A dataset combining continuous and categorical variables. The first three variables are replaced
with categorical versions from cat_data.
A data.frame with 1000 rows and 5 variables.
- X1
Categorical, from cat_data$X1.
- X2
Categorical, from cat_data$X2.
- X3
Categorical, from cat_data$X3.
- Z
Numeric, same as num_data$Z.
- Y
Numeric, same as num_data$Y.
Details
The R code used to generate this dataset is as follows:
data(num_data)
data(cat_data)
mix_data <- num_data
mix_data$X1 <- cat_data$X1
mix_data$X2 <- cat_data$X2
mix_data$X3 <- cat_data$X3
Examples
data(mix_data)
head(mix_data)
#> X1 X2 X3 Z Y
#> 1 c b b 10.272479 15.35505
#> 2 d b a 10.357262 23.36749
#> 3 d d e 9.138338 25.32495
#> 4 e b b 10.808335 26.75643
#> 5 d c c 10.612735 22.67612
#> 6 d c c 9.375931 28.03132
