Explaining the concept of data manipulation
Data manipulation is a process that alters data through various operations to convert it into a usable format. It is a vital function for business operations and management as it provides many benefits, such as the following:
- Converts data into a more consistent format to improve reliability, readability, and organization
- Enables customization and generation of more meaningful data according to business requirements
- Removes unwanted data to ensure only the required information is processed
Data manipulation operations consist of four primary functions, as outlined here:
- Extracting data by specifying extraction conditions such as filtering, summarizing, and so on
- Adding new data
- Removing unwanted data
- Changing existing data by updating new values or converting unstructured data into a more meaningful and process-friendly format
There are many different methods of manipulating data, depending...