#Imports
import pandas as pd
import os,requests
#Get key
pdKey = pd.read_csv('{}/APIkeys.csv'.format(os.environ['localappdata']))
census = pdKey.iloc[0,1]
List of variables: P003001: P003003: Total!!Black or African American alone
#Census API
theURL = 'https://api.census.gov/data/2010/dec/sf1'
params = {'get':'P003001,P003003,P010001,P010004',
'for':'block:*',
'in':'state:37%county:063',
'key':census
}
r = requests.get(theURL,params)
#Convert response to a dataframe
rJSON =r.json()
dfB = pd.DataFrame(rJSON[1:],columns=rJSON[0])
dfB['GEOID10'] = dfB.state+dfB.county+dfB.tract+dfB.block
dfB.head()
P003001 | P003003 | P010001 | P010004 | state | county | tract | block | GEOID10 | |
---|---|---|---|---|---|---|---|---|---|
0 | 97 | 62 | 73 | 47 | 37 | 063 | 000101 | 1000 | 370630001011000 |
1 | 35 | 16 | 31 | 14 | 37 | 063 | 000101 | 1020 | 370630001011020 |
2 | 51 | 23 | 35 | 15 | 37 | 063 | 000101 | 1001 | 370630001011001 |
3 | 59 | 19 | 40 | 14 | 37 | 063 | 000101 | 1005 | 370630001011005 |
4 | 59 | 22 | 47 | 20 | 37 | 063 | 000101 | 1015 | 370630001011015 |
dfB[dfB.GEOID10 == '370630020171012']
P003001 | P003003 | P010001 | P010004 | state | county | tract | block | GEOID10 | |
---|---|---|---|---|---|---|---|---|---|
3379 | 70 | 1 | 53 | 1 | 37 | 063 | 002017 | 1012 | 370630020171012 |
#Export to a table
dfB.iloc[:,[0,1,-1]].to_csv('Durham.csv',index=False)
Explore variables:
#Get list of variables and convert to a dataframe (transposed)
varsJson =requests.get('https://api.census.gov/data/2010/dec/sf1/variables.json').json()
dfVars = pd.DataFrame(varsJson['variables']).T
dfVars
attributes | concept | group | label | limit | predicateOnly | predicateType | required | values | |
---|---|---|---|---|---|---|---|---|---|
for | NaN | Census API Geography Specification | N/A | Census API FIPS 'for' clause | 0 | True | fips-for | NaN | NaN |
in | NaN | Census API Geography Specification | N/A | Census API FIPS 'in' clause | 0 | True | fips-in | NaN | NaN |
ucgid | NaN | Census API Geography Specification | N/A | Uniform Census Geography Identifier clause | 0 | True | ucgid | NaN | NaN |
PCT022021 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22 | Total!!Female!!Noninstitutionalized population... | 0 | NaN | int | NaN | NaN |
P028E001 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total | 0 | NaN | int | NaN | NaN |
P028E002 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households | 0 | NaN | int | NaN | NaN |
P028E005 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!4-person household | 0 | NaN | int | NaN | NaN |
P028E006 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!5-person household | 0 | NaN | int | NaN | NaN |
P028E003 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!2-person household | 0 | NaN | int | NaN | NaN |
P028E004 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!3-person household | 0 | NaN | int | NaN | NaN |
P028E009 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Nonfamily households | 0 | NaN | int | NaN | NaN |
P028E007 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!6-person household | 0 | NaN | int | NaN | NaN |
P028E008 | NaN | HOUSEHOLD TYPE BY HOUSEHOLD SIZE (NATIVE HAWAI... | P28E | Total!!Family households!!7-or-more-person hou... | 0 | NaN | int | NaN | NaN |
PCT022B001 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total | 0 | NaN | int | NaN | NaN |
PCT022B002 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total!!Male | 0 | NaN | int | NaN | NaN |
GEOCOMP | NaN | NaN | N/A | Geographic Component code | 0 | NaN | string | default displayed | {'item': {'R1': 'Not in an offshore area', 'S0... |
PCT024023 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In group quarters!!Noninstitutionalized... | 0 | NaN | int | NaN | NaN |
PCT022B012 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total!!Female | 0 | NaN | int | NaN | NaN |
PCT022B013 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total!!Female!!Institutionalized population (1... | 0 | NaN | int | NaN | NaN |
PCT022B010 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total!!Male!!Noninstitutionalized population (... | 0 | NaN | int | NaN | NaN |
PCT022B011 | NaN | GROUP QUARTERS POPULATION BY SEX BY GROUP QUA... | PCT22B | Total!!Male!!Noninstitutionalized population (... | 0 | NaN | int | NaN | NaN |
PCT024019 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024018 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024017 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024016 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024015 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024014 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households!... | 0 | NaN | int | NaN | NaN |
PCT024013 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In nonfamily households | 0 | NaN | int | NaN | NaN |
PCT024012 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In households!!In family households!!No... | 0 | NaN | int | NaN | NaN |
PCT024021 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP FOR THE POPULAT... | PCT24 | Total!!In group quarters | 0 | NaN | int | NaN | NaN |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
PCT012I209 | NaN | SEX BY AGE (WHITE ALONE, NOT HISPANIC OR LATINO) | PCT12I | Total!!Female!!110 years and over | 0 | NaN | int | NaN | NaN |
P012I010 | NaN | SEX BY AGE (WHITE ALONE, NOT HISPANIC OR LATINO) | P12I | Total!!Male!!22 to 24 years | 0 | NaN | int | NaN | NaN |
PCT012G052 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!49 years | 0 | NaN | int | NaN | NaN |
PCT012G053 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!50 years | 0 | NaN | int | NaN | NaN |
PCT012G050 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!47 years | 0 | NaN | int | NaN | NaN |
HCT001020 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
HCT001021 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012G051 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!48 years | 0 | NaN | int | NaN | NaN |
P012I019 | NaN | SEX BY AGE (WHITE ALONE, NOT HISPANIC OR LATINO) | P12I | Total!!Male!!62 to 64 years | 0 | NaN | int | NaN | NaN |
HCT001022 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012H100 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!97 years | 0 | NaN | int | NaN | NaN |
PCT012G056 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!53 years | 0 | NaN | int | NaN | NaN |
PCT012G057 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!54 years | 0 | NaN | int | NaN | NaN |
HCT001023 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012G054 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!51 years | 0 | NaN | int | NaN | NaN |
HCT001024 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012H102 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!99 years | 0 | NaN | int | NaN | NaN |
HCT001025 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012G055 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!52 years | 0 | NaN | int | NaN | NaN |
PCT012H101 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!98 years | 0 | NaN | int | NaN | NaN |
HCT001026 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012H104 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!105 to 109 years | 0 | NaN | int | NaN | NaN |
PCT012H103 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!100 to 104 years | 0 | NaN | int | NaN | NaN |
HCT001027 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Not Hispanic or Latino... | 0 | NaN | int | NaN | NaN |
PCT012H106 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Female | 0 | NaN | int | NaN | NaN |
PCT012G058 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!55 years | 0 | NaN | int | NaN | NaN |
HCT001028 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Hispanic or Latino hou... | 0 | NaN | int | NaN | NaN |
PCT012G059 | NaN | SEX BY AGE (TWO OR MORE RACES) | PCT12G | Total!!Male!!56 years | 0 | NaN | int | NaN | NaN |
PCT012H105 | NaN | SEX BY AGE (HISPANIC OR LATINO) | PCT12H | Total!!Male!!110 years and over | 0 | NaN | int | NaN | NaN |
HCT001029 | NaN | TENURE BY HISPANIC OR LATINO ORIGIN OF HOUSEHO... | HCT1 | Total!!Renter occupied!!Hispanic or Latino hou... | 0 | NaN | int | NaN | NaN |
9000 rows × 9 columns
#
df = pd.DataFrame(varsJson['variables']).T
df.head(10)
attributes | concept | group | label | limit | predicateOnly | predicateType | required | values | |
---|---|---|---|---|---|---|---|---|---|
for | NaN | Census API Geography Specification | N/A | Census API FIPS 'for' clause | 0 | True | fips-for | NaN | NaN |
in | NaN | Census API Geography Specification | N/A | Census API FIPS 'in' clause | 0 | True | fips-in | NaN | NaN |
ucgid | NaN | Census API Geography Specification | N/A | Uniform Census Geography Identifier clause | 0 | True | ucgid | NaN | NaN |
P029009 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP | P29 | Total!!In households!!In family households!!Ad... | 0 | NaN | int | NaN | NaN |
P029007 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP | P29 | Total!!In households!!In family households!!Sp... | 0 | NaN | int | NaN | NaN |
P029008 | NaN | HOUSEHOLD TYPE BY RELATIONSHIP | P29 | Total!!In households!!In family households!!Bi... | 0 | NaN | int | NaN | NaN |
PCO008033 | NaN | GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | PCO8 | Total (501)!!Female!!55 to 59 years | 0 | NaN | int | NaN | NaN |
PCO008034 | NaN | GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | PCO8 | Total (501)!!Female!!60 to 64 years | 0 | NaN | int | NaN | NaN |
PCO008035 | NaN | GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | PCO8 | Total (501)!!Female!!65 to 69 years | 0 | NaN | int | NaN | NaN |
PCO008036 | NaN | GROUP QUARTERS POPULATION IN COLLEGE/UNIVERSIT... | PCO8 | Total (501)!!Female!!70 to 74 years | 0 | NaN | int | NaN | NaN |
