https://github.com/paulhendricks/describer

Describe data in R
https://github.com/paulhendricks/describer

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Describe data in R

• Host: GitHub
• URL: https://github.com/paulhendricks/describer
• Owner: paulhendricks
• License: other
• Created: 2015-09-02T13:40:54.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-07-01T19:38:38.000Z (over 7 years ago)
• Last Synced: 2024-08-13T07:15:35.015Z (3 months ago)
• Language: R
• Homepage:
• Size: 43.9 KB
• Stars: 7
• Watchers: 5
• Forks: 1
• Open Issues: 4
• Metadata Files:
  • Readme: README.Rmd
  • License: LICENSE

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• jimsghstars - paulhendricks/describer - Describe data in R (R)

README

        
---

output:

  github_document

---

```{r, echo = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "README-"

)

```

# describer

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/describer)](http://cran.r-project.org/package=describer)

[![Downloads from the RStudio CRAN mirror](http://cranlogs.r-pkg.org/badges/describer)](http://cran.rstudio.com/package=describer)

[![Build Status](https://travis-ci.org/paulhendricks/describer.png?branch=master)](https://travis-ci.org/paulhendricks/describer)

[![Build status](https://ci.appveyor.com/api/projects/status/jyh7mh23q1htalww/branch/master?svg=true)](https://ci.appveyor.com/project/paulhendricks/describer/branch/master)

[![codecov.io](http://codecov.io/github/paulhendricks/describer/coverage.svg?branch=master)](http://codecov.io/github/paulhendricks/describer?branch=master)

[![Project Status: Active - The project has reached a stable, usable state and is being actively developed.](http://www.repostatus.org/badges/0.1.0/active.svg)](http://www.repostatus.org/#active)

`describer` quickly and easily describes data using common descriptive statistics.

## Installation

You can install the latest development version from CRAN:

```R

install.packages("describer")

````

Or from GitHub with:

```R

if (packageVersion("devtools") < 1.6) {

  install.packages("devtools")

}

devtools::install_github("paulhendricks/describer")

```

If you encounter a clear bug, please file a [minimal reproducible example](http://stackoverflow.com/questions/5963269/how-to-make-a-great-r-reproducible-example) on [GitHub](https://github.com/paulhendricks/describer/issues).

## API

```{r}

library(dplyr, warn.conflicts = FALSE)

library(describer)

mtcars %>% 

  describe %>% 

  knitr::kable(format = "markdown")

mtcars %>% 

  group_by(cyl) %>% 

  do(describe(.)) %>% 

  knitr::kable(format = "markdown")

```

To mimic the exact `pandas.describe()` behavior, use `pd_describe`.

```{r}

library(reshape2)

pandas_describe_mtcars <- 

  mtcars %>% 

  pd_describe

pandas_describe_mtcars %>% 

  knitr::kable(format = "markdown")

str(pandas_describe_mtcars)

```

## Citation

To cite package ‘describer’ in publications use:

```

Paul Hendricks (2015). describer: Describe Data in R Using Common Descriptive Statistics. R package version 0.2.0. https://CRAN.R-project.org/package=describer

```

A BibTeX entry for LaTeX users is

```

@Manual{,

  title = {describer: Describe Data in R Using Common Descriptive Statistics},

  author = {Paul Hendricks},

  year = {2015},

  note = {R package version 0.2.0},

  url = {https://CRAN.R-project.org/package=describer},

}

```