dsTidyverseClient1.0.2 package

'DataSHIELD' 'Tidyverse' Clientside Package

ds.arrange

Order the rows of a data frame by the values of selected columns

ds.as_tibble

Coerce a data frame or matrix to a tibble.

ds.bind_cols

Bind multiple data frames by column

ds.bind_rows

Bind multiple data frames by row.

ds.case_when

A general vectorised if-else

ds.distinct

Keep distinct/unique rows

ds.filter

Keep rows that match a condition

ds.group_by

Group by one or more variables

ds.group_keys

Describe the groups within a grouped tibble or data frame

ds.if_else

Vectorised if-else

ds.mutate

Create, modify, and delete columns

ds.rename

Rename columns

ds.select

Keep or drop columns using their names and types

ds.slice

Subset rows using their positions

ds.ungroup

Remove grouping from a tibble or data frame

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Implementation of selected 'Tidyverse' functions within 'DataSHIELD', an open-source federated analysis solution in R. Currently, 'DataSHIELD' contains very limited tools for data manipulation, so the aim of this package is to improve the researcher experience by implementing essential functions for data manipulation, including subsetting, filtering, grouping, and renaming variables. This is the clientside package which should be installed locally, and is used in conjuncture with the serverside package 'dsTidyverse' which is installed on the remote server holding the data. For more information, see <https://www.tidyverse.org/>, <https://datashield.org/> and <https://github.com/molgenis/ds-tidyverse>.

  • Maintainer: Tim Cadman
  • License: LGPL (>= 2.1)
  • Last published: 2025-02-27