Create array from table with observations with two codes

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William Ambrose
William Ambrose 2021년 1월 29일
댓글: William Ambrose 2021년 2월 1일
I want to create a matrix based on a table with observations which have two codes to each observation.
Based on the table x I want to get the array at the bottom. I know how I can generate it by making a heatmap, but I am sure there is a much better way. Hopefully there is a function so that I don't need to generate a heatmap and copy the variable from there.
>> x = readtable("C:\matlap_files\tst.csv")
x =
6×3 table
observations code1 code2
____________ _____ _____
100 {'a'} {'a'}
15 {'b'} {'b'}
25 {'c'} {'d'}
111 {'d'} {'d'}
200 {'e'} {'f'}
175 {'f'} {'f'}
>> h = heatmap(x,'code1','code2','ColorVariable',"observations",'ColorMethod','sum')
h =
HeatmapChart (Sum of observations) with properties:
SourceTable: [6×3 table]
XVariable: 'code1'
YVariable: 'code2'
ColorVariable: 'observations'
ColorMethod: 'sum'
Show all properties
>> h.ColorData
ans =
100 0 0 0 0 0
0 15 0 0 0 0
0 0 25 111 0 0
0 0 0 0 200 175

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Star Strider
Star Strider 2021년 1월 29일
The accumarray function is perfect for this:
x = readtable('Wtst.csv');
[G,code1,code2] = findgroups(x.code1,x.code2);
[Ux1,~,ix1] = unique(x.code1,'stable');
[Ux2,~,ix2] = unique(x.code2,'stable');
tally = accumarray([ix2,ix1], x.observations, [], @sum)
producing:
tally =
100 0 0 0 0 0
0 15 0 0 0 0
0 0 25 111 0 0
0 0 0 0 200 175
.
  댓글 수: 3
Star Strider
Star Strider 2021년 2월 1일
I very much appreciate your compliment!
As always, my pleasure!

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