NnaemekaGlory01/Shea-butter-value-chain-of-Ghana-s-Northern-Region

A comprehensive analysis of the shea butter value chain in Northern Ghana. Includes data cleaning scripts, exploratory analysis, and insights aimed at supporting development programs, agricultural value-chain research, and stakeholder decision-making. # Shea Butter Value Chain - Northern Ghana This repository contains Python Jupyter Notebook(s) analyzing the shea butter value chain in Ghana’s Northern Region. The analysis focuses on data cleaning, exploratory data analysis, and visualization to provide insights into production, processing, and market dynamics. ## Repository Structure - `Python/` – Jupyter Notebook and Python scripts for analysis - `Data/` – Sample datasets used for the analysis (optional) ## Tools Used - Python 3.x - pandas, numpy, matplotlib, seaborn - Jupyter Notebook ## How to Run 1. Clone the repository: ```bash git clone github.com pip install -r requirements.txt 5. Scroll down to **Commit changes**: - Commit message: - Extended description (optional): 6. Click **Commit changes** ✅