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normalized_affiliation
stringlengths
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1.01k
datacite_occurrence_count
uint64
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datacite_doi_count
uint64
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datacite_raw_affiliation_count
uint64
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0 51 316 3145
0
0
0
0 c celfortec inc valleyfield j6s 4v6 canada
0
0
0
0 c celfortec inc valleyfield quebec j6s 4v6 canada
0
0
0
0 center drive bldg 106n240 bethesda md 208921622
0
0
0
0 department of agronomy the university of agriculture peshawar pakistan
0
0
0
0 infinity limitedlondonunited kingdom
0
0
0
0 infinity ltd imperial offices london e6 2jg uk
0
0
0
0 infinity ltdimperial officeslondonuke6 2jg
0
0
0
0 mrc pet psychiatry group hammersmith hospital london w12 0nn u psychopharmacology unit university of bristol bristol bs1 3ny uk
0
0
0
0 westerngeco
0
0
0
00 microsoft africa research institute kenya
0
0
0
00 n wolfe street 2056 usa
0
0
0
00 s peters 5j9 new orleans la 70130 usa
0
0
0
000 curitiba pr 80730
0
0
0
0000 0000 8524 4389 grid4117704 department of interdisciplinary science and engineering meisei university 211 hodokubo 1918506 hino tokyo japan
0
0
0
0000 0000 8571 0482 grid3256634 key laboratory of western chinas mineral resources of gansu province school of earth sciences university of lanzhou 73000 lanzhou gansu china
0
0
0
0000 0000 8644 1405 grid460783d department of chemical engineering waterloo institute for nanotechnology university of waterloo n2l 3g1 waterloo on canada
0
0
0
0000 0000 8644 1405 grid460783d faculty of engineering chemical engineering department university of waterloo e6 building room 3012 200 university avenue west n2l 3g1 waterloo on canada
0
0
0
0000 0000 8645 4345 grid4125615 department of traditional chinese materia medica shenyang pharmaceutical university 110016 shenyang china
0
0
0
0000 0000 8724 8383 grid4121987 facultad de ciencias forestales ujed av rio papaloapan sn col valle del sur 34120 durango dgo mexico
0
0
0
0000 0000 8724 8383 grid4121987 facultad de ciencias quimicas departamento de ciencia de materiales laboratorio de electroquimica y analisis de superficies universidad juarez del estado de durango ujed av veterinaria sn circuito universitario col valle del sur 34120 durango dgo mexico
0
0
0
0000 0000 8796 243x grid4122050 conacyt instituto de investigaciones quimicobiologicas universidad michoacana de san nicolas de hidalgo 58030 morelia michoacan mexico
0
0
0
0000 0000 8796 243x grid4122050 lab de biotecnologia microbiana instituto de investigaciones quimicobiologicas universidad michoacana de san nicolas de hidalgo edif b3 ciudad universitaria 58030 morelia michoacan mexico
0
0
0
0000 0000 8800 7493 grid4105132 bioprocess development group pfizer 7000 portage rd 49001 kalamazoo usa
0
0
0
0000 0000 9130 6822 grid2505537 department of biology memorial university of newfoundland a1b 3x9 st johns nl canada
0
0
0
0000 0000 9174 1488 grid99220 faculty of chemistry wroclaw university of science and technology wyb wyspianskiego 27 50370 wroclaw poland
0
0
0
0000 0000 9186 607x grid4698311 fraunhofer institute for interfacial engineering and biotechnology igb nobelstrasse 12 70569 stuttgart germany
0
0
0
0000 0000 9188 055x grid2671398 shanghai engineering research center of food microbiology school of medical instrument and food engineering university of shanghai for science and technology 200093 shanghai china
0
0
0
0000 0000 9206 2938 grid410786c kitasato institute for life sciences kitasato university 1151 kitasato 2520373 sagamihara kanagawa japan
0
0
0
0000 0000 9206 2938 grid410786c kitasato institute for life sciences kitasato university 2520373 sagamihara kanagawa japan
0
0
0
0000 0000 9227 2257 grid260493a graduate school of science and technology nara institute of science and technology 89165 takayama 6300192 ikoma nara japan
0
0
0
0000 0000 9271 2478 grid4115032 college of environmental science and engineering fujian key laboratory of pollution control and resource reuse fujian normal university 350007 fuzhou fujian province peoples republic of china
0
0
0
0000 0000 9271 2478 grid4115032 engineering research center of industrial microbiology of ministry of education college of life sciences fujian normal university 350117 fuzhou fujian china
0
0
0
0000 0000 9271 2478 grid4115032 provincial university key laboratory of cellular stress response and metabolic regulation college of life sciences fujian normal university 350117 fuzhou fujian china
0
0
0
0000 0000 9368 1394 grid4691309 center for computational and integrative biology rutgers the state university of new jersey 08103 camden nj usa
0
0
0
0000 0000 9368 1394 grid4691309 department of biology rutgers the state university of new jersey 08103 camden nj usa
0
0
0
0000 0000 9389 5210 grid4120227 college of biotechnology and pharmaceutical engineering nanjing tech university 210009 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 college of biotechnology and pharmaceutical engineering nanjing tech university 210019 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 college of biotechnology and pharmaceutical engineering nanjing tech university 211816 nanjing china
0
0
0
0000 0000 9389 5210 grid4120227 college of chemical and molecular engineering nanjing tech university 210009 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 college of chemical and molecular engineering nanjing tech university 210019 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 college of food science and light industry nanjing tech university 210009 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 college of pharmaceutical sciences nanjing tech university 210009 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 jiangsu national synergetic innovation center for advanced materials nanjing tech university 210019 nanjing peoples republic of china
0
0
0
0000 0000 9389 5210 grid4120227 jiangsu synergetic innovation center for advanced biomanufacture college of biotechnology and pharmaceutical engineering nanjing tech university 211816 nanjing china
0
0
0
0000 0000 9389 5210 grid4120227 school of pharmaceutical sciences nanjing tech university 211816 nanjing china
0
0
0
0000 0000 9389 5210 grid4120227 state key laboratory of materialsoriented chemical engineering college of biotechnology and pharmaceutical engineering jiangsu national synergetic innovation center for advanced materials sicam nanjing tech university puzhu south road 30 211816 nanjing peoples republic of china
0
0
0
0000 0000 9526 6338 grid4126089 college of chemistry and pharmaceutical sciences qingdao agricultural university 700 changcheng road 266109 qingdao china
0
0
0
0000 0000 9632 6718 grid190063e department of chemical and biomolecular engineering university of californialos angeles 420 westwood plaza boelter hall 5531 90095 los angeles ca usa
0
0
0
0000 0000 9683 6478 grid4733267 institute of energy resources hebei academy of science 050081 shijiazhuang hebei peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e college of bioengineering tianjin university of science and technology no 29 13th avenue tianjin economic and technological development area 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e college of biotechnology tianjin university of science and technology 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e college of biotechnology tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of food nutrition and safety ministry of education tianjin university of science and technology 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology college of biotechnology tianjin university of science and technology no29 13th street economic and technological development district 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology ministry of education college of biotechnology tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology ministry of education tianjin industrial microbiology key lab college of biotechnology tianjin university of science and technology no 29 13st teda 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology ministry of education tianjin industrial microbiology key laboratory college of biotechnology tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology ministry of education tianjin industrial microbiology key laboratory college of biotechnology tianjin university of science and technology no 29 13th street economic and technological development district 300457 tianjin peoples repub...
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology ministry of education tianjin university of science and technology 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e key laboratory of industrial fermentation microbiology tianjin university of science and technology ministry of education tianjin key laboratory of industrial microbiology tianjin engineering research center of microbial metabolism and fermentation process control college of biotechnolog...
0
0
0
0000 0000 9735 6249 grid413109e logistics service group tianjin university of science and technology tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e national and local united engineering lab of metabolic control fermentation technology tianjin university of science and technology 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e school of biological engineering tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e school of computer science and information engineering tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e school of computer sciences and information engineering tianjin university of science and technology tianjin peoples republic of china
0
0
0
0000 0000 9735 6249 grid413109e state key laboratory of food nutrition and safety key laboratory of industrial fermentation microbiology ministry of education tianjin engineering research center of microbial metabolism and fermentation process control college of biotechnology tianjin university of science and technolog...
0
0
0
0000 0000 9735 6249 grid413109e state key laboratory of food nutrition and safety tianjin university of science and technology 300457 tianjin china
0
0
0
0000 0000 9735 6249 grid413109e tianjin industrial microbiology key laboratory college of biotechnology tianjin university of science and technology 300457 tianjin peoples republic of china
0
0
0
0000 0000 9750 7019 grid278713b college of food science and technology nanjing agricultural university 1 weigang road nanjing jiangsu peoples republic of china
0
0
0
0000 0000 9769 2525 grid2588136 unit for environmental sciences and management microbiology northwest university private bag x6001 2520 potchefstroom south africa
0
0
0
0000 0000 9797 0900 grid4530741 college of food and bioengineering henan university of science and technology 471023 luoyang henan china
0
0
0
0000 0000 9802 6540 grid411578e key lahoratory of catalysis and functional organic molecule of chongqing college of environment and resource chongqing technology and business university 400067 chongqing peoples republic of china
0
0
0
0000 0000 9835 1415 grid4534996 key laboratory of biology and genetic resources of tropical crops ministry of agriculture institute of tropical bioscience and biotechnology chinese academy of tropical agricultural sciences 571101 haikou hainan china
0
0
0
0000 0000 9889 6335 grid4131061 institute of medicinal plant development chinese academy of medical sciences and peking union medical college 100193 beijing china
0
0
0
0000 0000 9931 8406 grid481663d beijing advanced innovation center for soft matter science and engineering beijing university of chemical technology beijing peoples republic of china
0
0
0
0000 0000 9931 8406 grid481663d beijing key laboratory of bioprocess college of life science and technology beijing university of chemical technology 100029 beijing peoples republic of china
0
0
0
0000 0000 9931 8406 grid481663d state key laboratory of chemical resources engineering beijing university of chemical technology beijing peoples republic of china
0
0
0
0000 0000 9938 1755 grid4116156 beijing innovation centre of food nutrition and human health beijing technology and business university btbu 100048 beijing peoples republic of china
0
0
0
0000 0001 0017 5204 grid4548409 institute of agricultural products processing jiangsu academy of agricultural sciences 210014 nanjing peoples republic of china
0
0
0
0000 0001 0017 5204 grid4548409 institute of agroproduct processing jiangsu academy of agricultural sciences 210095 nanjing jiangsu peoples republic of china
0
0
0
0000 0001 0017 5204 grid4548409 national research center of engineering and technology for veterinary biologicals jiangsu academy of agricultural sciences 210014 nanjing jiangsu china
0
0
0
0000 0001 0056 1981 grid73455 departamento de quimica biologica facultad de ciencias exactas y naturales universidad de buenos aires intendente guiraldes 2160 c1428ega buenos aires argentina
0
0
0
0000 0001 0056 1981 grid73455 instituto de fisiologia biologia molecular y neurociencias ifibyneconicet facultad de ciencias exactas y naturales universidad de buenos aires c1428ega buenos aires argentina
0
0
0
0000 0001 0067 3588 grid4118639 college of life sciences guangzhou university guangzhou p r china
0
0
0
0000 0001 0085 4987 grid2522456 institute of physical science and information technology school of life sciences anhui university 230601 hefei china
0
0
0
0000 0001 0085 4987 grid2522456 school of life sciences school of chemistry and chemical engineering institute of physical science and information technology anhui university 230601 hefei china
0
0
0
0000 0001 0130 6528 grid4116046 fujian key laboratory of marine enzyme engineering college of biological sciences and technology fuzhou university no 2 xue yuan road 350108 fuzhou fujian china
0
0
0
0000 0001 0154 0904 grid190737b college of urban construction and environmental engineering chongqing university no 174 shazhengjie shapingba district 400045 chongqing peoples republic of china
0
0
0
0000 0001 0154 0904 grid190737b department of chemical engineering school of chemistry and chemical engineering key laboratory of chemical process for clean energy and resource utilization chongqing university 401331 chongqing peoples republic of china
0
0
0
0000 0001 0154 0904 grid190737b key laboratory of chemical process for clean energy and resource utilization department of chemical engineering school of chemistry and chemical engineering chongqing university 400044 chongqing peoples republic of china
0
0
0
0000 0001 0154 0904 grid190737b key laboratory of lowgrade energy utilization technologies and systems of the ministry of education chongqing university 40004 chongqing peoples republic of china
0
0
0
0000 0001 0154 0904 grid190737b school of chemistry and chemical engineering chongqing university p o box 94 shazheng street 174 shapingba district 400044 chongqing peoples republic of china
0
0
0
0000 0001 0193 3564 grid193733f school of life science and technology harbin institute of technology harbin city china
0
0
0
0000 0001 0198 0694 grid2637617 college of pharmaceutical sciences soochow university 215123 suzhou china
0
0
0
0000 0001 0286 5954 grid2637365 department of chemical and biomolecular engineering sogang university 04107 seoul republic of korea
0
0
0
0000 0001 0286 5954 grid2637365 department of chemical and biomolecular engineering sogang university 121742 seoul republic of korea
0
0
0
0000 0001 0286 5954 grid2637365 korea c1 gas refinery rd center sogang university 121742 seoul republic of korea
0
0
0
0000 0001 0373 6302 grid4289869 college of food science and technology hainan university 570228 haikou peoples republic of china
0
0
0
0000 0001 0379 7164 grid2164177 chinese national engineering research center for control and treatment of heavy metal pollution central south university 410083 changsha hunan peoples republic of china
0
0
0
End of preview. Expand in Data Studio

