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Is this on the Analytics Dashboard? By default the Dashboard only shows numbers for the last calendar month. If you had something that previously had 10 Likes and four people have removed their Likes during the last month then the Dashboard will report -4 Likes.

If you change the "From" date to a previous time, such as when you first uploaded that particular Thing, the chart and numbers will be updated to reflect that larger time period.