Is there a GraphLab SFrame.show() equivalent in Pandas?

Question

Graphlabs SFrame.show() display a comprehensive view of each column in the SFrame and I was wondering if there is an equivalent in Pandas?

df.describe() just doesn't provide the level of details at a glance that sf.show() does.

Answer 1

The closest thing is df.describe() as you've already pointed out. However you might be able to supplement the missing details with further call to pandas functions such as:

df['A'].value_counts() - Count the frequency of values in a column

df['A'].mean() - Compute the mean of a column

df['A'].var() - Compute the variance of a column

df['A'].std() - Compute the standard deviation of a column

df['A'].min()

df['A'].max()

df['A'].sum()

etc...

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