How can I set up an automated Python script to monitor YouTube view velocity and sentiment analysis metrics for the newest Ryan Reynolds Deadpool 3 trailer drop
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I set up an automated Python script to monitor YouTube view velocity and sentiment analysis metrics for the newest Ryan Reynolds Deadpool 3 trailer drop
3 real searches · 1 real-search pass
Ryan Reynolds Deadpool 3 newest official trailer latest 2026 Deadpool & Wolverine trailerGoogle ↗
OBSERVEDReason
YouTube Data API videos.list statistics viewCount commentThreads.list quota documentationGoogle ↗
OBSERVEDInstruction
YouTube Data API quota costs videos.list commentThreads.list official documentationGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Ryan Reynolds Deadpool 3 newest official trailer latest 2026 Deadpool & Wolverine trailer Google ↗
YouTube Data API videos.list statistics viewCount commentThreads.list quota documentation Google ↗
YouTube Data API quota costs videos.list commentThreads.list official documentation Google ↗
- Google Cloud Console · console.cloud.google.com
- Twitter-RoBERTa sentiment analysis · huggingface.co
- Videos: list | YouTube Data API | Google for Developers · developers.google.com
- CommentThreads: list | YouTube Data API | Google for Developers · developers.google.com
- YouTube Data API Overview | Google for Developers · developers.google.com
- Quota Calculator | YouTube Data API | Google for Developers · developers.google.com
- YouTube video statistics API · developers.google.com
- YouTube comments API · developers.google.com
- YouTube API getting started · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ryan Reynolds Deadpool 3 newest official trailer latest 2026 Deadpool & Wolverine trailer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
YouTube Data API videos.list statistics viewCount commentThreads.list quota documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
YouTube Data API quota costs videos.list commentThreads.list official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |