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datahub-project/datahub

Establishedrank #142

The Context Platform for your Data and AI Stack

12.8k+44 · 7d 3.7k 131est. Apache-2.0Pythonpushed 5m ago

Composite

70

conf 65%

Momentum

51

conf 60%

Vitality (PVI)

76

conf 67%

Community

67

conf 60%

Security & maint.

95

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

56

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

datahub is currently classified as established with a composite score of 70/100. Momentum (51) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 44 stars against a 12.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

90-day trajectory

+214 · 30d
2026-07-162026-10-13

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%46
Star accelerationest.15%44
Fork velocityest.10%30
Contributor growthest.10%83
Issue activity growthest.10%60
PR activity growthest.10%75
External mention velocityest.10%3
Release event impactest.5%84
Trending-rank persistenceest.5%71

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%85
PR responsivenessest.15%80
Issue responsivenessest.15%36
Contributor diversityest.10%79
Maintainer continuityest.10%89
Documentation qualityest.5%71
Dependency freshnessest.5%73
Security hygieneest.5%40

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%89
Bus factorest.15%89

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%87
Quality-weighted dependentsest.20%63
Documentation citationsest.15%70
Contributor overlapest.15%49
Registry adoptionest.10%59
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption