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Mapping happiness

New social media mapping sites are popping up all over the place these days – whether it’s crisis-mapping sites like Sinsai.info or this new ‘happiness’ map from PhD student Alex Davies.

Davies, a PhD student at the University of Cambridge’s Computational and Biological Learning Lab, created a statistical model to analyze the sentiment (happy or sad) of Tweets from around the world.  In Davies’ model, individual words within Tweets were correlated with happiness or sadness, then used to predict the overall sentiment of the Tweet. Tweets were geo-tagged and summarized by area to calculate a composite ‘happiness’ ranking for states within the U.S. and for countries worldwide. The results are presented on Davies’ website in an interactive web map app. Raw data from the Tweets is presented alongside the maps to give viewers a sense of which Tweet words were correlated with happiness or sadness.  See below for maps of US happiness and world happiness – and an image showing some of the worldwide ‘happy’ words.

Happiness map of the United States:

 

Happiness map of the world:

Happy words for the world:

 

 

By Janine Glathar

Janine Glathar joined the Digital Pedagogy & Scholarship team in 2009 to fill the newly-created role of GIS Specialist at Bucknell. She has worked in the field of geospatial technologies for more than 15 years as research specialist, technical analyst and software trainer. Prior to joining L&IT at Bucknell, Janine spent seven years doing applied GIS research in Philadelphia’s non-profit social services sector as the GIS Senior Analyst for Philadelphia Safe & Sound and the Greater Philadelphia Urban Affairs Coalition. Before transitioning to the social services research world, Janine worked for the GIS software company ESRI as a trainer and education/non-profit coordinator. She earned a B.A. in European History and Russian Language/Literature at the University of Pennsylvania. If you ask Janine where she’s from, she’ll tell you she’s a Navy brat and will probably offer to show you a map of all of the various places she’s lived over the years.

Areas of expertise:
ArcGIS, Digital Pedagogy, Digital Scholarship, GIS, Google Earth, Spatial Thinking