diff --git a/conf/variables/core.yaml b/conf/variables/core.yaml index 9899a31..b339295 100644 --- a/conf/variables/core.yaml +++ b/conf/variables/core.yaml @@ -524,31 +524,28 @@ names: dataset: acs/acs1 codes: num: - - B15001_010E #Estimate!!Total!!Male!!18 to 24 years!!Graduate or professional degree - - B15001_018E #Estimate!!Total!!Male!!25 to 34 years!!Graduate or professional degree - - B15001_026E #Estimate!!Total!!Male!!35 to 44 years!!Graduate or professional degree - - B15001_034E #Estimate!!Total!!Male!!45 to 64 years!!Graduate or professional degree - - B15001_042E #Estimate!!Total!!Male!!65 years and over!!Graduate or professional degree - - B15001_051E #Estimate!!Total!!Female!!18 to 24 years!!Graduate or professional degree - - B15001_059E #Estimate!!Total!!Female!!25 to 34 years!!Graduate or professional degree - - B15001_067E #Estimate!!Total!!Female!!35 to 44 years!!Graduate or professional degree - - B15001_075E #Estimate!!Total!!Female!!45 to 64 years!!Graduate or professional degree - - B15001_083E #Estimate!!Total!!Female!!65 years and over!!Graduate or professional degree + - B15002_015E #Estimate!!Total!!Male!!Bachelor's degree + - B15002_016E #Estimate!!Total!!Male!!Master's degree + - B15002_017E #Estimate!!Total!!Male!!Professional school degree + - B15002_018E #Estimate!!Total!!Male!!Doctorate degree + - B15002_032E #Estimate!!Total!!Female!!Bachelor's degree + - B15002_033E #Estimate!!Total!!Female!!Master's degree + - B15002_034E #Estimate!!Total!!Female!!Professional school degree + - B15002_035E #Estimate!!Total!!Female!!Doctorate degree + acs5: - from_year: 2009 dataset: acs/acs5 codes: num: - - B15001_010E #Estimate!!Total!!Male!!18 to 24 years!!Graduate or professional degree - - B15001_018E #Estimate!!Total!!Male!!25 to 34 years!!Graduate or professional degree - - B15001_026E #Estimate!!Total!!Male!!35 to 44 years!!Graduate or professional degree - - B15001_034E #Estimate!!Total!!Male!!45 to 64 years!!Graduate or professional degree - - B15001_042E #Estimate!!Total!!Male!!65 years and over!!Graduate or professional degree - - B15001_051E #Estimate!!Total!!Female!!18 to 24 years!!Graduate or professional degree - - B15001_059E #Estimate!!Total!!Female!!25 to 34 years!!Graduate or professional degree - - B15001_067E #Estimate!!Total!!Female!!35 to 44 years!!Graduate or professional degree - - B15001_075E #Estimate!!Total!!Female!!45 to 64 years!!Graduate or professional degree - - B15001_083E #Estimate!!Total!!Female!!65 years and over!!Graduate or professional degree + - B15002_015E #Estimate!!Total!!Male!!Bachelor's degree + - B15002_016E #Estimate!!Total!!Male!!Master's degree + - B15002_017E #Estimate!!Total!!Male!!Professional school degree + - B15002_018E #Estimate!!Total!!Male!!Doctorate degree + - B15002_032E #Estimate!!Total!!Female!!Bachelor's degree + - B15002_033E #Estimate!!Total!!Female!!Master's degree + - B15002_034E #Estimate!!Total!!Female!!Professional school degree + - B15002_035E #Estimate!!Total!!Female!!Doctorate degree pop_poverty: dec: diff --git a/notes/variable_explorer.ipynb b/notes/variable_explorer.ipynb index 435951e..0436d44 100644 --- a/notes/variable_explorer.ipynb +++ b/notes/variable_explorer.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -132,9 +132,91 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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SYMBOLDATASETTITLE
8ACS5acs/acs5American Community Survey: 5-Year Estimates: Detailed Tables 5-Year
9ACS5_PROFILEacs/acs5/profileAmerican Community Survey: 5-Year Estimates: Data Profiles 5-Year
10ACS5_PUMSacs/acs5/pums2005-2009 American Community Survey: 5-Year Estimates - Public Use Microdata Sample
11ACS5_PUMSPRacs/acs5/pumspr2005-2009 American Community Survey: 5-Year Estimates - Puerto Rico Public Use Microdata Sample
12Noneacs52005-2009 American Community Survey 5-Year Estimates
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" + ], + "text/plain": [ + " SYMBOL DATASET \\\n", + "8 ACS5 acs/acs5 \n", + "9 ACS5_PROFILE acs/acs5/profile \n", + "10 ACS5_PUMS acs/acs5/pums \n", + "11 ACS5_PUMSPR acs/acs5/pumspr \n", + "12 None acs5 \n", + "\n", + " TITLE \n", + "8 American Community Survey: 5-Year Estimates: Detailed Tables 5-Year \n", + "9 American Community Survey: 5-Year Estimates: Data Profiles 5-Year \n", + "10 2005-2009 American Community Survey: 5-Year Estimates - Public Use Microdata Sample \n", + "11 2005-2009 American Community Survey: 5-Year Estimates - Puerto Rico Public Use Microdata Sample \n", + "12 2005-2009 American Community Survey 5-Year Estimates " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df_datasets = ced.variables.all_data_sets(year=2009)\n", "df_datasets[df_datasets['DATASET'].str.contains('acs5')][['SYMBOL', 'DATASET', 'TITLE']]" @@ -149,9 +231,91 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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SYMBOLDATASETTITLE
0ACS1acs/acs1American Community Survey: 1-Year Estimates: Detailed Tables 1-Year
1ACS1_PROFILEacs/acs1/profileAmerican Community Survey: 1-Year Estimates: Data Profiles 1-Year
2ACS1_PUMSacs/acs1/pums2009 American Community Survey: 1-Year Estimates - Public Use Microdata Sample
3ACS1_PUMSPRacs/acs1/pumspr2009 American Community Survey: 1-Year Estimates - Puerto Rico Public Use Microdata Sample
4ACS1_SPPacs/acs1/sppAmerican Community Survey: 1-Year Estimates: Selected Population Profiles 1-Year
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SYMBOLDATASETTITLE
4CPS_BASIC_DECcps/basic/decDec 2000 Current Population Survey: Basic Monthly
20DECENNIAL_AIANdec/aianDecennial Census: American Indian and Alaska Native Summary File
21DECENNIAL_AIANPROFILEdec/aianprofileDecennial Census: American Indian and Alaska Native Demographic Profile
22DECENNIAL_ASdec/asDecennial Census: American Samoa Summary File
23DECENNIAL_CD110Hdec/cd110hDecennial Census: 110th Congressional District Summary File (100-Percent)
24DECENNIAL_CD110HPROFILEdec/cd110hprofileDecennial Census: 110th Congressional District Demographic Profile (100-Percent)
25DECENNIAL_CD110Sdec/cd110sDecennial Census: 110th Congressional District Summary File (Sample)
26DECENNIAL_CD110SPROFILEdec/cd110sprofileDecennial Census: 110th Congressional District Demographic Profile (Sample)
27DECENNIAL_CQRdec/cqrDecennial Census: Count Question Resolution
28DECENNIAL_GUdec/guDecennial Census: Guam Summary File
29DECENNIAL_MPdec/mpDecennial Census: Commonwealth of the Northern Mariana Islands Summary File
30DECENNIAL_PUBLIC_LAW_94_171dec/plDecennial Census: Redistricting Data (PL 94-171)
31DECENNIAL_SF1dec/sf1Decennial Census: Summary File 1
32DECENNIAL_SF2dec/sf2Decennial Census: Summary File 2
33DECENNIAL_SF2PROFILEdec/sf2profileDecennial Census: Summary File 2 Demographic Profile
34DECENNIAL_SF3dec/sf3Decennial Census: Summary File 3
35DECENNIAL_SF3PROFILEdec/sf3profileDecennial Census: Summary File 3 Demographic Profile
36DECENNIAL_SF4dec/sf4Decennial Census: Summary File 4
37DECENNIAL_SF4PROFILEdec/sf4profileDecennial Census: Summary File 4 Demographic Profile
38DECENNIAL_SLDHdec/sldhDecennial Census: State Legislative District Summary File (100-Percent)
39DECENNIAL_SLDHPROFILEdec/sldhprofileDecennial Census: State Legislative District Demographic Profile (100-Percent)
40DECENNIAL_SLDSdec/sldsDecennial Census: State Legislative District Summary File (Sample)
41DECENNIAL_SLDSPROFILEdec/sldsprofileDecennial Census: State Legislative District Demographic Profile (Sample)
42DECENNIAL_VIdec/viDecennial Census: U.S. Virgin Islands Summary File
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SYMBOLDATASETTITLE
24CPS_BASIC_DECcps/basic/decDec 2010 Current Population Survey: Basic Monthly
37CPS_FOODSEC_DECcps/foodsec/decDec 2010 Current Population Survey: Food Security Supplement
45DECENNIAL_AIANdec/aianDecennial Census: American Indian and Alaska Native Summary File
46DECENNIAL_ASdec/asDecennial Census: American Samoa Summary File
47DECENNIAL_ASYOEdec/asyoeDecennial Census: American Samoa Year of Entry File
48DECENNIAL_CD113dec/cd113Decennial CD113
49DECENNIAL_CD113PROFILEdec/cd113profileDecennial Census: 113th Congressional District Demographic Profile
50DECENNIAL_CD115dec/cd115Decennial CD115
51DECENNIAL_CD115PROFILEdec/cd115profileDecennial Census: 115th Congressional District Demographic Profile
52DECENNIAL_CD116dec/cd116Decennial Congressional District 116
53DECENNIAL_GUdec/guDecennial Census: Guam Summary File
54DECENNIAL_GUYOEdec/guyoeDecennial Census: Guam Year of Entry File
55DECENNIAL_MPdec/mpDecennial Census: Commonwealth of the Northern Mariana Islands Summary File
56DECENNIAL_MPYOEdec/mpyoeDecennial Census: Commonwealth of the Northern Mariana Islands Year of Entry File
57DECENNIAL_PUBLIC_LAW_94_171dec/plDecennial Census: Redistricting Data (PL 94-171)
58DECENNIAL_PLNATdec/plnatDecennial Census: National Redistricting Data
59DECENNIAL_RESPONSERATEdec/responserateDecennial Census: Decennial Self-Reponse Rate
60DECENNIAL_SF1dec/sf1Decennial SF1
61DECENNIAL_SF2dec/sf2Decennial SF2
62DECENNIAL_VIdec/viDecennial Census: U.S. Virgin Islands Summary File
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SYMBOLDATASETTITLE
18CPS_BASIC_DECcps/basic/decCurrent Population Survey: Basic Monthly
30CPS_FOODSEC_DECcps/foodsec/decCurrent Population Survey: Food Security Supplement
34DECENNIAL_CD118dec/cd118Decennial Census: 118th Congressional District Summary File
35DECENNIAL_CD119dec/cd1192020 Census 119th Congressional District
36DECENNIAL_CROSSTABASdec/crosstabasDecennial Census of Island Areas: American Samoa Detailed Crosstabulations
37DECENNIAL_CROSSTABGUdec/crosstabguDecennial Census of Island Areas: Guam Detailed Crosstabulations
38DECENNIAL_CROSSTABMPdec/crosstabmpDecennial Census of Island Areas: Commonwealth of the Northern Mariana Islands Detailed Crosstabulations
39DECENNIAL_CROSSTABVIdec/crosstabviDecennial Census of Island Areas: U.S. Virgin Islands Detailed Crosstabulations
40DECENNIAL_DDHCAdec/ddhcaDecennial Census: Detailed Demographic and Housing Characteristics File A
41DECENNIAL_DDHCBdec/ddhcb2020 Detailed Demographic and Housing Characteristics File B
42DECENNIAL_DHCdec/dhcDecennial Census: Demographic and Housing Characteristics
43DECENNIAL_DHCASdec/dhcasDecennial Census of Island Areas: American Samoa Demographic and Housing Characteristics
44DECENNIAL_DHCGUdec/dhcguDecennial Census of Island Areas: Guam Demographic and Housing Characteristics
45DECENNIAL_DHCMPdec/dhcmpDecennial Census of Island Areas: Commonwealth of the Northern Mariana Islands Demographic and Housing Characteristics
46DECENNIAL_DHCVIdec/dhcviDecennial Census of Island Areas: U.S. Virgin Islands Demographic and Housing Characteristics
47DECENNIAL_DPdec/dp2020 Demographic Profile
48DECENNIAL_DPASdec/dpasDecennial Census of Island Areas: American Samoa Demographic Profile
49DECENNIAL_DPGUdec/dpguDecennial Census of Island Areas: Guam Demographic Profile
50DECENNIAL_DPMPdec/dpmp2020 Commonwealth of the Northern Mariana Islands Demographic Profile
51DECENNIAL_DPVIdec/dpviDecennial Census of Island Areas: U.S. Virgin Islands Demographic Profile
52DECENNIAL_PESdec/pesDecennial Census: Decennial Post-Enumeration Survey
53DECENNIAL_PUBLIC_LAW_94_171dec/plDecennial Census: Redistricting Data (PL 94-171)
54DECENNIAL_RESPONSERATEdec/responserateDecennial Census: Decennial Self-Response Rate
55DECENNIAL_SDHCdec/sdhc2020 Supplemental Demographic and Housing Characteristics File (S-DHC)
56DECENNIAL_SELFRESPONSERATEdec/selfresponserate2020 Census Final Self-Response and Return Rates
\n", + "
" + ], + "text/plain": [ + " SYMBOL DATASET \\\n", + "18 CPS_BASIC_DEC cps/basic/dec \n", + "30 CPS_FOODSEC_DEC cps/foodsec/dec \n", + "34 DECENNIAL_CD118 dec/cd118 \n", + "35 DECENNIAL_CD119 dec/cd119 \n", + "36 DECENNIAL_CROSSTABAS dec/crosstabas \n", + "37 DECENNIAL_CROSSTABGU dec/crosstabgu \n", + "38 DECENNIAL_CROSSTABMP dec/crosstabmp \n", + "39 DECENNIAL_CROSSTABVI dec/crosstabvi \n", + "40 DECENNIAL_DDHCA dec/ddhca \n", + "41 DECENNIAL_DDHCB dec/ddhcb \n", + "42 DECENNIAL_DHC dec/dhc \n", + "43 DECENNIAL_DHCAS dec/dhcas \n", + "44 DECENNIAL_DHCGU dec/dhcgu \n", + "45 DECENNIAL_DHCMP dec/dhcmp \n", + "46 DECENNIAL_DHCVI dec/dhcvi \n", + "47 DECENNIAL_DP dec/dp \n", + "48 DECENNIAL_DPAS dec/dpas \n", + "49 DECENNIAL_DPGU dec/dpgu \n", + "50 DECENNIAL_DPMP dec/dpmp \n", + "51 DECENNIAL_DPVI dec/dpvi \n", + "52 DECENNIAL_PES dec/pes \n", + "53 DECENNIAL_PUBLIC_LAW_94_171 dec/pl \n", + "54 DECENNIAL_RESPONSERATE dec/responserate \n", + "55 DECENNIAL_SDHC dec/sdhc \n", + "56 DECENNIAL_SELFRESPONSERATE dec/selfresponserate \n", + "\n", + " TITLE \n", + "18 Current Population Survey: Basic Monthly \n", + "30 Current Population Survey: Food Security Supplement \n", + "34 Decennial Census: 118th Congressional District Summary File \n", + "35 2020 Census 119th Congressional District \n", + "36 Decennial Census of Island Areas: American Samoa Detailed Crosstabulations \n", + "37 Decennial Census of Island Areas: Guam Detailed Crosstabulations \n", + "38 Decennial Census of Island Areas: Commonwealth of the Northern Mariana Islands Detailed Crosstabulations \n", + "39 Decennial Census of Island Areas: U.S. Virgin Islands Detailed Crosstabulations \n", + "40 Decennial Census: Detailed Demographic and Housing Characteristics File A \n", + "41 2020 Detailed Demographic and Housing Characteristics File B \n", + "42 Decennial Census: Demographic and Housing Characteristics \n", + "43 Decennial Census of Island Areas: American Samoa Demographic and Housing Characteristics \n", + "44 Decennial Census of Island Areas: Guam Demographic and Housing Characteristics \n", + "45 Decennial Census of Island Areas: Commonwealth of the Northern Mariana Islands Demographic and Housing Characteristics \n", + "46 Decennial Census of Island Areas: U.S. Virgin Islands Demographic and Housing Characteristics \n", + "47 2020 Demographic Profile \n", + "48 Decennial Census of Island Areas: American Samoa Demographic Profile \n", + "49 Decennial Census of Island Areas: Guam Demographic Profile \n", + "50 2020 Commonwealth of the Northern Mariana Islands Demographic Profile \n", + "51 Decennial Census of Island Areas: U.S. Virgin Islands Demographic Profile \n", + "52 Decennial Census: Decennial Post-Enumeration Survey \n", + "53 Decennial Census: Redistricting Data (PL 94-171) \n", + "54 Decennial Census: Decennial Self-Response Rate \n", + "55 2020 Supplemental Demographic and Housing Characteristics File (S-DHC) \n", + "56 2020 Census Final Self-Response and Return Rates " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df_datasets = ced.variables.all_data_sets(year=2020)\n", "df_datasets[df_datasets['DATASET'].str.contains('dec')][['SYMBOL', 'DATASET', 'TITLE']]" @@ -216,9 +1058,130 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
0B00001UNWEIGHTED SAMPLE COUNT OF THE POPULATION
1B00002UNWEIGHTED SAMPLE HOUSING UNITS
2B01001SEX BY AGE
3B01001ASEX BY AGE (WHITE ALONE)
4B01001BSEX BY AGE (BLACK OR AFRICAN AMERICAN ALONE)
.........
629C23002HSEX BY AGE BY EMPLOYMENT STATUS FOR THE POPULATION 16 YEARS AND OVER (WHITE ALONE, NOT HISPANIC OR LATINO)
630C23002ISEX BY AGE BY EMPLOYMENT STATUS FOR THE POPULATION 16 YEARS AND OVER (HISPANIC OR LATINO)
631C24010SEX BY OCCUPATION FOR THE CIVILIAN EMPLOYED POPULATION 16 YEARS AND OVER
632C24030SEX BY INDUSTRY FOR THE CIVILIAN EMPLOYED POPULATION 16 YEARS AND OVER
633C25095HOUSEHOLD INCOME BY SELECTED MONTHLY OWNER COSTS AS A PERCENTAGE OF HOUSEHOLD INCOME IN THE PAST 12 MONTHS
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634 rows × 2 columns

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" + ], + "text/plain": [ + " GROUP \\\n", + "0 B00001 \n", + "1 B00002 \n", + "2 B01001 \n", + "3 B01001A \n", + "4 B01001B \n", + ".. ... \n", + "629 C23002H \n", + "630 C23002I \n", + "631 C24010 \n", + "632 C24030 \n", + "633 C25095 \n", + "\n", + " DESCRIPTION \n", + "0 UNWEIGHTED SAMPLE COUNT OF THE POPULATION \n", + "1 UNWEIGHTED SAMPLE HOUSING UNITS \n", + "2 SEX BY AGE \n", + "3 SEX BY AGE (WHITE ALONE) \n", + "4 SEX BY AGE (BLACK OR AFRICAN AMERICAN ALONE) \n", + ".. ... \n", + "629 SEX BY AGE BY EMPLOYMENT STATUS FOR THE POPULATION 16 YEARS AND OVER (WHITE ALONE, NOT HISPANIC OR LATINO) \n", + "630 SEX BY AGE BY EMPLOYMENT STATUS FOR THE POPULATION 16 YEARS AND OVER (HISPANIC OR LATINO) \n", + "631 SEX BY OCCUPATION FOR THE CIVILIAN EMPLOYED POPULATION 16 YEARS AND OVER \n", + "632 SEX BY INDUSTRY FOR THE CIVILIAN EMPLOYED POPULATION 16 YEARS AND OVER \n", + "633 HOUSEHOLD INCOME BY SELECTED MONTHLY OWNER COSTS AS A PERCENTAGE OF HOUSEHOLD INCOME IN THE PAST 12 MONTHS \n", + "\n", + "[634 rows x 2 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "acs_acs5_groups_2009 = ced.variables.all_groups('acs/acs5', year=2009)[['GROUP', 'DESCRIPTION']]\n", "acs_acs5_groups_2009.to_csv('acs_acs5_groups_2009.csv', index=False)\n", @@ -227,25 +1190,100 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [GROUP, DESCRIPTION]\n", + "Index: []" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ced.variables.all_groups('acs/acs5/pums', year=2009)[['GROUP', 'DESCRIPTION']]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
0B00001UNWEIGHTED SAMPLE COUNT OF THE POPULATION
1B00002UNWEIGHTED SAMPLE HOUSING UNITS
2B01001SEX BY AGE
3B01001ASEX BY AGE (WHITE ALONE)
4B01001BSEX BY AGE (BLACK OR AFRICAN AMERICAN ALONE)
.........
1360C25116TENURE BY HOUSEHOLD SIZE BY AGE OF HOUSEHOLDER
1361C25117TENURE BY HOUSE HEATING FUEL
1362C25121HOUSEHOLD INCOME IN THE PAST 12 MONTHS (IN 2007 INFLATION-ADJUSTED DOLLARS) BY VALUE
1363C25122HOUSEHOLD INCOME IN THE PAST 12 MONTHS (IN 2007 INFLATION-ADJUSTED DOLLARS) BY GROSS RENT
1364C25123TENURE BY SELECTED PHYSICAL AND FINANCIAL CONDITIONS
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1365 rows × 2 columns

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" + ], + "text/plain": [ + " GROUP \\\n", + "0 B00001 \n", + "1 B00002 \n", + "2 B01001 \n", + "3 B01001A \n", + "4 B01001B \n", + "... ... \n", + "1360 C25116 \n", + "1361 C25117 \n", + "1362 C25121 \n", + "1363 C25122 \n", + "1364 C25123 \n", + "\n", + " DESCRIPTION \n", + "0 UNWEIGHTED SAMPLE COUNT OF THE POPULATION \n", + "1 UNWEIGHTED SAMPLE HOUSING UNITS \n", + "2 SEX BY AGE \n", + "3 SEX BY AGE (WHITE ALONE) \n", + "4 SEX BY AGE (BLACK OR AFRICAN AMERICAN ALONE) \n", + "... ... \n", + "1360 TENURE BY HOUSEHOLD SIZE BY AGE OF HOUSEHOLDER \n", + "1361 TENURE BY HOUSE HEATING FUEL \n", + "1362 HOUSEHOLD INCOME IN THE PAST 12 MONTHS (IN 2007 INFLATION-ADJUSTED DOLLARS) BY VALUE \n", + "1363 HOUSEHOLD INCOME IN THE PAST 12 MONTHS (IN 2007 INFLATION-ADJUSTED DOLLARS) BY GROSS RENT \n", + "1364 TENURE BY SELECTED PHYSICAL AND FINANCIAL CONDITIONS \n", + "\n", + "[1365 rows x 2 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "acs_acs1_groups_2007 = ced.variables.all_groups('acs/acs1', year=2007)[['GROUP', 'DESCRIPTION']]\n", "acs_acs1_groups_2007.to_csv('acs_acs1_groups_2007.csv', index=False)\n", @@ -270,27 +1429,188 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
0DP02Selected Social Characteristics in the United States: 2007
1DP02PRSelected Social Characteristics in Puerto Rico: 2007
2DP03Selected Economic Characteristics: 2007
3DP04Selected Housing Characteristics: 2007
4DP05ACS Demographic and Housing Estimates: 2007
\n", + "
" + ], + "text/plain": [ + " GROUP DESCRIPTION\n", + "0 DP02 Selected Social Characteristics in the United States: 2007\n", + "1 DP02PR Selected Social Characteristics in Puerto Rico: 2007\n", + "2 DP03 Selected Economic Characteristics: 2007\n", + "3 DP04 Selected Housing Characteristics: 2007\n", + "4 DP05 ACS Demographic and Housing Estimates: 2007" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ced.variables.all_groups('acs/acs1/profile', year=2007)[['GROUP', 'DESCRIPTION']]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [GROUP, DESCRIPTION]\n", + "Index: []" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ced.variables.all_groups('acs/acs1/pums', year=2007)[['GROUP', 'DESCRIPTION']]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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GROUPDESCRIPTION
0S0201Selected Population Profile in the United States
1S0201PRSelected Population Profile in Puerto Rico
\n", + "
" + ], + "text/plain": [ + " GROUP DESCRIPTION\n", + "0 S0201 Selected Population Profile in the United States\n", + "1 S0201PR Selected Population Profile in Puerto Rico" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# acs/acs1/spp is not available for 2007\n", "ced.variables.all_groups('acs/acs1/spp', year=2008)[['GROUP', 'DESCRIPTION']]" @@ -305,9 +1625,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sf1 2000\n", + "sf2 2000\n", + "sf3 2000\n", + "sf4 2000\n", + "sf1 2010\n", + "sf2 2010\n", + "dhc 2020\n" + ] + } + ], "source": [ "datasets = {\n", " 2000: ['sf1', 'sf2', 'sf3', 'sf4'],\n", @@ -324,13 +1658,29 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "dec_sf1_groups_2000 = ced.variables.all_groups('dec/sf1', year=2000)[['GROUP', 'DESCRIPTION']]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### valid years" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "acs1_years = list(i for i in range(2007, 2022 + 1) if i != 2020)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -493,7 +1843,6 @@ "metadata": {}, "outputs": [], "source": [ - "acs1_years = list(i for i in range(2007, 2022 + 1) if i != 2020)\n", "valid_codes = [len(validate_xyear(f'B01001_{i:03}E', 'B01001', 'acs/acs1', acs1_years)) == 1 for i in range(1, 50)]\n", "print(valid_codes)\n", "print(\"total codes:\", len(valid_codes))\n", @@ -886,9 +2235,224 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " GROUP \\\n", + "173 B14001 \n", + "\n", + " DESCRIPTION \n", + "173 SCHOOL ENROLLMENT BY LEVEL OF SCHOOL FOR THE POPULATION 3 YEARS AND OVER \n" + ] + }, + { + "data": { + "text/html": [ + "
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YEARDATASETGROUPVARIABLELABELSUGGESTED_WEIGHTVALUES
02010acs/acs5B14001B14001_001EEstimate!!TotalNaNNone
12010acs/acs5B14001B14001_002EEstimate!!Total!!Enrolled in schoolNaNNone
22010acs/acs5B14001B14001_003EEstimate!!Total!!Enrolled in school!!Enrolled in nursery school, preschoolNaNNone
32010acs/acs5B14001B14001_004EEstimate!!Total!!Enrolled in school!!Enrolled in kindergartenNaNNone
42010acs/acs5B14001B14001_005EEstimate!!Total!!Enrolled in school!!Enrolled in grade 1 to grade 4NaNNone
52010acs/acs5B14001B14001_006EEstimate!!Total!!Enrolled in school!!Enrolled in grade 5 to grade 8NaNNone
62010acs/acs5B14001B14001_007EEstimate!!Total!!Enrolled in school!!Enrolled in grade 9 to grade 12NaNNone
72010acs/acs5B14001B14001_008EEstimate!!Total!!Enrolled in school!!Enrolled in college, undergraduate yearsNaNNone
82010acs/acs5B14001B14001_009EEstimate!!Total!!Enrolled in school!!Graduate or professional schoolNaNNone
92010acs/acs5B14001B14001_010EEstimate!!Total!!Not enrolled in schoolNaNNone
102010acs/acs5B14001GEO_IDGeographyNaNNone
112010acs/acs5B14001NAMEGeographic Area NameNaNNone
\n", + "
