Age
int64
18
60
EstimatedSalary
int64
15k
150k
Purchased
int64
0
1
19
19,000
0
35
20,000
0
26
43,000
0
27
57,000
0
19
76,000
0
27
58,000
0
27
84,000
0
32
150,000
1
25
33,000
0
35
65,000
0
26
80,000
0
26
52,000
0
20
86,000
0
32
18,000
0
18
82,000
0
29
80,000
0
47
25,000
1
45
26,000
1
46
28,000
1
48
29,000
1
45
22,000
1
47
49,000
1
48
41,000
1
45
22,000
1
46
23,000
1
47
20,000
1
49
28,000
1
47
30,000
1
29
43,000
0
31
18,000
0
31
74,000
0
27
137,000
1
21
16,000
0
28
44,000
0
27
90,000
0
35
27,000
0
33
28,000
0
30
49,000
0
26
72,000
0
27
31,000
0
27
17,000
0
33
51,000
0
35
108,000
0
30
15,000
0
28
84,000
0
23
20,000
0
25
79,000
0
27
54,000
0
30
135,000
1
31
89,000
0
24
32,000
0
18
44,000
0
29
83,000
0
35
23,000
0
27
58,000
0
24
55,000
0
23
48,000
0
28
79,000
0
22
18,000
0
32
117,000
0
27
20,000
0
25
87,000
0
23
66,000
0
32
120,000
1
59
83,000
0
24
58,000
0
24
19,000
0
23
82,000
0
22
63,000
0
31
68,000
0
25
80,000
0
24
27,000
0
20
23,000
0
33
113,000
0
32
18,000
0
34
112,000
1
18
52,000
0
22
27,000
0
28
87,000
0
26
17,000
0
30
80,000
0
39
42,000
0
20
49,000
0
35
88,000
0
30
62,000
0
31
118,000
1
24
55,000
0
28
85,000
0
26
81,000
0
35
50,000
0
22
81,000
0
30
116,000
0
26
15,000
0
29
28,000
0
29
83,000
0
35
44,000
0
35
25,000
0
28
123,000
1
35
73,000
0
28
37,000
0

Dataset Card for Social Network Ads Dataset

Dataset Summary

The Social Network Ads Dataset is an English Language dataset containing 400 entries of customer information and their purchasing behavior

Dataset Structure

Data Instances

For each instance, there is an integer for the age, an integer for the estimated salary, and the purchased feature has 2 possible values , 0 and 1 which correspond to No and Yes respectively.

{'Age': '19', 'EstimatedSalary': '19000', 'Purchased': '0'}

Data Fields

  • Age: an integer stating the age of a customer
  • EstimatedSalary: an integer stating the salary of the customer
  • Purchased: an integer either 0 or 1, indicating no purchase or a purchase has occured

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