age
int64
18
65
risk_tolerance_1_10
int64
1
10
sales_skills_1_5
int64
1
5
dependence_1_5
int64
1
5
monthly_income
int64
3
20k
monthly_expenses
int64
21
15k
entertainment_spending
int64
14
5k
savings_amount
int64
0
99.9k
assets
int64
98
200k
readiness_score
float64
0
94.3
readiness_label
stringclasses
3 values
46
3
5
1
2,877
3,520
4,789
3,730
94,905
60.14755
mid
18
2
3
4
19,241
10,475
4,030
64,499
66,296
47.833844
mid
62
7
5
1
8,282
520
301
14,212
86,352
87.558199
high
24
5
1
4
11,380
10,518
1,447
25,700
83,619
41.636204
mid
27
2
4
5
12,945
11,471
3,517
554
52,276
42.707995
mid
48
2
1
3
8,394
14,590
1,027
74,174
158,118
25.927806
low
36
1
1
5
425
8,499
4,048
52,304
190,170
0
low
34
5
2
1
1,527
5,507
753
34,663
189,049
17.403733
low
38
6
1
1
12,850
35
2,090
12,838
44,381
69.959144
mid
25
2
2
4
17,029
12,646
2,548
21,455
64,115
40.860767
mid
49
7
4
1
13,071
10,424
1,760
21,727
89,065
72.537641
high
47
1
2
1
9,752
7,593
1,832
84,972
152,110
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mid
43
9
3
4
3,995
1,865
4,457
38,695
11,851
66.497497
mid
46
1
2
3
1,940
4,419
4,568
24,233
197,032
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low
65
8
5
2
788
9,532
210
94,089
98,914
0
low
57
4
1
5
4,988
3,579
1,496
38,828
83,598
38.237169
low
29
4
2
4
942
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133,811
0
low
60
3
1
2
7,850
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12,447
148,143
51.48535
mid
37
9
5
2
12,565
6,033
1,397
88,392
172,666
82.297851
high
43
8
5
5
8,137
12,583
3,198
91,137
103,743
51.804105
mid
52
3
5
4
15,919
7,766
720
90,784
158,223
59.182329
mid
54
4
3
4
4,025
13,284
21
19,972
2,125
11.49441
low
62
4
3
5
3,255
3,989
18
19,124
23,164
38.617512
low
33
9
5
1
14,370
13,952
1,531
30,156
4,610
78.936326
high
31
8
4
3
14,978
1,692
117
60,579
137,980
77.305515
high
64
9
4
1
11,615
8,190
1,658
65,112
7,594
78.92316
high
30
5
1
2
10,314
3,342
1,117
19,290
193,975
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mid
63
4
2
2
6,265
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985
63,049
96,687
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mid
37
9
1
5
19,978
3,367
4,032
64,402
165,208
58.971969
mid
44
9
3
4
1,233
12,553
4,077
80,262
57,363
0
low
33
9
5
4
9,874
14,179
1,437
95,535
18,799
59.960097
mid
23
4
3
3
15,123
6,664
1,699
91,457
6,843
58.3902
mid
60
6
2
2
7,448
4,538
2,055
48,570
127,180
60.860634
mid
55
2
2
5
19,251
5,346
523
13,031
180,291
43.834502
mid
49
7
5
3
19,360
660
300
12,003
194,067
79.988636
high
49
10
1
2
13,842
12,854
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71,391
146,563
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mid
41
7
3
4
7,500
5,903
1,285
60,928
150,175
56.694
mid
23
8
3
3
19,242
4,670
1,327
19,524
143,649
71.359526
high
24
5
4
2
6,232
1,480
1,946
97,766
121,216
71.937741
high
25
10
5
4
3,570
1,731
3,122
43,551
125,964
76.726891
high
57
9
3
5
18,952
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91,292
15,291
60.105213
mid
53
4
2
1
16,240
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45,549
69,239
57.315887
mid
62
4
3
2
12,831
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82,429
149,716
63.319617
mid
25
7
1
3
9,226
9,007
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38,734
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49.856059
mid
56
6
1
5
9,070
6,461
4,108
33,961
79,104
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mid
48
4
5
3
3,936
6,210
202
58,493
52,489
49.333841
mid
42
5
3
2
19,921
6,317
2,389
76,559
100,151
66.743462
mid
65
3
1
2
19,926
13,749
142
48,623
174,977
48.149955
mid
51
8
3
3
7,323
1,740
187
53,173
113,271
71.435887
high
36
3
1
5
13,044
5,503
4,267
97,907
44,848
40.171803
mid
23
6
5
4
14,281
10,880
1,086
21,182
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62.572229
mid
21
3
4
4
17,856
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72,122
12,379
60.068044
mid
22
6
3
5
559
4,687
4,242
24,415
124,787
0
low
32
3
5
4
11,226
13,718
580
19,032
196,018
48.17023
mid
37
5
2
3
16,818
399
105
68,148
45,806
63.144131
mid
41
7
2
4
18,413
12,642
1,573
36,700
116,348
54.201298
mid
26
8
2
4
3,425
4,014
258
70,384
37,678
49.420438
mid
40
3
2
3
13,542
2,492
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3,038
75,395
55.739699
mid
27
9
3
3
1,243
1,660
3,850
9,602
46,096
57.46782
mid
38
8
2
1
4,351
13,834
3,146
37,878
93,580
31.307516
low
39
5
2
1
8,616
5,414
4,728
49,765
69,695
62.074513
mid
35
9
2
2
7,382
14,819
4,622
53,518
195,510
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mid
59
8
1
4
10,270
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67,210
143,618
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mid
45
1
4
1
7,113
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3,086
58,743
35,590
62.848798
mid
26
10
5
1
3,922
445
170
24,847
124,598
94.298062
high
61
6
4
1
17,219
9,414
617
40,949
74,674
73.799175
high
40
10
3
3
12,057
8,067
1,908
32,105
102,089
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mid
40
5
2
1
19,829
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719
68,341
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mid
24
2
3
3
9,913
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89,504
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mid
23
2
2
4
7,761
7,541
4,246
5,828
57,453
37.425203
low
60
2
3
4
11,546
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4,262
40,282
95,351
43.924389
mid
22
1
5
5
6,335
2,238
4,481
13,700
23,197
52.200868
mid
49
7
1
3
10,317
8,813
4,387
46,687
114,986
51.686682
mid
49
6
4
5
19,321
13,044
2,211
12,160
57,731
55.873195
mid
40
1
5
2
16,487
14,597
1,135
47,113
181,831
56.219537
mid
22
4
2
5
7,566
4,205
2,865
58,213
19,505
44.663362
mid
21
3
3
4
16,996
3,338
3,659
69,006
95,983
55.554013
mid
18
8
5
3
13,964
11,511
3,119
58,589
3,743
70.63499
high
30
2
5
1
18,603
14,294
2,719
87,884
125,046
64.47444
mid
24
1
3
5
11,784
14,374
1,319
43
66,496
31.203157
low
26
10
5
1
9,195
7,016
4,886
48,583
172,132
84.554649
high
27
5
1
1
3,732
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13,022
180,617
34.115756
low
29
4
2
5
4,162
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47,115
3.585055
low
51
9
3
5
11,504
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75,595
84,614
57.274687
mid
61
2
4
4
55
7,105
2,553
72,095
109,085
0
low
31
8
1
4
5,819
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3,229
75,793
38.614367
low
35
2
2
5
433
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38,027
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low
21
1
2
4
9,022
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30.444912
low
50
4
1
5
17,487
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153,820
39.197289
low
40
10
3
2
18,353
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high
23
10
1
5
8,762
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mid
28
5
5
1
17,531
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903
13,174
41,156
76.306742
high
40
2
1
1
2,011
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532
47,453
36,129
26.844853
low
36
10
3
4
15,183
1,243
3,402
80,569
108,697
74.771982
high
41
10
5
4
8,914
12,467
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2,630
42,579
63.021203
mid
38
8
5
3
17,788
852
4,711
39,522
128,604
82.281538
high
50
6
2
3
14,893
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40,768
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mid
59
5
5
4
989
13,238
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149,356
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low
53
6
4
1
15,289
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mid
23
5
1
3
11,988
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153,596
45.442192
mid