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apache/spark

Establishedrank #106

Apache Spark - A unified analytics engine for large-scale data processing

44.4k+68 · 7d 29.5k 506est. Apache-2.0Scalapushed 1h ago
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Composite

70

conf 65%

Momentum

54

conf 60%

Vitality (PVI)

76

conf 67%

Community

69

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

71

conf 60%

Opportunity

67

conf 60%

Breakout · 7d

45%

conf 71%

Executive summary

spark is currently classified as established with a composite score of 70/100. Momentum (54) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 68 stars against a 44.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 45%.

Video breakdown

@gptaiclips on YouTube
OpenClaw v4.23 JUST DROPPED: GPT-5.5, Image Gen, 25 Security Patches (364K stars) #ShortsOpenClaw v4.23 JUST DROPPED: GPT-5.5, Image Gen, 25 Security Patches (364K stars) #Shorts6mo ago

90-day trajectory

+292 · 30d
2026-07-312026-10-28

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%51
Star accelerationest.15%50
Fork velocityest.10%40
Contributor growthest.10%72
Issue activity growthest.10%86
PR activity growthest.10%73
External mention velocityest.10%1
Release event impactest.5%84
Trending-rank persistenceest.5%49

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%83
PR responsivenessest.15%74
Issue responsivenessest.15%50
Contributor diversityest.10%100
Maintainer continuityest.10%75
Documentation qualityest.5%61
Dependency freshnessest.5%46
Security hygieneest.5%36

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%55
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%84
Documentation citationsest.15%37
Contributor overlapest.15%39
Registry adoptionest.10%26
Topic centralityest.10%100

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