id
int64
age_years
float64
sex
string
pregnant
int64
temperature_c
float64
fever_reported
int64
fever_duration_days
int64
headache
int64
chills_rigors
int64
vomiting
int64
diarrhea
int64
body_aches
int64
convulsions
int64
altered_consciousness
int64
jaundice
int64
rdt_result
int64
microscopy_result
int64
microscopy_parasite_density
int64
true_parasite_density
int64
parasite_species
string
hemoglobin_gdl
float64
severe_anemia
int64
severity_classification
string
outcome
string
1
55.5
F
0
37
0
0
0
0
0
0
0
0
0
0
1
0
0
0
none
12.2
0
not_malaria
treated_outpatient
2
54.8
F
0
38.3
1
3
1
1
1
1
1
0
0
0
0
1
140
121
P_falciparum
8.4
0
uncomplicated
treated_outpatient
3
19.2
M
0
37.8
1
4
0
0
1
1
1
0
0
0
0
0
0
0
none
12.2
0
not_malaria
treated_outpatient
4
7.6
M
0
38.7
1
1
0
1
1
0
1
0
0
0
1
0
0
0
none
11
0
not_malaria
treated_outpatient
5
1.9
F
0
37.1
1
3
1
1
1
0
0
0
0
0
1
1
90,801
56,820
P_falciparum
6.7
0
uncomplicated
treated_outpatient
6
16
M
0
38.9
1
1
0
1
0
0
0
1
0
0
0
0
0
0
none
13.1
0
not_malaria
treated_outpatient
7
32.7
F
0
36.7
1
1
1
0
0
0
0
0
0
0
0
0
0
0
none
13.7
0
not_malaria
treated_outpatient
8
73.6
F
0
36.7
1
5
1
0
0
0
1
0
0
0
0
0
0
0
none
12
0
not_malaria
treated_outpatient
9
1.3
F
0
37.1
1
2
1
0
0
0
0
0
0
0
0
0
0
0
none
10.9
0
not_malaria
treated_outpatient
10
27.3
M
0
38.4
1
1
1
0
1
1
1
0
0
0
0
0
0
0
none
13
0
not_malaria
treated_outpatient
11
55.8
M
0
36.8
1
5
0
0
0
0
1
0
0
0
0
0
0
0
none
13.5
0
not_malaria
treated_outpatient
12
40.6
F
0
37.9
1
2
1
0
0
0
0
0
0
0
0
0
0
0
none
12.1
0
not_malaria
treated_outpatient
13
8.1
M
0
37.6
0
0
0
0
0
0
1
0
0
0
1
1
1,597
1,665
P_falciparum
9.9
0
uncomplicated
treated_outpatient
14
16.3
F
0
36.5
1
3
0
0
0
0
0
0
0
0
0
0
0
0
none
11.1
0
not_malaria
treated_outpatient
15
70.5
M
0
37.1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
none
15.2
0
not_malaria
treated_outpatient
16
1
M
0
38.5
0
0
1
0
0
0
1
0
0
0
0
0
0
0
none
13.2
0
not_malaria
treated_outpatient
17
49.5
M
0
37.3
0
0
0
0
0
1
1
0
0
0
0
0
0
0
none
13.6
0
not_malaria
treated_outpatient
18
4.1
M
0
39
0
0
0
0
0
1
1
0
0
0
0
0
0
0
none
11.7
0
not_malaria
treated_outpatient
19
23.6
F
0
35.8
1
1
0
0
0
0
0
0
0
0
0
0
0
0
none
11.9
0
not_malaria
treated_outpatient
20
55.8
F
0
36.3
1
4
1
1
1
0
1
0
0
0
1
1
3,122
3,642
P_vivax
13.3
0
uncomplicated
treated_outpatient
21
16.9
F
0
37.7
1
2
0
0
1
0
0
0
0
0
0
0
0
0
none
11.8
0
not_malaria
treated_outpatient
22
24.9
F
0
38
1
5
1
1
0
0
1
0
0
0
1
1
235
372
P_vivax
10.2
0
uncomplicated
treated_outpatient
23
26.8
M
0
36.3
1
1
1
1
1
0
1
0
0
0
0
0
0
0
none
15.7
0
not_malaria
treated_outpatient
24
74.8
M
0
36.8
1
2
1
0
0
0
0
0
0
0
0
0
0
0
none
13.4
0
not_malaria
treated_outpatient
25
20
F
0
39.7
1
3
1
1
1
1
0
0
0
0
1
1
62,354
123,557
P_falciparum
10.9
0
severe
admitted
26
1.1
M
0
36.9
1
4
1
1
0
0
0
0
0
0
0
0
0
0
none
11.1
0
not_malaria
treated_outpatient
27
69.8
M
0
38.8
1
2
1
0
0
0
0
0
0
0
0
0
0
0
none
14.3
0
not_malaria
treated_outpatient
28
1.2
M
0
36.8
0
0
0
1
0
0
1
0
0
0
1
1
18,285
18,703
P_falciparum
9.7
0
uncomplicated
treated_outpatient
29
4.5
F
0
39.5
1
2
0
0
0
0
1
0
0
0
0
0
0
0
none
10.6
0
not_malaria
treated_outpatient
30
50.5
M
0
36.4
0
0
1
0
0
0
1
0
0
0
0
0
0
0
none
12.1
0
not_malaria
treated_outpatient
31
45.4
M
0
36.8
1
3
0
0
0
0
0
0
0
0
1
1
4,327
3,152
P_falciparum
8.8
0
uncomplicated
treated_outpatient
32
57.6
F
0
36.9
1
5
1
1
0
1
0
0
0
0
0
0
0
0
none
13
0
not_malaria
treated_outpatient
33
3.8
F
0
36.7
1
1
1
0
1
1
0
0
0
0
1
0
0
12,778
P_falciparum
9.3
0
uncomplicated
treated_outpatient
34
12.7
M
0
39.7
1
1
1
1
0
0
0
0
0
0
0
0
0
97
P_vivax
11.7
0
uncomplicated
treated_outpatient
35
75
F
0
37.4
1
2
1
0
0
0
1
0
1
0
0
0
0
0
none
14.5
0
not_malaria
treated_outpatient
36
4.7
M
0
38.8
1
5
0
1
1
0
0
0
0
0
1
0
0
1,764
P_falciparum
9.5
0
uncomplicated
treated_outpatient
37
4.5
M
0
38.2
1
4
1
0
0
0
0
0
0
0
0
0
0
0
none
10.3
0
not_malaria
treated_outpatient
38
48.6
M
0
36.7
1
1
1
0
0
1
0
0
0
0
0
0
0
0
none
14.2
0
not_malaria
treated_outpatient
39
2.9
M
0
39.3
0
0
1
0
0
0
0
0
0
0
1
1
23,306
26,080
P_falciparum
7.6
0
uncomplicated
treated_outpatient
40
42.5
M
0
38
1
3
0
0
0
0
0
0
0
0
0
0
0
0
none
14
0
not_malaria
treated_outpatient
41
6
F
0
38.1
0
0
1
1
1
0
1
0
0
0
1
1
1,965
1,768
P_falciparum
8.2
0
uncomplicated
treated_outpatient
42
40
M
0
36.7
0
0
1
0
0
0
0
0
0
0
0
0
0
0
none
12.2
0
not_malaria
treated_outpatient
43
48.7
F
0
38.3
1
3
0
1
0
0
0
0
0
0
0
0
0
0
none
14.3
0
not_malaria
treated_outpatient
44
3.5
M
0
36.5
1
2
1
0
0
1
1
0
0
0
0
0
0
0
none
10.5
0
not_malaria
treated_outpatient
45
28.2
M
0
36.7
1
2
1
1
1
0
1
0
0
0
1
1
5,763
5,345
P_falciparum
13.1
0
uncomplicated
treated_outpatient
46
38
F
0
39.4
1
2
1
0
0
0
0
0
0
0
1
1
1,135
950
P_falciparum
10
0
uncomplicated
treated_outpatient
47
49.5
F
0
37.8
1
1
1
0
0
1
1
0
0
0
0
0
0
0
none
14.9
0
not_malaria
treated_outpatient
48
2.4
M
0
39.7
1
1
0
1
1
0
1
0
0
0
1
1
3,679
3,623
P_falciparum
4.9
1
severe
admitted
49
72.3
M
0
37.7
0
0
0
0
0
1
0
0
0
0
0
0
0
0
none
12.3
0
not_malaria
treated_outpatient
50
3.7
F
0
38.3
0
0
0
0
0
0
1
0
0
0
0
0
0
0
none
10.4
0
not_malaria
treated_outpatient
51
0.5
M
0
38.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
none
10.7
0
not_malaria
treated_outpatient
52
0.6
F
0
39.5
1
4
0
1
1
0
0
0
0
0
1
1
21,826
47,514
P_falciparum
11.3
0
uncomplicated
treated_outpatient
53
53.3
F
0
36.7
1
2
1
1
1
0
0
0
0
0
0
0
0
0
none
11.9
0
not_malaria
treated_outpatient
54
33.9
M
0
36.6
1
2
0
0
0
0
0
0
0
0
0
0
0
0
none
14.5
0
not_malaria
treated_outpatient
55
63.8
F
0
38.4
1
4
0
0
1
0
0
0
0
0
1
1
2,875
2,420
P_falciparum
9.3
0
uncomplicated
treated_outpatient
56
17.1
M
0
38.7
1
2
0
0
1
0
1
0
0
0
0
1
114
0
none
11.7
0
not_malaria
treated_outpatient
57
6
F
0
38.4
1
2
0
1
1
0
0
0
0
0
1
0
0
2,644
P_falciparum
8.6
0
uncomplicated
treated_outpatient
58
32.2
F
0
37
1
3
1
0
0
0
1
0
0
0
0
0
0
0
none
15.2
0
not_malaria
treated_outpatient
59
3.8
F
0
36.9
1
3
0
1
0
0
1
0
0
0
0
0
0
0
none
9.3
0
not_malaria
treated_outpatient
60
4.9
F
0
39.2
1
3
0
1
0
0
1
0
0
0
1
1
4,441
4,023
P_falciparum
9
0
uncomplicated
treated_outpatient
61
66.9
F
0
40.2
1
2
1
1
1
1
1
0
0
0
1
1
826
772
P_falciparum
11.6
0
uncomplicated
treated_outpatient
62
38.9
M
0
37.1
1
2
1
0
1
0
0
0
0
0
0
0
0
0
none
13.3
0
not_malaria
treated_outpatient
63
61.9
M
0
39.1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
none
12.9
0
not_malaria
treated_outpatient
64
9.9
M
0
36.7
0
0
1
0
0
0
0
0
0
0
0
0
0
0
none
8
0
not_malaria
treated_outpatient
65
45.1
M
0
37.5
1
2
0
1
0
1
0
0
0
0
0
0
0
0
none
13.4
0
not_malaria
treated_outpatient
66
69.7
F
0
37.6
1
1
0
1
1
0
1
0
0
0
0
0
0
0
none
14
0
not_malaria
treated_outpatient
67
32.7
M
0
37.5
1
1
0
1
0
0
0
0
0
0
0
0
0
0
none
14.8
0
not_malaria
treated_outpatient
68
4.8
F
0
36.6
1
3
0
0
0
0
0
0
0
0
1
1
2,347
2,897
P_falciparum
6.1
0
uncomplicated
treated_outpatient
69
1.5
M
0
39.7
1
3
1
1
1
1
0
1
0
1
1
1
5,801
4,875
P_falciparum
9.4
0
severe
admitted
70
12.4
M
0
37
1
4
0
0
0
0
1
0
0
0
1
1
17,396
19,683
P_falciparum
7.7
0
uncomplicated
treated_outpatient
71
2.9
M
0
39
0
0
0
0
0
1
1
0
0
0
0
0
0
0
none
12.1
0
not_malaria
treated_outpatient
72
68.5
F
0
38.1
1
1
1
1
0
0
0
0
0
0
1
1
1,901
1,830
P_falciparum
12.1
0
uncomplicated
treated_outpatient
73
26.8
M
0
38.3
0
0
1
0
0
0
0
0
0
0
0
0
0
0
none
12.5
0
not_malaria
treated_outpatient
74
4.1
M
0
36.6
1
2
1
0
0
0
1
0
0
0
1
1
34,365
34,329
P_falciparum
9.9
0
uncomplicated
treated_outpatient
75
1.3
M
0
38.7
1
1
1
1
0
0
1
0
0
0
1
1
419
849
P_falciparum
7.5
0
uncomplicated
treated_outpatient
76
3.9
F
0
38.8
0
0
0
1
0
1
1
0
0
0
1
1
12,710
11,204
P_falciparum
8.7
0
uncomplicated
treated_outpatient
77
3
M
0
39.4
1
1
1
1
1
0
0
0
0
0
1
1
167
136
P_falciparum
4.1
1
uncomplicated
treated_outpatient
78
17.3
F
0
38.5
1
9
1
0
0
0
0
0
1
0
0
0
0
0
none
14.7
0
not_malaria
treated_outpatient
79
55.3
M
0
38.8
1
4
1
0
1
1
0
0
0
0
0
0
0
0
none
12.2
0
not_malaria
treated_outpatient
80
55
M
0
38.7
0
0
0
0
0
1
1
0
0
0
0
0
0
0
none
11.8
0
not_malaria
treated_outpatient
81
41.1
F
0
37
0
0
0
0
0
1
0
0
0
0
0
0
0
0
none
13.4
0
not_malaria
treated_outpatient
82
20.8
F
0
37.6
1
3
1
1
1
1
0
0
0
0
1
1
309
414
P_falciparum
10.2
0
uncomplicated
treated_outpatient
83
14.3
F
0
36.3
0
0
0
0
0
0
0
0
0
0
0
1
111
0
none
10
0
not_malaria
treated_outpatient
84
4.8
M
0
36.8
0
0
0
0
1
0
0
0
0
0
0
0
0
0
none
9.8
0
not_malaria
treated_outpatient
85
3.5
F
0
36.9
1
1
0
0
0
0
1
0
0
0
1
1
1,337
1,216
P_falciparum
8.2
0
uncomplicated
treated_outpatient
86
4.1
F
0
39.3
1
7
0
0
0
0
0
0
0
0
1
1
1,811
1,822
P_falciparum
8.4
0
uncomplicated
treated_outpatient
87
53.8
F
0
36.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
none
13.3
0
not_malaria
treated_outpatient
88
63.1
M
0
36.5
1
2
0
0
1
0
0
0
0
0
0
0
0
0
none
12.1
0
not_malaria
treated_outpatient
89
1.2
M
0
37.1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
none
10.7
0
not_malaria
treated_outpatient
90
39.8
M
0
36.8
1
6
1
0
0
0
1
0
0
0
1
1
12,529
12,553
P_falciparum
10.6
0
uncomplicated
treated_outpatient
91
3.5
F
0
37.4
1
1
1
0
1
0
0
0
0
0
0
0
0
0
none
12.6
0
not_malaria
treated_outpatient
92
12.2
F
0
37.8
1
2
0
0
1
0
0
0
0
0
1
0
0
0
none
8.7
0
not_malaria
treated_outpatient
93
15.5
M
0
36.9
1
4
1
0
0
1
1
0
0
0
1
0
0
0
none
10.3
0
not_malaria
treated_outpatient
94
49.4
M
0
37.8
1
1
1
0
1
1
0
0
0
0
1
1
61
59
P_falciparum
12.8
0
uncomplicated
treated_outpatient
95
4.4
M
0
36.8
1
1
1
0
0
0
0
0
0
0
0
0
0
0
none
12.2
0
not_malaria
treated_outpatient
96
51.2
M
0
36.9
1
3
0
0
1
0
0
0
0
0
0
0
0
0
none
15
0
not_malaria
treated_outpatient
97
7.5
F
0
38.2
1
5
1
1
0
0
1
0
0
0
1
1
19,234
16,528
P_falciparum
9.1
0
uncomplicated
treated_outpatient
98
4.9
M
0
36.6
1
2
0
0
1
0
0
0
0
0
0
0
0
0
none
11.7
0
not_malaria
treated_outpatient
99
1.1
M
0
39.2
0
0
1
0
1
0
1
0
0
0
1
1
50
132
P_falciparum
8.7
0
uncomplicated
treated_outpatient
100
21.3
M
0
36.3
0
0
1
0
1
0
0
0
0
0
1
0
0
0
none
13.3
0
not_malaria
treated_outpatient