README

stickyr provides data frames that hold certain columns and attributes persistently for data processing in dplyr. It can also hide specific columns.

Installation

install.packages("stickyr")

Development version

# install.packages("devtools")
devtools::install_github("UchidaMizuki/stickyr")

Example

library(stickyr)
library(dplyr)

sticky_starwars <- new_sticky_tibble(dplyr::starwars,
                                     cols = c(height, mass, birth_year),
                                     col_show = !birth_year,
                                     col_summary = list(height = mean,
                                                        mass = sum,
                                                        birth_year = median))

sticky_starwars
#> # A tibble: 87 × 13
#> # Stickers: height, mass
#>    name  height  mass hair_…¹ skin_…² eye_c…³ sex   gender homew…⁴ species films
#>    <chr>  <int> <dbl> <chr>   <chr>   <chr>   <chr> <chr>  <chr>   <chr>   <lis>
#>  1 Luke…    172    77 blond   fair    blue    male  mascu… Tatooi… Human   <chr>
#>  2 C-3PO    167    75 <NA>    gold    yellow  none  mascu… Tatooi… Droid   <chr>
#>  3 R2-D2     96    32 <NA>    white,… red     none  mascu… Naboo   Droid   <chr>
#>  4 Dart…    202   136 none    white   yellow  male  mascu… Tatooi… Human   <chr>
#>  5 Leia…    150    49 brown   light   brown   fema… femin… Aldera… Human   <chr>
#>  6 Owen…    178   120 brown,… light   blue    male  mascu… Tatooi… Human   <chr>
#>  7 Beru…    165    75 brown   light   blue    fema… femin… Tatooi… Human   <chr>
#>  8 R5-D4     97    32 <NA>    white,… red     none  mascu… Tatooi… Droid   <chr>
#>  9 Bigg…    183    84 black   light   brown   male  mascu… Tatooi… Human   <chr>
#> 10 Obi-…    182    77 auburn… fair    blue-g… male  mascu… Stewjon Human   <chr>
#> # … with 77 more rows, 2 more variables: vehicles <list>, starships <list>, and
#> #   abbreviated variable names ¹hair_color, ²skin_color, ³eye_color, ⁴homeworld

Select data

sticky_starwars |> 
  select(name, species)
#> # A tibble: 87 × 4
#> # Stickers: height, mass
#>    name               species height  mass
#>    <chr>              <chr>    <int> <dbl>
#>  1 Luke Skywalker     Human      172    77
#>  2 C-3PO              Droid      167    75
#>  3 R2-D2              Droid       96    32
#>  4 Darth Vader        Human      202   136
#>  5 Leia Organa        Human      150    49
#>  6 Owen Lars          Human      178   120
#>  7 Beru Whitesun lars Human      165    75
#>  8 R5-D4              Droid       97    32
#>  9 Biggs Darklighter  Human      183    84
#> 10 Obi-Wan Kenobi     Human      182    77
#> # … with 77 more rows

Summarise data

sticky_starwars |> 
  group_by(species) |> 
  summarise()
#> # A tibble: 38 × 3
#> # Stickers: height, mass
#>    species   height  mass
#>    <chr>      <dbl> <dbl>
#>  1 Aleena       79     15
#>  2 Besalisk    198    102
#>  3 Cerean      198     82
#>  4 Chagrian    196     NA
#>  5 Clawdite    168     55
#>  6 Droid        NA     NA
#>  7 Dug         112     40
#>  8 Ewok         88     20
#>  9 Geonosian   183     80
#> 10 Gungan      209.    NA
#> # … with 28 more rows