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hello welcome to analytics for all today weamp;#39;re doing data cleaning within Excel itamp;#39;s gonna be a workshop and Iamp;#39;ll walk you through a typical data cleaning process using Excel as always I uploaded the files you can work on exercise files can be downloaded HTTP analytics for all forward-slash exercise - files - downloads when you come to the site just look for this data cleaning workshop and this green data clean that drop-down that will give you the downloaded excel file weamp;#39;ll be working with you donamp;#39;t need any other software for this project today just from using plain excel data cleaning is a very important part of any data analytics data science work actually itamp;#39;s probably 60 to 80 percent of the time youamp;#39;re going to spend working with your data so taking the time to learn some steps dealing with this is pretty important now there are some great third-party software options out there but some of them rather expensive but really