Methodology

This project combines historical results, candidate disclosures, and live OSINT signals. The intent is to make election monitoring more transparent and easier to validate.

Definitions used in Insights

• Tight seats: constituencies with 2021 margin ≤ 5,000 votes.
• Seat share: 2021 winner aggregation by party or alliance.
• Criminal share: share of filed candidates with declared cases > 0.
• Assets coverage: % of filed candidates with declared assets value > 0.

OSINT signals

Signals are collected from public feeds and structured into consistent fields (location hints, severity, and verification cues). During voting day, turnout and official PDFs are ingested in scheduled windows.

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