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NanmiCoder/MediaCrawler

Establishedrank #138

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61.4k+1.5k · 7d 12.1k 471est. NOASSERTIONPythonpushed 6d ago
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Composite

70

conf 65%

Momentum

68

conf 60%

Vitality (PVI)

77

conf 67%

Community

63

conf 60%

Security & maint.

67

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

65%

conf 71%

Executive summary

MediaCrawler is currently classified as established with a composite score of 70/100. Momentum (68) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,502 stars against a 61.4k-star base. Risk is assessed as moderate; the interpretable model puts its probability of entering the top trend cohort within 7 days at 65%.

90-day trajectory

+4.9k · 30d
2026-05-142026-08-11

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%85
Star accelerationest.15%58
Fork velocityest.10%73
Contributor growthest.10%100
Issue activity growthest.10%52
PR activity growthest.10%64
External mention velocityest.10%17
Release event impactest.5%85
Trending-rank persistenceest.5%59

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

Project Vitality Index

Commit consistency20%81
Release cadenceest.15%86
PR responsivenessest.15%68
Issue responsivenessest.15%56
Contributor diversityest.10%99
Maintainer continuityest.10%82
Documentation qualityest.5%84
Dependency freshnessest.5%63
Security hygieneest.5%84

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%86
License clarity20%30
Maintenance status25%81
Dependency stalenessest.15%40
Bus factorest.15%86

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

Ecosystem influence

Dependent repositoriesest.30%98
Quality-weighted dependentsest.20%81
Documentation citationsest.15%53
Contributor overlapest.15%68
Registry adoptionest.10%43
Topic centralityest.10%19

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