{"id":22455,"date":"2018-07-26T03:05:56","date_gmt":"2018-07-26T03:05:56","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=22455"},"modified":"2026-04-29T13:01:38","modified_gmt":"2026-04-29T07:31:38","slug":"python-scatter-plot","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/python-scatter-plot\/","title":{"rendered":"Create Python Scatter Plot & Python BoxPlot using Matplotlib"},"content":{"rendered":"

Data can be messy, but today we\u2019re learning how to clean it up visually.<\/p>\n

We have already explored 3D visuals, but today we\u2019re getting back to learning something interesting and important. We\u2019ll show you how to use Matplotlib to build clean, professional Scatter Plots and Box Plots. These are the most common charts you\u2019ll see in the real world because it makes them easy to read.<\/p>\n

In our Last tutorial, we discussed Python Charts – Bubble & 3D Charts<\/strong><\/a>. Today, we will talk about Python Scatter Plot. In addition, we will learn how to draw a Scatter Plot in Python Programming<\/strong><\/a>. Moreover, we will cover how to create a Python Box Plot using Matplotlib<\/strong><\/a>.<\/p>\n

Let\u2019s begin the\u00a0Python Scatter Plot.<\/p>\n

How to Create a Python Box Plot Using Matplotlib?<\/h3>\n

Python box plot tells us how distributed a dataset is. Another use is to analyze how distributed data is across datasets. Such a plot creates a box-and-whisker plot and summarizes many different numeric variables<\/a><\/strong>. Let\u2019s first take an example so we can explain its structure better.<\/p>\n

>>> import matplotlib.pyplot as plt\r\n>>> np.random.seed(10)\r\n>>> one=np.random.normal(100,10,200)\r\n>>> two=np.random.normal(80, 30, 200)\r\n>>> three=np.random.normal(90, 20, 200)\r\n>>> four=np.random.normal(70, 25, 200)\r\n>>> to_plot=[one,two,three,four]\r\n>>> fig=plt.figure(1,figsize=(9,6))\r\n>>> ax=fig.add_subplot(111)\r\n>>> bp=ax.boxplot(to_plot)\r\n>>> fig.savefig('boxplot.png',bbox_inches='tight')<\/pre>\n
Top 35 Python Interview Questions and Answer<\/a><\/strong>
\nThis saves the following figure-<\/p>\n
\"Draw<\/a>
Creating Python BoxPlot (Using Matplotlib)<\/p><\/div>\n
Structure-<\/strong><\/p>\n