daiquiri
Data Quality Reporting for Temporal Datasets
Description
Generate reports that enable quick visual review of temporal shifts in record-level data. Time series plots showing aggregated values are automatically created for each data field (column) depending on its contents (e.g. min/max/mean values for numeric data, no. of distinct values for categorical data), as well as overviews for missing values, non-conformant values, and duplicated rows. The resulting reports are shareable and can contribute to forming a transparent record of the entire analysis process. It is designed with Electronic Health Records in mind, but can be used for any type of record-level temporal data (i.e. tabular data where each row represents a single "event", one column contains the "event date", and other columns contain any associated values for the event).
Downloads
710
Last 30 days
4697th
2.2K
Last 90 days
9.5K
Last year
Trend: +2.5% (30d vs prior 30d)
0
Last 30 days
23
Last 90 days
120
Last year
Trend: -100% (30d vs prior 30d)
6
Last 7 days
20
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
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
tests
Running ‘testthat.R’ [302s/361s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> library(testthat)
> library(daiquiri)
>
> test_check("daiquiri")
Saving _problems/test-main-107.R
Saving _problems/test-utilities-199.R
...[truncated]...
w")
[ FAIL 2 | WARN 4 | SKIP 18 | PASS 494 ]
Error:
! Test failures.
Warning message:
In dir.create(path, recursive = TRUE) :
cannot create dir '/tmp/RtmpQfc1zl/file3e0d196f6cb38e', reason 'No space left on device'
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
Code & tests
Open call graph →Line coverage
–
Expression
–
Tests / Examples
–
Functions
122 20 exported
Complexity
2.5 avg / 40 max
Call network
122 nodes / 194 edges
Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.
Lowest coverage
Per-function coverage is not measured for this package yet.
Code
Structure
Lines of code
10,611
Files
75
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
20
Internal functions
101
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
1.85
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
25%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
0%
Unsafe pattern score
0
Dep constraint coverage
70%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
–
System requirements
–
C++ standard
–
License
GPL (>= 3)
License flags
SPDX valid, OSI approved
History
Versions
6
First release
2022-11-11
Latest release
2025-10-27
Avg cadence
125 days
Cold removal rate
–
Dep drift
1
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.