Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource An empirical analysis of similarity measures for unstructured data Subject The topic of the resource Commonality; Cosine similarity; Jaccard similarity; Pearson; Similarity; Spearman's correlation Description An account of the resource With fast growth in size of digital text documents over internet and digital repositories, the pools of digital document is piling up day by day. Due to this digital revolution and growth, an efficient and effective technique is required to handle such an enormous amount of data. It is extremely important to understand the documents properly to mine them. To find coherence among documents text similarity measurement pays a humongous role. The goal of similarity computation is to identify cohesion among text documents and to make the text ready for the required applications such as document organization, plagiarism detection, query matching etc. This task is one of the most fundamental task in the area of information retrieval, information extraction, document organization, plagiarism detection and text mining problems. But effectiveness of document clustering is highly dependent on this task. In this paper four similarity measures are implemented and their descriptive statistics is compared. The results are found to be satisfactory. Graphs are drawn for visualization of results. 2019 COMPUSOFT, An international journal of advanced computer technology. Creator An entity primarily responsible for making the resource Goswami M.; Purkayastha B.S. Source A related resource from which the described resource is derived Compusoft, Vol-8, No. 8, pp. 3302-3306. Publisher An entity responsible for making the resource available National Institute of Science Communication and Information Resources (NISCAIR) Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072325543&amp;partnerID=40&amp;md5=bb74c967c971a600cd4981f7c0d745dc" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072325543&amp;partnerID=40&amp;md5=bb74c967c971a600cd4981f7c0d745dc</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23200790 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Goswami M., CHRIST (Deemed to be University), Bangalore, 560074, India; Purkayastha B.S., Assam University, Silchar, Assam, India