Scraping 5-min weather data from Weather Underground
![](https://zperzan.github.io/projects/scrape-weather-underground/featured_hu7043283189369dab4b8a79ca9afffe05_118705_720x2500_fit_q75_h2_lanczos.webp)
Weather Undergound stores data from over 250,000 personal weather stations across the world. Unfortunately, historical data are not easy to access. It’s possible to view tables of 5-min data from a single day – see this example from a station outside Crested Butte, Colorado – but if you try to scrape the http using something like Python’s requests library, the tables appear blank.
![](https://thepythoncode.com/media/articles/weather_extractor.jpg)
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![](https://bojanstavrikj.github.io/content/page1/files/inspect-element-wunderground.png)
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![](https://zperzan.github.io/authors/admin/avatar_hu7f3da43b6ef367326652e50d4fe0d292_808671_270x270_fill_q75_lanczos_center.jpg)
Scraping 5-min weather data from Weather Underground