This paper compares two techniques for analyzing web forums with radical content: SentiWordNet and SentiStrength. SentiWordNet is a lexical resource that assigns positivity and negativity scores to words based on WordNet, while SentiStrength uses human-designed lexical and emotional terms along with rules for amplification, diminution, and negation. The study presents and discusses the results of applying these methods to selected forums.