Datasets:
Melissa Higa
Melissa-Higa/
Leukemia-Bias
0
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[fbeddd]: / biased_leukemia_dataset.csv

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# Patient_ID Age Gender Country WBC_Count RBC_Count Platelet_Count Hemoglobin_Level Bone_Marrow_Blasts Genetic_Mutation Family_History Smoking_Status Alcohol_Consumption Radiation_Exposure Infection_History BMI Chronic_Illness Immune_Disorders Ethnicity Socioeconomic_Status Urban_Rural Leukemia_Status
1 1 52 Male China 2698 5.36 262493 12.2 72 Yes No Yes No No No 24.0 No No Ethnic_Group_B Low Rural Negative
2 2 15 Female China 4857 4.81 277877 11.9 97 Yes No No No No No 28.7 No No Ethnic_Group_A Low Urban Positive
3 3 72 Male France 9614 5.17 319600 13.4 94 No Yes No Yes No No 27.7 No No Ethnic_Group_B Low Urban Negative
4 4 61 Male Brazil 6278 5.41 215200 11.6 50 No No Yes No No No 31.6 No No Ethnic_Group_A Medium Rural Negative
5 5 21 Male Brazil 8342 4.78 309169 14.3 28 No No Yes No No No 22.3 No No Ethnic_Group_B Low Rural Negative
6 6 83 Male Italy 5676 5.2 291346 12.2 62 No No Yes No No No 19.1 Yes No Ethnic_Group_A Low Urban Negative
7 7 87 Male Brazil 8858 4.81 134683 11.0 83 No No No Yes No No 31.6 No No Ethnic_Group_C High Urban Positive
8 8 75 Female USA 9633 4.73 246882 13.8 3 No Yes Yes Yes Yes No 21.2 No No Ethnic_Group_A Low Urban Negative
9 9 75 Male Norway 7387 5.28 202453 14.5 12 No Yes No No No No 30.8 No No Ethnic_Group_A Low Urban Negative
10 10 88 Female Sweden 4624 5.9 214921 12.4 65 No Yes No Yes No No 19.8 No No Ethnic_Group_A Medium Rural Negative
11 11 24 Male Russia 13185 4.32 261417 14.2 4 No No No No No Yes 25.6 No No Ethnic_Group_C Low Rural Negative
12 12 3 Male China 6973 5.6 295077 11.9 19 No No No No Yes No 35.1 No No Ethnic_Group_A Medium Urban Negative
13 13 22 Male Brazil 5545 4.15 182302 11.3 66 No No No Yes No No 21.9 Yes No Ethnic_Group_A Low Rural Negative
14 14 53 Male India 4434 5.43 271727 11.4 35 No No Yes No No No 26.7 No Yes Ethnic_Group_A High Urban Positive
15 15 2 Female India 5392 4.84 292525 8.1 90 No No No No No Yes 33.4 Yes No Ethnic_Group_B Medium Urban Negative
16 16 88 Male Brazil 2780 4.08 271071 14.9 70 Yes No No No No No 18.5 No Yes Ethnic_Group_A Medium Urban Positive
17 17 30 Male Saudi Arabia 6414 4.71 292147 14.6 49 No No Yes No No No 23.3 No No Ethnic_Group_A High Rural Negative
18 18 38 Male Netherlands 5176 4.73 238364 15.1 89 No Yes Yes No No No 31.0 Yes No Ethnic_Group_C Medium Rural Negative
19 19 2 Female Brazil 6271 4.68 225169 14.5 14 No Yes No Yes No No 26.3 No No Ethnic_Group_C Medium Urban Negative
20 20 64 Female Brazil 8542 4.29 264177 17.3 31 No No Yes No No No 26.6 No No Ethnic_Group_B High Rural Negative
21 21 60 Female India 9144 5.34 212043 15.0 71 No Yes Yes No No Yes 21.9 No No Ethnic_Group_B Low Urban Negative
22 22 21 Male Canada 6322 5.69 264846 13.1 14 No Yes Yes Yes No No 28.1 No Yes Ethnic_Group_A Low Urban Positive
23 23 33 Male USA 4811 5.49 282991 15.5 58 Yes No No No No Yes 20.9 Yes No Ethnic_Group_A Low Rural Negative
24 24 76 Female Brazil 4131 4.84 351232 17.1 88 No No No No No No 22.7 No No Ethnic_Group_A Medium Urban Negative
25 25 58 Female Russia 7541 5.6 308596 13.2 95 Yes No Yes No No No 23.2 No No Ethnic_Group_B Medium Rural Negative
26 26 22 Male India 6014 4.16 210729 16.1 54 No No No Yes No No 28.6 No No Ethnic_Group_A Medium Urban Negative
27 27 89 Female Mexico 9100 4.96 229643 14.1 16 No No No No No Yes 33.7 Yes No Ethnic_Group_B Medium Rural Negative
28 28 49 Female South Africa 7519 5.32 257075 14.3 29 No No Yes No No Yes 25.5 No No Ethnic_Group_A Low Rural Negative
29 29 59 Male Brazil 9012 5.3 292629 16.4 78 No No No Yes No No 22.2 No Yes Ethnic_Group_C Low Urban Negative
30 30 42 Male Japan 7871 5.12 263023 15.6 47 Yes No No No No No 23.1 No No Ethnic_Group_C High Urban Negative
31 31 60 Male Canada 4742 6.32 212865 10.2 74 Yes No Yes No No Yes 27.9 Yes No Ethnic_Group_C High Urban Negative
32 32 80 Female Russia 5164 6.38 282786 9.5 74 No No Yes No No No 19.7 Yes No Ethnic_Group_C Low Urban Negative
33 33 15 Female Italy 6539 5.87 306865 15.5 45 No No No Yes No No 36.0 No No Ethnic_Group_C Low Rural Positive
34 34 62 Male South Africa 5867 4.84 393161 12.6 47 No Yes No No No Yes 20.5 No No Ethnic_Group_B Low Urban Positive
35 35 62 Female Brazil 6913 5.51 296358 13.1 65 No No No No No No 23.2 Yes No Ethnic_Group_A Medium Urban Negative
36 36 47 Male Brazil 10939 4.7 282522 15.6 58 No No No No No No 25.6 Yes No Ethnic_Group_A Medium Rural Negative
37 37 62 Male Russia 5789 5.46 230411 15.3 18 No No Yes No No No 12.9 Yes Yes Ethnic_Group_B Low Rural Negative
38 38 51 Female India 2516 4.63 221318 17.7 91 No No Yes Yes No No 19.9 Yes No Ethnic_Group_A Low Rural Negative
39 39 55 Male Spain 3221 5.2 246460 15.0 32 No No Yes Yes No No 29.5 Yes No Ethnic_Group_C Medium Rural Negative
40 40 64 Female Australia 9681 5.59 187426 15.2 97 No No Yes No No No 28.3 Yes No Ethnic_Group_A Low Urban Positive
41 41 3 Female India 6588 4.35 198743 10.8 36 No No No No No Yes 25.9 Yes No Ethnic_Group_A Low Urban Positive
42 42 51 Male Turkey 7583 5.1 210753 10.4 22 Yes No Yes Yes No Yes 22.0 No No Ethnic_Group_C High Rural Negative
43 43 7 Female Netherlands 7631 4.68 197726 12.9 26 No Yes Yes Yes No Yes 33.0 No Yes Ethnic_Group_A Low Urban Negative
44 44 21 Female Canada 9900 5.4 208463 13.8 5 No No No Yes No No 24.4 No No Ethnic_Group_C Medium Urban Negative
45 45 73 Male France 9456 5.19 246357 14.8 60 No No Yes No No No 23.5 Yes No Ethnic_Group_C Medium Urban Positive
46 46 39 Male Germany 8604 5.86 292987 14.4 85 No No Yes No Yes No 33.7 Yes No Ethnic_Group_A Low Rural Negative
47 47 18 Female Russia 8659 5.09 204432 15.0 35 No No No No No No 18.0 No No Ethnic_Group_A Low Urban Negative
48 48 4 Female Australia 5571 4.17 207931 11.1 51 No No Yes Yes No Yes 27.5 No No Ethnic_Group_A Medium Urban Negative
