GENE
stringlengths
1
15
WT_1
float64
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78
LKB1_KO
float64
-52.01
78
PTEN_KO
float64
-52.01
78
VHL_KO
float64
-52.01
78
WT_2
float64
-52.01
78
CDH1_KO
float64
-52.01
78
NF2_KO
float64
-52.01
78
BAP1_KO
float64
-52.01
78
WT_3
float64
-52.01
78
ARID1A_KD
float64
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PBRM1_KO
float64
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WT_4
float64
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78
KEAP1_KO
float64
-52.01
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NF1_KO
float64
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78
RB1_KO
float64
-52.01
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TP53_KO
float64
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TP53BP1_KO
float64
-52.01
78
ZNF430
-3.2
-4.933
-5.019
-6.359
-3.355
-5.736
-6.452
-2.895
-5.443
-2.117
-2.781
-4.507
-7.283
-6.44
-3.693
-2.773
-5.994
ZNF431
-9.24
-3.977
-4.605
-3.954
-4.301
-6.17
-11.671
-4.527
-1.604
-4.969
-2.093
-5.505
-4.85
-10.516
-7.814
-7.401
-7.007
ZNF432
-12.328
-22.517
-25.516
-25.61
-13.63
-19.254
-17.996
-14.081
-10.539
-16.518
-20.16
-19.072
-16.347
-20.114
-13.953
-17.165
-12.778
ZNF433
-17.824
-23.63
-20.795
-23.275
-21.656
-18.596
-24.457
-19.051
-17.966
-13.262
-10.573
-17.889
-20.172
-26.922
-12.511
-20.621
-13.44
ZNF436
-17.768
-21.208
-23.021
-14.731
-19.23
-17.374
-14.842
-21.851
-14.91
-19.717
-20.49
-17
-15.656
-12.661
-21.896
-15.45
-19.849
ZNF438
-5.948
-5.709
-10.868
-8.352
-7.095
-11.562
-17.168
-11.85
-10.663
-5.01
-7.474
-9.682
-13.972
-3.907
-8.106
-3.197
-11.612
ZNF439
-19.598
-26.333
-17.851
-17.848
-19.095
-20.164
-20.916
-23.652
-21.155
-18.162
-23.514
-24.958
-21.013
-27.926
-15.59
-14.47
-26.598
ZNF44
-26.576
-27.481
-15.097
-18.986
-25.443
-23.503
-18.737
-12.648
-17.701
-17.394
-21.088
-26.554
-13.487
-16.48
-14.018
-11.175
-26.247
ZNF440
-19.777
-25.103
-18.954
-23.636
-21.966
-27.69
-25.019
-22.26
-21.97
-17.083
-24.202
-18.926
-25.176
-30.597
-18.983
-22.572
-25.181
ZNF441
-13.262
-17.24
-16.421
-22.661
-16.723
-18.692
-23.318
-17.72
-14.993
-16.157
-14.168
-14.209
-9.757
-16.437
-9.061
-24.022
-19.303
ZNF442
-6.052
-10.976
-4.785
-11.163
-6.536
-5.723
-14.369
-8.71
-4.732
-5.94
-9.714
-8.499
-8.207
-6.942
-9.252
-7.122
-4.651
ZNF443
-7.564
-8.709
-5.9
-8.152
-7.569
-6.927
-4.605
-7.196
-6.725
-5.253
-9.352
-4.618
-5.894
-3.255
-6.211
-9.647
-6.432
ZNF444
-15.492
-9.718
-11.06
-19.122
-20.304
-20.82
-18.315
-15.026
-9.894
-15.257
-13.224
-15.867
-17.192
-23.383
-17.288
-18.254
-16.619
ZNF445
-16.392
-23.722
-14.805
-6.988
-11.484
-16.701
-14.853
-10.017
-13.026
-14.22
-13.837
-17.362
-8.575
-16.876
-19.401
-21.37
-11.263
ZNF446
-5.318
-13.82
-4.581
-11.678
-4.169
-12.197
-7.722
-3.441
-4.151
-12.894
-2.27
8.76
-9.191
-11.819
-3.747
-13.859
-14.564
ZNF449
-13.002
-11.14
-19.095
-15.004
-13.518
-10.779
-16.465
-9.807
-14.76
-9.036
-11.721
-13.994
-17.889
-11.923
-20.737
-13.817
-15.425
ZNF45
-6.204
-18.879
-8.311
-19.97
-16.862
-16.92
-11.549
-11.64
-9.029
-18.96
-18.027
-18.838
-11.35
-13.428
-4.024
-14.369
-18.529
ZNF451
-11.633
-14.07
-15.051
6.151
-7.177
-9.206
-13.776
-12.442
-10.278
-18.511
-14.479
-13.224
-7.091
-12.879
-16.186
-10.352
-11.928
ZNF454
-20.266
-11.214
-9.815
-6.293
-12.836
-14.934
-14.945
-14.502
-13.348
-10.81
-8.952
-20.326
-13.892
-16.147
-10.943
-7.496
-16.458
ZNF460
-17.965
-18.845
-11.811
-23.479
-13.073
-18.457
-19.794
-15.003
-15.683
-16.745
-13.105
-13.605
-13.233
-24.492
-21.092
-17.957
-15.881
ZNF461
-23.21
-19.668
-21.348
-30.426
-20.188
-25.287
-21.144
-22.181
-21.808
-24.775
-20.232
-19.287
-11.867
-15.527
-15.123
-19.144
-15.72
ZNF462
-4.647
-10.33
-7.179
-2.809
-7.662
-11.188
2.465
-10.048
-13.888
-8.332
-4.444
-16.586
-11.88
-9.482
-15.396
-4.086
-5.253
ZNF467
-8.9
-13.115
-13.501
-13.851
-9.981
-10.556
-13.906
-16.831
-13.937
-10.892
-13.522
-17.578
-13.737
-15.079
-22.588
-1.398
-12.131
ZNF468
-5.92
-6.253
-6.373
-8.376
-6.96
-6.293
-7.179
-9.631
-4.842
-4.269
-7.297
-9.494
-7.736
-7.031
-6.395
-10.033
-3.436
ZNF469
-17.636
-18.081
-11.013
-12.125
-13.283
-17.189
-15.282
-13.391
-6.576
-13.432
-9.081
-11.409
-10.465
-13.926
-12.258
-15.634
-11.667
ZNF470
-18.928
-18.284
-14.454
-14.574
-14.963
-18.267
-18.714
-17.181
-10.409
-16.353
-12.928
-5.352
-9.93
-20.019
-25.923
-18.099
-12.237
ZNF471
-28.112
-18.101
-20.849
-26.086
-22.661
-20.285
-23.354
-25.176
-19.844
-22.694
-22.019
-22.311
-27.396
-17.236
-24.116
-23.182
-21.207
ZNF473
-10.668
-13.083
-17.487
-26.615
-13.286
-14.864
-10.225
-18.828
-19.675
-10.676
-11.659
-13.694
-18.626
-24.022
-11.61
-18.035
-14.231
ZNF474
-19.528
-21.756
-15.328
-9.84
-13.98
-17.433
-3.002
-17.748
-17.955
-18.821
-23.495
-17.526
-11.122
-9.382
-11.72
-14.9
-12.442
ZNF479
5.786
-1.077
-4.165
-1.017
-1.673
-1.145
-4.663
0.453
-0.122
0.723
1.065
-6.113
-3.369
-3.715
-3.841
-2.827
0.563
ZNF48
-17.242
-12.659
-20.667
-16.932
-13.921
-22.003
-14.909
-17.738
-13.483
-13.654
-8.576
-26.721
-14.258
-6.308
-20.842
-18.863
-18.907
ZNF480
-27.749
-31.896
-21.506
-31.073
-24.567
-24.339
-29.449
-20.032
-27.704
-29.087
-23.237
-18.514
-22.411
-25.838
-26.877
-22.996
-21.905
ZNF483
-19.804
-17.379
-21.519
-15.634
-17.862
-20.338
-24.06
-15.536
-14.363
-17
-16.656
-14.266
-14.966
-16.087
-26.375
-17.526
-15.063
ZNF484
-12.914
-9.404
-19.761
-16.001
-16.68
-7.245
-18.13
-21.971
-11.164
-15.068
-11.204
-14.175
-4.55
-17.842
-7.698
-10.009
-19.364
ZNF485
-13.05
-19.07
-18.014
-14.277
-17.45
-13.063
-18.593
-13.262
-11.201
-10.728
-16.279
-11.585
-13.37
-12.956
-9.432
-6.7
-17.739
ZNF486
-11.54
-14.521
-8.465
-16.172
-11.913
-11.947
-10.092
-11.373
-9.357
-11.644
-4.258
-13.68
-13.43
-10.77
-12.595
-14.822
-13.664
ZNF487
1.907
4.549
1.898
0.625
1.198
0.272
-4.647
3.393
3.079
1.173
1.783
-1.372
-0.993
-3.782
-0.582
3.092
-1.914
ZNF488
-9.802
-9.394
-11.378
-10.636
-6.283
-13.078
-11.71
-10.441
-13.002
-5.673
-11.696
-14.285
-18.025
-16.095
-18.018
-13.605
-17.444
ZNF490
-19.517
-10.055
-11.844
-22.289
-22.447
-17.226
-19.675
-10.163
-15.308
-7.187
-20.541
-5.855
-13.837
-11.756
-11.663
-19.344
-16.721
ZNF491
-28.635
-23.192
-21.486
-25.59
-19.932
-28.54
-26.158
-26.804
-21.472
-24.603
-18.268
-24.802
-20.178
-26.721
-22.248
-21.004
-23.479
ZNF493
-22.193
-27.208
-17.623
-25.981
-17.548
-17.906
-18.672
-29.813
-22.991
-16.901
-17.566
-18.069
-18.145
-14.655
-14.592
-26.482
-21.464
ZNF496
-23.476
-25.549
-20.591
-22.396
-22.405
-21.16
-31.479
-29.034
-24.003
-21.67
-22.002
-15.911
-23.231
-16.37
-23.25
-23.422
-21.154
ZNF497
-1.755
-6.536
-3.358
-12.139
-3.782
-7.998
-5.648
3.553
1.237
-4.291
-6.846
-7.709
-4.803
-7.503
-4.73
-2.319
-8.313
ZNF500
-11.485
-2.642
-5.727
-13.771
-10.312
-16.536
-14.264
-5.439
-6.805
-3.268
-10.008
-16.263
-13.105
-4.374
-8.516
-9.413
-13.697
ZNF501
-13.944
-14.012
-12.507
-15.48
-14.417
-13.558
-15.422
-13.032
-12.623
-12.321
-11.763
-13.096
-10.172
-23.357
-10.74
-14.813
-12.532
ZNF502
-26.119
-27.308
-21.083
-23.883
-21.75
-23.268
-16.322
-18.891
-28.649
-18.52
-25.349
-19.672
-24.924
-24.186
-23.318
-24.764
-20.297
ZNF503
-8.075
-11.319
-5.981
-6.055
-7.734
-8.94
-14.219
-0.91
-6.452
-4.876
-7.962
-10.522
-6.76
-16.831
-11.841
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ZNF506
-17.991
-21.129
-15.537
-21.022
-19.456
-19.46
-20.618
-17.99
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-22.497
-15.142
-16.858
-16.568
-13.558
-19.578
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ZNF507
-13.819
-9.265
-10.649
-21.707
-16.359
-23.387
-26.298
-11.082
-2.65
-13.544
-15.772
-2.505
-11.685
0.131
-15.191
-10.016
-23.487
ZNF510
-19.725
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-17.305
-10.9
-9.857
-15.596
-12.618
-11.557
-12.723
-13.072
-13.632
-17.038
-5.466
-9.998
-9.179
-5.774
-13.166
ZNF511
-10.011
-13.831
-5.671
-14.951
-3.106
1.157
-6.975
-9.49
-7.42
-3.555
-2.441
0.279
-5.434
-13.757
-12.749
-12.669
-6.962
ZNF512
-21.614
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-22.14
-18.151
-23.768
-18.515
-17.529
-24.084
-19.939
-14.624
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-14.021
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ZNF512B
-25.024
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-9.583
-22.913
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-26.057
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-25.817
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ZNF513
-8.989
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-4.244
3.274
-7.373
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5.98
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-12.844
-7.212
-4.725
-3.586
-12.469
2.644
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-6.506
ZNF514
-13.029
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-13.099
-15.952
-18.016
-16.049
-18.899
-17.032
-11.145
-19.237
-16.908
-9.192
-19.799
-18.413
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ZNF516
-18.079
-19.398
-25.089
-10.705
-15.648
-18.364
-22.606
-12.537
-22.003
-15.562
-20.018
-19.962
-19.284
-21.716
-20.547
-17.647
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ZNF517
-5.514
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-6.224
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-12.077
-17.795
-9.558
-8.144
-17.761
-12.513
-14.813
-11.219
-13.299
-8.815
-13.924
-13.712
-18.342
ZNF518B
-25.605
-23.402
-21.441
-23.954
-30.353
-25.728
-30.711
-32.247
-27.554
-23.952
-24.497
-23.072
-19.74
-21.285
-21.288
-19.319
-25.131
ZNF519
-5.323
-7.898
-10.41
-6.514
-7.185
-3.361
-3.143
-6.563
-5.709
-3.114
-1.867
-8.378
-5.372
-5.388
-7
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-6.154
ZNF521
-17.572
-15.535
-17.246
-14.667
-8.091
-14.91
-19.54
-7.087
-9.151
-12.168
-11.554
-23.174
-14.407
-20.505
-14.207
-21.669
-10.944
ZNF524
-12.135
-22.37
-15.245
-23.07
-15.364
-20.04
-24.889
-18.824
-13.741
-16.063
-15.571
-19.786
-16.801
-13.787
-14.325
-25.634
-21.946
ZNF525
-3.091
-4.862
-4.373
-6.379
-5.122
-4.623
-6.744
4.652
-1.294
-3.682
-3.387
-5.285
-3.517
0.216
-6.508
-7.209
-3.624
ZNF526
-12.657
-16.108
-7.913
-20.853
-8.314
-18.868
-21.335
-11.451
-14.002
-14.869
-12.665
-14.159
-4.486
-16.52
-11.705
-18.562
-10.684
ZNF527
-16.809
-19.204
-14.732
-25.525
-18.941
-19.493
-18.331
-10.834
-12.191
-11.108
-11.268
-14.705
-16.171
-11.566
-12.347
-25.283
-17.46
ZNF528
-18.702
-17.898
-23.07
-26.408
-23.691
-21.111
-24.938
-19.25
-19.188
-15.856
-19.914
-17.479
-16.487
-24.304
-20.153
-19.218
-22.286
ZNF529
-17.599
-21.404
-13.058
-24.272
-17.735
-18.937
-20.858
-15.36
-9.711
-20.508
-10.654
-18.001
-18.868
-23.456
-17.118
-18.018
-16.819
ZNF530
-27.955
-19.353
-22.55
-31.251
-24.538
-26.998
-16.873
-22.144
-22.027
-16.545
-22.585
-22.308
-14.674
-21.034
-19.945
-24.749
-19.068
ZNF532
-7.085
-7.662
-3.134
-10.41
-2.629
-14.841
-10.232
-12.655
-12.074
-14.753
-15.755
-2.438
-6.696
-11.538
-4.564
-6.074
-7.925
ZNF534
-23.986
-22.598
-21.55
-22.405
-21.304
-25.658
-24.149
-24.942
-21.16
-26.07
-24.613
-19.451
-18.309
-27.681
-26.637
-25.847
-27.69
ZNF536
-14.165
-5.673
-16.483
-32.139
-20.282
-22.409
-15.628
-15.418
-16.474
-19.224
-16.842
-24.764
-20.113
-17.578
-11.154
-27.778
-20.006
ZNF540
-10.933
-18.744
-10.434
-16.059
-11.564
-10.171
-17.237
-0.892
-10.285
-16.781
-8.905
-14.177
-8.822
-19.617
-4.887
-20.557
-8.606
ZNF541
-13.891
-15.402
-11.184
-21.221
-21.912
-14.127
-16.997
-10.406
-15.874
-15.923
-11.654
-12.308
-11.597
-17.111
-11.037
-17.003
-13.71
ZNF543
-16.604
-20.172
-10.579
-19.448
-12.561
-12.238
-16.396
-12.387
-16.302
-10.698
-22.783
-17.363
-3.991
-14.375
-6.113
-20.352
-18.494
ZNF544
-14.85
-25.507
-21.426
-23.389
-21.071
-26.965
-21.912
-18.405
-22.604
-19.29
-23.025
-18.737
-13.528
-16.701
-18.529
-22.338
-19.374
ZNF546
-12.141
-24.099
-10.691
-28.506
-15.222
-18.889
-19.784
-14.454
-13.986
-15.214
-16.918
-11.13
-12.231
-21.568
-16.092
-20.565
-15.512
ZNF547
-28.96
-26.915
-28.553
-28.891
-20.867
-20.805
-25.468
-25.621
-26.776
-25.525
-25.734
-27.381
-17.929
-20.734
-18.717
-16.382
-30.353
ZNF548
-18.274
-15.065
-16.145
-15.815
-22.427
-14.262
-19.228
-20.322
-17.129
-25.389
-12.063
-13.887
-12.253
-15.877
-20.053
-13.228
-24.889
ZNF549
-13.395
-20.283
-13.739
-24.29
-19.954
-16.821
-27.538
-13.17
-17.536
-18.469
-17.13
-10.355
-15.68
-10.712
-11.288
-23.387
-22.016
ZNF550
-19.135
-13.553
-14.732
-22.393
-14.297
-19.814
-18.182
-16.766
-19.332
-15.669
-20.798
-16.91
-7.853
-23.657
-24.072
-16.434
-12.82
ZNF551
-11.767
-14.798
-8.784
-17.682
-17.525
-14.501
-13.44
-10.554
-10.625
-12.474
-14.452
-13.007
-11.913
-14.692
-5.769
-13.513
-17.777
ZNF552
-28.793
-22.338
-21.418
-32.199
-27.34
-26.721
-20.377
-27.301
-23.933
-23.222
-20.979
-19.429
-15.895
-29.182
-20.764
-24.281
-19.125
ZNF554
-17.453
-12.957
-11.182
-20.049
-9.878
-14.621
-19.542
-13.677
-12.734
-9.66
-9.877
-8.009
-10.018
-7.635
-12.781
-15.506
-6.121
ZNF555
-10.938
-17.204
-10.878
-12.371
-19.645
-21.95
-18.49
-16.023
-14.956
-16.247
-12.607
-16.757
-22.733
-23.453
-16.404
-17.557
-16.785
ZNF556
-12.473
-3.494
-8.067
-8.188
-13.449
-21.267
-16.784
-12.564
-20.176
-17.666
-2.434
-6.716
-20.956
-11.523
-25.565
-5.069
-21.384
ZNF557
-9.65
-11.821
-5.955
-20.419
-12.164
-13.305
-18.237
-12.594
-14.894
-10.645
-4.411
-7.868
-10.319
-19.417
-11.397
-17.327
-8.756
ZNF558
-16.704
-15.242
-22.657
-22.04
-19.187
-16.464
-21.199
-19.046
-15.335
-17.398
-9.318
-27.588
-17.243
-18.874
-19.818
-13.136
-20.837
ZNF559
-24.245
-16.58
-15.831
-17.865
-21.487
-18.436
-19.179
-13.716
-21.217
-16.034
-12.072
-11.763
-15.974
-20.203
-18.899
-23.048
-27.514
ZNF560
-20.196
-14.965
-17.092
-24.048
-14.288
-25.192
-19.258
-18.307
-15.789
-20.685
-16.735
-18.534
-12.502
-14.179
-8.239
-13.373
-20.08
ZNF561
-17.291
-19.743
-20.429
-21.571
-14.686
-24.054
-27.846
-18.451
-21.189
-20.21
-19.001
-18.582
-21.458
-14.436
-12.42
-23.453
-22.655
ZNF562
-13.438
-15.185
-17.45
-22.694
-17.481
-18.582
-22.651
-15.52
-10.201
-18.344
-16.212
-13.967
-9.845
-18.639
-11.029
-13.916
-17.324
ZNF563
-17.668
-20.185
-19.521
-23.872
-15.705
-20.323
-25.728
-16.84
-18.451
-17.633
-20.697
-22.868
-14.555
-25.103
-14.894
-19.618
-20.245
ZNF564
-13.018
-18.037
-22.811
-27.199
-22.749
-17.903
-18.92
-17.651
-17.601
-21.301
-18.389
-17.137
-13.111
-14.885
-22.015
-18.394
-28
ZNF565
-12.202
-17.343
-6.379
-23.31
-17.791
-18.651
-20.016
-8.902
-12.741
-12.708
-15.21
-12.715
-10.696
-15.035
-9.492
-19.587
-15.571
ZNF566
-14.139
-16.846
-12.665
-20.918
-17.914
-15.94
-21.951
-13.387
-4.839
-10.441
-0.769
-21.902
-3.932
-18.489
-10.321
-14.941
-15.846
ZNF567
-25.977
-27.01
-21.87
-23.389
-22.813
-23.927
-24.243
-15.099
-24.123
-23.947
-17.717
-21.409
-27.301
-18.071
-6.971
-21.071
-20.786
ZNF568
-13.315
-18.169
-12.971
-17.331
-8.494
-17.323
-25.422
-8.814
-10.327
-16.708
-5.299
-10.684
-14.467
-14.478
-11.204
-25.153
-14.789
ZNF569
-12.197
-13.44
-8.564
-18.344
-8.941
-18.593
-18.656
-7.818
-10.096
-7.177
-8.029
-18.912
-10.545
-19.226
-11.146
-24.3
-12.154
ZNF57
-19.24
-17.087
-22.248
-19.668
-25.683
-25.972
-29.346
-28.169
-19.857
-16.551
-20.014
-19.332
-17.432
-21.472
-17.072
-23.457
-25.162
ZNF570
-23.659
-26.201
-18.019
-19.985
-26.628
-26.333
-26.322
-26.713
-18.038
-25.477
-17.941
-26.655
-25.298
-23.301
-11.899
-23.607
-16.151
ZNF571
-10.21
-21.461
-16.33
-24.248
-19.364
-20.696
-26.074
-8.963
-16.553
-11.812
-5.488
-13.039
-13.124
-16.048
-11.172
-19.235
-15.434