Snowflake DAA-C01 Exam Questions : SnowPro Advanced: Data Analyst Certification Exam

  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Updated: Oct 20, 2026
  • Q&As: 67 Questions and Answers

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Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Data Ingestion and Data Preparation15%-20%- Prepare data and load into Snowflake
  • 1. Load data from external/internal stages into a table
  • 2. Load files using Snowsight
- Use a collection system to retrieve data
  • 1. Synthetic Data Generation
  • 2. Retrieve data from structured sources (CSV)
  • 3. Retrieve data from semi-structured sources (Parquet, Avro, ORC, JSON, XML)
  • 4. Retrieve data from unstructured sources
- Use best practice considerations relating to data integrity structures
  • 1. Define primary keys for tables
  • 2. Perform table joins between parent/child tables
  • 3. Implement constraints
- Perform data discovery to identify what is needed from available datasets
  • 1. Evaluate required transformations (table joins, set operations, ASOF JOINS)
  • 2. Determine the level of data granularity required
  • 3. Identify elements required for business goals using BI reports or SQL analysis
  • 4. Query tables to assess data elements and statistics maintained by Snowflake
  • 5. Use commands to read metadata or alter context (DESCRIBE, SHOW, USE)
- Implement data processing solutions
  • 1. Respond to processing failures
  • 2. Use logging and monitoring solutions (auditing, data lineage)
  • 3. Cleanse, conform, and enrich data
  • 4. Automate and implement data pipelines (scheduling)
- Enrich data by identifying and accessing relevant data from the Snowflake Marketplace
  • 1. Find external data sets that correlate with available data
  • 2. Create tables and views
  • 3. Use Secure Data Sharing (Marketplace, Internal Marketplace, Private Listings, Listings)
Data Transformation and Data Modeling22%-30%- Design data models
  • 1. Star schema design
  • 2. Data vault models
  • 3. Snowflake schema design
- Transform data using SQL
  • 1. PIVOT/UNPIVOT operations
  • 2. Common Table Expressions (CTEs)
  • 3. Window functions
  • 4. QUALIFY clauses
Data Analysis30%-32%- Perform advanced analytics using SQL
  • 1. Time-series analysis
  • 2. Snowflake-specific analytical features
  • 3. Aggregate functions
Data Presentation and Data Visualization28%-29%- Create dashboards
  • 1. Snowsight dashboards
  • 2. Present analytical results
- Integrate with BI tools
  • 1. Other partner visualization tools
  • 2. Power BI integration
  • 3. Tableau integration

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

Question #1

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;
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #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.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

A Data Analyst needs to add address details based on a customer's latitude and longitude to a customer sales database. The Analyst found a free Worldwide Address Data listing on the Snowflake Marketplace. The ACCOUNTADMIN placed the data set into a new database called ADDRESS_DATA. The Data Analyst needs to join the ADDRESS_DATA.OPENADDRESS table with the ORDERS table which is stored in the GLOBAL_DWH database. The combined data set needs to be created as a view. How can this be achieved?

  • A. Ask the ACCOUNTADMIN to grant the Data Analyst the IMPORTED_PRIVILEGES on the ADDRESS_DATA database and then create a view in the ADDRESS_DATA database.
  • B. Create a new schema called ENRICHED in the ADDRESS_DATA database and create this view in the ENRICHED schema.
  • C. Create a view in the ADDRESS_DATA database.
  • D. Create a view in the GLOBAL_DWH database.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:

Why is the query failing?

  • A. The query must be executed by a user with the ACCOUNTADMIN role.
  • B. INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
  • C. The current database context must be changed to SNOWFLAKE.
  • D. DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

What will be the output of this query?
SELECT 100::FLOAT * 20.78::INTEGER || ' Square Feet';

  • A. 2078.00 Square Feet
  • B. 2100 Square Feet
  • C. 2078 Square Feet
  • D. A conversion error
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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