The Data Explorer (beta) template applies AI-powered Natural Language GIS (NLGIS) technology to filter data out of your map through a chat interface, removing menus or the need for complex query syntax. Data Explorer (beta) allows viewers to isolate specific features from preselected web layers, search and locate essential data, eliminate irrelevant information, and describe and visualize spatial data in maps and tables. For more information and answers to common questions, see ArcGIS Instant Apps Data Explorer (beta) overview.
Examples
Choose this template to create an app for use cases such as the following examples:
- Query attributes by asking questions like How many property crimes were there in each neighborhood in 2022?
- Use spatial filtering by entering prompts like Show me all bear and wolf sightings in the last year in Cook County.
- Get descriptive statistics by asking Since September 27, 2022, what are the average, max, and minimum sale prices of three-bedroom homes with two or more bathrooms?
Data requirements
Data Explorer (beta)'s use of the natural language requires thorough metadata, including field descriptions and field data types. Configured web map layers must be vectorized (reformatted) for use with this template and large language model (LLM). This vectorization is part of the template configuration and must be done in the configuration following any data or field description updates.
App capabilities
The following list includes key settings and capabilities that you can configure to create an app with this template:
- AI-powered chat pane—Turned on by default, this allows users to have a conversational interface that allows for filtering and interaction with layers and tools.
- Natural language queries—Typed questions retrieve GIS insights without the need to navigate menus or knowledge of unfamiliar terms.
- Attribute filter—Configure the filter options for the map and attachments that are available to users.
- Basic descriptive statistics—Calculate statistics, like averages, from web maps as part of a conversation with the chat tool.
All Instant Apps templates include settings for a Home button and zoom controls, a legend, and the capability to search the map or data.