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Updated: Jul 31, 2026

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Python Institute PCED-30-02 Exam Overview:

Certification Vendor:Python Institute
Exam Name:PCED - Certified Entry-Level Data Analyst with Python
Exam Number:PCED-30-02
Related Certifications:PCEP - Certified Entry-Level Python Programmer
PCAP - Certified Associate in Python Programming
Available Languages:English
Exam Format:Multiple Choice Questions, Multiple Select Questions
Recommended Training:Python Institute Official Training Resources
Exam Registration:Python Institute Certification Portal
Sample Questions:Python Institute PCED-30-02 Sample Questions
Exam Way:Online proctored exam or test center delivery depending on region
Pre Condition:Basic knowledge of Python programming recommended; no formal prerequisite certification required.
Official Syllabus URL:https://pythoninstitute.org

Python Institute PCED-30-02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Handling and Processing with Python- Data manipulation libraries
  • 1. Pandas fundamentals
    • 2. NumPy basics
      - Working with data structures
      • 1. Lists, tuples, dictionaries
        • 2. Iterating and transformations
          Topic 2: Basic Statistics for Data Analysis- Descriptive statistics
          • 1. Mean, median, mode
            • 2. Variance and standard deviation
              Topic 3: Python Programming Fundamentals- Basic syntax and data types
              • 1. Control flow basics
                • 2. Variables and operators
                  Topic 4: Data Analysis and Visualization- Data cleaning and preprocessing
                  • 1. Data transformation techniques
                    • 2. Missing values handling
                      - Data visualization
                      • 1. Plot interpretation
                        • 2. Matplotlib basics

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

                          1. 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) 24
                          B) 14
                          C) 10
                          D) 20


                          2. 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) None
                          B) False
                          C) True
                          D) Error


                          3. How do the analysis and visualization stages of the data lifecycle typically work together?

                          A) Analysis retrieves raw inputs from dashboards, while visualization uses that input to clean the data.
                          B) Analysis identifies patterns and insights in processed data, which are then communicated through visualizations for informed decision-making.
                          C) Analysis produces charts and graphs, while visualization interprets the data to detect outliers.
                          D) Analysis summarizes archived data, and visualization transforms it into structured tables for storage.


                          4. The following chart shows how a student spends 24 hours in a day:

                          Which statements are most accurate? (Choose two.)

                          A) Leisure and meals combined equal the time spent at school.
                          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) More time is spent commuting than on leisure.
                          E) Commuting is the second most time-consuming activity.
                          F) School and homework together take up half of the day's time.


                          5. 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) [1,2,3,4,5]
                          B) [1,2,3,[4,5]]
                          C) [4,5,1,2,3]
                          D) Error


                          Solutions:

                          Question # 1
                          Answer: D
                          Question # 2
                          Answer: C
                          Question # 3
                          Answer: B
                          Question # 4
                          Answer: B,C
                          Question # 5
                          Answer: B

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