Customer_ID Age Gender Annual_Income Spending_Score Purchase_Freque

1 56 Male 71663 96 11
2 69 Male 35708 27 5
3 46 Male 111906 63 1
4 32 Male 69811 96 8
5 60 Male 22811 68 12
6 25 Male 76250 60 12
7 38 Male 92082 5
8 56 Female 54754 18 7
9 36 Female 115742 3 4
10 40 Female 31411 34 6
11 28 Other 63 13
12 28 Female 87270 48 15
13 41 Other 103763 16 3
14 53 Female 28680 43 8
15 57 Male 104896 91 16
16 41 Male 13
17 20 Male 91295 92 18
18 39 Female 108614 45 10
19 19 Female 31111 5 19
20 41 Female 57504 98 17
21 61 Male 21802 36 19
22 47 Female 28155 23 5
23 55 Male 93656 92 9
24 19 Other 59384 45 12
25 38 Female 67254 52 1
26 50 Female 41918 94 1
27 29 Male 105981 98 15
28 Male 80713 59 2
29 61 Male 50306 96 16
30 42 Female 36646 62 8
31 66 Male 66843 84 13
32 44 Male 116601 1
33 59 Male 110735 86 16
34 45 Female 36371 32 7
35 Female 97371 66 5
36 32 Female 22049 17 3
37 64 Female 51616 24 12
38 68 Male 40932 94 16
39 61 Female 49855 53 19
40 69 Female 81434 57 5
41 20 Male 92694 66 14
42 54 Other 63016 45 5
43 68 Female 27400 23 15
44 24 Female 62642 31 17
45 38 Female 35151 46 14
46 26 Female 71407 85 5
47 56 Male 86690 22 12
48 35 Male 24499 65 16
49 21 Female 26295 26 16
50 42 Male 79040 7
51 31 Male 32183 89 4
52 67 Female 49299 16 1
53 26 Male 32874 32 5
54 43 Male 52711 8 10
55 19 Male 25539 42 5
56 37 Other 73351 47 4
57 45 Male 81267 38 2
58 64 Female 68354 92 10
59 24 Male 22557 41 19
60 61 Male 58360 25 1
61 25 Male 102018 98 5
62 64 Male 22200 49 13
63 52 Female 88497 24 4
64 Female 23 16
65 34 Female 41357 16
66 53 Male 59 2
67 Male 22869 6 17
68 57 Male 81135 56 12
69 21 Male 70108 35 18
70 19 Female 114179 44 3
71 Male 110272 19 1
72 59 Male 64 1
73 21 Male 43328 7 19
74 46 Male 111412 15 11
75 35 Female 106831 13 5
76 43 Female 23987 75 12
77 61 Male 78871 86 3
78 51 Other 42399 14 1
79 27 Male 66214 91 1
80 53 Other 119522 97 8
81 31 Male 106416 65 10
 82 48 Male 90271 31 11
83 65 Male 64064 86 12
84 32 Female 90091 62 13
85 25 Female 60818 85 12
86 31 Female 65525 50 14
87 40 Male 39830 24 2
88 57 Female 37429 57 19
89 38 Female 26893 62 18
90 33 Male 99909 61 3
91 62 Male 67333 21 17
92 35 Male 23436 57 8
93 64 Female 94290 57 10
94 41 Female 96213 85 2
95 43 Other 25895 48 19
96 42 Male 39738 51 9
97 62 Female 50746 41 7
98 58 Female 69377 69 4
99 46 Male 68404 14 18
100 32 Female 74045 53 13
84 32 Female 90091 62 13
54 43 Male 52711 8 10
71 Male 110272 19 1
46 26 Female 71407 85 5
45 38 Female 35151 46 14
Last_TransactionPreferred_Category
75 Grocery
217 Grocery
277
249 Sports
164 Clothing
357 Beauty
192 Clothing
227 Beauty
177
99 Sports
36 Electronics
96 Electronics
152 Grocery
151 Sports
190 Beauty
224
37 Beauty
268 Electronics
183 Electronics
13 Electronics
279 Sports
217 Clothing
355 Beauty
361 Sports
286 Sports
273 Sports
62 Sports
84 Sports
217 Grocery
342 Beauty
187 Sports
19 Beauty
177 Grocery
100 Grocery
233 Beauty
76 Electronics
265 Clothing
284 Electronics
206 Electronics
223 Electronics
 52
339 Grocery
144 Electronics
69 Grocery
99 Beauty
25 Clothing
53 Beauty
151 Beauty
144 Sports
57 Clothing
39 Beauty
109 Beauty
181 Clothing
42 Clothing
186 Beauty
223 Clothing
122 Beauty
133 Beauty
163 Sports
215 Electronics
221 Beauty
235 Grocery
331 Electronics
146 Electronics
239 Electronics
76 Sports
9 Beauty
74 Sports
253 Beauty
230 Sports
7 Sports
174 Grocery
141 Sports
168 Clothing
170 Grocery
283 Sports
122 Electronics
194 Clothing
5 Clothing
29 Clothing
165 Grocery
339 Sports
136 Sports
321 Electronics
342 Electronics
145 Clothing
327 Electronics
217 Grocery
301 Sports
132 Clothing
292 Electronics
70
252 Grocery
275 Electronics
364 Sports
182 Electronics
167 Clothing
91 Electronics
202 Grocery
346 Electronics
321 Electronics
42 Clothing
7 Sports
25 Clothing
99 Beauty