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

2. A Data Analyst needs to create a custom filter called state in a Snowflake dashboard using a SQL query.
Which query will include this custom filter?

A) select avg(total_income), state from taxpayer_wages group by state having state = @state;
B) select avg(total_income), state from taxpayer_wages group by state having state = 'state';
C) select avg(total_income), state from taxpayer_wages group by state having state = state;
D) select avg(total_income), state from taxpayer_wages group by state having state = :state;

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

A) Option C
B) Option D
C) Option B
D) Option A

4. A table named STUDENT is created:

What will be the output?

A)

B)

C)

D)

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

Solutions: