How can I safely break into the tech Twitter and X professional communities to find mentors in data science
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I safely break into the tech Twitter and X professional communities to find mentors in data science
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
how to network safely on X Twitter professional communities data science mentorship online privacy scams Google ↗
data science communities mentorship networking online communities Women in Data Science PyData official Google ↗
- Explore PyData · pydata.org
- Find or start a meetup · pydata.org
- Join WiDS community · community.widsworldwide.org
- Explore Data Umbrella · dataumbrella.org
- Explore Women in Data · womenindata.org
- Data Umbrella · dataumbrella.org
- online safety guidance for X · osc.gov.sg
- UK National Cyber Security Centre's social media safety guidance · ncsc.gov.uk
- Social Media: how to use it safely · ncsc.gov.uk
- Protect yourself from social engineering on professional platforms · early-bird.msudenver.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to network safely on X Twitter professional communities data science mentorship online privacy scams OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
data science communities mentorship networking online communities Women in Data Science PyData official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |