StockTwits Scraper (Messages, Sentiment, Trending) avatar

StockTwits Scraper (Messages, Sentiment, Trending)

Pricing

from $0.30 / 1,000 messages

Try for free
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StockTwits Scraper (Messages, Sentiment, Trending)

StockTwits Scraper (Messages, Sentiment, Trending)

Try for free

Scrape StockTwits messages for any stock or crypto ticker with Bullish/Bearish sentiment, likes, author stats and the price at posting time — or the current trending symbols with watchlist counts. Public API, no login.

Pricing

from $0.30 / 1,000 messages

Rating

0.0

(0)

Developer

Murat Uzun

Murat Uzun

Maintained by Community

Actor stats

0

Bookmarked

2

Total users

1

Monthly active users

11 days ago

Last modified

Categories

Social media

News

AI

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What is StockTwits Scraper?

StockTwits Scraper collects messages from StockTwits, the largest social network for traders and investors, for any stock, ETF or crypto ticker. Every message comes back as one clean row: text, the author's Bullish/Bearish sentiment tag, likes, reshares, every ticker mentioned, the price of each ticker at posting time, links, images and author stats. A second mode returns StockTwits' current trending symbols with watchlist counts and a summary of why each one is trending. It reads StockTwits' public API — no login, no cookies, no browser. Run it from the Apify Console, the API, a schedule, or an AI agent through MCP.

What data does StockTwits Scraper extract?

Messages (mode: "symbols")

FieldDescription
id, urlMessage ID and its StockTwits URL
stream, symbolsThe ticker whose stream it came from, and every ticker tagged in it
bodyMessage text with HTML entities decoded
createdAtPosting time (ISO 8601, UTC)
sentimentBullish, Bearish or null — tagged by the author
likes, reshares, isReshareEngagement
pricesPrice of each tagged ticker when the message was posted
media, linksAttached images and links
username, userDisplayName, userFollowers, userJoinDate, userOfficial, userCountryAuthor
sourceApp it was posted from

Trending symbols (mode: "trending"): rank, symbol, title, exchange, instrumentClass, watchlistCount, trendingScore, summary (StockTwits' explanation of why it is trending), summaryAt, sector, industry, url.

How to use StockTwits Scraper

  1. Pick a Mode: messages for your tickers, or the trending list.
  2. Enter Symbols, one per line — AAPL, TSLA, SPY; crypto uses the .X suffix: BTC.X, ETH.X.
  3. Set Max messages per symbol (newest first; StockTwits serves 30 per page) and optionally keep only Bullish or Bearish messages.
  4. Click Start, then export the dataset as JSON, CSV, Excel or HTML, or read it through the API.

Example input

{
    "mode": "symbols",
    "symbols": ["AAPL", "NVDA", "BTC.X"],
    "maxMessagesPerSymbol": 300
}

Example output

{
    "id": "665715998",
    "stream": "AAPL",
    "symbols": ["XCN.X", "TSLA", "AAPL", "NVDA", "GME"],
    "body": "$XCN.X $TSLA $AAPL $NVDA $GME https://x.com/Onyx/status/2106231252001099902",
    "createdAt": "2026-10-04T14:28:50Z",
    "sentiment": "Bullish",
    "likes": 6,
    "reshares": 0,
    "isReshare": false,
    "prices": { "XCN.X": 0.0048, "TSLA": 371.45, "AAPL": 333.53, "NVDA": 234.23, "GME": 25.16 },
    "media": [],
    "links": ["https://x.com/Onyx/status/2106231252001099902"],
    "username": "Ihatemylifesavings",
    "userFollowers": 57,
    "userJoinDate": "2017-11-06",
    "userOfficial": false,
    "userCountry": "US",
    "source": "StockTwits Web",
    "url": "https://stocktwits.com/Ihatemylifesavings/message/665715998"
}

How much does it cost?

Pricing: StockTwits Scraper costs $0.50 per 1,000 results on the free plan, with volume discounts on paid Apify plans (pay per result, platform usage included).

Pulling the latest 300 messages for 10 tickers (3,000 rows) costs about $1.50. Set Maximum cost per run to cap any run.

Use cases

  • Retail sentiment signals — share of Bullish vs. Bearish tags per ticker per hour, as an input to a trading model or a dashboard.
  • Momentum and hype detection — the trending list plus message volume flags tickers the crowd is suddenly talking about.
  • Event monitoring — schedule a run every 15 minutes around earnings and send new messages to Slack or a webhook.
  • NLP datasets — labelled (Bullish/Bearish) financial social-media text for training and evaluating sentiment models.

Limits

  • sentiment is the author's own tag; most messages have none (null). It is not a model's prediction.
  • Messages come newest-first; how far back a stream goes depends on StockTwits.
  • Public data only — no private messages, no watchlists of individual users.

Using StockTwits Scraper with AI agents

The Actor is pay-per-event with limited permissions, so assistants with the Apify MCP server (mcp.apify.com) can call it directly: "what is the retail mood on NVDA right now?" becomes one tool call returning tagged messages to summarise.

FAQ

Do I need a StockTwits account or API key? No. The Actor uses StockTwits' public, unauthenticated API.

How do I scrape crypto? Add the .X suffix: BTC.X, ETH.X, SOL.X.

Is this investment advice? No. It collects public social-media posts for research. Messages are opinions of their authors.

Is scraping StockTwits legal? The Actor reads publicly available posts through StockTwits' public API. You are responsible for how you use the data and for following StockTwits' terms.

Part of the webdatatools web-intelligence suite — every Actor is pay-per-event, reads public data without a login, and returns one clean row per entity:

Browse the whole suite at webdatatools, or call ten of these Actors straight from Claude, Cursor or Cline with the webdatatools MCP server.

Website & domain intelligence

Content for AI, LLMs and RAG

Search, video and social

Leads, jobs and company data

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