Python has some powerful methods for interpolating and fitting curves to data. This is a brief introduction. The link above has code examples showing how to do this. You can download the example code and modify it to suit your needs.
Some screenshots from the link above are below.
Cubic Spline Interpolation
2-D Interpolation
Curve fitting to arbitrary functions
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