Читать книгу Smarter Data Science - Cole Stryker - Страница 35

Four critical elements for enabling data democratization are that the data for which a person or a machine is entitled to see should be:

 Easy to find

 Understandable

 Consumable

 Of sufficient quality

For the most part, being easy to find means that you'll need to unilaterally catalog (or inventory) all of the data that exists within the enterprise and all of the applicable data that exists outside of the enterprise. The other elements are potentially nonunilateral in that understandability, consumability, and data quality are contextual and may vary for different people or different machines. For example, the names Kneel Fischman and Coal Striker may be of insufficient quality for the payroll department but be of sufficient quality for the internal fraud department.