mrna
Brain mRNA expression retrieved from the TCGA
Bundled with NoRCE · exported, loads via data()
Class
data.frame
Dimensions
527 × 150
Missing
0
Format
rda · bzip2
version 2 · 554 KB
File
data/mrna.rda
Fingerprint
d38ef0bc
Format documented
Yes
Source
https://www.gencodegenes.org/
About this object
Equal-length columns presented as a table, R's standard rectangular format. R object catalogue
Columns
Column
Type
Distinct
Missing
Summary
numeric527016.3086 – 22.4667mean 18.85
Min.
16.3086
1st Qu.
18.302
Median
18.7478
Mean
18.8518
3rd Qu.
19.3553
Max.
22.4667
Std. dev
0.7847
Skewness
0.7551
Kurtosis
1.365
Outliers
71 low · 6 high
numeric4900-2 – 14.945mean 11.57
Min.
-2
1st Qu.
11.5801
Median
12.4692
Mean
11.5678
3rd Qu.
13.2286
Max.
14.945
Std. dev
3.7185
Skewness
-3.065
Kurtosis
8.48
Outliers
3434 low · 0 high
numeric527012.3075 – 20.0151mean 15.94
Min.
12.3075
1st Qu.
15.4075
Median
15.929
Mean
15.9437
3rd Qu.
16.4956
Max.
20.0151
Std. dev
0.8786
Skewness
0.2667
Kurtosis
1.959
Outliers
103 low · 7 high
numeric526012.913 – 18.471mean 15.24
Min.
12.913
1st Qu.
14.6919
Median
15.2373
Mean
15.2403
3rd Qu.
15.7556
Max.
18.471
Std. dev
0.8036
Skewness
0.1172
Kurtosis
0.426
Outliers
52 low · 3 high
numeric5260-2 – 13.188mean 10.5
Min.
-2
1st Qu.
9.9469
Median
10.6218
Mean
10.5007
3rd Qu.
11.2638
Max.
13.188
Std. dev
1.1522
Skewness
-2.861
Kurtosis
25.81
Outliers
1010 low · 0 high
numeric4270-2 – 21.9078mean 8.823
Min.
-2
1st Qu.
8.6972
Median
10.1176
Mean
8.8232
3rd Qu.
11.8774
Max.
21.9078
Std. dev
5.6916
Skewness
-0.9092
Kurtosis
0.0113
Outliers
11799 low · 18 high
numeric52608.9098 – 18.0782mean 12.71
Min.
8.9098
1st Qu.
11.6684
Median
12.3623
Mean
12.7082
3rd Qu.
13.3146
Max.
18.0782
Std. dev
1.6728
Skewness
0.9466
Kurtosis
0.6455
Outliers
461 low · 45 high
numeric527013.726 – 22.3331mean 18.31
Min.
13.726
1st Qu.
17.5569
Median
18.2106
Mean
18.3059
3rd Qu.
19.0117
Max.
22.3331
Std. dev
1.0789
Skewness
0.2285
Kurtosis
0.9411
Outliers
72 low · 5 high
numeric527013.5044 – 24.8241mean 18.52
Min.
13.5044
1st Qu.
17.2089
Median
18.4396
Mean
18.5193
3rd Qu.
19.9092
Max.
24.8241
Std. dev
1.9038
Skewness
0.1895
Kurtosis
-0.0856
Outliers
40 low · 4 high
numeric527011.3133 – 20.9782mean 17.34
Min.
11.3133
1st Qu.
16.2188
Median
17.536
Mean
17.3441
3rd Qu.
18.7173
Max.
20.9782
Std. dev
1.9124
Skewness
-0.5785
Kurtosis
0.0849
Outliers
1010 low · 0 high
numeric4680-2 – 16.4625mean 8.297
Min.
-2
1st Qu.
6.627
Median
8.9971
Mean
8.2972
3rd Qu.
11.1944
Max.
16.4625
Std. dev
4.4621
Skewness
-1.068
Kurtosis
0.6779
Outliers
6060 low · 0 high
numeric527011.626 – 16.7875mean 13.79
Min.
11.626
1st Qu.
13.1628
Median
13.6177
Mean
13.7883
3rd Qu.
14.2794
Max.
16.7875
Std. dev
0.9476
Skewness
0.5364
Kurtosis
-0.0861
Outliers
110 low · 11 high
numeric527013.0196 – 19.1554mean 16.61
Min.
13.0196
1st Qu.
16.1937
Median
16.6516
Mean
16.607
3rd Qu.
17.1154
Max.
19.1554
Std. dev
0.8449
Skewness
-0.7002
Kurtosis
2.249
Outliers
2216 low · 6 high
numeric52708.9109 – 14.3669mean 11.71
Min.
8.9109
1st Qu.
11.0535
Median
11.6604
Mean
11.7121
3rd Qu.
12.3512
Max.
14.3669
Std. dev
1.0002
Skewness
0.0567
Kurtosis
-0.1161
Outliers
21 low · 1 high
numeric527011.9485 – 18.484mean 14.45
Min.
11.9485
1st Qu.
13.8676
Median
14.3863
Mean
14.4531
3rd Qu.
14.9505
Max.
18.484
Std. dev
0.8515
Skewness
0.6616
Kurtosis
1.555
Outliers
71 low · 6 high
numeric52708.888 – 16.5926mean 13.66
Min.
8.888
1st Qu.
12.9615
Median
13.7249
Mean
13.6597
3rd Qu.
14.3314
Max.
16.5926
Std. dev
1.0307
Skewness
-0.2245
Kurtosis
0.6825
Outliers
52 low · 3 high
numeric527017.4339 – 23.3369mean 19.4
Min.
17.4339
1st Qu.
18.8913
Median
19.3578
Mean
19.4018
3rd Qu.
19.8467
Max.
23.3369
Std. dev
0.7524
Skewness
0.6332
Kurtosis
1.394
Outliers
61 low · 5 high
numeric4350-2 – 18.4286mean 11.77
Min.
-2
1st Qu.
12.5251
Median
14.0934
Mean
11.7738
3rd Qu.
15.2743
Max.
