sample_id
stringlengths
13
13
population
stringclasses
5 values
age
int64
25
85
age_group
stringclasses
4 values
menopausal_status
stringclasses
2 values
bmi
float64
16
50
tumor_grade
int64
1
3
stage
stringclasses
3 values
pam50_subtype
stringclasses
5 values
ER_status
stringclasses
2 values
PR_status
stringclasses
2 values
HER2_status
stringclasses
2 values
is_TNBC
bool
2 classes
MKI67_expr
float64
3.04
15
ESR1_expr
float64
-2.47
16.8
PGR_expr
float64
-3.74
19.1
ERBB2_expr
float64
3.92
18
KRT5_expr
float64
-2.34
18.3
KRT17_expr
float64
-2.27
17.4
ki67_percentage
float64
1
95
ki67_category
stringclasses
3 values
oncotype_RS
float64
0
85
oncotype_risk_category
stringclasses
4 values
BC_EXPR_49800
Southern_Africa
56
50-59
Postmenopausal
30.571353
2
III
Luminal_B
Positive
Positive
Negative
false
9.729842
10.971297
5.719411
9.296062
4.273549
5.143628
35.859343
High
0
Low
BC_EXPR_49801
West_Africa
34
<40
Premenopausal
24.689297
1
II
Basal_like
Negative
Negative
Negative
true
10.016472
2.275114
1.120543
8.389331
9.879969
8.736407
72.394504
High
null
Not_applicable
BC_EXPR_49802
West_Africa
58
50-59
Postmenopausal
27.63918
2
II
Basal_like
Negative
Negative
Negative
true
9.799586
2.873116
3.360106
9.341045
10.881464
8.640418
56.453813
High
null
Not_applicable
BC_EXPR_49803
East_Africa
39
<40
Premenopausal
16.473839
1
I
Basal_like
Negative
Negative
Negative
true
11.335533
4.660455
2.874337
6.657847
12.519144
11.927004
45.320301
High
null
Not_applicable
BC_EXPR_49804
African_American
75
60+
Postmenopausal
30.850273
3
II
Luminal_A
Positive
Positive
Negative
false
7.546715
12.418487
8.6125
7.840839
4.566364
3.134111
7.79507
Low
26
Intermediate
BC_EXPR_49805
African_American
51
50-59
Postmenopausal
30.212219
3
II
Luminal_A
Positive
Positive
Negative
false
6.843956
12.219223
11.66316
8.332996
4.293891
1.250508
7.892523
Low
13
Low
BC_EXPR_49806
Southern_Africa
46
40-49
Premenopausal
24.40172
3
III
Luminal_B
Positive
Positive
Negative
false
8.258425
8.804442
5.123555
12.040836
5.34295
4.925669
27.017467
Intermediate
39
High
BC_EXPR_49807
African_American
52
50-59
Postmenopausal
27.610115
3
II
Luminal_A
Positive
Positive
Negative
false
6.895283
8.987543
12.206966
7.249158
5.210809
3.513204
3.834775
Low
27
Intermediate
BC_EXPR_49808
West_Africa
54
50-59
Postmenopausal
22.722373
3
III
HER2_enriched
Negative
Negative
Negative
true
9.738828
5.743969
6.948751
13.028525
2.487982
0.260956
39.143477
High
null
Not_applicable
BC_EXPR_49809
African_American
72
60+
Postmenopausal
20.364268
2
II
Luminal_A
Positive
Positive
Negative
false
7.734857
10.532557
10.977334
8.648914
4.32458
3.473127
9.023279
Low
5
Low
BC_EXPR_49810
African_American
59
50-59
Postmenopausal
29.013963
1
III
Luminal_A
Positive
Positive
Negative
false
6.256743
11.635054
7.89912
7.03226
3.932398
4.823214
5.707952
Low
21
Intermediate
BC_EXPR_49811
Southern_Africa
77
60+
