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<title>About - NewsAnalyzer</title> | |
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<h1>About NewsAnalyzer</h1> | |
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NewsAnalyzer is an AI-powered tool designed to help you quickly understand the latest news trends. Simply enter your search query, and NewsAnalyzer will gather and analyze articles to deliver valuable insights. | |
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<p>Here's how it works:</p> | |
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<li><b>News Collection:</b> News articles are fetched from NewsAPI based on your search query.</li> | |
<li><b>Sentiment Analysis:</b> Each article is evaluated to determine whether its tone is positive or negative.</li> | |
<li><b>Category Classification:</b> Articles are automatically categorized into topics like business, technology, politics, and more.</li> | |
<li><b>Summarization:</b> Long descriptions are summarized to give you only the most important details.</li> | |
<li><b>Trending Words:</b> The most frequently mentioned words across articles are extracted to highlight key topics.</li> | |
<li><b>Charts:</b> Sentiment distribution and trending words are visualized with clear, easy-to-understand charts.</li> | |
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<p>Technologies:</p> | |
<p>NewsAnalyzer combines real-time data collection with machine learning models from Hugging Face, using Flask to seamlessly connect the data processing, analysis, and visualization into a single streamlined experience.</p> | |
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Created by Volodymyr Shereperov | <a href="https://github.com/ihaveaplan66/news-analyzer" target="_blank">Source Code on GitHub</a> | |
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