Observatory

YOUPOL / Explore

Left France YouTube Zawa Prod published 16 May 2025

Pourquoi votre travail ne sert à rien.

  • 23,714views at the last measurement
  • 49 minof video
  • 466transcribed sentences
  • 29%political sentences
  • 217comments stored
  • 1 May 2026metadata last updated

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Audience measured

23,714
views at the last measurement
774
likes
236
comments announced
1
measurement · last on 19 July

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

Transcript and analysis

transcribed
on 1 May 2026
466
transcribed sentences
29%
political · 133 sentences
4
speakers · main one 42%
441
comment sentences · 12% 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 synthesis of the content produced by our local model

Transcribed video; the record is not planned: records cover videos published since 26 September 2026.

Measured themes

  1. Technology8.3%typ. 4.7%
  2. Democracy5.3%typ. 12.2%
  3. Distrust of the state5.3%typ. 5.0%
  4. Progress4.5%typ. 4.3%
  5. Immigration3.8%typ. 3.8%
  6. Authority3.8%typ. 10.6%
  7. Equality and inequality3.8%typ. 4.4%
  8. Environment3.0%typ. 5.3%
  9. Tradition3.0%typ. 3.4%

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

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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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