A full HR Analytics project using R to explore, model, and predict employee attrition. Includes exploratory analysis, correlation mapping, and a Random Forest model for identifying the main factors influencing employee retention.

Interactive map of PADEP WQI Level III data. Version 20260101

This project utilises R, ggplot2, and the tidyverse to visualise vaccination percentages across European Union member states. The visualisation merges spatial data from the maps package with a custom dataset (EUvaccine.csv). Key Technical Features: Data Cleaning: Filtering missing values and joining spatial data using left_join. Geospatial Mapping: Using geom_polygon to render country borders and fill colours based on vaccination density. Image Composition: Utilising the cowplot library (ggdraw and draw_image) to overlay a custom image onto the map visualisation.

Index of deprivation in The Republic of Ireland using R "1" = "#d73027", # Higher level Deprivation strong red "2" = "#fc8d59", "3" = "#fee08b", "4" = "#d9ef8b", "5" = "#91cf60", "6" = "#1a9850" # Affluent strong green

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