Shiny Applications Suite
A comprehensive collection of 8 interactive R Shiny applications for data analysis, visualization,
and decision-making.
This suite demonstrates the power of R Shiny for building full-stack data science applications. It includes
tools for business analytics, statistical simulation, financial forecasting, geospatial analysis, and
quality control. All apps feature a consistent, modern UI using bslib and are deployed for real-time
interaction.
All 8 Applications
- 1. Business Analytics Dashboard: Track sales, KPIs, and customer churn with interactive
visualizations.
- 2. Data Explorer: Upload and explore datasets with dynamic visualizations and filtering
capabilities.
- 3. Statistical Lab: Interactive tools for A/B testing, confidence intervals, regression
analysis, and distribution visualization.
- 4. Model Deployment Hub: Deploy and test machine learning models (Random Forest, Linear
Regression) with interactive predictions.
- 5. Financial Analysis Suite: Portfolio optimization, ARIMA/ETS forecasting, and Value
at Risk (VaR) analysis.
- 6. Geospatial Explorer: Interactive maps of Kenya with clustering, heatmaps, and
choropleth visualizations.
- 7. Quality Control Monitor: Real-time SPC charts, process capability analysis (Cp,
Cpk), and manufacturing quality monitoring.
- 8. Survey Analyzer: Analyze survey data with Net Promoter Score (NPS), satisfaction
metrics, and downloadable reports.
