Charles Gaba ✡️ Profile picture
Jun 14, 2021 86 tweets 24 min read Read on X
Decided to check in on a few states at the county level again. Here's California. Good grief.
cc: @ForecasterEnten Image
Here's what it looks like w/the counties sized by population. Image
Colorado as of today. Image
Colorado counties sized by population. Image
Illinois as of today... Image
...with Cook County kind of outweighing a LOT of the state, of course... Image
Michigan (with the counties by size overlaid on top): Image
TEXAS. I don't know what Presidio County is doing right, but they're kicking ass. King County? Not so much. Image
Washington State. Image
Here's California again, this time with the relative county sizes superimposed over the labels. I've reduced the scale to make the individual counties more visible, however: Image
Colorado again, with relative county sizes superimposed over the county markers/labels. Image
A reminder that if you find my work useful (and can afford to do so), you can support it here: acasignups.net/support
Illinois again, this time with relative county sizes superimposed over the markers/labels. Again, I changed the scale so the individual counties are easier to make out (still too much overlapping but not much I can do about that...) Image
Minnesota. Image
FLORIDA. Sumter County is apparently home to "The Villages," the massive retirement community which was infamous for having a bunch of jam-packed Trump rallies last year featuring clashing convoys of golf carts.
villages-news.com/2020/11/08/tru… Image
North Carolina. This one has the weakest correlation of the states I've posted so far, but it's still there: Image
Vermont. Not much correlation here, but then again nearly every county is pretty blue to begin with. Image
📣 NATIONAL (now featuring relative state populations overlaid). R^2 is up to 0.692. Image
--VERMONT has vaxxed 2/3 of their *entire* population (not just adults)
--Data glitch in NJ?
--WISCONSIN breaks 50% vaxxed
--SOUTH CAROLINA & OKLAHOMA should break 40% tomorrow
--We need 14.5 million more doses administered for 50% of the *entire* U.S. population to be vaxxed Image
Tennessee. Image
Oregon. Image
Interestingly, Alabama doesn't have much of a slope at all. Image
Same with Mississippi, the *other* state competing for dead last in vaccination rates: Image
Wyoming. R^2 = 0.8098. Image
As I noted a couple weeks ago, Teton County reminds me of the "Thor's Twins" scene from "The Hunt for Red October."
NEW YORK. Anyone know what's up with tiny Hamilton County (pop. 4,416)? Image
GEORGIA. Like MS & AL, the slope isn't very steep but it's there. I'm assuming there's a significant racial/access factor keeping the larger blue counties down in these GOP-run states, but could be wrong... Image
Montana. That's a pretty clean line. Image
Arizona. Image
Massachusetts. Not much variance, but then again, the entire state is blue, so... Image
Louisiana. Anyone know what the story is with West Feliciana Parish? Image
Utah. Image
Nevada. Image
NEW JERSEY: AT LAST! I FINALLY FOUND A STATE WITH *NO* PARTISAN SLOPE AT THE COUNTY LEVEL WHATSOEVER! Image
Interestingly, the first state where there appears to be NO partisan vaccination lean at the county level just happens to be the state which has been devastated the worst in COVID deaths per capita.

Imagine that...
Alaska is pretty much all over the place. Image
Arkansas. Very similar slope to other southern states like Mississippi & Alabama. Image
New Mexico. Image
Idaho. Image
Connecticut. The state only has 8 counties and *all* of them voted for Biden, so this doesn't really mean much, but even here there's a slight slope. Image
Delaware, Hawaii AND Rhode Island: There's only 13 counties between all 3 states, and one of those is Kalawao, Hawaii, which only has 86 residents (none of whom appear to have been vaccinated yet), so it seems kind of pointless to look for any "trend lines" at the county level. Image
📣 Since this thread has gone fairly viral, I wanted to remind everyone that the vaccination levels shown are based on the TOTAL population of each county/state, not just adults. If you only include adults, every county would rank somewhat higher regardless of partisan lean.
📣 Also, MOST states use the % of total population *fully* vaccinated only (2 shots of Pfizer/Moderna or 1 shot of J&J). There's a few states where I'm using *total doses administered* (divided into 2x the population, w/J&J counting twice) depending on what data is available.
The states using total doses administered will show slightly higher rates across the board than if I'd used fully-vaxxed only, but those are still consistent across every county regardless of partisan lean (ie, the blue counties might be ~5% higher but so would the red counties).
I still have 18 states left to add, which I'll get to later on today if possible, including: IN, IA, KS, KY, ME, MD, MO, NE, NH, ND, OH, OK, PA, SC, SD, VA, WV, WI

Stay tuned, and remember you can support my work here: acasignups.net/support
INDIANA (as of today, 6/15): Image
📣 NATIONAL: R^2 drops slightly to 0.6879: Image
📣 DAILY VAXX UPDATE:
--Vermont *officially* breaks the 2/3 mark (*total* population)
--Wisconsin solidly over 50%
--Illinois should hit 50% tomorrow
--Oklahoma & South Carolina break 40%
--American Samoa breaks 40%
--Mississippi breaks...32% Image
IOWA: Image
NOTE: THIS IS *EXACTLY* WHY I BASE ALL OF MY VACCINATION TRACKING ON THE *TOTAL* POPULATION, NOT JUST ADULTS.
Nationally, we need ~14 million more *adults* to get their 1st shot to hit President Biden's 70% of adults target.

However, in order to hit 70% of the *total population* vaccinated, we need 58 million more Americans of whatever age to #GetVaxxed.
KANSAS. Not much of a story to tell here... Image
KENTUCKY, on the other hand... Image
MAINE. Wow. I know the state only has 16 counties, but still...R^2 of 0.8011... Image
MARYLAND. Image
MICHIGAN (again). Yeah, I know I already posted it yesterday but it's my home state so I'm keeping a *daily* watch on it).

My home of Oakland County is up to 54.5% of the *entire* population vaccinated... Image
MISSOURI. Image
NEBRASKA. Yes, McPherson County, population 494, is sitting at just 9% vaxxed. Image
NEW HAMPSHIRE. Again, only 10 counties to begin with and not a wide partisan range, but the slope is still there. Image
NORTH DAKOTA. What's going on with Sioux County? Image
OHIO. Image
📣 OK, packing it up for the night. Seven more states to go in the morning: Oklahoma, Pennsylvania, South Carolina, South Dakota, Virginia, West Virginia and Wisconsin.

Then I'll run a graph with EVERY COUNTY FROM EVERY STATE (there's over 3,100 of them). Should be...messy.
OK, strike that--one more graph before I shut down. @TulliusCicero43 pointed out that my NEW MEXICO graph is missing McKinley County, because it cuts off at 75%...but McKinley has vaxxed *81%* of their total population!

Here's the corrected version (also updated for Tuesday): Image
McKinley County, NM isn't a ghost town either--it has over 71,000 residents, which is small but not *that* small.

I believe McKinley County, NM has taken the crown for most-vaxxed county in the U.S. from Aleutians East Borough, AK.
If you don't believe me, here's the raw data from the @CDCgov website: 81.1% of the entire population, 99.3% of those 12 and older. Image
OOOOOOKLAHOMA...where not a single county has vaccinated more than 43% of their total population... Image
PENNSYLVANIA. Philly really needs to get their sh*t together. Image
SOUTH CAROLINA. Image
SOUTH DAKOTA. Someone told me that counties w/large Native American populations are being undercounted since a lot of doses are being administered by the IHS/etc, but those are *supposed* to be included, and I just noted that McKinley County, NM is through the roof. Huh. Image
WISCONSIN. Image
WEST VIRGINIA. Remember a few months ago when they were leading the way in vaccinating seniors? It looks like they kind of...stopped after that. Image
GEORGIA (reposted due to a data error the first time I posted it). Also updated by a couple of days. Image
📣 FINAL STATE: VIRGINIA...which is kind of all over the place, though some of that may be due to half of the "counties" being individual *cities* which are considered "county equivalents": Image
⚠️ ONE FINAL CORRECTION: VERMONT. The official @CDCgov website cautions that their Vermont data only includes 74% of county of residence; I've re-run the graph via @CovidActNow data which seems more comprehensive for VT: Image
PUERTO RICO: Since PR doesn't vote for U.S. President and I don't know enough about the internal political leanings to speculate, I'm just listing their municipalities from lowest to highest. PR natives/experts may draw some insight from this... Image
📣🎉🔥 FINAL GRAPH: ALL 3,143 U.S. counties from all 50 states +DC, as of 6/14 - 6/15!
R^2: 0.3888
cc: @DrEricDing @PeterHotez @DataDrivenMD @digiphile @smotus Image
📣 6/16/21 STATE-LEVEL VAXX UPDATE:
R^2: 0.6922 Image
--Illinois on the verge of breaking 50%
(of TOTAL population)
--Arizona breaks 45%
--Alabama reaches 1/3 of their total population Image
📣 STATE-LEVEL VAXX UPDATE:
R^2 = 0.6968 Image
--New Mexico breaks 55% of *total* population
--Guam close to 55%
--Illinois breaks 50%
--Michigan bypasses Nebraska
--Alaska on verge of breaking 45%
--Alabama breaks 1/3 of total population Image
📣 DAILY STATE-LEVEL VAXX UPDATE: Image
--Florida should break 50% within a few days
--Alaska breaks 45% Image
📣 DAILY STATE-LEVEL VAXX UPDATE:
R^2 breaks 0.7 for the first time, I think. Image
--New Jersey about to break 55% of their *entire* population
--Florida should break 50% tomorrow or Monday
--Alaska & Nevada break 45%
--Kentucky should break 45% tomorrow
--West Virginia nears 40% Image
📣 DAILY VAXX UPDATE: Image
--NJ breaks 55% of *entire* population vaxxed
--FL on verge of 50%
--NV & KY break 45% Image

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More from @charles_gaba

Nov 10
Here's an updated version of my "Dem Stop the Steal!" conspiracy theory thread which hopefully is less scattershot.

There's 3 main claims:

1. "How could there be 20M fewer voters than in 2020 w/"record-breaking turnout?"

2. "How could 15M fewer voter for Harris vs. Biden?"
3. "How could so many swing state voters vote for the Dem for Senate but not for Harris for POTUS?"

There's a few others, but these are the biggest ones, so let's tackle them first:
1. There weren't 20M fewer voters.

I've been compiling the data as it's being updated by CNN's tracking center via a Google spreadsheet. As of this writing, total POTUS turnout is ~147.6M, or ~10.8M lower than 2020's 158.4M.

cnn.com/election/2024/…

docs.google.com/spreadsheets/d…
Read 46 tweets
Nov 8
Yesterday I posted a thread digging into the actual data behind the "20M missing votes!" and "15M fewer than Biden!" conspiracy theories being tossed around the past few days.

I've updated my spreadsheet using the latest data from CNN:
cnn.com/election/2024/…Image
Short Version:

Via CNN, as of this writing, total 2024 POTUS votes are only down 13.9 million vs. 2020...with a likely 11.5 - 12.0 million ballots still to be counted across 30 states.

Total 2024 turnout will likely be ~156M or so...just a couple million fewer than 2020.
Again, using CNN's data & estimates, once every legitimate ballot has been counted, Trump will likely have around ~78 million votes to Harris' 75-76 million.

That'd mean he added ~4 million vs 2020 while she lost ~5-6 million.

Both of these would still suck, of course.
Read 14 tweets
Nov 3
As the guy who obsessed over precisely this data for nearly 3 years, let me address this:

My best estimate is that around 150,000 more Trump 2020 voters than Biden 2020 voters died between Nov. 2020 & Nov. 2022.

That's a lot of people. HOWEVER... 1/

acasignups.net/22/09/17/eleph…
...the vast majority of this discrepancy happened in districts/counties which were heavily red to begin with, which is why the MAGA COVID Death Cult factor only ended up making a decisive difference in exactly one statewide race: Arizona Attorney General:
acasignups.net/22/12/29/updat…
At the House district level it didn't make a decisive difference in any races at all. To understand why, let's look at two extreme examples...

acasignups.net/22/12/13/updat…
Read 10 tweets
Oct 31
People have started asking why I'm still pushing fundraising for Dems just 5 days before Election Day. All the ad time has been purchased & the lit pieces printed & mailed out already, right?

There's several reasons: 1/
1. For state legislative races in particular, a last-minute cash infusion of even $50 can mean an extra few pizzas for tired & hungry canvassers or an extra burner phone for phone banking.

Blue24.org/state-leg
2. After the polls close, there's going to no doubt be some races which require recounts...which may or may not have to be paid for by the campaign requesting it, depending on the state and the margin. That's gonna cost money.

Blue24.org/endgame
Read 4 tweets
Oct 31
🧵THE DEAD POOL: Since @MikeJohnson and @JDVance are promising to Concentrate folks w/pre-existing conditions into separate Camps, let's talk about that. 1/
acasignups.net/24/10/04/dead-…
Let's go back to the pre-ACA healthcare landscape. This is what it looked like in 2012...*before* the ACA's major provisions went into effect.

Half the US had employer coverage. Another third had Medicare or Medicaid. ~11M had "individual" insurance; ~48M had nothing at all. 2/ Image
The ACA had 2 main goals:

1. Reduce the number of uninsured Americans as much as possible by making coverage more affordable & accessible;

2. Provide protections from insurance industry abuses, *especially* for the individual market where the abuses were the most blatant. 3/
Read 40 tweets
Oct 6
(sigh) OK, here we go again: Trump's Butler, PA rally crowd size.

Here's the best aerial view shot I've seen of the crowd at its peak. (the arrow shows the stage). 1/ Image
A standard dry U.S. trailer van is around 53' long. 2/
schneiderjobs.com/blog/semi-truc…
As it happens, the aerial shot shows several presumably standard trailer vans lined up neatly in a row just outside the perimeter in the lower right.

By copying & pasting one of them, it looks like the venue runs around 7 trailer vans x 4 trailer vans. 3/ Image
Read 9 tweets

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