条形图和堆砌条形图。

import numpy as np
import pandas as pd 
import matplotlib.pyplot as plt

df = pd.DataFrame(np.random.rand(6, 4),
                   index = ['one', 'two', 'three', 'four', 'five', 'six'],
                   columns = pd.Index(['A', 'B', 'C', 'D'], name='Genus'))
df

Output :

Genus A B C D
one 0.981403 0.441834 0.081178 0.654600
two 0.295319 0.677140 0.185448 0.811627
three 0.030288 0.251568 0.284908 0.458905
four 0.420061 0.507302 0.659266 0.535509
five 0.595809 0.338925 0.078260 0.127593
six 0.629275 0.499551 0.301029 0.106009 
df.plot.bar()

1287495.jpeg

df.plot.barh(stacked=True, cmap='Set2')

456823.jpeg