I retired from teaching last year and want to know what skills a retiree needs to become a data analyst today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I retired from teaching last year and want to know what skills a retiree needs to become a data analyst today.
3 real searches · 1 real-search pass
2026 data analyst skills SQL Excel Python Power BI statistics communication job skillsGoogle ↗
OBSERVEDReason
O*NET data analysts skills tasks data analyst occupation skills database visualizationGoogle ↗
OBSERVEDInstruction
Google Data Analytics Professional Certificate curriculum SQL spreadsheets R Tableau currentGoogle ↗
OBSERVEDComparison
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
2026 data analyst skills SQL Excel Python Power BI statistics communication job skills Google ↗
O*NET data analysts skills tasks data analyst occupation skills database visualization Google ↗
Google Data Analytics Professional Certificate curriculum SQL spreadsheets R Tableau current Google ↗
- Explore Microsoft Learn · learn.microsoft.com
- Explore Khan Academy · khanacademy.org
- Data Analyst · online-distance.ncsu.edu
- Top Data Analyst Resume Skills for 2026 · jobscan.co
- Data analyst · prospects.ac.uk
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 data analyst skills SQL Excel Python Power BI statistics communication job skills OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
O*NET data analysts skills tasks data analyst occupation skills database visualization OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Data Analytics Professional Certificate curriculum SQL spreadsheets R Tableau current OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |