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It sounds like the iTunes program downloads ok, but the installation fails toward the end.
I found this article for you to help troubleshoot the issue:
Trouble installing iTunes or QuickTime for Windows
Follow the General Troubleshooting first, then the Additional Troubleshooting if needed.