The goal of CitationMetricsData is to provide easy access to career-long and single-year citation data for top-cited scientists, based on the dataset ‘August 2024 data-update for “Updated science-wide author databases of standardized citation indicators”’ by Ioannidis, John P.A
You can install the development version of CitationMetricsData from GitHub with:
# install.packages("devtools")
devtools::install_github("thiyangt/CitationMetricsData")library(CitationMetricsData)head(career.long.data)
#> authfull inst_name cntry np6023
#> 1 Graetzel, Michael École Polytechnique Fédérale de Lausanne che 1760
#> 2 Wang, Zhong Lin Chinese Academy of Sciences chn 2644
#> 3 Willett, Walter C. Harvard T.H. Chan School of Public Health usa 2416
#> 4 Kresse, Georg Universität Wien aut 388
#> 5 Kessler, Ronald C. Harvard Medical School usa 1098
#> 6 Friston, Karl University College London gbr 1270
#> firstyr lastyr rank (ns) nc9623 (ns) h23 (ns) hm23 (ns) nps (ns) ncs (ns)
#> 1 1971 2024 1 365234 270 117.26972 59 29900
#> 2 1986 2025 2 279327 250 129.89991 115 20074
#> 3 1970 2024 3 346654 306 122.56186 123 12181
#> 4 1992 2024 4 297085 109 49.89060 6 59927
#> 5 1975 2024 5 267255 237 86.24892 39 6997
#> 6 1989 2024 6 188600 200 106.58298 100 19201
#> cpsf (ns) ncsf (ns) npsfl (ns) ncsfl (ns) c (ns) npciting (ns) cprat (ns)
#> 1 83 31616 943 237615 5.568907 139203 2.623751
#> 2 252 36304 1966 222143 5.528939 122780 2.275020
#> 3 238 35357 826 128419 5.482445 213707 1.622099
#> 4 31 259065 194 276531 5.460251 134682 2.205826
#> 5 236 126290 572 194376 5.435121 177155 1.508594
#> 6 240 69332 752 131617 5.427490 102244 1.844607
#> np6023 cited9623 (ns) self% rank nc9623 h23 hm23 nps ncs cpsf ncsf
#> 1 1679 0.0692 2 392395 281 120.98197 59 30508 83 32280
#> 2 2435 0.1475 1 327659 275 140.60115 115 22775 252 41009
#> 3 2239 0.0917 3 381657 320 127.50385 123 12742 238 37917
#> 4 375 0.0203 4 303251 117 51.70488 6 60117 31 260685
#> 5 1061 0.0613 6 284705 249 89.94376 39 7088 236 131235
#> 6 1157 0.1035 5 210372 215 114.74294 100 20296 240 75496
#> npsfl ncsfl c npciting cprat np6023 cited9623 np6023_rw
#> 1 943 252230 5.569447 142509 2.753475 1688 1
#> 2 1966 264116 5.580768 128016 2.559516 2461 0
#> 3 826 142359 5.496408 220721 1.729138 2253 0
#> 4 194 279757 5.460618 135764 2.233663 379 0
#> 5 572 204328 5.439991 181084 1.572226 1067 0
#> 6 752 146494 5.457504 105494 1.994161 1179 0
#> nc9623_to_rw nc9623_rw sm-subfield-1 sm-subfield-1-frac
#> 1 8 125 Nanoscience & Nanotechnology 0.2007964
#> 2 0 162 Nanoscience & Nanotechnology 0.5769522
#> 3 0 174 Epidemiology 0.1896266
#> 4 0 34 Applied Physics 0.4201031
#> 5 0 69 Psychiatry 0.5956284
#> 6 0 45 Neurology & Neurosurgery 0.5134281
#> sm-subfield-2 sm-subfield-2-frac sm-field
#> 1 Chemical Physics 0.12343572 Enabling & Strategic Technologies
#> 2 Materials 0.10197119 Enabling & Strategic Technologies
#> 3 Nutrition & Dietetics 0.16431535 Clinical Medicine
#> 4 Chemical Physics 0.25257732 Physics & Astronomy
#> 5 Public Health 0.05373406 Clinical Medicine
#> 6 Experimental Psychology 0.11374408 Clinical Medicine
#> sm-field-frac rank sm-subfield-1 rank sm-subfield-1 (ns) sm-subfield-1 count
#> 1 0.4106940 2 1 135958
#> 2 0.7399545 1 2 135958
#> 3 0.5294606 1 1 9875
#> 4 0.8840206 1 1 304738
#> 5 0.7768670 1 1 80339
#> 6 0.6729858 1 1 341636head(single.year.data)
#> authfull inst_name cntry np6023 firstyr lastyr
#> 1 Wang, Zhong Lin Chinese Academy of Sciences chn 2644 1986 2025
#> 2 Kresse, Georg Universität Wien aut 388 1992 2024
#> 3 Mirjalili, Seyedali Torrens University Australia aus 539 2010 2024
#> 4 Bandura, Albert Stanford University usa 193 1953 2024
#> 5 BENGIO, YOSHUA University of Montreal can 556 1988 2024
#> 6 Grimme, Stefan Universität Bonn deu 688 1992 2024
#> rank (ns) nc2323 (ns) h23 (ns) hm23 (ns) nps (ns) ncs (ns) cpsf (ns)
#> 1 1 37204 70 41.71970 115 1746 252
#> 2 2 31543 29 15.74862 6 6760 31
#> 3 3 21549 51 26.87937 21 2906 62
#> 4 4 10168 38 32.37778 105 8409 160
#> 5 5 49472 65 28.71259 12 607 83
#> 6 6 18244 35 23.75254 29 3575 83
#> ncsf (ns) npsfl (ns) ncsfl (ns) c (ns) npciting (ns) cprat (ns)
#> 1 2970 1966 30008 5.329884 12295 3.025946
#> 2 28515 194 29799 5.225850 15389 2.049711
#> 3 10352 288 15702 5.208715 10798 1.995647
#> 4 9593 179 9956 5.188626 7839 1.297104
#> 5 4484 376 28257 5.165211 40532 1.220566
#> 6 13553 335 17155 5.135912 12215 1.493573
#> np6023 cited2323 (ns) self% rank nc2323 h23 hm23 nps ncs cpsf ncsf
#> 1 2122 0.1318 1 42850 78 45.96504 115 2045 252 3414
#> 2 270 0.0067 3 31757 29 15.99862 6 6765 31 28536
#> 3 450 0.0685 2 23134 53 28.86905 21 2974 62 10606
#> 4 149 0.0022 4 10190 38 32.37778 105 8409 160 9603
#> 5 422 0.0042 6 49682 65 28.99592 12 608 83 4494
#> 6 476 0.0360 5 18925 38 24.45254 29 3604 83 13701
#> npsfl ncsfl c npciting cprat np6023 cited2323 np6023_rw
#> 1 1966 34743 5.399672 12747 3.361575 2145 0
#> 2 194 29897 5.205248 15429 2.058267 278 0
#> 3 288 16511 5.220460 11082 2.087529 464 1
#> 4 179 9976 5.158580 7850 1.298089 149 0
#> 5 376 28379 5.137999 40620 1.223092 427 0
#> 6 335 17554 5.139399 12342 1.533382 505 0
#> nc2323_to_rw nc2323_rw sm-subfield-1
#> 1 0 0 Nanoscience & Nanotechnology
#> 2 0 0 Applied Physics
#> 3 32 4 Artificial Intelligence & Image Processing
#> 4 0 5 Social Psychology
#> 5 0 2 Artificial Intelligence & Image Processing
#> 6 0 0 Chemical Physics
#> sm-subfield-1-frac sm-subfield-2 sm-subfield-2-frac
#> 1 0.5769522 Materials 0.10197119
#> 2 0.4201031 Chemical Physics 0.25257732
#> 3 0.3929961 Networking & Telecommunications 0.07782101
#> 4 0.3214286 Clinical Psychology 0.13265306
#> 5 0.6654479 Experimental Psychology 0.13162706
#> 6 0.3473837 Organic Chemistry 0.32848837
#> sm-field sm-field-frac rank sm-subfield-1
#> 1 Enabling & Strategic Technologies 0.7399545 1
#> 2 Physics & Astronomy 0.8840206 1
#> 3 Information & Communication Technologies 0.6264591 1
#> 4 Psychology & Cognitive Sciences 0.7091837 1
#> 5 Information & Communication Technologies 0.7312614 2
#> 6 Chemistry 0.6235465 1
#> rank sm-subfield-1 (ns) sm-subfield-1 count
#> 1 1 135958
#> 2 1 304738
#> 3 1 399064
#> 4 1 24157
#> 5 2 399064
#> 6 1 106831
Ioannidis, John P.A. (2024), “August 2024 data-update for”Updated science-wide author databases of standardized citation indicators””, Elsevier Data Repository, V7, doi: 10.17632/btchxktzyw.7
Link: https://elsevier.digitalcommonsdata.com/datasets/btchxktzyw/7