Python Institute PCED-30-02 : PCED - Certified Entry-Level Data Analyst with Python

PCED-30-02 pass collection

Exam Code: PCED-30-02

Exam Name: PCED - Certified Entry-Level Data Analyst with Python

Updated: Aug 12, 2026

Q & A: 52 Questions and Answers

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Python Institute PCED-30-02 Exam Syllabus Topics:

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

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

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

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


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


                          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 and 4
                          C) 3.5 and 3
                          D) 4 and 3


                          5. You are writing a function to validate battery voltage readings. The rules are:
                          - If the reading is "MISSING"or None, return "Missing".
                          - If the value is below 2.5or above 4.2, return "Outlier".
                          Otherwise, return "Normal".
                          Which version correctly implements this logic using the most robust conditional and nested structures? Select the best answer.

                          A)

                          B)

                          C)

                          D)


                          Solutions:

                          Question # 1
                          Answer: C
                          Question # 2
                          Answer: B
                          Question # 3
                          Answer: A
                          Question # 4
                          Answer: C
                          Question # 5
                          Answer: B

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