testData1
Gene expression profiling from cancer patients (test dataset)
Bundled with ASSIGN · exported, loads via data()
Class
data.frame
Dimensions
1,000 × 111
Missing
0
Format
rda · gzip
version 2 · 838 KB
File
data/testData1.rda
Fingerprint
00b40d7d
Format documented
Yes
Source
Bild et al. (2006) Oncogenic pathway signatures in human cancers as a guide to targeted therapies. Nature, 439, 353-357.
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
numeric1,0000-0.7106 – 6.8494mean 1.219
Min.
-0.7106
1st Qu.
0.4524
Median
0.9771
Mean
1.2187
3rd Qu.
1.6492
Max.
6.8494
Std. dev
1.1928
Skewness
1.609
Kurtosis
3.281
Outliers
570 low · 57 high
numeric1,0000-0.5324 – 6.3107mean 1.367
Min.
-0.5324
1st Qu.
0.454
Median
1.1041
Mean
1.3665
3rd Qu.
1.9378
Max.
6.3107
Std. dev
1.244
Skewness
1.209
Kurtosis
1.408
Outliers
460 low · 46 high
numeric1,0000-0.532 – 6.4817mean 1.471
Min.
-0.532
1st Qu.
0.5183
Median
1.2233
Mean
1.471
3rd Qu.
2.0572
Max.
6.4817
Std. dev
1.3201
Skewness
1.105
Kurtosis
0.9556
Outliers
500 low · 50 high
numeric1,0000-0.5641 – 6.0134mean 1.329
Min.
-0.5641
1st Qu.
0.3765
Median
1.0169
Mean
1.3287
3rd Qu.
1.9126
Max.
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Std. dev
1.3206
Skewness
1.32
Kurtosis
1.571
Outliers
520 low · 52 high
numeric1,0000-0.5181 – 5.5923mean 1.498
Min.
-0.5181
1st Qu.
0.4741
Median
1.2135
Mean
1.4985
3rd Qu.
2.1831
Max.
5.5923
Std. dev
1.3242
Skewness
0.9378
Kurtosis
0.3748
Outliers
320 low · 32 high
numeric1,0000-0.5456 – 5.7687mean 1.291
Min.
-0.5456
1st Qu.
0.4011
Median
1.0613
Mean
1.2914
3rd Qu.
1.7858
Max.
5.7687
Std. dev
1.2196
Skewness
1.274
Kurtosis
1.543
Outliers
510 low · 51 high
numeric1,0000-0.5025 – 5.1248mean 1.505
Min.
-0.5025
1st Qu.
0.6528
Median
1.3308
Mean
1.5053
3rd Qu.
2.1207
Max.
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Std. dev
1.1909
Skewness
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Kurtosis
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Outliers
330 low · 33 high
numeric1,0000-0.4143 – 5.8761mean 1.382
Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
510 low · 51 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
290 low · 29 high
numeric1,0000-0.6738 – 6.1717mean 1.027
Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
1.347
Max.
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Std. dev
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Skewness
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Kurtosis
4.764
Outliers
680 low · 68 high
numeric1,0000-0.6758 – 5.7898mean 1.425
Min.
-0.6758
1st Qu.
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Median
1.1859
Mean
1.4252
3rd Qu.
2.027
Max.
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Std. dev
1.2498
Skewness
1.07
Kurtosis
0.9513
Outliers
420 low · 42 high
numeric1,0000-0.5829 – 5.0002mean 1.47
Min.
-0.5829
1st Qu.
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Median
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Mean
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3rd Qu.
2.0947
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
270 low · 27 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
830 low · 83 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
2.2106
Max.
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Std. dev
1.4077
Skewness
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Kurtosis
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Outliers
450 low · 45 high
numeric1,0000-0.6988 – 6.3193mean 1.421
Min.
-0.6988
1st Qu.
0.3936
Median
1.1238
Mean
1.4206
3rd Qu.
2.0327
Max.
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Std. dev
1.3829
Skewness
1.272
Kurtosis
1.413
Outliers
470 low · 47 high
numeric1,0000-0.4819 – 6.5296mean 1.455
Min.
-0.4819
1st Qu.
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Median
1.1409
Mean
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3rd Qu.
2.0201
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
540 low · 54 high
numeric1,0000-0.7044 – 6.3238mean 1.549
Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
380 low · 38 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
580 low · 58 high
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Min.
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1st Qu.
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Median
1.2742
Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
450 low · 45 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
380 low · 38 high
numeric1,0000-0.7036 – 6.4414mean 1.331
Min.
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1st Qu.
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Median
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Mean
1.3306
3rd Qu.
1.8423
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
560 low · 56 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
510 low · 51 high
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Min.
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1st Qu.
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Median
1.1306
Mean
1.3646
3rd Qu.
1.9154
Max.
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Std. dev
1.2427
Skewness
1.237
Kurtosis
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Outliers
440 low · 44 high
numeric1,0000-0.7467 – 6.7212mean 1.234
Min.
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1st Qu.
0.3418
Median
0.8955
Mean
1.2335
3rd Qu.
1.6964
Max.
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Std. dev
1.2955
Skewness
1.607
Kurtosis
2.757
Outliers
580 low · 58 high
numeric1,0000-0.7895 – 5.1995mean 1.337
Min.
-0.7895
1st Qu.
0.4355
Median
1.1336
Mean
1.3365
3rd Qu.
1.875
Max.
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Std. dev
1.209
Skewness
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Kurtosis
0.7409
Outliers
490 low · 49 high
numeric1,0000-0.6615 – 5.5922mean 1.279
Min.
-0.6615
1st Qu.
0.4688
Median
1.0716
Mean
1.2786
3rd Qu.
1.7297
Max.
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Std. dev
1.1623
Skewness
1.303
Kurtosis
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Outliers
530 low · 53 high
numeric1,0000-0.539 – 5.3419mean 1.319
Min.
-0.539
1st Qu.
0.3871
Median
1.0261
Mean
1.3194
3rd Qu.
1.8975
Max.
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Std. dev
1.2468
Skewness
1.167
Kurtosis
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Outliers
460 low · 46 high
numeric1,0000-0.5442 – 5.1495mean 1.441
Min.
-0.5442
1st Qu.
0.5548
Median
1.2616
Mean
1.4414
3rd Qu.
2.0642
Max.
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Std. dev
1.1983
Skewness
0.8784
Kurtosis
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Outliers
330 low · 33 high
numeric1,0000-0.5544 – 5.0691mean 1.499
Min.
-0.5544
1st Qu.
0.7061
Median
1.3779
Mean
1.4992
3rd Qu.
2.0822
Max.
5.0691
Std. dev
1.1158
Skewness
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Kurtosis
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Outliers
290 low · 29 high
numeric1,0000-0.587 – 5.2847mean 1.362
Min.
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1st Qu.
0.5526
Median
1.199
Mean
1.3623
3rd Qu.
1.935
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
370 low · 37 high
numeric1,0000-0.6021 – 4.7483mean 1.386
Min.
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1st Qu.
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Median
1.2479
Mean
1.3862
3rd Qu.
1.9743
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
270 low · 27 high
numeric1,0000-0.477 – 4.7084mean 1.561
Min.
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1st Qu.
0.6789
Median
1.4586
Mean
1.5612
3rd Qu.
2.2834
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
10 low · 1 high
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Min.
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1st Qu.
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Median
1.34
Mean
1.5121
3rd Qu.
2.2292
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
70 low · 7 high
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Min.
-0.4876
1st Qu.
0.4165
Median
1.0408
Mean
1.2829
3rd Qu.
1.77
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
550 low · 55 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
340 low · 34 high
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Min.
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1st Qu.
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Median
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Mean
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3rd Qu.
2.0382
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
360 low · 36 high
numeric1,0000-0.575 – 5.4355mean 1.406
Min.
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1st Qu.
0.5183
Median
1.1383
Mean
1.406
3rd Qu.
2.0226
Max.
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Std. dev
1.2366
Skewness
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Kurtosis
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Outliers
420 low · 42 high
numeric1,0000-0.5043 – 5.3335mean 1.305
Min.
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1st Qu.
0.4348
Median
1.0983
Mean
1.3046
3rd Qu.
1.854
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
420 low · 42 high
numeric1,0000-0.5228 – 5.1726mean 1.42
Min.
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1st Qu.
0.4606
Median
1.1908
Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
90 low · 9 high
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Min.
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1st Qu.
0.6249
Median
1.3824
Mean
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3rd Qu.
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Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
50 low · 5 high
numeric1,0000-0.5142 – 4.5737mean 1.286
Min.
-0.5142
1st Qu.
0.4378
Median
1.1177
Mean
1.2855
3rd Qu.
1.9007
Max.
4.5737
Std. dev
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Skewness
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Kurtosis
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Outliers
250 low · 25 high
numeric1,0000-0.6282 – 5.0034mean 1.419
Min.
-0.6282
1st Qu.
0.5642
Median
1.2675
Mean
1.4187
3rd Qu.
2.0207
Max.
5.0034
Std. dev
1.1543
Skewness
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Kurtosis
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Outliers
290 low · 29 high
numeric1,0000-0.6033 – 4.9996mean 1.273
Min.
-0.6033
1st Qu.
0.4139
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1.106
Mean
1.2727
3rd Qu.
1.8276
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
420 low · 42 high
numeric1,0000-0.6219 – 5.2587mean 1.305
Min.
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1st Qu.
0.5107
Median
1.0611
Mean
1.3048
3rd Qu.
1.8502
Max.
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Std. dev
1.1371
Skewness
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Kurtosis
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Outliers
500 low · 50 high
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Min.
-0.5685
1st Qu.
0.5505
Median
1.1955
Mean
1.4133
3rd Qu.
2.0012
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
380 low · 38 high
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Min.
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1st Qu.
0.3529
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0.9854
Mean
1.227
3rd Qu.
1.7712
Max.
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Std. dev
1.219
Skewness
1.416
Kurtosis
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Outliers
470 low · 47 high
numeric1,0000-0.6338 – 6.3799mean 1.213
Min.
-0.6338
1st Qu.
0.3279
Median
0.9102
Mean
1.2132
3rd Qu.
1.6225
Max.
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Std. dev
1.2967
Skewness
1.618
Kurtosis
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Outliers
680 low · 68 high
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Min.
-0.7151
1st Qu.
0.4002
Median
1.0047
Mean
1.3481
3rd Qu.
1.8519
Max.
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Std. dev
1.3648
Skewness
1.482
Kurtosis
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Outliers
690 low · 69 high
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Min.
-0.6766
1st Qu.
0.3535
Median
0.9309
Mean
1.2761
3rd Qu.
1.7591
Max.
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Std. dev
1.3295
Skewness
1.509
Kurtosis
2.209
Outliers
650 low · 65 high
numeric1,0000-0.5904 – 7.1262mean 1.317
Min.
-0.5904
1st Qu.
0.3208
Median
0.9756
Mean
1.3171
3rd Qu.
1.722
Max.
7.1262
Std. dev
1.4393
Skewness
1.671
Kurtosis
2.91
Outliers
730 low · 73 high
numeric1,0000-0.6434 – 6.4434mean 1.125
Min.
-0.6434
1st Qu.
0.3027
Median
0.7653
Mean
1.1245
3rd Qu.
1.502
Max.
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Std. dev
1.2499
Skewness
1.762
Kurtosis
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Outliers
730 low · 73 high
numeric1,0000-0.6934 – 6.0971mean 1.363
Min.
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1st Qu.
0.3447
Median
1.0432
Mean
1.3628
3rd Qu.
1.971
Max.
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Std. dev
1.3446
Skewness
1.208
Kurtosis
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Outliers
430 low · 43 high
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Min.
-0.4439
1st Qu.
0.4979
Median
1.2028
Mean
1.4833
3rd Qu.
2.2217
Max.
