The 2026 CARTO State of Spatial Analytics report, based on responses from more than 200 professionals, found that fewer than 20% of practitioners work within a single platform; the majority use between 3 and 8 tools. This majority lacks the mechanism to track their journey across tools, making their work less repeatable, reproducible, and understandable.
Enter GeoJupyter Trail! And so on and so forth.
For more, find the Trail initiative & project planning information here: https://
Goals¶
Enable users to track work that traverses multiple tools.
Track interactions that are normally very difficult to track or remember, like GUI interactions.
Provide a user interface that helps users trust that they are not being surveilled.
Non-goals¶
“Surveil” / track / listen to everything happening on the user’s computer. No root/admin access.
Understand or analyze any code that the user executed. No static analysis.