from biokit import viz
%pylab inline
Populating the interactive namespace from numpy and matplotlib
from biokit.viz import anova
import pandas as pd
X = random.random(100)
df = pd.DataFrame({'A':X, 'B': X + X/10,
'C': X + random.random(100),
'D': X + random.random(100)})
an = anova.ANOVA(df)
an.imshow_anova_pairs()
A | B | C | D | |
---|---|---|---|---|
A | 1.000000e+00 | 2.276745e-01 | 2.641227e-23 | 4.452266e-19 |
B | 2.276745e-01 | 1.000000e+00 | 4.970184e-19 | 2.411152e-15 |
C | 2.641227e-23 | 4.970184e-19 | 1.000000e+00 | 4.233366e-01 |
D | 4.452266e-19 | 2.411152e-15 | 4.233366e-01 | 1.000000e+00 |