Pandas bins dummy

df['ageD'], bins = pd.qcut(df.iloc[:, 0], 2, retbins=True)
left = (df["age"].values <= bins[:,None]).T.astype(int)
dl = pd.DataFrame(left, columns=["(-inf, {}]".format(b) for b in bins])
dr = pd.DataFrame(1-left, columns=["({}, +inf)".format(b) for b in bins])
dout = pd.concat([pd.get_dummies(df), dl, dr], axis=1)

Source: stackoverflow.com

Pandas bins dummy

>>> dout
   age  ageD_[5, 30]  ageD_(30, 70]  (-inf, 5]  (-inf, 30]  (-inf, 70]  (5, +inf)  (30, +inf)  (70, +inf)
0    5             1              0          1           1           1          0           0           0
1   23             1              0          0           1           1          1           0           0
2   43             0              1          0           0           1          1           1           0
3   70             0              1          0           0           1          1           1           0
4   30             1              0          0           1           1          1           0           0

Source: stackoverflow.com

Similar codes

0 vote96 views1 answer
Récupérer l'extension d'un fichier en python
Python
1 vote104 views1 answer
Remove the Unnamed column in pandas
Python
0 vote102 views1 answer
Python strong type
Python
0 vote95 views1 answer
Exec inside def is not working in python
Python
0 vote95 views1 answer
Python mark function as no return
Python
0 vote92 views1 answer
Python draw polygon
Python
0 vote115 views1 answer
Spooling in os
Python
0 vote104 views1 answer
Python 123 + 0.00
Python
1 vote92 views1 answer
How to find range of dates in between two dates unsing python
Python
-1 vote99 views1 answer
Car python program
Python