<ul data-eligibleForWebStory="false">Word clouds are a visual representation of text data showing the frequency of words.They are helpful in uncovering patterns in NLP projects by highlighting common discussion points.Word clouds are visual aids and do not replace deeper NLP tasks like sentiment analysis or topic modeling.The article provides a guide on building word clouds in Python using the wordcloud library and highlights the importance of filtering out stop words.