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Olgun Aydin - R Web Scraping Quick Start Guide: Techniques and tools to crawl and scrape data from websites

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R Web Scraping Quick Start Guide: Techniques and tools to crawl and scrape data from websites: summary, description and annotation

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Web Scraping techniques are getting more popular, since data is as valuable as oil in 21st century. Through this book get some key knowledge about using XPath, regEX; web scraping libraries for R like rvest and RSelenium technologies.

Key Features
  • Techniques, tools and frameworks for web scraping with R
  • Scrape data effortlessly from a variety of websites
  • Learn how to selectively choose the data to scrape, and build your dataset
Book Description

Web scraping is a technique to extract data from websites. It simulates the behavior of a website user to turn the website itself into a web service to retrieve or introduce new data. This book gives you all you need to get started with scraping web pages using R programming.

You will learn about the rules of RegEx and Xpath, key components for scraping website data. We will show you web scraping techniques, methodologies, and frameworks. With this books guidance, you will become comfortable with the tools to write and test RegEx and XPath rules.

We will focus on examples of dynamic websites for scraping data and how to implement the techniques learned. You will learn how to collect URLs and then create XPath rules for your first web scraping script using rvest library. From the data you collect, you will be able to calculate the statistics and create R plots to visualize them.

Finally, you will discover how to use Selenium drivers with R for more sophisticated scraping. You will create AWS instances and use R to connect a PostgreSQL database hosted on AWS. By the end of the book, you will be sufficiently confident to create end-to-end web scraping systems using R.

What you will learn
  • Write and create regEX rules
  • Write XPath rules to query your data
  • Learn how web scraping methods work
  • Use rvest to crawl web pages
  • Store data retrieved from the web
  • Learn the key uses of Rselenium to scrape data
Who this book is for

This book is for R programmers who want to get started quickly with web scraping, as well as data analysts who want to learn scraping using R. Basic knowledge of R is all you need to get started with this book.

Table of Contents
  1. Introduction to Web Scraping
  2. XML Path Language and Regular Expression Language
  3. Web Scraping with rvest
  4. Web Scraping with Rselenium
  5. Storing Data and Creating Cronjob

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R Web Scraping Quick Start Guide
Techniques and tools to crawl and scrape data from websites
Olgun Aydin

BIRMINGHAM - MUMBAI R Web Scraping Quick Start Guide Copyright 2018 Packt - photo 2

BIRMINGHAM - MUMBAI
R Web Scraping Quick Start Guide

Copyright 2018 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Amey Varangaonkar
Acquisition Editor: Noyonika Das
Content Development Editor: Kirk Dsouza
Technical Editor: Shweta Jadhav
Copy Editor: Safis Editing
Project Coordinator: Hardik Bhinde
Proofreader: Safis Editing
Indexer: Priyanka Dhadke
Graphics: Alishon Mendonsa
Production Coordinator: Arvindkumar Gupta

First published: October 2018


Production reference: 1301018

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78913-873-3

www.packtpub.com


To my partner, Joanna Wrobel; my mother, Nejla Aydin; and my father, Fuat Aydin.
Olgun Aydin
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Contributors
About the author

Olgun Aydin is a PhD candidate at the Department of Statistics at Mimar Sinan University, and is studying deep learning for his thesis. He also works as a data scientist.

Olgun is familiar with big data technologies, such as Hadoop and Spark, and is a very big fan of R. He has already published academic papers about the application of statistics, machine learning, and deep learning.

He loves statistics, and loves to investigate new methods and share his experience with other people.

I would like to thank my partner, Joanna Wrobel, for her unlimited support and patience in the process of writing this book.
About the reviewer

Ezgi Nazman is a Research Assistant in Gazi University, Statistics where she has been studying for a PhD since 2015. She did her bachelor's degree at Ege University, Statistics in 2012. She was Erasmus student in University of Hradec Kralove, Informatics and Management between September 2011 - June 2012. From 2013-2015, she studied Master of Science in Statistics, Gazi University.

Her research interests lie in the area of statistics, data mining, and machine learning, ranging from theory to implementation. She has had five articles published on SCI and other international indexes, and eight presented papers in international conferences. She is one of the authors of a book titled Arastirmacilar icin SPSS Uygulamali Deney Tasarimi.

I would like to thank the project coordinator, Hardik Bhinde, for his kind and helpful instructions during this book's review process.
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Preface

This book is for R programmers looking to quickly get started with web scraping. Some fundamental knowledge of R is required. This book will give you a quick, hands-on introduction to web scraping and how to use popular R libraries, such as rvest and RSelenium. Right from the initial environment setup to quickly scraping HTML web pages for useful information, this book will cover only the absolute fundamentals of web scraping without going into too much depth. By the end of the book, you will have the understanding that's necessary for scraping any web page using R programming.

Who this book is for

This book is for R programmers looking to quickly get started with web scraping, as well as data analysts who want to learn about scraping using R. Some fundamental knowledge of R is all that is required to get started with this book.

What this book covers

, Introduction to Web Scraping , introduces web scraping techniques, which are getting more and more popular, since data is as valuable as oil in the 21st century. In this chapter, you can find detailed information about web scraping technologies. We also take an overview of some of the key languages for web scraping, such as XPath and regEX . We'll also look into some web scraping libraries for R, such as rvest and RSelenium technologies .

, Working with the XML Path Language and the Regular Expression Language , looks at XPath and regEX rules, which are quite important to know when scraping a web page. In this chapter, you can find useful information about these languages and also have a chance to write XPath and regEX rules from scratch.

, Web Scraping with rvest , covers the rvest library. Scraping a web page with R is straightforward thanks to the rvest library, which was developed by Hadley Wickham. In this chapter, you can find tips and tricks about the library and learn how to write an R script by using the rvest library to scrape a web page from scratch.

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