Where every number comes from
Each chart, its data, what we did to it and where it can mislead. Every dataset is stored with a content hash, its receipt, so any figure can be recomputed from the same rows.
| Chart | Data | Method | Limits |
|---|---|---|---|
| Tipping scale and ballot | Group margins for 2020 and 2024 (presidential) and 2026 (House) as published in a widely shared reference chart; group shares of 2026 voters from the NBC News/SSRS exit poll. | Margins read from pixel positions (about ±1 point). A group's push on the national margin = its share × its swing. The balance point is the share-weighted average margin; the tilt is the turning force around Even, capped at 6°. | Exit polls are estimates; subgroup error runs to several points. Shares are held at their 2026 values, so the balance ignores changes in who turned out. |
| The bill (receipt) | NBC News/SSRS exit poll, top-issue question and issue items; 122.7m ballots (state tallies compiled by Al Jazeera). | Net votes per issue = share naming it × (D% − R%) × ballots. Because the top-issue shares cover every voter, the lines add up to the national margin. | Says how issue voters split, not what caused their vote. "Also on the tab" items overlap and are not added. |
| The kerb | NBC News/SSRS exit poll crosstabs. | Margin = D% − R% per group; the band marks ±6 points. | Groups overlap; small groups (4–5% of voters) carry wide error. |
| Covers | GDELT DOC 2.0, US English-language sources, 5 Aug–4 Nov 2026, collected by Brantopic. | Daily matching articles ÷ all articles GDELT read that day. Brantopic's quasi-Poisson gate flags days above a 0.1% false-alarm bound, with a 28-day minimum baseline. Cover lines are headlines from each issue's busiest day. | Keyword queries miss some stories and catch some off-topic ones. GDELT covers what it crawls, not all news. |
| Blue wave city | The Downballot's 2024 presidential results on the 2026 district lines; CBS News's list of flipped seats (5 Nov). | Uniform swing: a seat is under water when the national shift exceeds Trump's 2024 margin there. Tower layout (shore to inland by margin) is for legibility only. | Dozens of races were uncalled on 5 Nov. Incumbency and candidates make real seats depart from uniform swing. |
| Texas relief | Decision Desk HQ county results (2026 Senate, 2024 President, 2022 turnout); us-atlas county shapes. | Swing = 2026 Senate margin − 2024 presidential margin. Height ∝ swing; colour = 2026 margin or ballots against 2022. | Senate against President, so part of the swing is the candidates. 41 counties were still counting on 5–6 Nov. |
| Convention hall | NBC News/SSRS exit poll: recalled 2024 vote × 2026 House vote. | 990 seats, each 0.1% of voters. Turnout effect = margin with the actual 2026 mix of Harris and Trump voters minus the margin with the 2024 mix, holding loyalty rates fixed. | People misremember their past vote, usually toward the winner. To be checked against voter files (Catalist, L2) in 2027. |
| Topline | Network projections (NBC, CBS, CNN, Yahoo/Newsweek), Al Jazeera turnout, AdImpact spending. | Taken as reported on 4–6 Nov. | Preliminary until states certify in December. |
Sources
Sources
Sources
- NBC News, national exit polls 2026 (SSRS)
- CBS News, House districts that flipped
- CBS News, how Democrats won (exit polls)
- CBS News, Senate results
- Al Jazeera, turnout and flips
- Yahoo News, the numbers behind the rout
- CNN, a historic House majority
- NPR, six takeaways
- PBS/AP Voter Poll, key groups
- Texas Tribune, border counties
- Daily Yonder, rural Texas
- Axios San Antonio, Latino-majority counties
- TheWrap / AdImpact, record ad spending
- AdImpact party split (via Fox5 Vegas)
- PollCheck, generic-ballot average
- Ballotpedia, California redistricting
- GDELT DOC 2.0 API, collected through Brantopic
- Decision Desk HQ, Texas Senate county results
- The Downballot, 2024 presidential results on 2026 district lines
- us-atlas county shapes
- Swing-chart survey: Datawrapper on arrow maps, Data Viz Project on dumbbells, Visualising Data on the swingometer, Cook demographic swingometer, FiveThirtyEight Swing-O-Matic
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