Pump and Dump vs Sentiment Analysis

A pump and dump is a market manipulation scheme where coordinated buyers artificially inflate a token's price through hype, then sell their holdings at peak prices to exit at the expense of latecomers.

Sentiment analysis is the systematic measurement of the overall emotional tone — positive, negative, or neutral — expressed across news, social media, and market data to gauge collective investor mood.