American Local Elections Study (ALES) Codebook

Authors

Justin de Benedictis-Kessner

Daniel Naftel

John Sides

Christopher Warshaw

Published

February 9, 2026

1 Overview

The American Local Elections Study (ALES) is a regular post-election survey of the residents of medium- and large-sized cities and counties in the United States, covering hundreds of local races between 2020 and 2025. Survey items have been grouped thematically, and are designed to capture residents’ preferences for both federal and urban policy, their experiences and satisfaction with public services, their evaluations of elected officials, and their vote choices for elections from county executive to president.

Dataset: ales_full.rds

Property Value
Total respondents 34,106
Total variables 585
Survey waves November 2020, April 2021, November 2021, November 2022, November 2023, November 2025
Years covered 2020, 2021, 2022, 2023, 2025 (no survey in 2024)
Sample frames 130 cities and counties across the United States (plus a national sample)

Respondents per wave:

Survey Wave N
april_2021 189
nov_2020 4,643
nov_2021 6,206
nov_2022 11,771
nov_2023 3,434
nov_2025 7,863

1.1 Variable Naming Conventions

Most survey items appear in multiple column variants. The base variable name (e.g., fedpol_build_wall) is extended with a suffix indicating the column type:

Suffix Meaning Example
_n Numeric, scaled 0–1 fedpol_build_wall_n
_n_r Numeric, reverse-coded, scaled 0–1 fedpol_build_wall_n_r
_oc Ordered categorical (factor) fedpol_build_wall_oc
_bin Binary indicator (0/1 integer) approve_mayor_bin

We use consistent abbreviations when constructing variable names:

Abbreviation Meaning
dem Democrat
rep Republican
inc Incumbent
countyexec County Executive
gov Governor
house U.S. Representative
pres President
sen U.S. Senator

For numeric (_n / _n_r) columns, values are scaled to the 0–1 interval where 0 represents the first response option and 1 represents the last. Reverse-coded items (_n_r) are flipped so that higher values consistently indicate the conservative or anti-regulation direction. The ordered categorical (_oc) columns are never reverse-coded.

1.2 Missingness Conventions

The dataset distinguishes three types of missing data:

Numeric columns (_n, _n_r, _bin):

Value Meaning
-1 Don’t Know – respondent saw the question and chose the DK option
-2 Skipped – respondent saw the question but left it blank
NA Not Asked – question was not in the respondent’s survey wave or not applicable
-3 “This office doesn’t exist in my city or town” (approval questions only)

Categorical columns (_oc):

Value Meaning
"Don't know" Respondent chose DK (only present as a factor level when DK was an option)
"Skipped" Respondent left the question blank
"This office doesn't exist in my city or town" Approval questions only
NA Not Asked – question not in wave or not applicable

1.3 Survey Weights

[INSERT DESCRIPTION OF WEIGHTING APPROACH HERE]

2 Survey Administration

These variables identify each response and provide metadata about survey completion.

response_id
Unique Qualtrics response identifier
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
year
Year the survey was administered (2020, 2021, 2022, 2023, 2025)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
start_date
Date (YYYY-MM-DD) the respondent started the survey
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
end_date
Date (YYYY-MM-DD) the respondent finished the survey
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
finished
Whether the respondent reached the end of the survey (1 = yes, 0 = no)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
progress
Furthest percentage of the survey completed (1–100)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
survey_time
Survey duration in minutes, computed as (end_date − start_date) / 60
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
sample
Sample type [Local, National]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106

3 Geography

Geographic identifiers for each respondent’s sampling location and state.

sample_frame
City or county where the respondent was sampled (130 unique locations; ‘National’ for national sample respondents)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
sample_frame_fips
Census FIPS code for the sample frame (5-digit county FIPS or 7-digit place FIPS)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 25,897
election_frame
Election jurisdiction used for vote-choice questions; differs from sample_frame only for Maricopa County respondents in Gilbert, Phoenix, or Scottsdale
Waves: nov_2020 N Valid: 75
election_frame_fips
Census place FIPS code for the election frame jurisdiction
Waves: nov_2020 N Valid: 75
place_type
Whether the sample frame is a ‘City’ or ‘County’ [City, County]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 23,524
state_fips
Two-digit state FIPS code
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
state_name
Full state name
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,105
state_usps
Two-letter USPS state abbreviation
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,105
zipcode
Respondent’s ZIP code at time of survey
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
zip_previous
Respondent’s self-reported prior ZIP code (if moved in last 5 years)
Waves: nov_2023, nov_2025 N Valid: 4,275

4 Demographics

Respondent demographic characteristics including age, sex, race, education, income, and household composition.

age
Respondent’s age in years (18–99)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,105
sex
Respondent’s sex [Female, Male]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
female_bin (_bin)
Binary indicator: 1 = Female, 0 = Male
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
race
Respondent’s race [White, Black, Hispanic, Asian, Other]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,101
ethnicity
Respondent’s ethnicity [Hispanic, Non hispanic]
Waves: nov_2022, nov_2023, nov_2025 N Valid: 23,065
race_black_bin (_bin)
Binary indicator: 1 = Black, 0 = otherwise
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
race_white_bin (_bin)
Binary indicator: 1 = White, 0 = otherwise
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
race_hispanic_bin (_bin)
Binary indicator: 1 = Hispanic, 0 = otherwise
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,104
educ
Education level [Less than high school, High school degree, Some college, 2-year degree, 4-year degree, Professional degree]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,923
college_4yr_bin (_bin)
Binary indicator: 1 = 4-year degree or professional degree
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
college_any_bin (_bin)
Binary indicator: 1 = any postsecondary degree (2-year, 4-year, or professional)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
income
Family income on a 17-point scale rescaled to 0–1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,177
income_gt50k_bin (_bin)
Binary indicator: 1 = family income above $50,000
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,177
marital_status (_n, _oc)
What is your marital status? [Married, Separated, Divorced, Widowed, Never married, Living in a civil or domestic partnership]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,252
child_present (_n, _oc)
Do you have any children under the age of 18? [Yes, No]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,233
child_count
How many children do you have? (integer, capped at 12)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 9,656
ownrent (_n, _oc)
Thinking about the place you currently live most of the time, do you/your family… [Own your home, Pay rent, Other, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,065
housetype (_n, _oc)
Again, thinking about the place you currently live most of the time, which of the following best describes it? [Single-family house, Multi-family housing (for example, townhome or duplex), Apartment/Condo]
Waves: nov_2023, nov_2025 N Valid: 9,266
yearmoved
Year respondent moved to current residence
Waves: nov_2023, nov_2025 N Valid: 9,235
religion (_n, _oc)
What is your present religion, if any? [Protestant, Catholic, Mormon, Eastern or Greek Orthodox, Christian (other than the above), Jewish, Muslim, Buddhist, Hindu, Atheist, Agnostic, Nothing in particular, Something else]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,296
religiosity (_oc)
Aside from weddings and funerals, how often do you attend religious services? [More than once a week, Once a week, Once or twice a month, A few times a year, Seldom, Never, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,211
evangelical_bin (_bin)
Would you describe yourself as a born-again or evangelical Christian, or not? [Yes, No]
Waves: april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 14,973

5 Political Identity

Respondent partisanship and ideological self-placement.

pid
Generally speaking, do you think of yourself as a… [Democrat, Republican, Independent, Other, Not sure]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,487
dem_bin (_bin)
Binary indicator: 1 = Democrat (from pid), 0 = otherwise
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,487
rep_bin (_bin)
Binary indicator: 1 = Republican (from pid), 0 = otherwise
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,487
ideo_3 (_n, _oc)
Three-category ideology [Liberal, Moderate, Conservative, Not sure] (has _n/_oc variants)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,325
ideo_5 (_n, _oc)
Thinking about politics these days, how would you describe your own political viewpoint? [Very Liberal, Liberal, Moderate, Conservative, Very Conservative, Not sure] (has _n/_oc variants)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,325
strong_dem (_bin)
Would you call yourself a strong Democrat or a not very strong Democrat? [Strong Democrat, Not very strong Democrat]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 12,040
strong_rep (_bin)
Would you call yourself a strong Republican or a not very strong Republican? [Strong Republican, Not very strong Republican]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 7,478
pid_lean
Do you think of yourself as closer to the Democratic or the Republican Party? [Democratic Party, Republican Party, Neither]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,947

6 Political Knowledge

Four factual knowledge questions about U.S. politics, scored for correctness. Correct answers are coded 1, incorrect answers 0. Blank/skipped responses are treated as incorrect.

polinfo1
Correctly identified length of a U.S. Senate term in years [1 = correct, 0 = incorrect]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,733
polinfo2
Correctly identified party controlling the U.S. House, 0 = incorrect]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,863
polinfo3
Correctly identified Rishi Sunak/Keir Starmer as the Prime Minister of the UK [1 = correct, 0 = incorrect]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,747
polinfo4
Correctly identified Neil Gorsuch as a Supreme Court Justice [1 = correct, 0 = incorrect]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,296
polinfo
Sum of correct answers across polinfo1–4 (range: 0–4)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
polinfo_rescale
Mean of correct answers across non-missing polinfo items (range: 0–1); divides by count of items the respondent answered
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,915

7 Federal Policy Preferences

Do you favor or oppose the following?
Response options: [Strongly favor, Somewhat favor, Somewhat oppose, Strongly oppose]
fedpol_abolish_insurance (_n, _oc)
Abolishing private health insurance and replacing it with government run health insurance
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,107
fedpol_build_wall (_n_r, _oc)
Building a wall on the U.S. border with Mexico (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,104
fedpol_carbon_cap (_n, _oc)
Capping carbon emissions to combat climate change
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,102
fedpol_dreamers_work (_n, _oc)
Allowing young adults who were brought to the United States illegally as children to stay and work here legally
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,113
fedpol_gay_marriage (_n, _oc)
Allowing gays and lesbians to marry legally
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,100
fedpol_infrabill (_n, _oc)
The bill recently passed by Congress and signed into law by President Biden that encourages production of green technology, lowers healthcare premiums, and reduces the deficit
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 27,488
fedpol_minwage_raise (_n, _oc)
Raising the minimum wage to $15/hour
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,103
fedpol_obbba (_n_r, _oc)
The One Big Beautiful Bill Act (reverse-coded)
Waves: nov_2025 N Valid: 7,105
fedpol_path_citizenship (_n, _oc)
Providing a legal way for illegal immigrants already in the United States to become U.S. citizens
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,100
fedpol_reparations (_n, _oc)
Granting reparations payments to the descendents of slaves
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,085
fedpol_tax_rich (_n, _oc)
Raising taxes on families with incomes over $200,000 per year
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,096
fedpol_tcja (_n_r, _oc)
The tax plan that was passed by Congress and signed into law by President Trump (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 24,989

Additional federal policy items, each with its own response scale:

abortion (_n, _oc)
Do you think abortion should be… [Legal in all cases, Legal/illegal in some cases, Illegal in all cases, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,115
aca (_n, _oc)
Do you have a generally favorable or generally unfavorable opinion of the 2010 health care law? [Very favorable, Somewhat favorable, Somewhat unfavorable, Very unfavorable, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 18,417
guaranteed_insurance (_n, _oc)
Do you think it is the responsibility of the federal government to see to it that everyone has health care coverage? [Yes, No, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,055
gunlaws (_n, _oc)
Gun law preference [Make gun laws more strict, No change, Make gun laws less strict]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,408
regulate_business (_n_r, _oc)
In general, do you think there is too much or too little regulation of business by the government? [Too much, About the right amount, Too little, Don’t know] (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 27,864
trade (_n, _oc)
Do you favor or oppose increasing trade with other nations? [Strongly favor, Somewhat favor, Somewhat oppose, Strongly oppose, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 27,530

8 Federal Spending Preferences

Do you think that federal government spending in these areas should be increased, decreased, or kept the same?
Response options: [Increased, Kept the same, Decreased] [Don’t know]
fedspending_aidpoor (_n, _oc)
Aid to the poor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,149
fedspending_defense (_n, _oc)
National defense
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,843
fedspending_educ (_n, _oc)
Education
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,225
fedspending_envir (_n, _oc)
The environment
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,238
fedspending_housing (_n, _oc)
Housing
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,994
fedspending_infra (_n, _oc)
Infrastructure (roads, bridges, etc.)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,043
fedspending_medicaid (_n, _oc)
Medicaid
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,677
fedspending_medicare (_n, _oc)
Medicare
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,078
fedspending_police (_n, _oc)
Police
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,947
fedspending_science (_n, _oc)
Science and technology
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,685
fedspending_socsec (_n, _oc)
Social Security
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,041
fedspending_unemp (_n, _oc)
Unemployment benefits
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,918
fedspending_vets (_n, _oc)
Veterans’ benefits
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,019

9 Local Policy Positions

Note: The wording of the ICE compliance question (locpol_ICEcomply) was changed in 2025 to: “Allowing local law enforcement to cooperate with federal immigration authorities to deport people who are in the country illegally”

Do you favor or oppose the following possible actions by your local government?
Response options: [Strongly favor, Somewhat favor, Somewhat oppose, Strongly oppose] [Don’t know]
locpol_ICEcomply (_n_r, _oc)
Declaring that local law enforcement will cooperate with federal immigration authorities (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,296
locpol_allowsmoking (_n_r, _oc)
Allow smoking in bars and restaurants (reverse-coded)
Waves: nov_2025 N Valid: 6,431
locpol_banbooks (_n_r, _oc)
Allowing school districts to ban books that contain content about racism, sexuality, or gender identity in libraries or school curriculum (reverse-coded)
Waves: nov_2023, nov_2025 N Valid: 8,959
locpol_bansmoking (_n, _oc)
Banning smoking in bars and restaurants
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 22,415
locpol_bizclimate (_n, _oc)
Requiring local businesses to take steps to mitigate climate change
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 27,036
locpol_bodycams (_n, _oc)
Requiring police to wear body cameras
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,909
locpol_charterschools (_n_r, _oc)
Allowing the formation of charter schools, which are publicly funded but not managed by the local school board (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 24,868
locpol_crt (_n_r, _oc)
Preventing local schools from teaching about critical race theory (reverse-coded)
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 22,088
locpol_encamp (_n_r, _oc)
Clearing homeless encampments (reverse-coded)
Waves: nov_2025 N Valid: 5,873
locpol_evcharge (_n, _oc)
Installing electric vehicle charging stations at libraries, parks, and other public facilities
Waves: nov_2025 N Valid: 6,076
locpol_househomeless (_n, _oc)
Offering subsidized housing to the homeless
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,276
locpol_lgbtdiscrim (_n, _oc)
Forbidding discrimination on the basis of sexual orientation or gender identity
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 22,313
locpol_lgbtrefuse (_n_r, _oc)
Allowing small business owners to refuse to provide services or products to gay, lesbian, or transgender people (reverse-coded)
Waves: nov_2023, nov_2025 N Valid: 9,085
locpol_neckrestr (_n, _oc)
Banning neck restraints by police officers
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,935
locpol_nonprosecution (_n, _oc)
Not prosecuting nonviolent offenses such as shoplifting, disorderly conduct, or driving without a license
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 23,669
locpol_parkmin (_n_r, _oc)
Require developers to set aside park and green space minimums (reverse-coded)
Waves: nov_2025 N Valid: 5,872
locpol_pensions (_n_r, _oc)
Reducing pensions for government employees (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,134
locpol_policescope (_n, _oc)
Decreasing the size of the police force and the scope of their work
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 23,582
locpol_qualimm (_n, _oc)
Ending qualified immunity, the rule that protects law enforcement officers from liability for their actions unless they clearly violate the law
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,692
locpol_racediscrim (_n, _oc)
Forbidding discrimination on the basis of race or ethnicity
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,233
locpol_recycling (_n, _oc)
Requiring residents to recycle aluminum cans and glass bottles
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,359
locpol_rentcontrol (_n, _oc)
Limiting how much landlords can raise their tenants’ rent each year
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,965
locpol_schoolboundary (_n, _oc)
Balancing the racial composition of local schools when drawing school boundaries
Waves: nov_2025 N Valid: 5,581
locpol_subtransit (_n, _oc)
Subsidizing public transportation for low-income people
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,093
locpol_taxbreaks (_n_r, _oc)
Giving tax breaks to businesses that move to your town (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 25,861
locpol_teachertenure (_n_r, _oc)
Eliminating tenure (lifetime employment) for school teachers (reverse-coded)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 25,797
locpol_trans_parentnotify (_n_r, _oc)
Requiring teachers to tell parents if their child asks to be identified as a gender other than their assigned sex at birth (reverse-coded)
Waves: nov_2023, nov_2025 N Valid: 8,623

Additional local policy items, each with its own response scale:

housing_discrim (_n_r, _oc)
Suppose there is a community-wide vote on a general housing issue. There are two possible laws to vote on. One law says that a homeowner can decide for him/herself whom to sell his house to, even if he prefers not to sell to African Americans or Latinos. The second law says that a homeowner cannot refuse to sell to someone because of their race, ethnicity, or color. Which law would you vote for? [Homeowner decides for him/herself, Homeowner cannot refuse based on race, Don’t know] (reverse-coded)
Waves: nov_2023, nov_2025 N Valid: 9,164
housing_tradeoff (_n_r, _oc)
Which of the following statements about multifamily housing, such as apartment buildings, comes closer to your view, even if neither is exactly right? [Multifamily housing should be allowed everywhere, Multifamily housing should be allowed only in dense areas] (reverse-coded in later waves; earlier waves use raw codes)
Waves: nov_2020, april_2021, nov_2021, nov_2022 N Valid: 20,724
housing_voterapprove (_n, _oc)
When a major new housing development is considered by a city government, do you think that it should have to be approved by voters or should the city government be able to approve it without a vote of the people? [Yes, voter approval required; No, city government approves without a vote; Don’t know]
Waves: nov_2023, nov_2025 N Valid: 8,553
transit_buslanes (_n_r, _oc)
Please rate how strongly you agree or disagree with the following statement: It is important to improve my city’s bus system reliability with bus priority lanes, even if it means sacrificing driving lanes and/or parking. [Strongly disagree, Somewhat disagree, Somewhat agree, Strongly agree] (reverse-coded)
Waves: nov_2025 N Valid: 6,713
transit_speedlimits (_n_r, _oc)
To reduce congestion do you think city governments should increase speed limits, even if it means reduced safety for pedestrians? [Yes, increase speed limits; No, prioritize pedestrian safety; Don’t know] (reverse-coded)
Waves: nov_2025 N Valid: 6,225
electiontiming (_n, _oc)
Would you support legislation to move [sample_frame]’s primary and general election dates so that in the future they are held in November in the same years as federal elections? [Yes, No, Don’t know]
Waves: nov_2025 N Valid: 5,017
military_fightcrime (_n, _oc)
To what extent do you agree or disagree with the following statement: ‘The military should participate in the fight against crime and violence in American cities.’ [Strongly disagree, Somewhat disagree, Somewhat agree, Strongly agree]
Waves: nov_2025 N Valid: 6,766
military_yourcity (_n_r, _oc)
To what extent would you support bringing in federal troops to fight crime in your city? [Strongly support, Somewhat support, Somewhat oppose, Strongly oppose] (reverse-coded)
Waves: nov_2025 N Valid: 6,601

10 Local Revenue Preferences

Preferences for local government revenue sources.

Do you think the amount of money that your local government raises in these areas should be increased, decreased, or kept the same?
Response options: [Increased, Kept the same, Decreased] [Don’t know]
locrev_fees (_n, _oc)
Fees and fines (such as parking or traffic tickets)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,516
locrev_inctax (_n, _oc)
Income taxes
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,270
locrev_proptax (_n, _oc)
Property taxes
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,392
locrev_salestax (_n, _oc)
Sales taxes
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,657

11 Local Spending Preferences

Preferences for local government spending.

Do you think that local government spending in these areas should be increased, decreased, or kept the same?
Response options: [Increased, Kept the same, Decreased] [Don’t know]
locspending_educ (_n, _oc)
Education
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,023
locspending_fire (_n, _oc)
Fire department
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,577
locspending_healthcare (_n, _oc)
Healthcare
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,746
locspending_housing (_n, _oc)
Housing
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,794
locspending_libraries (_n, _oc)
Libraries
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,683
locspending_parks (_n, _oc)
Parks and recreation
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,761
locspending_police (_n, _oc)
Police
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,673
locspending_roads (_n, _oc)
Roads and infrastructure
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,814
locspending_taxbreaks (_n, _oc)
Tax breaks for businesses
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,486
locspending_transit (_n, _oc)
Public transit
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,584
locspending_utilities (_n, _oc)
Utilities
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,689

12 Grading Local Conditions

Thinking now about your local community, how would you grade the following:
Response options: [A (excellent), B (above average), C (average), D (below average), F (poor)] [Don’t know]
grade_crime (_n, _oc)
The amount of crime
Waves: nov_2022, nov_2023, nov_2025 N Valid: 19,325
grade_economy (_n, _oc)
The economy
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,668
grade_housing (_n, _oc)
The cost of housing
Waves: nov_2022, nov_2023, nov_2025 N Valid: 19,365
grade_police (_n, _oc)
The police
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,564
grade_racerelations (_n, _oc)
Race relations
Waves: nov_2022, nov_2023, nov_2025 N Valid: 18,664
grade_roads (_n, _oc)
The roads
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,028
grade_schools (_n, _oc)
The schools
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,167
grade_traffic (_n, _oc)
Traffic
Waves: nov_2022, nov_2023, nov_2025 N Valid: 19,487
grade_zoning (_n, _oc)
Zoning and development
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,695

13 Crime Perceptions

Respondents’ perceptions of whether crime has increased, stayed the same, or decreased. Response options for all items: [More crime, About the same amount, Less crime]. Items are reverse-coded (_n_r) so that higher numeric values indicate perceiving less crime.

Note: Starting in 2025, these questions were combined into a single grid format.

crime_in_us (_n_r, _oc)
Compared to a year ago, crime in the United States
Waves: nov_2022, nov_2023, nov_2025 N Valid: 18,782
crime_in_area (_n_r, _oc)
Compared to a year ago, crime in your area
Waves: nov_2022, nov_2023 N Valid: 13,734
crime_in_city (_n_r, _oc)
Compared to a year ago, crime in your city
Waves: nov_2025 N Valid: 6,991
crime_in_nbrhd (_n_r, _oc)
Compared to a year ago, crime in your neighborhood
Waves: nov_2025 N Valid: 7,000

14 Approval of Officials

Approval ratings for elected officials. Response options for all items: [Strongly approve, Somewhat approve, Somewhat disapprove, Strongly disapprove] [Don’t know]. An additional option, “This office doesn’t exist in my city or town,” is coded as −3 in numeric columns. Binary approval variables (_bin) collapse the scale to 1 (approve) or 0 (disapprove).

Note: In most cases, respondents were presented with the names of the incumbents along with their office title. For city council, respondents were asked about “The city or town council where you live.” In county samples, respondents were asked to evaluate “The mayor in the city or town where you live,” rather than a specific individual.

approve_biden (_bin, _n, _oc)
Approval of President Biden
Waves: april_2021, nov_2021, nov_2022, nov_2023 N Valid: 6,636
approve_trump (_bin, _n, _oc)
Approval of President Trump
Waves: nov_2020, nov_2025 N Valid: 4,221
approve_gov (_bin, _n, _oc)
Approval of the respondent’s state governor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 9,812
approve_sen_1 (_bin, _n, _oc)
Approval of the respondent’s first U.S. Senator
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 8,483
approve_sen_2 (_bin, _n, _oc)
Approval of the respondent’s second U.S. Senator
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 8,132
approve_mayor (_bin, _n, _oc)
Approval of the respondent’s mayor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 8,251
approve_citycouncil (_bin, _n, _oc)
Approval of the respondent’s city council
Waves: nov_2022, nov_2023, nov_2025 N Valid: 6,088
approve_sheriff (_bin, _n, _oc)
Approval of the respondent’s county sheriff
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,234
approve_prosecutor (_bin, _n, _oc)
Approval of the respondent’s local prosecutor (DA/state’s attorney)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,433
approve_countyexec (_bin, _n, _oc)
Approval of the respondent’s county executive
Waves: nov_2021, nov_2022 N Valid: 1,120

15 Federalism & Attribution

Questions about which figures or level of government is most responsible for various services, as well as attitudes about federal influence and local control.

In the place where you live, who do you think is most responsible for each of the following?
Response options: [The federal government, The state government, The county government, The city or town government, Another government, A private company]
respservice_crime (_n, _oc)
The amount of crime
Waves: nov_2023, nov_2025 N Valid: 9,714
respservice_econ (_n, _oc)
The economy
Waves: nov_2023, nov_2025 N Valid: 9,708
respservice_housing (_n, _oc)
The cost of housing
Waves: nov_2023, nov_2025 N Valid: 9,710
respservice_police (_n, _oc)
The police
Waves: nov_2023, nov_2025 N Valid: 9,713
respservice_roads (_n, _oc)
The roads
Waves: nov_2023, nov_2025 N Valid: 9,711
respservice_schools (_n, _oc)
The schools
Waves: nov_2023, nov_2025 N Valid: 9,718
respservice_traffic (_n, _oc)
Traffic
Waves: nov_2023, nov_2025 N Valid: 9,714
respservice_zone (_n, _oc)
Zoning and development
Waves: nov_2023, nov_2025 N Valid: 9,706

How much control respondents believe mayors have over various aspects of policing:

Thinking about the town or city you live in, how much control do you think your mayor has over the following aspects of your local police department?
Response options: [A great deal of control, Some control, Very little control, No control]
mayor_policediscrim (_n, _oc)
How likely police officers are to discriminate against some groups
Waves: nov_2025 N Valid: 6,601
mayor_policefair (_n, _oc)
How fairly police officers treat people
Waves: nov_2025 N Valid: 6,602
mayor_policehire (_n, _oc)
How many officers are on the police force
Waves: nov_2025 N Valid: 6,595
mayor_policepatrol (_n, _oc)
How often the police patrol through your neighborhood
Waves: nov_2025 N Valid: 6,601
mayor_policespeed (_n, _oc)
How fast the police respond if you call 911
Waves: nov_2025 N Valid: 6,597
mayor_policeuseforce (_n, _oc)
How frequently police officers use force against civilians
Waves: nov_2025 N Valid: 6,602

Additional items on federalism and local control:

fed_influence (_n, _oc)
What’s going on in Washington D.C. influences how I think about local political issues in [sample_frame]. [Strongly agree, Somewhat agree, Somewhat disagree, Strongly disagree]
Waves: nov_2025 N Valid: 6,566
local_say (_n, _oc)
How much would you say the political system in [sample_frame] allows people like you to have a say in what the government does? [A great deal, A fair amount, Some, Not very much, None at all]
Waves: nov_2025 N Valid: 6,596

Whether the respondent believes the state government should be able to override local laws in various policy areas:

Should your state government be able to override local laws when it comes to the following policy matters?
Response options: [Yes, No]
state_preempt_discrim (_n, _oc)
Anti-discrimination ordinances
Waves: nov_2025 N Valid: 6,664
state_preempt_guns (_n, _oc)
Gun control
Waves: nov_2025 N Valid: 6,667
state_preempt_minwage (_n, _oc)
Minimum Wage
Waves: nov_2025 N Valid: 6,677
state_preempt_rent (_n, _oc)
Rent control
Waves: nov_2025 N Valid: 6,674
state_preempt_tax (_n, _oc)
Tax cuts or increases
Waves: nov_2025 N Valid: 6,674
state_preempt_workers (_n, _oc)
Worker protections
Waves: nov_2025 N Valid: 6,675
state_preempt_zoning (_n, _oc)
Zoning and development
Waves: nov_2025 N Valid: 6,671

16 Political Participation

In the past 3 months, have you done any of the following activities in your town or city?
Response options: [Yes, No]
participate_donatel (_n, _oc)
Given money to a local candidate running for public office
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,478
participate_protest (_n, _oc)
Attended a protest, rally, or demonstration
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,467
participate_rallycand (_n, _oc)
Gone to any political meetings, rallies, speeches, or fundraisers in support of a particular local candidate
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,495
participate_rallyissue (_n, _oc)
Gone to any political meetings or rallies focused on a local political issue
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,481
participate_sign (_n, _oc)
Worn a local candidate’s campaign button, put their campaign sticker on your car, or placed their campaign sign in your window or in front of your house
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,470
participate_talklocal (_n, _oc)
Talked to any people and try to show them why they should vote for or against one of the local candidates up for election in [year]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,481
participate_workcand (_n, _oc)
Done any other work for one of the parties or local candidates
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 29,480

Self-reported voter registration status, turnout in recent elections, mode of voting, and wait times.

registered_to_vote (_n, _oc)
Are you registered to vote? [Yes, No]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 28,516
turnout_2016 (_n, _oc)
Did you vote in the November 2016 elections? [Yes, No]
Waves: nov_2020, april_2021, nov_2021 N Valid: 9,730
turnout_2020 (_n, _oc)
Did you vote in the November 2020 elections? [Yes, No]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 23,002
turnout_2021 (_n, _oc)
Did you vote in the [April/November] 2021 local election? [Yes, No]
Waves: april_2021, nov_2021 N Valid: 4,745
turnout_2021_statelocal (_n, _oc)
Did you vote in the November 2021 state and local elections? [Yes, No]
Waves: nov_2021 N Valid: 901
turnout_2022 (_n, _oc)
Did you vote in the November 2022 elections? [Yes, No]
Waves: nov_2022 N Valid: 10,343
turnout_2023 (_n, _oc)
Did you vote in the November 2023 elections? [Yes, No]
Waves: nov_2023 N Valid: 1,683
turnout_2024 (_n, _oc)
Did you vote in the November 2024 general election? [Yes, No]
Waves: nov_2025 N Valid: 6,385
turnout_2025 (_n, _oc)
Did you vote in the November 2025 elections? [Yes, No]
Waves: nov_2025 N Valid: 4,154
votemode (_n, _oc)
Did you vote in person on Election Day, in person before Election Day, or by mail (that is, absentee or vote by mail)? [In person on Election Day, o In person before Election Day (early), Vote by mail (or absentee), Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 17,683
votewait (_n, _oc)
Approximately, how long did you have to wait in line to vote? [None, Less than 10 minutes, 10 to 30 minutes, 30 minutes to 1 hour, 1 to 2 hours, More than 2 hours, Don’t know]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 11,918

17 Vote Choice: Presidential

Self-reported presidential vote choice. The _name columns contain candidate names, _dem and _rep are binary indicators for voting Democratic or Republican, and voted_for_pres_YYYY_bin indicates whether the respondent reported voting for any candidate (1) or not voting (0).

votechoice_pres_2016_name
2016 presidential vote [Clinton, Trump, Someone Else, No Vote]
Waves: nov_2020, april_2021, nov_2021 N Valid: 6,341
votechoice_pres_2020_name
2020 presidential vote [Biden, Trump, Someone Else, No Vote]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 17,182
votechoice_pres_2020_dem
Binary indicator: 1 = voted for Biden in 2020
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 16,329
votechoice_pres_2020_rep
Binary indicator: 1 = voted for Trump in 2020
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 16,329
votechoice_pres_2024_name
2024 presidential vote [Harris, Trump, Someone Else, No Vote]
Waves: nov_2025 N Valid: 4,750
votechoice_pres_2024_dem
Binary indicator: 1 = voted for Harris in 2024
Waves: nov_2025 N Valid: 4,708
votechoice_pres_2024_rep
Binary indicator: 1 = voted for Trump in 2024
Waves: nov_2025 N Valid: 4,708
voted_for_pres_2016_bin (_bin)
Binary indicator: 1 = voted for a presidential candidate in 2016, 0 = did not vote
Waves: nov_2020, april_2021, nov_2021 N Valid: 6,341
voted_for_pres_2020_bin (_bin)
Binary indicator: 1 = voted for a presidential candidate in 2020, 0 = did not vote
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 17,182
voted_for_pres_2024_bin (_bin)
Binary indicator: 1 = voted for a presidential candidate in 2024, 0 = did not vote
Waves: nov_2025 N Valid: 4,750

18 Vote Choice: Federal & State

Self-reported vote choice for U.S. House, U.S. Senate, and gubernatorial races. The _party columns contain party labels [Democrat, Republican, Someone Else, No Vote] rather than candidate names.

votechoice_gov_party
Party of the respondent’s gubernatorial vote choice [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 6,666
votechoice_gov_dem
Binary indicator: 1 = voted for the Democratic gubernatorial candidate
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 6,666
votechoice_gov_rep
Binary indicator: 1 = voted for the Republican gubernatorial candidate
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 6,666
voted_for_gov_bin (_bin)
Binary indicator: 1 = voted for a gubernatorial candidate, 0 = did not vote
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 6,983
votechoice_sen_party
Party of the respondent’s U.S. Senate vote choice [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021, nov_2022 N Valid: 8,310
votechoice_sen_dem
Binary indicator: 1 = voted for the Democratic Senate candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 8,310
votechoice_sen_rep
Binary indicator: 1 = voted for the Republican Senate candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 8,310
voted_for_sen_bin (_bin)
Binary indicator: 1 = voted for a Senate candidate, 0 = did not vote
Waves: nov_2020, nov_2021, nov_2022 N Valid: 8,887
votechoice_sen_2020_gaspecial
Vote choice in the 2020 Georgia special Senate election [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021 N Valid: 328
votechoice_sen_2020_la
Vote choice in the 2020 Louisiana Senate election [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021 N Valid: 153
votechoice_house_party
Party of the respondent’s U.S. House vote choice [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021, nov_2022 N Valid: 11,697
votechoice_house_dem
Binary indicator: 1 = voted for the Democratic House candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 11,697
votechoice_house_rep
Binary indicator: 1 = voted for the Republican House candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 11,697
voted_for_house_bin (_bin)
Binary indicator: 1 = voted for a House candidate, 0 = did not vote
Waves: nov_2020, nov_2021, nov_2022 N Valid: 12,347

19 Vote Choice: Local

Self-reported vote choice for local offices: mayor, sheriff, prosecutor, and county executive. The _name columns contain candidate names, _party contains party labels, and _dem, _rep, and _inc are binary indicators for Democratic, Republican, and incumbent vote choice respectively.

votechoice_mayor_name
Name of the mayoral candidate the respondent voted for (open text)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 7,100
votechoice_mayor_party
Party of the mayoral candidate (in partisan races) [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 5,299
votechoice_mayor_dem
Binary: 1 = voted for the Democratic mayoral candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,456
votechoice_mayor_rep
Binary: 1 = voted for the Republican mayoral candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,456
votechoice_mayor_inc
Binary: 1 = voted for the incumbent mayor
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 3,520
voted_for_mayor_bin (_bin)
Binary: 1 = voted for a mayoral candidate, 0 = did not vote
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 7,110
votechoice_mayor_runoff_austin_name
Vote choice in the December 2022 Austin mayoral runoff [Kirk Watson, Celia Israel]
Waves: nov_2022 N Valid: 94
votechoice_mayor_runoff_laredo_name
Vote choice in the December 2022 Laredo mayoral runoff [Victor Treviño, Mercurio Martinez III]
Waves: nov_2022 N Valid: 35
votechoice_sheriff_name
Name of the sheriff candidate the respondent voted for (open text)
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 13,197
votechoice_sheriff_party
Party of the sheriff candidate [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 13,211
votechoice_sheriff_dem
Binary: 1 = voted for the Democratic sheriff candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,910
votechoice_sheriff_rep
Binary: 1 = voted for the Republican sheriff candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,883
votechoice_sheriff_inc
Binary: 1 = voted for the incumbent sheriff
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 3,099
voted_for_sheriff_bin (_bin)
Binary: 1 = voted for a sheriff candidate, 0 = did not vote
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 13,265
votechoice_prosecutor_name
Name of the prosecutor/DA candidate the respondent voted for (open text)
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 4,095
votechoice_prosecutor_party
Party of the prosecutor candidate [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 3,765
votechoice_prosecutor_dem
Binary: 1 = voted for the Democratic prosecutor candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 2,712
votechoice_prosecutor_rep
Binary: 1 = voted for the Republican prosecutor candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 2,660
votechoice_prosecutor_inc
Binary: 1 = voted for the incumbent prosecutor
Waves: nov_2021, nov_2022, nov_2025 N Valid: 2,060
voted_for_prosecutor_bin (_bin)
Binary: 1 = voted for a prosecutor candidate, 0 = did not vote
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 4,122
votechoice_countyexec_name
Name of the county executive candidate the respondent voted for (open text)
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,729
votechoice_countyexec_party
Party of the county executive candidate [Democrat, Republican, Someone Else, No Vote]
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,707
votechoice_countyexec_dem
Binary: 1 = voted for the Democratic county executive candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 826
votechoice_countyexec_rep
Binary: 1 = voted for the Republican county executive candidate
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 826
votechoice_countyexec_inc
Binary: 1 = voted for the incumbent county executive
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 668
voted_for_countyexec_bin (_bin)
Binary: 1 = voted for a county executive candidate, 0 = did not vote
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,733

20 Candidate & Incumbent Information

Election-level metadata merged from candidate and incumbent data files. These are not survey responses but contextual information about the elections in the respondent’s jurisdiction. Candidate name and party columns are character strings, and are the values that were embedded in the Qualtrics metadata to be presented to respondents based on their county or zip code.

In surveys covering mayoral, sheriff, prosecutor, and county executive elections, cand_1 is either the incumbent (if they were running for re-election), or the presumed front-runner. The maximum number of candidates given to respondents for a single office was 7. If there were more contestants, the top 7 were chosen based on pre-election news coverage and polling. If a respondent’s preferred candidate was not listed, they had the option to select “Someone else.”

