'reshape' by identifiers
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Hi, I am trying to reshape data by two identifiers: date and id. The origianl data I have can be simplified as follow;
date id v1
2000 1 99
2001 1 84
1997 2 74
1998 2 89
1999 2 48
2000 2 43
2001 2 45
2002 2 49
And I need to change the original data into the matrix as below;
date id1 id2
1997 . 74
1998 . 89
1999 . 48
2000 99 43
2001 84 45
2002 . 49
I used to use nested for loop that goes through every elemnt in the original data and copy it into the matrix I need to generate if both of date and id are matched. But now, the length of original data is over 3 mil and it took me more than 30 min. to make the matrix I want. And I don't think plain reshape function can solve this problem. Can anyone help me to solve this problem? Thank you.
Minsoo
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采纳的回答
Walter Roberson
2011-6-25
This should probably be much faster:
[uyear, m, yearidx] = unique(Matrix(:,1));
OutMat = nan(length(uyear),3);
OutMat(:,1) = uyear(:);
OutMat(sub2ind([length(OutMat),3], yearidx, 1 + Matrix(:,2))) = Matrix(:,3);
(Function corrected as the output of the previous iteration required a reshape())
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更多回答(2 个)
Andrei Bobrov
2011-6-25
L = M(:,2)==1;
M2 = M(~L,:);
M2(ismember(M2(:,1),M(L,1)),2) = M(L,3)
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Andrei Bobrov
2011-6-25
Hi Walter!
I agree with you, my variant - the answer to a specific question.
'2' can be easily replaced by any number or NaN -> M2(M2(:,2)==2,2) = NaN;
另请参阅
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