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Patient_ID
int64
1
25k
Age
int64
1
90
Gender
stringclasses
3 values
Symptoms
stringlengths
18
101
Symptom_Count
int64
3
7
Disease
stringclasses
30 values
1
29
Male
fever, back pain, shortness of breath
3
Allergy
2
76
Female
insomnia, back pain, weight loss
3
Thyroid Disorder
3
78
Male
sore throat, vomiting, diarrhea
3
Influenza
4
58
Other
blurred vision, depression, weight loss, muscle pain
4
Stroke
5
55
Female
swelling, appetite loss, nausea
3
Heart Disease
6
49
Male
vomiting, swelling, dizziness, fatigue
4
Heart Disease
7
69
Male
anxiety, shortness of breath, appetite loss, cough, back pain
5
Food Poisoning
8
25
Other
sore throat, weight loss, chest pain, depression, anxiety, rash
6
Bronchitis
9
11
Male
insomnia, diarrhea, swelling
3
COVID-19
10
47
Male
joint pain, shortness of breath, runny nose
3
Dermatitis
11
78
Other
vomiting, insomnia, shortness of breath, blurred vision, depression
5
Food Poisoning
12
72
Male
back pain, diarrhea, nausea, runny nose, joint pain, shortness of breath, depression
7
Diabetes
13
52
Female
sweating, swelling, cough, diarrhea, appetite loss
5
Arthritis
14
64
Female
weight gain, blurred vision, dizziness, vomiting
4
COVID-19
15
34
Other
headache, shortness of breath, tremors, diarrhea, back pain, weight loss
6
Sinusitis
16
12
Male
weight gain, joint pain, rash, diarrhea, headache, abdominal pain
6
Dementia
17
88
Female
headache, depression, nausea
3
Dermatitis
18
33
Other
joint pain, anxiety, runny nose
3
Parkinson's
19
69
Female
insomnia, back pain, fatigue
3
Dermatitis
20
34
Other
fatigue, chest pain, muscle pain, nausea, runny nose
5
Obesity
21
82
Other
abdominal pain, fatigue, tremors, depression
4
Obesity
22
68
Male
headache, rash, swelling, nausea
4
Parkinson's
23
40
Male
sneezing, fever, fatigue, rash, sweating
5
Parkinson's
24
9
Other
weight gain, sore throat, back pain, sneezing
4
Influenza
25
34
Other
headache, insomnia, sneezing, weight loss
4
Obesity
26
40
Female
muscle pain, vomiting, weight loss, swelling, back pain, blurred vision, sweating
7
Dermatitis
27
3
Other
runny nose, abdominal pain, fatigue, diarrhea, sore throat
5
Arthritis
28
81
Male
weight gain, diarrhea, fever, sore throat
4
Stroke
29
66
Male
cough, tremors, dizziness
3
Asthma
30
32
Female
vomiting, weight loss, headache, back pain, weight gain, swelling
6
Heart Disease
31
53
Female
vomiting, fatigue, sweating, insomnia, muscle pain, rash
6
Depression
32
52
Other
insomnia, depression, fatigue
3
Dermatitis
33
18
Female
diarrhea, vomiting, weight loss
3
Gastritis
34
71
Male
runny nose, diarrhea, tremors, sore throat, appetite loss
5
Diabetes
35
62
Male
sweating, fever, sore throat, swelling, diarrhea, nausea, muscle pain
7
Influenza
36
59
Female
cough, nausea, joint pain, fever, appetite loss, shortness of breath
6
Dermatitis
37
75
Other
insomnia, blurred vision, sneezing, headache, vomiting, chest pain, back pain
7
Liver Disease
38
75
Female
back pain, dizziness, cough
3
Stroke
39
87
Male
nausea, cough, abdominal pain, sore throat, tremors, swelling, anxiety
7
Epilepsy
40
80
Male
weight gain, diarrhea, anxiety
3
IBS
41
34
Female
weight gain, abdominal pain, dizziness, shortness of breath, vomiting, insomnia, appetite loss
7
Liver Disease
42
80
Other
runny nose, dizziness, swelling, sore throat, fever
5
Tuberculosis
43
17
Female
weight loss, vomiting, abdominal pain
3
Pneumonia
44
57
Other
diarrhea, rash, chest pain
3
Sinusitis
45
71
Female
anxiety, appetite loss, depression, abdominal pain, fever
5
Anemia
46
71
Male
headache, shortness of breath, fatigue
3
Bronchitis
47
34
Other
anxiety, vomiting, blurred vision, dizziness, insomnia
5
Heart Disease
48
36
Male
tremors, cough, sore throat, depression, muscle pain
5
Migraine
49
57
Other
swelling, headache, depression, shortness of breath, nausea
5
Common Cold
50
5
Female
weight loss, fever, fatigue, sore throat, blurred vision, headache
6
Anemia
51
27
Other
headache, muscle pain, tremors, cough, chest pain, rash, swelling
7
Dementia
52
80
Other
rash, swelling, weight loss
3
