Example: Definition of Context, Fields, and Stanzas

Here's an example configuration of Fields, Segmentations, and Stanzas for Smart Brandz Inc. (Note: we do not define segmentation for top_tagged_brand since it is a string field and therefore its segmentation is created implicitly. The same holds for boolean fields)

{ "fields": { "company-id": { "type": "string" }, "browser": { "type": "string" }, "text_length": { "type": "numeric", "segmentations": { "example_segmentation_name": { "default": true, "discrete": true } } }, "number_of_tagged_brands": { "function": "array_length", "source": [ "classification_results" ], "type": "numeric" }, "top_tagged_brand": { "source": "top_tagged_brand", "type": "string" }, "sentiment_score": { "source": "sentiment.score", "type": "numeric", "segmentations": { "example_segmentation_name": { "default": true, "min_value": 0, "max_value": 300, "should_log": true } } } }, "stanzas": { "general": { "segment_by": [ "company-id", "browser" ], "metrics": [ "sentiment_score", "number_of_tagged_brands", "text_length" ], "verses": [ { "type": "AverageDrift", "min_anomaly_level": 0.25, "min_segment_size": 5000 }, { "type": "AverageOutlier", "trend_directions": [ "desc" ], "min_anomaly_level": 0.9, "time_period": "4w", "min_segment_size": 4000 } ] } } }

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