--- title: A Blog About Innovation Management, Data, and Creativity from Exaptive | PubMed® Explorer description: PubMed® Explorer | 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/data-3.jpg)](https://exaptive.com/blog/how-data-visualization-supports-the-formation-of-better-hypotheses) ## [How Data Visualization Supports the Formation of Better Hypotheses](https://exaptive.com/blog/how-data-visualization-supports-the-formation-of-better-hypotheses) Posted by [Jill Macchiaverna](https://exaptive.com/blog/author/jill-macchiaverna) on May 4, 2018 3:59:14 PM - [Tweet](https://twitter.com/share) Since Exaptive launched in 2011, we’ve worked with many researchers, particularly in medicine and the natural sciences. [PubMed®](https://www.ncbi.nlm.nih.gov/pubmed/), a medical journal database, pops up repeatedly as a key tool for these researchers to develop hypotheses. It’s a tool built in a search-and-find paradigm with which we’re all familiar. Execute a keyword search. Get a list of results. Visualization can make search - and, therefore, research - much more meaningful. [Read More »](https://exaptive.com/blog/how-data-visualization-supports-the-formation-of-better-hypotheses) [![](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) [1](https://exaptive.com/blog/topic/pubmed-explorer/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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