📊Analyze Ellipsis Drive layers

Ellipsis Drive enables cloud-native analysis directly on your spatial data, without requiring data export or duplication.

You can connect directly to your layers from analytical environments and compute workflows.

---

Native analytics integrations

Ellipsis Drive provides native support for common data science and analytics environments.

• Python The Python package allows you to read, write, and query spatial data in native Python workflows.

• R The R package enables direct access to spatial layers for analysis in R-based environments.

• PySpark The PySpark integration allows large-scale distributed processing of raster and vector datasets in Spark clusters.

---

Visualization and dashboarding

Ellipsis Drive data can be directly used in visualization and BI tools.

• Folium for lightweight interactive mapping

• Power BI for enterprise dashboard integration

---

Model execution

The ellipsisAI Python library enables you to run models directly on Ellipsis Drive layers.

This supports automated analysis workflows and spatial model execution directly on your data layers.

---