diff --git a/WOS/wos_analysis/wos_analyses.ipynb b/WOS/wos_analysis/wos_analyses.ipynb index 85dc5f2..b10a101 100644 --- a/WOS/wos_analysis/wos_analyses.ipynb +++ b/WOS/wos_analysis/wos_analyses.ipynb @@ -2680,7 +2680,7 @@ "plotlyServerURL": "https://plot.ly" } }, - "text/html": "
\n | Domain_English | \nUT (Unique WOS ID) | \n
---|---|---|
0 | \nApplied Sciences | \n29985 | \n
5 | \nNatural Sciences | \n8457 | \n
3 | \nHealth Sciences | \n5341 | \n
2 | \nEconomic & Social Sciences | \n1360 | \n
4 | \nMultidisciplinary | \n847 | \n
1 | \nArts & Humanities | \n70 | \n
\n | Publication Year | \nDomain_English | \nUT (Unique WOS ID) | \nPublication Year_relative_growth | \nUT (Unique WOS ID)_relative_growth | \n
---|---|---|---|---|---|
0 | \n2011 | \nApplied Sciences | \n490.0 | \n2011 | \n0.000000 | \n
1 | \n2012 | \nApplied Sciences | \n593.0 | \n2011 | \n21.020408 | \n
2 | \n2013 | \nApplied Sciences | \n738.0 | \n2011 | \n50.612245 | \n
3 | \n2014 | \nApplied Sciences | \n1031.0 | \n2011 | \n110.408163 | \n
4 | \n2015 | \nApplied Sciences | \n1201.0 | \n2011 | \n145.102041 | \n
... | \n... | \n... | \n... | \n... | \n... | \n
67 | \n2018 | \nNatural Sciences | \n753.0 | \n2011 | \n316.022099 | \n
68 | \n2019 | \nNatural Sciences | \n999.0 | \n2011 | \n451.933702 | \n
69 | \n2020 | \nNatural Sciences | \n1232.0 | \n2011 | \n580.662983 | \n
70 | \n2021 | \nNatural Sciences | \n1403.0 | \n2011 | \n675.138122 | \n
71 | \n2022 | \nNatural Sciences | \n1665.0 | \n2011 | \n819.889503 | \n
72 rows × 5 columns
\n\n | UT (Unique WOS ID) | \nInstitution | \nCountry | \nInstitution_harm | \nmerge_iter | \nCountry_Type | \n
---|---|---|---|---|---|---|
153426 | \nWOS:000826101400020 | \nFraunhofer Inst Digital Med MEVIS | \nGermany | \nFraunhofer Inst Digital Med | \n0 | \nEU | \n
26463 | \nWOS:000452752800001 | \nUniv Chinese Acad Sci | \nChina | \nUniv Chinese Acad Sci | \n0 | \nChina | \n
120128 | \nWOS:000365531100049 | \nInria | \nFrance | \nInria | \n0 | \nEU | \n
39110 | \nWOS:000525168200013 | \nShanghai Jiao Tong Univ | \nChina | \nShanghai Jiao Tong Univ | \n0 | \nChina | \n
139514 | \nWOS:000827317200011 | \nUniv Padua | \nItaly | \nUniv Padua | \n0 | \nEU | \n
... | \n... | \n... | \n... | \n... | \n... | \n... | \n
149919 | \nWOS:000596009700006 | \nGerman Res Ctr Artificial Intelligence DFKI GmbH | \nGermany | \nGerman Res Ctr Artificial Intelligence GmbH | \n0 | \nEU | \n
2720 | \nWOS:000291608600007 | \nLanzhou Univ | \nChina | \nLanzhou Univ | \n0 | \nChina | \n
149492 | \nWOS:000572322100001 | \nUniv Cologne | \nGermany | \nUniv Cologne | \n0 | \nEU | \n
153600 | \nWOS:000837772200011 | \nGerman Canc Res Ctr | \nGermany | \nGerman Canc Res Ctr | \n0 | \nEU | \n
55817 | \nWOS:000660633600001 | \nBeijing Inst Technol | \nChina | \nBeijing Inst Technol | \n0 | \nChina | \n
100 rows × 6 columns
\n\n | UT (Unique WOS ID) | \nInstitution | \nCountry | \nInstitution_harm | \nmerge_iter | \nCountry_Type | \n
---|---|---|---|---|---|---|
41191 | \nWOS:000538161600016 | \nAnhui Univ | \nChina | \nAnhui Univ | \n0 | \nChina | \n
175692 | \nWOS:000709411500003 | \nUniv Porto | \nPortugal | \nUniv Porto | \n0 | \nEU | \n
75198 | \nWOS:000831217100027 | \nZhejiang Univ | \nChina | \nZhejiang Univ | \n0 | \nChina | \n
48614 | \nWOS:000597938400003 | \nShanghai Jiao Tong Univ | \nChina | \nShanghai Jiao Tong Univ | \n0 | \nChina | \n
133670 | \nWOS:000411824101159 | \nUniv Pisa | \nItaly | \nUniv Pisa | \n0 | \nEU | \n
... | \n... | \n... | \n... | \n... | \n... | \n... | \n
2892 | \nWOS:000293708200019 | \nNatl Univ Def Technol | \nChina | \nNatl Univ Def Technol | \n0 | \nChina | \n
125259 | \nWOS:000663324800010 | \nINRAE | \nFrance | \nINRAE | \n0 | \nEU | \n
55780 | \nWOS:000659952900011 | \nHuazhong Univ Sci & Technol | \nChina | \nHuazhong Univ Sci & Technol | \n0 | \nChina | \n
138600 | \nWOS:000744399000001 | \nBrignone Clin | \nItaly | \nBrignone Clin | \n0 | \nEU | \n
31040 | \nWOS:000471758500010 | \nChinese Acad Sci | \nChina | \nChinese Acad Sci | \n0 | \nChina | \n
100 rows × 6 columns
\n\n | Publication Year | \nCountry | \nUT (Unique WOS ID) | \nPublication Year_relative_growth | \nUT (Unique WOS ID)_relative_growth | \n
---|---|---|---|---|---|
0 | \n2011 | \nAustria | \n22.0 | \n2011 | \n0.000000 | \n
1 | \n2012 | \nAustria | \n24.0 | \n2011 | \n9.090909 | \n
2 | \n2013 | \nAustria | \n26.0 | \n2011 | \n18.181818 | \n
3 | \n2014 | \nAustria | \n39.0 | \n2011 | \n77.272727 | \n
4 | \n2015 | \nAustria | \n50.0 | \n2011 | \n127.272727 | \n
... | \n... | \n... | \n... | \n... | \n... | \n
355 | \n2018 | \nUnited Kingdom | \n1837.0 | \n2011 | \n406.060606 | \n
356 | \n2019 | \nUnited Kingdom | \n2430.0 | \n2011 | \n569.421488 | \n
357 | \n2020 | \nUnited Kingdom | \n3108.0 | \n2011 | \n756.198347 | \n
358 | \n2021 | \nUnited Kingdom | \n3718.0 | \n2011 | \n924.242424 | \n
359 | \n2022 | \nUnited Kingdom | \n4245.0 | \n2011 | \n1069.421488 | \n
360 rows × 5 columns
\nPublication Year | \n2011 | \n2012 | \n2013 | \n2014 | \n2015 | \n2016 | \n2017 | \n2018 | \n2019 | \n2020 | \n2021 | \n2022 | \n
---|---|---|---|---|---|---|---|---|---|---|---|---|
Country | \n\n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n |
Austria | \n22 | \n24 | \n26 | \n39 | \n50 | \n57 | \n72 | \n89 | \n138 | \n137 | \n185 | \n205 | \n
Belgium | \n34 | \n38 | \n40 | \n65 | \n71 | \n81 | \n90 | \n133 | \n179 | \n213 | \n242 | \n292 | \n
Bulgaria | \n4 | \n5 | \n8 | \n9 | \n7 | \n19 | \n21 | \n18 | \n10 | \n25 | \n32 | \n19 | \n
Croatia | \n1 | \n2 | \n6 | \n8 | \n10 | \n7 | \n10 | \n19 | \n27 | \n29 | \n33 | \n35 | \n
Cyprus | \n2 | \n1 | \n5 | \n5 | \n5 | \n5 | \n8 | \n7 | \n15 | \n28 | \n36 | \n43 | \n
Czech Republic | \n13 | \n15 | \n16 | \n21 | \n20 | \n36 | \n37 | \n56 | \n64 | \n81 | \n93 | \n123 | \n
Denmark | \n35 | \n33 | \n40 | \n59 | \n68 | \n74 | \n101 | \n195 | \n234 | \n245 | \n293 | \n343 | \n
Estonia | \n3 | \n3 | \n7 | \n10 | \n12 | \n10 | \n15 | \n15 | \n16 | \n38 | \n45 | \n39 | \n
Finland | \n31 | \n35 | \n44 | \n82 | \n100 | \n125 | \n126 | \n198 | \n241 | \n256 | \n289 | \n380 | \n
France | \n117 | \n130 | \n174 | \n231 | \n269 | \n325 | \n348 | \n491 | \n648 | \n691 | \n807 | \n858 | \n
Germany | \n123 | \n172 | \n192 | \n273 | \n310 | \n365 | \n456 | \n604 | \n801 | \n907 | \n1210 | \n1386 | \n
Greece | \n15 | \n18 | \n19 | \n32 | \n35 | \n50 | \n47 | \n81 | \n114 | \n122 | \n139 | \n181 | \n
Hungary | \n11 | \n11 | \n21 | \n16 | \n20 | \n38 | \n34 | \n47 | \n61 | \n61 | \n83 | \n90 | \n
Ireland | \n13 | \n16 | \n22 | \n31 | \n27 | \n45 | \n66 | \n72 | \n84 | \n116 | \n167 | \n187 | \n
Italy | \n51 | \n70 | \n84 | \n116 | \n178 | \n187 | \n247 | \n325 | \n441 | \n571 | \n641 | \n811 | \n
Latvia | \n0 | \n0 | \n1 | \n0 | \n1 | \n8 | \n10 | \n15 | \n10 | \n9 | \n13 | \n18 | \n
Lithuania | \n1 | \n2 | \n10 | \n4 | \n4 | \n13 | \n12 | \n23 | \n38 | \n36 | \n38 | \n38 | \n
Luxembourg | \n2 | \n3 | \n3 | \n1 | \n8 | \n9 | \n13 | \n15 | \n18 | \n22 | \n35 | \n51 | \n
Malta | \n1 | \n0 | \n0 | \n0 | \n1 | \n1 | \n0 | \n0 | \n6 | \n2 | \n7 | \n10 | \n
Netherlands | \n72 | \n64 | \n77 | \n103 | \n139 | \n166 | \n220 | \n297 | \n408 | \n470 | \n529 | \n655 | \n
Norway | \n30 | \n42 | \n60 | \n76 | \n67 | \n88 | \n104 | \n134 | \n222 | \n253 | \n304 | \n311 | \n
Poland | \n17 | \n31 | \n37 | \n57 | \n73 | \n82 | \n98 | \n110 | \n138 | \n181 | \n276 | \n353 | \n
Portugal | \n16 | \n23 | \n35 | \n41 | \n45 | \n58 | \n79 | \n119 | \n136 | \n147 | \n204 | \n212 | \n
Romania | \n7 | \n15 | \n13 | \n16 | \n25 | \n26 | \n37 | \n57 | \n64 | \n55 | \n48 | \n62 | \n
Slovakia | \n9 | \n6 | \n6 | \n10 | \n12 | \n22 | \n18 | \n27 | \n27 | \n34 | \n36 | \n45 | \n
Slovenia | \n7 | \n7 | \n10 | \n12 | \n17 | \n27 | \n22 | \n47 | \n54 | \n31 | \n48 | \n40 | \n
