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

PCED-30-02 Exam Questions
  • Exam Code: PCED-30-02
  • Exam Name: PCED - Certified Entry-Level Data Analyst with Python
  • Updated: Aug 14, 2026
  • Q & A: 52 Questions and Answers
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Python Institute PCED-30-02 Exam Syllabus Topics:

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

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

                          1. A student writes a program using input() to collect user data, then tries to add 5 to the input value without conversion. The program crashes. What is the most likely cause of this behavior?

                          A) input returns string
                          B) input returns int
                          C) input returns float
                          D) Syntax error


                          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) True
                          B) None
                          C) False
                          D) Error


                          3. Given the following string:
                          text = "Report2024Final"
                          Which of the following statements are entirely correct? (Choose two.)

                          A) text.isalpha()returns True, and text.find ("2024")returns True
                          B) text.capitalize()changes Finalto lowercase, and text.find ("L")returns True
                          C) text[6:8].isdigit()returns True, and text.endswith("Final")returns True
                          D) text[-6].isdigit() returns True, text.startswith("r") returns True
                          E) text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
                          F) text[0:6].isalpha() returns True, and text.find("2024") returns 6


                          4. 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)


                          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: A
                          Question # 2
                          Answer: A
                          Question # 3
                          Answer: B,C,F
                          Question # 4
                          Answer: C
                          Question # 5
                          Answer: B

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