Thinking with Data (TWD) is a cross-curricular, middle school unit designed to be used by teachers to develop students’ data literacy. It employs a preparation for future learning approach and uses real data to engage students in problem-based explorations of world water issues while they learn Social Studies, Mathematics, Science, and English Language Arts content at the same time.