Spain | \n50 | \n49 | \n69 | \n112 | \n138 | \n185 | \n232 | \n273 | \n356 | \n386 | \n473 | \n640 | \n
Sweden | \n34 | \n50 | \n59 | \n83 | \n113 | \n170 | \n233 | \n232 | \n385 | \n359 | \n428 | \n510 | \n
Switzerland | \n37 | \n50 | \n54 | \n74 | \n74 | \n95 | \n155 | \n195 | \n233 | \n263 | \n349 | \n447 | \n
United Kingdom | \n363 | \n417 | \n531 | \n660 | \n781 | \n979 | \n1350 | \n1837 | \n2430 | \n3108 | \n3718 | \n4245 | \n
Publication Year | \n2011 | \n2012 | \n2013 | \n2014 | \n2015 | \n2016 | \n2017 | \n2018 | \n2019 | \n2020 | \n2021 | \n2022 | \n
---|---|---|---|---|---|---|---|---|---|---|---|---|
Country | \n\n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n |
Austria | \n1.962533 | \n1.801802 | \n1.557819 | \n1.736420 | \n1.865672 | \n1.699970 | \n1.689744 | \n1.552958 | \n1.816267 | \n1.543488 | \n1.712804 | \n1.623248 | \n
Belgium | \n3.033006 | \n2.852853 | \n2.396645 | \n2.894034 | \n2.649254 | \n2.415747 | \n2.112180 | \n2.320712 | \n2.355883 | \n2.399730 | \n2.240533 | \n2.312139 | \n
Bulgaria | \n0.356824 | \n0.375375 | \n0.479329 | \n0.400712 | \n0.261194 | \n0.566657 | \n0.492842 | \n0.314081 | \n0.131614 | \n0.281658 | \n0.296269 | \n0.150447 | \n
Croatia | \n0.089206 | \n0.150150 | \n0.359497 | \n0.356189 | \n0.373134 | \n0.208768 | \n0.234687 | \n0.331530 | \n0.355357 | \n0.326724 | \n0.305527 | \n0.277140 | \n
Cyprus | \n0.178412 | \n0.075075 | \n0.299581 | \n0.222618 | \n0.186567 | \n0.149120 | \n0.187749 | \n0.122143 | \n0.197420 | \n0.315457 | \n0.333302 | \n0.340486 | \n
Czech Republic | \n1.159679 | \n1.126126 | \n0.958658 | \n0.934996 | \n0.746269 | \n1.073665 | \n0.868341 | \n0.977142 | \n0.842327 | \n0.912573 | \n0.861031 | \n0.973949 | \n
Denmark | \n3.122212 | \n2.477477 | \n2.396645 | \n2.626892 | \n2.537313 | \n2.206979 | \n2.370336 | \n3.402548 | \n3.079758 | \n2.760252 | \n2.712712 | \n2.715971 | \n
Estonia | \n0.267618 | \n0.225225 | \n0.419413 | \n0.445236 | \n0.447761 | \n0.298240 | \n0.352030 | \n0.261734 | \n0.210582 | \n0.428121 | \n0.416628 | \n0.308813 | \n
Finland | \n2.765388 | \n2.627628 | \n2.636309 | \n3.650935 | \n3.731343 | \n3.728005 | \n2.957052 | \n3.454894 | \n3.171887 | \n2.884182 | \n2.675678 | \n3.008948 | \n
France | \n10.437110 | \n9.759760 | \n10.425404 | \n10.284951 | \n10.037313 | \n9.692812 | \n8.167097 | \n8.567440 | \n8.528560 | \n7.785038 | \n7.471530 | \n6.793887 | \n
Germany | \n10.972346 | \n12.912913 | \n11.503895 | \n12.154942 | \n11.567164 | \n10.885774 | \n10.701713 | \n10.539173 | \n10.542248 | \n10.218567 | \n11.202666 | \n10.974741 | \n
Greece | \n1.338091 | \n1.351351 | \n1.138406 | \n1.424755 | \n1.305970 | \n1.491202 | \n1.103027 | \n1.413366 | \n1.500395 | \n1.374493 | \n1.286918 | \n1.433209 | \n
Hungary | \n0.981267 | \n0.825826 | \n1.258238 | \n0.712378 | \n0.746269 | \n1.133313 | \n0.797935 | \n0.820101 | \n0.802843 | \n0.687247 | \n0.768447 | \n0.712645 | \n
Ireland | \n1.159679 | \n1.201201 | \n1.318155 | \n1.380232 | \n1.007463 | \n1.342082 | \n1.548932 | \n1.256325 | \n1.105554 | \n1.306895 | \n1.546153 | \n1.480719 | \n
Italy | \n4.549509 | \n5.255255 | \n5.032954 | \n5.164737 | \n6.641791 | \n5.577095 | \n5.796761 | \n5.670913 | \n5.804159 | \n6.433078 | \n5.934636 | \n6.421728 | \n
Latvia | \n0.000000 | \n0.000000 | \n0.059916 | \n0.000000 | \n0.037313 | \n0.238592 | \n0.234687 | \n0.261734 | \n0.131614 | \n0.101397 | \n0.120359 | \n0.142529 | \n
Lithuania | \n0.089206 | \n0.150150 | \n0.599161 | \n0.178094 | \n0.149254 | \n0.387712 | \n0.281624 | \n0.401326 | \n0.500132 | \n0.405588 | \n0.351819 | \n0.300895 | \n
Luxembourg | \n0.178412 | \n0.225225 | \n0.179748 | \n0.044524 | \n0.298507 | \n0.268416 | \n0.305093 | \n0.261734 | \n0.236904 | \n0.247859 | \n0.324044 | \n0.403832 | \n
Malta | \n0.089206 | \n0.000000 | \n0.000000 | \n0.000000 | \n0.037313 | \n0.029824 | \n0.000000 | \n0.000000 | \n0.078968 | \n0.022533 | \n0.064809 | \n0.079183 | \n
Netherlands | \n6.422837 | \n4.804805 | \n4.613541 | \n4.585931 | \n5.186567 | \n4.950790 | \n5.163107 | \n5.182342 | \n5.369834 | \n5.295178 | \n4.897695 | \n5.186476 | \n
Norway | \n2.676182 | \n3.153153 | \n3.594967 | \n3.383793 | \n2.500000 | \n2.624515 | \n2.440742 | \n2.338161 | \n2.921822 | \n2.850383 | \n2.814554 | \n2.462586 | \n
Poland | \n1.516503 | \n2.327327 | \n2.216896 | \n2.537845 | \n2.723881 | \n2.445571 | \n2.299930 | \n1.919386 | \n1.816267 | \n2.039207 | \n2.555319 | \n2.795154 | \n
Portugal | \n1.427297 | \n1.726727 | \n2.097064 | \n1.825467 | \n1.679104 | \n1.729794 | \n1.854025 | \n2.076426 | \n1.789945 | \n1.656151 | \n1.888714 | \n1.678676 | \n
Romania | \n0.624442 | \n1.126126 | \n0.778910 | \n0.712378 | \n0.932836 | \n0.775425 | \n0.868341 | \n0.994591 | \n0.842327 | \n0.619648 | \n0.444403 | \n0.490934 | \n
Slovakia | \n0.802855 | \n0.450450 | \n0.359497 | \n0.445236 | \n0.447761 | \n0.656129 | \n0.422436 | \n0.471122 | \n0.355357 | \n0.383055 | \n0.333302 | \n0.356323 | \n
Slovenia | \n0.624442 | \n0.525526 | \n0.599161 | \n0.534283 | \n0.634328 | \n0.805249 | \n0.516311 | \n0.820101 | \n0.710713 | \n0.349256 | \n0.444403 | \n0.316731 | \n
Spain | \n4.460303 | \n3.678679 | \n4.134212 | \n4.986643 | \n5.149254 | \n5.517447 | \n5.444731 | \n4.763567 | \n4.685444 | \n4.348806 | \n4.379224 | \n5.067701 | \n
Sweden | \n3.033006 | \n3.753754 | \n3.535051 | \n3.695459 | \n4.216418 | \n5.070086 | \n5.468200 | \n4.048159 | \n5.067123 | \n4.044615 | \n3.962596 | \n4.038324 | \n
Switzerland | \n3.300624 | \n3.753754 | \n3.235470 | \n3.294746 | \n2.761194 | \n2.833284 | \n3.637644 | \n3.402548 | \n3.066596 | \n2.963046 | \n3.231182 | \n3.539473 | \n
United Kingdom | \n32.381802 | \n31.306306 | \n31.815458 | \n29.385574 | \n29.141791 | \n29.197733 | \n31.682704 | \n32.053743 | \n31.982101 | \n35.015773 | \n34.422739 | \n33.613113 | \n
\n | UT (Unique WOS ID) | \nCountry | \nInstitution_harm | \nCountry_Type | \n
---|---|---|---|---|
12361 | \nWOS:000371248600024 | \nChina | \nChinese Acad Sci | \nChina | \n
31301 | \nWOS:000473111200001 | \nChina | \nTianjin Univ | \nChina | \n
45533 | \nWOS:000574470600001 | \nChina | \nEast China Normal Univ | \nChina | \n
46844 | \nWOS:000583902900020 | \nChina | \nBeijing Childrens Hosp | \nChina | \n
82552 | \nWOS:000928280300004 | \nChina | \nBeihang Univ | \nChina | \n
... | \n... | \n... | \n... | \n... | \n
93837 | \nWOS:000373179800012 | \nUnited Kingdom | \nNewcastle Univ | \nNon-EU associate | \n
82640 | \nWOS:000934141600001 | \nChina | \nChina Acad Telecommun Technol | \nChina | \n
69676 | \nWOS:000782106400006 | \nChina | \nHarbin Inst Technol | \nChina | \n
114378 | \nWOS:000781817300001 | \nUnited Kingdom | \nAberystwyth Univ | \nNon-EU associate | \n
74779 | \nWOS:000825900700001 | \nChina | \nPeking Univ | \nChina | \n
100 rows × 4 columns
\n\n | Institution | \nInstitution_harm | \nUT (Unique WOS ID) | \n
---|---|---|---|
16 | \nChinese Acad Sci | \nChinese Acad Sci | \n1 | \n
3149 | \nChinese Acad Sci | \nChinese Acad Sci | \n4614 | \n
3153 | \nChinese Acad Sci AIRCAS | \nChinese Acad Sci | \n2 | \n
3155 | \nChinese Acad Sci CAREERI CAS | \nChinese Acad Sci | \n1 | \n
3157 | \nChinese Acad Sci CASIA | \nChinese Acad Sci | \n8 | \n
3159 | \nChinese Acad Sci GUCAS | \nChinese Acad Sci | \n2 | \n
3160 | \nChinese Acad Sci IAP | \nChinese Acad Sci | \n1 | \n
3161 | \nChinese Acad Sci IECAS | \nChinese Acad Sci | \n2 | \n
3162 | \nChinese Acad Sci IME CAS | \nChinese Acad Sci | \n1 | \n
3163 | \nChinese Acad Sci IMECAS | \nChinese Acad Sci | \n1 | \n
3164 | \nChinese Acad Sci ITP CAS | \nChinese Acad Sci | \n1 | \n
3166 | \nChinese Acad Sci NAOC | \nChinese Acad Sci | \n1 | \n
3167 | \nChinese Acad Sci NAOC CAS | \nChinese Acad Sci | \n2 | \n
