{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "https://api.census.gov/data/2010/dec/sf1/examples.html\n", "\n", "Example of extracting census attribute data (Block population and block black population), e.g. mimicking AFF query and extraction. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#Imports\n", "import pandas as pd\n", "import os,requests" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#Get key\n", "pdKey = pd.read_csv('{}/APIkeys.csv'.format(os.environ['localappdata']))\n", "census = pdKey.iloc[0,1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "List of variables:\n", "P003001: Total\n", "P003003: Black or African American alone" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#Census API\n", "theURL = 'https://api.census.gov/data/2010/dec/sf1'\n", "params = {'get':'P003001,P003003,P010001,P010004',\n", " 'for':'block:*',\n", " 'in':'state:37%county:183',\n", " 'key':census\n", " }\n", "r = requests.get(theURL,params)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | P003001 | \n", "P003003 | \n", "P010001 | \n", "P010004 | \n", "state | \n", "county | \n", "tract | \n", "block | \n", "GEOID10 | \n", "
---|---|---|---|---|---|---|---|---|---|
0 | \n", "230 | \n", "146 | \n", "185 | \n", "115 | \n", "37 | \n", "183 | \n", "050100 | \n", "1097 | \n", "371830501001097 | \n", "
1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "37 | \n", "183 | \n", "050100 | \n", "1103 | \n", "371830501001103 | \n", "
2 | \n", "20 | \n", "9 | \n", "20 | \n", "9 | \n", "37 | \n", "183 | \n", "050100 | \n", "1105 | \n", "371830501001105 | \n", "
3 | \n", "22 | \n", "17 | \n", "18 | \n", "13 | \n", "37 | \n", "183 | \n", "050100 | \n", "1107 | \n", "371830501001107 | \n", "
4 | \n", "21 | \n", "15 | \n", "16 | \n", "10 | \n", "37 | \n", "183 | \n", "050100 | \n", "1116 | \n", "371830501001116 | \n", "
\n", " | P003001 | \n", "P003003 | \n", "P010001 | \n", "P010004 | \n", "state | \n", "county | \n", "tract | \n", "block | \n", "GEOID10 | \n", "
---|---|---|---|---|---|---|---|---|---|
103 | \n", "29 | \n", "1 | \n", "27 | \n", "1 | \n", "37 | \n", "183 | \n", "050100 | \n", "1020 | \n", "371830501001020 | \n", "
\n", " | attributes | \n", "concept | \n", "group | \n", "label | \n", "limit | \n", "predicateOnly | \n", "predicateType | \n", "required | \n", "values | \n", "
---|---|---|---|---|---|---|---|---|---|
PCT001005 | \n", "NaN | \n", "AMERICAN INDIAN AND ALASKA NATIVE ALONE WITH O... | \n", "PCT1 | \n", "Total tribes tallied (300, A01-M38, M41-R98, S... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
H008003 | \n", "NaN | \n", "TOTAL RACES TALLIED FOR HOUSEHOLDERS | \n", "H8 | \n", "Total races tallied for householders!!Black or... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008069 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008067 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008066 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008061 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008060 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008065 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008064 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008071 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of six ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008019 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008011 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008018 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008017 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008016 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008004 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Population of one race!!Black or Africa... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008050 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008053 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008051 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008052 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008058 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008059 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008040 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008041 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008042 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008048 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008049 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008030 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008039 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P008037 | \n", "NaN | \n", "RACE | \n", "P8 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
P009019 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009039 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009031 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009030 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009032 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009040 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009044 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009043 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009042 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009041 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009053 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009052 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009055 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009054 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009051 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009050 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009069 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009068 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009067 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009066 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009063 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009062 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009061 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009060 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009071 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P009073 | \n", "NaN | \n", "HISPANIC OR LATINO, AND NOT HISPANIC OR LATINO... | \n", "P9 | \n", "Total!!Not Hispanic or Latino!!Two or More Rac... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
HCT001013 | \n", "NaN | \n", "TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | \n", "HCT1 | \n", "Total!!Owner occupied!!Hispanic or Latino hous... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
HCT001005 | \n", "NaN | \n", "TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | \n", "HCT1 | \n", "Total!!Owner occupied!!Not Hispanic or Latino ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
HCT001030 | \n", "NaN | \n", "TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | \n", "HCT1 | \n", "Total!!Renter occupied!!Hispanic or Latino hou... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
HCT001022 | \n", "NaN | \n", "TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | \n", "HCT1 | \n", "Total!!Renter occupied!!Not Hispanic or Latino... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
153 rows × 9 columns
\n", "\n", " | attributes | \n", "concept | \n", "group | \n", "label | \n", "limit | \n", "predicateOnly | \n", "predicateType | \n", "required | \n", "values | \n", "
---|---|---|---|---|---|---|---|---|---|
for | \n", "NaN | \n", "Census API Geography Specification | \n", "N/A | \n", "Census API FIPS 'for' clause | \n", "0 | \n", "True | \n", "fips-for | \n", "NaN | \n", "NaN | \n", "
in | \n", "NaN | \n", "Census API Geography Specification | \n", "N/A | \n", "Census API FIPS 'in' clause | \n", "0 | \n", "True | \n", "fips-in | \n", "NaN | \n", "NaN | \n", "
ucgid | \n", "NaN | \n", "Census API Geography Specification | \n", "N/A | \n", "Uniform Census Geography Identifier clause | \n", "0 | \n", "True | \n", "ucgid | \n", "NaN | \n", "NaN | \n", "
P029009 | \n", "NaN | \n", "HOUSEHOLD TYPE BY RELATIONSHIP | \n", "P29 | \n", "Total!!In households!!In family households!!Ad... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P029007 | \n", "NaN | \n", "HOUSEHOLD TYPE BY RELATIONSHIP | \n", "P29 | \n", "Total!!In households!!In family households!!Sp... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P029008 | \n", "NaN | \n", "HOUSEHOLD TYPE BY RELATIONSHIP | \n", "P29 | \n", "Total!!In households!!In family households!!Bi... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
PCO008033 | \n", "NaN | \n", "GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | \n", "PCO8 | \n", "Total (501)!!Female!!55 to 59 years | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
PCO008034 | \n", "NaN | \n", "GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | \n", "PCO8 | \n", "Total (501)!!Female!!60 to 64 years | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
PCO008035 | \n", "NaN | \n", "GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | \n", "PCO8 | \n", "Total (501)!!Female!!65 to 69 years | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
PCO008036 | \n", "NaN | \n", "GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | \n", "PCO8 | \n", "Total (501)!!Female!!70 to 74 years | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
\n", " | attributes | \n", "concept | \n", "group | \n", "label | \n", "limit | \n", "predicateOnly | \n", "predicateType | \n", "required | \n", "values | \n", "
---|---|---|---|---|---|---|---|---|---|
P010014 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010015 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010016 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010017 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010010 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two races | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010011 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010012 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010013 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010018 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010019 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010003 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!White alone | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010004 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!Black or Africa... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010005 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!American Indian... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010006 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!Asian alone | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010001 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010002 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010007 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!Native Hawaiian... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010008 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Population of one race!!Some Other Race... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010009 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010070 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of six races | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010071 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of six ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010061 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010062 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010063 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010064 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010060 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010069 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010065 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010066 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010067 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of five r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
P010020 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010025 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010026 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010027 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010028 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010021 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010022 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010023 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010024 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of two ra... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010029 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010050 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010051 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010052 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010053 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010058 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010059 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010054 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010055 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010056 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010057 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010040 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010041 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010042 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010047 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010048 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010049 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of four r... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010043 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010044 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010045 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
P010046 | \n", "NaN | \n", "RACE FOR THE POPULATION 18 YEARS AND OVER | \n", "P10 | \n", "Total!!Two or More Races!!Population of three ... | \n", "0 | \n", "NaN | \n", "int | \n", "NaN | \n", "NaN | \n", "
71 rows × 9 columns
\n", "