Sentiment Analysis
Providers using this tag (30)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 3 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 3 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 4 Almost no public developer surface
APIs with this tag (5)
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 1 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Companies reaching this through an API (1)
These companies publish an API, specification or operation carrying “Sentiment Analysis” 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 30 providers in the APIs.io catalog tagged Sentiment Analysis, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Access Clarity | 48.3 | 26.3 | +22 | 30 |
| Operational Transparency | 26.8 | 13.9 | +12.9 | 30 |
| Contract Quality | 30 | 19.8 | +10.2 | 30 |
| Developer Ergonomics | 30.2 | 23.3 | +6.9 | 30 |
| Discoverability | 67.4 | 61 | +6.4 | 30 |
| Contract Governance | 8.6 | 6.3 | +2.3 | 30 |
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) | 13% | 10% | +3 |
| MCP server (first-party) | 13% | 9% | +4 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 13% | 11% | +2 |
| Security | 97% | 97% | 0 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 23% | 14% | +9 |
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 World News API 63.1
- 2 StockData 60.6
- 3 YouScan 56.9
- 4 Talkwalker 54.1
- 5 LocalClarity 52.2
- 6 Brandwatch 51.4
- 7 Event Registry 49.2
- 8 Newscatcher 48.8
- 9 CryptoNews API 47.9
- 10 Mention 46.4
- 1 Brandwatch 42.3
- 2 Revinate 39.8
- 3 Event Registry 37.6
- 4 World News API 34.2
- 5 YouScan 34
- 6 LocalClarity 31.5
- 7 Mention 30.8
- 8 AYLIEN 30.6
- 9 Finlight 30.6
- 10 StockData 28.7
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.