The graph represents a network of 7,484 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, 29 April 2020 at 05:32 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 50-minute period from Tuesday, 21 April 2020 at 10:16 UTC to Wednesday, 29 April 2020 at 05:07 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 : 7484
Unique Edges : 11286
Edges With Duplicates : 2198
Total Edges : 13484
Number of Edge Types : 5
Retweet : 6114
Tweet : 2498
Mentions : 1695
MentionsInRetweet : 3026
Replies to : 151
Self-Loops : 2556
Reciprocated Vertex Pair Ratio : 0.0297936587820835
Reciprocated Edge Ratio : 0.0578633564656436
Connected Components : 1234
Single-Vertex Connected Components : 759
Maximum Vertices in a Connected Component : 5096
Maximum Edges in a Connected Component : 10489
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.187818
Graph Density : 0.000182687385545844
Modularity : 0.693586
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 7,484 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, 29 April 2020 at 05:32 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 50-minute period from Tuesday, 21 April 2020 at 10:16 UTC to Wednesday, 29 April 2020 at 05:07 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:
[2175] #academictwitter,#academicchatter [1289] #academicchatter,#academictwitter [887] #phdchat,#academicchatter [735] #academicchatter,#phdchat [374] #phdchat,#phdlife [368] phd,students [355] covid,19 [339] fall,2020 [321] need,help [316] #academicchatter,#phdlife Top Word Pairs in Tweet in G1:
[365] #academictwitter,#academicchatter [222] #academicchatter,#academictwitter [165] #phdchat,#academicchatter [139] academicchatter,#academicchatter [136] #academicchatter,academicchatter [100] #academicchatter,#phdchat [61] #academicchatter,#phdlife [61] covid,19 [54] #phdchat,#phdlife [48] #phdlife,#academicchatter Top Word Pairs in Tweet in G2:
[177] #academictwitter,#academicchatter [105] #academicchatter,#academictwitter [43] #academicchatter,#phdchat [28] #phdchat,#academicchatter [20] #phdlife,#academicchatter [20] #phdchat,#phdlife [14] #academicchatter,#phdlife [13] covid,19 [13] #academic,#academicchatter [12] working,home Top Word Pairs in Tweet in G3:
[130] #academictwitter,#academicchatter [101] #academicchatter,#academictwitter [76] #academicchatter,openacademics [43] #phdchat,#academicchatter [36] openacademics,academicchatter [35] #academicchatter,#womeninstem [30] openacademics,#phdchat [27] academicchatter,#academicchatter [27] #womeninstem,#academicchatter [26] #phdchat,#phdlife Top Word Pairs in Tweet in G4:
[133] #academictwitter,#academicchatter [131] covid,19 [89] #phdchat,#academicchatter [88] #academicchatter,#academictwitter [65] more,details [65] grad,student [65] disrupted,covid [64] research,disrupted [64] 19,grad [64] student,pdf Top Word Pairs in Tweet in G5:
[139] #academicchatter,#phdchat [91] #phdchat,#academicchatter [84] #academictwitter,#academicchatter [62] #phdchat,#phdlife [57] #academicchatter,#academictwitter [49] #academicchatter,#phdlife [49] #phdlife,#academicchatter [26] #phdchat,#academictwitter [26] #phdlife,#phdchat [21] still,time Top Word Pairs in Tweet in G6:
[252] #phdchat,#academicchatter [250] phd,students [249] #sciencetwitter,need [249] need,help [249] help,anyone [249] anyone,know [249] know,labs [249] labs,still [249] still,accepting [249] accepting,phd Top Word Pairs in Tweet in G7:
[96] #100voices,#academicchatter [73] #academicchatter,#phdchat [59] #phdchat,#phdlife [45] scientist,without [45] without,lab [45] lab,visual [45] visual,phd [45] phd,researcher [45] researcher,guide [45] guide,ideas Top Word Pairs in Tweet in G8:
[61] #academicchatter,#academictwitter [58] #gradschoolpapi,#postdocpapi [44] #academicchatter,#gradschoolpapi [41] zoom,gatherings [41] gatherings,don [41] don,wanna [41] wanna,see [41] see,another [41] another,flyer [41] flyer,light Top Word Pairs in Tweet in G9:
[105] #academictwitter,#academicchatter [47] #lawtwitter,#academictwitter [22] #academicchatter,#academictwitter [22] definitely,hell [22] hell,need [22] need,add [22] add,reviewer [22] reviewer,two [22] two,mix [22] mix,#academictwitter Top Word Pairs in Tweet in G10:
[97] canadian,graduate [94] graduate,students [91] gather,information [91] impact,#covid19 [91] #covid19,life [91] share,insights [91] survey,help [85] students,launching [85] launching,national [85] national,survey Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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