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GGoutlieR

Identify Individuals with Unusual Geo-Genetic Patterns

v1.0.2 · Oct 15, 2023 · MIT + file LICENSE

Description

Identify and visualize individuals with unusual association patterns of genetics and geography using the approach of Chang and Schmid (2023) <doi:10.1101/2023.04.06.535838>. It detects potential outliers that violate the isolation-by-distance assumption using the K-nearest neighbor approach. You can obtain a table of outliers with statistics and visualize unusual geo-genetic patterns on a geographical map. This is useful for landscape genomics studies to discover individuals with unusual geography and genetics associations from a large biological sample.

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2.5K

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r2u CRAN

0

Last 30 days

23

Last 90 days

93

Last year

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

autoCRAN

3

Last 7 days

11

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
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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 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

3,350

Files

31

Compiled share

0%

Has compiled src

No

Language breakdown

R 2,808 (83.8%)Docs 542 (16.2%)

API

Exported functions

6

Internal functions

13

Recent export changes

v1.0.0+6 ggoutlier, ggoutlier_compositeKNN, ggoutlier_geneticKNN +3 more

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

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

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

3

First release

2023-06-09

Latest release

2023-10-15

Avg cadence

64 days

Cold removal rate

Dep drift

17

LOC over versions

v1.0.0: 3,200 LOCv1.0.1: 3,346 LOCv1.0.2: 3,350 LOC

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

Dependency Network

Dependencies Reverse dependencies stats4 FastKNN foreach doParallel scales RColorBrewer ggforce rlang tidyr rnaturalearth sf ggplot2 cowplot GGoutlieR

Version History

4 tracked
new 1.0.2 Mar 10, 2026
updated 1.0.2 ← 1.0.1 diff Oct 14, 2023
updated 1.0.1 ← 1.0.0 diff Oct 9, 2023
new 1.0.0 Jun 8, 2023