தமிழ்நாடு 2026 / How the desk works

Methodology

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Short version

No private API. Public official pages, normalized into one result model.

The desk reads official public election result pages, parses the visible tables, and turns them into a structured snapshot used by the interface. The source status is shown because a result page is only useful when readers know where it came from and whether it is final.

Source priority

  1. Form 20. Final certified constituency record from the Tamil Nadu Election Department when available.
  2. ECI result pages. Party-wise and constituency-wise public result pages during and after counting.
  3. Cross-checks. Independent dashboards may be used to catch gaps, but they do not override ECI or Form 20.

What gets stored

The internal model is intentionally small:

  • Source snapshot: URL, fetch time, source type, read status, and row count.
  • Party summary: won, leading, total seats, and vote share when available.
  • Constituency result: seat, candidate, party, status, margin, round, and source link when available.
  • Certification state: whether Form 20 is available for a constituency.

Status language

  • Live trend: counting-page result that can still move.
  • Declared: ECI shows the seat as won or the state total as complete.
  • Provisional: declared by ECI, but not yet replaced by Form 20.
  • Certified: Form 20 is available and promoted above live or declared rows.
  • Snapshot: complete seat picture pinned from public result pages.

ECI and Form 20

ECI says the result page displays information as entered by Returning Officers from their counting centres. ECI also says final data for each AC/PC is shared in Form 20. That is why this desk treats ECI result pages as the result picture, but treats Form 20 as the final detailed record.

What is not inferred

  • This is now a result archive. It does not track daily government-formation or political news updates.
  • Seat arithmetic remains a result view, not a claim about ministry formation or political support.
  • Party symbols are not guessed. If a verified symbol asset is not available, the page uses party code text.
  • Candidate photos are not taken from random sources.

Known limits

  • Official pages can be slow or unavailable during high traffic.
  • Some constituency pages may not expose candidate, margin, and round detail at the same time.
  • Historical comparisons are basic until certified records are connected.
  • The map is for regional spread. The Assembly arc is the exact seat-count view.

Reuse

The method can be adapted to another state if the official result-page structure is similar. A quick clone is easy. A trustworthy state desk still needs state-specific party mapping, regional groupings, copy review, visual QA, and source checks.

Last updated 5 May 2026