Replication Data for: Bail, Christopher A. 2016. 'Combining Network Analysis and Natural Language Processing to Examine how Advocacy Organizations Stimulate Conversation on Social Media.' Proceedings of the National Academy of Sciences, 113:42 11823-11828
<|begin_of_text|><|start_header_id|>system<|end_header_id|> You are a research archivist expert in dataset metadata. Answer the question truthfully.  <|eot_id|><|start_header_id|>user<|end_header_id|> Here is the Description of a dataset. Description:'These data describe the social media outreach of 82 autism and organ donation advocacy organizations on Facebook between 2011-2012 collected via a social media application that collected public and non-public data from the Facebook Application Programming Interface and surveyed representatives of the organization in order to obtain additional information on the size and resources of the organization as it attempts to generate attention for its cause on  social media. The dataset also includes a variable created via a combination of natural language processing and social network analysis that are designed to explain why the messages of some advocacy organizations stimulate more public attention than others.Please cite these data using the citation listed above.ABSTRACT (of article)Social media sites are rapidl' . Please return only a json list of at most 3 Keywords corresponding to the Description:.<|eot_id|><|start_header_id|>assistant<|end_header_id|> {"Answer" : ["Cultural Messaging","Natural Language Processing","Organizations","Public Deliberation","Social Network Analysis"]} <|eot_id|>
 Here is the Description of a dataset. Description:'These data describe the social media outreach of 82 autism and organ donation advocacy organizations on Facebook between 2011-2012 collected via a social media application that collected public and non-public data from the Facebook Application Programming Interface and surveyed representatives of the organization in order to obtain additional information on the size and resources of the organization as it attempts to generate attention for its cause on  social media. The dataset also includes a variable created via a combination of natural language processing and social network analysis that are designed to explain why the messages of some advocacy organizations stimulate more public attention than others.Please cite these data using the citation listed above.ABSTRACT (of article)Social media sites are rapidl' . Please return only a json list of at most 3 Keywords corresponding to the Description:.
These data describe the social media outreach of 82 autism and organ donation advocacy organizations on Facebook between 2011-2012 collected via a social media application that collected public and non-public data from the Facebook Application Programming Interface and surveyed representatives of the organization in order to obtain additional information on the size and resources of the organization as it attempts to generate attention for its cause on  social media. The dataset also includes a variable created via a combination of natural language processing and social network analysis that are designed to explain why the messages of some advocacy organizations stimulate more public attention than others.Please cite these data using the citation listed above.ABSTRACT (of article)Social media sites are rapidl
Cultural Messaging; Natural Language Processing; Organizations; Public Deliberation; Social Network Analysis