The graph represents a network of 15,202 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 100,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/19/2023 10:56:43 AM. The network was obtained from Twitter on Friday, 20 October 2023 at 00:49 UTC.
The tweets in the network were tweeted over the 5112-day, 11-hour, 16-minute period from Tuesday, 20 October 2009 at 06:33 UTC to Thursday, 19 October 2023 at 17:49 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 : 15202
Unique Edges : 14988
Edges With Duplicates : 25061
Total Edges : 40049
Number of Edge Types : 9
Mentions : 13586
MentionsInQuote : 2343
Quote : 2652
Tweet : 17108
MentionsInReplyTo : 1161
Retweet : 1291
Replies to : 1650
MentionsInRetweet : 195
MentionsInQuoteReply : 63
Self-Loops : 19292
Reciprocated Vertex Pair Ratio : 0.0267010543882273
Reciprocated Edge Ratio : 0.0520132988548208
Connected Components : 4304
Single-Vertex Connected Components : 3081
Maximum Vertices in a Connected Component : 8135
Maximum Edges in a Connected Component : 27669
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.464369
Graph Density : 5.85713687172946E-05
Modularity : 0.366942
NodeXL Version : 1.0.1.523
Data Import : The graph represents a network of 15,202 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 100,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/19/2023 10:56:43 AM. The network was obtained from Twitter on Friday, 20 October 2023 at 00:49 UTC.
The tweets in the network were tweeted over the 5112-day, 11-hour, 16-minute period from Tuesday, 20 October 2009 at 06:33 UTC to Thursday, 19 October 2023 at 17:49 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:
[3929] #phdlife,#phdchat [2701] #academictwitter,#phdchat [2540] #phdchat,#phdlife [1904] #academicchatter,#academictwitter [1572] #academictwitter,#academicchatter [1483] #phdchat,#academictwitter [1405] #phd,#phdchat [1301] #academicchatter,#phdchat [1264] #phdchat,#phdvoice [1242] #phdchat,#academicchatter Top Word Pairs in Tweet in G1:
[832] #phdlife,#phdchat [664] #acwri,#phdchat [642] #phdchat,#phdlife [487] #phd,#phdchat [373] #academictwitter,#phdchat [322] #phdchat,#academictwitter [302] #academicchatter,#phdchat [270] #phdforum,#phdlife [253] #phd,#phdlife [234] #phdchat,#phdforum Top Word Pairs in Tweet in G2:
[1521] #phdlife,#phdchat [633] #phdchat,#phdlife [459] #academictwitter,#academicchatter [404] #academictwitter,#phdchat [404] #phd,#phdlife [367] #phd,#phdchat [351] #phdchat,#phdvoice [328] #academicchatter,#academictwitter [325] #phdchat,#academicchatter [286] #phdchat,#academictwitter Top Word Pairs in Tweet in G3:
[445] perfect,thesis [445] thesis,finished [445] finished,thesis [445] going,round [444] great,thesis [444] thesis,perfect [444] thesis,stop [444] stop,going [444] published,thesis [444] thesis,great Top Word Pairs in Tweet in G4:
[60] #phdchat,#phdlife [54] #phdchat,#academictwitter [53] find,more [51] #academictwitter,#phdchat [42] learn,more [32] #phdchat,#ecrchat [31] #phdlife,#phdchat [31] #phd,#phdchat [24] below,#methods [24] uomhums,uomsoss Top Word Pairs in Tweet in G5:
[77] #phdchat,#phdlife [46] #visualisethesis,#academictwitter [46] #academictwitter,#phdchat [42] #phdlife,#phdchat [37] visualise,thesis [37] digitalsci,figshare [35] #graduateresearchers,#phdchat [35] #phd,#phdchat [33] #academictwitter,#graduateresearchers [33] #vyt2023,#visualisethesis Top Word Pairs in Tweet in G6:
[249] #phdlife,#phdchat [201] #phdchat,#phdvoice [185] uosdoccollege,#autisticsinacademia [164] #phdvoice,southcoastdtp [146] southcoastdtp,uosdoccollege [131] cri_uos,uosdoccollege [129] southcoastdtp,cri_uos [77] esrc,southcoastdtp [73] #phdvoice,#phdchat [67] #phdchat,esrc Top Word Pairs in Tweet in G7:
[214] #academicchatter,#academictwitter [197] #academictwitter,#academicchatter [193] click,below [193] enjoy,great [191] click,more [189] below,more [173] aging,cell [169] #aging_cell,#aging [143] #phdchat,click [141] cell,entitled Top Word Pairs in Tweet in G8:
[324] #postdoc,#phdchat [250] #academicchatter,#postdoc [153] social,media [144] #phdchat,#academicchatter [138] #phd,#phdlife [125] nodexl,pro [125] #academicchatter,#academia [124] #phdlife,#phdmemes [124] #academia,#research [124] #phdchat,#phdforum Top Word Pairs in Tweet in G9:
[348] #phdchat,#phdviva [312] #phdviva,#vivaprep [241] today's,vivasurvivors [122] #phdlife,#phdchat [103] #phdchat,#phdlife [49] #phdchat,#phdvoice [46] #academictwitter,#phdchat [43] #phdvoice,#phdchat [43] writing,academy [42] #academicchatter,#phdchat Top Word Pairs in Tweet in G10:
[51] #teamrhetoric,#academictwitter [48] #academictwitter,#academicchatter [44] #academicchatter,#phdchat [42] #academictwitter,#phdchat [37] #phdchat,#retweet [33] 2023,tbr [29] #retweet,#teamrhetoric [27] #podcasts,#podcasting [26] tbr,podcast [25] tbr,#podcast Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G10: