This workflow accesses a sample of data from the airline dataset and detects outlier airports based on the average arrival delay in them. The techniques applied are numeric outlier, z-score, DBSCAN and isolation forest. The outlier airports detected by each of these techniques are visualized on a map of US using the KNIME OSM integration.
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Used extensions & nodes
Created with KNIME Analytics Platform version 4.1.1
Note: Not all extensions may be displayed.
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KNIME AG, Zurich, Switzerland
Version 4.1.1
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KNIME AG, Zurich, Switzerland
Version 4.1.1
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KNIME AG, Zurich, Switzerland
Version 4.1.0
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KNIME AG, Zurich, Switzerland
Version 4.1.0
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KNIME AG, Zurich, Switzerland
Version 4.1.0
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KNIME AG, Zurich, Switzerland
Version 4.1.0
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KNIME AG, Zurich, Switzerland
Version 4.1.1
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License (CC-BY-4.0)