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chinenyemercy5228-ship-it / childhood-immunization-ml-nigeria

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Machine Learning-Based Prediction of Complete Childhood Immunization in Nigeria using the 2023–24 NDHS dataset. This project compares 11 ML models and uses a tuned Random Forest with SHAP analysis to identify key predictors of immunization coverage.

python data-science machine-learning random-forest public-health xgboost data-analysis nigeria immunization shap healthcare-analytics ndhs
  • Updated Aug 14, 2026
  • Jupyter Notebook

olajidehammed / ndhs-2024-overweight-obesity-nigeria

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Secondary analysis of the 2024 Nigeria Demographic and Health Survey (NDHS) investigating the prevalence and socioeconomic determinants of overweight and obesity among women of reproductive age using Python.

python statistics pandas survey-data public-health data-analysis logistic-regression epidemiology dhs nutrition google-colaboratory multinomial-logistic-regression health-research ndhs
  • Updated Jul 12, 2026
  • Jupyter Notebook

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