langchain-ai/langgraph-101 — GitHub trend

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FINDING #9059 · UNIT ID 860481489

langchain-ai/langgraph-101

Learn about the fundamentals of LangGraph through a series of notebooks

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000168

ENGAGEMENT0.43

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.00

ACCEL

+0.04

RETENTION

41.7%

PEAK 2026-08-24 · FORK-RETENTION 0.0% · 14 STARS / WINDOW

Author Audience

AUDIENCE

119,242

FOLLOWERS

22,018

OWNER ★

376,030

Engagement Signals

FORKS

146

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 14 / 14 (DIVERSITY 1.00)

Why This Is A Finding

langchain-ai/langgraph-101 собрал 14 звёзд за окно, тогда как у автора всего 22,018 подписчиков — эффективная аудитория ≈ 119,242. Это даёт surprise-индекс 0.0000168 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 7% OF 9755 FINDINGS

#249Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.0676 #252gmonce/scikit-learn-book[ JUPYTER NOTEBOOK ]0.066 #291xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.047 #409gothmania/pytutor[ JUPYTER NOTEBOOK ]0.0381 #433raiyanyahya/how-to-train-your-gpt[ JUPYTER NOTEBOOK ]0.0362

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 7%

VELOCITY2.003.71-1.71ABOVE 21%

RETENTION41.7%37.5%+4.2 PPABOVE 56%

FORKS14690+56ABOVE 62%

SURPRISE0.000.01-0.01ABOVE 2%