During the development cycle of Ubuntu 18.04 LTS (Bionic Beaver), Canonical announced that there would be an optional personal and system data collection tool implemented in the operating system to help them improve Ubuntu. Later, closer to the final release, it was revealed that the data collection tool was implemented in an all-new Welcome screen displayed only once after the first boot. The data collected by Canonical to improve the Ubuntu Linux operating system contained information about Ubuntu flavor used and version, users’ setups, installed software, network connectivity, OEM manufacturer, CPU family, RAM, disk size, screen resolution, GPU vendor and model, as well as users’ location based on the options they choose during the installation.