What are the different ways to manipulate a data?

Data can be manipulated through various methods, including sorting, filtering, aggregating, and transforming. Sorting arranges data in a specified order, while filtering selects specific subsets based on criteria. Aggregating summarizes data, often using functions like sum or average, and transforming involves altering the data format or structure, such as normalizing or encoding. Additionally, techniques such as merging and joining datasets can also be employed to combine information from multiple sources.