In a large bowl, whisk mayonnaise, vinegar, mustard, celery seed, and granulated sugar to combine; season with salt and pepper.
Add green cabbage, red cabbage, and carrots and toss to combine.
Cover bowl with plastic wrap and refrigerate until ready to serve.
