[英]How add plot to subplot matplotlib
我有這樣的情節
fig = plt.figure()
desire_salary = (df[(df['inc'] <= int(salary_people))])
print desire_salary
# Create the pivot_table
result = desire_salary.pivot_table('city', 'cult', aggfunc='count')
# plot it in a separate step. this returns the matplotlib axes
ax = result.plot(kind='bar', alpha=0.75, rot=0, label="Presence / Absence of cultural centre")
ax.set_xlabel("Cultural centre")
ax.set_ylabel("Frequency")
ax.set_title('The relationship between the wage level and the presence of the cultural center')
plt.show()
我想將此添加到subplot
。 我嘗試
fig, ax = plt.subplots(2, 3)
...
ax = result.add_subplot()
但返回AttributeError:“系列”對象沒有屬性“ add_subplot”。 如何檢查此錯誤?
matplotlib.pyplot
具有當前圖形和當前軸的概念。 所有繪圖命令均適用於當前軸。
import matplotlib.pyplot as plt
fig, axarr = plt.subplots(2, 3) # 6 axes, returned as a 2-d array
#1 The first subplot
plt.sca(axarr[0, 0]) # set the current axes instance to the top left
# plot your data
result.plot(kind='bar', alpha=0.75, rot=0, label="Presence / Absence of cultural centre")
#2 The second subplot
plt.sca(axarr[0, 1]) # set the current axes instance
# plot your data
#3 The third subplot
plt.sca(axarr[0, 2]) # set the current axes instance
# plot your data
演示:
源代碼,
import matplotlib.pyplot as plt
fig, axarr = plt.subplots(2, 3, sharex=True, sharey=True) # 6 axes, returned as a 2-d array
for i in range(2):
for j in range(3):
plt.sca(axarr[i, j]) # set the current axes instance
axarr[i, j].plot(i, j, 'ro', markersize=10) # plot
axarr[i, j].set_xlabel(str(tuple([i, j]))) # set x label
axarr[i, j].get_xaxis().set_ticks([]) # hidden x axis text
axarr[i, j].get_yaxis().set_ticks([]) # hidden y axis text
plt.show()
result
為pandas.Series類型,沒有add_subplot()
方法。
使用fig.add_subplot(...)
代替
這是一個示例 (使用seaborn模塊):
labels = df.columns.values
fig, axes = plt.subplots(nrows = 3, ncols = 4, gridspec_kw = dict(hspace=0.3),figsize=(12,9), sharex = True, sharey=True)
targets = zip(labels, axes.flatten())
for i, (col,ax) in enumerate(targets):
sns.boxplot(data=df, ax=ax, color='green', x=df.index.month, y=col)
您可以使用熊貓圖代替seaborn
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