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Fady Zoubi

Commission chair, San Francisco Public Works Commission

We identified Zoubi’s voice at 12 meetings. Named Chinatown most often: three times.

12 of 14transcribed meetings with their voice identified
9 of 9present at roll calls through Jul 23, 2026, from the clerk

Chairs the Public Works Commission

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Every roll call, and Zoubi’s other bodies

Present at 9 of 9 roll calls at the Public Works Commission, roll call through Jul 23, 2026

From the clerk’s own record. We don’t compare members on it.

PresentExcusedAbsentOldest first, 1 square per roll call

Absent 0. Dec 11, 2025 to Jul 23, 2026. The clerk’s record covers 11 of the 15 meetings we hold, through Jul 23, 2026.

Official roll call, from the clerk →
Neighborhoods Zoubi named

7 places Zoubi named in meetings

Lines where Zoubi 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
  • Chinatown 3 times
  • Mission Bay 3 times
  • North Beach 2 times
  • Financial District/South Beach 1 time
  • Nob Hill 1 time
  • Pacific Heights 1 time
  • Russian Hill 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 Zoubi was or what was said about it.

Meetings

Every meeting where we identified Zoubi’s voice

12, newest first. The date opens the meeting; the time plays the video at Zoubi’s first remark.

  1. Oct 8, 2026Public Works Commission6.3 min2:52
  2. Sep 24, 2026Public Works CommissionBusiness and economic development8.0 min3:15
  3. Jul 23, 2026Public Works Commission4.6 min2:21
  4. Jun 18, 2026Public Works Commission5.6 min2:41
  5. May 14, 2026Public Works Commission3.5 min2:56
  6. Apr 30, 2026Public Works Commission3.8 min3:05
  7. Apr 9, 2026Public Works CommissionBusiness and economic development5.1 min3:06
  8. Mar 12, 2026Public Works Commission7.3 min3:06
  9. Feb 26, 2026Public Works Commission5.6 min3:07
  10. Feb 12, 2026Public Works CommissionBudget and spending · Fire and emergency services10.2 min3:28
Show all 12Show fewer
  1. Dec 11, 2025Public Works CommissionBudget and spending6.9 min16:26
  2. Nov 13, 2025Public Works Commission4.4 min19:44
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 Zoubi was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Fady Zoubi’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 Zoubi 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 Zoubi or of San Francisco alone.