Human language reveals a universal positivity bias [arxiv] [PNAS]

Peter Sheridan Dodds, Eric Clark, Suma Desu, Morgan Frank, Andrew Reagan, Jake Ryland Williams, Lewis Mitchell, Kameron Decker Harris, Isabel M. Kloumann, James P. Bagrow, Karine Megerdoomian, Matthew T. McMahon, Brian F. Tivnan, and Christopher M. Danforth


Code for using the datasets (packaged with the datasets themselves) is available on github at:

In addition, detailed usage of this tool (and a combination of others) to make word-shift graphs is here: