[英]Plot two Histograms with Matplotlib and Python
我有兩個數字列表:
list_1 = [1,2,3,4,5,1,2,3,4,5,6,3,4,5,1,3,4,5,4,5,6,8,9,12,3,3,3,4,3,4,5,6,5,6,7,8,9,5,3,2,4,5,2,3,4,11,13,4,5,3,5,6,7,11,13,3,4,5,4,5]
list_2 = [4,5,6,7,8,9,4,5,6,7,8,9,5,6,7,8,9,6,7,8,9,12,15,16,11,12,7,8,9,7,8,9,5,6,7,8,9,7,8,9,8,9,11,10,12,16,7,8,9,10,10,8,9,8,9,10,10,10,15,16,19]
我想用 Python 和 Matplotlib 繪制兩個直方圖,以便得到如下結果:
我需要線直方圖,但我不知道如何繪制它。 我知道如何制作條形直方圖,但我想要線條直方圖,以便我可以看到這兩個直方圖的交集。
plt.hist(list_1, bins = 10)
plt.hist(list_2, bins = 10)
plt.show()
Seaborn圖書館可以幫助您:
import matplotlib.pyplot as plt
import seaborn as sns
# Your Data
list_1 = [1,2,3,4,5,1,2,3,4,5,6,3,4,5,1,3,4,5,4,5,6,8,9,12,3,3,3,4,3,4,5,6,5,6,7,8,9,5,3,2,4,5,2,3,4,11,13,4,5,3,5,6,7,11,13,3,4,5,4,5]
list_2 = [4,5,6,7,8,9,4,5,6,7,8,9,5,6,7,8,9,6,7,8,9,12,15,16,11,12,7,8,9,7,8,9,5,6,7,8,9,7,8,9,8,9,11,10,12,16,7,8,9,10,10,8,9,8,9,10,10,10,15,16,19]
# Creating a displot
fig = plt.figure(figsize=(15,5))
ax = fig.add_subplot(111)
sns.distplot(list_1, kde=True, ax = ax, hist=False, bins = 10)
sns.distplot(list_2, kde=True, ax = ax, hist=False, bins = 10)
plt.show()
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