readr - Read Rectangular Text Data

The goal of 'readr' is to provide a fast and friendly way to read rectangular data (like 'csv', 'tsv', and 'fwf'). It is designed to flexibly parse many types of data found in the wild, while still cleanly failing when data unexpectedly changes.

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csvfwfparsingcpp

22.22 score 1.0k stars 2.3k dependents 177k scripts 908k downloads

glue - Interpreted String Literals

An implementation of interpreted string literals, inspired by Python's Literal String Interpolation <https://www.python.org/dev/peps/pep-0498/> and Docstrings <https://www.python.org/dev/peps/pep-0257/> and Julia's Triple-Quoted String Literals <https://docs.julialang.org/en/v1.3/manual/strings/#Triple-Quoted-String-Literals-1>.

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string-interpolationstringsquarto

21.83 score 747 stars 15k dependents 73k scripts 1.8M downloads

readxl - Read Excel Files

Import excel files into R. Supports '.xls' via the embedded 'libxls' C library <https://github.com/libxls/libxls> and '.xlsx' via the embedded 'RapidXML' C++ library <https://rapidxml.sourceforge.net/>. Works on Windows, Mac and Linux without external dependencies.

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excelspreadsheetxlsxlsxcpp

21.03 score 751 stars 935 dependents 200k scripts 1.1M downloads

devtools - Tools to Make Developing R Packages Easier

Collection of package development tools.

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package-creationquarto

20.18 score 2.5k stars 145 dependents 63k scripts 319k downloads

vroom - Read and Write Rectangular Text Data Quickly

The goal of 'vroom' is to read and write data (like 'csv', 'tsv' and 'fwf') quickly. When reading it uses a quick initial indexing step, then reads the values lazily , so only the data you actually use needs to be read. The writer formats the data in parallel and writes to disk asynchronously from formatting.

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csvcsv-parserfixed-width-texttsvtsv-parsercpp

19.17 score 641 stars 2.3k dependents 6.1k scripts 800k downloads

usethis - Automate Package and Project Setup

Automate package and project setup tasks that are otherwise performed manually. This includes setting up unit testing, test coverage, continuous integration, Git, 'GitHub', licenses, 'Rcpp', 'RStudio' projects, and more.

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githubsetup

17.87 score 908 stars 350 dependents 7.2k scripts 217k downloads

gargle - Utilities for Working with Google APIs

Provides utilities for working with Google APIs <https://developers.google.com/apis-explorer>. This includes functions and classes for handling common credential types and for preparing, executing, and processing HTTP requests.

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authenticationgoogle

16.07 score 113 stars 200 dependents 379 scripts 454k downloads

googledrive - An Interface to Google Drive

Manage Google Drive files from R.

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google-drive

15.94 score 342 stars 175 dependents 4.1k scripts 452k downloads

reprex - Prepare Reproducible Example Code via the Clipboard

Convenience wrapper that uses the 'rmarkdown' package to render small snippets of code to target formats that include both code and output. The goal is to encourage the sharing of small, reproducible, and runnable examples on code-oriented websites, such as <https://stackoverflow.com> and <https://github.com>, or in email. The user's clipboard is the default source of input code and the default target for rendered output. 'reprex' also extracts clean, runnable R code from various common formats, such as copy/paste from an R session.

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githubreproducibilityrmarkdownstackoverflow

15.74 score 749 stars 130 dependents 555 scripts 432k downloads

googlesheets4 - Access Google Sheets using the Sheets API V4

Interact with Google Sheets through the Sheets API v4 <https://developers.google.com/sheets/api>. "API" is an acronym for "application programming interface"; the Sheets API allows users to interact with Google Sheets programmatically, instead of via a web browser. The "v4" refers to the fact that the Sheets API is currently at version 4. This package can read and write both the metadata and the cell data in a Sheet.

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google-drivegoogle-sheetsspreadsheet

14.98 score 373 stars 148 dependents 11k scripts 451k downloads

cellranger - Translate Spreadsheet Cell Ranges to Rows and Columns

Helper functions to work with spreadsheets and the "A1:D10" style of cell range specification.

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13.95 score 51 stars 968 dependents 105 scripts 576k downloads

gapminder - Data from Gapminder

An excerpt of the data available at Gapminder.org. For each of 142 countries, the package provides values for life expectancy, GDP per capita, and population, every five years, from 1952 to 2007.

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13.64 score 304 stars 8 dependents 11k scripts 110k downloads

gmailr - Access the 'Gmail' 'RESTful' API

An interface to the 'Gmail' 'RESTful' API. Allows access to your 'Gmail' messages, threads, drafts and labels.

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10.99 score 237 stars 1 dependents 352 scripts 4.6k downloads

repurrrsive - Examples of Recursive Lists and Nested or Split Data Frames

Recursive lists in the form of R objects, 'JSON', and 'XML', for use in teaching and examples. Examples include color palettes, Game of Thrones characters, 'GitHub' users and repositories, music collections, and entities from the Star Wars universe. Data from the 'gapminder' package is also included, as a simple data frame and in nested and split forms.

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datajsonxml

9.27 score 137 stars 622 scripts 110k downloads