Last December, a group called @JudicialWatch threatened 19 counties with lawsuits over alleged “extra voters.” Something felt off when I first saw the news release back then. You can read that story here, but I want to revisit thoroughly here. bit.ly/2G4N3jW
JW claimed over 370 U.S. counties had 2.5 million more more voters than people, alleging counties weren’t removing ineligible voters (inactive voters, voters who died, moved, etc.) in accordance with a federal law and inviting voter fraud.
“According to our analysis of data released by the U.S. Election Assistance Commission this year, 378 counties nationwide have more voter registrations than citizens old enough to vote,” the group stated on its website in 2019.
JW’s analysis included the “latest” census estimates of adults per county as of the letters data Dec. 11, 2019, and an @EACgov Election Administration and Voting Survey: 2018 Comprehensive report on voter activity (filled out by counties and other election jurisdictions)
None of the four PA counties, including Bucks, and one CA county had registration rates over 100%, so why were they included in the 19 legal threats with presumably hundreds more deserving counties with these extra voters? This is what bugged me.
The 5-year 2017 census estimates were the most thorough population estimates available at the time JW sent it’s letters. I compiled estimates for adults in every county in the continental U.S. and compared that with the EAC survey to recreate JW’s analysis. I started in PA
Like JW, I couldn’t find any counties in PA with >100% registration, but my estimated rates in the 4 counties were on average 4.6% lower than JW’s estimates. JW didn’t provide it’s complete report, but I think it’s important I go over my statewide estimates now.
Most counties had over 70% registration using this method, with most over 85% and none over 95%. There are also three more counties with over 90% registration that did not get a letter from JW. It’s inconsistent, and not limited to Pennsylvania.
Speaking of the method, this is generally not an ideal way to estimate how many people are registered voters. First, the survey is not uniform. Wisconsin mostly uses municipalities as election jurisdictions, sometimes spanning multiple counties.
North Dakota also entered a -88 (Generally N/A code) for all responses in the EAC survey almost across the board. Also, we're basically comparing the daily attendance sheet in a classroom to the projected enrollment next year here. It's a flawed analysis at heart
With that in mind, when I say I found some counties with over 100% registration rates, I’m in no way claiming those counties did in fact have over 100% registration, only pointing out that I found 100 fewer counties at that rate than JW did.
These are the counties I found with 100% or more registration rates by JW’s method. It’s about 280 counties across 37 states. We’ll refer these as the counties JW could have sent letters to, the ones where their “extra voter” claims would hold the most potential weight
This is the map of all U.S. counties with over 100% registration rates by my estimates that also received a letter from JW threatening legal action. San Diego, CA, had a rate of 101% by my estimates, nearly 15.6% points under JW's claim.
To review: @JudicialWatch unreleased report appears to be based on a flawed methodology. Rates claimed by JW appear to be inflated. High registration rates do not explain why they chose the 19 counties to threaten with a lawsuit. So, what do those counties have in common?
Here’s the 2016 election results by county with counties that went to Clinton in blue and Trump in red. I went with a difference in total voter versus a percentage because the percentage map didn’t really capture the population of the counties as much. Min = -10K Max=10K
And, here’s our counties that received letters from JW. All of them went for Clinton and most were places where Clinton beat Trump by more than 15,000 votes.
Here’s our map of counties that I estimated to be at or over 100% and where they fell in 2016. Trump has more There’s 56 for Clinton and 226 for Trump here.
Here they are side by side. I think it's really hard to come away from this and not suspect the counties facing a lawsuit from a "conservative, nonpartisan" watchdog might be targeted because Trump lost there. The registration rates are just a pretext.
I don't want to get into the rhetoric of voter fraud tonight, so we'll save it for tomorrow. For now, I'll just say this: they don't have to be right, they just have to be loud.
As always, data is analyzed using @PythonPr @matplotlib @geopandas in a @ProjectJupyter notebook. @threadreaderapp Unroll please.

