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2024 Forecast Data Dictionary

The data dictionary includes all types of data utilised across various models, indicating whether the datapoint is included in each model. It also provides a description of each data point, explaining its purpose and role in the modeling

Name

GOP Win

House

T

Senate

T

President

F

Factor Category

Structural

Description

Response variable, boolean indicating if republican won

Source

Historical election results

Name

Democrat Gender

House

T

Senate

T

President

F

Factor Category

Candidate Traits

Description

Gender of Democratic candidate

Source

Database on Ideology, Money in Politics, and Elections

Name

Democrat Ideology Score

House

T

Senate

T

President

F

Factor Category

Candidate Traits

Description

Ideal point estimate of Democratic candidate ideology based on campaign finance records (positive values are more conservative, negative values are more liberal; the further away from 0 a value is, the more extreme their ideology)

Source

Database on Ideology, Money in Politics, and Elections

Name

Freshman Incumbent

House

T

Senate

F

President

F

Factor Category

Candidate Traits

Description

0 = not freshman, 1 = freshman elected previous general election, 2 = freshman elected in special election more than 1 year earlier, 3 = freshmen elected in a special election during election year, 9 = seat not defended by major party incumbent

Source

Historical election results

Name

Republican Gender

House

T

Senate

T

President

F

Factor Category

Candidate Traits

Description

Gender of GOP candidate

Source

Database on Ideology, Money in Politics, and Elections

Name

Republican Ideology Score

House

T

Senate

T

President

F

Factor Category

Candidate Traits

Description

Ideal point estimate of Republican candidate ideology based on campaign finance records (positive values are more conservative, negative values are more liberal; the further away from 0 a value is, the more extreme their ideology)

Source

Database on Ideology, Money in Politics, and Elections

Name

3 Month Net Change in Weekly Wage

House

T

Senate

T

President

F

Factor Category

Economic Factors

Description

Net change in weekly wage over previous 3 months

Source

Federal Reserve Economic Data

Name

3 Month Percent Change in Weekly Wage

House

T

Senate

T

President

F

Factor Category

Economic Factors

Description

Percent change in weekly wage over previous 3 months

Source

Federal Reserve Economic Data

Name

Average Weekly Wage

House

T

Senate

T

President

F

Factor Category

Economic Factors

Description

Average weekly wage in the previous quarter

Source

Federal Reserve Economic Data

Name

Geo Class

House

T

Senate

T

President

F

Factor Category

Structural

Description

Description of how rural/urban the district is (e.g. "quite_rural", "extremely_urban", "semi_urban_rural")

Source

US Census Bureau

Name

Pop Density

House

T

Senate

F

President

T

Factor Category

Structural

Description

Population density of a cd/state

Source

US Census Bureau

Name

Unemployment Rate

House

T

Senate

T

President

T

Factor Category

Economic Factors

Description

Unemployment rate

Source

Federal Reserve Economic Data

Name

Unemployment Rate Net Change

House

T

Senate

T

President

F

Factor Category

Economic Factors

Description

State unemployment rate net change over year

Source

Federal Reserve Economic Data

Name

Unemployment Rate Percent Change

House

T

Senate

T

President

F

Factor Category

Economic Factors

Description

State unemployment rate percent change over year

Source

Federal Reserve Economic Data

Name

Urban Population Percent

House

T

Senate

T

President

F

Factor Category

Structural

Description

Percent urban population

Source

US Census Bureau

Name

CFG Involvement

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

CGF spent money T/F

Source

Federal Election Commission

Name

CFG Percent

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Percent of spending from CFG

Source

Federal Election Commission

Name

CLF Involvement

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

CLF spent money T/F

Source

Federal Election Commission

Name

CLF Percent

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Percent of spending from CLF

Source

Federal Election Commission

Name

DCCC Involvement

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

DCCC spent money T/F

Source

Federal Election Commission

Name

DCCC Percent

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Percent of spending from DCCC

Source

Federal Election Commission

Name

Dem CFG Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by CFG opposing Democrat

Source

Federal Election Commission

Name

Dem CFG Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by CFG supporting Democrat

Source

Federal Election Commission

Name

Dem CLF Oppose

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by CLF opposing Democrat

Source

Federal Election Commission

Name

Dem CLF Support

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by CLF supporting Democrat

Source

Federal Election Commission

Name

Dem DCCC Oppose

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by DCCC opposing Democrat

Source

Federal Election Commission

Name

Dem DCCC Support

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by DCCC supporting Democrat

Source

Federal Election Commission

Name

Dem Debts Or Loans Owed By

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic debts or loans owed by committee

Source

Federal Election Commission

Name

Dem Debts Or Loans Owed To

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic debts or loans owed to committee

Source

Federal Election Commission

Name

Dem Ending Cash On Hand

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic ending cash on hand

Source

Federal Election Commission

Name

Dem HMP Oppose

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by HMP opposing Democrat

Source

Federal Election Commission

Name

Dem HMP Support

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by HMP supporting Democrat

Source

Federal Election Commission

Name

Dem Ind Expenditure Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Independent Expenditures to oppose democratic candidate

Source

Federal Election Commission

Name

Dem Ind Expenditure Percent

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Democratic percent of independent Expenditures

Source

Federal Election Commission

Name

Dem Ind Expenditure Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Independent Expenditures to support democratic candidate

Source

Federal Election Commission

Name

Dem Individual Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic individual refunds

Source

Federal Election Commission

Name

Dem Itemized Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic itemized individual contributions

Source

Federal Election Commission

Name

Dem Loans Made By Candidate

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic loans made by candidate

Source

Federal Election Commission

Name

Dem NAOR Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by NAOR opposing Democrat

Source

Federal Election Commission

Name

Dem NAOR Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by NAOR supporting Democrat

Source

Federal Election Commission

Name

Dem NRCC Oppose

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by NRCC opposing Democrat

Source

Federal Election Commission

Name

Dem NRCC Support

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by NRCC supporting Democrat

Source

Federal Election Commission

Name

Dem Offsets To Operating Expenditures

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic offsets to operating Expenditures

Source

Federal Election Commission

Name

Dem Operating Expenditures

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic operating Expenditures

Source

Federal Election Commission

Name

Dem Other Committee Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic other committee refunds

Source

Federal Election Commission

Name

Dem Other Disbursements

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic other disbursements

Source

Federal Election Commission

Name

Dem Other Loan Repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic other loan repayments

Source

Federal Election Commission

Name

Dem Other Loans

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic other loans

Source

Federal Election Commission

Name

Dem Other Receipts

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic other receipts

Source

Federal Election Commission

Name

Dem Outspend

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Whether the democratic candidate outspent the republican

Source

Federal Election Commission

Name

Dem Political Party Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic Party refunds

Source

Federal Election Commission

Name

Dem Quarterly Itemized

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic quarterly itemized contributions

Source

Federal Election Commission

Name

Dem Quarterly Unitemized

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic quarterly unitemized contributions

Source

Federal Election Commission

Name

Dem Raised

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total raised

Source

Federal Election Commission

Name

Dem Spent

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total spent

Source

Federal Election Commission

Name

Dem Spent Ind Support Oppose

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Democratic total spent+Democratic independent Expenditures supporting+Republican independent Expenditures opposing

Source

Federal Election Commission

Name

Dem Total Contribution Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total contributions and refunds

Source

Federal Election Commission

Name

Dem Total Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total contributions

Source

Federal Election Commission

Name

Dem Total Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total individual contributions

Source

Federal Election Commission

Name

Dem Total Loan Repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total loan repayments

Source

Federal Election Commission

Name

Dem Total Loans Received

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic total loans received

Source

Federal Election Commission

Name

Dem Transfers From Other Authorized Committees

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic transfers from other authorized committees

Source

Federal Election Commission

Name

Dem Transfers To Other Authorized Committees

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic transfers to other authorized committees

Source

Federal Election Commission

Name

Dem Unitemized Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic unitemized individual contributions

Source

Federal Election Commission

Name

Democratic candidate contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic candidate contributions

Source

Federal Election Commission

Name

Democratic loan repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Democratic loan repayments

Source

Federal Election Commission

Name

GOP Candidate Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican candidate contributions

Source

Federal Election Commission

Name

GOP Candidate Contributions Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic candidate contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Candidate Loan Repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican loan repayments

Source

Federal Election Commission

Name

GOP Candidate Loan Repayments Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic candidate loan repayments (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP CFG Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by CFG opposing Republican

Source

Federal Election Commission

Name

GOP CFG Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by CFG supporting Republican

Source

Federal Election Commission

Name

GOP CLF Oppose

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by CLF opposing Republican

Source

Federal Election Commission

Name

GOP CLF Support

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by CLF supporting Republican

Source

Federal Election Commission

Name

GOP DCCC Oppose

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by DCCC opposing Republican

Source

Federal Election Commission

Name

GOP DCCC Support

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by DCCC supporting Republican

Source

Federal Election Commission

Name

GOP Debts Or Loans Owed By

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Republican debts or loans owed by committee

Source

Federal Election Commission

Name

GOP Debts Or Loans Owed To

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican debts or loans owed to committee

Source

Federal Election Commission

Name

GOP Ending Cash On Hand

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican ending cash on hand

Source

Federal Election Commission

Name

GOP Ending Cash On Hand Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic ending cash on hand (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP HMP Oppose

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by HMP opposing Republican

Source

Federal Election Commission

Name

GOP HMP Support

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Amount spent by HMP supporting Republican

Source

Federal Election Commission

Name

GOP Ind Expenditure Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Independent Expenditures to oppose republican candidate

Source

Federal Election Commission

Name

GOP Ind Expenditure Percent

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Republican percent of independent Expenditures

Source

Federal Election Commission

Name

GOP Ind Expenditure Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Independent Expenditures to support republican candidate

Source

Federal Election Commission

Name

GOP Individual Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican individual refunds

Source

Federal Election Commission

Name

GOP Individual Refunds Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic individual refunds (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Itemized Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican itemized individual contributions

Source

Federal Election Commission

Name

GOP Itemized Individual Contributions Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic itemized individual contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Loans Made By Candidate

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican loans made by candidate

Source

Federal Election Commission

Name

GOP Loans Made By Candidate Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic loans made by candidate (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP NAOR Oppose

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by NAOR opposing Republican

Source

Federal Election Commission

Name

GOP NAOR Support

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Amount spent by NAOR supporting Republican

Source

Federal Election Commission

Name

GOP NRCC Oppose

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by NRCC opposing Republican

Source

Federal Election Commission

Name

GOP NRCC Support

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Amount spent by NRCC supporting Republican

Source

Federal Election Commission

Name

GOP Offsets To Operating Expenditures

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican offsets to operating Expenditures

Source

Federal Election Commission

Name

GOP Offsets To Operating Expenditures Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic offsets to operating Expenditures (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Operating Expenditures

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican operating Expenditures

Source

Federal Election Commission

Name

GOP Operating Expenditures Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic operating Expenditures (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Committee Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican other committee refunds

Source

Federal Election Commission

Name

GOP Other Committee Refunds Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic other committee refunds (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Disbursements

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican other disbursements

Source

Federal Election Commission

Name

GOP Other Disbursements Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic other disbursements (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Loan Repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican other loan repayments

Source

Federal Election Commission

Name

GOP Other Loan Repayments Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic other loan repayments (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Loans

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican other loans

Source

Federal Election Commission

Name

GOP Other Loans Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic other loans (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Receipts

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican other receipts

Source

Federal Election Commission

Name

GOP Other Receipts Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic other receipts (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Political Party Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican Party refunds

Source

Federal Election Commission

Name

GOP Political Party Refunds Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic party refunds (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Quarterly Itemized

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican quarterly itemized contributions

Source

Federal Election Commission

Name

GOP Quarterly Itemized Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic quarterly itemized contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Quarterly Unitemized

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican quarterly unitemized contributions

Source

Federal Election Commission

Name

GOP Quarterly Unitemized Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic quarterly unitemized contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Raised

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total raised

Source

Federal Election Commission

Name

GOP Raised Score

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total raised (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Spent

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total spent

Source

Federal Election Commission

Name

GOP Spent Ind Support Oppose

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Republican total spent+Republican independent Expenditures supporting+Democratic independent Expenditures opposing

Source

Federal Election Commission

Name

GOP Spent Score

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total spent (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Total Contribution Refunds

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total contributions and refunds

Source

Federal Election Commission

Name

GOP Total Contribution Refunds Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total contributions and refunds (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Total Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total contributions

Source

Federal Election Commission

Name

GOP Total Contributions Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Total Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total individual contributions

Source

Federal Election Commission

Name

GOP Total Individual Contributions Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total individual contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Total Loan Repayments

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total loan repayments

Source

Federal Election Commission

Name

GOP Total Loan Repayments Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total loan repayments (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Total Loans Received

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican total loans received

Source

Federal Election Commission

Name

GOP Total Loans Received Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic total loans received (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Transfers From Other Authorized Committees

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican transfers from other authorized committees

Source

Federal Election Commission

Name

GOP Transfers From Other Authorized Committees Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic transfers from other authorized committees (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Transfers To Other Authorized Committees

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican transfers to other authorized committees

Source

Federal Election Commission

Name

GOP Transfers To Other Authorized Committees Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic transfers to other authorized committees (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Unitemized Individual Contributions

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Republican unitemized individual contributions

Source

Federal Election Commission

Name

GOP Unitemized Individual Contributions Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic unitemized individual contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

HMP Involved

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

HMP spent money T/F

Source

Federal Election Commission

Name

HMP Percent

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Percent of spending from HMP

Source

Federal Election Commission

Name

NAOR Involved

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

NAOR spent money T/F

Source

Federal Election Commission

Name

NAOR Percent

House

T

Senate

T

President

T

Factor Category

Outside Financials

Description

Percent of spending from NAOR

Source

Federal Election Commission

Name

NRCC Involved

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

NRCC spent money T/F

Source

Federal Election Commission

Name

NRCC Percent

House

T

Senate

F

President

F

Factor Category

Outside Financials

Description

Percent of spending from NRCC

Source

Federal Election Commission

Name

Over 20 Million

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Indicates whether 20 million total was spent by all candidates combined

Source

Federal Election Commission

Name

Over 3 Million

House

T

Senate

F

President

T

Factor Category

Candidate Financials

Description

Indicates whether 3 million total was spent by all candidates combined

Source

Federal Election Commission

Name

Total Money in Race

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Total money spent by GOP and Dem

Source

Federal Election Commission

Name

Adjusted PVI

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

PVI+national environment

Source

Calculated in-house

Name

Dem Last Vote Count

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Democratic vote count from previous cycle (same cd)

Source

Historical election results

Name

Dem Last Vote Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Democratic vote percent from previous cycle (same cd)

Source

Historical election results

Name

Dem Num Opponents

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Number of opponents in dem primary

Source

Historical election results

Name

Dem Pres Net Approve

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Net presidential approval (approval rating-disapproval rating) for Democratic Presidents, coded 0 if opposite party controls Presidency

Source

Gallup

Name

Dem Primary HHI

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Herfindahl-Hirschman index (HHI) using vote share distribution in dem primary

Source

Calculated in-house

Name

Dem Vote Count Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Democratic vote count from previous 3 cycles

Source

Historical election results

Name

Dem Vote Percent Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Democratic vote percent from previous 3 cycles

Source

Historical election results

Name

Generic Ballot National Environment

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

15 day average of generic congressional ballot of D vs R; positive values favor R, negative values favor D

Source

RealClearPolitics

Name

GOP Last Vote Count

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

GOP vote count from previous cycle (same cd)

Source

Historical election results

Name

GOP Last Vote Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

GOP vote Percent from previous cycle (same cd)

Source

Historical election results

Name

GOP Num Opponents

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Number of opponents in GOP primary

Source

Historical election results

Name

GOP Pres Net Approve

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Net presidential approval (approval rating-disapproval rating) for Republican Presidents, coded 0 if opposite party controls Presidency

Source

Gallup

Name

GOP Primary HHI

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

HHI using vote share distribution in GOP primary

Source

Calculated in-house

Name

GOP Vote Count Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Republican vote count from previous 3 cycles

Source

Historical election results

Name

GOP Vote Percent Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Republican vote percent from previous 3 cycles

Source

Historical election results

Name

Grn Last Vote Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Green party vote Percent from previous cycle (same cd)

Source

Historical election results

Name

Ind Last Vote Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Independent party vote Percent from previous cycle (same cd)

Source

Historical election results

Name

Last D Pres Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Democrat\u2019s share of two-party vote, previous election

Source

Historical election results

Name

Last GOP Percent

House

F

Senate

T

President

F

Factor Category

Political Environment

Description

Same as "GOP Last Vote Percent" variable, but for the Senate

Source

Historical election results

Name

Lib Last Vote Percent

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Libertarian party vote Percent from previous cycle (same cd)

Source

Historical election results

Name

Lib Vote Percent Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Libertarian vote percent from previous 3 cycles

Source

Historical election results

Name

Midterm

House

F

Senate

T

President

F

Factor Category

Political Environment

Description

Midterm election T/F

Source

Historical election results

Name

Of Prespty

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

If GOP candidate is of the president's party

Source

Historical election results

Name

Of Prespty By Midterm

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

1 = GOP candidate is of sitting president's party and it is a midterm election year, 2 = pres party and presidential election year, 3 = not pres party and midterm, 4 = not pres party and pres year

Source

Calculated in-house

Name

Open Seat

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Indicates whether this is an open seat election (current election)

