A surprisingly effective lightweight sentiment analysis approach for product reviews in Python

This content describes a surprisingly effective lightweight lexicon-based approach for sentiment analysis of e-commerce product reviews in Python. The simple technique proved useful for early-stage positive/negative detection, prototyping, and bulk filtering before moving to more advanced transformer-based models.