Our partner, Aktiun, prototyped a dashboard system that brings together concepts of pluggable visualizations and data providers in addition to configuration thru code. The system was built using React.js for UI components, Mobx for state management, Echarts 3 as the charting and visualizations library in addition to the Zoomdata's data query API as the data provider.
The fear of reproducing society's prejudices through computer algorithms is being hotly discussed in both academic publications and the popular press. Just a few of the publications warning about bias in predictive analytics include the New York Times, the Guardian, the Harvard Business Review, and particularly a famous and hotly contested article by Propublica on predictions of recidivism among criminal defendants. In this Q&A, Zoomdata asks Andy Oram, co-author of its recent report Delivering Embedded Analytics in Modern Applications, what the fuss is about and what data scientists currently know about bias in algorithms.
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