Datasets:
electricsheepafrica
/
ssa-breast-rna-expression

Dataset card Data Studio Files
xet
 Community
sample_id
stringlengths
16
16
population
stringclasses
7 values
region
stringclasses
5 values
is_SSA
bool
2 classes
is_reference_panel
bool
2 classes
sex
stringclasses
2 values
age
int64
18
90
tissue_type
stringclasses
2 values
tumor_subtype
stringclasses
5 values
is_tumor
bool
2 classes
library_size_millions
float64
23.9
89.8
detected_genes
int64
10.9k
21.4k
ACTB
float64
8.85
12.7
GAPDH
float64
8.87
12.5
RPLP0
float64
8.71
12.7
ESR1
float64
0
13.4
PGR
float64
0
14
GATA3
float64
0
13.2
FOXA1
float64
0
13.9
MKI67
float64
1.11
13.5
CCNB1
float64
0.18
12.5
BIRC5
float64
1.7
12.8
ERBB2
float64
1.46
15.7
KRT5
float64
0
14.9
KRT14
float64
0
14.6
KRT17
float64
0
14.7
EGFR
float64
0
14.7
IL20RA
float64
0.46
10.2
MARCO
float64
0.87
9.71
HLA_DPA1
float64
0.7
9.84
HLA_DPB1
float64
0.98
10
SORD
float64
1.4
8.76
FAM3A
float64
1.46
8.92
TAS2R43
float64
1.32
8.63
NUTM2F
float64
1.16
9.02
PWP2
float64
0.69
8.65
PM20D1
float64
0.75
7.94
BIRC7
float64
0.77
7.88
HOTAIR
float64
0.45
10.7
MALAT1
float64
0.59
11.4
NEAT1
float64
0.63
10.4
AC009283_1
float64
0.32
10.6
XIST
float64
6.84
13.5
MIR21
float64
0.2
8.14
MIR155
float64
0.26
8.48
MIR10B
float64
0.11
8.18
MIR200C
float64
0
6.62
MIR34A
float64
0.07
6.83
RNA_SAMPLE_00001
SSA_West
West
true
false
Female
53
Tumor
Luminal_B
true
72.98
19,202
10.666
11.14
10.617
8.512
7.883
9.087
10.084
6.726
7.713
7.665
7.547
4.315
4.645
6.276
2.955
4.575
5.747
6.953
4.038
5.798
5.319
6.269
6.065
5.544
4.739
3.708
6.8
7.387
6.1
5.592
9.884
5.632
4.967
4.04
3.762
2.214
RNA_SAMPLE_00002
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
53.4
12,760
10.554
10.466
9.516
5.833
4.399
5.585
5.088
3.519
3.954
4.034
5.982
4.503
6.133
2.886
2.847
4.935
4.445
4.217
4.854
5.633
3.099
4.485
3.737
4.862
4.189
4.805
3.566
4.106
2.318
3.14
10.166
1.913
3.99
3.419
3.276
2.814
RNA_SAMPLE_00003
SSA_West
West
true
false
Female
58
Tumor
Luminal_B
true
54.25
15,920
10.092
9.997
10.585
9.732
8.289
9.445
8.672
8.612
7.214
8.281
7.42
5.635
4.67
4.307
2.236
4.975
4.7
4.678
5.516
5.717
5.752
6.635
5.935
4.395
4.482
4.826
7.262
5.846
5.856
7.079
10.143
3.721
3.55
6.473
1.629
2.866
RNA_SAMPLE_00004
SSA_West
West
true
false
Female
60
Tumor
Luminal_A
true
67.06
14,882
10.159
10.077
11.601
12.018
9.266
10.579
10.308
6.219
4.873
8.807
4.984
3.755
2.723
4.71
4.515
4.521
4.71
3.95
5.695
6.14
5.103
5.28
7.217
6.343
5.513
2.282
6.547
6.251
4.748
4.956
9.825
3.926
4.361
4.631
3.459
2.435
RNA_SAMPLE_00005
SSA_West
West
true
false
Female
29
Tumor
Luminal_A
true
56.42
18,229
9.818
10.814
10.895
10.417
9.499
8.935
11.52
5.644
5.383
6.52
6.061
4.761
3.182
4.917
4.039
5.112
6.614
4.849
5.18
5.976
5.704
4.894
4.117
5.483
3.646
4.327
5.579
5.282
5.732
5.927
10.556
5.339
6.676
5.113
2.462
2.867
RNA_SAMPLE_00006
SSA_West
West
true
false
Female
36
Tumor
HER2_enriched
true
64.55
18,204
11.371
10.191
11.34
5.954
5.073
5.796
7.211
8.957
7.288
7.295
10.568
4.122
5.093
3.649
4.486
7.402
7.618
7.55
4.205
7.006
5.583
5.57
6.426
6.133
2.618
3.749
6.134
5.17
7.497
7.939
9.992
5.739
5.491
5.579
3.894
1.588
RNA_SAMPLE_00007
SSA_West
West
true
false
Female
51
Tumor
Luminal_B
true
63.89
17,014
10.343
10.448
11.616
7.672
8.831
10.629
7.73
7.544
8.042
8.413
7.22
2.926
4.537
3.879
4.753
6.424
4.014
6.533
5.245
6.243
5.944
7.169
5.506
5.137
3.838
3.367
6.808
4.899
6.799
5.777
8.589
6.191
2.299
4.935
3.187
1.155
RNA_SAMPLE_00008
SSA_West
West
true
false
Female
47
Tumor
HER2_enriched
true
63.53
16,196
10.576
11.372
10.771
5.649
5.83
7.776
6.405
7.616
8.012
7.31
11.348
6.929
4.8
3.396
5.517
5.607
6.561
5.758
7.445
4.68
4.451
6.344
3.697
5.345
5.021
2.325
6.565
5.004
4.655
5.434
9.853
4.935
6.386
5.566
2.609
1.952
RNA_SAMPLE_00009
SSA_West
West
true
false
Female
50
Tumor
Basal_like
true
61.79
19,470
10.349
10.407
10.17
3.184
2.927
1.554
1.401
8.056
8.711
10.02
5.842
12.045
9.636
7.725
13.626
6.515
7.079
5.512
4.937
5.639
3.707
5.26
6.42
5.904
4.529
5.869
6.875
4.596
6.351
8.425
9.752
6.991
6.319
5.173
2.136
3.272
RNA_SAMPLE_00010
SSA_West
West
true
false
Female
41
Tumor
Luminal_A
true
70.16
15,105
10.76
9.679
10.53
8.345
10.562
9.311
11.158
5.96
5.868
4.885
7.191
4.091
4.628
4.286
3.982
6.096
6.197
6.408
3.972
5.084
4.039
5.799
6.967
6.307
3.754
4.755
6.349
6.233
4.697
7.315
9.058
4.707
5.767
4.701
3.063
3.096
RNA_SAMPLE_00011
SSA_West
West
true
false
Female
60
Tumor
Luminal_A
true
60.53
17,138
10.807
10.737
10.252
8.45
10.998
11.044
10.337
6.829
5.585
4.061
6.551
1.223
3.721
5.065
2.761
4.941
4.494
5.544
5.467
4.583
6.321
7.932
6.571
5.4
4.19
3.838
5.466
6.958
7.002
4.83
10.293
5.889
4.72
4.831
3.557
3.58
RNA_SAMPLE_00012
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
63.43
17,305
10.894
10.561
10.141
8.443
10.596
10.108
10.456
5.671
6.603
6.579
8.079
4.522
2.612
4.105
2.604
2.887
7.226
5.125
6.539
4.905
4.773
5.008
5.727
5.659
4.748
3.853
6.04
5.157
7.469
4.686
9.342
4.661
6.911
5.613
2.317
3.658
RNA_SAMPLE_00013
SSA_West
West
true
false
Female
51
Tumor
Luminal_A
true
64.13
17,328
11.048
10.729
10.785
8.447
11.443
9.552
8.763
5.996
6.036
5.699
7.578
4.669
1.149
2.882
2.968
5.328
7.206
4.686
7.062
5.368
6.915
5.22
5.115
5.48
5.463
4.442
6.209
6.637
5.12
6.337
9.497
6.177
5.335
5.554
1.369
3.565
RNA_SAMPLE_00014
SSA_West
West
true
false
Female
62
Tumor
Basal_like
true
58.58
15,275
10.747
9.941
11.006
3.434
0.209
1.97
1.835
7.01
9.917
9.626
7.826
11.095
9.445
11.117
12.042
5.835
7.152
3.945
7.775
6.22
3.21
5.844
3.712
4.95
4.911
4.178
7.757
6.564
6.463
7.598
9.73
5.48
5.585
5.446
3.928
2.467
RNA_SAMPLE_00015
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
53.36
15,725
9.629
11.442
10.25
1.761
3.558
1.858
2.514
7.579
10.398
8.878
4.782
9.277
12.528
9.797
9.304
5.867
6.345
6.452
6.744
5.711
6.082
5.255
7.365
5.06
5.517
3.761
5.072
4.833
6.804
7.662
9.079
4.798
5.809
5.498
2.531
1.977
RNA_SAMPLE_00016
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
62.47
17,783
10.946
10.713
10.172
2.315
2.24
0.687
1.698
9.366
8.922
7.039
5.16
9.652
11.171
13.618
10.661
5.102
6.139
6.311
7.057
6.618
6.752
5.984
5.499
6.835
3.987
4.349
6.257
4.369
7.772
7.176
8.104
6.301
5.257
6.291
3.061
1.914
RNA_SAMPLE_00017
SSA_West
West
true
false
Female
54
Tumor
Basal_like
true
60.21
15,921
10.089
11.134
10.896
3.498
1.606
1.037
2.639
8.166
8.69
9.525
5.674
9.914
8.817
11.624
10.058
6.918
6.786
7.391
6.064
5.187
4.503
5.012
5.807
4.765
4.584
5.621
6.055
5.186
6.087
5.077
11.067
5.568
4.917
5.052
2.054
3.809
RNA_SAMPLE_00018
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
64.7
13,207
11.022
10.377
11.134
3.666
5.725
5.092
6.159
5.061
5.022
4.894
6.562
3.29
4.537
4.254
4.567
3.785
5.507
5.137
3.611
4.809
7.065
4.647
4.669
5.406
3.313
3.926
3.551
4.402
3.938
5.952
10.037
2.822
3.824
1.887
5.353
3.209
RNA_SAMPLE_00019
SSA_West
West
true
false
Female
60
Tumor
Luminal_B
true
69.54
18,747
10.437
10.485
10.645
9.622
8.002
8.891
8.687
6.849
6.955
8.128
7.411
3.083
4.095
3.224
5.569
5.397
6.598
3.807
5.823
6.036
5.376
5.015
5.362
6.168
3.211
4.93
6.318
5.739
5.782
6.062
11.327
5.278
4.246
4.652
2.084
1.488
RNA_SAMPLE_00020
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
40.7
15,144
11.137
10.998
9.922
4.702
4.561
2.918
5.332
5.803
4.748
3.732
4.155
3.105
4.424
3.281
4.262
4.719
5.037
3.86
4.114
3.87
5.541
4.738
1.762
5.433
4.677
3.069
4.48
3.79
1.882
5.953
9.837
3.161
2.5
2.764
4.129
3.166
RNA_SAMPLE_00021
SSA_West
West
true
false
Female
48
Tumor
Luminal_A
true
73.55
18,005
10.958
10.629
10.319
11.03
10.611
9.601
8.915
4.924
6.529
6.251
7.986
4.691
3.547
3.403
2.117
6.561
5.443
6.105
6.677
4.991
4.755
7.722
6.035
5.249
5.416
4.023
6.325
5.432
5.983
5.726
9.398
5.194
4.489
5.461
2.756
1.624
RNA_SAMPLE_00022
SSA_West
West
true
false
Female
43
Tumor
Luminal_B
true
64.97
17,765
11.827
10.709
10.792
9.479
10.02
9.957
9.319
7.967
8.843
7.925
6.011
2.199
3.648
4.144
6.966
5.38
5.547
5.096
6.119
5.752
4.925
4.59
5.138
4.741
4.092
4.427
5.499
7.454
7.159
5.77
9.229
4.976
4.893
4.95
2.682
2.16
RNA_SAMPLE_00023
SSA_West
West
true
false
Female
63
Tumor
Luminal_B
true
60.28
16,578
10.569
10.747
10.665
9.072
8.603
9.36
8.282
6.912
7.11
7.323
6.012
1.969
4.604
5.529
4.669
5.017
3.784
5.692
3.893
5.422
4.78
3.447
6.832
4.37
3.98
4.184
5.53
6.465
5.259
6.382
10.255
3.898
5.189
4.157
2.067
3.232
RNA_SAMPLE_00024
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
56.73
17,447
10.891
9.986
11.07
2.285
1.413
1.864
2.769
8.68
11.115
10.491
5.917
10.226
10.278
9.779
10.65
6.988
4.951
6.943
7.234
6.015
5.383
5.978
6.669
5.448
4.321
6.219
6.807
5.493
7.373
6.902
9.476
4.617
5.691
5.452
2.005
2.929
RNA_SAMPLE_00025
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
48.79
14,925
10.746
9.619
9.944
5.013
6.826
7.868
5.505
5.046
2.557
5.904
5.45
3.84
2.005
5.876
5.325
5.094
5.792
4.851
5.621
3.823
2.954
3.857
4.274
4.421
4.203
3.568
3.971
2.815
2.729
4.041
9.566
3.004
3.436
4.312
3.984
5.451
RNA_SAMPLE_00026
SSA_West
West
true
false
Female
46
Tumor
HER2_enriched
true
63.25
17,827
11.227
11.06
10.299
7.083
5.626
6.302
6.133
9.644
8.893
7.114
13.892
6.002
4.339
3.635
6.139
4.981
6.801
7.069
5.35
4.835
5.077
4.61
5.707
5.835
4.955
3.55
7.34
5.512
7.339
5.013
11.254
5.083
5.979
6.043
1.984
3.668
RNA_SAMPLE_00027
SSA_West
West
true
false
Female
56
Tumor
Luminal_A
true
55.59
16,632
10.365
11.507
10.115
10.43
9.376
11.091
12.321
5.87
6.64
6.115
7.838
3.202
4.587
3.023
6.192
3.308
5.877
5.489
5.453
5.757
5.553
5.697
5.867
7.074
1.811
5.962
8.56
4.249
6.048
7.371
10.735
6.341
5.298
3.374
4.044
3.508
RNA_SAMPLE_00028
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
71.73
15,159
10.092
10.708
11.367
11.612
9.274
9.594
12.872
5.947
7.175
6.048
7.275
2.46
2.495
3.055
2.846
5.196
6.026
7.39
4.909
4.61
5.509
4.734
4.028
6.458
4.372
4.461
4.073
5.415
4.584
5.98
10.107
5.107
4.466
4.318
2.845
3.286
RNA_SAMPLE_00029
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
45.37
13,875
10.053
10.171
10.274
4.402
5.054
6.736
5.205
3.761
2.742
6.836
6.139
3.842
4.895
4.133
3.409
3.56
6.709
4.363
4.418
5.034
5.049
5.517
5.414
4.481
3.823
4.289
3.338
5.447
3.98
5.598
8.886
3.524
2.288
2.492
4.724
3.817
RNA_SAMPLE_00030
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
70.78
15,621
10.152
10.76
10.381
6.332
5.204
5.907
5.698
5.078
6.042
3.197
5.098
2.659
1.882
2.495
2.756
4.565
5.137
5.342
4.391
6.426
4.666
3.248
4.69
5.042
0.854
4.887
3.901
2.848
3.04
4.762
10.707
2.481
1.916
3.105
4.252
4.452
RNA_SAMPLE_00031
SSA_West
West
true
false
Female
74
Tumor
Luminal_A
true
55.49
16,853
10.71
11.183
11.365
11.601
11.302
11.813
11.013
5.911
8.034
5.124
9.164
2.33
4.565
5.233
4.051
3.45
4.552
5.857
6.136
5.339
5.567
4.178
7.097
5.16
5.01
5.563
4.845
6.128
6.278
5.742
10.742
4.466
5.044
4.703
4.86
2.47
RNA_SAMPLE_00032
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
65.96
19,155
10.241
10.748
10.207
0
1.215
1.43
1.489
8.7
9.006
7.803
6.152
11.956
12.097
10.188
11.573
5.619
5.957
6.699
5.965
4.362
6.25
4.754
5.032
6.452
4.783
4.459
5.031
5.337
6.897
7.13
10.202
5.121
5.095
5.673
1.999
3.073
RNA_SAMPLE_00033
SSA_West
West
true
false
Female
44
Tumor
Luminal_A
true
48.89
15,736
10.789
10.992
10.871
8.885
8.129
9.992
8.101
7.444
5.419
8.734
5.838
4.056
2.616
3.298
3.721
6.36
6.52
6.227
6.538
4.945
6.084
5.193
6.388
5.604
4.858
4.562
6.76
5.192
4.428
6.989
11.076
4.907
5.649
3.697
2.503
3.066
RNA_SAMPLE_00034
SSA_West
West
true
false
Female
41
Normal_breast
Normal_like
false
36.12
13,164
10.579
10.197
10.327
5.094
4.216
5.282
5.486
4.417
4.499
4.796
5.82
3.387
1.188
2.067
4.618
4.114
4.712
6.725
5.432
3.067
6.3
5.135
5.332
5.274
4.622
3.728
2.518
4.324
2.618
5.817
9.71
2.959
2.459
3.271
4.363
3.457
RNA_SAMPLE_00035
SSA_West
West
true
false
Female
57
Tumor
Luminal_A
true
63.62
17,081
10.652
10.324
11.857
11.183
10.728
11.126
10.3
6.151
3.857
5.281
8.965
4.892
3.743
1.607
4.262
5.222
6.198
4.388
5.01
6.297
7.235
4.907
4.6
6.421
3.166
3.231
