A retail business analyst needs to create a dashboard in Looker to monitor the weekly sales performance across various product categories. The business stakeholders require a single-view dashboard that shows key performance metrics such as total revenue, average order value, and weekly growth rates. Which action should the analyst take to best meet these business requirements in Looker?
An online retailer needs to load and transform transactional data from their e-commerce platform to perform near real-time analytics on customer purchasing patterns in BigQuery. Which data pipeline approach is most appropriate to meet these requirements?
You need to design a data pipeline that ingests real-time data from IoT devices into Cloud Storage (GCS) and then processes it using Cloud Dataflow. The pipeline should run automatically, every five minutes, to process new data as it arrives. Which of the following solutions best meets these requirements?
A financial institution needs to prepare data from different transactional systems for machine learning. The data needs initial filtering and validation before loading into BigQuery, where additional, complex transformations will be applied. Which data processing methodology best suits this requirement?