utiwisdom/maji-ndogo-crop-yield-analysis

Analysis of factors affecting crop yields in Maji Ndogo using regression techniques. This project explores the relationship between environmental, soil, and farm management features and standardized crop yield, evaluates linear regression models, and performs residual analysis to assess predictive performance. # Maji Ndogo Crop Yield Analysis This repository contains a project on crop yield analysis for Maji Ndogo farm data. It includes Python scripts for data ingestion, processing, validation, and a Jupyter Notebook for linear regression analysis. ## Files - `data_ingestion.py` – script for loading and cleaning data - `field_data_processor.py` – processes field survey data - `validate_data.py` – validates data quality - `Linear_regression_Code_challenge_student.ipynb` – notebook for regression analysis - `Maji_Ndogo_farm_survey_small.db` – sample database ## Author Wisdom Oghenevwede Uti