What is data refinery?
The data refinery tool, available with IBM® Watson® Studio and Watson Knowledge Catalog, saves data preparation time by quickly transforming large amounts of raw data into consumable, high-quality information that’s ready for analytics.
Data refinery features
Analyze and transform your data
Interactively discover, cleanse, and transform your data with over 100 built-in operations. No coding skills are required.
Profile and visualize data
Understand the quality and distribution of your data using dozens of built-in charts, graphs, and statistics. Automatically detect data types and business classifications.
Connect to data wherever it resides
Access and explore data residing in a wide spectrum of data sources within your organization or the cloud.
Governed self-service data preparation
Automatically enforce policies set by data governance professionals.
Schedule job execution
Schedule data flow executions for repeatable outcomes. Monitor results and receive notifications.
Easily scale out via Apache Spark to apply transformation recipes on full data sets. No management of Apache Spark clusters needed.
Available in Watson Studio and Watson Knowledge Catalog