pandas-survey-toolkit documentation

A toolkit for analyzing survey data using pandas extensions.

Contents:

• Installation
• Examples
  • Extract Sentiment
  • Cluster Free Text Comments
  • Cluster a Likert survey (respondents and questions)
• Usage
  • Basic Examples
  • Clustering a Likert Survey (Cosine Distance)
• Clustering a Likert survey: the maths
  • The short version
  • 1. What each method computes
  • 2. Missing answers: nan_strategy
  • 3. Choosing between cosine and UMAP: survey size
  • 4. Why cosine (and not correlation or Euclidean)?
  • 5. Choosing the distance threshold
  • 6. Clustering questions, and both axes at once (biclustering)
  • 7. How to run
• API Reference
  • Analytics
  • NLP
  • Visualization

Indices and tables

• Index

• Module Index

• Search Page