Description
Automatically do statistical exploration. Create formulas using 'tidyselect' syntax, and then determine cross-validated model accuracy and variable contributions using 'glm' and 'xgboost'. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.
Downloads
379
Last 30 days
11485th
1K
Last 90 days
5.4K
Last year
Trend: +26.8% (30d vs prior 30d)
1
Last 30 days
30
Last 90 days
148
Last year
Trend: -90% (30d vs prior 30d)
45
Last 30 days
209
Last 90 days
1.4K
Last year
Trend: -62.2% (30d vs prior 30d)
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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| 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 details (2 non-OK)
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
ERROR 10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
package dependencies
Packages required but not available: 'janitor', 'jtools', 'parsnip', 'recipes', 'rsample', 'tune', 'workflows', 'framecleaner', 'presenter', 'broom.mixed' Package suggested but not available for checking: ‘flextable’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
package dependencies
Package required but not available: ‘recosystem’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘Ckmeans.1d.dp’ ‘broom.mixed’ ‘data.table’ ‘igraph’ All declared Imports should be used.
Code
Structure
Lines of code
5,641
Files
93
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
23
Internal functions
25
Recent export changes
Testing & CI
Has tests
No
Test-to-code ratio
0.00
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
0%
Roxygen coverage
95.7%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
0%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.5.0
System requirements
–
C++ standard
–
License
MIT + file LICENSE
License flags
SPDX valid, OSI approved
History
Versions
7
First release
2021-10-28
Latest release
2026-02-26
Avg cadence
136 days
Cold removal rate
100%
Dep drift
26
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.