Python 把整排画在熊猫身上
我有一整行的矩阵。我试着做柱状图。我试着找一些例子,但我找不到。有人能帮我吗Python 把整排画在熊猫身上,python,pandas,matplotlib,plot,Python,Pandas,Matplotlib,Plot,我有一整行的矩阵。我试着做柱状图。我试着找一些例子,但我找不到。有人能帮我吗 In [9]:Atot1 Out[9]: T G C - A C T - A G T - A G C SAMPLE 1 97 457 178 75 718
In [9]:Atot1
Out[9]:
T G C - A C T - A G T - A G C
SAMPLE
1 97 457 178 75 718 217 193 69 184 198 777 65 100 143 477
- A T G C
SAMPLE
1 54 63 43 55 47
选择行:
row = df.iloc[0]
绘制行(apandas.Series
):
比如说,
import pandas as pd
import matplotlib.pyplot as plt
d = {'columns': ['T', 'G', 'C', '-', 'A', 'C', 'T', '-', 'A', 'G', 'T',
'-', 'A', 'G', 'C', '-', 'A', 'T', 'G', 'C'],
'data': [[97, 457, 178, 75, 718, 217, 193, 69, 184, 198,
777, 65, 100, 143, 477, 54, 63, 43, 55, 47]],
'index': [1]}
df = pd.DataFrame(d['data'], columns=d['columns'], index=d['index'])
df.columns.names = ['SAMPLE']
row = df.iloc[0]
row.plot(kind='bar')
plt.show()
屈服
如果要绘制两行,以便在x轴上有类别,然后每个类别有两个条形图,如何避免它们堆叠?这是可行的,但如何将行的标签添加到图例中?如何绘制多行?
import pandas as pd
import matplotlib.pyplot as plt
d = {'columns': ['T', 'G', 'C', '-', 'A', 'C', 'T', '-', 'A', 'G', 'T',
'-', 'A', 'G', 'C', '-', 'A', 'T', 'G', 'C'],
'data': [[97, 457, 178, 75, 718, 217, 193, 69, 184, 198,
777, 65, 100, 143, 477, 54, 63, 43, 55, 47]],
'index': [1]}
df = pd.DataFrame(d['data'], columns=d['columns'], index=d['index'])
df.columns.names = ['SAMPLE']
row = df.iloc[0]
row.plot(kind='bar')
plt.show()