A practical guide on generating histograms with differential privacy controls.
Data Visualisation
Overview
Explore the private data visualisation within the AGENT platform in this tutorial. We demonstrate how to create informative visuals like histograms, scatter plots, and box plots while adhering to differential privacy standards. Utilising the example diamonds dataset, we walk through the process of importing data into AGENT, adding necessary metadata, and transforming raw information into insightful visuals that support your findings without compromising individual data privacy.
Included in this video
1
2
Techniques for producing two-dimensional visualisations that maintain data confidentiality.
3
Steps to construct box plots and kernel density estimations that comply with privacy constraints.