Chemical analyses of groundwater often present data sets with censored values, i.e., below the detection limit (LOD). When proportion values is significant, descriptive (mean, median and standard deviation) or exploratory geochemical analysis may be impaired. Ignoring such replacing them some predetermined value not always recommended alternative. Thus, objective this research to investigate ap...