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welcome to exhale magic trick number 1329 hey if you want to download this excel workbook a so Im in trip 1329 start or the finished file so you can follow along click on the link below the video and we got a great video here we have this data set and check this out we have a region column with a local number and we have a column with company and product and heres what we need we need the total for each region and each product now really what we would have to do conceptually is we need to clean this column right so we have just Midwest just west and over here we need to clean this column get rid of the company name and have just the product name now our end result is going to be adding with two conditions so for example here were actually going to need to add from the sales column based on the condition carlota matching the records from the product column and west from the region column so for example this record would be included meaning that number would be included in our adding