Data collection and analysis tasks involve students gathering real-world information to make decisions or solve problems. These tasks include finding patterns and trends in data, classifying and relating different pieces of information. Data collection involves students gathering their own data or finding existing datasets, while data analysis refers to organizing and looking for patterns in data to draw conclusions. Data analysis tasks can be used across different subject areas and expose students to analyzing real data in a meaningful way to teach problem solving skills.