RANK.AI / PUBLISHED METHOD
Hugging Face AI Dataset Activity
Ranks a fixed dataset cohort by Hugging Face repository downloads, with likes and update recency as context.
- Version
- 1-cohort-2026-07-26
- Published
- Jul 27, 2026
- Live boards
- 1
- Method ID
- hugging-face-dataset-activity
Where the facts come from
See the associated board evidence.
How the order is produced
- Direction
descending
- Tie Breakers
- hugging-face-dataset-likes-total
- repositoryId
- Primary Metric
hugging-face-dataset-downloads-30d
- Transformation
none
When the method reruns
- daily
LIVE BOARD COVERAGE
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| AI Dataset Activityai-datasets | hugging-face-dataset-downloads-30d | 12 | 100% | current | 1-cohort-2026-07-26 | daily | Open board → |
VERSIONED CONTRACT
Complete measurement ledger
These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.
Scope
Hugging Face dataset repository activity only
Claims
- Safety
No
- Fitness For Use
No
- Dataset Quality
No
- Global Market Share
No
Ranking
- Direction
descending
- Tie Breakers
- hugging-face-dataset-likes-total
- repositoryId
- Primary Metric
hugging-face-dataset-downloads-30d
- Transformation
none
Universe
Code-reviewed public Hugging Face dataset repositories; Hub search results cannot alter membership.
Limitations
- downloads are repository activity reported by Hugging Face
- downloads are not unique users
- likes are engagement rather than quality judgments
- lastModified is repository-update recency, not the age, accuracy, provenance, or safety of every underlying record
- off-platform downloads, mirrors, and embedded copies are excluded
Quality Gates
- Core Metric Coverage
1
- Reviewed Universe Coverage
1
- Maximum Observation Age Seconds
21,600
- Canonical Repository Match Required
Yes
Cohort Version
2026-07-26
Context Metrics
- hugging-face-dataset-likes-total
- hugging-face-dataset-days-since-modified