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I'm trying to Alteryx(inteded to be used as a verb) a data set that automatically linear extrapolates and interpolates values. For example, see the picture below. The goal is to have values set starting at 5000 and increment by 1000 for every row. Notice how 8000/10,000/11,000/15,000/16,000/17,000 is missing.
Step 1: Decide a max value and increment and insert missing values.
Step 2: Interpolate the missing Factors and if max is greater than what is in the data set, linear extrapolate those Factors. (I think a simple linear regression model will do this part).
The result should look something like the below:
Data workflow with examples above attached. Thank you to anyone who can help.