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Use Cases: What, When, How.
What are the drivers for your outcome AFTER adjusting for time? Auto-periodicity Detection, Correlations, etc.
Anomaly Detection, Sales Drivers, Predictive Maintenance, Segmentation, etc
Event Impact: A/B Analysis, Treatment/Control, External Events (e.g., Covid)
Discover categories/themes in your data. Categorise new data as it comes in. Or flag anomalous words as they come
Yield Optimisation, Sales Drivers, Churn Predictors, Credit Risk Drivers, etc.