dsTidyverseClient

'DataSHIELD' 'Tidyverse' Clientside Package

CRAN Package

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.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 205 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
5 downloadsMar 14, 2025
9 downloadsMar 15, 2025
3 downloadsMar 16, 2025
7 downloadsMar 17, 2025
4 downloadsMar 18, 2025
3 downloadsMar 19, 2025
11 downloadsMar 20, 2025
14 downloadsMar 21, 2025
4 downloadsMar 22, 2025
10 downloadsMar 23, 2025
5 downloadsMar 24, 2025
4 downloadsMar 25, 2025
5 downloadsMar 26, 2025
7 downloadsMar 27, 2025
5 downloadsMar 28, 2025
1 downloadsMar 29, 2025
4 downloadsMar 30, 2025
3 downloadsMar 31, 2025
9 downloadsApr 1, 2025
3 downloadsApr 2, 2025
19 downloadsApr 3, 2025
8 downloadsApr 4, 2025
4 downloadsApr 5, 2025
9 downloadsApr 6, 2025
9 downloadsApr 7, 2025
7 downloadsApr 8, 2025
6 downloadsApr 9, 2025
7 downloadsApr 10, 2025
9 downloadsApr 11, 2025
11 downloadsApr 12, 2025
1
19

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,509 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Feb 17, 2025 with 53 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports4 packages
  • Suggests6 packages