How do I count the number of zeros in a matrix?
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Franchesca
on 18 Apr 2014
Commented: Walter Roberson
on 19 Jan 2021
I have data imported from excel into a matrix and want to count the number of zeros in the file to work out the time.
0 Comments
Accepted Answer
Azzi Abdelmalek
on 18 Apr 2014
Edited: Azzi Abdelmalek
on 18 Apr 2014
A=[0 0 1;0 2 4;7 8 1]
idx=A==0
out=sum(idx(:))
or
out=nnz(~A)
3 Comments
Walter Roberson
on 24 Sep 2017
Azzi's code suggestions both output 1 for [0 90 180], which would appear to be the correct answer; what result were you expecting?
More Answers (4)
Mischa Kim
on 18 Apr 2014
Edited: Image Analyst
on 14 Jan 2021
Caroline, use
numberOfZeros = sum(data(:)==0)
3 Comments
Gabriela Garcia
on 19 Jan 2021
Can this be modified so that it searches for the number of zeros in a specific column of the matrix? I want to see the number of zeros each column has.
Walter Roberson
on 19 Jan 2021
sum(data(:,COLUMN)==0)
If you want to know column-by-column, then
sum(data == 0, 1)
or most compactly (but less clear)
sum(~data,1)
If you are sure that there are more than one rows, then
sum(~data)
is even more compact.
Image Analyst
on 18 Apr 2014
The way I thought of is different still:
numberOfZeros = numel(data) - nnz(data);
Now how that allows you to "to work out the time", I have no idea. What do you mean by that? Is one of the rows or columns a time or date number?
2 Comments
Image Analyst
on 20 Apr 2014
Nope. That's not a good idea. You need to count the number of zero stretches, not the number of zeros. Good thing you explained the larger context so we can see that what you asked for is probably not what you need. What if a person jumped 3 times: she jumped high the first time so that there were 3 zeros the first jump, 2 zeros at the second jump, and just a single zero for the third jump? Well that's 3 jumps, not 6 like you'd get if you counted zeros.
That's why it's important to give the context at the start so people don't give you wrong answers, like we all did up til now. Often a person asks very specifically "How do I do X?" and then later it becomes known that the person wanted outcome Z and thought X was the best approach. Then people realize that approach X is not the correct or best approach, and the poster should use approach Y. I think that's the situation here.
If you have the Image Processing Toolbox, you can simply count the number of jumps this way:
[labeledRegions, numberOfJumps] = bwlabel(data == 0);
If you don't have that toolbox you can count the number of "jump starts" by taking the difference and counting how many are more than 0.
diffs = diff(data); % data(k+1)-data(k);
jumpStarts = (diffs > 0) & data(1:end-1) == 0;
numberOfJumps = sum(jumpStarts);
or something like that.
palaniraj p
on 22 Nov 2017
x=[ 1 4 0; 0 3 3; 5 0 0]
nr=size(x,1);
nc=size(x,1);
xz=0;
for ir=1:nr
for ic=1:nc
if x(ir,ic)==0
xz=xz+1;
end
end
end
xz
0 Comments
Salam Ismaeel
on 21 Jan 2020
% for a vector
sum(A == 0)
% for a 2D matrix
sum(sum(A == 0)
6 Comments
Walter Roberson
on 21 Jan 2020
In order to use your code, you need
if isvector(A)
out = sum(A == 0);
elseif ismatrix(A)
out = sum(sum(A == 0));
elseif ndims(A) == 3
out = sum(sum(sum(A == 0)));
elseif ndims(A) == 4
out = sum(sum(sum(sum(A == 0))));
else
error('sorry, code only handles up to 4 dimensions')
end
Where-as Mischa's code would be simply
out = sum(A(:) == 0);
which would handle all number of dimensions including more than 4 dimensions.
Under what circumstances do you see your code as being advantageous compared to Mischa's ?
Salam Ismaeel
on 21 Jan 2020
If you read my comments correctly, I said for a vector and for a 2D matrix only!
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