joeljenkinsekisa/agricultural-intelligence-kenya
Creator:
joe
Host:
# Agricultural Intelligence Kenya
A data-driven website presentation on **Forecasting, Climate Risk & Food Security Analytics for Kenya**, built with modern web technologies.
## Live Website
**View Live Site**
## Overview
This project presents comprehensive agricultural analytics for Kenya, covering:
- **Executive Summary** — Key metrics on food insecurity, yield decline, and risk counties
- **Project Methodology** — Six-step analytical pipeline from data collection to dashboards
- **Agricultural Overview** — National production metrics and crop yield comparisons
- **Climate Forecasting** — Rainfall variability, flood risk, and 3-year outlook
- **Risk & Food Security** — County-level vulnerability matrix
- **Crop Intelligence** — Performance analysis across major commodities
- **Statistical Findings** — Correlation analysis, ANOVA testing, and XGBoost ML model (R² = 0.9938)
- **Strategic Recommendations** — Five actionable priorities for food security
## Tech Stack
| Tool | Purpose |
|------|---------|
| HTML/CSS/JavaScript | Website presentation |
| Python | Data extraction from PowerPoint |
| XGBoost ML | Predictive modeling (R² = 0.9938) |
| Power BI | Interactive dashboards |
## Key Findings
| Metric | Value |
|--------|-------|
| Food Insecure Population | 18.6M |
| National Food Deficit | 835M MT |
| High-Risk Counties | 14 |
| Avg Yield Decline (YoY) | -2.7% |
| Best Model (XGBoost) R² | 0.9938 |
## Project Structure
```
agricultural-intelligence-kenya/
├── index.html # Main website presentation
├── crop.png # Crop analytics visual
├── excecutive.png # Executive dashboard visual
├── forecasting.png # Forecasting visual
├── risk.png # Risk assessment visual
├── .gitignore
└── README.md
```
## Getting Started
1. Clone the repository:
```bash
git clone github.com
```
2. Open `index.html` in your browser
## Author
**Jenkins Ekisa Joel**
Data an …