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Practical Python data visualization : a fast track approach to learning data visualization with Python

Title
Practical Python data visualization : a fast track approach to learning data visualization with Python / Ashwin Pajankar.
ISBN
9781484264553
148426455X
9781484264560
1484264568
9781484267516
1484267516
1484264541
9781484264546
Published
Berkeley, CA : Apress, 2021.
Physical Description
1 online resource (xv, 160 pages) : illustrations
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
Quickly start programming with Python 3 for data visualization with this step-by-step, detailed guide. This book's programming-friendly approach using libraries such as leather, NumPy, Matplotlib, and Pandas will serve as a template for business and scientific visualizations. You'll begin by installing Python 3, see how to work in Jupyter notebook, and explore Leather, Python's popular data visualization charting library. You'll also be introduced to the scientific Python 3 ecosystem and work with the basics of NumPy, an integral part of that ecosystem. Later chapters are focused on various NumPy routines along with getting started with Scientific Data visualization using matplotlib. You'll review the visualization of 3D data using graphs and networks and finish up by looking at data visualization with Pandas, including the visualization of COVID-19 data sets. The code examples are tested on popular platforms like Ubuntu, Windows, and Raspberry Pi OS. With Practical Python Data Visualization you'll master the core concepts of data visualization with Pandas and the Jupyter notebook interface. What You'll Learn Review practical aspects of Python Data Visualization with programming-friendly abstractions Install Python 3 and Jupyter on multiple platforms including Windows, Raspberry Pi, and Ubuntu Visualize COVID-19 data sets with Pandas Who This Book Is For Data Science enthusiasts and professionals, Business analysts and managers, software engineers, data engineers.
Variant and related titles
O'Reilly Safari. OCLC KB.
Other formats
Print version: Pajankar, Ashwin. Practical Python Data Visualization : A Fast Track Approach to Learning Data Visualization with Python. Berkeley, CA : Apress L.P., ©2020
Format
Books / Online
Language
English
Added to Catalog
October 03, 2023
Bibliography
Includes bibliographical references and index.
Contents
Introduction
Introduction to Python
Exploring Jupyter Notebook
Data Visualization with Leather
Scientific Python Ecosystem and NumPy
Data Visualization with NumPy and Matplotlib
Visualizing Images and 3D Shapes
Visualizing Graphs and Networks
Getting Started with Pandas
Working with COVID-19 Data.
Citation

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