Signals

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plotly/plotly.py

Establishedrank #203

The interactive graphing library for Python :sparkles:

18.8k+68 · 7d 2.9k 188est. MITPythonpushed 15h 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

44%

conf 71%

Executive summary

plotly.py is currently classified as established with a composite score of 67/100. Momentum (49) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 68 stars against a 18.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 44%.

90-day trajectory

+289 · 30d

2026-07-132026-10-10

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%51

Star accelerationest.15%50

Fork velocityest.10%40

Contributor growthest.10%89

Issue activity growthest.10%56

PR activity growthest.10%44

External mention velocityest.10%3

Release event impactest.5%71

Trending-rank persistenceest.5%36

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

Project Vitality Index

Commit consistency20%98

Release cadenceest.15%86

PR responsivenessest.15%56

Issue responsivenessest.15%51

Contributor diversityest.10%84

Maintainer continuityest.10%68

Documentation qualityest.5%89

Dependency freshnessest.5%78

Security hygieneest.5%56

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

Security & maintenance

Release recency25%99

License clarity20%92

Maintenance status25%98

Dependency stalenessest.15%72

Bus factorest.15%93

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

Ecosystem influence

Dependent repositoriesest.30%85

Quality-weighted dependentsest.20%58

Documentation citationsest.15%51

Contributor overlapest.15%39

Registry adoptionest.10%28

Topic centralityest.10%100

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