SOL-C01 Exam Dumps | You are exploring a large dataset in Snowflake with millions of rows. You want to get a quick overview

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Question 66/155

You are exploring a large dataset in Snowflake with millions of rows. You want to get a quick overview of the data types and basic statistics for each column in a table named 'ORDERS in the
'SALES SCHEMA' schema of the 'RETAIL DB' database. Which of the following methods provides the most efficient and comprehensive overview of the data without requiring you to write complex SQL queries?

A. Use the DESCRIBE TABLE command to display the column definitions.

B. Use the Snowflake web interface to navigate to the table and view the 'Columns' tab.

C. Use the `SELECT FROM LIMIT 10;' command followed by manually inspecting the data types.

D. Use the `SELECT column_name, data_type FROM INFORMATION SCHEMA.COLUMNS WHERE table_name = 'ORDERS' AND table_schema = 'SALES_SCHEMA' AND table_catalog =
'RETAIL_DB';' command.

E. Use Snowflake's data profiling features within Snowsight, selecting the 'Orders' table and viewing the automatically generated statistics.

Correct Answer: E

Snowsight's data profiling feature automatically provides data types, statistics (min, max, average, etc.), and histograms without requiring any SQL. 'DESCRIBE TABLE only gives column definitions, not statistics. Viewing the 'Columns' tab in the web interface gives column definitions.
'SELECT LIMIT Iff only shows sample data, not data types of all columns. Using the
'INFORMATION_SCHEMR provides only the data types but not any statistics. Snowflake's data profiling within Snowsight gives both. So, 'E' is the correct answer.

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