Jaccard Similarity is a statistic used to measure the similarity and diversity of sample sets, defined as the size of the intersection divided by the size of the union of the sample sets. It is commonly used in various fields such as bioinformatics, data mining, and information retrieval to compare the similarity between two datasets or documents.