wine.white
CRANbenchmark_datasets
- Rows
- 4,89812 columns
- Size
- 58,776cells
- Missing values
- 0in any column
- Other packages, method
Method
R objects in datasets
The datasets inside packages are read from their
data/folders when the code is analysed. Each object is described by its class, its shape and its columns, and fingerprinted so the same data can be found in other packages.- Loadable only
- Only objects that load by name with
data()are listed, 76,180 on CRAN and 8,045 on Bioconductor, so the list is not every file indata/. - As R prints them
- Each dataset is read as one of these shapes, each drawn the way R prints it. Under each is how many datasets have that shape, and its most common classes lead to those datasets.
- Columns
- Tables open to their columns, and each kind of column has figures of its own.
- Fingerprint
- Each object's values are fingerprinted, so the same data in another package is found whatever its name. On CRAN 8,314 datasets hold data that is also in another package, 4,094 distinct pieces of data in all.
- 0none holds the same data
About
- Class
- data.frame
- Kind
- data.frame
- File
data/benchmark_datasets.RData- In version
- 1.4.2
Columns
fixed.aciditynumeric3.814.2- Lowest
- 3.8
- Lower quartile
- 6.3
- Median
- 6.8
- Mean
- 6.855
- Upper quartile
- 7.3
- Highest
- 14.2
- Standard deviation
- 0.844
- Outliers
- 14 low, 105 high
- Skewness
- 0.647
- Distinct
- 68
volatile.aciditynumeric0.081.1- Lowest
- 0.08
- Lower quartile
- 0.21
- Median
- 0.26
- Mean
- 0.278
- Upper quartile
- 0.32
- Highest
- 1.1
- Standard deviation
- 0.101
- Outliers
- 186 high
- Skewness
- 1.576
- Distinct
- 125
citric.acidnumeric01.66- Lowest
- 0
- Lower quartile
- 0.27
- Median
- 0.32
- Mean
- 0.334
- Upper quartile
- 0.39
- Highest
- 1.66
- Standard deviation
- 0.121
- Outliers
- 85 low, 185 high
- Zeros
- 19
- Skewness
- 1.281
- Distinct
- 87
residual.sugarnumeric0.665.8- Lowest
- 0.6
- Lower quartile
- 1.7
- Median
- 5.2
- Mean
- 6.391
- Upper quartile
- 9.9
- Highest
- 65.8
- Standard deviation
- 5.072
- Outliers
- 7 high
- Skewness
- 1.076
- Distinct
- 310
chloridesnumeric0.0090.346- Lowest
- 0.009
- Lower quartile
- 0.036
- Median
- 0.043
- Mean
- 0.046
- Upper quartile
- 0.05
- Highest
- 0.346
- Standard deviation
- 0.022
- Outliers
- 7 low, 201 high
- Skewness
- 5.02
- Distinct
- 160
free.sulfur.dioxidenumeric2289- Lowest
- 2
- Lower quartile
- 23
- Median
- 34
- Mean
- 35.3
- Upper quartile
- 46
- Highest
- 289
- Standard deviation
- 17
- Outliers
- 50 high
- Skewness
- 1.406
- Distinct
- 132
total.sulfur.dioxidenumeric9440- Lowest
- 9
- Lower quartile
- 108
- Median
- 134
- Mean
- 138.4
- Upper quartile
- 167
- Highest
- 440
- Standard deviation
- 42.5
- Outliers
- 5 low, 14 high
- Skewness
- 0.391
- Distinct
- 251
densitynumeric0.9871.039- Lowest
- 0.987
- Lower quartile
- 0.992
- Median
- 0.994
- Mean
- 0.994
- Upper quartile
- 0.996
- Highest
- 1.039
- Standard deviation
- 0.003
- Outliers
- 5 high
- Skewness
- 0.977
- Distinct
- 890
pHnumeric2.723.82- Lowest
- 2.72
- Lower quartile
- 3.09
- Median
- 3.18
- Mean
- 3.188
- Upper quartile
- 3.28
- Highest
- 3.82
- Standard deviation
- 0.151
- Outliers
- 9 low, 66 high
- Skewness
- 0.458
- Distinct
- 103
sulphatesnumeric0.221.08- Lowest
- 0.22
- Lower quartile
- 0.41
- Median
- 0.47
- Mean
- 0.49
- Upper quartile
- 0.55
- Highest
- 1.08
- Standard deviation
- 0.114
- Outliers
- 124 high
- Skewness
- 0.977
- Distinct
- 79
alcoholnumeric814.2- Lowest
- 8
- Lower quartile
- 9.5
- Median
- 10.4
- Mean
- 10.5
- Upper quartile
- 11.4
- Highest
- 14.2
- Standard deviation
- 1.231
- Skewness
- 0.487
- Distinct
- 103
qualityinteger39- Lowest
- 3
- Lower quartile
- 5
- Median
- 6
- Mean
- 5.878
- Upper quartile
- 6
- Highest
- 9
- Standard deviation
- 0.886
- Outliers
- 20 low, 180 high
- Skewness
- 0.156
- Distinct
- 7
In other packages
Same columns, other data
Mostly the same column names
| Package | Dataset | Names in common |
|---|---|---|
| Dogoftest | WhiteWine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| FFTrees | wine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| ICEbox | WhiteWine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| PIE | winequality | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| regclass | EX6.WINE | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH Quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| regclass | WINE | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH Quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| SurrogateRsq | RedWine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| SurrogateRsq | WhiteWine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| treemisc | wine | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH quality residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
| mpae | winetaste | alcohol chlorides citric.acid density fixed.acidity free.sulfur.dioxide pH residual.sugar sulphates total.sulfur.dioxide volatile.acidity |
Names in common say nothing about what a column holds.