Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.0%) to scientific vocabulary
Repository
A collection of statistical functions writtten in python
Basic Info
- Host: GitHub
- Owner: eribean
- License: mit
- Language: Python
- Default Branch: main
- Size: 93.8 KB
Statistics
- Stars: 12
- Watchers: 1
- Forks: 3
- Open Issues: 2
- Releases: 7
Metadata Files
README.md
RyStats
A collection of statistical functions written in python. Many of these functions can be accessed without downloading any software at GoFactr
Factor Analysis
Several factor analysis routines are implemented including:
- Principal Components Analysis
- Principal Axis Factoring
- Maximum Likelihood
- Minimum Rank
- Minimum Residual
Rotation
- Orthogonal / Oblique
- Procrustes
Dimensionality Assessment
- Parallel Analysis
- MAP (Minimum Average Partial)
Correlations
- Polychoric Correlations
- Polyserial Correlations
- Biserial Correlations
Inferential Analysis
- Linear Regression
- Logistic Regression
- One/Two-way Anova
- T-Tests
- Mediation
Survey Utilities
- Reverse Scoring
- Cronbach's Alpha
- McDonald's Omega
Plotting Tools
Plotting Tools require Bokeh and are made to be used within a Jupyter Notebook
Plot Functions
- correlation_image: creates a heatmap of a correlation matrix
- loading_image: creates a heatmap of a loadings matrix
- scree_plot: plots the eigenvalues for dimensionality assessment
- loading_table: creates a table that displays the loadings matrix
Dependencies
- Numpy
- Scipy
- Bokeh (for plotting)
Installation
Via pip
csh
pip install RyStats --upgrade
From Source
csh
pip install . -t $PYTHONPATH --upgrade
Unittests
Pytest with coverage
csh
pytest --cov=RyStats --cov-report term
Contact
Ryan Sanchez
ryan.sanchez@gofactr.com
License
MIT License
Copyright (c) 2021 Ryan C. Sanchez
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "Sanchez" given-names: "Ryan" orcid: "https://orcid.org/0000-0003-0931-5335" title: "RyStats: Statistical Analysis" version: 0.5.0 date-released: 2021-10-29 url: "https://github.com/eribean/RyStats"
GitHub Events
Total
- Fork event: 2
Last Year
- Fork event: 2
Committers
Last synced: about 3 years ago
All Time
- Total Commits: 27
- Total Committers: 2
- Avg Commits per committer: 13.5
- Development Distribution Score (DDS): 0.111
Top Committers
| Name | Commits | |
|---|---|---|
| Eribean | e****1@g****m | 24 |
| Ryan C. Sanchez | r****z@g****m | 3 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 8 months ago
All Time
- Total issues: 7
- Total pull requests: 15
- Average time to close issues: 6 days
- Average time to close pull requests: 8 minutes
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.86
- Average comments per pull request: 0.53
- Merged pull requests: 15
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- eribean (7)
Pull Request Authors
- eribean (15)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- pypi 71 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 7
- Total maintainers: 1
pypi.org: rystats
Psychology Related Statistics in Python!
- Homepage: https://github.com/eribean/RyStats
- Documentation: https://rystats.readthedocs.io/
- License: MIT
-
Latest release: 0.5.0
published over 4 years ago
Rankings
Maintainers (1)
Dependencies
- bokeh >=2.2.0
- ipython >=7.18.0
- numpy >=1.20.1
- scipy >=1.7.1
- bokeh *
- ipython *
- numpy *
- scipy *