Last updated Nov 29, 2025
politics
E predicts conditionally that if Joe Biden nets approximately 500,000 votes out of the remaining Philadelphia-area count in Pennsylvania, that margin will be sufficient for Biden to win the state of Pennsylvania in the 2020 election.
Well then 500,000 would carry the state for Joe Biden.View on YouTube
Explanation

Using final certified 2020 results for Pennsylvania:

  • Statewide: Joe Biden 3,461,221 votes vs. Donald Trump 3,379,055, a Biden margin of 82,166 votes. (en.wikipedia.org)
  • Philadelphia County: Biden 604,175 vs. Trump 132,870, a Biden margin of 471,305 votes (about “half a million”). (en.wikipedia.org)

If we separate Philadelphia from the rest of the state:

  • Rest of Pennsylvania (all other counties combined) gives Trump a margin of 389,139 votes over Biden (3,246,185 – 2,857,046), inferred from the same county-level totals. (en.wikipedia.org)

Now, consider Chamath’s conditional: if Biden nets ~500,000 votes out of the Philadelphia-area count, that margin will be sufficient to carry Pennsylvania. Under the actual rest-of-state margin (Trump +389,139), a 500,000-vote Biden margin in Philadelphia alone would yield a statewide Biden lead of about 110,861 votes (500,000 − 389,139), so it would indeed be sufficient to win the state.

In reality, Biden’s Philadelphia margin ended up slightly below that (≈471k) yet was still large enough, together with his performance elsewhere, to produce the actual statewide win of ~82k votes. (ballotwire.com)

So, both the logic of the threshold (500k in Philadelphia being enough given how the rest of the state voted) and the outcome (Biden winning Pennsylvania with a Philadelphia margin in the same ballpark as Chamath’s “about 500k”) support scoring this prediction as right.