How did the mood change during a match or a talk show? This notebook turns Bangla commentary or talk-show transcripts into a labelled sentiment dataset, then charts the mood minute by minute.
What you do
- Bring transcripts you have the right to use (the notebook will not download anything unless you confirm that).
- Label sentences with an instruction-tuned Qwen2.5-7B model, spot-check a sample by hand, and fix the labels.
- Plot sentiment over time.
Good to know
- Political talk can be sensitive: label the speech, not the people, and do not publish named individuals' "scores".
- Machine labels are a starting point, not truth — that is why the manual check is built in.