| name | reddit-stonks |
| description | Scrape Reddit stock pages (r/wallstreetbets, r/stocks, etc.) and use Deepseek AI to analyze which stock has the highest 1-week return potential. Use when the user asks about stock picks, Reddit stock sentiment, meme stocks, investing ideas from Reddit, "what should I buy", "best stock this week", or similar. Supports --euro flag for European exchange equivalents. |
Reddit Stonks Analyzer
Analyze Reddit stock sentiment + AI-powered stock picks for short-term returns.
Quickstart
python3 stonks.py
python3 stonks.py -p 25 -e
python3 stonks.py -p 10
Flags
| Flag | Description |
|---|
-e, --euro | Show European exchange equivalents for top picks |
-p N, --posts N | Posts per subreddit (default: 50) |
Setup (first time only)
cp .env.example .env
pip install -r requirements.txt
Architecture
stonks.py — orchestrator + AI analysis via Deepseekreddit_scraper.py — scrapes 7 subreddits via Reddit JSON API (no auth)stock_data.py — fetches fundamentals/technicals via Yahoo Finance + European ticker lookup
Output
Generates a stock data table, then AI analysis with:
- Top Pick (best 1-week return)
- Runner-up
- Wildcard (high risk/reward)
- Risk factors
- Confidence score