6.266
8.086
5.151
5.63
10.089
4.622
3.587
5.642
3.149
3.293
RNA_SAMPLE_00036
SSA_West
West
true
false
Female
62
Tumor
Luminal_A
true
58.87
18,815
10.448
10.161
11.532
7.801
9.846
9.924
9.885
4.949
5.315
7.458
8.185
2.999
2.383
1.358
4.629
6.5
2.689
3.076
5.637
5.74
5.07
5.47
5.277
5.524
3.489
4.289
5.326
5.242
4.133
5.824
10.642
4.74
4.717
6.005
3.82
4.388
RNA_SAMPLE_00037
SSA_West
West
true
false
Female
49
Tumor
Basal_like
true
78.06
17,071
10.121
10.439
10.987
3.44
0.951
2.255
1.207
8.853
8.838
9.381
7.832
11.07
9.984
9.786
10.271
5.428
6.44
3.889
6.089
5.381
4.455
5.156
6.508
6.573
3.82
4.771
5.001
6.204
6.731
8.027
10.954
5.667
4.771
6.587
2.728
3.359
RNA_SAMPLE_00038
SSA_West
West
true
false
Female
41
Tumor
HER2_enriched
true
59.02
19,390
10.395
11.158
10.657
6.569
7.62
3.995
5.935
7.606
8.946
9.191
11.33
4.374
5.245
3.472
5.4
5.182
6.734
4.682
5.433
4.824
5.232
6.739
6.261
5.068
3.868
5.097
5.336
6.522
5.894
6.328
10.647
4.965
6.279
7.26
3.483
2.933
RNA_SAMPLE_00039
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
69.26
15,669
11.461
10.323
11.784
1.283
2.662
0.44
1.787
7.92
7.558
10.206
4.572
9.618
9.478
11.868
11.721
7.57
5.514
7.65
5.505
4.821
4.871
4.904
5.418
4.745
4.508
1.952
6.728
5.41
5.831
5.855
10.755
5.904
5.368
4.928
3.626
4.436
RNA_SAMPLE_00040
SSA_West
West
true
false
Female
57
Tumor
Luminal_B
true
59.78
15,082
10.349
10.98
10.479
8.141
8.098
9.092
7.466
7.965
8.088
7.55
6.257
5.222
2.401
4.207
4.873
5.659
6.731
4.365
4.709
5.085
8.462
5.957
6.126
6.088
4.371
5.244
4.13
6.277
6.428
7.019
9.075
4.134
4.185
5.418
3.429
2.24
RNA_SAMPLE_00041
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
75.31
17,343
10.762
10.596
11.165
10.389
11.89
8.786
8.454
5.76
7.053
6.072
8.071
3.028
4.798
2.503
4.92
6.869
4.935
5.99
5.768
5.965
6.656
6.376
5.963
6.097
3.158
4.263
4.898
5.982
7.117
5.993
7.996
4.163
5.465
4.569
3.627
2.034
RNA_SAMPLE_00042
SSA_West
West
true
false
Female
56
Tumor
Basal_like
true
63.05
17,518
11.095
10.372
11.09
3.507
0
2.052
0.194
8.14
8.221
8.934
6.178
11.586
10.817
11.308
9.206
7.357
3.004
7.827
7.647
6.175
7.506
3.877
6.201
5.622
4.52
3.253
6.895
6.848
5.81
6.431
8.948
5.184
6.269
6.285
3.615
3.768
RNA_SAMPLE_00043
SSA_West
West
true
false
Female
43
Tumor
Luminal_A
true
67.79
16,227
10.87
11.243
10.01
8.615
8.559
8.214
8.949
5.975
8.012
6.063
5.284
3.699
3.273
2.561
2.794
6.567
4.09
3.834
5.967
4.947
6.897
5.361
5.41
6.208
2.795
4.604
5.634
7.027
5.353
6.177
9.713
5.33
4.799
5.21
4.403
2.771
RNA_SAMPLE_00044
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
53.22
17,743
10.695
9.283
10.167
4.296
6.422
5.406
6.564
5.612
5.607
3.777
5.505
5.14
1.763
3.119
3.925
4.898
6.237
5.529
5.206
5.736
5.688
5.037
4.681
5.891
3.131
3.735
2.843
4.732
5.233
3.064
9.877
2.616
3.86
4.134
3.617
1.527
RNA_SAMPLE_00045
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
59.22
15,054
10.524
10.982
10.318
4.87
5.144
5.989
6.379
6.633
5.403
4.855
5.886
2.334
5.203
3.754
3.226
3.832
5.427
4.519
4.706
3.496
4.609
4.488
5.377
4.759
1.416
3.426
2.546
2.957
5.004
2.311
10.236
2.594
2.44
2.217
4.256
4.345
RNA_SAMPLE_00046
SSA_West
West
true
false
Female
52
Normal_breast
Normal_like
false
36.2
16,380
9.907
10.694
9.91
5.041
4.221
4.971
5.299
3.851
5.314
5.445
7.706
4.614
4.912
1.377
1.15
4.503
6.587
7.274
4.112
4.472
5.49
4.823
4.845
5.571
6.244
4.974
5.869
2.156
5.075
3.05
11.341
4.086
3.483
2.406
3.613
3.678
RNA_SAMPLE_00047
SSA_West
West
true
false
Female
60
Tumor
Luminal_A
true
66.1
17,484
11.41
11.505
10.277
10.475
10.463
9.905
10.942
6.991
5.925
6.358
6.451
2.627
3.398
1.944
4.069
6.904
5.55
6.446
5.655
4.58
7.306
3.32
5.509
4.808
5.724
4.494
8.555
6.036
5.239
4.29
10.885
4.332
4.664
5.982
3.843
2.512
RNA_SAMPLE_00048
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
56.37
14,892
9.672
11.082
11.137
2.357
2.187
1.294
3.468
7.216
8.532
9.161
5.8
10.498
9.877
11.149
9.042
6.156
6.732
5.967
6.305
5.694
3.915
3.999
5.621
4.952
3.807
4.812
5.511
4.087
8.157
