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The methods of management of data layouts to utilise statistical inputs in the SPSS systems could depend upon the measure of data which one could have as well as the analytical orientation of such data. In spite of this, there are some primary principles which could be applicable to relatively every situation. One such could be highlighted as that SPSS software generally expects the users to put each of the data cases within individual rows. This indicates the necessity of each of the research subjects to have a row to be utilised. Furthermore, regarding the application of categorical variables, the best representation of such data could be managed through numbers alone. This remains the fact even in case of categories which could be disorganised or not ordered properly. Such data variable categories could be ascribed any text label through the utilisation of the option of Variable Labels.  However, the variable name which could appear at the fulcrum of the column in the SPSS co