Free Snowflake SnowPro-Advanced-Data-Analyst Exam Questions

Become Snowflake Certified with updated SnowPro-Advanced-Data-Analyst exam questions and correct answers

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Total 236 Questions | Updated On: Jun 15, 2026

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Question 1

A Data Analyst has a Parquet file stored in an Amazon S3 staging area. Which query will copy the data fromthe staged Parquet file into separate columns in the target table?

A :

B :

C :

D :

Answer: C

Question 2

A Data Analyst needs to rotate a table by transforming a wide table’s columns into rows.Which operator will be MOST beneficial for producing this output?

A : PIVOT

B : UNPIVOT

C : INTERSECT

D : EXCEPT

Answer: B

Question 3

What potential problem can be identified in the Query profile below?

A : There is query spilling.

B : There is an exploding join

C : There Is inefficient pruning.

D : The query is not using a foreign Key.

Answer: B

Question 4

When working with CSV, JSON, and Parquet data types in Snowflake, how does selecting the appropriate data format impact query performance and storage efficiency?

A : Parquet format optimizes query performance and reduces storage requirements

B : CSV format enhances query performance and minimizes storage needs

C : JSON format accelerates query execution but increases storage requirements

D : All formats have similar impacts on query performance and storage

Answer: A

Question 5

What potential problem can be identified in the Query profile below?

A : There is query spilling.

B : There is an exploding join

C : There Is inefficient pruning.

D : The query is not using a foreign Key.

Answer: B

Page: 1 / 48

Total 236 Questions | Updated On: Jun 15, 2026

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