This study aims to identify the most popular topics and words in conversations in cyberspace with the issue of E-Money. In addition. the research aims to find out how netizens feel about E-Money with the help of Machine Learning. This study uses a quantitative method with a sentiment analysis approach using the Machine Learning program. https://www.mamapaisa.com/product-category/crayon-eye-color/