📈 Stock Trends Analyzer — AI-Powered Stock Market Movement Explanations

Get instant, AI-powered explanations for stock price movements | Analyze S&P 500, NASDAQ, NYSE & 1000+ stocks | Real-time news sentiment analysis | Perfect for traders, investors, and financial analysts

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📊 What is Stock Trends Analyzer?

Stock Trends Analyzer is an AI-powered web scraping tool that extracts and analyzes real-time stock market data from Google Finance, combining it with news sentiment analysis to explain why stocks are moving.

Stop wondering why NVIDIA is up or why Tesla is down. Get data-backed explanations for price movements in categories like Top Gainers, Top Losers, Most Active, and Trending Stocks.

⚡ Quick Start — 3 Simple Steps

1️⃣ Select Trend Category: Choose from Top Gainers, Top Losers, Most Active, or Trending Stocks
2️⃣ Set Number of Stocks: Pick how many top stocks to analyze (1-25)
3️⃣ Get AI Explanations: Receive structured insights combining price data, volume analysis, and news sentiment

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🎯 Use Cases — Who Uses Stock Trends Analyzer?

Use Case	Description	Best For
🔍 Daily Market Research	Understand why top stocks are moving each day with AI-generated explanations backed by news analysis	Day traders, equity analysts, portfolio managers
📈 Trading Signal Generation	Identify unusual volume spikes and sentiment shifts that may indicate trading opportunities	Active traders, algorithmic trading developers
📰 Financial News Monitoring	Automatically aggregate and analyze news sentiment for trending stocks without manual research	Financial journalists, newsletter creators, market commentators
🤖 AI Training Data	Generate structured datasets combining price movements with explanatory text for ML model training	AI/ML researchers, fintech developers, quantitative analysts
📱 Stock App Integration	Power your stock market app, dashboard, or bot with real-time market insights via API	Mobile app developers, Discord/Telegram bot creators
💼 Investment Due Diligence	Research why specific stocks gained or lost value before making investment decisions	Long-term investors, fund managers, wealth advisors
📊 Market Sentiment Analysis	Track sentiment trends across multiple stocks to gauge overall market mood and sector rotation	Market analysts, sentiment traders, research firms

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✨ Key Features

✅ 4 Trend Categories: Top Gainers, Top Losers, Most Active, Trending Stocks
✅ AI-Powered Analysis: GPT-4 analyzes news articles to explain price movements
✅ Real-Time Data: Scrapes live stock prices from Google Finance
✅ News Aggregation: Collects relevant news from WSJ, Bloomberg, Yahoo Finance, Seeking Alpha
✅ Structured Output: Get clean JSON data ready for integration into your apps
✅ Customizable Results: Analyze 1-25 stocks per run
✅ Comprehensive Metrics: Price, volume, market cap, P/E ratio, 52-week change
✅ API Ready: Easy integration via Apify API for automated workflows

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📤 Output Examples

Top Gainers — Why Stocks Are Rising

Discover the reasons behind today's biggest stock winners

Example Output: Top Gainers

🏷 Symbol: NKE (NIKE, Inc.)

💲 Price: $72.04

📈 Change: +9.5 (+15.19%)

🔊 Volume: 114,059,000 (vs. avg 20,814,000)

🏢 Market Cap: $106B📅 52-Week Change: -6.23%

Reasons:

Strong earnings report: Nike’s Q4 2025 earnings exceeded expectations, boosting investor confidence.

Positive business strategy: Inventory cleanup and Amazon re-entry drove optimism.

Dividend announcement: The $0.40/share dividend attracted income investors.

Leadership changes: New executives signaled proactive growth strategies.

Risk management: Clear plans to address tariffs reassured the market.

[
  {
	"entity": {
	  "symbol": "NKE",
	  "name": "NIKE, Inc.",
	  "price": 72.04,
	  "change": 9.5,
	  "changePercentual": 15.19,
	  "volume": 114059000,
	  "averageVolume": 20814000,
	  "marketCap": 106330000000,
	  "peRatio": 33.35,
	  "52WeekChangePercentual": -6.23
	},
	"explanation": {
	  "reasons": [
		"Nike's Q4 2025 earnings beat expectations, driving +15.19% price growth.",
		"Inventory cleanup and Amazon re-entry sparked positive sentiment.",
		"A $0.40 dividend announcement attracted income investors.",
		"Leadership changes boosted confidence in future growth.",
		"Clear plans to mitigate tariff impacts reassured investors."
	  ]
	}
  },
  ...
]

Top Losers — Why Stocks Are Falling

Choose the Top Losers category to understand why certain stocks are falling and what's driving market pessimism — whether it's earnings misses, regulatory concerns, or sector-wide sell-offs.

Most Active — Unusual Volume Analysis

Analyze stocks with the Most Active category to uncover unusual trading volumes and what's fueling the activity. High volume often signals major news events, institutional trading, or significant market moves.

Trending Stocks — What's Buzzing

See what's buzzing across news and social platforms and why by selecting the Trending Stocks category. Get insights into stocks that are capturing attention and driving market discussions.

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📥 Input Configuration

{
    "trendType": "top-gainers", // Options: top-gainers | top-losers | most-active | trending
    "stocksAmount": 10 // Number of stocks to analyze (1-25)
}

Input Parameters:

• trendType (required): The trend category to analyze
  • top-gainers — Stocks with highest % gains
  • top-losers — Stocks with highest % losses
  • most-active — Stocks with highest trading volume
  • trending — Stocks trending in news and social media
• stocksAmount (required): Number of top stocks to analyze (1-25)

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🔍 How It Works — The Technology

1. Real-Time Data Scraping

The actor scrapes live stock market data from Google Finance, extracting prices, volume, market cap, P/E ratios, and performance metrics for top stocks.

2. News Aggregation

For each stock, we collect relevant news articles from Google News, pulling from trusted sources like:

• The Wall Street Journal — Financial news & analysis
• Bloomberg — Business & markets coverage
• Yahoo Finance — Market data & news
• Seeking Alpha — Investment research & analysis

3. AI Sentiment Analysis

Our GPT-4 powered AI analyzes news articles, identifying key events, sentiment shifts, and market catalysts that explain the stock's price movement.

4. Structured Output

Get clean, structured JSON data combining quantitative metrics with qualitative AI-generated explanations.

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📊 Stock Metrics Included

Metric	Description	Use Case
Symbol	Ticker symbol (e.g., AAPL, TSLA, NVDA)	Identification
Name	Full company name	Display & reporting
Price	Current stock price in USD	Real-time valuation
Change	Absolute price change	Dollar movement tracking
Change %	Percentage price change	Relative performance
Market Cap	Total market capitalization	Company size indicator
Volume	Current trading volume	Activity measure
Avg Volume	Average daily trading volume	Volume comparison baseline
P/E Ratio	Price-to-Earnings ratio	Valuation metric
52-Week Change %	Annual performance	Long-term trend analysis

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🔗 Integration & API Usage

Run via Apify API

const { ApifyClient } = require('apify-client');

const client = new ApifyClient({
    token: 'YOUR_APIFY_TOKEN',
});

const input = {
    trendType: 'most-active',
    stocksAmount: 10,
};

const run = await client.actor('QhLdTalbsGrBICNte').call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();

console.log(items);

Python Integration

from apify_client import ApifyClient

client = ApifyClient('YOUR_APIFY_TOKEN')

run_input = {
    "trendType": "most-active",
    "stocksAmount": 15
}

run = client.actor("QhLdTalbsGrBICNte").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Schedule Automated Runs

Set up scheduled runs on Apify to get daily stock market analysis delivered automatically. Perfect for:

• Pre-market research reports
• Automated trading signal generation
• Investment database updates
• Financial newsletter content

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💡 Why Choose Stock Trends Analyzer?

🎯 Save Time: No more manually researching why stocks moved
🤖 AI-Powered: Leverages GPT-4 for intelligent news analysis
📊 Comprehensive: Combines quantitative data with qualitative insights
🔄 Automated: Run via API or schedule for automated workflows
💰 Cost-Effective: Pay only for what you use on Apify platform
🚀 Fast: Get results in seconds, not hours
📈 Actionable: Use insights for trading, research, or content creation

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❓ FAQ

Q: How often is the data updated?
A: The actor scrapes real-time data from Google Finance and Google News each time it runs, ensuring you always get the latest information.

Q: Can I analyze specific stocks?
A: Currently, the actor focuses on trending categories (top gainers, losers, etc.). For specific stocks, we recommend running multiple category searches or filtering results.

Q: What stock exchanges are covered?
A: The tool covers major US exchanges including NYSE, NASDAQ, and includes major international stocks listed on US exchanges.

Q: What's the data format?
A: Output is provided in clean JSON format, compatible with any programming language and easily importable to databases, spreadsheets, or analytics tools.

Q: Is this financial advice?
A: No. This tool provides data and analysis to help you understand market movements, but it does not constitute financial advice. Always conduct your own research before making investment decisions.

Q: Can I use this for commercial purposes?
A: Yes! You can integrate this into your trading apps, investment platforms, research tools, or any commercial application.

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⚠️ Disclaimer

This tool is designed to help you understand stock market movements better, but it does not provide financial advice. Always conduct your own research and consult with a qualified financial advisor before making any investment decisions.

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🆘 Support & Resources

• 📚 Apify Documentation
• 💬 Apify Discord Community
• 🐛 Report issues via Apify Console