0                              52569246   \n",
       "0                              52393198   \n",
       "0                              52211613   \n",
       "0                              52100817   \n",
       "0                              52071971   \n",
       "0                              52227621   \n",
       "0                              52173330   \n",
       "0                              52161339   \n",
       "0                              52221719   \n",
       "0                              52129882   \n",
       "0                              51985404   \n",
       "\n",
       "   Less than $10,000 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1550191.0   \n",
       "0                                          1554757.0   \n",
       "0                                          1587071.0   \n",
       "0                                          1622260.0   \n",
       "0                                          1622415.0   \n",
       "0                                          1600317.0   \n",
       "0                                          1547585.0   \n",
       "0                                          1469651.0   \n",
       "0                                          1380305.0   \n",
       "0                                          1293816.0   \n",
       "0                                          1237935.0   \n",
       "0                                          1180814.0   \n",
       "0                                          1084605.0   \n",
       "\n",
       "   $10,000 to $14,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1196108.0    \n",
       "0                                          1167179.0    \n",
       "0                                          1163328.0    \n",
       "0                                          1151287.0    \n",
       "0                                          1131377.0    \n",
       "0                                          1116566.0    \n",
       "0                                          1070480.0    \n",
       "0                                          1008852.0    \n",
       "0                                           930497.0    \n",
       "0                                           846596.0    \n",
       "0                                           803970.0    \n",
       "0                                           738714.0    \n",
       "0                                           674226.0    \n",
       "\n",
       "   $15,000 to $19,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1529473.0    \n",
       "0                                          1480901.0    \n",
       "0                                          1450440.0    \n",
       "0                                          1444481.0    \n",
       "0                                          1409008.0    \n",
       "0                                          1366843.0    \n",
       "0                                          1293043.0    \n",
       "0                                          1203898.0    \n",
       "0                                          1112634.0    \n",
       "0                                          1042326.0    \n",
       "0                                           978678.0    \n",
       "0                                           870076.0    \n",
       "0                                           743040.0    \n",
       "\n",
       "   $20,000 to $24,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          1865641.0    \n",
       "0                                          1795289.0    \n",
       "0                                          1793704.0    \n",
       "0                                          1788740.0    \n",
       "0                                          1734873.0    \n",
       "0                                          1709331.0    \n",
       "0                                          1624747.0    \n",
       "0                                          1512632.0    \n",
       "0                                          1398961.0    \n",
       "0                                          1302160.0    \n",
       "0                                          1229964.0    \n",
       "0                                          1092915.0    \n",
       "0                                           953370.0    \n",
       "\n",
       "   $25,000 to $29,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2037969.0    \n",
       "0                                          2003476.0    \n",
       "0                                          1983456.0    \n",
       "0                                          1947993.0    \n",
       "0                                          1916664.0    \n",
       "0                                          1862969.0    \n",
       "0                                          1790703.0    \n",
       "0                                          1692646.0    \n",
       "0                                          1604096.0    \n",
       "0                                          1472544.0    \n",
       "0                                          1406414.0    \n",
       "0                                          1271980.0    \n",
       "0                                          1088001.0    \n",
       "\n",
       "   $30,000 to $34,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2238574.0    \n",
       "0                                          2163720.0    \n",
       "0                                          2139803.0    \n",
       "0                                          2150136.0    \n",
       "0                                          2098885.0    \n",
       "0                                          2079403.0    \n",
       "0                                          2003517.0    \n",
       "0                                          1898376.0    \n",
       "0                                          1794530.0    \n",
       "0                                          1710288.0    \n",
       "0                                          1626506.0    \n",
       "0                                          1455330.0    \n",
       "0                                          1233352.0    \n",
       "\n",
       "   $35,000 to $39,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2250268.0    \n",
       "0                                          2199120.0    \n",
       "0                                          2149023.0    \n",
       "0                                          2114288.0    \n",
       "0                                          2096131.0    \n",
       "0                                          2060867.0    \n",
       "0                                          2007653.0    \n",
       "0                                          1927146.0    \n",
       "0                                          1821305.0    \n",
       "0                                          1731854.0    \n",
       "0                                          1653682.0    \n",
       "0                                          1524102.0    \n",
       "0                                          1330448.0    \n",
       "\n",
       "   $40,000 to $44,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2376473.0    \n",
       "0                                          2297051.0    \n",
       "0                                          2274288.0    \n",
       "0                                          2241563.0    \n",
       "0                                          2200116.0    \n",
       "0                                          2171748.0    \n",
       "0                                          2108772.0    \n",
       "0                                          2036435.0    \n",
       "0                                          1942654.0    \n",
       "0                                          1815621.0    \n",
       "0                                          1772875.0    \n",
       "0                                          1632278.0    \n",
       "0                                          1415084.0    \n",
       "\n",
       "   $45,000 to $49,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          2272537.0    \n",
       "0                                          2186093.0    \n",
       "0                                          2149090.0    \n",
       "0                                          2145395.0    \n",
       "0                                          2093062.0    \n",
       "0                                          2074662.0    \n",
       "0                                          2021146.0    \n",
       "0                                          1948302.0    \n",
       "0                                          1866432.0    \n",
       "0                                          1801275.0    \n",
       "0                                          1732352.0    \n",
       "0                                          1597362.0    \n",
       "0                                          1489355.0    \n",
       "\n",
       "   $50,000 to $59,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          4592132.0    \n",
       "0                                          4480237.0    \n",
       "0                                          4398995.0    \n",
       "0                                          4345405.0    \n",
       "0                                          4259076.0    \n",
       "0                                          4210366.0    \n",
       "0                                          4125260.0    \n",
       "0                                          4008731.0    \n",
       "0                                          3859714.0    \n",
       "0                                          3718561.0    \n",
       "0                                          3644966.0    \n",
       "0                                          3413890.0    \n",
       "0                                          3119735.0    \n",
       "\n",
       "   $60,000 to $74,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          6366908.0    \n",
       "0                                          6221844.0    \n",
       "0                                          6102227.0    \n",
       "0                                          5984482.0    \n",
       "0                                          5917903.0    \n",
       "0                                          5890249.0    \n",
       "0                                          5814682.0    \n",
       "0                                          5726478.0    \n",
       "0                                          5551790.0    \n",
       "0                                          5371002.0    \n",
       "0                                          5306919.0    \n",
       "0                                          5034743.0    \n",
       "0                                          4631959.0    \n",
       "\n",
       "   $75,000 to $99,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          8494093.0    \n",
       "0                                          8425462.0    \n",
       "0                                          8299284.0    \n",
       "0                                          8214581.0    \n",
       "0                                          8119249.0    \n",
       "0                                          8060587.0    \n",
       "0                                          8033497.0    \n",
       "0                                          8012669.0    \n",
       "0                                          7965262.0    \n",
       "0                                          7973440.0    \n",
       "0                                          7906995.0    \n",
       "0                                          7725601.0    \n",
       "0                                          7368189.0    \n",
       "\n",
       "   $100,000 to $124,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          5770399.0      \n",
       "0                                          5849257.0      \n",
       "0                                          5861874.0      \n",
       "0                                          5847584.0      \n",
       "0                                          5858378.0      \n",
       "0                                          5893322.0      \n",
       "0                                          5978009.0      \n",
       "0                                          6126189.0      \n",
       "0                                          6206273.0      \n",
       "0                                          6325394.0      \n",
       "0                                          6414749.0      \n",
       "0                                          6447226.0      \n",
       "0                                          6426968.0      \n",
       "\n",
       "   $125,000 to $149,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          3441875.0      \n",
       "0                                          3620075.0      \n",
       "0                                          3667150.0      \n",
       "0                                          3676878.0      \n",
       "0                                          3740213.0      \n",
       "0                                          3751319.0      \n",
       "0                                          3869819.0      \n",
       "0                                          4068980.0      \n",
       "0                                          4305035.0      \n",
       "0                                          4440880.0      \n",
       "0                                          4586221.0      \n",
       "0                                          4828993.0      \n",
       "0                                          5022141.0      \n",
       "\n",
       "   $150,000 to $199,999 - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                          3427854.0      \n",
       "0                                          3651239.0      \n",
       "0                                          3740961.0      \n",
       "0                                          3809696.0      \n",
       "0                                          3918031.0      \n",
       "0                                          3987379.0      \n",
       "0                                          4189184.0      \n",
       "0                                          4502138.0      \n",
       "0                                          4814653.0      \n",
       "0                                          5167757.0      \n",
       "0                                          5366517.0      \n",
       "0                                          5851904.0      \n",
       "0                                          6499144.0      \n",
       "\n",
       "   $200,000 or more - WHITE, NOT HISPANIC OR LATINO  \\\n",
       "0                                         3470074.0   \n",
       "0                                         3699190.0   \n",
       "0                                         3808552.0   \n",
       "0                                         3908429.0   \n",
       "0                                         4096232.0   \n",
       "0                                         4264889.0   \n",
       "0                                         4593874.0   \n",
       "0                                         5084498.0   \n",
       "0                                         5619189.0   \n",
       "0                                         6147825.0   \n",
       "0                                         6552976.0   \n",
       "0                                         7463954.0   \n",
       "0                                         8905787.0   \n",
       "\n",
       "  Total - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                    555791   \n",
       "0                                    558324   \n",
       "0                                    559154   \n",
       "0                                    558024   \n",
       "0                                    562496   \n",
       "0                                    560094   \n",
       "0                                    563037   \n",
       "0                                    574313   \n",
       "0                                    588204   \n",
       "0                                    596147   \n",
       "0                                    587302   \n",
       "0                                    586386   \n",
       "0                                    601054   \n",
       "\n",
       "   Less than $10,000 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            57303.0       \n",
       "0                                            56780.0       \n",
       "0                                            56622.0       \n",
       "0                                            59057.0       \n",
       "0                                            59681.0       \n",
       "0                                            58359.0       \n",
       "0                                            56099.0       \n",
       "0                                            55383.0       \n",
       "0                                            52319.0       \n",
       "0                                            48774.0       \n",
       "0                                            46682.0       \n",
       "0                                            43493.0       \n",
       "0                                            38673.0       \n",
       "\n",
       "   $10,000 to $14,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            35634.0        \n",
       "0                                            34639.0        \n",
       "0                                            34376.0        \n",
       "0                                            34045.0        \n",
       "0                                            34244.0        \n",
       "0                                            32921.0        \n",
       "0                                            32107.0        \n",
       "0                                            29966.0        \n",
       "0                                            30207.0        \n",
       "0                                            27455.0        \n",
       "0                                            25151.0        \n",
       "0                                            24104.0        \n",
       "0                                            22811.0        \n",
       "\n",
       "   $15,000 to $19,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            36437.0        \n",
       "0                                            35618.0        \n",
       "0                                            35913.0        \n",
       "0                                            34994.0        \n",
       "0                                            34546.0        \n",
       "0                                            34574.0        \n",
       "0                                            33980.0        \n",
       "0                                            33011.0        \n",
       "0                                            32078.0        \n",
       "0                                            30607.0        \n",
       "0                                            29409.0        \n",
       "0                                            25731.0        \n",
       "0                                            22321.0        \n",
       "\n",
       "   $20,000 to $24,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            37395.0        \n",
       "0                                            36180.0        \n",
       "0                                            36043.0        \n",
       "0                                            35981.0        \n",
       "0                                            36483.0        \n",
       "0                                            36899.0        \n",
       "0                                            36769.0        \n",
       "0                                            34795.0        \n",
       "0                                            33671.0        \n",
       "0                                            34040.0        \n",
       "0                                            32267.0        \n",
       "0                                            28465.0        \n",
       "0                                            25247.0        \n",
       "\n",
       "   $25,000 to $29,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            34269.0        \n",
       "0                                            35036.0        \n",
       "0                                            35500.0        \n",
       "0                                            36306.0        \n",
       "0                                            36050.0        \n",
       "0                                            34643.0        \n",
       "0                                            33816.0        \n",
       "0                                            33863.0        \n",
       "0                                            34154.0        \n",
       "0                                            33075.0        \n",
       "0                                            31288.0        \n",
       "0                                            29218.0        \n",
       "0                                            27079.0        \n",
       "\n",
       "   $30,000 to $34,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            34140.0        \n",
       "0                                            32851.0        \n",
       "0                                            32959.0        \n",
       "0                                            32512.0        \n",
       "0                                            33431.0        \n",
       "0                                            32742.0        \n",
       "0                                            32703.0        \n",
       "0                                            32189.0        \n",
       "0                                            31589.0        \n",
       "0                                            31450.0        \n",
       "0                                            30348.0        \n",
       "0                                            28622.0        \n",
       "0                                            26093.0        \n",
       "\n",
       "   $35,000 to $39,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            31449.0        \n",
       "0                                            31393.0        \n",
       "0                                            30825.0        \n",
       "0                                            30040.0        \n",
       "0                                            30161.0        \n",
       "0                                            29888.0        \n",
       "0                                            28988.0        \n",
       "0                                            29183.0        \n",
       "0                                            29539.0        \n",
       "0                                            29421.0        \n",
       "0                                            28137.0        \n",
       "0                                            27160.0        \n",
       "0                                            25027.0        \n",
       "\n",
       "   $40,000 to $44,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            29297.0        \n",
       "0                                            29213.0        \n",
       "0                                            28623.0        \n",
       "0                                            27843.0        \n",
       "0                                            27225.0        \n",
       "0                                            26678.0        \n",
       "0                                            27035.0        \n",
       "0                                            27678.0        \n",
       "0                                            28025.0        \n",
       "0                                            27596.0        \n",
       "0                                            26292.0        \n",
       "0                                            26901.0        \n",
       "0                                            26216.0        \n",
       "\n",
       "   $45,000 to $49,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            25639.0        \n",
       "0                                            24985.0        \n",
       "0                                            25696.0        \n",
       "0                                            26722.0        \n",
       "0                                            27277.0        \n",
       "0                                            26466.0        \n",
       "0                                            25838.0        \n",
       "0                                            25849.0        \n",
       "0                                            25452.0        \n",
       "0                                            24883.0        \n",
       "0                                            24388.0        \n",
       "0                                            23144.0        \n",
       "0                                            24338.0        \n",
       "\n",
       "   $50,000 to $59,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            45706.0        \n",
       "0                                            46877.0        \n",
       "0                                            45854.0        \n",
       "0                                            44835.0        \n",
       "0                                            44732.0        \n",
       "0                                            45883.0        \n",
       "0                                            46743.0        \n",
       "0                                            46936.0        \n",
       "0                                            48644.0        \n",
       "0                                            48570.0        \n",
       "0                                            48244.0        \n",
       "0                                            46300.0        \n",
       "0                                            46015.0        \n",
       "\n",
       "   $60,000 to $74,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            53849.0        \n",
       "0                                            53843.0        \n",
       "0                                            54989.0        \n",
       "0                                            53667.0        \n",
       "0                                            55401.0        \n",
       "0                                            55021.0        \n",
       "0                                            55428.0        \n",
       "0                                            58754.0        \n",
       "0                                            60945.0        \n",
       "0                                            62153.0        \n",
       "0                                            61822.0        \n",
       "0                                            62574.0        \n",
       "0                                            62103.0        \n",
       "\n",
       "   $75,000 to $99,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            61716.0        \n",
       "0                                            62931.0        \n",
       "0                                            62005.0        \n",
       "0                                            61417.0        \n",
       "0                                            61534.0        \n",
       "0                                            61895.0        \n",
       "0                                            64700.0        \n",
       "0                                            67158.0        \n",
       "0                                            71138.0        \n",
       "0                                            74277.0        \n",
       "0                                            74401.0        \n",
       "0                                            75838.0        \n",
       "0                                            81415.0        \n",
       "\n",
       "   $100,000 to $124,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            32899.0          \n",
       "0                                            34744.0          \n",
       "0                                            35421.0          \n",
       "0                                            35106.0          \n",
       "0                                            34721.0          \n",
       "0                                            35423.0          \n",
       "0                                            36542.0          \n",
       "0                                            40055.0          \n",
       "0                                            43433.0          \n",
       "0                                            47545.0          \n",
       "0                                            48626.0          \n",
       "0                                            52752.0          \n",
       "0                                            58535.0          \n",
       "\n",
       "   $125,000 to $149,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            16780.0          \n",
       "0                                            17973.0          \n",
       "0                                            18770.0          \n",
       "0                                            18918.0          \n",
       "0                                            19256.0          \n",
       "0                                            19813.0          \n",
       "0                                            20577.0          \n",
       "0                                            23081.0          \n",
       "0                                            25141.0          \n",
       "0                                            27806.0          \n",
       "0                                            29627.0          \n",
       "0                                            31633.0          \n",
       "0                                            37752.0          \n",
       "\n",
       "   $150,000 to $199,999 - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                            13352.0          \n",
       "0                                            14784.0          \n",
       "0                                            14997.0          \n",
       "0                                            16167.0          \n",
       "0                                            17118.0          \n",
       "0                                            17740.0          \n",
       "0                                            18968.0          \n",
       "0                                            21020.0          \n",
       "0                                            24036.0          \n",
       "0                                            27135.0          \n",
       "0                                            27351.0          \n",
       "0                                            33756.0          \n",
       "0                                            41459.0          \n",
       "\n",
       "   $200,000 or more - AMERICAN INDIAN AND ALASKA NATIVE  \\\n",
       "0                                             9926.0      \n",
       "0                                            10477.0      \n",
       "0                                            10561.0      \n",
       "0                                            10414.0      \n",
       "0                                            10636.0      \n",
       "0                                            11149.0      \n",
       "0                                            12744.0      \n",
       "0                                            15392.0      \n",
       "0                                            17833.0      \n",
       "0                                            21360.0      \n",
       "0                                            23269.0      \n",
       "0                                            26695.0      \n",
       "0                                            35970.0      \n",
       "\n",
       "  Total - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                           8712387   \n",
       "0                           8749212   \n",
       "0                           8774634   \n",
       "0                           8793736   \n",
       "0                           8810561   \n",
       "0                           8833657   \n",
       "0                           8872012   \n",
       "0                           8922771   \n",
       "0                           8968231   \n",
       "0                           9021182   \n",
       "0                           9040538   \n",
       "0                           9091444   \n",
       "0                           9135434   \n",
       "\n",
       "   Less than $10,000 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                       937549.0   \n",
       "0                                       939610.0   \n",
       "0                                       955451.0   \n",
       "0                                       974133.0   \n",
       "0                                       974402.0   \n",
       "0                                       959391.0   \n",
       "0                                       912616.0   \n",
       "0                                       853818.0   \n",
       "0                                       792034.0   \n",
       "0                                       738063.0   \n",
       "0                                       695147.0   \n",
       "0                                       662611.0   \n",
       "0                                       602833.0   \n",
       "\n",
       "   $10,000 to $14,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        553730.0   \n",
       "0                                        547353.0   \n",
       "0                                        546796.0   \n",
       "0                                        543961.0   \n",
       "0                                        543380.0   \n",
       "0                                        539984.0   \n",
       "0                                        521092.0   \n",
       "0                                        492670.0   \n",
       "0                                        455922.0   \n",
       "0                                        416410.0   \n",
       "0                                        391144.0   \n",
       "0                                        367870.0   \n",
       "0                                        352950.0   \n",
       "\n",
       "   $15,000 to $19,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        587412.0   \n",
       "0                                        579064.0   \n",
       "0                                        577000.0   \n",
       "0                                        582500.0   \n",
       "0                                        572118.0   \n",
       "0                                        569882.0   \n",
       "0                                        554929.0   \n",
       "0                                        529487.0   \n",
       "0                                        499512.0   \n",
       "0                                        477859.0   \n",
       "0                                        434187.0   \n",
       "0                                        385674.0   \n",
       "0                                        329873.0   \n",
       "\n",
       "   $20,000 to $24,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        578497.0   \n",
       "0                                        562621.0   \n",
       "0                                        564946.0   \n",
       "0                                        564980.0   \n",
       "0                                        556527.0   \n",
       "0                                        557757.0   \n",
       "0                                        547374.0   \n",
       "0                                        537392.0   \n",
       "0                                        518512.0   \n",
       "0                                        499739.0   \n",
       "0                                        477804.0   \n",
       "0                                        441031.0   \n",
       "0                                        396150.0   \n",
       "\n",
       "   $25,000 to $29,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        546990.0   \n",
       "0                                        548154.0   \n",
       "0                                        542334.0   \n",
       "0                                        535287.0   \n",
       "0                                        534924.0   \n",
       "0                                        528187.0   \n",
       "0                                        522161.0   \n",
       "0                                        508605.0   \n",
       "0                                        507047.0   \n",
       "0                                        487478.0   \n",
       "0                                        477495.0   \n",
       "0                                        457777.0   \n",
       "0                                        405310.0   \n",
       "\n",
       "   $30,000 to $34,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        526252.0   \n",
       "0                                        519996.0   \n",
       "0                                        517626.0   \n",
       "0                                        524316.0   \n",
       "0                                        515476.0   \n",
       "0                                        516673.0   \n",
       "0                                        510875.0   \n",
       "0                                        503709.0   \n",
       "0                                        495583.0   \n",
       "0                                        497023.0   \n",
       "0                                        485051.0   \n",
       "0                                        462476.0   \n",
       "0                                        412789.0   \n",
       "\n",
       "   $35,000 to $39,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        471577.0   \n",
       "0                                        470715.0   \n",
       "0                                        463028.0   \n",
       "0                                        454609.0   \n",
       "0                                        463218.0   \n",
       "0                                        461402.0   \n",
       "0                                        462262.0   \n",
       "0                                        460251.0   \n",
       "0                                        448775.0   \n",
       "0                                        445055.0   \n",
       "0                                        431326.0   \n",
       "0                                        419152.0   \n",
       "0                                        401399.0   \n",
       "\n",
       "   $40,000 to $44,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        439720.0   \n",
       "0                                        433789.0   \n",
       "0                                        436345.0   \n",
       "0                                        437598.0   \n",
       "0                                        433638.0   \n",
       "0                                        434808.0   \n",
       "0                                        441504.0   \n",
       "0                                        439244.0   \n",
       "0                                        436240.0   \n",
       "0                                        425266.0   \n",
       "0                                        431147.0   \n",
       "0                                        419137.0   \n",
       "0                                        381151.0   \n",
       "\n",
       "   $45,000 to $49,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        381828.0   \n",
       "0                                        378053.0   \n",
       "0                                        377186.0   \n",
       "0                                        378075.0   \n",
       "0                                        375523.0   \n",
       "0                                        376789.0   \n",
       "0                                        378304.0   \n",
       "0                                        383148.0   \n",
       "0                                        386990.0   \n",
       "0                                        389051.0   \n",
       "0                                        384902.0   \n",
       "0                                        372670.0   \n",
       "0                                        380660.0   \n",
       "\n",
       "   $50,000 to $59,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        706003.0   \n",
       "0                                        702858.0   \n",
       "0                                        694944.0   \n",
       "0                                        688024.0   \n",
       "0                                        690405.0   \n",
       "0                                        693851.0   \n",
       "0                                        697525.0   \n",
       "0                                        701771.0   \n",
       "0                                        710968.0   \n",
       "0                                        713299.0   \n",
       "0                                        720417.0   \n",
       "0                                        711067.0   \n",
       "0                                        695113.0   \n",
       "\n",
       "   $60,000 to $74,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        840954.0   \n",
       "0                                        835427.0   \n",
       "0                                        830877.0   \n",
       "0                                        824447.0   \n",
       "0                                        829835.0   \n",
       "0                                        833029.0   \n",
       "0                                        847103.0   \n",
       "0                                        865983.0   \n",
       "0                                        879331.0   \n",
       "0                                        889741.0   \n",
       "0                                        908605.0   \n",
       "0                                        916196.0   \n",
       "0                                        895529.0   \n",
       "\n",
       "   $75,000 to $99,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                        934659.0   \n",
       "0                                        943123.0   \n",
       "0                                        945813.0   \n",
       "0                                        938358.0   \n",
       "0                                        936260.0   \n",
       "0                                        946004.0   \n",
       "0                                        973502.0   \n",
       "0                                       1008632.0   \n",
       "0                                       1049316.0   \n",
       "0                                       1099489.0   \n",
       "0                                       1116500.0   \n",
       "0                                       1146878.0   \n",
       "0                                       1184139.0   \n",
       "\n",
       "   $100,000 to $124,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          537724.0   \n",
       "0                                          552022.0   \n",
       "0                                          559084.0   \n",
       "0                                          563866.0   \n",
       "0                                          569024.0   \n",
       "0                                          582190.0   \n",
       "0                                          606021.0   \n",
       "0                                          641655.0   \n",
       "0                                          675911.0   \n",
       "0                                          712468.0   \n",
       "0                                          751727.0   \n",
       "0                                          794755.0   \n",
       "0                                          849388.0   \n",
       "\n",
       "   $125,000 to $149,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          286568.0   \n",
       "0                                          310558.0   \n",
       "0                                          318524.0   \n",
       "0                                          320337.0   \n",
       "0                                          327646.0   \n",
       "0                                          330192.0   \n",
       "0                                          347557.0   \n",
       "0                                          375421.0   \n",
       "0                                          410725.0   \n",
       "0                                          442584.0   \n",
       "0                                          467079.0   \n",
       "0                                          515921.0   \n",
       "0                                          579021.0   \n",
       "\n",
       "   $150,000 to $199,999 - BLACK OR AFRICAN AMERICAN  \\\n",
       "0                                          239070.0   \n",
       "0                                          263869.0   \n",
       "0                                          274293.0   \n",
       "0                                          283559.0   \n",
       "0                                          295955.0   \n",
       "0                                          303180.0   \n",
       "0                                          326626.0   \n",
       "0                                          365058.0   \n",
       "0                                          403672.0   \n",
       "0                                          445491.0   \n",
       "0                                          485014.0   \n",
       "0                                          552946.0   \n",
       "0                                          657029.0   \n",
       "\n",
       "   $200,000 or more - BLACK OR AFRICAN AMERICAN Total - ALL  \\\n",
       "0                                      143854.0    76254318   \n",
