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Non Disclosive Protypes

Prototype functions designed to address the problem of disclosive scatter plots.

Possible Solutions:

  • Bubbble Plot - Similar to a heatmap but using size of point to represent density
  • Simulated Data - Overlays synthetic data over the real data so it is not possible to work out whether a point is real or synthetic. ( Possible weaknesses with Random Number Generation )
  • Mean Plotting - This involves finding the nearest neigbours of each point and finding the mean. ( There are several possible approaches. This technique is limitted by the speed of calculation )

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