A new book of essays explores the emerging fourth paradigm of science, which is partly a response to the flood of data generated by the last paradigm shift: computational science. The new generation of researchers are creating new computing tools to manage, visualize and analyze the data flood and in the process fundamentally transforming the practice of science.