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

FINDING #6173 · 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

SURPRISE0.000317

ENGAGEMENT0.0252

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

8.29

ACCEL

+0.07

RETENTION

57.1%

PEAK 2026-07-11 · FORK-RETENTION 0.0% · 58 STARS / WINDOW

Author Audience

AUDIENCE

26,105

FOLLOWERS

760

OWNER ★

60,192

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 58 / 58 (DIVERSITY 1.00)

Why This Is A Finding

oxylabs/how-to-scrape-google-trends собрал 58 звёзд за окно, тогда как у автора всего 760 подписчиков — эффективная аудитория ≈ 26,105. Это даёт surprise-индекс 0.000317 (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 10% OF 6892 FINDINGS

#01MDX-Tom/gpt-5.6-instruct[ PYTHON ]0.86 #02Git-creat7/grokRegister-cpa[ PYTHON ]0.67 #04William-Lu-stack/LuxyAI[ PYTHON ]0.52 #05AlephAITech/WorkBuddyGuide[ PYTHON ]0.51 #06Cjbuilds/Codex-Orchestration[ PYTHON ]0.51

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 10%

VELOCITY8.294.14+4.14ABOVE 69%

RETENTION57.1%40.6%+16.5 PPABOVE 72%

FORKS1789-72ABOVE 15%

SURPRISE0.000.01-0.01ABOVE 8%