Exam Name: PCED - Certified Entry-Level Data Analyst with Python
Certification Provider: Python Institute
Corresponding Certification: Python Institute PCED
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Updated: Sep 30, 2026
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Python Institute PCED-30-02 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Analysis and Visualization | - Data cleaning and preprocessing
|
| Basic Statistics for Data Analysis | - Descriptive statistics
|
| Python Programming Fundamentals | - Basic syntax and data types
|
| Data Handling and Processing with Python | - Working with data structures
|
Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:
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. The more meetings a team had, the more projects they finished, especially in high-performing teams like Omega and Delta."
- B. "Teams with 5-6 weekly meetings tended to complete more projects than those with very high or very low meeting counts."
- C. "Project completion numbers were nearly identical across all teams, averaging 3.25 per month."
- D. "Gamma and Omega were outliers that inflated the meeting average, but most teams finished about 3 projects per month."
Correct Answer: B 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
An e-commerce site records every product view and purchase.
Which of the following best describes how these logs become marketing insights?
- A. Raw event logs are validated, organized, and compiled into datasets - like timestamped user actions - which then support system debugging.
- B. Raw event logs are structured, analyzed, and interpreted into information - like conversion rates by product - which then builds knowledge of customer preferences.
- C. Raw event logs are stored, archived, and indexed - like by user ID and session - which then facilitate audit trails.
- D. Raw event logs are filtered, aggregated, and formatted into summaries - like total visits per category - which then provide traffic reports.
Correct Answer: B 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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. 24
- C. 14
- D. 20
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
A list is defined as [1, 2, 3]. The programmer uses the method .append([4, 5]). What will the resulting list look like after execution?
- A. [4,5,1,2,3]
- B. Error
- C. [1,2,3,4,5]
- D. [1,2,3,[4,5]]
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
A list is reversed using slicing: lst[::-1]. The programmer wants to confirm whether this modifies the original list or creates a new one. What is the correct behavior?
- A. Returns None
- B. Error
- C. Creates new list
- D. Modifies original
Correct Answer: C 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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