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

1. A variable is assigned using chained assignment: a = b = c = 10. The developer then changes b =
5. What will be the value of a after this operation?

A) Error
B) None
C) 10
D) 5

2. You are reviewing a report that compares the number of weekly client meetings and project completion rates across teams. The table below summarizes the data for each team:

Which statement best describes the data shown above? Select the best answer.

A) "Project completion numbers were nearly identical across all teams, averaging 3.25 per month."
B) The more meetings a team had, the more projects they finished, especially in high-performing teams like Omega and Delta."
C) "Teams with 5-6 weekly meetings tended to complete more projects than those with very high or very low meeting counts."
D) "Gamma and Omega were outliers that inflated the meeting average, but most teams finished about 3 projects per month."

3. A financial technology company is reviewing its data practices to ensure legal and ethical compliance.
Which of the following actions would support responsible data handling and align with regulations like GDPR, HIPAA, and CCPA? (Choose two.)

A) Retaining user data permanently unless users explicitly request deletion.
B) Providing users with a clear explanation of how their data is used and obtaining explicit consent.
C) Implementing encryption for both stored and transmitted customer data.
D) Automatically opting users into data sharing unless they manually change settings.
E) Limiting data access only to marketing staff to streamline personalization.

4. A script attempts to divide two numbers using / and //. The values are 7 and 2. The developer wants to understand the difference between true division and floor division. What are the results respectively?

A) 3 and 3.5
B) 3.5 and 3
C) 3 and 4
D) 4 and 3

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

Solutions: