evans25575/kenya-mh-dashboard

# 🧠 Kenya Mental Health Monitoring & Evaluation (M&E) Dashboard ## 📊 Dashboard Preview > A real-world-style digital health data system tracking mental health service delivery across 41 Kenyan counties — built to simulate the workflows used by health NGOs and county health departments. --- ## 📌 Overview This project simulates a complete **Monitoring & Evaluation (M&E) system** for mental health programs in Kenya, modelled on the reporting structures used by organisations like the **Ministry of Health Kenya**, **WHO**, and **DHIS2-enabled NGOs**. It covers the full data pipeline — from raw global health indicators to a structured, operational dataset — and delivers an **interactive Streamlit dashboard** for program managers, health analysts, and decision-makers. --- ## 🎯 Objectives - Transform raw health datasets into an **analysis-ready M&E system** - Simulate **DHIS2-style monthly reporting workflows** - Track **treatment gaps and service delivery performance** at county and facility level - Build dashboards for **data-driven decision support** --- ## 🗂️ Dataset Description The final dataset (`kenya_health_m_e_dataset.csv`) is structured at three levels: | Level | Detail | |-------|--------| | Geographic | 41 Kenyan counties | | Operational | 205 health facilities | | Temporal | 24 monthly reporting periods (Jan 2022 – Dec 2023) | **Total records: 4,920 rows** ### Key Variables | Column | Type | Description | |--------|------|-------------| | `county` | string | Kenyan county name | | `facility_name` | string | Health facility identifier | | `reporting_month` | date | Monthly reporting period (YYYY-MM-DD) | | `mental_health_prevalence` | float | Estimated MH prevalence rate (8–22%) | | `mental_health_burden_daly` | float | Disease burden proxy (DALYs per 100k) | | `patients_screened` | int | Number of patients screened that month | | `patients_treated` | int | Number of patients who received treatment | | `treatment_gap` | float | Proportion of scree …