By preprocessing data, we:
Make our database more accurate. We eliminate the incorrect or missing values that are there as a result of the human factor or bugs.
Boost consistency. When there are inconsistencies in data or duplicates, it affects the accuracy of the results.
Make the database more complete. We can fill in the attributes that are missing if needed.
Smooth the data. This way we make it easier to use and interpret.