Signals

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D4Vinci/Scrapling

Establishedrank #103

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

87.2k+934 · 7d 8.9k 342est. BSD-3-ClausePythonpushed 22h ago

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Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

conf 71%

Executive summary

Scrapling is currently classified as established with a composite score of 72/100. Momentum (57) and vitality (79) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 934 stars against a 87.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 7%.

Video breakdown

@gptaiclips on YouTube

Scrapling 0.4.7: 47K-Star Adaptive Web Scraper Bypasses Cloudflare (One-Line Install) #shorts5mo ago

90-day trajectory

+7.2k · 30d

2026-07-162026-10-13

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%82

Star accelerationest.15%28

Fork velocityest.10%77

Contributor growthest.10%71

Issue activity growthest.10%48

PR activity growthest.10%47

External mention velocityest.10%10

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%97

Release cadenceest.15%77

PR responsivenessest.15%66

Issue responsivenessest.15%72

Contributor diversityest.10%94

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%98

License clarity20%92

Maintenance status25%97

Dependency stalenessest.15%65

Bus factorest.15%83

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

Ecosystem influence

Dependent repositoriesest.30%95

Quality-weighted dependentsest.20%74

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