13501 | \nRCEES Chinese Acad Sci | \nChinese Acad Sci | \n1 | \n
19499 | \nZIAT Chinese Acad Sci | \nChinese Acad Sci | \n1 | \n
\n | UT (Unique WOS ID) | \nCountry_eu | \nInstitution_harm_eu | \nCountry_Type_eu | \nCountry_ch | \nInstitution_harm_ch | \nCountry_Type_ch | \nDomain_English | \nField_English | \nSubField_English | \n
---|---|---|---|---|---|---|---|---|---|---|
75296 | \nWOS:000494411700001 | \nGermany | \nUniv Munster | \nEU | \nChina | \nXi An Jiao Tong Univ | \nChina | \nEconomic & Social Sciences | \nSocial Sciences | \nInformation & Library Sciences | \n
181679 | \nWOS:000462909800001 | \nCzech Republic | \nAcad Sci Czech Republ | \nEU | \nChina | \nUniv Chinese Acad Sci | \nChina | \nNatural Sciences | \nPhysics & Astronomy | \nNuclear & Particle Physics | \n
149111 | \nWOS:000377602900001 | \nGermany | \nUniv Munich | \nEU | \nChina | \nUniv Hong Kong | \nChina | \nNatural Sciences | \nPhysics & Astronomy | \nNuclear & Particle Physics | \n
132294 | \nWOS:000341679700030 | \nItaly | \nUniv Perugia | \nEU | \nChina | \nUniv Hong Kong | \nChina | \nHealth Sciences | \nClinical Medicine | \nGeneral & Internal Medicine | \n
75460 | \nWOS:000494411700001 | \nGermany | \nGoethe Univ | \nEU | \nChina | \nSoutheast Univ | \nChina | \nEconomic & Social Sciences | \nSocial Sciences | \nInformation & Library Sciences | \n
... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n
294815 | \nWOS:000841765900001 | \nFrance | \nRes Univ | \nEU | \nChina | \nFujian Univ | \nChina | \nApplied Sciences | \nInformation & Communication Technologies | \nNetworking & Telecommunications | \n
151926 | \nWOS:000389595100001 | \nGermany | \nLudwig Maximilians Univ Munchen | \nEU | \nChina | \nSun Yat Sen Univ | \nChina | \nNatural Sciences | \nPhysics & Astronomy | \nNuclear & Particle Physics | \n
15929 | \nWOS:000406549900063 | \nUnited Kingdom | \nFrenchay Hosp | \nNon-EU associate | \nChina | \nZhejiang Prov Peoples Hosp | \nChina | \nHealth Sciences | \nClinical Medicine | \nAnesthesiology | \n
63193 | \nWOS:000494411700001 | \nUnited Kingdom | \nKings Coll London | \nNon-EU associate | \nChina | \nShanghai Proton & Heavy Ion Ctr | \nChina | \nEconomic & Social Sciences | \nSocial Sciences | \nInformation & Library Sciences | \n
327320 | \nWOS:000392789400020 | \nPoland | \nPolish Acad Sci | \nEU | \nChina | \nWuhan Univ Technol | \nChina | \nApplied Sciences | \nEngineering | \nOperations Research | \n
100 rows × 10 columns
\nPublication Year | \n2011 | \n2012 | \n2013 | \n2014 | \n2015 | \n2016 | \n2017 | \n2018 | \n2019 | \n2020 | \n2021 | \n2022 | \n
---|---|---|---|---|---|---|---|---|---|---|---|---|
Country | \n\n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n |
Austria | \n22 | \n24 | \n26 | \n39 | \n50 | \n57 | \n72 | \n89 | \n138 | \n137 | \n185 | \n205 | \n
Belgium | \n34 | \n38 | \n40 | \n65 | \n71 | \n81 | \n90 | \n133 | \n179 | \n213 | \n242 | \n292 | \n
Bulgaria | \n4 | \n5 | \n8 | \n9 | \n7 | \n19 | \n21 | \n18 | \n10 | \n25 | \n32 | \n19 | \n
Croatia | \n1 | \n2 | \n6 | \n8 | \n10 | \n7 | \n10 | \n19 | \n27 | \n29 | \n33 | \n35 | \n
Cyprus | \n2 | \n1 | \n5 | \n5 | \n5 | \n5 | \n8 | \n7 | \n15 | \n28 | \n36 | \n43 | \n
Czech Republic | \n13 | \n15 | \n16 | \n21 | \n20 | \n36 | \n37 | \n56 | \n64 | \n81 | \n93 | \n123 | \n
Denmark | \n35 | \n33 | \n40 | \n59 | \n68 | \n74 | \n101 | \n195 | \n234 | \n245 | \n293 | \n343 | \n
Estonia | \n3 | \n3 | \n7 | \n10 | \n12 | \n10 | \n15 | \n15 | \n16 | \n38 | \n45 | \n39 | \n
Finland | \n31 | \n35 | \n44 | \n82 | \n100 | \n125 | \n126 | \n198 | \n241 | \n256 | \n289 | \n380 | \n
France | \n117 | \n130 | \n174 | \n231 | \n269 | \n325 | \n348 | \n491 | \n648 | \n691 | \n807 | \n858 | \n
Germany | \n123 | \n172 | \n192 | \n273 | \n310 | \n365 | \n456 | \n604 | \n801 | \n907 | \n1210 | \n1386 | \n
Greece | \n15 | \n18 | \n19 | \n32 | \n35 | \n50 | \n47 | \n81 | \n114 | \n122 | \n139 | \n181 | \n
Hungary | \n11 | \n11 | \n21 | \n16 | \n20 | \n38 | \n34 | \n47 | \n61 | \n61 | \n83 | \n90 | \n
Ireland | \n13 | \n16 | \n22 | \n31 | \n27 | \n45 | \n66 | \n72 | \n84 | \n116 | \n167 | \n187 | \n
Italy | \n51 | \n70 | \n84 | \n116 | \n178 | \n187 | \n247 | \n325 | \n441 | \n571 | \n641 | \n811 | \n
Latvia | \n0 | \n0 | \n1 | \n0 | \n1 | \n8 | \n10 | \n15 | \n10 | \n9 | \n13 | \n18 | \n
Lithuania | \n1 | \n2 | \n10 | \n4 | \n4 | \n13 | \n12 | \n23 | \n38 | \n36 | \n38 | \n38 | \n
Luxembourg | \n2 | \n3 | \n3 | \n1 | \n8 | \n9 | \n13 | \n15 | \n18 | \n22 | \n35 | \n51 | \n
Malta | \n1 | \n0 | \n0 | \n0 | \n1 | \n1 | \n0 | \n0 | \n6 | \n2 | \n7 | \n10 | \n
Netherlands | \n72 | \n64 | \n77 | \n103 | \n139 | \n166 | \n220 | \n297 | \n408 | \n470 | \n529 | \n655 | \n
Norway | \n30 | \n42 | \n60 | \n76 | \n67 | \n88 | \n104 | \n134 | \n222 | \n253 | \n304 | \n311 | \n
Poland | \n17 | \n31 | \n37 | \n57 | \n73 | \n82 | \n98 | \n110 | \n138 | \n181 | \n276 | \n353 | \n
Portugal | \n16 | \n23 | \n35 | \n41 | \n45 | \n58 | \n79 | \n119 | \n136 | \n147 | \n204 | \n212 | \n
Romania | \n7 | \n15 | \n13 | \n16 | \n25 | \n26 | \n37 | \n57 | \n64 | \n55 | \n48 | \n62 | \n
Slovakia | \n9 | \n6 | \n6 | \n10 | \n12 | \n22 | \n18 | \n27 | \n27 | \n34 | \n36 | \n45 | \n
Slovenia | \n7 | \n7 | \n10 | \n12 | \n17 | \n27 | \n22 | \n47 | \n54 | \n31 | \n48 | \n40 | \n
Spain | \n50 | \n49 | \n69 | \n112 | \n138 | \n185 | \n232 | \n273 | \n356 | \n386 | \n473 | \n640 | \n
Sweden | \n34 | \n50 | \n59 | \n83 | \n113 | \n170 | \n233 | \n232 | \n385 | \n359 | \n428 | \n510 | \n
Switzerland | \n37 | \n50 | \n54 | \n74 | \n74 | \n95 | \n155 | \n195 | \n233 | \n263 | \n349 | \n447 | \n
United Kingdom | \n363 | \n417 | \n531 | \n660 | \n781 | \n979 | \n1350 | \n1837 | \n2430 | \n3108 | \n3718 | \n4245 | \n
Publication Year | \n2011 | \n2012 | \n2013 | \n2014 | \n2015 | \n2016 | \n2017 | \n2018 | \n2019 | \n2020 | \n2021 | \n2022 | \n
---|---|---|---|---|---|---|---|---|---|---|---|---|
Country | \n\n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n |
Austria | \n1.962533 | \n1.801802 | \n1.557819 | \n1.736420 | \n1.865672 | \n1.699970 | \n1.689744 | \n1.552958 | \n1.816267 | \n1.543488 | \n1.712804 | \n1.623248 | \n
Belgium | \n3.033006 | \n2.852853 | \n2.396645 | \n2.894034 | \n2.649254 | \n2.415747 | \n2.112180 | \n2.320712 | \n2.355883 | \n2.399730 | \n2.240533 | \n2.312139 | \n
Bulgaria | \n0.356824 | \n0.375375 | \n0.479329 | \n0.400712 | \n0.261194 | \n0.566657 | \n0.492842 | \n0.314081 | \n0.131614 | \n0.281658 | \n0.296269 | \n0.150447 | \n
Croatia | \n0.089206 | \n0.150150 | \n0.359497 | \n0.356189 | \n0.373134 | \n0.208768 | \n0.234687 | \n0.331530 | \n0.355357 | \n0.326724 | \n0.305527 | \n0.277140 | \n
Cyprus | \n0.178412 | \n0.075075 | \n0.299581 | \n0.222618 | \n0.186567 | \n0.149120 | \n0.187749 | \n0.122143 | \n0.197420 | \n0.315457 | \n0.333302 | \n0.340486 | \n
Czech Republic | \n1.159679 | \n1.126126 | \n0.958658 | \n0.934996 | \n0.746269 | \n1.073665 | \n0.868341 | \n0.977142 | \n0.842327 | \n0.912573 | \n0.861031 | \n0.973949 | \n
Denmark | \n3.122212 | \n2.477477 | \n2.396645 | \n2.626892 | \n2.537313 | \n2.206979 | \n2.370336 | \n3.402548 | \n3.079758 | \n2.760252 | \n2.712712 | \n2.715971 | \n
Estonia | \n0.267618 | \n0.225225 | \n0.419413 | \n0.445236 | \n0.447761 | \n0.298240 | \n0.352030 | \n0.261734 | \n0.210582 | \n0.428121 | \n0.416628 | \n0.308813 | \n
Finland | \n2.765388 | \n2.627628 | \n2.636309 | \n3.650935 | \n3.731343 | \n3.728005 | \n2.957052 | \n3.454894 | \n3.171887 | \n2.884182 | \n2.675678 | \n3.008948 | \n
France | \n10.437110 | \n9.759760 | \n10.425404 | \n10.284951 | \n10.037313 | \n9.692812 | \n8.167097 | \n8.567440 | \n8.528560 | \n7.785038 | \n7.471530 | \n6.793887 | \n
