The Data Visualization Workshop: A self-paced, practical approach to transforming your complex data into compelling, captivating graphics

Mario Döbler

Tim Großmann

€36.99

4 (1 Ratings)

Paperback Jul 2020 536 pages 1st Edition

Mario Döbler

Tim Großmann

€36.99

4 (1 Ratings)

Paperback Jul 2020 536 pages 1st Edition

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Key benefits

Discover the essential tools and methods of data visualization
Learn to use standard Python plotting libraries such as Matplotlib and Seaborn
Gain insights into the visualization techniques of big companies

Description

Do you want to transform data into captivating images? Do you want to make it easy for your audience to process and understand the patterns, trends, and relationships hidden within your data? The Data Visualization Workshop will guide you through the world of data visualization and help you to unlock simple secrets for transforming data into meaningful visuals with the help of exciting exercises and activities. Starting with an introduction to data visualization, this book shows you how to first prepare raw data for visualization using NumPy and pandas operations. As you progress, you’ll use plotting techniques, such as comparison and distribution, to identify relationships and similarities between datasets. You’ll then work through practical exercises to simplify the process of creating visualizations using Python plotting libraries such as Matplotlib and Seaborn. If you’ve ever wondered how popular companies like Uber and Airbnb use geoplotlib for geographical visualizations, this book has got you covered, helping you analyze and understand the process effectively. Finally, you’ll use the Bokeh library to create dynamic visualizations that can be integrated into any web page. By the end of this workshop, you’ll have learned how to present engaging mission-critical insights by creating impactful visualizations with real-world data.

Who is this book for?

The Data Visualization Workshop is for beginners who want to learn data visualization, as well as developers and data scientists who are looking to enrich their practical data science skills. Prior knowledge of data analytics, data science, and visualization is not mandatory. Knowledge of Python basics and high-school-level math will help you grasp the concepts covered in this data visualization book more quickly and effectively.

What you will learn

Understand the importance of data visualization in data science
Implement NumPy and pandas operations on real-life datasets
Create captivating data visualizations using plotting libraries
Use advanced techniques to plot geospatial data on a map
Integrate interactive visualizations to a webpage
Visualize stock prices with Bokeh and analyze Airbnb data with Matplotlib

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Aishwarya Srinivasan Oct 28, 2020

I am a Data Scientist, and as much as modeling is important, data visualization is very crucial too. It is very important to communicate a story through the data. I have been working with various open source visualization tools, and mostly find myself looking at the documentation to understand the use. After giving a read to "The Data Visualization Workshop by Mario and Tim, I have got a sense of instantaneously knowing which plot with be the best to choose for a particular type of data. This book is an excellent resource to have if you are a Data Scientist and want to leverage the power of data visualization at work.

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The Data Visualization Workshop: A self-paced, practical approach to transforming your complex data into compelling, captivating graphics

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