Datasets:
electricsheepafrica
/
Africa-Cirrhosis-prediction-Dataset

Dataset card Data Studio Files
xet
 Community
ID
int64
1
418
N_Days
int64
41
4.8k
Status
stringclasses
3 values
Drug
stringclasses
2 values
Age
int64
7.68k
26.5k
Sex
stringclasses
2 values
Ascites
stringclasses
2 values
Hepatomegaly
stringclasses
2 values
Spiders
stringclasses
2 values
Edema
stringclasses
3 values
Bilirubin
float64
0.38
33.5
Cholesterol
float64
120
1.78k
⌀
Albumin
float64
1.83
4.45
Copper
float64
4
588
⌀
Alk_Phos
float64
373
18.4k
⌀
SGOT
float64
32.6
767
⌀
Tryglicerides
float64
33
598
⌀
Platelets
float64
48.2
538
⌀
Prothrombin
float64
9.41
20
⌀
Stage
int64
1
4
101
3,581
C
Placebo
15,625
F
N
N
N
S
1.102975
400
3.489706
31
1,954.7846
245.102209
166
265.177628
11.039401
2
102
3,099
C
D-penicillamine
19,143
M
N
N
N
N
1.174131
248
3.800605
172
890.276
82.051667
84
103.36972
10.48878
3
103
110
D
Placebo
16,308
M
Y
Y
Y
N
2.637986
188
3.085468
57
1,547.121933
175.789531
102
102.755752
12.316871
3
104
3,086
D
D-penicillamine
14,471
M
N
N
N
N
1.227298
303
3.370816
20
2,735.202245
166.765576
53
255.022855
12.845342
4
105
3,092
CL
Placebo
10,724
M
N
Y
Y
Y
1.390377
464
4.099271
38
1,827.179919
222.056992
102
225.915063
10.845663
3
106
3,222
D
D-penicillamine
22,901
M
Y
Y
N
N
2.367694
null
3.413518
50
1,370.293737
131.720536
null
93.749395
11.678351
3
107
3,388
C
Placebo
19,631
F
N
N
N
N
0.734428
212
3.567706
10
765.556237
94.057403
77
252.072415
19.981387
2
108
2,583
D
D-penicillamine
16,439
F
N
Y
N
N
0.38321
127
3.057594
14
1,134.008228
72.961248
84
242.862153
10.489068
4
109
2,504
C
Placebo
14,079
M
N
N
Y
N
0.735797
120
3.157473
53
1,088.764104
165.877119
52
208.886568
11.784719
4
110
2,105
D
D-penicillamine
12,440
F
N
Y
Y
N
2.228753
486
2.890684
74
1,540.249984
155.43099
109
106.398127
11.695644
2
111
2,350
CL
D-penicillamine
14,606
M
N
N
N
N
7.256676
528
3.484382
77
3,396.725451
235.946469
78
419.844136
11.836424
4
112
3,445
D
Placebo
18,449
M
N
Y
Y
S
2.33262
267
3.317216
89
1,031.599478
233.958857
90
100.817267
13.398773
3
113
980
D
D-penicillamine
16,842
F
N
Y
Y
N
8.317848
374
3.649043
103
1,232.157538
177.420944
100
202.762701
12.332549
2
114
3,395
D
Placebo
15,669
M
N
N
N
N
4.317414
259
3.738127
208
1,435.812584
159.941003
78
233.6232
12.27902
3
115
3,422
C
Placebo
13,888
M
N
Y
Y
S
0.921606
303
3.636342
81
2,253.058347
152.704901
156
228.255055
11.071858
3
116
3,336
C
D-penicillamine
20,259
M
N
Y
Y
Y
3.538664
458
3.575826
74
2,086.127307
149.488529
382
368.936702
11.596164
2
117
1,083
D
D-penicillamine
16,336
F
N
Y
Y
N
7.712085
950
2.626666
111
2,805.032895
235.535222
149
294.934578
12.280913
4
118
2,288
D
D-penicillamine
16,871
M
N
Y
N
N
4.551248
390
2.695895
67
1,097.554059
188.692063
93
168.534553
11.648563
4
119
515
D
D-penicillamine
17,155
F
N
Y
Y
N
0.859995
636
3.288339
129
1,387.934549
137.450943
114
210.087471
10.56889
4
120
2,033
CL
D-penicillamine
10,463
M
N
N
N
Y
4.267299
325
3.450106
444
990.074597
178.729517
210
317.504233
12.088832
3
121
191
D
Placebo
22,398
M
Y
Y
N
Y
1.814418
151
2.502892
73
1,075.887164
71.811296
49
217.700565
14.258544
3
122
3,297
C
D-penicillamine
19,086
M
N
Y
N
N
0.705515
298
3.690559
29
874.055601
76.776213
85
205.026
11.359381
4
123
971
D
D-penicillamine
13,885
M
N
Y
Y
S
6.6055
null
3.060174
18
993.468552
241.90575
null
72.317909
14.796404
3
124
3,069
C
D-penicillamine
18,515
M
N
Y
N
N
0.786069
251
3.259239
25
955.839699
75.299081
107
146.129669
12.488782
2
125
2,468
CL
Placebo
14,978
F
N
Y
Y
N
1.506705
316
3.17437
75
1,478.863183
209.376404
137
213.958671
10.542859
3
126
824
D
D-penicillamine
16,150
F
Y
Y
Y
N
1.350351
269
2.869766
null
2,025.243601
233.469446
68
122.587885
11.890351
4
127
3,255
C
Placebo
15,006
M
N
N
N
S
0.657269
268
3.65499
9
1,464.42854
135.600636
95
356.560867
10.918387
3
128
1,037
D
D-penicillamine
13,909
F
N
Y
Y
N
18.578878
null
2.627833
42
2,017.327327
477.178414
null
102.590046
14.88049
2
129
3,239
C
D-penicillamine
21,335
M
N
Y
N
S
0.999509
420
3.521183
30
1,262.101479
75.856366
232
null
10.943121
4
130
1,413
D
Placebo
14,695
F
N
Y
Y
S
19.68991
1,775
2.947617
205
2,755.731143
232.198294
97
366.812712
11.88865
3
131
850
D
Placebo
21,952
F
N
Y
Y
S
3.210028
242
3.704731
74
814.283751
193.637592
104
106.684102
14.458631
3
132
2,944
C
D-penicillamine
12,935
F
N
N
N
N
2.442757
448
3.685945
60
1,235.562665
167.799787
175
137.084539
10.659519
2
133
2,796
D
Placebo
21,830
M
N
N
N
N
1.877256
331
3.790008
13
729.835979
188.194135
99
138.631663
10.517499
3
134
3,149
C
Placebo
13,290
M
N
N
Y
N
0.890096
578
3.489009
35
2,122.136424
174.895861
105
310.772166
11.713936
4
135
3,150
C
D-penicillamine
14,539
M
N
N
N
N
0.496855
263
2.931866
123
983.698726
96.216797
121
393.625911
11.940479
3
136
3,098
C
D-penicillamine
17,481
M
N
N
N
N
0.912493
263
3.170115
27
2,234.894347
159.500018
69
188.515125
10.6028
3
137
2,990
C
D-penicillamine
21,705
M
N
N
N
Y
1.396681
399
3.358008
79
3,785.634197
201.536044
152
294.235707
10.904272
4
138
1,297
D
D-penicillamine
17,128
M
N
Y
N
N
9.623191
426
3.235073
262
3,360.583138
219.083944
218
192.341253
12.322482
4
139
2,106
C
Placebo
14,659
M
N
Y
N
N
1.384295
328
2.943432
159
1,525.567001
150.349243
134
110.707075
12.549052
4
140
2,255
D
D-penicillamine
18,823
F
N
Y
N
N
1.369462
290
3.737604
38
2,841.242711
264.95364
146
311.847215
11.024836
3
141
3,050
C
D-penicillamine
15,187
M
N
Y
N
N
1.010965
346
3.706724
59
929.652867
177.16708
56
257.016129
11.628855
3
142
2,419
D
Placebo
17,572
F
Y
Y
N
N
1.221182
364
3.258102
20
956.941402
190.845583
88
256.114835
10.640017
4
143
786
D
Placebo
16,187
F
Y
Y
N
N
3.24213
332
3.084378
86
1,804.029376
204.732426
103
230.987297
12.143728
4
144
943
D
Placebo
17,136
M
N
Y
N
Y
33.532722
556
3.210348
152
4,786.217228
300.788268
171
256.806429
11.032675
2
145
2,976
C
Placebo
16,684
M
N
Y
Y
N
0.725181
309
3.464406
96
1,153.322399
58.10599
106
168.38038
12.585461
2
146
2,615
C
Placebo
9,971
M
N
N
N
Y
1.244093
null
3.451239
58
1,613.938505
247.424961
null
196.257249
9.93616
3
147
2,995
C
D-penicillamine
26,475
F
N
N
N
S
1.417074
288
2.977881
32
1,058.388173
84.032927
114
172.340448
11.659723
4
148
1,427
D
Placebo
