In the event you’re searching for a method to visually analyze geospatial knowledge, you could be focused on a brand new software program growth equipment (SDK) just lately launched by Cambridge Intelligence. Dubbed MapWeave, the software program permits builders to construct geospatial visualization capabilities straight into purposes, thereby enabling customers to uncover hidden connections and patterns buried in knowledge.
Cambridge Intelligence was based in 2011, when British knowledge visualization skilled 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, known as KeyLines, which is a JavaScript-based SDK for visualizing graph knowledge that’s saved in graph databases, akin to Neo4j and TigerGraph, and semantic information graphs, akin 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 prospects for its hyperlink evaluation and time-series evaluation instruments within the protection, intelligence, cybersecurity, and monetary companies 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 prospects in additional than 35 nations over its 14 years of existence, and has additionally established know-how 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. In accordance with Dan Williams, Cambridge Intelligence’s chief product officer, the corporate noticed a knowledge evaluation want out there that wasn’t being adequately addressed by current Geographic Info Methods (GIS) techniques.
“Conventional GIS instruments are nice at displaying the place issues occur–however not why,” Williams writes in a Could 8 weblog submit. “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 area, 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 essential occasions happen, and likewise 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 of layer geospatial analytics capabilities on high of current graph and time-series evaluation.
MapWeave lets builders construct geospatial analytics dashboards that may be built-in into Internet purposes
“MapWeave permits state-of-the-art visualizations by mixing community, statement, 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 might probably combine with different firm frameworks, MapWeave will 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 variety of basemap suppliers, akin to Mapbox or another supply of JSON knowledge, together with fashionable databases like Neo4j, Oracle, or MongoDB.
Builders get began by selecting a knowledge supply, which may 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 precise geospatial analytics expertise they want.
MapWeave encompasses a easy JavaScript API (in addition to a React API). Visualizations created with MapWeave may be embedded into current Internet purposes utilizing the JavaScript API or as a React part (there’s additionally non-compulsory Typescript assist). 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 may be goosed with GPUs, enabling prospects 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 robotically by the software program. “Whether or not analyzing native element or world developments, customers all the time see the precise knowledge on the proper time, supporting environment friendly and efficient evaluation,” the corporate says.
The corporate says MapWeave will likely be helpful for a variety of geospatial evaluation tasks, akin to visualizing Computerized Identification System (AIS) knowledge generated by ocean-going vessels for maritime intelligence; analyzing addresses and occasions on the bottom as a part of legislation 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 affords trials for MapWeave, in addition to buyer assist choices. For more information, take a look at the corporate’s web site at cambridge-intelligence.com.
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