Generation

generate functionMon, 27 Mar 2023

How to find insights from dataframe

def get_insights(df): #print out dataframe shape print(df.shape) #print out dataframe head print(df.head()) #print out dataframe info print(df.info()) #print out dataframe describe print(df.describe()) #print out dataframe columns print(df.columns) #print out dataframe unique values for col in df.columns: print(f'{col} unique values: {df[col].unique()}') #print out dataframe null values for col in df.columns: print(f'{col} null values: {df[col].isnull().sum()}')

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