49 49 89 Male Sweden 7434 4.88 241523 14.3 60 No Yes No Yes No Yes 17.0 No No Ethnic_Group_B Medium Urban Negative
50 50 60 Female Brazil 10347 5.84 357767 12.7 51 No No Yes No No No 23.9 No No Ethnic_Group_A Low Urban Negative
51 51 14 Female India 8849 4.91 235947 14.6 34 Yes No No No No No 21.3 No Yes Ethnic_Group_C High Urban Negative
52 52 9 Male USA 7293 4.57 213136 13.5 10 No No Yes No No No 17.5 Yes Yes Ethnic_Group_A Low Urban Positive
53 53 53 Male India 6312 5.55 222480 15.6 83 No No No No No No 17.8 Yes No Ethnic_Group_A Low Urban Negative
54 54 2 Male India 10734 4.31 287957 13.8 12 Yes No No No No No 21.9 No No Ethnic_Group_B Medium Rural Negative
55 55 84 Male Mexico 4341 5.14 187526 10.4 48 No No No Yes No No 22.2 No Yes Ethnic_Group_B Medium Urban Negative
56 56 60 Male China 8233 5.5 194008 16.2 79 No No Yes No No No 27.4 No No Ethnic_Group_B Low Rural Positive
57 57 71 Male Argentina 5269 4.86 232609 15.3 67 No Yes No No No No 23.7 No No Ethnic_Group_C Low Rural Negative
58 58 44 Female Brazil 8493 5.11 353844 16.5 12 No No No No No No 21.2 No Yes Ethnic_Group_C Low Urban Negative
59 59 8 Male Brazil 4419 4.42 251425 16.2 98 No Yes No No No No 29.9 No No Ethnic_Group_C Medium Urban Negative
60 60 47 Male India 10632 4.85 237958 12.4 51 No No Yes No No No 26.4 Yes No Ethnic_Group_A Low Urban Negative
61 61 35 Male Japan 7309 4.53 301170 16.6 95 Yes No No No No No 15.8 No No Ethnic_Group_B Medium Urban Negative
62 62 78 Male China 7685 5.09 354128 13.0 81 Yes Yes Yes No No Yes 16.5 Yes Yes Ethnic_Group_B High Rural Negative
63 63 81 Male Brazil 6403 4.53 219682 15.3 3 No No No Yes No No 27.5 No No Ethnic_Group_A Low Urban Negative
64 64 36 Male Spain 5290 5.58 285231 13.7 74 No Yes No No Yes Yes 29.3 Yes No Ethnic_Group_A Medium Urban Negative
65 65 50 Female China 7122 5.08 308549 14.0 82 Yes No No No No No 24.5 Yes No Ethnic_Group_A Low Urban Negative
66 66 4 Female Russia 6594 4.27 230706 11.5 64 No Yes Yes No No No 23.5 No No Ethnic_Group_A Medium Rural Negative
67 67 2 Female Saudi Arabia 10784 4.17 237278 14.0 65 No Yes No No Yes No 18.9 No No Ethnic_Group_A High Urban Negative
68 68 6 Male China 5466 4.19 324022 14.2 98 No No No No No No 26.6 No No Ethnic_Group_A Medium Rural Negative
69 69 54 Male USA 7730 4.48 290602 12.1 64 No Yes Yes No No Yes 28.7 No No Ethnic_Group_B Medium Rural Negative
70 70 4 Male USA 6942 5.1 276575 15.3 2 No No No Yes No No 29.5 No No Ethnic_Group_A High Urban Negative
71 71 54 Female India 7830 4.26 259946 14.8 38 Yes No No Yes No Yes 19.4 No No Ethnic_Group_A Low Rural Negative
72 72 63 Male Mexico 9023 4.78 241740 14.3 76 No No Yes Yes No No 20.7 Yes No Ethnic_Group_A Medium Urban Negative
73 73 18 Female South Korea 2937 5.59 247536 10.1 52 Yes No Yes Yes Yes No 24.2 Yes No Ethnic_Group_A Medium Rural Negative
74 74 44 Male India 8107 5.06 240831 10.8 14 No No No No No No 20.3 No No Ethnic_Group_B Low Rural Negative
