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The Data Wrangling Workshop

You're reading from   The Data Wrangling Workshop Create your own actionable insights using data from multiple raw sources

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781839215001
Length 576 pages
Edition 2nd Edition
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Authors (3):
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Dr. Tirthajyoti Sarkar Dr. Tirthajyoti Sarkar
Author Profile Icon Dr. Tirthajyoti Sarkar
Dr. Tirthajyoti Sarkar
Shubhadeep Roychowdhury Shubhadeep Roychowdhury
Author Profile Icon Shubhadeep Roychowdhury
Shubhadeep Roychowdhury
Brian Lipp Brian Lipp
Author Profile Icon Brian Lipp
Brian Lipp
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Toc

Table of Contents (11) Chapters Close

Preface
1. Introduction to Data Wrangling with Python 2. Advanced Operations on Built-In Data Structures FREE CHAPTER 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

Reading Data from an API

Fundamentally, an API or Application Programming Interface is an interface to a computing resource (for example, an operating system or database table), which has a set of exposed methods (function calls) that allow a programmer to access particular data or internal features of that resource.

A web API is, as the name suggests, an API over the web. Note that it is not a specific technology or programming framework, but an architectural concept. Think of an API like a fast-food restaurant's customer service desk. Internally, there are many food items, raw materials, cooking resources, and recipe management systems, but all you see are fixed menu items on the board and you can only interact through those items. It is like a port that can be accessed using an HTTP protocol and that's able to deliver data and services if used properly.

Web APIs are extremely popular these days for all kinds of data services. In the very first chapter, we talked...

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