How to split a column with numerical values?

2 次查看(过去 30 天)
Hi all,
I have a 1x72 structure with one column containing three numerical values (attched).
I would like to convert it into a 3x72 table with each numerical value in a seperate column with diffrent name, for example:
'name 1' 'name 2' 'name 3'
0.9377 0.9246 0.9982
Can you help please?

采纳的回答

Stephen23
Stephen23 2022-3-2
编辑:Stephen23 2022-3-2
Here are two robust MATLAB approaches (both much more robust than blindly using STRUCT2ARRAY):
S = load('data.mat');
ICCs = S.ICCs
ICCs = 1×72 struct array with fields:
Metrics
T = array2table(vertcat(ICCs.Metrics),'VariableNames',{'XX','YY','ZZ'})
T = 72×3 table
XX YY ZZ _______ _______ _______ 0.93769 0.92456 0.99817 0.86066 0.90427 0.99263 0.84509 0.85719 0.98951 0.8738 0.89004 0.99273 0.55918 0.68187 0.55212 0.7432 0.56476 0.70838 0.67489 0.51727 0.64014 0.764 0.72324 0.6591 0.81925 0.90581 0.90397 0.71105 0.74472 0.83758 0.71823 0.71584 0.84393 0.90053 0.85199 0.96139 0.90284 0.82024 0.98977 0.78653 0.76117 0.97559 0.75978 0.70471 0.97234 0.78341 0.70018 0.97691
T = splitvars(struct2table(ICCs),'Metrics','NewVariableNames',{'XX','YY','ZZ'})
T = 72×3 table
XX YY ZZ _______ _______ _______ 0.93769 0.92456 0.99817 0.86066 0.90427 0.99263 0.84509 0.85719 0.98951 0.8738 0.89004 0.99273 0.55918 0.68187 0.55212 0.7432 0.56476 0.70838 0.67489 0.51727 0.64014 0.764 0.72324 0.6591 0.81925 0.90581 0.90397 0.71105 0.74472 0.83758 0.71823 0.71584 0.84393 0.90053 0.85199 0.96139 0.90284 0.82024 0.98977 0.78653 0.76117 0.97559 0.75978 0.70471 0.97234 0.78341 0.70018 0.97691

更多回答(2 个)

KSSV
KSSV 2022-3-2
编辑:KSSV 2022-3-2
load('data.mat')
name = reshape(struct2array(ICCs),3,[])' ;
T = array2table(name);
Or you can use
load('data.mat')
T = struct2table(ICCs);
  1 个评论
Stephen23
Stephen23 2022-3-2
编辑:Stephen23 2022-3-2
Avoid this code, it is not robust. Consider what would happen if the structure contains other fields.
One of the main benefits of using structures is that each field can be processed independently. This approach using STRUCT2ARRAY discards that benefit, making the code more fragile to future data changes.
EDIT: after KSSV editted and added a second approach: the second code suggestion does not work because the OP requested three columns in the table, and that code only returns one.
Sigh.

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Mathieu NOE
Mathieu NOE 2022-3-2
hello
this would be my suggestion
load data.mat
% convert structure to numerical array
a = struct2cell(ICCs);
a = squeeze(a);
a = vertcat(a{:});
% create table
t = array2table(a,'VariableNames',{'name 1' 'name 2' 'name 3'});
  1 个评论
Stephen23
Stephen23 2022-3-2
One of the main benefits of using structures is that each field can be processed independently. This approach using STRUCT2CELL discards that benefit, making the code more fragile to future data changes.
SQUEEZE (which is an abomination anyway) is not required if the variable is used for a comma-separated list.

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