AlexCosmicArtif_sig_df
Data for mutational signatures
Bundled with YAPSA · exported, loads via data()
Class
data.frame
Dimensions
96 × 35
Missing
0
Format
rda · xz
version 2 · 19 KB
File
data/sigs.rda
Fingerprint
9b39eb18
Source
`AlexInitial`: ftp://ftp.sanger.ac.uk/pub/cancer/AlexandrovEtAl/signatures.txt `AlexCosmic`: https://cancer.sanger.ac.uk/cancergenome/assets/signatures_probabilities.txt
About this object
Equal-length columns presented as a table, R's standard rectangular format. R object catalogue
Declared attributes
Row names
Yes
Columns
Column
Type
Distinct
Missing
Summary
numeric9602.4853e-7 – 0.1716mean 0.0104
Min.
2.4853e-7
1st Qu.
0.0015
Median
0.004
Mean
0.0104
3rd Qu.
0.0095
Max.
0.1716
Std. dev
0.0233
Skewness
4.817
Kurtosis
25.87
Outliers
70 low · 7 high
numeric9601.3238e-7 – 0.4199mean 0.0104
Min.
1.3238e-7
1st Qu.
0.0001
Median
0.0003
Mean
0.0104
3rd Qu.
0.0008
Max.
0.4199
Std. dev
0.0496
Skewness
6.784
Kurtosis
49.25
Outliers
200 low · 20 high
numeric9600.0009 – 0.0327mean 0.0104
Min.
0.0009
1st Qu.
0.0062
Median
0.0092
Mean
0.0104
3rd Qu.
0.0145
Max.
0.0327
Std. dev
0.006
Skewness
0.7453
Kurtosis
0.8426
Outliers
10 low · 1 high
numeric7200 – 0.0614mean 0.0104
Min.
0
1st Qu.
0.003
Median
0.006
Mean
0.0104
3rd Qu.
0.0104
Max.
0.0614
Std. dev
0.0127
Skewness
2.018
Kurtosis
3.608
Zeros
5
Outliers
140 low · 14 high
numeric9600.0003 – 0.0354mean 0.0104
Min.
0.0003
1st Qu.
0.0055
Median
0.0095
Mean
0.0104
3rd Qu.
0.0141
Max.
0.0354
Std. dev
0.0066
Skewness
0.9667
Kurtosis
1.203
Outliers
30 low · 3 high
numeric6100 – 0.1339mean 0.0104
Min.
0
1st Qu.
0.0008
Median
0.0028
Mean
0.0104
3rd Qu.
0.0078
Max.
0.1339
Std. dev
0.0221
Skewness
3.401
Kurtosis
12.3
Zeros
13
Outliers
120 low · 12 high
numeric3800 – 0.2887mean 0.0104
Min.
0
1st Qu.
0.0001
Median
0.0008
Mean
0.0104
3rd Qu.
0.0014
Max.
0.2887
Std. dev
0.0367
Skewness
5.309
Kurtosis
33.33
Zeros
21
Outliers
160 low · 16 high
numeric9600 – 0.0381mean 0.0104
Min.
0
1st Qu.
0.0041
Median
0.007
Mean
0.0104
3rd Qu.
0.0153
Max.
0.0381
Std. dev
0.0092
Skewness
1.215
Kurtosis
0.6773
Outliers
40 low · 4 high
numeric7300 – 0.0545mean 0.0104
Min.
0
1st Qu.
0.0043
Median
0.0076
Mean
0.0104
3rd Qu.
0.0125
Max.
0.0545
Std. dev
0.0105
Skewness
2.201
Kurtosis
5.602
Zeros
7
Outliers
80 low · 8 high
numeric5300 – 0.3083mean 0.0104
Min.
0
1st Qu.
0.0002
Median
0.0018
Mean
0.0104
3rd Qu.
0.0056
Max.
0.3083
Std. dev
0.0386
Skewness
6.364
Kurtosis
42.26
Zeros
21
Outliers
100 low · 10 high
numeric3500 – 0.1589mean 0.0104
Min.
0
1st Qu.
0.0001
Median
0.0004
Mean
0.0104
3rd Qu.
0.0011
Max.
0.1589
Std. dev
0.03
Skewness
3.429
Kurtosis
11.55
Zeros
18
Outliers
160 low · 16 high
numeric6800 – 0.0573mean 0.0104
Min.
0
1st Qu.
0.0019
Median
0.0046
Mean
0.0104
3rd Qu.
0.0113
Max.
0.0573
Std. dev
0.0137
Skewness
1.74
Kurtosis
1.924
Zeros
5
Outliers
150 low · 15 high
numeric9600 – 0.3302mean 0.0104
Min.
0
1st Qu.
0.0001
Median
0.0005
Mean
0.0104
3rd Qu.
0.0014
Max.
0.3302
Std. dev
0.0457
Skewness
5.845
Kurtosis
34.91
Zeros
1
Outliers
160 low · 16 high
numeric5300 – 0.1257mean 0.0104
Min.
0
1st Qu.
0.0001
Median
0.0018
Mean
0.0104
3rd Qu.
0.0083
Max.
0.1257
Std. dev
0.0213
Skewness
3.1
Kurtosis
10.72
Zeros
22
Outliers
150 low · 15 high
numeric7100 – 0.1829mean 0.0104
Min.
0
1st Qu.
0.001
Median
0.0036
Mean
0.0104
3rd Qu.
0.0094
Max.
0.1829
Std. dev
0.0249
Skewness
5.051
Kurtosis
28.26
Zeros
7
Outliers
80 low · 8 high
numeric7900 – 0.0717mean 0.0104
Min.
0
1st Qu.
0.0042
Median
0.0081
Mean
0.0104
3rd Qu.
0.0145
Max.
0.0717
Std. dev
0.01
Skewness
3.153
Kurtosis
14.76
Zeros
4
Outliers
30 low · 3 high
numeric9601.5762e-6 – 0.2615mean 0.0104
Min.
1.5762e-6
1st Qu.
0.0009
Median
0.003
Mean
0.0104
3rd Qu.
0.0084
Max.
0.2615
Std. dev
0.0297
Skewness
6.678
Kurtosis
51.07
Outliers
110 low · 11 high
numeric9609.2043e-7 – 0.1287mean 0.0104
Min.
9.2043e-7
1st Qu.
0.0015
Median
0.003
Mean
0.0104
3rd Qu.
0.0067
Max.
0.1287
Std. dev
0.0222
Skewness
3.665
Kurtosis
13.85
Outliers
150 low · 15 high
numeric6600 – 0.1159mean 0.0104
Min.
0
1st Qu.
0.0016
Median
0.0043
Mean
0.0104
3rd Qu.
0.0092
Max.
0.1159
Std. dev
0.0187
Skewness
3.461
Kurtosis
13.48
Zeros
11
Outliers
140 low · 14 high
numeric9500 – 0.1034mean 0.0104
Min.
0
1st Qu.
0.0006
Median
0.0024
Mean
0.0104
3rd Qu.
0.0126
Max.
0.1034
Std. dev
0.0176
Skewness
2.748
Kurtosis
8.758
Zeros
2
Outliers
100 low · 10 high
numeric6000 – 0.1426mean 0.0104
Min.
0
1st Qu.
0.0003
Median
0.0024
Mean
0.0104
3rd Qu.
0.0093
Max.
0.1426
Std. dev
0.0218
Skewness
3.774
Kurtosis
16.55
Zeros
14
Outliers
130 low · 13 high
numeric8200 – 0.2132mean 0.0104
Min.
0
1st Qu.
0.0005
Median
0.0017
Mean
0.0104
3rd Qu.
0.0043
Max.
0.2132
Std. dev
0.0273
Skewness
4.902
Kurtosis
30.12
Zeros
15
Outliers
160 low · 16 high
numeric5600 – 0.1864mean 0.0104
Min.
0
1st Qu.
0
Median
0.0002
Mean
0.0104
3rd Qu.
0.0005
Max.
0.1864
Std. dev
0.0332
Skewness
3.854
Kurtosis
14.81
Zeros
40
Outliers
170 low · 17 high
numeric8700 – 0.1099mean 0.0104
Min.
0
1st Qu.
0.0011
Median
0.0039
Mean
0.0104
3rd Qu.
0.012
Max.
0.1099
Std. dev
0.0171
Skewness
3.107
Kurtosis
12.05
Zeros
10
Outliers
100 low · 10 high
numeric9100 – 0.0629mean 0.0104
Min.
0
1st Qu.
0.0041
Median
0.0089
Mean
0.0104
3rd Qu.
0.0141
Max.
0.0629
Std. dev
0.0096
Skewness
2.318
Kurtosis
8.596
Zeros
6
Outliers
40 low · 4 high
numeric9606.197e-9 – 0.0981mean 0.0104
Min.
6.197e-9
1st Qu.
0.0013
Median
0.0033
Mean
0.0104
3rd Qu.
0.0113
Max.
0.0981
Std. dev
0.0163
Skewness
2.616
Kurtosis
8.325
Outliers
120 low · 12 high
numeric9100 – 0.3306mean 0.0104
Min.
0
1st Qu.
0.0012
Median
0.0027
Mean
0.0104
3rd Qu.
0.0057
Max.
0.3306
Std. dev
0.038
Skewness
6.856
Kurtosis
51.45
Zeros
6
Outliers
100 low · 10 high
numeric8800 – 0.2337mean 0.0104
Min.
0
1st Qu.
0.0005
Median
0.0024
Mean
0.0104
3rd Qu.
0.008
Max.
0.2337
Std. dev
0.0284
Skewness
5.856
Kurtosis
39.53
Zeros
9
Outliers
110 low · 11 high
numeric8200 – 0.078mean 0.0104
Min.
0
1st Qu.
0.0009
Median
0.0037
Mean
0.0104
3rd Qu.
0.0115
Max.
0.078
Std. dev
0.0168
Skewness
2.426
Kurtosis
5.54
Zeros
15
Outliers
100 low · 10 high
numeric5500 – 0.0903mean 0.0104
Min.
0
1st Qu.
0
Median
0.0047
Mean
0.0104
3rd Qu.
0.0087
Max.
0.0903
Std. dev
0.0187
Skewness
2.662
Kurtosis
6.55
Zeros
31
Outliers
110 low · 11 high
numeric6700 – 0.4246mean 0.0104
Min.
0
1st Qu.
0.002
Median
0.0041
Mean
0.0104
3rd Qu.
0.007
Max.
0.4246
Std. dev
0.0433
Skewness
9.125
Kurtosis
84.28
Zeros
5
Outliers
90 low · 9 high
numeric5000 – 0.3117mean 0.0104
Min.
0
1st Qu.
0.0008
Median
0.0017
Mean
0.0104
3rd Qu.
0.0032
Max.
0.3117
Std. dev
0.0388
Skewness
5.908
Kurtosis
38.53
Zeros
9
Outliers
120 low · 12 high
numeric6200 – 0.0958mean 0.0104
Min.
0
1st Qu.
0.001
Median
0.0034
Mean
0.0104
3rd Qu.
0.009
Max.
0.0958
Std. dev
0.0178
Skewness
2.693
Kurtosis
7.59
Zeros
4
Outliers
150 low · 15 high
numeric7100 – 0.0671mean 0.0104
Min.
0
1st Qu.
0.0031
Median
0.0074
Mean
0.0104
3rd Qu.
0.0157
Max.
0.0671
Std. dev
0.0116
Skewness
2.377
Kurtosis
7.836
Zeros
11
Outliers
30 low · 3 high
numeric7800 – 0.0344mean 0.0104
Min.
0
1st Qu.
0.0058
Median
0.0092
Mean
0.0104
3rd Qu.
0.0133
Max.
0.0344
Std. dev
0.0069
Skewness
0.9467
Kurtosis
0.6452
Zeros
1
Outliers
40 low · 4 high
Same structure in 2 other datasets
These datasets share the same columns and types but hold different data.
Version history
| Version | Released | Size | Change | Stored as | Confidence |
|---|---|---|---|---|---|
| 3.23 | 2026-04-28 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.22 | 2025-11-28 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.21 | 2025-04-15 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.20 | 2024-10-29 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.19 | 2024-04-30 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.18 | 2023-10-24 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.17 | 2023-09-25 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.16 | 2022-11-01 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.15 | 2022-04-26 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.14 | 2021-11-29 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.13 | 2021-05-19 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.12 | 2020-10-27 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.11 | 2020-04-27 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.10 | 2019-10-29 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.9 | 2019-05-02 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.8 | 2018-10-30 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.7 | 2018-04-30 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.6 | 2017-10-30 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.5 | 2017-04-24 | 96 × 35 | Unchanged | rda · xz version 2 · 19 KB | exact |
| 3.4 | 2016-10-17 | 96 × 35 | – | rda · xz version 2 · 19 KB | exact |