StockTwits Sentiment Analysis

Purpose

Fetch StockTwits sentiment for a ticker by scraping the symbol page, tally bullish vs bearish self-labeled messages, and produce a channel score from -10 to +10.

Step 1 — Fetch Symbol Page

WebFetch the StockTwits symbol page with this prompt:

"Extract: (1) bullish message count or percentage, (2) bearish message count or percentage, (3) total labeled messages, (4) any overall sentiment label (e.g. Bullish, Bearish, Extremely Bullish, Extremely Bearish, Neutral), (5) up to 2 recent message bodies labeled Bullish and up to 2 labeled Bearish."

https://stocktwits.com/symbol/{ticker}