CUJO AI provides cybersecurity for telecom operators, and its AI models identify devices to alert end-users and network operators in case a device starts acting out of character.

This report reviews the aggregated data that CUJO AI gets from network service providers to improve its threat detection and device identification models.

It covers over 1 billion devices in North America over a period of 15 months, showing what devices people started using more during the pandemic/quarantine, which devices were the most popular during last year's holiday season, and what IoT devices are gaining popularity.

There's quite a lot of data in there, from gaming console popularity and distribution, to trends in smart doorbells and photo frames, and the most popular iOS and Android mobile devices.