With the analysis among 897 patents, we discovered top 462 key players by total patent application. SAP SE, International Business Machines Corp., Yunrun Big Data Service Co., Ltd. are dominant in this area. They take 5.02% of the total patent filing.
Baden-Württemberg, Germany
Patent: 17
New York, United States
Patent: 16
Guangdong Sheng, China
Patent: 12
California, United States
Patent: 12
California, United States
Patent: 10
Beijing Shi, China
Patent: 10
California, United States
Patent: 10
Pennsylvania, United States
Patent: 9
With the analysis among 15 patents, we discovered top 9 start-ups by total patent application. Soham, Inc., DBE, Inc., Beijing Ziroom Information Technology Co., Ltd. are active in this area.
Washington, United States
Patent: 6
Minnesota, United States
Patent: 2
Beijing Shi, China
Patent: 1
California, United States
Patent: 1
Zhejiang Sheng, China
Patent: 1
Beijing Shi, China
Patent: 1
California, United States
Patent: 1
With the analysis among related 250 patents applied in the last 5 years. We discover 170 most active companies in this area. The fast-growing Fremont Software LLC, Accenture Global Solutions Ltd., Capital One Services LLC take 9.60% of patent filing during this period.
California, United States
Patent: 12
Virginia, United States
Patent: 6
Washington, United States
Patent: 6
Baden-Württemberg, Germany
Patent: 5
Guangdong Sheng, China
Patent: 4
Massachusetts, United States
Patent: 4
Guangdong Sheng, China
Patent: 4
California, United States
Patent: 3
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Patent: 3
With the analysis among related 250 patents in last 5 years, we discover 144 new entrants. Fremont Software LLC, Accenture Global Solutions Ltd., Capital One Services LLC are the most active new entrants in this area.
California, United States
Patent: 12
Virginia, United States
Patent: 6
Washington, United States
Patent: 6
Baden-Württemberg, Germany
Patent: 5
Massachusetts, United States
Patent: 4
Guangdong Sheng, China
Patent: 4
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Patent: 3
Texas, United States
Patent: 2
With the analysis among 77 patents, we discovered top 34 universities and scientific research institutions by total patent application. Shanghai Jiao Tong University, Southeast University, Peking University are dominant in this area. They take 14.29% of the total patent filing.
Shanghai Shi, China
Patent: 3
Jiangsu Sheng, China
Patent: 3
Beijing Shi, China
Patent: 2
Guangdong Sheng, China
Patent: 2
Guangdong Sheng, China
Patent: 2
Guangdong Sheng, China
Patent: 2
Guangdong Sheng, China
Patent: 1
Taiwan Province, China
Patent: 1
Shanghai Shi, China
Patent: 1