以下为卖家选择提供的数据验证报告:
数据描述
Romanian Higher Education Institutions: A Longitudinal Citing Index
Metrics, Authors, Citations and More
By [source]
About this dataset
> Data concerning Romanian Higher Education Institutions (HEIs) is available in abundance these days, yet it’s never been easier to analyze trends and advancements in the research field than with this comprehensive indexed dataset. Spanning a period of twelve years since 2007 up until the present date, this ingenious collection contains citations for academic publications by HEIs in Romania, as well as authorship information, titles, sources, publishers and URLs for both articles and citations. > > Researchers can use this data to observe performance variations throughout the years of HEIs with respect to publications, track changes within institutions from one year to the next and compare institutions between one another or against other research bodies worldwide. The indexing feature presents numerous benefits such as allowing users to find trends across Europe or globally that would’ve been difficult or time-consuming otherwise. As much as it provides insight into the Romanian academia landscape over time -since 2007- , it also becomes a viable tool for assessing progress achieved by any given higher education institution over a specific span of time. > > This dataset compiles columns such as *_COD_*, *_UNIVERSITATE_*, *Cites*, *Authors*, Title , Year , Source , Publisher , ArticleURL , CitesURL , GSRank , QueryDate , Type , DOI 08}>3431 </referenceVersion <revisionHistory> ??>?8<] 8012,,7 ?!<], {GSRahk:Integer}, {*QueryDate:Date}, {*Type:String}, {DOI:String}, {*ISSN:String}, {CitationURL:String}, {*Volume:Integer}, [*IssueoInteger>, #StartPagea Integer],[#EndPageg Intege1r],[2ECCt String][ CitesPerYear^ Inte ger][ CitesPerAuthor{f Integer]AUTHORCountj Intergerrf Age5 intergerl oAbstract5 Stringt| FullTextURLe String}{ RelatedURLu Strin g}and grants access not only numerical values regarding publication output per author per year but also info suchas abstracts when available
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How to use the dataset
> Welcome to the Romanian Higher Education Institutions Index, a comprehensive indexed approach to Romanian Higher Education Institutions (HEIs)! In this guide, you'll be able to learn how to use this dataset and explore its features. > > - Understand the columns: The data is organized into different column headings in order for easier filtering and searching of what you are looking for depending on your research topic or the subject matter you are investigating. Make sure that you get acquainted with each of these columns and understand what information they represent because some of the statistics may vary in certain circumstances. > - Filter your search: You can use any combination of filters such as COD, UNIVERSITATE, Cites and so on depending on your needs/topic to narrow down your search results as much as possible in order to achieve more accurate results for analysis purposes or just pure exploration if that is why you are looking at data from HEIs within Romania’s context! > - Analyze relevant trends: Once your filter is set up, then it is time for research – look at how many HEIs were listed this year compared with past ones; explore the citation progressions over years; compare publications between authors by using their respective publication counts per author; check out which sources had more citations than others across universities among other kind of comparisons! > - Use specific metrics: As mentioned above there are specialized metrics like Age, GSRank as well as slightly general ones like AuthorCount or Volume that allow comparison between institutions/authors so make sure not only focus on one type but rather cover all possibilities when exploring different trends in a wider scope while still having quantitative values associated with them! > - Utilize detailled abstracts & full texts: By clicking onto ArticleURL associated with each publication entry one can usually find detailed abstracts about them so if interested about certain work – it can be easily accessed! Also by writing relative queries on Google Search Engine people will also find out whether some articles offer free accesses directly from publisher websites/ platforms which sometimes provide full text overviews thanks also due citation links available through CitationURL columns provided by our dataset here too – another convenient resource worth checking out from time-to-time when necessary!
Research Ideas
> - Comparing research productivity and impact among Romanian HEIs by plotting citation counts to track changes, using GSRank to identify HEIs outperforming their peers, or using the Age column for trend analysis of when publications occurred over time. > - Developing a better understanding of the research landscape in Romania by plotting the number of sources per institution or type of publication or correlating degree programs offered with related publications from institutions that offer them. > - Using data mining techniques such as natural language processing to analyse abstracts from publications and extract key topics, which could be used to develop new research initiatives or support existing ones by uncovering different trends related to Romania Higher Education Institutions
Acknowledgements
> If you use this dataset in your research, please credit the original authors. > Data Source > >
License
> > > License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication > No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.
Columns
File: Romanian Higher Education Institutions Index (Articles).csv
Column name | Description |
---|---|
COD | Unique code assigned by a university or departmental level institution. (String) |
UNIVERSITATE | Name of the institution. (String) |
Cites | Number of times a publication has been cited. (Integer) |
Authors | List of authors associated with each publication. (String) |
Title | Title of the publication. (String) |
Year | Year when the article was published. (Integer) |
Source | Where the article was published from, i.e., journal or conference proceedings. (String) |
Publisher | Publisher of the article. (String) |
ArticleURL | URL of the specific article. (String) |
CitesURL | URL of the citation page. (String) |
GSRank | Global Scientific Rank. (Integer) |
QueryDate | Date when query was made against database. (Date) |
Type | Explicit details of what kind it is (e-book/ full text/ print edition/ podcast etc.). (String) |
DOI | Unique identifier for publications online. (String) |
ISSN | Unique code to identify magazines and journals. (String) |
CitationURL | URL pointing towards citing page over internet. (String) |
Volume | Volume associated with given article. (Integer) |
Issue | Specific issue related with any magazine/ journal / newsletter available at publisher house. (Integer) |
StartPage | Start page number. (Integer) |
EndPage | Concluding page number. (Integer) |
ECC | Unique European Code having fourteen digits long string visible on barcode provided by countries like Bulgaria, Maldova etc. (String) |
CitesPerYear | Average number total cites per year while living on single article data. (Integer) |
CitesPerAuthor | Average number total cites per author while living on single article data. (Integer) |
AuthorCount | Aggregated authors resulting in AuthorCount annotation. (Integer) |
Age | Agecount from creation date till present. (Integer) |
Abstract | Abstract of the publication. (String) |
FullTextURL | URL of the full text of the publication. ( |
Acknowledgements
> If you use this dataset in your research, please credit the original authors. > If you use this dataset in your research, please credit .
