Stock News Sentiment Scraper
Pricing
from $5.00 / 1,000 sentiment items
Scrape stock ticker headlines from Yahoo Finance, Google News, and Finviz, score each with local VADER sentiment, and return per-item plus ticker summary rows. Reddit optional (off by default). MCP-ready.
You can access the Stock News Sentiment Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "tickers": ["AAPL"],10 "sources": [11 "yahoo",12 "google-news",13 "finviz",14 ],15 "maxItemsPerTicker": 10,16}17
18# Run the Actor and wait for it to finish19run = client.actor("khadinakbar/stock-news-sentiment-scraper").call(run_input=run_input)20
21# Fetch and print Actor results from the run's dataset (if there are any)22print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")23for item in client.dataset(run.default_dataset_id).iterate_items():24 print(item)25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Stock News Sentiment Scraper API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: