We mapped turnout, margin, and party vote share across 543 constituencies for three consecutive cycles. Ten patterns survived every regression: urban fringe volatility, youth-heavy seats flipping faster, and a widening gap between state and national verdicts in the same year.

Parties that treat these as noise will misallocate resources. Parties that treat them as signal can win without sweeping national waves — the new default in Indian politics.

Interactive maps and constituency tables accompany this report for subscribers. Below we summarize the findings most likely to shape alliance math in the next eighteen months.