Basic analysis of data stored into a df. df -- df of data. return -- df with the basic statistics.
from pandas import concat, DataFrame
## basic analysis of data stored into a df
def dfanalysis(df:'dataframe')->'dataframe':
"""
Basic analysis of data stored into a df.
df -- df of data.
return -- df with the basic statistics.
"""
return concat([df.describe().transpose(),
DataFrame(df.isnull().sum(),columns=['nnull']),
DataFrame(df.dtypes,columns=['dtypes'])],axis=1)