Willis says they had got many submissions saying there was little confidence in the existing datasets, citing the heat island effect.
However, for a smart city industry worth $400bn globally, there is much more money to be made in embedding sensors than in analysing existing datasets.
"It's about citizens working with public servants to design public services, using existing datasets or datasets that we've just revealed to the world for the first time".
In August this year, Public Health England, a government body, published a briefing that analysed a number of existing datasets on children's wellbeing.
Documents show SCL agreed to a contract with GSR, whereby it would pay its data collection costs in order to improve "match rates" against SCL's existing datasets or to enhance GSR's algorithm's "national capacity to profile capacity of American citizens".
– to scale back existing datasets with unnecessary racial, ethnic, and national origin data.
That data could be particularly valuable since Dr Consulta's data could add significant diversity to existing datasets from Western countries.
Users can also take existing datasets off the shelf to move rapidly toward training their AI models.
The model itself was built by combining and structuring existing datasets of behavioral observations on about 10,000 children.
It allows us to experiment with existing datasets and assess reconstruction quality.
First, similar to existing datasets in the literature, the definition of immigrant is different across countries.
