A simple dashboard application which allows users to view a simple statistical overview of their Telegram chat data.
Available features:
- Metrics regarding chat users (≥ 1 message in chat), total number of messages and age of chat group.
- Interactive bar chart which shows the number of messages sent by users, from most to least active.
- Interactive line chart showing of number of daily messages sent over time.
- Interactive scatter plot comparing each user's average number of words per message against the total number of messages sent by the user.
- Word Cloud showing the 100 most frequently used words.
- Chat Sentiment Analysis using NLTK's
SentimentIntensityAnalyzer()to get an approximate measure of chat toxicity/overall chat sentiment.
Known limitations:
- Only accepts
.jsonfiles for processing. - File size limited to <200MB for now. If multiple files added, around 250MB total. DO NOT EXCEED THIS YOU WILL 100% CRASH THE APP
- Chat group age may not be completely accurate for certain chats
- Chat Sentiment Analysis only applies to pure text messages in the group chat, and may take a while to load if
.jsonfile is very large. Also 'sentiment' is completely subjective and may therefore be inaccurate.
Link to Web App:
Instructions to export Telegram chats as .JSON files:
