Analyzing unstructured data requires specialized tools and techniques. Natural Language Processing (NLP), machine learning, and artificial intelligence are commonly used to process and analyze this type of data. Tools like Python's NLTK, TensorFlow, and various AI-driven analytics platforms can help in extracting meaningful insights from unstructured data.