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Std. dev
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Skewness
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Kurtosis
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Outliers
210 low · 21 high
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Min.
-0.6442
1st Qu.
0.2261
Median
0.696
Mean
1.0443
3rd Qu.
1.2828
Max.
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Std. dev
1.3539
Skewness
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Kurtosis
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Outliers
790 low · 79 high
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Min.
-0.5494
1st Qu.
0.4227
Median
1.1173
Mean
1.4434
3rd Qu.
2.0758
Max.
6.8243
Std. dev
1.3649
Skewness
1.166
Kurtosis
1.104
Outliers
410 low · 41 high
numeric1,0000-0.6525 – 6.375mean 1.278
Min.
-0.6525
1st Qu.
0.3989
Median
1.0265
Mean
1.2779
3rd Qu.
1.742
Max.
6.375
Std. dev
1.2475
Skewness
1.482
Kurtosis
2.524
Outliers
580 low · 58 high
numeric1,0000-0.5867 – 7.1688mean 1.342
Min.
-0.5867
1st Qu.
0.3871
Median
1.0433
Mean
1.3416
3rd Qu.
1.8271
Max.
7.1688
Std. dev
1.3696
Skewness
1.586
Kurtosis
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Outliers
580 low · 58 high
numeric1,0000-0.7175 – 6.7225mean 1.249
Min.
-0.7175
1st Qu.
0.3819
Median
1.002
Mean
1.2491
3rd Qu.
1.7347
Max.
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Std. dev
1.2326
Skewness
1.476
Kurtosis
2.518
Outliers
530 low · 53 high
numeric1,0000-0.535 – 5.984mean 1.363
Min.
-0.535
1st Qu.
0.4381
Median
1.1088
Mean
1.3629
3rd Qu.
1.915
Max.
5.984
Std. dev
1.2602
Skewness
1.235
Kurtosis
1.499
Outliers
500 low · 50 high
numeric1,0000-0.5738 – 5.4844mean 1.305
Min.
-0.5738
1st Qu.
0.3987
Median
1.0968
Mean
1.3052
3rd Qu.
1.9028
Max.
5.4844
Std. dev
1.1871
Skewness
1.109
Kurtosis
1.122
Outliers
350 low · 35 high
numeric1,0000-0.8325 – 6.2804mean 1.182
Min.
-0.8325
1st Qu.
0.3826
Median
0.9038
Mean
1.1816
3rd Qu.
1.6479
Max.
6.2804
Std. dev
1.1861
Skewness
1.555
Kurtosis
2.946
Outliers
560 low · 56 high
numeric1,0000-0.7268 – 6.7521mean 1.358
Min.
-0.7268
1st Qu.
0.3465
Median
1.0251
Mean
1.3581
3rd Qu.
1.937
Max.
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Std. dev
1.3965
Skewness
1.396
Kurtosis
1.863
Outliers
480 low · 48 high
numeric1,0000-0.7347 – 6.399mean 1.286
Min.
-0.7347
1st Qu.
0.4147
Median
1.0267
Mean
1.2863
3rd Qu.
1.7937
Max.
6.399
Std. dev
1.2712
Skewness
1.441
Kurtosis
2.259
Outliers
570 low · 57 high
numeric1,0000-0.6589 – 5.7772mean 1.354
Min.
-0.6589
1st Qu.
0.421
Median
1.0657
Mean
1.354
3rd Qu.
1.9533
Max.
5.7772
Std. dev
1.2637
Skewness
1.186
Kurtosis
1.217
Outliers
400 low · 40 high
numeric1,0000-0.7095 – 6.4134mean 1.247
Min.
-0.7095
1st Qu.
0.3733
Median
0.9933
Mean
1.2473
3rd Qu.
1.6887
Max.
6.4134
Std. dev
1.247
Skewness
1.585
Kurtosis
2.929
Outliers
630 low · 63 high
numeric1,0000-0.6786 – 7.4285mean 1.162
Min.
-0.6786
1st Qu.
0.2802
Median
0.8114
Mean
1.1621
3rd Qu.
1.5408
Max.
7.4285
Std. dev
1.355
Skewness
2.046
Kurtosis
4.98
Outliers
660 low · 66 high
numeric1,0000-0.7595 – 6.0399mean 1.208
Min.
-0.7595
1st Qu.
0.4013
Median
0.9617
Mean
1.2082
3rd Qu.
1.6741
Max.
6.0399
Std. dev
1.1992
Skewness
1.565
Kurtosis
2.825
Outliers
610 low · 61 high
numeric1,0000-0.7498 – 8.8442mean 0.9931
Min.
-0.7498
1st Qu.
0.2067
Median
0.6345
Mean
0.9931
3rd Qu.
1.2649
Max.
8.8442
Std. dev
1.3649
Skewness
2.82
Kurtosis
9.902
Outliers
710 low · 71 high
numeric1,0000-0.7589 – 6.194mean 1.329
Min.
-0.7589
1st Qu.
0.4
Median
1.0521
Mean
1.329
3rd Qu.
1.8283
Max.
6.194
Std. dev
1.285
Skewness
1.334
Kurtosis
1.748
Outliers
550 low · 55 high
numeric1,0000-0.6322 – 6.2382mean 1.088
Min.
-0.6322
1st Qu.
0.2919
Median
0.7859
Mean
1.0876
3rd Qu.
1.4933
Max.
6.2382
Std. dev
1.1687
Skewness
1.68
Kurtosis
3.022
Outliers
680 low · 68 high
numeric1,0000-0.761 – 6.649mean 1.183
Min.
-0.761
1st Qu.
0.3214
Median
0.8683
Mean
1.1832
3rd Qu.
1.5564
Max.
6.649
Std. dev
1.2882
Skewness
1.686
Kurtosis
3.117
Outliers
700 low · 70 high
numeric1,0000-0.7542 – 6.2629mean 1.345
Min.
-0.7542
1st Qu.
0.4337
Median
1.0859
Mean
1.3454
3rd Qu.
1.8289
Max.
6.2629
Std. dev
1.2867
Skewness
1.33
Kurtosis
1.83
Outliers
540 low · 54 high
numeric1,0000-0.7622 – 7.4157mean 1.174
Min.
-0.7622
1st Qu.
0.319
Median
0.88
Mean
1.1738
3rd Qu.
1.5873
Max.
7.4157
Std. dev
1.3009
Skewness
1.936
Kurtosis
4.76
Outliers
600 low · 60 high
numeric1,0000-0.7598 – 6.4278mean 1.304
Min.
-0.7598
1st Qu.
0.3318
Median
1.0457
Mean
1.3036
3rd Qu.
1.8392
Max.
6.4278
Std. dev
1.3198
Skewness
1.44
Kurtosis
2.198
Outliers
490 low · 49 high
numeric1,0000-0.7083 – 6.1008mean 1.171
Min.
-0.7083
1st Qu.
0.3676
Median
0.9267
Mean
1.1715
3rd Qu.
1.621
Max.
6.1008
Std. dev
1.1767
Skewness
1.546
Kurtosis
2.765
Outliers
590 low · 59 high
numeric1,0000-0.6554 – 6.4345mean 1.303
Min.
-0.6554
1st Qu.
0.361
Median
0.9729
Mean
1.3027
3rd Qu.
1.8233
Max.
6.4345
Std. dev
1.3327
Skewness
1.413
Kurtosis
1.842
Outliers
600 low · 60 high
numeric1,0000-0.8045 – 5.7304mean 1.3
Min.
-0.8045
1st Qu.
0.4482
Median
1.0025
Mean
1.3003
3rd Qu.
1.8273
Max.
5.7304
Std. dev
1.2019
Skewness
1.145
Kurtosis
1.032
Outliers
470 low · 47 high
numeric1,0000-0.6272 – 5.9539mean 1.236
Min.
-0.6272
1st Qu.
0.3393
Median
0.9777
Mean
1.2365
3rd Qu.
1.7398
Max.
