Association Rule analysis

Excel worksheets contains a set of receipt data for a bakery where each row represents a different customer’s purchase. For each row, a 1 indicates they purchased that product and a 0 means they did not. In total, there are 50 different products the bakery sells, and the owner is interested in determining any association rules in the purchase patterns of their customers.

Complete an Association Rule analysis on the following data using a minimum confidence percentage of 70% and minimum support of 10.

Answer the following questions listed below directly in your Excel file.

Pick any one of the resultant rules developed by your analysis and explain each of the columns in the output using that rule as an example.
Select the 5 rules you would recommend to the bakery owner and explain your reasoning.

HW2

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0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0

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1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0

0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0

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0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0

1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1

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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0

1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0

0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

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0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1

1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0

0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0

0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0

0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0

0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0

0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1

0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1

0 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0

0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0

0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0

0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0

0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0

0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1

0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0

0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Receipt #	Chocolate Cake	Lemon Cake	Casino Cake	Opera Cake	Strawberry Cake	Truffle Cake	Chocolate Éclair	Coffee Éclair	Vanilla Éclair	Napoleon Cake	Almond Tart	Apple Pie	Apple Tart	Apricot Tart	Berry Tart	Blackberry Tart	Blueberry Tart	Chocolate Tart	Cherry Tart	Lemon Tart	Pecan Tart	Ganache Cookie	Gongolais Cookie	Raspberry Cookie	Lemon Cookie	Chocolate Meringue	Vanilla Meringue	Marzipan Cookie	Tuile Cookie	Walnut Cookie	Almond Croissant	Apple Croissant	Apricot Croissant	Cheese Croissant	Chocolate Croissant	Apricot Danish	Apple Danish	Almond Twist	Almond Bear Claw	Blueberry Danish	Lemon Lemonade	Raspberry Lemonade	Orange Juice	Green Tea	Bottled Water	Hot Coffee	Chocolate Coffee	Vanilla Frappuccino	Cherry Soda	Single Expresso
																																																			1	0
240
487
580
839
1406
1654
1797
1891
2048
2340
2348
2704
2710
3024
3042
3250
3282
3369
3458
3475
3860
3929
4155
4612
4955
5258
5348
5418
5522
5529
5613
5806
5952
6364
6368
6766
6823
6832
6860
7194
7223
7236
7329
7450
7465
8000
8115
8396
8407
8924
9112
9180
9250
9286
9350
9525
10261
10589
10717
10766
10806
10843
10865
11107
11134
11230
11261
11889
12023
12391
12798
12963
13412
13867
13930
14089
14141
14237
14251
14659
15265
15319
15330
15506
15553
15602
15966
15978
16126
16324
16371
16383
16419
16451
16528
16779
16884
17281
17300
17534
17698
17833
18244
18296
18444
18983
19110
19380
19481
19905
20057
20194
20318
21042
21667
22116
22221
22381
22724
22976
23046
23473
23739
23898
24124
24389
24399
24692
24933
25093
25347
25574
25781
25908
26026
26557
26633
26842
26869
27161
27299
27818
27843
27854
27876
28089
28109
28162
28795
28884
29267
29560
30097
30212
30486
30505
30809
30871
30884
31042
31250
31258
31383
31429
31525
31838
31933
32281
32481
32806
32862
33053
33896
34087
34094
34176
34279
34582
35108
35143
35182
35207
35364
35399
35600
35779
35926
36115
36186
36203
36433
36626
36866
36920
37146
37186
37371
37465
37525
37801
38169
38314
38435
38638
38709
39013
39085
40189
40441
40549
40576
41145
41234
41270
41398
41885
42311
42630
42996
43194
43222
43250
43275
43540
43757
43835
43838
44723
45058
45439
45545
45557
45739
45878
46151
46198
46206
46357
46410
46416
46822
47026
47214
47999
48139
48453
48558
48569
48622
48675
48770
48922
48935
49351
49869
50088
50288
50337
50658
50829
50861
50898
51008
51050
51510
51519
51528
51666
51755
51767
51813
51960
52348
52435
52689
52997
53171
53755
53841
54028
54061
54171
54242
54252
54461
54733
54891
55108
55126
55508
55594
55628
55808
55941
56078
56111
56272
56352
56463
56488
56504
56632
56700
57115
57455
57512
57615
57715
57734
57766
57853
57897
57973
58007
58071
58411
58447
58526
58583
58648
58704
59122
59484
59663
59816
59884
60149
60293
60409
60447
60667
61059
61097
61432
61670
61687
61719
61930
61986
61992
62244
62312
62316
62337
62353
62740
62744
63139
63332
63666
64103
64287
64460
64690
64937
66003
66013
66449
66678
66763
67005
67329
67656
67695
67847
67995
68102
68159
68214
68534
69134
69143
69322
69337
69634
69714
70116
70128
70176
70909
70964
71159
71162
71181
71264
71456
71601
71774
71932
72079
72254
72271
72401
72970
73961
74318
74335
74515
74601

>Sheet

inch screen

0 GB

1 0 1 0 0 1 0 0 1 0 0 1 0
2 0 1 0 0 0 1 0 0 1 0 0 1
3 0 1 0 0 1 0 0 1 0 1 0 0
4 1 0 0 0 1 0 0 0 1 0 1 0
5 0 0 1 0 0 1 0 0 1 0 0 1

0 0 1 0 1 0 0 1 0 0 0 1

7 0 0 1 0 0 1 0 0 1 0 0 1
8 1 0 0 0 1 0 0 1 0 0 1 0

0 1 0 1 0 0 1 0 0 0 1 0

0 1 0 0 1 0 0 0 1 0 1 0

0 1 0 0 0 1 1 0 0 0 0 1

12 0 1 0 0 0 1 0 1 0 0 0 1

0 1 0 1 0 0 0 1 0 0 1 0

0 1 0 0 1 0 1 0 0 0 1 0

15 0 1 0 1 0 0 1 0 0 0 1 0

0 0 1 0 0 1 0 0 1 0 0 1

1 0 0 1 0 0 1 0 0 0 1 0

1 0 0 0 1 0 0 1 0 0 0 1

0 1 0 0 0 1 1 0 0 0 1 0

20 1 0 0 0 1 0 0 1 0 0 0 1

0 1 0 0 1 0 0 0 1 0 0 1

0 1 0 0 1 0 0 1 0 0 1 0

0 1 0 0 0 1 0 1 0 1 0 0

0 1 0 0 1 0 0 1 0 0 1 0

0 1 0 0 0 1 1 0 0 0 1 0

1 0 0 0 1 0 0 1 0 1 0 0

1 0 0 0 1 0 1 0 0 0 0 1

1 0 0 1 0 0 0 1 0 1 0 0

0 0 1 0 1 0 0 0 1 0 1 0

1 0 0 1 0 0 0 1 0 1 0 0

1 0 0 1 0 0 1 0 0 0 1 0

1 0 0 1 0 0 1 0 0 1 0 0

0 1 0 0 1 0 0 0 1 0 1 0

0 1 0 0 0 1 0 1 0 0 1 0

0 0 1 0 1 0 0 1 0 0 0 1

1 0 0 0 1 0 1 0 0 1 0 0

1 0 0 1 0 0 0 0 1 0 0 1

0 1 0 1 0 0 0 1 0 1 0 0

0 1 0 0 0 1 0 0 1 0 1 0

0 0 1 0 1 0 0 0 1 0 1 0

1 0 0 1 0 0 0 1 0 1 0 0

0 1 0 0 0 1 0 1 0 1 0 0

0 0 1 0 0 1 0 0 1 0 0 1

0 0 1 0 1 0 0 1 0 0 1 0

0 1 0 0 0 1 0 1 0 1 0 0

0 1 0 0 1 0 0 1 0 0 1 0

0 1 0 0 1 0 1 0 0 0 1 0

1 0 0 0 1 0 0 1 0 0 1 0

50 0 1 0 1 0 0 0 1 0 1 0 0

1 0 0 0 0 1 0 1 0 1 0 0

0 1 0 0 0 1 0 1 0 0 1 0

1 0 0 0 1 0 0 1 0 0 1 0

0 1 0 1 0 0 0 1 0 1 0 0

0 0 1 0 1 0 0 1 0 0 1 0

1 0 0 0 1 0 1 0 0 0 0 1

1 0 0 1 0 0 0 1 0 0 1 0

0 1 0 0 1 0 1 0 0 0 1 0

0 1 0 0 1 0 1 0 0 1 0 0

1 0 0 1 0 0 0 1 0 0 1 0

0 0 1 0 0 1 0 1 0 0 0 1

0 1 0 1 0 0 0 1 0 0 1 0

0 1 0 0 1 0 1 0 0 1 0 0

0 1 0 0 1 0 0 1 0 0 1 0

0 0 1 0 1 0 0 1 0 0 0 1

1 0 0 0 1 0 1 1 0 1 0 0

1 0 0 0 0 1 0 1 0 1 0 0

																PC Purchase	Data
Processor	Screen Size	Memory	Hard Drive
Record	Intel Core i		3	Intel Core i		5	Intel Core i							7	1			0	12	15	2 GB	4	8	3	20	50	750 GB
	6
								9
													10
			11
		13
					14
									16
						17
									18
									19
	21
				22
	23
	24
	25
	26
	27
	28
	29
	30
											31
										32
											33
	34
	35
	36
	37
												38
	39
		40
41
42
43
44
45
46
47
48
49
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
	67

