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Financial Market Sentiment Analysis

LLMsSentiment AnalysisFinanceFinancial news
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Versionv1.1Latest, created on 
Aug 11, 2025 7:48 PM
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Financial Market Sentiment Analysis using LLMs

This workflow employs Large Language Models (LLMs) for the sentiment analysis of financial news sampled from financial news texts and company press releases.

  • The workflow reads financial news data, containing also the ground truth sentiment.

  • It demonstrates how to authenticate to the Al provider of choice, select the pertinent LLM and effectively prompt it to classify financial news as positive, negative or neural.

  • It scores sentiment predictions, exports them as a static PDF report and sends the report per email.

External resources

  • Financial Sentiment Analysis dataset
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.5.1
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    KNIME AI ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.1

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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.1

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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.1

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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.1

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    KNIME ReportingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.0

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    KNIME ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.5.1

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