Social network analysis of tweets in R.
R and data files: https://github.com/bkrai/R-files-from-YouTube/tree/main
Topics
00:00 Overview
00:40 Read data and build corpus
00:56 Clean text
01:22 Create term document matrix
02:47 Network of term
06:44 Histogram of node degree
07:27 Network diagram
09:55 Community detection
12:19 Hub and authority
14:34 Highlighting degrees
16:07 Network of tweets
17:18 Set labels
18:06 Delete vertices
20:50 Delete edges

Related Playlists
Social Network Analysis videos: https://www.youtube.com/playlist?list=PL34t5iLfZddtfgOcE6aKCEXWtCkolpgjV
Time-Series videos: https://goo.gl/FLztxt
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

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.