provides an overview of the evaluation. For the sake of clarity, only the Table 2 relevant parts of the field’s values have been listed. The unit’ row ‘statistical gives an idea of the concepts described within the dataset. For two out of three datasets, these are and household members’. Even though they ‘households do not share the exact same definition (cf. row concepts and ‘statistical definitions’ in we evaluate them as semantically equivalent because Table 2), both definitions are based around the criteria of people living together and sharing costs. Our third dataset (net earnings and tax rates) defines the concept of family’ on the basis of marital status, number of workers and number of ‘the children, which is semantically different from the concept of a in the ‘household’ other two datasets. Furthermore, we note that also the geographical (cf. row reference area in Table 2) differs between our datasets. Before using them to train our analytical models, the datasets will have to be filtered by area. Table 2: Evaluation of dataset compatibility
Table 2 provides an overview of the evaluation. For the sake of clarity, only the relevant parts of the field’s values have been listed. The ‘statistical unit’ row gives an idea of the concepts described within the dataset. For two out of three datasets, these are ‘households and household members’. Even though they do not share the exact same definition (cf. row ‘statistical concepts and definitions’ in Table 2), we evaluate them as semantically equivalent because both definitions are based around the criteria of people living together and sharing costs. Our third dataset (net earnings and tax rates) defines the concept of ‘the family’ on the basis of marital status, number of workers and number of children, which is semantically different from the concept of a ‘household’ in the other two datasets. Furthermore, we note that also the geographical (cf. row reference area in Table 2) differs between our datasets. Before using them to train our analytical models, the datasets will have to be filtered by area. Table 2: Evaluation of dataset compatibility
SC508DI07171%20D05.02%20Big%20Data%20Interoperability%20Analysis_v1.00.DOCX