pairplot(meas, label, group, colors, mode)
plot pairwise relationships in matrix : similar to 'pairplot' in seaborn (http://seaborn.pydata.org/generated/seaborn.pairplot.html)
easier than 'plotmatrix'
% e.g.
% For stat toolbox users
load fisheriris.mat
colors = lines(3);
label = {'sepal-length', 'sepal-width', 'petal-length', 'petal-width'}
figure; pairplot(meas, label, species, colors, 'both');
% For all users
load Fisher.mat % included in zip
group= Fisher(:,1);
colors = lines(length(unique(group)));
figure;
pairplot(Fisher(:,2:size(Fisher,2)), {'PW', 'PL', 'SW', 'SL'}, num2cell(num2str(group)), colors, 'bar'), ylabel('Probability')
figure; pairplot(meas, label, species, colors, 'both');
Cite As
Ryosuke F Takeuchi (2025). pairplot(meas, label, group, colors, mode) (https://www.mathworks.com/matlabcentral/fileexchange/60866-pairplot-meas-label-group-colors-mode), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
- AI and Statistics > Statistics and Machine Learning Toolbox > Descriptive Statistics and Visualization > Statistical Visualization > Box Plots >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
pairplot
Version | Published | Release Notes | |
---|---|---|---|
1.26.0.1 | update Example code |
||
1.26.0.0 | bug fixed : auto color definition |
||
1.25.0.0 | add sample data of fisher iris |
||
1.23.0.0 | add xlim for each scatter |
||
1.22.0.0 | add 'bar' option for old version of MATLAB |
||
1.21.0.0 | bug fixed about 'both' mode & example code |
||
1.2.0.0 | - add cdf plot & small cdf plot mode |
||
1.1.0.0 | bug fixed |
||
1.0.0.0 |