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Age
int64
18
70
Gender
int64
0
1
AnnualIncome
float64
20k
150k
NumberOfPurchases
int64
0
20
ProductCategory
int64
0
4
TimeSpentOnWebsite
float64
1.04
60
LoyaltyProgram
int64
0
1
DiscountsAvailed
int64
0
5
PurchaseStatus
int64
0
1
54
0
140,650.873242
17
3
33.153954
0
1
0
52
1
78,466.179519
18
2
15.770076
1
1
0
49
0
105,342.218953
19
4
27.689639
0
3
0
65
0
129,114.004006
12
1
57.814522
1
0
1
56
1
25,612.585654
12
2
27.452442
0
3
0
55
0
115,749.579684
10
4
7.630777
0
4
1
23
1
107,940.831839
0
2
59.040367
0
0
0
52
1
99,401.40924
12
4
43.66037
1
0
1
45
0
46,322.472821
11
4
46.431252
0
2
0
42
0
37,093.585587
8
1
46.269471
1
4
1
38
1
30,519.506797
4
4
59.893795
0
3
0
39
0
71,367.017989
3
0
36.025267
0
5
1
51
1
28,885.91604
10
1
48.26868
0
5
0
22
0
112,695.986582
13
1
40.893283
0
5
1
20
0
119,588.42095
12
4
52.761274
1
2
1
68
0
132,488.448658
1
1
1.288183
0
5
0
29
1
58,153.547017
16
2
59.991105
1
3
1
52
1
48,869.86319
15
2
13.878119
1
0
0
36
1
64,278.541656
19
1
18.873765
0
0
0
54
0
127,471.956766
7
3
42.757439
1
1
1
54
0
63,075.110923
14
1
53.062142
0
4
1
39
1
92,857.282027
18
1
17.408618
0
5
1
38
0
62,927.958433
19
0
8.907469
0
5
1
53
0
124,637.880989
5
4
49.434234
0
4
0
36
1
113,965.859417
10
0
32.465193
1
5
1
46
1
132,847.369714
5
4
28.376025
0
3
0
70
1
102,196.679973
16
1
6.833527
1
3
1
35
0
115,250.876577
13
1
22.019425
1
0
1
47
0
47,559.227111
17
3
15.200214
0
5
0
69
0
32,893.152946
15
1
56.190065
0
0
0
52
1
78,281.477198
6
1
47.980855
1
0
1
61
0
78,319.382024
0
2
13.021574
0
1
0
39
0
57,167.882601
3
2
26.42804
1
2
0
65
0
95,397.892366
19
2
19.047794
1
3
1
56
0
36,321.527919
14
4
42.012069
0
5
0
68
1
41,547.471377
10
0
56.025742
1
0
0
70
1
109,222.535569
20
4
33.697071
1
3
1
38
0
135,492.4774
19
1
5.977883
0
2
0
45
1
101,410.461785
19
4
25.433759
1
2
0
52
0
27,302.890055
20
4
17.09484
0
4
1
43
0
56,404.852842
1
1
35.422147
1
4
1
57
1
31,518.055858
5
4
54.702783
0
4
0
18
1
37,124.740549
19
3
13.847174
1
3
1
50
0
87,926.323541
19
3
41.6131
0
4
1
45
1
143,075.38476
1
1
41.786804
0
1
0
51
1
134,071.106065
6
2
23.843813
0
5
1
27
0
55,132.199977
12
4
40.224261
0
4
1
45
0
145,586.175667
13
4
44.05646
0
2
0
19
1
100,768.018376
11
1
46.008026
0
1
1
69
0
26,738.653886
14
1
32.234047
1
4
1
21
1
120,794.999552
10
0
7.63077
0
2
0
67
1
38,456.358669
18
1
51.337373
0
0
0
23
1
75,968.814
11
3
31.02423
0
1
1
32
0
124,770.302015
5
4
47.556671
0
0
0
44
0
135,525.680435
3
0
13.961246
0
3
0
65
0
143,121.786724
19
2
59.532411
0
2
0
64
0
63,577.046158
20
4
25.655156
0
4
0
19
0
149,523.463892
5
3
13.579032
0
4
0
51
1
61,286.283384
4
0
15.054357
0
0
0
26
0
129,928.567189
9
1
28.906445
0
3
1
48
1
129,069.652603
7
3
43.19307
0
5
1
66
1
72,194.261062
7
0
58.808409
0
3
1
51
1
22,848.732741
11
4
49.936303
1
3
0
31
0
102,692.486033
0
0
40.284019
0
5
1
20
1
22,001.33592
7
1
23.361344
0
4
1
55
1
95,460.788129
20
3
48.540071
0
5
1
61
1
79,579.083399
5
2
3.452031
1
4
0
54
0
50,209.961997
2
0
4.686306
1
1
0
20
1
69,051.347015
4
2
6.361716
0
2
0
36
1
52,616.09594
15
3
18.275959
1
5
0
62
1
77,920.413036
20
1
24.278517
0
4
0
63
0
71,874.591294
10
2
43.546243
0
1
0
61
1
114,703.788031
14
0
14.350363
0
4
0
69
1
98,875.124213
4
0
2.242409
0
5
1
22
0
112,331.563821
13
1
54.269213
1
1
1
68
1
103,955.405645
7
0
11.159651
1
1
0
64
0
91,064.268624
7
0
5.520722
1
5
1
27
0
52,903.200093
3
0
8.815668
0
3
0
20
0
83,318.049446
2
4
16.050513
1
0
0
38
1
27,511.47293
4
0
9.24185
0
4
0
47
0
85,963.552033
5
0
37.044657
1
0
0
50
0
29,330.854809
7
2
45.472324
0
2
0
59
0
115,477.71117
18
2
49.059348
0
4
1
70
1
124,576.836998
3
4
8.411321
0
1
0
57
0
138,251.486527
15
1
28.807986
1
0
0
33
0
92,992.996435
11
0
29.504944
0
3
1
37
1
112,875.141329
1
4
20.068461
0
1
0
28
1
20,496.589946
9
2
36.853453
0
0
0
30
1
55,849.783873
5
0
55.040163
0
4
1
18
1
87,934.957914
6
0
59.968606
1
4
1
66
1
99,768.534851
3
4
29.957808
1
1
0
19
0
124,905.513815
13
3
48.693112
0
2
1
27
0
146,299.249817
8
1
1.590614
1
5
1
43
1
25,514.898767
20
4
57.769557
1
4
1
64
0
98,493.408883
5
0
24.978694
0
1
0
65
1
141,786.920064
11
4
56.081247
0
1
0
40
1
56,238.783414
2
3
19.349413
0
1
0
25
0
75,390.839906
20
2
2.474061
1
0
1
35
0
132,680.146086
13
0
43.770941
1
5
1
26
0
82,665.337555
11
1
34.729054
0
3
1