ox
NULL
## [1] 1
infinite
## [1] 1
character(0)
x <- character(0)
y <- 1
# if (!identical(x, character(0))) x else y
xo(identical, x, character(0), .else = y)
## [1] 1
x <- structure(0, class = "test")
y <- 1
# if (inherits(x, "test")) x else y
ox(inherits, x, "test", .else = y)
## [1] 0
## attr(,"class")
## [1] "test"
x <- "example text"
y <- "alternative text"
# if (grepl("text", x)) x else y
ox(grepl, "text", x, .else = y)
## [1] "text"
x <- c("a", "b")
y <- "a"
# if (is.character(x) && length(x) == 1) x else y
ox(function(x) is.character(x) && length(x) == 1, x, .else = y)
## [1] "a"
OX
NA
with single value## [1] 1 2 3
## [1] 0 2 3
## [1] 4 3 3
## [1] 3 4
## [[1]]
## [1] 3
##
## [[2]]
## [1] 4
dplyr::mutate
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species x
## 1 5.1 3.5 1.4 0.2 setosa 5.1
## 2 4.9 3.0 1.4 0.2 setosa 4.9
## 3 4.7 3.2 1.3 0.2 setosa 4.7
## 4 4.6 3.1 1.5 0.2 setosa 4.6
## 5 5.0 3.6 1.4 0.2 setosa 5.0
## 6 5.4 3.9 1.7 0.4 setosa 5.4
## 7 4.6 3.4 1.4 0.3 setosa 4.6
## 8 5.0 3.4 1.5 0.2 setosa 5.0
## 9 4.4 2.9 1.4 0.2 setosa 4.4
## 10 4.9 3.1 1.5 0.1 setosa 4.9
## 11 5.4 3.7 1.5 0.2 setosa 5.4
## 12 4.8 3.4 1.6 0.2 setosa 4.8
## 13 4.8 3.0 1.4 0.1 setosa 4.8
## 14 4.3 3.0 1.1 0.1 setosa 4.3
## 15 5.8 4.0 1.2 0.2 setosa 5.8
## 16 5.7 4.4 1.5 0.4 setosa 5.7
## 17 5.4 3.9 1.3 0.4 setosa 5.4
## 18 5.1 3.5 1.4 0.3 setosa 5.1
## 19 5.7 3.8 1.7 0.3 setosa 5.7
## 20 5.1 3.8 1.5 0.3 setosa 5.1
## 21 5.4 3.4 1.7 0.2 setosa 5.4
## 22 5.1 3.7 1.5 0.4 setosa 5.1
## 23 4.6 3.6 1.0 0.2 setosa 4.6
## 24 5.1 3.3 1.7 0.5 setosa 5.1
## 25 4.8 3.4 1.9 0.2 setosa 4.8
## 26 5.0 3.0 1.6 0.2 setosa 5.0
## 27 5.0 3.4 1.6 0.4 setosa 5.0
## 28 5.2 3.5 1.5 0.2 setosa 5.2
## 29 5.2 3.4 1.4 0.2 setosa 5.2
## 30 4.7 3.2 1.6 0.2 setosa 4.7
## 31 4.8 3.1 1.6 0.2 setosa 4.8
## 32 5.4 3.4 1.5 0.4 setosa 5.4
## 33 5.2 4.1 1.5 0.1 setosa 5.2
## 34 5.5 4.2 1.4 0.2 setosa 5.5
## 35 4.9 3.1 1.5 0.2 setosa 4.9
## 36 5.0 3.2 1.2 0.2 setosa 5.0
## 37 5.5 3.5 1.3 0.2 setosa 5.5
## 38 4.9 3.6 1.4 0.1 setosa 4.9
## 39 4.4 3.0 1.3 0.2 setosa 4.4
## 40 5.1 3.4 1.5 0.2 setosa 5.1
## 41 5.0 3.5 1.3 0.3 setosa 5.0
## 42 4.5 2.3 1.3 0.3 setosa 4.5
## 43 4.4 3.2 1.3 0.2 setosa 4.4
## 44 5.0 3.5 1.6 0.6 setosa 5.0
## 45 5.1 3.8 1.9 0.4 setosa 5.1
## 46 4.8 3.0 1.4 0.3 setosa 4.8
## 47 5.1 3.8 1.6 0.2 setosa 5.1
## 48 4.6 3.2 1.4 0.2 setosa 4.6
## 49 5.3 3.7 1.5 0.2 setosa 5.3
## 50 5.0 3.3 1.4 0.2 setosa 5.0
## 51 7.0 3.2 4.7 1.4 versicolor 7.0
## 52 6.4 3.2 4.5 1.5 versicolor 6.4
## 53 6.9 3.1 4.9 1.5 versicolor 6.9
## 54 5.5 2.3 4.0 1.3 versicolor 5.5
## 55 6.5 2.8 4.6 1.5 versicolor 6.5
## 56 5.7 2.8 4.5 1.3 versicolor 5.7
## 57 6.3 3.3 4.7 1.6 versicolor 6.3
## 58 4.9 2.4 3.3 1.0 versicolor 4.9
## 59 6.6 2.9 4.6 1.3 versicolor 6.6
## 60 5.2 2.7 3.9 1.4 versicolor 5.2
## 61 5.0 2.0 3.5 1.0 versicolor 5.0
## 62 5.9 3.0 4.2 1.5 versicolor 5.9
## 63 6.0 2.2 4.0 1.0 versicolor 6.0
## 64 6.1 2.9 4.7 1.4 versicolor 6.1
## 65 5.6 2.9 3.6 1.3 versicolor 5.6
## 66 6.7 3.1 4.4 1.4 versicolor 6.7
## 67 5.6 3.0 4.5 1.5 versicolor 5.6
## 68 5.8 2.7 4.1 1.0 versicolor 5.8
## 69 6.2 2.2 4.5 1.5 versicolor 6.2
## 70 5.6 2.5 3.9 1.1 versicolor 5.6
## 71 5.9 3.2 4.8 1.8 versicolor 5.9
## 72 6.1 2.8 4.0 1.3 versicolor 6.1
## 73 6.3 2.5 4.9 1.5 versicolor 6.3
## 74 6.1 2.8 4.7 1.2 versicolor 6.1
## 75 6.4 2.9 4.3 1.3 versicolor 6.4
## 76 6.6 3.0 4.4 1.4 versicolor 6.6
## 77 6.8 2.8 4.8 1.4 versicolor 6.8
## 78 6.7 3.0 5.0 1.7 versicolor 6.7
## 79 6.0 2.9 4.5 1.5 versicolor 6.0
## 80 5.7 2.6 3.5 1.0 versicolor 5.7
## 81 5.5 2.4 3.8 1.1 versicolor 5.5
## 82 5.5 2.4 3.7 1.0 versicolor 5.5
## 83 5.8 2.7 3.9 1.2 versicolor 5.8
## 84 6.0 2.7 5.1 1.6 versicolor 6.0
## 85 5.4 3.0 4.5 1.5 versicolor 5.4
## 86 6.0 3.4 4.5 1.6 versicolor 6.0
## 87 6.7 3.1 4.7 1.5 versicolor 6.7
## 88 6.3 2.3 4.4 1.3 versicolor 6.3
## 89 5.6 3.0 4.1 1.3 versicolor 5.6
## 90 5.5 2.5 4.0 1.3 versicolor 5.5
## 91 5.5 2.6 4.4 1.2 versicolor 5.5
## 92 6.1 3.0 4.6 1.4 versicolor 6.1
## 93 5.8 2.6 4.0 1.2 versicolor 5.8
## 94 5.0 2.3 3.3 1.0 versicolor 5.0
## 95 5.6 2.7 4.2 1.3 versicolor 5.6
## 96 5.7 3.0 4.2 1.2 versicolor 5.7
## 97 5.7 2.9 4.2 1.3 versicolor 5.7
## 98 6.2 2.9 4.3 1.3 versicolor 6.2
## 99 5.1 2.5 3.0 1.1 versicolor 5.1
## 100 5.7 2.8 4.1 1.3 versicolor 5.7
## 101 6.3 3.3 6.0 2.5 virginica 6.3
## 102 5.8 2.7 5.1 1.9 virginica 5.8
## 103 7.1 3.0 5.9 2.1 virginica 7.1
## 104 6.3 2.9 5.6 1.8 virginica 6.3
## 105 6.5 3.0 5.8 2.2 virginica 6.5
## 106 7.6 3.0 6.6 2.1 virginica 7.6
## 107 4.9 2.5 4.5 1.7 virginica 4.9
## 108 7.3 2.9 6.3 1.8 virginica 7.3
## 109 6.7 2.5 5.8 1.8 virginica 6.7
## 110 7.2 3.6 6.1 2.5 virginica 7.2
## 111 6.5 3.2 5.1 2.0 virginica 6.5
## 112 6.4 2.7 5.3 1.9 virginica 6.4
## 113 6.8 3.0 5.5 2.1 virginica 6.8
## 114 5.7 2.5 5.0 2.0 virginica 5.7
## 115 5.8 2.8 5.1 2.4 virginica 5.8
## 116 6.4 3.2 5.3 2.3 virginica 6.4
## 117 6.5 3.0 5.5 1.8 virginica 6.5
## 118 7.7 3.8 6.7 2.2 virginica 7.7
## 119 7.7 2.6 6.9 2.3 virginica 7.7
## 120 6.0 2.2 5.0 1.5 virginica 6.0
## 121 6.9 3.2 5.7 2.3 virginica 6.9
## 122 5.6 2.8 4.9 2.0 virginica 5.6
## 123 7.7 2.8 6.7 2.0 virginica 7.7
## 124 6.3 2.7 4.9 1.8 virginica 6.3
## 125 6.7 3.3 5.7 2.1 virginica 6.7
## 126 7.2 3.2 6.0 1.8 virginica 7.2
## 127 6.2 2.8 4.8 1.8 virginica 6.2
## 128 6.1 3.0 4.9 1.8 virginica 6.1
## 129 6.4 2.8 5.6 2.1 virginica 6.4
## 130 7.2 3.0 5.8 1.6 virginica 7.2
## 131 7.4 2.8 6.1 1.9 virginica 7.4
## 132 7.9 3.8 6.4 2.0 virginica 7.9
## 133 6.4 2.8 5.6 2.2 virginica 6.4
## 134 6.3 2.8 5.1 1.5 virginica 6.3
## 135 6.1 2.6 5.6 1.4 virginica 6.1
## 136 7.7 3.0 6.1 2.3 virginica 7.7
## 137 6.3 3.4 5.6 2.4 virginica 6.3
## 138 6.4 3.1 5.5 1.8 virginica 6.4
## 139 6.0 3.0 4.8 1.8 virginica 6.0
## 140 6.9 3.1 5.4 2.1 virginica 6.9
## 141 6.7 3.1 5.6 2.4 virginica 6.7
## 142 6.9 3.1 5.1 2.3 virginica 6.9
## 143 5.8 2.7 5.1 1.9 virginica 5.8
## 144 6.8 3.2 5.9 2.3 virginica 6.8
## 145 6.7 3.3 5.7 2.5 virginica 6.7
## 146 6.7 3.0 5.2 2.3 virginica 6.7
## 147 6.3 2.5 5.0 1.9 virginica 6.3
## 148 6.5 3.0 5.2 2.0 virginica 6.5
## 149 6.2 3.4 5.4 2.3 virginica 6.2
## 150 5.9 3.0 5.1 1.8 virginica 5.9
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species x
## 1 5.1 3.5 1.4 0.2 setosa 5.1
## 2 4.9 3.0 1.4 0.2 setosa 4.9
## 3 4.7 3.2 1.3 0.2 setosa 4.7
## 4 4.6 3.1 1.5 0.2 setosa 4.6
## 5 5.0 3.6 1.4 0.2 setosa 5.0
## 6 5.4 3.9 1.7 0.4 setosa 5.4
## 7 4.6 3.4 1.4 0.3 setosa 4.6
## 8 5.0 3.4 1.5 0.2 setosa 5.0
## 9 4.4 2.9 1.4 0.2 setosa 4.4
## 10 4.9 3.1 1.5 0.1 setosa 4.9
## 11 5.4 3.7 1.5 0.2 setosa 5.4
## 12 4.8 3.4 1.6 0.2 setosa 4.8
## 13 4.8 3.0 1.4 0.1 setosa 4.8
## 14 4.3 3.0 1.1 0.1 setosa 4.3
## 15 5.8 4.0 1.2 0.2 setosa 5.8
## 16 5.7 4.4 1.5 0.4 setosa 5.7
## 17 5.4 3.9 1.3 0.4 setosa 5.4
## 18 5.1 3.5 1.4 0.3 setosa 5.1
## 19 5.7 3.8 1.7 0.3 setosa 5.7
## 20 5.1 3.8 1.5 0.3 setosa 5.1
## 21 5.4 3.4 1.7 0.2 setosa 5.4
## 22 5.1 3.7 1.5 0.4 setosa 5.1
## 23 4.6 3.6 1.0 0.2 setosa 4.6
## 24 5.1 3.3 1.7 0.5 setosa 5.1
## 25 4.8 3.4 1.9 0.2 setosa 4.8
## 26 5.0 3.0 1.6 0.2 setosa 5.0
## 27 5.0 3.4 1.6 0.4 setosa 5.0
## 28 5.2 3.5 1.5 0.2 setosa 5.2
## 29 5.2 3.4 1.4 0.2 setosa 5.2
## 30 4.7 3.2 1.6 0.2 setosa 4.7
## 31 4.8 3.1 1.6 0.2 setosa 4.8
## 32 5.4 3.4 1.5 0.4 setosa 5.4
## 33 5.2 4.1 1.5 0.1 setosa 5.2
## 34 5.5 4.2 1.4 0.2 setosa 5.5
## 35 4.9 3.1 1.5 0.2 setosa 4.9
## 36 5.0 3.2 1.2 0.2 setosa 5.0
## 37 5.5 3.5 1.3 0.2 setosa 5.5
## 38 4.9 3.6 1.4 0.1 setosa 4.9
## 39 4.4 3.0 1.3 0.2 setosa 4.4
## 40 5.1 3.4 1.5 0.2 setosa 5.1
## 41 5.0 3.5 1.3 0.3 setosa 5.0
## 42 4.5 2.3 1.3 0.3 setosa 4.5
## 43 4.4 3.2 1.3 0.2 setosa 4.4
## 44 5.0 3.5 1.6 0.6 setosa 5.0
## 45 5.1 3.8 1.9 0.4 setosa 5.1
## 46 4.8 3.0 1.4 0.3 setosa 4.8
## 47 5.1 3.8 1.6 0.2 setosa 5.1
## 48 4.6 3.2 1.4 0.2 setosa 4.6
## 49 5.3 3.7 1.5 0.2 setosa 5.3
## 50 5.0 3.3 1.4 0.2 setosa 5.0
## 51 7.0 3.2 4.7 1.4 versicolor 7.0
## 52 6.4 3.2 4.5 1.5 versicolor 6.4
## 53 6.9 3.1 4.9 1.5 versicolor 6.9
## 54 5.5 2.3 4.0 1.3 versicolor 5.5
## 55 6.5 2.8 4.6 1.5 versicolor 6.5
## 56 5.7 2.8 4.5 1.3 versicolor 5.7
## 57 6.3 3.3 4.7 1.6 versicolor 6.3
## 58 4.9 2.4 3.3 1.0 versicolor 4.9
## 59 6.6 2.9 4.6 1.3 versicolor 6.6
## 60 5.2 2.7 3.9 1.4 versicolor 5.2
## 61 5.0 2.0 3.5 1.0 versicolor 5.0
## 62 5.9 3.0 4.2 1.5 versicolor 5.9
## 63 6.0 2.2 4.0 1.0 versicolor 6.0
## 64 6.1 2.9 4.7 1.4 versicolor 6.1
## 65 5.6 2.9 3.6 1.3 versicolor 5.6
## 66 6.7 3.1 4.4 1.4 versicolor 6.7
## 67 5.6 3.0 4.5 1.5 versicolor 5.6
## 68 5.8 2.7 4.1 1.0 versicolor 5.8
## 69 6.2 2.2 4.5 1.5 versicolor 6.2
## 70 5.6 2.5 3.9 1.1 versicolor 5.6
## 71 5.9 3.2 4.8 1.8 versicolor 5.9
## 72 6.1 2.8 4.0 1.3 versicolor 6.1
## 73 6.3 2.5 4.9 1.5 versicolor 6.3
## 74 6.1 2.8 4.7 1.2 versicolor 6.1
## 75 6.4 2.9 4.3 1.3 versicolor 6.4
## 76 6.6 3.0 4.4 1.4 versicolor 6.6
## 77 6.8 2.8 4.8 1.4 versicolor 6.8
## 78 6.7 3.0 5.0 1.7 versicolor 6.7
## 79 6.0 2.9 4.5 1.5 versicolor 6.0
## 80 5.7 2.6 3.5 1.0 versicolor 5.7
## 81 5.5 2.4 3.8 1.1 versicolor 5.5
## 82 5.5 2.4 3.7 1.0 versicolor 5.5
## 83 5.8 2.7 3.9 1.2 versicolor 5.8
## 84 6.0 2.7 5.1 1.6 versicolor 6.0
## 85 5.4 3.0 4.5 1.5 versicolor 5.4
## 86 6.0 3.4 4.5 1.6 versicolor 6.0
## 87 6.7 3.1 4.7 1.5 versicolor 6.7
## 88 6.3 2.3 4.4 1.3 versicolor 6.3
## 89 5.6 3.0 4.1 1.3 versicolor 5.6
## 90 5.5 2.5 4.0 1.3 versicolor 5.5
## 91 5.5 2.6 4.4 1.2 versicolor 5.5
## 92 6.1 3.0 4.6 1.4 versicolor 6.1
## 93 5.8 2.6 4.0 1.2 versicolor 5.8
## 94 5.0 2.3 3.3 1.0 versicolor 5.0
## 95 5.6 2.7 4.2 1.3 versicolor 5.6
## 96 5.7 3.0 4.2 1.2 versicolor 5.7
## 97 5.7 2.9 4.2 1.3 versicolor 5.7
## 98 6.2 2.9 4.3 1.3 versicolor 6.2
## 99 5.1 2.5 3.0 1.1 versicolor 5.1
## 100 5.7 2.8 4.1 1.3 versicolor 5.7
## 101 6.3 3.3 6.0 2.5 virginica 6.3
## 102 5.8 2.7 5.1 1.9 virginica 5.8
## 103 7.1 3.0 5.9 2.1 virginica 7.1
## 104 6.3 2.9 5.6 1.8 virginica 6.3
## 105 6.5 3.0 5.8 2.2 virginica 6.5
## 106 7.6 3.0 6.6 2.1 virginica 7.6
## 107 4.9 2.5 4.5 1.7 virginica 4.9
## 108 7.3 2.9 6.3 1.8 virginica 7.3
## 109 6.7 2.5 5.8 1.8 virginica 6.7
## 110 7.2 3.6 6.1 2.5 virginica 7.2
## 111 6.5 3.2 5.1 2.0 virginica 6.5
## 112 6.4 2.7 5.3 1.9 virginica 6.4
## 113 6.8 3.0 5.5 2.1 virginica 6.8
## 114 5.7 2.5 5.0 2.0 virginica 5.7
## 115 5.8 2.8 5.1 2.4 virginica 5.8
## 116 6.4 3.2 5.3 2.3 virginica 6.4
## 117 6.5 3.0 5.5 1.8 virginica 6.5
## 118 7.7 3.8 6.7 2.2 virginica 7.7
## 119 7.7 2.6 6.9 2.3 virginica 7.7
## 120 6.0 2.2 5.0 1.5 virginica 6.0
## 121 6.9 3.2 5.7 2.3 virginica 6.9
## 122 5.6 2.8 4.9 2.0 virginica 5.6
## 123 7.7 2.8 6.7 2.0 virginica 7.7
## 124 6.3 2.7 4.9 1.8 virginica 6.3
## 125 6.7 3.3 5.7 2.1 virginica 6.7
## 126 7.2 3.2 6.0 1.8 virginica 7.2
## 127 6.2 2.8 4.8 1.8 virginica 6.2
## 128 6.1 3.0 4.9 1.8 virginica 6.1
## 129 6.4 2.8 5.6 2.1 virginica 6.4
## 130 7.2 3.0 5.8 1.6 virginica 7.2
## 131 7.4 2.8 6.1 1.9 virginica 7.4
## 132 7.9 3.8 6.4 2.0 virginica 7.9
## 133 6.4 2.8 5.6 2.2 virginica 6.4
## 134 6.3 2.8 5.1 1.5 virginica 6.3
## 135 6.1 2.6 5.6 1.4 virginica 6.1
## 136 7.7 3.0 6.1 2.3 virginica 7.7
## 137 6.3 3.4 5.6 2.4 virginica 6.3
## 138 6.4 3.1 5.5 1.8 virginica 6.4
## 139 6.0 3.0 4.8 1.8 virginica 6.0
## 140 6.9 3.1 5.4 2.1 virginica 6.9
## 141 6.7 3.1 5.6 2.4 virginica 6.7
## 142 6.9 3.1 5.1 2.3 virginica 6.9
## 143 5.8 2.7 5.1 1.9 virginica 5.8
## 144 6.8 3.2 5.9 2.3 virginica 6.8
## 145 6.7 3.3 5.7 2.5 virginica 6.7
## 146 6.7 3.0 5.2 2.3 virginica 6.7
## 147 6.3 2.5 5.0 1.9 virginica 6.3
## 148 6.5 3.0 5.2 2.0 virginica 6.5
## 149 6.2 3.4 5.4 2.3 virginica 6.2
## 150 5.9 3.0 5.1 1.8 virginica 5.9