--- title: A Blog About Innovation Management, Data, and Creativity from Exaptive | use case description: use case | 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. --- [![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/stacks.jpg)](https://exaptive.com/blog/mapping-science-networks-and-projects-focused-on-limiting-the-rise-in-global-temperatures) ## [Mapping Science Networks and Projects to Limit the Rise in Global Temperatures](https://exaptive.com/blog/mapping-science-networks-and-projects-focused-on-limiting-the-rise-in-global-temperatures) Posted by [Jill Macchiaverna](https://exaptive.com/blog/author/jill-macchiaverna) on Dec 7, 2018 9:08:36 AM - [Tweet](https://twitter.com/share) When the United Nations released a report earlier this year that a catastrophic two-degree Celsius (3.6-degree Fahrenheit) rise in global average temperatures is [expected to occur in the next decade](http://www.ipcc.ch/report/sr15/), there was a media firestorm about the dire predictions. You know who wasn’t surprised? Climate scientists. ([Read about the difference a half-a-degree can make](https://www.sciencenews.org/article/global-warming-limit-degrees-ipcc-climate-change).) [Read More »](https://exaptive.com/blog/mapping-science-networks-and-projects-focused-on-limiting-the-rise-in-global-temperatures) [![](https://exaptive.com/hubfs/brain.jpg)](https://exaptive.com/blog/how-machine-learning-helps-humans-search-millions-of-documents-instantly) ## [Machine Learning Helps Humans Perform Text Analysis](https://exaptive.com/blog/how-machine-learning-helps-humans-search-millions-of-documents-instantly) Posted by [Josh Southerland](https://exaptive.com/blog/author/josh-southerland) on Apr 19, 2018 1:09:13 PM - [Tweet](https://twitter.com/share) The rise of Big Data created the need for data applications to be able to consume data residing in disparate databases, of wildly differing schema. The traditional approach to performing analytics on this sort of data has been to warehouse it; to move all the data into one place under a common schema so it can be analyzed. [Read More »](https://exaptive.com/blog/how-machine-learning-helps-humans-search-millions-of-documents-instantly) [![](https://exaptive.com/hubfs/api-1.jpg)](https://exaptive.com/blog/graph-analytics-using-a-super-computer-prototyping-a-data-application-using-crays-urika-gx) ## [A Graph-Analytics Data Application Using a Supercomputer!](https://exaptive.com/blog/graph-analytics-using-a-super-computer-prototyping-a-data-application-using-crays-urika-gx) Posted by [Luke Tucker](https://exaptive.com/blog/author/luke-tucker) on Oct 23, 2017 9:31:00 AM - [Tweet](https://twitter.com/share) We recently had to prototype a data application over a supercomputer tuned for graph analysis. We built a proof-of-concept leveraging multiple APIs, Cray’s Urika-GX and [Graph Engine (CGE)](https://www.cray.com/products/analytics/cray-graph-engine), and a handful of programming languages in less than a week. [Read More »](https://exaptive.com/blog/graph-analytics-using-a-super-computer-prototyping-a-data-application-using-crays-urika-gx) [![](https://exaptive.com/hubfs/nodes2.jpg)](https://exaptive.com/blog/finding-netflixs-hidden-trove-of-original-content-with-a-basic-network-diagram) ## [Finding Netflix's Hidden Trove of Original Content with a Basic Network Diagram](https://exaptive.com/blog/finding-netflixs-hidden-trove-of-original-content-with-a-basic-network-diagram) Posted by [Matthew Schroyer](https://exaptive.com/blog/author/matthew-schroyer) on Jul 13, 2017 1:08:52 PM - [Tweet](https://twitter.com/share) Nexflix has collected an impressive amount of data on Hollywood entertainment, made possible by tracking the viewing habits of its more-than 90 million members. In 2013, Netflix took an educated guess based on that data to stream its own original series, [risking its reputation and finances in the process](https://www.nytimes.com/2016/06/19/magazine/can-netflix-survive-in-the-new-world-it-created.html). When people were subscribing to Netflix to watch a trove of television series and movies created by well-established networks and studios, why create original content? Now, few would question the move. [Read More »](https://exaptive.com/blog/finding-netflixs-hidden-trove-of-original-content-with-a-basic-network-diagram) [1](https://exaptive.com/blog/topic/use-case/page/1) ### 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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