In nathaneastwood/poorman: A Poor Man's Dependency Free Recreation of 'dplyr'

knitr::opts_chunk$set(
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options(poorman.summarise.inform = FALSE)

{poorman}

I'd seen my father. He was a poor man, and I watched him do astonishing things. - Sidney Poitier

Overview

{poorman} is a grammar of data manipulation, providing dependency free versions of {dplyr} verbs that help you solve the most common data manipulation challenges:

• select() picks variables based on their names.
• mutate() adds new variables that are functions of existing variables.
• filter() picks cases based on their values.
• summarise() reduces multiple values down to a single summary.
• arrange() changes the ordering of the rows.

{poorman} attempts to replicate the {dplyr} API exactly such that your {dplyr} code will still run even if you use {poorman} in its place. In addition to replicating {dplyr} functionality, {poorman} implements other functionality from the wider {tidyverse} such as select helpers and the pipe, %>%.

For more details on the functionality available within {poorman}, check out the {poorman} series of blog posts here.

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Installation

You can install:

• the development version from GitHub with

# install.packages("remotes")
remotes::install_github("nathaneastwood/poorman")

• the latest release from CRAN with

install.packages("poorman")

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Docker

If you'd like to try out the latest version of the package on CRAN using Docker, you can run the latest image with:

```{bash, eval = FALSE} docker run --rm -it nathaneastwood/poorman

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## Usage

```r
library(poorman, warn.conflicts = FALSE)

mtcars %>%
  select(mpg, wt, starts_with("c")) %>%
  mutate(kpl = (1.609 * mpg) / 3.785, wt_kg = wt * 453.5924) %>%
  filter(mpg > 28)

mtcars %>%
  group_by(am, cyl) %>%
  summarise(mean_mpg = mean(mpg), sd_mpg = sd(mpg)) %>%
  ungroup()

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Related Work

• {dplyr}
• {bplyr} - imports {magrittr} and {rlang}; it prepends functions with b_*(), e.g. b_select().
• {tbltools} - imports {magrittr} and appends *_data() to each of its functions, e.g. select_data().

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nathaneastwood/poorman documentation built on Feb. 10, 2024, 1:41 p.m.