Social network analysis with several simple examples in R.
R and Data files: https://github.com/bkrai/R-files-from-YouTube
TIMESTAMPS:
00:00 Overview
00:40 Social Network example
06:33 Network measure
12:07 Read data file
14:42 Create network
16:20 Histogram of Node node degree
17:13 Network diagram.
18:56 Highlighting degree and changing layouts
21:01 Hubs and Authorities
24:43 Community detection
Machine Learning videos: https://goo.gl/WHHqWP
Becoming Data Scientist: https://goo.gl/JWyyQc
Introductory R Videos: https://goo.gl/NZ55SJ
Deep Learning with TensorFlow: https://goo.gl/5VtSuC
Image Analysis & Classification: https://goo.gl/Md3fMi
Text mining: https://goo.gl/7FJGmd
Data Visualization: https://goo.gl/Q7Q2A8
Playlist: https://goo.gl/iwbhnE
R is a free software environment for statistical computing and graphics, and is widely used by both academia and industry. R software works on both Windows and Mac-OS. It was ranked no. 1 in a KDnuggets poll on top languages for analytics, data mining, and data science. RStudio is a user friendly environment for R that has become popular.