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datadriftR: An R package for data drift detection

datadriftR: An R package for data drift detection - Published in JOSS (2026)

https://github.com/ugurdar/datadriftr

Science Score: 92.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in JOSS metadata
  • ○
    Academic links in README
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ✓
    JOSS paper metadata
    Published in Journal of Open Source Software
Last synced: 8 days ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: ugurdar
  • License: mit
  • Language: HTML
  • Default Branch: main
  • Size: 9.89 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created almost 2 years ago · Last pushed 2 months ago
Metadata Files
Readme Contributing License Citation

Owner

  • Name: Uğur Dar
  • Login: ugurdar
  • Kind: user
  • Location: Eskişehir
  • Company: Eskişehir Teknik Üniversitesi

JOSS Publication

datadriftR: An R package for data drift detection
Published
March 30, 2026
DOI
Volume 11, Issue 119, Page 9481
Authors
Ugur Dar ORCID
Eskisehir Technical University, Department of Statistics, Eskisehir, Turkey
Mustafa Cavus ORCID
Eskisehir Technical University, Department of Statistics, Eskisehir, Turkey
Editor
Chris Vernon ORCID
Tags
data drift concept drift change detection
View PDF Review Thread Software Archive

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
title: "datadriftR: An R package for streaming data drift detection"
version: "1.1.0"
date-released: "2025-11-09"
repository-code: "https://github.com/ugurdar/datadriftR"
url: "https://cran.r-project.org/package=datadriftR"
license: "MIT"
keywords:
  - R
  - concept drift
  - change detection
  - streaming data
  - online learning
authors:
  - given-names: Ugur
    family-names: Dar
    email: ugurdarr@gmail.com
    orcid: "https://orcid.org/0009-0005-8076-2199"
  - given-names: Mustafa
    family-names: Cavus
    email: mustafacavus@eskisehir.edu.tr
    orcid: "https://orcid.org/0000-0002-6172-5449"
abstract: |
  datadriftR provides concept drift and change detection for streaming data in
  R, implementing established methods including DDM, EDDM, HDDM-A, HDDM-W,
  KSWIN, Page–Hinkley, ADWIN and KL divergence–based monitoring. It supports
  online learning workflows and model monitoring by detecting shifts in data
  distributions and predictive performance over time.

preferred-citation:
  type: software
  title: "datadriftR: An R package for streaming data drift detection"
  authors:
    - given-names: Ugur
      family-names: Dar
      orcid: "https://orcid.org/0009-0005-8076-2199"
    - given-names: Mustafa
      family-names: Cavus
      orcid: "https://orcid.org/0000-0002-6172-5449"
  year: 2025
  version: "1.1.0"
  url: "https://cran.r-project.org/package=datadriftR"

GitHub Events

Total
  • Release event: 1
  • Pull request event: 6
  • Issues event: 6
  • Issue comment event: 9
  • Push event: 19
  • Create event: 2
Last Year
  • Release event: 1
  • Pull request event: 6
  • Issues event: 6
  • Issue comment event: 9
  • Push event: 19
  • Create event: 2

Committers

Last synced: 22 days ago

All Time
  • Total Commits: 49
  • Total Committers: 1
  • Avg Commits per committer: 49.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 23
  • Committers: 1
  • Avg Commits per committer: 23.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
ugurdar u****r@g****m 49

Issues and Pull Requests

Last synced: 22 days ago

All Time
  • Total issues: 2
  • Total pull requests: 0
  • Average time to close issues: 2 months
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 4.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 2
  • Pull requests: 0
  • Average time to close issues: 2 months
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 4.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • benyamindsmith (2)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 160 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
cran.r-project.org: datadriftR

Concept Drift Detection Methods for Stream Data

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 160 Last month
Rankings
Dependent packages count: 28.7%
Dependent repos count: 35.4%
Average: 50.0%
Downloads: 86.0%
Maintainers (1)
ugurdarr@gmail.com
Last synced: 22 days ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.2 depends
  • R6 * imports
  • testthat >= 3.0.0 suggests