A final swing state poll from AtlasIntel shows former President Donald Trump with a narrow lead over Vice President Kamala Harris in several key battlegrounds just before Election Day. The poll, conducted on Nov. 3-4 among likely voters, indicates Trump holds a slim advantage in Nevada, Michigan, Pennsylvania, Wisconsin, North Carolina, Georgia, and Arizona—all critical states that could determine the election’s outcome.
According to AtlasIntel’s data, Trump leads Harris by 3 percentage points in Nevada (50% to 47%), 2 points in Michigan (50% to 48%), 1 point in Pennsylvania (50% to 49%) and Wisconsin (50% to 49%), and by 2 points in North Carolina and Georgia (50% to 48% in each). Notably, Trump’s largest margin comes from Arizona, where he stands at 52% to Harris’s 47%, reflecting a 5-point lead.
This final snapshot of the race underscores the razor-thin margins that have defined the 2024 campaign. Trump’s lead across these states, though slight, suggests a surge in support among undecided voters and independents, many of whom had previously shown mixed support for both candidates. With margins as narrow as one point in pivotal states like Pennsylvania and Wisconsin, the election could hinge on turnout and last-minute shifts in voter sentiment.
The poll results have already ignited conversations among political analysts and campaign strategists. Some argue the polling indicates momentum for Trump in areas critical to an electoral college victory, while others urge caution, noting that small margins fall well within typical polling error. “Trump’s slight lead in these battleground states indicates a competitive race,” said Charles Monroe, a political science professor. “But with margins this close, it could go either way depending on turnout.”
Campaign teams for both candidates are making last-ditch efforts to rally voters. The Harris campaign has intensified its ground efforts in Pennsylvania and Wisconsin, focusing on mobilizing younger and suburban voters. Meanwhile, the Trump campaign has concentrated on rural areas and independents, aiming to boost turnout in areas that traditionally lean conservative but could be crucial in a tight race.
Notably, these latest numbers have sparked debate about the reliability of polling in an era where political divides are sharper than ever. Many remember the unexpected outcomes of previous elections where final polling failed to capture late shifts in voter opinion. “Polling isn’t always predictive,” said Kim Roberts, an analyst with AtlasIntel. “What we’re seeing here are close margins that could still fluctuate, especially with Election Day turnout.”
Trump supporters see the polling numbers as a sign of growing support for his campaign message, particularly around issues like the economy and border security, which have resonated in swing states. On the other hand, Harris’s supporters are quick to point out that close polling doesn’t always translate into victories, citing strong early voting numbers and a focus on mobilizing urban centers.
With Election Day just hours away, the results in these swing states will be under the microscope, potentially leading to lengthy counting and legal battles if margins remain this tight. Political observers are poised for what could be another highly contested election night, with both campaigns preparing for potential recounts and post-election disputes.


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