The graph represents a network of 12,996 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 Tuesday, 13 September 2022 at 18:15 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 18-minute period from Tuesday, 06 September 2022 at 19:10 UTC to Tuesday, 13 September 2022 at 17:28 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 : 12996
Unique Edges : 34739
Edges With Duplicates : 13989
Total Edges : 48728
Number of Edge Types : 5
Retweet : 11679
MentionsInRetweet : 20010
Mentions : 11142
Replies to : 4020
Tweet : 1877
Self-Loops : 2086
Reciprocated Vertex Pair Ratio : 0.028104269316524
Reciprocated Edge Ratio : 0.0546720214190094
Connected Components : 501
Single-Vertex Connected Components : 331
Maximum Vertices in a Connected Component : 12161
Maximum Edges in a Connected Component : 47759
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.88944
Graph Density : 0.000221159001064761
Modularity : 0.434058
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 12,996 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 Tuesday, 13 September 2022 at 18:15 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 18-minute period from Tuesday, 06 September 2022 at 19:10 UTC to Tuesday, 13 September 2022 at 17:28 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:
[3541] #academictwitter,#academicchatter [2708] phdvoice,academicchatter [2058] academicchatter,openacademics [1643] data,visualization [1640] offering,free [1640] free,zoom [1640] zoom,intro [1640] intro,data [1640] visualization,workshop [1640] workshop,november Top Word Pairs in Tweet in G1:
[1682] academicchatter,openacademics [1607] phdvoice,academicchatter [1523] offering,free [1523] free,zoom [1523] zoom,intro [1523] intro,data [1523] data,visualization [1523] visualization,workshop [1523] workshop,november [1523] november,5th Top Word Pairs in Tweet in G2:
[225] _dr_bea,academicchatter [128] olsentricia,academicchatter [119] #academictwitter,#academicchatter [119] academicchatter,momademia [94] phdvoice,academicchatter [71] academicchatter,#academictwitter [68] academicchatter,openacademics [64] gotalong,academicchatter [56] parental,leave [55] #academicchatter,academicchatter Top Word Pairs in Tweet in G3:
[924] #academictwitter,#academicchatter [373] #academicchatter,#academictwitter [238] phdvoice,thephdplace [236] academicchatter,phdvoice [225] thephdplace,academicchatter [213] phdvoice,phd_genie [180] academicchatter,openacademics [172] phd_genie,phdvoice [168] phdvoice,postdocvoice [166] openacademics,academicchatter Top Word Pairs in Tweet in G4:
[792] phdvoice,academicchatter [639] academicchatter,phdvoice [608] #phdlife,#phdchat [588] academicchatter,phdtipspodcast [575] #phdchat,#phdone [573] #phd,#researchers [573] #phdone,phdvoice [567] phdtipspodcast,nori2009int [554] write,research [554] research,proposal Top Word Pairs in Tweet in G5:
[380] #academictwitter,#academicchatter [10] #academictwitter,academicchatter [9] worse_reviewer,academicchatter [9] academicchatter,thirdreviewer [8] academic,nutshell [8] nutshell,#academictwitter [7] #academicchatter,#academictwitter [6] offering,free [6] free,zoom [6] zoom,intro Top Word Pairs in Tweet in G6:
[502] #python,#javascript [487] #genomics,#bioinformatics [470] #javascript,#econometrics [469] #devcommunity,#academicchatter [468] #academicchatter,#cengage [466] essay,pay [465] #econometrics,#webdev [465] #webdev,#devcommunity [457] 24hr,assignment [457] assignment,help Top Word Pairs in Tweet in G7:
[60] #academictwitter,#academicchatter [25] #academicchatter,#academictwitter [14] #academicchatter,#phdlife [13] #phdchat,#academicchatter [7] google,scholar [6] until,re [5] #academicchatter,#phdchat [5] #pakdatasci,#datascience [5] #datascience,#machinelearning [5] #machinelearning,#datavisualization Top Word Pairs in Tweet in G8:
[39] academicchatter,blackinxnetwork [37] #academicchatter,#academictwitter [33] think,disabled [33] disabled,people [33] people,deserve [33] deserve,access [33] access,education [33] education,educator [33] educator,simple [33] simple,#academicchatter Top Word Pairs in Tweet in G9:
[59] #academictwitter,#academicchatter [59] #academicchatter,#highered [57] hey,#professors [57] #professors,told [57] told,grad [57] grad,school [57] school,prof [57] prof,work [57] work,teaching [57] teaching,#pedagogy Top Word Pairs in Tweet in G10:
[26] #academictwitter,#academicchatter [18] excited,recruit [18] recruit,next [18] next,round [18] round,medical [18] medical,students [18] students,neuroplastic [18] neuroplastic,surgery [18] surgery,lab [18] lab,ohiostatemed Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: