Positive.ly, a three platform means of dynamically tracking mood/emotion and encouraging positive thought via cognitive behavioral therapy techniques clinically proven to combat symptoms of depression (CBT). Our companion android app created via Java and XML collects user typed text and via JSON and send them privately to our multithread Flask server where the data is concurrently stored in a Mongo database and ran through a sentiment analysis machine learning model trained on IMDB review data. The emotion data is then dynamically graphed on the website created from scratch using HTML, JS, and CSS which the user access daily to do (CBT) techniques like a gratitude journal and positive word showcase. See the Devpost at https://dvp.st/2QRyDZg.