Top 20 Key Players companies in Data visualization by Most Literature Citation in the world in 2019 – Discovery

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The Data visualization top 20 is Discovery PatSnap’ annual ranking of the top 20 Most Literature Citation Data visualization Key Players in the world. Discovery has identified the top key players, startups & unicorns, fast-growings, news entrants in 2019, 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 citation: 9,742
2	Microsoft Corp.	Washington, United States	Software,Operating system,Cloud computing, ...[+2]	Literature citation: 8,662
3	European Bioinformatics Institute	Cambridgeshire, United Kingdom	Bioinformatics,Molecular biology,Proteomics, ...[+2]	Literature citation: 5,367
4	Palo Alto Research Center, Inc.	California, United States	Internet of Things,Electronics,Intellectual property, ...[+2]	Literature citation: 3,923
5	Max Planck Gesellschaft zur Förderung der Wissenschaften eV	Bayern, Germany	Basic research,Publishing,Market research, ...[+2]	Literature citation: 3,618
6	Vrvis	Wien, Austria	Computer graphics,Visual computing,Visual analytics, ...[+2]	Literature citation: 2,455
7	Nokia Bell Labs France	Île-de-France, France	Construction engineering,Environmental engineering,Civil engineering, ...[+1]	Literature citation: 2,267
8	Kitware, Inc.	New York, United States	Software,Medical imaging,Health care, ...[+2]	Literature citation: 2,140
9	AT&T, Inc.	Texas, United States	Wireless,Telecommunications,Mobile device, ...[+2]	Literature citation: 2,050
10	NVIDIA Corp.	California, United States	Software,Graphics processing unit,Computer hardware, ...[+2]	Literature citation: 1,689
11	Google LLC	California, United States	Advertising,Enterprise software,Search engine, ...[+2]	Literature citation: 1,198
12	Ames Research Center	Texas, United States	Market research,NASA research,Silicon valley, ...[+2]	Literature citation: 1,118
13	AT&T Labs, Inc.	Texas, United States	Telecommunications,Wireless	Literature citation: 1,113
14	Center for Information Technology	United States	Human services,Telecommunications,Computer science, ...[+2]	Literature citation: 1,073
15	U.S. Army Research Laboratory	United States	Light therapy,Electronic visual display,Missile, ...[+2]	Literature citation: 1,027
16	Adobe, Inc.	California, United States	Software,Enterprise software,Computer vision, ...[+2]	Literature citation: 818
17	Zuse-institut Berlin	Berlin, Germany	Applied mathematics	Literature citation: 818
18	Teknologian Tutkimuskeskus VTT Oy	Southern Finland, Finland	Telecommunications,Applied research,Solar cell, ...[+2]	Literature citation: 754
19	HP, Inc.	California, United States	Software,Computer hardware,Enterprise software, ...[+2]	Literature citation: 676
20	The National Research Council	District of Columbia, United States	Public opinion,Health care,Chemistry, ...[+2]	Literature citation: 675