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

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FINDING #5427 · 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

SURPRISE0.000111

ENGAGEMENT0.00788

FRESHNESS1.35

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

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

34% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.91

ACCEL

+0.00

RETENTION

15.7%

PEAK 2026-01-23 · FORK-RETENTION 0.0% · 524 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 524 / 524 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-handle-amazon-captcha собрал 524 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000111 (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 9% OF 5944 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 9%

VELOCITY2.913.29-0.38ABOVE 44%

RETENTION15.7%11.3%+4.4 PPABOVE 62%

FORKS399-96ABOVE 1%

SURPRISE0.000.01-0.01ABOVE 5%