bpd.DataFrame.describe¶

DataFrame.describe()[source]¶

Generate descriptive statistics.

Statistics summarize the central tendency, dispersion and shape of a dataset’s distribution, excluding NaN values.

Analyzes both numeric and object series, as well as DataFrame column sets of mixed data types.

Parameters:	None –
Returns:	descr – Summary statistics of the Dataframe provided.
Return type:	DataFrame

Examples

>>> df = bpd.DataFrame().assign(A=[0, 10, 20],
...                             B=[1, 2, 3])
>>> df.describe()
          A    B
count   3.0  3.0
mean   10.0  2.0
std    10.0  1.0
min     0.0  1.0
25%     5.0  1.5
50%    10.0  2.0
75%    15.0  2.5
max    20.0  3.0