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hi everyone I am just doing this recording to show you how to do the data cleaning on a SPSS file that you have downloaded from Qualtrics this is if you are using Qualtrics for an online survey so in Qualtrics your survey will look like this so we have some categorical questions then we have some Lockett questions in the form of a matrix table in this one I asked of using the attitude towards object model about three brands of noodles so what you do to get your SPSS file is you go to data and analysis we have closed the survey so all of the responses are now recorded as responses in this case thereamp;#39;s four hundred and twelve people who have attempted the survey thatamp;#39;s a different number than will have completed the survey and it will be a different number than the number of responses that you end up deciding to keep at the end so we choose export and import export data selecting SPSS for this data file and download and itamp;#39;s going to think for a bit before it let