In the dataset, Population density is the decisive criteria, the points by themselves are just location place-holders for population density.
Each point has a (sensitive) attribute, pop_density and hence it should be replicated that many times in the dataset.
To Do
Go to src/dataset_load.py
After comment section ' #Sort data on the basis of protected groups'
Add code to replicate each point 'pop_density' no. of times
Example
If a point has pop_density 10, then the [latitude, longitude] should be added to the dataset 10 times dynamically
Description
In the dataset, Population density is the decisive criteria, the points by themselves are just location place-holders for population density. Each point has a (sensitive) attribute, pop_density and hence it should be replicated that many times in the dataset.
To Do
Example
If a point has pop_density 10, then the [latitude, longitude] should be added to the dataset 10 times dynamically