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After the necessary permissions were obtained through collaboration with the Local Government Data Unit Waleses [ 35], a benefits data extract was received from the DWP for August 2001.
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DWP benefits data offer a more specific measure of local neighbourhood than generic deprivation indices and offer a starting point to hypothesise possible causal pathways to individual mental health status.
Unemployment in New York City is divided remarkably equally between men and women, at least according to the benefits data.
To show individual benefits, data comparing pre- and post-treatment MI would have been helpful.
The benefits data have some drawbacks.
As an added benefit, data objects can now be annotated with metadata.
Wong et al. [34] investigate a benefit of data augmentation for MNIST handwritten character dataset.
Along with risk and benefit data, a decision aid should also explain the treatment process to the patient, in order that she or he can anticipate the personal experience of undergoing treatment.
All cost and benefit data was collected for a reference year of 2004 and were counted in $US.
Bolton, a much smaller local authority, decided proactively to identify entitled children through the benefit data it holds.
The extended benefit data isn't seasonally adjusted and is volatile from week to week.
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