       "0                                      162000.0    76507230   \n",
       "0                                      170387.0    76595548   \n",
       "0                                      179686.0    76744358   \n",
       "0                                      192230.0    76958064   \n",
       "0                                      200338.0    77260546   \n",
       "0                                      222561.0    77608829   \n",
       "0                                      255927.0    78298703   \n",
       "0                                      297693.0    78697103   \n",
       "0                                      342166.0    79114031   \n",
       "0                                      382993.0    79849830   \n",
       "0                                      465283.0    80755759   \n",
       "0                                      612100.0    81432908   \n",
       "\n",
       "   Less than $10,000 - ALL  $10,000 to $14,999 - ALL  \\\n",
       "0                3420397.0                 2470702.0   \n",
       "0                3445051.0                 2440090.0   \n",
       "0                3532325.0                 2452413.0   \n",
       "0                3626303.0                 2446045.0   \n",
       "0                3644405.0                 2430822.0   \n",
       "0                3603684.0                 2416398.0   \n",
       "0                3473834.0                 2325148.0   \n",
       "0                3293360.0                 2193054.0   \n",
       "0                3094975.0                 2023720.0   \n",
       "0                2905334.0                 1835765.0   \n",
       "0                2784559.0                 1737891.0   \n",
       "0                2697864.0                 1619887.0   \n",
       "0                2503187.0                 1498443.0   \n",
       "\n",
       "   $15,000 to $19,999 - ALL  $20,000 to $24,999 - ALL  \\\n",
       "0                 2978947.0                 3354646.0   \n",
       "0                 2931141.0                 3258041.0   \n",
       "0                 2913501.0                 3280090.0   \n",
       "0                 2939735.0                 3294094.0   \n",
       "0                 2903502.0                 3236751.0   \n",
       "0                 2854979.0                 3238944.0   \n",
       "0                 2732326.0                 3129559.0   \n",
       "0                 2571803.0                 2973303.0   \n",
       "0                 2394501.0                 2797213.0   \n",
       "0                 2260298.0                 2644006.0   \n",
       "0                 2094920.0                 2513807.0   \n",
       "0                 1872378.0                 2285643.0   \n",
       "0                 1600812.0                 2028300.0   \n",
       "\n",
       "   $25,000 to $29,999 - ALL  $30,000 to $34,999 - ALL  \\\n",
       "0                 3451413.0                 3623367.0   \n",
       "0                 3433148.0                 3540943.0   \n",
       "0                 3427261.0                 3518545.0   \n",
       "0                 3386967.0                 3557956.0   \n",
       "0                 3372475.0                 3500868.0   \n",
       "0                 3316566.0                 3505284.0   \n",
       "0                 3234068.0                 3415293.0   \n",
       "0                 3102727.0                 3299831.0   \n",
       "0                 3003706.0                 3169149.0   \n",
       "0                 2798228.0                 3097905.0   \n",
       "0                 2694744.0                 2976720.0   \n",
       "0                 2530419.0                 2754208.0   \n",
       "0                 2236899.0                 2386079.0   \n",
       "\n",
       "   $35,000 to $39,999 - ALL  $40,000 to $44,999 - ALL  \\\n",
       "0                 3506271.0                 3574848.0   \n",
       "0                 3462173.0                 3483109.0   \n",
       "0                 3404990.0                 3475407.0   \n",
       "0                 3362211.0                 3455584.0   \n",
       "0                 3375653.0                 3421443.0   \n",
       "0                 3345081.0                 3410791.0   \n",
       "0                 3298592.0                 3365110.0   \n",
       "0                 3223061.0                 3299053.0   \n",
       "0                 3096921.0                 3203661.0   \n",
       "0                 2987441.0                 3042945.0   \n",
       "0                 2874034.0                 3025990.0   \n",
       "0                 2725428.0                 2862694.0   \n",
       "0                 2463465.0                 2525965.0   \n",
       "\n",
       "   $45,000 to $49,999 - ALL  $50,000 to $59,999 - ALL  \\\n",
       "0                 3322558.0                 6521687.0   \n",
       "0                 3227018.0                 6417617.0   \n",
       "0                 3192303.0                 6331522.0   \n",
       "0                 3205316.0                 6277688.0   \n",
       "0                 3161651.0                 6209852.0   \n",
       "0                 3161795.0                 6191455.0   \n",
       "0                 3119078.0                 6135416.0   \n",
       "0                 3053907.0                 6061094.0   \n",
       "0                 2976444.0                 5953416.0   \n",
       "0                 2920590.0                 5831826.0   \n",
       "0                 2844489.0                 5794487.0   \n",
       "0                 2684174.0                 5579424.0   \n",
       "0                 2616615.0                 5242942.0   \n",
       "\n",
       "   $60,000 to $74,999 - ALL  $75,000 to $99,999 - ALL  \\\n",
       "0                 8701573.0                11150808.0   \n",
       "0                 8564978.0                11129978.0   \n",
       "0                 8450945.0                11013771.0   \n",
       "0                 8333886.0                10949862.0   \n",
       "0                 8311528.0                10893333.0   \n",
       "0                 8329595.0                10894990.0   \n",
       "0                 8306524.0                10976695.0   \n",
       "0                 8301045.0                11095863.0   \n",
       "0                 8184513.0                11193903.0   \n",
       "0                 8036071.0                11374396.0   \n",
       "0                 8063492.0                11445632.0   \n",
       "0                 7869770.0                11449794.0   \n",
       "0                 7445194.0                11250047.0   \n",
       "\n",
       "   $100,000 to $124,999 - ALL  $125,000 to $149,999 - ALL  \\\n",
       "0                   7388621.0                   4352723.0   \n",
       "0                   7517524.0                   4599709.0   \n",
       "0                   7572917.0                   4677597.0   \n",
       "0                   7589171.0                   4704903.0   \n",
       "0                   7642882.0                   4807897.0   \n",
       "0                   7743013.0                   4849003.0   \n",
       "0                   7917952.0                   5037554.0   \n",
       "0                   8207432.0                   5344243.0   \n",
       "0                   8407381.0                   5707764.0   \n",
       "0                   8668826.0                   5951212.0   \n",
       "0                   8943779.0                   6242078.0   \n",
       "0                   9168545.0                   6701025.0   \n",
       "0                   9364651.0                   7122680.0   \n",
       "\n",
       "   $150,000 to $199,999 - ALL  $200,000 or more - ALL Total - ASIAN  \\\n",
       "0                   4292839.0               4142918.0       3328158   \n",
       "0                   4599029.0               4457681.0       3388892   \n",
       "0                   4729401.0               4622560.0       3463387   \n",
       "0                   4836963.0               4777674.0       3540886   \n",
       "0                   5002090.0               5042912.0       3639124   \n",
       "0                   5117814.0               5281154.0       3762671   \n",
       "0                   5410997.0               5730683.0       3859697   \n",
       "0                   5872950.0               6405977.0       4005243   \n",
       "0                   6336183.0               7153653.0       4112224   \n",
       "0                   6852461.0               7906727.0       4218984   \n",
       "0                   7235024.0               8578184.0       4332143   \n",
       "0                   8021087.0               9933419.0       4471121   \n",
       "0                   9059762.0              12087867.0       4614696   \n",
       "\n",
       "   Less than $10,000 - ASIAN  $10,000 to $14,999 - ASIAN  \\\n",
       "0                   118082.0                     87558.0   \n",
       "0                   120373.0                     86644.0   \n",
       "0                   124482.0                     88864.0   \n",
       "0                   128970.0                     91719.0   \n",
       "0                   131440.0                     92641.0   \n",
       "0                   131914.0                     95761.0   \n",
       "0                   130798.0                     92607.0   \n",
       "0                   128815.0                     89018.0   \n",
       "0                   125716.0                     82237.0   \n",
       "0                   120911.0                     76021.0   \n",
       "0                   123552.0                     76945.0   \n",
       "0                   122405.0                     69229.0   \n",
       "0                   117406.0                     62132.0   \n",
       "\n",
       "   $15,000 to $19,999 - ASIAN  $20,000 to $24,999 - ASIAN  \\\n",
       "0                    107288.0                    113868.0   \n",
       "0                    109935.0                    110510.0   \n",
       "0                    111991.0                    114413.0   \n",
       "0                    115550.0                    120085.0   \n",
       "0                    118090.0                    119715.0   \n",
       "0                    120921.0                    123210.0   \n",
       "0                    116806.0                    124199.0   \n",
       "0                    112067.0                    121052.0   \n",
       "0                    105968.0                    116334.0   \n",
       "0                    101788.0                    109829.0   \n",
       "0                     95406.0                    109431.0   \n",
       "0                     85783.0                    104102.0   \n",
       "0                     76183.0                     95738.0   \n",
       "\n",
       "   $25,000 to $29,999 - ASIAN  $30,000 to $34,999 - ASIAN  \\\n",
       "0                    112515.0                    120453.0   \n",
       "0                    112972.0                    119385.0   \n",
       "0                    116049.0                    119757.0   \n",
       "0                    117620.0                    121469.0   \n",
       "0                    120372.0                    122853.0   \n",
       "0                    120163.0                    127892.0   \n",
       "0                    119419.0                    127136.0   \n",
       "0                    117734.0                    127190.0   \n",
       "0                    117899.0                    123593.0   \n",
       "0                    111879.0                    121178.0   \n",
       "0                    108883.0                    117575.0   \n",
       "0                    109086.0                    109528.0   \n",
       "0                    101059.0                     96230.0   \n",
       "\n",
       "   $35,000 to $39,999 - ASIAN  $40,000 to $44,999 - ASIAN  \\\n",
       "0                    114324.0                    121630.0   \n",
       "0                    114400.0                    121822.0   \n",
       "0                    115371.0                    122370.0   \n",
       "0                    116581.0                    123697.0   \n",
       "0                    119985.0                    125724.0   \n",
       "0                    123215.0                    127465.0   \n",
       "0                    122560.0                    126541.0   \n",
       "0                    121336.0                    127673.0   \n",
       "0                    119687.0                    126269.0   \n",
       "0                    116838.0                    119449.0   \n",
       "0                    111201.0                    117591.0   \n",
       "0                    108140.0                    112204.0   \n",
       "0                     97302.0                    100515.0   \n",
       "\n",
       "   $45,000 to $49,999 - ASIAN  $50,000 to $59,999 - ASIAN  \\\n",
       "0                    111948.0                    232406.0   \n",
       "0                    107338.0                    231698.0   \n",
       "0                    109241.0                    231174.0   \n",
       "0                    112031.0                    229381.0   \n",
       "0                    115432.0                    228259.0   \n",
       "0                    118036.0                    233001.0   \n",
       "0                    117347.0                    232346.0   \n",
       "0                    114365.0                    233769.0   \n",
       "0                    110904.0                    235158.0   \n",
       "0                    109970.0                    231649.0   \n",
       "0                    106736.0                    226922.0   \n",
       "0                    100405.0                    223855.0   \n",
       "0                    105044.0                    212760.0   \n",
       "\n",
       "   $60,000 to $74,999 - ASIAN  $75,000 to $99,999 - ASIAN  \\\n",
       "0                    337973.0                    478980.0   \n",
       "0                    332624.0                    478426.0   \n",
       "0                    332526.0                    478210.0   \n",
       "0                    332159.0                    484875.0   \n",
       "0                    340560.0                    488129.0   \n",
       "0                    347244.0                    496968.0   \n",
       "0                    346544.0                    503749.0   \n",
       "0                    348596.0                    512893.0   \n",
       "0                    339262.0                    520385.0   \n",
       "0                    327386.0                    530832.0   \n",
       "0                    329043.0                    530328.0   \n",
       "0                    317681.0                    520765.0   \n",
       "0                    297254.0                    495656.0   \n",
       "\n",
       "   $100,000 to $124,999 - ASIAN  $125,000 to $149,999 - ASIAN  \\\n",
       "0                      389856.0                      260767.0   \n",
       "0                      387676.0                      273799.0   \n",
       "0                      396247.0                      282175.0   \n",
       "0                      401069.0                      284358.0   \n",
       "0                      406564.0                      294445.0   \n",
