Andrea Marmo Crawford
Vice chair, San Francisco General Obligation Bond Oversight CommitteeRaised homelessness at three meetings.
One clip, newest first
“First, let’s go with the city-owned homeless service sites. 1001 Polk Street and 525 5th Street together represent 57% of the city’s adult emergency shelter capacity, and both are in the final stages of significant renovation work— or yes, significant renovation work.”
Issues Crawford raised, by number of meetings
- Homelessness3 meetings
Every roll call, and Crawford’s other bodies
Present at 4 of 4 roll calls at the General Obligation Bond Oversight Committee, roll call through Jun 8, 2026
- General Obligation Bond Oversight Committee: talk time not compared. Ran some of its meetings, so isn’t compared with the members.
Every meeting where we identified Crawford’s voice
- Aug 10, 2026General Obligation Bond Oversight Committee0.4 min1:18:29
- Jun 8, 2026General Obligation Bond Oversight CommitteeBudget and spending11.7 min3:33
- Apr 13, 2026General Obligation Bond Oversight CommitteeBudget and spending1.9 min46:10
- Oct 27, 2025General Obligation Bond Oversight CommitteeBudget and spending1.9 min28:42
How we identify who is speaking · blind check, pooled across five cities: of 410 council lines drawn, 352 right, 0 wrong, 1 unclear, 57 couldn’t be judged
We identified Crawford’s voice at four meetings. A meeting missing here means we couldn’t attribute the voice, not that Crawford was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Andrea Marmo Crawford’s name only when both agree and a code check finds the name said on, or just before, their turn. Voices our transcripts merge with someone else’s are never attributed, so every count here undercounts what Crawford said. For councils and their committees, of 410 lines drawn, 352 were right, 0 wrong and 1 unclear, and the checkers couldn’t judge 57. We have since removed the voices behind 110 of those lines (0 wrong, 1 unclear, the rest we had already held for other reasons). Of the 300 lines we still publish, the checkers could judge 268: all 268 right (90% lower bound 0.99). They couldn’t judge the other 32. The check is one sample pooled across the five cities, not of Crawford or of San Francisco alone.