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Fuzzy Address Matching

alexanderfillbrunn profile image
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Aug 12, 2021 8:48 AM
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This node matches a set of string columns against a reference table and appends an identifying column (the ID column) of the closest match to the original table. The individual columns are compared with their counterparts in the reference table using the Levenshtein Distance and can be weighted. Please note that at least 2 columns need to be selected.

Component details

Input ports
  1. Type: Table
    Input Table
    The table with the addresses to be matched against the reference table.
  2. Type: Table
    Reference Table
    The table with the reference addresses.
Output ports
  1. Type: Table
    Input Table with ID Column
    The input table with the ID of the closest match from the reference table.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.3.3 Note: Not all extensions may be displayed.
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.3

    knime
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    KNIME Ensemble Learning WrappersTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.3.3

    knime

This component does not have nodes, extensions, nested components and related workflows

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