Sorting Column Variable to a Row

조회 수: 1(최근 30일)
Huw Wadkin
Huw Wadkin 2021년 6월 16일
댓글: Stephen 2021년 6월 16일
I have been given my data in 3 Columns of a table as depicted in the below screenshot (I have had to try and replicate a similar scenario using excel as I can't share the actual data):
and I wish to have it in this format for easier analysis/plots such as surface plots, with NaN is cells where there is no value for that date and category:
Any help would be appreciated.
Thanks,
Huw

채택된 답변

Stephen
Stephen 2021년 6월 16일
편집: Stephen 2021년 6월 16일
Do NOT use loops for this, the inbuilt tools are much better! First lets create some fake data in a table:
C = randi(6,30,1);
D = datetime(2021,1,randi(3,30,1));
T = unique(table(D,C),'rows');
T.V = randi([10,100],height(T),1)/10
T = 15×3 table
D C V ___________ _ ___ 01-Jan-2021 1 8.5 01-Jan-2021 2 6.6 01-Jan-2021 3 4.2 01-Jan-2021 4 1.6 01-Jan-2021 5 8.5 01-Jan-2021 6 8.9 02-Jan-2021 2 7.7 02-Jan-2021 3 3.7 02-Jan-2021 5 3.7 02-Jan-2021 6 1.6 03-Jan-2021 1 7.8 03-Jan-2021 2 5.8 03-Jan-2021 3 7.3 03-Jan-2021 4 3.7 03-Jan-2021 6 4.8
Rearranging how you requested is very easy with just one unstack command:
U = unstack(T,'V','C', 'VariableNamingRule','preserve')
U = 3×7 table
D 1 2 3 4 5 6 ___________ ___ ___ ___ ___ ___ ___ 01-Jan-2021 8.5 6.6 4.2 1.6 8.5 8.9 02-Jan-2021 NaN 7.7 3.7 NaN 3.7 1.6 03-Jan-2021 7.8 5.8 7.3 3.7 NaN 4.8
  댓글 수: 3
Stephen
Stephen 2021년 6월 16일
@Huw Wadkin: what options you have available depends on what MATLAB version you are using, which so far you have not told us. Use the local help of your installed MATLAB to know what options you can use.
"What do these options do?"

댓글을 달려면 로그인하십시오.

추가 답변(1개)

SALAH ALRABEEI
SALAH ALRABEEI 2021년 6월 16일
편집: SALAH ALRABEEI 2021년 6월 16일
Assume your table ( without labels) is of size nx3; where the 1st col is your dates (in numbers), 2nd is your cat, and the 3rd is the values. See this example
x=[ 1 1 1 2 2 2 2 3 3];
y=[0:8];
z=round(100*rand(1,9));
D = [x;y;z]';
a=unique(D(:,1));
B=nan*ones(length(a),size(D,1));
for i = 1:length(a)
B(i,a(i)==D(:,1))=D(a(i)==D(:,1),3);
end

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by