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Welcome | The tidyverse style guide
This site describes the style used throughout the tidyverse. It was derived from Google’s original R Style Guide - but Google’s current guide is derived from the tidyverse style guide. All style …
Style.tidyverse.orgDA: 19 PA: 19 MOZ Rank: 20
Tidy Messy Data • tidyr
Tools to help to create tidy data, where each column is a variable, each row is an observation, and each cell contains a single value. tidyr contains tools for changing the shape (pivoting) …
Tidyr.tidyverse.orgDA: 19 PA: 19 MOZ Rank: 21
Make Dealing with Dates a Little Easier • lubridate
Functions to work with date-times and time-spans: fast and user friendly parsing of date-time data, extraction and updating of components of a date-time (years, months, days, hours, minutes, …
Lubridate.tidyverse.orgDA: 23 PA: 23 MOZ Rank: 26
Simple Data Frames • tibble
A tibble, or tbl_df, is a modern reimagining of the data.frame, keeping what time has proven to be effective, and throwing out what is not. Tibbles are data.frames that are lazy and surly: they do …
Tibble.tidyverse.orgDA: 20 PA: 20 MOZ Rank: 24
Functional Programming Tools • purrr
Overview. purrr enhances R’s functional programming (FP) toolkit by providing a complete and consistent set of tools for working with functions and vectors. If you’ve never heard of FP …
Purrr.tidyverse.orgDA: 19 PA: 19 MOZ Rank: 24
Tidyverse - Tidy evaluation
This guide is now superseded by more recent efforts at documenting tidy evaluation in a user-friendly way. We now recommend reading: The new Programming with dplyr vignette. The …
Tidyeval.tidyverse.orgDA: 22 PA: 22 MOZ Rank: 28
Function reference • ggplot2
Programming with ggplot2. These functions provides tools to help you program with ggplot2, creating functions and for-loops that generate plots for you. aes_ () aes_string () aes_q () …
Ggplot2.tidyverse.orgDA: 21 PA: 11 MOZ Rank: 38
Nested data • tidyr - Tidyverse
Basics. A nested data frame is a data frame where one (or more) columns is a list of data frames. You can create simple nested data frames by hand: df1 <- tibble ( g = c (1, 2, 3), data = list ( …
Tidyr.tidyverse.orgDA: 19 PA: 19 MOZ Rank: 45
Getting help with tidyverse
Before opening a new issue, be sure to search issues and pull requests to make sure the bug hasn’t been reported and/or already fixed in the development version. By default, the search …
Tidyverse.tidyverse.orgDA: 23 PA: 13 MOZ Rank: 44
Rename columns — rename • dplyr - Tidyverse
Arguments.data. A data frame, data frame extension (e.g. a tibble), or a lazy data frame (e.g. from dbplyr or dtplyr). See Methods, below, for more details.. For rename(): <tidy-select> Use …
Dplyr.tidyverse.orgDA: 19 PA: 22 MOZ Rank: 50
Modelling Functions that Work with the Pipe • modelr
Status. modelr is stable: it has achieved its goal of making it easier to teach modelling within the tidyverse. For more general modelling tasks, check out the family of “tidymodel” packages like …
Modelr.tidyverse.orgDA: 20 PA: 20 MOZ Rank: 31
A dplyr backend for databases • dbplyr
Overview. dbplyr is the database backend for dplyr. It allows you to use remote database tables as if they are in-memory data frames by automatically converting dplyr code into SQL. To …
Dbplyr.tidyverse.orgDA: 20 PA: 20 MOZ Rank: 32
Do more with dates and times in R • lubridate - Tidyverse
Parsing dates and times. Getting R to agree that your data contains the dates and times you think it does can be tricky. Lubridate simplifies that. Identify the order in which the year, month, and …
Lubridate.tidyverse.orgDA: 23 PA: 24 MOZ Rank: 59
Regular expressions • stringr - Tidyverse
Regular expressions are the default pattern engine in stringr. That means when you use a pattern matching function with a bare string, it’s equivalent to wrapping it in a call to regex (): # The …
Stringr.tidyverse.orgDA: 21 PA: 34 MOZ Rank: 68
Read a delimited file (including CSV and TSV) into a tibble
Read_csv() and read_tsv() are special cases of the more general read_delim(). They're useful for reading the most common types of flat file data, comma separated values and tab separated …
Readr.tidyverse.orgDA: 19 PA: 26 MOZ Rank: 59
An Interface to Google Drive • googledrive - Tidyverse
The metadata for one or more Drive files is held in a dribble, a “Drive tibble”. This is a data frame with one row per file. A dribble is returned (and accepted) by almost every function in …
Googledrive.tidyverse.orgDA: 25 PA: 25 MOZ Rank: 41
Tidyverse - Wikipedia
The tidyverse is a collection of open source packages for the R programming language introduced by Hadley Wickham and his team that "share an underlying design philosophy, …
En.wikipedia.orgDA: 16 PA: 15 MOZ Rank: 47
Tidyverse design guide
It is used by the tidyverse team to promote consistency across packages in the core tidyverse. But you can also use it to guide the design of your functions and packages to create interfaces …
Design.tidyverse.orgDA: 20 PA: 11 MOZ Rank: 48
What is the tidyverse? · R Views
The tidyverse is a coherent system of packages for data manipulation, exploration and visualization that share a common design philosophy. These were mostly developed by …
Rviews.rstudio.comDA: 18 PA: 34 MOZ Rank: 70
Easily Harvest (Scrape) Web Pages • rvest
Overview. rvest helps you scrape (or harvest) data from web pages. It is designed to work with magrittr to make it easy to express common web scraping tasks, inspired by libraries like …
Rvest.tidyverse.orgDA: 19 PA: 19 MOZ Rank: 39
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