Usage

To use PyConversations in a project:

import pyconversations

• Conversation Class
  • Instantiation
  • Conversation Arithmetic
  • Adding and removing posts
  • User-Information Redaction
  • Alternate Representations
  • Splicing Conversations
  • Other Methods and Properties
• UniMessage Class
  • Instantiation
  • Properties
  • User Mentions & Redaction
  • Alternate Representation
  • Parsing Platform Datetimes
• Save & Load
  • JSON File
  • JSON Line File
• Feature Extraction
  • Dictionary Raw Features
  • Vectorization
    • PostVectorizer
    • ConversationVectorizer
    • UserVectorizer
    • Recommended Usage

Jupyter Notebooks

This project features several Jupyter Notebooks that demonstrate how one might use this package in practice:

• Reading Raw Data

  • Twitter Example

  • Reddit Example (using praw package)

  • 4chan Example (using BASC-py4chan package)

  • Heterogeneous Example (RumourEval from SemEval-2019 Task 7)

• Applications

  • Classifying Support Labels (RumourEval from SemEval-2019 Task 7a)