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Details

Learn how to use R for visualizing and analyzing data from social networks such as Twitter and Facebook and YouTube. Use the powerful and popular statistical language R to create and analyse Network Graphs and more.

Outline

  1. Creating Network Graphs
    • Install SNA and iGraph packages
    • Format data for social network
    • Create a graph from existing data
    • Create sample graphs
  2. Analyzing Network Graphs
    • Measure connectedness of points
    • Measure betweenness of points
    • Identify cliques in a graph
    • Find components in a graph
    • Random walk in a graph
  3. Visualizing a Network
    • Visualize a network
    • Change edge and vertex colors
    • Write out a graph
  4. Analyzing Social Media
    • Analyze Twitter tweets
    • Analyze Facebook graphs of friends
    • Analyze Youtube video statistics
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St.Hua Private School is established in 1997 by a group of experienced graduates from recognized universities such as National University of Singapore (NUS) and Nanyang Technological University (NTU).

Additionally, most of our courses are subsidized by SkillsFuture credit, an initiative offered by the Singapore Government to upgrade Singapore Citizens’ skills by providing each citizen with $500 in funding to partake any eligible course they wish.

Ultimately, we aim to ensure that students are better equipped with the necessary skill sets to meet the requirements of society, to prepare them for the workforce and to enhance and elevate current workers’ skills so that they can better fit their current job and propel them to further heights in Singapore society.

Furthermore, St.Hua Private School is recognized and accepted by CPE (Council of Private Education) to practice as a private school from 9th January 2017 to 8th January 2021.

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