People
voters_modeling
This is a variety of our core voters table, optimized for data science use cases.
Schema
| Column | Description |
|---|---|
| state | State abbreviation |
| voterbase id | Unique voter ID |
| state county fips | State and county fips code, 5 digits |
| yob | Month and year of birth formatted as 4 digit integer (YYYY). YOB comes from voter registration data and commercial data. Some states truncate DOB to the first of the year making YOB better for matching in those cases. |
| age | Voter's age by end of current year, calculated by current_year - YOB |
| years reg | Number of years since registration date |
| gender female | Binary if voter is female |
| gender male | Binary if voter is male |
| eth aapi | One hot encoded column based on voterfile and modeled ethnicity |
| eth black | One hot encoded column based on voterfile and modeled ethnicity |
| eth latino | One hot encoded column based on voterfile and modeled ethnicity |
| eth native american | One hot encoded column based on voterfile and modeled ethnicity |
| eth other | One hot encoded column based on voterfile and modeled ethnicity |
| eth white | One hot encoded column based on voterfile and modeled ethnicity |
| eth voterfile | Binary flag if ethnicity is on the voterfile (1) or modeling (0) |
| modeled race aapi | Indigo race model, score from 0-1 with the probability that a voter is AAPI |
| modeled race black | Indigo race model, score from 0-1 with the probability that a voter is Black |
| modeled race latino | Indigo race model, score from 0-1 with the probability that a voter is Hispanic or Latino/a |
| modeled race native american | Indigo race model, score from 0-1 with the probability that a voter is Native American |
| modeled race white | Indigo race model, score from 0-1 with the probability that a voter is White |
| party dem | Binary flag if voter is a registered Democrat |
| party rep | Binary flag if voter is a registered Republican |
| party voterfile | Binary flag if voter has party registration on the voterfile |
| reg lat | Registration address latitude |
| reg long | Registration address longitude |
| fec hh contribution count rep | Total number of FEC contributions to Republicans in the household |
| fec hh contribution count dem | Total number of FEC contributions to Democrats in the household |
| fec hh contribution count total | Total number of FEC contributions in the household |
| fec hh contribution pct dem | Percent of FEC contributions in the household made to Democrats |
| ts model education college graduate | TargetSmart education model. Predicts the likelihood that an individual has attained a college-level or higher education. Scores are expressed from 0-1. A higher score represents a higher probability that a person's education level is college graduate or higher. |
| ts model education high school only | TargetSmart education model. Predicts the likelihood that an individual has not attained formal education beyond high school. Scores are expressed from 0-1. A higher score represents a higher probability that a person's education level is high school or lower. |
| ts model religion catholic | TargetSmart religion score. Predicts the likelihood that a voter identifies as Catholic. Scores are expressed from 0-1. A higher score indicates a higher likelihood to identify as Catholic. |
| ts model religion evangelical | TargetSmart religion score. Predicts the likelihood that a voter identifies as Evangelical. Scores are expressed from 0-1. A higher score indicates a higher likelihood to identify as Evangelical. |
| ts model religion jewish | TargetSmart religion score. Predicts the likelihood that a voter identifies as Jewish. Scores are expressed from 0-1. A higher score indicates a higher likelihood to identify as Jewish. |
| ts model religion mormon | TargetSmart religion score. Predicts the likelihood that a voter identifies as Mormon. Scores are expressed from 0-1. A higher score indicates a higher likelihood to identify as Mormon. |
| ts model gunowner | TargetSmart gun owner score. Predicts the likelihood that an individual supports stricter gun control laws. Scores are expressed from 0-1. A higher score indicates a higher likelihood that a person supports stricter gun control laws. |
| ts model veteran | TargetSmart veteran score. Predicts the likelihood that an individual is a military veteran or an active service member. Scores are expressed from 0-1. A higher score predicts a higher likelihood that the individual is a military veteran or an active service member. |
| ts model ideology score | TargetSmart ideology score. Predicts the likelihood that an individual supports liberal ideology. Scores are expressed from 0-1. A value of 1 represents those most likely (very liberal) and 0 represents those least likely (very conservative). |
| ts model children present score | TargetSmart children present score. Predicts the likelihood that a voter lives in a household with children. Scores are expressed from 0-1. A higher score represents a higher probability that a person lives in a household with children. |
| ts model marriage | TargetSmart marriage score. Predicts the likelihood that an individual is married. Scores are expressed from 0-1. A higher score represents a higher probability that a person is married. |
| ts model income rank | TargetSmart high income score. Predicts the likelihood that an individual has an income over $100,000. Scores are expressed from 0-1. A higher score represents a higher probability that a person would self-report income greater than $100,000. |
| ts model homeowner | TargetSmart homeowner score. Predicts the likelihood that an individual owns a home. Scores are expressed from 0-1. A higher score represents a higher probability that person owns a home. |
| modeled turnout midterm primary | Indigo midterm primary turnout model, score from 0-1 with the probability that a voter will turn out to vote in a midterm primary election |
| modeled turnout midterm general | Indigo midterm general turnout model, score from 0-1 with the probability that a voter will turn out to vote in a midterm general election |
| modeled turnout presidential primary | Indigo presidential primary turnout model, score from 0-1 with the probability that a voter will turn out to vote in a presidential primary election |
| modeled turnout presidential general | Indigo presidential general turnout model, score from 0-1 with the probability that a voter will turn out to vote in a presidential general election |
