df:
a | b | c | d | q3 - q1 from (a,b,c,d)
1 | 2 | 3 | 4 | result
5 | 6 | 2 | 7 | result
Can someone help me with this result?
(q -> quartile)
CodePudding user response:
The quartile is the 25 % quantile, so you can use the quantile function along the columns axis:
import pandas as pd
df = pd.DataFrame({'a': [1,5], 'b': [2,6], 'c': [3,2], 'd': [4,7]})
df['q3-q1'] = df.quantile(.75, axis=1) - df.quantile(.25, axis=1)
Result:
a b c d q3-q1
0 1 2 3 4 1.5
1 5 6 2 7 2.0