I looked through the settings for several minutes now and can't seem to find an option to hide the debuffs applied by other players - is it possible to only show debuffs/buffs applied by me?
(Classic TBC)

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There is per-spell option (the first checkbox in spell options window).

Thank you for the quick reply! That was it :)