The proposed hypothesis/assumptions between these variables which are age and genderare related to patients may having a stroke.or threr are another effective vairable .
Part one :
**notece ** gender =1 is male and 2 is female
smoking status= 0 unknown , 1- never smoked,2 formerly smoked, 3 smokes.
Identify the features of the dataset.(from the original dataset)
Compare different attributes (features). What trend did you find? (from the original dataset)
In part 2 you I reduced the data to 1000, this sampling data include age, gender, and stroke.you will work with this sheet(1000 new sampling).
Describe the spread of your data. This may include the measure of variance, standard deviation, skewness, and kurtosis. (work in the 1000 new sampling).
Validate the hypothesis by investigating the relationship between two quantitative variables you have chosen using correlation, regression, and R-squared with possible conclusions. (work in the 1000 new sampling)
id
gender
14248
66866
68614
32689
1506
53910
30480
46809
5545
68995
67932
64633
25283
14924
66494
60182
62602
8899
47175
40840
21713
36814
63409
31308
14147
28024
47950
31867
58202
42072
43054
71533
13365
30712
12686
2751
64464
24174
45805
66071
62439
1836
42807
16934
27832
26028
age
1
2
2
2
2
2
1
1
1
2
2
2
2
1
1
2
2
1
2
2
1
2
2
2
1
1
2
2
2
2
2
1
1
1
1
1
1
2
2
1
2
2
1
2
2
1
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
49
49
49
49
49
49
49
49
49
49
49
49
49
50
50
50
50
50
50
50
50
50
50
51
51
51
51
51
51
51
51
hypertension
heart_disease
ever_married
work_type Residence_type
avg_glucose_level
0
0 No
Govt_job Urban
84,2
0
0 Yes
Private
Urban
74,11
0
0 Yes
Private
Rural
216,7
0
0 Yes
Private
Urban
84,38
0
0 No
Govt_job Urban
101,41
0
0 Yes
Self-employed
Rural
132,08
0
0 Yes
Private
Urban
85,54
0
0 Yes
Private
Rural
147,14
0
0 Yes
Self-employed
Urban
99,67
1
0 No
Private
Rural
118,14
0
0 Yes
Private
Rural
75,74
0
0 Yes
Private
Urban
94,04
0
0 Yes
Private
Urban
69,21
0
0 Yes
Private
Urban
72,36
0
0 Yes
Private
Urban
91,96
0
0 Yes
Private
Urban
171,23
0
0 Yes
Private
Urban
60,91
0
0 No
Private
Rural
104,86
0
0 Yes
Private
Rural
60,22
0
0 Yes
Private
Rural
138,16
0
0 Yes
Private
Urban
102,91
0
0 Yes
Private
Rural
56,11
0
0 Yes
Private
Urban
63,71
0
0 Yes
Private
Urban
114,5
0
0 Yes
Private
Urban
186,32
0
0 Yes
Private
Rural
102,47
0
0 Yes
Self-employed
Urban
59,76
0
0 No
Private
Rural
65,81
1
0 Yes
Self-employed
Rural
167,41
1
0 Yes
Private
Rural
73,18
0
0 Yes
Private
Rural
102,16
0
0 Yes
Private
Urban
158,31
0
0 Yes
Private
Rural
77,65
0
0 Yes
Private
Urban
103,51
0
0 No
Govt_job Rural
92,81
0
0 Yes
Govt_job Urban
110,73
0
0 Yes
Private
Urban
57,93
0
0 Yes
Govt_job Rural
124,45
0
0 Yes
Private
Urban
165,31
1
0 Yes
Private
Urban
112,16
0
0 Yes
Govt_job Rural
103,43
1
0 Yes
Private
Urban
88,2
0
0 Yes
Govt_job Urban
220,49
0
0 Yes
Self-employed
Rural
89,84
0
0 Yes
Private
Rural
82,93
0
0 Yes
Private
Urban
98,41
24592
56553
46218
50277
28910
12204
40350
54071
33551
68438
5934
7273
13861
19773
52800
1703
66333
66972
67431
53144
71238
68275
721
12465
5353
61013
20541
43196
58291
30102
2314
6988
59125
72918
65199
52134
58282
64553
46527
59729
67177
65946
3009
50965
52063
27377
11068
2
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
2
1
1
2
2
1
1
2
2
2
1
1
2
2
2
2
1
2
2
1
1
1
1
2
1
2
1
1
51
51
51
51
51
51
51
51
51
51
51
51
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
52
53
53
53
53
53
53
53
53
53
53
53
53
53
53
53
