Simple transformations
Simple data transformations are calculations, data type conversions, aggregations and search and replace operations
Cat avg: 8.1
Top Performing Features
Collaboration
Collaboration is enabled by a shared repository of project information and metadata
Cat avg: 7.3
Data model creation
Ability to create and maintain data models using a graphical tool to define relationships between data
Cat avg: 8.4
Complex transformations
Complex data transformations are data normalization, advanced data parsing, etc.
Cat avg: 7.2
Worst Performing Features
Testing and debugging
Tool to debug and tune for optimal performance
Cat avg: 7
Metadata management
Automated discovery of metadata with ability to synchronize and share metadata with other tools like Master Data Management
Cat avg: 7.9
Business rules and workflow
Ability to define and manage business rules and workflows
Cat avg: 8.3
dbt Features from Reviews
Data Transformations
Data transformations include calculations, search and replace, data normalization and data parsing
9.5+23%
Simple transformations
Simple data transformations are calculations, data type conversions, aggregations and search and replace operations
Category average: 8.1
Complex transformations
Complex data transformations are data normalization, advanced data parsing, etc.
Category average: 7.2
Data Modeling
A data model is a diagram or flowchart that illustrates the relationships between data
9+14%
Data model creation
Ability to create and maintain data models using a graphical tool to define relationships between data
Category average: 8.4
Metadata management
Automated discovery of metadata with ability to synchronize and share metadata with other tools like Master Data Management
Category average: 7.9
Business rules and workflow
Ability to define and manage business rules and workflows
Category average: 8.3
Collaboration
Collaboration is enabled by a shared repository of project information and metadata
Category average: 7.3
Testing and debugging
Tool to debug and tune for optimal performance
Category average: 7
dbt Features from the Vendor
Data Transformations
Vendor-contributedSimple transformations
Simple data transformations are calculations, data type conversions, aggregations and search and replace operations
Complex transformations
Complex data transformations are data normalization, advanced data parsing, etc.
Data Modeling
Vendor-contributedData model creation
Ability to create and maintain data models using a graphical tool to define relationships between data
Metadata management
Automated discovery of metadata with ability to synchronize and share metadata with other tools like Master Data Management
Business rules and workflow
Ability to define and manage business rules and workflows
Collaboration
Collaboration is enabled by a shared repository of project information and metadata
Testing and debugging
Tool to debug and tune for optimal performance