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apache/iceberg

Establishedrank #104

Apache Iceberg

9.4k+54 · 7d 3.6k 169est. Apache-2.0Javapushed 2h ago
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Composite

66

conf 65%

Momentum

47

conf 60%

Vitality (PVI)

74

conf 67%

Community

56

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

53

conf 60%

Breakout · 7d

44%

conf 71%

Executive summary

iceberg is currently classified as established with a composite score of 66/100. Momentum (47) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 54 stars against a 9.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 44%.

90-day trajectory

+227 · 30d
2026-07-312026-10-28

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%48
Star accelerationest.15%51
Fork velocityest.10%30
Contributor growthest.10%55
Issue activity growthest.10%63
PR activity growthest.10%50
External mention velocityest.10%5
Release event impactest.5%73
Trending-rank persistenceest.5%65

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%62
PR responsivenessest.15%94
Issue responsivenessest.15%39
Contributor diversityest.10%83
Maintainer continuityest.10%86
Documentation qualityest.5%80
Dependency freshnessest.5%48
Security hygieneest.5%36

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%56
Bus factorest.15%97

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

Ecosystem influence

Dependent repositoriesest.30%87
Quality-weighted dependentsest.20%71
Documentation citationsest.15%78
Contributor overlapest.15%50
Registry adoptionest.10%64
Topic centralityest.10%98

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