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OpenElections

@openelections.bsky.social
327 followers 32 following 114 posts

We make official precinct-level election results into data. You can help. github.com/openelections openelections@gmail.com

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OpenElections @openelections.bsky.social · 10h
Very unofficial election results from the August 11 special primary in Tuscaloosa County, Alabama: www.tuscco.com/probate/elec...
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OpenElections @openelections.bsky.social · 06/09/2026
New Data Release! Today we're publishing official county and precinct-level results from the June 9, 2026 primary election in North Dakota. We've also produced official county and precinct-level files for ND back to 2000. All here: github.com/openelection...
github.com
GitHub - openelections/openelections-data-nd: Pre-processed results for North Dakota elections
Pre-processed results for North Dakota elections. Contribute to openelections/openelections-data-nd development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 06/09/2026
We've started processing official precinct-level results from the 2026 primary election in Michigan. Follow our progress here: github.com/openelection...
github.com
2026 Primary Precinct Election Results · Issue #85 · openelections/openelections-data-mi
Using Tabula, OCR or whatever method you can, parse precinct-level results for the following counties. Original sources are in individual county files in the sources-mi repository. The goal is to c...
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OpenElections @openelections.bsky.social · 30/08/2026
New Data Release! Today we're publishing official 2026 primary election county and precinct-level results for every county in Oregon: github.com/openelection...
github.com
openelections-data-or/2026 at master · openelections/openelections-data-or
Pre-processed results for Oregon elections. Contribute to openelections/openelections-data-or development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 28/08/2026
Crook County, Oregon, decided to simplify things on its primary results precinct report by referring to the Democratic Party as "X" and the Republican Party as "Y":
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OpenElections @openelections.bsky.social · 22/08/2026
New Data Release! Official 2026 primary election county and precinct-level results for every county in Utah: github.com/openelection... Precinct sums are checked against county totals from summary reports here: github.com/openelection...
github.com
openelections-data-ut/2026/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.
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OpenElections @openelections.bsky.social · 20/08/2026
Results data update: Today we published official precinct results from the May 2026 primary election in Kentucky for *all* 120 counties and every office. github.com/openelection...
github.com
openelections-data-ky/2026/counties at master · openelections/openelections-data-ky
Pre-processed results for Kentucky elections. Contribute to openelections/openelections-data-ky development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 15/08/2026
We've added official precinct results from 32 counties for the 2026 primary election in New York: github.com/openelection...
github.com
openelections-data-ny/2026/counties at master · openelections/openelections-data-ny
Election results for New York. Contribute to openelections/openelections-data-ny development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 14/08/2026
Adventures in election results retrieval: grabbed the list of New York county election boards and had Claude write a plan to collect 2026 official primary results from county sites, then had GLM-5.2 execute that plan. In 25 minutes got 39 of 62 back:
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Michal Migurski @mike.teczno.com · 13/08/2026
A second post in my short series on contributing to @openelections.bsky.social, this time carving up 1000+ page PDFs in unpredictable formats using context information on elections and candidates. Interesting? Try the Bay Area DSPy meetup in two weeks: luma.com/61qrnbs7 medium.com/@michalmigur...
medium.com
Weeknotes, 2026W31: Carving Elections PDFs With The Models
I’ve been using DSPy to revisit older data & geo projects with an eye toward how language models can assist with certain kinds of tasks…
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OpenElections @openelections.bsky.social · 04/08/2026
Precinct results from the 2026 primary election in Sumter County, Alabama:
You probably shouldn't even look, it's that bad.
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Michal Migurski @mike.teczno.com · 03/08/2026
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...
medium.com
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…
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OpenElections @openelections.bsky.social · 28/07/2026
We've updated our Tennessee election results: we have data from 2006-2026: github.com/openelection...
github.com
GitHub - openelections/openelections-data-tn: Pre-processed election results for Tennessee elections
Pre-processed election results for Tennessee elections - openelections/openelections-data-tn
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OpenElections @openelections.bsky.social · 19/07/2026
We've published official precinct results from the 2026 primary election in 73 of 82 Mississippi counties: github.com/openelection...
github.com
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.
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OpenElections @openelections.bsky.social · 19/07/2026
We've published official precinct results from the 2026 primary elections for 43 of 67 Pennsylvania counties. github.com/openelection...
github.com
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...
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OpenElections @openelections.bsky.social · 12/07/2026
We've published official precinct results for the 2026 primary election in West Virginia: github.com/openelection...
github.com
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.
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OpenElections @openelections.bsky.social · 04/07/2026
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...
github.com
GitHub - openelections/openelections-data-sd: Election results for South Dakota
Election results for South Dakota. Contribute to openelections/openelections-data-sd development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 02/07/2026
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...
github.com
GitHub - openelections/openelections-data-ms: Converted CSVs of Mississippi election results
Converted CSVs of Mississippi election results. Contribute to openelections/openelections-data-ms development by creating an account on GitHub.
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OpenElections @openelections.bsky.social · 20/01/2026
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...
github.com
openelections-data-pa/2025/counties at master · openelections/openelections-data-pa
Pre-processed election results for Pennsylvania elections - openelections/openelections-data-pa
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OpenElections @openelections.bsky.social · 19/01/2026
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...
github.com
2025 General Election County Level Results · Issue #169 · 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...
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OpenElections @openelections.bsky.social · 17/01/2026
"Court of Common Please"
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OpenElections @openelections.bsky.social · 16/01/2026
Super helpful, Clinton County, PA!
A screenshot of election results from the 2025 general election in Clinton County, Pennsylvania, which had three races labeled "Supreme Court Retention Election Question" but no actual candidate names are listed, just Yes/No results.
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OpenElections @openelections.bsky.social · 15/01/2026
Here's our #spsa2026 presentation on using LLMs to parse election results data: openelections.net/spsa2026/ tipsheet: github.com/openelection...
openelections.net
LLMs for Precinct Election Results Data Extraction
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OpenElections @openelections.bsky.social · 28/11/2025
We've published official precinct-level results from the 2024 general election in Utah: github.com/openelection... #utpol
github.com
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.
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OpenElections @openelections.bsky.social · 28/11/2025
Today*, all of our official precinct-level election results data is absolutely free: openelections.net It's also free every other day.
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OpenElections @openelections.bsky.social · 18/11/2025
Featuring OpenElections data from Oregon and parts of Indiana and Michigan!
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OpenElections @openelections.bsky.social · 22/09/2025
2024, Collingsworth County, Texas: github.com/openelection...
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OpenElections @openelections.bsky.social · 05/08/2025
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!
openelections.net
Home
Certified election results. For everyone.
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MIT Election Lab @mitelectionlab.bsky.social · 30/07/2025
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
A hex map of the United States, titled "Progress of 2024 precinct data." Most states are still colored grey, indicating that our team hasn't yet cleaned and posted their precinct-level election results. 17 states are now bright pink, indicating that we HAVE collected, cleaned, and posted their data! Pink states are: MT, MN, SD, NH, IL, KY, TN, VA, DE, NC, SC, DC, FL, NM, OK, KS, and HI.
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MIT Election Lab @mitelectionlab.bsky.social · 21/07/2025
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
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MIT Election Lab @mitelectionlab.bsky.social · 14/07/2025
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
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OpenElections @openelections.bsky.social · 09/07/2025
I mean, we did publish a statewide Oregon file 5 months ago: github.com/openelection...
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Derek Willis @dwillis.bsky.social · 09/06/2025
New post: How @openelections.bsky.social uses LLMs (it's mostly for handling image PDFs). thescoop.org/archives/202...
thescoop.org
How OpenElections Uses LLMs – Derek Willis
Academic and journalist
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OpenElections @openelections.bsky.social · 07/06/2025
HALFWAY THERE: We've converted official precinct-level results from the 2024 general election for 127 Texas counties: github.com/openelection... #txlege
github.com
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.
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OpenElections @openelections.bsky.social · 07/06/2025
Official 2024 general election results from Ward County, Texas.
A screenshot of a scan of a print out of a fax of a screenshot of a fax of a scan, basically.
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OpenElections @openelections.bsky.social · 04/06/2025
We've passed the 100-county mark for converting official precinct-level results from the 2024 general election in Texas: github.com/openelection... #txlege
github.com
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...
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OpenElections @openelections.bsky.social · 03/06/2025
We have questions about the scanner/copier in the Ward County, Texas, clerk's office:
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OpenElections @openelections.bsky.social · 02/06/2025
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.
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OpenElections @openelections.bsky.social · 30/05/2025
We're 25% done converting official precinct-level results from the 2024 general election in Texas: #66countiesdown github.com/openelection...
github.com
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...
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OpenElections @openelections.bsky.social · 28/05/2025
Actual 2024 official election results posted on the website of Dickens County, Texas:
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OpenElections @openelections.bsky.social · 28/05/2025
Borden County, Texas, has a population of ~720 according to the Census Bureau. About two-thirds are registered to vote. Turnout in 2024 was 16.4 percent. In one precinct it was 7 percent.
A screenshot of precinct-level election stats from the 2024 election in Borden County, Texas, showing the number of registered voters and votes cast by precinct.

