HR analytics capstone using R and Quarto: applies EDA, visualisation, ANOVA, chi-squared, correlation, and linear regression to 97 staff records to answer whether 2025 training spend measurably improved appraisal scores at a Lagos fintech (pseudonymised). LBS EMBA 31 Data Analytics 1, May 2026.