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JARI (Just Another R Interface) is a comprehensive data science desktop suite engineered to guide researchers, students, and analysts through the entire data analysis lifecycle. By pairing a structured workflow with automated R code generation, JARI allows users to conduct rigorous statistical analysis without struggling with syntax—while keeping the full power of custom R scripting accessible for advanced users
Features
- Identify Stage: Define research scopes, frame SMART analytical questions, and map key project stakeholders.
- Collect Stage: Extract data from multiple sources using web scraping, image-to-data utilities, video data tools, database connections (MySQL), and dataset merging.
- Clean Stage: Perform data hygiene with tools for deduplication, missing value imputation, row filtering, and variable standardization.
- Analyze Stage: Run descriptive statistics, inferential testing (T-tests, ANOVA, non-parametric tests), correlation, regression modeling, and publication-ready charts.
- Interpret Stage: Compile analysis logs into reproducible R Markdown reports and slides ready for direct export or publishing via RPubs.
Project Samples
License
GNU General Public License version 3.0 (GPLv3)Follow JARI - Just Another R Interface
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