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

FINDING #5231 · 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

SURPRISE0.000125

ENGAGEMENT0.0252

FRESHNESS1.31

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

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

22% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.27

ACCEL

-0.01

RETENTION

4.5%

PEAK 2026-01-18 · FORK-RETENTION 0.0% · 589 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 589 / 589 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-scrape-google-trends собрал 589 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000125 (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 12% OF 5944 FINDINGS

#14adminlove520/AI-Account-Toolkit[ PYTHON ]0.0687 #29liaohch3/claude-tap[ PYTHON ]0.0532 #30Thysrael/Horizon[ PYTHON ]0.0521 #39dreamzero0/dreamzero[ PYTHON ]0.0478 #40hero8152/Infinite-Canvas[ PYTHON ]0.0471

METRICS IN CONTEXT

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

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 12%

VELOCITY3.273.29-0.02ABOVE 50%

RETENTION4.5%11.3%-6.8 PPABOVE 20%

FORKS1799-82ABOVE 6%

SURPRISE0.000.01-0.01ABOVE 6%