Constituency-Level Electoral Engine
AI-Powered Political Intelligence · {{ stateName }}
Live
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AI Insights
Live
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Predicted Party
Leader Sentiment
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What people are saying
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AI Election Prediction · Predicted Vote Share {{ partyAName }} vs {{ partyBName }}
Predicted winner
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Confidence
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Gender-Based Predicted Party{{ pulseGenderCov }}
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Age Group-Based Predicted Party{{ pulseAgeCov }}
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Party Leaning Spectrum · overall
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Weekly Support Shift
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→
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Net leaning {{ pulseWowNet.scoreStr }} {{ pulseWowNet.toward }}
· {{ pulseWowNet.shiftStr }} vs prior week
Net support = (support − anti) share of each party’s own mentions this week vs last. Net leaning uses the model’s support-signal formula.
Safe & Battleground Seats
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Safe seats
Parliament · {{ seatSafePcN }}
Assembly · {{ seatSafeAcN }}
Battlegrounds
Parliament · {{ seatBattlePcN }}
Assembly · {{ seatBattleAcN }}
One rule across the dashboard and the AI Insights seat outlook: a seat’s leader is the party with the top net (support − anti) across all parties; the margin is the leader’s edge in percentage points of the seat’s partisan reactions. Safe ≥ 20pp; leaning battlegrounds 10–20pp (dot shows the tilt); tossups < 10pp. Seats under 25 classified reactions are excluded.
Predicted Party Distribution
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Engagement{{ p.eng }}
Unique authors{{ p.authors }}
Avg sentiment{{ p.sent }}
Leading party{{ p.top }}
Top issues
Predicted Party by Platform
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Party Leaning by Platform
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Leaderboard
Leaders ranked by share-of-voice, with net sentiment and support trend.
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Top of the board
Leader Spotlight · issues raised
Pick a party, parliament or assembly above to surface the issues raised about each leader.
No issues surfaced for this selection. Try another filter.
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Support {{ sp.supportStr }}
Neutral {{ sp.neu }}%
Issues raised ({{ sp.issueCount }})
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Analyst Write-up
Daily
AI Election Prediction · Predicted Vote Share
Winner
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Confidence
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Data points
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Executive Summary
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Signal Reconciliation
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Weekly Trend Report
Week-over-week
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Full report: trends, all-party leader scorecard, voter issues, demographics & signal reconciliation.
Sentiment Distribution
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Net mood
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Party Leaning by Assembly Constituency
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Predicted Party Distribution
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Gender-Based Predicted Party
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Age Group-Based Predicted Party
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Others
Voter Priorities
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Welcome to VoterIQ
AI-powered political intelligence for {{ obStateName }} — live sentiment, election prediction and constituency-level insight from millions of social posts.
Quick setup
Takes ~30 seconds — everything is editable later from your profile menu.
You're all set
Try an Intelligence Search above — reports land in the bell. Restart the tour anytime from your profile menu.