Giter Club home page Giter Club logo

Comments (2)

DavisVaughan avatar DavisVaughan commented on June 13, 2024

A two column tidy tibble may make sense

# devtools::install_github("tidyverse/dplyr", ref = "across_simpler")
library(dplyr, warn.conflicts = FALSE)
library(tibble)
library(tidyr)

tidy_quantile <- function(x) {
  enframe(quantile(x, probs = c(0, .5, 1)), name = "percentile")
}

# ---

# One column
iris %>%
  group_by(Species) %>%
  summarise(tidy_quantile(Sepal.Length))
#> # A tibble: 9 x 3
#>   Species    percentile value
#>   <fct>      <chr>      <dbl>
#> 1 setosa     0%           4.3
#> 2 setosa     50%          5  
#> 3 setosa     100%         5.8
#> 4 versicolor 0%           4.9
#> 5 versicolor 50%          5.9
#> 6 versicolor 100%         7  
#> 7 virginica  0%           4.9
#> 8 virginica  50%          6.5
#> 9 virginica  100%         7.9

# Multiple columns with a return value in the most useful format
iris %>%
  pivot_longer(-Species, names_to = "measure") %>%
  group_by(Species, measure) %>%
  summarise(tidy_quantile(value))
#> # A tibble: 36 x 4
#> # Groups:   Species [3]
#>    Species measure      percentile value
#>    <fct>   <chr>        <chr>      <dbl>
#>  1 setosa  Petal.Length 0%           1  
#>  2 setosa  Petal.Length 50%          1.5
#>  3 setosa  Petal.Length 100%         1.9
#>  4 setosa  Petal.Width  0%           0.1
#>  5 setosa  Petal.Width  50%          0.2
#>  6 setosa  Petal.Width  100%         0.6
#>  7 setosa  Sepal.Length 0%           4.3
#>  8 setosa  Sepal.Length 50%          5  
#>  9 setosa  Sepal.Length 100%         5.8
#> 10 setosa  Sepal.Width  0%           2.3
#> # … with 26 more rows

Created on 2019-11-09 by the reprex package (v0.3.0.9000)

from funs.

hadley avatar hadley commented on June 13, 2024

Could possibly have quantile_wide() and quantile_long()? Or have some special data frame subclass so that you could could t() it?

from funs.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.