Here k is a rate, like mol/(mol*s). It could be different units, since many processes follow such a law, for instance leakage currents in semiconductor components. But a "rate" can't be Boltzmann's constant which converts a temperature into an energy.
Apparently you don't obtain help from the units. You should, they're your allies. Try hard to memorize what is each quantity, and double-check every time if your grub makes sense. This is one single thing that every professional scientist does.
You don't need any fixed value of k to find the activation energy. "Doubles" is enough. You have to compare both rates.
Drawing a graph isn't necessary here. This is algebra, accessible by a few transformations.
Graphs can be useful with Arrhenius law, especially when you have made a set of measurements and want to check if they follow an Arrhenius law and if there is one single activation energy over the data set, or where the data switches from one activation energy to an other.