Stocktwits Sentiment Scraper — Bullish & Bearish Signals
Pricing
from $2.00 / 1,000 stocktwits sentiment extracteds
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Stocktwits Sentiment Scraper — Bullish & Bearish Signals
Scrape Stocktwits trader messages and sentiment (Bullish/Bearish) per stock ticker. Get individual posts or aggregated sentiment ratios. No API key required.
Pricing
from $2.00 / 1,000 stocktwits sentiment extracteds
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Axery
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Stocktwits Sentiment Scraper — Bullish/Bearish Signals per Ticker
Scrape Stocktwits — the largest social network for investors and traders — to extract real-time Bullish/Bearish sentiment per stock ticker. Used by quant traders, hedge funds, and AI trading systems for social sentiment signals.
What it returns
Message mode (one row per post)
| Field | Description |
|---|---|
symbol | Stock ticker (e.g. AAPL) |
body | Post text |
sentiment | "Bullish", "Bearish", or null (unlabeled) |
is_bullish / is_bearish | Boolean flags for quick filtering |
likes | Number of likes |
username | Poster's username |
user_followers | Poster's follower count (proxy for influence) |
published_at | UTC timestamp |
Summary mode (one row per symbol)
| Field | Description |
|---|---|
symbol | Stock ticker |
bullish_pct | % of labeled posts that are Bullish (e.g. 68.5) |
bearish_pct | % of labeled posts that are Bearish |
sentiment_label | strongly_bullish / bullish / neutral / bearish / strongly_bearish |
total_messages | Total messages sampled |
Input options
mode—symbols(specific tickers) ortrending(what's hot today)symbols— List of tickers:["AAPL", "NVDA", "TSLA", "SPY"]outputMode—messagesorsummarymaxMessagesPerSymbol— Up to 30 per API callsentimentFilter— Filter toBullishorBearishonly
Use cases
- Contrarian signals — Extreme bullish% often precedes reversals
- Momentum confirmation — Strong bullish sentiment + price momentum
- Pre-earnings positioning — Monitor sentiment shifts before reports
- Trending stocks — Discover what retail traders are talking about today
- AI/ML features — Use sentiment ratio as an ML feature for price prediction
