1: I'm spooked.
2: here is my the hypothesis. don't know what you meant by data, as a hypothesis is before you collect data in a test.
I believe that the Hawaiian island chain formed from a line of underwater volcanoes erupting. The magma from the eruptions would've hardened forming once it reached the surface creating land.
I hope this is what you where looking for.