What specific skills do top-rated Coursera data science specializations cover that are currently in highest demand for entry-level analysts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific skills do top-rated Coursera data science specializations cover that are currently in highest demand for entry-level analysts?
3 real searches · 1 real-search pass
Coursera top rated data science specializations Google Data Analytics IBM Data Science skills SQL Python Tableau Excel 2026Google ↗
OBSERVEDOther / navigational
entry level data analyst most in demand skills 2026 SQL Excel Python Tableau Power BI statistics job postingsGoogle ↗
OBSERVEDComparison
Coursera data analytics professional certificate skills Google IBM data analyst specialization curriculumGoogle ↗
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
Coursera top rated data science specializations Google Data Analytics IBM Data Science skills SQL Python Tableau Excel 2026 Google ↗
entry level data analyst most in demand skills 2026 SQL Excel Python Tableau Power BI statistics job postings Google ↗
Coursera data analytics professional certificate skills Google IBM data analyst specialization curriculum Google ↗
- Data Analyst skills in demand: what employers ask for · mettlespark.com
- Data Analyst job market report — October 2026 · kitejobs.ai
- 7 In-Demand Data Analyst Skills to Get You Hired in 2026 · coursera.org
- Data Analyst Resume Keywords (2026) · skillsyncer.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Coursera top rated data science specializations Google Data Analytics IBM Data Science skills SQL Python Tableau Excel 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
entry level data analyst most in demand skills 2026 SQL Excel Python Tableau Power BI statistics job postings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Coursera data analytics professional certificate skills Google IBM data analyst specialization curriculum OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |