The field of text mining and analysis includes a wide variety of methods and tools, ranging from identifying the frequency of terms in texts to visualizations that can help you understand your data better. This guide provides lists of tools, resources, and example projects for the following methods:

• Term Frequency
• Collocation
• Topic Modeling
• Sentiment Analysis
• Text Classification
• Text Encoding
• Visualization