Top 100 Key Players companies in Data visualization by Most News Heat in the world in 2021 – Discovery

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The Data visualization top 100 is Discovery PatSnap’ annual ranking of the top 100 Most News Heat Data visualization Key Players in the world. Discovery has identified the top key players, startups & unicorns, fast-growings, news entrants in 2021, 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.

1	Microsoft Corp.	Washington, United States	Software,Operating system,Cloud computing, ...[+2]	news: 685
2	Google LLC	California, United States	Advertising,Enterprise software,Search engine, ...[+2]	news: 581
3	Amazon.com, Inc.	Washington, United States	E-commerce,Content creator,Data processing, ...[+2]	news: 349
4	International Business Machines Corp.	New York, United States	Software,Computer hardware,Enterprise software, ...[+2]	news: 227
5	Oracle Corp.	California, United States	Software,Enterprise software,Information technology consulting, ...[+2]	news: 177
6	Salesforce, Inc.	California, United States	Cloud computing,Software,Software as a service, ...[+2]	news: 151
7	Apple, Inc.	California, United States	Software,Computer hardware,Peripheral, ...[+2]	news: 143
8	Tableau Software LLC	Washington, United States	Software,Big data,Digital media, ...[+2]	news: 132
9	Gartner, Inc.	Connecticut, United States	Information management,Business intelligence,Emotional intelligence, ...[+2]	news: 121
10	YouTube LLC	California, United States	Music,HTML5,Web page, ...[+2]	news: 121
11	SAP SE	Baden-Württemberg, Germany	Software,Cloud computing,Enterprise software, ...[+2]	news: 110
12	Meta Platforms, Inc.	California, United States	Broadcasting,Publishing,Pre-money valuation, ...[+2]	news: 101
13	LinkedIn Corp.	California, United States	Social media,Publishing,Broadcasting, ...[+2]	news: 100
14	Adobe, Inc.	California, United States	Software,Enterprise software,Computer vision, ...[+2]	news: 83
15	Apache Corp.	Texas, United States	Natural gas,Petroleum industry,Natural resource management, ...[+2]	news: 76
16	Cisco Systems, Inc.	California, United States	Computer hardware,Enterprise software,Internet Protocol, ...[+2]	news: 70
17	Intel Corp.	California, United States	Semiconductor,Software,Computer hardware, ...[+2]	news: 64
18	Instagram LLC	California, United States	Social media,Social network,Image sharing, ...[+2]	news: 64
19	NVIDIA Corp.	California, United States	Software,Graphics processing unit,Computer hardware, ...[+2]	news: 61
20	AWS GmbH	Nordrhein-Westfalen, Germany	Environmental consulting,Artificial intelligence,Blockchain, ...[+2]	news: 59
21	Qlik Technologies, Inc.	Pennsylvania, United States	Big data,Software,Data visualization, ...[+2]	news: 56
22	Deloitte Touche Tohmatsu Ltd.	New York, United States	Accounting,Bookkeeping,Public sector, ...[+2]	news: 54
23	Amazon Web Services, Inc.	Washington, United States	Software,Web development,Information technology consulting, ...[+2]	news: 53
24	Netflix, Inc.	California, United States	Mainland China,Cable television,IPTV, ...[+2]	news: 52
25	General Electric Co.	Massachusetts, United States	Energy management,Turbine,Electronics, ...[+2]	news: 50
26	SAS AB	Sweden	Aviation,Air cargo,Aerospace, ...[+2]	news: 50
27	STARTUP Simply Wall Street Pty Ltd.	New South Wales, Australia	Infographic,Investment decisions,Visualization	news: 46
28	Next Co-Founder			news: 45
29	Samsung Electronics Co., Ltd.	South Korea	Computer hardware,Semiconductor,Software, ...[+2]	news: 43
30	Accenture Plc	Dublin, Ireland	Construction engineering,Systems design,Software, ...[+2]	news: 42
