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Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

1. A program compares two values using == and is. The variables a = 256 and b = 256 are defined.
What is the expected result of a is b in most Python implementations?

A) None
B) False
C) True
D) Error

2. 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) Retaining user data permanently unless users explicitly request deletion.
B) Providing users with a clear explanation of how their data is used and obtaining explicit consent.
C) Implementing encryption for both stored and transmitted customer data.
D) Limiting data access only to marketing staff to streamline personalization.
E) Automatically opting users into data sharing unless they manually change settings.

3. 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 months should be replaced with week numbers to provide more detailed insight.
B) The chart should be in 3D format to show depth and highlight differences more clearly.
C) The graph doesn't explain what each stress level means or show exact values for each month, which limits interpretation.
D) The font used in the chart is hard to read; using larger, uppercase text would improve clarity.
E) The lines are too light and similar in color, making it difficult to distinguish between trends.

4. A government agency collects citizen data for various public services.
What is the primary reason for emphasizing careful data management throughout the entire data lifecycle in this context? Select the best answer.

A) To streamline the initial capture of citizen details and minimize the administrative burden on both staff and the public.
B) To enable seamless sharing of anonymized citizen information with other governmental bodies for collaborative initiatives.
C) To uphold data quality for effective service delivery, safeguard citizen privacy and prevent misuse, and comply with data protection laws.
D) To guarantee the long-term availability and integrity of crucial citizen datasets for future policy formulation and evaluation.

5. 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)

Solutions: