No. While some Dr. Seuss books have a narrative structure similar to novels, not all of them can be strictly classified as such. For instance, some are more like short stories or even just collections of rhymes without a complex plot.
Nefarious is purely fictional. It was made up by the writers and doesn't have roots in actual happenings. The story and characters are products of imagination and creativity.