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SeleniumHQ/selenium

Coolingrank #61

A browser automation framework and ecosystem.

34.5k+31 · 7d 8.7k 269est. Apache-2.0Javapushed 2m ago
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Composite

68

conf 65%

Momentum

41

conf 60%

Vitality (PVI)

83

conf 67%

Community

68

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

53

conf 60%

Breakout · 7d

11%

conf 71%

Executive summary

selenium is currently classified as cooling with a composite score of 68/100. Momentum (41) and vitality (83) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 31 stars against a 34.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 11%.

Video breakdown

@gptaiclips on YouTube
This 25K-Star Python Library Replaces BeautifulSoup, Scrapy & Selenium #shortsThis 25K-Star Python Library Replaces BeautifulSoup, Scrapy & Selenium #shorts5mo ago

90-day trajectory

+195 · 30d
2026-07-112026-10-08

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%42
Star accelerationest.15%34
Fork velocityest.10%30
Contributor growthest.10%67
Issue activity growthest.10%46
PR activity growthest.10%64
External mention velocityest.10%1
Release event impactest.5%60
Trending-rank persistenceest.5%38

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%93
PR responsivenessest.15%94
Issue responsivenessest.15%52
Contributor diversityest.10%90
Maintainer continuityest.10%80
Documentation qualityest.5%86
Dependency freshnessest.5%52
Security hygieneest.5%60

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

Security & maintenance

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

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

Ecosystem influence

Dependent repositoriesest.30%95
Quality-weighted dependentsest.20%71
Documentation citationsest.15%46
Contributor overlapest.15%57
Registry adoptionest.10%32
Topic centralityest.10%100

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