Trump Claims Census Data Prove 2020 Fraud. The Math Doesn't Back Him Up.

President Trump posted on Truth Social Tuesday that a Census Bureau analysis "proves" more than 24,000 noncitizens voted illegally in the 2020 election, out of 128 million voter records checked so far. He said the number will "explode" once the bureau finishes reviewing another 32 million records. He capped the post with: "I WON THE ELECTION!"

He didn't. Trump lost the 2020 popular vote by 4.4 percentage points, according to talkingpointsmemo, and lost the Electoral College by 74 votes, according to the Epoch Times. Even by the numbers Trump is touting, that math doesn't change.

What the report actually says

The seven-page document, titled in part "A Beginning Analysis," is unauthored and was not produced through the Census Bureau's normal statistical process, according to a Census Bureau employee who spoke to NPR on condition of anonymity, citing fear of workplace retaliation. NPR reported the team behind the analysis included people affiliated with the America First Policy Institute, a think tank founded by veterans of Trump's first administration. AFPI did not respond to NPR's request for comment but posted on social media Tuesday defending the analysis as a step toward election "transparency."

Commerce Secretary Howard Lutnick, who oversees the Census Bureau, backed the report and suggested the remaining 32 million records could reveal "tens of thousands of additional illegal voters," according to the Epoch Times.

The state-by-state numbers don't move the needle

Breaking down the Epoch Times' reporting on the state-level figures shows why experts say the report can't support Trump's claim the election was stolen. In Michigan, Biden won by more than 1.5 million votes; the report found 600 noncitizen ballots. In Wisconsin, Biden's margin was over 20,000 votes against 500 alleged noncitizen ballots. Pennsylvania: a 75,000-vote Biden margin versus 1,000 flagged ballots. Georgia: an 11,000-vote margin versus 400 ballots. Arizona: a 10,000-vote margin versus 1,100 ballots. Nevada: a 30,000-vote margin versus 250 ballots.

In every single swing state, the alleged noncitizen vote count is smaller than Biden's margin of victory. The Epoch Times' own reporting states plainly that "based on the current numbers provided, Trump still would have fallen short of a win" in any of those six states even if every flagged ballot were thrown out.

Do the national math and the number looks even smaller. Some 24,000 votes out of 128 million is just under 0.02%, a fact both NPR and talkingpointsmemo highlighted. David Becker, executive director of the Center for Election Innovation & Research, told NPR the analysis is "laughable" because "Census data cannot reliably be matched to voter data." He added that "it's good to see the president admit these numbers are so small that they couldn't have changed the outcome in 2020."

Why experts question the methodology

Beth Jarosz, a senior fellow at Georgetown University's Massive Data Institute, told talkingpointsmemo the process "lacks transparency and accountability," noting the bureau's use of a private commercial voter file merged with federal administrative records is "unprecedented." Michael Morse, a University of Pennsylvania law professor who studies voter files, raised similar doubts in comments to NPR and wosu.

The report's own vote totals also raise a red flag. It counted 159.9 million ballots cast in 2020, while Pew Research puts the actual figure at roughly 158.4 million, a discrepancy talkingpointsmemo flagged directly from the report's text.

The broader pattern Trump is pointing to

This isn't Trump's only recent data point. Last month the Department of Homeland Security said it found 250,000 noncitizens on voter rolls across California, Nevada, New Jersey and Pennsylvania, but NPR reported DHS still hasn't disclosed its methodology, and election officials in those states voiced skepticism. In a separate primetime address, Trump cited a DHS figure of roughly 278,000 noncitizens on federal voter rolls nationwide, and argued the true number is higher because Democrat-led states withheld data, according to Breitbart.

There is a real, documented case behind some of this. New Jersey Gov. Mikie Sherrill, a Democrat, confirmed her administration removed 6,600 people from voter rolls after a "serious software error" in the state's Motor Vehicle System registered ineligible residents, according to the Washington Examiner and Fox News. Of those, fewer than 400 actually voted, spread across the state with no clear partisan pattern, Sherrill said. Government failure like this is legitimate, and it's fair for critics like Jason Snead of the Honest Elections Project to call it evidence there's "no uniform federal requirement" forcing states to audit and disclose voter roll errors consistently. It just doesn't add up to a stolen election, and neither does the Census report.

Trump is using the numbers to push the SAVE America Act, which would require photo ID and proof of citizenship to vote and mandate states share voter rolls with DHS. The bill passed the House but is stalled in the Senate, where Senate Majority Leader John Thune has said the votes aren't there to pass it, according to the Epoch Times. Sixty votes are needed to overcome a filibuster, and Democrats oppose the bill as a voter-suppression measure. Whether the Census Bureau will release its full analysis of the remaining 32 million voter records, and under what methodology, remains unanswered. Neither the bureau nor the Commerce Department has responded to multiple outlets' requests for the underlying data.