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Practical Data Analysis Using Jupyter Notebook

You're reading from   Practical Data Analysis Using Jupyter Notebook Learn how to speak the language of data by extracting useful and actionable insights using Python

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Product type Paperback
Published in Jun 2020
Publisher Packt
ISBN-13 9781838826031
Length 322 pages
Edition 1st Edition
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Author (1):
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Marc Wintjen Marc Wintjen
Author Profile Icon Marc Wintjen
Marc Wintjen
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Table of Contents (18) Chapters Close

Preface 1. Section 1: Data Analysis Essentials
2. Fundamentals of Data Analysis FREE CHAPTER 3. Overview of Python and Installing Jupyter Notebook 4. Getting Started with NumPy 5. Creating Your First pandas DataFrame 6. Gathering and Loading Data in Python 7. Section 2: Solutions for Data Discovery
8. Visualizing and Working with Time Series Data 9. Exploring, Cleaning, Refining, and Blending Datasets 10. Understanding Joins, Relationships, and Aggregates 11. Plotting, Visualization, and Storytelling 12. Section 3: Working with Unstructured Big Data
13. Exploring Text Data and Unstructured Data 14. Practical Sentiment Analysis 15. Bringing It All Together 16. Works Cited
17. Other Books You May Enjoy

Installing Python and using Jupyter Notebook

I'm going to start by admitting this chapter may become obsolete in the future because installing open source software on your workstation can be a painful process and, in some cases, is being replaced by preinstalled virtual machines or cloud versions. For example, Microsoft offers a free Azure subscription option for a cloud-hosted Jupyter Notebook.

Understanding all of the dependencies of software versions, hardware, Operating System(OS) differences, and library dependencies can be complex. Further, your IT department rules on software installations in enterprise environments may have security restrictions that prohibit access to your workstation filesystem. In all likelihood, with more innovation in cloud computing, most of the steps will already be done ahead of time, eliminating the need to install software altogether.

With that said, I'm going to walk you through the process of installing Python and...

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