X["FCRatio"] = X["FineAggregate"] / X["CoarseAggregate"] X["AggCmtRatio"] = (X["CoarseAggregate"] + X["FineAggregate"]) / X["Cement"] X["WtrCmtRatio"] = X["Water"] / X["Cement"]