How to remove values from HEATMAP
34 visualizzazioni (ultimi 30 giorni)
Mostra commenti meno recenti
I have data which have 4 column 14 rows, every value in table represent {NO, MIN, MAJ, MOD, COL} you can see the table in attach excel file. For developing heatmap I have converted these value into numbers such as (NO=0, MIN=0.25, MOD=0.50, MAJ=075, COL=1). I have developed the heat map the code is given below. I have 2 doubts regarding this
A) How to remove the values from the heatmap?
B) How to replace the numeric value with again {NO, MIN, MAJ, MOD, COL}. Ans also how to create a colorbar which shows color change with label {NO, MIN, MAJ, MOD, COL}.
Basically these are damage states means its increasing from NO to COL
%MATLAB CODE
s = [0, 1, 2, 3.6];
% file = "D:\OneDrive\WORK\VALID\value.xlsx";
file = "value.xlsx";
valueMap = containers.Map({'No', 'Min', 'Mod', 'Maj', 'Col'}, [0.00, 0.25, 0.5, 0.75, 1.00]);
tableData = readtable(file, 'ReadVariableNames', false);
numericData = zeros(size(tableData));
for i = 1:size(tableData, 1)
for j = 1:size(tableData, 2)
cellValue = char(tableData{i, j}); % Convert cell value to a string
if isKey(valueMap, cellValue)
numericData(i, j) = valueMap(cellValue);
else
numericData(i, j) = NaN;
end
end
end
disp(numericData);
vel = [4 4.25 4.5 4.75 5 5.25 5.5 5.75 6 6.25 6.5 6.75 7 7.25];
nColors = 256; % Number of colormap colors
customColormap = [linspace(1, 1, nColors)', linspace(0.8, 0, nColors)', linspace(0.8, 0, nColors)'];%RED
vel = fliplr(vel);
numericData = flipud(numericData);
h = heatmap(s, vel, numericData,'FontName', 'Times New Roman','fontsize',12);
colormap(customColormap);
0 Commenti
Risposta accettata
Voss
il 25 Set 2023
Modificato: Voss
il 25 Set 2023
I don't know of a way to alter the labels on a heatmap. What I would do in this situation is build a custom heatmap-looking plot using a patch object and text objects. Something like this:
% file = "D:\OneDrive\WORK\VALID\value.xlsx";
file = "value.xlsx";
s = [0, 1, 2, 3.6];
vel = [4 4.25 4.5 4.75 5 5.25 5.5 5.75 6 6.25 6.5 6.75 7 7.25];
% NO=0, MIN=0.25, MOD=0.50, MAJ=0.75, COL=1
data_levels = [0, 0.25, 0.5, 0.75, 1];
data_labels = {'NO','MIN','MOD','MAJ','COL'};
tableData = readtable(file, 'ReadVariableNames', false);
[~,idx] = ismember(upper(table2array(tableData)),data_labels);
numericData = data_levels(idx);
% nColors = 256; % Number of colormap colors
nColors = numel(data_levels); % Number of colormap colors
customColormap = [ones(nColors,1), repmat(linspace(0.8, 0, nColors),2,1).'];%RED
edges = [-Inf (data_levels(1:end-1)+data_levels(2:end))/2 Inf];
color_idx = discretize(numericData,edges);
nan_idx = isnan(numericData);
if any(nan_idx,'all')
nColors = nColors+1;
customColormap = [0 0 0; customColormap];
color_idx(nan_idx) = 0;
color_idx = color_idx+1;
cb_labels = [{'NaN'} data_labels];
else
cb_labels = data_labels;
end
labels = cb_labels(color_idx);
x = 0:4;
y = [vel(1)+0.5*(vel(1)-vel(2)), ...
(vel(1:end-1)+vel(2:end))/2, ...
vel(end)+0.5*(vel(end)-vel(end-1))];
xd = repelem(x((1:end-1)+[0;1;1;0;0]),1,numel(y)-1);
yd = repmat(y((1:end-1)+[0;0;1;1;0]),1,numel(x)-1);
figure();
patch('XData',xd,'YData',yd,'FaceColor','flat', ...
'FaceVertexCData',customColormap(color_idx,:))
[xt,yt] = meshgrid(x(1:end-1)+0.5,vel);
text(xt(:),yt(:),labels(:), ...
'FontWeight','bold','HorizontalAlignment','center')
xlim(x([1 end]))
ylim(y([1 end]))
xticks(x(1:end-1)+0.5)
xticklabels(s)
yticks(vel)
set(gca(),'FontWeight','bold')
colormap(customColormap);
cb = colorbar();
cb.YTick = linspace(1/(2*nColors),1-1/(2*nColors),nColors);
cb.YTickLabel = cb_labels;
2 Commenti
Voss
il 28 Set 2023
You're welcome!
Please post your solution. I'm curious to see alternative methods for modifying heatmaps.
Più risposte (0)
Vedere anche
Categorie
Scopri di più su Data Distribution Plots in Help Center e File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!