The following resources can be utilized to produce geographical products or maps using database information.

QGIS

Free, open-source cross-platform desktop geographic information system application. Supports viewing, editing, and analysis of geospatial data.

ESRI

An international supplier of geographic information system software, web GIS and geo-database management applications

Carto

Spatial Data Science (SDS) is a subset of Data Science that focuses on the special characteristics of spatial data, using modeling to know where and why things happen. Carto’s platform makes location an accessible and active dimension of analysis, allowing anyone to effortlessly connect location data to gain insights.

Mapbox

Mappler

• Mappler Mobile

• Mappler X