Can you explain how to set up a Python script to track Twitter sentiment surrounding the Ben Affleck Dunkin Donuts commercials for a media class project?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how to set up a Python script to track Twitter sentiment surrounding the Ben Affleck Dunkin Donuts commercials for a media class project?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
X API documentation recent posts search endpoint authentication access tiers 2026 Google ↗
VADER sentiment analysis Python documentation social media sentiment limitations Google ↗
- python.org · python.org
- About X's APIs · help.x.com
- docs/x-api/posts/search/introduction.mdx at main · xdevplatform/docs · github.com
- Welcome to VaderSentiment’s documentation! · vadersentiment.readthedocs.io
- Python Code Example · vadersentiment.readthedocs.io
- official X Search documentation · docs.x.com
- X Developer Platform · developer.x.com
- Pandas documentation · pandas.pydata.org
- VADER documentation · vadersentiment.readthedocs.io
- Matplotlib documentation · matplotlib.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
X API documentation recent posts search endpoint authentication access tiers 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
VADER sentiment analysis Python documentation social media sentiment limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |