The psycho Package
The psycho Package: an Efficient and Publishing-Oriented Workflow for Psychological Science - Published in JOSS (2018)
Science Score: 93.0%
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
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README and JOSS metadata -
✓Academic publication links
Links to: joss.theoj.org -
○Committers with academic emails
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○Institutional organization owner
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✓JOSS paper metadata
Published in Journal of Open Source Software
Keywords
Keywords from Contributors
Scientific Fields
Repository
An R package for experimental psychologists
Basic Info
- Host: GitHub
- Owner: neuropsychology
- License: other
- Language: R
- Default Branch: master
- Homepage: https://neuropsychology.github.io/psycho.R/
- Size: 7.36 MB
Statistics
- Stars: 150
- Watchers: 8
- Forks: 31
- Open Issues: 14
- Releases: 12
Topics
Metadata Files
README.md
Efficient and Publishing-Oriented Workflow for Psychological Science
psycho
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:warning: NOTE: This package is being deprecated in favour of the report package. Please check it out and ask for any missing features.
Goal
The main goal of the psycho package is to provide tools for psychologists, neuropsychologists and neuroscientists, to facilitate and speed up the time spent on data analysis. It aims at supporting best practices by providing tools to format the output of statistical methods to directly paste them into a manuscript, ensuring standardization of statistical reporting.
Contribute
psycho is a young package in need of affection. You can easily hop aboard the development of this open-source software and improve psychological science:
- Need some help? Found a bug? Request a new feature? Just open an issue :relaxed:
- Want to add a feature? Correct a bug? You're more than welcome to contribute!
Don't be shy, try to code and submit a pull request (PR). Even if unperfect, we will help you to make a great PR! All contributors will be very graciously rewarded. Someday.
Examples
Check examples in the following vignettes: - Overview of the psycho package - Bayesian Analysis in Psychology
Or blog posts:
- The end of errors in ANOVA reporting
- Variable vs. Participant-wise Standardization
- Formatted Correlation with Effect Size
- Extracting a Reference Grid of your Data for Machine Learning Models Visualization
- Copy/paste t-tests Directly to Manuscripts
- Easy APA Formatted Bayesian Correlation
- Fancy Plot (with Posterior Samples) for Bayesian Regressions
- How Many Factors to Retain in Factor Analysis
- Beautiful and Powerful Correlation Tables
- Format and Interpret Linear Mixed Models
- How to do Repeated Measures ANOVAs
- Standardize (Z-score) a dataframe
- Compute Signal Detection Theory Indices
- Installing R, R Studio and psycho
General Workflow
The package revolves around the psychobject. Main functions from the package return this type, and the analyze() function transforms other R objects into psychobjects. Four functions can then be applied on a psychobject: summary(), print(), plot() and values().
Installation
- To get the stable version from CRAN, run the following commands in your R console:
R
install.packages("psycho")
library("psycho")
- To get the latest development version, run the following:
R install.packages("devtools") library("devtools") install_github("neuropsychology/psycho.R") library("psycho")
Credits
You can cite the package as following: - Makowski, (2018). The psycho Package: an Efficient and Publishing-Oriented Workflow for Psychological Science. Journal of Open Source Software, 3(22), 470. https://doi.org/10.21105/joss.00470
Contributors
Owner
- Name: École de Neuropsychologie
- Login: neuropsychology
- Kind: organization
- Email: dom.makowski@gmail.com
- Location: Paris, France
- Repositories: 9
- Profile: https://github.com/neuropsychology
An open community of people interested in improving Neuropsychology. Contact us if you're interested to join!
JOSS Publication
The psycho Package: an Efficient and Publishing-Oriented Workflow for Psychological Science
Authors
Memory and Cognition Lab', Institute of Psychology, University of Sorbonne Paris Cité, France, INSERM U894, Center for Psychiatry and Neuroscience, Paris, France
Editor
Thomas J. Leeper
Tags
Psychology Interpratation Formatting Correlation AssessementGitHub Events
Total
- Watch event: 4
- Pull request event: 1
Last Year
- Watch event: 4
- Pull request event: 1
Committers
Last synced: 5 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| DominiqueMakowski | d****9@g****m | 328 |
| Viliam Simko | v****o@g****m | 19 |
| NAJBERG Hugo | h****g@u****h | 5 |
| Tobias Benz | t****z@u****e | 2 |
| bigpas | p****e@g****m | 1 |
| Anna Kautto | a****o@g****m | 1 |
Issues and Pull Requests
Last synced: 4 months ago
All Time
- Total issues: 54
- Total pull requests: 47
- Average time to close issues: 7 months
- Average time to close pull requests: 14 days
- Total issue authors: 33
- Total pull request authors: 6
- Average comments per issue: 2.3
- Average comments per pull request: 0.94
- Merged pull requests: 44
- 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
- DominiqueMakowski (18)
- HugoNjb (4)
- sbalci (2)
- strengejacke (1)
- mi302 (1)
- jgabry (1)
- vsoch (1)
- MarkJThomas (1)
- clarmar301 (1)
- duncanwil (1)
- dphipps190 (1)
- ricardoV94 (1)
- zrahmani (1)
- DowntownCat (1)
- LizHareDogs (1)
Pull Request Authors
- DominiqueMakowski (36)
- HugoNjb (5)
- bigpas (2)
- gungorMetehan (2)
- TobiasBenz (2)
- annakau (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 1,215 last-month
- Total dependent packages: 5
- Total dependent repositories: 2
- Total versions: 17
- Total maintainers: 1
cran.r-project.org: psycho
Efficient and Publishing-Oriented Workflow for Psychological Science
- Homepage: https://github.com/neuropsychology/psycho.R
- Documentation: http://cran.r-project.org/web/packages/psycho/psycho.pdf
- License: MIT + file LICENSE
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Latest release: 0.6.1
published almost 5 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.5.0 depends
- bayestestR * imports
- dplyr * imports
- effectsize * imports
- ggplot2 * imports
- insight * imports
- parameters * imports
- scales * imports
- stats * imports
- stringr * imports
- utils * imports
- GPArotation * suggests
- covr * suggests
- knitr * suggests
- rmarkdown * suggests
- testthat * suggests