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In the context of a large-scale e-commerce platform, you are tasked with implementing a solution to monitor and visualize data anomalies in real-time to quickly identify and address potential issues such as fraudulent transactions or system failures. The solution must integrate seamlessly with existing Google Cloud services, support custom visualizations, and allow for real-time data updates. Considering these requirements, which Google Cloud tool is specifically designed for detecting and visualizing data anomalies under these constraints? Choose the best option.
A
BigQuery: A serverless, highly scalable data warehouse that enables super-fast SQL queries using the processing power of Google's infrastructure.
B
Dataflow: A fully managed service for transforming and enriching data in stream and batch modes with equal reliability and expressiveness.
C
AI Platform: A unified platform to train, deploy, and manage machine learning models at scale, offering tools for every step of the ML workflow.
D
Data Studio: A powerful data visualization tool that allows for the creation of custom dashboards and charts to uncover outliers, trends, and unexpected patterns in real-time.