Stock Sentiment Intelligence
by benthepythondev
Extract real-time stock and crypto sentiment from Reddit communities including WallStreetBets, r/stocks, r/investing. Get mentions, upvotes, momentum ...
Opens on Apify.com
About Stock Sentiment Intelligence
Extract real-time stock and crypto sentiment from Reddit communities including WallStreetBets, r/stocks, r/investing. Get mentions, upvotes, momentum signals, and sentiment analysis (BULLISH/BEARISH/NEUTRAL). Track trending tickers before they move.
What does this actor do?
Stock Sentiment Intelligence is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
Stock Sentiment Intelligence Extract real-time stock and cryptocurrency sentiment from Reddit's most active trading communities. ## What data can you get? - Trending Stocks: Top mentioned stocks across Reddit trading communities - Sentiment Signals: STRONG_BULLISH, BULLISH, NEUTRAL, BEARISH, STRONG_BEARISH - Momentum Metrics: 24h mention changes, rank changes, engagement ratios - Multi-Source Analysis: Compare sentiment across different subreddits ## Supported Reddit Communities - r/wallstreetbets (WSB) - r/stocks - r/investing - r/CryptoCurrency - r/pennystocks - r/options - r/Daytrading - r/Robinhood - r/StockMarket ## Output Data Each result includes: - ticker - Stock/crypto symbol - name - Company/asset name - rank - Current popularity rank - mentions_24h - Number of mentions in last 24 hours - upvotes_24h - Total upvotes on posts mentioning this ticker - mention_change_pct - Percentage change vs 24h ago - rank_change - Rank movement (positive = rising) - engagement_ratio - Upvotes per mention - sentiment_signal - Overall sentiment classification - source - Which subreddit/filter ## Use Cases - Trading Signals: Monitor retail investor sentiment - Market Research: Track trending stocks before they move - Risk Management: Identify meme stock momentum - Financial Analysis: Correlate social sentiment with price action - News Detection: Early warning for viral stock discussions ## Example Output json { "ticker": "NVDA", "name": "NVIDIA", "rank": 1, "mentions_24h": 389, "upvotes_24h": 1303, "mention_change_pct": -8.47, "rank_change": 0, "engagement_ratio": 3.35, "sentiment_signal": "NEUTRAL", "source": "all-stocks" } ## Pricing $0.001 per stock sentiment record (PAY_PER_RESULT)
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try Stock Sentiment Intelligence now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- benthepythondev
- Pricing
- Paid
- Total Runs
- 13
- Active Users
- 3
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