The graph represents a network of 1,159 Twitter users whose recent tweets contained "#phdforum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 09 August 2019 at 01:57 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 21-minute period from Wednesday, 31 July 2019 at 02:30 UTC to Friday, 09 August 2019 at 01:51 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 1159
Unique Edges : 1305
Edges With Duplicates : 834
Total Edges : 2139
Self-Loops : 220
Reciprocated Vertex Pair Ratio : 0.0118384401114206
Reciprocated Edge Ratio : 0.0233998623537509
Connected Components : 79
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 985
Maximum Edges in a Connected Component : 1874
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.161859
Graph Density : 0.0010826139501476
Modularity : 0.54981
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[866] #phdadvice,#phdforum [777] #phdforum,#phdlife [768] #phdchat,#phdadvice [731] #ecrchat,#acwri [723] #phdlife,#ecrchat [395] #ecrchat,#postdoc [376] #phdchat,#ecrchat [304] #phdchat,#phdforum [181] #postdoc,#phdforum [180] #phdforum,#ecrchat Top Word Pairs in Tweet in G1:
[368] #ecrchat,#postdoc [307] #phdchat,#ecrchat [169] #postdoc,#phdforum [163] #phdforum,#ecrchat [155] #phdchat,#phdforum [122] one,more [81] #postdoc,#acwri [75] #ecrchat,#phdforum [66] notes,need [59] thesis,paper Top Word Pairs in Tweet in G2:
[667] #phdchat,#phdadvice [667] #phdadvice,#phdforum [666] #phdforum,#phdlife [662] #phdlife,#ecrchat [661] #ecrchat,#acwri [150] sample,chapter [150] chapter,write [148] write,effective [139] journal,article [114] paper,publication Top Word Pairs in Tweet in G3:
[56] #phdchat,#phdforum [42] #phdadvice,#phdforum [36] #phdchat,#phdadvice [34] #phdforum,#phdlife [33] #phdlife,#phdforum [26] #phdforum,#phdadvice [24] #phdforum,academicchatter [24] #phdchat,#phdlife [18] #phdadvice,#phd [18] #phd,writing Top Word Pairs in Tweet in G4:
[91] #phdadvice,#phdforum [88] special,issue [84] #ecrchat,#phdadvice [82] #phdforum,#acwri [79] social,media [44] guest,editing [44] editing,special [44] hope,submit [44] #phdchat,#ecrchat [41] issue,jvalaball Top Word Pairs in Tweet in G5:
[48] #phdchat,#phdforum [36] #acwri,#phdchat [23] #phdforum,#phdlife [19] #phdlife,#acwri [18] viva,voce [18] during,oral [18] read,through [18] through,article [18] article,best [18] best,defend Top Word Pairs in Tweet in G6:
[4] #academictwitter,#phdforum [2] knows,new [2] new,meme [2] meme,please [2] please,share [2] share,comment [2] comment,#sciencetwitter [2] #sciencetwitter,#dnatwitter [2] #dnatwitter,#academicchatter [2] #academicchatter,#phdlife Top Word Pairs in Tweet in G7:
[19] #phdchat,#phdadvice [19] #phdadvice,#phdforum [11] struggling,started [11] started,progress [11] progress,#phd [11] #phd,miss [11] miss,free [11] free,online [11] online,training [11] training,academictoolkit Top Word Pairs in Tweet in G8:
[9] looking,fully [9] fully,funded [9] funded,#phd [9] #phd,studentship [9] studentship,#dementia [9] #dementia,access [9] access,nihrresearch [9] nihrresearch,training [9] training,academy [9] academy,uniofexeter Top Word Pairs in Tweet in G9:
[3] paramedicsuk,ircollegeparas [3] ircollegeparas,pac_paramedic [3] pac_paramedic,naemt_ [3] naemt_,ausparamedics [3] ausparamedics,anzcp [3] anzcp,#ems [3] #ems,#phd [3] #phd,#phdchat [3] #phdchat,#phdforum [3] #phdforum,#academicchatter Top Word Pairs in Tweet in G10:
[9] #acwri,#highered [9] #students,#edchat [7] #academictwitter,#phdforum [7] #phdforum,#academicchatter [7] #academicchatter,#phdchat [7] #phdchat,#phdlife [7] #phdlife,#acwri [7] #highered,#scholarsunday [7] #scholarsunday,#academiclife [7] #academiclife,#mydayinhe Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: