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CompTIA DY0-001 Exam - Topic 2 Question 24 Discussion

A data scientist needs to analyze a company's chemical businesses and is using the master database of the conglomerate company. Nothing in the data differentiates the data observations for the different businesses. Which of the following is the most efficient way to identify the chemical businesses' observations?
C) Consult with the business team to identify which sites are responsible for chemical operations and ingest only the relevant data for analysis.
A) Ingest the data from all of the hard drives and perform exploratory data analysis to identify which business is responsible for chemical operations.
B) Perform analysis on all of the data and create a summary report on the results relevant to chemical operations.
D) Ingest data from the hard drive containing the most data and present sample results on the chemical operations.

CompTIA DY0-001 Exam - Topic 2 Question 24 Discussion

Actual exam question for CompTIA's DY0-001 exam
Question #: 24
Topic #: 2
[All DY0-001 Questions]

A data scientist needs to analyze a company's chemical businesses and is using the master database of the conglomerate company. Nothing in the data differentiates the data observations for the different businesses. Which of the following is the most efficient way to identify the chemical businesses' observations?

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Suggested Answer: C

Engaging the business team leverages domain expertise to pinpoint which records pertain to chemical operations, allowing you to extract and analyze just the relevant subset. This avoids the time and resource waste of ingesting and sifting through unrelated data.


by Jennifer at Aug 15, 2026, 05:17 PM

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