The analogy likening data to oil has become a familiar trope. Yet, if data truly resembles the coveted resource, how do we extract its value and refine it into something precious? Much akin to raw ore containing sought-after elements like gold amid impurities, raw data necessitates purification. How then do we distill the vast volume of data we accumulate?