Primary Data Analysis Standard. Those data which are collected individually or directly from sources are called primary data or raw data. These are first hand data. Primary data analysis refers to the assessment and interpretation of a set of primary data and preparing report on them. These data are the most authentic and reliable as they have not been manipulated by collector.