Fast Alternatives to 'tidyverse' Functions


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Documentation for package ‘fastplyr’ version 0.9.0

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add_consecutive_id Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
add_consecutive_id.data.frame Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
add_group_id Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
add_group_id.data.frame Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
add_row_id Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
add_row_id.data.frame Add a column of useful IDs (group IDs, row IDs & consecutive IDs)
as_tbl Fast 'tibble' alternatives
crossing Fast versions of 'tidyr::expand()' and 'tidyr::complete()'.
desc Helpers to sort variables in ascending or descending order
f_add_count A fast replacement to dplyr::count()
f_anti_join Fast SQL joins
f_arrange A 'collapse' version of 'dplyr::arrange()'
f_bind Bind data frame rows and columns
f_bind_cols Bind data frame rows and columns
f_bind_rows Bind data frame rows and columns
f_complete Fast versions of 'tidyr::expand()' and 'tidyr::complete()'.
f_consecutive_id Fast group and row IDs
f_count A fast replacement to dplyr::count()
f_cross_join Fast SQL joins
f_deframe Fast 'tibble' alternatives
f_distinct Find distinct rows
f_duplicates Find duplicate rows
f_enframe Fast 'tibble' alternatives
f_expand Fast versions of 'tidyr::expand()' and 'tidyr::complete()'.
f_fill Fill 'NA' values forwards and backwards
f_filter Alternative to 'dplyr::filter()'
f_full_join Fast SQL joins
f_group_by 'collapse' version of 'dplyr::group_by()'
f_group_data Fast group metadata
f_group_indices Fast group metadata
f_group_keys Fast group metadata
f_group_rows Fast group metadata
f_group_size Fast group metadata
f_group_split Alternative to 'dplyr::group_split'
f_group_vars Fast group metadata
f_inner_join Fast SQL joins
f_left_join Fast SQL joins
f_mutate A faster 'mutate()' with per-group optimisations
f_nest_by Create a subset of data for each group
f_n_groups Fast group metadata
f_pull Fast 'dplyr' 'select()'/'rename()'/'pull()'
f_reframe A faster 'reframe()' with per-group optimisations
f_rename Fast 'dplyr' 'select()'/'rename()'/'pull()'
f_right_join Fast SQL joins
f_rowwise A convenience function to group by every row
f_select Fast 'dplyr' 'select()'/'rename()'/'pull()'
f_semi_join Fast SQL joins
f_slice Faster 'dplyr::slice()'
f_slice_head Faster 'dplyr::slice()'
f_slice_max Faster 'dplyr::slice()'
f_slice_min Faster 'dplyr::slice()'
f_slice_sample Faster 'dplyr::slice()'
f_slice_tail Faster 'dplyr::slice()'
f_summarise Summarise each group down to one row
f_summarize Summarise each group down to one row
f_ungroup 'collapse' version of 'dplyr::group_by()'
f_union Fast SQL joins
f_union_all Fast SQL joins
group_by_order_default Default value for ordering of groups
group_data Fast group metadata
group_id Fast group and row IDs
group_ordered 'collapse' version of 'dplyr::group_by()'
list_tidy Alternative to 'rlang::list2'
nesting Fast versions of 'tidyr::expand()' and 'tidyr::complete()'.
new_tbl Fast 'tibble' alternatives
nothing Fast 'dplyr' 'select()'/'rename()'/'pull()'
remove_rows_if_all_na Fast remove rows with 'NA' values
remove_rows_if_any_na Fast remove rows with 'NA' values
row_id Fast group and row IDs
tidy_quantiles Fast grouped sample quantiles