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fivetran/great_expectations

Establishedrank #140

Always know what to expect from your data.

11.9k+76 · 7d 1.9k 137est. Apache-2.0Pythonpushed 3m ago
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Composite

70

conf 65%

Momentum

54

conf 60%

Vitality (PVI)

79

conf 67%

Community

64

conf 60%

Security & maint.

95

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

54

conf 60%

Breakout · 7d

54%

conf 71%

Executive summary

great_expectations is currently classified as established with a composite score of 70/100. Momentum (54) and vitality (79) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 76 stars against a 11.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 54%.

90-day trajectory

+296 · 30d
2026-07-052026-10-02

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%52
Star accelerationest.15%55
Fork velocityest.10%32
Contributor growthest.10%83
Issue activity growthest.10%57
PR activity growthest.10%75
External mention velocityest.10%6
Release event impactest.5%74
Trending-rank persistenceest.5%71

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%89
PR responsivenessest.15%79
Issue responsivenessest.15%59
Contributor diversityest.10%79
Maintainer continuityest.10%67
Documentation qualityest.5%59
Dependency freshnessest.5%68
Security hygieneest.5%84

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%84
Bus factorest.15%92

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

Ecosystem influence

Dependent repositoriesest.30%81
Quality-weighted dependentsest.20%72
Documentation citationsest.15%42
Contributor overlapest.15%59
Registry adoptionest.10%20
Topic centralityest.10%100

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