75 75 34 Male Canada 3901 5.3 170575 11.5 27 No Yes Yes No No No 28.5 Yes No Ethnic_Group_B Low Rural Negative
76 76 74 Female USA 6616 5.65 174659 11.6 34 No No Yes Yes No No 26.6 No No Ethnic_Group_A Low Urban Negative
77 77 62 Male China 7777 5.52 261282 15.1 67 No No Yes Yes Yes No 19.7 No No Ethnic_Group_A Low Urban Negative
78 78 14 Male India 8252 5.06 196769 11.6 40 Yes Yes Yes No No No 29.0 Yes No Ethnic_Group_C Low Rural Negative
79 79 48 Female Russia 8450 5.56 302869 14.1 80 No Yes Yes No No No 20.5 No No Ethnic_Group_B High Urban Negative
80 80 15 Male China 9830 4.8 191128 14.7 43 Yes Yes Yes No No No 17.7 No No Ethnic_Group_A Medium Urban Negative
81 81 72 Male France 6187 5.41 204693 9.9 81 No Yes Yes No No No 19.9 No No Ethnic_Group_B Low Urban Negative
82 82 78 Female Italy 4879 4.76 284530 15.3 77 Yes No Yes Yes No Yes 18.3 Yes No Ethnic_Group_B Low Urban Negative
83 83 87 Male USA 6089 5.67 189070 13.0 73 Yes No No No No No 16.7 No No Ethnic_Group_B Medium Rural Negative
84 84 62 Female Canada 7764 5.39 248175 12.9 42 No Yes No No No Yes 31.1 Yes No Ethnic_Group_A Medium Urban Negative
85 85 40 Female UK 5116 4.32 338888 11.9 5 No No No Yes No No 17.5 Yes No Ethnic_Group_A Low Urban Negative
86 86 85 Male China 4678 5.01 238385 15.9 30 No Yes Yes No No No 15.6 No No Ethnic_Group_A Medium Urban Negative
87 87 80 Male Saudi Arabia 3581 4.88 323070 10.5 31 No No No No No No 24.6 No No Ethnic_Group_A Medium Rural Negative
88 88 82 Male USA 6680 4.53 193903 12.4 6 No No Yes Yes No Yes 21.2 No No Ethnic_Group_A Low Urban Negative
89 89 53 Male USA 6655 4.61 302214 15.0 83 Yes No Yes No No Yes 19.4 Yes No Ethnic_Group_B Medium Rural Negative
90 90 24 Female India 10463 4.58 254068 14.3 49 No No No No No No 20.4 Yes No Ethnic_Group_A Medium Urban Negative
91 91 26 Male Japan 4867 4.95 239461 13.9 3 No Yes Yes No No No 21.1 Yes Yes Ethnic_Group_A Low Urban Negative
92 92 89 Male Russia 10517 5.42 297038 11.4 50 No Yes Yes No No No 29.4 No No Ethnic_Group_A Low Rural Negative
93 93 60 Female India 7708 5.87 275373 13.1 52 No No Yes No No No 26.7 Yes Yes Ethnic_Group_A Medium Rural Positive
94 94 41 Male China 5614 4.89 246376 17.6 94 No No No No No No 25.8 Yes No Ethnic_Group_B High Urban Negative
95 95 29 Male USA 9170 4.88 353391 10.4 12 Yes Yes Yes No No No 23.2 No No Ethnic_Group_B Medium Urban Negative
96 96 15 Female USA 8903 4.5 148508 12.0 61 No No No Yes No No 30.8 No Yes Ethnic_Group_B Low Urban Negative
97 97 45 Female China 8584 4.74 307297 13.4 68 No No Yes No No Yes 26.4 No Yes Ethnic_Group_A Medium Urban Positive
98 98 65 Female Norway 8035 4.99 212485 13.4 1 No No No No No No 30.0 No No Ethnic_Group_B Low Urban Negative
99 99 89 Male Canada 8076 4.96 167831 10.9 13 No No Yes No Yes No 29.9 No No Ethnic_Group_A Low Urban Negative
100 100 71 Male Norway 5511 5.42 220368 12.6 46 No No Yes No No No 23.1 No No Ethnic_Group_B Low Urban Negative