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- Learning Social Media Analytics with R. Transform data from social media platforms into actionable business insights
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Learning Social Media Analytics with R. Transform data from social media platforms into actionable business insights
Dipanjan Sarkar, Raghav Bali, Tushar Sharma
Ebook
The Internet has truly become humongous, especially with the rise of various forms of social media in the last decade, which give users a platform to express themselves and also communicate and collaborate with each other. This book will help the reader to understand the current social media landscape and to learn how analytics can be leveraged to derive insights from it. This data can be analyzed to gain valuable insights into the behavior and engagement of users, organizations, businesses, and brands. It will help readers frame business problems and solve them using social data.
The book will also cover several practical real-world use cases on social media using R and its advanced packages to utilize data science methodologies such as sentiment analysis, topic modeling, text summarization, recommendation systems, social network analysis, classification, and clustering. This will enable readers to learn different hands-on approaches to obtain data from diverse social media sources such as Twitter and Facebook. It will also show readers how to establish detailed workflows to process, visualize, and analyze data to transform social data into actionable insights.
The book will also cover several practical real-world use cases on social media using R and its advanced packages to utilize data science methodologies such as sentiment analysis, topic modeling, text summarization, recommendation systems, social network analysis, classification, and clustering. This will enable readers to learn different hands-on approaches to obtain data from diverse social media sources such as Twitter and Facebook. It will also show readers how to establish detailed workflows to process, visualize, and analyze data to transform social data into actionable insights.
- 1. Getting Started with Social Media Analytics with R
- 2. Twitter – Whats Happening with 140 Characters
- 3. Analyzing Social Networks and Brand Engagements with Facebook
- 4. Foursquare – Are You Checked-In Yet?
- 5. Analyzing Software Collaboration Trends I – Social Coding with GitHub
- 6. Analyzing Software Collaboration Trends II – Answering Your Questions with StackExchange
- 7. Believe What You See – Flickr Data Analysis
- 8. News – The Collective Social Media!
- Title: Learning Social Media Analytics with R. Transform data from social media platforms into actionable business insights
- Author: Dipanjan Sarkar, Raghav Bali, Tushar Sharma
- Original title: Learning Social Media Analytics with R. Transform data from social media platforms into actionable business insights
- ISBN: 9781787125469, 9781787125469
- Date of issue: 2017-05-26
- Format: Ebook
- Item ID: e_15jn
- Publisher: Packt Publishing