salary
int64
20k
150k
commission
int64
0
75k
age
int64
0
500k
education
int64
20
80
car
int64
0
9
zip
stringlengths
3
4
housevalue
int64
0
1.35M
yearsowned
int64
0
4
loan
int64
0
19
class
class label
2 classes
32,712
58,642
265,987
33
8
18.0
131,946
3
17
11
34,029
0
299,288
64
1
23.0
910,728
0
5
11
29,048
0
294,955
51
4
6.0
268,510
0
12
11
147,237
0
39,181
65
7
25.0
263,252
4
0
00
104,032
0
377,883
77
5
1.0
436,426
4
3
11
31,447
0
406,279
75
7
7.0
228,247
3
13
11
38,946
39,510
106,403
48
5
20.0
411,952
3
12
00
143,354
0
248,438
67
1
28.0
667,933
4
0
00
97,575
0
123,968
45
6
7.0
191,969
4
1
00
143,505
0
63,628
24
7
15.0
202,071
3
15
00
43,851
0
28,490
74
8
12.0
148,902
0
13
00
94,493
0
233,538
74
9
25.0
0
2
3
11
135,858
0
145,418
64
1
16.0
977,643
2
2
00
147,139
0
457,445
72
9
27.0
0
2
11
11
33,361
50,203
436,400
32
2
23.0
927,957
2
3
11
98,756
0
6,101
51
8
19.0
98,014
0
1
00
52,126
73,979
189,010
26
6
9.0
225,224
3
7
00
102,587
0
269,339
26
1
6.0
986,955
0
10
00
44,079
0
84,691
69
3
8.0
582,142
2
16
11
77,405
0
93,014
64
9
12.0
0
3
11
00
36,022
56,546
195,474
36
9
19.0
0
2
12
00
105,939
0
34,573
52
5
17.0
289,143
2
3
00
129,011
0
185,869
78
2
3.0
916,227
0
15
00
42,000
41,965
332,599
24
1
22.0
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3
19
11
132,437
0
4,031
51
7
10.0
191,763
1
9
00
144,938
0
494,608
26
6
2.0
220,972
1
14
11
99,160
0
47,489
28
4
9.0
338,425
2
6
00
21,356
14,291
150,132
56
4
28.0
557,281
3
10
11
103,185
0
440,989
46
7
2.0
236,813
4
8
11
138,083
0
346,400
62
7
4.0
149,064
2
17
00
71,374
0
21,095
62
4
26.0
614,815
3
2
00
143,438
0
187,763
73
3
2.0
890,721
1
9
00
141,584
0
120,672
24
4
5.0
545,120
2
5
00
70,915
0
77,618
39
0
6.0
1,131,263
1
1
00
104,821
0
365,578
32
8
13.0
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3
10
11
125,749
0
320,482
56
9
0.0
0
4
13
11
127,630
0
149,920
21
9
10.0
0
1
8
00
117,419
0
231,292
49
8
4.0
131,473
0
12
00
117,631
0
422,060
28
2
28.0
1,019,469
2
2
11
90,710
0
436,431
31
3
17.0
430,788
1
4
11
124,048
0
420,403
70
1
2.0
1,080,767
3
8
11
83,582
0
75,716
61
1
12.0
464,991
2
2
00
67,921
60,105
333,974
55
5
19.0
303,972
4
4
11
102,752
0
453,996
37
4
5.0
677,268
3
12
11
29,025
0
78,422
63
2
2.0
375,159
2
1
11
106,864
0
198,287
52
9
21.0
0
0
4
00
74,918
41,899
144,370
24
7
19.0
260,012
1
16
00
28,972
0
402,236
67
5
26.0
388,228
1
14
11
113,953
0
110,158
50
7
18.0
192,837
3
16
00
91,855
0
406,744
78
4
20.0
537,311
2
6
11
115,598
0
51,961
42
1
4.0
517,528
1
12
00
107,449
0
236,171
70
4
9.0
711,424
1
13
00
131,058
0
468,153
46
3
17.0
813,342
2
9
11
106,279
0
373,341
69
4
6.0
336,666
1
9
11
116,824
0
411,174
34
0
0.0
1,203,597
4
4
11
48,314
0
3,998
27
6
21.0
314,622
2
8
00
78,250
0
304,365
39
4
13.0
372,373
3
18
11
126,267
0
60,947
67
1
22.0
586,195
2
13
00
129,251
0
82,652
74
2
27.0
963,781
2
5
00
135,524
0
263,427
48
2
10.0
555,262
2
16
00
52,700
0
130,513
50
6
1.0
304,972
1
1
11
81,667
0
197,374
44
1
15.0
975,641
2
10
11
106,010
0
21,804
73
2
29.0
493,313
3
18
00
113,487
0
227,769
37
6
2.0
171,171
4
4
00
60,557
71,499
19,062
67
7
6.0
179,386
4
14
00
131,921
0
434,650
56
5
7.0
295,751
3
6
11
127,575
0
18,325
35
1
14.0
1,039,375
3
18
00
115,549
0
167,374
43
9
29.0
0
0
2
00
121,649
0
451,133
62
8
9.0
92,948
1
7
11
59,123
63,132
475,779
41
4
26.0
609,162
0
16
11
44,398
18,393
128,263
26
7
12.0
135,526
1
8
00
65,585
16,492
342,213
56
3
25.0
521,902
4
3
11
25,871
17,925
454,038
34
5
29.0
324,162
1
1
11
45,911
0
135,076
34
3
7.0
308,398
3
8
11
118,174
0
309,399
54
8
11.0
61,896
2
3
11
130,928
0
293,644
37
7
0.0
297,823
2
11
00
54,486
0
467,323
76
5
20.0
420,210
1
11
11
77,868
0
93,903
59
2
2.0
738,008
4
9
00
105,623
0
97,038
30
7
20.0
262,060
4
16
00
79,260
0
139,719
52
7
8.0
246,157
3
10
11
98,945
0
100,347
45
7
9.0
144,640
1
1
00
137,156
0
37,101
55
3
26.0
329,234
2
2
00
136,551
0
190,333
51
9
3.0
0
2
17
00
66,095
16,113
395,171
62
3
9.0
777,490
2
5
11
116,166
0
334,266
35
5
12.0
351,066
1
0
11
77,273
0
321,618
26
6
7.0
271,900
3
16
11
120,457
0
398,710
73
9
20.0
0
3
5
11
39,735
56,655
220,592
55
4
18.0
637,416
1
19
00
110,411
0
250,750
26
3
24.0
889,104
3
13
11
108,473
0
204,355
76
3
13.0
342,319
1
4
00
57,581
0
192,428
34
6
3.0
315,004
2
5
11
142,805
0
88,877
40
2
9.0
350,554
1
10
00
47,396
0
101,916
26
6
25.0
446,909
1
15
11
148,232
0
484,032
38
7
27.0
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4
5
11
100,814
0
46,558
54
2
16.0
623,284
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19
00
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0
164,920
25
7
11.0
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2
12
00
72,937
0
26,959
27
6
1.0
167,368
2
4
00
137,082
0
187,315
62
8
5.0
83,505
3
8
00
45,813
30,561
97,354
50
4
27.0
517,445
1
9
00
43,673
0
195,155
48
5
20.0
363,495
1
18
11