Plastic pollution in nature, including oceans and soils, is a major environmental concern. Microplastics (MPs) in soil alter soil characteristics and can be absorbed by plants, entering the human food chain. Understanding the impact of MPs on soil qualities is crucial for company sustainability and achieving ESG goals. Scientists used machine learning algorithms to predict the influence of MPs on soil properties, finding that factors like type, size, shape, and dosage significantly affect soil properties.