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.

Refresh Party Updates Succeeded

Run the official-party update ingestion pipeline and merge new records into stored party updates.

Backfill Candidate News Idle

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}

0

Backfill Candidate News

State: Idle

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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.

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Seat Battle Dashboard

Quick constituency-level view of close contests, current leaders, and risk pressure.

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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.

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Scanning tracked seats for internal strain.

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Closest Contests

Lowest score margins among currently analyzed seats.

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Calculating seat margins.

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Highest-Risk Candidates

Based on current news controversy and criminal-record signals.

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Calculating candidate pressure signals.

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Strongest Issue-Fit Candidates

Candidates with the best overlap against current constituency issue signals.

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Checking issue alignment across tracked seats.

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Party Seat Strength

Strongest and weakest leader party positions across the currently analyzed seat set.

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Comparing strong and weak party positions.

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Latest Election News

Fetched live at request time when reachable.

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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.