R Observatory: Metrics for fixr version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fixr

0.2.0Package record

Fixing Data Made Easy for Statistical Analysis

0packages depend

2.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Ambu VijayanCRAN page ↗GitHub ↗

A set of functions that facilitate basic data manipulation and cleaning for statistical analysis including functions for finding and fixing duplicate rows and columns, missing values, outliers, and special characters in column and row names and functions for checking data consistency, distribution, quality, reliability, and structure.

Changes in 0.2.0

Bug fixes

---

From NEWS.md in the release

Install

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

install.packages("fixr", 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("ambuvjyn/fixr")

Development version from ambuvjyn/fixr. 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-fixr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-fixr

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# 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-fixr

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMENoVignettesNoNEWSYes · 100% structured · mentions 0.2.0Citation fileNo

Help pages: 26
Examples that run: 100%25 run in a plain check
Exported functions with examples: 96%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #18,076 · ~7/day · ~210/mo

Releases R versions

Daily download trend is not available in this view yet.

27630 days

72090 days

2.5K1 year

Compare downloads with other packages →

Also on67 r2u2 autocran

How downloads are counted

Repository

ambuvjyn/fixr ↗Account: ambuvjyn

1Stars

0Forks

0Open issues

0Open PRs

2Releases

27Commits

1Commit identities

27 commits · Last activity 2025-02-14 · The default branch showed an older version (0.1.0) than CRAN on 2026-10-21

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 287
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-03-31 · 12026-07-07 · 1

How these are measured

PracticesBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/ambuvjyn/fixr on 2026-10-21.

Docs source (1)

GitHub Pages site last deployed 2025-02-14

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing fixr adds 13 packages (11 with compiled code, 5.2 MB of source tarballs). Heaviest: openssl 1.1 MB, jsonlite 1.0 MB, rlang 766 KB.

Depends (0)

none

Imports (3)

RCurl httr xml2

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Ambu Vijayan

Author, Maintainer since 0.1.0 (2023)

J. Sreekumar

Author

Principal Scientist, ICAR - Central Tuber Crops Research Institute

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.2.0Latest
record
2025-02-15 · current release · diff ↗ ·
removed 1 export
find_duplicate_cols
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.0
record
2023-04-20
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-04-20
Total releases: 2 / 3 yrs
License: GPL-3 OSI
Download size: 13 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fixr")

Format

Vijayan, A., & Sreekumar, J. (2025). fixr: Fixing Data Made Easy for Statistical Analysis (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.fixr

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for fixr version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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