Free Python Institute PCAD-31-02 Practice Test & Real Exam Questions

  • Exam Code/Number: PCAD-31-02
  • Exam Name/Title: Python Institute Certified Associate Data Analyst with Python (PCAD-31-02)
  • Certification Provider: Python Institute
  • Corresponding Certification: Python Institute Certification
  • Exam Questions: 146
  • Updated On: Jul 07, 2026
Which method allows you to detect and remove rows with duplicate values across all columns in a Pandas DataFrame?
Correct Answer: D Vote an answer
Which operations are valid and commonly used on Python lists during data transformation tasks?
(Choose two)
Correct Answer: B,D Vote an answer
Which methods are typically used to assess relationships between variables in exploratory data analysis?
(Choose two)
Correct Answer: A,D Vote an answer
Which of the following is the most suitable data structure in Python for representing a tabular row with column names?
Correct Answer: D Vote an answer
Which chart types are commonly used to represent relationships between two numerical variables in Python-based visualizations?
(choose two)
Response:
Correct Answer: B,C Vote an answer
What is the outcome of the following code?
data = [5, 10, 15]
result = [x**2 for x in data if x > 5]
print(result)
Correct Answer: B Vote an answer
When performing bootstrapping on a dataset with 500 observations, what is a typical procedure?
Correct Answer: A Vote an answer