Category
stringclasses
5 values
Age
int64
18
80
Sex
stringclasses
2 values
ALB
float64
18.8
108
ALP
float64
22.6
1.06k
ALT
float64
2.28
572
AST
float64
11.1
711
BIL
float64
0.92
631
CHE
float64
3.16
23.3
CHOL
float64
2.6
15.8
CREA
float64
11
2.61k
GGT
float64
4.37
1.66k
PROT
float64
48.9
211
0=Blood Donor
53
m
48.983789
99.236623
28.039506
26.173356
12.198871
9.480204
7.629985
82.675642
42.024186
86.705206
0=Blood Donor
41
m
42.569293
63.435508
35.936204
42.818184
10.315797
7.203172
4.231562
97.489617
11.503716
66.801308
0=Blood Donor
48
m
46.326445
62.611371
22.413548
20.955838
11.961158
7.888498
3.963998
98.541168
26.068979
87.309998
0=Blood Donor
43
m
55.441264
72.331676
21.082907
28.191366
6.65566
7.028568
5.130505
81.63794
22.093668
75.700081
0=Blood Donor
46
m
46.664988
52.277713
39.862118
38.698122
9.164507
12.412628
5.990476
86.34155
29.278875
79.711828
0=Blood Donor
52
m
60.148051
93.88762
34.994617
34.329684
16.084256
9.464251
7.212472
96.855104
43.981644
100.012943
0=Blood Donor
35
m
42.993168
72.833423
24.085911
21.549047
6.629359
10.274971
4.168672
77.152111
24.894111
66.54182
1=Hepatitis
70
m
72.815787
141.155385
47.381781
45.044476
7.326485
20.792465
9.962811
149.072936
31.118963
120.500227
0=Blood Donor
32
f
43.000794
45.311272
27.530846
45.472228
15.441048
13.234652
5.19269
68.888565
13.603749
66.94744
0s=suspect Blood Donor
30
m
48.860548
42.461719
25.657512
21.306857
7.320202
11.05147
6.706281
97.623744
20.527166
78.525533
0=Blood Donor
58
m
46.636889
94.663504
62.974303
37.441465
12.884375
11.386616
7.848312
114.840012
19.227034
86.71131
0=Blood Donor
54
m
53.998686
86.918972
37.53259
26.427564
30.883502
9.760808
9.336003
108.28946
27.420029
81.623054
0=Blood Donor
52
m
54.642034
53.11661
23.078746
27.652419
7.696182
7.766336
5.439714
106.093015
12.278836
81.06466
0=Blood Donor
52
f
39.488632
97.497948
52.145118
37.367002
13.102423
8.414999
7.323892
60.640934
19.275899
76.878001
0=Blood Donor
44
m
51.832062
76.612607
131.016424
50.486554
21.687106
8.212577
6.75557
93.868852
78.332733
79.355138
0=Blood Donor
34
m
37.167156
81.917574
25.514011
21.382676
18.40809
7.654296
4.960042
105.415953
17.066228
58.3672
0=Blood Donor
45
f
48.101867
58.721007
34.937939
22.854905
13.771349
10.937092
8.662808
77.083331
73.435817
74.979969
0s=suspect Blood Donor
36
m
39.309442
99.955256
28.657344
29.200104
5.748021
9.947965
5.632727
86.731006
15.499774
77.359414
1=Hepatitis
56
m
64.02772
202.498777
34.864617
47.731691
24.403163
13.68654
8.725017
181.619709
34.538155
125.582575
0=Blood Donor
43
m
57.690539
107.165622
44.949363
31.546555
6.917801
10.564193
7.047284
93.09406
23.791393
82.292985
0=Blood Donor
35
m
34.607323
67.511367
29.759784
28.5041
5.843798
8.762724
5.42438
99.681476
16.115114
78.684284
0=Blood Donor
41
m
50.640961
45.481149
10.26262
44.096476
5.519469
7.641011
null
61.37262
24.324766
74.719207
0=Blood Donor
49
m
48.227336
58.153445
30.786384
26.587546
7.516785
11.627145
5.18718
89.027402
17.291125
88.623131
0=Blood Donor