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 No
1 No
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
Private
Urban
Private
Urban
Self-employed
Urban
Self-employed
Rural
Private
Urban
Govt_job Rural
Private
Urban
Private
Urban
Private
Urban
Private
Rural
Private
Urban
Self-employed
Urban
Self-employed
Urban
Private
Rural
Private
Urban
Private
Urban
Self-employed
Urban
Govt_job Urban
Private
Urban
Private
Urban
Private
Rural
Private
Urban
Self-employed
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Rural
Self-employed
Urban
Private
Rural
Private
Rural
Private
Urban
Self-employed
Urban
Govt_job Urban
Private
Urban
Self-employed
Urban
Private
Rural
Govt_job Rural
Private
Rural
Govt_job Rural
Private
Urban
Private
Rural
Private
Rural
Self-employed
Rural
Private
Rural
Self-employed
Urban
Private
Rural
Self-employed
Urban
109,16
63,61
111,15
67,97
82,59
116,14
110,76
105,36
72,62
90,78
123
232,89
233,29
96,59
77,59
82,24
78,4
80,88
73,73
72,79
74,64
247,69
114,25
88,04
101,5
69,37
81,03
59,54
79,8
68,35
226,7
113,21
64,17
62,55
81,51
90,12
64,4
68,76
109,51
211,03
116,66
123,87
96,88
65,24
71,15
79,87
76,36
13223
66220
12106
50826
12175
1261
5111
32399
12062
62019
36275
18051
15649
65574
46438
40448
8328
32437
10139
22159
57011
68281
24115
25287
56939
29552
71750
17608
10504
29158
13129
37629
24183
5892
56831
34612
23016
3673
61715
10710
44033
63453
64489
50305
34668
31988
48993
2
1
1
2
2
1
2
1
2
1
2
2
1
2
2
1
2
2
2
2
2
2
2
1
2
2
2
2
1
2
2
2
2
2
2
1
1
2
1
2
1
2
1
2
2
2
2
53
53
53
53
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
55
55
55
55
55
55
55
55
55
55
55
55
55
55
55
56
56
56
56
56
56
56
56
0
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
Govt_job Rural
Private
Urban
Govt_job Rural
Govt_job Rural
Private
Urban
Private
Urban
Govt_job Urban
Private
Rural
Self-employed
Rural
Govt_job Rural
Private
Rural
Govt_job Rural
Private
Rural
Private
Urban
Self-employed
Urban
Private
Urban
Private
Rural
Self-employed
Urban
Self-employed
Urban
Private
Urban
Private
Rural
Govt_job Urban
Private
Rural
Private
Urban
Self-employed
Rural
Private
Urban
Private
Urban
Govt_job Urban
Govt_job Rural
Private
Rural
Self-employed
Rural
Private
Rural
Govt_job Rural
Private
Rural
Private
Urban
Govt_job Rural
Private
Rural
Private
Rural
Private
Rural
Private
Urban
Private
Rural
Govt_job Rural
Govt_job Rural
Private
Rural
Private
Urban
Private
Urban
Private
Rural
86,39
126,35
78,16
189,49
104,51
71,22
180,93
96,97
191,82
87,85
206,72
91,61
198,69
129,16
79,3
81,26
118,51
107,47
92,39
97,06
111,41
74,23
90,92
92,95
92,98
210,4
55,42
118,82
97,4
111,19
76,2
93,36
75,56
99,82
55,34
65,12
86,6
112,47
56,42
185,17
249,31
162,23
73,02
205,26
77,49
100,83
228,08
3130
43174
12738
22485
44583
42503
25226
43717
66315
8154
33175
72081
59437
39186
28493
52282
17739
72911
41940
2982
69064
34608
6072
14712
65144
17148
53660
52512
34857
65256
61843
47306
47472
70042
56841
2346
68798
30468
45222
40311
67318
8831
15528
36355
7291
54338
25595
2
2
1
1
2
2
1
1
2
1
2
2
2
2
1
1
1
2
1
2
2
1
2
1
2
1
1
1
1
2
1
1
2
1
1
1
2
1
1
2
1
2
1
1
2
2
2
56
56
56
56
56
56
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
58
58
58
58
58
58
58
58
58
58
58
58
58
58
58
58
58
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
0
0
1
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
1 No
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Rural
Govt_job Urban
Private
Urban
Self-employed
Urban
Govt_job Urban
Govt_job Urban
Govt_job Rural
Private
Urban
Private
Urban
Private
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Rural
Private
Rural
Self-employed
Rural
Private
Rural
Private
Urban
Private
Urban
Self-employed
Urban
Private
Urban
Private
Urban
Private
Rural
Self-employed
Urban
Self-employed
Rural
Private
Rural
Private
Rural
Private
Urban
Private
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Urban
Private
Urban
Govt_job Rural
Private
Rural
Private
Rural
Govt_job Rural
Private
Urban
Govt_job Rural
Private
Urban
112,43
63,71
81,18
197,1
70,02
114,21
217,08
212,08
68,02
78,92
110,52
67,41
221,89
216,58
86,3
197,28
84,96
129,54
62,2
235,85
72,55
86,67
94,18
89,44
98,44
189,57
108,53
98,54
81,15
128,28
189,84
92,62
107,26
71,2
240,59
82,3
59,86
87,96
55,78
149,75
56,96
94,3
223,36
111,73
82,01
77,46
85,83
31956
13571
71591
27419
69160
6118
57419
45965
66204
36255
64373
48588
42203
31830
64174
13517
49744
7387
33400
49928
17351
820
62716
52549
27458
7937
67432
32221
4630
2374
21077
68483
39745
58999
51676
12095
3253
60744
28378
66955
72214
55810
1307
22470
53515
967
72547
2
1
2
2
1
1
1
2
1
1
1
2
1
1
2
1
2
2
1
2
2
2
2
1
2
1
2
1
2
1
1
2
2
1
2
2
1
1
1
1
1
2
2
1
1
1
1
58
58
58
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
59
60
60
60
60
60
60
60
60
60
60
61
61
61
61
61
61
61
61
61
61
61
61
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
1 Yes
0 Yes
1 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
Private
Urban
Govt_job Urban
Private
Urban
Private
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Rural
Private
Urban
Self-employed
Rural
Private
Urban
Private
Urban
Private
Urban
Self-employed
Urban
Private
Urban
Private
Urban
Private
Urban
Private
Rural
Govt_job Rural
Govt_job Rural
Private
Rural
Private
Rural
Self-employed
Urban
Govt_job Rural
Private
Urban
Govt_job Urban
Private
Urban
Private
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Urban
Self-employed
Rural
Govt_job Urban
Self-employed
Rural
Govt_job Rural
Private
Rural
Self-employed
Rural
Private
Urban
Private
Urban
Self-employed
Urban
Self-employed
Rural
Private
Rural
Govt_job Urban
Private
Rural
Private
Urban
Private
Rural
76,99
194,04
89,03
76,15
211,78
86,23
96,16
116,44
111,04
118,03
200,62
109,82
117,92
86,46
204,86
100,54
240,71
92,04
73,75
111,99
237,15
99,06
81,64
88,81
89,22
213,03
97,43
91,92
66,42
213,37
80,98
65,38
58,65
100,54
202,21
120,46
111,81
76,11
112,24
209,86
69,15
93,48
170,05
184,15
214,05
88,27
55,26
69645
26999
37349
66922
22091
11730
65698
55721
1845
8752
25831
50784
41081
16077
33454
31179
12689
55351
11999
17291
45585
10572
15525
67864
56112
12363
28939
45053
27213
44749
38119
3355
24892
55424
58227
33585
24665
36638
33401
38047
41241
24905
29217
58600
48368
36471
23094
1
1
2
1
2
2
2
1
2
2
1
1
1
1
2
1
2
1
2
2
2
2
2
1
1
1
1
1
1
2
1
2
1
2
2
2
2
1
1
2
1
2
2
1
2
1
1
61
61
61
61
62
62
62
62
63
63
63
63
63
63
63
63
63
63
63
63
63
63
63
63
64
64
64
64
64
64
64
64
64
64
64
64
64
64
64
65
65
65
65
65
65
65
65
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
1
1
0
0
0
0 Yes
1 Yes
0 Yes
1 No
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
Govt_job Rural
Govt_job Rural
Private
Rural
Private
Rural
Self-employed
Urban
Govt_job Rural
Private
Urban
Self-employed
Urban
Private
Urban
Govt_job Urban
Private
Rural
Private
Rural
Private
Rural
Self-employed
Urban
Govt_job Rural
Private
Urban
Govt_job Rural
Private
Urban
Govt_job Rural
Self-employed
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Govt_job Urban
Self-employed
Rural
Govt_job Urban
Self-employed
Rural
Govt_job Rural
Govt_job Urban
Private
Urban
Private
Rural
Private
Rural
Govt_job Rural
Private
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Rural
Self-employed
Urban
Private
Urban
Private
Rural
Private
Urban
Self-employed
Rural
Private
Urban
Self-employed
Urban
112,95
86,06
123,36
148,24
180,63
77,04
60,2
56,31
90,9
197,54
196,71
228,56
137,3
116,69
106,58
208,65
205,35
90,07
79,92
227,1
105,95
92,7
96,26
57,82
191,61
74,1
111,98
239,64
178,29
81,6
94,48
82,34
97,08
88,53
62,41
250,2
93,99
86,05
84,27
100,98
68,43
205,77
75,7
112,09
104,21
145,15
105,61
50118
38987
48265
22540
13907
27169
26015
67981
10548
58261
18518
61837
49421
71585
7696
44300
3579
27796
9752
51125
59336
9046
65842
2326
66767
20980
17242
59829
66638
71639
20387
46703
12482
69112
1210
45535
40460
49713
20546
5835
33123
71896
10434
54827
4639
69551
37651
2
1
1
2
1
2
2
1
1
2
1
2
2
2
2
2
2
2
2
2
1
1
2
2
2
1
1
1
2
2
2
1
1
1
2
1
2
1
2
1
2
2
2
1
2
1
2
65
65
65
65
65
66
66
66
66
66
66
66
66
66
66
66
66
66
66
66
66
67
67
67
67
67
67
67
68
68
68
68
68
68
68
68
68
68
68
68
68
68
69
69
69
69
69
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
1
1 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 No
0 No
0 Yes
1 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
1 Yes
0 Yes
0 No
1 No
Private
Rural
Self-employed
Urban
Govt_job Rural
Govt_job Urban
Self-employed
Rural
Govt_job Rural
Self-employed
Urban
Private
Urban
Private
Rural
Private
Rural
Private
Rural
Self-employed
Urban
Private
Rural
Govt_job Urban
Private
Urban
Govt_job Urban
Private
Urban
Private
Urban
Govt_job Rural
Private
Urban
Private
Rural
Private
Urban
Self-employed
Rural
Private
Rural
Govt_job Rural
Private
Urban
Self-employed
Urban
Private
Urban
Self-employed
Urban
Govt_job Urban
Self-employed
Rural
Private
Urban
Self-employed
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Urban
Self-employed
Rural
Private
Rural
Private
Urban
Self-employed
Urban
Govt_job Urban
Private
Rural
Self-employed
Urban
196,36
58,37
111,85
84,84
94,64
116,55
101,45
151,16
76,46
141,24
242,3
58,95
205,23
87,24
93,73
92,04
94,62
102,07
200,49
89,7
74,9
228,69
61,94
179,12
94,61
190,7
68,52
144,1
79,79
82,1
206,09
223,83
77,82
271,74
211,06
233,94
247,51
116,23
79,58
92,21
104,38
82,06
94,39
195,23
82,81
182,99
72,17
35684
28526
12985
621
49624
17813
48748
44105
17004
71796
35512
58978
3512
58267
56543
11577
63732
37090
9729
62233
51422
60983
25458
53695
28681
70630
4219
53401
71279
66258
16590
34060
4057
34299
34511
30567
55592
16685
12270
11709
4808
41148
72020
9648
24977
14164
50522
1
1
2
1
1
2
2
2
2
2
2
2
2
1
2
2
1
2
1
2
2
1
2
1
2
2
1
1
2
2
1
1
1
2
2
1
1
2
1
1
2
1
1
2
2
2
2
69
69
69
69
69
69
69
69
70
70
70
70
70
70
70
70
70
70
70
70
70
70
70
70
70
71
71
71
71
71
71
71
71
71
71
71
71
71
71
71
71
71
71
71
72
72
72
0
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
1
0
1
0
1
0
0
1
0
0
0
1
0
0
0
1
0
1
0
0
0
0
0
0
1
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
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0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
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1 No
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
1 Yes
1 Yes
1 Yes
0 Yes
0 Yes
0 Yes
Private
Rural
Self-employed
Rural
Self-employed
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Rural
Self-employed
Urban
Private
Urban
Private
Rural
Self-employed
Rural
Private
Rural
Self-employed
Urban
Private
Rural
Private
Rural
Self-employed
Rural
Self-employed
Urban
Private
Rural
Private
Urban
Self-employed
Urban
Private
Rural
Private
Urban
Govt_job Rural
Govt_job Urban
Self-employed
Urban
Govt_job Rural
Private
Urban
Govt_job Rural
Govt_job Urban
Self-employed
Urban
Private
Urban
Self-employed
Rural
Private
Urban
Private
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Govt_job Rural
Private
Urban
Self-employed
Urban
Private
Urban
Self-employed
Rural
Private
Urban
Private
Rural
Private
Urban
Govt_job Urban
93,81
203,04
225,47
101,52
98,92
254,6
87,27
61,81
221,58
59,35
76,34
239,07
89,13
242,52
69,04
214,45
251,6
68,34
102,64
98,42
113,64
64,41
88,66
81,59
99,6
193,94
102,87
216,94
263,32
195,71
81,76
87,8
198,21
93,28
100,61
94,65
109,73
194,62
186,45
95,08
91,35
70,71
207,32
170,95
74,63
219,91
131,41
17308
14431
23410
69037
8233
6855
47811
25483
58631
53440
31421
68356
39659
52808
53882
47269
49130
45277
7547
8045
491
54695
39105
28674
12982
46891
12662
52688
57879
19681
34120
37937
7356
48796
30683
27153
41413
11091
20351
66196
57772
36618
35222
10538
19824
18587
72366
2
1
2
2
1
1
2
1
1
2
1
2
2
1
1
1
1
2
1
2
2
1
1
2
1
2
1
1
2
2
1
2
1
2
2
2
2
2
1
1
2
1
2
1
1
2
1
72
72
72
72
72
72
72
72
73
73
73
73
73
73
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
75
75
75
75
75
75
75
75
75
75
75
75
75
75
76
76
76
1
1
0
0
0
1
0
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
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0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 No
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 No
0 Yes
1 Yes
0 Yes
1 Yes
0 Yes
0 No
0 Yes
Private
Urban
Self-employed
Rural
Private
Rural
Private
Rural
Self-employed
Rural
Self-employed
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
Private
Rural
Govt_job Rural
Self-employed
Urban
Govt_job Urban
Private
Urban
Private
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Urban
Self-employed
Urban
Private
Urban
Self-employed
Rural
Self-employed
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
Private
Rural
Private
Urban
Self-employed
Urban
Private
Urban
Self-employed
Urban
Private
Urban
Govt_job Urban
Private
Rural
Self-employed
Rural
Self-employed
Rural
Self-employed
Rural
Govt_job Urban
Private
Rural
Govt_job Rural
Self-employed
Urban
Private
Urban
Self-employed
Urban
Private
Rural
Private
Urban
Private
Urban
221,79
185,49
97,92
210,78
97,53
114,01
239,82
215,64
194,99
190,14
219,73
70,94
219,53
84,11
70,09
219,72
98,55
231,61
72,96
70,28
74,96
167,13
60,98
205,84
186,17
68,34
112,54
57,51
87,11
99,21
221,29
109,78
104,72
62,48
199,2
78,8
243,53
75,39
94,29
201,76
56,23
207,64
86,4
195,03
243,58
89,96
104,47
70676
36706
55824
11762
29281
50931
25904
4480
54312
49916
69673
67780
16615
47167
63973
5563
24669
8003
8580
23368
36857
15791
29077
63058
34995
60491
8213
4651
15102
66400
17013
2458
3352
16817
62861
20426
42899
40899
36841
28484
51314
35578
54921
2390
25974
43424
43454
2
2
1
2
1
2
2
1
2
1
2
2
1
2
2
2
2
2
2
2
1
1
2
2
2
2
1
1
1
1
1
2
1
2
2
2
1
2
1
2
2
1
1
1
1
2
2
76
76
76
76
76
76
76
76
76
76
76
76
76
77
77
77
77
77
77
77
77
77
77
77
77
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
78
0
0
0
0
1
0
1
0
1
0
0
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
1
0
0
1
0
0
0
1
0
0
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
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0 Yes
