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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. What option would allow a Data Analyst to efficiently estimate cardinality on a data set that contains trillions of rows?

A) Count(Distinct *)
B) Count(Distinct *)/Count(*)
C) HLL(*)
D) SYSTEM$ESTIMATE

2. The image shows a table with a variant column that is storing a JSON record:

This SQL query is run:

What will be the result?

A)

B)

C)

D)

3. A Data Analyst has been analyzing customer data in several worksheets. Each worksheet contains a complex query that provides clean and prepared data for visualizations. The Analyst has also created a Customer Overview dashboard in Snowsight. How should the Analyst add the worksheets in the Customer Analysis database to the dashboard, using the LEAST amount of operational overhead?

A) Open each worksheet, copy the query, then paste the query into the dashboard.
B) Move the worksheets into the dashboard.
C) Copy and paste the worksheets into the dashboard.
D) Query the QUERY_HISTORY view to find those queries, then add the queries into the dashboard.

4. A Data Analyst created a cost overview dashboard in Snowsight. Management has asked for a system date filter to easily change the time period and refresh the data in all dashboard tiles with a single filter selection.
The system date filter is shown below:

The Analyst wants to apply the filter onto individual dashboard components.
Adding which where clause to the queries will apply the filter as required?

A) Where start_time = :daterange
B) Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
C) Where start_time >= dateadd('days', -7, SYSDATE())
D) Where start_time = :date_filter

5. A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
What automatically-generated contextual statistic can be visualized?

A) A frequency distribution, displayed for all numeric columns
B) A histogram, displayed for all numeric, date, and time columns
C) MIN/MAX values for the column
D) A key distribution

Solutions: