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In order to ensure data integrity and reliable solutions, it is essential to clean up dirty data. Spreadsheets offer a variety of tools for data cleaning, which vary depending on the specific data set. This tutorial provides an overview of common data cleaning tools and techniques, such as removing unwanted data, cleaning up text, fixing typos, and ensuring consistent formatting. It is important to make a copy of the data set before removing any unwanted data.