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dataset_statistics.txt
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dataset_statistics.txt
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___________________________________________________________________________________________________________________________________________________________________
Florida Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(15104450, 38)
Column space
Index(['county_code', 'voter_id', 'last_name', 'name_suffix', 'first_name',
'middle_name', 'pr_exempt', 'res_address_1', 'res_address_2',
'res_city', 'res_state', 'res_zip_code', 'mail_address_1',
'mail_address_2', 'mail_address_3', 'mail_city', 'mail_state',
'mail_zip_code', 'mail_country', 'gender', 'race', 'birthdate',
'reg_date', 'party', 'precinct', 'precinct_group', 'precinct_split',
'precinct_suffix', 'voter_status', 'cong_dist', 'house_dist',
'senate_dist', 'county_commission_dist', 'school_board_dist',
'area_code', 'phone_num', 'phone_ext', 'email'],
dtype='object')
Race totals
WHITE 9251241
HISPANIC 2631894
BLCAK 2040365
UNKNOWN 455782
AAPI 314110
OTHER 273146
MULTIRACIAL 89562
AIAN 48350
Name: race, dtype: int64
Race by percentage
WHITE 0.61
HISPANIC 0.17
BLACK 0.14
UNKNOWN 0.03
AAPI 0.02
OTHER 0.02
MULTIRACIAL 0.01
AIAN 0.00
Name: race, dtype: float64
Gender by percentage
F 0.52
M 0.45
U 0.03
Name: gender, dtype: float64
Age ranges by percentage
County total
67
Counties by percentage
DAD 0.11
BRO 0.09
PAL 0.07
HIL 0.07
ORA 0.06
...
HAM 0.00
UNI 0.00
GLA 0.00
LAF 0.00
LIB 0.00
Name: county_code, Length: 67, dtype: float64
Zip Code Total
703671
Zip codes by percentage
* 0.0048
34787 0.0038
33411 0.0034
34711 0.0033
34953 0.0033
...
338534711 0.0000
331761704 0.0000
329034278 0.0000
325501907 0.0000
347368563 0.0000
Name: res_zip_code, Length: 703671, dtype: float64
___________________________________________________________________________________________________________________________________________________________________
North Carolina Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(8082149, 71)
Column space
Index(['county_id', 'county_desc', 'voter_reg_num', 'status_cd',
'voter_status_desc', 'reason_cd', 'voter_status_reason_desc',
'absent_ind', 'name_prefx_cd', 'last_name', 'first_name', 'middle_name',
'name_suffix_lbl', 'res_street_address', 'res_city_desc', 'state_cd',
'zip_code', 'mail_addr1', 'mail_addr2', 'mail_addr3', 'mail_addr4',
'mail_city', 'mail_state', 'mail_zipcode', 'full_phone_number',
'race_code', 'ethnic_code', 'party_cd', 'gender_code', 'birth_age',
'birth_state', 'drivers_lic', 'registr_dt', 'precinct_abbrv',
'precinct_desc', 'municipality_abbrv', 'municipality_desc',
'ward_abbrv', 'ward_desc', 'cong_dist_abbrv', 'super_court_abbrv',
'judic_dist_abbrv', 'nc_senate_abbrv', 'nc_house_abbrv',
'county_commiss_abbrv', 'county_commiss_desc', 'township_abbrv',
'township_desc', 'school_dist_abbrv', 'school_dist_desc',
'fire_dist_abbrv', 'fire_dist_desc', 'water_dist_abbrv',
'water_dist_desc', 'sewer_dist_abbrv', 'sewer_dist_desc',
'sanit_dist_abbrv', 'sanit_dist_desc', 'rescue_dist_abbrv',
'rescue_dist_desc', 'munic_dist_abbrv', 'munic_dist_desc',
'dist_1_abbrv', 'dist_1_desc', 'dist_2_abbrv', 'dist_2_desc',
'confidential_ind', 'birth_year', 'ncid', 'vtd_abbrv', 'vtd_desc'],
dtype='object')
Race totals
WHITE 5341774
BLACK 1721713
UNKOWN 584121
OTHER 213544
AAPI 107783
AIAN 61668
MULTIRACIAL 51543
3
Name: race_code, dtype: int64
Race by percentage
WHITE 0.66
BLACK 0.21
UNKNOWN 0.07
OTHER 0.03
AAPI 0.01
AIAN 0.01
MULTIRACIAL 0.01
0.00
Name: race_code, dtype: float64
Ethnicity by percentage
NL 0.74
UN 0.23
HL 0.03
Name: ethnic_code, dtype: float64
Gender by percentage
F 0.51
M 0.44
U 0.06
0.00
Name: gender_code, dtype: float64
Age ranges by percentage
(20, 30] 0.17
(50, 60] 0.16
(30, 40] 0.16
(60, 70] 0.15
(40, 50] 0.15
(70, 80] 0.10
(80, 90] 0.05
(0, 20] 0.04
(90, 1000] 0.02
Name: birth_age, dtype: float64
County total
100
Counties by percentage
WAKE 0.11
MECKLENBURG 0.11
GUILFORD 0.05
FORSYTH 0.04
DURHAM 0.03
...
