Anomaly Detection and Root cause analysis using Spotfire Analytics and Microsoft Cognitive Services 1.0.0

Overview

Based on Spotfire® and Spotfire® Data Science, along with Azure Cognitive Services, the Spotfire Anomaly Detection solution detects and analyzes anomalies/sudden changes in data patterns, discovers root causes and provides suggested actions. Manufacturing, energy, mining and power plant customers use Spotfire Data Science to detect anomalies on historical data from various facilities at scale.

Spotfire calls the Microsoft Containerized Cognitive services using a Spotfire data function via a Python API. As the maintenance engineer detects anomalies onsite, Spotfire's brush-linked visual analytics and data science tooling run root cause anomaly analysis. These analyses are combined with results from the Text Analytics containerized service using key phrase extraction to determine the recommended actions to be taken

Details

Detailed information about this component can be found in this community article.