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JerBouma/FinanceDatabase

Coolingrank #184

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

9.5k+47 · 7d 977 91est. MITPythonpushed 4m ago
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Composite

65

conf 65%

Momentum

42

conf 60%

Vitality (PVI)

80

conf 67%

Community

59

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

68

conf 60%

Opportunity

52

conf 60%

Breakout · 7d

24%

conf 71%

Executive summary

FinanceDatabase is currently classified as cooling with a composite score of 65/100. Momentum (42) and vitality (80) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 47 stars against a 9.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 24%.

90-day trajectory

+247 · 30d
2026-07-142026-10-11

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%47
Star accelerationest.15%41
Fork velocityest.10%32
Contributor growthest.10%53
Issue activity growthest.10%24
PR activity growthest.10%54
External mention velocityest.10%4
Release event impactest.5%79
Trending-rank persistenceest.5%70

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%91
PR responsivenessest.15%74
Issue responsivenessest.15%80
Contributor diversityest.10%73
Maintainer continuityest.10%69
Documentation qualityest.5%78
Dependency freshnessest.5%58
Security hygieneest.5%50

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%41
Bus factorest.15%82

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

Ecosystem influence

Dependent repositoriesest.30%75
Quality-weighted dependentsest.20%62
Documentation citationsest.15%66
Contributor overlapest.15%37
Registry adoptionest.10%74
Topic centralityest.10%100

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