2016International Journal Of Data Mining And Emerging TechnologiesRequires access

Survey Report on Social Media Analytics

Zalak Prajapati, Himani Trivedi, Mehul Barot

Open publisher page 1 citations

Abstract

This paper is written for (social science) researchers seeking to analyse the wealth of social media now available. It presents a comprehensive review of software tools for social networking media, wikis, really simple syndication feeds, blogs, newsgroups, chat and news feeds. For completeness, it also includes introductions to social media scraping, storage, data cleaning and sentiment analysis. Although principally a review, the paper also provides a methodology and a critique of social media tools. Analysing social media, in particular Twitter feeds for sentiment analysis, has become a major research and business activity due to the availability of web-based application programming interfaces (APIs) provided by Twitter, Facebook and News services. In recent years, social media are said to have an impact on the public discourse and communication in the society. In particular, social media are increasingly used in political context.

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What this paper is about

This paper is written for (social science) researchers seeking to analyse the wealth of social media now available. It presents a comprehensive review of software tools for social networking media, wikis, really simple syndication feeds, blogs, newsgroups, chat and news feeds. For completeness, it also includes introductions to social media scraping, storage, data cleaning and sentiment analysis. Although principally a review, the paper also provides a methodology and a critique of social media tools. Analysing social media, in particular Twitter feeds for sentiment analysis, has become a major research and business activity due to the availability of web-based application programming interfaces (APIs) provided by Twitter, Facebook and News services. In recent years, social media are said to have an impact on the public discourse and communication in the society. In particular, social media are increasingly used in political context.

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Available abstract

This paper is written for (social science) researchers seeking to analyse the wealth of social media now available. It presents a comprehensive review of software tools for social networking media, wikis, really simple syndication feeds, blogs, newsgroups, chat and news feeds. For completeness, it also includes introductions to social media scraping, storage, data cleaning and sentiment analysis. Although principally a review, the paper also provides a methodology and a critique of social media tools. Analysing social media, in particular Twitter feeds for sentiment analysis, has become a major research and business activity due to the availability of web-based application programming interfaces (APIs) provided by Twitter, Facebook and News services. In recent years, social media are said to have an impact on the public discourse and communication in the society. In particular, social media are increasingly used in political context.

Key concepts: Social media, Social media analytics, Analytics, Data science, Computer science, Internet privacy, World Wide Web

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