Contents: Introduction to the handbook of social media research methods: goals, challenges and innovations -- Part I: conceptualising & designing social media research -- What is social media and what questions can social media research help us answer? -- Big data {u2013} hype or revolution? -- Building interdisciplinary social media research teams: motivations, challenges, and policy frameworks -- Social media users{u2019} views on the ethics of social media research -- Social media users{u2019} views on the ethics of social media research -- Social science {u2018}lite{u2019}? Deriving demographic proxies from Twitter -- Part II: Collection & storage -- Think before you collect: setting up a data collection approach for social media studies -- Overview {u2013} the social media data processing pipeline -- The role of APIs in Data Sampling from Social Media -- Data Storage, Curation and Preservation -- Using Social Media in Data Collection: Designing Studies with the Qualitative E-Research Framework -- Part III: Qualitative approaches to social media data -- Small data, thick data: thickening strategies for trace-based social media research -- Visuality in social media: researching images, circulations and practices -- Coding of non-text data -- Twitter as method: using Twitter as a tool to conduct research -- Small stories research: a narrative paradigm for the analysis of social media -- Part IV: Quantitative approaches to social media data -- Geospatial analysis -- Pragmatics of network centrality -- Predictive analytics with social media data -- Deception detection and rumor debunking for social media -- Part V: Diverse approaches to social media data -- From site-specificity to hyper-locality: performances of place in social media -- Analyzing social media data and other data sources: a methodological overview -- Listening to social rhythms: exploring logged interactional data through sonification -- Innovative social location-aware services for mobile phones -- Part VI: Research and analytical tools -- COSMOS: The Collaborative On-line Social Media Observatory -- Social Lab: an {u2018}open source Facebook{u2019} -- R for social media analysis -- GATE: an open-source NLP toolkit for mining social media -- A how-to for using Netlytic to collect and analyze social media data: a case study of the use of Twitter during the 2014 Euromaidan Revolution in Ukraine -- Theme detection in social media -- Sentiment analysis -- Part VII: Social media platforms -- The ontology of tweets: mixed-method approaches to the study of Twitter -- Instagram -- Weibo -- Foursquare -- Facebook as a research tool in the social and computer sciences -- Big data and political science: the case of VKontakte and the 2014 Euromaidan Revolution in Ukraine -- A retrospective on state of the art social media research methods: ethical decisions, big-small data rivalries and the spectre of the 6Vs

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Context of The SAGE handbook of social media research methods, edited by Luke Sloan and Anabel Quan-Haase

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