telegram-analytics

A set of scripts for analyzing Telegram conversations written for personal use:

extract_messages.py: produces a .csv file from a folder containing HTML files for a single conversation; all the other scripts work on the files produced by this script.
make_top_terms.py: tokenizes messages and writes a JSON file with the top K terms (stopword excluded) for each user in the chat.
make_word_clouds.py: generates word clouds for:
- the conversation (all users),
- each user,
- each user relative to others.
this particular script was tuned to my specific needs.
make_activity_plot.py: generate a bar plot with the activity over time measured by charachters/words/messages and aggregated by day/week/month/year.

Each script has a simple command line interface implemented using argparse. Check them out to see the usage and options.

Dependencies

To install required packages run:

pip install -r requirements.txt