The Global Twitter Heartbeat -- #tweetbeat
Global Twitter Heartbeat Project
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Introduction
SGI's Big Brain Computer Powers the Global Twitter Heartbeat -- #tweetbeat
SGI has partnered with Kalev H. Leetaru of the University of Illinois and Dr. Shaowen Wang of the CyberInfrastructure and Geospatial Information (CIGI) Laboratory at the University of Illinois at Urbana-Champaign to create the first ever real-time combined population, tone and geographic analysis and heat map visualization of Tweets on a SGI UV 2000, the Big Brain computer. During the Supercomputing Conference 2012, live up-to-the-moment heat maps were made available to show the sentiment on Twitter.Videos
Heat Maps of Sentiment on Twitter
Hurricane Sandy![]() ![]() RED represents more Negative sentiment. BLUE represents more Positive sentiment. Download full resolution image (ZIP) |
US Presidential Election 2012![]() ![]() RED represents tweets about Romney. BLUE represents tweets about Obama. Download full resolution image (ZIP) |
US Sentiment from Live Twitter Feed![]() ![]() RED represents more Negative sentiment. BLUE represents more Positive sentiment. Download full resolution image (ZIP) |
Global Sentiment from Live Twitter Feed![]() ![]() RED represents more Negative sentiment. BLUE represents more Positive sentiment. Download full resolution image (ZIP) |
Graphs and Charts
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Percentage of Tweets About Hurricane Sandy by Day During Hurricane Sandy, the project observed a huge increase amount of tweets discussing the weather event, as a percentage of overall tweets. |
Credits
Kalev Leetaru, University of Illinois : http://www.kalevleetaru.com
About CIGI
- Shaowen Wang, Director
- Guofeng Cao, Leader of Visualization and Visual Analytics Group
- Anand Padmanabhan, Project Manager
- Eric Shook, Technical Lead
The CyberInfrastructure and Geospatial Information Laboratory (CIGI, http://www.cigi.illinois.edu) at the University of Illinois at Urbana-Champaign researches and develops cutting-edge cyberinfrastructure to advance geospatial sciences and technologies. Current research covers topics such as computationally intensive spatial analysis and modeling, CyberGIS, and cyberinfrastructure-based geospatial problem-solving environments and applications. CIGI includes a number of faculty, staff, and students from multiple institutions who have diverse disciplinary expertise such as Computational and Information Sciences, Computer Science, Environmental Science and Engineering, Geography, Hydrology, and Statistics. Dr. Shaowen Wang is CIGI founder and director.
About Gnip
Gnip is the world's largest provider of public social media data, serving customers in a range of industries from social media monitoring and business intelligence to finance and government. Gnip delivers more than 100 billion social data activities each month, providing unparalleled access to data from dozens of sources including Twitter, Tumblr, WordPress, Disqus and more. For more information, email info@gnip.com or visit http://gnip.com.
Images courtesy of Kalev Leetaru and CIGI









