Observatory
YOUPOL / ExploreLeft France YouTube Histoires Crépues published 4 October 2025
"Macron, il arrive toujours quand tout est déjà fini" - L'heure des Khos EP.3
- 10,821views at the last measurement
- 1 h 08of video
- 889transcribed sentences
- 21%political sentences
- 124comments stored
- 22 March 2026metadata last updated
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Audience measured
- 10,821
- views at the last measurement
- 861
- likes
- 124
- comments announced
- 1
- measurement · last on 18 July
Audience measured at discovery, then at day 1, 7 and 30 and during the monthly passes.
Transcript and analysis
- transcribed
- on 5 April 2026
- 889
- transcribed sentences
- 21%
- political · 190 sentences
- 17
- speakers · main one 34%
- 212
- comment sentences · 10% 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
- Authority5.3%typ. 10.6%
- Tradition4.7%typ. 3.4%
- Immigration3.7%typ. 3.8%
- Democracy3.2%typ. 12.2%
- Equality and inequality3.2%typ. 4.4%
- Technology1.6%typ. 4.7%
- Distrust of the state1.6%typ. 5.0%
- Progress1.1%typ. 4.3%
- Environment0.5%typ. 5.3%
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.