Data Visualization with ggplot2 Book

Share This Post

Download Free Data Visualization with ggplot2 Book that book present the visualize the data of Champions League 2019/2020.

This book presents different ways to visualize data in ggplot2.
There is no theoretical explanation of each analysis method.
The analysis uses 2019/20 data for UEFA Champions league.

Table of Contents

Visualize the Amount

1.1. Data Import
1.2. Basic Bar Chart
1.3. Switches the x- and y-axes
1.4. Adds a Plot Title
1.5. Specify the Font
1.6. Modifying Order
1.7. Different Colors for Each Group
1.8. Control Legends
1.9. Position of Legend
1.10. Use Theme
1.11. Cleveland Dot
1.12. Mapping the Aesthetics
1.13. Add Annotations to a Plot
1.14. Draw Line and Rectangle
1.15. Visualize Various Indicators

Visualize the Distribution (1)

2.1. Histogram
Basic Histogram
Specify the “binwidth”
Specify the “bins”
position=”stack”
position=”identity”
position=”dodge”
geom_freqpoly
2.2. Probability Density Function
2.3. Cumulative Density Function (CDF)
2.4. Visualization of Various Indicators

Visualize the Distribution (2)

3.1. Boxplot
3.2. Violinplot
3.3. Density Ridges Plot
3.4. Dotplot
3.5. Beeswarm
3.6. Visualization of Various Indicators

Visualize the Relationship Between the Two Items

4.1. Basic Scatterplot
Basic Scatterplot
Regression Line and Confidence Interval
Local Polynomial Regression
Adjusted R Squared
4.2. Visualization of Various Indicators

MDS:Multi Dimensional Scaling

5.1. Euclidean Distance
5.2. Mahalanobis Distance
5.3. Pearson Correlation Coefficient
5.4. Cosine Simirality

FA:Factor Analysis

6.1. Regression & Varimax
6.2. Cluster Analysis of the Results of FA
6.3. Bartlett & Promax
6.4. Cluster Analysis of the Results of FA

PCA:Principal Component Analysis

7.1. Principal Component Analysis
7.2. Cluster Analysis of the Results of PCA

ICA:Independent Component Analysis

8.1. Independent Component Analysis
8.2. Cluster Analysis of the Results of ICA

ASINB08NHJKT8V
Publishing Year2020
Pages200
LanguageEnglish
FormatPDF, EPUB, AZW3
Size49.1 MB

Data Visualization with ggplot2 Book Download Below Link

Leave a Reply

Your email address will not be published. Required fields are marked *