## Warning in library(package, lib.loc = lib.loc, character.only = TRUE,
## logical.return = TRUE, : there is no package called 'agricolae'
## Warning in library(package, lib.loc = lib.loc, character.only = TRUE,
## logical.return = TRUE, : there is no package called 'slackr'
%in%
をよく使う
iris %>%
filter(Species %in% "setosa") %>%
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
data.table::between
もよく使う
# rows 4.5 ≤ Petal.Length ≤ 5.5
iris %>%
filter(between(Petal.Length, 4.5, 5.5)) %>%
head
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 1 7.0 3.2 4.7 1.4 versicolor
## 2 6.4 3.2 4.5 1.5 versicolor
## 3 6.9 3.1 4.9 1.5 versicolor
## 4 6.5 2.8 4.6 1.5 versicolor
## 5 5.7 2.8 4.5 1.3 versicolor
## 6 6.3 3.3 4.7 1.6 versicolor
# rows !(4.5 ≤ Petal.Length ≤ 5.5)
iris %>%
filter(!between(Petal.Length, 4.5, 5.5)) %>%
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
排反を取得したいときにこんな感じで書きたくなる
が、エラーを吐かれる
iris %>%
filter(Species !%in% "setosa")
Error: unexpected '!' in:
"iris %>%
filter(Species !"
%in%
の背反をとるにはこう書く
iris %>%
filter(!(Species %in% "setosa")) %>%
head
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 1 7.0 3.2 4.7 1.4 versicolor
## 2 6.4 3.2 4.5 1.5 versicolor
## 3 6.9 3.1 4.9 1.5 versicolor
## 4 5.5 2.3 4.0 1.3 versicolor
## 5 6.5 2.8 4.6 1.5 versicolor
## 6 5.7 2.8 4.5 1.3 versicolor
直感的ではない(ように思う)
!%in%
を実装したかった
%in%
の中身
# バッククオートで囲むと参照できる
`%in%`
## function (x, table)
## match(x, table, nomatch = 0L) > 0L
## <bytecode: 0x7ff0c30397c0>
## <environment: namespace:base>
!%in%
を素直に試みる
`!%in%` <-
function (x, table){
!match(x, table, nomatch = 0L) > 0L
}
# 関数作成はできる
`!%in%` %>%
print
# 実行はできない
iris %>%
filter(Species !%in% "setosa")
Error: unexpected '!' in:
"iris %>%
filter(Species !"
できなかった
ので、代替品を作っておいた
`%!in%` <-
function (x, table){
!match(x, table, nomatch = 0L) > 0L
}
iris %>%
filter(Species %!in% "setosa") %>%
head
## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 1 7.0 3.2 4.7 1.4 versicolor
## 2 6.4 3.2 4.5 1.5 versicolor
## 3 6.9 3.1 4.9 1.5 versicolor
## 4 5.5 2.3 4.0 1.3 versicolor
## 5 6.5 2.8 4.6 1.5 versicolor
## 6 5.7 2.8 4.5 1.3 versicolor
session_info()
## setting value
## version R version 3.5.0 (2018-04-23)
## system x86_64, darwin15.6.0
## ui X11
## language (EN)
## collate en_US.UTF-8
## tz Australia/Brisbane
## date 2018-05-16
##
## package * version date source
## assertthat 0.2.0 2017-04-11 CRAN (R 3.5.0)
## backports 1.1.2 2017-12-13 CRAN (R 3.5.0)
## base * 3.5.0 2018-04-24 local
## bindr 0.1.1 2018-03-13 CRAN (R 3.5.0)
## bindrcpp * 0.2.2 2018-03-29 CRAN (R 3.5.0)
## bitops * 1.0-6 2013-08-17 CRAN (R 3.5.0)
## blogdown 0.6 2018-04-18 CRAN (R 3.5.0)
## bookdown 0.7 2018-02-18 CRAN (R 3.5.0)
## codetools 0.2-15 2016-10-05 CRAN (R 3.5.0)
## colorspace 1.3-2 2016-12-14 CRAN (R 3.5.0)
## compiler 3.5.0 2018-04-24 local
## data.table * 1.10.4-3 2017-10-27 CRAN (R 3.5.0)
## datasets * 3.5.0 2018-04-24 local
## devtools * 1.13.5 2018-02-18 CRAN (R 3.5.0)
## digest 0.6.15 2018-01-28 CRAN (R 3.5.0)
## doParallel 1.0.11 2017-09-28 CRAN (R 3.5.0)
## doRNG 1.6.6 2017-04-10 CRAN (R 3.5.0)
## dplyr * 0.7.4 2017-09-28 CRAN (R 3.5.0)
## evaluate 0.10.1 2017-06-24 CRAN (R 3.5.0)
## foreach * 1.4.4 2017-12-12 CRAN (R 3.5.0)
## ggplot2 * 2.2.1 2016-12-30 CRAN (R 3.5.0)
## glue 1.2.0 2017-10-29 CRAN (R 3.5.0)
## graphics * 3.5.0 2018-04-24 local
## grDevices * 3.5.0 2018-04-24 local
## grid * 3.5.0 2018-04-24 local
## gridExtra * 2.3 2017-09-09 CRAN (R 3.5.0)
## gtable * 0.2.0 2016-02-26 CRAN (R 3.5.0)
## htmltools 0.3.6 2017-04-28 CRAN (R 3.5.0)
## iterators 1.0.9 2017-12-12 CRAN (R 3.5.0)
## knitr * 1.20 2018-02-20 CRAN (R 3.5.0)
## lazyeval 0.2.1 2017-10-29 CRAN (R 3.5.0)
## lubridate * 1.7.4 2018-04-11 CRAN (R 3.5.0)
## magrittr * 1.5 2014-11-22 CRAN (R 3.5.0)
## MASS * 7.3-49 2018-02-23 CRAN (R 3.5.0)
## memoise 1.1.0 2017-04-21 CRAN (R 3.5.0)
## methods * 3.5.0 2018-04-24 local
## munsell 0.4.3 2016-02-13 CRAN (R 3.5.0)
## parallel 3.5.0 2018-04-24 local
## pforeach * 1.3 2018-04-25 Github (hoxo-m/pforeach@2c44f3b)
## pillar 1.2.1 2018-02-27 CRAN (R 3.5.0)
## pkgconfig 2.0.1 2017-03-21 CRAN (R 3.5.0)
## pkgmaker 0.22 2014-05-14 CRAN (R 3.5.0)
## plyr * 1.8.4 2016-06-08 CRAN (R 3.5.0)
## purrr 0.2.4 2017-10-18 CRAN (R 3.5.0)
## R6 2.2.2 2017-06-17 CRAN (R 3.5.0)
## RColorBrewer * 1.1-2 2014-12-07 CRAN (R 3.5.0)
## Rcpp 0.12.16 2018-03-13 CRAN (R 3.5.0)
## RCurl * 1.95-4.10 2018-01-04 CRAN (R 3.5.0)
## registry 0.5 2017-12-03 CRAN (R 3.5.0)
## reshape2 * 1.4.3 2017-12-11 CRAN (R 3.5.0)
## rlang 0.2.0 2018-02-20 CRAN (R 3.5.0)
## rmarkdown 1.9 2018-03-01 CRAN (R 3.5.0)
## rngtools 1.2.4 2014-03-06 CRAN (R 3.5.0)
## rprojroot 1.3-2 2018-01-03 CRAN (R 3.5.0)
## scales * 0.5.0 2017-08-24 CRAN (R 3.5.0)
## stats * 3.5.0 2018-04-24 local
## stringi 1.2.2 2018-05-02 cran (@1.2.2)
## stringr * 1.3.1 2018-05-10 cran (@1.3.1)
## tibble 1.4.2 2018-01-22 CRAN (R 3.5.0)
## tidyr * 0.8.0 2018-01-29 CRAN (R 3.5.0)
## tools 3.5.0 2018-04-24 local
## utils * 3.5.0 2018-04-24 local
## withr 2.1.2 2018-03-15 CRAN (R 3.5.0)
## xfun 0.1 2018-01-22 CRAN (R 3.5.0)
## xtable 1.8-2 2016-02-05 CRAN (R 3.5.0)
## yaml 2.1.18 2018-03-08 CRAN (R 3.5.0)