Datasets:

t-puzanov
/

openalex-graph

Unnamed: 0 int64 0 4.43k	id int64 10k 14.5k	name stringlengths 14 83	incoming_links float64 4.43k 7.29M	outgoing_links float64 4.43k 4.05M	incoming_links_entropy float64 0.11 0.87	outgoing_links_entropy float64 0.12 0.87	ext_incoming_links_entropy float64 0.32 0.9	ext_outgoing_links_entropy float64 0.33 0.88	internal_links float64 1 55.7M	works_count int64 1 39.1M	field_id int64 0 9	field_name stringclasses 26 values	pi_c float64 0 0.03	pi_r float64 0 0.01	subfield_id int64 0 922	subfield_name stringclasses 245 values
0	10,001	Geological and Geochemical Analysis	2,469,751	2,304,000	0.472753	0.463294	0.507387	0.50613	6,633,340	832,489	9	Earth and Planetary Sciences	0.002658	0.003036	908	Geophysics
1	10,002	Advanced Chemical Physics Studies	6,167,151	2,708,786	0.661824	0.629123	0.685764	0.665503	3,040,432	347,466	1	Physics and Astronomy	0.001051	0.004887	107	Atomic and Molecular Physics, and Optics
2	10,003	Innovation and Knowledge Management	2,353,123	1,989,339	0.67542	0.658842	0.686537	0.67293	971,746	162,633	4	Business, Management and Accounting	0.00091	0.000852	408	Strategy and Management
3	10,004	Soil Carbon and Nitrogen Dynamics	2,908,236	2,824,046	0.612352	0.615927	0.637929	0.64468	3,054,696	424,257	1	Agricultural and Biological Sciences	0.002344	0.001364	111	Soil Science
4	10,005	Ecology and Vegetation Dynamics Studies	4,164,736	2,724,948	0.654743	0.640047	0.668658	0.656542	2,062,411	276,566	3	Environmental Science	0.001564	0.001833	309	Nature and Landscape Conservation
5	10,006	Job Satisfaction and Organizational Behavior	2,241,140	2,401,834	0.653445	0.651121	0.669847	0.669568	1,449,658	231,195	4	Business, Management and Accounting	0.001181	0.000908	407	Organizational Behavior and Human Resource Management
6	10,007	Monetary Policy and Economic Impact	2,083,851	1,484,584	0.60359	0.566084	0.636846	0.613176	1,840,377	489,894	0	Economics, Econometrics and Finance	0.000639	0.002034	0	General Economics, Econometrics and Finance
7	10,008	Teacher Education and Leadership Studies	1,187,426	1,635,639	0.642636	0.663025	0.65932	0.679373	720,355	370,353	3	Social Sciences	0.000914	0.000394	304	Education
8	10,009	Dementia and Cognitive Impairment Research	2,977,284	2,984,371	0.680275	0.676225	0.726952	0.725227	2,922,531	355,531	7	Medicine	0.001506	0.002073	738	Psychiatry and Mental health
9	10,010	Obesity, Physical Activity, Diet	1,756,595	1,346,846	0.642425	0.616642	0.685208	0.662596	855,678	166,035	7	Medicine	0.000546	0.00096	739	Public Health, Environmental and Occupational Health
10	10,011	Literature: history, themes, analysis	101,466	111,309	0.680518	0.668853	0.709975	0.700319	7,058	112,126	2	Arts and Humanities	0.000032	0.000044	208	Literature and Literary Theory
11	10,012	Genetic diversity and population structure	1,996,045	2,863,427	0.646002	0.642262	0.693642	0.690531	2,040,007	245,549	3	Biochemistry, Genetics and Molecular Biology	0.001852	0.001057	311	Genetics
12	10,013	Asymmetric Synthesis and Catalysis	1,644,348	1,478,503	0.506892	0.520006	0.542071	0.558278	1,404,944	144,985	6	Chemistry	0.001013	0.000918	605	Organic Chemistry
13	10,014	Plant Stress Responses and Tolerance	2,580,133	3,177,058	0.614693	0.62307	0.644799	0.655677	2,503,815	207,664	1	Agricultural and Biological Sciences	0.002158	0.001186	110	Plant Science
14	10,015	Genomics and Phylogenetic Studies	7,287,848	1,972,590	0.727732	0.693225	0.741873	0.713686	1,410,128	390,048	3	Biochemistry, Genetics and Molecular Biology	0.000648	0.004257	312	Molecular Biology
15	10,016	Adsorption and biosorption for pollutant removal	2,329,627	3,051,090	0.603929	0.631291	0.656427	0.67398	3,076,543	240,780	3	Environmental Science	0.003437	0.000956	312	Water Science and Technology
16	10,017	Geology and Paleoclimatology Research	1,964,803	1,932,245	0.583558	0.561888	0.638298	0.626466	2,086,328	419,548	9	Earth and Planetary Sciences	0.001312	0.001218	902	Atmospheric Science
17	10,018	Advancements in Battery Materials	1,934,329	1,730,057	0.489214	0.518986	0.626124	0.659053	4,031,760	226,460	2	Engineering	0.002524	0.001332	208	Electrical and Electronic Engineering
18	10,019	Corporate Finance and Governance	1,973,153	1,737,287	0.592808	0.598215	0.621043	0.634858	1,948,607	344,617	4	Business, Management and Accounting	0.00108	0.001157	402	Accounting
19	10,020	Quantum Information and Cryptography	885,412	1,100,641	0.435599	0.458394	0.554426	0.573656	1,679,883	145,738	7	Computer Science	0.000899	0.001004	702	Artificial Intelligence
20	10,021	EFL/ESL Teaching and Learning	1,319,939	1,858,335	0.584054	0.638637	0.608689	0.665193	1,631,030	691,208	2	Arts and Humanities	0.001585	0.000591	203	Language and Linguistics
21	10,022	Semiconductor Quantum Structures and Devices	860,546	808,838	0.445313	0.430017	0.565873	0.565623	904,764	135,713	1	Physics and Astronomy	0.000471	0.000709	107	Atomic and Molecular Physics, and Optics
22	10,023	Schizophrenia research and treatment	2,242,953	2,420,778	0.642904	0.63506	0.707085	0.706765	2,928,835	300,773	7	Medicine	0.001266	0.001956	738	Psychiatry and Mental health
23	10,024	TiO2 Photocatalysis and Solar Cells	2,232,505	1,739,801	0.575267	0.600276	0.68207	0.707169	2,048,917	164,340	1	Energy	0.001588	0.00102	105	Renewable Energy, Sustainability and the Environment
24	10,025	Black Holes and Theoretical Physics	1,079,958	1,334,146	0.382751	0.384062	0.509375	0.487204	2,973,976	194,774	1	Physics and Astronomy	0.001357	0.001809	106	Nuclear and High Energy Physics
25	10,026	Galaxies: Formation, Evolution, Phenomena	1,209,035	1,245,645	0.332927	0.332208	0.442753	0.430628	4,318,589	306,311	1	Physics and Astronomy	0.001557	0.002113	103	Astronomy and Astrophysics
26	10,027	Diabetes, Cardiovascular Risks, and Lipoproteins	1,850,421	1,222,736	0.652884	0.598743	0.703008	0.656361	609,478	126,032	7	Medicine	0.000342	0.001083	712	Endocrinology, Diabetes and Metabolism
27	10,028	Topic Modeling	1,173,679	935,979	0.595496	0.565606	0.645766	0.623682	656,198	174,916	7	Computer Science	0.000442	0.000672	702	Artificial Intelligence
28	10,029	Climate variability and models	2,800,076	1,720,025	0.634057	0.553132	0.684433	0.619323	2,432,057	305,188	3	Environmental Science	0.000912	0.002191	306	Global and Planetary Change
29	10,030	Electrocatalysts for Energy Conversion	2,152,787	2,619,870	0.514619	0.552319	0.619604	0.640966	4,475,655	200,035	1	Energy	0.003762	0.001242	105	Renewable Energy, Sustainability and the Environment
30	10,031	T-cell and B-cell Immunology	4,918,932	2,599,249	0.679982	0.636089	0.715137	0.686028	2,720,840	261,877	4	Immunology and Microbiology	0.000845	0.004238	403	Immunology
