Data Analysis
Providers using this tag (26)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 4 Early or largely undocumented
Minimal 4 Almost no public developer surface
APIs with this tag (9)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Strong 1 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 3 Limited public surface area
Emerging 2 Early or largely undocumented
Score breakdown
Related tags
Where this tag comes from
Cohort brief
Auto-generatedThe 26 providers in the APIs.io catalog tagged Data Analysis, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 36 | 17.5 | +18.5 | 26 |
| Developer Ergonomics | 32.9 | 17.9 | +15 | 26 |
| Access Clarity | 37 | 22.3 | +14.7 | 26 |
| Operational Transparency | 21.2 | 11.3 | +9.9 | 26 |
| Discoverability | 64 | 60.4 | +3.6 | 26 |
| Contract Governance | 10 | 6.4 | +3.6 | 26 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 23% | 16% | +7 |
| MCP server (first-party) | 4% | 7% | -3 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 35% | 9% | +26 |
| Security | 92% | 88% | +4 |
| Arazzo workflows | 19% | 2% | +17 |
| Governance rules | 35% | 13% | +22 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
- 1 E2B 65.7
- 2 Fundamental Research Labs 63.1
- 3 Power BI 62.9
- 4 Mixpanel 54.8
- 5 Microsoft Office 47
- 6 Splunk 46.5
- 7 E2B 43.6
- 8 Advanced Excel 43.5
- 9 Microsoft Excel 43.2
- 10 RelativityOne 41.2
- 1 Power BI 36.3
- 2 Microsoft Excel 36
- 3 Advanced Excel 35.6
- 4 Splunk 34
- 5 Microsoft Office 32.2
- 6 Fundamental Research Labs 29.6
- 7 Mixpanel 27.9
- 8 E2B 27.1
- 9 Microsoft Excel (Advanced) 24.8
- 10 Microsoft Excel API 24.8
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.