Data scientists: In PA more than 400K Trump votes removed during tabulation
A careful review of the tabulation process by data scientists of the tabulation of votes in Pennsylvania during the November 3rd election has found numerous examples, totaling more than 432,000 votes, where Trump’s total went down, even though the tabulation process should never decrease, only stay flat or increase as the votes are counted.
According to an analysis by the Data Integrity Group, obtained exclusively by The Epoch Times, votes for Trump—from both Election Day and mail-in ballots—were removed from the totals in at least 15 counties. Time-series election data shows Trump’s votes decrementing in various counties at numerous time points instead of increasing as would be expected under normal circumstances.
The group said that Election Day vote removals happened during the vote tabulation process in at least 15 counties, including Lehigh County, Chester County, Allegheny County, Armstrong County, Westmoreland County, Northhampton County, Delaware County, Montgomery County, Lackawanna County, Dauphin County, Pike County, Carbon County, Washington County, Erie County, and Luzerne County. Meanwhile, absentee vote removals happened in Allegheny County, Chester County, and Lehigh County.
At least 432,116 votes—213,707 election day votes and 218,409 absentee votes—were removed in total.
“There were vote movements across all candidates. However, we did not see the same type of negative decrements to any of the [other] candidates that we saw with President Trump’s tallies, and they happened repeatedly with no explanation,” Lynda McLaughlin, a member of the group, told The Epoch Times.
The video at the link shows this widespread activity very clearly.
The removal of a handful of votes here and there might make sense, as election officials review the ballots and reject some for various legitimate reasons. Such action however should only remove a small number, and the changes will normally occur for both candidates. For so many votes to be removed solely from one candidate, Trump, is beyond suspicious. Moreover, election officials have so far failed to provide any reasonable explain these subtractions.
The most damning aspect of these findings, along with similar findings in Georgia and Arizona, is the unwillingness and even outright stonewalling by election officials to investigate anything. If these vote removals are justified, one would think they would move quickly to allow others to examine the data closely, and provide detailed explanations for them all.
Instead, they stonewall, resist, and block any investigation.
And in Georgia, where the state legislature has mandated a forensic audit, shots have now been fired at the auditors.
The election was stolen. Whether you voted for Trump or Biden it matters not. It now appears that government officials can and will manipulate the vote totals to make sure their choice wins every time. Your vote no longer means anything.
The support of my readers through the years has given me the freedom and ability to analyze objectively the ongoing renaissance in space, as well as the cultural changes -- for good or ill -- that are happening across America. Four years ago, just before the 2020 election I wrote that Joe Biden's mental health was suspect. Only in this year has the propaganda mainstream media decided to recognize that basic fact.
Fourteen years ago I wrote that SLS and Orion were a bad ideas, a waste of money, would be years behind schedule, and better replaced by commercial private enterprise. Even today NASA and Congress refuse to recognize this reality.
In 2020 when the world panicked over COVID I wrote that the panic was unnecessary, that the virus was apparently simply a variation of the flu, that masks were not simply pointless but if worn incorrectly were a health threat, that the lockdowns were a disaster and did nothing to stop the spread of COVID. Only in the past year have some of our so-called experts in the health field have begun to recognize these facts.
Your help allows me to do this kind of intelligent analysis. I take no advertising or sponsors, so my reporting isn't influenced by donations by established space or drug companies. Instead, I rely entirely on donations and subscriptions from my readers, which gives me the freedom to write what I think, unencumbered by outside influences.
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A careful review of the tabulation process by data scientists of the tabulation of votes in Pennsylvania during the November 3rd election has found numerous examples, totaling more than 432,000 votes, where Trump’s total went down, even though the tabulation process should never decrease, only stay flat or increase as the votes are counted.
According to an analysis by the Data Integrity Group, obtained exclusively by The Epoch Times, votes for Trump—from both Election Day and mail-in ballots—were removed from the totals in at least 15 counties. Time-series election data shows Trump’s votes decrementing in various counties at numerous time points instead of increasing as would be expected under normal circumstances.
The group said that Election Day vote removals happened during the vote tabulation process in at least 15 counties, including Lehigh County, Chester County, Allegheny County, Armstrong County, Westmoreland County, Northhampton County, Delaware County, Montgomery County, Lackawanna County, Dauphin County, Pike County, Carbon County, Washington County, Erie County, and Luzerne County. Meanwhile, absentee vote removals happened in Allegheny County, Chester County, and Lehigh County.
At least 432,116 votes—213,707 election day votes and 218,409 absentee votes—were removed in total.
“There were vote movements across all candidates. However, we did not see the same type of negative decrements to any of the [other] candidates that we saw with President Trump’s tallies, and they happened repeatedly with no explanation,” Lynda McLaughlin, a member of the group, told The Epoch Times.
The video at the link shows this widespread activity very clearly.
The removal of a handful of votes here and there might make sense, as election officials review the ballots and reject some for various legitimate reasons. Such action however should only remove a small number, and the changes will normally occur for both candidates. For so many votes to be removed solely from one candidate, Trump, is beyond suspicious. Moreover, election officials have so far failed to provide any reasonable explain these subtractions.
The most damning aspect of these findings, along with similar findings in Georgia and Arizona, is the unwillingness and even outright stonewalling by election officials to investigate anything. If these vote removals are justified, one would think they would move quickly to allow others to examine the data closely, and provide detailed explanations for them all.
Instead, they stonewall, resist, and block any investigation.
And in Georgia, where the state legislature has mandated a forensic audit, shots have now been fired at the auditors.
The election was stolen. Whether you voted for Trump or Biden it matters not. It now appears that government officials can and will manipulate the vote totals to make sure their choice wins every time. Your vote no longer means anything.
The support of my readers through the years has given me the freedom and ability to analyze objectively the ongoing renaissance in space, as well as the cultural changes -- for good or ill -- that are happening across America. Four years ago, just before the 2020 election I wrote that Joe Biden's mental health was suspect. Only in this year has the propaganda mainstream media decided to recognize that basic fact.
Fourteen years ago I wrote that SLS and Orion were a bad ideas, a waste of money, would be years behind schedule, and better replaced by commercial private enterprise. Even today NASA and Congress refuse to recognize this reality.
In 2020 when the world panicked over COVID I wrote that the panic was unnecessary, that the virus was apparently simply a variation of the flu, that masks were not simply pointless but if worn incorrectly were a health threat, that the lockdowns were a disaster and did nothing to stop the spread of COVID. Only in the past year have some of our so-called experts in the health field have begun to recognize these facts.
Your help allows me to do this kind of intelligent analysis. I take no advertising or sponsors, so my reporting isn't influenced by donations by established space or drug companies. Instead, I rely entirely on donations and subscriptions from my readers, which gives me the freedom to write what I think, unencumbered by outside influences.
Please consider supporting my work here at Behind the Black.
You can support me either by giving a one-time contribution or a regular subscription. There are five ways of doing so:
1. Zelle: This is the only internet method that charges no fees. All you have to do is use the Zelle link at your internet bank and give my name and email address (zimmerman at nasw dot org). What you donate is what I get.
2. Patreon: Go to my website there and pick one of five monthly subscription amounts, or by making a one-time donation.
3. A Paypal Donation:
5. Donate by check, payable to Robert Zimmerman and mailed to
Behind The Black
c/o Robert Zimmerman
P.O.Box 1262
Cortaro, AZ 85652
You can also support me by buying one of my books, as noted in the boxes interspersed throughout the webpage or shown in the menu above. And if you buy the books through the ebookit links, I get a larger cut and I get it sooner.
An interesting data analysis:
https://youtu.be/WTm2z6P_PM8
No need for Dominion machines in some of the 3000 districts in the country.
(Lets Jeff F this: “But its not evidence of fraud.”)
Here is a little more “NONE” evidence for Jeff F:
https://www.thegatewaypundit.com/2021/01/breaking-printer-michigan-printed-tens-thousands-excess-pennsylvania-ballots-shipped-new-york-fraudulently-filled-delivered-pennsylvania/
Apparently they, Patrick Byrne and co., have got the receipts for these fraudulently produced and filled out in boiler rooms and trucked across state lines (FBI).
And if the majority of the Congress chooses to not see any of this then they all must be removed from office.
“… shots have now been fired at the auditors.”
I clicked the link to see if those “shots” were literal or figurative … they were literal. Where they came from must remain in question.
Staying cool during a time of lawlessness — our present situation because of two seemingly unrelated events, long-culminated election fraud and C19 — staying cool, wary, and focused is crucial. In the old days, vigilante committees made up of men with cojones brought bad men to justice successfully to restore law and order here 160 years ago. “Playing with fire” is where this is headed, and as another commenter here noted, George Washington likened government to fire, a FORCE that is a dangerous servant and a fearful master. We carefully limit fire to survive in human applications. Letting fire get out of control kills people.
For so many votes to be removed solely from one candidate, Trump, is beyond suspicious.
There’s nothing there about the trends in collating Biden votes, whether or not there were similar drops in his vote count throughout the process.
At the 4:00 mark the Lehigh County numbers provide a clue as to what was going on, Trump votes climbed to 66,000, dropped to zero, evidently because someone was unhappy about the count to that point, then rapidly climbed back to about the same 66,000 figure.
If that’s happening, vote numbers were entered into the system, someone has concerns, so the count from those votes is wiped and the count done again, what is happening is diligent rechecking of a count is being portrayed as deleting votes.
A little while later, at 4:40, they talk about the very high number of votes in some precincts in Philly for Biden and low numbers for Trump, about 102,400 votes between the two candidates across 278 precincts. That works out as an average of 278 votes in each precinct. These are tiny voting stations in poor neighborhoods, Who can be surprised that Trump has almost no support in those places?
Sorry “That works out as an average of 278 votes in each precinct” should be “370 votes in each precinct”.
Andrew_W said:
“There’s nothing there about the trends in collating Biden votes, whether or not there were similar drops in his vote count throughout the process.”
From the article:
“There were vote movements across all candidates. However, we did not see the same type of negative decrements to any of the [other] candidates that we saw with President Trump’s tallies, and they happened repeatedly with no explanation,” Lynda McLaughlin, a member of the group, told The Epoch Times.”
During their previous appearance in a Georgia hearing also allegating vote removal as well as vote switching the group stated that the data and methods supporting their conclusions were posted on their website. However, I have not been able to actually find that site for myself.
“There were vote movements across all candidates. However, we did not see the same type of negative decrements to any of the [other] candidates that we saw with President Trump’s tallies, and they happened repeatedly with no explanation,”
Thanks, I did miss that, but “type”?? Sounds like an admission that there were in fact negative decrements to other candidates.
Re “type”:
Yes indeed.
The hard data and analysis for ALL candidates should be posted alongside each other. With all the hand waving and obfuscation it’s impossible to tell what’s even normal and expected.