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Exploratory Data Analysis and Visualization in Software Analytics Quiz

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Exploratory Data Analysis and Visualization in Software Analytics Quiz

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Questions and Answers

Which of the following best describes exploratory data analysis (EDA)?

A process of analyzing software metrics and performance indicators

A process of exploring and understanding data sets using statistical and graphical methods (correct)

A process of discovering clusters or segments of software products, features, users, or behavior

A process of identifying outliers or anomalies in software metrics

What is the main purpose of EDA in software analytics?

To identify outliers or anomalies in software metrics

To explore and understand software engineering data (correct)

To visualize the distribution of software metrics

To analyze the correlation or causation between software metrics and outcomes

Which of the following can be analyzed using EDA in software analytics?

Software complexity and test coverage

User ratings and revenue

Defects and performance indicators

All of the above (correct)

What is the role of EDA in the data analysis process?

To choose the best techniques for further analysis or modeling (A) Signup and view all the answers

What can EDA help you find in your data?

Patterns, anomalies, relationships, and insights (C) Signup and view all the answers

Which of the following is NOT a benefit of exploratory data analysis (EDA)?

Choosing the best techniques for modeling (A) Signup and view all the answers

What is the purpose of exploratory data analysis (EDA) in software analytics?

To visualize software metrics (A) Signup and view all the answers

What can exploratory data analysis (EDA) help you find in software engineering data?

Causation between software metrics and outcomes (D) Signup and view all the answers

Which of the following is NOT a use of exploratory data analysis (EDA) in software analytics?

Predicting future software trends (C) Signup and view all the answers

What is the role of exploratory data analysis (EDA) in the data analysis process?

EDA helps in choosing the best modeling techniques (D) Signup and view all the answers