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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

1. In a scatter plot showing the relationship between advertising spend and sales revenue, the points form a tight upward-sloping pattern. What conclusion can be drawn?

A) Advertising has no effect on sales
B) The data shows no apparent relationship
C) There is a strong positive correlation
D) The correlation is weak and likely negative

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

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

3. Which features of object-oriented patterns improve clarity and reusability in Python analysis workflows?
(Choose all that apply)

A) Applying inheritance to avoid redundant code
B) Using global variables instead of object properties
C) Encapsulating behavior in class methods
D) Replacing all functions with lambda expressions

4. Which of the following exceptions would most likely be raised if a string is directly converted to an integer in Python?

A) IOError
B) RuntimeError
C) ValueError
D) TypeError

5. What is the primary purpose of using a requirements.txt file in Python-based data projects?

A) To list the packages and versions required for consistent environment setup
B) To track script runtime dependencies during execution
C) To automatically compress source code for deployment
D) To store the current working directory of Python modules

Solutions: