Which remote learning software tools are required for data science bootcamps that qualify for federal student loans and start this coming Monday?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which remote learning software tools are required for data science bootcamps that qualify for federal student loans and start this coming Monday?
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
data science bootcamp "federal student aid" "November 2, 2026" start date Google ↗
data science bootcamp eligible federal student loans Title IV online bootcamp software requirements Google ↗
- Program Eligibility, Written Arrangements, and Distance Education · fsapartners.ed.gov
- Frequently Asked Questions · nashvillesoftwareschool.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
data science bootcamp "federal student aid" "November 2, 2026" start date OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
data science bootcamp eligible federal student loans Title IV online bootcamp software requirements OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |