--- title: A Blog About Innovation Management, Data, and Creativity from Exaptive | Data Visualization (2) description: Data Visualization | At Exaptive, our mission is more data-driven aha moments, and we believe community, interoperability, and data make them happen. Check out our blog for useful content about innovation management software, cross-disciplinary collaboration, and data science. (2) --- [![exaptive logo](https://exaptive.com/hubfs/Marketing%20Repo/logos/site-logo.svg)](https://www.exaptive.com/) - [Exaptation](https://www.exaptive.com/exaptations) - Products - [Exaptive Studio](https://www.exaptive.com/exaptive-studio) - [Exaptive Cognitive City](https://www.exaptive.com/cognitive-city) - Use Cases - [Innovation Management](https://www.exaptive.com/innovation-management) - [Portfolio Management](https://www.exaptive.com/portfolio-management) - [Community Coordination](https://www.exaptive.com/community-coordinator) - [Free Trial](https://www.exaptive.com/trial) - [Log In](https://my.cognitive.city) # Blog [![](https://exaptive.com/hubfs/influence.jpg)](https://exaptive.com/blog/affecting-change-using-social-influence-mapping) ## [Affecting Change Using Social Influence Mapping](https://exaptive.com/blog/affecting-change-using-social-influence-mapping) Posted by [Matt Coatney](https://exaptive.com/blog/author/matt-coatney) on Oct 5, 2015 2:57:03 PM - [Tweet](https://twitter.com/share) If you've ever tried to get a company to adopt new software you know how challenging it can be. Despite what seem to you like obvious benefits and your relentless communication, people selectively ignore or, worse, revolt against the change. Change efforts will even stumble in the face of this wisdom of the ages: [Read More »](https://exaptive.com/blog/affecting-change-using-social-influence-mapping) [![](https://exaptive.com/hubfs/hairball.jpg)](https://exaptive.com/blog/embracing-the-hairball) ## [Embracing the Hairball](https://exaptive.com/blog/embracing-the-hairball) Posted by [Jeff Johnston](https://exaptive.com/blog/author/jeff-johnston) on Apr 9, 2015 8:00:00 AM - [Tweet](https://twitter.com/share) One of the perennial challenges in visualizing complex networks is dealing with hairballs: how do you draw a network that is so large and densely interconnected that any full rendering of it tends to turn into an inscrutable mess? There are various approaches to addressing this problem: [BioFabric](http://www.biofabric.org), [Hive Plots](http://www.hiveplot.net), and [many others](https://eagereyes.org/techniques/graphs-hairball). Most involve very different visual abstractions for the network. [Read More »](https://exaptive.com/blog/embracing-the-hairball) [❮](https://exaptive.com/blog/topic/data-visualization/page/1) [1](https://exaptive.com/blog/topic/data-visualization/page/1) [2](https://exaptive.com/blog/topic/data-visualization/page/2) ### Recent Posts ### Posts by Author - [AIBS BioScience Talks (1)](https://exaptive.com/blog/author/aibs-bioscience-talks) - [Alanna Riederer (1)](https://exaptive.com/blog/author/alanna-riederer) - [Austin Schwinn (2)](https://exaptive.com/blog/author/austin-schwinn) - [Clive Higgins (3)](https://exaptive.com/blog/author/clive-higgins) - [Dave King (7)](https://exaptive.com/blog/author/dave-king) - [Derek Grape (2)](https://exaptive.com/blog/author/derek-grape) - [Dr. Alicia Knoedler (2)](https://exaptive.com/blog/author/dr-alicia-knoedler) - [Frank D. 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