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How to Visualize Data with R [Video]

How to Visualize Data with R: Learn R programming and create data visualization using real weather data [Video]

By Elisabeth Robson
$24.99
Video Jun 2021 1 hours 27 minutes 1st Edition
Video
$24.99
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$15.99 Monthly
Video
$24.99
Subscription
$15.99 Monthly

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Product Details

Publication date : Jun 29, 2021
Length 1 hours 27 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781801819381
Category :
Data
Languages :
JavaScript (Intermediate)
Concepts :
Data Visualization
Tools :
Vim (Intermediate)
toc View table of contents toc Download Code

Key benefits

  • Visualize data with R using real weather data downloaded from the US National Weather Service
  • Create a trend line with a linear model function
  • Create scatter plot graphs from temperature data

Description

Welcome to How to Visualize Data with R. In this course, You’ll learn how to use the R programming language and RStudio to visualize data. Elisabeth will take you through building a visualization using data downloaded from the US National Weather Service. You’ll learn how to use R to read data from a CSV file, inspect and understand data and data frames, and use the plot() and ggplot() functions to create data visualizations. Along the way, you’ll learn from the ground up how to use R and RStudio, including how to create and run an R script, basic R data types and values, how to create a scatter plot graph, how linear regression works, and how to install and use an R package. At the end of the course, you’ll have completed a data visualization of the weather data and have some new skills you can apply to your own data too. The code bundle for this course is available at https://github.com/PacktPublishing/How-to-Visualize-Data-with-R

What you will learn

Build data visualization using R programming language and RStudio Use R to read data from a CSV file, inspect and understand data frames Use the plot() and ggplot() functions to create data visualizations Learn how to use R and RStudio Create and run an R script and learn basic R data types and values Create a scatter plot graph and learn how linear regression works

What do you get with a video?

Feature icon Download this video in MP4 format
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details

Publication date : Jun 29, 2021
Length 1 hours 27 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781801819381
Category :
Data
Languages :
JavaScript (Intermediate)
Concepts :
Data Visualization
Tools :
Vim (Intermediate)

Table of Contents

4 Chapters
Get Set Up Packt Packt
Introduction
Welcome to the Course
Get Set Up with R and RStudio
Get the Data
Inspect the Data
Write the Code Packt Packt
Read the Data
Data Types and Values
Plot the Data
Create a Trend Line with a Linear Model Function
How Good is Our Model?
Plot the Data in a Loop
Display All the Graphs on the Same Page
Install and Use an R Package Packt Packt
Use the ggplot2 Package
Plot the Min and Max Temperatures
Wrap Up Packt Packt
Gain Some Insight

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N/A Aug 21, 2021
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It makes learning R fun as the videos are short and to the point.
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Authors (1)

Profile Elisabeth Robson
Elisabeth Robson is a co-founder and principal at WickedlySmart, an author and software developer, and teaches online courses for O’Reilly Media and LinkedIn Learning. She’s the co-author of four best-selling titles—Head First JavaScript Programming, Head First Design Patterns, Head First HTML & CSS, and Head First HTML5 Programming—and was previously the director of special projects and co-director of the Head First series at O’Reilly Media. Prior to her work at O’Reilly Media, Elisabeth was the director of engineering at The Walt Disney Company. Elisabeth holds a master’s degree in computer science from Yale University.
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