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...