certifi/python-certifi — GitHub trend

FINDING #4474 · UNIT ID 3060959

certifi/python-certifi

(Python Distribution) A carefully curated collection of Root Certificates for validating the trustworthiness of SSL certificates while verifying the identity of TLS hosts.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00331

ENGAGEMENT1.00

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.57

ACCEL

+1.04

RETENTION

0.0%

PEAK 2026-10-22 · FORK-RETENTION 0.0% · 11 STARS / WINDOW

Author Audience

AUDIENCE

435

FOLLOWERS

OWNER ★

1,514

Engagement Signals

FORKS

306

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)

Why This Is A Finding

certifi/python-certifi собрал 11 звёзд за окно, тогда как у автора всего 66 подписчиков — эффективная аудитория ≈ 435. Это даёт surprise-индекс 0.00331 (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 54% OF 9779 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9779 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 54%

VELOCITY1.573.57-2.00ABOVE 7%

RETENTION0.0%36.8%-36.8 PPABOVE 0%

FORKS306162+144ABOVE 64%

SURPRISE0.000.01-0.00ABOVE 38%