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Create sentiment_engine.py
Browse files- sentiment_engine.py +13 -0
sentiment_engine.py
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def sentiment_features(news_payload):
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articles = []
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for block in news_payload:
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articles.extend(block.get("articles", []))
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count = len(articles)
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unique_titles = len(set(a.get("title","") for a in articles))
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return {
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"article_count": count,
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"diversity_ratio": unique_titles / max(count, 1),
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"sentiment_pressure": min(1.0, count / 50.0)
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}
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