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Answers to the Most Common Questions About Snowflake SnowPro Advanced: Data Analyst Certification

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

Question 1

A Data Analyst wants to use pandas code they have previously written to process a column of text and return multiple rows of parsed output for each input value. The Analyst wants to be able to join these results with other tables in a single transaction. Which type of extensibility feature should the Analyst use?

A. Vectorized User-Defined Table Function (UDTF)
B. External function
C. User-Defined Function (UDF)
D. Stored procedure

Question 2

When building a Snowsight dashboard that will allow users to filter data within a worksheet, which Snowflake system filters should be used?

A. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a GROUP BY clause.
B. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a SELECT clause.
C. Include the :daterange system filter in a SELECT clause, and include the :datebucket system filter in a GROUP BY clause.
D. Include the :daterange system filter in a WHERE clause, and include the :datebucket system filter in a GROUP BY clause.

Question 3

A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?

A. DESC RESULT LAST_QUERY_ID();
B. SELECT LAST_QUERY_ID(-1);
C. SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
D. SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());

Question 4

A Data Analyst executes a query in a Snowflake worksheet that returns the total number of daily sales, and the total amount for each sale. How can the Analyst check the distribution of the total amount, without running the query again?

A. Click on the column header in the results and review the histogram.
B. Call the WIDTH_BUCKET function.
C. Go to Chart and select a bar chart that contains the two variables.
D. Go to Chart and select a histogram that includes the two variables.

Question 5

What will the following query return?
SELECT * FROM testtable SAMPLE BLOCK (0.012) REPEATABLE (99992);

A. A sample containing 99992 records of a table in which each block of rows has a 0.012% probability of being included in the sample.
B. A sample of a table in which each block of rows has a 1.2% probability of being included in the sample, with the seed set to 99992.
C. A sample of a table in which each block of rows has a 1.2% probability of being included in the sample where repeated elements are allowed.
D. A sample of a table in which each block of rows has a 0.012% probability of being included in the sample, with the seed set to 99992.

Solutions: