id
int64
0
11.2k
year_birth
int64
1.89k
2k
education
stringclasses
5 values
marital_status
stringclasses
8 values
income
float64
1.73k
667k
kid_home
int64
0
2
teen_home
int64
0
2
date_became_customer
stringlengths
6
10
recency_last_purchase
int64
0
99
spent_on_wine
int64
0
1.49k
spent_on_fruit
int64
0
199
spent_on_meat
int64
0
1.73k
spent_on_fish
int64
0
259
spent_on_sweets
int64
0
263
spent_on_gold
int64
0
362
num_deal_purchases
int64
0
15
num_web_purchases
int64
0
27
num_catalog_purchases
int64
0
28
num_store_purchases
int64
0
13
num_web_visits_month
int64
0
20
accepted_mkt_campaign_1
int64
0
1
accepted_mkt_campaign_2
int64
0
1
accepted_mkt_campaign_3
int64
0
1
accepted_mkt_campaign_4
int64
0
1
accepted_mkt_campaign_5
int64
0
1
complained
int64
0
1
cost_contact
int64
3
3
revenue_campaign
int64
11
11
response
int64
0
1
7,620
1,990
Basic
Single
16,185
1
0
5/8/13
71
5
11
16
21
8
45
2
2
2
2
8
0
0
0
0
0
0
3
11
0
10,968
1,969
Graduation
Single
57,731
0
1
23-11-2012
0
266
21
300
65
8
44
4
8
8
6
6
0
0
0
0
0
0
3
11
0
11,133
1,973
PhD
YOLO
48,432
0
1
18-10-2012
3
322
3
50
4
3
42
5
7
1
6
8
0
0
0
0
0
0
3
11
1
2,736
1,978
Graduation
Married
73,807
0
1
2/1/13
88
366
124
156
71
78
54
2
5
5
11
2
0
0
0
0
0
0
3
11
0
1,876
1,990
Graduation
Married
18,929
0
0
16-02-2013
15
32
0
8
23
4
18
1
1
0
4
6
0
0
0
0
0
0
3
11
0
5,959
1,968
Graduation
Single
35,893
1
1
15-10-2012
80
158
0
23
0
0
18
6
3
1
5
8
0
0
0
0
0
0
3
11
0
1,092
1,980
Graduation
Married
61,014
0
1
11/8/12
17
269
129
495
182
43
29
4
9
3
4
7
0
0
0
0
0
0
3
11
0
4,333
1,954
Graduation
Together
32,144
1
1
23-03-2014
76
41
0
10
0
0
3
4
2
1
3
7
0
0
0
1
0
0
3
11
0
3,850
1,963
Basic
Together
14,918
0
1
7/12/12
52
3
3
3
15
4
15
1
1
0
3
6
0
0
0
0
0
0
3
11
0
6,168
1,963
Graduation
Divorced
45,146
1
1
15-07-2013
28
33
0
5
0
0
15
2
1
1
2
4
0
0
0
0
0
0
3
11
0
607
1,955
2n Cycle
Divorced
41,769
0
1
13-02-2013
31
302
29
131
32
0
27
6
8
1
7
8
0
0
0
0
0
0
3
11
0
10,469
1,981
Graduation
Together
88,325
0
0
5/2/14
42
519
71
860
93
27
53
1
6
2
9
2
0
0
0
0
0
0
3
11
0
6,983
1,950
Master
Divorced
38,054
1
1
1/5/14
24
23
2
17
2
1
0
2
2
0
3
7
0
0
0
0
0
0
3
11
0
3,661
1,995
2n Cycle
Single
80,617
0
0
12/10/12
42
594
51
631
72
55
32
1
4
6
8
2
0
0
0
0
0
0
3
11
0
9,303
1,976
Graduation
Married
5,305
0
1
30-07-2013
12
12
4
7
1
3
5
0
1
0
0
13
0
0
0
0
0
0
3
11
0
692
1,954
Graduation
Together
36,807
1
1
20-12-2012
88
4
2
5
0
0
5
1
1
0
2
6
0
0
0
0
0
0
3
11
0
736
1,983
Graduation
Together
28,427
1
0
21-03-2013
67
18
3
19
3
3
6
2
2
0
3
8
0
0
0
0
0
0
3
11
0
9,589
1,948
PhD
Widow
82,032
0
0
5/4/14
54
332
194
377
149
125
57
0
4
6
7
1
0
0
0
0
0
0
3
11
0
4,838
1,978
Graduation
Together
22,775
1
0
19-06-2013
40
5
1
8
0
0
1
1
1
0
2
8
0
0
0
0
0
0
3
11
0
9,246
1,985
Master
Together
40,101
1
0
14-10-2012
73
171
3
129
26
24
62
4
6
1
6
7
0
0
0
0
0
0
3
11
0
6,261
1,979
Graduation
Married
58,025
0
1
26-11-2013
81
270
31
88
11
48
22
3
3
2
10
4
0
0
0
0
0
0
3
11
0
7,366
1,982
Master
Single
75,777
0
0
4/7/13
12
712
26
538
69
13
80
1
3
6
11
1
0
0
0
1
1
0
3
11
1
10,659
1,979
2n Cycle
Together
7,500
1
0
7/5/13
7
2
8
11
3
8
21
4
3
2
2
7
0
0
0
0
0
0
3
11
0
1,448
1,963
Master
Married
33,562
1
2
25-06-2014
33
21
12
12
0
3
3
3
2
0
4
4
0
0
0
0
0
0
3
11
0
4,286
1,970
PhD
Single
57,642
0
1
9/1/14
24
580
6
58
8
0
27
3
7
6
6
4
0
0
1
0
0
0
3
11
0
4,749
1,968
Graduation
Together
58,554
1
1
26-09-2012
55
368
24
68
38
0
88
6
8
2
6
7
0
0
0
0
0
0
3
11
0
4,478
1,979
Graduation
Married
63,777
1
1
24-03-2013
87
457
5
106
15
17
53
8
11
1
6
8
0
0
0
0
0
0
3
11
0
4,201
1,962
Graduation
Single
57,967
0
1
3/3/13
39
229
7
137
4
0
91
5
4
2
8
5
0
0
0
0
0
0
3
11
0
8,720
1,978
2n Cycle
Together
null
0
0
12/8/12
53
32
2
1,607
12
4
22
0
0
0
1
0
0
0
0
1
0
0
3
11
0
10,084
1,972
Graduation
Married
24,434
2
0
18-05-2014
9
3
2
8
20
0
17
2
2
1
2
7
0
0
0
0
0
0
3
11
0
7,004
1,984
Graduation
Single
11,012
1
0
16-03-2013
82
24
3
26
7
1
23
3
3
1
2
9
0
0
1
0
0
0
3
11
0
9,817
1,970
Master
Single
44,802
0
0
21-08-2012
71
853
10
143
13
10
20
2
9
4
12
8
0
0
0
0
0
0
3
11
0
8,080
1,986
Graduation
Single
26,816
0
0
17-08-2012
50
5
1
6
3
4
3
1
0
0
3
4
0
0
0
0
0
0
3
11
0
9,432
1,977
Graduation
Together
666,666
1
0
2/6/13
23
9
14
18
8
1
12
4
3
1
3
6
0
0
0
0
0
0
3
11
0
8,372
1,974
Graduation
Married
34,421
1
0
1/7/13
81
3
3
7
6
2
9
1
1
0
2
7
0
0
0
0
0
0
3
11
0
10,870
1,967
Graduation
Married
61,223
0
1
13-06-2013
46
709
43
182
42
118
247
2
9
3
4
5
0
0
0
0
0
0
3
11
0
4,001
1,946
PhD
Together
64,014
2
1
10/6/14
56
406
0
30
0
0
8
7
8
2
5
7
1
0
0
0
0
0
3
11
0
7,270
1,981
Graduation
Divorced
56,981
0
0
25-01-2014
91
908
48
217
32
12
24
1
2
3
13
6
0
0
0
1
0
0
3
11
0
8,235
1,956
Master
Together
69,245
0
1
24-01-2014
8
428
30
214
80
30
61
2
6
5
10
3
0
0
0
0
0
0
3
11
0
9,405
1,954
PhD
Married
52,869
1
1
15-10-2012
40
84
3
61
2
1
21
3
3
1
4
7
0
0
0
0
0
0
3
11
1