eBook - ePub

The Data Visualization Workshop

Name: The Data Visualization Workshop
ISBN: 9781800568112

Mario Dobler,

Tim Großmann,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

The Data Visualization Workshop

Mario Dobler,

Tim Großmann,

About this book

Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey Features• 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 companiesBook DescriptionDo 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.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 MatplotlibWho this book is forThe 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.

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Yes, you can access The Data Visualization Workshop by Mario Dobler, Tim Großmann in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming in Python. We have over one million books available in our catalogue for you to explore.