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Python Real-World Projects

You're reading from Python Real-World Projects Craft your Python portfolio with deployable applications

Product type Paperback

Published in Sep 2023

Publisher Packt

ISBN-13 9781803246765

Length 478 pages

Edition 1st Edition

Languages

Python

Concepts

Programming Language

Author (1):

Steven F. Lott

View More author details

Table of Contents (20) Chapters

Preface

1. Chapter 1: Project Zero: A Template for Other Projects

2. Chapter 2: Overview of the Projects FREE CHAPTER

3. Chapter 3: Project 1.1: Data Acquisition Base Application

4. Chapter 4: Data Acquisition Features: Web APIs and Scraping

5. Chapter 5: Data Acquisition Features: SQL Database

6. Chapter 6: Project 2.1: Data Inspection Notebook

7. Chapter 7: Data Inspection Features

8. Chapter 8: Project 2.5: Schema and Metadata

9. Chapter 9: Project 3.1: Data Cleaning Base Application

10. Chapter 10: Data Cleaning Features

11. Chapter 11: Project 3.7: Interim Data Persistence

12. Chapter 12: Project 3.8: Integrated Data Acquisition Web Service

13. Chapter 13: Project 4.1: Visual Analysis Techniques

14. Chapter 14: Project 4.2: Creating Reports

15. Chapter 15: Project 5.1: Modeling Base Application

16. Chapter 16: Project 5.2: Simple Multivariate Statistics

17. Chapter 17: Next Steps

18. Other Books You Might Enjoy

19. Index

6.5 Extras

Here are some ideas for you to add to this project.

6.5.1 Use pandas to examine data

A common tool for interactive data exploration is the pandas package.

See https://pandas.pydata.org for more information.

Also, see https://www.packtpub.com/product/learning-pandas/9781783985128 for resources for learning more about pandas.

The value of using pandas for examining text may be limited. The real value of pandas is for doing more sophisticated statistical and graphical analysis of the data.

We encourage you to load NDJSON documents using pandas and do some preliminary investigation of the data values.

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Authors (1)

Steven F. Lott

Steven F. Lott

Steven Lott has been programming since computers were large, expensive, and rare. Working for decades in high tech has given him exposure to a lot of ideas and techniques, some bad, but most are helpful to others. Since the 1990s, Steven has been engaged with Python, crafting an array of indispensable tools and applications. His profound expertise has led him to contribute significantly to Packt Publishing, penning notable titles like "Mastering Object-Oriented," "The Modern Python Cookbook," and "Functional Python Programming." A self-proclaimed technomad, Steven's unconventional lifestyle sees him residing on a boat, often anchored along the vibrant east coast of the US. He tries to live by the words “Don't come home until you have a story.”

See other products by Steven F. Lott

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