Fix bug in cluster_centroids() function#245
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jenniferfedor merged 1 commit intodevelopfrom Dec 4, 2025
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This PR fixes a minor bug that can occur when processing phone locations features with the DORYAB provider. When the stationary data without outliers are empty, we get the following error when attempting to compute the top n significant locations cluster centroid features:
KeyError: 'local_segment'. This occurs because when the input data for clustering are empty, the output of thecluster_centroids()function contains an unexpected "index" column and is missing the expected "local_segment" and "cluster_label" columns. To fix this, we drop the "index" column if present and add the "local_segment" and "cluster_label" columns if missing from thecentroidsdataframe.