Google Data Analytics Professional Certification Practice Test

Which term describes how well two or more datasets can work together?

1. Compatibility

2. Integration

3. Collaboration

4. Correlation

The correct answer is: Compatibility

The term that aptly describes how well two or more datasets can work together is integration. Integration refers to the process of combining different datasets in a way that they can function cohesively and provide meaningful insights when analyzed together. In data analytics, effective integration is crucial as it enables analysts to gather diverse data sources to create a more comprehensive view of the information at hand. This process may involve aligning data formats, resolving inconsistencies, and ensuring that the datasets complement each other to produce accurate analyses. While compatibility suggests the ability of datasets to coexist without issues, it doesn't encompass the broader aspect of merging or fully utilizing the datasets together. Collaboration relates more to how users or teams work together rather than the interaction of datasets themselves. Correlation denotes a statistical relationship between variables in datasets, which is different from the operational aspect of how datasets can be combined and utilized together.