Scraping Intelligence’s web scraping services and APIs will provide you with the relevant data for sentiment analysis. Our scrapers can search the web and collect specific data from reviews, social media messages, posts, tweets, consumer discussion forums, opinion articles, the latest news, etc. With sentiment analysis tools trained on machine learning models, you can find whether your brand’s current public sentiment is positive, negative, or neutral.