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Automatic Cleaning Workflow

Data cleaningEDA
C
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Sep 25, 2020 4:04 PM
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This workflow contains several components that do a basic data cleaning and exploration. Most components have a splitting function that makes it convenient to process the data according to the task at hand. The sequence of the components can be changed, and users can select part of the components according to the task. Note: 1. If a type of data is missing from the data set, the subsequent workflow will not run. 2. "Date Format" component requires selecting columns manually. 3. The metanodes are to report on the names of the splitted columns.
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.3.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.2.2, 4.3.0

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME JavaScript Views (Labs)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.2.3

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME Statistics NodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime

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