The graph represents a network of 11,431 Twitter users whose recent tweets contained "#phdchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/4/2024 10:29:17 AM. The network was obtained from Twitter on Thursday, 04 January 2024 at 23:35 UTC.
The tweets in the network were tweeted over the 5189-day, 11-hour, 42-minute period from Tuesday, 20 October 2009 at 06:33 UTC to Thursday, 04 January 2024 at 18:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 11431
Unique Edges : 10916
Edges With Duplicates : 18345
Total Edges : 29261
Number of Edge Types : 9
Tweet : 12548
Mentions : 10012
Retweet : 1029
Quote : 1779
MentionsInReplyTo : 864
Replies to : 1208
MentionsInRetweet : 209
MentionsInQuote : 1590
MentionsInQuoteReply : 22
Self-Loops : 14141
Reciprocated Vertex Pair Ratio : 0.0234391205144161
Reciprocated Edge Ratio : 0.0458046209971625
Connected Components : 3356
Single-Vertex Connected Components : 2350
Maximum Vertices in a Connected Component : 5618
Maximum Edges in a Connected Component : 19122
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.697613
Graph Density : 7.55263828396221E-05
Modularity : 0.372577
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 11,431 Twitter users whose recent tweets contained "#phdchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/4/2024 10:29:17 AM. The network was obtained from Twitter on Thursday, 04 January 2024 at 23:35 UTC.
The tweets in the network were tweeted over the 5189-day, 11-hour, 42-minute period from Tuesday, 20 October 2009 at 06:33 UTC to Thursday, 04 January 2024 at 18:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #phdchat
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:
[2623] #phdlife,#phdchat [1918] #academictwitter,#phdchat [1915] #phdchat,#phdlife [1358] #academicchatter,#academictwitter [1242] #academicchatter,#phdchat [1103] #phdchat,#academictwitter [1097] #altac,#academicchatter [1074] #adjunct,#postdoc [1069] #phd,#phdchat [1044] #academictwitter,#academicchatter Top Word Pairs in Tweet in G1:
[608] #phdlife,#phdchat [532] #phdchat,#phdlife [417] #phd,#phdchat [278] #academictwitter,#phdchat [276] #acwri,#phdchat [231] #phdchat,#academictwitter [221] #academicchatter,#phdchat [208] #phdforum,#phdlife [201] #phd,#phdlife [175] #phdchat,#academicchatter Top Word Pairs in Tweet in G2:
[614] #phdlife,#phdchat [419] #phdchat,#phdlife [252] #academictwitter,#phdchat [235] #academictwitter,#academicchatter [197] #phdchat,#academictwitter [183] #phdchat,#academicchatter [173] #phd,#phdchat [172] #academicchatter,#phdchat [161] #academicchatter,#academictwitter [151] #phdchat,#phdvoice Top Word Pairs in Tweet in G3:
[280] #thesiswriting,#researchpaper [278] #researchpaper,#research [223] #phdlife,#phdchat [217] writing,research [216] 2002,#thesiswriting [216] articles,hengl [216] research,articles [216] hengl,gould [216] thumb,writing [216] gould,2002 Top Word Pairs in Tweet in G4:
[242] #phdchat,#phdvoice [237] #phdlife,#phdchat [209] uosdoccollege,#autisticsinacademia [202] #phdvoice,southcoastdtp [196] southcoastdtp,cri_uos [190] cri_uos,uosdoccollege [108] #phdchat,#ecrchat [104] #ecrchat,#postdoc [63] #phdchat,#phdforum [49] southcoastdtp,uosdoccollege Top Word Pairs in Tweet in G5:
[401] #phdchat,#phdviva [316] #phdviva,#vivaprep [160] social,media [153] today's,vivasurvivors [135] nodexl,pro [131] #phdchat,#academicchatter [88] social,networks [88] school,social [88] networks,nodexl [87] few,clicks Top Word Pairs in Tweet in G6:
[67] #phdchat,#phdlife [46] #visualisethesis,#academictwitter [37] visualise,thesis [37] digitalsci,figshare [35] #graduateresearchers,#phdchat [33] #vyt2023,#visualisethesis [33] #academictwitter,#graduateresearchers [31] thesis,international [28] #academictwitter,#phdchat [28] welcome,#vyt2023 Top Word Pairs in Tweet in G7:
[34] #phdchat,#ecrchat [18] #researcherdevelopment,#phdchat [11] #phdlife,#phdchat [9] #edtech,#researcherdevelopment [9] #ecrchat,#highered [9] book,place [8] #phdchat,#academictwitter [8] look,forward [7] #innovation,#training [7] forward,meeting Top Word Pairs in Tweet in G8:
[36] learn,more [35] #phdchat,#academictwitter [33] #academictwitter,#phdchat [20] #phdlife,#phdchat [20] more,submit [19] call,papers [18] #phdvoice,#phdchat [18] submit,journal [15] #journal,#phdchat [14] #phdchat,#phdlife Top Word Pairs in Tweet in G9:
[45] part,time [30] #phdchat,#academicchatter [28] #phdchat,#academictwitter [25] time,doctorate [20] #ecrchat,#phdchat [15] #epigeumresearch,#phdchat [15] phd,publication [15] emerging,researchers [14] doing,part [14] time,doctoral Top Word Pairs in Tweet in G10:
[11] #phdlife,#phdchat [9] #phdchat,#phdlife [6] #phd,#phdchat [5] #phdchat,#academictwitter [4] #phd,student [4] phd,students [3] arc,decra [3] phd,student [3] #phdchat,#scholarship [3] #postdocchat,#phdchat 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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