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Data Segment

A data segment is a subgroup of your data, according to a filter on one (or more) features.

 

For example, let’s consider a group of people, in which 20% enjoy eating chips. If we look at a sub-group (data-segment) of the entire group, to whom the filter “people who enjoy ice cream” applies, we might discover that 60% of the people in that sub-group enjoy chips.

 

This example shows us that examining your data using various data segments might change your perspective, and lead to new insights.

image of segment distribution in Aporia ML monitoring dashboard