dython: A Set of Analysis and Visualization Tools for Data and Variables in Python
dython: A Set of Analysis and Visualization Tools for Data and Variables in Python - Published in JOSS (2025)
Science Score: 89.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 3 DOI reference(s) in README and JOSS metadata -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
1 of 19 committers (5.3%) from academic institutions -
○Institutional organization owner
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✓JOSS paper metadata
Published in Journal of Open Source Software
Keywords
Repository
A set of data tools in Python
Basic Info
- Host: GitHub
- Owner: shakedzy
- License: mit
- Language: Python
- Default Branch: master
- Homepage: http://shakedzy.xyz/dython/
- Size: 4.49 MB
Statistics
- Stars: 508
- Watchers: 13
- Forks: 102
- Open Issues: 0
- Releases: 42
Topics
Metadata Files
README.md
Dython
A set of Data analysis tools in pYTHON 3.x.
Dython was designed with analysis usage in mind - meaning ease-of-use, functionality and readability are the core values of this library.
Installation
Dython can be installed directly using pip:
pip install dython
or, via the conda package manager:
conda install -c conda-forge dython
Documentation
Modules documentation can be found on shakedzy.xyz/dython. You can also learn more and see examples of the main methods of this library on these blogposts.
Contributing
Contributions are always welcomed - if you found something you can fix, or have an idea for a new feature, feel free to write it and open a pull request. Please make sure to go over the contributions guidelines.
Citing
Use this reference to cite if you use Dython in a paper:
bibtex
@software{Zychlinski_dython_2018,
author = {Zychlinski, Shaked},
title = {{dython}},
year = {2018},
url = {https://github.com/shakedzy/dython},
doi = {10.5281/zenodo.12698421}
}
Owner
- Name: Shaked Zychlinski
- Login: shakedzy
- Kind: user
- Location: Tel Aviv, Israel
- Company: @LightricksResearch
- Website: shakedzy.xyz
- Twitter: shakedzy
- Repositories: 3
- Profile: https://github.com/shakedzy
JOSS Publication
dython: A Set of Analysis and Visualization Tools for Data and Variables in Python
Authors
Independent Researcher, Israel
Editor
Richard Littauer
Tags
exploratory data analysis EDA correlation categorical data visualizationPapers & Mentions
Total mentions: 1
Species delimitation, environmental cline and phylogeny for a new Neotropical genus of Cryptinae (Ichneumonidae)
- DOI: 10.1371/journal.pone.0237233
- OpenAlex ID: https://openalex.org/W3092455354
- Published: October 2020
GitHub Events
Total
- Create event: 4
- Release event: 2
- Issues event: 7
- Watch event: 11
- Issue comment event: 5
- Push event: 22
- Pull request event: 5
- Fork event: 1
Last Year
- Create event: 4
- Release event: 2
- Issues event: 6
- Watch event: 8
- Issue comment event: 4
- Push event: 22
- Pull request event: 5
Committers
Last synced: 4 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Shaked Zychlinski | s****y@g****m | 427 |
| Shaked Zychlinski | s****z@t****m | 31 |
| Nuclear03020704 | l****n@g****m | 23 |
| Shaked Zychlinski | s****i@l****m | 18 |
| mahieyin-rahmun | m****n@g****m | 11 |
| Ben Auffarth | b****h@w****k | 10 |
| Shaked Zychlinski | s****i@d****m | 10 |
| Sarthak Pati | s****i@p****u | 6 |
| Minh-Duc, LUU | v****u@g****m | 4 |
| enrir | e****o@c****g | 3 |
| Ahmed | a****d@s****g | 2 |
| enrir | 3****r | 2 |
| whitesource-bolt-for-github[bot] | w****] | 2 |
| Bauke | b****r@g****m | 1 |
| shakedzy | s****d@g****m | 1 |
| Matjaz Bercic | me@m****g | 1 |
| benman1 | a****h@g****m | 1 |
| govindjsk | 3****k | 1 |
| swayam patil | s****3@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 2 months ago
All Time
- Total issues: 75
- Total pull requests: 52
- Average time to close issues: 2 months
- Average time to close pull requests: 10 days
- Total issue authors: 52
- Total pull request authors: 14
- Average comments per issue: 2.31
- Average comments per pull request: 1.12
- Merged pull requests: 45
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 3
- Pull requests: 5
- Average time to close issues: 1 day
- Average time to close pull requests: 7 minutes
- Issue authors: 2
- Pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- shakedzy (13)
- KonradHoeffner (3)
- uy4567 (2)
- lucazav (2)
- jayceslesar (2)
- RNarayan73 (2)
- lyrasheu1210 (2)
- tamasbarat (2)
- Jassy87 (2)
- Nevermetyou65 (2)
- Baukebrenninkmeijer (2)
- AndhikaWB (1)
- mainguyenanhvu (1)
- antonae (1)
- skuam (1)
Pull Request Authors
- shakedzy (31)
- sarthakpati (5)
- mainguyenanhvu (2)
- mahieyin-rahmun (2)
- lahdjirayhan (2)
- Swish78 (2)
- victor-luu191 (1)
- jayceslesar (1)
- sksvineeth (1)
- govindjsk (1)
- matbb (1)
- enrir (1)
- aviacoder (1)
- kurt-hectic (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 9
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Total downloads:
- pypi 68,403 last-month
- Total docker downloads: 13
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Total dependent packages: 9
(may contain duplicates) -
Total dependent repositories: 47
(may contain duplicates) - Total versions: 67
- Total maintainers: 2
pypi.org: dython
A set of data tools in Python
- Homepage: http://shakedzy.xyz/dython
- Documentation: https://dython.readthedocs.io/
- License: MIT
-
Latest release: 0.7.12
published 2 months ago
Rankings
Maintainers (1)
alpine-v3.18: py3-dython
A set of data tools in Python
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.3.1-r1
published almost 3 years ago
Rankings
Maintainers (1)
alpine-v3.18: py3-dython-pyc
Precompiled Python bytecode for py3-dython
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.3.1-r1
published almost 3 years ago
Rankings
Maintainers (1)
alpine-edge: py3-dython
A set of data tools in Python
- Homepage: https://github.com/shakedzy/dython
- License: MIT
- Status: removed
-
Latest release: 0.7.5-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-edge: py3-dython-pyc
Precompiled Python bytecode for py3-dython
- Homepage: https://github.com/shakedzy/dython
- License: MIT
- Status: removed
-
Latest release: 0.7.5-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-v3.19: py3-dython
A set of data tools in Python
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.4-r0
published over 2 years ago
Rankings
alpine-v3.20: py3-dython-pyc
Precompiled Python bytecode for py3-dython
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.5-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-v3.20: py3-dython
A set of data tools in Python
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.5-r1
published almost 2 years ago
Rankings
Maintainers (1)
alpine-v3.19: py3-dython-pyc
Precompiled Python bytecode for py3-dython
- Homepage: https://github.com/shakedzy/dython
- License: MIT
-
Latest release: 0.7.4-r0
published over 2 years ago
Rankings
Maintainers (1)
Dependencies
- hypothesis >=6.24.0
- pytest >=6.2.2
- matplotlib >=3.4.3
- numpy >=1.19.5
- pandas >=1.3.2
- scikit-learn >=0.24.2
- scikit-plot >=0.3.7
- scipy >=1.7.1
- seaborn >=0.11.0
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/checkout v2 composite
- actions/setup-python v3 composite
- actions/setup-python v1 composite