Bharatiya Janata Party

Data sources

• Election Commission of India (ECI)

  Vidhan Sabha 2012/2017/2022 and Lok Sabha segment results

• CEO Punjab

  Elector summary rolls (SSR), booth counts, reservation status

• Punjab Vidhan Sabha

  Sitting MLA directory and official portraits where published

• MyNeta / ADR

  Public affidavit fields — education, assets, criminal cases (VS 2022)

• Field intelligence (RajneetiOS)

  Pilot booth workflows — aggregated only; no voter PII on public site

Methodology

1. Official results are ingested from ECI/CEO sources and cross-checked before export.
2. Margins use vote totals from the same election row — Lok Sabha segment margins use valid votes in the AC segment.
3. Issue themes are region-tagged (urban vs Malwa/Majha/Doaba) and flagged for local validation.
4. PWI and AI outputs are advisory models — not outcome guarantees.