langchain-ai/langgraph-101 — GitHub trend

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FINDING #6514 · 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

SURPRISE0.0000201

ENGAGEMENT0.20

FRESHNESS1.00

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

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

3% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.29

ACCEL

+0.21

RETENTION

75.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 16 STARS / WINDOW

Author Audience

AUDIENCE

113,560

FOLLOWERS

20,903

OWNER ★

358,771

Engagement Signals

FORKS

123

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)

Why This Is A Finding

langchain-ai/langgraph-101 собрал 16 звёзд за окно, тогда как у автора всего 20,903 подписчиков — эффективная аудитория ≈ 113,560. Это даёт surprise-индекс 0.0000201 (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 5% OF 6892 FINDINGS

#754Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.014 #1111adrida/tracer[ JUPYTER NOTEBOOK ]0.00948 #1229Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00847 #1378CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00759 #1596lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.00636

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 5%

VELOCITY2.294.14-1.86ABOVE 26%

RETENTION75.0%40.6%+34.4 PPABOVE 90%

FORKS12389+34ABOVE 59%

SURPRISE0.000.01-0.01ABOVE 2%