Postmenopausal
21.804489
2
I
HER2_enriched
Positive
Positive
Negative
false
7.210126
4.164097
6.640075
13.630035
2.310171
2.926101
45.878857
High
23
Intermediate
BC_EXPR_49812
West_Africa
37
<40
Premenopausal
29.31967
1
I
Luminal_A
Positive
Positive
Negative
false
7.338848
10.340331
13.146427
6.834061
1.830819
3.858116
6.539023
Low
14
Low
BC_EXPR_49813
Southern_Africa
49
40-49
Premenopausal
43.235325
3
II
Basal_like
Negative
Negative
Negative
true
9.869788
3.030385
5.00438
8.876047
13.677511
9.63903
57.278264
High
null
Not_applicable
BC_EXPR_49814
West_Africa
33
<40
Premenopausal
27.674293
3
II
Luminal_A
Positive
Positive
Negative
false
8.561057
12.686845
11.21525
8.889797
4.066751
1.64646
14.091526
Intermediate
24
Intermediate
BC_EXPR_49815
Central_Africa
41
40-49
Premenopausal
29.60094
3
I
Luminal_A
Positive
Positive
Negative
false
8.919478
12.4595
12.102947
10.659859
6.078469
3.006591
15.393616
Intermediate
23
Intermediate
BC_EXPR_49816
West_Africa
39
<40
Premenopausal
27.884756
3
II
Luminal_A
Positive
Positive
Negative
false
8.19637
9.825017
12.635608
8.519891
3.480707
2.651847
15.732976
Intermediate
32
High
BC_EXPR_49817
Southern_Africa
34
<40
Premenopausal
16.072415
3
II
Basal_like
Negative
Negative
Negative
true
9.754173
4.137122
2.639873
8.235217
8.47896
11.027206
71.538451
High
null
Not_applicable
BC_EXPR_49818
West_Africa
58
50-59
Postmenopausal
24.069846
3
III
Basal_like
Negative
Negative
Negative
true
11.238679
3.194609
4.367515
8.40991
6.910862
7.292139
47.681821
High
null
Not_applicable
BC_EXPR_49819
West_Africa
54
50-59
Postmenopausal
16
3
I
Basal_like
Negative
Negative
Negative
true
12.357632
3.564051
5.541868
9.390573
11.692665
7.533458
78.733502
High
null
Not_applicable
BC_EXPR_49820
West_Africa
42
40-49
Premenopausal
31.831204
3
II
HER2_enriched
Negative
Positive
Positive
false
7.419939
6.830439
3.279004
15.906546
4.086392
3.670075
54.007284
High
null
Not_applicable
BC_EXPR_49821
West_Africa
50
40-49
Postmenopausal
22.954743
2
II
Basal_like
Negative
Negative
Negative
true
11.653748
5.452031
3.282139
7.088646
10.855835
9.777142
43.561235
High
null
Not_applicable
BC_EXPR_49822
African_American
50
40-49
Postmenopausal
25.439506
2
I
Basal_like
Negative
Negative
Negative
true
9.842051
3.989337
1.946702
8.719292
11.322815
9.184468
56.951849
High
null
Not_applicable
BC_EXPR_49823
East_Africa
43
40-49
Premenopausal
25.672488
3
II
Basal_like
Negative
Negative
Negative
true
8.750514
5.632839
4.54353
7.291155
9.351928
10.543304
62.53585
High
null
Not_applicable
BC_EXPR_49824
Central_Africa
54
50-59
Postmenopausal
27.004931
3
II
Basal_like
Positive
Negative
Negative
false
9.611906
2.021952
0.58523
7.917854
9.589746
12.168368
75.502738
High
35
High
BC_EXPR_49825
Central_Africa
47
40-49
Premenopausal
35.460383
3
II
Luminal_A
Positive
Positive
Negative
false
8.316494
12.337603
8.109473
9.377748
2.880314
0.24661
15.923689
