The practice of visual analytics and data visualization involves a lot more than making compelling visuals and graphics. Typically, it also involves hours of grunt work to get good data and then make it useable by whatever program you have in mind. Possibly the most pragmatic class of the course, Week 5 is about the challenges of Big Data and some pragmatic solutions. What is Big Data Big Data is.