Dataset Open Access
Thanasis Vergoulis;
Ilias Kanellos;
Serafeim Chatzopoulos;
Danae Pla Karidi;
Theodore Dalamagas
This dataset contains impact metrics and indicators for a set of publications that are related to the COVID-19 infectious disease and the coronavirus that causes it. It is based on the CORD-19 dataset released by the team of Semantic Scholar in response to the relevant, ongoing pandemic:
COVID-19 Open Research Dataset (CORD-19). 2020. Version 2020-03-13. Retrieved from https://pages.semanticscholar.org/coronavirus-research. Accessed 2020-03-18. doi:10.5281/zenodo.3715506
These data have been cleaned and integrated with data from other sources (e.g., PMC). The result was a subset of the COVID-19 dataset (23,222 unique articles). We constructed the underlying citation network and utilized it to produce, for each article, the values of the following impact measures, using the PaperRanking (https://github.com/diwis/PaperRanking) library1:
The work is based on the following publications:
- I. Kanellos, T. Vergoulis, D. Sacharidis, T. Dalamagas, Y. Vassiliou: Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation. TKDE 2019
- Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, and Kristina Lerman. 2011. Time-Aware Ranking in Dynamic Citation Networks. In Data Mining Workshops (ICDMW). 373–380
- R. Motwani L. Page, S. Brin and T. Winograd. 1999. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford InfoLab.
Terms of use: These data are provided "as is", without any warranties of any kind. The data are provided under the Creative Commons Attribution 4.0 International license.
Name | Size | |
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articles_by_influence.csv
md5:f3d143fd64d7460127f1a54285a94622 |
1.4 MB | Download |
articles_by_popularity.csv
md5:f2532dbd63a63496b14a3471808a4457 |
1.4 MB | Download |
COVID-19 Open Research Dataset (CORD-19). 2020. Version 2020-03-13. Retrieved from https://pages.semanticscholar.org/coronavirus-research. Accessed 2020-03-18. doi:10.5281/zenodo.3715506
I. Kanellos, T. Vergoulis, D. Sacharidis, T. Dalamagas, Y. Vassiliou: Impact-Based Ranking of Scientific Publications: A Survey and Experimental Evaluation. TKDE 2019
Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, and Kristina Lerman. 2011. Time-Aware Ranking in Dynamic Citation Networks. In Data Mining Workshops (ICDMW). 373–380
R. Motwani L. Page, S. Brin and T. Winograd. 1999. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford InfoLab.
All versions | This version | |
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Views | 323,707 | 1,439 |
Downloads | 44,983 | 535 |
Data volume | 1.4 TB | 729.0 MB |
Unique views | 304,693 | 1,322 |
Unique downloads | 28,925 | 480 |