Topic Modelling in Python - Workshop at PyCon UK 2019

This repository contains code examples for the workshop What are they talking about? Mining topics in documents with topic modelling and Python.

Dependencies

• python 3.7
• jupyter
• numpy
• scikit-learn
• nltk
• gensim
• pyLDAvis
• matplotlib

Environment setup

Clone the repository:

git clone https://github.com/bonzanini/topic-modelling
cd topic-modelling

Anaconda environment set-up:

conda env create -f env.yml
conda activate nlp-tutorial

Run Jupyter:

jupyter notebook

License

Code under MIT license.

Documentation and slides under CC-BY license.