Suggestion: in "First look at our dataset" add a "adult_census.head()"

Hi,
In the 4th code entry you re-create the adult_census dataset.
This dataset contains exactly the same data than the first one but you have reordered the columns. For some student it s perhaps not obvious but if you add a adult_census.head() at the end of this entry everyone will be able to see it :wink: .

Btw changing the order of columns has no effect of the following analysis so why do it?

Yep we could add a new overview at this point.

Btw changing the order of columns has no effect of the following analysis so why do it?

I assume that it was to emphasize the three types of data (i.e numerical, categorical, target) that are selected. It makes it explicit.

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