By Richard Brath, David Jonker
Wring extra out of the information with a systematic method toanalysis
Graph research and Visualization brings graph idea outof the lab and into the true international. utilizing subtle equipment andtools that span research features, this consultant indicates you the way toexploit graph and community analytic concepts to let thediscovery of recent company insights and possibilities. released infull colour, the booklet describes the method of constructing powerfulvisualizations utilizing a wealthy and fascinating set of examples fromsports, finance, advertising, safeguard, social media, and extra. Youwill locate functional counsel towards development id andusing quite a few info resources, together with huge facts, plus clearinstruction at the use of software program and programming. The companionwebsite deals info units, complete code examples in Python, and linksto all of the instruments lined within the book.
Science has already reaped the advantage of community and graphtheory, which has powered breakthroughs in physics, economics,genetics, and extra. This publication brings these confirmed innovations intothe international of commercial, finance, method, and layout, helpingextract additional information from information and higher converse theresults to decision-makers.
Study graphical examples of networks utilizing transparent and insightfulvisualizations
Analyze specifically-curated, easy-to-use facts units fromvarious industries
Learn the software program instruments and programming languages that extractinsights from data
Code examples utilizing the preferred Python programminglanguage
There is a massive physique of medical paintings on community andgraph concept, yet little or no of it at once applies to analystfunctions outdoors of the center sciences – before. Writtenfor these looking empirically established, systematic research methodsand robust instruments that follow open air the lab, Graph Analysisand Visualization is an intensive, authoritative resource.
From the again Cover
Connect the dots on your company info to find actionable insights
Graph research and Visualization brings graph and community idea out of the lab into the true global, with subtle tools and instruments that follow to the worlds of industrial, finance, process, and layout. Authors Richard Brath and David Jonker convey high-level services and a real analyst’s point of view to supply a guide for exploiting graph and community analytic ideas that let the invention of recent enterprise insights and opportunities.
With designated examples, pattern info units, code, and photo tutorials, Graph research and Visualization indicates you the way to:
Use the precise form of graph for each problem
Collect, fresh, and arrange info speedy, successfully, and correctly
Format visualizations for top clarity with out sacrificing accuracy
Master the instruments that let deep information exploration and interpretation
Create customized visualizations with a bit light-weight programming
Choose powerful graph research concepts to get the main from your data
Utilize complex visualization innovations together with dynamic graphs and massive info instruments and queries
About the Author
Richard Brath is actively eager about the examine, layout, and improvement of information visualization and visible analytics for either examine and advertisement functions for many of the world’s biggest businesses and best software program proprietors. His strategies diversity from wealthy, interactive visualizations for cellular units, to giant multi-touch, multi-screen installations and web-based analytical visualizations for enterprise functions. David Jonker is a clothier and developer of visualization systems and purposes for web-based, allotted, computer, and cellular use. He created visualization items for NASDAQ MarketSite real-time broadcast in instances sq., and is at present a lead at the DARPA XDATA application, constructing new instruments and applied sciences for making experience of massive information. Brath and Jonker are companions at a number one visible analytics company. among them they've got provided at greater than 30 meetings, and feature released various articles and study papers.
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Additional resources for Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data
16 PART 1 Overview NOTE FIGURE 1-9: This graph visualization shows potential anomalies with connections between internal computers (inside) and external computers (around perimeter). Chapter 4, “Stats and Layout,” discusses in detail the visual layout of a network. Visualizing connections and patterns of connections may be useful for spotting risk, such as different types of threats to a physical network as shown here, as well as other types of risk, such as financial counterparty risk. Analyzing risk without graphs may lead to limited conclusions.
Finding these anomalies can aid business by improving efficiencies, such as reducing losses or reducing clicks. Managing Networks and Supply Chains Pipelines, electrical systems, and railway networks are all large-scale physical networks. They are capital-intensive with large upfront costs that must be recovered through efficient operation. Similarly, large manufacturing and distribution networks have significant investments in plants, transport, warehousing, and other infrastructure. Adjustments must be made as conditions change.
FIGURE 1-5: This graph shows freight traffic density and direction on the St. Louis and San Francisco Railroad in 1912–13. org). Analyzing physical networks is an ongoing requirement for planners. As populations and energy use changes, the electrical grid must be adapted, too. Figure 1-6 shows a portion of the use of electricity on the West Coast of the United States from 2002. It shows only electrical transmission lines that are congested (that is, near capacity), potentially necessitating infrastructure upgrades.