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In a parallel coordinates chart, brushing a categorical axis does not seem intuitive. What if instead of brushing we offer a more traditional selection mechanism of clicking for selection? Then through some combination of parallel coordinates outside filter and possibly some changes around this line we can filter in a way that a user might enjoy more.