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How to scrape weather data from multiple sources and aggregate it?
Use publicly available weather APIs like OpenWeatherMap, WeatherAPI, or even government-run APIs to pull data instead of scraping.
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3 Replies
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If scraping is your only option, use BeautifulSoup to extract weather data from multiple websites and merge the data into a structured format.
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Set up scheduled scrapes to gather new data at regular intervals, then use Python’s Pandas library to analyze and aggregate it.
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Use geolocation APIs to pull weather data for specific regions and combine it with scraped data for accuracy.
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