Which of the following is an example of an action to modify dataset field attributes?

Using extended metadata (XMD) is a recognized way to modify dataset field attributes. XMD allows you to customize the way fields in your dataset are presented and utilized in reports and analytics tools. Through XMD, you can change properties such as field labels, types, formatting, and other characteristics that determine how data is interpreted and displayed. This capability is particularly important for making data more accessible and understandable to users, enabling better insights through analytics.

In contrast, the other options pertain to different functions that do not specifically involve modifying field attributes. Running data integration typically focuses on merging or importing datasets rather than altering their existing attributes. Creating a new report is about visualizing data, not changing the underlying attribute characteristics of the dataset. Similarly, adding filters in lenses helps users interact with visualizations by refining data views but does not change the attributes of the dataset fields themselves.