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How Do I Manage Research Data at Penn State College of Medicine?

Data Visualization and Analysis

 Data One has lists of options for data visualization and data analysis.

 Data visualization

 Data analysis 

Harrell Health Science Library guide

Data Citation

 While no standard currently exists for citing data sets, many of the same elements can be found in any citation.  There may also  be additional components to include.  Consider areas like:

  • author(s)
  • date of data generation
  • date of access
  • title
  • where the data is housed or the publisher
  • number set or version, if applicable
  • URL


 Check with your own citation style (personal preference or journal style) to see if there are guidelines specific to citing data.

 Some organizations suggest how to cite data.  E.g. NCBI Gene Expression Omnibus (GEO) provides a recommendation for data  set citations.

 Data sets from NCBI's dbGaP database can be cited using information found on their website.

 NCBI PubChem also provides users with a citation format suggestion.

 The IASSIST has designed a quick guide with examples to address citing data.