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I'm working on a project that involves using linear interpolation to fit lines to lat/lng points. I'm pretty new at scientific programming related stuff, and I was wondering if people could steer me in the right direction.What is a good tutorial for linear interpolation in Python, preferably using GIS data?

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    Could you clarify what you mean by fitting lines to lat/long points? What values are you trying to predict, and are you trying to estimate values between measured locations, or just account for the geographic locations?
    – Jay Guarneri
    Commented Nov 16, 2013 at 23:16
  • A decent library can interpolate and extrapolate with the same API.
    – Vincent Alex
    Commented May 19, 2022 at 20:59

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While it doesn't mention GIS data specifically, you might try reading "Python for Data Analysis" by Wes McKinney. This is a good introduction to the premiere tools for (generic) data analysis in Python: NumPy and Pandas.

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