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## # basetable: 1 x 2
## rows cols
## 1 150 5## # basetable: 5 x 3
## column class typeof
## 1 Sepal.Length numeric double
## 2 Sepal.Width numeric double
## 3 Petal.Length numeric double
## 4 Petal.Width numeric double
## 5 Species factor integer## # basetable: 5 x 14
## column class n missing missing_prop distinct mean sd min
## 1 Sepal.Length numeric 150 0 0 35 5.843333 0.8280661 4.3
## 2 Sepal.Width numeric 150 0 0 23 3.057333 0.4358663 2.0
## 3 Petal.Length numeric 150 0 0 43 3.758000 1.7652982 1.0
## 4 Petal.Width numeric 150 0 0 22 1.199333 0.7622377 0.1
## 5 Species factor 150 0 0 3 NA NA NA
## q25 median q75 max top
## 1 5.1 5.80 6.4 7.9
## 2 2.8 3.00 3.3 4.4
## 3 1.6 4.35 5.1 6.9
## 4 0.3 1.30 1.8 2.5
## 5 NA NA NA NA setosa (50), versicolor (50), virginica (50)## # basetable: 6 x 4
## column missing missing_prop complete
## 1 Ozone 37 0.24183007 116
## 2 Solar.R 7 0.04575163 146
## 3 Wind 0 0.00000000 153
## 4 Temp 0 0.00000000 153
## 5 Month 0 0.00000000 153
## 6 Day 0 0.00000000 153## # basetable: 3 x 3
## Species n prop
## 1 setosa 50 0.3333333
## 2 versicolor 50 0.3333333
## 3 virginica 50 0.3333333summarytab(
transform(mtcars, am = factor(am, labels = c("Automatic", "Manual"))),
vars = c("mpg", "hp"),
by = "am",
p_value = TRUE
)## # basetable: 2 x 6
## variable level Automatic Manual Overall p_value
## 1 mpg Mean (SD) 17.1 (3.8) 24.4 (6.2) 20.1 (6.0) 0.00137
## 2 hp Mean (SD) 160.3 (53.9) 126.8 (84.1) 146.7 (68.6) 0.221## $dims
## # basetable: 2 x 3
## object rows cols
## 1 x 32 11
## 2 y 32 11
##
## $names
## # basetable: 11 x 3
## column in_x in_y
## 1 mpg TRUE TRUE
## 2 cyl TRUE TRUE
## 3 disp TRUE TRUE
## 4 hp TRUE TRUE
## 5 drat TRUE TRUE
## 6 wt TRUE TRUE
## 7 qsec TRUE TRUE
## 8 vs TRUE TRUE
## 9 am TRUE TRUE
## 10 gear TRUE TRUE
## # 1 more rows
##
## $types
## # basetable: 11 x 5
## column class.x typeof.x class.y typeof.y
## 1 mpg numeric double numeric double
## 2 cyl numeric double numeric double
## 3 disp numeric double numeric double
## 4 hp numeric double numeric double
## 5 drat numeric double numeric double
## 6 wt numeric double numeric double
## 7 qsec numeric double numeric double
## 8 vs numeric double numeric double
## 9 am numeric double numeric double
## 10 gear numeric double numeric double
## # 1 more rows
##
## $missing
## # basetable: 11 x 7
## column missing.x missing_prop.x complete.x missing.y missing_prop.y
## 1 mpg 0 0 32 0 0
## 2 cyl 0 0 32 0 0
## 3 disp 0 0 32 0 0
## 4 hp 0 0 32 0 0
## 5 drat 0 0 32 0 0
## 6 wt 0 0 32 0 0
## 7 qsec 0 0 32 0 0
## 8 vs 0 0 32 0 0
## 9 am 0 0 32 0 0
## 10 gear 0 0 32 0 0
## complete.y
## 1 32
## 2 32
## 3 32
## 4 32
## 5 32
## 6 32
## 7 32
## 8 32
## 9 32
## 10 32
## # 1 more rowsThese binaries (installable software) and packages are in development.
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