how to plot 4 dimensional data?
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Hi
I want to plot my data in 4D map. data matrix is of 5000 by 4. each coloumn represent 1 quantity or variable. sample of data is given below.
z=
[1.000000000000000 1.100000000000000 2.300000000000000 16.000000000000000
1.000000000000000 1.100000000000000 2.400000000000000 16.000000000000000
1.000000000000000 1.100000000000000 2.500000000000000 15.000000000000000
1.000000000000000 1.100000000000000 2.600000000000000 15.000000000000000
1.000000000000000 1.100000000000000 2.700000000000000 15.000000000000000
1.000000000000000 1.100000000000000 3.800000000000000 15.000000000000000
1.000000000000000 1.100000000000000 3.900000000000000 15.000000000000000
1.000000000000000 1.100000000000000 4.000000000000000 15.000000000000000
1.000000000000000 1.100000000000000 4.100000000000000 15.000000000000000
1.000000000000000 1.100000000000000 4.200000000000000 15.000000000000000]
how to effeciently plot the given data in more easy visualiztion way. Please help me i will be highly thankful to you
with best regards
Mudasir.
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채택된 답변
Walter Roberson
2018년 11월 22일
Provided that you have complete data, then your data forms are regular cuboid
x = unique(data(:,1));
y = unique(data(:,2));
z = unique(data(:,3));
w = permute(reshape(data(:,4), length(z), length(y), []), [3 2 1]);
The data sample you provided is 2000 samples long; 2002 samples would have been required to complete a single cycle, so the sample data as is will not work with the above and would need to be padded first, such as with
data(2001:2002,:) = [1 3.1 9.9 1;1 3.1 10 1];
The marginal coordinates are stored in x, y, z .
The resulting w would be (for the sample data) 1 x 22 x 91.
After that you have the question of how best to plot data that has 3 input dimensions and 1 output dimension.
Typical ways to plot multidimensional data include:
- isosurface
- slice
- volumeViewer
- vol3d v2 (from File Exchange)
- projections along different views
- pointsize = 20; scatter3(data(:,1), data(:,2), data(:,3), pointsize, data(:,4)) -- that is, encoding the resultant dimension as color
In the case of your sample data (as padded) some of these will not work because your x data is singleton. However you can use
surf( y, z, squeeze(w).', 'edgecolor', 'none')
추가 답변 (2개)
Bartlomiej Mroczek
2020년 12월 26일
Hello,
Anyone have any idea or experience?
I would like to get a spatial plot for the function f, but it is 4 dimensional.
How can this be done?
Script:
V2 = zeros(21,21); % zero value irrelevant
V4 = zeros(21,21); % zero value irrelevant
V6 = zeros(21,21); % zero value irrelevant
f = @(V1, V2, V3, V4, V5, V6) V1.*(10*V1-10*V2+20*V3-21*V4+30*V5-31*V6) - V2.*(10*V1-11*V2+22*V3-21*V4+30*V5-31*V6);
[V1, V3, V5] = meshgrid(0.9:0.01:1.1, 0.9:0.01:1.1, 0.9:0.01:1.1);
Z = f(V1, V3, V5, V2, V4, V6);
댓글 수: 5
Walter Roberson
2020년 12월 27일
You need to delete or rename /Users/bartlomiejmroczek/Documents/MATLAB/grid.m as it is interfering with using MATLAB's grid() function .
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