[英]Scatter plot with subplot in seaborn
I am new to python visualizations.我是 Python 可视化的新手。 I am trying to use draw two scatter plots side by side using the follow code, but couldn't.
我正在尝试使用以下代码并排绘制两个散点图,但不能。
Also, can someone please provide me some good tutorials for seaborn/matplotlib.另外,有人可以为我提供一些关于 seaborn/matplotlib 的好教程。 I peaked into their documentation and its daunting
我深入研究了他们的文档及其令人生畏的
plt.figure(figsize = (16, 12))
ax = plt.subplot(1,2,1)
sns.relplot(x="total_bill", y="tip", data=tips, ax= ax);
ax = plt.subplot(1,2,2)
sns.scatterplot(x="total_bill", y="tip", data=tips);
I get two plots, one above the another.我得到两个地块,一个在另一个之上。 The first plot is of good size, but the second plot below is not of the size as first and has very small x axis length
第一个图的大小很好,但下面的第二个图没有第一个图的大小,并且 x 轴长度非常小
You didn't specify the ax
parameter properly.您没有正确指定
ax
参数。 Give this a try:试试这个:
fig, (ax1,ax2) = plt.subplots(1,2, figsize=(16,6))
ax1.set_title('Latitute')
sns.scatterplot(x='price', y='lat', data=df, ax=ax1)
ax2.set_title('Longitude')
sns.scatterplot(x='price', y='long', data=df, ax=ax2)
You seemed to have left out your second ax
parameter.您似乎遗漏了第二个
ax
参数。 Try:尝试:
plt.figure(figsize = (16, 12))
ax = plt.subplot(1,2,1)
sns.relplot(x="total_bill", y="tip", data=tips, ax= ax);
ax = plt.subplot(1,2,2)
sns.scatterplot(x="total_bill", y="tip", data=tips, ax= ax);
#Somthing like this should work
import numpy as np
import matplotlib.pyplot as plt
x1 = [1, 2, 3, 4, 5]
x2 = [1, 2, 3, 4, 5]
y1 = [1, 8, 27, 36, 125]
y2 = [1, 4, 9, 16, 25]
fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(5, 3))
axes[0].plot(x1, y1)
axes[1].plot(x2, y2)
fig.tight_layout()
plt.show()
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