The graph represents a network of 7,033 Twitter users whose recent tweets contained "#AcademicChatter", 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 Monday, 14 June 2021 at 15:37 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Sunday, 06 June 2021 at 12:00 UTC to Monday, 14 June 2021 at 15:03 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 : 7033
Unique Edges : 11899
Edges With Duplicates : 5170
Total Edges : 17069
Number of Edge Types : 5
Retweet : 5362
MentionsInRetweet : 6461
Mentions : 2682
Tweet : 2410
Replies to : 154
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0.0334208223972004
Reciprocated Edge Ratio : 0.0646799864544531
Connected Components : 1305
Single-Vertex Connected Components : 768
Maximum Vertices in a Connected Component : 4122
Maximum Edges in a Connected Component : 12838
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.726837
Graph Density : 0.00023883829313037
Modularity : 0.618541
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,033 Twitter users whose recent tweets contained "#AcademicChatter", 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 Monday, 14 June 2021 at 15:37 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Sunday, 06 June 2021 at 12:00 UTC to Monday, 14 June 2021 at 15:03 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #AcademicChatter
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2198] #academictwitter,#academicchatter [1282] #academicchatter,#academictwitter [655] #phdchat,#academicchatter [447] #academicchatter,#phdchat [284] early,career [262] phd,student [250] please,consider [245] career,researchers [238] university,uk [236] phd,study Top Word Pairs in Tweet in G1:
[457] #academictwitter,#academicchatter [229] #academicchatter,#academictwitter [163] #phdchat,#academicchatter [146] #academicchatter,openacademics [132] #academicchatter,#phdchat [125] #academicchatter,phdvoice [118] #phdvoice,#academicchatter [113] #phdlife,#phdchat [111] #phdchat,#phdlife [109] #phdlife,#phdvoice Top Word Pairs in Tweet in G2:
[210] #academictwitter,#academicchatter [122] #academicchatter,#academictwitter [45] #phdchat,#academicchatter [30] #phdlife,#academicchatter [29] #academicchatter,#phdchat [23] #academicchatter,#gradschool [22] help,dm [21] dm,help [20] #academicchatter,#phdlife [19] need,assignment Top Word Pairs in Tweet in G3:
[98] #academictwitter,#academicchatter [77] #womeninstem,#academicchatter [44] #academicchatter,academicchatter [41] #academicchatter,#academictwitter [34] #academicchatter,#phdchat [33] #scicomm,#academictwitter [31] #scicomm,#academicchatter [31] paper,bats [31] bats,generally [31] generally,don Top Word Pairs in Tweet in G4:
[232] #academicchatter,#academictwitter [220] hello,everyone [220] everyone,phd [220] phd,student [220] student,lancaster [220] lancaster,university [220] university,uk [220] uk,seeking [220] seeking,early [220] early,career Top Word Pairs in Tweet in G5:
[56] #academictwitter,#academicchatter [43] #phdchat,#academicchatter [41] #phd,#postdoc [39] #academicchatter,phdvoice [36] parents,surprised [36] surprised,#phd [36] #phd,cake [36] cake,graduated [36] graduated,high [36] high,school Top Word Pairs in Tweet in G6:
[43] #academicchatter,#academicmentalhealth [38] #academicmentalhealth,#academicchatter [28] #academicchatter,#academictwitter [26] sink,swim [26] swim,mentoring [26] mentoring,technique [26] technique,#academicchatter [21] falls,down [21] down,phding [21] phding,learning Top Word Pairs in Tweet in G7:
[65] #sciencetwitter,#academicchatter [64] #academicchatter,#academictwitter [27] #academictwitter,#academia [26] #academia,#phd [22] #academictwitter,#academicchatter [17] those,grad [17] grad,school [17] school,add [17] add,adhd [17] adhd,decide Top Word Pairs in Tweet in G8:
[133] #academictwitter,#academicchatter [108] supports,#censureuoft [108] #censureuoft,#uoftscandal [108] #academicchatter,#azarovaaffair [108] #azarovaaffair,#hirevalentinanow [96] #uoftscandal,#academictwitter [21] april,22 [21] 22,2021 [21] 2021,caut_acppu [21] caut_acppu,imposed Top Word Pairs in Tweet in G9:
[37] #academictwitter,#academicchatter [31] #academicchatter,#academicmentalhealth [21] call,warm [21] warm,heart [21] heart,africa [21] africa,beautiful [21] beautiful,send [21] send,malawi [21] malawi,challenge [21] challenge,anyone Top Word Pairs in Tweet in G10:
[21] looking,energy [21] energy,adviser [21] adviser,join [21] join,team [21] team,salary [21] salary,starting [21] starting,37 [21] 37,510 [21] 510,annum [21] annum,apply Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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: