The aim of this paper was to analyze attitude towards statistics in high-school students using the SATS scale designed by Auzmendi (1992). The sample was 200 students from the sixth semester of the afternoon shift, who were enrolled in technical careers from the Technological Study Center of the Sea (Centro de Estudios Tecnológicos del Mar 07 CETMAR 07, for its acronym in Spanish) in Veracruz, México. The participants were selected using a non-random sampling by convenience. The procedure followed was the statistical exploratory factorial analysis by García-Santillán, Venegas-Martínez and Escalera-Chávez (2013), while the data analysis was made using the SPSS Statistics 19 software to analysis the information. The results provide significant evidence to ascertain that there is a component which explains the attitude towards Statistics of high-school students and it has three dimensions: liking, confidence and usefulness. The former leads us to think that there is a factor with an affective, a behavioral and a cognitive part. Hence, the affective component is present when they like working with Statistics; confidence is a behavioral component associated with the disposition and security a subject has when facing Statistics and finally, usefulness as a cognitive component involving beliefs, that is to say, the value a student places on the knowledge of Statistics.