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Investing » How to Use StockTwits For Sentiment Analysis: Features & Examples

How to Use StockTwits For Sentiment Analysis: Features & Examples

Discover how to use StockTwits for sentiment analysis with examples of bullish vs. bearish sentiment, trends, and social data.
Author: Baruch Mann (Silvermann)
Interest Rates Last Update: April 1, 2025
The banking product interest rates, including savings, CDs, and money market, are accurate as of this date.
Author: Baruch Mann (Silvermann)
Interest Rates Last Update: April 1, 2025

The banking product interest rates, including savings, CDs, and money market, are accurate as of this date.

We earn a commission from our partner links on this page. It doesn't affect the integrity of our unbiased, independent editorial staff. Transparency is a core value for us, read our advertiser disclosure and how we make money.

The information provided on this website is for informational and educational purposes only and does not constitute financial, investment, or legal advice. We do not provide personalized investment recommendations or act as financial advisors.

StockTwits helps traders track real-time market mood through user sentiment tags, social volume, and live streams—offering powerful tools to spot trends and gauge crowd psychology in action.

Plan
Annual Subscription
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Ad Free
$85 ($7.10 / month)
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StockTwits Edge
$229.50 ($19.10 / month)
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Best Free StockTwits Features

The free version of StockTwits includes powerful tools like real-time sentiment, trending stocks, and community discussions—ideal for traders tracking momentum and market buzz without spending a dime.

1. Real-Time Market Sentiment

StockTwits’ platform lets users instantly gauge how traders feel about specific stocks by monitoring bullish or bearish tags in a live-feed format.

  • Bullish/Bearish Sentiment Tags: Posts are labeled to reflect trader outlook, offering a quick snapshot of market sentiment.

  • Message Volume Trends: Spikes in post activity can signal heightened interest or pending volatility.

  • Sentiment Visualization: Stock-specific dashboards show sentiment ratios to help users assess optimism or fear around a ticker.

stock message volume chart analysis, StockTwits

A momentum trader checks $TSLA and notices a sentiment ratio of 80% bullish with a sharp rise in message volume.

They interpret this as growing short-term optimism and investigate further using technical indicators.

This helps active traders monitor shifts in trader psychology and identify early momentum plays.

2. Trending Stocks Feed

The Trending section on StockTwits highlights stocks gaining significant user engagement—ideal for spotting hot tickers before they move.

  • Trending Stocks List: Shows which stocks are generating the most discussion and social buzz in real time.

  • Most Watched Tickers: Displays which stocks are gaining new watchers—often an indicator of retail interest.

  • Top Gainers/Losers: Identifies stocks with the biggest price moves to support momentum and dip-trading strategies.

top gainers, StockTwits

A trader sees $NVDA appear on the Top Gainers and Most Active lists after market open. They analyze price action and sentiment to confirm bullish momentum.

This feature helps users react quickly to surging interest and participate in early-stage momentum trades.

3. Bullish/Bearish Tag Filtering + StockTwits Streams

StockTwits makes it easy to follow real-time discussions and filter sentiment, allowing traders to track market mood for any stock.

  • Live Ticker Streams: Each stock has a dedicated discussion feed where users post thoughts, analysis, and news.

  • Sentiment Tag Filters: View only bullish or bearish posts to focus on relevant viewpoints.

  • Real-Time Community Insights: Traders engage directly with posts, creating interactive discussion threads similar to Twitter.

A user researching $AAPL applies the bullish filter in its stream to see why optimism is rising. They discover multiple posts citing new product demand and positive analyst reactions.

This feature helps traders narrow their focus to specific viewpoints and quickly gather crowd-sourced insights.

4. Unusual Social Volume Alerts

This tool tracks stocks experiencing sudden spikes in message volume—often an early signal of developing momentum.

  • Social Volume Spike Alerts: Highlights stocks that have an unusually high increase in mentions.

  • Early Momentum Detection: Surges in discussion often occur before large price moves, offering early entry points.

  • Integrated with Trending Feed: Often overlaps with trending stocks, reinforcing trading signals.

This can be a good alternative for a penny stock screener for those who want to spot earlier changes in small stocks.

A user sees $PLTR with a 3x increase in mentions over 30 minutes. They investigate and find breaking news about a major government contract.

This alert system helps traders identify attention-grabbing stocks before the broader market reacts.

5. Basic Fundamental Snapshot + Earnings Calendar

StockTwits offers quick access to essential company data and upcoming events—streamlined for fast decision-making.

  • Key Financial Metrics: Includes market cap, P/E ratio, EPS, trading volume, and 52-week high/low.

  • Visual Data Integration: Metrics are displayed alongside sentiment data for easier cross-analysis.

  • Earnings & Events Calendar: Displays upcoming earnings announcements and market-moving events.

stock fundamentals overview, StockTwits

A trader checking $NFLX sees an upcoming earnings release and quickly reviews the stock’s P/E ratio and recent trading volume.

This combination helps users assess valuation and prepare for event-driven volatility.

Best Paid StockTwits Features

StockTwits allows users to filter stocks based on various criteria, helping investors find opportunities that meet their investment goals.

Key features include customizable filters and real-time data updates.

6. Historical Sentiment Data

StockTwits Edge allows traders to explore how market sentiment around a stock has evolved over time, helping confirm trends or spot reversals.

  • Sentiment Timelines: View bullish/bearish sentiment across days, weeks, or months to see how the crowd reacted before or after key events.

  • Earnings & News Reactions: Analyze how traders responded to past earnings calls, product launches, or macroeconomic headlines.

  • Chart Integration: Overlay sentiment trends onto price charts for visual confirmation of sentiment-driven moves.

A trader reviewing $AMZN examines sentiment around past earnings. They find sentiment dipped sharply 2 days before a miss and recovered gradually after.

This helps traders anticipate potential sentiment shifts and prepare strategies based on historical crowd behavior.

7. Advanced Search Filters

StockTwits Edge unlocks advanced filtering tools to search past posts by ticker, date, user, or sentiment—ideal for research and idea validation.

  • Search by Ticker + Date Range: Narrow down posts to a specific event window (e.g., earnings week).

  • Filter by User or Sentiment: Focus on high-quality contributors or filter bullish/bearish views across time.

  • Track Key Market Reactions: Discover what traders said during price spikes or corrections for a given stock.

A user investigates $MSFT reactions during a product launch. Using date and ticker filters, they find bullish posts peaking two days before the breakout.

This helps traders correlate social buzz with future price action and refine entry timing.

8. Top Traders’ Insights

With StockTwits Edge, users can follow experienced traders and analyze their historical posts to validate credibility and identify repeatable patterns.

  • Track Trader History: Review a trader’s past stock calls, timing, and sentiment tags.

  • Build a Trusted Feed: Follow contributors with consistent, quality insights across multiple tickers.

  • Identify Strategy Fit: Assess whether a trader focuses on technical setups, fundamentals, or momentum plays.

choose accounts to follow, StockTwits

A trader researching $NVDA finds a user who accurately predicted three prior breakouts based on volume and earnings sentiment. They add the user to their follow list.

This helps build a personalized feed driven by proven insights instead of random chatter.

9. Premium StockTwits Rooms

StockTwits Edge offers access to exclusive Rooms where traders gather to discuss specific stocks, strategies, and sectors in a focused, less noisy environment.

  • Themed Rooms: Join rooms focused on swing trading, crypto, biotech, or large caps.

  • Real-Time Strategy Sharing: Engage in faster, higher-quality discussions away from general streams.

  • Subscription-Based Access: Some rooms are free, others are paid—typically with tighter moderation and topic depth.

A trader joins a premium “Options Strategy” room, where experienced traders share technical setups and earnings plays weekly.

This helps reduce noise and gives access to specialized communities built around actionable strategies.

10. Sentiment Overlay on Charts + Deep Market Sentiment Comparison

Edge users can visualize sentiment data directly on charts while comparing sentiment across different tickers or timeframes to identify potential winners or laggards.

  • Sentiment Overlays: Add bullish/bearish ratios and message volume directly on stock price charts.

  • Cross-Ticker Sentiment View: Compare sentiment trends between multiple stocks (e.g., $AAPL vs. $GOOGL).

  • Time-Based Sentiment Shifts: View sentiment changes over 1-day, 5-day, or 30-day ranges.

stock sentiment and volume chart overview, StockTwits

A user comparing $TSLA and $RIVN overlays 7-day sentiment data and notices bullish sentiment surging on $TSLA while $RIVN lags.

This helps traders spot relative sentiment strength and refine their trade selection.

FAQ

StockTwits tracks market sentiment by allowing users to tag posts as bullish or bearish, and then aggregates these posts to show real-time sentiment on stocks.

Yes, you can filter posts on a specific stock by bullish or bearish sentiment, helping you focus on the crowd’s overall mood towards a ticker.

StockTwits sentiment data is user-generated, which means it can be influenced by opinions and biases. It’s best used as one tool in your research, alongside other resources.

StockTwits Edge provides access to historical sentiment data, allowing you to track sentiment shifts over time and compare them to price movements.

Sentiment tags help identify how the community feels about a particular stock. Bullish tags signal positive sentiment, while bearish tags indicate negative sentiment.

Yes, with StockTwits Edge, you can view sentiment data over various timeframes (1-day, 7-day, etc.) to analyze short-term and long-term trends.

High message volume on StockTwits often indicates growing interest or excitement around a stock. It could signal a breakout, news event, or price momentum.

Picture of Baruch Mann (Silvermann)

Baruch Mann (Silvermann)

Baruch Silvermann is a financial expert, experienced analyst, and founder of The Smart Investor.  Silvermann has contributed to Yahoo Finance and cited as an authoritative source in financial outlets like Forbes, Business Insider, CNBC Select, CNET, Bankrate, Fox Business, The Street, and more.
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This website does not include all card companies or all card offers available in the marketplace. This website may use other proprietary factors to impact card offer listings on the website such as consumer selection or the likelihood of the applicant’s credit approval.

This allows us to maintain a full-time, editorial staff and work with finance experts you know and trust. The compensation we receive from advertisers does not influence the recommendations or advice our editorial team provides in our articles or otherwise impacts any of the editorial content on The Smart Investor.

While we work hard to provide accurate and up to date information that we think you will find relevant, The Smart Investor does not and cannot guarantee that any information provided is complete and makes no representations or warranties in connection thereto, nor to the accuracy or applicability thereof.

Learn more about how we review products and read our advertiser disclosure for how we make money. All products are presented without warranty.