What is the Opt Out Reason column in reports?

After opting out, recipients are offered the opportunity to select a reason for why they are unsubscribing. 

Their selection is recorded and displayed in the "Opt Out Reason" column under the Interaction tab > Opt Outs in campaign reports and also in exports.