ALLEGHANY 0.00
JONES 0.00
GRAHAM 0.00
HYDE 0.00
TYRRELL 0.00
Name: county_desc, Length: 100, dtype: float64
Zip Code Total
859
Zip codes by percentage
28269.0 0.0079
27587.0 0.0076
28277.0 0.0074
27610.0 0.0070
28078.0 0.0067
...
27404.0 0.0000
27402.0 0.0000
28026.0 0.0000
27113.0 0.0000
28471.0 0.0000
Name: zip_code, Length: 859, dtype: float64
___________________________________________________________________________________________________________________________________________________________________
Alabama Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(235581, 69)
Column space
Index(['County', 'Registrant Status', 'Name Title', 'First Name',
'Middle Name', 'Last Name', 'Name Suffix', 'Race', 'Gender',
'Registrant ID', 'Residential Address Number',
'Residential Address Number Suffix', 'Residential Address Direction',
'Residential Address Name', 'Residential Address Type',
'Residential Address Direction Suffix', 'Residential Unit Type',
'Residential Unit Number', 'Residential City', 'Residential State',
'Residential Zip', 'Residential Zip Segment', 'Mailing Address 1',
'Mailing Address 2', 'Mailing Address 3', 'Mailing Address 4',
'Mailing City', 'Mailing State', 'Mailing Zip', 'Mailing Zip Segment',
'Precinct Part Name', 'Precinct Part Designation', 'Precinct Name',
'Precinct Designation', 'Age', 'Date of Registration',
'Non-Standard Physical Address', 'County Commission', 'County School',
'Jefferson County District', 'Municipality', 'City District',
'Senate District', 'Congressional District', 'State School District',
'House District', 'Phone - Area Code', 'Phone Number - Exchange',
'Phone Number - Last Four Digits', 'Last Election Voted',
'Last Election Party Code', 'Election 2', 'Party Code 2', 'Election 3',
'Party Code 3', 'Election 4', 'Party Code 4', 'Election 5',
'Party Code 5', 'Election 6', 'Party Code 6', 'Election 7',
'Party Code 7', 'Election 8', 'Party Code 8', 'Election 9',
'Party Code 9', 'Election 10', 'Party Code 10'],
dtype='object')
Race totals
WHITE 166749
BLACK 54145
HISPANIC 5649
UNKOWN 4378
AAPI 2526
OTHER 917
AIAN 575
UNKNOWN (FEDERALLY-REGISTERED IN AL) 8
Name: Race, dtype: int64
Race by percentage
WHITE 0.71
BLACK 0.23
HISPANIC 0.02
UNKNOWN 0.02
AAPI 0.01
OTHER 0.00
AIAN 0.00
UNKNOWN (FEDERALLY-REGISTERED IN AL) 0.00
Name: Race, dtype: float64
Gender by percentage
M 0.5
F 0.5
U 0.0
Name: Gender, dtype: float64
Age ranges by percentage
(20, 30] 0.25
(30, 40] 0.18
(0, 20] 0.16
(40, 50] 0.14
(50, 60] 0.13
(60, 70] 0.09
(70, 80] 0.04
(80, 90] 0.01
(90, 1000] 0.00
Name: Age, dtype: float64
Municipality total
0
Municipalities by percentage
Series([], Name: Municipality, dtype: float64)
Zip Code Total
1139
Zip codes by percentage
35242 0.0139
35758 0.0126
36535 0.0122
36526 0.0116
36830 0.0107
...
