Loop through multiple columns in table using if condition
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I have a large table, let's call it X, with many rows and columns. I want to loop through 10 columns (named X.A, X.B, X.C, etc.), and when all of the 10 columns for a specific row have the value NaN, I want a 0 in the column X.result, and when at least one or more of the columns has a value (an integer), I want it to return a 1 in the column X.result.
I tried to create this with looping through 1 column first and add more after, but I can't seem to manage it to work:
for i = 1:length(X.result)
if (~isnan((X.A)))
X.result(i) = 1;
end
end
I think I might be doing something wrong in defining variables but I can't seem to figure it out. The first line after the if statement ( if (~isnan((X.A))) ) works, but no 0 or 1 is assigned to the X.result column. Can anybody help me with this? Thanks!
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VBBV
2023년 1월 6일
X.A = [randi([0 10],1,7) NaN]
X.B = repmat(NaN,1,8);
for i = 1:length(X.A)
if (isnan(X.A(i)) & isnan(X.B(i)))
X.result(i) = 0;
elseif ~isnan(X.A(i)) | ~isnan(X.B(i))
X.result(i) = 1;
end
end
[X.A.', X.B.', X.result.']
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VBBV
2023년 1월 6일
extend the condition /check you have inside the loop, upto 10 columns as
if (isnan(X.A(i)) & isnan(X.B(i))) & isnan(X.C(i)) ... so on
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