Fast Alternatives to 'tidyverse' Functions
Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
Helpers to sort variables in ascending or descending order
Find duplicate rows
A collapse
version of dplyr::arrange()
Bind data frame rows and columns
A fast replacement to dplyr::count()
Find distinct rows
Fast versions of tidyr::expand()
and tidyr::complete()
.
Fill NA
values forwards and backwards
Alternative to dplyr::filter()
'collapse' version of dplyr::group_by()
Create a subset of data for each group
A convenience function to group by every row
Fast 'dplyr' select()
/rename()
/pull()
Faster dplyr::slice()
Summarise each group down to one row
fastplyr: Fast Alternatives to 'tidyverse' Functions
Default value for ordering of groups
Fast group and row IDs
Fast SQL joins
Alternative to rlang::list2
Fast 'tibble' alternatives
Pipe operator
Fast remove rows with NA
values
Fast grouped sample quantiles
A full set of fast data manipulation tools with a tidy front-end and a fast back-end using 'collapse' and 'cheapr'.