tidylog
Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins. (by elbersb)
desctable
An R package to produce descriptive and comparative tables (by desctable)
| tidylog | desctable | |
|---|---|---|
| 1 | 2 | |
| 593 | 52 | |
| 0.3% | - | |
| 5.3 | 0.0 | |
| 9 months ago | almost 3 years ago | |
| R | R | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tidylog
Posts with mentions or reviews of tidylog.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Printing intermediate step output in a dplyr chain?
If you want fairly general output, rather than something specific, the tidylog package is a great solution.
desctable
Posts with mentions or reviews of desctable.
We have used some of these posts to build our list of alternatives
and similar projects.
- New to R. Anyone have a go-to way to make a pretty descriptives table?
-
desctable has a website, and a new version!
The new API is not yet complete, but has feature parity with the old one, and will be further developed towards 1.0. (have a look at the roadmap on the github repo) desctable has now full support for purrr::map-like formulas when defining statistics and tests, and a easier to manipulate internal format. There's a new website at https://desctable.github.io, the repo has moved to it's own org (https://github.com/desctable/desctable), and new documentation and vignettes have been written!
What are some alternatives?
When comparing tidylog and desctable you can also consider the following projects:
timetk - Time series analysis in the `tidyverse`
janitor - simple tools for data cleaning in R
IntRo - Introduction to R for health data
tidyquery - Query R data frames with SQL
forcats - 🐈🐈🐈🐈: tools for working with categorical variables (factors)