reddit-stonks

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

# Standard run
python3 stonks.py

# Fewer posts (faster), with European equivalents
python3 stonks.py -p 25 -e

# Fast run
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
# Edit .env: add DEEPSEEK_API_KEY
pip install -r requirements.txt

Architecture

• stonks.py — orchestrator + AI analysis via Deepseek
• reddit_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