| modeled age | Voter's age by end of current year, calculated by current_year - YOB, modeled if DOB is missing |
| modeled dem partisanship | Indigo partisanship model, score from 0-1 with the probability that a voter indentifies as a Democrat |
| census tract 2020 | Census tract ID, 13 digits formatted as a string |
| census tract median income | Median income in census tract |
| census tract median rent | Median rent in census tract |
| census blockgroup 2020 | Census blockgroup ID, 16 digits formatted as a string |
| census blockgroup total pop | Total population in census blockgroup |
| census blockgroup households | Number of households in census blockgroup |
| census blockgroup n race aapi | AAPI population in census blockgroup |
| census blockgroup n race black | Black population in census blockgroup |
| census blockgroup n race hispanic | Hispanic or Latino/a population in census blockgroup |
| census blockgroup n race native american | Native American population in census blockgroup |
| census blockgroup n race white | White population in census blockgroup |
| census blockgroup n age 0 17 | Age 0-17 population in census blockgroup |
| census blockgroup n age 18 34 | Age 18-34 population in census blockgroup |
| census blockgroup n age 35 49 | Age 35-49 population in census blockgroup |
| census blockgroup n age 50 64 | Age 50-64 population in census blockgroup |
| census blockgroup n age 65 plus | Age 65+ population in census blockgroup |
| census blockgroup n edu less than high school | Population in census blockgroup with less than a high school education |
| census blockgroup n edu high school | Population in census blockgroup with only a high school diploma |
| census blockgroup n edu some college | Population in census blockgroup with some college education |
| census blockgroup n edu college | Population in census blockgroup with a four year college degree |
| census blockgroup n edu graduate degree | Population in census blockgroup with a graduate degree |
| census blockgroup n income less than 25000 | Population in census blockgroup with a household income less than $25,000 |
| census blockgroup n income 25000 49999 | Population in census blockgroup with a household income from $25,000-49,999 |
| census blockgroup n income 50000 99999 | Population in census blockgroup with a household income from $50,000-99,999 |
| census blockgroup n income 100000 150000 | Population in census blockgroup with a household income from $100,000-149,999 |
| census blockgroup n income 150000 199999 | Population in census blockgroup with a household income from $159,000-199,999 |
| census blockgroup n income 200000 over | Population in census blockgroup with a household income $200,000+ |
| census blockgroup n sex male | Male population in a census blockgroup |
| census blockgroup n sex female | Female population in a census blockgroup |
| census blockgroup pct race aapi | Percent of population in census blockgroup that identifies as AAPI |
| census blockgroup pct race black | Percent of population in census blockgroup that identifies as Black |
| census blockgroup pct race hispanic | Percent of population in census blockgroup that identifies as Hispanic or Latino/a |
| census blockgroup pct race native american | Percent of population in census blockgroup that identifies as Native American |
| census blockgroup pct race white | Percent of population in census blockgroup that identifies as White |
| census blockgroup pct age 0 17 | Percent of population in census blockgroup that is 0-17 years old |
| census blockgroup pct age 18 34 | Percent of population in census blockgroup that is 18-34 years old |
| census blockgroup pct age 35 49 | Percent of population in census blockgroup that is 35-49 years old |
| census blockgroup pct age 50 64 | Percent of population in census blockgroup that is 50-64 years old |
| census blockgroup pct age 64 plus | Percent of population in census blockgroup that is 65+ years old |
| census blockgroup pct edu less than hs | Percent of population in census blockgroup with less than a high school education |
| census blockgroup pct edu high school | Percent of population in census blockgroup with only a high school diploma |
| census blockgroup pct edu some college | Percent of population in census blockgroup with some college education |
| census blockgroup pct edu college | Percent of population in census blockgroup with a four year college degree |
| census blockgroup pct edu graduate degree | Percent of population in census blockgroup with a graduate degree |
| census blockgroup pct income 0 25k | Percent of population in census blockgroup with a household income less than $25,000 |
| census blockgroup pct income 25 50k | Percent of population in census blockgroup with a household income from $25,000-49,999 |
| census blockgroup pct income 50 100k | Percent of population in census blockgroup with a household income from $50,000-99,999 |
| census blockgroup pct income 100 150k | Percent of population in census blockgroup with a household income from $100,000-149,999 |
| census blockgroup pct income 150 200k | Percent of population in census blockgroup with a household income from $159,000-199,999 |
| census blockgroup pct income 200k plus | Percent of population in census blockgroup with a household income $200,000+ |
| census blockgroup pct sex male | Percent of population in a census blockgroup that is male |
| census blockgroup pct sex female | Percent of population in a census blockgroup that is female |
| census blockgroup median rent | Median rent in census blockgroup |
| g24 reg | 1 if voter was registered for specific election, 0 if not |
| g24 voted | 1 if voter voted in a specific election, 0 if not |
| g24 ballot type early | 1 if voter cast a ballot early in person for a specific election, 0 if not |
| g24 ballot type absentee | 1 if voter cast an absentee ballot for a specific election, 0 if not |
| g24 ballot type poll vote | 1 if voter cast a ballot at the polls on election day for a specific election, 0 if not |
| g24 ballot type unknown | 1 if voter cast a ballot by an unknown or unreported method for a specific election, 0 if not |
| p24 party dem | 1 if voter voted in a Democratic primary for a specific election, 0 if not |
| p24 party rep | 1 if voter voted in a Republican primary for a specific election, 0 if not |