" + ], + "text/plain": [ + " YEAR DATASET GROUP VARIABLE \\\n", + "0 2010 acs/acs5 B14001 B14001_001E \n", + "1 2010 acs/acs5 B14001 B14001_002E \n", + "2 2010 acs/acs5 B14001 B14001_003E \n", + "3 2010 acs/acs5 B14001 B14001_004E \n", + "4 2010 acs/acs5 B14001 B14001_005E \n", + "5 2010 acs/acs5 B14001 B14001_006E \n", + "6 2010 acs/acs5 B14001 B14001_007E \n", + "7 2010 acs/acs5 B14001 B14001_008E \n", + "8 2010 acs/acs5 B14001 B14001_009E \n", + "9 2010 acs/acs5 B14001 B14001_010E \n", + "10 2010 acs/acs5 B14001 GEO_ID \n", + "11 2010 acs/acs5 B14001 NAME \n", + "\n", + " LABEL \\\n", + "0 Estimate!!Total \n", + "1 Estimate!!Total!!Enrolled in school \n", + "2 Estimate!!Total!!Enrolled in school!!Enrolled in nursery school, preschool \n", + "3 Estimate!!Total!!Enrolled in school!!Enrolled in kindergarten \n", + "4 Estimate!!Total!!Enrolled in school!!Enrolled in grade 1 to grade 4 \n", + "5 Estimate!!Total!!Enrolled in school!!Enrolled in grade 5 to grade 8 \n", + "6 Estimate!!Total!!Enrolled in school!!Enrolled in grade 9 to grade 12 \n", + "7 Estimate!!Total!!Enrolled in school!!Enrolled in college, undergraduate years \n", + "8 Estimate!!Total!!Enrolled in school!!Graduate or professional school \n", + "9 Estimate!!Total!!Not enrolled in school \n", + "10 Geography \n", + "11 Geographic Area Name \n", + "\n", + " SUGGESTED_WEIGHT VALUES \n", + "0 NaN None \n", + "1 NaN None \n", + "2 NaN None \n", + "3 NaN None \n", + "4 NaN None \n", + "5 NaN None \n", + "6 NaN None \n", + "7 NaN None \n", + "8 NaN None \n", + "9 NaN None \n", + "10 NaN None \n", + "11 NaN None " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "print(acs_acs5_groups_2009[acs_acs5_groups_2009['GROUP'] == 'B14001'])\n", "ced.variables.all_variables('acs/acs5', 2010, 'B14001')" @@ -896,9 +2460,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[True, True, True, True, True, True, True, True, True, True]\n", + "total codes: 10\n", + "total valid codes: 10\n" + ] + } + ], "source": [ "valid_codes = [len(validate_xyear(f'B14001_{i:03}E', 'B14001', 'acs/acs5', range(2010, 2022+1))) == 1 for i in range(1, 11)]\n", "print(valid_codes)\n", @@ -908,9 +2482,145 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " GROUP \\\n", + "360 B14001 \n", + "\n", + " DESCRIPTION \n", + "360 SCHOOL ENROLLMENT BY LEVEL OF SCHOOL FOR THE POPULATION 3 YEARS AND OVER \n" + ] + }, + { + "data": { + "text/html": [ + "
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VARIABLELABEL
0B14001_001EEstimate!!Total
1B14001_002EEstimate!!Total!!Enrolled in school
2B14001_003EEstimate!!Total!!Enrolled in school!!Enrolled in nursery school, preschool
3B14001_004EEstimate!!Total!!Enrolled in school!!Enrolled in kindergarten
4B14001_005EEstimate!!Total!!Enrolled in school!!Enrolled in grade 1 to grade 4
5B14001_006EEstimate!!Total!!Enrolled in school!!Enrolled in grade 5 to grade 8
6B14001_007EEstimate!!Total!!Enrolled in school!!Enrolled in grade 9 to grade 12
7B14001_008EEstimate!!Total!!Enrolled in school!!Enrolled in college, undergraduate years
8B14001_009EEstimate!!Total!!Enrolled in school!!Graduate or professional school
9B14001_010EEstimate!!Total!!Not enrolled in school
10GEO_IDGeography
11NAMEGeographic Area Name
\n", + "
" + ], + "text/plain": [ + " VARIABLE \\\n", + "0 B14001_001E \n", + "1 B14001_002E \n", + "2 B14001_003E \n", + "3 B14001_004E \n", + "4 B14001_005E \n", + "5 B14001_006E \n", + "6 B14001_007E \n", + "7 B14001_008E \n", + "8 B14001_009E \n", + "9 B14001_010E \n", + "10 GEO_ID \n", + "11 NAME \n", + "\n", + " LABEL \n", + "0 Estimate!!Total \n", + "1 Estimate!!Total!!Enrolled in school \n", + "2 Estimate!!Total!!Enrolled in school!!Enrolled in nursery school, preschool \n", + "3 Estimate!!Total!!Enrolled in school!!Enrolled in kindergarten \n", + "4 Estimate!!Total!!Enrolled in school!!Enrolled in grade 1 to grade 4 \n", + "5 Estimate!!Total!!Enrolled in school!!Enrolled in grade 5 to grade 8 \n", + "6 Estimate!!Total!!Enrolled in school!!Enrolled in grade 9 to grade 12 \n", + "7 Estimate!!Total!!Enrolled in school!!Enrolled in college, undergraduate years \n", + "8 Estimate!!Total!!Enrolled in school!!Graduate or professional school \n", + "9 Estimate!!Total!!Not enrolled in school \n", + "10 Geography \n", + "11 Geographic Area Name " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "print(acs_acs1_groups_2007[acs_acs1_groups_2007['GROUP'] == 'B14001'])\n", "ced.variables.all_variables('acs/acs1', 2007, 'B14001')[['VARIABLE', 'LABEL']]" @@ -918,9 +2628,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[True, True, True, True, True, True, True, True, True, True]\n", + "total codes: 10\n", + "total valid codes: 10\n" + ] + } + ], "source": [ "valid_codes = [len(validate_xyear(f'B14001_{i:03}E', 'B14001', 'acs/acs1', acs1_years)) == 1 for i in range(1, 11)]\n", "print(valid_codes)\n", @@ -930,9 +2650,694 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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YEARDATASETGROUPVARIABLELABELSUGGESTED_WEIGHTVALUES
02000dec/sf3P036GEO_IDGeographyNaNNone
12000dec/sf3P036NAMELabel for GEO_IDNaNNone
22000dec/sf3P036P036001TotalNaNNone
32000dec/sf3P036P036002Total!!MaleNaNNone
42000dec/sf3P036P036003Total!!Male!!Enrolled in nursery school, preschoolNaNNone
52000dec/sf3P036P036004Total!!Male!!Enrolled in nursery school, preschool!!Public schoolNaNNone
62000dec/sf3P036P036005Total!!Male!!Enrolled in nursery school, preschool!!Private schoolNaNNone
72000dec/sf3P036P036006Total!!Male!!Enrolled in kindergartenNaNNone
82000dec/sf3P036P036007Total!!Male!!Enrolled in kindergarten!!Public schoolNaNNone
92000dec/sf3P036P036008Total!!Male!!Enrolled in kindergarten!!Private schoolNaNNone
102000dec/sf3P036P036009Total!!Male!!Enrolled in grade 1 to grade 4NaNNone
