A real-time architecture for detection of diseases using social networks: design, implementation and evaluation

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Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2013, methodology): “It has been used to collect data for topic modeling (Hong and Davison 2010; Pozdnoukhov and Kaiser 2011), network analysis (Sofean and Smith 2012), and statistical analysis of content (Mathioudakis and Koudas 2010), among others.”
When is it biased?: assessing the representativeness of twitter's streaming API (2014, methodology): “It has been used to collect data for topic modeling [10, 16], network analysis [19], and statistical analysis of content [12], among others.”