Python Institute PCAD-31-02 exam : Python Institute Certified Associate Data Analyst with Python (PCAD-31-02)

PCAD-31-02 Exam Simulator
  • Exam Code: PCAD-31-02
  • Exam Name: Python Institute Certified Associate Data Analyst with Python (PCAD-31-02)
  • Updated: Jun 09, 2026
  • Q & A: 146 Questions and Answers

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:

1. What is the purpose of using the groupby() function in a Pandas DataFrame when analyzing a dataset with multiple categories and numerical values?

A) To append new rows to the DataFrame
B) To sort the DataFrame by a specific column
C) To split the data into subgroups for aggregation
D) To filter rows based on index values


2. What is the outcome of the following code?
data = [5, 10, 15]
result = [x**2 for x in data if x > 5]
print(result)

A) [10, 15]
B) [25, 100]
C) [100, 225]
D) [25, 100, 225]


3. Which method in a Python class is responsible for initializing the object's attributes at the time of creation?

A) __init__()
B) __main__()
C) __str__()
D) __getattr__()


4. Which SQL clause is most appropriate when you need to filter records that meet a specific condition during data retrieval in an analytics pipeline?

A) GROUP BY
B) HAVING
C) WHERE
D) ORDER BY


5. Which method is typically used in Pandas to check if a column contains only values within an expected range?

A) df.clip()
B) df.sample()
C) df.isin()
D) df.sort_values()


Solutions:

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

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