Youtube says:
"After you delete a video, the video URL and title will no longer be visible or searchable in YouTube Analytics. Data associated with the video, such as watch time, will still be part of aggregate reports, but will not be attributed to the deleted video"
In other words, the watchtime will appear on your report because they will count the deleted video but it is useless, you can not qualify for monetization with deleted videos.