112000dec/sf3P036P036010Total!!Male!!Enrolled in grade 1 to grade 4!!Public schoolNaNNone
122000dec/sf3P036P036011Total!!Male!!Enrolled in grade 1 to grade 4!!Private schoolNaNNone
132000dec/sf3P036P036012Total!!Male!!Enrolled in grade 5 to grade 8NaNNone
142000dec/sf3P036P036013Total!!Male!!Enrolled in grade 5 to grade 8!!Public schoolNaNNone
152000dec/sf3P036P036014Total!!Male!!Enrolled in grade 5 to grade 8!!Private schoolNaNNone
162000dec/sf3P036P036015Total!!Male!!Enrolled in grade 9 to grade 12NaNNone
172000dec/sf3P036P036016Total!!Male!!Enrolled in grade 9 to grade 12!!Public schoolNaNNone
182000dec/sf3P036P036017Total!!Male!!Enrolled in grade 9 to grade 12!!Private schoolNaNNone
192000dec/sf3P036P036018Total!!Male!!Enrolled in college, undergraduate yearsNaNNone
202000dec/sf3P036P036019Total!!Male!!Enrolled in college, undergraduate years!!Public schoolNaNNone
212000dec/sf3P036P036020Total!!Male!!Enrolled in college, undergraduate years!!Private schoolNaNNone
222000dec/sf3P036P036021Total!!Male!!Enrolled in graduate or professional schoolNaNNone
232000dec/sf3P036P036022Total!!Male!!Enrolled in graduate or professional school!!Public schoolNaNNone
242000dec/sf3P036P036023Total!!Male!!Enrolled in graduate or professional school!!Private schoolNaNNone
252000dec/sf3P036P036024Total!!Male!!Not enrolled in schoolNaNNone
262000dec/sf3P036P036025Total!!FemaleNaNNone
272000dec/sf3P036P036026Total!!Female!!Enrolled in nursery school, preschoolNaNNone
282000dec/sf3P036P036027Total!!Female!!Enrolled in nursery school, preschool!!Public schoolNaNNone
292000dec/sf3P036P036028Total!!Female!!Enrolled in nursery school, preschool!!Private schoolNaNNone
302000dec/sf3P036P036029Total!!Female!!Enrolled in kindergartenNaNNone
312000dec/sf3P036P036030Total!!Female!!Enrolled in kindergarten!!Public schoolNaNNone
322000dec/sf3P036P036031Total!!Female!!Enrolled in kindergarten!!Private schoolNaNNone
332000dec/sf3P036P036032Total!!Female!!Enrolled in grade 1 to grade 4NaNNone
342000dec/sf3P036P036033Total!!Female!!Enrolled in grade 1 to grade 4!!Public schoolNaNNone
352000dec/sf3P036P036034Total!!Female!!Enrolled in grade 1 to grade 4!!Private schoolNaNNone
362000dec/sf3P036P036035Total!!Female!!Enrolled in grade 5 to grade 8NaNNone
372000dec/sf3P036P036036Total!!Female!!Enrolled in grade 5 to grade 8!!Public schoolNaNNone
382000dec/sf3P036P036037Total!!Female!!Enrolled in grade 5 to grade 8!!Private schoolNaNNone
392000dec/sf3P036P036038Total!!Female!!Enrolled in grade 9 to grade 12NaNNone
402000dec/sf3P036P036039Total!!Female!!Enrolled in grade 9 to grade 12!!Public schoolNaNNone
412000dec/sf3P036P036040Total!!Female!!Enrolled in grade 9 to grade 12!!Private schoolNaNNone
422000dec/sf3P036P036041Total!!Female!!Enrolled in college, undergraduate yearsNaNNone
432000dec/sf3P036P036042Total!!Female!!Enrolled in college, undergraduate years!!Public schoolNaNNone
442000dec/sf3P036P036043Total!!Female!!Enrolled in college, undergraduate years!!Private schoolNaNNone
452000dec/sf3P036P036044Total!!Female!!Enrolled in graduate or professional schoolNaNNone
462000dec/sf3P036P036045Total!!Female!!Enrolled in graduate or professional school!!Public schoolNaNNone
472000dec/sf3P036P036046Total!!Female!!Enrolled in graduate or professional school!!Private schoolNaNNone
482000dec/sf3P036P036047Total!!Female!!Not enrolled in schoolNaNNone
\n", + "
" + ], + "text/plain": [ + " YEAR DATASET GROUP VARIABLE \\\n", + "0 2000 dec/sf3 P036 GEO_ID \n", + "1 2000 dec/sf3 P036 NAME \n", + "2 2000 dec/sf3 P036 P036001 \n", + "3 2000 dec/sf3 P036 P036002 \n", + "4 2000 dec/sf3 P036 P036003 \n", + "5 2000 dec/sf3 P036 P036004 \n", + "6 2000 dec/sf3 P036 P036005 \n", + "7 2000 dec/sf3 P036 P036006 \n", + "8 2000 dec/sf3 P036 P036007 \n", + "9 2000 dec/sf3 P036 P036008 \n", + "10 2000 dec/sf3 P036 P036009 \n", + "11 2000 dec/sf3 P036 P036010 \n", + "12 2000 dec/sf3 P036 P036011 \n", + "13 2000 dec/sf3 P036 P036012 \n", + "14 2000 dec/sf3 P036 P036013 \n", + "15 2000 dec/sf3 P036 P036014 \n", + "16 2000 dec/sf3 P036 P036015 \n", + "17 2000 dec/sf3 P036 P036016 \n", + "18 2000 dec/sf3 P036 P036017 \n", + "19 2000 dec/sf3 P036 P036018 \n", + "20 2000 dec/sf3 P036 P036019 \n", + "21 2000 dec/sf3 P036 P036020 \n", + "22 2000 dec/sf3 P036 P036021 \n", + "23 2000 dec/sf3 P036 P036022 \n", + "24 2000 dec/sf3 P036 P036023 \n", + "25 2000 dec/sf3 P036 P036024 \n", + "26 2000 dec/sf3 P036 P036025 \n", + "27 2000 dec/sf3 P036 P036026 \n", + "28 2000 dec/sf3 P036 P036027 \n", + "29 2000 dec/sf3 P036 P036028 \n", + "30 2000 dec/sf3 P036 P036029 \n", + "31 2000 dec/sf3 P036 P036030 \n", + "32 2000 dec/sf3 P036 P036031 \n", + "33 2000 dec/sf3 P036 P036032 \n", + "34 2000 dec/sf3 P036 P036033 \n", + "35 2000 dec/sf3 P036 P036034 \n", + "36 2000 dec/sf3 P036 P036035 \n", + "37 2000 dec/sf3 P036 P036036 \n", + "38 2000 dec/sf3 P036 P036037 \n", + "39 2000 dec/sf3 P036 P036038 \n", + "40 2000 dec/sf3 P036 P036039 \n", + "41 2000 dec/sf3 P036 P036040 \n", + "42 2000 dec/sf3 P036 P036041 \n", + "43 2000 dec/sf3 P036 P036042 \n", + "44 2000 dec/sf3 P036 P036043 \n", + "45 2000 dec/sf3 P036 P036044 \n", + "46 2000 dec/sf3 P036 P036045 \n", + "47 2000 dec/sf3 P036 P036046 \n", + "48 2000 dec/sf3 P036 P036047 \n", + "\n", + " LABEL \\\n", + "0 Geography \n", + "1 Label for GEO_ID \n", + "2 Total \n", + "3 Total!!Male \n", + "4 Total!!Male!!Enrolled in nursery school, preschool \n", + "5 Total!!Male!!Enrolled in nursery school, preschool!!Public school \n", + "6 Total!!Male!!Enrolled in nursery school, preschool!!Private school \n", + "7 Total!!Male!!Enrolled in kindergarten \n", + "8 Total!!Male!!Enrolled in kindergarten!!Public school \n", + "9 Total!!Male!!Enrolled in kindergarten!!Private school \n", + "10 Total!!Male!!Enrolled in grade 1 to grade 4 \n", + "11 Total!!Male!!Enrolled in grade 1 to grade 4!!Public school \n", + "12 Total!!Male!!Enrolled in grade 1 to grade 4!!Private school \n", + "13 Total!!Male!!Enrolled in grade 5 to grade 8 \n", + "14 Total!!Male!!Enrolled in grade 5 to grade 8!!Public school \n", + "15 Total!!Male!!Enrolled in grade 5 to grade 8!!Private school \n", + "16 Total!!Male!!Enrolled in grade 9 to grade 12 \n", + "17 Total!!Male!!Enrolled in grade 9 to grade 12!!Public school \n", + "18 Total!!Male!!Enrolled in grade 9 to grade 12!!Private school \n", + "19 Total!!Male!!Enrolled in college, undergraduate years \n", + "20 Total!!Male!!Enrolled in college, undergraduate years!!Public school \n", + "21 Total!!Male!!Enrolled in college, undergraduate years!!Private school \n", + "22 Total!!Male!!Enrolled in graduate or professional school \n", + "23 Total!!Male!!Enrolled in graduate or professional school!!Public school \n", + "24 Total!!Male!!Enrolled in graduate or professional school!!Private school \n", + "25 Total!!Male!!Not enrolled in school \n", + "26 Total!!Female \n", + "27 Total!!Female!!Enrolled in nursery school, preschool \n", + "28 Total!!Female!!Enrolled in nursery school, preschool!!Public school \n", + "29 Total!!Female!!Enrolled in nursery school, preschool!!Private school \n", + "30 Total!!Female!!Enrolled in kindergarten \n", + "31 Total!!Female!!Enrolled in kindergarten!!Public school \n", + "32 Total!!Female!!Enrolled in kindergarten!!Private school \n", + "33 Total!!Female!!Enrolled in grade 1 to grade 4 \n", + "34 Total!!Female!!Enrolled in grade 1 to grade 4!!Public school \n", + "35 Total!!Female!!Enrolled in grade 1 to grade 4!!Private school \n", + "36 Total!!Female!!Enrolled in grade 5 to grade 8 \n", + "37 Total!!Female!!Enrolled in grade 5 to grade 8!!Public school \n", + "38 Total!!Female!!Enrolled in grade 5 to grade 8!!Private school \n", + "39 Total!!Female!!Enrolled in grade 9 to grade 12 \n", + "40 Total!!Female!!Enrolled in grade 9 to grade 12!!Public school \n", + "41 Total!!Female!!Enrolled in grade 9 to grade 12!!Private school \n", + "42 Total!!Female!!Enrolled in college, undergraduate years \n", + "43 Total!!Female!!Enrolled in college, undergraduate years!!Public school \n", + "44 Total!!Female!!Enrolled in college, undergraduate years!!Private school \n", + "45 Total!!Female!!Enrolled in graduate or professional school \n", + "46 Total!!Female!!Enrolled in graduate or professional school!!Public school \n", + "47 Total!!Female!!Enrolled in graduate or professional school!!Private school \n", + "48 Total!!Female!!Not enrolled in school \n", + "\n", + " SUGGESTED_WEIGHT VALUES \n", + "0 NaN None \n", + "1 NaN None \n", + "2 NaN None \n", + "3 NaN None \n", + "4 NaN None \n", + "5 NaN None \n", + "6 NaN None \n", + "7 NaN None \n", + "8 NaN None \n", + "9 NaN None \n", + "10 NaN None \n", + "11 NaN None \n", + "12 NaN None \n", + "13 NaN None \n", + "14 NaN None \n", + "15 NaN None \n", + "16 NaN None \n", + "17 NaN None \n", + "18 NaN None \n", + "19 NaN None \n", + "20 NaN None \n", + "21 NaN None \n", + "22 NaN None \n", + "23 NaN None \n", + "24 NaN None \n", + "25 NaN None \n", + "26 NaN None \n", + "27 NaN None \n", + "28 NaN None \n", + "29 NaN None \n", + "30 NaN None \n", + "31 NaN None \n", + "32 NaN None \n", + "33 NaN None \n", + "34 NaN None \n", + "35 NaN None \n", + "36 NaN None \n", + "37 NaN None \n", + "38 NaN None \n", + "39 NaN None \n", + "40 NaN None \n", + "41 NaN None \n", + "42 NaN None \n", + "43 NaN None \n", + "44 NaN None \n", + "45 NaN None \n", + "46 NaN None \n", + "47 NaN None \n", + "48 NaN None " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ced.variables.all_variables('dec/sf3', 2000, 'P036')" ] @@ -946,30 +3351,583 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " GROUP \\\n", + "179 B15002 \n", + "\n", + " DESCRIPTION \n", + "179 SEX BY EDUCATIONAL ATTAINMENT FOR THE POPULATION 25 YEARS AND OVER \n" + ] + } + ], "source": [ - "print(acs_acs5_groups_2009[acs_acs5_groups_2009['GROUP'] == 'B15001'])\n", - "df = ced.variables.all_variables('acs/acs5', 2009, 'B15001')\n", + "print(acs_acs5_groups_2009[acs_acs5_groups_2009['GROUP'] == 'B15002'])\n", + "df = ced.variables.all_variables('acs/acs5', 2009, 'B15002')\n", "df.to_csv('acs_acs5_education.csv', index=False)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " GROUP \\\n", + "376 B15002 \n", + "\n", + " DESCRIPTION \n", + "376 SEX BY EDUCATIONAL ATTAINMENT FOR THE POPULATION 25 YEARS AND OVER \n" + ] + } + ], "source": [ - "print(acs_acs1_groups_2007[acs_acs1_groups_2007['GROUP'] == 'B15001'])\n", + "print(acs_acs1_groups_2007[acs_acs1_groups_2007['GROUP'] == 'B15002'])\n", "#ced.variables.all_variables('acs/acs1', 2007, 'B15001')[['VARIABLE', 'LABEL']]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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YEARDATASETGROUPVARIABLELABELSUGGESTED_WEIGHTVALUES
02000dec/sf3P037GEO_IDGeographyNaNNone
12000dec/sf3P037NAMELabel for GEO_IDNaNNone
22000dec/sf3P037P037001TotalNaNNone
32000dec/sf3P037P037002Total!!MaleNaNNone
42000dec/sf3P037P037003Total!!Male!!No schooling completedNaNNone
52000dec/sf3P037P037004Total!!Male!!Nursery to 4th gradeNaNNone
62000dec/sf3P037P037005Total!!Male!!5th and 6th gradeNaNNone
72000dec/sf3P037P037006Total!!Male!!7th and 8th gradeNaNNone
82000dec/sf3P037P037007Total!!Male!!9th gradeNaNNone
92000dec/sf3P037P037008Total!!Male!!10th gradeNaNNone
102000dec/sf3P037P037009Total!!Male!!11th gradeNaNNone
112000dec/sf3P037P037010Total!!Male!!12th grade, no diplomaNaNNone
122000dec/sf3P037P037011Total!!Male!!High school graduate (includes equivalency)NaNNone
132000dec/sf3P037P037012Total!!Male!!Some college, less than 1 yearNaNNone
142000dec/sf3P037P037013Total!!Male!!Some college, 1 or more years, no degreeNaNNone
152000dec/sf3P037P037014Total!!Male!!Associate degreeNaNNone
162000dec/sf3P037P037015Total!!Male!!Bachelor's degreeNaNNone
172000dec/sf3P037P037016Total!!Male!!Master's degreeNaNNone
182000dec/sf3P037P037017Total!!Male!!Professional school degreeNaNNone
192000dec/sf3P037P037018Total!!Male!!Doctorate degreeNaNNone
202000dec/sf3P037P037019Total!!FemaleNaNNone
212000dec/sf3P037P037020Total!!Female!!No schooling completedNaNNone
222000dec/sf3P037P037021Total!!Female!!Nursery to 4th gradeNaNNone
232000dec/sf3P037P037022Total!!Female!!5th and 6th gradeNaNNone
242000dec/sf3P037P037023Total!!Female!!7th and 8th gradeNaNNone
252000dec/sf3P037P037024Total!!Female!!9th gradeNaNNone
262000dec/sf3P037P037025Total!!Female!!10th gradeNaNNone
272000dec/sf3P037P037026Total!!Female!!11th gradeNaNNone
282000dec/sf3P037P037027Total!!Female!!12th grade, no diplomaNaNNone
292000dec/sf3P037P037028Total!!Female!!High school graduate (includes equivalency)NaNNone
302000dec/sf3P037P037029Total!!Female!!Some college, less than 1 yearNaNNone
312000dec/sf3P037P037030Total!!Female!!Some college, 1 or more years, no degreeNaNNone
322000dec/sf3P037P037031Total!!Female!!Associate degreeNaNNone
332000dec/sf3P037P037032Total!!Female!!Bachelor's degreeNaNNone
342000dec/sf3P037P037033Total!!Female!!Master's degreeNaNNone
352000dec/sf3P037P037034Total!!Female!!Professional school degreeNaNNone
362000dec/sf3P037P037035Total!!Female!!Doctorate degreeNaNNone
\n", + "
" + ], + "text/plain": [ + " YEAR DATASET GROUP VARIABLE \\\n", + "0 2000 dec/sf3 P037 GEO_ID \n", + "1 2000 dec/sf3 P037 NAME \n", + "2 2000 dec/sf3 P037 P037001 \n", + "3 2000 dec/sf3 P037 P037002 \n", + "4 2000 dec/sf3 P037 P037003 \n", + "5 2000 dec/sf3 P037 P037004 \n", + "6 2000 dec/sf3 P037 P037005 \n", + "7 2000 dec/sf3 P037 P037006 \n", + "8 2000 dec/sf3 P037 P037007 \n", + "9 2000 dec/sf3 P037 P037008 \n", + "10 2000 dec/sf3 P037 P037009 \n", + "11 2000 dec/sf3 P037 P037010 \n", + "12 2000 dec/sf3 P037 P037011 \n", + "13 2000 dec/sf3 P037 P037012 \n", + "14 2000 dec/sf3 P037 P037013 \n", + "15 2000 dec/sf3 P037 P037014 \n", + "16 2000 dec/sf3 P037 P037015 \n", + "17 2000 dec/sf3 P037 P037016 \n", + "18 2000 dec/sf3 P037 P037017 \n", + "19 2000 dec/sf3 P037 P037018 \n", + "20 2000 dec/sf3 P037 P037019 \n", + "21 2000 dec/sf3 P037 P037020 \n", + "22 2000 dec/sf3 P037 P037021 \n", + "23 2000 dec/sf3 P037 P037022 \n", + "24 2000 dec/sf3 P037 P037023 \n", + "25 2000 dec/sf3 P037 P037024 \n", + "26 2000 dec/sf3 P037 P037025 \n", + "27 2000 dec/sf3 P037 P037026 \n", + "28 2000 dec/sf3 P037 P037027 \n", + "29 2000 dec/sf3 P037 P037028 \n", + "30 2000 dec/sf3 P037 P037029 \n", + "31 2000 dec/sf3 P037 P037030 \n", + "32 2000 dec/sf3 P037 P037031 \n", + "33 2000 dec/sf3 P037 P037032 \n", + "34 2000 dec/sf3 P037 P037033 \n", + "35 2000 dec/sf3 P037 P037034 \n", + "36 2000 dec/sf3 P037 P037035 \n", + "\n", + " LABEL \\\n", + "0 Geography \n", + "1 Label for GEO_ID \n", + "2 Total \n", + "3 Total!!Male \n", + "4 Total!!Male!!No schooling completed \n", + "5 Total!!Male!!Nursery to 4th grade \n", + "6 Total!!Male!!5th and 6th grade \n", + "7 Total!!Male!!7th and 8th grade \n", + "8 Total!!Male!!9th grade \n", + "9 Total!!Male!!10th grade \n", + "10 Total!!Male!!11th grade \n", + "11 Total!!Male!!12th grade, no diploma \n", + "12 Total!!Male!!High school graduate (includes equivalency) \n", + "13 Total!!Male!!Some college, less than 1 year \n", + "14 Total!!Male!!Some college, 1 or more years, no degree \n", + "15 Total!!Male!!Associate degree \n", + "16 Total!!Male!!Bachelor's degree \n", + "17 Total!!Male!!Master's degree \n", + "18 Total!!Male!!Professional school degree \n", + "19 Total!!Male!!Doctorate degree \n", + "20 Total!!Female \n", + "21 Total!!Female!!No schooling completed \n", + "22 Total!!Female!!Nursery to 4th grade \n", + "23 Total!!Female!!5th and 6th grade \n", + "24 Total!!Female!!7th and 8th grade \n", + "25 Total!!Female!!9th grade \n", + "26 Total!!Female!!10th grade \n", + "27 Total!!Female!!11th grade \n", + "28 Total!!Female!!12th grade, no diploma \n", + "29 Total!!Female!!High school graduate (includes equivalency) \n", + "30 Total!!Female!!Some college, less than 1 year \n", + "31 Total!!Female!!Some college, 1 or more years, no degree \n", + "32 Total!!Female!!Associate degree \n", + "33 Total!!Female!!Bachelor's degree \n", + "34 Total!!Female!!Master's degree \n", + "35 Total!!Female!!Professional school degree \n", + "36 Total!!Female!!Doctorate degree \n", + "\n", + " SUGGESTED_WEIGHT VALUES \n", + "0 NaN None \n", + "1 NaN None \n", + "2 NaN None \n", + "3 NaN None \n", + "4 NaN None \n", + "5 NaN None \n", + "6 NaN None \n", + "7 NaN None \n", + "8 NaN None \n", + "9 NaN None \n", + "10 NaN None \n", + "11 NaN None \n", + "12 NaN None \n", + "13 NaN None \n", + "14 NaN None \n", + "15 NaN None \n", + "16 NaN None \n", + "17 NaN None \n", + "18 NaN None \n", + "19 NaN None \n", + "20 NaN None \n", + "21 NaN None \n", + "22 NaN None \n", + "23 NaN None \n", + "24 NaN None \n", + "25 NaN None \n", + "26 NaN None \n", + "27 NaN None \n", + "28 NaN None \n", + "29 NaN None \n", + "30 NaN None \n", + "31 NaN None \n", + "32 NaN None \n", + "33 NaN None \n", + "34 NaN None \n", + "35 NaN None \n", + "36 NaN None " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "ced.variables.all_variables('dec/sf3', 2000, 'P037')" ] @@ -1395,7 +4353,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.16" + "version": "3.11.13" } }, "nbformat": 4,