Normalized affiliation overlap

This CC0 dataset partitions normalized affiliation strings by exact equality after the shared normalization contract.

Sources

Splits

  • datacite_only: normalized affiliations present only in DataCite (1194519 rows).
  • crossref_only: normalized affiliations present only in Crossref (32776285 rows).
  • overlap: normalized affiliations present in both sources (327249 rows).

Counts and integrity identities

  • DataCite source rows: 1521768.
  • DataCite occurrence count: 334586335.
  • DataCite raw affiliation count: 1681526.
  • DataCite DOI-affiliation pair count: 111934040.
  • Crossref source rows: 33103534.
  • Union rows: 34298053.
  • DataCite identity: 1521768 = 1194519 + 327249.
  • Crossref identity: 33103534 = 32776285 + 327249.
  • Union identity: 34298053 = 1194519 + 32776285 + 327249.

Per-row DataCite usage

Every output row has normalized_affiliation, datacite_occurrence_count, datacite_doi_count, and datacite_raw_affiliation_count. The three DataCite measures carry the normalized occurrence, distinct DOI-affiliation pair, and raw-affiliation-row counts respectively. They are zero for crossref_only rows.

Normalization

Membership uses the shared normalization contract, also recorded in overlap_metadata.json. Its ordered steps are:

  1. Unicode text is transliterated to ASCII with Unidecode.
  2. letters are converted to lowercase.
  3. punctuation is removed while internal whitespace is preserved.
  4. surrounding whitespace is trimmed; empty results are excluded.

Generated at 2026-08-28T23:46:58.015119+00:00.

Loading

from datasets import load_dataset

dataset = load_dataset("cometadata/affiliations-overlap")
print(dataset["overlap"][0]["normalized_affiliation"])
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