Datasets:
Jackie Grant
jackie-grant/
ArthritisDetection
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[7479d0]: / arthritis_detection_datasets.csv

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# Age Gender Symptoms Duration_of_Symptoms Family_History_of_Arthritis Physical_Activity_Level BMI Blood_Test_Results Arthritis_Probability
1 66 Female Stiffness in joints 30 Yes Low 27.6 Positive 0.99
2 87 Male Joint pain 13 Yes Low 34.7 Negative 0.5
3 68 Male Swelling 11 No Low 34.4 Positive 0.4
4 62 Female Joint pain 14 No Moderate 19.4 Negative 0.5
5 74 Female Swelling 28 Yes Low 33 Negative 0.99
6 75 Male Fatigue 18 Yes Low 32.3 Positive 0.7
7 77 Male Fatigue 27 No Moderate 39.2 Positive 0.99
8 73 Female Fatigue 28 No Moderate 39.3 Negative 0.99
9 62 Male Swelling 31 No Moderate 26.6 Positive 0.99
10 71 Female Joint pain 25 No High 31.2 Positive 0.8
11 68 Male Joint pain 28 Yes High 21.5 Negative 0.99
12 87 Male Stiffness in joints 19 No Low 19.9 Positive 0.7
13 66 Female Swelling 24 Yes Low 27.8 Positive 0.8
14 68 Female Stiffness in joints 27 Yes Low 33.3 Negative 0.99
15 72 Female Fatigue 15 Yes Low 30.7 Negative 0.5
16 77 Female Joint pain 9 No Moderate 27.7 Negative 0.4
17 64 Female Swelling 8 Yes High 36.1 Positive 0.4
18 72 Female Stiffness in joints 20 No Moderate 35.6 Negative 0.7
19 63 Female Stiffness in joints 28 Yes High 34.2 Positive 0.99
20 61 Male Stiffness in joints 1 No Moderate 20.2 Positive 0.2
21 75 Male Joint pain 4 Yes Low 35.6 Positive 0.2
22 68 Male Joint pain 14 Yes High 38.3 Positive 0.5
23 61 Female Fatigue 5 No Moderate 37.4 Positive 0.2
24 83 Female Fatigue 22 No High 28.2 Negative 0.7
25 71 Male Fatigue 24 No High 21.1 Negative 0.8
26 89 Female Swelling 6 Yes Low 26.6 Positive 0.4
27 65 Female Joint pain 3 Yes Low 21.4 Positive 0.2
28 61 Female Stiffness in joints 22 No Low 18.9 Negative 0.7
29 87 Female Joint pain 1 Yes Moderate 34.7 Positive 0.2
30 80 Male Fatigue 20 Yes Moderate 23.6 Positive 0.7
31 60 Female Fatigue 22 Yes High 18.5 Positive 0.7
32 71 Male Stiffness in joints 16 Yes High 37.3 Positive 0.5
33 85 Female Joint pain 23 No Low 28 Negative 0.8
34 81 Male Fatigue 11 Yes Moderate 23.6 Positive 0.4
35 88 Male Fatigue 13 No High 24.1 Negative 0.5
36 71 Male Joint pain 27 No Low 23.7 Negative 0.99
37 84 Male Fatigue 10 Yes Low 22.7 Negative 0.4
38 76 Male Joint pain 3 Yes Moderate 36.6 Negative 0.2
39 86 Female Fatigue 9 Yes Moderate 22.2 Positive 0.4
40 86 Female Joint pain 28 No High 30.6 Negative 0.99
41 69 Female Stiffness in joints 12 No High 20.2 Positive 0.5
42 87 Male Fatigue 23 No Low 38.9 Positive 0.8
43 87 Female Stiffness in joints 14 No Low 31.5 Negative 0.5
44 75 Male Fatigue 1 No Low 37.9 Positive 0.2
45 74 Male Fatigue 18 No High 27.1 Positive 0.7
46 89 Female Swelling 17 No Moderate 35.9 Negative 0.5
47 89 Female Joint pain 27 Yes High 36.9 Negative 0.99
48 74 Male Stiffness in joints 9 No Moderate 33.6 Negative 0.4
49 89 Male Stiffness in joints 9 No High 20.5 Positive 0.4
50 78 Female Stiffness in joints 23 No High 18.8 Positive 0.8
51 71 Female Joint pain 10 No Moderate 22.1 Negative 0.4
52 82 Female Swelling 19 Yes High 21 Negative 0.7
53 79 Female Stiffness in joints 29 No High 34.1 Positive 0.99
54 84 Male Joint pain 15 No Low 30.5 Positive 0.5
55 62 Female Fatigue 5 Yes Moderate 29.8 Negative 0.2
56 64 Female Stiffness in joints 15 Yes Moderate 23.9 Positive 0.5
57 78 Female Stiffness in joints 20 No Low 21.8 Positive 0.7
58 66 Male Swelling 23 No Moderate 22.9 Negative 0.8
59 80 Male Stiffness in joints 30 No Low 27.1 Negative 0.99
60 68 Male Stiffness in joints 25 No Moderate 34.4 Positive 0.8
61 66 Male Fatigue 28 No Moderate 24 Positive 0.99
62 77 Female Joint pain 2 No Moderate 33.5 Positive 0.2
63 63 Male Joint pain 13 Yes Moderate 29.1 Positive 0.5
64 84 Female Swelling 24 Yes Low 37.5 Negative 0.8
65 87 Female Fatigue 16 No Low 23.5 Positive 0.5
66 73 Female Joint pain 15 No Moderate 28.2 Negative 0.5
67 77 Female Fatigue 25 No High 20.6 Positive 0.8
68 85 Male Joint pain 10 Yes Low 25.7 Negative 0.4
69 68 Male Fatigue 14 No Moderate 29.4 Positive 0.5
70 85 Male Swelling 10 Yes Low 34.3 Positive 0.4
71 80 Female Stiffness in joints 25 Yes High 22.8 Negative 0.8
72 61 Female Swelling 14 No High 23.2 Positive 0.5
73 79 Female Joint pain 26 Yes High 32.1 Negative 0.8
74 87 Female Swelling 30 No Moderate 26.7 Negative 0.99
75 74 Female Stiffness in joints 23 Yes Moderate 28.9 Negative 0.8
76 87 Male Swelling 31 No High 36.5 Positive 0.99
77 66 Female Joint pain 9 No Low 29.2 Positive 0.4
78 71 Male Joint pain 25 Yes Low 32.5 Positive 0.8
79 88 Female Swelling 14 Yes High 32.6 Negative 0.5
80 67 Female Stiffness in joints 3 Yes Moderate 35.8 Positive 0.2
81 74 Male Swelling 20 No Low 32.2 Positive 0.7
82 62 Male Stiffness in joints 16 Yes Low 19.9 Negative 0.5
83 73 Female Fatigue 2 Yes Low 25.9 Negative 0.2
84 76 Female Stiffness in joints 10 No Moderate 39.8 Negative 0.4
85 63 Female Fatigue 3 No High 22.7 Negative 0.2
86 77 Female Swelling 11 Yes Moderate 31.1 Positive 0.4
87 67 Male Stiffness in joints 11 Yes Low 36.6 Negative 0.4
88 63 Female Fatigue 21 Yes High 31.1 Negative 0.7
89 61 Male Fatigue 21 No Moderate 26.5 Positive 0.7
90 89 Female Fatigue 22 No High 20.2 Positive 0.7
91 65 Male Joint pain 13 Yes Low 26.3 Negative 0.5
92 81 Male Swelling 7 No Moderate 22.4 Positive 0.4
93 69 Female Fatigue 23 Yes High 39.2 Positive 0.8
94 63 Male Stiffness in joints 17 Yes Moderate 33.9 Negative 0.5
95 81 Female Fatigue 30 No Low 34.6 Positive 0.99
96 88 Male Joint pain 2 Yes High 27.9 Negative 0.2
97 77 Female Swelling 12 Yes Low 20.9 Positive 0.5
98 85 Male Joint pain 25 No High 24.2 Positive 0.8
99 71 Female Joint pain 10 Yes Low 24.1 Positive 0.4
100 61 Female Joint pain 18 Yes Low 29 Positive 0.7