Mall_Customers.csv
CustomerID |
Gender |
Age |
Annual Income (k$) |
Spending Score (1-100) |
1 |
Male |
19 |
15 |
39 |
2 |
Male |
21 |
15 |
81 |
3 |
Female |
20 |
16 |
6 |
4 |
Female |
23 |
16 |
77 |
5 |
Female |
31 |
17 |
40 |
6 |
Female |
22 |
17 |
76 |
7 |
Female |
35 |
18 |
6 |
8 |
Female |
23 |
18 |
94 |
9 |
Male |
64 |
19 |
3 |
10 |
Female |
30 |
19 |
72 |
11 |
Male |
67 |
19 |
14 |
12 |
Female |
35 |
19 |
99 |
13 |
Female |
58 |
20 |
15 |
14 |
Female |
24 |
20 |
77 |
15 |
Male |
37 |
20 |
13 |
16 |
Male |
22 |
20 |
79 |
17 |
Female |
35 |
21 |
35 |
18 |
Male |
20 |
21 |
66 |
19 |
Male |
52 |
23 |
29 |
20 |
Female |
35 |
23 |
98 |
21 |
Male |
35 |
24 |
35 |
22 |
Male |
25 |
24 |
73 |
23 |
Female |
46 |
25 |
5 |
24 |
Male |
31 |
25 |
73 |
25 |
Female |
54 |
28 |
14 |
26 |
Male |
29 |
28 |
82 |
27 |
Female |
45 |
28 |
32 |
28 |
Male |
35 |
28 |
61 |
29 |
Female |
40 |
29 |
31 |
30 |
Female |
23 |
29 |
87 |
31 |
Male |
60 |
30 |
4 |
32 |
Female |
21 |
30 |
73 |
33 |
Male |
53 |
33 |
4 |
34 |
Male |
18 |
33 |
92 |
35 |
Female |
49 |
33 |
14 |
36 |
Female |
21 |
33 |
81 |
37 |
Female |
42 |
34 |
17 |
38 |
Female |
30 |
34 |
73 |
39 |
Female |
36 |
37 |
26 |
40 |
Female |
20 |
37 |
75 |
41 |
Female |
65 |
38 |
35 |
42 |
Male |
24 |
38 |
92 |
43 |
Male |
48 |
39 |
36 |
44 |
Female |
31 |
39 |
61 |
45 |
Female |
49 |
39 |
28 |
46 |
Female |
24 |
39 |
65 |
47 |
Female |
50 |
40 |
55 |
48 |
Female |
27 |
40 |
47 |
49 |
Female |
29 |
40 |
42 |
50 |
Female |
31 |
40 |
42 |
51 |
Female |
49 |
42 |
52 |
52 |
Male |
33 |
42 |
60 |
53 |
Female |
31 |
43 |
54 |
54 |
Male |
59 |
43 |
60 |
55 |
Female |
50 |
43 |
45 |
56 |
Male |
47 |
43 |
41 |
57 |
Female |
51 |
44 |
50 |
58 |
Male |
69 |
44 |
46 |
59 |
Female |
27 |
46 |
51 |
60 |
Male |
53 |
46 |
46 |
61 |
Male |
70 |
46 |
56 |
62 |
Male |
19 |
46 |
55 |
63 |
Female |
67 |
47 |
52 |
64 |
Female |
54 |
47 |
59 |
65 |
Male |
63 |
48 |
51 |
66 |
Male |
18 |
48 |
59 |
67 |
Female |
43 |
48 |
50 |
68 |
Female |
68 |
48 |
48 |
69 |
Male |
19 |
48 |
59 |
70 |
Female |
32 |
48 |
47 |
71 |
Male |
70 |
49 |
55 |
72 |
Female |
47 |
49 |
42 |
73 |
Female |
60 |
50 |
49 |
74 |
Female |
60 |
50 |
56 |
75 |
Male |
59 |
54 |
47 |
76 |
Male |
26 |
54 |
54 |
77 |
Female |
45 |
54 |
53 |
78 |
Male |
40 |
54 |
48 |
79 |
Female |
23 |
54 |
52 |
80 |
Female |
49 |
54 |
42 |
81 |
Male |
57 |
54 |
51 |
82 |
Male |
38 |
54 |
55 |
83 |
Male |
67 |
54 |
41 |
84 |
Female |
46 |
54 |
44 |
85 |
Female |
21 |
54 |
57 |
86 |
Male |
48 |
54 |
46 |
87 |
Female |
55 |
57 |
58 |
88 |
Female |
22 |
57 |
55 |
89 |
Female |
34 |
58 |
60 |
90 |
Female |
50 |
58 |
46 |
91 |
Female |
68 |
59 |
55 |
92 |
Male |
18 |
59 |
41 |
93 |
Male |
48 |
60 |
49 |
94 |
Female |
40 |
60 |
40 |
95 |
Female |
32 |
60 |
42 |
96 |
Male |
24 |
60 |
52 |
97 |
Female |
47 |
60 |
47 |
98 |
Female |
27 |
60 |
50 |
99 |
Male |
48 |
61 |
42 |
100 |
Male |
20 |
61 |
49 |
101 |
Female |
23 |
62 |
41 |
102 |
Female |
49 |
62 |
48 |
103 |
Male |
67 |
62 |
59 |
104 |
Male |
26 |
62 |
55 |
105 |
Male |
49 |
62 |
56 |
106 |
Female |
21 |
62 |
42 |
107 |
Female |
66 |
63 |
50 |
108 |
Male |
54 |
63 |
46 |
109 |
Male |
68 |
63 |
43 |
110 |
Male |
66 |
63 |
48 |
111 |
Male |
65 |
63 |
52 |
112 |
Female |
19 |
63 |
54 |
113 |
Female |
38 |
64 |
42 |
114 |
Male |
19 |
64 |
46 |
115 |
Female |
18 |
65 |
48 |
116 |
Female |
19 |
65 |
50 |
117 |
Female |
63 |
65 |
43 |
118 |
Female |
49 |
65 |
59 |
119 |
Female |
51 |
67 |
43 |
120 |
Female |
50 |
67 |
57 |
121 |
Male |
27 |
67 |
56 |
122 |
Female |
38 |
67 |
40 |
123 |
Female |
40 |
69 |
58 |
124 |
Male |
39 |
69 |
91 |
125 |
Female |
23 |
70 |
29 |
126 |
Female |
31 |
70 |
77 |
127 |
Male |
43 |
71 |
35 |
128 |
Male |
40 |
71 |
95 |
129 |
Male |
59 |
71 |
11 |
130 |
Male |
38 |
71 |
75 |
131 |
Male |
47 |
71 |
9 |
132 |
Male |
39 |
71 |
75 |
133 |
Female |
25 |
72 |
34 |
134 |
Female |
31 |
72 |
71 |
135 |
Male |
20 |
73 |
5 |
136 |
Female |
29 |
73 |
88 |
137 |
Female |
44 |
73 |
7 |
138 |
Male |
32 |
73 |
73 |
139 |
Male |
19 |
74 |
10 |
140 |
Female |
35 |
74 |
72 |
141 |
Female |
57 |
75 |
5 |
142 |
Male |
32 |
75 |
93 |
143 |
Female |
28 |
76 |
40 |
144 |
Female |
32 |
76 |
87 |
145 |
Male |
25 |
77 |
12 |
146 |
Male |
28 |
77 |
97 |
147 |
Male |
48 |
77 |
36 |
148 |
Female |
32 |
77 |
74 |
149 |
Female |
34 |
78 |
22 |
150 |
Male |
34 |
78 |
90 |
151 |
Male |
43 |
78 |
17 |
152 |
Male |
39 |
78 |
88 |
153 |
Female |
44 |
78 |
20 |
154 |
Female |
38 |
78 |
76 |
155 |
Female |
47 |
78 |
16 |
156 |
Female |
27 |
78 |
89 |
157 |
Male |
37 |
78 |
1 |
158 |
Female |
30 |
78 |
78 |
159 |
Male |
34 |
78 |
1 |
160 |
Female |
30 |
78 |
73 |
161 |
Female |
56 |
79 |
35 |
162 |
Female |
29 |
79 |
83 |
163 |
Male |
19 |
81 |
5 |
164 |
Female |
31 |
81 |
93 |
165 |
Male |
50 |
85 |
26 |
166 |
Female |
36 |
85 |
75 |
167 |
Male |
42 |
86 |
20 |
168 |
Female |
33 |
86 |
95 |
169 |
Female |
36 |
87 |
27 |
170 |
Male |
32 |
87 |
63 |
171 |
Male |
40 |
87 |
13 |
172 |
Male |
28 |
87 |
75 |
173 |
Male |
36 |
87 |
10 |
174 |
Male |
36 |
87 |
92 |
175 |
Female |
52 |
88 |
13 |
176 |
Female |
30 |
88 |
86 |
177 |
Male |
58 |
88 |
15 |
178 |
Male |
27 |
88 |
69 |
179 |
Male |
59 |
93 |
14 |
180 |
Male |
35 |
93 |
90 |
181 |
Female |
37 |
97 |
32 |
182 |
Female |
32 |
97 |
86 |
183 |
Male |
46 |
98 |
15 |
184 |
Female |
29 |
98 |
88 |
185 |
Female |
41 |
99 |
39 |
186 |
Male |
30 |
99 |
97 |
187 |
Female |
54 |
101 |
24 |
188 |
Male |
28 |
101 |
68 |
189 |
Female |
41 |
103 |
17 |
190 |
Female |
36 |
103 |
85 |
191 |
Female |
34 |
103 |
23 |
192 |
Female |
32 |
103 |
69 |
193 |
Male |
33 |
113 |
8 |
194 |
Female |
38 |
113 |
91 |
195 |
Female |
47 |
120 |
16 |
196 |
Female |
35 |
120 |
79 |
197 |
Female |
45 |
126 |
28 |
198 |
Male |
32 |
126 |
74 |
199 |
Male |
32 |
137 |
18 |
200 |
Male |
30 |
137 |
83 |