Intermediate
13
Low
BC_EXPR_49826
West_Africa
47
40-49
Premenopausal
18.550866
3
III
Basal_like
Negative
Negative
Negative
true
12.177829
4.163901
1.895385
7.796832
5.563842
7.325965
54.503867
High
null
Not_applicable
BC_EXPR_49827
East_Africa
25
<40
Premenopausal
25.890228
3
II
Luminal_B
Positive
Positive
Negative
false
9.656342
10.174124
10.098538
9.937757
3.390154
2.761433
24.904029
Intermediate
44
High
BC_EXPR_49828
Southern_Africa
61
60+
Postmenopausal
16
2
II
HER2_enriched
Negative
Negative
Positive
false
10.544206
5.044668
4.396119
11.12756
3.632538
5.059655
53.28098
High
null
Not_applicable
BC_EXPR_49829
African_American
70
60+
Postmenopausal
31.94711
3
I
Luminal_B
Positive
Positive
Negative
false
10.300466
10.691036
7.552947
9.804452
3.228399
4.571729
40.582842
High
1
Low
BC_EXPR_49830
East_Africa
58
50-59
Postmenopausal
18.203914
3
III
Luminal_A
Positive
Positive
Negative
false
7.740294
10.075014
12.114241
7.075336
6.35287
3.021429
10.874308
Low
1
Low
BC_EXPR_49831
Southern_Africa
45
40-49
Premenopausal
31.647799
3
III
Basal_like
Negative
Negative
Negative
true
9.424566
6.300603
5.458791
8.669331
8.085893
9.729399
61.284003
High
null
Not_applicable
BC_EXPR_49832
African_American
66
60+
Postmenopausal
29.04975
3
I
Luminal_A
Positive
Negative
Negative
false
8.02213
13.803414
9.888886
8.61001
3.793173
5.881319
9.266005
Low
21
Intermediate
BC_EXPR_49833
African_American
60
50-59
Postmenopausal
23.776898
1
II
Luminal_A
Positive
Positive
Negative
false
5.834612
9.801523
10.428733
8.48187
0.867972
1.835296
5.955026
Low
7
Low
BC_EXPR_49834
African_American
44
40-49
Premenopausal
34.585459
3
II
Basal_like
Positive
Negative
Negative
false
10.794659
3.12033
4.86769
6.923952
9.909104
7.786828
67.876783
High
16
Low
BC_EXPR_49835
Southern_Africa
48
40-49
Premenopausal
34.483971
3
II
Basal_like
Negative
Negative
Negative
true
11.323711
2.418235
6.665418
9.274621
11.301156
8.779045
60.706431
High
null
Not_applicable
BC_EXPR_49836
West_Africa
45
40-49
Premenopausal
26.18036
3
II
Basal_like
Negative
Negative
Negative
true
12.276329
4.356545
1.82123
8.163872
11.364824
15.524872
70.857326
High
null
Not_applicable
BC_EXPR_49837
African_American
27
<40
Premenopausal
27.279742
3
II
Luminal_A
Positive
Negative
Negative
false
5.782003
9.464548
12.083914
8.058899
2.574122
3.167685
8.491862
Low
22
Intermediate
BC_EXPR_49838
West_Africa
49
40-49
Premenopausal
20.439161
2
I
Luminal_B
Positive
Negative
Negative
false
10.211185
11.136084
8.292131
9.121685
4.052799
4.893293
42.132688
High
6
Low
BC_EXPR_49839
East_Africa
32
<40
Premenopausal
36.234619
2
II
Luminal_A
Positive
Positive
Negative
false
9.291261
11.130384
12.221121
9.759606
3.588178
3.398119
20.674122
Intermediate
19
Intermediate
BC_EXPR_49840
Central_Africa
35
<40
Premenopausal
27.69389
3
I
Basal_like
Negative
Negative
Negative
true
10.480345
3.226101
4.372639
8.605105
