iris是R Studio自带的数据集datasets里包含的,可以直接使用或datasets::iris这样引用.
library(help = "datasets")可以看到详细的数据集列表.
> # 默认升序 > iris %>% arrange(Sepal.Length) %>% head() Sepal.Length Sepal.Width Petal.Length Petal.Width Species 1 4.3 3.0 1.1 0.1 setosa 2 4.4 2.9 1.4 0.2 setosa 3 4.4 3.0 1.3 0.2 setosa 4 4.4 3.2 1.3 0.2 setosa 5 4.5 2.3 1.3 0.3 setosa 6 4.6 3.1 1.5 0.2 setosa > # desc降序 > iris %>% arrange(desc(Sepal.Length)) %>% head() Sepal.Length Sepal.Width Petal.Length Petal.Width Species 1 7.9 3.8 6.4 2.0 virginica 2 7.7 3.8 6.7 2.2 virginica 3 7.7 2.6 6.9 2.3 virginica 4 7.7 2.8 6.7 2.0 virginica 5 7.7 3.0 6.1 2.3 virginica 6 7.6 3.0 6.6 2.1 virginica > iris %>% head() Sepal.Length Sepal.Width Petal.Length Petal.Width Species 1 5.1 3.5 1.4 0.2 setosa 2 4.9 3.0 1.4 0.2 setosa 3 4.7 3.2 1.3 0.2 setosa 4 4.6 3.1 1.5 0.2 setosa 5 5.0 3.6 1.4 0.2 setosa 6 5.4 3.9 1.7 0.4 setosa > iris %>% tail() Sepal.Length Sepal.Width Petal.Length Petal.Width Species 145 6.7 3.3 5.7 2.5 virginica 146 6.7 3.0 5.2 2.3 virginica 147 6.3 2.5 5.0 1.9 virginica 148 6.5 3.0 5.2 2.0 virginica 149 6.2 3.4 5.4 2.3 virginica 150 5.9 3.0 5.1 1.8 virginica > summary(iris) Sepal.Length Sepal.Width Petal.Length Petal.Width Species Min. :4.300 Min. :2.000 Min. :1.000 Min. :0.100 setosa :50 1st Qu.:5.100 1st Qu.:2.800 1st Qu.:1.600 1st Qu.:0.300 versicolor:50 Median :5.800 Median :3.000 Median :4.350 Median :1.300 virginica :50 Mean :5.843 Mean :3.057 Mean :3.758 Mean :1.199 3rd Qu.:6.400 3rd Qu.:3.300 3rd Qu.:5.100 3rd Qu.:1.800 Max. :7.900 Max. :4.400 Max. :6.900 Max. :2.500
参考:
https://www.rdocumentation.org/packages/dplyr/versions/0.7.8/topics/arrange