- Exam Code: PCED-30-02
- Exam Name: PCED - Certified Entry-Level Data Analyst with Python
- Updated: Aug 01, 2026
- Q & A: 52 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Python Basics for Data Analysis | 32.5% | - Python Fundamentals
|
| Communicating Insights and Reporting | 12.5% | - Data Visualization
|
| Introduction to Data and Data Analysis Concepts | 22.5% | - Define and Classify Data
|
| Working with Data and Performing Simple Analyses | 32.5% | - Data Analysis with Python Libraries
|
1. You are given two lists representing daily page views and sign-ups on a website:
views = [120, 130, 128, 700, 115, 123, 119, 680, 122]
signups = [12, 15, 13, 50, 11, 14, 10, 55, 13]
You want to:
- remove outliers (views > 600), and
- calculate correlation between the cleaned lists.
Which code accomplishes this correctly? Select the best answer.
A)
B)
C)
D) 
2. A program uses while False: followed by print statements inside the loop. The developer expects output. What will actually happen during execution?
A) Infinite loop
B) Prints once
C) Error
D) No execution
3. 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 limits sampling to one demographic, ensuring high-quality data within a specific group.
B) It uses unstructured interviews to validate automated tracking, improving bias detection.
C) It combines automated data collection with representative sampling, reducing the risk of bias.
D) It relies on observational methods, which are more accurate than surveys or sensors.
4. You are given a short Python script that uses both arithmetic and assignment operators. The variable x is initialized as 4, then updated using x *= 2 + 3. What will be printed when the final value of x is displayed?
A) 10
B) 14
C) 20
D) 24
5. The following chart shows how a student spends 24 hours in a day:
Which statements are most accurate? (Choose two.)
A) Commuting is the second most time-consuming activity.
B) Leisure accounts for a moderate portion of the student's daily schedule, larger than commuting but smaller than the time spent at school.
C) Sleep and school take up the majority of time in a day.
D) Leisure and meals combined equal the time spent at school.
E) More time is spent commuting than on leisure.
F) School and homework together take up half of the day's time.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B,C |
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