Hindsight
github.com/brishtiteveja/hindsight- Category
- Entertainment
- Rank
- No. 94Apps board
- Pricing
- Open Source
- Type
- TOOL
- Date
About
Hindsight is a YouTube analysis tool that builds an interactive narrative map showing how a channel discusses a given issue across videos and over time, surfacing how framing, examples, and stated positions shift between episodes. It links back to source transcripts so a viewer can follow how coverage of one issue developed without rewatching entire videos.
Why it made the leaderboard
It's a novel, agent-powered consumer experience for surfacing narrative drift across a creator's video archive, something no existing transcript search tool does directly.
Intel on Hindsight
Tags
youtubenarrative-analysistranscriptsmediaopen-source
Tech Stack
Python
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