MiltonPereiraNeto/Asabeneh-30-Days-Of-Python — GitHub trend

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FINDING #8551 · UNIT ID 277944605

MiltonPereiraNeto/Asabeneh-30-Days-Of-Python

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0105

ENGAGEMENT0.73

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS

S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION

Growth Telemetry

VELOCITY /D

2.14

ACCEL

+0.25

RETENTION

40.0%

PEAK 2026-10-07 · FORK-RETENTION 40.0% · 15 STARS / WINDOW

Author Audience

AUDIENCE

165

FOLLOWERS

OWNER ★

1,206

Engagement Signals

FORKS

136

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 15 / 15 (DIVERSITY 1.00)

Why This Is A Finding

MiltonPereiraNeto/Asabeneh-30-Days-Of-Python собрал 15 звёзд за окно, тогда как у автора всего 44 подписчиков — эффективная аудитория ≈ 165. Это даёт surprise-индекс 0.0105 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 12% OF 9757 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9757 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 12%

VELOCITY2.143.57-1.43ABOVE 26%

RETENTION40.0%40.0%+0.0 PPABOVE 50%

FORKS136112+24ABOVE 55%

SURPRISE0.010.01+0.00ABOVE 57%