Answers for "how to create a new column in a pandas dataset"

33

pandas create new column

#using the insert function:
df.insert(location, column_name, list_of_values) 
#example
df.insert(0, 'new_column', ['a','b','c'])
#explanation:
#put "new_column" as first column of the dataframe
#and puts 'a','b' and 'c' as values

#using array-like access:
df['new_column_name'] = value

#df stands for dataframe
Posted by: Guest on March-18-2020
0

How to Create new dataframe columns from existing column

new_df = df.filter(like='n_') 
           .replace(0., np.inf) 
           .apply(lambda x: sorted(x), axis=1, result_type='expand') 
           .replace(np.inf, 0.0)

new_df.columns = ['new_1', 'new_2', 'new_3']

out = pd.concat([df, new_df], axis=1)
Posted by: Guest on September-22-2021

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