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bugan unexpected problem or unintended behavioran unexpected problem or unintended behaviorpivoting ♻️pivot rectangular data to different "shapes"pivot rectangular data to different "shapes"
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It seems like values get mixed up and replicated when pivoting to wider from a data frame column:
library(tidyr)
tbl <- tibble(
i = c(1, 2, 1, 2),
g = c("a", "a", "b", "b"),
d = tibble(x = 1:4, y = 5:8)
)
tbl
#> # A tibble: 4 x 3
#> i g d$x $y
#> <dbl> <chr> <int> <int>
#> 1 1 a 1 5
#> 2 2 a 2 6
#> 3 1 b 3 7
#> 4 2 b 4 8
tbl %>%
pivot_wider(
names_from = g,
values_from = d
)
#> # A tibble: 2 x 3
#> i a$x $y b$x $y
#> <dbl> <int> <int> <int> <int>
#> 1 1 1 5 2 6
#> 2 2 1 5 2 6
# expected to get
tibble(
i = c(1, 2),
a = tibble(x = 1:2, y = 5:6),
b = tibble(x = 3:4, y = 7:8)
)
#> # A tibble: 2 x 3
#> i a$x $y b$x $y
#> <dbl> <int> <int> <int> <int>
#> 1 1 1 5 3 7
#> 2 2 2 6 4 8
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bugan unexpected problem or unintended behavioran unexpected problem or unintended behaviorpivoting ♻️pivot rectangular data to different "shapes"pivot rectangular data to different "shapes"