Alteryx Designer Knowledge Base

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K-Centroids Cluster Analysis: No valid fields were selected

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K-Centroids Cluster Analysis: No valid fields were selected

 

When using the K-Centroids Cluster Analysis tool, you may see the following error message:

 

Tool #27: Tool #6: No valid fields were selected.
Tool #41: Tool #6: No valid fields were selected.

 

Environment

 

  • Product - Alteryx Designer Predictive Tools

 

Cause

 

The most common cause for this error message is:

  1. One of the fields selected has no statistical variance (all values are the same)
    • If this is the case, you will often see another error message stating: "One or more of the provided data columns has a single data value."

 

Solution

 

  1. Attach a Field Summary tool (Data Investigation) to the data you are sending into the K-Centroids Cluster Analysis tool
  2. Investigate the results to find any fields no variance

 

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