Focaldata uses machine learning to increase the accuracy of forecasts created with UK survey data by projecting results onto a proprietary database of the UK population.

A range of data science techniques are used (multilevel regression, Naive Bayes, SVM, neural nets, ensembles and decision trees) to overcome the inaccuracy associated with weighting and small samples in survey research.