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

FINDING #5787 · UNIT ID 838876627

oxylabs/how-to-scrape-google-trends

Learn step-by-step how to scrape Google Trends data and make a result comparison using Python and Oxylabs SERP API. Extract keywords, their popularity, breakdown by region, related queries, and more.

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

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000163

ENGAGEMENT0.0252

FRESHNESS1.41

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

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

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.27

ACCEL

+0.04

RETENTION

57.1%

PEAK 2026-07-11 · FORK-RETENTION 0.0% · 128 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 128 / 128 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-scrape-google-trends собрал 128 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000163 (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 8% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY4.274.23+0.03ABOVE 50%

RETENTION57.1%29.4%+27.7 PPABOVE 92%

FORKS1792-75ABOVE 14%

SURPRISE0.000.01-0.01ABOVE 6%