我正在尝试可视化名称共现矩阵。这个版本可以用:
import pandas as pd
import numpy as np
import string
import matplotlib.pyplot as plt
n = 10
names = ['Long Name ' + suffix for suffix in string.ascii_uppercase[:n]]
df = pd.DataFrame(np.random.randint(0, 100, size=(n,n)),
columns=names, index=names)
fig = plt.figure()
ax = plt.gca()
im = ax.matshow(df, interpolation='none')
fig.colorbar(im)
ax.set_xticks(np.arange(n))
ax.set_xticklabels(names)
ax.set_yticks(np.arange(n))
ax.set_yticklabels(names)
ax.xaxis.set_ticks_position("bottom")
plt.setp(ax.get_xticklabels(), rotation=45,
ha="right", rotation_mode="anchor")
for (i,j), z in np.ndenumerate(df):
if z != 0:
ax.text(j, i, str(z), ha="center", va="center")
ax.set_title("Name Co-Occurrences")
fig.tight_layout()
plt.show()
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问题在于我拥有的实际矩阵相当大,因此我想在顶部和底部同时显示名称。我试图通过使用这样做twiny:
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