10,411
F
N
Y
Y
N
8.245123
1,015
2.66936
247
4,913.59327
255.188281
280
323.615644
11.152558
3
149
762
D
D-penicillamine
20,366
M
Y
Y
Y
Y
3.632036
257
3.390199
290
2,174.430949
155.624982
112
99.957302
10.800991
3
150
2,891
C
Placebo
10,735
M
N
Y
Y
N
1.186523
null
3.357294
57
2,065.165282
212.184208
null
239.868108
11.080891
2
151
2,870
C
D-penicillamine
18,094
M
Y
N
N
S
1.082717
460
2.668614
57
912.063669
129.281899
174
252.202197
10.418507
4
152
1,152
D
D-penicillamine
23,466
M
N
Y
N
N
2.89998
586
2.772278
243
2,732.099069
146.293038
126
284.008411
12.21748
4
153
2,295
D
D-penicillamine
16,788
M
N
Y
Y
S
0.576837
217
3.298605
68
564.786254
65.262748
68
199.987052
12.520051
3
154
140
D
D-penicillamine
23,344
M
N
N
Y
S
2.827333
168
2.285961
225
1,499.006697
177.828409
75
89.798828
15.387224
4
155
2,666
C
Placebo
13,868
M
N
Y
Y
S
0.807301
220
3.068021
57
2,124.82004
203.164893
80
263.511884
11.809652
4
156
853
D
Placebo
20,394
M
N
Y
N
S
30.607865
358
3.20138
219
2,999.879062
287.885737
205
134.953642
11.949239
3
157
2,835
C
Placebo
14,619
F
N
N
N
N
0.709247
286
2.803465
34
2,503.411522
120.397403
206
341.955708
11.508843
3
158
2,475
CL
D-penicillamine
11,156
M
N
N
N
N
4.108054
450
2.959027
32
1,896.338834
155.112896
118
294.432241
12.75134
3
159
1,536
D
Placebo
15,757
M
N
N
N
N
2.959659
317
3.404201
217
965.327934
177.364238
140
173.081301
11.437929
4
160
2,772
C
Placebo
18,649
M
N
N
Y
N
0.677426
217
3.168867
13
497.71754
108.431711
119
192.824327
11.975882
3
161
2,797
C
Placebo
14,497
M
N
N
Y
N
2.530453
502
3.206814
4
1,187.417508
153.573108
180
209.256653
10.482453
4
162
186
D
Placebo
19,081
M
N
Y
Y
N
3.595702
260
2.857162
91
1,004.338419
168.307648
101
113.149718
12.825074
4
163
2,055
D
D-penicillamine
16,867
F
N
Y
N
Y
0.386188
233
3.991921
20
786.1677
93.475675
68
289.003542
10.404698
3
164
264
D
Placebo
14,630
M
N
Y
Y
N
9.664581
null
3.221491
161
1,933.35766
248.441251
null
72.048201
13.905582
4
165
1,077
D
D-penicillamine
16,940
M
N
Y
Y
S
4.73803
196
3.244299
80
3,318.727727
194.730075
142
140.228921
13.11487
3
166
2,721
C
Placebo
12,977
M
N
Y
N
N
7.23942
1,480
2.775362
84
2,621.542524
766.624418
108
187.296979
10.215756
2
167
1,682
D
D-penicillamine
19,838
M
N
Y
N
S
1.054945
376
3.543322
200
1,456.932943
118.009788
154
214.117286
11.873252
4
168
2,713
C
Placebo
14,230
M
N
Y
N
Y
0.505334
257
3.527909
44
1,152.604617
128.490683
110
null
10.034033
4
169
1,212
D
Placebo
11,316
M
N
N
N
N
1.359697
408
3.650594
67
1,783.432115
219.864107
137
205.833732
10.768498
3
170
2,692
C
D-penicillamine
16,498
M
N
N
N
N
1.424098
390
3.091872
32
1,783.051727
109.652789
52
202.432116
9.407536
4
171
2,574
C
D-penicillamine
18,060
M
N
N
N
S
0.603945
null
4.453333
31
963.179515
93.826523
null
289.662613
10.812982
4
172
2,301
C
Placebo
16,984
F
N
N
Y
N
1.563008
205
2.955766
65
1,313.318208
122.587779
126
167.867489
11.474937
3
173
2,657
C
D-penicillamine
9,288
F
N
Y
Y
N
3.104124
236
3.354161
76
1,940.226915
123.316848
86
391.396751
10.248737
4
174
2,644
C
D-penicillamine
18,220
M
N
Y
N
N
0.660156
null
3.656941
63
860.087893
