asaphray/KNBS-Energy-Analysis

This project analyzes energy-related datasets published by the Kenya National Bureau of Statistics (KNBS). I've focused on extracting, cleaning, and visualizing data to uncover insights on Kenya's energy production, consumption, and trends. # Kenya Energy Data Analysis (KNBS) This project analyzes energy-related datasets published by the Kenya National Bureau of Statistics (KNBS). It focuses on extracting, cleaning, and visualizing data to uncover insights on Kenya's energy production, consumption, and trends. ## 📁 Structure - `data/`: Raw KNBS Excel files - `notebooks/`: Jupyter Notebooks for exploratory analysis - `scripts/`: Reusable Python scripts for data loading and cleaning - `outputs/`: Cleaned datasets, visualizations, and reports ## ✅ Goals - Extract multiple energy tables from KNBS Excel files - Clean and standardize datasets for analysis - Perform exploratory data analysis (EDA) - Visualize Kenya's energy trends over time ## 🛠 Tools - Python (pandas, numpy, matplotlib, seaborn, openpyxl) - Jupyter Notebooks