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Python Institute PCED-30-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Visualization and Communication | 20% | - Creating basic visualizations
|
| Topic 2: Working with Data and Performing Simple Analysis | 25% | - Data aggregation and grouping
|
| Topic 3: Python Basics for Data Analysis | 32.5% | - Built-in modules for data work
|
| Topic 4: Introduction to Data and Data Analysis Concepts | 22.5% | - Definition and classification of data
|
Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:
Question 1
You are creating a presentation slide to communicate findings about student stress levels across four categories over a six-month period. You include the following line graph in your presentation:
Your goal is to help your audience clearly understand trends in stress levels over time.
What is the highest problem with this visual presentation? Select the best answer.
A. The font used in the chart is hard to read; using larger, uppercase text would improve clarity.
B. The lines are too light and similar in color, making it difficult to distinguish between trends.
C. The graph doesn't explain what each stress level means or show exact values for each month, which limits interpretation.
D. The chart should be in 3D format to show depth and highlight differences more clearly.
E. The months should be replaced with week numbers to provide more detailed insight.
Question 2
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. Predictive analytics - it uses weather and illness trends to forecast future cancellations.
B. Descriptive analytics - it reports appointment numbers across past seasons.
C. Diagnostic analytics - it identifies reasons behind patterns in patient behavior.
D. Prescriptive analytics - it automates patient rescheduling based on cancellation patterns.
Question 3
You are writing a function named process_data()to read and process numerical input from a file. The function must:
- read the file data.txt,
- attempt to convert the first line into an integer,
- handle file, conversion, or index-related exceptions,
- print the value only if no error occurs,
- and always print a final message after execution.
Which implementation correctly and robustly meets all these conditions? Select the best answer.
A.
B.
C. 
Question 4
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. True
B. None
C. Error
D. False
Question 5
A financial technology company is reviewing its data practices to ensure legal and ethical compliance.
Which of the following actions would support responsible data handling and align with regulations like GDPR, HIPAA, and CCPA? (Choose two.)
A. Implementing encryption for both stored and transmitted customer data.
B. Retaining user data permanently unless users explicitly request deletion.
C. Automatically opting users into data sharing unless they manually change settings.
D. Providing users with a clear explanation of how their data is used and obtaining explicit consent.
E. Limiting data access only to marketing staff to streamline personalization.
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: A | Question 4 Answer: A | Question 5 Answer: A,D |
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