31	Uber Technologies, Inc.	California, United States	Brand awareness,Public transport,Software, ...[+2]	news: 40
32	Dell, Inc.	Texas, United States	Computer hardware,Thin client,Software, ...[+2]	news: 40
33	GitHub, Inc.	California, United States	Cloud computing,Software,Revision control, ...[+2]	news: 40
34	University Bancorp, Inc.	Michigan, United States	Time deposit,Ultrasonic sensor,Accelerometer, ...[+1]	news: 38
35	MicroStrategy, Inc.	Virginia, United States	Software,Business intelligence,Software as a service, ...[+2]	news: 37
36	Forrester Research, Inc.	Massachusetts, United States	Business intelligence,Operational intelligence,Information management, ...[+2]	news: 35
37	Excel Telecommunications, Inc.	Texas, United States	Telecommunications,Interconnect agreement,IP PBX, ...[+2]	news: 34
38	Siemens AG	Bayern, Germany	Power transmission,Electronics,Turbine, ...[+2]	news: 32
39	AstroNova, Inc.	Rhode Island, United States	Electronics,Telemetry,Pi, ...[+2]	news: 32
40	Co-operative Group Ltd.	United Kingdom	Funeral home,Food industry,Prebiotic, ...[+2]	news: 31
41	P E Parker & Assoc	British Columbia, Canada		news: 31
42	Walmart, Inc.	Arkansas, United States	Warehouse,E-commerce,Hypermarket, ...[+2]	news: 30
43	Snowflake, Inc.	California, United States	Software,Data warehouse,Software as a service, ...[+2]	news: 30
44	U.S. Department of Defense	District of Columbia, United States	National security,Computer science,Biomedicine, ...[+2]	news: 29
45	JPMorgan Chase & Co.	New York, United States	Investment banking,Prime brokerage,Financial institution, ...[+2]	news: 28
46	Alibaba Group Holding Ltd.	Zhejiang Sheng, China	E-commerce,Shopping mall,Business-to-business, ...[+2]	news: 28
47	TIBCO Software, Inc.	California, United States	Software,Real-time data,Big data, ...[+2]	news: 28
48	Yahoo	Virginia, United States	Advertising,Search engine,Search engine optimization, ...[+2]	news: 28
49	Splunk, Inc.	California, United States	Software,Systems design,Operational intelligence, ...[+2]	news: 27
50	CNBC LLC	United States	News media,Digital media,Business Day, ...[+2]	news: 27
51	Research & Markets Ltd.	Dublin, Ireland	Market research,Niche market	news: 27
52	inc design Ltd.	Manchester, United Kingdom	Advertising	news: 27
53	General Motors Co.	Michigan, United States	Sport utility vehicle,Public transport,Enterprise software, ...[+2]	news: 26
54	Ford Motor Co.	Michigan, United States	Truck,Public transport,Automotive engineering, ...[+2]	news: 26
55	Hewlett Packard Enterprise Co.	Texas, United States	Enterprise software,Information technology management,Software, ...[+2]	news: 26
56	Shell Plc	Zuid-Holland, Netherlands	Petroleum,Renewable energy,Petroleum industry, ...[+2]	news: 25
57	SAS Institute, Inc.	North Carolina, United States	Software,Predictive analytics,Data analysis, ...[+2]	news: 25
58	Cloudera, Inc.	California, United States	Software,Big data,Machine learning, ...[+2]	news: 25
59	KPMG AG Wirtschaftsprüfungsgesellschaft	BE, DE	Accounting,Bookkeeping,Telecommunications, ...[+2]	news: 25
60	Esri	Colombia	Geographic information system,Software,Computer science, ...[+2]	news: 25
61	STARTUP AstroNova Scandinavia ApS	Rhode Island, United States	Metal,Textile	news: 25
62	The Goldman Sachs Group, Inc.	New York, United States	Investment banking,Venture capital,Underwriting, ...[+2]	news: 24
63	Pfizer Inc.	New York, United States	Health care,Clinical trial,Drug, ...[+2]	news: 24
64	Koninklijke Philips NV	Noord-Holland, Netherlands	Health care,Wellness Programs,Medical imaging, ...[+2]	news: 24
65	AT&T, Inc.	Texas, United States	Wireless,Telecommunications,Mobile device, ...[+2]	news: 24
66	Fortune Magazine	New York, United States	Journalism,News media	news: 24
67	PepsiCo, Inc.	New York, United States	Soft drink,Tortilla chips,Seasoning, ...[+2]	news: 23
68	HP, Inc.	California, United States	Software,Computer hardware,Enterprise software, ...[+2]	news: 23
69	Sony Group Corp.	Tokyo, Japan	Computer hardware,Software,Music, ...[+2]	news: 23
70	Shopify, Inc.	Ontario, Canada	Software,Software as a service,E-commerce, ...[+2]	news: 23
71	HubSpot, Inc.	Massachusetts, United States	Software,Social media,Software as a service, ...[+2]	news: 23
72	Bloomberg LP	New York, United States	Publishing,Information technology consulting,News media, ...[+2]	news: 23
73	Getty Images, Inc.	Washington, United States	Photography,Digital media,Music, ...[+2]	news: 23
74	Johnson & Johnson	New Jersey, United States	Health care,Medical equipment,Risperidone, ...[+2]	news: 22
75	Teradata Corp.	California, United States	Big data,Software,Cloud computing, ...[+2]	news: 21
76	The Coca-Cola Co.	Georgia, United States	Soft drink,Food industry,COLA (software architecture), ...[+2]	news: 20
77	McKinsey & Co., Inc.	California, United States	Senior management,Corporate finance,Electronics, ...[+2]	news: 20
78	Spotify AB	Sweden	Music,Cloud computing,Mobile app, ...[+2]	news: 20
79	GeekWire LLC	Washington, United States	News media,Directory,Database	news: 20
80	Bank of America Corp.	North Carolina, United States	Investment banking,Underwriting,Asset and liability management, ...[+2]	news: 19
81	Morgan Stanley	New York, United States	Investment banking,Asset management,Emotional security, ...[+2]	news: 19
82	Red Hat, Inc.	North Carolina, United States	Software,Middleware,Operating system, ...[+2]	news: 19
83	Domo, Inc.	Utah, United States	Software,Big data,Software as a service, ...[+2]	news: 19
84	UNICORN Databricks, Inc.	California, United States	Data science,Enterprise software,Software, ...[+2]	news: 19
85	Verizon Communications, Inc.	New York, United States	Telecommunications,Wireless,Internet of Things, ...[+2]	news: 18
86	Thermo Fisher Scientific, Inc.	Massachusetts, United States	Biology,Medical equipment,Reagent, ...[+2]	news: 18
87	Tesla, Inc.	Texas, United States	Electric vehicle,Electronics,Automotive engineering, ...[+2]	news: 18
88	Coursera, Inc.	California, United States	Massive open online course,Online course,Blended learning, ...[+2]	news: 18
89	The MathWorks, Inc.	Massachusetts, United States	Software,MATLAB,Enterprise software, ...[+2]	news: 18
90	National Car Rental System, Inc.	Texas, United States	Renting,Public transport,Building automation, ...[+2]	news: 18
91	STARTUP Deep Data Analytics	Bayern, Germany	Zettabyte,Artificial intelligence	news: 18
92	Google Analytics	United States	Freemium,Software as a service,Enterprise software, ...[+2]	news: 18
93	Test sro	Czechia		news: 18
94	Hitachi Ltd.	Tokyo, Japan	Elevator,Electrical equipment,Electric motor, ...[+2]	news: 17
95	Autodesk, Inc.	California, United States	Software,Architecture,Construction engineering, ...[+2]	news: 17
96	Atlassian Corp. Plc	Australia	Software,Enterprise software,Service desk, ...[+2]	news: 17
97	E-Guardian, Inc.	Tokyo, Japan	Internet security,Image Share,Monitoring system, ...[+2]	news: 17
98	Informatica LLC	California, United States	Software,Big data,Cloud computing, ...[+2]	news: 17
99	UNICORN DataRobot, Inc.	Massachusetts, United States	Machine learning,Software,Software as a service, ...[+2]	news: 17
100	Forbes & Co. Ltd.	Maharashtra, India	Venture capital,Digital security,Publishing, ...[+2]	news: 17