Neighbor joining is a bottom-up, or agglomerative, clustering algorithm widely employed in bioinformatics and evolutionary biology for the construction of phylogenetic trees. It operates on a distance matrix representing the divergence between taxa, iteratively identifying and merging the two closest nodes (neighbors) to produce an unrooted tree that approximates the evolutionary relationships among the data.