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The Data Wrangling Workshop - Second Edition

You're reading from  The Data Wrangling Workshop - Second Edition

Product type Book
Published in Jul 2020
Publisher Packt
ISBN-13 9781839215001
Pages 576 pages
Edition 2nd Edition
Languages
Authors (3):
Brian Lipp Brian Lipp
Profile icon Brian Lipp
Shubhadeep Roychowdhury Shubhadeep Roychowdhury
Profile icon Shubhadeep Roychowdhury
Dr. Tirthajyoti Sarkar Dr. Tirthajyoti Sarkar
Profile icon Dr. Tirthajyoti Sarkar
View More author details

Table of Contents (11) Chapters

Preface
1. Introduction to Data Wrangling with Python 2. Advanced Operations on Built-In Data Structures 3. Introduction to NumPy, Pandas, and Matplotlib 4. A Deep Dive into Data Wrangling with Python 5. Getting Comfortable with Different Kinds of Data Sources 6. Learning the Hidden Secrets of Data Wrangling 7. Advanced Web Scraping and Data Gathering 8. RDBMS and SQL 9. Applications in Business Use Cases and Conclusion of the Course Appendix

Basic File Operations in Python

In the previous topic, we investigated a few advanced data structures and also learned neat and useful functional programming methods to manipulate them without side effects. In this topic, we will learn about a few OS-level functions in Python, such as working with files, but these could also include working with printers, and even the internet. We will concentrate mainly on file-related functions and learn how to open a file, read the data line by line or all at once, and finally, how to cleanly close the file we opened. The closing operation of a file should be done cautiously, which is ignored most of the time by developers. When handling file operations, we often run into very strange and hard-to-track-down bugs because a process opened a file and did not close it properly. We will apply a few of the techniques we have learned about to a file that we will read to practice our data wrangling skills further.

Exercise 2.08: File Operations

In...

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The Data Wrangling Workshop - Second Edition
Published in: Jul 2020 Publisher: Packt ISBN-13: 9781839215001
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