Question

Is there any idea that which of the below is true regarding data preparation and integration thing? 1. Due to data silos exist for the organization and the data must be integrated to reduce data inconsistency often 2. For increasing decision efficiency & data security it must be isolated in separate information systems anyway 3. Actually, vertical data integration enriches existing information and on the other hand horizontal data integration merges tables that hold the same information most of the time. Figure out.

Answer 1

The true statement regarding the data penetration and integration testing is "Due to data silos exist for the organization and the data must be integrated to reduce data inconsistency often". The reason behind it is as follows:

• As we all know data silo is the collection of the information in an organization that is being isolated and also not accessible by various other parts of the organizations. The removal of the data silos can help in getting the right information.
• It also becomes important because using data silos help in making good decision and the integration of the data will reduce the data inconsistency with the help of removing duplicate information from the data files.
• It also helps in reducing the data costs which is why most of the organizations make use of the data silos so that the rest of the organizational structure stays intact and work without any error on it.
• It also becomes easy to build the layers of the hierarchy and management that will help in determining the departments from sharing most of the information.

Hence, these are the reasons why data silos exist for the organization and hence, the data must be kept integrated for reducing the data inconsistency.