from highcharts import Highchart # A chart is the container that your data will be rendered in, it can (obviously) support multiple data series within it. chart = Highchart () # Adding a series requires at minimum an array of data points. Matplotlib is a Python module that lets you plot all kinds of charts. Bar charts is one of the type of charts it can be plot. There are many different variations of bar charts. Related course: Matplotlib Examples and Video Course. Example Bar chart. The method bar() creates a bar chart. So how do you use it? The program below creates a bar chart. Python has excellent libraries for data visualization. A combination of Pandas, numpy and matplotlib can help in creating in nearly all types of visualizations charts. In this chapter we will get started with looking at some simple chart and the various properties of the chart.