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The batch layer stores the master dataset and computes views which are sent to the serving layer for indexing and keeping track of the most current results.
Linked data preparation including building a master dataset and calculating the SV can improve data quality and enhance data function.
Linked data preparation, including building the master dataset and calculating the SV, can improve data quality and enhance data function.
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The more data to be linked when building the master dataset, including internal and external datasets, the greater the chance of improving data quality (including consistency and completeness), and the larger the amount of information made available for research.
The consistency of values for variables that repeatedly appear in the master dataset can be checked and completeness improved [ 13].
An optimal linked master dataset should cover all life events and health conditions of a study population in the long term.
The master dataset included all available information for the study and could be tailored for different analyses.
For a mother's perinatal psychiatric study, the master dataset will be more useful if it includes, in addition to mothers' and babies' information, fathers' data and other data collections such as the national health insurance data (Medicare), RBDM and the hospital- based Emergency Department Data Collection (EDDC).
Several micro datasets were combined to create the master dataset.
The master dataset was created in three steps.
As a result of this final merge, 45percentt of the firms that are in the CIS 3.5 remain included in the master dataset.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com