Reputation: 8271
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.
Upvotes: 5
Views: 709
Reputation: 8162
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...
See this link for more...
Upvotes: 0