       "0                      425530.0                      302375.0   \n",
       "0                      439334.0                      315407.0   \n",
       "0                      453574.0                      332100.0   \n",
       "0                      456200.0                      352376.0   \n",
       "0                      469027.0                      361333.0   \n",
       "0                      481167.0                      374625.0   \n",
       "0                      480421.0                      396784.0   \n",
       "0                      480618.0                      404046.0   \n",
       "\n",
       "   $150,000 to $199,999 - ASIAN  $200,000 or more - ASIAN  \\\n",
       "0                      313871.0                  306639.0   \n",
       "0                      335085.0                  346205.0   \n",
       "0                      344564.0                  375953.0   \n",
       "0                      357584.0                  403738.0   \n",
       "0                      373704.0                  441211.0   \n",
       "0                      390303.0                  478673.0   \n",
       "0                      414963.0                  529941.0   \n",
       "0                      454197.0                  610864.0   \n",
       "0                      482975.0                  697261.0   \n",
       "0                      519928.0                  790966.0   \n",
       "0                      548975.0                  873763.0   \n",
       "0                      587560.0                 1023173.0   \n",
       "0                      624168.0                 1248585.0   \n",
       "\n",
       "  Total - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             104390   \n",
       "0                                             104170   \n",
       "0                                             106188   \n",
       "0                                             106590   \n",
       "0                                             107432   \n",
       "0                                             108849   \n",
       "0                                             110974   \n",
       "0                                             113325   \n",
       "0                                             118263   \n",
       "0                                             122227   \n",
       "0                                             125511   \n",
       "0                                             126419   \n",
       "0                                             128607   \n",
       "\n",
       "   Less than $10,000 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5518.0                \n",
       "0                                             5544.0                \n",
       "0                                             6083.0                \n",
       "0                                             6713.0                \n",
       "0                                             7320.0                \n",
       "0                                             7207.0                \n",
       "0                                             7063.0                \n",
       "0                                             6744.0                \n",
       "0                                             6386.0                \n",
       "0                                             6037.0                \n",
       "0                                             5747.0                \n",
       "0                                             5562.0                \n",
       "0                                             5298.0                \n",
       "\n",
       "   $10,000 to $14,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             3143.0                 \n",
       "0                                             3298.0                 \n",
       "0                                             3932.0                 \n",
       "0                                             3959.0                 \n",
       "0                                             4034.0                 \n",
       "0                                             4212.0                 \n",
       "0                                             3986.0                 \n",
       "0                                             3642.0                 \n",
       "0                                             3138.0                 \n",
       "0                                             3033.0                 \n",
       "0                                             3063.0                 \n",
       "0                                             2402.0                 \n",
       "0                                             2385.0                 \n",
       "\n",
       "   $15,000 to $19,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4186.0                 \n",
       "0                                             4266.0                 \n",
       "0                                             4261.0                 \n",
       "0                                             4360.0                 \n",
       "0                                             4457.0                 \n",
       "0                                             5002.0                 \n",
       "0                                             4695.0                 \n",
       "0                                             3940.0                 \n",
       "0                                             3915.0                 \n",
       "0                                             4189.0                 \n",
       "0                                             3584.0                 \n",
       "0                                             2895.0                 \n",
       "0                                             2345.0                 \n",
       "\n",
       "   $20,000 to $24,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4925.0                 \n",
       "0                                             4526.0                 \n",
       "0                                             4686.0                 \n",
       "0                                             4805.0                 \n",
       "0                                             5038.0                 \n",
       "0                                             5242.0                 \n",
       "0                                             5338.0                 \n",
       "0                                             5038.0                 \n",
       "0                                             5069.0                 \n",
       "0                                             4432.0                 \n",
       "0                                             4300.0                 \n",
       "0                                             4098.0                 \n",
       "0                                             3665.0                 \n",
       "\n",
       "   $25,000 to $29,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5250.0                 \n",
       "0                                             5121.0                 \n",
       "0                                             5116.0                 \n",
       "0                                             5364.0                 \n",
       "0                                             5008.0                 \n",
       "0                                             5101.0                 \n",
       "0                                             4942.0                 \n",
       "0                                             5665.0                 \n",
       "0                                             5758.0                 \n",
       "0                                             5463.0                 \n",
       "0                                             5563.0                 \n",
       "0                                             4379.0                 \n",
       "0                                             4599.0                 \n",
       "\n",
       "   $30,000 to $34,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4635.0                 \n",
       "0                                             5276.0                 \n",
       "0                                             5561.0                 \n",
       "0                                             5526.0                 \n",
       "0                                             5538.0                 \n",
       "0                                             5422.0                 \n",
       "0                                             4902.0                 \n",
       "0                                             4412.0                 \n",
       "0                                             4828.0                 \n",
       "0                                             5117.0                 \n",
       "0                                             5419.0                 \n",
       "0                                             6044.0                 \n",
       "0                                             4783.0                 \n",
       "\n",
       "   $35,000 to $39,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5855.0                 \n",
       "0                                             5099.0                 \n",
       "0                                             4926.0                 \n",
       "0                                             4910.0                 \n",
       "0                                             5334.0                 \n",
       "0                                             5363.0                 \n",
       "0                                             5264.0                 \n",
       "0                                             5483.0                 \n",
       "0                                             5368.0                 \n",
       "0                                             5653.0                 \n",
       "0                                             5299.0                 \n",
       "0                                             4892.0                 \n",
       "0                                             4404.0                 \n",
       "\n",
       "   $40,000 to $44,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             5227.0                 \n",
       "0                                             5260.0                 \n",
       "0                                             5397.0                 \n",
       "0                                             5482.0                 \n",
       "0                                             5041.0                 \n",
       "0                                             5027.0                 \n",
       "0                                             5369.0                 \n",
       "0                                             5222.0                 \n",
       "0                                             5092.0                 \n",
       "0                                             5265.0                 \n",
       "0                                             5389.0                 \n",
       "0                                             5011.0                 \n",
       "0                                             4850.0                 \n",
       "\n",
       "   $45,000 to $49,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4215.0                 \n",
       "0                                             4677.0                 \n",
       "0                                             4962.0                 \n",
       "0                                             5374.0                 \n",
       "0                                             4905.0                 \n",
       "0                                             5085.0                 \n",
       "0                                             4996.0                 \n",
       "0                                             4904.0                 \n",
       "0                                             4501.0                 \n",
       "0                                             4265.0                 \n",
       "0                                             4372.0                 \n",
       "0                                             4099.0                 \n",
       "0                                             4553.0                 \n",
       "\n",
       "   $50,000 to $59,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             8749.0                 \n",
       "0                                             8055.0                 \n",
       "0                                             8538.0                 \n",
       "0                                             8819.0                 \n",
       "0                                             9174.0                 \n",
       "0                                             9297.0                 \n",
       "0                                             9922.0                 \n",
       "0                                             9887.0                 \n",
       "0                                             9547.0                 \n",
       "0                                             9760.0                 \n",
       "0                                             9323.0                 \n",
       "0                                             8283.0                 \n",
       "0                                             7619.0                 \n",
       "\n",
       "   $60,000 to $74,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                            12943.0                 \n",
       "0                                            12050.0                 \n",
       "0                                            12077.0                 \n",
       "0                                            11923.0                 \n",
       "0                                            11596.0                 \n",
       "0                                            11803.0                 \n",
       "0                                            12210.0                 \n",
       "0                                            12712.0                 \n",
       "0                                            13524.0                 \n",
       "0                                            13149.0                 \n",
       "0                                            13730.0                 \n",
       "0                                            12758.0                 \n",
       "0                                            12305.0                 \n",
       "\n",
       "   $75,000 to $99,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                            15396.0                 \n",
       "0                                            15780.0                 \n",
       "0                                            15216.0                 \n",
       "0                                            14435.0                 \n",
       "0                                            14485.0                 \n",
       "0                                            14485.0                 \n",
       "0                                            15509.0                 \n",
       "0                                            16044.0                 \n",
       "0                                            17094.0                 \n",
       "0                                            18418.0                 \n",
       "0                                            18428.0                 \n",
