Our Favorite Pet - Data Collection Activity. This data activity is a whole-class activity which has your students performing all the essential steps of data collection. The activity is based on students’ favorite pets. It begins with students voting for their favorite pet (choosing from fish, dogs, birds and cats) and creating a tally chart using the results. Using their tally chart, they then create a bar graph to represent the results. Next, students answer questions about their bar graph.