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Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

1. A health researcher uses wearable devices to record physical activity and sends a survey to randomly selected participants across age groups.
Why can this approach be effective? Select the best answer.

A) It relies on observational methods, which are more accurate than surveys or sensors.
B) It limits sampling to one demographic, ensuring high-quality data within a specific group.
C) It combines automated data collection with representative sampling, reducing the risk of bias.
D) It uses unstructured interviews to validate automated tracking, improving bias detection.

2. A Python script evaluates the expression len(" "). The programmer assumes it might be zero because it looks empty. What will the actual result be?

A) 1
B) None
C) 0
D) Error

3. 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) None
C) Error
D) True

4. 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, 3
B) 2, 4, 6
C) 1, 3, 5
D) 1, 2, 3, 4, 5

5. Consider a Python program that assigns a string value "5" to a variable and then attempts to multiply it by an integer 3. The programmer expects numeric multiplication. What will actually happen when the code is executed?

A) 8
B) Error
C) 15
D) "555"

Solutions: