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Python for Data Visualization

Python for Data Visualization

by Rob Story

Editorial: O'Reilly Media, Incorporated
ISBN: 9781491925157
Número de páginas: 300
Formatos: pdf, ePub, mobi, fb2
Tamaño de archivo: 8 Mb
Fecha de publicación: 2020-08-13


Learn how to build compelling data analyses and visualizations by leveraging the best open-source Python libraries. With this practical guide, you’ll explore topics from the tools best used to create custom, complex figures for journal publishing to the best quick-and-dirty way to generate web analytics dashboards with D3 and Python. In the process, you’ll learn the steps necessary to get the data in the right form to be visualized, from importing to cleaning to reshaping—whether you’re working with CSV or databases. Each chapter begins with a single dataset, and gradually tells the story of each data dimension as you perform exploratory, interactive visualization. The result could be an IPython notebook, a map, or an interactive web page, with data topics ranging from political analysis to business intelligence. By the end of this book, you’ll have a complete data visualization tool belt for applying the right visualization to any problem domain, using all of the data structures native to Python.