How bad of an idea is a swamp cooler?

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The cheap ones you mentioned are usually not a true swamp cooler, they require you to load them up with ice cubes over which the air gets cooled when driven by the little fan inside.
They will cool off a small enclosed space like a bathroom for an hour or so......