Precinct results from the 2026 primary election in Sumter County, Alabama:

Some notes on contributing to the OpenElections project by @dwillis.bsky.social – I did a few rounds of contributions to MI & PA 2024 election data early last year and we’re about to have another national mid-term elections. How can we get ahead of the new PDFs? medium.com/@michalmigur...

Weeknotes, 2026W30: Feeding Elections Data To The Models

I fell off the wagon since last posting in April, working on (among other things) new stuff with the team at Cmpnd. DSPy just hits its…

medium.com

We've updated our Tennessee election results: we have data from 2006-2026: github.com/openelection...

GitHub - openelections/openelections-data-tn: Pre-processed election results for Tennessee elections

Pre-processed election results for Tennessee elections - openelections/openelections-data-tn

github.com

We've published official precinct results from the 2026 primary election in 73 of 82 Mississippi counties: github.com/openelection...

openelections-data-ms/2026/counties at master · openelections/openelections-data-ms

Converted CSVs of Mississippi election results. Contribute to openelections/openelections-data-ms development by creating an account on GitHub.

github.com

We've published official precinct results from the 2026 primary elections for 43 of 67 Pennsylvania counties. github.com/openelection...

2026 Primary Precinct Results · Issue #175 · openelections/openelections-data-pa

Using Tabula, OCR or whatever method you can, parse precinct-level results for the following counties. Original sources are in the sources-pa repository. The goal is to create a single CSV file for...

github.com

We've published official precinct results for the 2026 primary election in West Virginia: github.com/openelection...

openelections-data-wv/2026 at master · openelections/openelections-data-wv

Converted CSVs of West Virginia election results. Contribute to openelections/openelections-data-wv development by creating an account on GitHub.

github.com

Over the past few days we've updated our collection of official precinct results in South Dakota. Now we have them for: * 2024 general and primary * 2022 general * 2020 general and primary * 2018 general and more! github.com/openelection...

Today we posted the first set of official precinct results from the 2026 primary elections in Mississippi, the earliest we've ever produced primary data for the state. Caveats: the state SOS has not posted files for 11 counties (!) and is missing results from 6 others. github.com/openelection...

We've finished converting official county-level results from all 67 Pennsylvania counties for the 2025 municipal general election! You can find individual CSV files for every county here: github.com/openelection...

openelections-data-pa/2025/counties at master · openelections/openelections-data-pa

Pre-processed election results for Pennsylvania elections - openelections/openelections-data-pa

github.com

We're trying something new: converting official results from Pennsylvania municipal elections in November 2025. With the assistance of LLMs (both coding & OCR), we've produced county-level results for ALL races for 55 of 67 counties: github.com/openelection...

"Court of Common Please"

Super helpful, Clinton County, PA!

Here's our #spsa2026 presentation on using LLMs to parse election results data: openelections.net/spsa2026/ tipsheet: github.com/openelection...

We've published official precinct-level results from the 2024 general election in Utah: github.com/openelection... #utpol

openelections-data-ut/2024/counties at master · openelections/openelections-data-ut

Pre-processed election results for Utah. Contribute to openelections/openelections-data-ut development by creating an account on GitHub.

github.com

Today*, all of our official precinct-level election results data is absolutely free: openelections.net It's also free every other day.

Featuring OpenElections data from Oregon and parts of Indiana and Michigan!

The Upshot@upshot.nytimes.com · 9mo ago

It takes a long time to get detailed precinct-level data for a presidential election. We're now at 99 percent complete. www.nytimes.com/interactive/...

2024, Collingsworth County, Texas: github.com/openelection...

Chris Hanretty@chanret.bsky.social · 11mo ago

I've found it: the worst way of presenting election results ever web.archive.org/web/20210426...

It's not quite finished yet, but we've rolled out an updated version of openelections.net that focuses on the latest updates to our data and has individual state pages. Kick the tires and let us know what you think!

If you've been following our precinct-level data closely, you might have noticed some updates last week! We've now added Hawaii, New Mexico, and Kansas to the 2024 dataset. Check out all of our available states on our GitHub: buff.ly/k6S0zTU

Good morning election friends! We've just launched the 2024 report + data from the Survey of the Performance of American Elections, which examines voter experiences from the perspective of voters themselves. Find it here: buff.ly/F3OWNkP

Good morning, election data nerds! Here's a Monday morning present for you: we've finished updating our county-level presidential election results dataset to include 2024. The full dataset (covering 2000-2024) is now available on our Dataverse: buff.ly/eUGYc1h

I mean, we did publish a statewide Oregon file 5 months ago: github.com/openelection...

Chris Warshaw@chriswarshaw.bsky.social · last yr.

The @nytimes.com just posted an updated version of their detailed map of the 2024 election results, with the data available for download. This is invaluable in part because funding constraints have slowed down academic efforts at releasing precinct-level results. www.nytimes.com/interactive/...

New post: How @openelections.bsky.social uses LLMs (it's mostly for handling image PDFs). thescoop.org/archives/202...

How OpenElections Uses LLMs – Derek Willis

Academic and journalist

thescoop.org

HALFWAY THERE: We've converted official precinct-level results from the 2024 general election for 127 Texas counties: github.com/openelection... #txlege

openelections-data-tx/2024/counties at master · openelections/openelections-data-tx

Pre-processed results for Texas elections. Contribute to openelections/openelections-data-tx development by creating an account on GitHub.

github.com

Official 2024 general election results from Ward County, Texas.

We've passed the 100-county mark for converting official precinct-level results from the 2024 general election in Texas: github.com/openelection... #txlege

2024 General Election Precinct Results · Issue #458 · openelections/openelections-data-tx

Using Tabula, OCR or whatever method you can, parse precinct-level results for the following counties. Original sources are in the sources-tx repository. The goal is to create a single CSV file for...

github.com

We have questions about the scanner/copier in the Ward County, Texas, clerk's office:

Do we know anyone who lives near Karnes County, Texas, and would be willing to go to the county clerk's office in Karnes City, fill out a form and pay $10 in cash for precinct-level election results? Because that's what they've told us needs to happen.

We're 25% done converting official precinct-level results from the 2024 general election in Texas: #66countiesdown github.com/openelection...

Actual 2024 official election results posted on the website of Dickens County, Texas: