This dataset contains voter registration data in Iowa by month and county starting with January 2000. It identifies the number of voters registered as Democrats, Republicans, other party or no party. Libertarians were reported separately March 2017 through January 2019, and beginning again in January 2023. The dataset also identifies the number of active and inactive voter registrations. Inactive voters are those to whom official mailings have been sent from the county auditor’s office, the notice was returned as undeliverable by the United States Postal Service and the voter has not responded to a follow up confirmation notice. [§48A.37]

Throughout United States history, voter turnout among the voting eligible population has varied, ranging from below twelve percent in uncontested elections, to 83 percent in the 1876 election. In early years, turnout in presidential elections was relatively low, as the popular vote was not used in every state to decide who electors would vote for. When this was changed in the 1824 election, turnout increased dramatically, and generally fluctuated between seventy and eighty percent during the second half of the nineteenth century. Until the 1840 and 1842 elections, midterm elections also had a higher turnout rate than their corresponding presidential elections, although this trend has been reversed since these years.

Declining turnout in the twentieth century An increase in voting rights, particularly for black males in 1870 and for women in 1920, has meant that the share of the total population who are legally eligible to vote has increased significantly; yet, as the number of people eligible to vote increased, the turnout rate generally decreased. Following enfranchisement, it would take over fifty years before the female voter turnout would reach the same level as males, and over 150 years before black voters would have a similar turnout rate to whites. A large part of this was simply the lack of a voting tradition among these voter bases; however, the Supreme Court and lawmakers across several states (especially in the south) created obstacles for black voters and actively enforced policies and practices that disenfranchised black voter participation. These practices were in place from the end of the Reconstruction era (1876) until the the Voting Rights Act of 1965 legally removed and prohibited many of these obstacles; nonetheless, people of color continue to be disproportionally affected by voting restrictions to this day.

Recent decades In 1971, the Twenty-sixth Amendment lowered the minimum voting age in most states from 21 to 18 years old, which greatly contributed to the six and eight percent reductions in voter turnout in the 1972 and 1974 elections respectively, highlighting a distinct correlation between age and voter participation. Overall turnout remained below sixty percent from the 1970s until the 2004 election, and around forty percent in the corresponding midterms. In recent elections, increased political involvement among younger voters and those from ethnic minority backgrounds has seen these numbers rise, with turnout in the 2018 midterms reaching fifty percent. This was the highest midterm turnout in over one hundred years, leading many at the time to predict that the 2020 election would see one of the largest and most diverse voter turnouts in the past century, although these predictions then reversed with the arival of the coronavirus (COVID-19) pandemic. However, 2020 did prove to have the highest turnout in any presidential election since 1900; largely as a result of mail-in voting, improved access to early voting, and increased activism among grassroots organizations promoting voter registration.

This dataset contains voter registration data in Iowa by month and state senate district starting with June 2021. It identifies the number of voters registered as Democrats, Republicans, other party or no party. The dataset also identifies the number of active and inactive voter registrations. Inactive voters are those to whom official mailings have been sent from the county auditor’s office, the notice was returned as undeliverable by the United States Postal Service and the voter has not responded to a follow up confirmation notice. [§48A.37]

Since 1964, voter turnout rates in U.S. presidential elections have generally fluctuated across all age groups, falling to a national low in 1996, before rising again in the past two decades. Since 1988, there has been a direct correlation with voter participation and age, as people become more likely to vote as they get older. Participation among eligible voters under the age of 25 is the lowest of all age groups, and in the 1996 and 2000 elections, fewer than one third of eligible voters under the age of 25 participated, compared with more than two thirds of voters over 65 years.

The Twenty-third Amendment to the U.S. Constitution granted citizens of the District of Columbia the right to vote in U.S. presidential elections; since this came into effect in 1964, the nation's capital has voted for the Democratic Party's nominee in every election, making this the longest ongoing streak in U.S. presidential elections. The record for the longest ever streak in the history of U.S. presidential elections belongs to Vermont (Republican) and Georgia (Democrat), who each voted for the same party's candidate in 27 consecutive elections between 1852 and 1960. The south and west prove loyal There are nine states, mostly across the West and Midwest, that have voted for the Republican candidate in all U.S. presidential elections since Richard Nixon's first victory in 1968. A number of other Republican streaks began in the south with Ronald Reagan's landslide victory in 1980, after briefly turning Democrat for Georgia's Jimmy Carter in 1976; historically the south had been a Democratic stronghold for more than a century, however the Republican Party's "Southern strategy" in the 1960s established them as the dominant party in the region during the civil rights era. Along with the District of Columbia, the only state not won by Reagan in 1984 was Minnesota, as Walter Mondale carried his home state by a very narrow margin. Minnesota's streak is the second-longest for the Democratic Party, while most of the other ongoing Democratic streaks began in either 1988 or 1992.

Recent swing states In the 2016 election, there were six states (with 99 electoral votes combined) that had been won by Barack Obama in 2012, but turned red in 2016. In the 2020 election, Democratic nominee, Joe Biden, managed to win back three of these states, as well as ending a six election Republican streak in Georgia and a five election streak in Arizona. In contrast, Donald Trump failed to flip any further Democratic strongholds, but repeated his victories in Florida, Iowa and Ohio. Going into this election, pollsters had predicted that the races in both Texas and Florida would be tight, with a combined total of 67 electoral votes, however the incumbent president won the popular votes in these states with margins of roughly six and 3.5 percent respectively.

This study contains selected electoral and demographic national data for nine nations in the 1950s and 1960s. The data were prepared for the Data Confrontation Seminar on the Use of Ecological Data in Comparative Cross-National Research held under the auspices of the Inter-university Consortium for Political and Social Research on April 1-18, 1969. One of the primary concerns of this international seminar was the need for cooperation in the development of data resources in order to facilitate exchange of data among individual scholars and research groups. Election returns for two or more national and/or local elections are provided for each of the nine nations, as well as ecological materials for at least two time points in the general period of the 1950s and 1960s. While each dataset was received at a single level of aggregation, the data have been further aggregated to at least a second level of aggregation. In most cases, the data can be supplied at the commune or municipality level and at the province or district level as well. Part 1 (Germany, Regierungsbezirke), Part 2 (Germany, Kreise), Part 3 (Germany, Lander), and Part 4 (Germany, Wahlkreise) contain data for all kreise, laender (states), administrative districts, and electoral districts for national elections in the period 1957-1969, and for state elections in the period 1946-1969, and ecological data from 1951 and 1961. Part 5 (France, Canton), and Part 6 (France, Departemente) contain data for the cantons and departements of two regions of France (West and Central) for the national elections of 1956, 1962, and 1967, and ecological data for the years 1954 and 1962. Data are provided for election returns for selected parties: Communist, Socialist, Radical, Federation de Gauche, and the Fifth Republic. Included are raw votes and percentage of total votes for each party. Ecological data provide information on total population, proportion of total population in rural areas, agriculture, industry, labor force, and middle class in 1954, as well as urbanization, crime rates, vital statistics, migration, housing, and the index of "comforts." Part 7 (Japan, Kanagawa Prefecture), Part 8 (Japan, House of Representatives Time Series), Part 9 (Japan, House of (Councilors (Time Series)), and Part 10 (Japan, Prefecture) contain data for the 46 prefectures for 15 national elections between 1949 and 1968, including data for all communities in the prefecture of Kanagawa for 13 national elections, returns for 8 House of Representatives' elections, 7 House of Councilors' elections, descriptive data from 4 national censuses, and ecological data for 1950, 1955, 1960, and 1965. Data are provided for total number of electorate, voters, valid votes, and votes cast by such groups as the Jiyu, Minshu, Kokkyo, Minji, Shakai, Kyosan, and Mushozoku for the Communist, Socialist, Conservative, Komei, and Independent parties for all the 46 prefectures. Population characteristics include age, sex, employment, marriage and divorce rates, total number of live births, deaths, households, suicides, Shintoists, Buddhists, and Christians, and labor union members, news media subscriptions, savings rate, and population density. Part 11 (India, Administrative Districts) and Part 12 (India, State) contain data for all administrative districts and all states and union territories for the national and state elections in 1952, 1957, 1962, 1965, and 1967, the 1958 legislative election, and ecological data from the national censuses of 1951 and 1961. Data are provided for total number of votes cast for the Congress, Communist, Jan Sangh, Kisan Mazdoor Praja, Socialist, Republican, Regional, and other parties, contesting candidates, electorate, valid votes, and the percentage of valid votes cast. Also included are votes cast for the Rightist, Christian Democratic, Center, Socialist, and Communist parties in the 1958 legislative election. Ecological data include total population, urban population, sex distribution, occupation, economically active population, education, literate population, and number of Buddhists, Christians, Hindus, Jainis, Moslems, Sikhs, and other religious groups. Part 13 (Norway, Province), and Part 14 (Norway, Commune) consist of the returns for four national elections in 1949, 1953, 1957, and 1961, and descriptive data from two national censuses. Data are provided for the total number

Overview

Kensho's Team Impact is excited to partner with the American Voter Project (the non-profit that runs the Ohio Voter Project) to make this dataset on Georgia voters available via Kaggle.

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F73968%2Fe929cb6eb3d7a11dbef5feee4b336f91%2FOVP-Kensho_1000.jpg?generation=1608150215724319&alt=media" alt="">

This dataset has two main components. The first is statewide Georgia voter lists for October, November, and December provided by the American Voter Project and originally sourced from the Georgia Secretary of State. The second is cartographic boundary files from the US Census.

Starter Notebook

Jump right in with a starter notebook that demonstrates reading the data, creating maps, and aggregating voter data.

https://www.kaggle.com/gabrielaltay/georgia-voter-list-starter

Voter File Descriptions

Voter files contain one row per person, are provided for October, November, and December of 2000, and use the following naming convention,

tbl_prod_GABUYYYYMM_sample.csv

The samples are defined as,

• all: all voters in the file provided by the secretary of state of Georgia for a given month
• dropped_records: voters that were in the all sample last month but are not in the all sample this month
• new_records: voters that are in the all sample this month but were not in the all sample last month
• address_change: voters with address info that changed from last month
• name_change: voters with name info that changed from last month
• voter_in_inactive: voters with voter_status = I in the all sample for this month
• voter_status_change: voters with voter_status that changed from last month

Due to privacy concerns we have removed names and addresses (except city, zipcode, and county) from the voter files.

Geographic File Descriptions

The geographic data we collected consists of geojson files that describe cartographic boundaries in the US. We obtained shapefiles from this website and converted them to geojson using geopandas. We follow the naming convention used for the census shape files,

cb_2019_us_entity_rr.geojson where,

entity = the geographic entity rr = resolution level (we use the 20m = 1:20,000,000 and 500k = 1:500,000 scale files)

Specifically, we include the following geographic entities,

cbsa: metropolitan / micropolitan statistical area cd116: congressional district (116th congress) county: county csa: combined statistical area division: national division (subdivisions of regions) nation: national outline region: national region (northeast, southeast, midwest, west) state: state and equivalent zcta510: 5-digit ZIP code tabulation area (Census 2010)

Usage Restrictions

A quote from the Georgia Secretary of State dataset website,

The Statewide Voter List is an electronic file that includes the date last voted for each registered voter in the state of Georgia.

By law, voter registration lists are available to the public and contain the following information: voter name, residential address, mailing address if different, race, gender, registration date and last voting date. The Statewide Voter List does not include telephone numbers, date of birth, Social Security number or Drivers License number. The Statewide Voter List includes Active and Inactive Voters.

Normal production time is 1-2 weeks upon receipt of order. The Statewide Voter List file will be provided to you electronically.

The pricing is set by the Secretary of State office. This data may not be used by any person for commercial purposes. O.C.G.A. § 21-2-225 ( c )

In accordance with O.C.G.A. § 21-2-601, any person who uses the list of electors provided for in O.C.G.A. § 21-2-225 for commercial purposes shall be guilty of a misdemeanor.

Acknowledgements

We would like to thank Steve Tingley-Hock in general for his years of work on behalf of voters and specifically for sharing this data. You can learn more about his work at the following links,

• (VICE) This Man Exposed 40K Voters Purged by Mistake
• (Wired) One IT Guy's Spreadsheet-Fueled Race to Restore Voting Rights
• (New York Times) Ohio Was Set to Purge 235,000 Voters. It Was Wrong About 20%

In U.S. presidential elections since 1964, voter turnout among male and female voters has changed gradually but significantly, with women consistently voting at a higher rate than men since the 1980 election. 67 percent of eligible female voters took part in the 1964 election, compared to 72 percent of male voters. This difference has been reversed in recent elections, where the share of women who voted has been larger than the share of men by around four percent since 2004.

Presidential elections in the United States have been dominated by two parties throughout most of their history. The Democratic Party became the most powerful political party with Andrew Jackson's victory in the 1828 election, and the Republican Party emerged as their main opponents following Abraham Lincoln's victory in 1860. Since these years, Democratic candidates have won 23 U.S. presidential elections, while Republicans have won 24. The longest winning streaks of ether party came between 1860 and 1880, where Republican candidates won six elections in a row, while the Democrats won five in a row between 1932 and 1948 (four of which were won by Franklin D. Roosevelt).

Longest streaks

Although the nation's longest streak is just six elections in a row, the longest streaks of any individual state lasted for 27 consecutive elections. These belonged to Vermont, who voted Republican in all elections between 1856 and 1960, and Georgia, who voted Democrat in all elections between 1852 and 1960 (except in 1864, when it had seceded from the union). The longest current streak belongs to the District of Columbia, which has voted for the Democratic candidate in all 15 presidential elections in which it has taken part. Illinois and West Virginia are the only states with streaks for both the Democratic and Republican parties, while Kentucky's longest streaks are for both the Democratic-Republican and Democratic parties respectively.

Changing ideologies When looking at streaks that took place over 15 or more elections, most states were voting for the party that is not the most dominant there today. For example, from around the time of the American Civil War until after the Second World War, many southern states voted exclusively for the Democratic Party's nominee, whereas many northern states voted Republican between 1856 and 1908; in contrast, most of these states have voted for the opposite party's candidate in the past six or more elections. Historically, the Democratic Party was the more conservative of the two major parties, but gradually became more fiscally liberal during Franklin D. Roosevelt's administration, while it became more socially liberal following the Second World War. In doing this, the Democratic Party grew more appealing to voters in urban centers and in the northeast, however this transition alienated many conservative voters in the south, who became disenfranchised by the party's policies regarding civil rights. Because of this, the Republican Party then launched its "Southern strategy" during the 1960s, moving further to the right and capitalizing on racial polarization in the south by proposing policies that enforced segregation and protected Jim Crow laws. Since this time, the Republican Party has generally been the strongest in the south, although growing Hispanic and (sub)urban populations are weakening their dominance (such as in Georgia in 2020).

Research suggests that partisans are increasingly avoiding members of the other party—in their choice of neighborhood, social network, even their spouse. Leveraging a national database of voter registration records, we analyze 18 million households in the U.S. We find that three in ten married couples have mismatched party affiliations. We observe the relationship between inter-party marriage and gender, age, and geography. We discuss how the findings bear on key questions of political behavior in the US. Then, we test whether mixed-partisan couples participate less actively in politics. We find that voter turnout is correlated with the party of one’s spouse. A partisan who is married to a co-partisan is more likely to vote. This phenomenon is especially pronounced for partisans in closed primaries, elections in which non-partisan registered spouses are ineligible to participate.

United States The Economist YouGov Polls: 2024 Presidential Election: Cornel West data was reported at 0.000 % in 29 Oct 2024. This stayed constant from the previous number of 0.000 % for 22 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Cornel West data is updated weekly, averaging 1.000 % from Mar 2024 (Median) to 29 Oct 2024, with 33 observations. The data reached an all-time high of 1.000 % in 15 Oct 2024 and a record low of 0.000 % in 29 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Cornel West data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...

