Building a Tool to Analyze Conversation History
Convolyzer: Message History Analysis & Visualization Tool
Python
Project Overview
Role | Developer |
Timeline | 2 weeks (2026) |
Tools Used | Python, Pandas, VADER, OpenAI API, Plotly |
Link |
Background
A personal project I originally created to analyze my best friend and I's conversation history over the past 7 years and get the hang of basic data science tools. I used pandas to clean data and find trends, plotly to visualize trends, NTLK to tokenize and preprocess text, and scikit-learn (K-Means, TF-idf) to get started with clustering similar messages. Then, I used Streamlit to build and deploy a functional web app.