@techreport{TR-IC-18-05, number = {IC-18-05}, author = {Fernando J. {Vieira da Silva} and Norton T. Roman and Ariadne M. B. R. Carvalho}, title = {{Building An Emotionally Annotated Corpus of Investor Tweets}}, month = {March}, year = {2018}, institution = {Institute of Computing, University of Campinas}, note = {In English, 10 pages. \par\selectlanguage{english}\textbf{Abstract} Emotionally annotated corpora are specially important for training machine learning models for automatic emotion identification, among other applications. However, the task of manually assigning emotions to a corpus carries a high level of subjectivity. In this technical report, we describe the annotation tools and methodology we used for dealing with this challenge when building an emotionally annotated corpus of investor tweets. } }