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

1. A loop includes a break statement when a condition is met. The programmer wants to understand how break affects loop execution. What happens when break is executed inside the loop?

A) Loop restarts
B) Skips one iteration
C) Error
D) Loop ends immediately

2. A variable is assigned using chained assignment: a = b = c = 10. The developer then changes b =
5. What will be the value of a after this operation?

A) 5
B) 10
C) None
D) Error

3. Which task is traditionally or typically performed by a data analyst, and not by a data scientist or analytics specialist? Select the best answer.

A) Designing a data pipeline to ingest and process real-time sensor data.
B) Recommending pricing strategies using predictive modeling and A/B testing.
C) Developing machine learning algorithms to predict user behavior.
D) Creating summary tables and charts to describe patterns in historical data.

4. You are reviewing a report that compares the number of weekly client meetings and project completion rates across teams. The table below summarizes the data for each team:

Which statement best describes the data shown above? Select the best answer.

A) "Teams with 5-6 weekly meetings tended to complete more projects than those with very high or very low meeting counts."
B) The more meetings a team had, the more projects they finished, especially in high-performing teams like Omega and Delta."
C) "Project completion numbers were nearly identical across all teams, averaging 3.25 per month."
D) "Gamma and Omega were outliers that inflated the meeting average, but most teams finished about 3 projects per month."

5. Below are six possible summaries for your presentation:
- Summary 1: "The data revealed a moderate positive correlation between age and recycling frequency. While 72% of students reported recycling paper regularly, only 39% reported recycling plastic."
- Summary 2: "Analysis showed notable differences in recycling habits by material type, with paper being most recycled and plastic least recycled."
- Summary 3: "Older kids recycled more than younger ones. Paper was the most recycled item- plastic got forgotten a lot."
- Summary 4: "Student responses showed positive environmental habits overall, though participation varied by waste type."
- Summary 5: "A lot of students said they recycle. Some didn't answer every question, so we couldn't figure out everything."
- Summary 6: "We asked more than 300 students about recycling. Most said they recycle paper, but way fewer recycle plastic." Which communication style is the best fit for Group A (data scientists) and Group B (12-year- olds), respectively? Select the best answer.

A) Summary 6 for Group A, Summary 3 for Group B
B) Summary 2 for Group A. Summary 6 for Group B
C) Summary 1 for Group A, Summary 3 for Group B
D) Summary 6 for Group A, Summary 5 for Group B
E) Summary 4 for Group A, Summary 3 for Group B
F) Summary 1 for Group A, Summary 6 for Group B

Solutions: