Travian create the snapshot after midnight but using the midnight server's time, not a standar one.
We are currently fetching the snapshot assuming a unique offset, which is not correct and can affect the model, and also we are in risk of fetching some snapshot with a huge delay and therefore not useful prediction.
eg: fetching snapshot at 01:00 UTC+0 of a server with UTC-3 will be 22:00 local time, and this info will be outdated at midnight with the new snapshot created by Travian
Travian create the snapshot after midnight but using the midnight server's time, not a standar one.
We are currently fetching the snapshot assuming a unique offset, which is not correct and can affect the model, and also we are in risk of fetching some snapshot with a huge delay and therefore not useful prediction.
eg: fetching snapshot at 01:00 UTC+0 of a server with UTC-3 will be 22:00 local time, and this info will be outdated at midnight with the new snapshot created by Travian