Run the official-party update ingestion pipeline and merge new records into stored party updates.
West Bengal Phase 1
Track real announced candidates and latest election coverage for Phase 1 seats.
The district, constituency, and candidate JSON now contains real Phase 1 records only. Anything not verified from a reliable public source is left unavailable instead of being guessed.
Districts
6
Constituencies
38
Candidates
100
Data Refresh
Run the allowed refresh jobs from the UI to update stored party updates and candidate news without using the terminal.
Backfill deeper candidate-linked news into stored news.json for stronger seat and candidate intelligence.
Refresh Party Updates
State: Succeeded | Started: 2026-03-28T11:33:02.103489+00:00
Latest output: {"party_filter": null, "fetched_items": 0, "total_items": 51, "parties_processed": 9}
Backfill Candidate News
State: Idle
District Map
Phase 1 districts in North Bengal. Click a marker to open the district page.
Live Intelligence Snapshot
Heavy statewide analysis now loads after the page shell opens, so the homepage stays responsive without weakening the underlying data logic.
Snapshot unavailable right now.
The page shell loaded correctly, but the heavier statewide intelligence feed did not return yet. You can refresh in a moment or open the dedicated pages directly.
Seat Battle Dashboard
Quick constituency-level view of close contests, current leaders, and risk pressure.
Loading seat battles...
Preparing current competition signals.
Cadre / Rebel Trouble Detector
Early warning view for faction strain, denied-ticket anger, and organisation repair moves that could distort a seat beyond headline momentum.
Loading detector...
Scanning tracked seats for internal strain.
Closest Contests
Lowest score margins among currently analyzed seats.
Loading closest contests...
Calculating seat margins.
Highest-Risk Candidates
Based on current news controversy and criminal-record signals.
Loading risk view...
Calculating candidate pressure signals.
Strongest Issue-Fit Candidates
Candidates with the best overlap against current constituency issue signals.
Loading issue-fit view...
Checking issue alignment across tracked seats.
Party Seat Strength
Strongest and weakest leader party positions across the currently analyzed seat set.
Loading party seat strength...
Comparing strong and weak party positions.
Latest Election News
Fetched live at request time when reachable.
Loading latest news...
Checking the current news feed.
District Directory
Real Phase 1 districts currently loaded into local JSON.
Announced Candidates
Verified from publicly reported party announcements as of 2026-03-20.
AITC
2026-03-17
Paresh Chandra Adhikary
Mekliganj, Cooch Behar
TMC list
AITC
2026-03-17
Avijit Dey Bhowmik
Cooch Behar Dakshin, Cooch Behar
TMC list
CPI(M)
2026-03-19
Rajinder Gupta
Kashipur-Belgachhia, Kolkata
Wikipedia candidate table
AIFB
2026-03-16
Nazmul Alam Sarkar
Cooch Behar Dakshin, Cooch Behar
Left Front list
AITC
2026-03-17
Harihar Das
Sitalkuchi, Cooch Behar
TMC list
BJP
2026-03-16
Savitri Barman
Sitalkuchi, Cooch Behar
BJP list
CPI(M)
2026-03-16
Nabadipti Adhikari
Sitalkuchi, Cooch Behar
Left Front list
AITC
2026-03-17
Sangita Roy
Sitai, Cooch Behar
TMC list