Source

Historical election results

Name

Pres By Midterm

House

F

Senate

T

President

F

Factor Category

Political Environment

Description

Gives party of sitting president and indicates whether election cycle is midterm (e.g. "R1" if Republican president and midterm election year; "D0" if Democratic president and not a midterm election year)

Source

Calculated in-house

Name

Prespty

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Party of current president

Source

Historical election results

Name

Previous Party

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Names the party that previously held the seat

Source

Historical election results

Name

Primary HHI

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

HHI using primary voters in the dem+GOP primary combined

Source

Calculated in-house

Name

Redistricted

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Indicates redistricting since last election

Source

Calculated in-house

Name

Turnout Count Last

House

F

Senate

F

President

F

Factor Category

Political Environment

Description

Total turnout from previous cycle

Source

Historical election results

Name

Turnout Count Last3

House

T

Senate

T

President

F

Factor Category

Political Environment

Description

Total voter turnout for last 3 cycles

Source

Historical election results

Name

Unopposed Democrat Last Cycle

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Whether dem ran unopposed in previous election

Source

Historical election results

Name

Unopposed Republican Last Cycle

House

T

Senate

F

President

F

Factor Category

Political Environment

Description

Whether GOP ran unopposed in previous election

Source

Historical election results

Name

Congressional District or Senate Class

House

T

Senate

T

President

F

Factor Category

Structural

Description

Congressional District or Senate Class

Source

Historical election results

Name

Decade

House

T

Senate

F

President

F

Factor Category

Structural

Description

>2010 or <2010

Source

Historical election results

Name

State

House

T

Senate

T

President

T

Factor Category

Structural

Description

State the election is being held in

Source

Historical election results

Name

Unopposed Democrat

House

T

Senate

F

President

F

Factor Category

Structural

Description

Whether dem is unopposed in this election

Source

Historical election results

Name

Unopposed Republican

House

T

Senate

F

President

F

Factor Category

Structural

Description

Whether GOP is unopposed in this election

Source

Historical election results

Name

Year

House

T

Senate

T

President

T

Factor Category

Structural

Description

Calendar year election occurs within

Source

Historical election results

Name

Asian Pct

House

F

Senate

F

President

T

Factor Category

Structural

Description

Asian population percent

Source

US Census Bureau

Name

Bachelor’s Degree Pct

House

T

Senate

T

President

T

Factor Category

Structural

Description

Bachelor’s degree percent

Source

US Census Bureau

Name

Black Pct

House

F

Senate

F

President

T

Factor Category

Structural

Description

Black population percent

Source

US Census Bureau

Name

CPI

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Consumer price index

Source

Federal Reserve Economic Data

Name

D 2 Party Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Democratic percentage of two-party vote

Source

Historical election results

Name

D Candidate Ideology

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Democratic candidate ideology

Source

Database on Ideology, Money in Politics, and Elections

Name

D Consecutive Terms

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Number of consecutive Democratic terms

Source

Historical election results

Name

D Home State

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Home state of Democratic presidential candidate

Source

Historical election results

Name

D IEM Price

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Closing price for Democratic candidate in winner-take-all market on day before election

Source

Iowa Electronic Markets

Name

D Incumbent Candidate

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Democratic incumbent running

Source

Historical election results

Name

D Incumbent Party

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Democratic incumbent running

Source

Historical election results

Name

D Overall Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Democratic percentage of overall vote

Source

Historical election results

Name

D President Net Approval

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Net approval rating for Democratic president

Source

The American Presidency Project

Name

D Primary Margin

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Difference in overall primary popular vote percentage between Democratic nominee and closest primary challenger

Source

Historical election results

Name

D VP Home State

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Home state of Democratic vice presidential candidate

Source

Historical election results

Name

D Win

House

F

Senate

F

President

T

Factor Category

Structural

Description

Democratic win

Source

Historical election results

Name

Dem Other Committee Contributions

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Democratic other committee contributions

Source

Federal Election Commission

Name

Dem Party Committee Contributions

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Democratic party committee contributions

Source

Federal Election Commission

Name

Effective Federal Funds Rate

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Effective Federal Funds Rate

Source

Federal Reserve Economic Data

Name

GDP

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Gross Domestic Product (GDP)

Source

Federal Reserve Economic Data

Name

GNP

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Gross National Product (GNP)

Source

Federal Reserve Economic Data

Name

GOP Debts Or Loans Owed By Score

House

T

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic debts or loans owed by committee (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Debts Or Loans Owed To Score

House

F

Senate

T

President

T

Factor Category

Candidate Financials

Description

Difference between Republican and Democratic debts or loans owed to committee (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Other Committee Contributions

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Republican other committee contributions

Source

Federal Election Commission

Name

GOP Other Committee Contributions Score

House

F

Senate

T

President

T

Factor Category

Outside Financials

Description

Difference between Republican and Democratic other committee contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

GOP Party Committee Contributions

House

T

Senate

F

President

T

Factor Category

Outside Financials

Description

Republican party committee contributions

Source

Federal Election Commission

Name

GOP Party Committee Contributions Score

House

F

Senate

T

President

T

Factor Category

Outside Financials

Description

Difference between Republican and Democratic party committee contributions (larger differences have values approaching 1, smaller differences have values approaching 0)

Source

Federal Election Commission

Name

Hispanic Pct

House

F

Senate

F

President

T

Factor Category

Structural

Description

Hispanic population percent

Source

US Census Bureau

Name

Incumbent

House

T

Senate

T

President

F

Factor Category

Candidate Traits

Description

1 = GOP incumbent, 0 = no incumbent, -1 = Dem incumbent

Source

Historical election results

Name

Index of Consumer Sentiment

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Index of Consumer Sentiment

Source

Federal Reserve Economic Data

Name

Industrial Production Index

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Industrial Production Index

Source

Federal Reserve Economic Data

Name

Last D 2 Party Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Democratic percentage of two-party vote in previous election

Source

Historical election results

Name

Last D Overall Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Democratic percentage of overall vote in previous election

Source

Historical election results

Name

Last R 2 Party Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Republican percentage of two-party vote in previous election

Source

Historical election results

Name

Last R Overall Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Republican percentage of overall vote in previous election

Source

Historical election results

Name

Median Age

House

F

Senate

F

President

T

Factor Category

Structural

Description

Median age

Source

US Census Bureau

Name

NASDAQ

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

NASDAQ Composite

Source

Federal Reserve Economic Data

Name

Non-Farm Pay

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Nonfarm payrolls

Source

Federal Reserve Economic Data

Name

Nonhispanic White Pct

House

T

Senate

T

President

T

Factor Category

Structural

Description

Non-hispanic white population percent

Source

US Census Bureau

Name

Per Capita Income

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Per capita personal income

Source

Federal Reserve Economic Data

Name

Personal Consumption Expenditures

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Personal consumption expenditures

Source

Federal Reserve Economic Data

Name

PVI

House

T

Senate

T

President

T

Factor Category

Political Environment

Description

Cook Partisan Voting Index (positive values are R+, negative are D+)

Source

Calculated in-house based on Cook formula

Name

PVI Adjusted Net Approval

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

PVI minus net approval for Democratic president, plus net approval for Republican president

Source

Calculated in-house

Name

R 2 Party Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Republican percentage of two-party vote

Source

Historical election results

Name

R Candidate Ideology

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Republican candidate ideology

Source

Database on Ideology, Money in Politics, and Elections

Name

R Consecutive Terms

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Number of consecutive Republican terms

Source

Historical election results

Name

R Home State

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Home state of Republican presidential candidate

Source

Historical election results

Name

R IEM price

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Closing price for Republican candidate in winner-take-all market on day before election

Source

Iowa Electronic Markets

Name

R Incumbent Candidate

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Republican incumbent running

Source

Historical election results

Name

R Incumbent Party

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Republican incumbent running

Source

Historical election results

Name

R Overall Pct

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Republican percentage of overall vote

Source

Historical election results

Name

R President Net Approval

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Net approval rating for Republican president

Source

The American Presidency Project

Name

R Primary Margin

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

Difference in overall primary popular vote percentage between Republican nominee and closest primary challenger

Source

Historical election results

Name

R VP Home State

House

F

Senate

F

President

T

Factor Category

Candidate Traits

Description

Home state of Republican vice presidential candidate

Source

Historical election results

Name

R Win

House

F

Senate

F

President

T

Factor Category

Structural

Description

Republican win

Source

Historical election results

Name

Race ID

House

T

Senate

T

President

T

Factor Category

Structural

Description

Unique identifier reflecting office, year, state, district/class

Source

Name

Real Personal Income

House

F

Senate

F

President

T

Factor Category

Economic Factors

Description

Real personal income

Source

Federal Reserve Economic Data

Name

State Ideology

House

F

Senate

F

President

T

Factor Category

Political Environment

Description

State/district ideology

Source

American Ideology Project

Name

Urban Pop Density

House

F

Senate

F

President

T

Factor Category

Structural

Description

Percent of population in urban areas

Source

US Census Bureau

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