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hi welcome to analytics for all this is a course on excel for data science this is our data cleaning course here uh in this course were going to be working on some data cleaning tasks such as splitting a string on a comma how to trim off white space and how to locate a bad email address i like these kind of lessons this lesson actually comes from a real world scenario my wife works at a high school and she has to submit this data for uh an excel file uploaded to this website so they can load it into a database theyre using and it kept failing and she was getting frustrated so she sent it to me to try to clean it up and so these are the steps i went through disclosure im not using any data from her school everything on this page is completely made up and stuff so dont worry about that im not using anybodys name but heres a general idea of what the data kind of looked like shes got this data set its really simple we have an id student names the grade theyre in and email addres