AssocRules_Output

16 0 16
Inputs
Data

List of Rules
1

750 GB 12 17 8

750 GB 13 17 7

3 50

14 19 7

Intel Core i3 16 22 9

9 33 7

500 GB 14 31 10

500 GB 10 31 7

8 70

& 4 GB

Intel Core i5 10 33 7

9 80

4 GB 10 38 8

320 GB 4 GB 19 38 15

11 77.7777777778

4 GB 9 38 7

12 inch screen 16 32 10

15 inch screen Intel Core i5 19 33 12

500 GB Intel Core i5 31 33 19

Intel Core i5 500 GB 33 31 19 1.2443792766

Intel Core i7 12 inch screen 12 32 7

500 GB 12 inch screen 31 32 18

18 56.25 12 inch screen 500 GB 32 31 18 1.2157258065
19

500 GB 18 31 10

2 GB Intel Core i5 17 33 10

2 GB 500 GB 17 31 9

22 56.25 4 GB & 500 GB Intel Core i5 16 33 9

23 55.5555555556

Intel Core i5 18 33 10

Intel Core i3 4 GB 22 38 14

25 63.6363636364

4 GB 11 38 7 1.1220095694

26 52.9411764706 2 GB 12 inch screen 17 32 9

27 62.5 10 inch screen 4 GB 16 38 10

12 inch screen 19 32 10 1.1019736842

Intel Core i5 15 33 8

30 50 10 inch screen 500 GB 16 31 8

31 50

500 GB 18 31 9 1.0806451613

32 52.6315789474 320 GB Intel Core i5 19 33 10

33 50 Intel Core i3 12 inch screen 22 32 11

34 50

12 inch screen 14 32 7 1.046875

35 58.3333333333

4 GB 12 38 7

36 56.25 12 inch screen 4 GB 32 38 18

37 55.5555555556 12 inch screen & 500 GB 4 GB 18 38 10

Intel Core i5 4 GB 33 38 18

39 52.6315789474 15 inch screen 4 GB 19 38 10

500 GB 4 GB 31 38 16

XLMiner : Association Rules
Output Navigator	Elapsed Times in Milliseconds
	Inputs		List of Rules	AssocRules Time	Report Time	Total
# Transactions in Input Data
# Columns in Input Data
# Items in Input Data
# Association Rules
Minimum Support
Minimum Confidence	50.00%
Rule: If all Antecedent items are purchased, then with Confidence percentage Consequent items will also be purchased.
Row ID	Confidence %	Antecedent (A)	Consequent (C)	Support for A	Support for C	Support for A & C	Lift Ratio
66.6666666667		Intel Core i7	2.6274509	80
53.8461538462	8 GB	2.1221719457
			Intel Core i3								4 GB	320 GB	1.7631578947
			56.25			10 inch screen	1.7130681818
	77.7777777778	2 GB &								500 GB				Intel Core i5	1.5791245791
71.4285714286	Intel Core i5 &							12 inch screen	1.5437788018
	70	Intel Core i5 & 2 GB	1.5129032258
		15 inch screen	1.4212121212
Intel Core i5 & 320 GB	1.4105263158
78.9473684211	1.391966759
Intel Core i3 & 320 GB	1.3713450292
	62.5		4 GB & 500 GB	1.30859375
63.1578947368	1.2822966507
61.2903225806		1.2443792766
57.5757575758
	58.3333333333	1.2213541667
58.064516129		1.2157258065
		55.5555555556	12 inch screen & 4 GB	1.2007168459
58.8235294118	1.1942959002
	52.9411764706	1.1442125237
1.1420454545
	12 inch screen & 500 GB	1.1279461279
	63.6363636364		1.1220095694
Intel Core i3 & 12 inch screen
1.1084558824
	1.1019736842
		52.6315789474	Intel Core i5 & 500 GB
53.3333333333	4 GB & 320 GB	1.0828282828
	1.0806451613
Intel Core i5 & 4 GB
1.0685805423
	1.046875
Intel Core i3 & 4 GB
Intel Core i5 & 15 inch screen	1.0285087719
0.9917763158
0.9795321637
54.5454545455	0.961722488
0.9279778393
51.6129032258	0.9100169779

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Association Rule analysis

HW2

AssocRules_Output

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Article

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Speech

Q & A

Critical Thinking

Areas of Expertise

Essay

Thesis

Presentation

Dissertation

Term Paper

Research Paper

Book Review

Assignment

Report

Case Study

Letter

Article

Coursework

Speech

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Critical Thinking

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Preferred Writer

Grammar Check Report

One Page Summary

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Thorough Proofreading

Delegate Your Challenging Writing Tasks to Experienced Professionals

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