Mayoral candidates and incumbents:

mayor_cand_1
Name of mayoral candidate 1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 11,012
mayor_cand_1_party
Party of mayoral candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,755
mayor_cand_2
Name of mayoral candidate 2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,865
mayor_cand_2_party
Party of mayoral candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,755
mayor_cand_3
Name of mayoral candidate 3
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,945
mayor_cand_3_party
Party of mayoral candidate 3
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 3,848
mayor_cand_4
Name of mayoral candidate 4
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 3,570
mayor_cand_4_party
Party of mayoral candidate 4
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 3,333
mayor_cand_5
Name of mayoral candidate 5
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 2,639
mayor_cand_5_party
Party of mayoral candidate 5
Waves: nov_2020, nov_2021, nov_2023, nov_2025 N Valid: 2,942
mayor_cand_6
Name of mayoral candidate 6
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 2,036
mayor_cand_6_party
Party of mayoral candidate 6
Waves: nov_2020, nov_2021, nov_2025 N Valid: 2,758
mayor_cand_7
Name of mayoral candidate 7
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,262
mayor_cand_7_party
Party of mayoral candidate 7
Waves: nov_2020, nov_2025 N Valid: 2,347
mayor_inc_name
Name of the incumbent mayor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 12,989
mayor_inc_party
Party of the incumbent mayor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 7,580
mayor_inc_running
Whether the incumbent mayor ran in this election [1 = yes, 0 = no]
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 11,322
mayor_partisan_race
Whether the mayoral race was partisan [1 = yes, 0 = nonpartisan]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 11,888

Sheriff candidates and incumbents:

sheriff_cand_1
Name of sheriff candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,617
sheriff_cand_1_party
Party of sheriff candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,152
sheriff_cand_2
Name of sheriff candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,359
sheriff_cand_2_party
Party of sheriff candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 5,773
sheriff_cand_3
Name of sheriff candidate 3
Waves: nov_2021, nov_2022, nov_2025 N Valid: 1,309
sheriff_cand_3_party
Party of sheriff candidate 3
Waves: nov_2021, nov_2022, nov_2025 N Valid: 1,472
sheriff_inc_name
Name of the incumbent sheriff
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 22,529
sheriff_inc_party
Party of the incumbent sheriff
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 14,971
sheriff_inc_running
Whether the incumbent sheriff ran in this election [1 = yes, 0 = no]
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 5,646
sheriff_partisan_race
Whether the sheriff race was partisan [1 = yes, 0 = nonpartisan]
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,811

Prosecutor candidates and incumbents:

prosecutor_cand_1
Name of prosecutor candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 5,800
prosecutor_cand_1_party
Party of prosecutor candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 4,979
prosecutor_cand_2
Name of prosecutor candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 5,530
prosecutor_cand_2_party
Party of prosecutor candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 4,563
prosecutor_cand_3
Name of prosecutor candidate 3
Waves: nov_2020, nov_2021, nov_2022 N Valid: 423
prosecutor_cand_3_party
Party of prosecutor candidate 3
Waves: nov_2020, nov_2021 N Valid: 219
prosecutor_cand_4
Name of prosecutor candidate 4
Waves: nov_2022 N Valid: 204
prosecutor_inc_name
Name of the incumbent prosecutor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 22,346
prosecutor_inc_party
Party of the incumbent prosecutor
Waves: nov_2020, april_2021, nov_2021, nov_2023 N Valid: 8,917
prosecutor_inc_running
Whether the incumbent prosecutor ran in this election [1 = yes, 0 = no]
Waves: nov_2021, nov_2022, nov_2025 N Valid: 4,825
prosecutor_partisan_race
Whether the prosecutor race was partisan [1 = yes, 0 = nonpartisan]
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 5,940
prosecutor_office_name
Title of the prosecutor’s office (e.g., District Attorney, State’s Attorney, County Attorney)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 22,346

County executive candidates and incumbents:

countyexec_cand_1
Name of county executive candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,603
countyexec_cand_1_party
Party of county executive candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,491
countyexec_cand_2
Name of county executive candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,603
countyexec_cand_2_party
Party of county executive candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,491
countyexec_inc_name
Name of the incumbent county executive
Waves: nov_2021, nov_2022, nov_2025 N Valid: 4,361
countyexec_inc_party
Party of the incumbent county executive
Waves: nov_2021 N Valid: 340
countyexec_inc_running
Whether the incumbent county executive ran in this election [1 = yes, 0 = no]
Waves: nov_2021, nov_2022, nov_2025 N Valid: 1,309
countyexec_partisan_race
Whether the county executive race was partisan [1 = yes, 0 = nonpartisan]
Waves: nov_2021, nov_2022, nov_2025 N Valid: 1,434

Federal and state candidate information:

gov_cand_dem
Name of the Democratic gubernatorial candidate
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 11,739
gov_cand_rep
Name of the Republican gubernatorial candidate
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2025 N Valid: 11,739
gov_inc_name
Name of the incumbent governor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,838
gov_inc_party
Party of the incumbent governor
Waves: nov_2025 N Valid: 7,856
sen_cand_dem
Name of the Democratic Senate candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 14,040
sen_cand_rep
Name of the Republican Senate candidate
Waves: nov_2020, nov_2021, nov_2022 N Valid: 14,040
sen_inc_1_name
Name of the respondent’s first U.S. Senator
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,838
sen_inc_2_name
Name of the respondent’s second U.S. Senator
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,838

21 Perceived Partisanship

What is the party affiliation of each of the following figures?
Response options: [Democrat, Republican, Something Else] [Don’t know]
place_pid_biden
Perceived party of Joe Biden
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 19,003
place_pid_trump
Perceived party of Donald Trump
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 24,088
place_pid_harris
Perceived party of Kamala Harris
Waves: nov_2025 N Valid: 5,620
place_pid_gov
Perceived party of the respondent’s governor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 21,734
place_pid_sen_1
Perceived party of U.S. Senator 1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 19,579
place_pid_sen_2
Perceived party of U.S. Senator 2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 19,178
place_pid_mayor
Perceived party of the respondent’s mayor
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,875
place_pid_sheriff
Perceived party of the respondent’s sheriff
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,618
place_pid_prosecutor
Perceived party of the respondent’s prosecutor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 11,495
place_pid_countyexec
Perceived party of the respondent’s county executive
Waves: nov_2021, nov_2022, nov_2025 N Valid: 881
place_pid_mayor_cand_1
Perceived party of mayoral candidate 1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 4,060
place_pid_mayor_cand_2
Perceived party of mayoral candidate 2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 7,006
place_pid_sheriff_cand_1
Perceived party of sheriff candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,477
place_pid_sheriff_cand_2
Perceived party of sheriff candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 2,249
place_pid_prosecutor_cand_1
Perceived party of prosecutor candidate 1
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,979
place_pid_prosecutor_cand_2
Perceived party of prosecutor candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 3,045
place_pid_countyexec_cand_1
Perceived party of county executive candidate 1
Waves: nov_2020 N Valid: 189
place_pid_countyexec_cand_2
Perceived party of county executive candidate 2
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 2,267

Correct partisan placement indicators (pid_accurate_*_bin): Binary variables [1 = correct, 0 = incorrect] indicating whether the respondent correctly identified the party of each official or candidate. Available only when the official’s actual party is known.

pid_accurate_biden_bin (_bin)
Correctly placed Biden as Democrat
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 20,284
pid_accurate_trump_bin (_bin)
Correctly placed Trump as Republican
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 26,477
pid_accurate_harris_bin (_bin)
Correctly placed Harris as Democrat
Waves: nov_2025 N Valid: 6,129
pid_accurate_gov_bin (_bin)
Correctly placed governor’s party
Waves: nov_2025 N Valid: 1,796
pid_accurate_sen_1_bin (_bin)
Correctly placed Senator 1’s party
Waves: nov_2025 N Valid: 1,808
pid_accurate_sen_2_bin (_bin)
Correctly placed Senator 2’s party
Waves: nov_2025 N Valid: 2,878
pid_accurate_mayor_bin (_bin)
Correctly placed mayor’s party
Waves: nov_2021, nov_2023 N Valid: 600
pid_accurate_sheriff_bin (_bin)
Correctly placed sheriff’s party
Waves: nov_2020, nov_2021, nov_2022, nov_2023 N Valid: 2,258
pid_accurate_prosecutor_bin (_bin)
Correctly placed prosecutor’s party
Waves: nov_2020, nov_2021, nov_2023 N Valid: 1,697
pid_accurate_mayor_cand_1_bin (_bin)
Correctly placed mayoral candidate 1’s party
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,594
pid_accurate_mayor_cand_2_bin (_bin)
Correctly placed mayoral candidate 2’s party
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 2,325
pid_accurate_sheriff_cand_1_bin (_bin)
Correctly placed sheriff candidate 1’s party
Waves: nov_2020, nov_2021, nov_2025 N Valid: 1,377
pid_accurate_sheriff_cand_2_bin (_bin)
Correctly placed sheriff candidate 2’s party
Waves: nov_2020, nov_2021, nov_2025 N Valid: 1,897
pid_accurate_prosecutor_cand_1_bin (_bin)
Correctly placed prosecutor candidate 1’s party
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 1,726
pid_accurate_prosecutor_cand_2_bin (_bin)
Correctly placed prosecutor candidate 2’s party
Waves: nov_2020, nov_2021, nov_2022, nov_2025 N Valid: 2,697
pid_accurate_countyexec_cand_1_bin (_bin)
Correctly placed county executive candidate 1’s party
Waves: nov_2020 N Valid: 289
pid_accurate_countyexec_cand_2_bin (_bin)
Correctly placed county executive candidate 2’s party
Waves: nov_2020 N Valid: 289

22 Perceived Ideology

How would you describe the following people?
Response options: [Very liberal, Liberal, Moderate, Conservative, Very conservative] [Don’t know]
place_ideo_biden (_n, _oc)
Perceived ideology of Joe Biden
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 16,828
place_ideo_trump (_n, _oc)
Perceived ideology of Donald Trump
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 19,877
place_ideo_harris (_n, _oc)
Perceived ideology of Kamala Harris
Waves: nov_2025 N Valid: 3,483
place_ideo_gov_inc (_n, _oc)
Perceived ideology of the respondent’s governor (incumbent)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 18,363
place_ideo_sen_1_inc (_n, _oc)
Perceived ideology of U.S. Senator 1 (incumbent)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 16,507
place_ideo_sen_2_inc (_n, _oc)
Perceived ideology of U.S. Senator 2 (incumbent)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 16,095
place_ideo_mayor_inc (_n, _oc)
Perceived ideology of the respondent’s mayor (incumbent)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,479
place_ideo_mayor_cand_1 (_n, _oc)
Perceived ideology of mayor_cand_1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,625
place_ideo_mayor_cand_2 (_n, _oc)
Perceived ideology of mayor_cand_2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 6,381
place_ideo_sheriff (_n, _oc)
Perceived ideology of the respondent’s sheriff
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,400
place_ideo_sheriff_cand_1 (_n, _oc)
Perceived ideology of sheriff_cand_1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,506
place_ideo_sheriff_cand_2 (_n, _oc)
Perceived ideology of sheriff_cand_2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,932
place_ideo_prosecutor (_n, _oc)
Perceived ideology of the respondent’s prosecutor
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 10,378
place_ideo_prosecutor_cand_1 (_n, _oc)
Perceived ideology of prosecutor_cand_1
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,691
place_ideo_prosecutor_cand_2 (_n, _oc)
Perceived ideology of prosecutor_cand_2
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 1,595
place_ideo_countyexec (_n, _oc)
Perceived ideology of the respondent’s county executive
Waves: nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 813
place_ideo_countyexec_cand_1 (_n, _oc)
Perceived ideology of countyexec_cand_1
Waves: nov_2020 N Valid: 182
place_ideo_countyexec_cand_2 (_n, _oc)
Perceived ideology of countyexec_cand_2
Waves: nov_2020, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 2,432

23 Health Behaviors

Questions about smoking history and COVID-19 vaccination status.

smoked100 (_n, _oc)
Have you smoked at least 100 cigarettes in your lifetime? [Yes, No]
Waves: april_2021, nov_2021, nov_2022, nov_2023 N Valid: 4,767
smokenow (_n, _oc)
Do you currently smoke cigarettes? [Yes, No] (asked only of those who answered Yes to smoked100)
Waves: april_2021, nov_2021, nov_2022, nov_2023 N Valid: 2,935
covid_vaccinated (_n, _oc)
Have you personally received the COVID-19 vaccine, or not? [Yes, No]
Waves: april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 25,377
covid_vaxdose (_n, _oc)
How many doses of the COVID-19 vaccine have you received? [1, 2, 3, 4 or more]
Waves: nov_2021, nov_2022, nov_2023 N Valid: 13,974

24 COVID-19 Attitudes

Attitudes toward COVID-19 and related government responses.
As you may know, some state and local governments have taken certain actions in response to the coronavirus and are considering other actions. Do you support or oppose the following actions?
Response options: [Strongly support, Somewhat support, Somewhat oppose, Strongly oppose][Don’t know]
covidresp_cancelmtgs (_n, _oc)
Cancel all meetings or gatherings of more than 10 people, like sports events, concerts, conferences, etc.
Waves: nov_2020, april_2021 N Valid: 4,151
covidresp_closebiz (_n, _oc)
Close certain businesses where larger numbers of people gather, like theaters, bars, restaurants, etc.
Waves: nov_2020, april_2021 N Valid: 4,142
covidresp_closeschool (_n, _oc)
Close schools and universities
Waves: nov_2020, april_2021 N Valid: 4,105
covidresp_schoolmasks (_n, _oc)
Require students in schools to wear masks
Waves: nov_2021 N Valid: 5,403
covidresp_hcvaccine (_n, _oc)
Require groups like healthcare workers to get the COVID-19 vaccine
Waves: nov_2021 N Valid: 5,369
covid_concern (_n, _oc)
How concerned are you about coronavirus here in the United States? [Very concerned, Somewhat concerned, Not very concerned, Not at all concerned]
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023 N Valid: 24,537
covidresp_vaccine_mandate (_n, _oc)
Now thinking about President Biden’s new plan to deal with the coronavirus, do you favor or oppose the following element of that plan? Requiring companies with 100 or more employees to have all their employees vaccinated against COVID-19, or be tested weekly for it [Strongly favor, Somewhat favor, Somewhat oppose, Strongly oppose]
Waves: nov_2021 N Valid: 5,901

25 Media Consumption

In the past week, how many days did you…
Response options: [0 days, 1–3 days, 4+ days]
media_locpaper (_n, _oc)
Read your local newspaper in print or online
Waves: nov_2025 N Valid: 6,448
media_loctvnews (_n, _oc)
Watch local news on TV
Waves: nov_2025 N Valid: 6,453
media_natpaper (_n, _oc)
Read about national news events online
Waves: nov_2025 N Valid: 6,447
media_nattvnews (_n, _oc)
Watch national news on TV
Waves: nov_2025 N Valid: 6,447

26 City-Specific Questions

Questions asked only of respondents in specific cities.

minneapolis_defund (_n, _oc)
Should the City of Minneapolis create a Department of Public Safety combining public safety functions through a comprehensive public health approach, and remove the Police Department, and its chief, from the City Charter? [Yes, No]
Waves: nov_2021 N Valid: 90
nyc_q2 (_n, _oc)
New York City Question 2: Should New York City fast track publicly financed affordable housing by reducing review time by the Board of Standards and Appeals and the City Planning Commission but removing City Council review? [Yes, No]
Waves: nov_2025 N Valid: 338
nyc_q3 (_n, _oc)
New York City Question 3: Should New York City simplify review for limited land-use changes, including small housing and infrastructure projects, by removing City Council review but maintaining Community Board and City Planning Commission review? [Yes, No]
Waves: nov_2025 N Valid: 335

