Scraping Scientific Data: Climate Datasets, NASA APIs, and NOAA

Scraping Scientific Data: Climate Datasets, NASA APIs, and NOAA Scientific data is increasingly open and accessible. NASA, NOAA, and other agencies provide APIs and datasets that you can programmatically access for research, visualization, or building climate-aware applications. NASA APIs NASA offers over 30 free APIs. No scraping needed — just an API key: pip install requests pandas matplotlib Astronomy Picture of the Day import requests NASA_KEY = " DEMO_KEY " # Get your own at api.nasa.gov def get_apod ( date = None ): url = " https://api.nasa.gov/planetary/apod " params = { " api_key " : NASA_KEY } if date : params [ " date " ] = date response = requests . get ( url , params = params ) data = response . json () return { " title " : data [ " title " ], " date " : data [ " date " ], " explanation " : data [ " explanation " ], " image_url " : data . get ( " hdurl " , data . get ( " url " )) } apod = get_apod () print ( f " { apod [ ' title ' ] } \n { apod [ ' explanation ' ][ : 200 ]