The basic structural diagrams of the data collection process in statistical research illustrate a hierarchical model starting with the statistical population as the base, followed by the statistical survey as a systematic data collection process, culminating in the choice between a census or sampling at the top of the pyramid. The importance of precisely defining the statistical units and selecting the appropriate collection method according to the nature and size of the population is also highlighted, ensuring accurate data and reliable results