{
  "id": 17207854,
  "title": "Google Trends US data was distorted for 15 weeks in 2026: how to spot it and fix your numbers",
  "url": "https://urgent.news/2026/10/30/google-trends-us-data-was-distorted-for-15-weeks-in-2026-how-to-spot",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-30T09:57:20.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/veridata/google-trends-us-data-was-distorted-for-15-weeks-in-2026-how-to-spot-it-and-fix-your-numbers-4loh"
  },
  "original_language": "en",
  "account": "Google Trends data for various shopping searches, including standing desks, headphones, and mechanical keyboards, exhibit strange fluctuations in spring 2026. These irregularities greatly affect common metrics like seasonality, trend direction, and regional popularity. The hump in the data causes unrelated searches to surge simultaneously, leading to inflated or deflated momentum and skewed top regions. To verify the integrity of your own data, compare your keyword with two unrelated ones. If they all experience simultaneous growth and decline during spring 2026, consider those weeks unreliable for your keyword as well. Additionally, check a low-population state like Wyoming for your keyword, as it will reveal zeros if the data is distorted. Reassess any seasonal or trend-based calculations without including those weeks. For a streamlined solution, exclude the weeks from March 15 to July 5, 2026, and use data from the last 90 days for regional comparisons.",
  "summary": "If you pull US Google Trends data for almost any shopping search right now, the 5-year chart has a strange hump in spring 2026. I hit it while building a niche report and checked it before trusting a single number. Here is what it looks like, why it breaks common metrics, and a 5-minute way to check your own data. What the data shows Weekly US interest for \"standing desk\", past 5 years, as Google…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 5,
    "also_reported_by": [
      {
        "outlet": "Techmeme",
        "title": "Sources: Google, Meta, and other tech companies are resisting broad ICE demands for user data as they face future Democratic-led congressional investigations (Wall Street Journal)",
        "url": "https://urgent.news/2026/10/29/sources-google-meta-and-other-tech-companies-are-resisting-broad-ice",
        "published": "2026-10-29T20:50:03.000Z"
      },
      {
        "outlet": "The New York Times",
        "title": "Big Tech’s Data Center Blitz Is Burning Through Cash and Scaring Wall Street",
        "url": "https://urgent.news/2026/10/29/big-techs-data-center-blitz-is-burning-through-cash-and-scaring-wall",
        "published": "2026-10-29T20:53:41.000Z"
      },
      {
        "outlet": "ABC News AU",
        "title": "Finland launches criminal probe into Google data centre land clearance",
        "url": "https://urgent.news/2026/10/30/finland-launches-criminal-probe-into-google-data-centre-land-clearance",
        "published": "2026-10-30T06:31:33.000Z"
      },
      {
        "outlet": "SCMP Tech",
        "title": "Amid brutal sell-off, what comes next for Google, Amazon and other Big Tech titans?",
        "url": "https://urgent.news/2026/10/30/amid-brutal-sell-off-what-comes-next-for-google-amazon-and-other-big",
        "published": "2026-10-30T09:44:46.000Z"
      }
    ]
  },
  "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."
}