Description: The Open Data Product Specification is a vendor-neutral, open-source machine-readable data product metadata model. It defines the objects and attributes as well as the structure of digital data products.
standard (858) metadata (140) specification (93) dataproduct (1)
A data product is a product or service that is based on data and provides value to users. It combines data from various sources, analyzes it using algorithms, and presents the results in a user-friendly way, such as through visualizations, dashboards, reports, or as datasets or streams.
Examples of data products include: Personalized recommendations on an e-commerce website based on a customer's purchase history and browsing behavior ( example ) Real-time traffic updates based on GPS data from millions of connected vehicles. ( example ) Predictive maintenance systems that use data from sensors to identify potential equipment failures before they occur ( example ) Healthcare analytics platforms that use data from electronic health records to improve patient outcomes. ( example )
Data products can be built for a variety of industries and purposes, and are typically powered by data science, machine learning, and artificial intelligence techniques. They enable organizations to make data-driven decisions, improve customer experiences, and gain a competitive advantage.