38
m
40.385429
64.796211
60.466465
32.199005
7.590432
11.854324
8.345514
67.281271
149.851413
75.03087
0=Blood Donor
35
m
42.709629
76.697238
14.989869
21.572818
5.163332
7.455906
4.797594
81.692416
12.586901
70.971141
0=Blood Donor
47
m
49.480069
80.835251
62.963672
35.386388
11.99206
10.071527
10.680728
81.527616
28.08358
83.486146
0=Blood Donor
47
m
52.280107
45.946533
39.376927
209.988733
10.553514
8.072944
6.734946
94.97886
24.20226
87.270761
0s=suspect Blood Donor
38
m
50.325909
69.745825
37.590937
28.852957
4.578086
10.37105
5.582086
89.950303
24.084194
83.513526
0=Blood Donor
39
m
44.281133
81.882131
26.915954
27.207924
34.547445
11.227009
4.714661
85.796661
14.106977
82.819263
0=Blood Donor
47
m
43.980916
125.564796
19.445927
34.757869
5.010697
9.743116
5.730917
83.818186
28.749271
79.018969
0=Blood Donor
27
m
42.129055
82.505257
25.158888
23.422742
5.3371
7.002458
3.781402
93.964481
16.720701
67.141183
0=Blood Donor
28
m
33.392628
105.996034
15.116263
20.47025
4.951361
7.608359
5.885287
67.12797
12.857934
64.347392
0=Blood Donor
36
m
35.412507
82.844606
28.296544
28.848398
6.534237
8.701773
6.435457
80.997528
21.431684
73.619364
0=Blood Donor
42
m
43.000702
93.901967
48.739877
33.826807
4.177965
11.111471
6.111644
120.205493
37.818757
76.61123
0=Blood Donor
48
m
57.611355
92.145956
57.014724
35.456528
26.657129
13.373625
7.935707
106.826115
37.147291
81.705128
0=Blood Donor
62
m
51.701651
87.971012
22.521454
30.829558
5.132827
10.029342
6.384311
103.887444
14.669205
84.179185
0=Blood Donor
55
m
59.418086
54.16399
19.083816
22.241046
5.925105
11.543222
7.293195
113.885961
17.794581
88.881444
0=Blood Donor
43
m
48.731839
54.836343
31.359788
24.837971
9.753269
10.00319
5.173131
102.55602
22.106136
76.91817
0=Blood Donor
44
m
44.790245
70.204543
45.391232
36.030086
6.561956
16.126946
8.141237
94.167944
65.784185
77.406833
0=Blood Donor
32
m
41.341645
81.789876
49.488666
32.138732
11.49684
9.367537
5.185651
106.199504
30.614617
69.689018
0=Blood Donor
44
f
33.235269
98.186412
70.939459
41.574386
14.084141
8.206999
6.002524
93.467396
78.402628
63.52812
0=Blood Donor
41
f
34.823412
67.124132
41.226117
28.425133
6.033199
8.224668
5.043766
64.114543
63.595673
71.252099
0=Blood Donor
48
m
47.610712
76.986235
32.623956
47.001187
7.269242
12.243319
7.469378
120.727961
32.161012
87.75096
0=Blood Donor
35
m
44.778444
70.810063
18.528746
26.110812
5.095593
6.561791
4.048949
70.769339
20.864833
62.557665
1=Hepatitis
51
m
74.356764
112.890547
89.454785
52.363044
14.657766
13.103131
9.694616
127.997087
123.685187
112.269935
0=Blood Donor
63
f
48.431049
86.768678
17.381013
18.295319
8.377743
9.238455
6.345387
98.887345
22.874011
86.935952
1=Hepatitis
43
m
61.250221
107.169385
55.320284
38.295291
10.058349
16.689133
8.378503
139.855743
124.037264
110.699321
0=Blood Donor
49
m
42.340835
67.311322
21.571877
24.011858
11.531079
8.002917
7.304916
97.065547
22.995295
89.8694
0=Blood Donor
53
f
40.168614
56.658739
24.64796
24.475203
18.424234
9.122509
5.761219
83.636782
14.584841
66.84378
0=Blood Donor
40
m
46.611579
38.8133
14.501308
22.441075
5.632618
6.298973
4.724536
79.458579
12.932006
72.06392
0=Blood Donor
47
m
43.214934
99.357345
20.632206
22.459014
14.324663
11.556896
6.095217
79.976235
15.005223
79.907676
0=Blood Donor
45
m
46.749804
75.421097
34.800177
29.38967
6.781528
11.845965
4.593052
90.629477
26.605935
69.169661
0=Blood Donor
46
m
52.267516
62.494926
20.972336
25.180437
7.54561
8.269602
6.279099
98.15118
23.771017
93.446687
0=Blood Donor
35
m
40.678912
89.700975
39.548647
31.969341
4.005308
9.958948
7.138287
99.299881
29.278503
84.468381
0=Blood Donor
45
m
50.206199
66.710429
21.346101
21.805319
3.795564
8.678051
5.274955
116.503833
22.799098
79.423371
0=Blood Donor
50
m
48.878422
47.037984
16.778762
22.99977
5.994376
8.187411
6.115189
97.519661
18.119423
84.400125
0=Blood Donor
62
m
57.303095
97.441887
89.236177
47.430917
3.631824
11.084958
6.036258
148.103112
64.242881
90.313106
0=Blood Donor
56
m
60.186003
54.903278
14.111333
22.79307
14.562124
8.47938
4.347863
127.205058
13.012725
84.448005
0=Blood Donor
70
m
53.025733
128.20412
43.098182
52.646086
3.534888
13.990287
9.636776
106.662255
81.691455
105.346464
0=Blood Donor
35
m
45.905992
57.426733
33.66807
31.07253
8.956773
10.760462
5.036305
96.453607
39.686585
80.405205
0=Blood Donor
55
m
65.205925
106.222438
47.714479
36.90624
16.177261
12.445319
8.561441
104.400675
37.831847
104.059953
0=Blood Donor
47
m
48.775885
64.946565
33.631334
34.161288
7.655568
8.156404
5.580185
113.593632
22.270949
86.867585
0=Blood Donor
71
m
60.191245
83.311408
44.495359
35.138519
10.847729
11.51474
7.194902
96.651573
55.046222
98.467569
0=Blood Donor
35
m
49.589475
69.826946
29.214094
29.657503
6.954957
12.07632
5.572538
76.746466
34.671017
69.78411
0=Blood Donor
34
m
39.392064
45.498017
37.646225
30.535493
22.808712
6.619163
4.889782
96.823865
28.852586
68.202754
0=Blood Donor
37
m
49.057382
67.965775
18.313635
24.924908
10.72224
6.79765
4.940543
76.975121
15.667948
67.582341
0s=suspect Blood Donor
19
m
40.430857
81.739266
24.757069
23.700957
4.753596
9.10545
5.667581
85.668322
34.962337
72.42977
0=Blood Donor
38
m
42.786471
56.400773
21.381157
29.871323
14.585163
9.538478
5.777427
86.287384
28.963549
70.845554
0=Blood Donor
35
m
48.451786
61.393322
45.768165
33.931095
7.021535
10.805039
5.565767
92.811028
90.252442
74.806871
0=Blood Donor
46
m
53.369714
75.234557
8.192964
17.580719
6.96086
8.326052
5.427251
66.45896
26.666628
81.153652
0s=suspect Blood Donor
49
m
56.124277
68.504589
21.486874
20.984581
9.414712
12.298136
5.219321
77.013062
20.409149
85.326874
0=Blood Donor
67
m
48.726036
57.257377
41.700681
30.977409
9.362973
9.865213
5.582267
118.656781
32.325259
95.832082
0=Blood Donor
56
f
51.918564
64.320648
26.28032
25.580978
7.152506
8.149078
7.308117
97.016042
24.045945
85.879752
0=Blood Donor
38
m
53.804208
62.896054
24.71005
32.558707
28.002714
8.556779
5.381583
102.498069
10.4828
78.110536
0=Blood Donor
34
m
43.162253
