Hands-on Exercise

Weekly In-class work

Author

Affiliation

Wang Kunrui

School of Computing and Information Systems,
Singapore Management University

Published

March 11, 2023

Hands-on 8 - Network Data

Overview of our Dataset

[1] "Edges:"

Rows: 9,063
Columns: 8
$ source      <dbl> 43, 43, 44, 44, 44, 44, 44, 44, 44, 44, 44, 44, 26, 26, 26…
$ target      <dbl> 41, 40, 51, 52, 53, 45, 44, 46, 48, 49, 47, 54, 27, 28, 29…
$ SentDate    <chr> "6/1/2014", "6/1/2014", "6/1/2014", "6/1/2014", "6/1/2014"…
$ SentTime    <time> 08:39:00, 08:39:00, 08:58:00, 08:58:00, 08:58:00, 08:58:0…
$ Subject     <chr> "GT-SeismicProcessorPro Bug Report", "GT-SeismicProcessorP…
$ MainSubject <chr> "Work related", "Work related", "Work related", "Work rela…
$ sourceLabel <chr> "Sven.Flecha", "Sven.Flecha", "Kanon.Herrero", "Kanon.Herr…
$ targetLabel <chr> "Isak.Baza", "Lucas.Alcazar", "Felix.Resumir", "Hideki.Coc…

[1] "Nodes:"

Rows: 54
Columns: 4
$ id         <dbl> 1, 2, 3, 4, 5, 6, 7, 44, 45, 46, 8, 9, 10, 11, 12, 13, 14, …
$ label      <chr> "Mat.Bramar", "Anda.Ribera", "Rachel.Pantanal", "Linda.Lago…
$ Department <chr> "Administration", "Administration", "Administration", "Admi…
$ Title      <chr> "Assistant to CEO", "Assistant to CFO", "Assistant to CIO",…

Data Wrangling & Basic Plot

# A tbl_graph: 54 nodes and 1456 edges
#
# A directed multigraph with 1 component
#
# Edge Data: 1,456 × 4 (active)
   from    to Weekday Weight
  <int> <int> <ord>    <int>
1    40    41 Tuesday     23
2    40    43 Tuesday     19
3    41    43 Tuesday     15
4    41    40 Tuesday     14
5    42    41 Tuesday     13
6    42    40 Tuesday     12
# … with 1,450 more rows
#
# Node Data: 54 × 4
     id label           Department     Title           
  <dbl> <chr>           <chr>          <chr>           
1     1 Mat.Bramar      Administration Assistant to CEO
2     2 Anda.Ribera     Administration Assistant to CFO
3     3 Rachel.Pantanal Administration Assistant to CIO
# … with 51 more rows

<section class=“wrapper”> <div class=“top”>Sliced</div> <div class=“bottom” aria-hidden=“true”>Sliced</div> </section>