ems123/

Water-Potability-Classification-Project

Author: [Emilie Levenbach] Date: [12-11-2025] Project Goal: To classify water samples as either potable (safe to drink) or non-potable based on their chemical properties.

	1. Dataset Selection & Preparation (Part 1)




	
	Chosen Dataset: Water Potability (Source: Kaggle)




	

Criterion Status

Size 3,276 rows, 10 features

Type Mostly numerical

Target Variable Potability (Binary: 1=Potable, 0=Not… See the full description on the dataset page: https://huggingface.co/datasets/ems123/Water-Potability-Classification-Project.