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Detecting similar columns across multiple files based on statistical profile

Time:10-11

I'm attempting to clean up a set of old files that contain sensor data measurements. Many of the files don't have headers, and the format (column ordering, etc.) is inconsistent. I'm thinking the best that I can do in these cases is to match statistical profiles of the columns to data from files that do have good headers. This seems like it should be simple using something like enter image description here

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