75.491329
42.618539
24.583741
15.036433
11.763627
7.003055
81.426149
40.991754
77.745732
0=Blood Donor
50
m
54.290208
66.298247
15.296663
30.351774
5.87221
7.037382
7.131824
81.346789
25.842367
93.275516
0=Blood Donor
29
m
33.588256
93.878392
32.290412
27.775569
19.094641
7.419539
4.868612
94.796444
52.469811
63.953592
0=Blood Donor
66
m
59.403348
112.944092
27.027556
35.466106
25.34159
12.333583
8.577896
123.38887
20.31269
103.522528
0=Blood Donor
59
m
52.506562
71.521323
29.16119
29.041767
22.740237
6.230185
6.756611
91.977325
33.895976
94.282616
0=Blood Donor
39
m
42.40816
98.706542
32.63612
35.264448
5.549472
8.904552
4.547202
84.048886
14.747194
68.842469
0=Blood Donor
24
m
39.595329
38.785184
15.495724
17.752801
8.645545
6.006237
5.558846
73.678522
13.600367
68.404292
0=Blood Donor
61
m
59.669326
74.789875
26.225856
35.216466
8.6601
11.495117
7.560029
98.177659
39.238125
88.098984
0=Blood Donor
43
m
48.492909
88.417451
65.406516
34.560298
6.950882
11.29318
7.373966
98.305626
40.677627
77.173466
0=Blood Donor
59
m
54.7611
91.605074
20.061976
35.000451
10.112359
19.244454
6.210743
97.30217
37.924475
97.097217
0=Blood Donor
25
m
43.640736
60.173266
25.577221
23.915801
10.708842
9.781209
7.187734
80.524439
26.657142
83.325225
0=Blood Donor
37
m
52.852742
36.27464
36.868706
27.970115
17.166786
10.40894
7.335272
116.114804
47.466333
74.170313
1=Hepatitis
45
m
54.173272
87.13877
35.287222
28.307372
5.046156
12.754589
6.697772
114.979455
28.638014
98.581764
0=Blood Donor
45
m
42.302433
80.41464
24.33182
21.494029
9.271549
7.881365
5.193416
98.086958
74.29962
73.09223
0s=suspect Blood Donor
39
m
45.392789
116.854271
30.058785
31.529564
17.593893
8.082112
6.643234
103.439169
42.767127
76.471799
0=Blood Donor
52
m
53.270042
67.350605
41.017188
35.130292
8.917326
11.996702
7.219554
109.683805
104.25693
80.706451
0=Blood Donor
32
m
45.318072
55.407725
12.855318
16.991355
6.883453
10.339978
4.650935
76.156036
13.427874
71.094163
0=Blood Donor
43
m
48.256733
81.651755
18.747609
25.600145
7.547058
8.501679
5.45588
118.403404
16.626324
76.161903
1=Hepatitis
46
m
65.097817
123.19933
41.705559
42.259074
24.415811
11.25881
6.819679
129.424955
29.542711
103.260042
1=Hepatitis
51
m
72.967104
111.253779
65.604956
47.2275
10.897147
14.695341
9.01512
155.521294
41.035814
127.813094
1=Hepatitis
53
m
59.785565
140.545748
129.19082
79.332295
6.97616
13.65136
9.302206
110.194101
252.311606
112.462002
0=Blood Donor
31
m
44.069431
59.074978
19.465158
23.038914
17.87422
8.136871
5.041633
88.595005
12.525601
75.83475
1=Hepatitis
26
m
58.263406
97.847402
42.983619
37.466996
8.389553
10.41282
6.901193
95.710895
24.467819
78.401242
0=Blood Donor
60
m
60.051931
72.09759
68.684733
30.907105
15.82954
13.081694
7.619793
109.697455
73.334468
97.111016
0=Blood Donor
48
m
52.127139
91.919441
14.818051
19.534585
6.173564
9.04102
4.864212
63.455456
18.539772
75.088658
0=Blood Donor
36
m
34.813972
53.382529
25.468071
28.691651
6.335774
7.396948
6.02835
68.988589
62.589645
67.064944