The following table provides four sets of Fanning friction factor data, for different values of Reynolds number $(Re)$ and roughness factor $\left ( \frac{k}{D} \right ).$

Which of the above sets of friction factor data is correct?

1. Set $I$
2. Set $II$
3. Set $III$
4. Set $IV$