The graph represents a network of 6,581 Twitter users whose recent tweets were included in a list (Tweet ID List) of 5002 tweet IDs, or who were replied to or mentioned in those tweets. 4910 out of 5002 tweets were collected. The network was obtained from Twitter on Wednesday, 31 August 2022 at 14:53 UTC.
The tweets in the network were tweeted over the 358-day, 2-hour, 57-minute period from Friday, 04 December 2020 at 03:01 UTC to Saturday, 27 November 2021 at 05:58 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 Wakita-Tsurumi cluster algorithm.
The graph was laid out using the Fruchterman-Reingold layout algorithm.
Vertices : 6581
Unique Edges : 6888
Edges With Duplicates : 2237
Total Edges : 9125
Number of Edge Types : 5
Tweet : 3195
Retweet : 1057
Mentions : 3636
Replies to : 237
MentionsInRetweet : 1000
Self-Loops : 3233
Reciprocated Vertex Pair Ratio : 0.022986208275035
Reciprocated Edge Ratio : 0.0449394294646346
Connected Components : 2787
Single-Vertex Connected Components : 1808
Maximum Vertices in a Connected Component : 1712
Maximum Edges in a Connected Component : 3891
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.420981
Graph Density : 0.00011819048019328
Modularity : 0.623033
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,581 Twitter users whose recent tweets were included in a list (Tweet ID List) of 5002 tweet IDs, or who were replied to or mentioned in those tweets. 4910 out of 5002 tweets were collected. The network was obtained from Twitter on Wednesday, 31 August 2022 at 14:53 UTC.
The tweets in the network were tweeted over the 358-day, 2-hour, 57-minute period from Friday, 04 December 2020 at 03:01 UTC to Saturday, 27 November 2021 at 05:58 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterIDList
Graph Term : Tweet ID List
Groups : The graph's vertices were grouped by cluster using the Wakita-Tsurumi 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:
[887] #academictwitter,#academicchatter [497] #academicchatter,#academictwitter [267] #academictwitter,#phdchat [186] #phdchat,#academictwitter [154] academicchatter,#academictwitter [129] #academictwitter,academicchatter [113] #phdchat,#phdlife [91] #academictwitter,#phdlife [91] #phdlife,#academictwitter [87] #academicchatter,#phdchat Top Word Pairs in Tweet in G1:
[307] #academictwitter,#academicchatter [153] #academicchatter,#academictwitter [57] #academictwitter,#phdchat [53] #phdchat,#academictwitter [42] #phdlife,#academictwitter [34] #academictwitter,#phdlife [23] #phdlife,#phdchat [22] #phdchat,#phdlife [20] feel,like [19] #academicchatter,#phdchat Top Word Pairs in Tweet in G2:
[127] academicchatter,#academictwitter [106] #academictwitter,#academicchatter [69] #academictwitter,academicchatter [66] #academicchatter,#academictwitter [61] openacademics,academicchatter [49] #academictwitter,#phdchat [34] #phdfriend,#phdvoice [29] #phdchat,#phdfriend [28] academicchatter,openacademics [22] #phdchat,#phdlife Top Word Pairs in Tweet in G3:
[61] #academictwitter,#academicchatter [48] #academictwitter,#phdchat [41] #academicchatter,#academictwitter [30] #phdchat,#phdlife [25] openacademics,#academictwitter [24] openacademics,phdvoice [24] #academictwitter,academicchatter [22] #phdchat,#academictwitter [21] academicchatter,phdvoice [21] academicchatter,openacademics Top Word Pairs in Tweet in G4:
[4] #academictwitter,#academicchatter [4] jeremyfarrar,michelle_cruk [4] michelle_cruk,ukri_ceo [4] ukri_ceo,universitiesuk [4] universitiesuk,union_newsuk [4] union_newsuk,evidencebase_im [4] evidencebase_im,techscommit [4] #researchculture,#academictwitter [2] ericedmeades,proftimnoakes [2] proftimnoakes,mingberg Top Word Pairs in Tweet in G5:
[54] #academicchatter,#academictwitter [28] #altac,#academicchatter [25] #academictwitter,#phdchat [24] job,alert [23] #academictwitter,#academicchatter [22] #academicsearch,#academicchatter [20] #academictwitter,#academicjobs [11] #academicsearch,#academictwitter [11] #phdchat,#hiring [10] #opportunities,#education Top Word Pairs in Tweet in G6:
[16] #academictwitter,#academicchatter [9] #academicchatter,#academictwitter [8] #scicomm,#academictwitter [7] #academictwitter,#scicomm [6] #scicomm,#phdchat [6] ytacademics,#academictwitter [6] #academicwriting,#phdstudent [6] #phdstudent,#phdforum [6] #phdforum,#phdlife [6] #phdlife,academicchatter Top Word Pairs in Tweet in G7:
[8] #academictwitter,sigperspectives [3] #academictwitter,#slpeeps [3] #slpeeps,#slp2b [3] speech,generating [3] generating,device [2] recruiting,participants [2] participants,qualitative [2] qualitative,research [2] research,study [2] study,flyer Top Word Pairs in Tweet in G8:
[29] taylor,assistant [29] assistant,worries [29] worries,requirements [29] requirements,accept [29] accept,rush [29] rush,works [29] works,send [29] send,#academictwitter [29] #academictwitter,#commissionsopen [29] #commissionsopen,#commission Top Word Pairs in Tweet in G9:
[18] #academictwitter,academicchatter [7] academicchatter,#academictwitter [5] #academicchatter,#academictwitter [5] podcast,episode [4] likelihood,tenure [4] #academictwitter,#blackintheivory [4] cover,letter [4] #teamrhetoric,#academictwitter [3] #academictwitter,#acwri [3] guest,post Top Word Pairs in Tweet in G10:
[9] #academictwitter,#academicchatter [8] #academicchatter,#academicmentalhealth [8] #academicmentalhealth,#academictwitter [8] #academicchatter,#academictwitter [6] #academictwitter,#academicbs [6] #phd,#academictwitter [6] 0845,1515 [5] #phd,#phdchat [5] #phdchat,#phdposition [5] #phdposition,#phdlife Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: