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tutorial-tidyverse\n\nPresentation on the tidyverse in R to clean and manipulate data\n\n**Table of Contents**\n\n- [Prerequisites](#prerequisites)\n- [About Data](#about-data)\n- [Compile Presentation](#compile-presentation)\n- [Packages within `tidyverse`](#packages-within-tidyverse)\n- [Repository Structure](#repository-structure)\n- [License](#license)\n\n\n## Prerequisites\n\n- `R`\n- `rmarkdown` (to compile presentation)\n- `tidyverse`\n\n\n## About Data\n\nData is a modified version found on [@laderast][ted]'s workshop on exploratory\ndata analysis, [ShinyEDA][shinyeda].\n\n[ted]: https://github.com/laderast\n[shinyeda]: https://github.com/laderast/shinyEDA\n\n\n## Compile Presentation\n\n```shell\nmake\n```\n\n\n## Packages within `tidyverse`\n\n- `broom` (convert statistical objects to tidy data)\n- `dplyr` (easily tidy data)\n- `forcats` (work with categorical variables)\n- `ggplot2` (create elegant data visualizations)\n- `haven` (import and export SPSS, Stata, and SAS)\n- `httr` (work with URLs and HTTP)\n- `hms` (pretty time of day)\n- `jsonlite` (robust JSON parser)\n- `lubridate` (deal with dates easier)\n- `magrittr` (pipe character)\n- `modelr` (modeling functions)\n- `purrr` (functional programming)\n- `readr` (read tabular data)\n- `readxl` (read Excel data)\n- `stringr` (manipulate strings)\n- `tibble` (simple data frames)\n- `rvest` (web scrapping tools)\n- `tidyr` (easily tidy data)\n- `xml2` (parse XML files)\n\n\n## Repository Structure\n\n```\n.\n├── data\n│   └── all_data.xlsx\n├── images\n│   ├── cover.png\n│   ├── data-science-communicate.png\n│   ├── data-science-explore.png\n│   ├── data-science.png\n│   ├── data-science-wrangle.png\n│   ├── datasetA.png\n│   ├── datasetB.png\n│   ├── rstudio-hex-purrr.png\n│   ├── tidy-data.png\n│   └── tidy-logos.png\n├── Makefile\n├── R\n│   ├── broom.R\n│   └── purrr.R\n├── README.md\n├── tidyverse.html\n├── tidyverse.Rmd\n└── tutorial-tidyverse.Rproj\n\n3 directories, 18 files\n```\n\n\n## License\n\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by/4.0/\"\u003e\u003cimg alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by/4.0/80x15.png\" /\u003e\u003c/a\u003e\u003cbr /\u003eThis work is licensed under a \u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by/4.0/\"\u003eCreative Commons Attribution 4.0 International License\u003c/a\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferictleung%2Ftutorial-tidyverse","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ferictleung%2Ftutorial-tidyverse","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferictleung%2Ftutorial-tidyverse/lists"}