oxylabs/how-to-scrape-google-flights — GitHub trend

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FINDING #4619 · UNIT ID 784261097

oxylabs/how-to-scrape-google-flights

Scrapes flight data from Google Flights and analyzes flight prices with Python and Oxylabs’ Google Flights API.

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

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000344

ENGAGEMENT0.0169

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

9.00

ACCEL

-3.50

RETENTION

53.8%

PEAK 2026-07-13 · FORK-RETENTION 0.0% · 27 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 27 / 27 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-scrape-google-flights собрал 27 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000344 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 8% 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 8%

VELOCITY9.006.67+2.33ABOVE 60%

RETENTION53.8%46.5%+7.4 PPABOVE 58%

FORKS8116-108ABOVE 7%

SURPRISE0.000.01-0.01ABOVE 7%