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Add Hugging Face metadata to README.md

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+ ---
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+ title: Stock Sentiment Analysis
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+ emoji: 📈
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+ colorFrom: blue
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+ colorTo: green
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+ sdk: gradio
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+ sdk_version: 4.29.0 # Or check your installed version with pip show gradio
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+ python_version: 3.10 # Adjust if necessary
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+ app_file: app.py
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+ license: apache-2.0 # Or choose another license if preferred
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+ ---
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+
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+ # Stock Sentiment Analysis Dashboard
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+
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+ This application fetches stock price data and related news articles, performs sentiment analysis on the news using FinBERT, and visualizes the relationship between stock price and news sentiment.
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+
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+ **Features:**
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+ * Enter a stock ticker and date range.
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+ * Visualizes stock price vs. average daily sentiment.
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+ * Calculates correlation between lagged sentiment and price changes.
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+ * Displays recent news headlines with their sentiment scores.
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+
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+ **Disclaimer:** This is a demo application and not financial advice.