18.4286
Std. dev
6.267
Skewness
-1.626
Kurtosis
0.9386
Outliers
8787 low · 0 high
numeric52709.1623 – 15.8389mean 12.98
Min.
9.1623
1st Qu.
12.3382
Median
13.1223
Mean
12.9828
3rd Qu.
13.6933
Max.
15.8389
Std. dev
1.027
Skewness
-0.5097
Kurtosis
0.386
Outliers
76 low · 1 high
numeric527010.0809 – 18.8879mean 15.5
Min.
10.0809
1st Qu.
14.7942
Median
15.6757
Mean
15.4976
3rd Qu.
16.3739
Max.
18.8879
Std. dev
1.3477
Skewness
-0.8055
Kurtosis
1.375
Outliers
2018 low · 2 high
numeric527012.2401 – 20.1999mean 18.15
Min.
12.2401
1st Qu.
17.7403
Median
18.2692
Mean
18.1506
3rd Qu.
18.7342
Max.
20.1999
Std. dev
1.009
Skewness
-1.592
Kurtosis
5.486
Outliers
2222 low · 0 high
numeric527012.1 – 20.1969mean 15.4
Min.
12.1
1st Qu.
14.6295
Median
15.3622
Mean
15.3986
3rd Qu.
16.094
Max.
20.1969
Std. dev
1.0925
Skewness
0.2958
Kurtosis
0.5913
Outliers
52 low · 3 high
numeric527011.3584 – 15.3319mean 13.64
Min.
11.3584
1st Qu.
13.2608
Median
13.6716
Mean
13.6449
3rd Qu.
14.1036
Max.
15.3319
Std. dev
0.6871
Skewness
-0.5455
Kurtosis
0.6267
Outliers
1414 low · 0 high
numeric527011.6716 – 19.2506mean 17.09
Min.
11.6716
1st Qu.
16.5776
Median
17.2261
Mean
17.0913
3rd Qu.
17.7337
Max.
19.2506
Std. dev
0.9669
Skewness
-0.976
Kurtosis
2.268
Outliers
1313 low · 0 high
numeric527011.9778 – 17.0323mean 14.84
Min.
11.9778
1st Qu.
14.3661
Median
14.8421
Mean
14.844
3rd Qu.
15.3469
Max.
17.0323
Std. dev
0.7642
Skewness
-0.1065
Kurtosis
0.4579
Outliers
65 low · 1 high
numeric527013.6733 – 17.8226mean 16.14
Min.
13.6733
1st Qu.
15.6263
Median
16.1999
Mean
16.135
3rd Qu.
16.7013
Max.
17.8226
Std. dev
0.743
Skewness
-0.4197
Kurtosis
-0.1502
Outliers
33 low · 0 high
numeric4390-2 – 17.6139mean 6.773
Min.
-2
1st Qu.
5.9679
Median
7.5072
Mean
6.773
3rd Qu.
9.0543
Max.
17.6139
Std. dev
4.487
Skewness
-0.7436
Kurtosis
0.1939
Outliers
10687 low · 19 high
numeric5230-2 – 18.8895mean 11.1
Min.
-2
1st Qu.
9.8668
Median
11.1402
Mean
11.1043
3rd Qu.
12.3027
Max.
18.8895
Std. dev
2.1001
Skewness
-1.104
Kurtosis
7.763
Outliers
75 low · 2 high
numeric527011.8037 – 17.8579mean 15.08
Min.
11.8037
1st Qu.
14.4343
Median
15.1946
Mean
15.0778
3rd Qu.
15.7824
Max.
17.8579
Std. dev
1.0357
Skewness
-0.4219
Kurtosis
0.1292
Outliers
65 low · 1 high
numeric527012.6895 – 19.3176mean 17.76
Min.
12.6895
1st Qu.
17.4611
Median
17.9308
Mean
17.7642
3rd Qu.
18.3065
Max.
19.3176
Std. dev
0.8806
Skewness
-2.268
Kurtosis
8.088
Outliers
2424 low · 0 high
numeric5180-2 – 15.319mean 11.56
Min.
-2
1st Qu.
11.0376
Median
11.9101
Mean
11.5568
3rd Qu.
12.5561
Max.
15.319
Std. dev
2.1118
Skewness
-4.487
Kurtosis
26.26
Outliers
1411 low · 3 high
numeric527011.0667 – 18.4793mean 14.41
Min.
11.0667
1st Qu.
13.5147
Median
14.2603
Mean
14.4108
3rd Qu.
15.1605
Max.
18.4793
Std. dev
1.2961
Skewness
0.5227
Kurtosis
0.1731
Outliers
80 low · 8 high
numeric5210-2 – 17.9108mean 12.72
Min.
-2
1st Qu.
11.5582
Median
13.2566
Mean
12.7162
3rd Qu.
14.539
Max.
17.9108
Std. dev
2.9231
Skewness
-1.935
Kurtosis
6.778
Outliers
2121 low · 0 high
numeric527015.6034 – 19.9768mean 17.6
Min.
15.6034
1st Qu.
17.1677
Median
17.5594
Mean
17.6039
3rd Qu.
18.036
Max.
19.9768
Std. dev
0.7178
Skewness
0.2209
Kurtosis
0.5105
Outliers
135 low · 8 high
numeric527013.0349 – 20.4369mean 16.64
Min.
13.0349
1st Qu.
15.7412
Median
16.5933
Mean
16.64
3rd Qu.
17.5911
Max.
20.4369
Std. dev
1.2614
Skewness
-0.1422
Kurtosis
-0.2625
Outliers
10 low · 1 high
numeric527011.7207 – 18.4484mean 15.94
Min.
11.7207
1st Qu.
15.5781
Median
15.9981
Mean
15.9417
3rd Qu.
16.4276
Max.
18.4484
Std. dev
0.8365
Skewness
-0.9606
Kurtosis
3.361
Outliers
2520 low · 5 high
numeric5240-2 – 19.4429mean 17.14
Min.
-2
1st Qu.
16.5888
Median
17.3676
Mean
17.1442
3rd Qu.
17.9969
Max.
19.4429
Std. dev
1.5813
Skewness
-6.909
Kurtosis
79.18
Outliers
1212 low · 0 high
numeric527010.2078 – 17.8962mean 16.01
Min.
10.2078
1st Qu.
15.5394
Median
16.0745
Mean
16.0133
3rd Qu.
16.511
Max.
17.8962
Std. dev
0.8201
Skewness
-1.023
Kurtosis
5.738
Outliers
44 low · 0 high
numeric5160-2 – 15.5108mean 11.47
Min.
-2
1st Qu.
11.094
Median
11.664
Mean
11.4662
3rd Qu.
12.2047
Max.
15.5108
Std. dev
1.6052
Skewness
-5.641
Kurtosis
44.44
Outliers
1817 low · 1 high
numeric527015.6504 – 20.3025mean 17.5
Min.
15.6504
1st Qu.
17.036
Median
17.4115
Mean
17.5038
3rd Qu.
17.8711
Max.
20.3025
Std. dev
0.7493
Skewness
0.6977
Kurtosis
1.078
Outliers
212 low · 19 high
numeric52708.6723 – 18.4611mean 16.31
Min.
8.6723
1st Qu.
15.9552
Median
16.5818
Mean
16.3137
3rd Qu.
17.1453
Max.
18.4611
Std. dev
1.2956
Skewness
-1.801
Kurtosis
4.373
Outliers
3939 low · 0 high
numeric52708.8892 – 18.8707mean 15.16
Min.
8.8892
1st Qu.
14.2125
Median
15.3131
Mean
15.1597
3rd Qu.
16.2176
Max.
18.8707
Std. dev
1.5544
Skewness
-0.5302
Kurtosis
0.7052
Outliers
44 low · 0 high
numeric527012.4267 – 20.5112mean 17.82
Min.
12.4267
1st Qu.
17.3823
Median
17.8279
Mean
17.8226
3rd Qu.
18.3243
Max.
20.5112
Std. dev
0.8393
Skewness
-1.033
Kurtosis
6.05
Outliers
158 low · 7 high
numeric527012.8099 – 18.7757mean 15.27
Min.
12.8099
1st Qu.
14.6767
Median
15.2355
Mean
15.272
3rd Qu.
15.7977
Max.
18.7757
Std. dev
0.8408
Skewness
0.3477
Kurtosis
0.6741
Outliers
62 low · 4 high
numeric4270-2 – 11.535mean 7.18
Min.
-2
1st Qu.
8.065
Median
8.8567
Mean
7.1796
3rd Qu.
9.6949
Max.
11.535
Std. dev
4.3773
Skewness
-1.538
Kurtosis
0.5675
Outliers
9595 low · 0 high
numeric52706.6061 – 16.3022mean 12.15
Min.
6.6061
1st Qu.
11.6169
Median
12.2149
Mean
12.1512
3rd Qu.
12.7177
Max.
16.3022
Std. dev
1.0359
Skewness
-0.2401
Kurtosis
3.391
Outliers
2414 low · 10 high
numeric525010.1701 – 15.912mean 13.43
Min.
10.1701
1st Qu.
12.7999
Median
13.4588
Mean
13.4266
3rd Qu.
14.0905
Max.
15.912
Std. dev
0.9464
Skewness
-0.2083
Kurtosis
-0.0273
Outliers
33 low · 0 high
numeric52308.7256 – 14.0832mean 12.17
Min.
8.7256
1st Qu.
11.7687
Median
12.2148
Mean
12.1707
3rd Qu.
12.6237
Max.
14.0832
Std. dev
0.6705
Skewness
-0.4686
Kurtosis
1.377
Outliers
107 low · 3 high
numeric52708.3613 – 22.2636mean 18.29
Min.
8.3613
1st Qu.
17.4196
Median
18.4749
Mean
18.2911
3rd Qu.
19.3897
Max.
22.2636
Std. dev
1.6204
Skewness
-1.361
Kurtosis
4.743
Outliers
1212 low · 0 high
numeric5270-2 – 21.3096mean 15.82
Min.
-2
1st Qu.
14.6433
Median
16.3158
Mean
15.819
3rd Qu.
17.5479
Max.
21.3096
Std. dev
2.4263
Skewness
-1.444
Kurtosis
5.389
Outliers
1313 low · 0 high
numeric527015.1348 – 20.0175mean 17.43
Min.
15.1348
1st Qu.
16.8709
Median
17.4066
Mean
17.4287
3rd Qu.
17.9247
Max.
20.0175
Std. dev
0.8364
Skewness
0.3221
Kurtosis
0.198
Outliers
111 low · 10 high
numeric4250-2 – 15.7752mean 6.781
Min.
-2
1st Qu.
7.0332
Median
8.425
Mean
6.7812
3rd Qu.
9.5633
Max.
15.7752
Std. dev
4.4746
Skewness
-1.26
Kurtosis
0.0637
Outliers
105102 low · 3 high
numeric4570-2 – 14.0357mean 9.383
Min.
-2
1st Qu.
9.5682
Median
10.8042
Mean
9.3835
3rd Qu.
11.7701
Max.
14.0357
Std. dev
4.4627
Skewness
-1.961
Kurtosis
2.385
Outliers
6666 low · 0 high
numeric527013.1959 – 18.9544mean 15.87
Min.
13.1959
1st Qu.
15.2784
Median
15.8082
Mean
15.8747
3rd Qu.
16.4201
Max.
18.9544
Std. dev
0.9027
Skewness
0.355
Kurtosis
0.2779
Outliers
92 low · 7 high
numeric5190-2 – 18.1352mean 10.98
Min.
-2
1st Qu.
10.4528
Median
11.2087
Mean
10.9792
3rd Qu.
11.9595
Max.
18.1352
Std. dev
2.0903
Skewness
-3.434
Kurtosis
20.67
Outliers
2618 low · 8 high
numeric5130-2 – 17.2951mean 11.88
Min.
-2
1st Qu.
11.4445
Median
12.3054
Mean
11.8772
3rd Qu.
13.0229
Max.
17.2951
Std. dev
2.5139
Skewness
-4.089
Kurtosis
20.1
Outliers
1514 low · 1 high
numeric527010.9615 – 19.8453mean 13.94
Min.
10.9615
1st Qu.
13.093
Median
13.6933
Mean
13.943
3rd Qu.
14.5725
Max.
19.8453
Std. dev
1.4162
Skewness
0.9124
Kurtosis
1.215
Outliers
270 low · 27 high
numeric52708.2141 – 20.2151mean 14.79
Min.
8.2141
1st Qu.
13.8367
Median
14.8176
Mean
14.7909
3rd Qu.
15.86
Max.
20.2151
Std. dev
1.5657
Skewness
-0.4139
Kurtosis
1.036
Outliers
86 low · 2 high
numeric527011.1112 – 16.7096mean 14.95
Min.
11.1112
1st Qu.
14.4963
Median
15.0931
Mean
14.9521
3rd Qu.
15.5247
Max.
16.7096
Std. dev
0.9083
Skewness
-1.039
Kurtosis
1.942
Outliers
1515 low · 0 high
numeric526011.716 – 18.6944mean 14.99
Min.
11.716
1st Qu.
14.3472
Median
14.9598
Mean
14.9931
3rd Qu.
15.5897
Max.
18.6944
Std. dev
0.9649
Skewness
0.159
Kurtosis
0.4583
Outliers
73 low · 4 high
numeric527016.9231 – 22.2772mean 18.6
Min.
16.9231
1st Qu.
18.0088
Median
18.3742
Mean
18.5964
3rd Qu.
18.9901
Max.
22.2772
Std. dev
0.8604
Skewness
1.332
Kurtosis
2.049
Outliers
250 low · 25 high
numeric4920-2 – 14.25mean 8.941
Min.
-2
1st Qu.
8.0052
Median
9.4103
Mean
8.9408
3rd Qu.
11.0985
Max.
14.25
Std. dev
3.4156
Skewness
-1.977
Kurtosis
4.25
Outliers
3535 low · 0 high
numeric5220-2 – 18.6643mean 12.71
Min.
-2
1st Qu.
10.7731
Median
12.9735
Mean
12.708
3rd Qu.
15.1779
Max.
18.6643
Std. dev
3.1413
Skewness
-1.206
Kurtosis
3.703
Outliers
66 low · 0 high
numeric527015.6185 – 20.0434mean 17.47
Min.
15.6185
1st Qu.
17.0033
Median
17.396
Mean
17.466
3rd Qu.
17.875
Max.
20.0434
Std. dev
0.6359
Skewness
0.5474
Kurtosis
0.5096
Outliers
51 low · 4 high
numeric527014.271 – 20.1844mean 17.06
Min.
14.271
1st Qu.
16.3599
Median
16.9994
Mean
17.0583
3rd Qu.
17.7078
Max.
20.1844
Std. dev
1.0415
Skewness
0.2457
Kurtosis
0.0415
Outliers
82 low · 6 high
numeric5260-2 – 18.0574mean 13.68
Min.
-2
1st Qu.
12.8901
Median
13.8002
Mean
13.6806
3rd Qu.
14.5354
Max.
18.0574
Std. dev
1.6242
Skewness
-3.4
Kurtosis
31.35
Outliers
75 low · 2 high
numeric527011.438 – 17.9806mean 14.28
Min.
11.438
1st Qu.
13.7135
Median
14.3149
Mean
14.279
3rd Qu.
14.9161
Max.
17.9806
Std. dev
0.8935
Skewness
-0.1174
Kurtosis
0.6413
Outliers
85 low · 3 high
numeric4500-2 – 14.401mean 9.684
Min.
-2
1st Qu.
10.2808
Median
11.4316
Mean
9.6845
3rd Qu.
12.2592
Max.
14.401
Std. dev
4.8556
Skewness
-1.883
Kurtosis
1.835
Outliers
7575 low · 0 high
numeric5200-2 – 15.964mean 10.72
Min.
-2
1st Qu.
10.0332
Median
10.8805
Mean
10.723
3rd Qu.
11.7002
Max.
15.964
Std. dev
2.0176
Skewness
-3.178
Kurtosis
18.87
Outliers
2314 low · 9 high
numeric4360-2 – 13.5889mean 6.083
Min.
-2
1st Qu.
5.9439
Median
7.2785
Mean
6.083
3rd Qu.
8.4045
Max.
13.5889
Std. dev
3.7897
Skewness
-1.401
Kurtosis
0.6065
Outliers
8887 low · 1 high
numeric527013.7742 – 18.7415mean 17.01
Min.
13.7742
1st Qu.
16.627
Median
17.0443
Mean
17.0088
3rd Qu.
17.4557
Max.
18.7415
Std. dev
0.7183
Skewness
-0.6709
Kurtosis
1.426
Outliers
1614 low · 2 high
numeric527013.9446 – 21.0459mean 17.92
Min.
13.9446
1st Qu.
17.3675
Median
18.0133
Mean
17.9203
3rd Qu.
18.5015
Max.
21.0459
Std. dev
0.9753
Skewness
-0.4123
Kurtosis
1.124
Outliers
149 low · 5 high
numeric527014.1522 – 19.1915mean 16.19
Min.
14.1522
1st Qu.
15.6752
Median
16.1014
Mean
16.1944
3rd Qu.
16.646
Max.
19.1915
Std. dev
0.7854
Skewness
0.4891
Kurtosis
0.5128
Outliers
111 low · 10 high
numeric527011.9934 – 19.4488mean 14.81
Min.
11.9934
1st Qu.
14.3965
Median
14.7214
Mean
14.8139
3rd Qu.
15.1913
Max.
19.4488
Std. dev
0.7214
Skewness
0.8265
Kurtosis
4.068
Outliers
164 low · 12 high
numeric52608.9765 – 17.7988mean 14.71
Min.
8.9765
1st Qu.
14.012
Median
14.8198
Mean
14.7107
3rd Qu.
15.4674
Max.
17.7988
Std. dev
1.1651
Skewness
-0.5821
Kurtosis
1.541
Outliers
97 low · 2 high
numeric52606.8315 – 15.1624mean 11.98
Min.
6.8315
1st Qu.
11.3274
Median
12.0151
Mean
11.9783
3rd Qu.
12.6825
Max.
15.1624
Std. dev
1.0497
Skewness
-0.3165
Kurtosis
1.264
Outliers
97 low · 2 high
numeric5080-2 – 13.139mean 9.74
Min.
-2
1st Qu.
9.4175
Median
10.1683
Mean
9.7401
3rd Qu.
10.7541
Max.
13.139
Std. dev
2.298
Skewness
-3.988
Kurtosis
17.8
Outliers
2522 low · 3 high
numeric5210-2 – 16.6018mean 13.85
Min.
-2
1st Qu.
13.2996
Median
13.9856
Mean
13.845
3rd Qu.
14.6227
Max.
16.6018
Std. dev
1.5548
Skewness
-6.028
Kurtosis
58.88
Outliers
66 low · 0 high
numeric52708.3154 – 21.6495mean 13.88
Min.
8.3154
1st Qu.
11.9615
Median
13.6842
Mean
13.8773
3rd Qu.
15.6988
Max.
21.6495
Std. dev
2.4484
Skewness
0.4398
Kurtosis
-0.354
Outliers
10 low · 1 high
numeric527012.6199 – 19.8845mean 15.65
Min.
12.6199
1st Qu.
14.7791
Median
15.4885
Mean
15.6493
3rd Qu.
16.2648
Max.
19.8845
Std. dev
1.2485
Skewness
0.7595
Kurtosis
0.6477
Outliers
180 low · 18 high
numeric4250-2 – 18.3522mean 8.755
Min.
-2
1st Qu.
7.506
Median
9.9859
Mean
8.7553
3rd Qu.
12.7347
Max.
18.3522
Std. dev
5.8787
Skewness
-0.8408
Kurtosis
-0.3946
Outliers
103103 low · 0 high
numeric5230-2 – 15.6224mean 10.94
Min.
-2
1st Qu.
10.1716
Median
10.9838
Mean
10.9373
3rd Qu.
11.7239
Max.
15.6224
Std. dev
1.528
Skewness
-2.248
Kurtosis
18.45
Outliers
2212 low · 10 high
numeric4790-2 – 15.179mean 9.357
Min.
-2
1st Qu.
9.1146
Median
10.2858
Mean
9.3571
3rd Qu.
11.3045
Max.
15.179
Std. dev
3.7502
Skewness
-2.294
Kurtosis
4.456
Outliers
4746 low · 1 high
numeric52606.0991 – 18.9265mean 16.6
Min.
6.0991
1st Qu.
16.0671
Median
17.0038
Mean
16.6037
3rd Qu.
17.4385
Max.
18.9265
Std. dev
1.3441
Skewness
-2.368
Kurtosis
10.94
Outliers
2020 low · 0 high
numeric527010.2692 – 19.7626mean 18.04
Min.
10.2692
1st Qu.
17.7307
Median
18.1846
Mean
18.0393
3rd Qu.
18.6069
Max.
19.7626
Std. dev
0.9273
Skewness
-2.841
Kurtosis
15.18
Outliers
2424 low · 0 high
numeric4220-2 – 11.2841mean 6.859
Min.
-2
1st Qu.
7.5315
Median
8.6403
Mean
6.859
3rd Qu.
9.5331
Max.
11.2841
Std. dev
4.3748
Skewness
-1.436
Kurtosis
0.2856
Outliers
100100 low · 0 high
numeric5100-2 – 15.9092mean 13.06
Min.
-2
1st Qu.
12.8346
Median
13.6224
Mean
13.0577
3rd Qu.
14.2572
Max.
15.9092
Std. dev
2.8698
Skewness
-4.346
Kurtosis
20.07
Outliers
2424 low · 0 high
numeric52709.6788 – 18.2661mean 12.32
Min.
9.6788
1st Qu.
11.5912
Median
12.1124
Mean
12.3164
3rd Qu.
12.7953
Max.
18.2661
Std. dev
1.1891
Skewness
1.404
Kurtosis
3.422
Outliers
251 low · 24 high
numeric4770-2 – 16.1806mean 9.52
Min.
-2
1st Qu.
9.4845
Median
10.5065
Mean
9.5201
3rd Qu.
11.3953
Max.
16.1806
Std. dev
3.8614
Skewness
-2.289
Kurtosis
4.335
Outliers
5248 low · 4 high
numeric4810-2 – 13.1885mean 9.642
Min.
-2
1st Qu.
9.7878
Median
10.6376
Mean
9.642
3rd Qu.
11.3003
Max.
13.1885
Std. dev
3.5622
Skewness
-2.705
Kurtosis
6.142
Outliers
4242 low · 0 high
numeric5200-2 – 15.3467mean 13.48
Min.
-2
1st Qu.
13.236
Median
13.7002
Mean
13.4837
3rd Qu.
14.1324
Max.
15.3467
Std. dev
1.693
Skewness
-7.287
Kurtosis
63.53
Outliers
2323 low · 0 high
numeric52609.9972 – 16.9161mean 13.57
Min.
9.9972
1st Qu.
13.0104
Median
13.5791
Mean
13.5658
3rd Qu.
14.1185
Max.
16.9161
Std. dev
0.9297
Skewness
-0.0098
Kurtosis
0.7856
Outliers
73 low · 4 high
numeric5210-2 – 14.6808mean 11.86
Min.
-2
1st Qu.
11.4209
Median
11.9898
Mean
11.8568
3rd Qu.
12.5466
Max.
14.6808
Std. dev
1.3884
Skewness
-5.755
Kurtosis
54.24
Outliers
1412 low · 2 high
numeric5140-2 – 13.5797mean 10.71
Min.
-2
1st Qu.
10.3393
Median
11.0702
Mean
10.7124
3rd Qu.
11.7984
Max.
13.5797
Std. dev
2.2035
Skewness
-4.327
Kurtosis
22.37
Outliers
1414 low · 0 high
numeric5210-2 – 11.417mean 9.243
Min.
-2
1st Qu.
8.8644
Median
9.3812
Mean
9.2426
3rd Qu.
9.8272
Max.
11.417
Std. dev
1.0572
Skewness
-4.811
Kurtosis
46.78
Outliers
1716 low · 1 high
numeric5160-2 – 16.0269mean 11.37
Min.
-2
1st Qu.
10.2531
Median
11.7143
Mean
11.3747
3rd Qu.
13.0036
Max.
16.0269
Std. dev
2.7661
Skewness
-2.455
Kurtosis
10
Outliers
1212 low · 0 high
numeric527014.2623 – 18.5141mean 16.14
Min.
14.2623
1st Qu.
15.7323
Median
16.141
Mean
16.1412
3rd Qu.
16.5883
Max.
18.5141
Std. dev
0.6447
Skewness
-0.0818
Kurtosis
0.042
Outliers
21 low · 1 high
numeric52709.9968 – 18.298mean 14.72
Min.
9.9968
1st Qu.
14.0577
Median
14.7901
Mean
14.724
3rd Qu.
15.4035
Max.
18.298
Std. dev
1.0631
Skewness
-0.3816
Kurtosis
0.9686
Outliers
86 low · 2 high
numeric527013.5073 – 21.0514mean 16.92
Min.
13.5073
1st Qu.
16.053
Median
16.8761
Mean
16.9237
3rd Qu.
17.7357
Max.
21.0514
Std. dev
1.1756
Skewness
0.1988
Kurtosis
-0.0245
Outliers
41 low · 3 high
numeric52709.3864 – 15.2375mean 12.33
Min.
9.3864
1st Qu.
11.8366
Median
12.3608
Mean
12.3289
3rd Qu.
12.8622
Max.
15.2375
Std. dev
0.8342
Skewness
-0.2289
Kurtosis
0.6102
Outliers
1210 low · 2 high
numeric527014.554 – 20.7995mean 16.97
Min.
14.554
1st Qu.
16.366
Median
16.844
Mean
16.9729
3rd Qu.
17.5344
Max.
20.7995
Std. dev
0.9521
Skewness
0.7814
Kurtosis
1.373
Outliers
172 low · 15 high
numeric52609.1604 – 16.9361mean 12.85
Min.
9.1604
1st Qu.
12.2222
Median
12.7785
Mean
12.8482
3rd Qu.
13.389
Max.
16.9361
Std. dev
1.0109
Skewness
0.5269
Kurtosis
1.304
Outliers
203 low · 17 high
numeric5100-2 – 16.8202mean 10.51
Min.
-2
1st Qu.
9.49
Median
10.7843
Mean
10.5102
3rd Qu.
12.159
Max.
16.8202
Std. dev
2.9296
Skewness
-2.163
Kurtosis
7.652
Outliers
1816 low · 2 high
numeric5270-2 – 13.8717mean 11.04
Min.
-2
1st Qu.
10.5285
Median
11.0938
Mean
11.0359
3rd Qu.
11.5847
Max.
13.8717
Std. dev
1.0279
Skewness
-3.939
Kurtosis
48.25
Outliers
178 low · 9 high
numeric4880-2 – 13.7635mean 9.814
Min.
-2
1st Qu.
9.7063
Median
10.6353
Mean
9.8142
3rd Qu.
11.3366
Max.
13.7635
Std. dev
3.2765
Skewness
-2.939
Kurtosis
7.971
Outliers
3434 low · 0 high
numeric52707.9232 – 14.4207mean 11.62
Min.
7.9232
1st Qu.
11.061
Median
11.697
Mean
11.622
3rd Qu.
12.3049
Max.
14.4207
Std. dev
0.9836
Skewness
-0.417
Kurtosis
0.3542
Outliers
109 low · 1 high
numeric52706.2666 – 14.9707mean 12.62
Min.
6.2666
1st Qu.
11.8986
Median
12.8439
Mean
12.621
3rd Qu.
13.4207
Max.
14.9707
Std. dev
1.1523
Skewness
-1.501
Kurtosis
5.144
Outliers
88 low · 0 high
numeric5210-2 – 18.2802mean 14.54
Min.
-2
1st Qu.
12.909
Median
15.3869
Mean
14.5419
3rd Qu.
16.8419
Max.
18.2802
Std. dev
3.1842
Skewness
-2.177
Kurtosis
7.787
Outliers
1010 low · 0 high
numeric527010.5868 – 17.9864mean 14.56
Min.
10.5868
1st Qu.
13.9801
Median
14.5687
Mean
14.5558
3rd Qu.
15.0854
Max.
17.9864
Std. dev
0.9309
Skewness
0.0752
Kurtosis
1.413
Outliers
145 low · 9 high
numeric527012.8895 – 20.7846mean 16.09
Min.
12.8895
1st Qu.
15.3132
Median
16.1235
Mean
16.0863
3rd Qu.
16.8862
Max.
20.7846
Std. dev
1.1519
Skewness
0.1802
Kurtosis
0.3521
Outliers
41 low · 3 high
numeric4750-2 – 14.5557mean 9.763
Min.
-2
1st Qu.
9.8871
Median
10.7911
Mean
9.7627
3rd Qu.
11.5798
Max.
14.5557
Std. dev
3.8437
Skewness
-2.459
Kurtosis
4.893
Outliers
4847 low · 1 high
numeric52709.2188 – 19.7705mean 16.38
Min.
9.2188
1st Qu.
15.7275
Median
16.6167
Mean
16.3763
3rd Qu.
17.3682
Max.
19.7705
Std. dev
1.5521
Skewness
-1.236
Kurtosis
2.545
Outliers
2727 low · 0 high
numeric527012.2334 – 19.3481mean 16.56
Min.
12.2334
1st Qu.
15.8897
Median
16.5939
Mean
16.5554
3rd Qu.
17.2993
Max.
19.3481
Std. dev
1.107
Skewness
-0.5837
Kurtosis
1.439
Outliers
1010 low · 0 high
numeric4560-2 – 18.9619mean 10.14
Min.
-2
1st Qu.
9.9557
Median
11.4841
Mean
10.1352
3rd Qu.
12.8894
Max.
18.9619
Std. dev
5.0192
Skewness
-1.659
Kurtosis
1.663
Outliers
7269 low · 3 high
numeric527012.1757 – 20.8807mean 15.45
Min.
12.1757
1st Qu.
14.7054
Median
15.4495
Mean
15.4495
3rd Qu.
16.1916
Max.
20.8807
Std. dev
1.126
Skewness
0.1775
Kurtosis
1.109
Outliers
84 low · 4 high
numeric524012.167 – 18.0736mean 14.48
Min.
12.167
1st Qu.
14.0245
Median
14.4703
Mean
14.4787
3rd Qu.
14.8684
Max.
18.0736
Std. dev
0.7057
Skewness
0.5087
Kurtosis
2.059
Outliers
143 low · 11 high
numeric5090-2 – 14.139mean 9.252
Min.
-2
1st Qu.
8.5474
Median
9.448
Mean
9.2519
3rd Qu.
10.4876
Max.
14.139
Std. dev
2.5944
Skewness
-2.561
Kurtosis
9.515
Outliers
2618 low · 8 high
numeric527015.3636 – 24.222mean 18.42
Min.
15.3636
1st Qu.
17.642
Median
18.2741
Mean
18.4244
3rd Qu.
19.0512
Max.
24.222
Std. dev
1.1121
Skewness
0.9995
Kurtosis
2.235
Outliers
121 low · 11 high
numeric527011.2781 – 19.3481mean 14.54
Min.
11.2781
1st Qu.
13.9825
Median
14.614
Mean
14.5401
3rd Qu.
15.1299
Max.
19.3481
Std. dev
0.9285
Skewness
0.0737
Kurtosis
1.709
Outliers
84 low · 4 high
numeric4740-2 – 13.3632mean 9.824
Min.
-2
1st Qu.
10.1292
Median
11.0097
Mean
9.8241
3rd Qu.
11.8012
Max.
13.3632
Std. dev
3.9552
Skewness
-2.455
Kurtosis
4.626
Outliers
5050 low · 0 high
numeric5240-2 – 23.6948mean 15.03
Min.
-2
1st Qu.
14.3238
Median
15.0081
Mean
15.0305
3rd Qu.
15.8805
Max.
23.6948
Std. dev
2.0745
Skewness
-3.807
Kurtosis
33.08
Outliers
217 low · 14 high
numeric527015.6648 – 21.4236mean 18.51
Min.
15.6648
1st Qu.
18.142
Median
18.5142
Mean
18.5118
3rd Qu.
18.9031
Max.
21.4236
Std. dev
0.7046
Skewness
-0.1444
Kurtosis
1.737
Outliers
2917 low · 12 high
numeric5260-2 – 16.5295mean 13.46
Min.
-2
1st Qu.
12.6782
Median
13.6944
Mean
13.4585
3rd Qu.
14.518
Max.
16.5295
Std. dev
1.7465
Skewness
-3.176
Kurtosis
22.82
Outliers
1414 low · 0 high
numeric4190-2 – 15.1782mean 8.356
Min.
-2
1st Qu.
9.1623
Median
10.2927
Mean
8.3563
3rd Qu.
11.3629
Max.
15.1782
Std. dev
5.3303
Skewness
-1.273
Kurtosis
0.0022
Outliers
112105 low · 7 high
numeric4220-2 – 12.8109mean 7.752
Min.
-2
1st Qu.
8.4636
Median
9.6162
Mean
7.752
3rd Qu.
10.657
Max.
12.8109
Std. dev
4.7925
Skewness
-1.44
Kurtosis
0.321
Outliers
9999 low · 0 high
numeric5270-2 – 18.9751mean 13.12
Min.
-2
1st Qu.
12.0587
Median
13.324
Mean
13.1153
3rd Qu.
14.304
Max.
18.9751
Std. dev
1.9517
Skewness
-1.255
Kurtosis
6.786
Outliers
109 low · 1 high
numeric5240-2 – 12.584mean 9.186
Min.
-2
1st Qu.
8.5548
Median
9.3287
Mean
9.1859
3rd Qu.
10.0067
Max.
12.584
Std. dev
1.5172
Skewness
-3.045
Kurtosis
20.49
Outliers
1310 low · 3 high
numeric52707.938 – 18.2899mean 12.77
Min.
7.938
1st Qu.
11.5069
Median
12.6245
Mean
12.7654
3rd Qu.
13.9072
Max.
18.2899
Std. dev
1.7559
Skewness
0.408
Kurtosis
-0.1262
Outliers
30 low · 3 high
numeric4480-2 – 14.5107mean 9.841
Min.
-2
1st Qu.
10.17
Median
11.5135
Mean
9.8409
3rd Qu.
12.5161
Max.
14.5107
Std. dev
4.9158
Skewness
-1.852
Kurtosis
1.798
Outliers
7474 low · 0 high
numeric5250-2 – 17.6284mean 12.98
Min.
-2
1st Qu.
11.7973
Median
13.1867
Mean
12.9787
3rd Qu.
14.5906
Max.
17.6284
Std. dev
2.4414
Skewness
-1.677
Kurtosis
7.198
Outliers
1313 low · 0 high
numeric5250-2 – 16.6616mean 10.89
Min.
-2
1st Qu.
10.2878
Median
10.989
Mean
10.8929
3rd Qu.
11.6551
Max.
16.6616
Std. dev
1.3494
Skewness
-1.635
Kurtosis
16.28
Outliers
2114 low · 7 high
numeric52707.5536 – 17.9877mean 13.74
Min.
7.5536
1st Qu.
12.6479
Median
13.7327
Mean
13.7363
3rd Qu.
14.8881
Max.
17.9877
Std. dev
1.7678
Skewness
-0.2799
Kurtosis
0.1816
Outliers
77 low · 0 high
numeric5250-2 – 18.7629mean 12.82
Min.
-2
1st Qu.
11.8464
Median
12.6963
Mean
12.8174
3rd Qu.
13.6973
Max.
18.7629
Std. dev
1.7671
Skewness
-1.683
Kurtosis
18.05
Outliers
172 low · 15 high
numeric4860-2 – 17.074mean 9.707
Min.
-2
1st Qu.
7.7632
Median
10.1699
Mean
9.7066
3rd Qu.
12.9094
Max.
17.074
Std. dev
4.4815
Skewness
-1.101
Kurtosis
1.236
Outliers
4242 low · 0 high
numeric52708.2953 – 19.9355mean 16.28
Min.
8.2953
1st Qu.
14.9976
Median
16.7667
Mean
16.2847
3rd Qu.
17.9949
Max.
19.9355
Std. dev
2.2415
Skewness
-0.9833
Kurtosis
0.6592
Outliers
1414 low · 0 high
numeric527012.6612 – 20.206mean 15.05
Min.
12.6612
1st Qu.
14.6047
Median
14.9483
Mean
15.0466
3rd Qu.
15.4006
Max.
20.206
Std. dev
0.698
Skewness
1.294
Kurtosis
6.133
Outliers
81 low · 7 high
numeric52607.8969 – 16.8901mean 13.91
Min.
7.8969
1st Qu.
13.1026
Median
14.1196
Mean
13.9085
3rd Qu.
14.9032
Max.
16.8901
Std. dev
1.4341
Skewness
-0.7716
Kurtosis
0.7591
Outliers
99 low · 0 high
numeric4840-2 – 16.6292mean 10.53
Min.
-2
1st Qu.
10.6428
Median
11.5527
Mean
10.53
3rd Qu.
12.2217
Max.
16.6292
Std. dev
3.7315
Skewness
-2.795
Kurtosis
6.707
Outliers
4140 low · 1 high
numeric527013.6873 – 20.1887mean 15.65
Min.
13.6873
1st Qu.
15.0549
Median
15.6252
Mean
15.6469
3rd Qu.
16.1027
Max.
20.1887
Std. dev
0.8122
Skewness
0.8633
Kurtosis
2.367
Outliers
70 low · 7 high
numeric52707.306 – 18.1736mean 15.86
Min.
7.306
1st Qu.
15.4231
Median
16.1611
Mean
15.8612
3rd Qu.
16.7085
Max.
18.1736
Std. dev
1.4303
Skewness
-2.115
Kurtosis
6.7
Outliers
2929 low · 0 high
numeric52706.5459 – 19.0549mean 16.44
Min.
6.5459
1st Qu.
15.728
Median
16.8742
Mean
16.4381
3rd Qu.
17.6263
Max.
19.0549
Std. dev
1.7049
Skewness
-1.746
Kurtosis
4.622
Outliers
2424 low · 0 high
numeric4910-2 – 17.8618mean 8.744
Min.
-2
1st Qu.
8.0824
Median
9.0641
Mean
8.7441
3rd Qu.
10.2796
Max.
17.8618
Std. dev
3.3822
Skewness
-1.766
Kurtosis
4.406
Outliers
5035 low · 15 high
numeric527014.0294 – 19.8303mean 16.62
Min.
14.0294
1st Qu.
15.7356
Median
16.6589
Mean
16.6218
3rd Qu.
17.415
Max.
19.8303
Std. dev
1.1726
Skewness
0.1031
Kurtosis
-0.4838
numeric52507.9179 – 16.0184mean 11.78
Min.
7.9179
1st Qu.
10.7237
Median
11.6745
Mean
11.7769
3rd Qu.
12.7012
Max.
16.0184
Std. dev
1.5444
Skewness
0.3024
Kurtosis
-0.2815
Outliers
40 low · 4 high
numeric527015.2364 – 20.5703mean 18.13
Min.
15.2364
1st Qu.
17.6939
Median
18.1011
Mean
18.1257
3rd Qu.
18.5119
Max.
20.5703
Std. dev
0.713
Skewness
0.1868
Kurtosis
0.7946
Outliers
144 low · 10 high
numeric52209.3143 – 17.0731mean 13.81
Min.
9.3143
1st Qu.
13.1771
Median
13.8131
Mean
13.8085
3rd Qu.
14.4493
Max.
17.0731
Std. dev
0.965
Skewness
-0.1348
Kurtosis
1.409
Outliers
104 low · 6 high
numeric5270-2 – 18.7545mean 13.17
Min.
-2
1st Qu.
12.5546
Median
13.2552
Mean
13.17
3rd Qu.
13.9498
Max.
18.7545
Std. dev
1.396
Skewness
-2.598
Kurtosis
26.8
Outliers
1811 low · 7 high
numeric4250-2 – 13.9223mean 8.486
Min.
-2
1st Qu.
9.1365
Median
10.5986
Mean
8.4859
3rd Qu.
11.6173
Max.
13.9223
Std. dev
5.1857
Skewness
-1.426
Kurtosis
0.2716
Outliers
100100 low · 0 high
numeric52508.695 – 14.9503mean 12.96
Min.
8.695
1st Qu.
12.6146
Median
13.0958
Mean
12.9616
3rd Qu.
13.4302
Max.
14.9503
Std. dev
0.7867
Skewness
-1.361
Kurtosis
3.713
Outliers
2624 low · 2 high
numeric52707.839 – 17.6494mean 14.1
Min.
7.839
1st Qu.
13.3542
Median
14.2363
Mean
14.1015
3rd Qu.
14.9692
Max.
17.6494
Std. dev
1.3169
Skewness
-0.6543
Kurtosis
1.353
Outliers
1311 low · 2 high
Version history
| Version | Released | Size | Change | Stored as | Confidence |
|---|---|---|---|---|---|
| 3.23 | 2026-04-28 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.22 | 2025-10-29 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.21 | 2025-04-15 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.20 | 2024-10-29 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.19 | 2024-04-30 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.18 | 2023-10-24 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.17 | 2023-04-25 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.16 | 2022-11-01 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.15 | 2022-04-26 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.14 | 2021-11-21 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.13 | 2021-09-27 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.12 | 2020-10-27 | 527 × 150 | Unchanged | rda · bzip2 version 2 · 554 KB | exact |
| 3.11 | 2020-04-27 | 527 × 150 | – | rda · bzip2 version 2 · 554 KB | exact |