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Carolyn Ransom-Scott

Chair, San Francisco Commission on Community Investment and Infrastructure

We identified Ransom-Scott’s voice at 13 meetings.

13 of 13transcribed meetings with their voice identified

Chairs the Commission on Community Investment and Infrastructure

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Talk time, and Ransom-Scott’s other bodies
What they talk about

Housing and tenants took 22% of Ransom-Scott’s speech with a checked topic

By the agenda item on the floor when they spoke, at the Commission on Community Investment and Infrastructure (clerk’s agenda times). 69 of 166 minutes of their speech have a checked topic. How much they talk about it, not which side they take.

Housing and tenants22%
Development and land use19%
Neighborhoods Ransom-Scott named

3 places Ransom-Scott named in meetings

Lines where Ransom-Scott named the place, read by two AI readers that both agree it means that place. Each dot plays the newest one; brighter means named more often.

San Francisco
  • Bayview Hunters Point 1 time
  • Haight Ashbury 1 time
  • Mission Bay 1 time

Places are drawn at the centre of their own boundary in the city’s Analysis Neighborhoods file (DataSF (City and County of San Francisco)). A dot says the place was named, not where Ransom-Scott was or what was said about it.

Meetings

Every meeting where we identified Ransom-Scott’s voice

13, newest first. The date opens the meeting; the time plays the video at Ransom-Scott’s first remark.

  1. Oct 6, 2026Commission on Community Investment and InfrastructureBudget and spending · Housing and tenants4.5 minVideo
  2. Sep 1, 2026Commission on Community Investment and InfrastructureBusiness and economic development7.1 minVideo
  3. Aug 18, 2026Commission on Community Investment and Infrastructure8.6 minVideo
  4. Jul 21, 2026Commission on Community Investment and InfrastructureDevelopment and land use · Budget and spending20.0 minVideo
  5. May 19, 2026Commission on Community Investment and InfrastructureDevelopment and land use28.1 minVideo
  6. Apr 21, 2026Commission on Community Investment and InfrastructureBudget and spending10.8 minVideo
  7. Apr 7, 2026Commission on Community Investment and InfrastructureBudget and spending11.9 min15:52
  8. Mar 17, 2026Commission on Community Investment and InfrastructureHousing and tenants13.1 minVideo
  9. Feb 3, 2026Commission on Community Investment and InfrastructureHousing and tenants · Development and land use6.9 minVideo
  10. Jan 20, 2026Commission on Community Investment and InfrastructureBudget and spending8.2 minVideo
Show all 13Show fewer
  1. Jan 6, 2026Commission on Community Investment and InfrastructureBudget and spending18.3 minVideo
  2. Dec 2, 2025Commission on Community Investment and Infrastructure13.5 minVideo
  3. Nov 18, 2025Commission on Community Investment and InfrastructureBudget and spending15.3 minVideo
How we identify who is speaking · blind check, pooled across five cities: of 340 commission lines drawn, 260 right, 4 wrong, 1 unclear, 75 couldn’t be judged

A meeting missing here means we couldn’t attribute the voice, not that Ransom-Scott was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Carolyn Ransom-Scott’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 Ransom-Scott said. For commissions, of 340 lines drawn, 260 were right, 4 wrong and 1 unclear, and the checkers couldn’t judge 75. We have since removed the voices behind 64 of those lines (3 wrong, 0 unclear, the rest we had already held for other reasons). Of the 276 lines we still publish, the checkers could judge 228: 226 right, 1 wrong and 1 unclear (90% lower bound 0.97). They couldn’t judge the other 48. The check is one sample pooled across the five cities, not of Ransom-Scott or of San Francisco alone.