[PRE REVIEW]: EyeDentify3D: A Python package for gaze behavior classification of mobile eye-tracking data

[editorialbot]

Submitting author: @EveCharbie (Eve Charbonneau)
Repository: https://github.com/EveCharbie/EyeDentify3d
Branch with paper.md (empty if default branch):
Version: v1.0.7
Editor: Pending
Reviewers: Pending
Managing EiC: Chris Vernon

Status

Status badge code:

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Markdown: [![status](https://joss.theoj.org/papers/42c72992d8dcb57247e90ce72395ea1d/status.svg)](https://joss.theoj.org/papers/42c72992d8dcb57247e90ce72395ea1d)

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[editorialbot]

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.1080/02640414.2026.2717031 is OK
- 10.1016/j.bspc.2014.12.008 is OK
- 10.1109/ICVR51878.2021.9483841 is OK
- 10.1016/0042-6989(87)90071-X is OK
- 10.1080/24733938.2020.1769174 is OK
- 10.16910/jemr.7.1.1 is OK
- 10.3758/s13428-020-01392-6 is OK
- 10.1145/3674805.3686672 is OK
- 10.1145/1117309.1117360 is OK
- 10.1145/1577755.1577759 is OK
- 10.3758/s13428-011-0149-x is OK

🟡 SKIP DOIs

- None

❌ MISSING DOIs

- None

❌ INVALID DOIs

- None

[editorialbot]

Repository Analysis Report

Code breakdown

github.com/AlDanial/cloc v 1.98  T=0.24 s (473.9 files/s, 373509.8 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
CSV                             20              8              0          54432
XML                              2              0              0          19085
Python                          56           2439           2377           9319
Markdown                        21            131              0            683
YAML                             8             50             16            268
TeX                              1             10              0            107
Text                             3              3              0             68
TOML                             2              6              0             51
-------------------------------------------------------------------------------
SUM:                           113           2647           2393          84013
-------------------------------------------------------------------------------

Commit Count by Author

192	eve-mac
   100	Charbie
    20	EveCharbie
     4	Eve Charbonneau

Repository History

Repository age: First commit on June 28, 2024

Code distribution (top 3 48-hour windows):

Period	Insertions	% of Total	Signal	View Changes
Sep 24, 2025 - Sep 26, 2025	118526	42.9%	🟡	View diff
Sep 01, 2025 - Sep 03, 2025	44697	16.2%	🟢	View diff
Sep 15, 2025 - Sep 17, 2025	38242	13.9%	🟢	View diff

GitHub Activity Metrics

Metric	Count
GitHub stars	0
Forks	0
GitHub contributors	1
Releases	9
Total issues	0
Total pull requests	37
Unique commenters/reviewers (excluding authors)	2

[editorialbot]

Paper file info:

📄 Wordcount for paper.md is 1394

✅ The paper includes a Statement of need section

✅ The paper includes a State of the field section

✅ The paper includes a Software design section

✅ The paper includes a Research impact statement section

✅ The paper includes an AI usage disclosure section

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[editorialbot]

License info:

✅ License found: MIT License (Valid open source OSI approved license)

[crvernon]

NOTE: This is a resubmission. See: #9432

[crvernon]

Note: I am letting this one pass through to pre-review as a single author submission due to the external feedback received and incorporated in a pull request as well as the consistency in it's development history. This submission also shows research impact due to the publication cited in the article which uses this software.

[crvernon]

@editorialbot invite @RichardLitt as editor

👋 @RichardLitt are you able to take this one on as editor?

[editorialbot]

Invitation to edit this submission sent!