Assembly Constituency Intelligence Report

₹4,999

✓ Election history
✓ Turnout trends
✓ Candidate landscape
✓ Major issues
✓ Campaign opportunities
✓ Booth priority framework
✓ Strategic recommendations

District Political Intelligence Report

₹24,999

✓ All constituencies in district
✓ Party-wise trends
✓ Candidate movement
✓ Issue clusters
✓ Campaign opportunity map

Punjab Political Climate Report

₹99,999

✓ Statewide political trends
✓ Region-wise analysis
✓ Party strength indicators
✓ Issue and sentiment tracking
✓ Strategic outlook

Download constituency intelligence report

ਹਲਕਾ ਖੁਫ਼ੀਆ ਰਿਪੋਰਟ ਡਾਊਨਲੋਡ ਕਰੋ

Download the premium constituency intelligence report with election history, issue analysis, campaign opportunities, and strategic recommendations for 2027.

How we build Punjab intelligence

ਡਾਟਾ ਸਰੋਤ ਅਤੇ ਤਰੀਕਾ

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

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

Sample report & dashboard

Preview the constituency report structure and explore the Punjab intelligence dashboard — election history, issue clusters, and booth priority framework (pilot ACs 106 & 114).

Report preview
Election · Issues · Booths

Dashboard screenshot
117 AC · Leaders · Vidhan Sabha

Political intelligence reports