       "0                                            18083.0                 \n",
       "0                                            17432.0                 \n",
       "\n",
       "   $100,000 to $124,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             9877.0                   \n",
       "0                                            10324.0                   \n",
       "0                                            10220.0                   \n",
       "0                                             9502.0                   \n",
       "0                                            10045.0                   \n",
       "0                                            10041.0                   \n",
       "0                                            10195.0                   \n",
       "0                                            10738.0                   \n",
       "0                                            11662.0                   \n",
       "0                                            13169.0                   \n",
       "0                                            13694.0                   \n",
       "0                                            14854.0                   \n",
       "0                                            15965.0                   \n",
       "\n",
       "   $125,000 to $149,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             6612.0                   \n",
       "0                                             6442.0                   \n",
       "0                                             6144.0                   \n",
       "0                                             6267.0                   \n",
       "0                                             5693.0                   \n",
       "0                                             5556.0                   \n",
       "0                                             6164.0                   \n",
       "0                                             7244.0                   \n",
       "0                                             8384.0                   \n",
       "0                                             8509.0                   \n",
       "0                                             9307.0                   \n",
       "0                                             9869.0                   \n",
       "0                                            10876.0                   \n",
       "\n",
       "   $150,000 to $199,999 - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  \\\n",
       "0                                             4726.0                   \n",
       "0                                             5248.0                   \n",
       "0                                             5762.0                   \n",
       "0                                             5609.0                   \n",
       "0                                             5778.0                   \n",
       "0                                             6103.0                   \n",
       "0                                             5973.0                   \n",
       "0                                             6662.0                   \n",
       "0                                             8045.0                   \n",
       "0                                             8934.0                   \n",
       "0                                            10353.0                   \n",
       "0                                            13375.0                   \n",
       "0                                            14092.0                   \n",
       "\n",
       "   $200,000 or more - NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER  WHITE_DS  \\\n",
       "0                                             3133.0              0.382571   \n",
       "0                                             3204.0              0.377157   \n",
       "0                                             3307.0              0.376217   \n",
       "0                                             3542.0              0.375583   \n",
       "0                                             3986.0              0.372140   \n",
       "0                                             3903.0              0.369121   \n",
       "0                                             4446.0              0.360834   \n",
       "0                                             4988.0              0.348691   \n",
       "0                                             5952.0              0.335772   \n",
       "0                                             6834.0              0.322984   \n",
       "0                                             7940.0              0.311910   \n",
       "0                                             9815.0              0.292944   \n",
       "0                                            13436.0              0.267506   \n",
       "\n",
       "   WHITE < $25K  WHITE ≥ $200K  WHITE_DS_lower  WHITE_DS_middle  \\\n",
       "0     13.099810       6.112318        0.397154         0.306549   \n",
       "0     12.913135       6.500628        0.403007         0.305375   \n",
       "0     13.035684       6.695138        0.406727         0.306404   \n",
       "0     13.151080       6.880436        0.410005         0.307027   \n",
       "0     13.003944       7.220457        0.414165         0.306540   \n",
       "0     12.850978       7.516086        0.414103         0.305411   \n",
       "0     12.309316       8.100786        0.415955         0.301778   \n",
       "0     11.528248       8.937645        0.418033         0.296271   \n",
       "0     10.706727       9.893899        0.419692         0.291023   \n",
       "0      9.953542      10.833482        0.418548         0.284034   \n",
       "0      9.250242      11.663460        0.421434         0.278051   \n",
       "0      8.328944      13.445243        0.432380         0.268567   \n",
       "0      7.276116      16.315551        0.442938         0.255552   \n",
       "\n",
       "   WHITE_DS_upper  HISPANIC OR LATINO_DS  HISPANIC OR LATINO < $25K  \\\n",
       "0        0.508142               0.527314                  27.002279   \n",
       "0        0.500074               0.522405                  26.657084   \n",
       "0        0.495994               0.522252                  26.868794   \n",
       "0        0.491520               0.521650                  26.992729   \n",
       "0        0.484744               0.517599                  26.598109   \n",
       "0        0.479580               0.513179                  26.131570   \n",
       "0        0.470235               0.501593                  24.842613   \n",
       "0        0.458536               0.484365                  23.000578   \n",
       "0        0.445573               0.466392                  21.117064   \n",
       "0        0.434171               0.448504                  19.397784   \n",
       "0        0.426114               0.429118                  17.655276   \n",
       "0        0.406248               0.407431                  15.959939   \n",
       "0        0.377187               0.377345                  13.970295   \n",
       "\n",
       "   HISPANIC OR LATINO ≥ $200K  HISPANIC OR LATINO_DS_lower  \\\n",
       "0                    1.761131                     0.420802   \n",
       "0                    1.928798                     0.424969   \n",
       "0                    2.023812                     0.428097   \n",
       "0                    2.121132                     0.429520   \n",
       "0                    2.272589                     0.431162   \n",
       "0                    2.398659                     0.427263   \n",
       "0                    2.682748                     0.425033   \n",
       "0                    3.082394                     0.422440   \n",
       "0                    3.585240                     0.421631   \n",
       "0                    4.082049                     0.417710   \n",
       "0                    4.762730                     0.420790   \n",
       "0                    5.703680                     0.434192   \n",
       "0                    7.381512                     0.446110   \n",
       "\n",
       "   HISPANIC OR LATINO_DS_middle  HISPANIC OR LATINO_DS_upper  \\\n",
       "0                      0.403519                     0.601894   \n",
       "0                      0.401374                     0.591998   \n",
       "0                      0.402150                     0.587672   \n",
       "0                      0.401543                     0.583429   \n",
       "0                      0.399863                     0.576124   \n",
       "0                      0.397479                     0.571255   \n",
       "0                      0.390684                     0.562147   \n",
       "0                      0.380709                     0.552235   \n",
       "0                      0.370965                     0.538721   \n",
       "0                      0.359557                     0.529432   \n",
       "0                      0.347873                     0.518391   \n",
       "0                      0.335221                     0.498737   \n",
       "0                      0.316200                     0.470067   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS  WHITE, NOT HISPANIC OR LATINO < $25K  \\\n",
       "0                          0.367501                             11.613742   \n",
       "0                          0.361107                             11.361187   \n",
       "0                          0.359214                             11.403137   \n",
       "0                          0.358026                             11.464786   \n",
       "0                          0.354086                             11.295711   \n",
       "0                          0.350616                             11.118937   \n",
       "0                          0.342351                             10.631161   \n",
       "0                          0.330424                              9.946907   \n",
       "0                          0.317805                              9.243031   \n",
       "0                          0.305396                              8.598127   \n",
       "0                          0.296828                              8.139424   \n",
       "0                          0.280013                              7.447780   \n",
       "0                          0.257436                              6.646560   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO ≥ $200K  \\\n",
       "0                               6.562097   \n",
       "0                               7.006720   \n",
       "0                               7.244829   \n",
       "0                               7.459802   \n",
       "0                               7.845442   \n",
       "0                               8.185839   \n",
       "0                               8.822163   \n",
       "0                               9.735266   \n",
       "0                              10.770233   \n",
       "0                              11.786172   \n",
       "0                              12.548373   \n",
       "0                              14.317995   \n",
       "0                              17.131322   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_lower  \\\n",
       "0                                0.393519   \n",
       "0                                0.399495   \n",
       "0                                0.402900   \n",
       "0                                0.406043   \n",
       "0                                0.410724   \n",
       "0                                0.411438   \n",
       "0                                0.414398   \n",
       "0                                0.417740   \n",
       "0                                0.419889   \n",
       "0                                0.419812   \n",
       "0                                0.422117   \n",
       "0                                0.433980   \n",
       "0                                0.444285   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_middle  \\\n",
       "0                                 0.295817   \n",
       "0                                 0.293946   \n",
       "0                                 0.294335   \n",
       "0                                 0.294736   \n",
       "0                                 0.293945   \n",
       "0                                 0.292524   \n",
       "0                                 0.288881   \n",
       "0                                 0.283423   \n",
       "0                                 0.278175   \n",
       "0                                 0.271286   \n",
       "0                                 0.266976   \n",
       "0                                 0.258885   \n",
       "0                                 0.248003   \n",
       "\n",
       "   WHITE, NOT HISPANIC OR LATINO_DS_upper  BLACK OR AFRICAN AMERICAN_DS  \\\n",
       "0                                0.504264                      0.541289   \n",
       "0                                0.495943                      0.535861   \n",
       "0                                0.491478                      0.534775   \n",
       "0                                0.486735                      0.534788   \n",
       "0                                0.479711                      0.531930   \n",
       "0                                0.474253                      0.528802   \n",
       "0                                0.464710                      0.518792   \n",
       "0                                0.452496                      0.504459   \n",
       "0                                0.439254                      0.488615   \n",
       "0                                0.427347                      0.473023   \n",
       "0                                0.419833                      0.458985   \n",
       "0                                0.400396                      0.439855   \n",
       "0                                0.372075                      0.411852   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN < $25K  BLACK OR AFRICAN AMERICAN ≥ $200K  \\\n",
       "0                         30.498967                           1.651143   \n",
       "0                         30.044397                           1.851595   \n",
       "0                         30.134510                           1.941813   \n",
       "0                         30.312190                           2.043341   \n",
       "0                         30.036986                           2.181813   \n",
       "0                         29.738691                           2.267894   \n",
       "0                         28.584396                           2.508574   \n",
       "0                         27.047282                           2.868246   \n",
       "0                         25.266744                           3.319417   \n",
       "0                         23.634054                           3.792918   \n",
       "0                         22.103574                           4.236396   \n",
       "0                         20.427844                           5.117812   \n",
       "0                         18.409700                           6.700284   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN_DS_lower  BLACK OR AFRICAN AMERICAN_DS_middle  \\\n",
       "0                            0.497803                             0.391760   \n",
       "0                            0.502335                             0.390717   \n",
