Observatory

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Left France YouTube DANY et RAZ published 16 October 2023

Sophia CHIKIROU : une PATRONNE TOXIQUE ?

  • 85,817views at the last measurement
  • 1 h 16of video
  • 769transcribed sentences
  • 32%political sentences
  • 352comments stored
  • 19 March 2026metadata last updated

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Audience measured

85,817
views at the last measurement
1,619
likes
265
comments announced
2
measurements · last on 20 July
19 March20 July

Audience measured at discovery, then at day 1, 7 and 30 and during the monthly passes.

Transcript and analysis

transcribed
status
769
transcribed sentences
32%
political · 246 sentences
19
speakers · main one 48%
421
comment sentences · 19% political

The text of transcripts and comments is not published here; it is accessible to research projects through the explorer and the API. Access

The content synthesis

Transcribed video, no record planned. Records cover videos published since 26 September 2026.

Measured themes

  1. Democracy8.5%typ. 10.9%
  2. Authority4.1%typ. 12.4%
  3. Equality and inequality3.3%typ. 4.8%
  4. Progress2.4%typ. 4.3%
  5. Environment1.6%typ. 7.8%
  6. Technology0.8%typ. 3.7%
  7. Immigration0.4%typ. 3.8%
  8. Distrust of the state0.4%typ. 4.5%
  9. Tradition0.0%typ. 3.2%

Share of the video’s political sentences the classifier assigns to each theme. The grey mark gives the mean share in a video of the same orientation, the same year. French-language channels only.

Also on DANY et RAZ

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  2. Analysis of police violence and tensions during a high school student movement4 October 2026 · 8.9k views · record
  3. Discussion on high school blockades and Jean-Luc Mélenchon's political strategy3 October 2026 · 80k views · record
  4. Analysis of police reports on high school mobilizations in Seine-Saint-Denis2 October 2026 · 64.1k views · record
  5. Discussion on high school blockades and the government response30 September 2026 · 86.6k views · record
  6. Commentary on a debate between candidates for the Socialist Party primary29 September 2026 · 92.9k views · record

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Go further

The full transcript, the classified sentences and the comments of this video are open to research projects and journalists, through the explorer and the API, under fair dealing for research; nothing is redistributed as such nor for commercial purposes.

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