The install does NOT require an internet connection.
Do you have enough free disk space? You need a minimum of 26GB.
Uninstall any antivirus and "cleaning" apps using the apps' instructions. since they sometime cause updating problems.
Try booting to Safe Mode. That boot up takes minutes and clears caches and other things that may resolve your problem.
How to use safe mode on your Mac - Apple Support
Once in Safe Mode delete the existing installer and redownload the installer and try installing.