27 Screener & Attention Checks

Attention check items embedded throughout the survey to assess respondent quality. Each scr_pass variable is binary [1 = passed, 0 = failed].

scr_pass1
Passed attention check 1 (People are very busy these days and many do not have time to follow what goes on in the government. We are testing whether people read questions. To show that you’ve read this much, answer both ‘extremely interested’ and ‘very interested.’)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,375
scr_pass2
Passed attention check 2 (Federal policy battery: select ‘Somewhat oppose’)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 32,100
scr_pass3
Passed attention check 3 (Federal spending battery: select ‘Decreased’)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 31,617
scr_pass4
Passed attention check 4 (Local policy battery: select ‘Favor’)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 30,782
scr_pass5
Passed attention check 5 (Which of the following is your favorite color? To show you are paying attention, please select blue.)
Waves: nov_2025 N Valid: 6,935
scr_pass6
Passed attention check 6 (Local policy battery: select ‘Strongly oppose’
Waves: nov_2025 N Valid: 6,629
scr_pass_all
Total number of attention checks passed (0–6)
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 34,106
scr_pass_rescale
Proportion of attention checks passed out of checks the respondent was shown (0–1); rescaled by the number of non-missing items
Waves: nov_2020, april_2021, nov_2021, nov_2022, nov_2023, nov_2025 N Valid: 33,381

28 Variable Coverage Check

All 384 base variables in the guidebook are documented in this codebook.

Appendix: Sampled Elections

For each survey wave, the table below shows which elections respondents were asked about. P indicates a partisan election and NP indicates a nonpartisan election.

November 2020 — 28 sample frames, N = 4,643
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
Baltimore MD 160 P
Baton Rouge LA 140 P P
Cobb County GA 164 P P
Cook County IL 138 P P
El Paso NM 159 P NP
Gilbert AZ 4 P NP P P
Hamilton County OH 166 P P
Harris County TX 140 P P P
Honolulu HI 153 NP
Irvine CA 112 NP
Lake County IL 154 P P
Los Angeles County CA 170 NP
Maricopa County AZ 94 P P P
Miami-Dade County FL 171 P
National 1,119 P P
Oakland County MI 134 P P P
Phoenix AZ 62 P NP P P
Pinellas County FL 147 P
Portland OR 140 P NP
Riverside CA 147 NP
Salt Lake County UT 151 P P
San Diego CA 160 NP
Santa Ana CA 68 NP
Scottsdale AZ 9 P NP P P
Stockton CA 149 NP
Tarrant County TX 155 P P
Virginia Beach VA 129 P NP
Winston-Salem NC 148 P P P

P = Partisan    NP = Nonpartisan

April 2021 — 1 sample frame, N = 189
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
St. Louis MO 189 P NP

P = Partisan    NP = Nonpartisan

November 2021 — 32 sample frames, N = 6,206
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
Albuquerque NM 100 P NP
Atlanta GA 183 P NP
Bergen County NJ 170 P P P
Boston MA 121 P NP
Buffalo NY 77 P
Camden County NJ 177 P P P
Chesapeake VA 101 P P P P
Cincinnati OH 122 NP
Cleveland OH 153 NP
Detroit MI 181 P NP
Durham NC 71 P P NP
Erie County NY 168 P
Essex County NJ 120 P P P
Jersey City NJ 58 P P NP
Kansas City KS 60 P NP
Miami FL 65 NP
Minneapolis MN 101 P P
Nassau County NY 185 P P
National 2,215 P P
New Orleans LA 68 P P P
New York City NY 194 P
New York County NY 196 P P
Norfolk VA 99 P P P P
Overland Park KS 58 P NP
Philadelphia County PA 179 P
Pittsburgh PA 178 P
Richmond VA 130 P P P P
Seattle WA 110 P NP P
St. Petersburg FL 176 NP
Suffolk County NY 155 P
Toledo OH 164 NP
Virginia Beach VA 71 P P P P

P = Partisan    NP = Nonpartisan

November 2022 — 60 sample frames, N = 11,771
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
Ada County ID 133 P P P
Adams County CO 129 P P P
Alamance County NC 143 P P
Alameda County AL 207 P P NP
Allen County IN 154 P P
Anaheim CA 112 P P NP
Arapahoe County CO 155 P P P
Austin TX 333 P NP
Bernalillo County NM 162 P P
Bexar County AZ 154 P P P
Chula Vista CA 104 P P NP
Clark County NV 174 P P P
Cook County IL 168 P P P
Corpus Christi TX 127 P NP
Dallas County TX 161 P P
Dane County WI 150 P P P
Douglas County NE 153 P P P
Durham County NC 140 P P
El Paso County CO 157 P P P
Fayette County KY 155 P P
Forsyth County NC 145 P P P
Guilford County NC 165 P P
Harris County TX 164 P P
Hennepin County MN 182 P NP NP
Hudson County FL 138 P P P
Irvine CA 148 P P NP
Jacksonville FL 171 P P P
Jefferson County AL 164 P P P
King County WA 164 P NP
Lancaster County NE 132 P P P
Laredo TX 62 P NP
Lexington KY 171 P NP
Little Rock AR 139 P P NP
Long Beach CA 148 P P NP
Los Angeles CA 164 P P NP NP
Maricopa County AZ 163 P P P
Marion County IN 177 P P
Mobile County AL 150 P P P P
Multnomah County OR 154 P P NP
National 2,529 P P
North Las Vegas NV 140 P P NP
Oakland CA 134 P P NP
Oklahoma County OK 162 P P P
Pinellas County FL 186 P P P
Polk County IA 157 P P P
Raleigh NC 181 P NP
Reno NV 139 P P NP
San Bernardino CA 124 P P NP
San Diego County AL 225 P P NP
San Francisco AL 230 P P NP
San Jose CA 161 P P NP
Santa Ana CA 98 P P NP
Spokane County WA 162 P P P
St. Louis County MO 165 P P
Tallahassee FL 152 P P NP
Tarrant County TX 159 P P P
Trenton NJ 96 NP
Wake County NC 157 P P P
Washington DC 179 P
Wayne County MI 163 P P

P = Partisan    NP = Nonpartisan

November 2023 — 10 sample frames, N = 1,963
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
Aurora CO 188 NP
Baton Rouge LA 185 P
Charlotte NC 203 P
Chicago IL 204 NP
Dallas TX 187 NP
Denver CO 212 NP
Houston TX 169 NP
Memphis TN 221 NP
Tucson AZ 212 P
Wichita KS 182 NP

P = Partisan    NP = Nonpartisan

November 2025 — 34 sample frames, N = 7,863
City / County State N Senate Gov. Mayor Sheriff Prosecutor County Exec.
Albuquerque NM 161 NP
Atlanta GA 190 NP
Boston MA 164 P
Bucks County PA 153 P P
Buffalo NY 197 P
Charlotte NC 209 P
Chesapeake VA 96 P P NP
Cincinnati OH 192 NP
Cleveland OH 214 NP
Delaware County PA 162 P
Detroit MI 235 NP
Durham NC 115 NP
Erie County PA 148 P
Greensboro NC 220 NP
Hialeah FL 68 NP
Hudson County NJ 159 P P
Jersey City NJ 169 P NP
Kansas City KS 92 NP
King County WA 186 NP
Lehigh County PA 161 P
Miami FL 93 NP
Minneapolis MN 188 P
Monmouth County NJ 146 P P
Nassau County NY 185 P P
National 2,346 P
New Orleans LA 173 P P
New York City NY 223 P
New York County NY 171 P
Newport News VA 129 P NP
Philadelphia County PA 212 P
Pittsburgh PA 220 P
Seattle WA 182 NP
St. Paul MN 149 NP
Virginia Beach VA 155 P NP NP

P = Partisan    NP = Nonpartisan


This codebook was generated from the ALES data pipeline on February 09, 2026. For questions or to report errors, contact the ALES research team.