The graph represents a network of 9,484 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 Wednesday, 25 August 2021 at 01:01 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 19-minute period from Monday, 16 August 2021 at 22:04 UTC to Wednesday, 25 August 2021 at 00:23 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 : 9484
Unique Edges : 14651
Edges With Duplicates : 4402
Total Edges : 19053
Number of Edge Types : 5
Retweet : 8468
MentionsInRetweet : 5521
Tweet : 2636
Mentions : 2303
Replies to : 125
Self-Loops : 2771
Reciprocated Vertex Pair Ratio : 0.0279013054081194
Reciprocated Edge Ratio : 0.054287907333752
Connected Components : 1374
Single-Vertex Connected Components : 831
Maximum Vertices in a Connected Component : 6593
Maximum Edges in a Connected Component : 15081
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.482734
Graph Density : 0.000159345278703132
Modularity : 0.677027
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,484 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 Wednesday, 25 August 2021 at 01:01 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 19-minute period from Monday, 16 August 2021 at 22:04 UTC to Wednesday, 25 August 2021 at 00:23 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:
[3475] #academictwitter,#academicchatter [1277] #disabilitytwitter,#neisvoid [1277] #neisvoid,#academictwitter [1273] more,responses [1264] please,help [1258] 18,29y [1258] 29y,peeps [1258] peeps,please [1258] please,fill [1254] guys,desperate Top Word Pairs in Tweet in G1:
[1237] #disabilitytwitter,#neisvoid [1237] #neisvoid,#academictwitter [1237] #academictwitter,#academicchatter [1234] more,responses [1219] 18,29y [1219] 29y,peeps [1219] peeps,please [1219] please,fill [1216] guys,desperate [1216] desperate,really Top Word Pairs in Tweet in G2:
[569] #academictwitter,#academicchatter [283] #academicchatter,#academictwitter [231] openacademics,academicchatter [219] #academicchatter,#phdvoice [190] #academicchatter,#phdchat [189] phdvoice,#academicchatter [180] academicchatter,phdvoice [175] #phdchat,#phdlife [170] #academicchatter,openacademics [167] grad,school Top Word Pairs in Tweet in G3:
[900] #disabledinstem,#academicchatter [760] officially,longer [760] longer,graduate [760] graduate,student [760] student,discriminated [760] discriminated,against [760] against,disability [760] disability,forced [760] forced,leave [760] leave,program Top Word Pairs in Tweet in G4:
[257] #academictwitter,#academicchatter [109] #academicchatter,#academictwitter [43] #academicchatter,#phdchat [32] #phdchat,#academicchatter [30] #phdlife,#academicchatter [28] #phdchat,#phdlife [26] #academicchatter,#phdlife [20] #studytwt,#studytwtph [20] #studytwtph,#studywithme [20] #studywithme,#studyplus Top Word Pairs in Tweet in G5:
[241] #100daysofcode,#academicchatter [234] essays,final [234] final,exams [234] exams,biology [234] biology,chemistry [234] chemistry,biochemistry [234] biochemistry,anatomy [234] anatomy,math [234] math,english [234] english,history Top Word Pairs in Tweet in G6:
[82] know,heart [82] heart,wrenching [82] wrenching,time [82] time,student [82] student,asks [82] asks,safely [82] safely,disclose [82] disclose,disability [82] disability,job [82] job,fellowship Top Word Pairs in Tweet in G7:
[15] #academictwitter,#academicchatter [10] michelle_cruk,ukri_ceo [8] jeremyfarrar,michelle_cruk [8] drumeshprabhu,nicochan33 [8] ukri_ceo,universitiesuk [8] universitiesuk,union_newsuk [8] union_newsuk,evidencebase_im [8] evidencebase_im,techscommit [7] academic,bullying [7] #researchculture,#bullying Top Word Pairs in Tweet in G8:
[63] those,stem [63] stem,pursuing [63] pursuing,pursued [63] pursued,phd [63] phd,career [63] career,paths [63] paths,taking [63] taking,starting [63] starting,salaries [63] salaries,love Top Word Pairs in Tweet in G9:
[65] #acwri,#academicchatter [55] #phdforum,#phdchat [55] #phdchat,#acwri [39] orcid,record [34] orcid,data [32] #phdforum,#acwri [31] data,orcid [31] #researchdata,#pids [31] #pids,#academicchatter [27] learn,trust Top Word Pairs in Tweet in G10:
[80] #academictwitter,#academicchatter [66] please,recently [66] recently,funded [66] funded,r35 [66] r35,anticipated [66] anticipated,r01 [66] r01,funding [66] funding,looking [66] looking,hire [66] hire,postdocs Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
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: