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D4Vinci/Scrapling

Coolingrank #147

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

73.5k+861 · 7d 7.3k 303est. BSD-3-ClausePythonpushed 9h ago
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Composite

71

conf 65%

Momentum

52

conf 60%

Vitality (PVI)

83

conf 67%

Community

63

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

78

conf 60%

Opportunity

60

conf 60%

Breakout · 7d

4%

conf 71%

Executive summary

Scrapling is currently classified as cooling with a composite score of 71/100. Momentum (52) and vitality (83) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 861 stars against a 73.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 4%.

90-day trajectory

+6.6k · 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%81
Star accelerationest.15%28
Fork velocityest.10%76
Contributor growthest.10%69
Issue activity growthest.10%0
PR activity growthest.10%47
External mention velocityest.10%11
Release event impactest.5%73
Trending-rank persistenceest.5%64

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%77
PR responsivenessest.15%66
Issue responsivenessest.15%94
Contributor diversityest.10%92
Maintainer continuityest.10%85
Documentation qualityest.5%78
Dependency freshnessest.5%72
Security hygieneest.5%45

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%65
Bus factorest.15%83

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

Ecosystem influence

Dependent repositoriesest.30%93
Quality-weighted dependentsest.20%73
Documentation citationsest.15%63
Contributor overlapest.15%78
Registry adoptionest.10%40
Topic centralityest.10%100

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