Generic Topic Modeling

Data and scripts for topic modeling projects using Gensim. Derived from the Russian Blog Project.

Uses Python 3.9 and Jupyter notebooks for visualisation.

Installation

0. Check out this repository

git init
git clone https://github.com/ghowa/generic-topic-modeling

Variant 1: Pip

1.1 Install required python packages

pip install -r requirements.txt

1.2 Activate qgrid:

jupyter nbextension enable --py --sys-prefix qgrid

# only required if you have not enabled the ipywidgets nbextension yet
jupyter nbextension enable --py --sys-prefix widgetsnbextension

Variant 2: Anaconda

2.1 Install required python packages

conda env create -f environment.yml

Usage

Start Jupyter notebook:

jupyter notebook

A browser window will open. Select "corpus.ipynb" for browsing the corpus or "create_lda.ipynb" for creating a new topic model of the corpus.