The correct answer is to exclude the data because it exceeds the retention period. This is required because a data retention policy defines the maximum time specific data types, such as customer transaction records, can be stored before they must be deleted or archived to comply with legal and regulatory standards. In this scenario, the policy mandates a 5-year retention period, so including 6-year-old data would violate compliance rules and expose the organization to audit failures or legal penalties. On the CompTIA Data+ DA0-001 exam, this question tests your understanding of data governance and lifecycle management, often appearing as a scenario where you must apply a policy rule rather than just recall a definition. A common trap is assuming you can modify or anonymize the data to include it, but the policy strictly prohibits retaining data beyond its defined period. Memory tip: think of a “5-year expiration date” on data—once it’s past, it’s out.
DA0-001 Communicating Data Insights Practice Question
This DA0-001 practice question tests your understanding of communicating data insights. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Refer to the exhibit. A data analyst is creating a report that includes customer transaction data from 6 years ago. According to the policy, what should the analyst do?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Exclude the data because it exceeds the retention period
Option C is correct because the data retention policy specifies that customer transaction data must be retained for only 5 years. Since the data is from 6 years ago, it exceeds the retention period and must be excluded from the report to comply with data governance and regulatory requirements. Including or modifying such data would violate policy and potentially expose the organization to legal or compliance risks.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Anonymize the data before inclusion
Why it's wrong here
Anonymization is for sharing, not for retention compliance.
✗
Flag the data for review
Why it's wrong here
The policy does not require flagging; it requires removal after retention period.
✓
Exclude the data because it exceeds the retention period
Why this is correct
The policy specifies 5 years retention; data older than that should be removed.
Related concept
Read the scenario before looking for a memorised answer.
✗
Include the data since it is valuable for analysis
Why it's wrong here
Including data beyond retention period violates policy.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may assume data can be retained or modified (e.g., anonymized) if it is valuable for analysis, but the policy strictly prohibits using data beyond its retention period, regardless of its potential value or transformation.
Detailed technical explanation
How to think about this question
Data retention policies are often governed by regulations such as GDPR, HIPAA, or PCI DSS, which mandate specific retention periods for different data categories. In practice, organizations implement automated data lifecycle management (DLM) systems that enforce deletion or archival after the retention period expires. For this scenario, the analyst should verify the policy's exact retention duration and ensure that any data older than that period is purged or inaccessible before report generation.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A practitioner preparing for the DA0-001 exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Communicating Data Insights — This question tests Communicating Data Insights — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Exclude the data because it exceeds the retention period — Option C is correct because the data retention policy specifies that customer transaction data must be retained for only 5 years. Since the data is from 6 years ago, it exceeds the retention period and must be excluded from the report to comply with data governance and regulatory requirements. Including or modifying such data would violate policy and potentially expose the organization to legal or compliance risks.
What should I do if I get this DA0-001 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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