Germany | \n10.972346 | \n12.912913 | \n11.503895 | \n12.154942 | \n11.567164 | \n10.885774 | \n10.701713 | \n10.539173 | \n10.542248 | \n10.218567 | \n11.202666 | \n10.974741 | \n
Greece | \n1.338091 | \n1.351351 | \n1.138406 | \n1.424755 | \n1.305970 | \n1.491202 | \n1.103027 | \n1.413366 | \n1.500395 | \n1.374493 | \n1.286918 | \n1.433209 | \n
Hungary | \n0.981267 | \n0.825826 | \n1.258238 | \n0.712378 | \n0.746269 | \n1.133313 | \n0.797935 | \n0.820101 | \n0.802843 | \n0.687247 | \n0.768447 | \n0.712645 | \n
Ireland | \n1.159679 | \n1.201201 | \n1.318155 | \n1.380232 | \n1.007463 | \n1.342082 | \n1.548932 | \n1.256325 | \n1.105554 | \n1.306895 | \n1.546153 | \n1.480719 | \n
Italy | \n4.549509 | \n5.255255 | \n5.032954 | \n5.164737 | \n6.641791 | \n5.577095 | \n5.796761 | \n5.670913 | \n5.804159 | \n6.433078 | \n5.934636 | \n6.421728 | \n
Latvia | \n0.000000 | \n0.000000 | \n0.059916 | \n0.000000 | \n0.037313 | \n0.238592 | \n0.234687 | \n0.261734 | \n0.131614 | \n0.101397 | \n0.120359 | \n0.142529 | \n
Lithuania | \n0.089206 | \n0.150150 | \n0.599161 | \n0.178094 | \n0.149254 | \n0.387712 | \n0.281624 | \n0.401326 | \n0.500132 | \n0.405588 | \n0.351819 | \n0.300895 | \n
Luxembourg | \n0.178412 | \n0.225225 | \n0.179748 | \n0.044524 | \n0.298507 | \n0.268416 | \n0.305093 | \n0.261734 | \n0.236904 | \n0.247859 | \n0.324044 | \n0.403832 | \n
Malta | \n0.089206 | \n0.000000 | \n0.000000 | \n0.000000 | \n0.037313 | \n0.029824 | \n0.000000 | \n0.000000 | \n0.078968 | \n0.022533 | \n0.064809 | \n0.079183 | \n
Netherlands | \n6.422837 | \n4.804805 | \n4.613541 | \n4.585931 | \n5.186567 | \n4.950790 | \n5.163107 | \n5.182342 | \n5.369834 | \n5.295178 | \n4.897695 | \n5.186476 | \n
Norway | \n2.676182 | \n3.153153 | \n3.594967 | \n3.383793 | \n2.500000 | \n2.624515 | \n2.440742 | \n2.338161 | \n2.921822 | \n2.850383 | \n2.814554 | \n2.462586 | \n
Poland | \n1.516503 | \n2.327327 | \n2.216896 | \n2.537845 | \n2.723881 | \n2.445571 | \n2.299930 | \n1.919386 | \n1.816267 | \n2.039207 | \n2.555319 | \n2.795154 | \n
Portugal | \n1.427297 | \n1.726727 | \n2.097064 | \n1.825467 | \n1.679104 | \n1.729794 | \n1.854025 | \n2.076426 | \n1.789945 | \n1.656151 | \n1.888714 | \n1.678676 | \n
Romania | \n0.624442 | \n1.126126 | \n0.778910 | \n0.712378 | \n0.932836 | \n0.775425 | \n0.868341 | \n0.994591 | \n0.842327 | \n0.619648 | \n0.444403 | \n0.490934 | \n
Slovakia | \n0.802855 | \n0.450450 | \n0.359497 | \n0.445236 | \n0.447761 | \n0.656129 | \n0.422436 | \n0.471122 | \n0.355357 | \n0.383055 | \n0.333302 | \n0.356323 | \n
Slovenia | \n0.624442 | \n0.525526 | \n0.599161 | \n0.534283 | \n0.634328 | \n0.805249 | \n0.516311 | \n0.820101 | \n0.710713 | \n0.349256 | \n0.444403 | \n0.316731 | \n
Spain | \n4.460303 | \n3.678679 | \n4.134212 | \n4.986643 | \n5.149254 | \n5.517447 | \n5.444731 | \n4.763567 | \n4.685444 | \n4.348806 | \n4.379224 | \n5.067701 | \n
Sweden | \n3.033006 | \n3.753754 | \n3.535051 | \n3.695459 | \n4.216418 | \n5.070086 | \n5.468200 | \n4.048159 | \n5.067123 | \n4.044615 | \n3.962596 | \n4.038324 | \n
Switzerland | \n3.300624 | \n3.753754 | \n3.235470 | \n3.294746 | \n2.761194 | \n2.833284 | \n3.637644 | \n3.402548 | \n3.066596 | \n2.963046 | \n3.231182 | \n3.539473 | \n
United Kingdom | \n32.381802 | \n31.306306 | \n31.815458 | \n29.385574 | \n29.141791 | \n29.197733 | \n31.682704 | \n32.053743 | \n31.982101 | \n35.015773 | \n34.422739 | \n33.613113 | \n
\n | UT (Unique WOS ID) | \nCountry | \nInstitution_harm | \nCountry_Type | \n
---|---|---|---|---|
104534 | \nWOS:000536637200011 | \nUnited Kingdom | \nUniv Warwick | \nNon-EU associate | \n
120323 | \nWOS:000373806800006 | \nFrance | \nENSAIT | \nEU | \n
41841 | \nWOS:000542956600003 | \nChina | \nNanjing Univ Aeronaut & Astronaut | \nChina | \n
100019 | \nWOS:000459844300007 | \nUnited Kingdom | \nUniv Manchester | \nNon-EU associate | \n
174151 | \nWOS:000843324300007 | \nIreland | \nTrinity Coll Dublin | \nEU | \n
