Analysis and Visualization of Basketball Data
Investigates the network of assists-shots in a team
Draws a bar-line plot
Draws a bubble plot
Correlation analysis
R function CreateRadialPlot by William D. Vickers, freely downloadable...
Computes and plots kernel density estimation of shots with respect to ...
Add lines of NBA court to an existing ggplot2 plot
Plots expected points of shots as a function of the distance from the ...
Calculates possessions, pace, offensive and defensive rating, and Four...
Agglomerative hierarchical clustering
Inequality analysis
Reports whether x is a 'networkdata' object
Reports whether x is a 'corranalysis' object
Reports whether x is a 'fourfactors' object
Reports whether x is a 'hclustering' object
Reports whether x is a 'inequality' object.
Reports whether x is a 'kclustering' object
Reports whether x is a 'MDSmap' object
Reports whether x is a 'simplereg' object
Reports whether x is a 'variability' object
K-means cluster analysis
Multidimensional scaling (MDS) in 2 dimensions
Adapts the standard file supplied by BigDataBall to the format require...
Plots a network from a 'assistnet' object
Plots the correlation matrix and the correlation network from a 'corra...
Plot possessions, pace, offensive and defensive rating, and Four Facto...
Plots hierarchical clustering from a 'hclustering' object
Plot Lorenz curve from a 'inequality' object
Plot k-means clustering from a 'kclustering' object
Draws two-dimensional plots for multidimensional scaling (MDS) from a ...
Plot simple regression from a 'simplereg' object
Plots a variability diagram from a 'variability' object
Draws radial plots for player profiles
Draws a scatter plot or a matrix of scatter plots
Plots scoring probability of shots as a function of a given variable
Plots different kinds of charts based on shot coordinates
Simple linear and nonparametric regression
Variability analysis
Contains data and code to accompany the book P. Zuccolotto and M. Manisera (2020) Basketball Data Science. Applications with R. CRC Press. ISBN 9781138600799.