105.77623
null
255.687956
11.696622
2
175
2,624
C
Placebo
17,020
M
Y
Y
N
N
0.891626
283
3.497497
152
886.28513
151.558091
168
225.478856
10.685493
3
176
1,492
D
D-penicillamine
12,767
M
N
Y
Y
N
3.947212
null
3.284551
77
2,195.812173
199.13265
null
100.525895
11.488725
2
177
2,609
C
Placebo
18,418
F
N
Y
N
N
1.080717
258
3.328216
49
722.810578
65.399284
133
146.192907
11.364469
4
178
2,580
C
D-penicillamine
22,680
F
N
Y
N
N
0.780223
null
3.714182
51
923.684173
104.838441
null
290.63272
11.056515
4
179
2,573
C
Placebo
14,417
M
N
Y
N
N
2.553748
396
3.718359
39
3,134.150947
137.47129
133
222.823311
10.260647
2
180
2,563
C
Placebo
11,734
M
N
N
N
Y
5.033529
478
4.091213
44
2,084.180295
356.072315
76
158.337395
11.388836
3
181
2,556
C
D-penicillamine
13,995
F
N
Y
Y
N
1.589152
248
3.249626
63
717.721228
100.119451
106
54.21187
10.733483
4
182
2,555
C
D-penicillamine
19,598
F
N
Y
N
Y
0.731346
null
3.636852
161
794.380329
32.588092
null
432.515556
10.057619
2
183
2,241
CL
Placebo
13,661
M
Y
N
N
N
0.544732
201
3.32249
44
2,009.321401
82.492311
145
365.55978
11.170397
4
184
974
D
Placebo
11,557
M
N
Y
N
N
14.060401
674
3.085029
358
2,797.678115
253.474623
140
350.340044
10.468643
4
185
1,576
D
D-penicillamine
16,000
M
N
N
N
N
1.02747
256
3.213228
42
1,604.232174
98.2653
94
123.774186
12.434283
3
186
1,576
D
D-penicillamine
23,525
M
N
N
Y
N
2.51189
225
3.312281
51
1,178.814156
94.866285
62
194.917427
14.605014
4
187
733
D
Placebo
10,901
F
N
Y
Y
N
17.131214
808
2.792398
251
3,558.981816
200.759747
137
251.900794
13.626024
3
188
2,332
C
D-penicillamine
21,099
M
Y
Y
N
N
0.93588
187
3.181567
41
777.605766
173.208887
98
124.936311
11.725514
4
189
2,456
C
Placebo
17,291
M
N
Y
N
N
1.409769
360
3.414078
52
2,792.300815
153.623461
164
217.861828
10.957388
4
190
2,504
C
D-penicillamine
19,196
M
Y
N
Y
N
2.775012
null
3.484015
24
2,416.888669
195.989414
null
245.747345
9.883458
4
191
216
D
Placebo
17,745
M
Y
Y
Y
N
27.589933
1,092
3.200417
233
4,869.958883
221.401045
432
279.483396
16.50583
2
192
2,443
C
D-penicillamine
16,804
M
N
Y
Y
N
1.160092
308
3.439299
67
966.516572
75.80291
101
338.057796
10.828264
4
193
797
D
Placebo
18,753
F
N
N
N
N
10.979992
932
3.212551
267
2,697.058133
225.678079
157
242.364909
11.520105
3
194
1,663
D
D-penicillamine
15,299
M
N
N
N
S
1.795787
293
3.70862
50
1,267.679981
189.371339
56
259.207076
9.990722
2
195
2,330
C
D-penicillamine
8,842
F
N
Y
N
N
4.564038
347
3.671988
76
3,321.531951
326.823602
90
104.287777
12.688291
1
196
2,363
C
D-penicillamine
18,726
F
N
Y
Y
N
1.547351
226
2.85309
13
1,011.516196
112.476362
62
112.919468
11.186319
3
197
2,365
C
D-penicillamine
15,119
F
N
N
N
Y
0.682429
266
3.25235
25
1,652.837872
138.518814
102
178.821432
11.239392
3
198
2,357
C
Placebo
11,136
M
N
Y
Y
N
0.841077
286
2.314848
38
2,162.603674
172.953935
90
241.087284
10.792051
4
199
1,592
C
D-penicillamine
13,003
M
N
N
N
N
2.72057
392
3.179323
52
1,596.838079
277.509655
194
262.309792
11.902393
4
200
2,318
C
Placebo
10,781
M
N
N
Y
Y
5.154551
236
3.227704
112
1,766.361717
197.955071
114
266.299199
11.072525
2