Evaluate the current job placement statistics for graduates of the edX verified certificate programs in data science compared to last year.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate the current job placement statistics for graduates of the edX verified certificate programs in data science compared to last year.
3 real searches · 1 real-search pass
edX data science verified certificate graduate job placement rate employment outcomes statistics 2026 compared 2025Google ↗
OBSERVEDComparison
edX verified certificate data science program graduate employment placement rate outcomes 2026 2025Google ↗
OBSERVEDConsequence
edX data science professional certificate job placement statistics graduates employment outcomes 2025 2024Google ↗
OBSERVEDConsequence
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
edX data science verified certificate graduate job placement rate employment outcomes statistics 2026 compared 2025 Google ↗
edX verified certificate data science program graduate employment placement rate outcomes 2026 2025 Google ↗
edX data science professional certificate job placement statistics graduates employment outcomes 2025 2024 Google ↗
- Is edX worth it? Cost, value, and career outcomes explained · edx.org
- Data Science Professional Certificate · edx.org
- IBM Data Science Professional Certificate · edx.org
- Data Science Professional Certificate · edx.org
- Data science certificates · edx.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
edX data science verified certificate graduate job placement rate employment outcomes statistics 2026 compared 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
edX verified certificate data science program graduate employment placement rate outcomes 2026 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
edX data science professional certificate job placement statistics graduates employment outcomes 2025 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |