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2026-03

How to clean Line account to avoid accidental deletion? Practical experience in screening invalid friends

If you have a Line account for a long time, the number of friends will usually continue to grow, but the proportion of real active interactions may not rise simultaneously. Invalid friends, silent users, and abnormal accounts are mixed together, which will directly affect the group messaging effect and interactive feedback. Many teams tend to go to two extremes when cleaning Line accounts. They either clean too hard and delete potential users by mistake; or they clean too little and the data structure remains chaotic. The key is not "how much to delete" but "how to judge".

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