2017 Sci-Hub Downloads. Analysis for the Russian Federation.

2018-07-12T10:16:41Z (GMT) by Alexei Lutay
INTRODUCTION:

This dataset is based on 2017 Sci-Hub logs for the Russian Federation, enriched by CrossRef metadata and Unpaywall data. The findings are published separately.
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DATA STRUCTURE:
Separator = "\t" (tab)

'data.frame': 4952269 obs. of 12 variables:
$ date : chr "2017-01-01 00:02:46" "2017-01-01 00:02:50" "2017-01-01 00:03:31" "2017-01-01 00:04:19" ...
$ doi : chr "10.2307/2848750" "10.1097/01.don.0000125317.21892.8f" "10.1115/imece2006-15516" "10.1080/14038190701256402" ...
$ city : chr "Tobolsk" "Kovrov" "Moskva" "Yekaterinburg" ...
$ lat : num 58.3 56.4 55.8 56.8 55.8 ...
$ long : num 68.2 41.3 37.6 60.6 37.6 ...
$ type : chr "journal-article" "journal-article" "proceedings-article" "journal-article" ...
$ issn : chr "0038-7134,2040-8072" "0099-2399" NA "1403-8196" ...
$ type2 : chr "journal" "journal" "proceedings" "journal" ...
$ publisher: chr "JSTOR" "Ovid Technologies (Wolters Kluwer Health)" "ASME International" "Informa UK Limited" ...
$ oa : chr "f" "f" "t" "f" ...
$ year : chr "1930" "2004" "2006" "2007" ...
$ source : chr "Speculum" "Journal of Endodontics" "Dynamic Systems and Control, Parts A and B" "Advances in Physiotherapy" ...

## lat and long are rounded
## type2 is a high level categorization for $type
## oa: t=Open Access, f=not Open Access (based on Unpaywall data)
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SOURCES:
- Sci-Hub 2017 logs:
http://sci-hub.tw/downloads/2017.statistics.tab
http://sci-hub.tw/downloads/2017.statistics.1016.j.tab
- CrossRef:
http://www.crossref.org (Jan 2018)
- Unpaywall:
http://unpaywall.org (Feb 2018)
The data was processed between February and May 2018.
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RIGHTS: CC-BY ============================================================================ ACKNOWLEDGMENTS: The author is grateful to

- Jason Priem and Heather Piwowar for their support and cooperation

- Serhii Nazarovets (http://figshare.com/authors/Serhii_Nazarovets/98056) for preparing the first version of the datasets for Ukraine, Belarus and Russian Federation

- Alexei Skalaban (http://scholar.google.ru/citations?user=HvtInMAAAAAJ&hl=en) with the co-authors for his pioneering work

- Dmitry Khramov (http://dkhramov.dp.ua/) for his life-changing R book

- #rstats community for what they do.
============================================================================ CONTACTS: Alexei Lutay (alexei.lutay@gmail.com) No responsibility for the possible mistakes or inaccuracies in the dataset, as well as for the results its use may lead to.