Data Ethics and Privacy MCQ Questions and Answers

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What is the primary purpose of a "privacy policy" in data science and data ethics?

A) To restrict data sharing B) To outline how data will be used C) To gather more data D) To improve data accuracy

Discuss

Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What is the term for the practice of hiding sensitive data while still providing access to useful information in data ethics?

A) Data sharing B) Data masking C) Data protection D) Data encryption

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

In data ethics and privacy, what does "data minimization" mean?

A) Collecting as much data as possible B) Collecting only necessary data C) Collecting data secretly D) Deleting all collected data

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What does "de-identification" refer to in data privacy and ethics?

A) Identifying data sources B) Anonymizing data sources C) Removing data sources D) Tracking data sources

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What ethical principle emphasizes the importance of holding individuals and organizations accountable for their data practices?

A) Transparency B) Accountability C) Fairness D) Confidentiality

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What is the primary objective of "data anonymization" in data ethics and privacy?

A) To increase data accessibility B) To protect sensitive information C) To improve data quality D) To reduce data volume

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

In data science, what does "consent withdrawal" mean in the context of data collection?

A) Collecting data without permission B) Allowing data to be shared C) Revoking permission to collect data D) Ignoring data preferences

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Answer & Solution

Answer: Option C

No explanation is given for this question. Let's Discuss on Board

What is the primary purpose of "data encryption" in data ethics and privacy?

A) To increase data accessibility B) To protect data during transmission C) To improve data quality D) To simplify data analysis

Discuss

Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

Which term refers to the practice of removing personally identifiable information from data while retaining its utility?

A) Data masking B) Data aggregation C) Data obfuscation D) Data compartmentalization

Discuss

Answer & Solution

Answer: Option A

No explanation is given for this question. Let's Discuss on Board

What ethical principle emphasizes the importance of providing clear and understandable information about data practices to individuals?

A) Transparency B) Accountability C) Fairness D) Confidentiality

Discuss

Answer & Solution

Answer: Option A

No explanation is given for this question. Let's Discuss on Board

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Data Ethics and Privacy MCQ Questions and Answers | Data Science MCQs