/Python/Np.select with multiple conditions

Np.select with multiple conditions

conditions = [
    df['gender'].eq('male') & df['pet1'].eq(df['pet2']),
    df['gender'].eq('female') & df['pet1'].isin(['cat', 'dog'])
]

choices = [5,5]

df['points'] = np.select(conditions, choices, default=0)

print(df)
     gender      pet1      pet2  points
0      male       dog       dog       5
1      male       cat       cat       5
2      male       dog       cat       0
3    female       cat  squirrel       5
4    female       dog       dog       5
5    female  squirrel       cat       0
6  squirrel       dog       cat       0

Source: stackoverflow.com

Similar codes

0 vote163 views1 answer
Pandas group by concat
Python
3 votes136 views2 answers
Getting text input pygame python
Python
10 votes142 views1 answer
Enumerate zip python
Python
-1 vote142 views1 answer
Magic line not found jupyter notebook
Python
0 vote144 views2 answers
Bar plot group by pandas
Python
0 vote141 views1 answer
Multiple delimiters pandas
Python
0 vote148 views1 answer
String remove ,replace, length in python
Python
2 votes140 views3 answers
0 1 1 2 3 5 in python
Python
1 vote147 views1 answer
Python create a matrix with one in diagonal
Python
0 vote146 views1 answer
How to load .mat file and convert it to .csv file?
Python