Cookbook

• Getting Started
  • Introduction
  • Case Study
  • Necessary Data Structures
• Frequency-Based Shifts
  • Proportion Shifts
  • Shannon Entropy Shifts
  • Tsallis Entropy Shifts
  • Kullback-Leibler Divergence Shifts
  • Jensen-Shannon Divergence Shifts
• Weighted Average Shifts
  • Reference Scores and Basic Word Shifts
  • Multiple Word Scores and Generalized Word Shifts
  • Working with Weighted Average Shifts
    • Providing Weights
    • Calculating Weighted Averages
    • Setting Reference Scores
    • Accessing Word Contribution Components
    • Accessing Cumulative Contributions
  • Frequency-Based Shifts as Weighted Averages
• Sentiment Analysis
  • Word Shifts from Dictionary Scores
  • Lexicons in Shifterator
    • labMT
    • NRC
    • SocialSent