Data Analytics
Providers using this tag (80)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 3 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Thin 12 Limited public surface area
Emerging 26 Early or largely undocumented
Minimal 25 Almost no public developer surface
Unrated 5 Not yet scored
APIs with this tag (7)
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
Thin 3 Limited public surface area
Emerging 3 Early or largely undocumented
Companies reaching this through an API (2)
These companies publish an API, specification or operation carrying “Data Analytics” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.
Score breakdown
Related tags
Where this tag comes from
Cohort brief
Auto-generatedThe 71 providers in the APIs.io catalog tagged Data Analytics, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 26.1 | 23.4 | +2.7 | 71 |
| Access Clarity | 27.4 | 26.5 | +0.9 | 71 |
| Contract Governance | 6.7 | 6.5 | +0.2 | 71 |
| Operational Transparency | 12.2 | 14 | -1.8 | 71 |
| Discoverability | 59 | 61 | -2 | 71 |
| Contract Quality | 12 | 20.1 | -8.1 | 71 |
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) | 11% | 10% | +1 |
| MCP server (first-party) | 12% | 13% | -1 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 4% | 11% | -7 |
| Security | 95% | 96% | -1 |
| Arazzo workflows | 3% | 2% | +1 |
| Governance rules | 8% | 13% | -5 |
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 Amazon Glue DataBrew 58.4
- 2 Databricks 58.3
- 3 Allium 55.4
- 4 Polyteia 52.5
- 5 Adverity 50.3
- 6 Amazon FinSpace 47.8
- 7 Sifflet 45.3
- 8 Tuva Health 44.1
- 9 Looker 43.7
- 10 Microsoft Fabric 42.1
- 1 Crystal Reports 48.6
- 2 Adverity 44.8
- 3 Allium 41.3
- 4 Databricks 40.1
- 5 Agora Data 37.6
- 6 Amazon FinSpace 37.1
- 7 Amazon Glue DataBrew 33.5
- 8 Deluxe Corporation 32.8
- 9 Varonis 30.6
- 10 Polyteia 29
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.