Citing Data and Statistics LibGuide, by University of Michigan Library, used under CC BY, modified with thanks.
The International Association for Social Science Information Services & Technology (IASSIST) recommends consulting the Quick Guide to Data Citation for suggestions on the best way to cite data in APA, MLA, and Chicago styles.
The Data Curation Centre provides a helpful guide on, How to Cite Datasets and Link to Publications, which "will help you create links between your academic publications and the underlying datasets, so that anyone viewing the publication will be able to locate the dataset and vice versa."
If you need additional support, then please consider consulting your subject librarian or UAlbany's Data Services group.
Data requires citations for the same reasons journal articles and other types of publications require citations: to acknowledge the original author/producer and to help other researchers find the resource.
A dataset citation includes the same components as any other citation:
Unfortunately, standards for the citation of data are not uniformly agreed upon and have yet to be codified by the National Information Standards Organization (an organization that sets technical standards for other bibliographic materials). However, many data providers and distributors and some style manuals do provide guidelines. Some of these instructions are listed on this guide.
Some style manuals do provide data citation instructions, and selected examples are listed below. Usually a style manual will lay out basic rules for the order of citation elements, regardless of the type of work. This is what you will need to pay close attention to in order to format your citation correctly.
If the style manual you are using does not address data citations, you can use the citation elements listed below to guide you.
Who is the creator of the data set? This can be an individual, a group of individuals, or an organization.
What name is the data set called, or what is the name of the study?
Is there a version or edition number associated with the data set?
What year was the data set published? When was the data set posted online?
Is there a person or team responsible for compiling or editing the data set?
What entity is responsible for producing and/or distributing the data set? Also, is there a physical location associated with the publisher?
In some cases, the publisher of a data set is different than how we think of the publisher of a book. A data set can have both a producer and a distributor.
The producer is the organization that sponsored the author’s research and/or the organization that made the creation of the data set possible, such as codifying and digitizing the data.
The distributor is the organization that makes the data set available for downloading and use.
You may need to distinguish the producer and the distributor in a citation by adding explanatory brackets, e.g., [producer] and [distributor].
Some citation styles (e.g., APA) do not require listing the publisher if an electronic retrieval location is available. However, you may consider including the most complete citation information possible and retaining publisher information even in the case of electronic resources.
What type of file is the data set? Is it on CD-ROM or online?
This may or may not be a required field depending on the style manual. Often this information is added in explanatory brackets, e.g. [computer file].
What web address is the data set available at? Is there a persistent identifier available? If a DOI or other persistent identifier is associated with the data set it should be used in place of the URL.
Milberger, S. (2002). Evaluation of violence against women with physical disabilities in Michigan, 2000-2001 (ICPSR version) [data file and codebook]. doi:10.3886/ICPSR03414.
Milberger, S. (2002). Evaluation of violence against women with physical disabilities in Michigan, 2000-2001 (ICPSR version) [data file and codebook]. Detroit: Wayne State University [producer]. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor]. doi:10.3886/ICPSR03414.
Milberger, Sharon. Evaluation of Violence Against Women With Physical Disabilities in Michigan, 2000-2001. ICPSR version. Inter-university Consortium for Political and Social Research, 2002. Web. 19 May 2011.
Milberger, Sharon. Evaluation of Violence Against Women With Physical Disabilities in Michigan, 2000-2001. ICPSR version. Detroit: Wayne State U [producer]. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2002. Web. 19 May 2011. doi:10.3886/ICPSR03414.
Milberger, Sharon. Evaluation of Violence Against Women With Physical Disabilities in Michigan, 2000-2001. ICPSR version. Detroit: Wayne State University, 2002. Distributed by Ann Arbor, MI: Inter-University Consortium for Political and Social Research, 2002. doi:10.3886/ICPSR03414.
Milberger, Sharon. 2002. Evaluation of Violence Against Women With Physical Disabilities in Michigan, 2000-2001. ICPSR version. Detroit: Wayne State University. Distributed by Ann Arbor, MI: Inter-University Consortium for Political and Social Research. doi:10.3886/ICPSR03414.