Systems and methods for performing field-wide downhole operations, the field having a plurality of wells. Methods include obtaining, at a computing system, a reference data set associated with the field, the reference data set including at least one property of a downhole formation, obtaining, at the computing system, a first well data set associated with a first well of the field, the first well data set including the at least one property of a downhole formation associated with the first well, calculating a similarity index ratio based on the reference data set and the first well data set, wherein the similarity index ratio indicates a similarity in values of the reference data set and the first well data set, and performing a responsive action based on the calculated similarity index ratio.