id
int64
age_years
int64
sex
string
cascade_stage
string
years_on_art
float64
art_regimen
string
regimen_line
int64
ever_switched_regimen
int64
cd4_at_diagnosis
int64
cd4_current
int64
adherence_category
string
adherence_pct
int64
viral_load_copies_ml
int64
vl_suppressed
int64
vl_test_done_12mo
int64
who_clinical_stage
int64
tb_coinfection
int64
pregnant
int64
on_pmtct
int64
outcome
string
1
49
F
on_ART
2.1
TDF/3TC/EFV
1
0
481
639
good
91
23
1
1
1
0
0
0
alive_in_care
2
51
F
undiagnosed
0
none
0
0
0
366
unknown
0
3,966
0
0
2
0
0
0
undiagnosed
3
24
M
on_ART
2.3
TDF/3TC/DTG
1
0
182
336
moderate
89
16
1
1
2
0
0
0
alive_in_care
4
52
M
on_ART
4.5
TDF/3TC/DTG
1
0
42
416
moderate
85
88
1
1
3
0
0
0
alive_in_care
5
19
F
undiagnosed
0
none
0
0
0
437
unknown
0
38,074
0
0
2
0
0
0
died
6
33
F
diagnosed_not_on_ART
0
none
0
0
254
10
unknown
0
227,049
0
0
4
0
0
0
pre_art_care
7
42
F
on_ART
0.9
TDF/3TC/EFV
1
0
224
358
poor
61
812
1
0
2
0
0
0
alive_in_care
8
27
F
undiagnosed
0
none
0
0
0
10
unknown
0
22,771
0
0
4
0
0
0
died
9
36
F
on_ART
8.7
TDF/3TC/DTG
1
0
120
740
good
98
21
1
0
1
0
0
0
alive_in_care
10
51
M
on_ART
10.6
TDF/3TC/DTG
1
0
122
727
good
96
10
1
1
1
0
0
0
ltfu
11
48
F
on_ART
7.1
TDF/3TC/DTG
1
0
50
362
poor
47
155
1
1
1
0
0
0
alive_in_care
12
64
F
on_ART
2.6
TDF/3TC/DTG
1
0
242
344
moderate
85
13
1
1
4
0
0
0
alive_in_care
13
47
M
on_ART
0.8
TDF/3TC/DTG
1
0
578
671
good
96
19
1
1
2
0
0
0
alive_in_care
14
35
F
undiagnosed
0
none
0
0
0
392
unknown
0
19,160
0
0
1
0
0
0
undiagnosed
15
31
M
diagnosed_not_on_ART
0
none
0
0
221
87
unknown
0
35,224
0
0
4
1
0
0
pre_art_care
16
44
M
undiagnosed
0
none
0
0
0
670
unknown
0
10,700
0
0
1
0
0
0
undiagnosed
17
28
F
on_ART
2.8
TDF/3TC/DTG
1
0
38
369
good
94
12
1
0
1
0
0
0
alive_in_care
18
37
M
undiagnosed
0
none
0
0
0
60
unknown
0
113,045
0
0
4
0
0
0
undiagnosed
19
19
F
undiagnosed
0
none
0
0
0
322
unknown
0
3,225
0
0
3
0
0
0
undiagnosed
20
31
F
on_ART
0.4
TDF/3TC/DTG
1
0
86
104
moderate
73
23,287
0
0
4
0
0
0
died
21
32
F
on_ART
1.2
TDF/3TC/DTG
1
0
321
401
moderate
73
11
1
1
2
0
0
0
alive_in_care
22
38
F
undiagnosed
0
none
0
0
0
480
unknown
0
197,482
0
0
2
0
0
0
undiagnosed
23
52
M
on_ART
2.9
AZT/3TC/ATV-r
2
1
209
391
good
98
94
1
1
1
0
0
0
alive_in_care
24
28
M
diagnosed_not_on_ART
0
none
0
0
301
88
unknown
0
2,787
0
0
4
1
0
0
pre_art_care
25
36
F
on_ART
2.4
TDF/3TC/DTG
1
0
382
657
moderate
78
18
1
0
2
0
0
0
alive_in_care
26
25
M
on_ART
1.2
TDF/3TC/DTG
1
0
264
364
good
92
42
1
1
2
0
0
0
alive_in_care
27
51
M
diagnosed_not_on_ART
0
none
0
0
92
10
unknown
0
280,317
0
0
4
0
0
0
ltfu
28
42
M
diagnosed_not_on_ART
0
none
0
0
154
10
unknown
0
50,366
0
0
4
0
0
0
pre_art_care
29
40
F
diagnosed_not_on_ART
0
none
0
0
463
385
unknown
0
2,226
0
0
2
0
0
0
pre_art_care
30
16
M
undiagnosed
0
none
0
0
0
261
unknown
0
16,087
0
0
4
0
0
0
undiagnosed
31
39
M
undiagnosed
0
none
0
0
0
291
unknown
0
4,792,972
0
0
3
1
0
0
undiagnosed
32
42
F
on_ART
11.5
TDF/3TC/DTG
1
0
197
424
good
99
22
1
1
1
0
0
0
alive_in_care
33
40
F
on_ART
0.2
AZT/3TC/ATV-r
2
1
169
191
moderate
72
58,172
0
1
4
0
0
0
transferred
34
38
M
undiagnosed
0
none
0
0
0
271
unknown
0
11,179
0
0
3
1
0
0
undiagnosed
35
19
F
undiagnosed
0
none
0
0
0
477
unknown
0
302,988
0
0
2
0
0
0
undiagnosed
36
29
F
on_ART
4.6
TDF/3TC/EFV
1
0
84
445
good
90
28
1
0
1
0
0
0
alive_in_care
37
47
F
diagnosed_not_on_ART
0
none
0
0
264
10
unknown
0
6,755
0
0
4
0
0
0
died
38
18
M
undiagnosed
0
none
0
0
0
110
unknown
0
11,962
0
0
4
0
0
0
undiagnosed
39
31
M
on_ART
7.4
TDF/3TC/EFV
1
0
231
728
good
98
15
1
1
1
0
0
0
alive_in_care
40
42
M
on_ART
8.2
TDF/3TC/DTG
1
0
90
797
good
92
25
1
1
1
0
0
0
alive_in_care
41
39
F
undiagnosed
0
none
0
0
0
363
unknown
0
79,710
0
0
2
0
0
0
undiagnosed
42
47
M
on_ART
0.8
TDF/3TC/DTG
1
0
185
276
good
91
77
1
1
3
0
0
0
alive_in_care
43
16
F
on_ART
6
TDF/3TC/DTG
1
0
202
675
good
94
3
1
1
1
0
0
0
alive_in_care
44
39
M
on_ART
13.8
TDF/3TC/DTG
1
0
246
1,325
good
92
18
1
0
1
0
0
0
alive_in_care
45
30
M
diagnosed_not_on_ART
0
none
0
0
211
170
unknown
0
26,760
0
0
4
0
0
0
pre_art_care
46
31
F
diagnosed_not_on_ART
0
none
0
0
90
10
unknown
0
9,427
0
0
4
0
0
0
died
47
28
F
on_ART
5.3
TDF/3TC/DTG
1
0
50
417
good
91
17
1
1
1
0
0
0
ltfu
48
31
M
on_ART
2.9
TDF/3TC/DTG
1
0
75
273
good
100
23
1
1
4
0
0
0
alive_in_care
49
26
M
undiagnosed
0
none
0
0
0
355
unknown
0
87,302
0
0
1
0
0
0
undiagnosed
50
24
F
undiagnosed
0
none
0
0
0
618
unknown
0
189,882
0
0
2
0
0
0
undiagnosed
51
51
M
on_ART
0.2
TDF/3TC/DTG
1
0
432
460
moderate
83
8,604
0
1
1
0
0
0
alive_in_care
52
34
F
on_ART
10.2
DRV-r/DTG/AZT/3TC
3
1
179
1,487
good
92
6
1
1
1
0
0
0
alive_in_care
53
51
F
on_ART
4.1
TDF/3TC/DTG
1
0
112
280
good
94
91
1
1
3
1
0
0
alive_in_care
54
27
M
on_ART
2.8
TDF/3TC/DTG
1
0
288
620
good
98
4
1
1
1
1
0
0
alive_in_care
55
23
F
on_ART
1.4
AZT/3TC/ATV-r
2
1
411
463
good
97
104
1
1
1
0
0
0
alive_in_care
56
37
M
diagnosed_not_on_ART
0
none
0
0
102
10
unknown
0
8,444
0
0
3
0
0
0
pre_art_care
57
30
F
on_ART
12.1
DRV-r/DTG/AZT/3TC
3
1
152
754
good
95
11
1
1
1
0
0
0
alive_in_care
58
33
F
on_ART
6.5
TDF/3TC/DTG
1
0
319
595
moderate
84
55
1
0
1
0
0
0
alive_in_care
59
51
F
on_ART
1.9
TDF/3TC/EFV
1
0
397
528
poor
48
3,973
0
1
2
0
0
0
alive_in_care
60
31
F
diagnosed_not_on_ART
0
none
0
0
50
10
unknown
0
27,847
0
0
4
1
1
1
pre_art_care
61
41
F
undiagnosed
0
none
0
0
0
60
unknown
0
49,827
0
0
4
1
0
0
undiagnosed
62
19
M
on_ART
2.8
AZT/3TC/ATV-r
2
1
176
333
good
97
14
1
0
3
0
0
0
alive_in_care
63
19
M
undiagnosed
0
none
0
0
0
177
unknown
0
50,432
0
0
4
0
0
0
undiagnosed
64
26
M
undiagnosed
0
none
0
0
0
551
unknown
0
316,037
0
0
2
0
0
0
undiagnosed
65
20
F
undiagnosed
0
none
0
0
0
760
unknown
0
24,959
0
0
1
0
0
0
undiagnosed
66
33
F
diagnosed_not_on_ART
0
none
0
0
171
96
unknown
0
39,552
0
0
3
1
0
0
pre_art_care
67
38
F
on_ART
3.4
TDF/3TC/DTG
1
0
464
701
good
95
11
1
1
2
0
0
0
alive_in_care
68
35
F
on_ART
2.6
TDF/3TC/DTG
1
0
283
468
poor
41
557
1
0
3
0
0
0
alive_in_care
69
60
F
on_ART
1.5
TDF/3TC/DTG
1
0
288
456
good
92
28
1
0
1
1
0
0
alive_in_care
70
46
M
diagnosed_not_on_ART
0
none
0
0
343
107
unknown
0
80,784
0
0
4
1
0
0
ltfu
71
39
M
undiagnosed
0
none
0
0
0
104
unknown
0
27,725
0
0
4
0
0
0
undiagnosed
72
61
F
undiagnosed
0
none
0
0
0
519
unknown
0
11,334
0
0
1
0
0
0
undiagnosed
73
37
M
undiagnosed
0
none
0
0
0
545
unknown
0
14,931
0
0
1
0
0
0
undiagnosed
74
30
M
undiagnosed
0
none
0
0
0
349
unknown
0
48,113
0
0
4
0
0
0
undiagnosed
75
25
M
undiagnosed
0
none
0
0
0
251
unknown
0
4,746
0
0
2
0
0
0
died
76
53
F
on_ART
2
TDF/3TC/DTG
1
0
197
412
poor
64
178,654
0
1
2
0
0
0
alive_in_care
77
20
M
undiagnosed
0
none
0
0
0
349
unknown
0
2,814
0
0
2
0
0
0
undiagnosed
78
21
F
diagnosed_not_on_ART
0
none
0
0
50
10
unknown
0
77,471
0
0
4
0
0
0
pre_art_care
79
31
M
on_ART
0.8
TDF/3TC/EFV
1
0
138
260
moderate
73
44
1
0
3
0
0
0
alive_in_care
80
42
M
diagnosed_not_on_ART
0
none
0
0
36
10
unknown
0
2,205
0
0
4
0
0
0
pre_art_care
81
23
F
on_ART
0.7
TDF/3TC/EFV
1
0
139
211
moderate
74
11
1
0
3
0
0
0
alive_in_care
82
25
F
on_ART
0.2
TDF/3TC/EFV
1
0
50
72
poor
67
1,028
0
0
4
0
0
0
died
83
38
F
on_ART
6.3
TDF/3TC/EFV
1
0
182
597
moderate
83
29
1
1
1
0
0
0
alive_in_care
84
52
M
diagnosed_not_on_ART
0
none
0
0
226
177
unknown
0
6,143
0
0
4
0
0
0
pre_art_care
85
34
F
diagnosed_not_on_ART
0
none
0
0
355
315
unknown
0
13,002
0
0
3
0
0
0
pre_art_care
86
30
F
undiagnosed
0
none
0
0
0
146
unknown
0
302,796
0
0
4
0
0
0
undiagnosed
87
33
F
undiagnosed
0
none
0
0
0
128
unknown
0
26,899
0
0
4
0
0
0
undiagnosed
88
25
M
undiagnosed
0
none
0
0
0
45
unknown
0
248,473
0
0
4
0
0
0
undiagnosed
89
34
F
on_ART
1.3
TDF/3TC/DTG
1
0
357
472
good
91
5
1
0
2
0
0
0
alive_in_care
90
52
M
on_ART
8.9
TDF/3TC/DTG
1
0
184
753
poor
40
81
1
1
1
0
0
0
alive_in_care
91
53
F
on_ART
3.4
TDF/3TC/DTG
1
0
72
291
good
93
115
1
1
4
0
0
0
alive_in_care
92
38
F
on_ART
10.5
TDF/3TC/DTG
1
0
288
1,291
good
93
18
1
1
1
0
0
0
alive_in_care
93
51
F
on_ART
6.5
TDF/3TC/DTG
1
0
185
851
good
91
18
1
0
1
0
0
0
ltfu
94
26
M
on_ART
3.6
TDF/3TC/DTG
1
0
276
612
moderate
89
23
1
1
2
0
0
0
alive_in_care
95
37
M
undiagnosed
0
none
0
0
0
518
unknown
0
107,541
0
0
1
0
0
0
undiagnosed
96
57
M
diagnosed_not_on_ART
0
none
0
0
150
87
unknown
0
13,913
0
0
4
1
0
0
pre_art_care
97
22
F
on_ART
3.9
TDF/3TC/DTG
1
0
277
560
good
96
47
1
1
1
0
0
0
alive_in_care
98
27
M
on_ART
4.4
DRV-r/DTG/AZT/3TC
3
1
50
349
good
94
68
1
1
4
0
0
0
ltfu
99
43
M
on_ART
1
TDF/3TC/DTG
1
0
116
280
moderate
85
45
1
1
3
0
0
0
alive_in_care
100
28
M
undiagnosed
0
none
0
0
0
368
unknown
0
43,798
0
0
2
0
0
0
undiagnosed