marimo-team/marimo — GitHub trend

FINDING #4862 · UNIT ID 678526156

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000812

ENGAGEMENT0.20

FRESHNESS1.00

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

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

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 5 STARS / WINDOW

Author Audience

AUDIENCE

6,118

FOLLOWERS

606

OWNER ★

24,531

Engagement Signals

FORKS

1,173

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 5 / 5 (DIVERSITY 1.00)

Why This Is A Finding

marimo-team/marimo собрал 5 звёзд за окно, тогда как у автора всего 606 подписчиков — эффективная аудитория ≈ 6,118. Это даёт surprise-индекс 0.000812 (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 19% OF 6024 FINDINGS

#01MDX-Tom/gpt-5.6-instruct[ PYTHON ]3.65 #04SIA-IOTechnology/Kittysploit-framework[ PYTHON ]1.92 #05William-Lu-stack/LuxyAI[ PYTHON ]1.47 #08Git-creat7/grokRegister-cpa[ PYTHON ]1.04 #10fqscfqj/Y2A-Auto[ PYTHON ]0.85

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 19%

VELOCITY5.009.00-4.00ABOVE 0%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS1,173495+678ABOVE 67%

SURPRISE0.000.00-0.00ABOVE 19%