df.loc['P010001']#:'P005012']
attributes NaN concept RACE FOR THE POPULATION 18 YEARS AND OVER group P10 label Total limit 0 predicateOnly NaN predicateType int required NaN values NaN Name: P010001, dtype: object
df[df.group == 'P10']
attributes | concept | group | label | limit | predicateOnly | predicateType | required | values | |
---|---|---|---|---|---|---|---|---|---|
P010014 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010015 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010016 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010017 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010010 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two races | 0 | NaN | int | NaN | NaN |
P010011 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010012 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010013 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010018 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010019 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010003 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!White alone | 0 | NaN | int | NaN | NaN |
P010004 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!Black or Africa... | 0 | NaN | int | NaN | NaN |
P010005 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!American Indian... | 0 | NaN | int | NaN | NaN |
P010006 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!Asian alone | 0 | NaN | int | NaN | NaN |
P010001 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total | 0 | NaN | int | NaN | NaN |
P010002 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race | 0 | NaN | int | NaN | NaN |
P010007 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!Native Hawaiian... | 0 | NaN | int | NaN | NaN |
P010008 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Population of one race!!Some Other Race... | 0 | NaN | int | NaN | NaN |
P010009 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races | 0 | NaN | int | NaN | NaN |
P010070 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of six races | 0 | NaN | int | NaN | NaN |
P010071 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of six ra... | 0 | NaN | int | NaN | NaN |
P010061 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010062 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010063 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
P010064 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
P010060 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010069 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
P010065 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
P010066 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
P010067 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of five r... | 0 | NaN | int | NaN | NaN |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
P010020 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010025 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010026 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010027 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010028 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010021 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010022 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010023 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010024 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of two ra... | 0 | NaN | int | NaN | NaN |
P010029 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010050 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010051 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010052 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010053 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010058 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010059 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010054 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010055 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010056 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010057 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010040 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010041 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010042 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010047 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010048 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010049 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of four r... | 0 | NaN | int | NaN | NaN |
P010043 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010044 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010045 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
P010046 | NaN | RACE FOR THE POPULATION 18 YEARS AND OVER | P10 | Total!!Two or More Races!!Population of three ... | 0 | NaN | int | NaN | NaN |
71 rows × 9 columns