Insurance Fraud Analytics (RStudio/R) Exploratory analysis of 1,000 Irish motor insurance claims using tidyverse, ggplot2, and recipes preprocessing pipeline to identify behavioural and demographic fraud patterns. 10% fraud prevalence with class imbalance addressed for downstream modelling.