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

1. Which SQL commands can be used to modify the contents of a table's data directly?
(Choose all that apply)

A) INSERT
B) UPDATE
C) DELETE
D) SELECT

2. Which type of chart is most appropriate when comparing the distribution of a numerical variable across multiple categories?

A) Pie chart
B) Box plot
C) Line chart
D) Scatter plot

3. In a scatter plot showing the relationship between advertising spend and sales revenue, the points form a tight upward-sloping pattern. What conclusion can be drawn?

A) The data shows no apparent relationship
B) Advertising has no effect on sales
C) There is a strong positive correlation
D) The correlation is weak and likely negative

4. Which characteristics are commonly associated with cloud-based data storage solutions?

A) Requires dedicated local hardware
B) Physical proximity to user machines
C) High availability and redundancy
D) Elastic scalability

5. What is the primary advantage of using web scraping as a data collection method in business analytics?

A) It allows automation of data collection from public sources
B) It guarantees real-time data accuracy
C) It eliminates the need for data cleaning
D) It ensures compliance with privacy laws

Solutions: