Conversational Analysis Modules

These are the main offerings of ConvoKit: standalone modules implementing various functions for analyzing conversational behavior. Each module is a Transformer subclass.

Transformers come under three categories: preprocessing, feature extraction, and analysis.

• Preprocessing
  • TextParser
  • TextToArcs
  • TextCleaner
  • TextProcessor (base class)
• Feature extraction
  • Bag-of-words
  • Column-normalized tf-idf
  • Hyperconvo
  • PhrasingMotifs
  • PolitenessStrategies
  • PromptTypes
  • ExpectedContextModel
• Analysis
  • Classifier
  • VectorClassifier
  • Coordination
  • FightingWords
  • Forecaster
  • ThreadEmbedder
  • CommunityEmbedder
  • Pairer
  • PairedPrediction
  • Ranker
  • SpeakerConvoDiversity
• Transformer (base class)