United States The Economist YouGov Polls: 2024 Presidential Election: I Would Not Vote data was reported at 1.000 % in 08 Oct 2024. This stayed constant from the previous number of 1.000 % for 01 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: I Would Not Vote data is updated weekly, averaging 3.000 % from May 2023 (Median) to 08 Oct 2024, with 58 observations. The data reached an all-time high of 12.000 % in 15 Aug 2023 and a record low of 1.000 % in 08 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: I Would Not Vote data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...

According to exit polling in *** key states of the 2024 presidential election in the United States, almost ********** of voters who had never attended college reported voting for Donald Trump. In comparison, a similar share of voters with ******** degrees reported voting for Kamala Harris.

In response to the Help America Vote Act (HAVA) passed in 2002, the Office of Elections in the Lieutenant Governor's, designed, developed and implemented a statewide database, the Utah Voter Information and State Tracking Application (VISTA) In 2011, the VISTA project began closely integrating county-level GIS mapping data representing the precinct and subprecinct boundaries that define the ballot areas for the state. This dataset is the digital map dataset that the VISTA project is actively using for their GIS integration. VISTA Precincts and Sub Precincts are tracked using a unique identifier of up to 10 characters to represent a specific balloting unit (wherein all voters in a specified precinct receive the same ballot). Precincts are identified using up to 6 characters; example: SJ001A or 007. Sub Precincts are identified using a 6 character precinct identifier, a “:” character, and up to 4 characters for the Sub Precinct identifier; example: SJ0003:SW2. Data was updated to reflect the newly created Political Districts for the next 10 years, Current as of 1/31/2022

United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data was reported at 46.000 % in 29 Oct 2024. This stayed constant from the previous number of 46.000 % for 22 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data is updated weekly, averaging 43.000 % from May 2023 (Median) to 29 Oct 2024, with 61 observations. The data reached an all-time high of 46.000 % in 29 Oct 2024 and a record low of 38.000 % in 31 Oct 2023. United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...

These are the current final election precincts for the City of Detroit, and are the valid boundaries for the 2024 Election cycle. Updated to reflect multiple court orders and changes to state senate boundaries Q1 2024.

Check your precinct and polling location here: https://mvic.sos.state.mi.us/Voter/index

The City of Detroit will not guarantee this layer remains active once new election boundaries go into affect to reflect the upcoming City Council Districts effective in 2025. It is anticipated they will be done next year. As such we will only guarantee these boundaries reflect this years elections, and nothing else.

Please note that these should also be the final hand digitized election precincts before we change our election precinct designation methodology.

Data provided by the City of Detroit Department of Elections.

Note: This data is also provided to the State of Michigan Bureau of Elections who make it available in a similar format through the Michigan Open Data Portal here: https://gis-michigan.opendata.arcgis.com/datasets/Michigan::2024-voting-precincts/about. The State shapefile might enable population and other analyses given its approach to precinct boundary development. However, the local file also contains potentially important context as well.

According to results on November 6, 2024, former President Donald Trump had received *** Electoral College votes in the race to become the next President of the United States, securing him the presidency. With all states counted, Trump received a total of *** electoral votes. Candidates need *** votes to become the next President of the United States.

United States The Economist YouGov Polls: 2024 Presidential Election: Other data was reported at 2.000 % in 29 Oct 2024. This records an increase from the previous number of 1.000 % for 22 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Other data is updated weekly, averaging 2.000 % from May 2023 (Median) to 29 Oct 2024, with 61 observations. The data reached an all-time high of 8.000 % in 19 Dec 2023 and a record low of 0.000 % in 16 Apr 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Other data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...

United States The Economist YouGov Polls: 2024 Presidential Election: Not Sure data was reported at 3.000 % in 29 Oct 2024. This stayed constant from the previous number of 3.000 % for 22 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Not Sure data is updated weekly, averaging 5.000 % from May 2023 (Median) to 29 Oct 2024, with 61 observations. The data reached an all-time high of 10.000 % in 28 May 2024 and a record low of 3.000 % in 29 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Not Sure data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...