0 Yes
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0 No
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1 Yes
0 Yes
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0 No
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0 Yes
0 No
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
0 No
0 Yes
0 Yes
0 Yes
0 Yes
0 No
Govt_job Rural
Self-employed
Urban
Private
Urban
Private
Urban
Self-employed
Rural
Private
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
Private
Rural
Govt_job Urban
Private
Urban
Self-employed
Rural
Self-employed
Urban
Govt_job Rural
Private
Urban
Private
Rural
Private
Urban
Self-employed
Rural
Self-employed
Urban
Self-employed
Rural
Private
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Urban
Private
Urban
Private
Rural
Private
Urban
Private
Urban
Private
Urban
Private
Rural
Self-employed
Urban
Private
Urban
Private
Urban
Private
Urban
Self-employed
Urban
Self-employed
Rural
Self-employed
Rural
Self-employed
Rural
Private
Urban
Self-employed
Urban
Self-employed
Rural
Self-employed
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
62,57
106,41
140,1
207,28
194,37
57,92
199,86
234,58
209,58
110,99
96,29
183,34
69,61
124,13
190,32
105,22
231,56
81,32
90
199,84
162,14
193,83
95,1
183,1
115,29
58,57
219,84
78,03
75,32
237,75
113,01
235,63
93,13
130,54
67,29
203,87
133,19
60,67
56,11
109,47
106,74
90,19
134,8
116,1
218,46
78,81
137,74
11120
59368
65836
37031
56735
32361
50491
63561
30550
1665
5317
68794
59190
71673
26727
28291
30456
56546
11933
43364
44993
60739
18937
68025
68023
12917
10460
64908
17986
6319
28333
72823
38184
40866
53336
4970
28261
31112
70822
54401
55927
7371
66159
36236
37726
48405
13491
2
2
2
2
2
2
1
1
2
2
2
2
2
2
2
2
2
1
2
1
2
2
1
2
1
2
2
1
2
2
2
2
2
2
2
1
1
1
1
1
2
2
2
1
2
1
1
78
78
78
78
78
78
78
78
78
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
79
80
80
80
80
80
80
80
80
80
80
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
1
1
0
1
1
0
0
0 Yes
0 Yes
0 Yes
1 Yes
0 Yes
1 Yes
0 Yes
0 Yes
0 No
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1 Yes
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1 Yes
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1 Yes
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1 Yes
0 Yes
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0 No
1 No
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1 No
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0 Yes
0 Yes
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1 Yes
1 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 Yes
0 Yes
0 Yes
1 Yes
0 Yes
Private
Urban
Private
Urban
Private
Urban
Govt_job Urban
Self-employed
Rural
Self-employed
Urban
Self-employed
Urban
Private
Urban
Private
Urban
Self-employed
Rural
Private
Urban
Self-employed
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Private
Rural
Private
Rural
Private
Rural
Private
Rural
Govt_job Urban
Self-employed
Rural
Private
Rural
Private
Urban
Private
Rural
Private
Urban
Govt_job Urban
Private
Urban
Self-employed
Urban
Private
Urban
Self-employed
Urban
Private
Urban
Private
Rural
Self-employed
Rural
Govt_job Urban
Self-employed
Rural
Self-employed
Urban
Private
Rural
Self-employed
Rural
Self-employed
Urban
Private
Rural
Self-employed
Rural
Self-employed
Rural
Private
Urban
Self-employed
Urban
Private
Urban
Private
Rural
218,46
243,5
182,2
70,21
115,43
73,32
55,32
56,18
103,86
174,12
214,09
228,7
127,29
110,85
88,92
226,98
93,05
129,98
169,67
75,02
98,02
60,94
114,77
205,33
72,73
97,73
77,08
57,08
67,84
97,93
200,28
70,35
99,47
131,85
74,22
112,64
106,68
105,92
104,12
252,72
74,9
72,67
66,72
240,09
68,56
68,53
259,63
70943
32503
2182
62466
33486
68627
69959
48298
42553
33528
71010
70852
72310
37290
56669
12109
35626
51169
4712
34567
210
65105
37060
2548
20463
54724
32729
10552
38165
55138
18430
25627
64778
39373
712
61960
38829
37132
20439
67895
30184
56357
22853
53010
62382
42786
2
2
2
2
2
1
2
2
2
2
2
1
1
1
1
2
1
1
2
2
1
1
2
2
1
2
2
2
2
2
2
1
1
2
2
1
2
1
1
2
1
2
1
1
1
1
80
80
80
80
80
80
80
80
80
80
80
80
80
80
81
81
81
81
81
81
81
81
81
81
81
81
81
81
81
81
81
81
82
82
82
82
82
82
82
82
82
82
82
82
82
82
0
0
1
0
0
1
1
0
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
0
0
0
1
0
0
0
0
0
0
0 Yes
0 Yes
0 Yes
0 Yes
0 Yes
1 Yes
0 No
0 Yes
0 Yes
1 Yes
0 No
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1 Yes
0 Yes
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1 Yes
0 Yes
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0 No
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1 Yes
0 Yes
1 No
1 Yes
0 Yes
0 Yes
1 Yes
1 Yes
0 Yes
1 No
0 No
0 Yes
0 Yes
1 Yes
Private
Urban
Self-employed
Urban
Self-employed
Rural
Private
Urban
Govt_job Urban
Private
Urban
Private
Urban
Private
Rural
Private
Rural
Self-employed
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
Self-employed
Rural
Private
Urban
Private
Rural
Self-employed
Urban
Private
Urban
Self-employed
Rural
Self-employed
Rural
Self-employed
Rural
Private
Urban
Private
Rural
Self-employed
Urban
Private
Urban
Govt_job Urban
Private
Rural
Self-employed
Rural
Private
Rural
Self-employed
Urban
Self-employed
Urban
Self-employed
Urban
Private
Rural
Self-employed
Urban
Private
Rural
Private
Urban
Private
Rural
Govt_job Urban
Govt_job Rural
Govt_job Urban
Private
Rural
Private
Urban
Self-employed
Rural
Self-employed
Rural
Private
Urban
Self-employed
Rural
73,54
76,57
91,02
64,44
110,66
175,29
66,03
70,31
148,91
79,09
57,57
56,99
84,31
236,84
186,21
80,43
99,33
72,81
78,7
74,02
91,54
213,22
80,13
95,84
250,89
70,3
184,4
81,95
69,01
71,91
90,9
231,19
208,3
196,92
84,03
144,9
59,32
200,59
103,68
215,94
86,62
215,6
106,43
56,75
105,77
72,93
bmi
smoking_status
stroke
1
1
2
0
3
3
3
0
2
N/A
2
28,8
3
32,7
1
33,1
1
34,7
3
24,9
0
34,4
3
29,9
1
31,9
3
31,5
3
19,4
1
24,7
0
28,7
3
33,8
3
35,9
2
43,8
3
29,3
2
29,7
0
32,3
0
30,9
1
30,3
2
31,4
3
32,8
2
24,4
3
35,9
1
26,6
1
28,7
3
27,6
0
24,6
1
N/A
1
42,5
2
27,3
2
28,4
1
43,1
0
29,9
0
29,7
3
32,1
1
29,7
20,5
38,7
27,1
20,7
31,6
32,2
22,3
23,3
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
28
42,3
34,1
29,4
26,2
20,9
24,7
43,7
30,5
32,3
31,7
34
48,9
26,4
17,7
54,7
64,8
23,8
34,4
54,7
30,7
35,1
24,3
42,1
31,2
36,2
32,6
42,2
32,3
34,1
N/A
38,3
41,5
30,3
28,5
35,4
31
35,6
41,9
34,2
28,5
28,8
31,4
28,9
26,1
30,9
29,8
3
0
3
3
2
1
2
0
1
1
1
3
1
1
2
2
1
3
2
1
3
0
2
1
3
0
1
0
2
1
3
1
1
0
0
0
3
2
1
2
2
0
0
0
2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30,2
25,2
36,6
25,8
27,3
28,5
27,7
29,1
40,4
31,1
26,7
25,2
N/A
32,4
30,6
26,4
40,6
29,3
22,1
28,5
31,1
28,1
29,1
41
25,6
40
24,8
29
44,6
39,7
27,9
28,4
29,4
34,2
27,1
30
26,5
32,8
31,8
40,4
35,8
27,3
31,1
40,3
36
26,8
29,1
1
1
1
0
3
1
1
3
3
3
1
1
3
1
2
2
1
2
1
2
1
2
1
1
1
3
0
2
2
2
1
1
3
1
3
1
1
3
1
2
1
0
1
1
2
1
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
54,6
40,5
26,9
43,6
32,3
21,3
N/A
44,2
37,5
27,7
28,5
32,9
37,3
31
31,7
34,5
