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

1. Which SQL clause is most appropriate when you need to filter records that meet a specific condition during data retrieval in an analytics pipeline?

A) GROUP BY
B) WHERE
C) ORDER BY
D) HAVING

2. Which of the following are limitations of manual data collection methods?
(Choose two)

A) High scalability
B) Seamless integration with big data tools
C) Increased chance of human error
D) Time-consuming process

3. Which technique is considered a primary defense against SQL injection when executing database queries from Python?

A) Encrypting the database connection
B) Closing the database cursor after each query
C) Escaping quotes manually in SQL strings
D) Using parameterized queries

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

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

5. When creating a line chart with Matplotlib, which function is most appropriate to add a text label at a specific data point?

A) plt.annotate()
B) plt.title()
C) plt.xlabel()
D) plt.legend()

Solutions: