[英]How to display all the xticks when using pandas.DataFrame.plot()?
I'm struggling to get all the ticks in the horizontal axis when plotting a pandas dataframe.在绘制 pandas dataframe 时,我正在努力获得水平轴上的所有刻度。 This is my MWE:
这是我的 MWE:
import pandas as pd
letters = 'ABCDEFGHIJKL'
data = [{'Letter': letter, 'Number': number}
for number, letter in enumerate(letters)]
df = pd.DataFrame(data)
df.set_index('Letter', inplace=True)
The dataframe looks like this: dataframe 看起来像这样:
In [484]: df
Out[484]:
Number
Letter
A 0
B 1
C 2
D 3
E 4
F 5
G 6
H 7
I 8
J 9
K 10
L 11
When I plot the dataframe only half of the xticks are displayed:当我 plot dataframe 只显示一半的 xticks 时:
df.plot(kind='line', use_index=True)
How can I get all the xticks (from A
through L
)?我怎样才能得到所有的 xticks(从
A
到L
)?
In order to force ticks you need to explicitly set xticks
and xtickslabels
为了强制刻度,您需要显式设置
xticks
和xtickslabels
ax = df.plot(kind='line', use_index=True)
ax.set_xticks(range(len(df.index)))
ax.set_xticklabels(df.index)
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