It's low.
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OpenElections @openelections.bsky.social · 27/05/2025
Never change, Collingsworth County, Texas: (They probably never will)
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Redistricting Data Hub @redistdatahub.bsky.social · 27/05/2025
Just released: 🌵#Arizona 2024 General Election Precinct-Level Results! See how each precinct voted across all statewide races & ballot measures: tinyurl.com/RDH-2024-AZ-... Shout out to @openelections.bsky.social‬ for initial collection and data processing! #ElectionResults #OpenData #DataBsky
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OpenElections @openelections.bsky.social · 25/05/2025
We've converted official precinct-level results for 50 Texas counties from the 2024 general election. Track our progress and pitch in here: github.com/openelection... #txlege
github.com
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...
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OpenElections @openelections.bsky.social · 24/05/2025
We've released an updated version of Clarify, our Python library that parses the XML produced by SOE Software (formerly Clarity Elections): github.com/openelection...
github.com
GitHub - openelections/clarify: Discover and parse results for jurisdictions that use Clarity-based election systems.
Discover and parse results for jurisdictions that use Clarity-based election systems. - openelections/clarify
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OpenElections @openelections.bsky.social · 24/05/2025
We're about 10% done converting official precinct-level results from the 2024 general election in Texas: github.com/openelection... Join us! DM or email in profile.
github.com
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...
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OpenElections @openelections.bsky.social · 14/05/2025
We've added official precinct results for federal, statewide and state legislative races from the 2024 general election in New Mexico: github.com/openelection...
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OpenElections @openelections.bsky.social · 04/05/2025
We've started converting official precinct-level results from the 2024 general election in Texas. 18 counties down, including Bexar. Find the data and track our progress here: github.com/openelection... #txlege
github.com
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...
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OpenElections @openelections.bsky.social · 23/04/2025
We've published our first version of official precinct results for the 2024 general election in New Mexico. This file has statewide races (including constitutional amendments) & state legislative contests: github.com/openelection...
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OpenElections @openelections.bsky.social · 19/04/2025
Want to help us tackle one of our biggest states: Texas? We don't have all of the official source files yet, but we do have some and you can get started converting them into CSV files: github.com/openelection...
github.com
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...
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