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Is Bigger Always Better? Potential Biases of Big Data Derived from Social Network Sites

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References

1973The Strength of Weak Ties40,446 cited
2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
2011Twitter mood predicts the stock market5,204 cited
2013Big data: a revolution that will transform how we live, work, and think3,631 cited
2009Computational Social Science3,359 cited
2010Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment2,649 cited
2010Predicting the Future with Social Media2,080 cited
2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,700 cited
2011Connection strategies: Social capital implications of Facebook-enabled communication practices1,349 cited
2008Digital Inequality1,251 cited
2013"Raw Data" Is an Oxymoron1,163 cited
2007Memory Practices in the Sciences435 cited
2011Digital Literacy and Privacy Behavior Online420 cited
2014The cultural environment: measuring culture with big data319 cited
2011Succinct Survey Measures of Web-Use Skills288 cited
2005Gender and the Internet: Causes of Variation in Access, Level, and Scope of Use*

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