How already As mentioned in before in Required Fields and Their Names there are some attributes which are needed must be present to display a set of information in the recommendation page. However not every data file uses exactly the needed nomenclature for the attributes. That is why you can map each attribute from your file to one of the core attributes described in the required fields table.
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