Scrape Stock Market Sentiment ($Cashtags) on Twitter

Extract real-time tweets for any stock ticker (e.g. $AAPL), analyze bullish or bearish sentiment. Export structured data to build trading signals and trends.

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Twitter/X Crypto & Stock Sentiment Scraper
Twitter/X Crypto & Stock Sentiment Scraperfastcrawler/twitter-x-crypto-stock-sentiment-scraper
URL
ID
TEXT
Retweet Count
+8 fields
Text
Number
Boolean
List
Object

Input

Cashtag(required):AAPL
sentiment analysis:false
Sort By:Latest
Maximum number of items on output:10
Minimum retweets:0
Minimum Likes:0
Minimum Replies:0
Only verified users:false
Only Twitter Blue:false

Output fields

URL
ID
TEXT
Retweet Count
Sentiment
Reply Count
Like Count
Quote Count
Created At
Bookmark Count
Is Retweet
Is Quote

How it works

Sign up on Apify01

Create your Apify account to access the Twitter/X Crypto & Stock Sentiment Scraper.

Start the run02

The Actor will start running based on the input automatically.

Receive the output03

Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.

Integrate into your workflow04

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.

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