Top 20 Key Players companies in Data visualization by Most Research Publications in the world in 2022 – Discovery

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The Data visualization top 20 is Discovery PatSnap’ annual ranking of the top 20 Most Research Publications Data visualization Key Players in the world. Discovery has identified the top key players, startups & unicorns, fast-growings, news entrants in 2022, ranking from differnt perspectives, including patent filing intensity, academic research capability, news media heat. The company list is generated from various data types.

Data visualization is the graphic representation of data. It involves producing images that communicate relationships among the represented data to viewers of the images. This communication is achieved through the use of a systematic mapping between graphic marks and data values in the creation of the visualization. This mapping establishes how data values will be represented visually, determining how and to what extent a property of a graphic mark, such as size or color, will change to reflect change in the value of a datum.

Ranking Year:

Region:

Ranking:

1	International Business Machines Corp.	New York, United States	Software,Computer hardware,Enterprise software, ...[+2]	Literature: 254
2	Microsoft Corp.	Washington, United States	Software,Operating system,Cloud computing, ...[+2]	Literature: 199
3	Ames Research Center	Texas, United States	Market research,NASA research,Silicon valley, ...[+2]	Literature: 65
4	Max Planck Gesellschaft zur Förderung der Wissenschaften eV	Bayern, Germany	Basic research,Publishing,Market research, ...[+2]	Literature: 64
5	Vrvis	Wien, Austria	Computer graphics,Visual computing,Visual analytics, ...[+2]	Literature: 63
6	Commonwealth Scientific & Industrial Research Organisation	Victoria, Australia	Market research,Phosphatase,Kinase, ...[+2]	Literature: 48
7	Nokia Bell Labs France	Île-de-France, France	Construction engineering,Environmental engineering,Civil engineering, ...[+1]	Literature: 47
8	The National Research Council	District of Columbia, United States	Public opinion,Health care,Chemistry, ...[+2]	Literature: 46
9	Google LLC	California, United States	Advertising,Enterprise software,Search engine, ...[+2]	Literature: 41
10	Kitware, Inc.	New York, United States	Software,Medical imaging,Health care, ...[+2]	Literature: 40
11	HP, Inc.	California, United States	Software,Computer hardware,Enterprise software, ...[+2]	Literature: 39
12	Siemens AG	Bayern, Germany	Power transmission,Electronics,Turbine, ...[+2]	Literature: 34
13	U.S. Army Research Laboratory	United States	Light therapy,Electronic visual display,Missile, ...[+2]	Literature: 32
14	European Bioinformatics Institute	Cambridgeshire, United Kingdom	Bioinformatics,Molecular biology,Proteomics, ...[+2]	Literature: 29
15	Intel Corp.	California, United States	Semiconductor,Software,Computer hardware, ...[+2]	Literature: 28
16	Zuse-institut Berlin	Berlin, Germany	Applied mathematics	Literature: 28
17	Adobe, Inc.	California, United States	Software,Enterprise software,Computer vision, ...[+2]	Literature: 26
18	AT&T Labs, Inc.	Texas, United States	Telecommunications,Wireless	Literature: 24
19	Advanced Industrial Science & Technology	Tokyo, Japan	Graphene,Association (object-oriented programming)	Literature: 24
20	Center for Information Technology	United States	Human services,Telecommunications,Computer science, ...[+2]	Literature: 22