10.65413
9.370016
75.447375
High
null
Not_applicable
BC_EXPR_49841
Central_Africa
49
40-49
Premenopausal
37.815692
3
I
Luminal_A
Positive
Negative
Negative
false
7.997573
11.173399
10.026076
9.597858
4.144672
1.531395
15.290779
Intermediate
18
Intermediate
BC_EXPR_49842
African_American
50
40-49
Postmenopausal
36.739844
3
II
Basal_like
Negative
Negative
Negative
true
9.083014
3.394782
3.169502
6.956671
8.758054
11.193461
44.086837
High
null
Not_applicable
BC_EXPR_49843
West_Africa
35
<40
Premenopausal
26.893401
3
III
HER2_enriched
Negative
Negative
Positive
false
9.354761
3.258198
4.211476
11.748031
4.38443
2.190035
41.060543
High
null
Not_applicable
BC_EXPR_49844
African_American
56
50-59
Postmenopausal
18.451144
3
I
Luminal_A
Positive
Positive
Negative
false
8.020723
11.062173
11.502079
9.579046
4.743089
2.823027
4.606051
Low
20
Intermediate
BC_EXPR_49845
West_Africa
36
<40
Premenopausal
28.453401
3
II
Luminal_A
Positive
Positive
Negative
false
10.043645
8.428395
9.157934
8.855059
5.534327
2.97346
14.806931
Intermediate
18
Intermediate
BC_EXPR_49846
West_Africa
36
<40
Premenopausal
23.181899
2
II
Luminal_B
Positive
Positive
Negative
false
9.824194
12.667028
7.722099
9.241843
4.492076
4.115298
61.697387
High
53
High
BC_EXPR_49847
Central_Africa
62
60+
Postmenopausal
26.967051
3
I
Basal_like
Negative
Negative
Negative
true
10.167673
4.732138
3.665781
4.387722
9.574416
9.830362
83.973163
High
null
Not_applicable
BC_EXPR_49848
African_American
56
50-59
Postmenopausal
33.029704
1
II
Luminal_A
Positive
Negative
Negative
false
6.376362
13.256222
13.367676
7.946291
4.767862
5.894105
8.082575
Low
9
Low
BC_EXPR_49849
Southern_Africa
55
50-59
Postmenopausal
37.247615
3
II
HER2_enriched
Negative
Positive
Positive
false
8.237992
4.601395
3.602356
17.679115
1.679476
1.945668
14.216945
Intermediate
null
Not_applicable
BC_EXPR_49850
Southern_Africa
70
60+
Postmenopausal
25.242616
3
I
Basal_like
Negative
Negative
Negative
true
10.824194
1.2809
3.032465
6.411003
8.822359
7.846825
61.805337
High
null
Not_applicable
BC_EXPR_49851
Southern_Africa
49
40-49
Premenopausal
44.124805
3
II
Luminal_A
Positive
Positive
Negative
false
8.41864
10.351755
10.558774
6.664769
3.260116
4.804184
9.421015
Low
5
Low
BC_EXPR_49852
West_Africa
39
<40
Premenopausal
21.535696
3
III
Basal_like
Negative
Negative
Negative
true
10.565407
5.041923
3.484004
7.670619
8.297673
10.528145
58.619766
High
null
Not_applicable
BC_EXPR_49853
Central_Africa
40
<40
Premenopausal
24.886687
3
I
Luminal_A
Positive
Positive
Negative
false
7.284487
11.484276
10.718154
9.023754
5.412951
1.5241
2.823071
Low
14
Low
BC_EXPR_49854
East_Africa
68
60+
Postmenopausal
35.184776
3
II
Luminal_A
Positive
Positive
Negative
false
6.22451
12.891404
11.183238
8.230518
5.321645
3.017543
4.901315
Low
9
Low
BC_EXPR_49855
African_American
53
50-59
Postmenopausal
22.096654
3
II
Basal_like
Negative
