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Evaluation of the Nutritional Efficiency of Cereals
In this brief analysis, I evaluate the nutritional efficiency of cereals based on the macronutrients present in the *80 Cereals* sample, available on the Kaggle platform. Exploratory data analyses were conducted, along with t-tests to assess statistically significant differences between the means of the three main macronutrients.
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Week 3 data outlier
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13. Uncertainty
Carbon, What is it Good for? Absolutely Everything!
Carbon is the quiet architect of life, the unseen thread that weaves together air, soil, ocean, and organism.
Adverse Events Automated tagging with LLM
We used the mistral-large-latest large language model to automatically map AELLT (Lowest Level Term) entries to their corresponding MedDRA System Organ Class (SOC) using adverse event data from the PhUSE CS Working Group 5 CDISC pilot submission.
Code Along 4
Interactive malaria prevalence maps — Senegal 2017
This interactive visualisation presents high-resolution (1 km) malaria prevalence estimates for children under five in Senegal, based on data from the 2017 Senegal Demographic and Health Survey (DHS). Predictions were generated using a Bayesian geostatistical model (INLA–SPDE framework), which integrated covariates on malaria vulnerability and hazard (environmental suitability for mosquitoes). Reference: Maps are based on work published in "Morlighem, C., Nnanatu, C.C., Aheto, J.M.K., & Linard, C. (2025). Integrating vulnerability and hazard in malaria risk mapping: the elimination context of Senegal. BMC Infectious Diseases, 25(1), 1031. https://doi.org/10.1186/s12879‑025‑11412‑5"