       "0                            0.504626                             0.389677   \n",
       "0                            0.507126                             0.390233   \n",
       "0                            0.510118                             0.389599   \n",
       "0                            0.507351                             0.387685   \n",
       "0                            0.502284                             0.383364   \n",
       "0                            0.494978                             0.376707   \n",
       "0                            0.488622                             0.370539   \n",
       "0                            0.482060                             0.362978   \n",
       "0                            0.481530                             0.357505   \n",
       "0                            0.489061                             0.348982   \n",
       "0                            0.495195                             0.333202   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN_DS_upper  ASIAN_DS  ASIAN < $25K  ASIAN ≥ $200K  \\\n",
       "0                            0.612636  0.344599     12.823790       9.213475   \n",
       "0                            0.599195  0.337783     12.613621      10.215876   \n",
       "0                            0.593872  0.335421     12.697108      10.855068   \n",
       "0                            0.587789  0.334082     12.887283      11.402174   \n",
       "0                            0.579798  0.329975     12.692230      12.124099   \n",
       "0                            0.577660  0.326135     12.539124      12.721628   \n",
       "0                            0.568715  0.317127     12.032292      13.730119   \n",
       "0                            0.556578  0.304248     11.259042      15.251609   \n",
       "0                            0.543139  0.291246     10.462830      16.955813   \n",
       "0                            0.530800  0.277063      9.683587      18.747784   \n",
       "0                            0.521923  0.267559      9.356432      20.169302   \n",
       "0                            0.501707  0.250842      8.532961      22.884037   \n",
       "0                            0.470831  0.228410      7.616081      27.056712   \n",
       "\n",
       "   ASIAN_DS_lower  ASIAN_DS_middle  ASIAN_DS_upper    ALL_DS  ALL < $25K  \\\n",
       "0        0.426852         0.289983        0.456447  0.408479   16.031475   \n",
       "0        0.432396         0.290232        0.437733  0.402729   15.781937   \n",
       "0        0.432505         0.292052        0.429184  0.401558   15.899526   \n",
       "0        0.430687         0.292602        0.419508  0.401000   16.035286   \n",
       "0        0.433340         0.293878        0.408290  0.397615   15.872904   \n",
       "0        0.430174         0.293973        0.402188  0.394371   15.679419   \n",
       "0        0.427845         0.291904        0.391209  0.385690   15.025181   \n",
       "0        0.429371         0.288998        0.373733  0.372936   14.089020   \n",
       "0        0.430714         0.286629        0.355454  0.359437   13.101383   \n",
       "0        0.432017         0.281065        0.339274  0.346017   12.191773   \n",
       "0        0.438703         0.276873        0.327830  0.335295   11.435437   \n",
       "0        0.445262         0.275173        0.305138  0.317979   10.495564   \n",
       "0        0.452608         0.269971        0.274901  0.293910    9.370588   \n",
       "\n",
       "   ALL ≥ $200K  ALL_DS_lower  ALL_DS_middle  ALL_DS_upper  \\\n",
       "0     5.433027      0.424891       0.321385      0.514469   \n",
       "0     5.826483      0.430248       0.320132      0.505322   \n",
       "0     6.035024      0.433281       0.320838      0.500651   \n",
       "0     6.225440      0.436041       0.321457      0.495572   \n",
       "0     6.552805      0.439576       0.321121      0.488299   \n",
       "0     6.835512      0.438249       0.319974      0.483122   \n",
       "0     7.384061      0.438114       0.316480      0.473768   \n",
       "0     8.181460      0.437881       0.311112      0.461780   \n",
       "0     9.090110      0.437395       0.306012      0.448657   \n",
       "0     9.994089      0.434911       0.299138      0.437069   \n",
       "0    10.742896      0.436917       0.293897      0.429433   \n",
       "0    12.300570      0.448204       0.286300      0.410471   \n",
       "0    14.843958      0.458045       0.274499      0.382767   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS  \\\n",
       "0                                       0.428521   \n",
       "0                                       0.426092   \n",
       "0                                       0.432316   \n",
       "0                                       0.439328   \n",
       "0                                       0.441026   \n",
       "0                                       0.443297   \n",
       "0                                       0.433064   \n",
       "0                                       0.417369   \n",
       "0                                       0.399591   \n",
       "0                                       0.387001   \n",
       "0                                       0.373393   \n",
       "0                                       0.347526   \n",
       "0                                       0.324712   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER < $25K  \\\n",
       "0                                          17.024619   \n",
       "0                                          16.928098   \n",
       "0                                          17.857008   \n",
       "0                                          18.610564   \n",
       "0                                          19.406694   \n",
       "0                                          19.901882   \n",
       "0                                          18.997243   \n",
       "0                                          17.087139   \n",
       "0                                          15.649865   \n",
       "0                                          14.473889   \n",
       "0                                          13.300826   \n",
       "0                                          11.831291   \n",
       "0                                          10.647165   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER ≥ $200K  \\\n",
       "0                                           3.001245    \n",
       "0                                           3.075742    \n",
       "0                                           3.114288    \n",
       "0                                           3.323013    \n",
       "0                                           3.710254    \n",
       "0                                           3.585701    \n",
       "0                                           4.006344    \n",
       "0                                           4.401500    \n",
       "0                                           5.032851    \n",
       "0                                           5.591236    \n",
       "0                                           6.326139    \n",
       "0                                           7.763865    \n",
       "0                                          10.447332    \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_lower  \\\n",
       "0                                           0.435167     \n",
       "0                                           0.449190     \n",
       "0                                           0.464328     \n",
       "0                                           0.475288     \n",
       "0                                           0.481924     \n",
       "0                                           0.469702     \n",
       "0                                           0.465015     \n",
       "0                                           0.470897     \n",
       "0                                           0.456856     \n",
       "0                                           0.463997     \n",
       "0                                           0.467548     \n",
       "0                                           0.471799     \n",
       "0                                           0.489414     \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_middle  \\\n",
       "0                                           0.326777      \n",
       "0                                           0.328422      \n",
       "0                                           0.333227      \n",
       "0                                           0.341018      \n",
       "0                                           0.338501      \n",
       "0                                           0.337909      \n",
       "0                                           0.324690      \n",
       "0                                           0.323711      \n",
       "0                                           0.317976      \n",
       "0                                           0.313137      \n",
       "0                                           0.313473      \n",
       "0                                           0.308588      \n",
       "0                                           0.303216      \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER_DS_upper  \\\n",
       "0                                           0.593307     \n",
       "0                                           0.590535     \n",
       "0                                           0.578797     \n",
       "0                                           0.563205     \n",
       "0                                           0.555875     \n",
       "0                                           0.553924     \n",
       "0                                           0.545374     \n",
       "0                                           0.536994     \n",
       "0                                           0.521452     \n",
       "0                                           0.517709     \n",
       "0                                           0.499528     \n",
       "0                                           0.473176     \n",
       "0                                           0.443758     \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS  \\\n",
       "0                              0.540621   \n",
       "0                              0.533676   \n",
       "0                              0.532499   \n",
       "0                              0.533897   \n",
       "0                              0.532790   \n",
       "0                              0.528219   \n",
       "0                              0.519445   \n",
       "0                              0.505336   \n",
       "0                              0.491385   \n",
       "0                              0.474519   \n",
       "0                              0.464495   \n",
       "0                              0.443706   \n",
       "0                              0.412050   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE < $25K  \\\n",
       "0                                 30.005704   \n",
       "0                                 29.233384   \n",
       "0                                 29.142955   \n",
       "0                                 29.403216   \n",
       "0                                 29.325364   \n",
       "0                                 29.058158   \n",
       "0                                 28.231715   \n",
       "0                                 26.667514   \n",
       "0                                 25.208091   \n",
       "0                                 23.631084   \n",
       "0                                 22.732598   \n",
       "0                                 20.770107   \n",
       "0                                 18.143461   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE ≥ $200K  \\\n",
       "0                                   1.785923   \n",
       "0                                   1.876509   \n",
       "0                                   1.888746   \n",
       "0                                   1.866228   \n",
       "0                                   1.890858   \n",
       "0                                   1.990559   \n",
       "0                                   2.263439   \n",
       "0                                   2.680072   \n",
       "0                                   3.031771   \n",
       "0                                   3.583009   \n",
       "0                                   3.962016   \n",
       "0                                   4.552462   \n",
       "0                                   5.984487   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_lower  \\\n",
       "0                                    0.490875   \n",
       "0                                    0.494262   \n",
       "0                                    0.493715   \n",
       "0                                    0.501709   \n",
       "0                                    0.502291   \n",
       "0                                    0.495990   \n",
       "0                                    0.490238   \n",
       "0                                    0.495498   \n",
       "0                                    0.492465   \n",
       "0                                    0.479124   \n",
       "0                                    0.479106   \n",
       "0                                    0.490684   \n",
       "0                                    0.493913   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_middle  \\\n",
       "0                                     0.390034   \n",
       "0                                     0.387332   \n",
       "0                                     0.388171   \n",
       "0                                     0.390307   \n",
       "0                                     0.389273   \n",
       "0                                     0.384606   \n",
       "0                                     0.377823   \n",
       "0                                     0.371638   \n",
       "0                                     0.364452   \n",
       "0                                     0.357189   \n",
       "0                                     0.350503   \n",
       "0                                     0.341566   \n",
       "0                                     0.325080   \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE_DS_upper  WHITE - % Poverty  \\\n",
       "0                                    0.607006          12.467477   \n",
       "0                                    0.604006          12.965608   \n",
       "0                                    0.605616          13.001435   \n",
       "0                                    0.600481          13.041754   \n",
       "0                                    0.592799          12.763435   \n",
       "0                                    0.589141          12.201089   \n",
       "0                                    0.576418          11.617318   \n",
       "0                                    0.565689          12.048211   \n",
       "0                                    0.555000          11.637944   \n",
       "0                                    0.542939          11.148332   \n",
       "0                                    0.537127          10.595157   \n",
       "0                                    0.522384          10.285729   \n",
       "0                                    0.494412          10.091926   \n",
       "\n",
       "   HISPANIC OR LATINO - % Poverty  WHITE, NOT HISPANIC OR LATINO - % Poverty  \\\n",
