Skip to content

allofus

Interface for 'All of Us' Researcher Workbench

v1.2.0 · Nov 6, 2024 · MIT + file LICENSE

Description

Streamline use of the 'All of Us' Researcher Workbench (<https://www.researchallofus.org/data-tools/workbench/>)with tools to extract and manipulate data from the 'All of Us' database. Increase interoperability with the Observational Health Data Science and Informatics ('OHDSI') tool stack by decreasing reliance of 'All of Us' tools and allowing for cohort creation via 'Atlas'. Improve reproducible and transparent research using 'All of Us'.

Downloads

CRAN

783

Last 30 days

4219th

2.7K

Last 90 days

10.5K

Last year

Trend: -12% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

27

Last 90 days

176

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

7

Last 7 days

62

Last 30 days

1

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘dbplyr’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 12, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE May 11, 2026
WARNING r-devel-linux-x86_64-debian-gcc

PDF version of manual

LaTeX errors when creating PDF version.
This typically indicates Rd problems.
LaTeX errors found:
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 14, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 16, 2026
ERROR r-devel-linux-x86_64-fedora-clang

package dependencies

Package required but not available: ‘bigrquery’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Line coverage

3%

Expression

4.2%

Tests / Examples

2.8% / 3% ex

Functions

29 17 exported

Complexity

5.4 avg / 44 max

Call network

29 nodes / 14 edges

Loading call graph…

Lowest coverage

29 functions
FunctionCycloCoverage
aou_atlas_cohort exp30%
aou_bucket_to_workspace exp50%
aou_collect exp20%
aou_compute exp10%
aou_concept_set exp440%
aou_connect exp30%

Code

Structure

Lines of code

5,479

Files

106

Compiled share

0%

Has compiled src

No

Language breakdown

R 2,459 (44.9%)Tests 470 (8.6%)Docs 1,341 (24.5%)Vignettes 1,209 (22.1%)

API

Exported functions

18

Internal functions

12

Recent export changes

v1.1.0+3 aou_collect, aou_compute, aou_create_temp_table
v1.0.0+15 %>%, aou_atlas_cohort, aou_bucket_to_workspace +12 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.19

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

94.4%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

2

Dep constraint coverage

18.8%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

2.10

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

3

First release

2023-12-21

Latest release

2024-11-06

Avg cadence

161 days

Cold removal rate

Dep drift

4

LOC over versions

v1.0.0: 4,109 LOCv1.1.0: 5,018 LOCv1.2.0: 5,479 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies cli tidyr magrittr dplyr glue bigrquery (>= 1.5.1) purrr dbplyr sessioninfo rlang stringr DBI lifecycle bit64 allofus

Version History

4 tracked
new 1.2.0 Mar 10, 2026
updated 1.2.0 ← 1.1.0 diff Nov 5, 2024
updated 1.1.0 ← 1.0.0 diff Apr 3, 2024
new 1.0.0 Dec 20, 2023