kenic70-cloud/Nakuru-Sanitation-Analysis

Geospatial analysis of sanitation infrastructure and coverage in Nakuru County, Kenya. # Nakuru-Sanitation-Analysis # 🗺️ Geospatial Analysis of Sanitation Infrastructure in Nakuru County, Kenya ## Project Overview This project focuses on analyzing the distribution, type, and usage of sanitation systems across various Sub-Counties and Wards in Nakuru County, Kenya, utilizing the **WWX_Nakuru-FinishiNK Sanitation Trackbase Vol1a.csv** dataset. The objective is to leverage geospatial data (`lat` and `long` coordinates) to visualize sanitation coverage and identify disparities in infrastructure development, such as the prevalence of Septic systems versus main Sewer or newer Bio-digesters. --- ### 🌍 **View the Live Interactive Map** **Click to View Map: Sanitation Systems in Nakuru** *(This is a standalone HTML file generated by the Folium library.)* ## Key Analysis Areas The analysis in the accompanying Jupyter Notebook will focus on: 1. **Spatial Distribution:** Using **Folium** to create an interactive map showing the location and density of various toilet types across Wards (e.g., VIDP, Sewer, Septic, Bio-digester). 2. **Client Segmentation:** Comparing the sanitation types (`Toilet_Typ`) across different client categories (`School`, `Household`, `Rental Property`). 3. **Service Adequacy:** Analyzing the ratio of **`No_Users`** to **`System_Doo`** to assess the potential capacity and strain on existing systems. ## Technologies Used * **Python:** Core programming language. * **Pandas & NumPy:** Data manipulation and cleaning. * **Folium / Geopandas:** Geospatial visualization and data processing. * **Jupyter Notebook:** For presenting the step-by-step analysis. * ### 💡 Featured Project: Nakuru Sanitation Analysis (Completed) This project is an end-to-end data analysis workflow, culminating in a technical report on infrastructure distribution and adequacy. * **Key Skills:** Python (Pandas, Folium), Geospatial Analysis, Data Cleaning. * **Result:** A fully interactive map and a **comprehensive technical report** detailing actionable insigh …