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More from @ulleryatintell

23 Nov
Pennsylvania is banning liquor and beer sales after 5 p.m. on Nov. 25 as part of the state's coronavirus mitigation efforts. The Thanksgiving holiday is projected to take the state into 22,000 new cases daily next month. Let's take stock of where we are...
bit.ly/3lTEUCd
Southeastern PA saw some of the highest daily increases as of midnight Sunday. Montgomery's 290 new cases and Bucks' 265 new cases took the second and third highest spots in our top 10 chart here.
Central PA is getting hit hardest though, as far as 14-day average new cases per 100,000 people. Mifflin, Cambria and Juniata counties are among the highest at those rates.
Read 8 tweets
22 Nov
I was curious about voter party turnout in PA, but I'm waiting on a Monday certification deadline. While I'm waiting, I thought I'd take a look at precinct-level data in Philadelphia. There's about 1.12 million registered voters and about 740,000 votes cast in this election
There's about 1,700 voting precincts in the city, with an average turnout of about 65.5%. Highest turnout at a single precinct was 88%, in a precinct at the 21st Ward in northwest Philadelphia.
Philadelphia is a heavily democratic city, with only about 16 precincts having more GOP than DEM voters. That lead is very narrow though, with GOP voters at most having a 15 percentage point lead on Democratic voters (as % of total voters by precinct)
Read 11 tweets
20 Nov
@JoCiavaglia did this very good story about how Bucks County will be reporting its coronavirus figures moving forward. You can read more about that in the link below. More importantly (for me) this gives me an excuse to throw gifs and charts at you!!!!
buckscountycouriertimes.com/story/news/202…
As you're all probably aware, #coronavirus cases are way up in Pennsylvania and across the country. It's not just that cases are up, but that we've just about doubled the 14-day average case counts from the peak in April (in Bucks, MontCo and the statewide average). Image
A line chart is interesting as an overview, but I thought we should go through the past 9 months in a map to really put this in context. Below is the 14-day average case counts of coronavirus per 100k residents in March and April. Southeastern PA quickly becomes the hardest hit.
Read 10 tweets
7 Nov
I came across something I think is worth expanding on in Bucks County. Let's start with the overall turnout. As of about 2:10 today, turnout was as high as 88% in some precincts. Turnout averaged about 78% at the precinct level throughout.
Voter turnout was actually lower among districts that had more Democrats than Republican voters. The darkest red areas here show where turnout is under 75% (a bit under the county average).
Turnout in Republican voting precincts was generally higher overall. These districts did contain both the highest and lowest turnout rates, at 53% and 88%, respectively.
Read 7 tweets
6 Nov
@PAStateDept mail ballot request data shows there were approximately 2.55 million mail-in ballots returned by Nov. 3. Current processing data shows about 2.63 mail-in ballots cast. We can estimate then that about 78,000 mail ballots have been received since Election Day. 1/???
The processing data (updated hourly according to data.pa.gov) shows about 112,000 ballots yet to be counted in the commonwealth. Even if we assume that total includes all of those 78,000 newer ballots, counties are still counting ballots arriving before election day.
Part of a state Supreme Court ruling allows the state to count mail ballots arriving three days after the election and they can accept ballots without a post mark. Let's unpack why the rule might be in place next ...
bit.ly/3mZBQV9
Read 6 tweets
5 Nov
We've seen a lot of changes as results have rolled in. Trump's lead in both the state and Bucks County over Biden has been dwindling as more mail-in ballots get counted. Let's take a look at how the county shifted over the last 24 hours.
bit.ly/3eyWngn
Just after midnight Nov. 4, the majority of the county's 304 precincts reported in. Trump had 56% of the votes to Biden's 46%, giving the incumbent President a significant lead in the earliest results.
More precincts began reporting in shortly before 2 a.m. yesterday morning. The newly reported precincts kept the gap between the two candidates the same as hours earlier.
Read 8 tweets

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