Complete Guide to Data Visualization with Python

Albert Sanchez Lafuente
Towards Data Science
12 min readFeb 29, 2020

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Let’s see the main libraries for data visualization with Python and all the types of charts that can be done with them. We will also see which library is recommended to use on each occasion and the unique capabilities of each library.

We will start with the most basic visualization that is looking at the data directly, then we will move on to plotting charts and finally, we will make interactive charts.

Datasets

We will work with two datasets that will adapt to the visualizations we show in…

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Industrial Engineer and Data Scientist. Passionate about building things. Love going to hackathons.