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04.Callee Deploying Sentiment Predictor - Lexicon Based

SentimentLexicon basedSentiment analysisTwitterTweets
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Apr 21, 2025 3:17 PM
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Deploying Sentiment Analysis Predictive Model - Lexicon Based Approach

This worflow applies the lexicon based approach on new tweets to predict their sentiment. The last component visualizes (1) the bar chart with the number of negative/positive/neutral tweets, (2) the word cloud of all collected tweets, and (3) the table with all collected tweets.

If you use this workflow, please cite: 
F. Villaroel Ordenes & R. Silipo, “Machine learning for marketing on the KNIME Hub: The development of a live repository for marketing applications”, Journal of Business Research 137(1):393-410, DOI: 10.1016/j.jbusres.2021.08.036.
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.4.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 5.2.2, 5.4.0

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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.4.0

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    KNIME Personal Productivity ToolsTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 5.1.0, 5.4.0

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    KNIME TextprocessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 5.2.0, 5.4.0

    knime

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