5.9539
Std. dev
1.2175
Skewness
1.311
Kurtosis
1.681
Outliers
540 low · 54 high
numeric1,0000-0.6713 – 5.9969mean 1.301
Min.
-0.6713
1st Qu.
0.447
Median
1.0247
Mean
1.3013
3rd Qu.
1.8396
Max.
5.9969
Std. dev
1.2064
Skewness
1.27
Kurtosis
1.544
Outliers
490 low · 49 high
numeric1,0000-0.6374 – 5.0137mean 1.265
Min.
-0.6374
1st Qu.
0.4843
Median
1.0854
Mean
1.2652
3rd Qu.
1.7845
Max.
5.0137
Std. dev
1.081
Skewness
1.024
Kurtosis
0.9178
Outliers
370 low · 37 high
numeric1,0000-0.6944 – 5.5587mean 1.505
Min.
-0.6944
1st Qu.
0.6227
Median
1.3159
Mean
1.5052
3rd Qu.
2.0912
Max.
5.5587
Std. dev
1.2149
Skewness
0.8413
Kurtosis
0.3534
Outliers
330 low · 33 high
numeric1,0000-0.552 – 5.3866mean 1.373
Min.
-0.552
1st Qu.
0.5159
Median
1.1497
Mean
1.3727
3rd Qu.
1.9836
Max.
5.3866
Std. dev
1.1794
Skewness
1.01
Kurtosis
0.7918
Outliers
360 low · 36 high
numeric1,0000-0.5505 – 5.1466mean 1.337
Min.
-0.5505
1st Qu.
0.5018
Median
1.1318
Mean
1.3372
3rd Qu.
1.9163
Max.
5.1466
Std. dev
1.13
Skewness
0.9636
Kurtosis
0.7112
Outliers
350 low · 35 high
numeric1,0000-0.7297 – 7.0147mean 1.144
Min.
-0.7297
1st Qu.
0.2725
Median
0.7867
Mean
1.1444
3rd Qu.
1.6668
Max.
7.0147
Std. dev
1.2933
Skewness
1.737
Kurtosis
3.611
Outliers
540 low · 54 high
numeric1,0000-0.7131 – 5.8189mean 1.32
Min.
-0.7131
1st Qu.
0.4612
Median
1.019
Mean
1.3198
3rd Qu.
1.8165
Max.
5.8189
Std. dev
1.2421
Skewness
1.272
Kurtosis
1.546
Outliers
560 low · 56 high
numeric1,0000-0.6087 – 5.1763mean 1.237
Min.
-0.6087
1st Qu.
0.4677
Median
1.0614
Mean
1.2367
3rd Qu.
1.7118
Max.
5.1763
Std. dev
1.0766
Skewness
1.155
Kurtosis
1.38
Outliers
490 low · 49 high
numeric1,0000-0.5889 – 5.462mean 1.274
Min.
-0.5889
1st Qu.
0.4
Median
1.0288
Mean
1.2744
3rd Qu.
1.8023
Max.
5.462
Std. dev
1.1772
Skewness
1.212
Kurtosis
1.386
Outliers
470 low · 47 high
numeric1,0000-0.6043 – 5.3242mean 1.205
Min.
-0.6043
1st Qu.
0.3811
Median
0.9706
Mean
1.205
3rd Qu.
1.7424
Max.
5.3242
Std. dev
1.1261
Skewness
1.235
Kurtosis
1.598
Outliers
380 low · 38 high
numeric1,0000-0.4606 – 5.1707mean 1.264
Min.
-0.4606
1st Qu.
0.3928
Median
1.0342
Mean
1.2639
3rd Qu.
1.8437
Max.
5.1707
Std. dev
1.1522
Skewness
1.064
Kurtosis
0.8539
Outliers
380 low · 38 high
numeric1,0000-0.6112 – 6.353mean 1.1
Min.
-0.6112
1st Qu.
0.2985
Median
0.8423
Mean
1.0997
3rd Qu.
1.4941
Max.
6.353
Std. dev
1.1546
Skewness
1.68
Kurtosis
3.394
Outliers
570 low · 57 high
numeric1,0000-0.5357 – 5.3329mean 1.35
Min.
-0.5357
1st Qu.
0.43
Median
1.1041
Mean
1.3502
3rd Qu.
1.9858
Max.
5.3329
Std. dev
1.2035
Skewness
1.038
Kurtosis
0.8094
Outliers
330 low · 33 high
numeric1,0000-0.4904 – 5.0659mean 1.308
Min.
-0.4904
1st Qu.
0.3631
Median
1.0814
Mean
1.3079
3rd Qu.
1.976
Max.
5.0659
Std. dev
1.2148
Skewness
0.9611
Kurtosis
0.4295
Outliers
270 low · 27 high
numeric1,0000-0.5443 – 5.2303mean 1.424
Min.
-0.5443
1st Qu.
0.5268
Median
1.2017
Mean
1.4241
3rd Qu.
2.1197
Max.
5.2303
Std. dev
1.1907
Skewness
0.8437
Kurtosis
0.242
Outliers
200 low · 20 high
numeric1,0000-0.6308 – 5.6103mean 1.293
Min.
-0.6308
1st Qu.
0.407
Median
1.0768
Mean
1.2928
3rd Qu.
1.8933
Max.
5.6103
Std. dev
1.1605
Skewness
1.071
Kurtosis
0.9881
Outliers
290 low · 29 high
numeric1,0000-0.5363 – 5.6607mean 1.097
Min.
-0.5363
1st Qu.
0.3642
Median
0.8781
Mean
1.0975
3rd Qu.
1.521
Max.
5.6607
Std. dev
1.052
Skewness
1.458
Kurtosis
2.369
Outliers
530 low · 53 high
numeric1,0000-0.5898 – 5.3475mean 1.323
Min.
-0.5898
1st Qu.
0.4558
Median
1.0587
Mean
1.3232
3rd Qu.
1.917
Max.
5.3475
Std. dev
1.1822
Skewness
1.049
Kurtosis
0.7277
Outliers
440 low · 44 high
numeric1,0000-0.6563 – 5.5043mean 1.358
Min.
-0.6563
1st Qu.
0.5011
Median
1.1024
Mean
1.3583
3rd Qu.
1.8768
Max.
5.5043
Std. dev
1.2167
Skewness
1.163
Kurtosis
1.235
Outliers
520 low · 52 high
numeric1,0000-0.4936 – 4.7494mean 1.267
Min.
-0.4936
1st Qu.
0.5189
Median
1.0794
Mean
1.2672
3rd Qu.
1.7949
Max.
4.7494
Std. dev
1.05
Skewness
0.9782
Kurtosis
0.7771
Outliers
370 low · 37 high
numeric1,0000-0.6944 – 7.0808mean 1.247
Min.
-0.6944
1st Qu.
0.361
Median
0.898
Mean
1.2467
3rd Qu.
1.6671
Max.
7.0808
Std. dev
1.3501
Skewness
1.794
Kurtosis
3.469
Outliers
770 low · 77 high
numeric1,0000-0.5598 – 7.4551mean 1.29
Min.
-0.5598
1st Qu.
0.3376
Median
0.9089
Mean
1.2895
3rd Qu.
1.8115
Max.
7.4551
Std. dev
1.3874
Skewness
1.573
Kurtosis
2.472
Outliers
630 low · 63 high
numeric1,0000-0.6408 – 6.714mean 1.322
Min.
-0.6408
1st Qu.
0.3794
Median
1.0201
Mean
1.3222
3rd Qu.
1.7992
Max.
6.714
Std. dev
1.3133
Skewness
1.501
Kurtosis
2.347
Outliers
580 low · 58 high
numeric1,0000-0.6941 – 6.4651mean 1.179
Min.
-0.6941
1st Qu.
0.3124
Median
0.8225
Mean
1.1788
3rd Qu.
1.5905
Max.
6.4651
Std. dev
1.2986
Skewness
1.682
Kurtosis
2.952
Outliers
680 low · 68 high
numeric1,0000-0.4993 – 5.9369mean 1.369
Min.
-0.4993
1st Qu.
0.3582
Median
1.014
Mean
1.3688
3rd Qu.
1.9959
Max.
5.9369
Std. dev
1.3568
Skewness
1.206
Kurtosis
1.009
Outliers
450 low · 45 high
numeric1,0000-0.6894 – 6.7852mean 1.32
Min.
-0.6894
1st Qu.
0.3984
Median
1.0295
Mean
1.3196
3rd Qu.
1.8077
Max.
6.7852
Std. dev
1.3187
Skewness
1.468
Kurtosis
2.311
Outliers
620 low · 62 high
numeric1,0000-0.5456 – 6.2131mean 1.334
Min.
-0.5456
1st Qu.
0.394
Median
0.9861
Mean
1.3344
3rd Qu.
1.869
Max.
6.2131
Std. dev
1.3267
Skewness
1.355
Kurtosis
1.713
Outliers
510 low · 51 high
numeric1,0000-0.6345 – 6.0973mean 1.339
Min.
-0.6345
1st Qu.
0.3851
Median
1.0018
Mean
1.3388
3rd Qu.
1.8984
Max.
6.0973
Std. dev
1.3234
Skewness
1.302
Kurtosis
1.423
Outliers
540 low · 54 high
numeric1,0000-0.8269 – 7.2089mean 1.194
Min.
-0.8269
1st Qu.
0.308
Median
0.7934
Mean
1.1935
3rd Qu.
1.5736
Max.
7.2089
Std. dev
1.3723
Skewness
1.848
Kurtosis
3.537
Outliers
800 low · 80 high
numeric1,0000-0.5542 – 6.2859mean 1.389
Min.
-0.5542
1st Qu.
0.3638
Median
1.0833
Mean
1.3894
3rd Qu.
2.0232
Max.
6.2859
Std. dev
1.3512
Skewness
1.217
Kurtosis
1.255
Outliers
380 low · 38 high
numeric1,0000-0.6584 – 6.6577mean 1.403
Min.
-0.6584
1st Qu.
0.4388
Median
1.036
Mean
1.4035
3rd Qu.
1.9595
Max.
6.6577
Std. dev
1.3843
Skewness
1.286
Kurtosis
1.317
Outliers
550 low · 55 high
numeric1,0000-0.6475 – 5.3646mean 1.488
Min.
-0.6475
1st Qu.
0.5298
Median
1.2588
Mean
1.4884
3rd Qu.
2.1078
Max.
5.3646
Std. dev
1.2879
Skewness
0.9529
Kurtosis
0.377
Outliers
380 low · 38 high
numeric1,0000-0.6632 – 5.3919mean 1.294
Min.
-0.6632
1st Qu.
0.4299
Median
1.0736
Mean
1.2938
3rd Qu.
1.7881
Max.
5.3919
Std. dev
1.1793
Skewness
1.165
Kurtosis
1.113
Outliers
580 low · 58 high
Version history
| Version | Released | Size | Change | Stored as | Confidence |
|---|---|---|---|---|---|
| 3.23 | 2026-04-28 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.22 | 2025-10-29 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.21 | 2025-04-15 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.20 | 2024-10-29 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.19 | 2024-04-30 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.18 | 2023-10-24 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.17 | 2023-04-25 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.16 | 2022-11-01 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.15 | 2022-04-26 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.14 | 2021-10-26 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.13 | 2021-06-13 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.12 | 2020-10-27 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.11 | 2020-04-27 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.10 | 2019-10-29 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.9 | 2019-05-04 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.8 | 2018-10-30 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.7 | 2018-04-30 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.6 | 2017-10-30 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.5 | 2017-04-24 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.4 | 2016-10-17 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.3 | 2016-05-03 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.2 | 2015-10-13 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.1 | 2015-04-16 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 3.0 | 2014-10-13 | 1,000 × 111 | Unchanged | rda · gzip version 2 · 838 KB | exact |
| 2.14 | 2014-04-11 | 1,000 × 111 | – | rda · gzip version 2 · 838 KB | exact |