|Related Article||Mishra S, Torvik VI. Quantifying Conceptual Novelty in the Biomedical Literature. D-Lib magazine : The Magazine of the Digital Library Forum. 2016;22(9-10):10.1045/september2016-mishra|
|Related Article||Mishra S, Fegley BD, Diesner J, Torvik VI (2018) Self-citation is the hallmark of productive authors, of any gender. PLoS ONE 13(9): e0195773. https://doi.org/10.1371/journal.pone.0195773|
Conceptual novelty analysis data based on PubMed Medical Subject Headings
This is a dataset created as part of the publication titled: Mishra S, Torvik VI. Quantifying Conceptual Novelty in the Biomedical Literature. D-Lib magazine : the magazine of the Digital Library Forum. 2016;22(9-10):10.1045/september2016-mishra.
* PubMed2015_NoveltyData.tsv - Novelty scores for each paper in PubMed. The file contains 22,349,417 rows and 6 columns, as follow:
* mesh_scores.tsv - Temporal profiles for each MeSH term for all years. The file contains 1,102,831 rows and 5 columns, as follow:
* meshpair_scores.txt.gz (36 GB uncompressed) - Temporal profiles for each MeSH term for all years
* README.txt file
## Dataset creation
This dataset was constructed using multiple datasets described in the following locations:
Note: The dataset is based on a snapshot of PubMed (which includes Medline and PubMed-not-Medline records) taken in the first week of October, 2016.
Additional data related updates can be found at: Torvik Research Group
This work was made possible in part with funding to VIT from NIH grant P01AG039347 and NSF grant 1348742 . The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Conceptual novelty analysis data based on PubMed Medical Subject Headings by Shubhanshu Mishra, and Vetle Torvik is licensed under a Creative Commons Attribution 4.0 International License.
|Keywords||Conceptual novelty; bibliometrics; PubMed; MEDLINE; MeSH; Medical Subject Headings; Analysis;|
|Funder||U.S. National Institutes of Health (NIH) - Grant: P01AG039347|
|Funder||U.S. National Science Foundation (NSF) - Grant: 1348742|
|Corresponding Creator||Vetle I. Torvik|