Few shows have seen as dramatic a shift in audience interest as “House of Cards.” Its myriad of recent problems both onscreen and off has turned what was once Netflix’s crown jewel into something of a laughingstock.

Like most college students, I have a healthy relationship with my Netflix account. It has expanded with seven seasons of “Gilmore Girls,” three seasons of “House of Cards,” and a Breakfast or two...