In this chapter, we introduced some effective and convenient ways of filtering and summarizing data. We discussed some use cases on filtering the rows and columns of datasets. We also learned how to summarize data for further analysis. After getting familiar with the most popular implementations of such tasks, we compared them with reproducible examples and a benchmarking package.

In the next chapter, we will continue this journey of restructuring datasets and creating new variables.