quickOutlier

0.1.5

Detect and Treat Outliers in Data Mining

0packages depend

1.4Kdownloads / year

68.8%test coverage

13/13checks pass

Overview

About

Maintained by Daniel López PérezFirst published 2025-12-192 releasesCRAN page ↗GitHub ↗

Implements a suite of tools for outlier detection and treatment in data mining. It includes univariate methods (Z-score, Interquartile Range), multivariate detection using Mahalanobis distance, and density-based detection (Local Outlier Factor) via the 'dbscan' package. It also provides functions for visualization using 'ggplot2' and data cleaning via Winsorization.

Install

R (CRAN)pak (dev)Ubuntu (r2u)openSUSE (OBS)

install.packages("quickOutlier", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("daniellop1/quickOutlier")

Development version from daniellop1/quickOutlier. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-quickoutlier

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-quickOutlier

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-oldrel-macos-x86_64

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

1.4K

CRAN downloads in the past year

Rank #21,149 · ~4/day · ~116/mo

quickOutlier Releases R versions

Daily download trend is not available in this view yet.

19830 days

55290 days

1.4K1 year

Compare downloads with other packages →

Also on45 r2u27 autocran

Repository

GitHub ↗ daniellop1/quickoutlier

0Stars

0Forks

0Open issues

0Open PRs

1Releases

2Commits

1Contributors

2 commits · Last activity 2026-04-04

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/daniellop1/quickoutlier on 2026-07-19.

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (5)

dbscan ggplot2 isotree plotlystats

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Daniel López Pérez

Author, Maintainer

Authors (1)

Daniel López Pérez

Author, Maintainer

Package Timeline

2 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.5Latest
2026-02-13 · current release · diff ↗
0.1.0
2025-12-19
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-12-19
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 1.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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