Asthma
53
23
Other
tremors, nausea, appetite loss, muscle pain
4
Tuberculosis
54
32
Female
appetite loss, muscle pain, insomnia, tremors, back pain
5
Bronchitis
55
29
Male
joint pain, tremors, cough
3
Diabetes
56
25
Female
rash, chest pain, appetite loss, diarrhea, swelling, fever
6
Anxiety
57
66
Female
tremors, sore throat, swelling, shortness of breath, rash
5
Gastritis
58
14
Other
dizziness, fever, fatigue, shortness of breath, nausea, weight gain, swelling
7
Arthritis
59
15
Female
back pain, appetite loss, dizziness, muscle pain, anxiety
5
Liver Disease
60
69
Other
vomiting, shortness of breath, cough, blurred vision, muscle pain, fever, abdominal pain
7
Sinusitis
61
80
Female
rash, muscle pain, sore throat, insomnia
4
Thyroid Disorder
62
86
Female
back pain, chest pain, abdominal pain
3
Arthritis
63
49
Other
blurred vision, chest pain, weight loss, headache, vomiting, muscle pain
6
Gastritis
64
1
Female
anxiety, weight gain, chest pain, joint pain
4
Thyroid Disorder
65
42
Female
muscle pain, appetite loss, weight gain, anxiety
4
Chronic Kidney Disease
66
11
Female
insomnia, vomiting, abdominal pain, sneezing, back pain, nausea
6
Ulcer
67
26
Male
dizziness, sore throat, swelling, diarrhea, insomnia, chest pain, appetite loss
7
Epilepsy
68
10
Female
diarrhea, sneezing, anxiety
3
Common Cold
69
84
Other
vomiting, blurred vision, sweating, joint pain, sneezing, swelling, diarrhea
7
Liver Disease
70
90
Other
swelling, muscle pain, diarrhea
3
Common Cold
71
59
Male
weight loss, diarrhea, tremors
3
Ulcer
72
65
Female
insomnia, abdominal pain, weight loss, anxiety, dizziness, runny nose
6
Depression
73
82
Female
runny nose, nausea, back pain, sneezing, tremors, shortness of breath, diarrhea
7
Anxiety
74
35
Female
sneezing, depression, diarrhea, shortness of breath, runny nose, sore throat, chest pain
7
Obesity
75
28
Male
sore throat, headache, sweating, diarrhea, joint pain, blurred vision, appetite loss
7
Gastritis
76
54
Female
dizziness, weight loss, runny nose, muscle pain, cough, vomiting
6
Liver Disease
77
39
Female
blurred vision, fever, swelling, weight gain, joint pain, sneezing, sweating
7
Sinusitis
78
29
Female
weight loss, back pain, sweating, tremors, anxiety, diarrhea
6
Dermatitis
79
22
Female
fever, joint pain, dizziness, insomnia, swelling, sweating
6
Liver Disease
80
73
Other
anxiety, weight loss, fever, joint pain
4
Bronchitis
81
24
Male
depression, muscle pain, headache
3
Common Cold
82
54
Female
dizziness, vomiting, runny nose, tremors, swelling, joint pain
6
Heart Disease
83
7
Female
sneezing, fever, back pain
3
Anxiety
84
4
Male
swelling, depression, cough
3
Asthma
85
61
Other
anxiety, headache, diarrhea
3
Hypertension
86
15
Male
vomiting, runny nose, blurred vision, shortness of breath, rash, nausea, anxiety
7
Pneumonia
87
87
Female
weight gain, fever, chest pain
3
Chronic Kidney Disease
88
32
Male
sore throat, weight gain, blurred vision, sweating
4
IBS
89
73
Male
tremors, insomnia, anxiety, appetite loss, fatigue
5
Anemia
90
54
Female
muscle pain, insomnia, rash, sore throat, abdominal pain, depression, dizziness
7
Food Poisoning
91
67
Other
rash, depression, runny nose, blurred vision, headache, muscle pain
6
Pneumonia
92
42
Male
appetite loss, weight loss, swelling, sneezing, runny nose, muscle pain, weight gain
7
Heart Disease
93
60
Other
shortness of breath, runny nose, diarrhea
3
Anxiety
94
46
Female
dizziness, fever, sneezing, tremors, nausea, appetite loss
6
Parkinson's
95
25
Male
anxiety, blurred vision, shortness of breath, weight loss, fever
5
Gastritis
96
63
Female
sneezing, weight loss, swelling, diarrhea, blurred vision, tremors
6
Asthma
97
89
Male
sore throat, chest pain, diarrhea
3
Depression
98
46
Other
rash, sneezing, weight loss, abdominal pain, tremors, muscle pain, appetite loss
7
Chronic Kidney Disease
99
41
Male
chest pain, shortness of breath, diarrhea, fatigue, back pain
5
Ulcer
100
76
Other
swelling, blurred vision, nausea, vomiting, tremors, sneezing, shortness of breath
7
Thyroid Disorder
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