... | \n... | \n... | \n... | \n... | \n
157638 | \nWOS:000863147500001 | \nFinland | \nUniv Turku | \nEU | \n
71835 | \nWOS:000798227800116 | \nChina | \nShanghai Jiao Tong Univ | \nChina | \n
128870 | \nWOS:000460118200077 | \nSweden | \nRoyal Inst Technol | \nEU | \n
37822 | \nWOS:000517665600048 | \nChina | \nChinese Acad Sci | \nChina | \n
26625 | \nWOS:000453750400001 | \nChina | \nHangzhou Dianzi Univ | \nChina | \n
100 rows × 4 columns
\n\n | Institution | \nInstitution_harm | \nUT (Unique WOS ID) | \n
---|---|---|---|
16 | \nChinese Acad Sci | \nChinese Acad Sci | \n1 | \n
3149 | \nChinese Acad Sci | \nChinese Acad Sci | \n4614 | \n
3153 | \nChinese Acad Sci AIRCAS | \nChinese Acad Sci | \n2 | \n
3155 | \nChinese Acad Sci CAREERI CAS | \nChinese Acad Sci | \n1 | \n
3157 | \nChinese Acad Sci CASIA | \nChinese Acad Sci | \n8 | \n
3159 | \nChinese Acad Sci GUCAS | \nChinese Acad Sci | \n2 | \n
3160 | \nChinese Acad Sci IAP | \nChinese Acad Sci | \n1 | \n
3161 | \nChinese Acad Sci IECAS | \nChinese Acad Sci | \n2 | \n
3162 | \nChinese Acad Sci IME CAS | \nChinese Acad Sci | \n1 | \n
3163 | \nChinese Acad Sci IMECAS | \nChinese Acad Sci | \n1 | \n
3164 | \nChinese Acad Sci ITP CAS | \nChinese Acad Sci | \n1 | \n
3166 | \nChinese Acad Sci NAOC | \nChinese Acad Sci | \n1 | \n
3167 | \nChinese Acad Sci NAOC CAS | \nChinese Acad Sci | \n2 | \n
13501 | \nRCEES Chinese Acad Sci | \nChinese Acad Sci | \n1 | \n
19499 | \nZIAT Chinese Acad Sci | \nChinese Acad Sci | \n1 | \n
\n | UT (Unique WOS ID) | \nCountry_eu | \nInstitution_harm_eu | \nCountry_Type_eu | \nCountry_ch | \nInstitution_harm_ch | \nCountry_Type_ch | \nDomain_English | \nField_English | \nSubField_English | \n
---|---|---|---|---|---|---|---|---|---|---|
263074 | \nWOS:000597493300001 | \nUnited Kingdom | \nUniv Northumbria Newcastle | \nNon-EU associate | \nChina | \nNanchang Univ | \nChina | \nNatural Sciences | \nChemistry | \nAnalytical Chemistry | \n
71907 | \nWOS:000494411700001 | \nGermany | \nUniv Wurzburg | \nEU | \nChina | \nSouth China Agr Univ | \nChina | \nEconomic & Social Sciences | \nSocial Sciences | \nInformation & Library Sciences | \n
303069 | \nWOS:000569985300066 | \nItaly | \nSelex | \nEU | \nChina | \nWuhan Elect Informat Inst | \nChina | \nApplied Sciences | \nEngineering | \nComputation Theory & Mathematics | \n
259937 | \nWOS:000557391000036 | \nUnited Kingdom | \nUniv Glasgow | \nNon-EU associate | \nChina | \nSouthwest Jiaotong Univ | \nChina | \nNatural Sciences | \nChemistry | \nAnalytical Chemistry | \n
302133 | \nWOS:000477943300012 | \nItaly | \nPolitecn Milan | \nEU | \nChina | \nCity Univ Hong Kong | \nChina | \nApplied Sciences | \nInformation & Communication Technologies | \nArtificial Intelligence & Image Processing | \n
... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n... | \n
179087 | \nWOS:000460128100005 | \nFinland | \nUniv Jyvaskyla | \nEU | \nChina | \nCapital Med Univ | \nChina | \nHealth Sciences | \nClinical Medicine | \nOphthalmology & Optometry | \n
333080 | \nWOS:000589420400001 | \nIreland | \nUniv Coll Dublin | \nEU | \nChina | \nGuangxi Normal Univ | \nChina | \nNatural Sciences | \nChemistry | \nOrganic Chemistry | \n
300958 | \nWOS:000388876400003 | \nFinland | \nNokias Mobile Networks Organizat | \nEU | \nChina | \nNokia Bell Labs | \nChina | \nApplied Sciences | \nInformation & Communication Technologies | \nNetworking & Telecommunications | \n
95342 | \nWOS:000579154000008 | \nUnited Kingdom | \nImperial Coll London | \nNon-EU associate | \nChina | \nWuhan Polytech Univ | \nChina | \nHealth Sciences | \nClinical Medicine | \nGeneral & Internal Medicine | \n
197767 | \nWOS:000571399800004 | \nSwitzerland | \nUniv Bern | \nNon-EU associate | \nChina | \nShandong Univ | \nChina | \nNatural Sciences | \nPhysics & Astronomy | \nGeneral Physics | \n
100 rows × 10 columns
\n