Analytics & estimated votes

Open Analytics for:

• Addresses in the ward, canvassed, and remaining (1 pass)
• Completion estimate at recent pace for 1× / 2× / 3× passes (or “not enough recent canvassing to estimate”)
• Support histogram and weekly knock rate
• AI issue analysis from notes and tags (PII stripped before analysis)
• Leaderboard (doors, pace, signs, positive IDs, and more)

Estimated Votes does simple math from your knocks: a recency-weighted 4–5 support rate, projected against an electorate × expected turnout win line (50% + 1 of expected turnout). You will see a headline estimate, a ± rough range, a waterfall, and a weekly support trend with a ±1σ band.

Raw rows and CRM export stay in Data & Export.

These interactive demos use sample data — safe to poke without a login.