--- title: A Blog About Innovation Management, Data, and Creativity from Exaptive | Communicating About Data description: Communicating About Data | 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/austin-2.jpg)](https://exaptive.com/blog/ethical-data-standards-to-drive-society-forward) ## [Ethical Data Standards to Drive Society Forward](https://exaptive.com/blog/ethical-data-standards-to-drive-society-forward) Posted by [Austin Schwinn](https://exaptive.com/blog/author/austin-schwinn) on Feb 1, 2019 12:05:00 PM - [Tweet](https://twitter.com/share) I am constantly amazed by the energy and momentum around data science. Only a few years ago, I would be met with a blank stare when I told someone I planned on going to grad school for machine learning. Today, there is no need for my “it's like computer science, linear algebra, and statistics had a combined love child” analogy as most people instantly respond with “Oh, like AI!” [Read More »](https://exaptive.com/blog/ethical-data-standards-to-drive-society-forward) [![](https://exaptive.com/hubfs/research.jpg)](https://exaptive.com/blog/modern-research-faster-is-different) ## [Modern Research: Faster Is Different](https://exaptive.com/blog/modern-research-faster-is-different) Posted by [Jill Macchiaverna](https://exaptive.com/blog/author/jill-macchiaverna) on May 4, 2018 3:57:23 PM - [Tweet](https://twitter.com/share) Faster is different. It sounds strange at first because we expect faster to be *better*. We expect faster to be *more*. If we can analyze data faster, we can analyze more data. If we can network faster, we can network with more people. Faster *is* more, which *is* better, but more is different. [Read More »](https://exaptive.com/blog/modern-research-faster-is-different) [![](https://exaptive.com/hubfs/sheep-1.jpg)](https://exaptive.com/blog/communicating-data-science-how-to-captivate-a-non-captive-audience) ## [Communicating Data Science: How to Captivate a Noncaptive Audience](https://exaptive.com/blog/communicating-data-science-how-to-captivate-a-non-captive-audience) Posted by [Mike Perez](https://exaptive.com/blog/author/mike-perez) on Jun 1, 2015 4:00:00 PM - [Tweet](https://twitter.com/share) When communicating about your latest data science project, whether verbally or in writing, your audience often needs to know the takeaway right away, or you’ll lose their attention. This is especially the case if your audience includes colleagues, conference attendees, or readers from outside your field. In [an earlier post](https://exaptive.com/blog/communicating-data-science-with-story) on communicating data science, I dove into how the elements of story can hold your audience’s attention through a dense presentation. This post introduces (and applies) some tried and true approaches for introducing the end of your story at the beginning. You’ll capture the attention of those for whom your point is valuable and have their attention for your story, and the rest of the audience doesn’t matter. [Read More »](https://exaptive.com/blog/communicating-data-science-how-to-captivate-a-non-captive-audience) [![](https://exaptive.com/hubfs/story.jpg)](https://exaptive.com/blog/communicating-data-science-with-story) ## [Communicating Data Science with 'Story'](https://exaptive.com/blog/communicating-data-science-with-story) Posted by [Mike Perez](https://exaptive.com/blog/author/mike-perez) on Apr 21, 2015 8:50:00 PM - [Tweet](https://twitter.com/share) Getting your audience’s attention, keeping it, and persuading listeners of your point are all hard to do in a world where most listeners start out thinking, and feeling, “I’ve got my own *scheisse* to do.” [John Weathington’s](https://twitter.com/johnweathington) recent post in Tech Republic, “[Be the Hemingway of Data Science Storytelling](http://www.techrepublic.com/article/be-the-hemingway-of-data-science-storytelling/),” makes the point that presenting data, which can be dry, is more effective if it incorporates elements of story – a protagonist, a journey with challenges, and a conclusion. Jeff Leek’s “[The Elements of Data Analytic Style](https://leanpub.com/datastyle/)” has a chapter about presenting data that emphasizes story as the method for communicating results. [Read More »](https://exaptive.com/blog/communicating-data-science-with-story) [1](https://exaptive.com/blog/topic/communicating-about-data/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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