We have these tiny little black flying bugs around the house. They are in my bathroom but not the other one and in the family/meals area. Just 1 or 2 a day so not swarms. We go around clapping our hands trying to kill them. But they are slippery little critters so you can be sitting quietly and the someone claps loudly 3 times

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I think they might be in the plants in the family/meals area. And I thought they may come up the shower drain in my bathroom. But then why not in the other bathroom. They love to annoy me when I am putting on my makeup. One day I can see them causing me to accidentally end up with mascara all over my face.

Any ideas on how to get rid of them? Or even what they are?