Exploratory factor analysis (EFA)

A type of factor analysis where the neither the specific number of factors nor the pattern of the zero and non-zero loads are hypothesized in advance of the estimation.  EFA is often used to estimate a reasonable description of data in terms of a multiple factor model in situations where no other description is available. 

See Confirmatory factor analysis (CFA), Factor analysis, Factor loadings, Five Factor model, Latent variable modeling