I developed this Machine learning webapp which classifies sentiment from tweets into into positive, negative, and neutral categories.
Businesses use sentiment analysis of tweets to understand how consumers feel about their goods and services, get knowledge to inform business decisions, and spot possible PR crises and product problems early on.