pandas 缺少X刻度标签 [英] Pandas missing x tick labels

问题描述

当我在熊猫图中添加c时，x刻度标签消失.有人知道如何将它们重新添加吗?

When I add c to a pandas plot, x tick labels disappear. Does anyone know how to add them back?

import pandas as pd

df = pd.DataFrame(
    {'mean': {0: 10,
              1: 16,
              2: 18,
              3: 22,
              4: 30},
     'size': {0: 103, 1: 2509, 2: 41939, 3: 145997, 4: 143530},
     'value': {0: 1.5, 1: 4.5, 2: 7.5, 3: 10.5, 4: 13.5}}
)

ax = df.plot(kind='scatter', x='value', y='mean', s=60, c='size', cmap='RdYlGn') 

试图手动添加x个刻度标签，但仍然无法正常工作.

Tried to manually add x tick labels, but still not working.

ax.set_xticks(df['value'])
ax.set_xticklabels(df['value'])

推荐答案

好的，我认为这是熊猫图的错误.但是，此 SO帖子显示了以下解决方法.

Okay, I think this is a bug with pandas plot. However, this SO post shows the following workaround.

import pandas as pd
import matplotlib.pyplot as plt

df = pd.DataFrame(
    {'mean': {0: 10,
              1: 16,
              2: 18,
              3: 22,
              4: 30},
     'size': {0: 103, 1: 2509, 2: 41939, 3: 145997, 4: 143530},
     'value': {0: 1.5, 1: 4.5, 2: 7.5, 3: 10.5, 4: 13.5}}
)
fig, ax = plt.subplots()
df.plot(kind='scatter', x='value', y='mean', s=60, c='size', cmap='RdYlGn', ax=ax) 

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