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ZhuLinsen/daily_stock_analysis

Breakoutrank #8

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

61.6k+8.2k · 7d 52.1k 712est. MITPythonpushed 4h ago
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Composite

77

conf 65%

Momentum

82

conf 60%

Vitality (PVI)

76

conf 67%

Community

62

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

74

conf 60%

Opportunity

65

conf 60%

Breakout · 7d

78%

conf 71%

Executive summary

daily_stock_analysis is currently classified as breakout with a composite score of 77/100. Momentum (82) and vitality (76) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 8,181 stars against a 61.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 78%.

90-day trajectory

+32.4k · 30d
2026-05-132026-08-10

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%100
Star accelerationest.15%54
Fork velocityest.10%100
Contributor growthest.10%100
Issue activity growthest.10%56
PR activity growthest.10%59
External mention velocityest.10%100
Release event impactest.5%78
Trending-rank persistenceest.5%59

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%72
PR responsivenessest.15%73
Issue responsivenessest.15%70
Contributor diversityest.10%100
Maintainer continuityest.10%48
Documentation qualityest.5%79
Dependency freshnessest.5%68
Security hygieneest.5%42

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%58
Bus factorest.15%77

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%74
Documentation citationsest.15%55
Contributor overlapest.15%51
Registry adoptionest.10%29
Topic centralityest.10%100

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