Reflection 4

Cleaning data can be a long process but I feel like it’s worth it. Cleaning data is important because it helps ensure accuracy. By removing eros and irrelevant information we could find more meaningful insights and make better informed decisions. However, some people feel as if cleaning data is a waste of time. They may also lack awareness about cleaning data and feel as if it is too time-consuming, Data cleaning does not need to be used for every article or writing because sometimes you can over-clean data to where nobody can understand so it’s best if you lightly go through and make sure it’s easy to read. In the article that was “against cleaning,” I didn’t agree with what they were saying because I feel like cleaning data does sometimes be messy but at the end of cleaning data, you will have something thats easier to work with. When doing anything you must go back and check your work because there are always little mistakes within your work.