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

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 chart should be in 3D format to show depth and highlight differences more clearly.
D) The graph doesn't explain what each stress level means or show exact values for each month, which limits interpretation.
E) The months should be replaced with week numbers to provide more detailed insight.

2. A list is reversed using slicing: lst[::-1]. The programmer wants to confirm whether this modifies the original list or creates a new one. What is the correct behavior?

A) Modifies original
B) Creates new list
C) Returns None
D) Error

3. 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) True
B) None
C) Error
D) False

4. How do the analysis and visualization stages of the data lifecycle typically work together?

A) Analysis identifies patterns and insights in processed data, which are then communicated through visualizations for informed decision-making.
B) Analysis produces charts and graphs, while visualization interprets the data to detect outliers.
C) Analysis summarizes archived data, and visualization transforms it into structured tables for storage.
D) Analysis retrieves raw inputs from dashboards, while visualization uses that input to clean the data.

5. 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.