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Updated: Sep 08, 2026
Q & A: 52 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Introduction to Data and Data Analysis Concepts | 22.5% | - Data Analysis Process and Workflow
|
| Topic 2: Python Basics for Data Analysis | 32.5% | - File Handling
|
| Topic 3: Communicating Insights and Reporting | 12.5% | - Data Visualization
|
| Topic 4: Working with Data and Performing Simple Analyses | 32.5% | - Simple Analytical Techniques
|
Question 1
A Python script checks membership using "a" in "apple". The developer wants to understand how membership works for strings. What result will this expression produce?
A. False
B. True
C. Error
D. None
Question 2
A loop is designed using range(1, 6, 2) to iterate through numbers. The developer wants to know exactly which values will be generated during execution. Which sequence correctly represents the values produced?
A. 1, 2, 3, 4, 5
B. 1, 3
C. 2, 4, 6
D. 1, 3, 5
Question 3
A loop includes a break statement when a condition is met. The programmer wants to understand how break affects loop execution. What happens when break is executed inside the loop?
A. Loop restarts
B. Loop ends immediately
C. Error
D. Skips one iteration
Question 4
A program uses while False: followed by print statements inside the loop. The developer expects output. What will actually happen during execution?
A. No execution
B. Infinite loop
C. Prints once
D. Error
Question 5
An online retailer collects customer reviews, order transaction logs, and product ratings.
Which of the following correctly classifies these types of data? Select the best answer.
A. Product ratings are qualitative and unstructured; customer reviews are quantitative and structured; transaction logs are semi-structured and qualitative.
B. Product ratings are quantitative and unstructured; customer reviews are structured and qualitative; transaction logs are quantitative and unstructured.
C. Product ratings are quantitative and structured; customer reviews are qualitative and unstructured; transaction logs are structured and quantitative
D. Product ratings are qualitative and structured; customer reviews are qualitative and unstructured; transaction logs are quantitative and semi-structured.
Solutions:
| Question 1 Answer: B | Question 2 Answer: D | Question 3 Answer: B | Question 4 Answer: A | Question 5 Answer: C |
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