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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Data Visualization and Communication
SQL and Data Management
Statistical Methods and Modeling
Exploratory Data Analysis
Data Acquisition and Pre-Processing29.2%

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q14-Q19):

NEW QUESTION # 14
When analyzing a dataset, which of the following functions would best help detect skewness or asymmetry in the data distribution?

Answer: D


NEW QUESTION # 15
Which Python construct allows you to iterate over a list of dictionary values and apply conditional logic to accumulate numerical values that meet a certain threshold?

Answer: D


NEW QUESTION # 16
Why might using a pie chart to represent category proportions be less effective than a bar chart?

Answer: B


NEW QUESTION # 17
Which file formats are commonly used for hierarchical or nested data structures in data acquisition?
(Choose two)

Answer: A,B


NEW QUESTION # 18
What is the most efficient way to handle missing values in a Pandas DataFrame when preparing a dataset for analysis that must maintain original index structure and avoid row deletions?

Answer: D


NEW QUESTION # 19
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