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Project: Manufacturing
1
2
3
4
5
6
7
Upload Method
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Primary key
Aggregation
Target
Variable Selection
Prescriptions
Step 5: Aggregation
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Based on the earlier steps, below is the sample of the aggregated data.
ID
Construction
Req_Finish_Fabrics
Fabric_Allowance
Rec_Beam_length(yds)
assump_crimp%
act_crimp%
Previous_pdn
Req_grey_fabric
Req_beam_length(yds)
Total_pdn_m/c
Rej_and_cut_Piece
Total_pdn_per_order
weft_count
epi
ppi
1
12
31300
6
5752.336
12.5
251
2711
33297.87
34797.65
5047
0
0
80
110
80
2
12
31300
6
5883.568
12.5
18053
1060
33297.87
34797.65
2111
0
0
80
110
80
3
12
31300
6
3094.888
12.5
5731
1345
33297.87
34797.65
2348
0
0
80
110
80
4
12
31300
6
5894.504
12.5
929
2708
33297.87
34797.65
5026
0
0
80
110
80
5
12
31300
6
5850.76
12.5
4715
2571
33297.87
34797.65
4595
0
0
80
110
80
6
12
31300
6
5905.44
12.5
5210
2562
33297.87
34797.65
4565
0
0
80
110
80
7
12
31300
6
5905.44
12.5
8663
2432
33297.87
34797.65
3954
0
0
80
110
80
8
12
31300
6
38286.94
12.5
6956
3304
33297.87
34797.65
27646
285
27982
80
110
80
9
35
10450
7
1443.552
14.5
25616
338
11236.56
12017.35
1302
0
0
40
110
90
10
35
10450
7
1749.76
14.5
1754
517
11236.56
12017.35
1464
0
0
40
110
90
11
35
10450
7
2405.92
14.5
2023
1119
11236.56
12017.35
2004
0
0
40
110
90
12
35
10450
7
2427.792
14.5
2822
1108
11236.56
12017.35
1996
0
0
40
110
90
13
35
10450
7
1640.4
14.5
1735
416
11236.56
12017.35
1373
0
0
40
110
90
14
35
10450
7
1749.76
14.5
970
546
11236.56
12017.35
1490
0
0
40
110
90
15
35
10450
7
1640.4
14.5
1141
435
11236.56
12017.35
1390
0
0
40
110
90
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