Goa · Real-time scraped intelligence
State command overview
All 40 constituencies. Data scraped from news + social sources, refreshed weekly. Last refresh: 7/26/2026, 2:03:48 AM.
Constituencies tracked
40
Goa Assembly seats
Candidates on file
81
Scraped from news & official sources
Mentions this week
1,116
Across all sources
Top issues detected
10
AI-clustered from mentions
Goa · constituency map
Click any tile to drill into scraped signals for that seat.
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Top issues across Goa
Aggregated from AI-clustered scraped signals
- +0.49Government school infrastructure upgrade43 mentions · 3 constituencies
- -0.62Illegal mining allegations33 mentions · 3 constituencies
- -0.57Potholed roads and delayed repairs31 mentions · 4 constituencies
- +0.40Church-community welfare drive22 mentions · 3 constituencies
- -0.68Farmers oppose land acquisition21 mentions · 3 constituencies
- -0.63Unemployment among youth18 mentions · 1 constituencies
- -0.40Mhadei river water dispute13 mentions · 2 constituencies
- +0.50Milk cooperative dividend paid9 mentions · 3 constituencies
- -0.43Beach shack policy protests9 mentions · 3 constituencies
- -0.52Coastal erosion damaging homes9 mentions · 3 constituencies
Recent refresh runs
Weekly cron + manual triggers
- signals7/26/2026, 2:00:44 AM40 ok · 0 failedok
- mentions7/26/2026, 2:00:04 AM0 ok · 40 failedok
- signals7/19/2026, 2:00:35 AM40 ok · 0 failedok
- mentions7/19/2026, 2:00:04 AM0 ok · 40 failedok
Every number on this page is scraped from real news + social sources via Firecrawl and clustered with AI. No mock data.
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