Books & Videos

Table of Contents

Chapter: A Simple Guide to R

The Course Overview

03m 34s

Installing Packages and Getting Help in R

05m 34s

Data Types and Special Values in R

04m 46s

Matrices and Editing a Matrix in R

04m 28s

Data Frames and Editing a Data frame in R

03m 56s

Importing and Exporting Data in R

04m 35s

Writing a Function and if else Statement in R

03m 12s

Basic and Nested Loops in R

02m 16s

The apply, lapply, sapply, and tapply Functions

03m 32s

Using and Saving par to Beautify a Plot in R

03m 51s

Chapter: Basic and Interactive Plots

Introducing a Scatter Plot with Texts, Labels, and Lines

13m 12s

Connecting Points and Generating an Interactive Scatter Plot

08m 21s

A Simple and Interactive Bar Plot

10m 49s

Introduction to Line Plot and Its Effective Story

08m 9s

Generating an Interactive Gantt/Timeline Chart in R

02m 57s

Merging Histograms

04m 11s

Making an Interactive Bubble Plot

04m 30s

Constructing a Waterfall Plot in R

03m 1s

Chapter: Heat Maps and Dendrograms

Constructing Simple Dendrogram

06m 47s

Creating Dendrograms with Colors and Labels

05m 13s

Creating Heat Maps

04m 35s

Generating a Heat Map with Customized Colors

02m 20s

Generating an Integrated Dendrogram and a Heat Map

02m 34s

Creating a Three-Dimensional Heat Map and Stereo Map

02m 35s

Constructing A Tree Map in R

05m 22s

Chapter: Maps

Introducing Regional Maps

04m 28s

Introducing Choropleth Maps

04m 31s

A Guide to Contour Maps

05m 16s

Constructing Maps with bubbles

05m 7s

Integrating Text with Maps

03m 41s

Introducing Shapefiles

06m 12s

Creating Cartograms

04m 44s

Chapter: The Pie Chart and Its Alternatives

Generating a Simple Pie Chart

05m 48s

Constructing Pie Charts with Labels

04m 54s

Creating Donut Plots and Interactive Plots

05m 31s

Generating a Slope Chart

03m 28s

Constructing a Fan Plot

02m 53s