7.71
10.958
4.603
5.438
4.485
2.952
2.722
RNA_SAMPLE_00049
SSA_West
West
true
false
Female
57
Normal_breast
Normal_like
false
41.38
15,603
10.371
11.361
10.543
2.952
3.688
7.596
5.141
5.24
5.01
6.416
3.093
5.095
5.012
3.507
3.996
4.429
3.115
5.38
5.047
5.241
5.434
4.456
6.344
5.007
4.288
3.555
5.05
4.104
3.915
5.207
8.622
2.776
2.51
3.299
4.253
3.991
RNA_SAMPLE_00050
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
44.29
14,971
10.662
10.411
11.054
6.112
5.519
3.154
5.282
5.63
4.721
5.303
4.775
3.779
5.181
4.444
1.945
3.142
5.243
5.968
3.139
4.811
7.136
4.758
7.273
4.259
3.218
3.167
2.721
2.309
3.779
4.145
9.427
2.619
4.157
3.777
3.793
4.344
RNA_SAMPLE_00051
SSA_West
West
true
false
Female
53
Tumor
Luminal_A
true
46.91
17,323
10.669
10.513
10.716
9.871
8.686
11.68
10.951
6.112
4.739
4.044
8.805
3.292
4.416
2.362
3.131
5.244
5.741
5.59
4.578
4.661
5.427
3.921
4.759
5.361
4.658
5.653
5.524
6.036
4.133
6.335
9.273
4.753
5.381
5.414
1.837
3.642
RNA_SAMPLE_00052
SSA_West
West
true
false
Female
57
Tumor
Luminal_A
true
59.69
18,520
11.431
11.503
9.988
10.402
8.423
11.301
11.444
7.478
6.075
7.044
6.248
3.517
3.389
1.102
2.529
7.771
5.413
5.66
5.491
5.131
5.532
5.134
3.445
6.208
5.752
3.252
5.587
7.5
5.229
6.388
13.462
5.506
5.055
5.705
3.621
2.47
RNA_SAMPLE_00053
SSA_West
West
true
false
Female
34
Tumor
Basal_like
true
46.11
17,712
11.072
10.551
11.523
3.445
2.775
1.721
0
8.826
7.164
6.643
6.447
11.907
8.159
10.192
10.479
6.008
4.921
7.631
4.949
3.746
4.263
5.933
5.26
4.807
4.775
4.599
4.193
7.018
7.681
6.377
9.812
7.015
4.932
5.367
3.265
3.039
RNA_SAMPLE_00054
SSA_West
West
true
false
Female
46
Tumor
HER2_enriched
true
57.82
17,107
11.484
11.104
10.663
5.136
5.269
6.95
4.407
10.903
8.468
7.121
11.982
4.039
4.497
3.187
4.714
3.877
5.4
5.173
5.498
4.812
5.531
6.299
5.825
6.669
3.851
4.592
6.864
7.652
5.77
7.289
9.314
5.044
5.213
5.863
2.13
2.242
RNA_SAMPLE_00055
SSA_West
West
true
false
Female
45
Tumor
Luminal_A
true
54.84
17,058
10.232
10.832
10.521
10.658
10.063
11.752
10.121
5.282
6.287
6.521
5.891
5.321
3.128
2.726
3.718
4.594
6.466
6.265
5.631
6.032
5.05
4.148
5.207
5.049
2.467
3.348
4.77
4.946
7.333
6.512
10.772
5.408
5.866
5.022
4.213
2.015
RNA_SAMPLE_00056
SSA_West
West
true
false
Female
43
Tumor
Luminal_B
true
59.46
15,770
11.321
10.91
11.293
7.597
8.398
7.216
9.361
7.572
8.756
8.032
5.17
2.008
4.099
4.559
1.34
5.417
4.483
4.39
4.845
5.611
4.864
3.712
5.604
5.184
3.456
4.023
5.652
6.044
5.752
6.165
9.961
5.656
6.268
4.988
2.503
1.851
RNA_SAMPLE_00057
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
65.17
15,917
11.874
12.09
10.593
0.335
2.654
4.099
0.688
10.898
7.151
7.546
6.109
11.72
10.42
11.039
11.825
7.52
5.678
5.437
7.354
5.909
6.03
4.905
6.074
4.515
4.523
4.401
6.619
7.281
5.48
7.177
10.017
4.867
4.443
7.011
2.944
2.716
RNA_SAMPLE_00058
SSA_West
West
true
false
Female
66
Tumor
Luminal_A
true
50.85
18,306
11.206
11.109
10.669
10.751
9.176
10.218
9.946
6.767
4.687
8.37
8.419
2.12
4.193
1.716
3.601
3.304
5.208
5.012
6.657
7.002
7.022
6.542
5.574
5.849
4.645
3.238
7.146
6.69
6.737
3.719
10.362
5.805
4.988
4.599
1.91
1.853
RNA_SAMPLE_00059
SSA_West
West
true
false
Female
40
Tumor
Luminal_A
true
61.23
16,718
10.576
11.464
10.072
9.654
11.694
9.688
10.066
6.325
7.206
4.445
6.597
3.565
2.302
3.912
4.444
5.952
7.279
5.067
5.999
5.928
5.288
6.52
5.759
4.419
4.976
3.851
5.677
5.751
6.735
7.079
9.872
4.827
3.362
4.432
2.243
3.249
RNA_SAMPLE_00060
SSA_West
West
true
false
Female
61
Tumor
Basal_like
true
59.14
15,909
10.776
10.666
9.43
3.108
3.011
1.762
2.353
8.675
7.396
11.164
6.55
11.629
10.159
11.851
8.856
6.055
7.04
5.673
7.211
5.773
5.689
4.852
5.864
7.239
4.458
4.8
7.204
5.356
6.367
6.337
8.3
6.131
4.755
6.044
2.394
4.634
RNA_SAMPLE_00061
SSA_West
West
true
false
Female
31
Normal_breast
Normal_like
false
47.77
17,305
10.414
10.473
11.283
4.582
5.55
6.04
5.904
5.043
4.906
5.846
5.177
4.66
3.97
4.28
4.86
4.49
5.906
4.643
3.399
4.704
4.35
5.338
4.743
5.115
4.713
5.137
4.293
5.086
3.823
2.437
9.057
2.843
3.636
2.846
4.949
5.465
RNA_SAMPLE_00062
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
52.89
19,549
9.883
11.624
10.683
1.767
1.992
1.2
3.502
8.308
8.435
7.621
5.069
9.66
9.579
10.289
9.162
7.895
6.147
6.674
7.162
7.322
6.319
5.277
4.535
5.804
5.256
4.428
6.565
6.713
4.63
6.646
10.586
5.463
6.399
6.426
2.597
3.353
RNA_SAMPLE_00063
SSA_West
West
true
false
Male
52
Tumor
Basal_like
true
60.34
14,565
10.606
10.185
10.767
2.683
1.782
1.1
2.234
11.444
6.828
9.233
5.256
9.989
10.374
10.087
11.222
6.058
4.138
7.58
7.429
4.954
5.545
6.596
6.43
6.722
4.637
4.993
7.909
6.157
6.941
4.353
8.736
5.9
6.022
5.19
2.515
2.716
RNA_SAMPLE_00064
SSA_West
West
true
false
Female
56
Tumor
Luminal_B
true
61.53
14,223
10.933
10.716
10.824
8.876
7.617
7.902
10.523
7.357
8.808
6.918
7.285
3.471
3.655
3.592
5.733
7.427
5.738
5.087
4.171
4.242
6.804
4.178
5.104
5.64
1.959
3.174
4.662
5.334
6.259
7.028
9.469
4.631
4.904
4.356
3.334
3.359
RNA_SAMPLE_00065
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
38.23
17,767
10.764
10.829
11.29
8.214
8.745
9.93
7.679
6.288
7.346
6.897
6.879
3.221
2.987
2.917
3.774
3.949
6.963
4.762
6.058
5.572
4.462
6.663
6.473
4.086
4.234
4.487
3.929
3.879
5.166
4.687
9.165
3.95
4.902
4.286
3.891
3.144
RNA_SAMPLE_00066
SSA_West
West
true
false
Female
59
Tumor
HER2_enriched
true
66.35
14,974
10.386
10.768
10.926
5.352
5.499
5.608
5.702
10.664
8.813
8.54
10.541
3.518
4.744
6.356
4.761
5.844
5.256
4.258
6.437
5.271
5.901
5.639
4.632
5.703
3.138
4.496
6.437
8.041
5.633
5.173
9.669
5.987
3.262
6.2
2.833
2.086
RNA_SAMPLE_00067
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
57.06
16,110
10.087
9.731
11.065
1.441
1.609
2.845
2.056
7.441
9.673
10.484
6.303
9.462
8.733
9.418
10.624
7.726
5.541
5.651
7.321
5.109
7.043
5.367
6.551
5.845
4.936
4.141
6.388
6.919
7.298
7.026
8.586
5.706
4.975
5.063
3.366
4.358
RNA_SAMPLE_00068
SSA_West
West
true
false
Female
45
Tumor
Luminal_A
true
58.14
19,367
10.152
11.316
10.915
10.209
11.383
9.363
11.278
6.292
5.858
5.173
8.385
4.87
2.926
4.155
3.652
5.147
6.465
4.875
3.308
5.734
5.56
4.966
4.697
4.097
3.974
3.512
6.964
6.517
5.515
6.523
9.914
4.784
4.956
6.417
3.515
2.761
RNA_SAMPLE_00069
SSA_West
West
true
false
Female
59
Tumor
HER2_enriched
true
67.15
18,029
10.83
10.536
10.503
4.925
6.18
5.39
5.563
9.124
10.187
8.874
11.695
4.977
6.366
5.465
5.232
6.265
4.571
6.39
5.125
5.855
4.838
6.032
5.362
4.469
4.038
6.285
4.227
6.666
5.489
7.877
10.653
5.649
6.234
5.696
3.005
2.521
RNA_SAMPLE_00070
SSA_West
West
true
false
Female
48
Tumor
Luminal_A
true
57.11
16,443
10.705
9.754
11.215
11.947
9.568
11.175
9.866
5.898
6.118
6.586
6.079
4.227
2.877
2.212
3.476
4.806
5.173
5.446
4.16
6.813
6.231
4.933
5.483
6.072
4.488
5.992
5.761
7.189
4.665
4.819
11.348
4.654
4.066
4.962
4.011
2.389
RNA_SAMPLE_00071
SSA_West
West
true
false
Female
36
Tumor
Basal_like
true
59.67
14,774
10.466
11.199
10.308
0.728
1.224
1.39
2.765
9.38
9.573
9.028
5.18
9.568
11.019
12.407
9.371
5.282
5.164
7.132
6.258
6
5.043
6.056
5.241
4.11
5.131
4.267
6.19
6.781
5.056
6.931
9.523
5.375
6.411
6.014
2.859
2.919
RNA_SAMPLE_00072
SSA_West
West
true
false
Female
38
Tumor
Basal_like
true
39.52
16,013
10.784
10.318
10.037
2.48
3.306
1.279
2.875
9.725
8.023
8.272
7.603
9.16
9.769
12.859
9.817
7.653
5.278
6.438
7.386
5.079
5.59
6.17
4.688
7.516
5.234
3.978
6.265
8.412
6.145
6.028
10.917
4.38
5.437
5.567
2.437
1.748
RNA_SAMPLE_00073
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
60.55
17,825
10.36
10.11
11.328
9.528
8.638
9.921
9.242
9.789
8.664
6.61
6.641
3.267
4.371
3.636
2.647
6.089
6.5
5.397
5.709
4.629
5.03
5.067
6.003
5.73
4.003
3.968
4.032
7.606
3.915
6.422
10.03
4.787
4.993
4.47
3.522
1.949
RNA_SAMPLE_00074
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
62.62
16,186
10.487
10.5
10.617
2.502
1.964
2.933
3.045
9.309
9.683
11.025
4.387
11.791
12.354
11.02
12.785
8.074
5.963
6.04
6.831
4.938
7.94
6.21
5.542
4.231
4.527
3.233
7.26
3.998
7.884
6.076
8.647
5.487
5.513
5.449
4.104
3.305
RNA_SAMPLE_00075
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
66.37
16,701
10.913
10.046
10.829
1.242
3.32
2.076
2.663
9.262
10.806
7.44
5.686
9.348
8.04
9.27
11.906
6.27
6.08
7.074
6.415
6.052
5.791
5.988
5.095
6.442
3.209
4.223
7.597
6.346
6.069
8.788
11.135
5.613
4.724
3.872
3.567
4.013
RNA_SAMPLE_00076
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
63.17
14,947
10.78
10.457
10.781
11.943
10.789
10.576
9.955
6.914
5.777
7.055
6.607
2.513
4.478
0.822
2.846
6.113
6.725
5.972
4.828
5.454
5.762
6.904
6.329
6.335
4.359
3.336
4.594
5.699
6.699
5.498
10.458
4.364
4.488
6.126
3.613
2.755
RNA_SAMPLE_00077
SSA_West
West
true
false
Female
45
Tumor
Luminal_B
true
53.36
18,138
11.138
11.02
10.611
7.905
8.985
10.408
8.091
8.047
9.636
7.696
7.173
2.38
4.748
3.111
2.134
4.546
5.708
3.92
4.114
6.003
5.435
4.677
5.211
7.064
5.454
4.203
6.816
6.121
4.226
4.047
9.273
3.739
5.217
4.56
3.34
3.353
RNA_SAMPLE_00078
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
65.52
15,883
10.958
10.222
11.056
3.223
2.723
1.823
2.567
7.467
7.241
9.467
7.108
9.022
10.518
11.027
9.763
5.961
6.913
6.408
6.413
4.616
5.472
5.142
5.19
5.013
4.275
3.519
6.512
6.135
5.568
4.551
10.758
6.097
4.856
6.045
2.18
2.754
RNA_SAMPLE_00079
SSA_West
West
true
false
Female
57
Tumor
Luminal_A
true
55.76
16,666
11.023
10.499
10.53
10.743
10.062
9.408
10.241
7.493
7.556
5.175
5.525
4.699
3.155
0.86
2.624
5.061
5.187
6.265
4.571
6.342
5.757
4.342
5.212
5.945
4.336
4.641
5.413
6.555
5.602
8.546
8.944
7.158
4.239
6.017
3.662
2.272
RNA_SAMPLE_00080
SSA_West
West
true
false
Female
47
Tumor
Luminal_B
true
64.8
16,405
10.837
10.774
10.525
8.568
9.341
8.096
8.134
8.955
8.428
6.693
6.297
1.436
5.092
4.826
2.693
6.15
7.486
3.961
4.885
4.095
6.354
5.414
5.142
5.705
3.799
3.939
6.275
5.39
5.531
5.843
10.073
5.481
5.467
3.8
4.126
3.047
RNA_SAMPLE_00081
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
47.35
13,915
11.495
11.68
11.433
5.621
5.844
6.991
5.259
5.541
5.227
6.919
6.436
3.334
5.33
3.495
2.845
4.515
4.947
4.015
4.282
3.701
4.26
5.211
5.938
5.823
4.187
2.424
3.139
3.803
4.963
3.443
9.024
4.159
2.412
2.098
4.182
3.96
RNA_SAMPLE_00082
SSA_West
West
true
false
Female
43
Tumor
Luminal_A
true
56
17,000
10.237
10.444
10.682
7.964
10.955
8.627
9.061
7.5
7.069
6.587
5.092
2.773
3.241
3.328
4.87
7.494
6.115
4.966
6.714
4.969
3.139
4.375
3.365
5.155
4.14
2.867
5.146
4.574
5.873
5.147
10.808
5.136
6.284
4.636
4.715
3.002
RNA_SAMPLE_00083
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
55.77
19,890
9.786
10.424
9.867
0.162
0
2.617
0.671
8.745
9.892
9.463
6.214
11.957
12.431
8.998
11.08
6.028
6.153
4.789
5.768
5.12
6.787
4.46
3.353
5.495
3.169
4.174
7.161
6.4
6.069
6.343
10.678
4.576
6.083
4.696
3.482
1.766
RNA_SAMPLE_00084
SSA_West
West
true
false
Female
46
Tumor
Luminal_B
true
64.34
16,877
10.748
11.179
10.289
8.975
9.303
8.701
9.717
8.33
7.42
9.261
7.862
2.989
2.977
3.737
4.537
3.287
4.699
4.923
4.062
4.58
5.624
5.06
5.131
4.259
4.108
2.946
7.459
7.743
5.527
4.878
10.684
5.474
6.5
6.713
1.379
3.927
RNA_SAMPLE_00085
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
58.22
17,658
11.089
11.068
11.2
1.44
1.047
3.187
1.128
10.861
8.236
8.619
5.61
8.651
8.654
11.594
8.436
8.82
6.206
5.271
6.72
3.284
5.2
5.315
4.36
4.931
5.673
4.465
6.899
5.713
5.177
6.259
8.034
4.623
4.498
3.869
3.519
2.896
RNA_SAMPLE_00086
SSA_West
West
true
false
Female
55
Tumor
Luminal_B
true
55.04
17,805
9.878
10.028
11.259
11.281
9.684
9.472
8.418
7.441
8.227
9.373
7.727
5.15
2.901
4.74
3.194
5.64
6.116
4.969
4.483
5.826
5.379
5.623
6.091
6.677
4.897
4.779
5.5
5.653
6.455
5.637
10.36
4.348
6.543
5.155
3.102
2.614
RNA_SAMPLE_00087
SSA_West
West
true
false
Female
45
Tumor
Luminal_A
true
75.3
15,496
10.348
11.127
10.82
9.423
9.452
9.709
10.102
8.054
7.105
7.523
6.366
4.119
1.634
3.719
3.642
7.321
7.058
5.242
4.683
4.789
5.235
6.672
5.873
5.966
5.03
3.405
5.291
6.52
5.221
4.474
9.134
5.843
4.701
5.181
2.174
3.304
RNA_SAMPLE_00088
SSA_West
West
true
false
Male
50
Tumor
Basal_like
true
57.84
17,535
10.461
10.952
10.436
1.92
1.728
2.026
2.279
8.505
8.88
9.186
6.308
10.409
9.436
10.604
11.304
4.967
4.979
5.638
6.108
3.523
6.017
5.336
3.384
4.498
4.029
2.705
7.47
6.687
7.178
5.471
10.329
4.971
5.346
5.782
2.944
3.647
RNA_SAMPLE_00089
SSA_West
West
true
false
Female
55
Tumor
Luminal_A
true
61.11
16,444
11.121
11.227
10.744
11.336
9.765
9.872
10.004
6.37
6.189
5.785
5.806
3.633
4.938
4.477
3.966
6.749
5.519
4.511
5.151
5.445
5.039
6.049
6.342
3.941
4.169
1.687
5.908
5.897
7.776
7.476
10.746
4.232
4.186
4.123
4.221
2.272
RNA_SAMPLE_00090
SSA_West
West
true
false
Female
55
Tumor
Luminal_A
true
56.92
15,920
10.071
10.866
10.777
7.775
8.698
10.255
9.928
6.099
7.106
5.057
6.205
4.122
2.721
3.875
2.125
4.676
3.718
3.443
5.024
5.905
5.397
6.544
5.146
3.592
4.61
3.329
6.126
3.715
5.725
6.703
10.464
4.799
4.959
4.602
2.761
3.501
RNA_SAMPLE_00091
SSA_West
West
true
false
Female
57
Normal_breast
Normal_like
false
44
14,217
9.71
10.823
10.34
4.237
6.322
5.399
4.703
5.838
4.604
3.376
5.904
2.427
7.059
2.9
1.016
6.5
4.689
5.001
5.127
3.726
3.001
6.709
3.544
6.425
4.225
3.909
3.478
6.255
3.253
3.281
10.495
2.418
2.148
2.911
4.508
5.461
RNA_SAMPLE_00092
SSA_West
West
true
false
Female
49
Tumor
Luminal_B
true
76.24
14,787
11.195
10.182
10.207
8.408
8.344
7.878
6.622
9.395
8.847
7.932
6.281
5.421
3.862
3.248
1.966
5.987
5.115
5.71
5.618
6.026
5.65
5.18
5.954
6.31
5.646
3.246
7.062
4.362
6.964
5.359
10.633
6.154
5.143
4.962
2.921
2.624
RNA_SAMPLE_00093
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
69
16,870
9.612
11.142
11.116
2.043
1.212
0.84
1.215
9.199
7.156
9.424
5.873
12.045
11.341
9.632
8.471
5.479
7.681
6.594
6.897
4.934
5.936
4.132
6.342
4.46
2.523
6.336
6.635
6.607
4.63
7.123
10.709
5.341
6.212
6.436
3.421
1.267
RNA_SAMPLE_00094
SSA_West
West
true
false
Female
49
Tumor
Luminal_B
true
50.79
19,024
10.741
10.743
10.284
8.363
10.193
10.498
9.797
8.552
8.627
7.93
6.096
2.296
5.578
3.96
4.572
5.711
5.761
5.845
6.197
4.809
6.564
4.836
5.716
4.435
4.15
3.706
6.024
6.735
6.076
7.961
10.637
4.817
4.931
5.302
3.563
2.013
RNA_SAMPLE_00095
SSA_West
West
true
false
Female
31
Tumor
Luminal_A
true
65.09
15,550
10.97
11.25
10.85
7.674
8.218
10.563
7.546
7.11
7.485
7.635
6.559
4.026
3.751
1.733
4.394
6.89
6.189
4.997
6.24
6.668
6.55
6.424
4.067
5.858
4.881
5.235
6.516
7.552
4.172
6.558
10.383
5.722
6.234
4.289
4.207
3.652
RNA_SAMPLE_00096
SSA_West
West
true
false
Female
34
Tumor
Luminal_B
true
58.5
15,909
10.798
10.843
10.871
8.373
9.609
8.594
10.217
9.71
7.187
8.06
8.272
4.331
2.377
5.038
3.273
5.7
4.506
6.295
5.079
6.31
5.307
5.067
5.871
4.533
5.918
4.467
5.434
5.601
6.018
6.996
9.284
4.705
4.96
6.234
3.799
4.272
RNA_SAMPLE_00097
SSA_West
West
true
false
Female
35
Tumor
Luminal_A
true
60.25
18,719
11.334
11.048
11.088
9.405
11.828
9.755
10.56
7.177
5.129
6.449
7.003
3.364
3.453
5.291
2.507
4.231
4.914
6.244
6.342
6.045
6.321
5.73
5.034
4.649
3.164
4.096
6.788
6.237
6.023
4.945
12.063
4.34
5.096
5.802
3.034
2.354
RNA_SAMPLE_00098
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
56.47
13,392
11.371
10.641
10.373
4.084
4.348
5.448
7.393
5.233
5.347
5.386
7.364
2.97
5.379
3.022
2.656
4.72
4.715
5.362
2.476
5.133
4.461
4.348
3.834
4.672
3.335
3.416
2.361
4.098
3.208
2.365
9.561
2.381
3.033
2.551
2.84
3.289
RNA_SAMPLE_00099
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
46.19
18,364
11.349
11.409
10.405
11.297
10.407
9.178
9.371
6.328
6.602
6.863
6.798
3.082
5.123
3.363
3.295
5.283
5.387
4.138
4.497
7.701
4.015
5.745
5.808
6.411
4.63
6.002
6.24
7.348
7.04
7.542
10.02
5.318
4.705
5.128
3.172
1.338
RNA_SAMPLE_00100
SSA_West
West
true
false
Female
40
Tumor
HER2_enriched
true
58.85
18,067
10.025
10.207
11.278
7.343
5.379
6.174
5.922
9.677
7.967
8.121
13.141
3.796
4.402
5.159
6.829
4.807
5.289
6.593
6.747
5.69
5.395
5.617
4.143
5.591
5.634
3.112
5.716
6.103
6.166
8.341
9.254
4.595
6.117
4.983
3.63
2.842