       "0                       24.759891                                  10.624899   \n",
       "0                       25.792098                                  10.969691   \n",
       "0                       25.357882                                  11.005430   \n",
       "0                       24.752805                                  11.095102   \n",
       "0                       24.144005                                  10.803883   \n",
       "0                       22.591196                                  10.353374   \n",
       "0                       21.003067                                   9.999483   \n",
       "0                       22.154674                                  10.282836   \n",
       "0                       21.018594                                   9.967736   \n",
       "0                       19.640579                                   9.618052   \n",
       "0                       18.292668                                   9.309868   \n",
       "0                       17.706213                                   9.218126   \n",
       "0                       17.236095                                   9.249112   \n",
       "\n",
       "   BLACK OR AFRICAN AMERICAN - % Poverty  ASIAN - % Poverty  ALL - % Poverty  \\\n",
       "0                              27.149373          12.456459        15.326895   \n",
       "0                              28.108022          12.821559        15.949807   \n",
       "0                              28.118159          12.993530        15.930200   \n",
       "0                              27.560285          12.748404        15.837566   \n",
       "0                              26.962597          12.521154        15.506079   \n",
       "0                              25.389256          12.021544        14.722983   \n",
       "0                              23.886757          11.777717        14.046271   \n",
       "0                              25.190746          11.930892        14.582512   \n",
       "0                              24.187049          11.545166        14.052687   \n",
       "0                              23.041812          10.936231        13.422426   \n",
       "0                              22.068150          10.610123        12.842101   \n",
       "0                              21.714787          10.307197        12.631850   \n",
       "0                              21.461895          10.115863        12.534693   \n",
       "\n",
       "   NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER - % Poverty  \\\n",
       "0                                          18.756314        \n",
       "0                                          21.499270        \n",
       "0                                          21.316450        \n",
       "0                                          20.103793        \n",
       "0                                          20.881061        \n",
       "0                                          18.923354        \n",
       "0                                          18.099809        \n",
       "0                                          19.007531        \n",
       "0                                          18.287713        \n",
       "0                                          17.511974        \n",
       "0                                          16.805076        \n",
       "0                                          16.675845        \n",
       "0                                          16.968801        \n",
       "\n",
       "   AMERICAN INDIAN AND ALASKA NATIVE - % Poverty  \n",
       "0                                      28.441456  \n",
       "0                                      29.475783  \n",
       "0                                      29.137952  \n",
       "0                                      28.943020  \n",
       "0                                      28.304875  \n",
       "0                                      26.556990  \n",
       "0                                      26.217274  \n",
       "0                                      26.779626  \n",
       "0                                      25.836409  \n",
       "0                                      24.862244  \n",
       "0                                      24.134631  \n",
       "0                                      23.395153  \n",
       "0                                      22.597548  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datasets = []\n",
    "for name in os.listdir('data/economic/USCB/POVERTY/data/'):\n",
    "    datasets.append(name)\n",
    "\n",
    "df2 = pd.DataFrame(columns=['Year'])\n",
    "\n",
    "yrs = ['1Y2010', '1Y2011', '1Y2012', '1Y2013', \n",
    "       '1Y2014', '1Y2015', '1Y2016', \n",
    "       '5Y2017', '5Y2018', '5Y2019', '5Y2020', \n",
    "       '5Y2021', '5Y2022',\n",
    "      ]\n",
    "\n",
    "# Iterate over each year to concatenate files and add a 'year' column\n",
    "\n",
    "for yr in yrs:\n",
    "    tdf = pd.DataFrame(columns=['Year'])\n",
    "\n",
    "    files = []\n",
    "    for d in datasets:\n",
    "        if yr in d:\n",
    "            files.append(d)\n",
    "\n",
    "    for file in files:\n",
    "        # Read CSV file and specify header row\n",
    "        df = pd.read_csv('data/economic/USCB/POVERTY/data/'+file, header=0)\n",
    "        \n",
    "        # Reset index of DataFrame\n",
    "        df = df.reset_index(drop=True)\n",
    "\n",
    "        # Set new headers, drop redundant rows, and reset index\n",
    "        new_headers = df.iloc[0]\n",
    "        df.columns = new_headers\n",
    "        df = df.drop(0)\n",
    "        df = df.reset_index(drop=True)\n",
    "        \n",
    "        df.columns = df.columns.str.replace('One race!!White', 'White')\n",
    "        df.columns = df.columns.str.replace('One race!!Black or African American', 'Black or African American')\n",
    "        df.columns = df.columns.str.replace('One race!!American Indian and Alaska Native', 'American Indian and Alaska Native')\n",
    "        df.columns = df.columns.str.replace('One race!!Asian', 'Asian')\n",
    "        df.columns = df.columns.str.replace('One race!!Native Hawaiian and Other Pacific Islander', 'Native Hawaiian and Other Pacific Islander')\n",
    "        \n",
    "        df.columns = df.columns.str.replace('White alone', 'White')\n",
    "        df.columns = df.columns.str.replace('Black or African American alone', 'Black or African American')\n",
    "        df.columns = df.columns.str.replace('American Indian and Alaska Native alone', 'American Indian and Alaska Native')\n",
    "        df.columns = df.columns.str.replace('Asian alone', 'Asian')\n",
    "        df.columns = df.columns.str.replace('Native Hawaiian and Other Pacific Islander alone', 'Native Hawaiian and Other Pacific Islander')\n",
    "        \n",
    "        df.columns = df.columns.str.replace(\"\\(of any race\\)\", \"\")\n",
    "        \n",
    "        df.columns = df.columns.str.replace(\"Estimate!!Total!!\", \"Total!!Estimate!!\")\n",
    "        df.columns = df.columns.str.replace(\"Estimate!!Below poverty level!!\", \"Below poverty level!!Estimate!!\")\n",
    "        \n",
    "        df.columns = df.columns.str.replace(\"Population for whom poverty status is determined!!\", \"\")\n",
    "        \n",
    "        df.columns = df.columns.str.replace(\"RACE AND HISPANIC OR LATINO ORIGIN!!\", \"\")\n",
    "        \n",
    "        \n",
    "        df = df.drop(columns=['Geography', 'Geographic Area Name'])\n",
    "        cols_to_drop = df.filter(regex='Margin of Error').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Median').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='MEDIAN').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Mean').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='MEAN').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='IMPUTED').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='years').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Female').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Male').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='housing').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='ork').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='raduate').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='egree').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='ndividuals').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='NDIVIDUALS').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='mploy').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='other').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='or more race').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='One race').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        cols_to_drop = df.filter(regex='Percent').columns\n",
    "        df = df.drop(columns=cols_to_drop)\n",
    "        \n",
    "        df.dropna(how='all', axis=1, inplace=True)\n",
    "        #df.columns = df.columns.str.replace('Total:', 'Total')\n",
    "\n",
    "        df['Year'] = yr[2:]\n",
    "\n",
    "        # Merge files for same year\n",
    "        tdf = tdf.merge(df, how='outer', on='Year')\n",
    "        tdf.reset_index(drop=True, inplace=True)\n",
    "        \n",
    "    # Now concat different years\n",
    "    try:\n",
    "        df2 = pd.concat([df2, tdf])\n",
    "        #main_df = main_df.sort_index(axis=1)\n",
    "    except:\n",
    "        pass\n",
    "\n",
    "\n",
    "df.reset_index(drop=True, inplace=True)\n",
    "print(df2.shape)\n",
    "df2.head(df2.shape[0])\n",
    "\n",
    "\n",
    "suf1_ls = ['White',\n",
    "           'Hispanic or Latino origin ',\n",
    "           'White, not Hispanic or Latino',\n",
    "           'Black or African American',\n",
    "           'Asian',\n",
    "           'Population for whom poverty status is determined',\n",
    "           'Native Hawaiian and Other Pacific Islander',\n",
    "           'American Indian and Alaska Native',\n",
    "          ]\n",
    "\n",
    "suf2_ls = ['WHITE',\n",
    "          'HISPANIC OR LATINO',\n",
    "          'WHITE, NOT HISPANIC OR LATINO',\n",
    "          'BLACK OR AFRICAN AMERICAN',\n",
    "          'ASIAN',\n",
    "          'ALL',\n",
    "          'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER',\n",
    "          'AMERICAN INDIAN AND ALASKA NATIVE',\n",
    "         ]\n",
    "\n",
    "        \n",
    "for i, suf in enumerate(suf1_ls):\n",
    "    \n",
    "    pvr = 100 * df2['Below poverty level!!Estimate!!' + suf].astype(float) / df2['Total!!Estimate!!' + suf].astype(float)\n",
    "    \n",
    "    main_df[suf2_ls[i] + ' - % Poverty'] = pvr\n",
    "    \n",
    "main_df.head(main_df.shape[0])     "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "34e89c55",
   "metadata": {},
   "outputs": [],
   "source": [
    "race_colors = {\n",
    "    'BLACK OR AFRICAN AMERICAN': '0.8',\n",
    "    'AMERICAN INDIAN AND ALASKA NATIVE': '0.8',\n",
    "    'HISPANIC OR LATINO': '0.8',\n",
    "    'ALL': 'k',\n",
    "    'WHITE, NOT HISPANIC OR LATINO': '0.1',\n",
    "    'ASIAN': '0.1',\n",
    "    #'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER': '0.5',\n",
    "    \n",
    "}\n",
    "\n",
    "race_styles = {\n",
    "    'BLACK OR AFRICAN AMERICAN': 'solid',\n",
    "    'AMERICAN INDIAN AND ALASKA NATIVE': 'dashed',\n",
    "    'HISPANIC OR LATINO': 'dotted',\n",
    "    'ALL': 'dotted',\n",
    "    'WHITE, NOT HISPANIC OR LATINO': 'solid',\n",
    "    'ASIAN': 'dashed',\n",
    "    #'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER': '0.5',\n",
    "}\n",
    "\n",
    "race_labels = {\n",
    "    'HISPANIC OR LATINO': 'Hispanic or Latinx',\n",
    "    'WHITE, NOT HISPANIC OR LATINO': 'White, non-hispanic/latinx',\n",
    "    'BLACK OR AFRICAN AMERICAN': 'Black or African American',\n",
    "    'ASIAN': 'Asian',\n",
    "    'ALL': 'All',\n",
    "    'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER': 'Native Hawaiian or Pacific Islander',\n",
    "    'AMERICAN INDIAN AND ALASKA NATIVE': 'Native American or Alaska Native',\n",
    "}\n",
    "\n",
    "# Use the race/ethnicity labels\n",
    "race_eth = ['AMERICAN INDIAN AND ALASKA NATIVE',\n",
    "            'BLACK OR AFRICAN AMERICAN',\n",
    "            'HISPANIC OR LATINO',\n",
    "            #'ALL',\n",
    "            'WHITE, NOT HISPANIC OR LATINO',\n",
    "            'ASIAN',\n",
    "            #'NATIVE HAWAIIAN AND OTHER PACIFIC ISLANDER',\n",
    "           ]\n",
    "  \n",
    "# Use these years\n",
    "years = ['2010', '', '2012', '', '2014', \n",
    "         '', '2016', '', '2018', '', '2020',\n",
    "         '', '2022',\n",
    "        ]\n",
    "\n",
    "\n",
    "# Create figure and axis objects\n",
    "fig, axs = plt.subplots(1, 3, figsize=(13, 4))\n",
    "\n",
    "# Plot poverty vs year\n",
    "c = 0\n",
    "for race in race_eth:\n",
    "    axs[c].plot(main_df['Year'], main_df[f'{race} - % Poverty'], \n",
    "                label=race_labels[race], \n",
    "                color=race_colors[race], \n",
    "                linewidth=3, \n",
    "                linestyle=race_styles[race],\n",
    "               )\n",
    "    \n",
    "axs[c].set_xlabel('Year', fontsize=14, fontweight='bold')\n",
    "axs[c].set_ylabel('US Poverty Rate (%)', fontsize=14, fontweight='bold')\n",
    "axs[c].tick_params(axis='x', rotation=45) \n",
    "axs[c].set_xticklabels(years) \n",
    "\n",
    "# Plot DS vs year\n",
    "c = 1\n",
    "for race in race_eth:\n",
    "    axs[c].plot(main_df['Year'], main_df[f'{race}_DS'], \n",
    "                color=race_colors[race], \n",
    "                linewidth=3, \n",
    "                linestyle=race_styles[race],\n",
    "               )\n",
    "    \n",
    "axs[c].set_xlabel('Year', fontsize=14, fontweight='bold')\n",
    "axs[c].set_ylabel('US Poverty (DS)', fontsize=14, fontweight='bold')\n",
    "axs[c].tick_params(axis='x', rotation=45)\n",
    "axs[c].set_xticklabels(years) \n",
    "\n",
    "\n",
    "# Plot poverty vs year\n",
    "c = 2\n",
    "for race in race_eth:\n",
    "    axs[c].plot(main_df['Year'], main_df[f'{race}_DS_lower'], \n",
    "                color=race_colors[race], \n",
    "                linewidth=3,\n",
    "                linestyle=race_styles[race],\n",
    "               )\n",
    "axs[c].set_xlabel('Year', fontsize=14, fontweight='bold')\n",
    "axs[c].set_ylabel('Poverty (DS) of families\\nmaking <$25K/year', fontsize=14, fontweight='bold')\n",
    "axs[c].tick_params(axis='x', rotation=45) \n",
    "#axs[c].set_title('Families making <$25K per year', fontsize=14, fontweight='bold')\n",
    "axs[c].set_xticklabels(years)\n",
    "\n",
    "\n",
    "fig.patch.set_facecolor('white')\n",
    "plt.tight_layout()\n",
    "fig.legend(bbox_to_anchor=(0.055, 1.05, 0.937, .1), \n",
    "           loc=10, \n",
    "           ncol=3, \n",
    "           mode=\"expand\",\n",
    "           prop={'size':14},\n",
    "          )\n",
    "\n",
    "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n",
    "plt.savefig('Final_Figs/manuscript/Fig3.pdf', bbox_inches='tight', format='pdf', dpi=600)\n",
    "plt.savefig('Final_Figs/manuscript/Fig3.jpg', bbox_inches='tight', format='jpg', dpi=600)\n",
    "plt.close()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "07378d0d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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