Data journalism from the booth level up.
Analysis, ultimate guides and booth-level data stories. Search a topic or a state to find the read that matches your seat.
Editor picks this week
Bihar 2025: caste arithmetic and what has shifted since 2020
A booth-level look at how EBC and Mahadalit consolidation has moved across 12 marginal Assembly segments since the last election.
MethodologyGuideWhy margin heatmaps beat vote share averages every time
State and constituency vote share tells you nothing about winnability. Booth margin distribution tells you where the seat actually turns.
Long reads that campaigns actually use
Guide5 min readWhy margin heatmaps beat vote share averages every time
State and constituency vote share tells you nothing about winnability. Booth margin distribution tells you where the seat actually turns.
Read guideGuide
6 min readSwing booths: the 250 that actually decide your seat
On a typical Vidhan Sabha seat with 280 booths, fewer than one in five determine the outcome. Here is how to find yours.
Read guide
Guide11 min readThe ultimate guide to booth-level campaign planning
A step by step framework for planning a modern Indian campaign at booth granularity, from day 90 to poll day.
Read guide
All insights
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Analysis
Bihar·7 min readBihar 2025: caste arithmetic and what has shifted since 2020
A booth-level look at how EBC and Mahadalit consolidation has moved across 12 marginal Assembly segments since the last election.
Read more
MethodologyGuide5 min readWhy margin heatmaps beat vote share averages every time
State and constituency vote share tells you nothing about winnability. Booth margin distribution tells you where the seat actually turns.
Read moreBooth IntelligenceGuide
6 min readSwing booths: the 250 that actually decide your seat
On a typical Vidhan Sabha seat with 280 booths, fewer than one in five determine the outcome. Here is how to find yours.
Read moreAnalysis
Karnataka·6 min readKarnataka 2023: what the booth data says about the Congress consolidation
A booth-level look at how the Congress opened up a 30 seat gap in a state that was locked at 50-50 six months out.
Read moreBooth Intelligence
Bihar·5 min readReading the swing booth: Patna's 6 Assembly segments
Which polling stations decide the Patna Sahib and Pataliputra outcomes and why.
Read more
Ultimate GuideGuide11 min readThe ultimate guide to booth-level campaign planning
A step by step framework for planning a modern Indian campaign at booth granularity, from day 90 to poll day.
Read more
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