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a set of tools to get a quick snapshot of your data in the initial stages of data pre-processing
I wonder if it would be a good idea to have an option of showing VALUE_COUNTS ratios not including NaNs in certain circumstances; maybe if p(NaN) is above a certain threshold?
My suggestion would be to put it as an extra column, but leave the bar chart the way it is, because having big bars would be misleading.
At the top of each column, there is a NAN_COUNT, but there is no "count" (the numpy function meaning number of non-null results) anywhere. This is even important enough that I'd consider putting it in BASICS
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