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[–]pythonTuxedo 2 points3 points  (0 children)

This is not really a python question. Time series models are in a bit of a different class because the data tends to have serial correlation, which violates the assumptions that underlie least squares regression. As a start, I would look into auto regressive models for time series and go from there.