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plotmatrix

Scatter plot matrix

Syntax

  • [S,AX,BigAx,H,HAx] = plotmatrix(___)
    example

Description

example

plotmatrix(X,Y) creates a matrix of subaxes containing scatter plots of the columns of X against the columns of Y. If X is p-by-n and Y is p-by-m, then plotmatrix produces an n-by-m matrix of subaxes.

example

plotmatrix(X) is the same as plotmatrix(X,X) except that the subaxes along the diagonal are replaced with histogram plots of the data in the corresponding column of X. For example, the subaxes along the diagonal in the ith column is replaced by histogram(X(:,i)).

example

plotmatrix(___,LineSpec) specifies the line style, marker symbol, and color for the scatter plots. The option LineSpec can be preceded by any of the input argument combinations in the previous syntaxes.

example

[S,AX,BigAx,H,HAx] = plotmatrix(___) returns the graphic objects created as follows:

  • S – Chart line objects for the scatter plots

  • AX – Axes objects for each subaxes

  • BigAx – Axes object for big axes that frames the subaxes

  • H – Histogram objects for the histogram plots

  • HAx – Axes objects for the invisible histogram axes

BigAx is left as the current axes (gca) so that a subsequent title, xlabel, or ylabel command centers text with respect to the big axes.

Examples

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Create X as a matrix of random data and Y as a matrix of integer values. Then, create a scatter plot matrix of the columns of X against the columns of Y.

X = randn(50,3);
Y = reshape(1:150,50,3);
plotmatrix(X,Y)

The subplot in the ith row, jth column of the figure is a scatter plot of the ith column of Y against the jth column of X.

Create a scatter plot matrix of random data. The subplot in the ith row, jth column of the matrix is a scatter plot of the ith column of X against the jth column of X. Along the diagonal are histogram plots of each column of X.

X = randn(50,3);
plotmatrix(X)

Create a scatter plot matrix of random data. Specify the marker type and the color for the scatter plots.

X = randn(50,3);
plotmatrix(X,'*r')

The LineSpec option sets properties for the scatter plots. To set properties for the histogram plots, return the histogram objects.

Create a scatter plot matrix of random data.

rng default
X = randn(50,3);
[S,AX,BigAx,H,HAx] = plotmatrix(X);

To set properties for the scatter plots, use S. To set properties for the histograms, use H. To set axes properties, use AX, BigAx, and HAx. Starting in R2014b, you can use dot notation to set properties. If you are using an earlier release, use the set function instead.

Set the color and marker type for the scatter plot in the lower left corner of the figure. Set the color for the histogram plot in the lower right corner. Use the title command to title the figure.

S(3).Color = 'g';
S(3).Marker = '*';

H(3).EdgeColor = 'k';
H(3).FaceColor = 'g';

title(BigAx,'A Comparison of Data Sets')

Input Arguments

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Data to display, specified as a matrix.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | logical

Data to plot against X, specified as a matrix.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | logical

Line style, marker symbol, and color for the scatter plots, specified as a character vector. For more information on line style, marker symbol, and color options see LineSpec.

Example: ':*r'

Output Arguments

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Chart line objects for the scatter plots, returned as a matrix. These are unique identifiers, which you can use to query and modify the properties of a specific scatter plot.

Axes objects for the subaxes, returned as a matrix. These are unique identifiers, which you can use to query and modify the properties of a specific subaxes.

Axes object for big axes, returned as a scalar. This is a unique identifier, which you can use to query and modify properties of the big axes.

Histogram objects, returned as a vector or []. These are unique identifiers, which you can use to query and modify the properties of a specific histogram object. If no histogram plots are created, then H is returned as empty brackets.

    Note:   Starting in R2015b, H is a vector of histogram objects, In previous releases, it was a vector of patch objects.

Axes objects for invisible histogram axes, returned as a vector or []. These are unique identifiers, which you can use to query and modify the properties of a specific axes. If no histogram plots are created, then HAx is returned as empty brackets.

See Also

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Introduced before R2006a

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