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c:ma:2019:assignment_week15

http://commres.net/wiki/sna_eg_stanford/lab06#no_pdf

Please follow this procedure for a proper homework.

  • Please install rtools 3.5 along with rstudio.
  • Also update the R version. The current updated version is 3.6.2
  • Then install “devtools” package
    • install.packages("devtools")
    • devtools will not be installed unless rtools 3.5 is installed.
  • Then, install packages that are necessary for the analysis
    • install.packages("ergm", dependencies = T)
    • install.packages("igraph", dependencies = T)
    • install.packages("sna", dependencies = T)
    • install.packages("statnet", dependencies = T)
    • etc. . . .

Use Krackhardt's data and apply them to lab06 procedure (clustering social network data).
Krackhardt's data can be obtained via the below.

library(NetData)
data(package="NetData")
data(kracknets, package = "NetData")
head(krack_full_data_frame)

krack_full_data_frame is the same data as used in studentnets.M182 data set (please refer to lab06 page).

Do the following. Please note that

  • There will be no #4. procedure.
  • No factor analysis
  • Instead, you are doing hierarchical clustering with
    • advice_tie and friendship_tie
    • advice_tie and reports_to_tie

Please name variables as the lab06 does.

###
#1. SETUP
###
###
#2. LOADING AND FORMATTING DATA
###
###
# 3.1 HIERARCHICAL CLUSTERING ON advice_tie and reprots_to_tie
###
###
# 3.2 HIERARCHICAL CLUSTERING ON advice_tie and friendship_tie
###
c/ma/2019/assignment_week15.txt · Last modified: 2019/12/13 13:33 by hkimscil

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