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Valid PCAD-31-02 Exam Tutorial | PCAD-31-02 Test Questions Vce

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q22-Q27):

NEW QUESTION # 22
What is a key advantage of using the Parquet file format over CSV in large-scale data pipelines?

A. Parquet supports schema evolution and columnar storage
B. Parquet files can only be used with Excel
C. Parquet offers row-based compression
D. Parquet stores data in plain text, making it human-readable

Answer: A

NEW QUESTION # 23
Which data collection method is most appropriate when gathering opinions from a target audience at scale?

A. Web scraping
B. Sensor logs
C. Surveys
D. Transactional data

Answer: C

NEW QUESTION # 24
Which SQL commands are typically used to retrieve and manipulate data in a data analysis context?
(Choose all that apply)
Response:

A. INSERT
B. SELECT
C. ROLLBACK
D. UPDATE

Answer: A,B

NEW QUESTION # 25
What is the primary advantage of using web scraping as a data collection method in business analytics?

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

Answer: D

NEW QUESTION # 26
Which operations are recommended when organizing messy tabular data in Pandas for further transformation and statistical modeling?
(choose two)

A. Dropping column headers
B. Converting the DataFrame to a Series
C. Ensuring consistent data types
D. Resetting the index after filtering

Answer: C,D

NEW QUESTION # 27
......

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