{
  "id": 17237465,
  "title": "Google Trends in Python Without the 429s: Momentum, Breakouts and a Weekly Trend Alert",
  "url": "https://urgent.news/2026/10/30/google-trends-in-python-without-the-429s-momentum-breakouts-and-a",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-30T14:37:47.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/steadyscrape/google-trends-in-python-without-the-429s-momentum-breakouts-and-a-weekly-trend-alert-1omp"
  },
  "original_language": "en",
  "account": null,
  "summary": "Google Trends is a valuable free dataset that shows the popularity of search terms over time, but it can be difficult to use from code due to HTTP 429 errors from libraries like pytrends. This article covers how to effectively use Trends data, including understanding what the values mean, turning raw series into signals, and reliably obtaining the data using the Google Trends API.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}