What's different about this site
Most TN 2026 commentary you'll find online tells you what happened: TVK won, DMK lost, here's the seat tally. This site digs into what the 234 ACs Γ ~18 candidates Γ 22 counting rounds of raw data show that headlines miss.
Six findings the news cycle didn't surface:
- AC 185 was decided by 1 vote. A 1-vote margin in a multi-million-vote election. 27 ACs total were decided by fewer than 2,000 votes β 11.5% of the state. β
- TVK underperformed by 10.6 pp on postal votes. The institutional/elderly electorate preferred DMK significantly. Quantifies the "youth wave" thesis. β
- AC 56 had 7 lead changes during counting. 18 ACs were genuine nail-biters with 4+ lead changes. β
- NTK contested all 234 ACs and won zero. TVK contested 233 and won 108. BJP contested 33 and won 1. Conversion rates vary 100Γ across parties. β
- Third-front voters (MNM/AMMK/DMDK) really did move to TVK. AC-level correlation of +0.21 β small but real, identifies one mechanism for TVK's coalition-building. β
- Stalin never led a single round in his own seat. Babu was ahead from round 1. Kolathur was a clean wire-to-wire loss. β
And the things we got wrong first
The first version of this site (commit 424c76c) had a confidently-asserted finding ("BJP gained 2Γ more in reserved seats") that was a methodology artefact, not a real signal. We retract it and explain how it happened. Full retraction log β
How to read this site
- Findings drill into specific patterns from the data β each cites the parquet file and the computation.
- Method & data shows the pipeline, sources, schema.
- All numbers reproduce from
pipelines/path_a_build.py + pipelines/deep_dive.py against the S3 parquets β they're listed at the bottom of each finding page.
What this site can't tell you
- Booth-level patterns within ACs (Path B not run; image PDFs need OCR)
- Caste at jati level (no open dataset)
- Individual-voter cohort breakdowns (no demographic data)
- Causation β only correlation across 234 data points
The honest gaps are documented at findings/limits.