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Question 99 - CBDA discussion

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A merger has been completed between two telecommunication companies and the analytic practices from both organizations are being joined. The newly formed analytics department will create a task force of data experts to combine the data from both companies into a structure usable for future analytics initiatives. Which of the following activities would provide a high level understanding about any potential data issues that might be encountered when merging sources?

A.
Data conversion
Answers
A.
Data conversion
B.
Data cleansing
Answers
B.
Data cleansing
C.
Data migration
Answers
C.
Data migration
D.
Data profiling
Answers
D.
Data profiling
Suggested answer: D

Explanation:

Explanation: According to the Guide to Business Data Analytics, data profiling is a technique that analyzes the structure, content, and quality of data sources. Data profiling can help identify data issues such as missing values, outliers, inconsistencies, duplicates, and errors. Data profiling can also provide information about the data types, formats, ranges, distributions, and relationships of data elements. Data profiling can help prepare data for data conversion, data cleansing, and data migration by providing a high level understanding of the current state of data and the potential challenges and risks involved in transforming and integrating data from different sources.

asked 18/09/2024
Katlego Nkwane
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