1. A method for analyzing fields, comprising: receiving statistical metrics for each field in a data set; generating a general interestingness index for each field using one or more combination functions that aggregate standardized interestingness sub-indexes; identifying one or more fields as interesting for further analysis using the general interestingness index; and constructing one or more expert recommendations for field transformations for the identified one or more fields.