The Global Twitter Heartbeat -- #tweetbeatVideos | Heat Maps | Graphs & Charts
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.
The Global Twitter Heartbeat project performs real-time stream processing of ten percent of Twitter's 500 million daily tweets as they are posted. The project analyzes every tweet to assign location (not just GPS-tagged tweets, but processing the text of the tweet itself), and tone values and then visualizes the conversation in a heat map infographic that combines and displays tweet location, intensity and tone. With SGI UV, the entire process from ingest to data analysis to heat map visual can easily be completed in less than a second.
The project looked at two significant recent events - Hurricane Sandy and the U.S. Presidential Election. In both events, millions of tweets were sent, making Twitter a significant platform for communicating what was happening at every moment.
Heat Maps of Sentiment on Twitter
Graphs and Charts
|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.
Kalev Leetaru, University of Illinois : http://www.kalevleetaru.com
- 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.
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 email@example.com or visit http://gnip.com.