2026 Arlington Picks

Recodages et tableau cprop(eco_thrat, educ)

Sankey chart showing 39 diet-disease pairs (12 dietary risk factors and 16 disease outcomes) according to the 2024 Australian Burden of Disease study. Australian risk factors are based on the 15 GBD 2019 dietary risk factors (Afshin et al. 2019) but modified in four ways: 1. Diet low in fibre excluded (mediated entirely through whole grains) 2. Diet low in calcium excluded (mediated entirely through milk) 3. Diet high in trans fat excluded (consumption was considered low in Australia) 4. Diet low in omega-3 seafood fatty acids replaced with diet low in fish and seafood (decision was made to convert nutrient into whole food) Raw data from: https://www.aihw.gov.au/reports/burden-of-disease/australian-burden-of-disease-study-2024/data

Prakticum Week-4

openFDA Pharmacovigilance Explorer pitch

This report performs an exploratory data analysis (EDA) to investigate the relationships between multiple numerical and categorical variables within the dataset. The analysis employs several visualization techniques, including grouped boxplots, category-based histograms, and pairplot visualizations to examine pairwise relationships among variables. Through these graphical approaches, the analysis aims to reveal distribution patterns, variability across groups, and potential correlations that may inform further statistical modeling.