It doesn't appear that you can (easily) add arbitrary attributes to the <body> tag.
However, WordPress provides the function body_class() so you can add classes to the <body> tag.
If your theme uses it, you'll find something along these lines in a template file (eg. header.php):
<body <?php body_class(); ?>>
In that case, you'll be ...