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Last Updated: Jul 30, 2026
No. of Questions: 52 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Visualization and Communication | 20% | - Principles of effective data visualization
|
| Topic 2: Working with Data and Performing Simple Analysis | 25% | - Data acquisition and loading
|
| Topic 3: Introduction to Data and Data Analysis Concepts | 22.5% | - Definition and classification of data
|
| Topic 4: Python Basics for Data Analysis | 32.5% | - Core Python syntax and data types
|
1. A healthcare provider analyzes patient records to determine that appointment cancellations spike during weather alerts and flu season.
What type of analytics is this?
A) Prescriptive analytics - it automates patient rescheduling based on cancellation patterns.
B) Predictive analytics - it uses weather and illness trends to forecast future cancellations.
C) Descriptive analytics - it reports appointment numbers across past seasons.
D) Diagnostic analytics - it identifies reasons behind patterns in patient behavior.
2. A teacher wants to compare the number of students in different school clubs:
Which type of chart would be most appropriate to show this comparison? Select the best answer.
A) Line chart
B) Pie chart
C) Bubble chart
D) Bar chart
3. A Python script includes the expression not False and True. The developer is unsure how logical operators are evaluated in terms of precedence. What will be the final Boolean result of this expression?
A) False
B) None
C) Error
D) True
4. A dictionary is defined as d = {"a":1, "b":2}. The programmer accesses d["c"]. What happens when this line executes?
A) Returns 0
B) Raises KeyError
C) Adds key automatically
D) Returns None
5. You want to safely read the contents of a file named records.txtand store them in a list. Your requirements are:
- The file should be automatically closed after reading,
- The code should check whether the file exists before opening it, and
- It should handle missing file errors gracefully.
Which of the following is the most appropriate way to accomplish this task in Python? Select the best answer.
A)
B)
C)
D) 
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: C |
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