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  # 🏦 Macroeconomic Sentiment Analysis
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  **What it does:** Takes any financial or economic text and tells you whether the sentiment is positive, negative, or neutral — plus whether the tone is hawkish/dovish, whether it signals a crisis, and how much it relates to climate/ESG.
 
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ tags:
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+ - text-classification
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+ - sentiment-analysis
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+ - finance
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+ - finbert
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+ - roberta
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+ - climate
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+ - esg
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+ - macroeconomics
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+ datasets:
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+ - nickmuchi/financial-classification
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+ - zeroshot/twitter-financial-news-sentiment
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+ - FinanceInc/auditor_sentiment
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+ - pauri32/fiqa-2018
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+ - climatebert/climate_sentiment
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+ metrics:
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+ - accuracy
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+ - f1
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+ language:
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+ - en
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+ pipeline_tag: text-classification
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+ model-index:
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+ - name: macro-sentiment-finbert
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+ results:
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+ - task:
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+ type: text-classification
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+ name: Financial Sentiment Analysis
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+ metrics:
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+ - name: Accuracy (RoBERTa-Large)
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+ type: accuracy
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+ value: 0.913
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+ - name: F1 Macro (RoBERTa-Large)
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+ type: f1
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+ value: 0.902
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+ - name: Accuracy (FinBERT)
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+ type: accuracy
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+ value: 0.897
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+ - name: F1 Macro (FinBERT)
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+ type: f1
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+ value: 0.881
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+ - name: Accuracy (ClimateBERT)
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+ type: accuracy
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+ value: 0.889
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+ - name: F1 Macro (ClimateBERT)
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+ type: f1
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+ value: 0.872
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+ ---
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+
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  # 🏦 Macroeconomic Sentiment Analysis
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  **What it does:** Takes any financial or economic text and tells you whether the sentiment is positive, negative, or neutral — plus whether the tone is hawkish/dovish, whether it signals a crisis, and how much it relates to climate/ESG.