oxylabs/how-to-handle-amazon-captcha — GitHub trend

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FINDING #4736 · UNIT ID 746735945

oxylabs/how-to-handle-amazon-captcha

The process of handling CAPTCHA when extracting public data from Amazon with Oxylabs Amazon Scraper API.

[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000255

ENGAGEMENT0.00788

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

6.67

ACCEL

+0.50

RETENTION

100.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 20 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-handle-amazon-captcha собрал 20 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000255 (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 6% OF 5024 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 6%

VELOCITY6.676.670.00ABOVE 49%

RETENTION100.0%46.5%+53.5 PPABOVE 96%

FORKS3116-113ABOVE 3%

SURPRISE0.000.01-0.01ABOVE 6%