31	10,032	Marine and coastal ecosystems	2,079,302	1,752,122	0.566154	0.558882	0.626956	0.626439	1,892,884	236,607	9	Earth and Planetary Sciences	0.001164	0.001153	910	Oceanography
32	10,033	Concrete and Cement Materials Research	1,161,512	1,144,819	0.476488	0.51756	0.513076	0.564076	1,776,222	238,627	2	Engineering	0.001558	0.000549	205	Civil and Structural Engineering
33	10,034	Syntax, Semantics, Linguistic Variation	1,651,814	1,475,997	0.563486	0.551644	0.59283	0.585006	2,360,149	648,367	2	Arts and Humanities	0.000961	0.001693	203	Language and Linguistics
34	10,035	Phytochemicals and Antioxidant Activities	2,447,145	1,971,419	0.643797	0.646012	0.655491	0.658764	890,397	131,151	7	Medicine	0.000952	0.000841	704	Biochemistry
35	10,036	Advanced Neural Network Applications	3,032,117	1,665,779	0.632066	0.659702	0.655536	0.693721	1,569,510	209,853	7	Computer Science	0.000908	0.001752	707	Computer Vision and Pattern Recognition
36	10,037	Physics of Superconductivity and Magnetism	1,480,294	1,109,965	0.473299	0.453311	0.547803	0.544714	2,255,348	267,813	1	Physics and Astronomy	0.000797	0.001837	104	Condensed Matter Physics
37	10,038	Tuberculosis Research and Epidemiology	1,188,696	1,252,211	0.598368	0.603852	0.707199	0.739345	2,347,719	402,150	7	Medicine	0.00093	0.001249	725	Infectious Diseases
38	10,039	Stellar, planetary, and galactic studies	1,195,794	1,267,480	0.379211	0.377976	0.491501	0.482794	3,462,011	551,362	1	Physics and Astronomy	0.001268	0.001927	103	Astronomy and Astrophysics
39	10,040	Adaptive Control of Nonlinear Systems	725,887	727,503	0.48369	0.487961	0.548537	0.554185	668,365	84,208	2	Engineering	0.000527	0.000457	207	Control and Systems Engineering
40	10,041	COVID-19 Clinical Research Studies	1,432,682	1,393,394	0.618091	0.604408	0.679668	0.687298	1,145,509	137,866	7	Medicine	0.000687	0.000796	725	Infectious Diseases
41	10,042	Neural and Behavioral Psychology Studies	2,676,656	1,833,742	0.685811	0.627836	0.718081	0.673118	901,268	109,347	8	Neuroscience	0.000521	0.001669	805	Cognitive Neuroscience
42	10,043	Substance Abuse Treatment and Outcomes	1,974,135	2,214,516	0.657639	0.666713	0.703916	0.712759	1,853,120	351,293	7	Medicine	0.001119	0.001256	713	Epidemiology
43	10,044	Protein Structure and Dynamics	4,047,590	2,861,766	0.706223	0.665924	0.744288	0.715412	2,217,077	232,705	3	Biochemistry, Genetics and Molecular Biology	0.000918	0.003345	312	Molecular Biology
44	10,045	Organic Electronics and Photovoltaics	1,234,275	1,080,926	0.484259	0.483833	0.638646	0.649576	2,076,464	127,031	2	Engineering	0.00106	0.001044	208	Electrical and Electronic Engineering
45	10,046	Stability and Control of Uncertain Systems	781,622	844,176	0.475036	0.470551	0.573854	0.57343	1,122,393	123,290	2	Engineering	0.000679	0.000699	207	Control and Systems Engineering
46	10,047	Financial Markets and Investment Strategies	1,769,343	1,503,519	0.552524	0.558419	0.603441	0.627225	2,167,079	356,416	0	Economics, Econometrics and Finance	0.000906	0.00156	3	Finance
47	10,048	Particle physics theoretical and experimental studies	1,415,620	1,308,506	0.404998	0.371623	0.52483	0.479973	3,351,869	615,252	1	Physics and Astronomy	0.001326	0.002368	106	Nuclear and High Energy Physics
48	10,049	Magnetic properties of thin films	862,740	976,104	0.464555	0.459987	0.591764	0.580982	1,680,740	189,896	1	Physics and Astronomy	0.000906	0.000852	107	Atomic and Molecular Physics, and Optics
49	10,050	Multi-Criteria Decision Making	1,208,598	1,421,194	0.699595	0.704743	0.741112	0.746556	1,321,112	190,183	8	Decision Sciences	0.001179	0.000667	803	Management Science and Operations Research
50	10,051	Asthma and respiratory diseases	1,880,482	1,920,113	0.641992	0.628528	0.715105	0.71188	2,250,007	314,912	7	Medicine	0.001035	0.001468	737	Physiology
51	10,052	Medical Image Segmentation Techniques	1,668,293	1,404,455	0.632623	0.622258	0.690448	0.68619	1,084,226	176,460	7	Computer Science	0.000676	0.00102	707	Computer Vision and Pattern Recognition
52	10,053	International Relations and Foreign Policy	1,520,255	1,300,680	0.683503	0.674048	0.692521	0.684611	789,734	478,671	3	Social Sciences	0.000547	0.000849	320	Political Science and International Relations
53	10,054	Parallel Computing and Optimization Techniques	1,362,231	1,066,291	0.599383	0.561478	0.671523	0.645227	1,293,108	283,179	7	Computer Science	0.000584	0.001311	708	Hardware and Architecture
54	10,055	Diverse Aspects of Tourism Research	1,189,527	1,760,300	0.630415	0.696792	0.651837	0.721686	1,325,577	507,014	3	Social Sciences	0.001597	0.000415	312	Sociology and Political Science
55	10,056	Neurotransmitter Receptor Influence on Behavior	2,984,164	2,449,679	0.655448	0.617498	0.716375	0.6938	1,954,580	158,693	8	Neuroscience	0.000893	0.002196	804	Cellular and Molecular Neuroscience
56	10,057	Face and Expression Recognition	627,863	451,918	0.546969	0.487287	0.66773	0.620319	282,851	46,784	7	Computer Science	0.000147	0.000458	707	Computer Vision and Pattern Recognition
57	10,058	Entrepreneurship Studies and Influences	1,228,929	2,074,681	0.675799	0.711855	0.708318	0.746113	1,618,580	326,776	4	Business, Management and Accounting	0.001572	0.000531	405	Management of Technology and Innovation
58	10,059	Bone Tissue Engineering Materials	1,679,550	2,590,496	0.603451	0.62796	0.6768	0.687354	1,908,903	183,592	2	Engineering	0.00224	0.000667	204	Biomedical Engineering
59	10,060	Smoking Behavior and Cessation	1,298,363	1,291,693	0.653657	0.642625	0.784115	0.785904	1,990,685	257,778	7	Medicine	0.000817	0.001254	737	Physiology
60	10,061	Algebraic Geometry and Number Theory	545,949	451,945	0.383242	0.354233	0.474473	0.450352	823,126	178,180	6	Mathematics	0.000177	0.00162	608	Geometry and Topology
61	10,062	MicroRNA in disease regulation	2,102,398	2,029,997	0.659371	0.64627	0.75103	0.740289	1,573,952	128,045	3	Biochemistry, Genetics and Molecular Biology	0.000835	0.001364	306	Cancer Research
62	10,063	Nanoparticle-Based Drug Delivery	2,694,181	4,051,310	0.655079	0.69388	0.689804	0.7259	1,797,902	153,773	5	Materials Science	0.002381	0.001025	502	Biomaterials
63	10,064	Complex Network Analysis Techniques	1,464,566	1,062,723	0.699293	0.661553	0.759266	0.736832	1,026,313	119,453	1	Physics and Astronomy	0.00052	0.001064	109	Statistical and Nonlinear Physics
64	10,065	Atrial Fibrillation Management and Outcomes	765,470	812,828	0.467193	0.459456	0.655415	0.65742	1,422,419	160,192	7	Medicine	0.000542	0.000798	705	Cardiology and Cardiovascular Medicine
65	10,066	Gut microbiota and health	2,621,441	3,514,767	0.705474	0.707815	0.75923	0.759366	2,288,755	178,947	3	Biochemistry, Genetics and Molecular Biology	0.001835	0.001327	312	Molecular Biology
66	10,067	Stochastic processes and financial applications	728,644	659,955	0.489779	0.456201	0.627302	0.611364	923,163	138,529	0	Economics, Econometrics and Finance	0.000313	0.001048	3	Finance
67	10,068	Technology Adoption and User Behaviour	1,388,202	1,687,921	0.668387	0.688844	0.697817	0.718358	980,306	166,579	8	Decision Sciences	0.0012	0.000416	802	Information Systems and Management
68	10,069	Antenna Design and Analysis	449,758	543,978	0.392992	0.414723	0.516444	0.53596	1,174,892	205,562	2	Engineering	0.000855	0.000405	202	Aerospace Engineering
69	10,070	Political Conflict and Governance	855,614	820,418	0.679756	0.662465	0.698115	0.681439	322,666	104,236	3	Social Sciences	0.000296	0.000437	312	Sociology and Political Science
70	10,071	Bone health and osteoporosis research	1,594,531	1,333,531	0.609594	0.589775	0.702106	0.698914	1,748,290	196,724	7	Medicine	0.000732	0.001201	732	Orthopedics and Sports Medicine
71	10,072	Science Education and Pedagogy	1,040,923	1,379,935	0.628971	0.668898	0.658622	0.700814	1,115,906	450,688	3	Social Sciences	0.001031	0.00049	304	Education
72	10,073	Hepatocellular Carcinoma Treatment and Prognosis	1,156,964	1,335,013	0.591319	0.574014	0.724345	0.710744	1,515,285	196,704	7	Medicine	0.00074	0.000895	721	Hepatology
73	10,074	Carbon Nanotubes in Composites	1,371,793	920,896	0.568939	0.564698	0.669043	0.685459	901,569	89,409	5	Materials Science	0.000617	0.000711	505	Materials Chemistry
74	10,075	Atmospheric chemistry and aerosols	1,752,632	1,703,729	0.563168	0.555523	0.634046	0.635749	2,810,356	357,045	9	Earth and Planetary Sciences	0.00144	0.001452	902	Atmospheric Science
75	10,076	Plant-Microbe Interactions and Immunity	2,024,833	2,831,220	0.574478	0.608273	0.604099	0.641058	1,903,613	180,697	1	Agricultural and Biological Sciences	0.002102	0.000814	110	Plant Science
76	10,077	Neuroscience and Neuropharmacology Research	5,115,571	3,385,702	0.68433	0.646696	0.718274	0.691197	2,919,984	251,833	8	Neuroscience	0.001113	0.004107	804	Cellular and Molecular Neuroscience
77	10,078	Advanced Photocatalysis Techniques	2,315,302	3,738,670	0.556582	0.599427	0.639876	0.663396	3,787,762	188,837	1	Energy	0.004573	0.001011	105	Renewable Energy, Sustainability and the Environment
78	10,079	Nanoparticles: synthesis and applications	1,599,209	2,321,965	0.638553	0.684202	0.72086	0.747805	1,543,718	114,784	5	Materials Science	0.002036	0.000562	505	Materials Chemistry
79	10,080	Energy Efficient Wireless Sensor Networks	589,905	656,204	0.515591	0.513205	0.597587	0.594109	847,933	120,392	7	Computer Science	0.000651	0.000373	705	Computer Networks and Communications
80	10,081	Auditing, Earnings Management, Governance	873,654	1,079,360	0.494961	0.539442	0.555885	0.614408	1,317,005	258,252	4	Business, Management and Accounting	0.000864	0.000517	402	Accounting
81	10,082	HIV/AIDS Research and Interventions	1,261,176	1,396,031	0.609301	0.616045	0.677525	0.682242	1,676,574	297,956	7	Medicine	0.000885	0.000966	725	Infectious Diseases
82	10,083	Graphene research and applications	2,374,920	1,446,284	0.594425	0.592205	0.670608	0.683115	1,442,853	113,816	5	Materials Science	0.000906	0.001218	505	Materials Chemistry
83	10,084	Musculoskeletal pain and rehabilitation	1,275,945	1,253,866	0.604764	0.60374	0.673054	0.678038	989,077	164,046	7	Medicine	0.000648	0.000673	736	Pharmacology
84	10,085	Parkinson's Disease Mechanisms and Treatments	2,120,219	2,148,051	0.653899	0.640832	0.746363	0.736445	2,474,700	188,201	7	Medicine	0.001118	0.001688	728	Neurology
85	10,086	Alzheimer's disease research and treatments	2,970,835	3,175,889	0.666829	0.658603	0.723776	0.723174	2,897,289	196,929	7	Medicine	0.001469	0.002186	737	Physiology
86	10,087	Archaeology and ancient environmental studies	935,652	1,039,133	0.575372	0.589687	0.610321	0.619977	650,917	165,110	9	Earth and Planetary Sciences	0.000641	0.000466	911	Paleontology
87	10,088	Thermochemical Biomass Conversion Processes	1,161,708	1,279,989	0.531785	0.540063	0.598875	0.595747	1,414,454	140,293	2	Engineering	0.001345	0.000534	204	Biomedical Engineering
88	10,089	Avian ecology and behavior	1,389,498	1,535,898	0.571761	0.57624	0.66645	0.666585	1,832,224	881,115	3	Environmental Science	0.001271	0.00082	303	Ecology
89	10,090	ZnO doping and properties	1,040,647	997,908	0.503573	0.51236	0.635655	0.640069	1,043,374	105,107	5	Materials Science	0.000815	0.000524	505	Materials Chemistry
90	10,091	Malaria Research and Control	988,623	986,982	0.582662	0.582161	0.730275	0.760847	2,210,611	222,794	7	Medicine	0.000861	0.001069	739	Public Health, Environmental and Occupational Health
91	10,092	Organometallic Complex Synthesis and Catalysis	1,736,969	1,858,978	0.505892	0.514242	0.560264	0.568722	1,856,244	194,176	6	Chemistry	0.001349	0.00105	605	Organic Chemistry
92	10,093	Nuclear physics research studies	821,401	793,283	0.375489	0.362828	0.461548	0.46417	3,480,944	397,987	1	Physics and Astronomy	0.001168	0.002129	106	Nuclear and High Energy Physics
93	10,094	Epilepsy research and treatment	1,500,030	1,857,176	0.632507	0.625387	0.744296	0.735015	2,544,700	279,518	7	Medicine	0.001196	0.001339	738	Psychiatry and Mental health
94	10,095	Cosmology and Gravitation Theories	1,031,776	1,340,487	0.410118	0.391011	0.550912	0.517573	2,686,730	220,947	1	Physics and Astronomy	0.001425	0.001341	103	Astronomy and Astrophysics
95	10,096	Metal-Organic Frameworks: Synthesis and Applications	1,622,040	1,882,684	0.531863	0.588239	0.646309	0.696505	1,933,284	96,761	6	Chemistry	0.001868	0.00076	604	Inorganic Chemistry
96	10,097	Luminescence Properties of Advanced Materials	747,981	1,048,664	0.46452	0.50244	0.644398	0.65705	1,482,192	131,223	5	Materials Science	0.001185	0.00052	505	Materials Chemistry
97	10,098	Ruminant Nutrition and Digestive Physiology	832,952	1,084,910	0.512777	0.549993	0.630094	0.664984	1,633,267	281,160	1	Agricultural and Biological Sciences	0.001238	0.000473	102	Agronomy and Crop Science
98	10,099	GaN-based semiconductor devices and materials	552,131	587,517	0.416966	0.416279	0.63021	0.646415	1,302,590	140,956	1	Physics and Astronomy	0.000652	0.000563	104	Condensed Matter Physics
99	10,100	Metaheuristic Optimization Algorithms Research	1,847,841	1,252,003	0.690174	0.665646	0.738301	0.724791	1,262,474	158,325	7	Computer Science	0.000695	0.001335	702	Artificial Intelligence

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