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Dear Sir,
sample_n does not respect the group_by variable. sample_frec works fine.
Best regards
Emilio
set.seed(123)
iris %>% sample_n(5) # OK
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 44 5.0 3.5 1.6 0.6 setosa
## 118 7.7 3.8 6.7 2.2 virginica
## 61 5.0 2.0 3.5 1.0 versicolor
## 130 7.2 3.0 5.8 1.6 virginica
## 138 6.4 3.1 5.5 1.8 virginica
set.seed(123)
ig <- iris %>% group_by(Species)
ig %>% sample_n(5) # Wrong! I expect 15 (5 x 3 levels of Species). But I get the same result
## Source: local data frame [5 x 5]
## Groups: Species
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 44 5.0 3.5 1.6 0.6 setosa
## 118 7.7 3.8 6.7 2.2 virginica
## 61 5.0 2.0 3.5 1.0 versicolor
## 130 7.2 3.0 5.8 1.6 virginica
## 138 6.4 3.1 5.5 1.8 virginica
set.seed(123)
ig %>% sample_frac(0.1) #OK
## Source: local data frame [15 x 5]
## Groups: Species
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