Logo Lanfrica
  • Accueil
  • Atlas
  • Analyses
  • Documentation
  • Sign in

© 2026 Lanfrica. Tous droits réservés. Tous les droits d'auteur des ressources affichées sur le site Web Lanfrica appartiennent aux détenteurs de droits d'auteur d'origine, sauf indication contraire explicite.

nneoma-lydia/WASH-NDHS-Nigeria-2024

Domaine:

healthcaresocioeconomic

Type de record:

paper
Créateur:
nne
Hôte:
Explainable ML for predicting household WASH access using 2024 NDHS Nigeria data # Predicting Household WASH Access in Nigeria 2024 This repository contains the analysis code for: **"Predicting household WASH access in Nigeria with explainable machine learning: Implications for NTD control"** Submitted to PLOS Neglected Tropical Diseases ## Data The 2024 Nigeria Demographic and Health Survey household dataset is available through the DHS Program: dhsprogram.com *Note: Due to DHS data use terms, raw data is not included here.* ## Methods We compared 4 supervised ML models: Logistic Regression, Decision Tree, Random Forest, XGBoost. Model explainability used SHAP and Feature Importance. ## How to Run 1. Install requirements: `pip install -r requirements.txt` 2. Open `NGHR8BDT_091301.ipynb` in Jupyter Notebook or JupyterLab 3. Python 3.10+ | Random seed: 42 ## Author Nneoma L. Dorbor, Department of Biology / Zoology, Federal University Lokoja

Visit

github.com

Languages

GbiiLokoya

Similaires

olajidehammed/NDHS-2024-Overweight-Obesity-Analysisobiaemmanuel/Nigeria-NDHS-Health-Analytics-Rtolulawson/ndhs-explorerEkemonday/Nigeria-Demographic-Health-Survey-NDHS-National-Indicators-DashboardDiabetes Screening, Diagnosis, and Treatment Among Adults in Nigeria: A National Analysis of the 2023–2024 Nigerian Demographic and Health Survey (NDHS)0AC-II/ndhs-hypertension

olajidehammed/NDHS-2024-Overweight-Obesity-Analysis

Secondary analysis of the 2024 Nigeria Demographic and Health Survey (NDHS) investigating factors as

obiaemmanuel/Nigeria-NDHS-Health-Analytics-R

End-to-end R project analyzing Nigerian maternal and child health indicators using NDHS-style data.

tolulawson/ndhs-explorer

nteractive data explorer for the Nigeria Demographic and Health Survey (NDHS) 2024, featuring visual

Ekemonday/Nigeria-Demographic-Health-Survey-NDHS-National-Indicators-Dashboard

# Nigeria-Demographic-Health-Survey-NDHS-National-Indicators-Dashboard The Nigeria Demographic and

Diabetes Screening, Diagnosis, and Treatment Among Adults in Nigeria: A National Analysis of the 2023–2024 Nigerian Demographic and Health Survey (NDHS)

Abstract Background: Diabetes is a growing noncommunicable disease (NCD) burden i

0AC-II/ndhs-hypertension

Machine learning model predicting hypertension risk among Nigerian adults using Nigeria DHS 2024 dat