massimoaria / bibliometrix

An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.
https://www.bibliometrix.org
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Missing Bibliographic Metadata in biblioshiny R Package #391

Closed fathullahjan closed 1 year ago

fathullahjan commented 1 year ago

Hi,

I'm facing an issue with biblioshiny while conducting bibliometric analysis. I've exported data from Scopus in BibTeX format, ensuring all relevant options were selected. However, Cited references (CR), number of cited references (NR), and Science categories (WC) are missing from the dataset when running the analysis in biblioshiny.

I've tried using a CSV file and an older Scopus version, but the problem persists.

Any suggestions and help will be highly appreciated.

Thank you and best regards,

Fathullah Jan

massimoaria commented 1 year ago

Please, upload your collection to try to replicate the issue

fathullahjan commented 1 year ago

The file is attached for replication of the issue. scopus.HPWS.csv

Regards,

massimoaria commented 1 year ago

Your file works fine on my pc. The "data quality check" highlights critical missing value % for keyword plus and science categories. You can ignore science categories info because, at the moment, biblioshiny does not implement any analysis with this metadata. Regarding Keyword Plus, this critical level is normal for Scopus because they have very recently introduced this metadata. In this case, you should avoid using keyword plus in content analyses (such as Factorial analysis, Co-occurence network, Thematic Map, etc.). You can still use author keywords, titles, and abstracts.

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In the end, my advice is to install the latest version of bibliometrix from GitHub using the following command lines:

   install.packages("remotes")         

   remotes::install_github("massimoaria/bibliometrix")
fathullahjan commented 1 year ago

I have installed the latest version of bibliometrix, and it is working properly. Thank you for being so helpful.

massimoaria commented 1 year ago

KTM