What It Does

This project pulls historical stock prices via a custom ETL pipeline and surfaces seasonal price trends using a Discord bot.

Users can run a command like:

$szmonthly pton

…and get a clean chart showing how PTON stock typically performs month-by-month over the last 10+ years.

How It's Built

• Data Source: Historical price data via 3rd party API
• ETL: Python jobs with orchestration via Dagster
• Storage: Postgresql
• Bot Framework: discord.py
• Charting: Matplotlib

The goal was to create a low-friction way for traders or Discord communities to explore stock seasonality without leaving chat.

Screenshot

Try It

You can see a demo of the output on GitHub or reach out if you want it integrated in your own Discord server.