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Following are some reference material for actual Python Institute PCED-30-02 exam test

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

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

2. An online retailer collects customer reviews, order transaction logs, and product ratings.
Which of the following correctly classifies these types of data? Select the best answer.

A) Product ratings are quantitative and unstructured; customer reviews are structured and qualitative; transaction logs are quantitative and unstructured.
B) Product ratings are quantitative and structured; customer reviews are qualitative and unstructured; transaction logs are structured and quantitative
C) Product ratings are qualitative and structured; customer reviews are qualitative and unstructured; transaction logs are quantitative and semi-structured.
D) Product ratings are qualitative and unstructured; customer reviews are quantitative and structured; transaction logs are semi-structured and qualitative.

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

4. The following chart shows how a student spends 24 hours in a day:

Which statements are most accurate? (Choose two.)

A) Leisure accounts for a moderate portion of the student's daily schedule, larger than commuting but smaller than the time spent at school.
B) Commuting is the second most time-consuming activity.
C) School and homework together take up half of the day's time.
D) Sleep and school take up the majority of time in a day.
E) More time is spent commuting than on leisure.
F) Leisure and meals combined equal the time spent at school.

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.

A) Pie chart
B) Line chart
C) Bubble chart
D) Bar chart

Solutions: