In the event you’re in search of a method to visually analyze geospatial knowledge, you could be concerned about a brand new software program growth package (SDK) not too long ago launched by Cambridge Intelligence. Dubbed MapWeave, the software program permits builders to construct geospatial visualization capabilities instantly into functions, thereby enabling customers to uncover hidden connections and patterns buried in knowledge.
Cambridge Intelligence was based in 2011, when British knowledge visualization professional Joe Parry determined the market wanted extra light-weight, user-friendly instruments. After boostrapping Cambridge Intelligence in his kitchen, Parry, who earned at PhD whereas working in Stephen Hawking’s analysis group, moved into the College of Cambridge’s accelerator program, ideaSpace.
After graduating from ideaSpace, the corporate launched its first product, referred to as KeyLines, which is a JavaScript-based SDK for visualizing graph knowledge that’s saved in graph databases, comparable to Neo4j and TigerGraph, and semantic information graphs, comparable to Stardog and Memgraph. Cambridge Intelligence adopted with the launches of ReGraph, a graph visualization SDK for React, and KronoGraph, a JavaScript toolkit for constructing timeline visualizations and evaluation of time-series knowledge.
Cambridge Intelligence Founder and Chairman Joe Parry
The corporate discovered quite a few clients for its hyperlink evaluation and time-series evaluation instruments within the protection, intelligence, cybersecurity, and monetary providers industries. Clients embrace the US Military, the US Division of Homeland Safety, the British and Dutch governments, FICO, Experian, Deloitte, Intuit, and Photo voltaic Winds. The UK firm has attracted 280 clients in additional than 35 international locations over its 14 years of existence, and has additionally established expertise partnerships with corporations like Neo4j, Amazon, and Microsoft.
This month’s launch of MapWeave marks the corporate’s fourth main product and its first developer library dedicated to the evaluation of geospatial knowledge. Based on Dan Williams, Cambridge Intelligence’s chief product officer, the corporate noticed an information evaluation want available in the market that wasn’t being adequately addressed by current Geographic Info Methods (GIS) methods.
“Conventional GIS instruments are nice at displaying the place issues occur–however not why,” Williams writes in a Could 8 weblog publish. “They weren’t constructed to assist analysts perceive altering connections between folks, locations, and occasions.”
MapWeave addresses that want by offering geospatial hyperlink evaluation capabilities that enable analysts to raised perceive how folks or objects transfer, relate, and work together by way of time and house, in addition to how entities are linked–all by way of a dynamic map interface. The software program additionally helps customers by displaying them when and the place vital occasions happen, and in addition how spatial patterns emerge over time.
MapWeave was designed to work with Cambridge Intelligence’s different SDKs for graph and time-series knowledge, together with KeyLines, ReGraph, and KronoGraph. Analysts working in safety, anti-fraud, and intelligence domains will be capable to layer geospatial analytics capabilities on prime of current graph and time-series evaluation.
MapWeave lets builders construct geospatial analytics dashboards that may be built-in into Net functions
“MapWeave permits state-of-the-art visualizations by mixing community, remark, and geoJSON layers,” the corporate says in a MapWeave white paper. “This integration permits customers to research geographic, community, and temporal knowledge concurrently, offering a complete view that solutions a number of questions in a single, built-in map. It empowers customers to visualise advanced knowledge with ease and precision.”
Whereas it will probably combine with different firm frameworks, MapWeave may also be utilized in “standalone” mode with out exterior dependencies. The software program options an open structure, Cambridge Intelligence says, and it really works with a spread of basemap suppliers, comparable to Mapbox or another supply of JSON knowledge, together with common databases like Neo4j, Oracle, or MongoDB.
Builders get began by selecting an information supply, which might be basemap libraries, vector or raster photos, or map tiles. MapWeave then permits the builders to overlay visualization layers atop that base knowledge to create the particular geospatial analytics expertise they need.
MapWeave contains a easy JavaScript API (in addition to a React API). Visualizations created with MapWeave might be embedded into current Net functions utilizing the JavaScript API or as a React part (there may be additionally optionally available Typescript help). It really works with customary JavaScript frameworks like Angular and Vue.
Cambridge Intelligence says MapWeave was designed to deal with very massive geospatial knowledge units. Its rendering and filtering capabilities might be goosed with GPUs, enabling clients to scale to tens of millions of timestamped observations, the corporate says.
The corporate developed MapWeave in a dynamic method to allow customers to zoom their screens out and in as wanted, with out worrying about sizing each merchandise; it’s all dealt with mechanically by the software program. “Whether or not inspecting native element or international tendencies, customers at all times see the suitable knowledge on the proper time, supporting environment friendly and efficient evaluation,” the corporate says.
The corporate says MapWeave might be helpful for a spread of geospatial evaluation initiatives, comparable to visualizing Automated Identification System (AIS) knowledge generated by ocean-going vessels for maritime intelligence; analyzing addresses and occasions on the bottom as a part of regulation enforcement or open supply intelligence (OSINT) investigations; visualization of community efficiency and fault knowledge for IT observability; visualizing on-line threats as a part of cybersecurity work; constructing digital twins of provide chains for logistical resilience; and monitoring emergency service routes as a part of authorities transportation endeavors.
Cambridge Intelligence provides trials for MapWeave, in addition to buyer help choices. For more information, try the corporate’s web site at cambridge-intelligence.com.
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