Sunday, July 3, 2022
  • About Us
  • Disclaimer
  • Privacy Policy
  • Contact Us
Best Digital Updates
  • Home
  • Digital Marketing
  • Cybersecurity
  • Gadgets
  • Tech
  • Business
  • Health
  • Lifestyle
  • Entertainment
  • Travel
No Result
View All Result
  • Home
  • Digital Marketing
  • Cybersecurity
  • Gadgets
  • Tech
  • Business
  • Health
  • Lifestyle
  • Entertainment
  • Travel
No Result
View All Result
Best Digital Updates
No Result
View All Result
Home Tech

Scraping and Analyzing E-Commerce Data with R

Admin by Admin
October 20, 2021
in Tech
0
Scraping and Analyzing E-Commerce Data with R
2.1k
VIEWS
Share on FacebookShare on Twitter

With the boom of e-commerce, it has become increasingly necessary to follow the pricing of products set by competitors. One method to do so involves web scraping. Web scraping has become particularly useful, as it can provide product data from e-commerce sites.

However, many scripting and programming languages work for web scraping, and it can be confusing to know which one to work with. Due to its simplicity, one of the most popular web scraping tools is the language program. 

What Is R?

Table of Contents

  • What Is R?
  • What Is Web Scraping?
  • Web Scraping in R
    • Installing Packages
    • Exploring HTML
    • Fetching E-Commerce Data in R
    • Analyzing the Data
  • Conclusion

R is a programming language used by data scientists for its graphical and statistical capabilities. 

One can perform tasks such as data visualization, modeling, calculations, training, testing, analysis, clustering, regression, classification, and more with the various open-source packages.

Web Scraping in R is another application of this programming language. 

What Is Web Scraping?

Web scraping, or web data extraction, is an automated process whereby data and information are obtained from websites.

During web scraping, the software user, web crawler, or bot will fetch a web page and extract the information.

It downloads the web page and then parses, searches, and formats the data into a spreadsheet or database.

Lastly, a data scientist will retrieve the information from the database to analyze. Using this information, they can help a company make business decisions.

Web Scraping in R

Before you can start web scraping in R, you need to download the software. Start by downloading the latest version of R to your computer. Click on the file to unpack and copy the necessary files to your hard drive. Make sure you accept the default settings.

Then, you will have to get RStudio. RStudio is an open-source, integrated environment that will help you use R. Download the file, click on it, and install it according to the instructions.

You could acquire information about product titles, pricing, description, size, color, and rating. However, you will have an easier time exploring e-commerce data by using R packages.

Installing Packages

There are a few packages that will help with web scraping. You can install them using the install.packages() function. We recommend downloading selectr, xml2, rvest, stringr, and jsonlite. These packages contain specialized functions to explore e-commerce data.

Exploring HTML

You need the HTML version of a web page before you can start scraping it. On many browsers, you can right-click the page and press “View Page Source” to get the HTML version. You may also find the source under the “Inspect Element,” “View Source,” or “Show Page Source” tabs.

Fetching E-Commerce Data in R

Begin by installing and loading rvest, xml2, jsonlite, and stringr. Enter the URL in the command window, store it to a variable, and use read_html() to gather the data.

Now, you can use HTML tags to extract specific data. On your browser, use “Inspect Element” or “View Frame Source” to locate parts of the HTML code.

On RStudio, use html_nodes(), html_text(), and head() to display specific information from the HTML code. You can clean it up using str_replace_all(). Repeat for all of the product data you need.

Next, use the toJSON() and cat() functions to get the data in the JSON format and print it. This step makes it more readable.

You can repeat this process for as many websites and products as you need to gather information for analysis.

Analyzing the Data

There are countless ways to analyze data using R. It is known for its extensive graphing libraries that will help you represent your data in a way that non-data scientists can understand. 

Some of the best libraries to install and explore include:

  • Ggplot2
  • Shiny
  • Esquisse
  • BioConductor

Conclusion

R makes web scraping and analysis easy, especially for e-commerce. You can readily gather and structure data in a readable fashion to make better business decisions.

If you want to compare your product’s performance to similar ones on the market or prices between e-commerce websites, you can use libraries in R to gather all of the information you need.

Keep in mind that some websites have anti-scraping policies that will block you from viewing product information. Also, brush up on the ethics and legalities surrounding web scraping and analysis.

Tags: E-commerceE-Commerce Data in RHTML versionWeb ScrapingWeb Scraping in R
Previous Post

Jhhdhasdsfg.host: All that people want to make out

Next Post

How to Deal with Gangs of Youths Gathering Outside Your House

Admin

Admin

When passion meets with necessity, this is the place one can reach out. Best Digital Updates is all about Latest Digital updates, Gadgets, Tech, Entertainment and Travel, Electronics, detail information, reviews, comparisons also tricks and hacks of digital marketing with all-new updated information.

Related Posts

What is Domain Name?
Tech

What is Domain Name?

June 27, 2022
Major things to know about Bitcoin’s Blockchain technology
Crypto

Major things to know about Bitcoin’s Blockchain technology

June 21, 2022
How Would Roofing Software help My Business?
Tech

How Would Roofing Software help My Business?

June 18, 2022
The Growing Importance of Data Analytics in Healthcare
Health

The Growing Importance of Data Analytics in Healthcare

June 15, 2022
Next Post
How to Deal with Gangs of Youths Gathering Outside Your House

How to Deal with Gangs of Youths Gathering Outside Your House

Things to Add to Your Bucket List

Things to Add to Your Bucket List

Stay Connected test

  • 3 Followers
  • Trending
  • Comments
  • Latest

Worldfree4u trade in 2022: Download and Enjoy Free Bollywood, Hollywood Movies

January 4, 2022

Best Wireless Mouse Under Rs 1000 in India 2022

January 4, 2022
13377x Movies - Bestdigitalupdates.com

13377x Hindi Movies download, Games, Software, Music, Application and Many More

January 7, 2022
9xmovies green website 2021

9xmovies Green: Download Best Quality Hollywood, Bollywood, Tamil Movies

March 10, 2021
top 10 things you should not search on google

Top 10 Things You should not search on Google, Know here

0
best wireless headphones under 2000

Best Wireless Headphones Under Rs 2000 in India, 2022

0

Best Wireless Mouse Under Rs 1000 in India 2022

0
google local guides

Google Local Guides Benefits and Perks and know How to Join!

0
Guide To Common Angel Numbers

Guide To Common Angel Numbers

July 1, 2022
5 Muscle Growth Supplements That Actually Work

5 Muscle Growth Supplements That Actually Work

July 1, 2022
Which comes first- Lean or Six Sigma?

Which comes first- Lean or Six Sigma?

July 1, 2022
3 Steps to Take if You Are Suffering From a Mental Health Decline

3 Steps to Take if You Are Suffering From a Mental Health Decline

July 1, 2022

Recent News

Guide To Common Angel Numbers

Guide To Common Angel Numbers

July 1, 2022
5 Muscle Growth Supplements That Actually Work

5 Muscle Growth Supplements That Actually Work

July 1, 2022
Which comes first- Lean or Six Sigma?

Which comes first- Lean or Six Sigma?

July 1, 2022
3 Steps to Take if You Are Suffering From a Mental Health Decline

3 Steps to Take if You Are Suffering From a Mental Health Decline

July 1, 2022
Best Digital Updates

Best Digital Updates is the best and genuine Website marked by customers for getting out the best Digital Knowledge. One can easily get the information about gadgets, tech, health, business, marketing, travel, education, VPNs, Internet Security and many more.

contact: info@bestdigitalupdates.com

Follow Us

Browse by Category

  • Art
  • Automobile
  • Blogging
  • Business
  • Celebrity
  • Crypto
  • Cybersecurity
  • Digital Marketing
  • Education
  • Electronics
  • Entertainment
  • fashion
  • Finance
  • Gadgets
  • Gaming
  • General
  • Health
  • Home Improvement
  • Law
  • Lifestyle
  • Pet
  • Photography
  • Real Estate
  • Reviews
  • Science
  • SEO
  • Tech
  • Travel
  • VPN
  • Web Design
  • Web Hosting

Recent News

Guide To Common Angel Numbers

Guide To Common Angel Numbers

July 1, 2022
5 Muscle Growth Supplements That Actually Work

5 Muscle Growth Supplements That Actually Work

July 1, 2022
Which comes first- Lean or Six Sigma?

Which comes first- Lean or Six Sigma?

July 1, 2022

Contact Us

    • About Us
    • Disclaimer
    • Privacy Policy
    • Contact Us

    © 2020 bestdigitalupdates.com. All rights reserved.

    No Result
    View All Result
    • Home
    • Business
    • Cybersecurity
    • Tech
    • Health
    • Gadgets
    • Digital Marketing
    • Entertainment
    • SEO
    • Electronics

    © 2020 bestdigitalupdates.com. All rights reserved.

    error: Content is protected !!