36,7
60,9
31
40,1
21
39
27,1
26,7
33,6
30,7
19,4
30,2
40,2
34,2
N/A
32
38,6
N/A
31,4
N/A
28
39,2
27,5
27
26,8
29,1
41,5
34,6
34,7
27,6
44
1
2
1
2
1
1
0
3
1
2
0
1
3
0
0
2
0
3
2
1
1
0
1
1
0
1
3
1
2
1
0
0
2
0
3
3
2
1
3
0
3
0
2
1
2
1
2
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
29
27,8
30
N/A
N/A
30
44,1
23,8
32
35,5
35,8
23,7
29,4
30,5
30,8
35,8
43,9
24,2
27,3
35,5
27,7
23,4
32,8
38
37,8
20,2
26,4
35,9
23,6
36
29,7
41,2
30,1
30,1
N/A
36,8
27,3
27,3
37,4
N/A
27,7
23,7
60,2
N/A
29,4
N/A
33,2
1
1
3
0
2
2
0
3
2
3
2
1
3
0
1
1
2
1
3
2
1
1
0
2
1
3
3
3
1
1
2
2
1
1
1
3
3
3
3
0
2
0
3
0
2
1
0
0
0
0
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
22,2
34,8
33,4
32,2
31,8
34,7
27,7
24,3
N/A
N/A
36,5
27,4
31,7
34,5
23,9
30,7
42,2
36,8
N/A
26,9
23,5
29,5
31,8
28,8
37,5
28,8
N/A
34,6
36,1
36,3
31,1
31,9
31,7
24,6
30
27,4
37,8
23
24,6
28,2
N/A
46
41,8
29,5
36,8
28,9
27,9
2
1
1
2
2
1
2
2
2
1
2
1
2
2
0
1
2
0
3
0
3
1
0
2
3
0
2
2
1
3
1
1
0
1
1
0
2
0
0
2
2
2
0
1
1
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
34,5
28
26,7
39,4
28,6
31,1
N/A
27,5
21,2
28,5
35,3
24,6
39,5
22,5
23,9
23,1
29,7
16,7
34,6
34,9
32,1
36,6
25,3
28,1
28,4
36
26,2
27,6
29,7
27,1
26,7
31,9
27,5
31,1
39,3
42,4
40,5
26,1
22,2
27,3
40,8
35,2
22,8
28,3
28
36,5
36,8
2
3
1
0
1
2
0
2
2
1
3
1
1
2
3
1
2
3
3
3
1
2
3
2
3
2
1
1
1
0
1
2
3
3
0
1
2
1
1
0
2
2
1
3
1
1
1
0
0
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
1
1
1
1
1
0
0
0
0
0
1
1
1
1
1
28,5
33,6
36,9
26,8
23,9
21,7
23,3
37,1
47,5
32,3
24,4
26,1
34,2
45,5
35,9
31,2
27,1
22,8
28,3
36,4
25,6
29,4
36,7
27,2
34,3
22,4
27,2
30,9
38,7
34,1
N/A
N/A
27,3
34,7
19,2
25,3
28,9
31,6
26,7
31,5
N/A
30,1
32,4
35,2
23,1
N/A
28,4
0
1
1
3
2
0
3
0
1
2
2
1
2
2
2
1
1
2
1
2
2
3
2
1
2
3
2
1
1
2
3
0
2
1
0
2
1
1
1
1
2
1
3
1
2
0
1
1
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
30
37,1
26,9
32,3
29,4
31,8
35,8
26,7
32,8
36,5
28,6
34,4
40,9
27,9
27,4
33,7
25,6
34,6
31,3
21,8
26,6
N/A
N/A
54,6
44,3
39,3
27,7
31,7
24,8
22,1
25,8
N/A
N/A
N/A
26,6
29,3
27
37,8
35,2
30,2
25,3
30,5
42,6
28,7
33,6
N/A
20,3
1
1
3
2
3
2
1
2
1
1
1
1
1
1
1
2
0
2
3
1
1
0
1
1
0
0
2
3
1
1
3
0
0
0
0
2
1
1
0
2
1
2
1
2
1
0
0
1
1
1
0
0
0
0
0
1
1
1
1
0
0
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
1
1
N/A
N/A
29,9
34,9
27
N/A
N/A
34,3
N/A
29,8
25,4
39,5
35,3
31,4
31,4
31
36,9
N/A
32
28
32,6
26,5
35
N/A
32,9
24,2
N/A
23,9
N/A
N/A
24
32,3
N/A
20,1
24,6
45,7
23,6
N/A
25,5
30,8
33
26,9
33,6
27,1
26,8
19,6
34,9
2
2
2
0
2
2
3
2
1
2
3
2
1
1
1
1
1
0
1
2
2
1
1
1
0
0
0
2
2
2
1
1
2
1
1
1
2
2
2
1
2
1
0
1
0
0
2
1
1
1
1
1
1
1
0
0
0
0
0
0
1
1
1
1
1
1
1
1
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
34,3
26,1
30,5
24,8
27,8
26
29,6
27,1
30,6
24
28,2
26,6
27,7
24,1
22,9
29,8
24,2
22,6
N/A
N/A
22,3
N/A
N/A
31
28,4
21,5
35
22
25,2
31,2
30
23
28,4
25,9
29,7
28,5
30,8
32,5
23,5
30,5
22,2
28,9
21,7
27
26,2
24,2
31,7
1
1
2
1
1
0
3
1
0
1
1
1
1
2
1
1
1
2
0
1
2
1
2
3
1
3
0
2
3
0
2
2
1
0
0
2
1
1
1
2
1
1
2
1
0
3
3
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
24
34,1
32,9
45
N/A
31,5
35,4
23,2
28,3
22,8
22,8
26,7
30,3
26,8
29
29,7
33,7
26,3
19,4
25
31,4
26,1
23,4
21,5
28,1
25,8
27,5
16,9
32,6
19,2
31,2
31,6
32,5
22,2
26,5
26,4
33,2
29
25
27,9
29,5
24,9
27
21
29,5
27,1
0
1
2
1
0
2
1
0
1
1
1
1
3
1
2
1
1
1
0
1
1
0
1
1
3
3
1
1
1
0
2
2
0
1
2
3
1
2
1
2
2
1
3
1
0
2
1
1
1
1
1
1
1
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
1
1
1
1
1
1
1
1
1
0
0
0
0
0
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