Overview
The One4All portal was designed to streamline data validation and formatting tasks. Its primary function is to read a set of rules from a ‘CSV’ or ‘Excel’ file to validate a dataset.
The package functions and Validator Tool also aid in creating valid ‘Excel’ files with conditional formatting based on specified rules, making it easier to identify and manage inconsistencies in data. Overall, the One4All portal aims to enhance data validation and management processes for a more efficient and accurate workflow.
Additionally, the One4All package has a variety of functionality and has been integrated in the Data Visualization Tool and the Microplastic Image Explorer, both available for use in this repository (see below).
Installation
One4All is available from CRAN and GitHub.
Get the released version from CRAN:
install.packages("One4All")Or the development version from GitHub:
# install.packages("remotes")
remotes::install_github("Moore-Institute-4-Plastic-Pollution-Res/One4All")Tools
Users can run each of the tools using this function and replacing the app name:
run_app(app = "validator")
run_app(app = "data_visualization")
run_app(app = "microplastic_image_explorer")Data Validator
Data validation is essential before sharing data widely. The functionality of the Validator Tool is based on the One4All package
If using the web app: - Go to openanalysis.org/one4all. - The code for the app is in /inst/apps/validator.
Data Visualization
The Data Visualization Tool integrates shared data from the Validator Tool to visually represent it, allowing users to analyze data through maps, plots, and tables. The code for the app is in /inst/apps/data_visualization. - To get started with the tool, go to openanalysis.org/microplastic_analysis.
Microplastic Image Explorer
The Microplastic Image Explorer allows users to query microplastic images from our database by applying filters. Users can select more than one filter, ranging from citation, color, morphology, and/or polymer. The code for the app is in /inst/apps/microplastic_image_explorer. - To get started with the tool, go to openanalysis.org/microplastic_image_explorer.
Additional Instructions
Access the pkgdown and vignettes here: https://moore-institute-4-plastic-pollution-res.github.io/One4All/
Contributing
Contributions to One4All are welcome!
- Some ideas on How to Contribute.
- Please adhere to this project’s Code of Conduct.
- Open an issue or pull request here.