Regression Event

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I have a requriement

I have to perform a regression on a data set that has the following data
Age of Person at time of data collection
Date
cholesterol Level
HDL
Event which can be death etc.

Need to find out if there are any patterns in the Cholesterol Level or the HDL Levels prior to the death event.

I'm trying to do this using Jupyter Notebook. Really appreciate your help sincerely