Negative
Negative
true
10.954937
6.399416
3.7937
9.073337
7.776755
8.550461
68.477505
High
null
Not_applicable
BC_EXPR_49856
West_Africa
35
<40
Premenopausal
34.73686
3
II
Basal_like
Negative
Negative
Negative
true
12.753908
2.437355
2.619465
5.97115
11.245498
8.171618
65.948501
High
null
Not_applicable
BC_EXPR_49857
East_Africa
47
40-49
Premenopausal
29.278798
3
I
Basal_like
Negative
Negative
Negative
true
9.658219
2.328328
5.950729
7.975832
8.010403
4.241925
34.899585
High
null
Not_applicable
BC_EXPR_49858
Southern_Africa
44
40-49
Premenopausal
25.329509
2
II
Luminal_A
Positive
Positive
Negative
false
8.040302
12.202435
10.5789
10.068738
3.154043
3.547293
5.596663
Low
11
Low
BC_EXPR_49859
Southern_Africa
47
40-49
Premenopausal
35.821278
1
I
Basal_like
Negative
Negative
Negative
true
10.396241
1.615165
2.794581
10.675053
8.97758
12.134749
53.17302
High
null
Not_applicable
BC_EXPR_49860
East_Africa
65
60+
Postmenopausal
23.237367
3
II
Basal_like
Negative
Negative
Negative
true
11.220837
3.630464
1.526868
7.286047
7.995558
12.442778
89.807056
High
null
Not_applicable
BC_EXPR_49861
East_Africa
47
40-49
Premenopausal
30.118012
3
III
Luminal_B
Positive
Positive
Negative
false
12.460999
9.141684
12.496153
10.96516
1.052694
2.317478
34.454204
High
22
Intermediate
BC_EXPR_49862
West_Africa
31
<40
Premenopausal
37.905513
2
II
Luminal_A
Positive
Positive
Negative
false
8.914884
12.901715
9.241713
7.949157
2.249037
3.155754
12.164253
Low
29
Intermediate
BC_EXPR_49863
African_American
49
40-49
Premenopausal
17.921191
1
I
Basal_like
Negative
Negative
Negative
true
11.69386
3.217115
6.236875
9.481998
8.846333
7.839073
80.008841
High
null
Not_applicable
BC_EXPR_49864
East_Africa
25
<40
Premenopausal
27.496584
2
II
Luminal_A
Positive
Positive
Negative
false
9.796151
9.676177
9.207419
9.39757
4.464742
4.685951
18.968038
Intermediate
11
Low
BC_EXPR_49865
Southern_Africa
42
40-49
Premenopausal
38.462695
3
I
Luminal_A
Positive
Positive
Negative
false
6.316135
11.271566
10.594146
7.504034
5.359345
3.669827
6.574934
Low
32
High
BC_EXPR_49866
Southern_Africa
64
60+
Postmenopausal
27.328634
3
I
Luminal_A
Positive
Positive
Negative
false
8.66892
12.235893
10.602218
9.325261
5.491307
4.691568
10.112968
Low
18
Intermediate
BC_EXPR_49867
Southern_Africa
43
40-49
Premenopausal
21.641455
3
II
Luminal_B
Positive
Positive
Negative
false
10.35585
11.449245
8.477624
9.212507
5.977318
4.785096
39.131793
High
24
Intermediate
BC_EXPR_49868
African_American
85
60+
Postmenopausal
40.089027
1
III
Basal_like
Negative
Negative
Negative
true
9.957851
4.179049
4.011749
6.960171
6.243685
8.398776
42.511625
High
null
Not_applicable
BC_EXPR_49869
Central_Africa
25
<40
Premenopausal
33.444095
1
II
Basal_like
Negative
Negative
Negative
true
12.240396
3.674796
4.391054
8.283607
14.265242
9.411672
63.114715
High
null
Not_applicable
BC_EXPR_49870
East_Africa
40
<40
Premenopausal
28.78066
2
II
Luminal_A
Positive
Positive
Negative
false
7.510257
12.662292
12.08188
7.598319
1.140479
4.80057
11.642411
Low
6
Low
BC_EXPR_49871
Southern_Africa
53
50-59
Postmenopausal
29.00995
3
II
Luminal_A
Positive
Negative
Negative
false
7.213762
11.028583
11.346353
7.785438
4.67229
4.734967
8.729059
Low
21
Intermediate
BC_EXPR_49872
West_Africa
47
40-49
Premenopausal
22.235563
2
III
Luminal_A
Positive
Positive
Negative
false
4.971825
9.272567
7.292448
7.169298
5.760674
1.48524
1
Low
16
Low
BC_EXPR_49873
Southern_Africa
58
50-59
Postmenopausal
30.327743
3
II
Basal_like
Negative
Negative
Negative
true
9.760805
5.19836
5.075569
6.65903
9.054985
11.193488
48.467901
High
null
Not_applicable
BC_EXPR_49874
East_Africa
42
40-49
Premenopausal
39.367176
3
II
Luminal_A
Positive
Positive
Negative
false
10.426109
12.552644
9.062215
9.065151
3.316485
6.53809
14.427624
Intermediate
26
Intermediate
BC_EXPR_49875
West_Africa
62
60+
Postmenopausal
25.069887
2
I
Luminal_A
Positive
Positive
Negative
false
7.381877
9.330776
14.098664
8.467317
4.048557
2.372643
8.378646
Low
9
Low
BC_EXPR_49876
African_American
40
<40
Premenopausal
30.179664
3
II
Basal_like
Negative
Negative
Negative
true
8.180569
4.29901
2.00845
8.065343
9.806745
8.541795
53.471895
High
null
Not_applicable
BC_EXPR_49877
East_Africa
43
40-49
Premenopausal
34.124198
2
III
Basal_like
Negative
Negative
Negative
true
7.782635
2.681131
1.095546
8.447723
12.40485
7.804629
48.002365
High
null
Not_applicable
BC_EXPR_49878
African_American
41
40-49
Premenopausal
28.018046
3
II
Luminal_B
Positive
Negative
Positive
false
8.710094
9.631518
10.30565
9.20871
6.160192
2.859594
34.2433
High
null
Not_applicable
BC_EXPR_49879
East_Africa
40
<40
Premenopausal
22.763543
1
II
Basal_like
Negative
Negative
Negative
true
9.820211
5.161392
2.24878
8.395061
11.1846
8.596957
71.244237
High
null
Not_applicable
BC_EXPR_49880
African_American
51
50-59
Postmenopausal
25.057641
1
III
Luminal_A
Positive
Positive
Negative
false
6.4858
10.915259
10.297089
6.675957
4.969691
0.766818
1
Low
10
Low
BC_EXPR_49881
Southern_Africa
59
50-59
Postmenopausal
26.1259
1
II
Luminal_A
Positive
Positive
Negative
false
8.289275
6.402851
11.041665
9.345958
0.870119
6.155275
8.407705
Low
13
Low
BC_EXPR_49882
West_Africa
34
<40
Premenopausal
24.077834
3
II
Luminal_B
Positive
Negative
Negative
false
10.72084
10.219816
11.127283
7.179604
4.291126
3.859264
45.497677
High
44
High
BC_EXPR_49883
West_Africa
43
40-49
Premenopausal
31.727485
2
II
Luminal_B
Positive
Positive
Negative
false
10.124706
8.617084
9.490861
10.234373
7.17493
3.665015
46.054619
High
18
Intermediate
BC_EXPR_49884
West_Africa
47
40-49
Premenopausal
16
3
I
Luminal_A
Positive
Negative
Negative
false
6.461608
8.995003
9.887069
10.157766
5.030589
6.163359
8.379912
Low
20
Intermediate
BC_EXPR_49885
West_Africa
48
40-49
Premenopausal
31.23644
2
II
Luminal_B
Positive
Positive
Negative
false
8.983398
11.281105
10.736192
9.503633
2.811169
5.779971
33.970549
High
49
High
BC_EXPR_49886
East_Africa
32
<40
Premenopausal
23.616346
1
I
Basal_like
Negative
Negative
Negative
true
11.363363
3.983553
5.837057
8.639324
11.228104
9.352862
53.578039
High
null
Not_applicable
BC_EXPR_49887
East_Africa
48
40-49
Premenopausal
23.465203
2
II
Luminal_B
Positive
Positive
Negative
false
8.67081
11.390748
9.200419
9.99241
3.362797
4.262226
27.719855
Intermediate
23
Intermediate
BC_EXPR_49888
West_Africa
61
60+
Postmenopausal
25.518545
3
II
Basal_like
Negative
Negative
Negative
true
11.059249
2.783614
2.033955
6.910028
9.241515
10.093249
83.746293
High
null
Not_applicable
BC_EXPR_49889
East_Africa
59
50-59
Postmenopausal
17.146391
3
III
Luminal_A
Positive
Positive
Negative
false
5.224762
10.199075
11.533757
7.126384
2.665499
3.34207
1.060188
Low
27
Intermediate
BC_EXPR_49890
East_Africa
42
40-49
Premenopausal
25.00609
3
II
Luminal_A
Positive
Positive
Negative
false
8.163959
10.509578
9.048551
8.88066
2.007184
2.686551
14.69748
Intermediate
21
Intermediate
BC_EXPR_49891
Central_Africa
54
50-59
Postmenopausal
25.578048
3
II
Basal_like
Negative
Negative
Negative
true
11.963653
4.251924
3.690265
8.175116
10.703883
10.863192
65.821011
High
null
Not_applicable
BC_EXPR_49892
West_Africa
45
40-49
Premenopausal
32.423898
1
III
Basal_like
Negative
Negative
Negative
true
10.90718
2.257471
3.542707
6.917257
10.973734
11.84178
48.287027
High
null
Not_applicable
BC_EXPR_49893
African_American
67
60+
Postmenopausal
26.41446
2
II
Luminal_B
Positive
Positive
Negative
false
8.338146
11.50421
7.086903
9.819186
3.88521
4.105714
22.208988
Intermediate
9
Low
BC_EXPR_49894
Southern_Africa
60
50-59
Postmenopausal
21.023478
3
II
HER2_enriched
Positive
Negative
Positive
false
9.357621
6.167884
5.196155
13.461958
4.227729
2.339717
45.065513
High
null
Not_applicable
BC_EXPR_49895
Central_Africa
34
<40
Premenopausal
27.929335
3
I
HER2_enriched
Positive
Negative
Positive
false
7.95834
4.239204
4.52627
13.683667
3.83156
3.026736
48.867992
High
null
Not_applicable
BC_EXPR_49896
West_Africa
45
40-49
Premenopausal
29.290006
3
II
Basal_like
Negative
Negative
Negative
true
9.664578
2.510754
2.265993
9.91474
9.383573
8.488002
44.879889
High
null
Not_applicable
BC_EXPR_49897
Southern_Africa
44
40-49
Premenopausal
24.818203
3
II
Luminal_A
Positive
Positive
Negative
false
6.943469
12.372576
12.654789
7.188289
1.982072
4.270897
7.110277
Low
25
Intermediate
BC_EXPR_49898
East_Africa
44
40-49
Premenopausal
35.091644
3
II
Luminal_A
Positive
Positive
Negative
false
8.19445
10.842732
7.991433
9.29679
4.022663
4.221394
9.712607
Low
9
Low
BC_EXPR_49899
African_American
41
40-49
Premenopausal
21.468866
2
III
Basal_like
Negative
Negative
Negative
true
12.937173
5.005776
2.342459
7.825461
8.417436
9.149292
71.353709
High
null
Not_applicable