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Updated: Oct 12, 2026
No. of Questions: 146 Questions & Answers with Testing Engine
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Python Institute PCAD-31-02 Exam Overview:
| Certification Vendor: | Python Institute (OpenEDG) |
|---|---|
| Exam Name: | PCAD – Certified Associate Data Analyst with Python |
| Exam Number: | PCAD-31-02 |
| Certificate Validity Period: | 6 years |
| Passing Score: | 75% |
| Exam Price: | from $195 USD (varies by voucher/package) |
| Exam Duration: | 60 minutes |
| Related Certifications: | PCED – Certified Entry-Level Data Analyst with Python PCPD – Certified Professional Data Analyst with Python |
| Exam Format: | Scenario-based questions, Single-select questions, Multiple-select questions |
| Available Languages: | Japanese, English |
| Real Exam Qty: | 48 |
| Recommended Training: | Python Institute Data Analytics Learning Path |
| Exam Registration: | Python Institute PCAD Certification Page OpenEDG Voucher Store |
| Sample Questions: | Python Institute PCAD-31-02 Sample Questions |
| Exam Way: | Online proctored exam via OpenEDG TestNow™ platform |
| Pre Condition: | No formal prerequisites required. Recommended: foundational Python knowledge (e.g., PCED or equivalent experience). |
| Official Syllabus URL: | https://pythoninstitute.org/pcad |
Python Institute PCAD-31-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Visualization and Communication | ||
| Topic 2: SQL and Data Management | ||
| Topic 3: Statistical Methods and Modeling | ||
| Topic 4: Data Acquisition and Pre-Processing | 29.2% | |
| Topic 5: Exploratory Data Analysis |
Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:
What will the following function return?
def average(*args):
return sum(args) / len(args)
average(4, 5, 6)
- A. 15
- B. (4, 5, 6)
- C. 5.0
- D. Error
Correct Answer: C 🗳️
Which of the following practices contributes most to making Python scripts modular and maintainable?
- A. Using global variables freely
- B. Hard-coding file paths in every function
- C. Writing all logic in the global scope
- D. Structuring code with reusable functions and modules
Correct Answer: D 🗳️
What is the primary goal of pre-processing data before performing analysis?
- A. To ensure the data is clean, consistent, and suitable for modeling
- B. To compress datasets for storage efficiency
- C. To minimize the number of data points
- D. To obscure sensitive information
Correct Answer: A 🗳️
Which method in a Python class is responsible for initializing the object's attributes at the time of creation?
- A. __str__()
- B. __main__()
- C. __init__()
- D. __getattr__()
Correct Answer: C 🗳️
Which practices enhance both readability and professionalism in spreadsheet formatting?
(Choose two)
- A. Centering all data regardless of type
- B. Using uniform date formats across columns
- C. Aligning column headers to the left
- D. Applying consistent font and cell styling
Correct Answer: B,D 🗳️
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