QCAHS
Dataset used in the vignette.
Bundled with ASGSCA · exported, loads via data()
Class
data.frame
Dimensions
1,707 × 49
Missing
0
Format
rda · gzip
version 2 · 86 KB
File
data/QCAHS.rda
Fingerprint
e51ff9e1
Format documented
Yes
Source
Source not stated
About this object
Equal-length columns presented as a table, R's standard rectangular format. R object catalogue
Columns
Column
Type
Distinct
Missing
Summary
numeric300 – 2mean 0.8465
Min.
0
1st Qu.
0
Median
1
Mean
0.8465
3rd Qu.
1
Max.
2
Std. dev
0.7107
Skewness
0.23
Kurtosis
-1.012
Zeros
582
numeric300 – 2mean 0.5354
Min.
0
1st Qu.
0
Median
0
Mean
0.5354
3rd Qu.
1
Max.
2
Std. dev
0.6298
Skewness
0.7532
Kurtosis
-0.4448
Zeros
919
numeric300 – 2mean 0.5513
Min.
0
1st Qu.
0
Median
0
Mean
0.5513
3rd Qu.
1
Max.
2
Std. dev
0.6416
Skewness
0.7401
Kurtosis
-0.486
Zeros
906
numeric300 – 2mean 0.522
Min.
0
1st Qu.
0
Median
0
Mean
0.522
3rd Qu.
1
Max.
2
Std. dev
0.6266
Skewness
0.7885
Kurtosis
-0.3952
Zeros
938
numeric300 – 2mean 0.324
Min.
0
1st Qu.
0
Median
0
Mean
0.324
3rd Qu.
1
Max.
2
Std. dev
0.5248
Skewness
1.323
Kurtosis
0.7649
Zeros
1,202
numeric200 – 1mean 0.1435
Min.
0
1st Qu.
0
Median
0
Mean
0.1435
3rd Qu.
0
Max.
1
Std. dev
0.3507
Skewness
2.032
Kurtosis
2.129
Zeros
1,462
numeric200 – 1mean 0.2004
Min.
0
1st Qu.
0
Median
0
Mean
0.2004
3rd Qu.
0
Max.
1
Std. dev
0.4004
Skewness
1.496
Kurtosis
0.238
Zeros
1,365
numeric200 – 1mean 0.0328
Min.
0
1st Qu.
0
Median
0
Mean
0.0328
3rd Qu.
0
Max.
1
Std. dev
0.1782
Skewness
5.241
Kurtosis
25.48
Zeros
1,651
numeric200 – 1mean 0.0141
Min.
0
1st Qu.
0
Median
0
Mean
0.0141
3rd Qu.
0
Max.
1
Std. dev
0.1178
Skewness
8.247
Kurtosis
66.06
Zeros
1,683
numeric200 – 1mean 0.0094
Min.
0
1st Qu.
0
Median
0
Mean
0.0094
3rd Qu.
0
Max.
1
Std. dev
0.0964
Skewness
10.17
Kurtosis
101.6
Zeros
1,691
numeric300 – 2mean 0.4517
Min.
0
1st Qu.
0
Median
0
Mean
0.4517
3rd Qu.
1
Max.
2
Std. dev
0.5914
Skewness
0.9262
Kurtosis
-0.1439
Zeros
1,023
numeric300 – 2mean 0.5226
Min.
0
1st Qu.
0
Median
0
Mean
0.5226
3rd Qu.
1
Max.
2
Std. dev
0.6229
Skewness
0.7729
Kurtosis
-0.4084
Zeros
933
numeric300 – 2mean 0.5202
Min.
0
1st Qu.
0
Median
0
Mean
0.5202
3rd Qu.
1
Max.
2
Std. dev
0.6116
Skewness
0.7374
Kurtosis
-0.4376
Zeros
925
numeric300 – 2mean 0.652
Min.
0
1st Qu.
0
Median
1
Mean
0.652
3rd Qu.
1
Max.
2
Std. dev
0.6759
Skewness
0.5531
Kurtosis
-0.7527
Zeros
790
numeric300 – 2mean 0.4786
Min.
0
1st Qu.
0
Median
0
Mean
0.4786
3rd Qu.
1
Max.
2
Std. dev
0.6172
Skewness
0.9182
Kurtosis
-0.1893
Zeros
1,002
numeric200 – 1mean 0.0475
Min.
0
1st Qu.
0
Median
0
Mean
0.0475
3rd Qu.
0
Max.
1
Std. dev
0.2127
Skewness
4.253
Kurtosis
16.1
Zeros
1,626
numeric200 – 1mean 0.2302
Min.
0
1st Qu.
0
Median
0
Mean
0.2302
3rd Qu.
0
Max.
1
Std. dev
0.4211
Skewness
1.28
Kurtosis
-0.3605
Zeros
1,314
numeric200 – 1mean 0.0117
Min.
0
1st Qu.
0
Median
0
Mean
0.0117
3rd Qu.
0
Max.
1
Std. dev
0.1076
Skewness
9.067
Kurtosis
80.26
Zeros
1,687
numeric200 – 1mean 0.0269
Min.
0
1st Qu.
0
Median
0
Mean
0.0269
3rd Qu.
0
Max.
1
Std. dev
0.162
Skewness
5.838
Kurtosis
32.1
Zeros
1,661
numeric300 – 2mean 0.3796
Min.
0
1st Qu.
0
Median
0
Mean
0.3796
3rd Qu.
1
Max.
2
Std. dev
0.5446
Skewness
1.053
Kurtosis
0.0774
Zeros
1,111
numeric300 – 2mean 0.7042
Min.
0
1st Qu.
0
Median
1
Mean
0.7042
3rd Qu.
1
Max.
2
Std. dev
0.6803
Skewness
0.4465
Kurtosis
-0.8252
Zeros
722
numeric300 – 2mean 0.4523
Min.
0
1st Qu.
0
Median
0
Mean
0.4523
3rd Qu.
1
Max.
2
Std. dev
0.6003
Skewness
0.9636
Kurtosis
-0.0855
Zeros
1,031
numeric200 – 1mean 0.1845
Min.
0
1st Qu.
0
Median
0
Mean
0.1845
3rd Qu.
0
Max.
1
Std. dev
0.388
Skewness
1.625
Kurtosis
0.6411
Zeros
1,392
numeric200 – 1mean 0.249
Min.
0
1st Qu.
0
Median
0
Mean
0.249
3rd Qu.
0
Max.
1
Std. dev
0.4325
Skewness
1.16
Kurtosis
-0.6548
Zeros
1,282
numeric300 – 2mean 0.5425
Min.
0
1st Qu.
0
Median
0
Mean
0.5425
3rd Qu.
1
Max.
2
Std. dev
0.6228
Skewness
0.705
Kurtosis
-0.4876
Zeros
900
numeric200 – 1mean 0.2244
Min.
0
1st Qu.
0
Median
0
Mean
0.2244
3rd Qu.
0
Max.
1
Std. dev
0.4173
Skewness
1.32
Kurtosis
-0.257
Zeros
1,324
numeric200 – 1mean 0.2601
Min.
0
1st Qu.
0
Median
0
Mean
0.2601
3rd Qu.
1
Max.
1
Std. dev
0.4388
Skewness
1.093
Kurtosis
-0.8064
Zeros
1,263
numeric200 – 1mean 0.0926
Min.
0
1st Qu.
0
Median
0
Mean
0.0926
3rd Qu.
0
Max.
1
Std. dev
0.2899
Skewness
2.809
Kurtosis
5.895
Zeros
1,549
numeric300 – 2mean 0.8594
Min.
0
1st Qu.
0
Median
1
Mean
0.8594
3rd Qu.
1
Max.
2
Std. dev
0.6993
Skewness
0.1998
Kurtosis
-0.957
Zeros
554
numeric300 – 2mean 0.7581
Min.
0
1st Qu.
0
Median
1
Mean
0.7581
3rd Qu.
1
Max.
2
Std. dev
0.6929
Skewness
0.3622
Kurtosis
-0.9045
Zeros
666
numeric300 – 2mean 0.6591
Min.
0
1st Qu.
0
Median
1
Mean
0.6591
3rd Qu.
1
Max.
2
Std. dev
0.662
Skewness
0.5055
Kurtosis
-0.7336
Zeros
764
numeric300 – 2mean 0.5278
Min.
0
1st Qu.
0
Median
0
Mean
0.5278
3rd Qu.
1
Max.
2
Std. dev
0.6292
Skewness
0.7771
Kurtosis
-0.4146
Zeros
931
numeric300 – 2mean 0.7393
Min.
0
1st Qu.
0
Median
1
Mean
0.7393
3rd Qu.
1
Max.
2
Std. dev
0.6775
Skewness
0.3723
Kurtosis
-0.8366
Zeros
672
numeric300 – 2mean 0.8202
Min.
0
1st Qu.
0
Median
1
Mean
0.8202
3rd Qu.
1
Max.
2
Std. dev
0.6856
Skewness
0.2464
Kurtosis
-0.8859
Zeros
582
numeric200 – 1mean 0.1488
Min.
0
1st Qu.
0
Median
0
Mean
0.1488
3rd Qu.
0
Max.
1
Std. dev
0.356
Skewness
1.972
Kurtosis
1.889
Zeros
1,453
numeric300 – 2mean 0.8383
Min.
0
1st Qu.
0
Median
1
Mean
0.8383
3rd Qu.
1
Max.
2
Std. dev
0.7031
Skewness
0.2365
Kurtosis
-0.9738
Zeros
582
numeric300 – 2mean 0.7926
Min.
0
1st Qu.
0
Median
1
Mean
0.7926
3rd Qu.
1
Max.
2
Std. dev
0.685
Skewness
0.2903
Kurtosis
-0.8814
Zeros
614
numeric300 – 2mean 0.6397
Min.
0
1st Qu.
0
Median
1
Mean
0.6397
3rd Qu.
1
Max.
2
Std. dev
0.6794
Skewness
0.5902
Kurtosis
-0.739
Zeros
812
numeric300 – 2mean 0.3761
Min.
0
1st Qu.
0
Median
0
Mean
0.3761
3rd Qu.
1
Max.
2
Std. dev
0.5427
Skewness
1.063
Kurtosis
0.0974
Zeros
1,116
numeric300 – 2mean 0.8746
Min.
0
1st Qu.
0
Median
1
Mean
0.8746
3rd Qu.
1
Max.
2
Std. dev
0.7113
Skewness
0.1856
Kurtosis
-1.02
Zeros
552
numeric300 – 2mean 0.5097
Min.
0
1st Qu.
0
Median
0
Mean
0.5097
3rd Qu.
1
Max.
2
Std. dev
0.6251
Skewness
0.827
Kurtosis
-0.3409
Zeros
957
numeric5600-3.3049 – 4.0021mean -0.0048
Min.
-3.3049
1st Qu.
-0.7067
Median
-0.0858
Mean
-0.0048
3rd Qu.
0.6362
Max.
4.0021
Std. dev
1.0004
Skewness
0.3782
Kurtosis
0.2448
Outliers
192 low · 17 high
numeric1,6000-3.6558 – 3.5331mean -0.0448
Min.
-3.6558
1st Qu.
-0.6529
Median
-0.0646
Mean
-0.0448
3rd Qu.
0.5853
Max.
3.5331
Std. dev
0.984
Skewness
-0.0463
Kurtosis
0.5134
Outliers
3016 low · 14 high
numeric4060-2.1644 – 6.6918mean 0.025
Min.
-2.1644
1st Qu.
-0.6811
Median
-0.061
Mean
0.025
3rd Qu.
0.594
Max.
6.6918
Std. dev
1.0318
Skewness
0.9129
Kurtosis
2.134
Outliers
390 low · 39 high
numeric6760-1.8008 – 9.8659mean -0.0033
Min.
-1.8008
1st Qu.
-0.6554
Median
-0.2518
Mean
-0.0033
3rd Qu.
0.4281
Max.
9.8659
Std. dev
0.9743
Skewness
2.116
Kurtosis
9.624
Outliers
710 low · 71 high
numeric1350-4.5407 – 4.5286mean -0.0071
Min.
-4.5407
1st Qu.
-0.5728
Median
-0.0161
Mean
-0.0071
3rd Qu.
0.5608
Max.
4.5286
Std. dev
0.9908
Skewness
0.2053
Kurtosis
2.172
Outliers
5016 low · 34 high
numeric1,6640-1.7686 – 11.9929mean -0.0495
Min.
-1.7686
1st Qu.
-0.5155
Median
-0.2106
Mean
-0.0495
3rd Qu.
0.1998
Max.
11.9929
Std. dev
0.8723
Skewness
4.581
Kurtosis
42.22
Outliers
903 low · 87 high
numeric5340-2.8534 – 3.9571mean 0.0084
Min.
-2.8534
1st Qu.
-0.6867
Median
-0.1067
Mean
0.0084
3rd Qu.
0.6071
Max.
3.9571
Std. dev
1.0076
Skewness
0.5733
Kurtosis
0.5227
Outliers
381 low · 37 high
numeric3590-3.3546 – 3.9808mean -0.0051
Min.
-3.3546
1st Qu.
-0.6656
Median
-0.0369
Mean
-0.0051
3rd Qu.
0.632
Max.
3.9808
Std. dev
0.9879
Skewness
0.2611
Kurtosis
0.2438
Outliers
204 low · 16 high
Version history
| Version | Released | Size | Change | Stored as | Confidence |
|---|---|---|---|---|---|
| 3.23 | 2026-04-28 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.22 | 2025-10-29 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.21 | 2025-04-15 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.20 | 2024-10-29 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.19 | 2024-04-30 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.18 | 2023-10-24 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.17 | 2023-04-25 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.16 | 2022-11-01 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.15 | 2022-04-26 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.14 | 2021-10-26 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.13 | 2021-05-19 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.12 | 2020-10-27 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.11 | 2020-04-27 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.10 | 2019-10-29 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.9 | 2019-05-02 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.8 | 2018-10-30 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.7 | 2018-04-30 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.6 | 2017-10-30 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.5 | 2017-04-24 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.4 | 2016-10-27 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.3 | 2016-05-03 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.2 | 2015-10-13 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.1 | 2015-04-16 | 1,707 × 49 | Unchanged | rda · gzip version 2 · 86 KB | exact |
| 3.0 | 2014-10-13 | 1,707 × 49 | – | rda · gzip version 2 · 86 KB | exact |