Natural Language Processing for Social Media

Social Media Data

Source of social media data

Collection, pre-processing, and analysis of Social Media Data

Data Collection

Pre-processing social media data

  • Natural Language Processing tools

    • Normalizers, chunkers and parsers, tokenizers
    • Part-of-speech taggers
    • Language and dialect identification
    • Automatic summarizing

  • Adaption

    • Using specific NLP tools or re-training NLP tools for social media texts
    • Existing NLP tools for English