This report presents basic data simulation and manipulation using the R programming language. It includes the construction of data frames, generation of numerical sequences based on defined patterns, vector replication using seq() and rep(), probability-based random sampling using sample(), and descriptive statistical analysis using the summary() function. The objective of this exercise is to understand fundamental data structures in R and perform simple simulations systematically.

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