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hi everyone uh welcome to this video and today were going to be looking at how we do the data cleaning process for the project so uh thus far Ive asked you all to put Faith in my systems and documents and processes um so I want to show you a little bit more about how it works and show you basically what happens after the point of data collection so hopefully once you have finished data collection youve got a lovely uh qualtrics page its fill up with responses and you can see here this is an example from one of my students here at the University of Greenwich Taylor Minnesota Powell so you can see which has got around 98. so uh what we can do is have a look at it and Ill show you exactly what Im going to do as part of the process and hopefully this will help explain what goes on we can see here what were going to go to is uh at analysis so what I want to do essentially here is to extract all the data in nice Excel file so I go here we can see all the different points of data and