 There is general agreement in the U.S. that individual consent is not necessary for researchers to use publicly available data, such as public Twitter feeds. Recommendations were made by The National Human Subjects Protection Advisory Committee (NHRPAC) in 2002 regarding publicly available data sets (see  OIR).  Data use or data restriction agreements are commonly used and set the parameters of use for researchers.