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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. How do diverse chart types (e.g., bar charts, scatter plots, heat grids) contribute to effective data presentation and visualization in reports and dashboards?

A) Different chart types offer varied data representation for better analysis.
B) They limit data representation options for simplicity.
C) Diverse chart types restrict data exploration in reports and dashboards.
D) Charts don't impact data visualization in reports or dashboards.

2. When identifying and accessing relevant data from the Snowflake Marketplace, what challenges might arise in correlating external datasets with available data?

A) High data redundancy
B) Inability to access marketplace data
C) Data format compatibility issues
D) Limited external data sources

3. What is the primary benefit of connecting BI tools to Snowflake for dashboard creation?

A) BI tools restrict dashboard customization
B) Simplified data access for all users
C) Seamless integration and data visualization
D) Improved data security in dashboards

4. When assessing how often data needs to be collected, what factors influence the determination of frequency? (Select all that apply)

A) Data source availability
B) System downtime
C) Rate of data change
D) Business cycle timing

5. In Snowflake, what factors determine the effectiveness of using materialized views for query optimization?

A) Compatibility with specific BI tools only
B) Frequency of data updates and refresh requirements
C) Query result caching capabilities
D) Limitations in accessing historical data

Solutions: