17. The method of claim 16 , further comprising causing to be transmitted to another computing device, by the one or more computing devices, at least one of: (i) an indication of the subset of the one or more executable computational analyses, (ii) an indication of at least a portion of the data set attribute data, (iii) an indication of at least a portion of the computational analysis attribute data corresponding to the particular executable computational analysis, or (iv) the indication of the measure of compatibility between the data set and the particular executable computational analysis.
16. A method for automatically analyzing data sets to determine compatible executable computational analyses, each of the executable computational analyses being an executable set of machine readable instructions implementing a computational analysis, each of the data sets being input to the executable computational analyses to be operated on by the executable computational analyses, comprising: receiving, via a communication link at one or more computing devices, data set attribute data, the data set attribute data being information indicative of one or more characteristics of a data set; performing, at the one or more computing devices, a comparison of (i) the received data set attribute data, and (ii) computational analysis attribute data corresponding to a particular executable computational analysis, the computational analysis attribute data of the particular executable computational analysis being information that is indicative of one or more attributes of the particular executable computational analysis, and the one or more attributes of the particular executable computational analysis indicating respective characteristics of data required or preferred for a data set to be considered compatible with the particular executable computational analysis as input to and to be operated on by the particular executable computational analysis, and the particular executable computational analysis included in a plurality of executable computational analyses; determining, by the one or more computing devices, a measure of compatibility between the data set and the particular executable computational analysis based on the comparison; and at least one of: selecting, by the one or more computing devices, a subset of one or more executable computational analyses from the plurality of executable computational analyses based on the measure of compatibility corresponding to the particular executable computational analysis, the selected subset of one or more executable computational analyses to be performed on at least a portion of the data set, or causing, by the one or more computing devices, an indication of the measure of compatibility between the data set and the particular executable computational analysis to be generated at a user interface.