36005 0.0000
35131 0.0000
36083 0.0000
35808 0.0000
36612 0.0000
Name: Residential Zip, Length: 1139, dtype: float64
___________________________________________________________________________________________________________________________________________________________________
Louisiana Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(2889260, 49)
Column space
Index(['Jurisdiction_Parish', 'Jurisdiction_Ward', 'Jurisdiction_Precinct',
'Personal_NamePrefix', 'Personal_FirstName', 'Personal_MiddleName',
'Personal_LastName', 'Personal_NameSuffix', 'Residence_HouseNumber',
'Residence_HouseFraction', 'Residence_StreetDirection',
'Residence_StreetName', 'Residence_ApartmentNumber', 'Residence_City',
'Residence_State', 'Residence_ZipCode5', 'Residence_ZipCode4',
'Mail_Address1', 'Mail_Address2', 'Mail_City', 'Mail_State',
'Mail_ZipCode5', 'Mail_ZipCode4', 'Mail_Country',
'Jurisdiction_District_AppealsCourt', 'Jurisdiction_District_BESE',
'Jurisdiction_District_City', 'Jurisdiction_District_Congressional',
'Jurisdiction_District_DistrictCourt',
'Jurisdiction_District_JusticeOfThePeace',
'Jurisdiction_District_PoliceJury',
'Jurisdiction_District_PublicService',
'Jurisdiction_District_Representative',
'Jurisdiction_District_SchoolBoard', 'Jurisdiction_District_Senate',
'Jurisdiction_District_SupremeCourt', 'Jurisdiction_District_TaxWard',
'Personal_Sex', 'Personal_Race', 'Registration_PoliticalPartyCode',
'Personal_Age', 'Registration_VoterStatus', 'Registration_Date',
'Registration_Number', 'Personal_Phone', 'LastVoted',
'Residence_WalkListOrder', 'Personal_NameOrder',
'Jurisdiction_District_SpecialsList'],
dtype='object')
Race totals
WHITE 1824983
BLACK 900863
OTHER 75552
HISPANIC 45072
AAPI 29302
AIAN 13488
Name: Personal_Race, dtype: int64
Race by percentage
WHITE 0.63
BLACK 0.31
OTHER 0.03
HISPANIC 0.02
AAPI 0.01
AIAN 0.00
Name: Personal_Race, dtype: float64
Gender by percentage
F 0.55
M 0.45
U 0.00
Name: Personal_Sex, dtype: float64
Age ranges by percentage
(30, 40] 0.18
(50, 60] 0.17
(60, 70] 0.17
(40, 50] 0.16
(20, 30] 0.15
(70, 80] 0.10
(80, 90] 0.04
(0, 20] 0.03
(90, 1000] 0.01
Name: Personal_Age, dtype: float64
City total
484
Cities by percentage
NEW ORLEANS 0.09
BATON ROUGE 0.08
SHREVEPORT 0.05
LAFAYETTE 0.03
METAIRIE 0.03
...
VICK 0.00
MANCHAC 0.00
JIGGER 0.00
CLARENCE 0.00
NEGREET 0.00
Name: Residence_City, Length: 484, dtype: float64
Zip Code Total
532
Zip codes by percentage
70072 0.0125
70726 0.0113
70065 0.0103
70769 0.0102
70810 0.0100
...
71414 0.0000
70139 0.0000
71460 0.0000
71014 0.0000
71451 0.0000
Name: Residence_ZipCode5, Length: 532, dtype: float64
___________________________________________________________________________________________________________________________________________________________________
Georgia Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(7517881, 63)
Column space
Index(['COUNTY_CODE', 'REGISTRATION_NUMBER', 'VOTER_STATUS', 'LAST_NAME',
'FIRST_NAME', 'MIDDLE_MAIDEN_NAME', 'NAME_SUFFIX', 'NAME_TITLE',
'RESIDENCE_HOUSE_NUMBER', 'RESIDENCE_STREET_NAME',
'RESIDENCE_STREET_SUFFIX', 'RESIDENCE_APT_UNIT_NBR', 'RESIDENCE_CITY',
'RESIDENCE_ZIPCODE', 'BIRTHDATE', 'REGISTRATION_DATE', 'RACE', 'GENDER',
'LAND_DISTRICT', 'LAND_LOT', 'STATUS_REASON', 'COUNTY_PRECINCT_ID',
'CITY_PRECINCT_ID', 'CONGRESSIONAL_DISTRICT', 'SENATE_DISTRICT',
'HOUSE_DISTRICT', 'JUDICIAL_DISTRICT', 'COMMISSION_DISTRICT',
'SCHOOL_DISTRICT', 'COUNTY_DISTRICTA_NAME', 'COUNTY_DISTRICTA_VALUE',
'COUNTY_DISTRICTB_NAME', 'COUNTY_DISTRICTB_VALUE', 'MUNICIPAL_NAME',
'MUNICIPAL_CODE', 'WARD_CITY_COUNCIL_NAME', 'WARD_CITY_COUNCIL_CODE',
'CITY_SCHOOL_DISTRICT_NAME', 'CITY_SCHOOL_DISTRICT_VALUE',
'CITY_DISTA_NAME', 'CITY_DISTA_VALUE', 'CITY_DISTB_NAME',
'CITY_DISTB_VALUE', 'CITY_DISTC_NAME', 'CITY_DISTC_VALUE',
'CITY_DISTD_NAME', 'CITY_DISTD_VALUE', 'DATE_LAST_VOTED',
'PARTY_LAST_VOTED', 'DATE_ADDED', 'DATE_CHANGED', 'DISTRICT_COMBO',
'RACE_DESC', 'LAST_CONTACT_DATE', 'MAIL_HOUSE_NBR', 'MAIL_STREET_NAME',
'MAIL_APT_UNIT_NBR', 'MAIL_CITY', 'MAIL_STATE', 'MAIL_ZIPCODE',
'MAIL_ADDRESS_2', 'MAIL_ADDRESS_3', 'MAIL_COUNTRY'],
dtype='object')
Race totals
WHITE 3942674
BLACK 2228912
UNKNOWN 692780
HISPANIC 280681
AAPI 199593
OTHER 148540
AIAN 24701
Name: RACE, dtype: int64
Race by percentage
WHITE 0.52
BLACK 0.30
UNKNOWN 0.09
HISPANIC 0.04
AAPI 0.03
OTHER 0.02
AIAN 0.00
Name: RACE, dtype: float64
Gender by percentage
F 0.53
M 0.47
O 0.00
Name: GENDER, dtype: float64
Age ranges by percentage
County total
159
Counties by percentage
60 0.11
67 0.08
44 0.07
33 0.07
25 0.03
...
30 0.00
62 0.00
152 0.00
118 0.00
131 0.00
Name: COUNTY_CODE, Length: 159, dtype: float64
Zip Code Total
572097
Zip codes by percentage
30349.0 0.0071
30043.0 0.0070
30024.0 0.0067
30044.0 0.0065
30040.0 0.0060
...
314052321.0 0.0000
314052325.0 0.0000
318246631.0 0.0000
314052329.0 0.0000
310891349.0 0.0000
Name: RESIDENCE_ZIPCODE, Length: 572097, dtype: float64
___________________________________________________________________________________________________________________________________________________________________
South Carolina Voter Registration Data Statistics
___________________________________________________________________________________________________________________________________________________________________
Dataset shape
(2108966, 40)
Column space
Index(['County', 'VoterRegistrationNumber', 'FirstName', 'MiddleName',
'LastName', 'Suffix', 'ResidenceLineNumber', 'ResidenceLineName',
'ResidenceLineSuite', 'ResidenceCity', 'ResidenceZipCode',
'MailingLineNumber', 'MailingLineName', 'MailingCity', 'MailingState',
'MailingZipCode', 'Gender', 'Race', 'RegistrationDate', 'DateOfBirth',
'DateLastVoted', 'GeneralElectionLastVoted',
'GeneralElectionPreviousVoted', 'DemocraticElectionLastVoted',
'DemocraticElectionPreviousVoted', 'RepublicanElectionLastVoted',
'RepublicanElectionPreviousVoted', 'WatershedDistrict', 'PrecinctCode',
'PrecinctName', 'Township', 'HouseDistrict', 'SenateDistrict',
'CntyCouncilDistrict', 'SchoolDistrict', 'CityCouncilDistrict',
'CongressionalDistrict', 'VoterStatus', 'MunicipalityCode',
'MunicipalityName'],
dtype='object')
Race totals
White 1479745
Black/African 542882
Hispanic 38763
Asian 21652
Other 10811
M 8613
Native American 4164
Unknown 2336
Name: Race, dtype: int64
Race by percentage
White 0.70
Black/African 0.26
Hispanic 0.02
Asian 0.01
Other 0.01
M 0.00
Native American 0.00
Unknown 0.00
Name: Race, dtype: float64
Gender by percentage
Female 0.55
Male 0.45
Unknown 0.00
Name: Gender, dtype: float64
Age ranges by percentage
County total
46
Counties by percentage
23 0.10
10 0.09
40 0.08
26 0.08
42 0.06
46 0.06
32 0.06
8 0.04
7 0.04
4 0.04
2 0.03
18 0.03
21 0.03
39 0.02
43 0.02
29 0.02
38 0.02
37 0.02
22 0.01
16 0.01
28 0.01
24 0.01
30 0.01
11 0.01
13 0.01
15 0.01
36 0.01
14 0.01
27 0.01
34 0.01
12 0.01
45 0.01
17 0.01
19 0.01
35 0.01
44 0.00
1 0.00
20 0.00
6 0.00
25 0.00
41 0.00
31 0.00
9 0.00
5 0.00
33 0.00
3 0.00
Name: County, dtype: float64
Zip Code Total
412
Zip codes by percentage
29072.0 0.0134
29681.0 0.0133
29464.0 0.0123
29732.0 0.0120
29485.0 0.0116
...
29433.0 0.0000
29834.0 0.0000
29813.0 0.0000
29589.0 0.0000
29143.0 0.0000
Name: ResidenceZipCode, Length: 412, dtype: float64