1. A method of biochemical data analysis, the method comprising: receiving, at a computer system, a dataset for a plurality of biological samples, the dataset having a plurality of fields for each biological sample, at least a portion of the dataset being obtained from experiments involving the biological samples, wherein the dataset includes: a plurality of first fields, each first field including a plurality of values, each value corresponding to a respective characteristic of a respective biological sample, and one or more second fields, each second field corresponding to a respective analyte and including a plurality of concentrations of the respective analyte in the experiments, each concentration corresponding to a respective biological sample; receiving a selection of a compare field from the plurality of first fields; identifying, by the computer system, subgroups of the biological samples in the dataset for statistical analysis based on the plurality of values for the compare field, wherein a subgroup has a same value for the compare field; receiving a selection of an analyte from the one or more second fields for statistical analysis; and providing a display of information separated by subgroups to convey statistical information for the selected analyte for each subgroup of the compare field.