ArcGIS Insights vs. Oracle Spatial vs. Oracle Spatial and Graph vs. Python Comparison Chart

ArcGIS Insights is analysis software that fuses location analytics with open data science and business intelligence workflows. Answer questions you didn’t know to ask, analyze data completely, and unlock new insights. Empower analysts of all skill levels across departments to directly connect data, perform advanced analytics, and take results into third-party systems. Explore data and perform advanced analytics such as spatial, statistical, predictive, and link analysis within an intuitive experience that works the way you do. Revolutionize decision-making with analysis that visually informs the organization of new, previously unexplored insights gained from the perspective of “where”. Are you using multiple tools to accomplish one thing? Benefit from intuitive, visual analytics that brings location and business data together. Directly connect to data, whether it’s in ArcGIS, relational databases, spreadsheets, or from ArcGIS Living Atlas of the World.

Graph databases, part of Oracle’s converged database offering, eliminate the need to set up a separate database and move data. Analysts and developers can perform fraud detection in banking, find connections and link to data, and improve traceability in smart manufacturing, all while gaining enterprise-grade security, ease of data ingestion, and strong support for data workloads. Oracle Autonomous Database includes Graph Studio, with one-click provisioning, integrated tooling, and security. Graph Studio automates graph data management and simplifies modeling, analysis, and visualization across the graph analytics lifecycle. Oracle provides support for both property and RDF knowledge graphs, and simplifies the process of modeling relational data as graph structures. Interactive graph queries can run directly on graph data or in a high-performance in-memory graph server.