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04 - Adavanced Analytics - Time Series

Time seriesPredictionFinance
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Sep 26, 2023 8:45 AM
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This is a very basic Time Series example using the ARIMA algorithm. It is not finetuned nor optimized in any way. It rather serves as an example to show how easy it is KNIME to set up time series prediction models and play around with the different values of it. This workflow goes along with my weekly newsletter about data analytics called "The Data Alchemist's Transformation Scroll", click on the link below to find out more or subscribe for free. The dataset was downloaded from Kaggle, if you click the link below, you'll go directly to the dataset page.

External resources

  • Superstore Dataset on Kaggle.com
  • The Data Alchemist's Transformation Scroll
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.2
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    KNIME Autoregressive integrated moving average (ARIMA)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.2

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Timeseries nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime

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