Different types of users prefer to work with analytics in different ways. Analysts like sophisticated tools that give them a great deal of control. Business users prefer analytics packaged in vertical applications or business intelligence tools. Developers, usually, rather have sample code showcasing interesting applications leveraging analytics that they can modify to their needs. Let me know how you work with analytics the most.