{ "cells": [ { "cell_type": "markdown", "id": "28ef4f99-bfb7-44a5-b9f3-83e9d8b71bf2", "metadata": {}, "source": [ "# Test connection to PostGRES Database" ] }, { "cell_type": "code", "execution_count": 1, "id": "a6d4b7d0-033b-4ce8-92a6-8dd95c4717ec", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting pandas\n", " Downloading pandas-2.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (89 kB)\n", "Requirement already satisfied: psycopg2-binary in /opt/conda/lib/python3.11/site-packages (2.9.9)\n", "Requirement already satisfied: SQLAlchemy in /opt/conda/lib/python3.11/site-packages (2.0.32)\n", "Collecting numpy>=1.23.2 (from pandas)\n", " Downloading numpy-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.11/site-packages (from pandas) (2.9.0)\n", "Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.11/site-packages (from pandas) (2024.1)\n", "Collecting tzdata>=2022.7 (from pandas)\n", " Downloading tzdata-2024.2-py2.py3-none-any.whl.metadata (1.4 kB)\n", "Requirement already satisfied: typing-extensions>=4.6.0 in /opt/conda/lib/python3.11/site-packages (from SQLAlchemy) (4.12.2)\n", "Requirement already satisfied: greenlet!=0.4.17 in /opt/conda/lib/python3.11/site-packages (from SQLAlchemy) (3.0.3)\n", "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n", "Downloading pandas-2.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.1 MB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m13.1/13.1 MB\u001b[0m \u001b[31m189.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hDownloading numpy-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.3 MB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m16.3/16.3 MB\u001b[0m \u001b[31m196.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hDownloading tzdata-2024.2-py2.py3-none-any.whl (346 kB)\n", "Installing collected packages: tzdata, numpy, pandas\n", "Successfully installed numpy-2.1.2 pandas-2.2.3 tzdata-2024.2\n" ] } ], "source": [ "!pip install pandas psycopg2-binary SQLAlchemy" ] }, { "cell_type": "markdown", "id": "65a67b38-d44c-45cb-b87a-c08b763e3520", "metadata": {}, "source": [ "### Connect to the Database and display tables" ] }, { "cell_type": "code", "execution_count": 2, "id": "94bc21dd-fce0-4e7b-a6e0-ca2de56dec5c", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from sqlalchemy import create_engine" ] }, { "cell_type": "code", "execution_count": 3, "id": "5c45e206-38b1-4f79-8539-36d7e72e9b90", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
table_name
0ca_nonprofits
1ca_business
2ca_nonprofits_NTEE_Codes
3arcgis_geoenrichment
4city_neighborhoods
5community_neighborhoods
6bgs_sd_imp
7spatial_ref_sys
8usda_2022_branded_food_nutrients
9usda_2022_branded_food_product
10usda_2022_food_branded_experimental
11usda_2022_food_calorie_conversion_factor
12usda_2022_food_portions
13usda_2022_food_protein_conversion_factor
14usda_2022_nutrient_master
15geography_columns
16geometry_columns
17raster_columns
18raster_overviews
\n", "
" ], "text/plain": [ " table_name \n", "0 ca_nonprofits\n", "1 ca_business\n", "2 ca_nonprofits_NTEE_Codes\n", "3 arcgis_geoenrichment\n", "4 city_neighborhoods\n", "5 community_neighborhoods\n", "6 bgs_sd_imp\n", "7 spatial_ref_sys\n", "8 usda_2022_branded_food_nutrients\n", "9 usda_2022_branded_food_product\n", "10 usda_2022_food_branded_experimental\n", "11 usda_2022_food_calorie_conversion_factor\n", "12 usda_2022_food_portions\n", "13 usda_2022_food_protein_conversion_factor\n", "14 usda_2022_nutrient_master\n", "15 geography_columns\n", "16 geometry_columns\n", "17 raster_columns\n", "18 raster_overviews" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pd.set_option('display.max_columns', None) # Show all columns\n", "pd.set_option('display.width', 1000) # Adjust the display width\n", "pd.set_option('display.colheader_justify', 'center') # Center-align column headers\n", "\n", "connection_string = \"postgresql://ndp-public:XKcBHaU1@awesome-hw.sdsc.edu:5432/nourish\"\n", "engine = create_engine(connection_string)\n", "tables_df = pd.read_sql_query(\"SELECT table_name FROM information_schema.tables WHERE table_schema = 'public'\", engine)\n", "display(tables_df)" ] }, { "cell_type": "markdown", "id": "ef952414-cf2d-47de-9d96-387f57fb3e7b", "metadata": {}, "source": [ "### Display Table" ] }, { "cell_type": "code", "execution_count": 4, "id": "0953ccb2-a411-4783-929b-39b7b961ac64", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/lib/python3.11/site-packages/pandas/io/sql.py:1725: SAWarning: Did not recognize type 'geometry' of column 'wkb_geometry'\n", " self.meta.reflect(bind=self.con, only=[table_name], views=True)\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ogc_fidstatefpcountyfptractceblkgrpcesource_couaggregatiopopulationapportionmhas_datax2001_ax2002_ax2003_ax2004_ax2005_ax2006_ax2007_ax2008_ax2009_ax2010_ax2011_ax2012_ax2013_ax2014_ax2015_ax2016_ax1131_ax1132_ax1133_ax1134_ax1135_ax1136_ax1137_ax1138_ax1139_ax1140_ax1141_ax1142_ax1143_ax1144_ax1145_ax1146_ax1147_ax1148_ax1149_ax1150_ax1151_ax1152_ax1154_ax1155_ax1004_ax1005_ax1006_ax1007_ax1008_ax1009_ax1010_ax1011_ax1012_ax1013_ax1014_ax1015_ax1016_ax1017_ax1018_ax1019_ax1020_ax1021_ax1022_ax1053_ax1054_ax1055_ax1056_ax1057_ax1058_ax1059_ax1060_ax1061_ax1062_ax1063_ax1064_ax1065_ax1066_ax1067_ax1068_ax1069_ax1070_ax1071_ax1072_ax1073_ax1074_ax1075_ax1076_ax1077_ax1078_ax1079_ax1080_ax1081_ax1082_ax1083_ax1084_ax1085_ax1086_ax1087_ax1088_ax1089_ax1023_ax1024_ax1025_ax1026_ax1027_ax1028_ax1029_ax1030_ax1031_ax1032_ax1033_ax1034_ax1035_ax1036_ax1037_ax1038_ax1039_ax1040_ax1041_ax1042_ax1043_ax1044_ax1045_ax1046_ax1047_ax1048_ax1049_ax1050_ax1051_ax1052_ax1119_ax1120_ax1121_ax1122_ax1123_ax1124_ax1125_ax1126_ax1127_ax1128_ax1129_ax1090_ax1091_ax1092_ax1093_ax1094_ax1095_ax1096_ax1097_ax1098_ax1099_ax1100_ax1101_ax1102_ax1103_ax1104_ax1105_ax1106_ax1107_ax1108_ax1109_ax1110_ax1111_ax1112_ax1113_ax1114_ax1115_ax1116_ax1117_ax1118_ax1002_ax1003_ax1130_ax2001fy_ax2002fy_ax2003fy_ax2004fy_ax2005fy_ax2006fy_ax2007fy_ax2008fy_ax2009fy_ax2010fy_ax2011fy_ax2012fy_ax2013fy_ax2014fy_ax2015fy_ax2016fy_ax1131fy_ax1132fy_ax1133fy_ax1134fy_ax1135fy_ax1136fy_ax1137fy_ax1138fy_ax1139fy_ax1140fy_ax1141fy_ax1142fy_ax1143fy_ax1144fy_ax1145fy_ax1146fy_ax1147fy_ax1148fy_ax1149fy_ax1150fy_ax1151fy_ax1152fy_ax1154fy_ax1155fy_ax1004fy_ax1005fy_ax1006fy_ax1007fy_ax1008fy_ax1009fy_ax1010fy_ax1011fy_ax1012fy_ax1013fy_ax1014fy_ax1015fy_ax1016fy_ax1017fy_ax1018fy_ax1019fy_ax1020fy_ax1021fy_ax1022fy_ax1053fy_ax1054fy_ax1055fy_ax1056fy_ax1057fy_ax1058fy_ax1059fy_ax1060fy_ax1061fy_ax1062fy_ax1063fy_ax1064fy_ax1065fy_ax1066fy_ax1067fy_ax1068fy_ax1069fy_ax1070fy_ax1071fy_ax1072fy_ax1073fy_ax1074fy_ax1075fy_ax1076fy_ax1077fy_ax1078fy_ax1079fy_ax1080fy_ax1081fy_ax1082fy_ax1083fy_ax1084fy_ax1085fy_ax1086fy_ax1087fy_ax1088fy_ax1089fy_ax1023fy_ax1024fy_ax1025fy_ax1026fy_ax1027fy_ax1028fy_ax1029fy_ax1030fy_ax1031fy_ax1032fy_ax1033fy_ax1034fy_ax1035fy_ax1036fy_ax1037fy_ax1038fy_ax1039fy_ax1040fy_ax1041fy_ax1042fy_ax1043fy_ax1044fy_ax1045fy_ax1046fy_ax1047fy_ax1048fy_ax1049fy_ax1050fy_ax1051fy_ax1052fy_ax1119fy_ax1120fy_ax1121fy_ax1122fy_ax1123fy_ax1124fy_ax1125fy_ax1126fy_ax1127fy_ax1128fy_ax1129fy_ax1090fy_ax1091fy_ax1092fy_ax1093fy_ax1094fy_ax1095fy_ax1096fy_ax1097fy_ax1098fy_ax1099fy_ax1100fy_ax1101fy_ax1102fy_ax1103fy_ax1104fy_ax1105fy_ax1106fy_ax1107fy_ax1108fy_ax1109fy_ax1110fy_ax1111fy_ax1112fy_ax1113fy_ax1114fy_ax1115fy_ax1116fy_ax1117fy_ax1118fy_ax1130fy_ax1002fy_ax1003fy_ax1001_ax15001_ax1001fy_ax15001fy_amale0male5male10male15male20male25male30male35male40male45male50male55male60male65male70male75male80male85fem0fem5fem10fem15fem20fem25fem30fem35fem40fem45fem50fem55fem60fem65fem70fem75fem80fem85totpop_cytotpop_fypopgrwcyfycrmcytotccrmcyperccrmcymurdcrmcyrapecrmcyrobbcrmcyasstcrmcyproccrmcyburgcrmcylarccrmcymvehtotcaggpercaggmurdaggrapeaggrobbaggasstaggprocaggburgagglarcaggmvehaggnohs_cysomehs_cyhsgrad_cyged_cysmcoll_cyasscdeg_cybachdeg_cygraddeg_cyeducbasecyhinc0_cyhinc15_cyhinc25_cyhinc35_cyhinc50_cyhinc75_cyhinc100_cyhinc150_cyhinc200_cymedhinc_cyavghinc_cypci_cyagginc_cyagghinc_cyhincbasecypcigrwcyfymhigrwcyfyhinc0_fyhinc15_fyhinc25_fyhinc35_fyhinc50_fyhinc75_fyhinc100_fyhinc150_fyhinc200_fymedhinc_fyavghinc_fypci_fyagginc_fyagghinc_fyhincbasefygini_cyrat9010_cyrat9050_cyrat5010_cyshr8020_cyshr9040_cylotrhh_cymdtrhh_cyuptrhh_cygini_fyrat9010_fyrat9050_fyrat5010_fyshr8020_fyshr9040_fylotrhh_fymdtrhh_fyuptrhh_fycivlbfr_cyemp_cyindbase_cyindagri_cyindmin_cyindcons_cyindmanu_cyindwhtr_cyindrttr_cyindtran_cyindutil_cyindinfo_cyindfin_cyindre_cyindtech_cyindmgmt_cyindadmn_cyindeduc_cyindhlth_cyindarts_cyindfood_cyindotsv_cyindpubl_cyunemp_cyunemprt_cyoccbase_cyoccmgmt_cyoccbus_cyocccomp_cyoccarch_cyoccssci_cyoccssrv_cyocclegl_cyocceduc_cyoccent_cyocchtch_cyocchlth_cyoccprot_cyoccfood_cyoccbldg_cyoccpers_cyoccsale_cyoccadmn_cyoccfarm_cyocccons_cyoccmain_cyoccprod_cyocctran_cyowner_cyrenter_cyowner_fyrenter_fyrntgrwcyfytothh_cyavgia15_cyavgia25_cyavgia35_cyavgia45_cyavgia55_cyavgia65_cyavgia75_cydi0_cydi15_cydi25_cydi35_cydi50_cydi75_cydi100_cydi150_cydi200_cymeddi_cyaggdi_cyavgdi_cydibase_cynw0_cynw15_cynw35_cynw50_cynw75_cynw100_cynw150_cynw250_cynw500_cymednw_cyavgnw_cyaggnw_cynwbase_cyval0_cyval50k_cyval100k_cyval150k_cyval200k_cyval250k_cyval300k_cyval400k_cyval500k_cyval750k_cyval1m_cymedval_cyavgval_cyvalbase_cyval0_fyval50k_fyval100k_fyval150k_fyval200k_fyval250k_fyval300k_fyval400k_fyval500k_fyval750k_fyval1m_fymedval_fyavgval_fyvalbase_fywlthindxcysei_cywkb_geometry
01060259400003USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761148.41101.3342.977.5539.9010.9047.0819.4116.243.178.487.650.8319.1817.301.89852.07273.63156.34104.6510.851.79426.44178.94245.251.131.1165.2047.5312.891.513.2786.8052.3932.121.810.488.169.975.97232.695.116.6031.7712.0317.6744.3119.7424.5752.5721.8818.1012.5962.6323.6917.652.9210.727.65172.9042.3512.4613.8256.4225.8821.98335.76116.2817.2718.6512.8119.3648.18105.6618.8612.7618.5555.4945.546.671.014.910.768.483.805.3121.2768.2718.0350.2513.375.1612.033.458.487.75384.10103.1441.464.582.497.937.2010.5019.998.9985.1718.4811.4017.2219.1318.9352.8410.0211.5326.844.4666.7415.7138.1612.8753.178.9923.4920.6923.04181.1631.1738.4938.5223.7914.7314.9511.189.847.8029.20649.2465.6840.837.632.5914.6348.092.8013.8212.6410.478.3659.5120.6738.8577.4457.2720.1672.6322.667.5328.0714.38144.7321.6720.826.978.8486.422650.851774.69876.16161.05109.9646.648.2043.3011.8351.0921.0617.623.449.218.300.9020.8218.772.05924.67296.94169.66113.5711.781.94462.77194.19266.151.231.2070.7651.5813.991.643.5594.2056.8534.861.970.528.8510.826.47252.525.557.1634.4813.0619.1848.0821.4226.6757.0423.7419.6413.6667.9725.7119.153.1711.648.30187.6345.9513.5215.0061.2228.0823.85364.37126.1918.7420.2413.9121.0152.29114.6620.4613.8520.1360.2149.427.241.095.330.829.214.125.7723.0974.0919.5654.5314.515.6013.063.749.218.41416.82111.9345.004.972.718.617.8111.3921.699.7592.4220.0512.3718.6920.7620.5557.3410.8712.5129.124.8472.4217.0541.4213.9657.709.7525.4922.4625.00196.6033.8241.7741.8025.8215.9816.2312.1310.688.4731.69704.5671.2844.318.282.8115.8752.183.0315.0013.7211.369.0764.5922.4342.1584.0462.1521.8878.8224.598.1730.4615.60157.0623.5222.597.579.5993.79950.822876.711925.9022548.577493.5224469.798131.9922.021.026.021.014.016.021.015.08.016.014.018.026.034.028.029.011.09.028.027.026.018.027.022.021.014.015.014.026.029.019.029.027.017.011.07.0726.0709.0-0.47111.0204.0225.0197.0182.0211.095.0127.091.074.080586.0148104.0163350.0143022.0132132.0153186.068970.092202.066066.053724.032.040.0218.046.049.051.060.00.0496.0163.044.025.053.014.01.02.00.02.013988.025175.010542.07653245.07653245.0304.01.79-1.40172.034.021.049.016.01.03.00.03.013038.027320.011522.08168797.08168797.0299.046.515.83.25.017.56.0235.067.02.049.717.73.55.020.87.2229.067.03.0166.0132.0132.02.00.01.01.00.07.00.01.00.00.00.00.00.01.02.065.029.01.01.021.034.020.5132.028.06.00.00.00.07.00.02.01.05.00.033.01.02.018.01.016.07.01.01.01.02.0194.0110.0185.0114.00.72304.019834.023253.024379.026371.029757.021252.027900.0169.044.038.040.09.00.02.00.02.013491.06717364.022097.0304.0195.031.010.017.08.012.015.011.02.011692.078025.02.371974e+07304.090.038.04.00.010.01.038.00.013.00.00.059211.0152320.0194.085.045.03.00.08.00.032.00.012.00.00.058333.0142568.0185.016.028.70106000020E61000000100000001030000000100000060...
12060250108002USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761668.78445.64162.5237.22203.7942.11223.1490.8878.0912.7948.6644.713.9583.6076.327.283323.00992.98530.18415.9140.456.451731.53659.531064.622.604.78262.75192.3654.074.4711.85335.74183.41144.536.661.1438.5864.8835.35824.7517.8823.50109.8043.7764.88155.8666.7589.11185.6077.6764.0543.88223.4586.6162.9010.5038.6824.75611.07140.4744.2948.25201.9290.9885.161236.18450.0165.4066.0347.6276.84194.12394.0764.5750.1264.36215.03160.0223.083.1217.682.2930.5714.8717.8873.62232.0861.97170.1144.4017.9942.8411.1226.9326.831353.68372.34134.0316.648.8429.5330.1543.3675.4934.31264.4161.0335.1451.0556.9860.20187.2632.7542.0194.7217.78242.8955.00138.8149.08209.8229.95102.6377.2676.94611.2892.96121.55145.1591.7153.4453.9638.0532.5529.0198.052293.32225.73145.0522.887.8050.01163.258.4248.3542.7435.0428.70199.5372.47127.06286.77206.9279.85256.7279.0228.4998.3650.85550.0475.3877.7822.3630.36344.169780.816318.993461.81808.87539.00196.5645.02246.4850.93269.87109.9194.4415.4758.8654.074.78101.1192.308.804019.071200.98641.23503.0348.927.802094.23797.681287.623.145.78317.79232.6565.395.4114.33406.07221.84174.808.051.3846.6578.4742.76997.5121.6328.42132.8052.9478.47188.5180.74107.77224.4893.9477.4653.07270.25104.7576.0812.7046.7829.93739.07169.9053.5758.35244.22110.04103.001495.13544.2879.1079.8657.6092.93234.79476.6278.1060.6177.84260.07193.5427.923.7721.382.7736.9717.9821.6389.04280.6974.95205.7453.7021.7551.8113.4632.5732.451637.23450.33162.1020.1210.6935.7136.4752.4491.3041.50319.8073.8242.5161.7568.9172.81226.4939.6150.81114.5721.51293.7766.52167.8859.36253.7836.22124.1293.4493.06739.33112.43147.01175.56110.9264.6465.2746.0339.3635.09118.592773.70273.02175.4327.679.4360.49197.4410.1958.4851.6942.3834.71241.3387.65153.68346.84250.2696.58310.4995.5834.46118.9761.49665.2591.1794.0727.0436.72416.264186.9611829.587642.6388306.0028107.79106803.4133995.5128.030.032.023.019.018.022.045.026.030.027.021.029.028.024.010.06.06.026.027.030.027.013.018.024.036.036.017.017.025.037.037.011.09.07.06.0827.0818.0-0.2299.0144.091.0253.069.0153.091.086.095.069.081873.0119088.075257.0209231.057063.0126531.075257.071122.078565.057063.029.082.0168.00.0196.012.040.045.0572.015.025.028.019.027.066.055.011.027.081397.0103977.034358.028414188.028385638.0273.03.792.1514.017.021.015.024.062.064.015.037.090537.0125757.041390.033857204.033828654.0269.038.610.32.44.214.83.069.0173.031.036.69.62.34.116.53.153.0174.042.0355.0323.0323.094.00.06.00.038.030.00.018.00.00.05.034.00.00.043.021.00.02.010.022.032.09.0323.063.01.00.00.09.04.06.019.00.00.04.014.05.024.00.061.030.014.05.011.011.042.0210.063.0209.060.0-0.97273.062538.0110582.0122045.0132184.0107896.077924.068508.019.029.027.023.065.043.042.013.012.062116.021140871.077439.0273.036.015.06.011.017.030.041.039.042.0192356.0963925.02.631516e+08273.00.00.00.05.014.022.0113.039.014.03.00.0356637.0374048.0210.00.00.00.04.013.021.0112.041.015.03.00.0359375.0378230.0209.099.058.20106000020E610000001000000010300000001000000F7...
23060250108001USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761662.82489.24238.3638.89164.1647.84173.5897.1178.9718.1423.8619.684.1852.6148.434.183613.661171.51613.67482.0867.418.351799.97730.461058.294.536.68306.24230.0152.616.6816.94335.95185.15141.617.511.6762.7530.6620.881059.1328.7536.74170.0049.9974.32180.8680.53100.33250.76103.9190.1956.67267.70104.7468.9510.9749.6333.41895.33209.7255.9571.82322.22128.84106.771468.08500.0982.4375.0452.6177.90212.11474.2181.7256.4378.50257.57194.9333.282.7427.562.9838.0516.7020.1686.73298.8487.80211.0464.5418.0146.7613.6037.5830.541736.03486.50238.7218.979.1944.7419.4537.5877.5440.32462.8895.5640.32109.76104.03113.22262.0944.8657.98149.609.66241.5852.49144.9544.14176.9232.9362.5181.48106.05807.41147.33178.95191.11120.1470.9866.0939.9753.3234.0096.633087.07359.45219.1540.6817.1882.43221.8911.9361.3259.1745.6943.78285.9680.29205.67398.57295.26103.31380.32111.7834.95151.1582.43633.4799.1492.2236.0326.72379.3611973.588245.643727.95791.10583.93284.4946.42195.9257.10207.17115.9094.2621.6428.4823.494.9962.7957.814.994313.051398.24732.44575.3880.459.972148.34871.841263.125.417.97365.51274.5262.797.9720.22400.96220.99169.018.971.9974.9036.6024.921264.1134.3243.86202.9059.6688.71215.8696.11119.75299.29124.02107.6467.64319.51125.0182.3013.1059.2339.871068.62250.3266.7885.72384.59153.78127.441752.21596.8898.3989.5662.7992.98253.16565.9997.5367.3593.69307.41232.6639.733.2732.893.5645.4219.9324.06103.51356.68104.79251.8877.0321.5055.8216.2344.8536.452072.01580.66284.9222.6410.9753.4023.2144.8592.5548.13552.46114.0548.13130.99124.16135.12312.8253.5369.20178.5511.53288.3462.65173.0052.68211.1639.3074.6197.25126.58963.68175.85213.58228.10143.3884.7278.8847.7063.6440.58115.343684.55429.01261.5648.5520.5198.39264.8414.2473.1870.6254.5352.25341.3095.83245.47475.71352.41123.31453.93133.4241.72180.4098.39756.08118.32110.0743.0031.90452.794449.4514290.969841.51109536.9241360.74130736.7549365.7110.012.09.018.09.012.010.016.015.09.011.024.025.013.09.011.08.03.012.011.010.015.012.011.012.05.08.013.020.019.020.010.012.010.05.06.0435.0429.0-0.28183.0259.0205.0408.090.0292.0170.0135.0192.081.079605.0112665.089175.0177480.039150.0127020.073950.058725.083520.035235.02.038.0152.00.061.05.044.015.0317.018.07.010.021.027.018.016.04.027.064466.0119298.040589.017656039.017656039.0148.03.614.4916.04.07.016.025.019.021.06.032.080299.0142387.048458.020788500.020788500.0146.045.418.03.45.229.86.136.084.028.042.116.72.85.928.26.228.084.034.0236.0220.0220.034.00.020.00.08.07.00.07.00.00.010.07.00.00.010.02.00.088.013.014.016.06.8220.042.00.00.00.01.00.01.08.04.00.014.01.00.02.00.090.09.08.020.016.01.03.0106.042.0106.040.0-0.97148.044625.082156.0194215.0187033.087443.0108007.092030.019.010.013.023.029.011.016.013.014.055717.012771428.086293.0148.030.04.02.06.05.08.021.022.018.0236695.01810849.02.680057e+08148.07.03.01.04.00.018.024.05.043.01.00.0383333.0420519.0106.07.04.01.03.00.017.022.05.046.01.00.0395455.0428066.0106.0150.053.90106000020E610000001000000010300000001000000B6...
34060250111003USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761257.18168.2472.2012.7566.7916.5188.9439.5132.037.4816.8415.611.2232.5929.023.571806.26573.10337.79214.8915.804.61893.82395.60492.531.743.95142.70105.2626.572.308.56196.65118.1974.123.430.8915.9420.5114.30374.809.2210.1653.3822.0126.9570.4631.0939.3781.8437.6325.2119.00100.7934.3832.733.2918.4411.95282.6276.5218.9119.4390.6340.9636.17579.73212.3128.6430.8121.5939.1892.09185.9229.0719.4733.06104.3273.849.831.087.760.9912.895.749.6035.79107.6626.0181.6521.788.7019.616.0711.9513.55676.99194.0673.099.553.1516.7912.8918.8638.6621.07136.1629.5421.3524.0328.2732.9781.5115.2416.8841.677.71124.4530.1073.0921.2698.3012.9348.9136.4542.52305.4852.4464.4857.9934.9523.0523.3319.6116.3714.2557.001107.34100.2364.4811.153.2021.4079.253.2927.0919.7516.7412.3798.6734.9563.73140.30108.5031.79115.2836.9711.1946.1920.93268.1332.9234.009.4117.21174.594878.503021.491857.00291.15190.4681.7314.4375.6118.69100.6944.7336.268.4719.0617.681.3836.9032.854.052044.90648.81382.42243.2817.895.221011.91447.86557.601.974.47161.55119.1730.082.619.69222.63133.8183.923.891.0118.0523.2216.19424.3210.4411.5060.4324.9230.5179.7635.2044.5792.6542.6028.5421.51114.1138.9237.063.7320.8713.53319.9686.6321.4121.99102.6146.3840.95656.32240.3632.4334.8824.4444.35104.26210.4932.9122.0437.43118.1083.6011.131.228.781.1214.596.5010.8640.52121.8829.4592.4424.659.8522.206.8713.5315.34766.44219.7082.7510.813.5719.0114.5921.3543.7723.85154.1533.4424.1827.2132.0037.3392.2817.2519.1247.188.73140.8934.0882.7524.07111.2914.6455.3841.2748.14345.8459.3773.0065.6539.5626.0926.4122.2018.5316.1364.541253.65113.4773.0012.623.6224.2389.723.7330.6722.3618.9614.00111.7139.5672.15158.84122.8436.00130.5141.8512.6752.2923.69303.5637.2738.5010.6519.49197.652102.355523.043420.6941817.3213076.4047342.2314804.0574.077.069.061.067.072.053.047.031.032.031.041.039.028.014.012.011.08.065.068.061.048.050.074.070.060.034.036.050.034.040.043.020.018.011.08.01557.01514.0-0.56111.0199.0215.0301.076.0224.095.0113.093.086.0172827.0309843.0334755.0468657.0118332.0348768.0147915.0175941.0144801.0133902.0146.086.0166.018.0277.0133.091.00.0917.082.055.070.0119.098.023.026.09.00.038030.047033.014560.022669812.022669812.0482.02.741.3882.044.060.0106.0106.028.035.013.00.040724.053247.016671.025239172.025239172.0474.038.39.52.24.316.52.4213.0266.03.039.411.62.54.720.12.8192.0277.05.0588.0422.0422.055.00.039.015.00.097.018.00.00.00.00.023.00.00.00.061.00.039.054.021.0166.028.2422.024.00.00.018.00.00.024.024.00.00.089.00.00.00.010.0120.00.033.015.029.00.036.0263.0219.0276.0198.0-2.00482.043938.053847.048173.044625.044021.042879.044821.090.067.072.0137.074.021.021.00.00.035787.019215140.039865.0482.0223.049.011.021.017.072.046.026.013.020067.0113685.05.479631e+07482.077.014.08.045.025.04.02.00.086.02.00.0186111.0284316.0263.085.018.07.040.023.04.02.00.094.03.00.0185000.0288768.0276.028.033.60106000020E61000000100000001030000000100000049...
45060730100132USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761328.89218.6394.7916.0087.5920.25110.2648.0539.498.5620.8919.241.6541.3237.014.312268.57737.46430.41282.6118.715.721115.28485.66622.422.664.54167.10120.0034.002.8910.21248.73149.0494.384.311.0017.1822.7916.76483.8311.8112.2865.7530.6435.0092.9640.6152.36106.0749.4632.5824.02129.3243.8043.094.3123.0815.05368.43101.2324.4324.97118.8853.3645.57760.42278.7135.9541.2627.5752.65121.30244.4238.5424.5043.92137.4794.9712.161.479.391.3015.887.4412.3447.16142.3133.64108.6729.4511.7525.568.5015.9417.47912.64257.2396.5711.864.0122.0217.5324.7951.8828.57192.5439.2531.8234.4138.0748.99104.3619.8321.3152.7710.45171.4140.96101.5228.92131.2717.6565.4048.2255.84398.9569.5382.4076.6846.0430.6429.6926.3220.3617.2476.731424.63126.8579.3315.824.4327.27103.654.3736.2425.0322.4915.52127.2646.4580.81177.61137.5340.08147.9748.6413.8758.7926.68342.3544.0943.9212.2820.30221.766275.243949.952325.29369.01245.30106.3617.9598.2822.71123.7153.9144.309.6023.4421.591.8546.3641.524.832545.33827.43482.92317.0921.006.421251.34544.91698.352.985.10187.49134.6438.153.2511.46279.08167.22105.904.831.1219.2725.5618.81542.8513.2513.7873.7834.3739.27104.3145.5658.74119.0155.5036.5626.96145.1049.1448.344.8325.8916.89413.38113.5827.4228.01133.3859.8751.12853.19312.7240.3346.2930.9359.07136.09274.2443.2527.4849.27154.24106.5613.641.6610.531.4617.828.3413.8452.92159.6737.75121.9233.0413.1828.679.5417.8819.601023.99288.61108.3413.314.5024.7019.6727.8258.2132.05216.0344.0435.7038.6142.7154.97117.0922.2523.9159.2111.72192.3245.96113.9132.45147.2919.8073.3854.1162.65447.6278.0192.4586.0351.6634.3733.3129.5422.8519.3486.091598.43142.3289.0117.754.9730.60116.294.9040.6628.0825.2317.42142.7852.1290.67199.27154.3144.97166.0354.5715.5665.9629.93384.1149.4749.2713.7822.78248.812608.977040.824431.8452975.5316497.7859438.5018510.5025.027.025.028.033.038.035.024.021.018.020.023.018.015.013.09.06.05.028.029.027.029.025.041.038.029.021.021.025.026.027.022.018.016.07.07.0819.0802.0-0.42195.0178.0343.0124.0369.0120.0199.0121.0193.0350.0159705.0145782.0280917.0101556.0302211.098280.0162981.099099.0158067.0286650.0162.064.0106.078.087.013.033.00.0543.012.052.012.018.084.020.028.02.00.053437.059025.016432.013457734.013457734.0228.02.401.0012.042.011.016.082.023.035.03.00.056166.066226.018497.014834583.014834583.0224.033.56.31.93.28.81.977.0150.01.032.96.51.93.310.02.066.0157.01.0401.0359.0359.00.00.012.016.07.051.045.00.015.00.01.019.00.018.029.053.08.034.022.029.042.010.5359.01.00.05.00.00.010.00.021.020.07.017.01.034.050.027.033.045.00.07.016.013.052.023.0205.024.0200.0-0.49228.049219.069274.069080.061886.054295.059203.036528.019.048.013.044.066.020.018.00.00.045568.011513986.050500.0228.099.047.014.025.012.09.014.04.01.018901.0100866.02.299752e+07228.02.00.00.02.00.01.03.05.02.01.02.0470000.0797826.023.01.00.00.01.00.01.02.04.03.01.01.0750000.01082292.024.033.037.70106000020E6100000010000000103000000010000004C...
.......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................
21672168060730174051USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761755.09485.66170.1831.84234.2949.35269.43103.7688.1215.6458.9353.974.96106.7495.6111.133621.911026.40559.79418.4738.669.471913.67714.341192.952.314.08320.54242.6662.574.6310.68361.30212.70141.545.181.8727.6571.9348.91928.4723.0224.45113.6861.1377.66182.1977.88104.31197.7284.8267.3045.60248.6197.1571.6011.3541.7526.77699.03169.9649.9053.65223.72103.5498.251468.22545.0371.7179.3158.93100.79234.29495.4676.4457.9484.49276.59180.1024.012.0919.282.6430.7316.3019.7289.33247.6264.99182.6345.0518.5144.8313.2230.7330.291548.96398.97132.8418.286.6130.7332.6150.1284.9342.85273.2957.8338.3351.5559.3766.20213.2538.4448.36101.1225.34295.8770.61169.8555.41270.9736.13148.7086.1496.60658.8284.38124.14164.46104.9759.4864.4442.6332.7229.41116.652442.62232.53145.8425.567.2753.86181.098.1560.1444.8336.1331.84200.0471.27128.77281.33198.1683.16283.4290.1030.07111.8051.44605.4087.1387.1325.2230.18375.7310857.687087.293770.39898.63577.98202.5437.89278.8358.73320.65123.49104.8718.6270.1364.245.90127.03113.7913.244310.401221.51666.20498.0146.0111.272277.44850.121419.722.754.85381.47288.7974.465.5112.72429.98253.14168.456.162.2332.9185.6058.201104.9627.4029.10135.2972.7692.42216.8292.68124.14235.31100.9480.1054.27295.87115.6285.2113.5049.6831.86831.90202.2759.3863.84266.25123.22116.931747.31648.6485.3494.3870.13119.95278.83589.6590.9868.95100.55329.17214.3328.582.4922.943.1536.5719.4023.47106.31294.6977.34217.3553.6222.0253.3615.7336.5736.051843.40474.81158.0921.767.8636.5738.8059.65101.0750.99325.2468.8245.6261.3570.6678.79253.7945.7557.55120.3430.15352.1184.03202.1465.94322.4943.00176.97102.51114.97784.05100.41147.74195.72124.9370.7976.6950.7338.9335.00138.832906.94276.73173.5630.418.6564.10215.519.7071.5753.3643.0037.89238.0684.82153.25334.81235.8398.97337.30107.2335.79133.0661.22720.48103.69103.6930.0235.92447.154487.1112921.648434.5393009.0427862.51110689.3133158.9438.039.043.046.049.055.042.048.039.050.024.034.045.039.019.011.06.04.029.029.032.037.032.031.038.037.038.038.035.035.037.025.022.011.06.07.01150.01180.00.5226.014.05.014.028.09.028.077.013.056.029900.016100.05750.016100.032200.010350.032200.088550.014950.064400.0369.023.070.00.088.061.064.0101.0776.013.00.081.042.062.021.034.066.039.065272.0110152.034291.039434290.039434290.0358.03.642.6211.05.099.048.022.05.09.0119.051.074273.0131091.040994.048372759.048372759.0369.040.97.53.12.411.73.196.0199.063.040.18.02.92.814.24.4118.0158.093.0696.0682.0682.00.00.0190.09.00.00.00.00.014.012.00.00.00.030.060.025.00.028.0231.083.014.02.0682.041.00.00.00.00.09.00.038.00.014.00.078.031.0244.027.00.021.00.0179.00.00.00.0283.075.0294.075.00.00358.051750.093810.0138126.0148559.0122982.077428.035132.013.026.071.052.051.023.084.020.018.056491.028843010.080567.0358.053.012.07.017.016.025.064.064.050.0218278.0619474.02.217718e+08358.00.03.00.00.00.00.00.03.020.0159.096.0931604.0977739.0283.00.02.00.00.00.00.00.02.014.0161.0112.0950311.01006548.0294.084.046.40106000020E6100000010000000103000000010000006C...
21682169060730077014USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761693.08425.13165.1631.04181.6347.30267.95108.9889.0219.9647.1042.414.69111.87100.4911.383737.161120.91659.15412.0639.829.881910.00794.481103.546.095.89333.52244.5067.465.3916.17372.74231.83131.937.581.4025.8541.3140.32811.3418.8621.26107.1853.2967.96159.8769.3690.52174.8475.0557.5842.21208.0878.9462.279.1835.3322.35606.56151.1942.7144.81193.9089.8284.131267.31461.3662.0768.8649.7083.83196.90418.1565.7647.8071.25233.32161.2723.152.7917.962.3927.9413.8718.5677.74226.5459.98166.5642.1116.8739.7212.3726.4529.041375.19365.25133.6317.765.9925.5530.4439.9275.2536.72254.9857.4836.6347.9054.8958.08175.5432.9337.9284.7319.96270.9563.87158.4848.60221.9530.64111.3779.9486.52614.7488.82129.24134.3383.2351.1052.8938.1232.6329.04109.672317.06211.77134.6322.756.6947.70162.177.1953.3940.6233.4327.54210.4775.45135.02274.84203.8870.96255.8882.5325.65101.5946.11587.2076.1576.8420.8638.62374.7310222.106377.463844.64810.73497.30193.2036.31212.4655.33313.44127.48104.1323.3555.1049.615.49130.86117.5513.314371.531311.18771.04482.0046.5811.562234.21929.331290.877.126.89390.13286.0078.916.3018.91436.01271.18154.328.871.6330.2348.3347.16949.0622.0624.86125.3762.3479.50187.0181.13105.88204.5287.7967.3649.38243.4092.3472.8410.7441.3226.15709.52176.8549.9652.41226.82105.0698.411482.43539.6772.6180.5558.1498.06230.32489.1276.9355.9283.35272.93188.6427.083.2721.012.8032.6916.2321.7190.94264.9970.16194.8349.2619.7346.4614.4830.9433.971608.62427.25156.3120.787.0029.8835.6046.6988.0242.96298.2667.2442.8456.0364.2167.94205.3438.5244.3699.1123.35316.9474.71185.3856.85259.6235.84130.2893.51101.21719.09103.90151.17157.1397.3659.7761.8744.5938.1733.97128.292710.38247.71157.4826.627.8255.80189.708.4162.4547.5139.1132.22246.2088.25157.94321.49238.4983.00299.3196.5430.00118.8453.93686.8889.0789.8924.4045.18438.344497.2511957.277460.0185916.6725141.21100500.7129408.836.04.03.06.091.0147.094.048.026.018.015.013.015.09.010.04.04.02.07.05.03.06.0112.097.057.024.016.09.06.012.06.012.03.07.07.04.0908.0892.0-0.35113.022.08.031.027.020.0129.0106.0143.071.0102604.019976.07264.028148.024516.018160.0117132.096248.0129844.064468.00.00.00.00.0106.091.0392.076.0665.065.015.032.038.097.074.040.0104.024.074078.099796.053745.048800462.048800462.0489.03.212.9056.011.024.028.085.074.044.0130.029.085479.0116736.062949.056150218.056150218.0481.040.315.72.46.621.22.9114.0314.061.037.314.32.16.619.83.192.0314.075.0765.0736.0736.00.00.077.024.01.029.023.00.056.034.035.071.012.020.01.095.037.0187.032.02.029.03.8736.066.053.024.082.035.01.00.01.01.090.02.01.0152.00.046.016.0110.00.018.01.00.037.058.0431.059.0422.0-0.42489.072325.0112473.0109494.0107233.0102279.095292.037377.066.023.035.067.0113.041.0119.015.010.059164.035821768.073255.0489.0215.070.021.072.025.029.029.018.06.020806.071953.03.518479e+07489.00.00.00.00.00.00.00.00.01.04.052.01230769.01221983.058.00.00.00.00.00.00.00.00.01.04.053.01231132.01222458.059.050.071.70106000020E61000000100000001030000000100000028...
21692170060730211022USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761335.29233.0583.4616.95109.3823.26102.2341.3135.425.9022.5320.711.8338.3935.053.341634.85507.41264.19222.4617.163.60827.10303.31519.621.772.40141.51109.0724.512.615.32158.8389.3566.142.710.6315.6031.4515.86425.319.8111.8455.0323.5233.9083.4035.7847.6293.2139.4932.3421.38114.6046.3230.305.5818.8313.56335.4478.9225.0427.33112.2047.3644.60657.63239.3632.1334.6325.3542.35104.90221.7834.4325.6638.29123.4181.0010.851.368.091.4115.348.099.4937.24115.4830.8884.6022.488.5021.285.3213.9313.09698.84187.4664.948.193.6015.2813.9822.4341.3617.68138.3831.6118.3125.8729.3133.2895.9716.9021.2348.359.49122.3728.3770.6823.31110.2716.4855.0338.7644.39311.5545.6460.5078.7649.7129.0528.1718.9915.9614.2949.241175.01118.5176.3111.843.9726.3987.213.8125.2423.0019.1915.9699.2136.6262.59143.81101.1442.67134.4241.3114.2952.1126.70280.3141.5242.2011.6812.62172.294989.993292.231697.76373.59259.6792.9918.89121.8725.92113.9146.0339.466.5725.1123.072.0442.7739.053.721821.62565.38294.37247.8819.124.01921.59337.96578.981.982.67157.68121.5327.322.915.93176.9799.5673.693.020.7017.3835.0517.67473.9010.9313.1961.3226.2137.7892.9339.8753.06103.8644.0036.0323.83127.6951.6133.776.2220.9815.11373.7687.9427.9030.45125.0152.7749.69732.76266.7135.8038.5928.2547.19116.88247.1238.3628.5942.66137.5190.2612.091.519.011.5717.099.0110.5841.50128.6734.4194.2725.059.4723.715.9315.5214.59778.68208.8872.369.134.0117.0315.5824.9946.0919.70154.1935.2220.4028.8332.6637.08106.9418.8323.6553.8810.58136.3531.6278.7525.98122.8618.3661.3243.1849.46347.1550.8567.4287.7655.3932.3731.3821.1517.7815.9354.861309.25132.0585.0313.194.4229.4197.174.2428.1325.6321.3917.78110.5440.8069.74160.24112.6947.54149.7746.0315.9358.0629.76312.3346.2647.0213.0214.06191.971891.725560.073668.3544964.3214649.8150101.2516323.4817.019.019.019.019.019.025.037.016.029.025.024.034.030.039.018.012.06.023.025.025.020.016.026.028.024.018.019.017.024.033.038.028.017.07.05.0800.0787.0-0.3374.091.097.014.0126.092.072.0108.057.0111.059200.072800.077600.011200.0100800.073600.057600.086400.045600.088800.00.00.0168.0223.094.051.062.00.0598.073.015.058.024.063.052.030.00.00.041242.052160.020538.016430273.016430273.0315.02.193.9379.011.040.025.056.056.043.00.00.050000.058119.022893.018016971.018016971.0310.040.515.22.46.423.52.9147.0168.00.041.217.52.18.527.64.0131.0179.00.0231.0179.0179.00.00.046.00.00.096.00.00.00.00.00.00.00.00.00.021.016.00.00.00.052.022.5179.00.00.00.00.022.00.00.00.00.026.023.00.00.00.00.066.00.00.042.00.00.00.0315.00.0310.00.00.00315.041566.055338.061068.060940.054308.047481.036272.075.030.048.040.076.030.016.00.00.036262.013808825.043838.0315.079.016.09.016.016.026.056.060.031.0139177.0249332.07.853956e+07315.00.00.067.01.029.034.01.0161.04.03.04.0415839.0409841.0315.00.00.052.00.025.031.00.0168.03.03.06.0427976.0489516.0310.037.051.80106000020E61000000100000001030000000100000039...
21702171060730134231USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761983.91655.67235.6155.12302.9162.03328.24133.60111.7221.8870.4265.325.10124.22112.7111.525567.011712.31939.82703.5558.0810.862837.881122.121701.453.4510.86469.74355.2387.706.0920.73547.08308.34226.5610.201.9763.67107.7767.461199.7827.9735.21165.6969.6094.77223.2795.43127.84266.71113.3690.3363.02316.56119.6296.0912.8354.4633.56914.97221.1364.6668.94303.24131.79125.211857.42689.8996.2594.9471.74122.91304.06602.5292.3068.2899.21342.72234.4635.704.1128.303.2943.2720.9026.82107.77330.5587.20243.3563.1825.3459.7317.4437.6839.982015.05563.86197.9326.9810.5347.5540.8065.65120.9353.47384.1993.4548.3768.9480.9592.47256.0144.9254.46131.1325.50371.1984.90215.8770.42317.0642.61158.28116.16122.74911.35138.37187.90206.49130.3176.1876.6755.6150.5146.40149.403491.08330.22213.8932.9110.3773.05239.0710.6976.3460.7150.5140.80300.27105.96194.32445.06329.40115.67380.24117.9739.49148.0874.70884.86105.47118.9630.4455.78574.2215284.229478.315805.911156.57770.73276.9664.79356.0672.91385.85157.05131.3225.7282.7876.785.99146.02132.4813.546543.932012.791104.74827.0168.2712.763335.881319.042000.024.0612.76552.18417.57103.097.1624.37643.08362.44266.3211.992.3274.85126.6879.301410.3232.8841.39194.7681.81111.40262.45112.18150.28313.51133.26106.1874.08372.12140.61112.9515.0964.0239.461075.54259.9476.0181.04356.45154.92147.182183.37810.95113.14111.6084.33144.48357.42708.26108.5080.26116.62402.87275.6041.974.8333.273.8750.8724.5631.53126.68388.55102.51286.0574.2729.7870.2120.5044.2947.002368.66662.81232.6731.7212.3855.8947.9677.17142.1562.86451.61109.8556.8681.0495.16108.69300.9452.8064.02154.1529.98436.3399.80253.7582.78372.6950.09186.06136.55144.281071.28162.66220.87242.73153.1889.5590.1365.3759.3854.54175.614103.71388.17251.4338.6812.1985.87281.0212.5789.7471.3759.3847.96352.97124.55228.41523.17387.20135.96446.96138.6746.42174.0787.811040.14123.97139.8335.7865.56674.996824.7517966.3511141.60137827.8343107.74162014.3450672.4477.088.087.076.047.064.088.086.079.085.071.053.046.030.022.011.07.05.077.088.086.068.042.070.096.091.088.090.074.047.044.039.026.013.010.07.02078.02033.0-0.4454.029.06.017.04.040.058.061.054.081.0112212.060262.012468.035326.08312.083120.0120524.0126758.0112212.0168318.012.00.0140.00.0107.0423.0317.0343.01342.026.022.08.06.087.061.0186.048.0165.0119077.0164534.048220.0100201289.0100201289.0609.03.401.6323.015.06.04.089.076.0128.038.0220.0129092.0193407.056985.0115850791.0115850791.0599.031.25.02.02.512.13.156.0370.0183.030.44.71.92.515.24.244.0321.0234.01103.01089.01089.00.00.098.039.00.017.025.00.012.03.00.065.02.049.0355.0247.08.065.037.067.014.01.31089.0143.076.056.013.065.00.00.0228.01.056.070.039.051.031.045.06.098.00.011.078.011.011.0500.0109.0496.0103.0-1.13609.071400.0133925.0172520.0193768.0180914.0123641.078215.028.023.07.038.098.0110.0155.074.076.0100094.070333106.0115490.0609.044.017.011.025.034.035.064.099.099.0412633.01839626.01.120332e+09609.00.01.00.01.00.00.08.016.0148.0292.027.0815068.0809500.0500.00.00.00.00.00.00.05.011.0113.0325.034.0841538.0843145.0496.0173.068.40106000020E6100000010000000103000000010000006C...
21712172060730091023USABlockApportionment:US.BlockGroups;PointsLayer:...2.1912.5761590.34367.52151.7427.61143.5844.60222.8189.6771.9317.7437.4833.783.7095.6586.169.493768.051169.95722.43395.8042.139.581889.81857.941016.519.585.79323.97235.1563.485.8819.45384.32246.25127.069.581.4227.5230.9422.49826.1518.2221.35115.3053.3364.53159.9070.7989.11181.4478.8658.2644.32212.0977.3464.539.2037.2923.72606.75154.5843.2743.46193.2090.7281.511256.40450.9462.5469.6548.3080.00190.45398.5565.3844.9869.56218.64167.0123.723.4218.132.1829.3213.5721.2679.14239.8962.73177.1745.9317.5541.0913.5727.6131.411425.21387.45152.3118.796.1727.9030.6538.8174.9737.86277.4762.4442.7052.1059.7860.45177.4534.4537.7786.6418.60282.7868.42163.9850.39212.0930.65100.2181.2387.97651.45104.00140.92123.7474.8748.8751.5340.9037.5831.88120.892399.39218.35138.5424.397.1248.30169.107.3155.3243.1835.2128.09227.1883.32143.86287.43217.9769.46258.7882.7526.00102.6847.35587.1175.0674.9721.4543.94371.7010362.906513.903849.00687.08427.76176.6032.14167.1151.91259.33104.3783.7220.6543.6339.324.31111.33100.2811.044385.591361.69840.83460.6749.0411.162199.53998.541183.1011.166.74377.06273.6873.896.8522.64447.31286.61147.8911.161.6632.0336.0126.17961.5421.2124.85134.1962.0775.10186.1082.39103.71211.1791.7867.8151.58246.8590.0175.1010.7143.4127.61706.19179.9250.3650.59224.87105.5994.871462.31524.8472.7881.0756.2293.11221.67463.8776.1052.3580.96254.47194.3927.613.9821.092.5434.1315.7924.7492.11279.2173.00206.2053.4620.4347.8215.7932.1436.561658.79450.95177.2721.877.1832.4735.6745.1787.2544.07322.9472.6749.7060.6469.5870.35206.5340.0943.96100.8421.65329.1379.63190.8558.65246.8535.67116.6394.54102.38758.21121.05164.01144.0287.1456.8859.9747.6043.7437.11140.712792.63254.14161.2528.398.2856.22196.818.5164.3950.2540.9732.69264.4196.97167.44334.54253.6980.85301.1996.3130.26119.5055.11683.3387.3687.2524.9651.14432.624479.8012061.257581.4584946.4525277.6798868.1729420.3925.023.020.023.038.063.095.060.044.019.020.016.013.010.09.05.03.02.020.018.015.020.051.061.063.050.036.025.017.018.011.016.011.08.06.05.0939.0919.0-0.43107.027.07.019.067.016.0121.088.0123.0150.0100473.025353.06573.017841.062913.015024.0113619.082632.0115497.0140850.012.013.042.09.0200.066.0285.059.0686.021.096.029.047.0111.019.075.043.044.058528.094894.049013.046023662.046023662.0485.03.102.6920.073.023.039.0109.021.086.053.051.066840.0110446.057086.052461752.052461752.0475.043.911.23.33.416.93.6149.0277.059.041.511.33.03.718.03.4118.0287.070.0600.0583.0583.00.00.035.054.06.078.078.015.00.021.045.082.00.025.022.035.05.037.021.024.017.02.8583.047.042.033.040.010.00.00.00.044.07.00.06.038.06.014.059.0116.00.00.030.018.073.098.0387.099.0376.0-0.58485.048817.080065.0129037.0116897.0109582.074339.065314.033.091.038.077.079.045.080.023.019.050756.034319716.070762.0485.0202.064.018.030.032.037.039.024.019.024990.0156791.07.604382e+07485.00.00.00.00.00.00.00.06.085.04.01.0626471.0658929.098.00.00.00.00.00.00.00.05.082.06.02.0635671.0699495.099.052.044.00106000020E6100000010000000103000000010000004C...
\n", "

2172 rows × 588 columns

\n", "
" ], "text/plain": [ " ogc_fid statefp countyfp tractce blkgrpce source_cou aggregatio population apportionm has_data x2001_a x2002_a x2003_a x2004_a x2005_a x2006_a x2007_a x2008_a x2009_a x2010_a x2011_a x2012_a x2013_a x2014_a x2015_a x2016_a x1131_a x1132_a x1133_a x1134_a x1135_a x1136_a x1137_a x1138_a x1139_a x1140_a x1141_a x1142_a x1143_a x1144_a x1145_a x1146_a x1147_a x1148_a x1149_a x1150_a x1151_a x1152_a x1154_a x1155_a x1004_a x1005_a x1006_a x1007_a x1008_a x1009_a x1010_a x1011_a x1012_a x1013_a x1014_a x1015_a x1016_a x1017_a x1018_a x1019_a x1020_a x1021_a x1022_a x1053_a x1054_a x1055_a x1056_a x1057_a x1058_a x1059_a x1060_a x1061_a x1062_a x1063_a x1064_a x1065_a x1066_a x1067_a x1068_a x1069_a x1070_a x1071_a x1072_a x1073_a x1074_a x1075_a x1076_a x1077_a x1078_a x1079_a x1080_a x1081_a x1082_a x1083_a x1084_a x1085_a x1086_a x1087_a \\\n", "0 1 06 025 940000 3 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 148.41 101.33 42.97 7.55 39.90 10.90 47.08 19.41 16.24 3.17 8.48 7.65 0.83 19.18 17.30 1.89 852.07 273.63 156.34 104.65 10.85 1.79 426.44 178.94 245.25 1.13 1.11 65.20 47.53 12.89 1.51 3.27 86.80 52.39 32.12 1.81 0.48 8.16 9.97 5.97 232.69 5.11 6.60 31.77 12.03 17.67 44.31 19.74 24.57 52.57 21.88 18.10 12.59 62.63 23.69 17.65 2.92 10.72 7.65 172.90 42.35 12.46 13.82 56.42 25.88 21.98 335.76 116.28 17.27 18.65 12.81 19.36 48.18 105.66 18.86 12.76 18.55 55.49 45.54 6.67 1.01 4.91 0.76 8.48 3.80 5.31 21.27 68.27 18.03 50.25 13.37 5.16 12.03 3.45 \n", "1 2 06 025 010800 2 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 668.78 445.64 162.52 37.22 203.79 42.11 223.14 90.88 78.09 12.79 48.66 44.71 3.95 83.60 76.32 7.28 3323.00 992.98 530.18 415.91 40.45 6.45 1731.53 659.53 1064.62 2.60 4.78 262.75 192.36 54.07 4.47 11.85 335.74 183.41 144.53 6.66 1.14 38.58 64.88 35.35 824.75 17.88 23.50 109.80 43.77 64.88 155.86 66.75 89.11 185.60 77.67 64.05 43.88 223.45 86.61 62.90 10.50 38.68 24.75 611.07 140.47 44.29 48.25 201.92 90.98 85.16 1236.18 450.01 65.40 66.03 47.62 76.84 194.12 394.07 64.57 50.12 64.36 215.03 160.02 23.08 3.12 17.68 2.29 30.57 14.87 17.88 73.62 232.08 61.97 170.11 44.40 17.99 42.84 11.12 \n", "2 3 06 025 010800 1 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 662.82 489.24 238.36 38.89 164.16 47.84 173.58 97.11 78.97 18.14 23.86 19.68 4.18 52.61 48.43 4.18 3613.66 1171.51 613.67 482.08 67.41 8.35 1799.97 730.46 1058.29 4.53 6.68 306.24 230.01 52.61 6.68 16.94 335.95 185.15 141.61 7.51 1.67 62.75 30.66 20.88 1059.13 28.75 36.74 170.00 49.99 74.32 180.86 80.53 100.33 250.76 103.91 90.19 56.67 267.70 104.74 68.95 10.97 49.63 33.41 895.33 209.72 55.95 71.82 322.22 128.84 106.77 1468.08 500.09 82.43 75.04 52.61 77.90 212.11 474.21 81.72 56.43 78.50 257.57 194.93 33.28 2.74 27.56 2.98 38.05 16.70 20.16 86.73 298.84 87.80 211.04 64.54 18.01 46.76 13.60 \n", "3 4 06 025 011100 3 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 257.18 168.24 72.20 12.75 66.79 16.51 88.94 39.51 32.03 7.48 16.84 15.61 1.22 32.59 29.02 3.57 1806.26 573.10 337.79 214.89 15.80 4.61 893.82 395.60 492.53 1.74 3.95 142.70 105.26 26.57 2.30 8.56 196.65 118.19 74.12 3.43 0.89 15.94 20.51 14.30 374.80 9.22 10.16 53.38 22.01 26.95 70.46 31.09 39.37 81.84 37.63 25.21 19.00 100.79 34.38 32.73 3.29 18.44 11.95 282.62 76.52 18.91 19.43 90.63 40.96 36.17 579.73 212.31 28.64 30.81 21.59 39.18 92.09 185.92 29.07 19.47 33.06 104.32 73.84 9.83 1.08 7.76 0.99 12.89 5.74 9.60 35.79 107.66 26.01 81.65 21.78 8.70 19.61 6.07 \n", "4 5 06 073 010013 2 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 328.89 218.63 94.79 16.00 87.59 20.25 110.26 48.05 39.49 8.56 20.89 19.24 1.65 41.32 37.01 4.31 2268.57 737.46 430.41 282.61 18.71 5.72 1115.28 485.66 622.42 2.66 4.54 167.10 120.00 34.00 2.89 10.21 248.73 149.04 94.38 4.31 1.00 17.18 22.79 16.76 483.83 11.81 12.28 65.75 30.64 35.00 92.96 40.61 52.36 106.07 49.46 32.58 24.02 129.32 43.80 43.09 4.31 23.08 15.05 368.43 101.23 24.43 24.97 118.88 53.36 45.57 760.42 278.71 35.95 41.26 27.57 52.65 121.30 244.42 38.54 24.50 43.92 137.47 94.97 12.16 1.47 9.39 1.30 15.88 7.44 12.34 47.16 142.31 33.64 108.67 29.45 11.75 25.56 8.50 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 2168 06 073 017405 1 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 755.09 485.66 170.18 31.84 234.29 49.35 269.43 103.76 88.12 15.64 58.93 53.97 4.96 106.74 95.61 11.13 3621.91 1026.40 559.79 418.47 38.66 9.47 1913.67 714.34 1192.95 2.31 4.08 320.54 242.66 62.57 4.63 10.68 361.30 212.70 141.54 5.18 1.87 27.65 71.93 48.91 928.47 23.02 24.45 113.68 61.13 77.66 182.19 77.88 104.31 197.72 84.82 67.30 45.60 248.61 97.15 71.60 11.35 41.75 26.77 699.03 169.96 49.90 53.65 223.72 103.54 98.25 1468.22 545.03 71.71 79.31 58.93 100.79 234.29 495.46 76.44 57.94 84.49 276.59 180.10 24.01 2.09 19.28 2.64 30.73 16.30 19.72 89.33 247.62 64.99 182.63 45.05 18.51 44.83 13.22 \n", "2168 2169 06 073 007701 4 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 693.08 425.13 165.16 31.04 181.63 47.30 267.95 108.98 89.02 19.96 47.10 42.41 4.69 111.87 100.49 11.38 3737.16 1120.91 659.15 412.06 39.82 9.88 1910.00 794.48 1103.54 6.09 5.89 333.52 244.50 67.46 5.39 16.17 372.74 231.83 131.93 7.58 1.40 25.85 41.31 40.32 811.34 18.86 21.26 107.18 53.29 67.96 159.87 69.36 90.52 174.84 75.05 57.58 42.21 208.08 78.94 62.27 9.18 35.33 22.35 606.56 151.19 42.71 44.81 193.90 89.82 84.13 1267.31 461.36 62.07 68.86 49.70 83.83 196.90 418.15 65.76 47.80 71.25 233.32 161.27 23.15 2.79 17.96 2.39 27.94 13.87 18.56 77.74 226.54 59.98 166.56 42.11 16.87 39.72 12.37 \n", "2169 2170 06 073 021102 2 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 335.29 233.05 83.46 16.95 109.38 23.26 102.23 41.31 35.42 5.90 22.53 20.71 1.83 38.39 35.05 3.34 1634.85 507.41 264.19 222.46 17.16 3.60 827.10 303.31 519.62 1.77 2.40 141.51 109.07 24.51 2.61 5.32 158.83 89.35 66.14 2.71 0.63 15.60 31.45 15.86 425.31 9.81 11.84 55.03 23.52 33.90 83.40 35.78 47.62 93.21 39.49 32.34 21.38 114.60 46.32 30.30 5.58 18.83 13.56 335.44 78.92 25.04 27.33 112.20 47.36 44.60 657.63 239.36 32.13 34.63 25.35 42.35 104.90 221.78 34.43 25.66 38.29 123.41 81.00 10.85 1.36 8.09 1.41 15.34 8.09 9.49 37.24 115.48 30.88 84.60 22.48 8.50 21.28 5.32 \n", "2170 2171 06 073 013423 1 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 983.91 655.67 235.61 55.12 302.91 62.03 328.24 133.60 111.72 21.88 70.42 65.32 5.10 124.22 112.71 11.52 5567.01 1712.31 939.82 703.55 58.08 10.86 2837.88 1122.12 1701.45 3.45 10.86 469.74 355.23 87.70 6.09 20.73 547.08 308.34 226.56 10.20 1.97 63.67 107.77 67.46 1199.78 27.97 35.21 165.69 69.60 94.77 223.27 95.43 127.84 266.71 113.36 90.33 63.02 316.56 119.62 96.09 12.83 54.46 33.56 914.97 221.13 64.66 68.94 303.24 131.79 125.21 1857.42 689.89 96.25 94.94 71.74 122.91 304.06 602.52 92.30 68.28 99.21 342.72 234.46 35.70 4.11 28.30 3.29 43.27 20.90 26.82 107.77 330.55 87.20 243.35 63.18 25.34 59.73 17.44 \n", "2171 2172 06 073 009102 3 USA BlockApportionment:US.BlockGroups;PointsLayer:... 2.191 2.576 1 590.34 367.52 151.74 27.61 143.58 44.60 222.81 89.67 71.93 17.74 37.48 33.78 3.70 95.65 86.16 9.49 3768.05 1169.95 722.43 395.80 42.13 9.58 1889.81 857.94 1016.51 9.58 5.79 323.97 235.15 63.48 5.88 19.45 384.32 246.25 127.06 9.58 1.42 27.52 30.94 22.49 826.15 18.22 21.35 115.30 53.33 64.53 159.90 70.79 89.11 181.44 78.86 58.26 44.32 212.09 77.34 64.53 9.20 37.29 23.72 606.75 154.58 43.27 43.46 193.20 90.72 81.51 1256.40 450.94 62.54 69.65 48.30 80.00 190.45 398.55 65.38 44.98 69.56 218.64 167.01 23.72 3.42 18.13 2.18 29.32 13.57 21.26 79.14 239.89 62.73 177.17 45.93 17.55 41.09 13.57 \n", "\n", " x1088_a x1089_a x1023_a x1024_a x1025_a x1026_a x1027_a x1028_a x1029_a x1030_a x1031_a x1032_a x1033_a x1034_a x1035_a x1036_a x1037_a x1038_a x1039_a x1040_a x1041_a x1042_a x1043_a x1044_a x1045_a x1046_a x1047_a x1048_a x1049_a x1050_a x1051_a x1052_a x1119_a x1120_a x1121_a x1122_a x1123_a x1124_a x1125_a x1126_a x1127_a x1128_a x1129_a x1090_a x1091_a x1092_a x1093_a x1094_a x1095_a x1096_a x1097_a x1098_a x1099_a x1100_a x1101_a x1102_a x1103_a x1104_a x1105_a x1106_a x1107_a x1108_a x1109_a x1110_a x1111_a x1112_a x1113_a x1114_a x1115_a x1116_a x1117_a x1118_a x1002_a x1003_a x1130_a x2001fy_a x2002fy_a x2003fy_a x2004fy_a x2005fy_a x2006fy_a x2007fy_a x2008fy_a x2009fy_a x2010fy_a x2011fy_a x2012fy_a x2013fy_a x2014fy_a x2015fy_a x2016fy_a x1131fy_a x1132fy_a x1133fy_a x1134fy_a x1135fy_a x1136fy_a x1137fy_a x1138fy_a x1139fy_a x1140fy_a x1141fy_a x1142fy_a \\\n", "0 8.48 7.75 384.10 103.14 41.46 4.58 2.49 7.93 7.20 10.50 19.99 8.99 85.17 18.48 11.40 17.22 19.13 18.93 52.84 10.02 11.53 26.84 4.46 66.74 15.71 38.16 12.87 53.17 8.99 23.49 20.69 23.04 181.16 31.17 38.49 38.52 23.79 14.73 14.95 11.18 9.84 7.80 29.20 649.24 65.68 40.83 7.63 2.59 14.63 48.09 2.80 13.82 12.64 10.47 8.36 59.51 20.67 38.85 77.44 57.27 20.16 72.63 22.66 7.53 28.07 14.38 144.73 21.67 20.82 6.97 8.84 86.42 2650.85 1774.69 876.16 161.05 109.96 46.64 8.20 43.30 11.83 51.09 21.06 17.62 3.44 9.21 8.30 0.90 20.82 18.77 2.05 924.67 296.94 169.66 113.57 11.78 1.94 462.77 194.19 266.15 1.23 1.20 70.76 \n", "1 26.93 26.83 1353.68 372.34 134.03 16.64 8.84 29.53 30.15 43.36 75.49 34.31 264.41 61.03 35.14 51.05 56.98 60.20 187.26 32.75 42.01 94.72 17.78 242.89 55.00 138.81 49.08 209.82 29.95 102.63 77.26 76.94 611.28 92.96 121.55 145.15 91.71 53.44 53.96 38.05 32.55 29.01 98.05 2293.32 225.73 145.05 22.88 7.80 50.01 163.25 8.42 48.35 42.74 35.04 28.70 199.53 72.47 127.06 286.77 206.92 79.85 256.72 79.02 28.49 98.36 50.85 550.04 75.38 77.78 22.36 30.36 344.16 9780.81 6318.99 3461.81 808.87 539.00 196.56 45.02 246.48 50.93 269.87 109.91 94.44 15.47 58.86 54.07 4.78 101.11 92.30 8.80 4019.07 1200.98 641.23 503.03 48.92 7.80 2094.23 797.68 1287.62 3.14 5.78 317.79 \n", "2 37.58 30.54 1736.03 486.50 238.72 18.97 9.19 44.74 19.45 37.58 77.54 40.32 462.88 95.56 40.32 109.76 104.03 113.22 262.09 44.86 57.98 149.60 9.66 241.58 52.49 144.95 44.14 176.92 32.93 62.51 81.48 106.05 807.41 147.33 178.95 191.11 120.14 70.98 66.09 39.97 53.32 34.00 96.63 3087.07 359.45 219.15 40.68 17.18 82.43 221.89 11.93 61.32 59.17 45.69 43.78 285.96 80.29 205.67 398.57 295.26 103.31 380.32 111.78 34.95 151.15 82.43 633.47 99.14 92.22 36.03 26.72 379.36 11973.58 8245.64 3727.95 791.10 583.93 284.49 46.42 195.92 57.10 207.17 115.90 94.26 21.64 28.48 23.49 4.99 62.79 57.81 4.99 4313.05 1398.24 732.44 575.38 80.45 9.97 2148.34 871.84 1263.12 5.41 7.97 365.51 \n", "3 11.95 13.55 676.99 194.06 73.09 9.55 3.15 16.79 12.89 18.86 38.66 21.07 136.16 29.54 21.35 24.03 28.27 32.97 81.51 15.24 16.88 41.67 7.71 124.45 30.10 73.09 21.26 98.30 12.93 48.91 36.45 42.52 305.48 52.44 64.48 57.99 34.95 23.05 23.33 19.61 16.37 14.25 57.00 1107.34 100.23 64.48 11.15 3.20 21.40 79.25 3.29 27.09 19.75 16.74 12.37 98.67 34.95 63.73 140.30 108.50 31.79 115.28 36.97 11.19 46.19 20.93 268.13 32.92 34.00 9.41 17.21 174.59 4878.50 3021.49 1857.00 291.15 190.46 81.73 14.43 75.61 18.69 100.69 44.73 36.26 8.47 19.06 17.68 1.38 36.90 32.85 4.05 2044.90 648.81 382.42 243.28 17.89 5.22 1011.91 447.86 557.60 1.97 4.47 161.55 \n", "4 15.94 17.47 912.64 257.23 96.57 11.86 4.01 22.02 17.53 24.79 51.88 28.57 192.54 39.25 31.82 34.41 38.07 48.99 104.36 19.83 21.31 52.77 10.45 171.41 40.96 101.52 28.92 131.27 17.65 65.40 48.22 55.84 398.95 69.53 82.40 76.68 46.04 30.64 29.69 26.32 20.36 17.24 76.73 1424.63 126.85 79.33 15.82 4.43 27.27 103.65 4.37 36.24 25.03 22.49 15.52 127.26 46.45 80.81 177.61 137.53 40.08 147.97 48.64 13.87 58.79 26.68 342.35 44.09 43.92 12.28 20.30 221.76 6275.24 3949.95 2325.29 369.01 245.30 106.36 17.95 98.28 22.71 123.71 53.91 44.30 9.60 23.44 21.59 1.85 46.36 41.52 4.83 2545.33 827.43 482.92 317.09 21.00 6.42 1251.34 544.91 698.35 2.98 5.10 187.49 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 30.73 30.29 1548.96 398.97 132.84 18.28 6.61 30.73 32.61 50.12 84.93 42.85 273.29 57.83 38.33 51.55 59.37 66.20 213.25 38.44 48.36 101.12 25.34 295.87 70.61 169.85 55.41 270.97 36.13 148.70 86.14 96.60 658.82 84.38 124.14 164.46 104.97 59.48 64.44 42.63 32.72 29.41 116.65 2442.62 232.53 145.84 25.56 7.27 53.86 181.09 8.15 60.14 44.83 36.13 31.84 200.04 71.27 128.77 281.33 198.16 83.16 283.42 90.10 30.07 111.80 51.44 605.40 87.13 87.13 25.22 30.18 375.73 10857.68 7087.29 3770.39 898.63 577.98 202.54 37.89 278.83 58.73 320.65 123.49 104.87 18.62 70.13 64.24 5.90 127.03 113.79 13.24 4310.40 1221.51 666.20 498.01 46.01 11.27 2277.44 850.12 1419.72 2.75 4.85 381.47 \n", "2168 26.45 29.04 1375.19 365.25 133.63 17.76 5.99 25.55 30.44 39.92 75.25 36.72 254.98 57.48 36.63 47.90 54.89 58.08 175.54 32.93 37.92 84.73 19.96 270.95 63.87 158.48 48.60 221.95 30.64 111.37 79.94 86.52 614.74 88.82 129.24 134.33 83.23 51.10 52.89 38.12 32.63 29.04 109.67 2317.06 211.77 134.63 22.75 6.69 47.70 162.17 7.19 53.39 40.62 33.43 27.54 210.47 75.45 135.02 274.84 203.88 70.96 255.88 82.53 25.65 101.59 46.11 587.20 76.15 76.84 20.86 38.62 374.73 10222.10 6377.46 3844.64 810.73 497.30 193.20 36.31 212.46 55.33 313.44 127.48 104.13 23.35 55.10 49.61 5.49 130.86 117.55 13.31 4371.53 1311.18 771.04 482.00 46.58 11.56 2234.21 929.33 1290.87 7.12 6.89 390.13 \n", "2169 13.93 13.09 698.84 187.46 64.94 8.19 3.60 15.28 13.98 22.43 41.36 17.68 138.38 31.61 18.31 25.87 29.31 33.28 95.97 16.90 21.23 48.35 9.49 122.37 28.37 70.68 23.31 110.27 16.48 55.03 38.76 44.39 311.55 45.64 60.50 78.76 49.71 29.05 28.17 18.99 15.96 14.29 49.24 1175.01 118.51 76.31 11.84 3.97 26.39 87.21 3.81 25.24 23.00 19.19 15.96 99.21 36.62 62.59 143.81 101.14 42.67 134.42 41.31 14.29 52.11 26.70 280.31 41.52 42.20 11.68 12.62 172.29 4989.99 3292.23 1697.76 373.59 259.67 92.99 18.89 121.87 25.92 113.91 46.03 39.46 6.57 25.11 23.07 2.04 42.77 39.05 3.72 1821.62 565.38 294.37 247.88 19.12 4.01 921.59 337.96 578.98 1.98 2.67 157.68 \n", "2170 37.68 39.98 2015.05 563.86 197.93 26.98 10.53 47.55 40.80 65.65 120.93 53.47 384.19 93.45 48.37 68.94 80.95 92.47 256.01 44.92 54.46 131.13 25.50 371.19 84.90 215.87 70.42 317.06 42.61 158.28 116.16 122.74 911.35 138.37 187.90 206.49 130.31 76.18 76.67 55.61 50.51 46.40 149.40 3491.08 330.22 213.89 32.91 10.37 73.05 239.07 10.69 76.34 60.71 50.51 40.80 300.27 105.96 194.32 445.06 329.40 115.67 380.24 117.97 39.49 148.08 74.70 884.86 105.47 118.96 30.44 55.78 574.22 15284.22 9478.31 5805.91 1156.57 770.73 276.96 64.79 356.06 72.91 385.85 157.05 131.32 25.72 82.78 76.78 5.99 146.02 132.48 13.54 6543.93 2012.79 1104.74 827.01 68.27 12.76 3335.88 1319.04 2000.02 4.06 12.76 552.18 \n", "2171 27.61 31.41 1425.21 387.45 152.31 18.79 6.17 27.90 30.65 38.81 74.97 37.86 277.47 62.44 42.70 52.10 59.78 60.45 177.45 34.45 37.77 86.64 18.60 282.78 68.42 163.98 50.39 212.09 30.65 100.21 81.23 87.97 651.45 104.00 140.92 123.74 74.87 48.87 51.53 40.90 37.58 31.88 120.89 2399.39 218.35 138.54 24.39 7.12 48.30 169.10 7.31 55.32 43.18 35.21 28.09 227.18 83.32 143.86 287.43 217.97 69.46 258.78 82.75 26.00 102.68 47.35 587.11 75.06 74.97 21.45 43.94 371.70 10362.90 6513.90 3849.00 687.08 427.76 176.60 32.14 167.11 51.91 259.33 104.37 83.72 20.65 43.63 39.32 4.31 111.33 100.28 11.04 4385.59 1361.69 840.83 460.67 49.04 11.16 2199.53 998.54 1183.10 11.16 6.74 377.06 \n", "\n", " x1143fy_a x1144fy_a x1145fy_a x1146fy_a x1147fy_a x1148fy_a x1149fy_a x1150fy_a x1151fy_a x1152fy_a x1154fy_a x1155fy_a x1004fy_a x1005fy_a x1006fy_a x1007fy_a x1008fy_a x1009fy_a x1010fy_a x1011fy_a x1012fy_a x1013fy_a x1014fy_a x1015fy_a x1016fy_a x1017fy_a x1018fy_a x1019fy_a x1020fy_a x1021fy_a x1022fy_a x1053fy_a x1054fy_a x1055fy_a x1056fy_a x1057fy_a x1058fy_a x1059fy_a x1060fy_a x1061fy_a x1062fy_a x1063fy_a x1064fy_a x1065fy_a x1066fy_a x1067fy_a x1068fy_a x1069fy_a x1070fy_a x1071fy_a x1072fy_a x1073fy_a x1074fy_a x1075fy_a x1076fy_a x1077fy_a x1078fy_a x1079fy_a x1080fy_a x1081fy_a x1082fy_a x1083fy_a x1084fy_a x1085fy_a x1086fy_a x1087fy_a x1088fy_a x1089fy_a x1023fy_a x1024fy_a x1025fy_a x1026fy_a x1027fy_a x1028fy_a x1029fy_a x1030fy_a x1031fy_a x1032fy_a x1033fy_a x1034fy_a x1035fy_a x1036fy_a x1037fy_a x1038fy_a x1039fy_a x1040fy_a x1041fy_a x1042fy_a x1043fy_a x1044fy_a \\\n", "0 51.58 13.99 1.64 3.55 94.20 56.85 34.86 1.97 0.52 8.85 10.82 6.47 252.52 5.55 7.16 34.48 13.06 19.18 48.08 21.42 26.67 57.04 23.74 19.64 13.66 67.97 25.71 19.15 3.17 11.64 8.30 187.63 45.95 13.52 15.00 61.22 28.08 23.85 364.37 126.19 18.74 20.24 13.91 21.01 52.29 114.66 20.46 13.85 20.13 60.21 49.42 7.24 1.09 5.33 0.82 9.21 4.12 5.77 23.09 74.09 19.56 54.53 14.51 5.60 13.06 3.74 9.21 8.41 416.82 111.93 45.00 4.97 2.71 8.61 7.81 11.39 21.69 9.75 92.42 20.05 12.37 18.69 20.76 20.55 57.34 10.87 12.51 29.12 4.84 72.42 \n", "1 232.65 65.39 5.41 14.33 406.07 221.84 174.80 8.05 1.38 46.65 78.47 42.76 997.51 21.63 28.42 132.80 52.94 78.47 188.51 80.74 107.77 224.48 93.94 77.46 53.07 270.25 104.75 76.08 12.70 46.78 29.93 739.07 169.90 53.57 58.35 244.22 110.04 103.00 1495.13 544.28 79.10 79.86 57.60 92.93 234.79 476.62 78.10 60.61 77.84 260.07 193.54 27.92 3.77 21.38 2.77 36.97 17.98 21.63 89.04 280.69 74.95 205.74 53.70 21.75 51.81 13.46 32.57 32.45 1637.23 450.33 162.10 20.12 10.69 35.71 36.47 52.44 91.30 41.50 319.80 73.82 42.51 61.75 68.91 72.81 226.49 39.61 50.81 114.57 21.51 293.77 \n", "2 274.52 62.79 7.97 20.22 400.96 220.99 169.01 8.97 1.99 74.90 36.60 24.92 1264.11 34.32 43.86 202.90 59.66 88.71 215.86 96.11 119.75 299.29 124.02 107.64 67.64 319.51 125.01 82.30 13.10 59.23 39.87 1068.62 250.32 66.78 85.72 384.59 153.78 127.44 1752.21 596.88 98.39 89.56 62.79 92.98 253.16 565.99 97.53 67.35 93.69 307.41 232.66 39.73 3.27 32.89 3.56 45.42 19.93 24.06 103.51 356.68 104.79 251.88 77.03 21.50 55.82 16.23 44.85 36.45 2072.01 580.66 284.92 22.64 10.97 53.40 23.21 44.85 92.55 48.13 552.46 114.05 48.13 130.99 124.16 135.12 312.82 53.53 69.20 178.55 11.53 288.34 \n", "3 119.17 30.08 2.61 9.69 222.63 133.81 83.92 3.89 1.01 18.05 23.22 16.19 424.32 10.44 11.50 60.43 24.92 30.51 79.76 35.20 44.57 92.65 42.60 28.54 21.51 114.11 38.92 37.06 3.73 20.87 13.53 319.96 86.63 21.41 21.99 102.61 46.38 40.95 656.32 240.36 32.43 34.88 24.44 44.35 104.26 210.49 32.91 22.04 37.43 118.10 83.60 11.13 1.22 8.78 1.12 14.59 6.50 10.86 40.52 121.88 29.45 92.44 24.65 9.85 22.20 6.87 13.53 15.34 766.44 219.70 82.75 10.81 3.57 19.01 14.59 21.35 43.77 23.85 154.15 33.44 24.18 27.21 32.00 37.33 92.28 17.25 19.12 47.18 8.73 140.89 \n", "4 134.64 38.15 3.25 11.46 279.08 167.22 105.90 4.83 1.12 19.27 25.56 18.81 542.85 13.25 13.78 73.78 34.37 39.27 104.31 45.56 58.74 119.01 55.50 36.56 26.96 145.10 49.14 48.34 4.83 25.89 16.89 413.38 113.58 27.42 28.01 133.38 59.87 51.12 853.19 312.72 40.33 46.29 30.93 59.07 136.09 274.24 43.25 27.48 49.27 154.24 106.56 13.64 1.66 10.53 1.46 17.82 8.34 13.84 52.92 159.67 37.75 121.92 33.04 13.18 28.67 9.54 17.88 19.60 1023.99 288.61 108.34 13.31 4.50 24.70 19.67 27.82 58.21 32.05 216.03 44.04 35.70 38.61 42.71 54.97 117.09 22.25 23.91 59.21 11.72 192.32 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 288.79 74.46 5.51 12.72 429.98 253.14 168.45 6.16 2.23 32.91 85.60 58.20 1104.96 27.40 29.10 135.29 72.76 92.42 216.82 92.68 124.14 235.31 100.94 80.10 54.27 295.87 115.62 85.21 13.50 49.68 31.86 831.90 202.27 59.38 63.84 266.25 123.22 116.93 1747.31 648.64 85.34 94.38 70.13 119.95 278.83 589.65 90.98 68.95 100.55 329.17 214.33 28.58 2.49 22.94 3.15 36.57 19.40 23.47 106.31 294.69 77.34 217.35 53.62 22.02 53.36 15.73 36.57 36.05 1843.40 474.81 158.09 21.76 7.86 36.57 38.80 59.65 101.07 50.99 325.24 68.82 45.62 61.35 70.66 78.79 253.79 45.75 57.55 120.34 30.15 352.11 \n", "2168 286.00 78.91 6.30 18.91 436.01 271.18 154.32 8.87 1.63 30.23 48.33 47.16 949.06 22.06 24.86 125.37 62.34 79.50 187.01 81.13 105.88 204.52 87.79 67.36 49.38 243.40 92.34 72.84 10.74 41.32 26.15 709.52 176.85 49.96 52.41 226.82 105.06 98.41 1482.43 539.67 72.61 80.55 58.14 98.06 230.32 489.12 76.93 55.92 83.35 272.93 188.64 27.08 3.27 21.01 2.80 32.69 16.23 21.71 90.94 264.99 70.16 194.83 49.26 19.73 46.46 14.48 30.94 33.97 1608.62 427.25 156.31 20.78 7.00 29.88 35.60 46.69 88.02 42.96 298.26 67.24 42.84 56.03 64.21 67.94 205.34 38.52 44.36 99.11 23.35 316.94 \n", "2169 121.53 27.32 2.91 5.93 176.97 99.56 73.69 3.02 0.70 17.38 35.05 17.67 473.90 10.93 13.19 61.32 26.21 37.78 92.93 39.87 53.06 103.86 44.00 36.03 23.83 127.69 51.61 33.77 6.22 20.98 15.11 373.76 87.94 27.90 30.45 125.01 52.77 49.69 732.76 266.71 35.80 38.59 28.25 47.19 116.88 247.12 38.36 28.59 42.66 137.51 90.26 12.09 1.51 9.01 1.57 17.09 9.01 10.58 41.50 128.67 34.41 94.27 25.05 9.47 23.71 5.93 15.52 14.59 778.68 208.88 72.36 9.13 4.01 17.03 15.58 24.99 46.09 19.70 154.19 35.22 20.40 28.83 32.66 37.08 106.94 18.83 23.65 53.88 10.58 136.35 \n", "2170 417.57 103.09 7.16 24.37 643.08 362.44 266.32 11.99 2.32 74.85 126.68 79.30 1410.32 32.88 41.39 194.76 81.81 111.40 262.45 112.18 150.28 313.51 133.26 106.18 74.08 372.12 140.61 112.95 15.09 64.02 39.46 1075.54 259.94 76.01 81.04 356.45 154.92 147.18 2183.37 810.95 113.14 111.60 84.33 144.48 357.42 708.26 108.50 80.26 116.62 402.87 275.60 41.97 4.83 33.27 3.87 50.87 24.56 31.53 126.68 388.55 102.51 286.05 74.27 29.78 70.21 20.50 44.29 47.00 2368.66 662.81 232.67 31.72 12.38 55.89 47.96 77.17 142.15 62.86 451.61 109.85 56.86 81.04 95.16 108.69 300.94 52.80 64.02 154.15 29.98 436.33 \n", "2171 273.68 73.89 6.85 22.64 447.31 286.61 147.89 11.16 1.66 32.03 36.01 26.17 961.54 21.21 24.85 134.19 62.07 75.10 186.10 82.39 103.71 211.17 91.78 67.81 51.58 246.85 90.01 75.10 10.71 43.41 27.61 706.19 179.92 50.36 50.59 224.87 105.59 94.87 1462.31 524.84 72.78 81.07 56.22 93.11 221.67 463.87 76.10 52.35 80.96 254.47 194.39 27.61 3.98 21.09 2.54 34.13 15.79 24.74 92.11 279.21 73.00 206.20 53.46 20.43 47.82 15.79 32.14 36.56 1658.79 450.95 177.27 21.87 7.18 32.47 35.67 45.17 87.25 44.07 322.94 72.67 49.70 60.64 69.58 70.35 206.53 40.09 43.96 100.84 21.65 329.13 \n", "\n", " x1045fy_a x1046fy_a x1047fy_a x1048fy_a x1049fy_a x1050fy_a x1051fy_a x1052fy_a x1119fy_a x1120fy_a x1121fy_a x1122fy_a x1123fy_a x1124fy_a x1125fy_a x1126fy_a x1127fy_a x1128fy_a x1129fy_a x1090fy_a x1091fy_a x1092fy_a x1093fy_a x1094fy_a x1095fy_a x1096fy_a x1097fy_a x1098fy_a x1099fy_a x1100fy_a x1101fy_a x1102fy_a x1103fy_a x1104fy_a x1105fy_a x1106fy_a x1107fy_a x1108fy_a x1109fy_a x1110fy_a x1111fy_a x1112fy_a x1113fy_a x1114fy_a x1115fy_a x1116fy_a x1117fy_a x1118fy_a x1130fy_a x1002fy_a x1003fy_a x1001_a x15001_a x1001fy_a x15001fy_a male0 male5 male10 male15 male20 male25 male30 male35 male40 male45 male50 male55 male60 male65 male70 male75 male80 male85 fem0 fem5 fem10 fem15 fem20 fem25 fem30 fem35 fem40 fem45 fem50 fem55 fem60 fem65 fem70 fem75 fem80 fem85 totpop_cy totpop_fy popgrwcyfy crmcytotc crmcyperc crmcymurd crmcyrape crmcyrobb crmcyasst crmcyproc crmcyburg \\\n", "0 17.05 41.42 13.96 57.70 9.75 25.49 22.46 25.00 196.60 33.82 41.77 41.80 25.82 15.98 16.23 12.13 10.68 8.47 31.69 704.56 71.28 44.31 8.28 2.81 15.87 52.18 3.03 15.00 13.72 11.36 9.07 64.59 22.43 42.15 84.04 62.15 21.88 78.82 24.59 8.17 30.46 15.60 157.06 23.52 22.59 7.57 9.59 93.79 950.82 2876.71 1925.90 22548.57 7493.52 24469.79 8131.99 22.0 21.0 26.0 21.0 14.0 16.0 21.0 15.0 8.0 16.0 14.0 18.0 26.0 34.0 28.0 29.0 11.0 9.0 28.0 27.0 26.0 18.0 27.0 22.0 21.0 14.0 15.0 14.0 26.0 29.0 19.0 29.0 27.0 17.0 11.0 7.0 726.0 709.0 -0.47 111.0 204.0 225.0 197.0 182.0 211.0 95.0 127.0 \n", "1 66.52 167.88 59.36 253.78 36.22 124.12 93.44 93.06 739.33 112.43 147.01 175.56 110.92 64.64 65.27 46.03 39.36 35.09 118.59 2773.70 273.02 175.43 27.67 9.43 60.49 197.44 10.19 58.48 51.69 42.38 34.71 241.33 87.65 153.68 346.84 250.26 96.58 310.49 95.58 34.46 118.97 61.49 665.25 91.17 94.07 27.04 36.72 416.26 4186.96 11829.58 7642.63 88306.00 28107.79 106803.41 33995.51 28.0 30.0 32.0 23.0 19.0 18.0 22.0 45.0 26.0 30.0 27.0 21.0 29.0 28.0 24.0 10.0 6.0 6.0 26.0 27.0 30.0 27.0 13.0 18.0 24.0 36.0 36.0 17.0 17.0 25.0 37.0 37.0 11.0 9.0 7.0 6.0 827.0 818.0 -0.22 99.0 144.0 91.0 253.0 69.0 153.0 91.0 86.0 \n", "2 62.65 173.00 52.68 211.16 39.30 74.61 97.25 126.58 963.68 175.85 213.58 228.10 143.38 84.72 78.88 47.70 63.64 40.58 115.34 3684.55 429.01 261.56 48.55 20.51 98.39 264.84 14.24 73.18 70.62 54.53 52.25 341.30 95.83 245.47 475.71 352.41 123.31 453.93 133.42 41.72 180.40 98.39 756.08 118.32 110.07 43.00 31.90 452.79 4449.45 14290.96 9841.51 109536.92 41360.74 130736.75 49365.71 10.0 12.0 9.0 18.0 9.0 12.0 10.0 16.0 15.0 9.0 11.0 24.0 25.0 13.0 9.0 11.0 8.0 3.0 12.0 11.0 10.0 15.0 12.0 11.0 12.0 5.0 8.0 13.0 20.0 19.0 20.0 10.0 12.0 10.0 5.0 6.0 435.0 429.0 -0.28 183.0 259.0 205.0 408.0 90.0 292.0 170.0 135.0 \n", "3 34.08 82.75 24.07 111.29 14.64 55.38 41.27 48.14 345.84 59.37 73.00 65.65 39.56 26.09 26.41 22.20 18.53 16.13 64.54 1253.65 113.47 73.00 12.62 3.62 24.23 89.72 3.73 30.67 22.36 18.96 14.00 111.71 39.56 72.15 158.84 122.84 36.00 130.51 41.85 12.67 52.29 23.69 303.56 37.27 38.50 10.65 19.49 197.65 2102.35 5523.04 3420.69 41817.32 13076.40 47342.23 14804.05 74.0 77.0 69.0 61.0 67.0 72.0 53.0 47.0 31.0 32.0 31.0 41.0 39.0 28.0 14.0 12.0 11.0 8.0 65.0 68.0 61.0 48.0 50.0 74.0 70.0 60.0 34.0 36.0 50.0 34.0 40.0 43.0 20.0 18.0 11.0 8.0 1557.0 1514.0 -0.56 111.0 199.0 215.0 301.0 76.0 224.0 95.0 113.0 \n", "4 45.96 113.91 32.45 147.29 19.80 73.38 54.11 62.65 447.62 78.01 92.45 86.03 51.66 34.37 33.31 29.54 22.85 19.34 86.09 1598.43 142.32 89.01 17.75 4.97 30.60 116.29 4.90 40.66 28.08 25.23 17.42 142.78 52.12 90.67 199.27 154.31 44.97 166.03 54.57 15.56 65.96 29.93 384.11 49.47 49.27 13.78 22.78 248.81 2608.97 7040.82 4431.84 52975.53 16497.78 59438.50 18510.50 25.0 27.0 25.0 28.0 33.0 38.0 35.0 24.0 21.0 18.0 20.0 23.0 18.0 15.0 13.0 9.0 6.0 5.0 28.0 29.0 27.0 29.0 25.0 41.0 38.0 29.0 21.0 21.0 25.0 26.0 27.0 22.0 18.0 16.0 7.0 7.0 819.0 802.0 -0.42 195.0 178.0 343.0 124.0 369.0 120.0 199.0 121.0 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 84.03 202.14 65.94 322.49 43.00 176.97 102.51 114.97 784.05 100.41 147.74 195.72 124.93 70.79 76.69 50.73 38.93 35.00 138.83 2906.94 276.73 173.56 30.41 8.65 64.10 215.51 9.70 71.57 53.36 43.00 37.89 238.06 84.82 153.25 334.81 235.83 98.97 337.30 107.23 35.79 133.06 61.22 720.48 103.69 103.69 30.02 35.92 447.15 4487.11 12921.64 8434.53 93009.04 27862.51 110689.31 33158.94 38.0 39.0 43.0 46.0 49.0 55.0 42.0 48.0 39.0 50.0 24.0 34.0 45.0 39.0 19.0 11.0 6.0 4.0 29.0 29.0 32.0 37.0 32.0 31.0 38.0 37.0 38.0 38.0 35.0 35.0 37.0 25.0 22.0 11.0 6.0 7.0 1150.0 1180.0 0.52 26.0 14.0 5.0 14.0 28.0 9.0 28.0 77.0 \n", "2168 74.71 185.38 56.85 259.62 35.84 130.28 93.51 101.21 719.09 103.90 151.17 157.13 97.36 59.77 61.87 44.59 38.17 33.97 128.29 2710.38 247.71 157.48 26.62 7.82 55.80 189.70 8.41 62.45 47.51 39.11 32.22 246.20 88.25 157.94 321.49 238.49 83.00 299.31 96.54 30.00 118.84 53.93 686.88 89.07 89.89 24.40 45.18 438.34 4497.25 11957.27 7460.01 85916.67 25141.21 100500.71 29408.83 6.0 4.0 3.0 6.0 91.0 147.0 94.0 48.0 26.0 18.0 15.0 13.0 15.0 9.0 10.0 4.0 4.0 2.0 7.0 5.0 3.0 6.0 112.0 97.0 57.0 24.0 16.0 9.0 6.0 12.0 6.0 12.0 3.0 7.0 7.0 4.0 908.0 892.0 -0.35 113.0 22.0 8.0 31.0 27.0 20.0 129.0 106.0 \n", "2169 31.62 78.75 25.98 122.86 18.36 61.32 43.18 49.46 347.15 50.85 67.42 87.76 55.39 32.37 31.38 21.15 17.78 15.93 54.86 1309.25 132.05 85.03 13.19 4.42 29.41 97.17 4.24 28.13 25.63 21.39 17.78 110.54 40.80 69.74 160.24 112.69 47.54 149.77 46.03 15.93 58.06 29.76 312.33 46.26 47.02 13.02 14.06 191.97 1891.72 5560.07 3668.35 44964.32 14649.81 50101.25 16323.48 17.0 19.0 19.0 19.0 19.0 19.0 25.0 37.0 16.0 29.0 25.0 24.0 34.0 30.0 39.0 18.0 12.0 6.0 23.0 25.0 25.0 20.0 16.0 26.0 28.0 24.0 18.0 19.0 17.0 24.0 33.0 38.0 28.0 17.0 7.0 5.0 800.0 787.0 -0.33 74.0 91.0 97.0 14.0 126.0 92.0 72.0 108.0 \n", "2170 99.80 253.75 82.78 372.69 50.09 186.06 136.55 144.28 1071.28 162.66 220.87 242.73 153.18 89.55 90.13 65.37 59.38 54.54 175.61 4103.71 388.17 251.43 38.68 12.19 85.87 281.02 12.57 89.74 71.37 59.38 47.96 352.97 124.55 228.41 523.17 387.20 135.96 446.96 138.67 46.42 174.07 87.81 1040.14 123.97 139.83 35.78 65.56 674.99 6824.75 17966.35 11141.60 137827.83 43107.74 162014.34 50672.44 77.0 88.0 87.0 76.0 47.0 64.0 88.0 86.0 79.0 85.0 71.0 53.0 46.0 30.0 22.0 11.0 7.0 5.0 77.0 88.0 86.0 68.0 42.0 70.0 96.0 91.0 88.0 90.0 74.0 47.0 44.0 39.0 26.0 13.0 10.0 7.0 2078.0 2033.0 -0.44 54.0 29.0 6.0 17.0 4.0 40.0 58.0 61.0 \n", "2171 79.63 190.85 58.65 246.85 35.67 116.63 94.54 102.38 758.21 121.05 164.01 144.02 87.14 56.88 59.97 47.60 43.74 37.11 140.71 2792.63 254.14 161.25 28.39 8.28 56.22 196.81 8.51 64.39 50.25 40.97 32.69 264.41 96.97 167.44 334.54 253.69 80.85 301.19 96.31 30.26 119.50 55.11 683.33 87.36 87.25 24.96 51.14 432.62 4479.80 12061.25 7581.45 84946.45 25277.67 98868.17 29420.39 25.0 23.0 20.0 23.0 38.0 63.0 95.0 60.0 44.0 19.0 20.0 16.0 13.0 10.0 9.0 5.0 3.0 2.0 20.0 18.0 15.0 20.0 51.0 61.0 63.0 50.0 36.0 25.0 17.0 18.0 11.0 16.0 11.0 8.0 6.0 5.0 939.0 919.0 -0.43 107.0 27.0 7.0 19.0 67.0 16.0 121.0 88.0 \n", "\n", " crmcylarc crmcymveh totcagg percagg murdagg rapeagg robbagg asstagg procagg burgagg larcagg mvehagg nohs_cy somehs_cy hsgrad_cy ged_cy smcoll_cy asscdeg_cy bachdeg_cy graddeg_cy educbasecy hinc0_cy hinc15_cy hinc25_cy hinc35_cy hinc50_cy hinc75_cy hinc100_cy hinc150_cy hinc200_cy medhinc_cy avghinc_cy pci_cy agginc_cy agghinc_cy hincbasecy pcigrwcyfy mhigrwcyfy hinc0_fy hinc15_fy hinc25_fy hinc35_fy hinc50_fy hinc75_fy hinc100_fy hinc150_fy hinc200_fy medhinc_fy avghinc_fy pci_fy agginc_fy agghinc_fy hincbasefy gini_cy rat9010_cy rat9050_cy rat5010_cy shr8020_cy shr9040_cy lotrhh_cy mdtrhh_cy uptrhh_cy gini_fy rat9010_fy rat9050_fy rat5010_fy shr8020_fy shr9040_fy lotrhh_fy mdtrhh_fy uptrhh_fy civlbfr_cy emp_cy indbase_cy indagri_cy indmin_cy indcons_cy indmanu_cy indwhtr_cy indrttr_cy indtran_cy indutil_cy indinfo_cy indfin_cy indre_cy indtech_cy indmgmt_cy indadmn_cy \\\n", "0 91.0 74.0 80586.0 148104.0 163350.0 143022.0 132132.0 153186.0 68970.0 92202.0 66066.0 53724.0 32.0 40.0 218.0 46.0 49.0 51.0 60.0 0.0 496.0 163.0 44.0 25.0 53.0 14.0 1.0 2.0 0.0 2.0 13988.0 25175.0 10542.0 7653245.0 7653245.0 304.0 1.79 -1.40 172.0 34.0 21.0 49.0 16.0 1.0 3.0 0.0 3.0 13038.0 27320.0 11522.0 8168797.0 8168797.0 299.0 46.5 15.8 3.2 5.0 17.5 6.0 235.0 67.0 2.0 49.7 17.7 3.5 5.0 20.8 7.2 229.0 67.0 3.0 166.0 132.0 132.0 2.0 0.0 1.0 1.0 0.0 7.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 \n", "1 95.0 69.0 81873.0 119088.0 75257.0 209231.0 57063.0 126531.0 75257.0 71122.0 78565.0 57063.0 29.0 82.0 168.0 0.0 196.0 12.0 40.0 45.0 572.0 15.0 25.0 28.0 19.0 27.0 66.0 55.0 11.0 27.0 81397.0 103977.0 34358.0 28414188.0 28385638.0 273.0 3.79 2.15 14.0 17.0 21.0 15.0 24.0 62.0 64.0 15.0 37.0 90537.0 125757.0 41390.0 33857204.0 33828654.0 269.0 38.6 10.3 2.4 4.2 14.8 3.0 69.0 173.0 31.0 36.6 9.6 2.3 4.1 16.5 3.1 53.0 174.0 42.0 355.0 323.0 323.0 94.0 0.0 6.0 0.0 38.0 30.0 0.0 18.0 0.0 0.0 5.0 34.0 0.0 0.0 \n", "2 192.0 81.0 79605.0 112665.0 89175.0 177480.0 39150.0 127020.0 73950.0 58725.0 83520.0 35235.0 2.0 38.0 152.0 0.0 61.0 5.0 44.0 15.0 317.0 18.0 7.0 10.0 21.0 27.0 18.0 16.0 4.0 27.0 64466.0 119298.0 40589.0 17656039.0 17656039.0 148.0 3.61 4.49 16.0 4.0 7.0 16.0 25.0 19.0 21.0 6.0 32.0 80299.0 142387.0 48458.0 20788500.0 20788500.0 146.0 45.4 18.0 3.4 5.2 29.8 6.1 36.0 84.0 28.0 42.1 16.7 2.8 5.9 28.2 6.2 28.0 84.0 34.0 236.0 220.0 220.0 34.0 0.0 20.0 0.0 8.0 7.0 0.0 7.0 0.0 0.0 10.0 7.0 0.0 0.0 \n", "3 93.0 86.0 172827.0 309843.0 334755.0 468657.0 118332.0 348768.0 147915.0 175941.0 144801.0 133902.0 146.0 86.0 166.0 18.0 277.0 133.0 91.0 0.0 917.0 82.0 55.0 70.0 119.0 98.0 23.0 26.0 9.0 0.0 38030.0 47033.0 14560.0 22669812.0 22669812.0 482.0 2.74 1.38 82.0 44.0 60.0 106.0 106.0 28.0 35.0 13.0 0.0 40724.0 53247.0 16671.0 25239172.0 25239172.0 474.0 38.3 9.5 2.2 4.3 16.5 2.4 213.0 266.0 3.0 39.4 11.6 2.5 4.7 20.1 2.8 192.0 277.0 5.0 588.0 422.0 422.0 55.0 0.0 39.0 15.0 0.0 97.0 18.0 0.0 0.0 0.0 0.0 23.0 0.0 0.0 \n", "4 193.0 350.0 159705.0 145782.0 280917.0 101556.0 302211.0 98280.0 162981.0 99099.0 158067.0 286650.0 162.0 64.0 106.0 78.0 87.0 13.0 33.0 0.0 543.0 12.0 52.0 12.0 18.0 84.0 20.0 28.0 2.0 0.0 53437.0 59025.0 16432.0 13457734.0 13457734.0 228.0 2.40 1.00 12.0 42.0 11.0 16.0 82.0 23.0 35.0 3.0 0.0 56166.0 66226.0 18497.0 14834583.0 14834583.0 224.0 33.5 6.3 1.9 3.2 8.8 1.9 77.0 150.0 1.0 32.9 6.5 1.9 3.3 10.0 2.0 66.0 157.0 1.0 401.0 359.0 359.0 0.0 0.0 12.0 16.0 7.0 51.0 45.0 0.0 15.0 0.0 1.0 19.0 0.0 18.0 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 13.0 56.0 29900.0 16100.0 5750.0 16100.0 32200.0 10350.0 32200.0 88550.0 14950.0 64400.0 369.0 23.0 70.0 0.0 88.0 61.0 64.0 101.0 776.0 13.0 0.0 81.0 42.0 62.0 21.0 34.0 66.0 39.0 65272.0 110152.0 34291.0 39434290.0 39434290.0 358.0 3.64 2.62 11.0 5.0 99.0 48.0 22.0 5.0 9.0 119.0 51.0 74273.0 131091.0 40994.0 48372759.0 48372759.0 369.0 40.9 7.5 3.1 2.4 11.7 3.1 96.0 199.0 63.0 40.1 8.0 2.9 2.8 14.2 4.4 118.0 158.0 93.0 696.0 682.0 682.0 0.0 0.0 190.0 9.0 0.0 0.0 0.0 0.0 14.0 12.0 0.0 0.0 0.0 30.0 \n", "2168 143.0 71.0 102604.0 19976.0 7264.0 28148.0 24516.0 18160.0 117132.0 96248.0 129844.0 64468.0 0.0 0.0 0.0 0.0 106.0 91.0 392.0 76.0 665.0 65.0 15.0 32.0 38.0 97.0 74.0 40.0 104.0 24.0 74078.0 99796.0 53745.0 48800462.0 48800462.0 489.0 3.21 2.90 56.0 11.0 24.0 28.0 85.0 74.0 44.0 130.0 29.0 85479.0 116736.0 62949.0 56150218.0 56150218.0 481.0 40.3 15.7 2.4 6.6 21.2 2.9 114.0 314.0 61.0 37.3 14.3 2.1 6.6 19.8 3.1 92.0 314.0 75.0 765.0 736.0 736.0 0.0 0.0 77.0 24.0 1.0 29.0 23.0 0.0 56.0 34.0 35.0 71.0 12.0 20.0 \n", "2169 57.0 111.0 59200.0 72800.0 77600.0 11200.0 100800.0 73600.0 57600.0 86400.0 45600.0 88800.0 0.0 0.0 168.0 223.0 94.0 51.0 62.0 0.0 598.0 73.0 15.0 58.0 24.0 63.0 52.0 30.0 0.0 0.0 41242.0 52160.0 20538.0 16430273.0 16430273.0 315.0 2.19 3.93 79.0 11.0 40.0 25.0 56.0 56.0 43.0 0.0 0.0 50000.0 58119.0 22893.0 18016971.0 18016971.0 310.0 40.5 15.2 2.4 6.4 23.5 2.9 147.0 168.0 0.0 41.2 17.5 2.1 8.5 27.6 4.0 131.0 179.0 0.0 231.0 179.0 179.0 0.0 0.0 46.0 0.0 0.0 96.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "2170 54.0 81.0 112212.0 60262.0 12468.0 35326.0 8312.0 83120.0 120524.0 126758.0 112212.0 168318.0 12.0 0.0 140.0 0.0 107.0 423.0 317.0 343.0 1342.0 26.0 22.0 8.0 6.0 87.0 61.0 186.0 48.0 165.0 119077.0 164534.0 48220.0 100201289.0 100201289.0 609.0 3.40 1.63 23.0 15.0 6.0 4.0 89.0 76.0 128.0 38.0 220.0 129092.0 193407.0 56985.0 115850791.0 115850791.0 599.0 31.2 5.0 2.0 2.5 12.1 3.1 56.0 370.0 183.0 30.4 4.7 1.9 2.5 15.2 4.2 44.0 321.0 234.0 1103.0 1089.0 1089.0 0.0 0.0 98.0 39.0 0.0 17.0 25.0 0.0 12.0 3.0 0.0 65.0 2.0 49.0 \n", "2171 123.0 150.0 100473.0 25353.0 6573.0 17841.0 62913.0 15024.0 113619.0 82632.0 115497.0 140850.0 12.0 13.0 42.0 9.0 200.0 66.0 285.0 59.0 686.0 21.0 96.0 29.0 47.0 111.0 19.0 75.0 43.0 44.0 58528.0 94894.0 49013.0 46023662.0 46023662.0 485.0 3.10 2.69 20.0 73.0 23.0 39.0 109.0 21.0 86.0 53.0 51.0 66840.0 110446.0 57086.0 52461752.0 52461752.0 475.0 43.9 11.2 3.3 3.4 16.9 3.6 149.0 277.0 59.0 41.5 11.3 3.0 3.7 18.0 3.4 118.0 287.0 70.0 600.0 583.0 583.0 0.0 0.0 35.0 54.0 6.0 78.0 78.0 15.0 0.0 21.0 45.0 82.0 0.0 25.0 \n", "\n", " indeduc_cy indhlth_cy indarts_cy indfood_cy indotsv_cy indpubl_cy unemp_cy unemprt_cy occbase_cy occmgmt_cy occbus_cy occcomp_cy occarch_cy occssci_cy occssrv_cy occlegl_cy occeduc_cy occent_cy occhtch_cy occhlth_cy occprot_cy occfood_cy occbldg_cy occpers_cy occsale_cy occadmn_cy occfarm_cy occcons_cy occmain_cy occprod_cy occtran_cy owner_cy renter_cy owner_fy renter_fy rntgrwcyfy tothh_cy avgia15_cy avgia25_cy avgia35_cy avgia45_cy avgia55_cy avgia65_cy avgia75_cy di0_cy di15_cy di25_cy di35_cy di50_cy di75_cy di100_cy di150_cy di200_cy meddi_cy aggdi_cy avgdi_cy dibase_cy nw0_cy nw15_cy nw35_cy nw50_cy nw75_cy nw100_cy nw150_cy nw250_cy nw500_cy mednw_cy avgnw_cy aggnw_cy nwbase_cy val0_cy val50k_cy val100k_cy val150k_cy val200k_cy val250k_cy val300k_cy val400k_cy val500k_cy val750k_cy val1m_cy medval_cy avgval_cy valbase_cy val0_fy val50k_fy val100k_fy val150k_fy val200k_fy \\\n", "0 2.0 65.0 29.0 1.0 1.0 21.0 34.0 20.5 132.0 28.0 6.0 0.0 0.0 0.0 7.0 0.0 2.0 1.0 5.0 0.0 33.0 1.0 2.0 18.0 1.0 16.0 7.0 1.0 1.0 1.0 2.0 194.0 110.0 185.0 114.0 0.72 304.0 19834.0 23253.0 24379.0 26371.0 29757.0 21252.0 27900.0 169.0 44.0 38.0 40.0 9.0 0.0 2.0 0.0 2.0 13491.0 6717364.0 22097.0 304.0 195.0 31.0 10.0 17.0 8.0 12.0 15.0 11.0 2.0 11692.0 78025.0 2.371974e+07 304.0 90.0 38.0 4.0 0.0 10.0 1.0 38.0 0.0 13.0 0.0 0.0 59211.0 152320.0 194.0 85.0 45.0 3.0 0.0 8.0 \n", "1 43.0 21.0 0.0 2.0 10.0 22.0 32.0 9.0 323.0 63.0 1.0 0.0 0.0 9.0 4.0 6.0 19.0 0.0 0.0 4.0 14.0 5.0 24.0 0.0 61.0 30.0 14.0 5.0 11.0 11.0 42.0 210.0 63.0 209.0 60.0 -0.97 273.0 62538.0 110582.0 122045.0 132184.0 107896.0 77924.0 68508.0 19.0 29.0 27.0 23.0 65.0 43.0 42.0 13.0 12.0 62116.0 21140871.0 77439.0 273.0 36.0 15.0 6.0 11.0 17.0 30.0 41.0 39.0 42.0 192356.0 963925.0 2.631516e+08 273.0 0.0 0.0 0.0 5.0 14.0 22.0 113.0 39.0 14.0 3.0 0.0 356637.0 374048.0 210.0 0.0 0.0 0.0 4.0 13.0 \n", "2 10.0 2.0 0.0 88.0 13.0 14.0 16.0 6.8 220.0 42.0 0.0 0.0 0.0 1.0 0.0 1.0 8.0 4.0 0.0 14.0 1.0 0.0 2.0 0.0 90.0 9.0 8.0 20.0 16.0 1.0 3.0 106.0 42.0 106.0 40.0 -0.97 148.0 44625.0 82156.0 194215.0 187033.0 87443.0 108007.0 92030.0 19.0 10.0 13.0 23.0 29.0 11.0 16.0 13.0 14.0 55717.0 12771428.0 86293.0 148.0 30.0 4.0 2.0 6.0 5.0 8.0 21.0 22.0 18.0 236695.0 1810849.0 2.680057e+08 148.0 7.0 3.0 1.0 4.0 0.0 18.0 24.0 5.0 43.0 1.0 0.0 383333.0 420519.0 106.0 7.0 4.0 1.0 3.0 0.0 \n", "3 0.0 61.0 0.0 39.0 54.0 21.0 166.0 28.2 422.0 24.0 0.0 0.0 18.0 0.0 0.0 24.0 24.0 0.0 0.0 89.0 0.0 0.0 0.0 10.0 120.0 0.0 33.0 15.0 29.0 0.0 36.0 263.0 219.0 276.0 198.0 -2.00 482.0 43938.0 53847.0 48173.0 44625.0 44021.0 42879.0 44821.0 90.0 67.0 72.0 137.0 74.0 21.0 21.0 0.0 0.0 35787.0 19215140.0 39865.0 482.0 223.0 49.0 11.0 21.0 17.0 72.0 46.0 26.0 13.0 20067.0 113685.0 5.479631e+07 482.0 77.0 14.0 8.0 45.0 25.0 4.0 2.0 0.0 86.0 2.0 0.0 186111.0 284316.0 263.0 85.0 18.0 7.0 40.0 23.0 \n", "4 29.0 53.0 8.0 34.0 22.0 29.0 42.0 10.5 359.0 1.0 0.0 5.0 0.0 0.0 10.0 0.0 21.0 20.0 7.0 17.0 1.0 34.0 50.0 27.0 33.0 45.0 0.0 7.0 16.0 13.0 52.0 23.0 205.0 24.0 200.0 -0.49 228.0 49219.0 69274.0 69080.0 61886.0 54295.0 59203.0 36528.0 19.0 48.0 13.0 44.0 66.0 20.0 18.0 0.0 0.0 45568.0 11513986.0 50500.0 228.0 99.0 47.0 14.0 25.0 12.0 9.0 14.0 4.0 1.0 18901.0 100866.0 2.299752e+07 228.0 2.0 0.0 0.0 2.0 0.0 1.0 3.0 5.0 2.0 1.0 2.0 470000.0 797826.0 23.0 1.0 0.0 0.0 1.0 0.0 \n", "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 60.0 25.0 0.0 28.0 231.0 83.0 14.0 2.0 682.0 41.0 0.0 0.0 0.0 0.0 9.0 0.0 38.0 0.0 14.0 0.0 78.0 31.0 244.0 27.0 0.0 21.0 0.0 179.0 0.0 0.0 0.0 283.0 75.0 294.0 75.0 0.00 358.0 51750.0 93810.0 138126.0 148559.0 122982.0 77428.0 35132.0 13.0 26.0 71.0 52.0 51.0 23.0 84.0 20.0 18.0 56491.0 28843010.0 80567.0 358.0 53.0 12.0 7.0 17.0 16.0 25.0 64.0 64.0 50.0 218278.0 619474.0 2.217718e+08 358.0 0.0 3.0 0.0 0.0 0.0 0.0 0.0 3.0 20.0 159.0 96.0 931604.0 977739.0 283.0 0.0 2.0 0.0 0.0 0.0 \n", "2168 1.0 95.0 37.0 187.0 32.0 2.0 29.0 3.8 736.0 66.0 53.0 24.0 82.0 35.0 1.0 0.0 1.0 1.0 90.0 2.0 1.0 152.0 0.0 46.0 16.0 110.0 0.0 18.0 1.0 0.0 37.0 58.0 431.0 59.0 422.0 -0.42 489.0 72325.0 112473.0 109494.0 107233.0 102279.0 95292.0 37377.0 66.0 23.0 35.0 67.0 113.0 41.0 119.0 15.0 10.0 59164.0 35821768.0 73255.0 489.0 215.0 70.0 21.0 72.0 25.0 29.0 29.0 18.0 6.0 20806.0 71953.0 3.518479e+07 489.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 4.0 52.0 1230769.0 1221983.0 58.0 0.0 0.0 0.0 0.0 0.0 \n", "2169 0.0 21.0 16.0 0.0 0.0 0.0 52.0 22.5 179.0 0.0 0.0 0.0 0.0 22.0 0.0 0.0 0.0 0.0 26.0 23.0 0.0 0.0 0.0 0.0 66.0 0.0 0.0 42.0 0.0 0.0 0.0 315.0 0.0 310.0 0.0 0.00 315.0 41566.0 55338.0 61068.0 60940.0 54308.0 47481.0 36272.0 75.0 30.0 48.0 40.0 76.0 30.0 16.0 0.0 0.0 36262.0 13808825.0 43838.0 315.0 79.0 16.0 9.0 16.0 16.0 26.0 56.0 60.0 31.0 139177.0 249332.0 7.853956e+07 315.0 0.0 0.0 67.0 1.0 29.0 34.0 1.0 161.0 4.0 3.0 4.0 415839.0 409841.0 315.0 0.0 0.0 52.0 0.0 25.0 \n", "2170 355.0 247.0 8.0 65.0 37.0 67.0 14.0 1.3 1089.0 143.0 76.0 56.0 13.0 65.0 0.0 0.0 228.0 1.0 56.0 70.0 39.0 51.0 31.0 45.0 6.0 98.0 0.0 11.0 78.0 11.0 11.0 500.0 109.0 496.0 103.0 -1.13 609.0 71400.0 133925.0 172520.0 193768.0 180914.0 123641.0 78215.0 28.0 23.0 7.0 38.0 98.0 110.0 155.0 74.0 76.0 100094.0 70333106.0 115490.0 609.0 44.0 17.0 11.0 25.0 34.0 35.0 64.0 99.0 99.0 412633.0 1839626.0 1.120332e+09 609.0 0.0 1.0 0.0 1.0 0.0 0.0 8.0 16.0 148.0 292.0 27.0 815068.0 809500.0 500.0 0.0 0.0 0.0 0.0 0.0 \n", "2171 22.0 35.0 5.0 37.0 21.0 24.0 17.0 2.8 583.0 47.0 42.0 33.0 40.0 10.0 0.0 0.0 0.0 44.0 7.0 0.0 6.0 38.0 6.0 14.0 59.0 116.0 0.0 0.0 30.0 18.0 73.0 98.0 387.0 99.0 376.0 -0.58 485.0 48817.0 80065.0 129037.0 116897.0 109582.0 74339.0 65314.0 33.0 91.0 38.0 77.0 79.0 45.0 80.0 23.0 19.0 50756.0 34319716.0 70762.0 485.0 202.0 64.0 18.0 30.0 32.0 37.0 39.0 24.0 19.0 24990.0 156791.0 7.604382e+07 485.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.0 85.0 4.0 1.0 626471.0 658929.0 98.0 0.0 0.0 0.0 0.0 0.0 \n", "\n", " val250k_fy val300k_fy val400k_fy val500k_fy val750k_fy val1m_fy medval_fy avgval_fy valbase_fy wlthindxcy sei_cy wkb_geometry \n", "0 0.0 32.0 0.0 12.0 0.0 0.0 58333.0 142568.0 185.0 16.0 28.7 0106000020E61000000100000001030000000100000060... \n", "1 21.0 112.0 41.0 15.0 3.0 0.0 359375.0 378230.0 209.0 99.0 58.2 0106000020E610000001000000010300000001000000F7... \n", "2 17.0 22.0 5.0 46.0 1.0 0.0 395455.0 428066.0 106.0 150.0 53.9 0106000020E610000001000000010300000001000000B6... \n", "3 4.0 2.0 0.0 94.0 3.0 0.0 185000.0 288768.0 276.0 28.0 33.6 0106000020E61000000100000001030000000100000049... \n", "4 1.0 2.0 4.0 3.0 1.0 1.0 750000.0 1082292.0 24.0 33.0 37.7 0106000020E6100000010000000103000000010000004C... \n", "... ... ... ... ... ... ... ... ... ... ... ... ... \n", "2167 0.0 0.0 2.0 14.0 161.0 112.0 950311.0 1006548.0 294.0 84.0 46.4 0106000020E6100000010000000103000000010000006C... \n", "2168 0.0 0.0 0.0 1.0 4.0 53.0 1231132.0 1222458.0 59.0 50.0 71.7 0106000020E61000000100000001030000000100000028... \n", "2169 31.0 0.0 168.0 3.0 3.0 6.0 427976.0 489516.0 310.0 37.0 51.8 0106000020E61000000100000001030000000100000039... \n", "2170 0.0 5.0 11.0 113.0 325.0 34.0 841538.0 843145.0 496.0 173.0 68.4 0106000020E6100000010000000103000000010000006C... \n", "2171 0.0 0.0 5.0 82.0 6.0 2.0 635671.0 699495.0 99.0 52.0 44.0 0106000020E6100000010000000103000000010000004C... \n", "\n", "[2172 rows x 588 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "table_name = 'bgs_sd_imp'\n", "df = pd.read_sql_table(table_name, engine)\n", "display(df)" ] }, { "cell_type": "code", "execution_count": null, "id": "2cbeb2bf-c54a-4884-9de3-4d6d8d1e461a", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }