R Data Visualization - Basic Plots, Maps, and Pie Charts [Video]

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R Data Visualization - Basic Plots, Maps, and Pie Charts [Video]

Atmajit Singh Gohil

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Master the visualization capabilities of R to build interactive graphs, plots, and Pie charts.
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Video Details

ISBN 139781788393201
Course Length3 hours

Video Description

R is an open source language for data analysis and graphics. It is platform-independent and allows users to load various packages as well as develop their own packages to interpret data better.This video is packed with practical recipes, designed to provide you with all the guidance needed to get to grips with data visualization with R.

We start - off with the basics of R plots and an introduction to heat maps and customizing them. After this, we gradually take you through creating interactive maps using the googleVis package. Finally, we generate choropleth maps and contouring maps, bubble plots, and pie charts.

Style and Approach

This course follows a video-based approach—where each recipe presents unique functions of plots, charts, and maps in step-by-step manner. With practical hands-on guidance in each and every recipe, you'll be able to get to grips with the underlying concepts.

Table of Contents

A Simple Guide to R
The Course Overview
Installing Packages and Getting Help in R
Data Types and Special Values in R
Matrices and Editing a Matrix in R
Data Frames and Editing a Data Frame in R
Importing and Exporting Data in R
Writing a Function and if else Statement in R
Basic and Nested Loops in R
The apply, lapply, sapply, and tapply Functions
Using and Saving par to Beautify a Plot in R
Basic and Interactive Plots
Introducing a Scatter Plot with Texts, Labels, and Lines
Connecting Points and Generating an Interactive Scatter Plot
A Simple and Interactive Bar Plot
Introduction to Line Plot and Its Effective Story
Generating an Interactive Gantt/Timeline Chart in R
Merging Histograms
Making an Interactive Bubble Plot
Constructing a Waterfall Plot in R
Heat Maps and Dendrograms
Constructing Simple Dendrogram
Creating Dendrograms with Colors and Labels
Creating Heat Maps
Generating a Heat Map with Customized Colors
Generating an Integrated Dendrogram and a Heat Map
Creating a Three-Dimensional Heat Map and Stereo Map
Constructing A Tree Map in R
Maps
Introducing Regional Maps
Introducing Choropleth Maps
A Guide to Contour Maps
Constructing Maps with bubbles
Integrating Text with Maps
Introducing Shapefiles
Creating Cartograms
The Pie Chart and Its Alternatives
Generating a Simple Pie Chart
Constructing Pie Charts with Labels
Creating Donut Plots and Interactive Plots
Generating a Slope Chart
Constructing a Fan Plot

What You Will Learn

  • Create simple and quick visualizations using the basic graphic tools in R.
  • Implement interactive visualizations using ggplot2.
  • Perform predictive modeling and create animated applications.
  • Visualize data using different kind of Maps.
  • Learn to create Plot function and merge multiple charts.

Authors

Table of Contents

A Simple Guide to R
The Course Overview
Installing Packages and Getting Help in R
Data Types and Special Values in R
Matrices and Editing a Matrix in R
Data Frames and Editing a Data Frame in R
Importing and Exporting Data in R
Writing a Function and if else Statement in R
Basic and Nested Loops in R
The apply, lapply, sapply, and tapply Functions
Using and Saving par to Beautify a Plot in R
Basic and Interactive Plots
Introducing a Scatter Plot with Texts, Labels, and Lines
Connecting Points and Generating an Interactive Scatter Plot
A Simple and Interactive Bar Plot
Introduction to Line Plot and Its Effective Story
Generating an Interactive Gantt/Timeline Chart in R
Merging Histograms
Making an Interactive Bubble Plot
Constructing a Waterfall Plot in R
Heat Maps and Dendrograms
Constructing Simple Dendrogram
Creating Dendrograms with Colors and Labels
Creating Heat Maps
Generating a Heat Map with Customized Colors
Generating an Integrated Dendrogram and a Heat Map
Creating a Three-Dimensional Heat Map and Stereo Map
Constructing A Tree Map in R
Maps
Introducing Regional Maps
Introducing Choropleth Maps
A Guide to Contour Maps
Constructing Maps with bubbles
Integrating Text with Maps
Introducing Shapefiles
Creating Cartograms
The Pie Chart and Its Alternatives
Generating a Simple Pie Chart
Constructing Pie Charts with Labels
Creating Donut Plots and Interactive Plots
Generating a Slope Chart
Constructing a Fan Plot

Video Details

ISBN 139781788393201
Course Length3 hours
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