The graph represents a network of 1,955 Twitter users whose recent tweets contained "#phdlife", 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 8/18/2023 12:00:00 AM and 8/25/2023 2:10:48 PM. The network was obtained from Twitter on Friday, 25 August 2023 at 21:41 UTC.
The tweets in the network were tweeted over the 2534-day, 22-hour, 28-minute period from Thursday, 15 September 2016 at 22:06 UTC to Friday, 25 August 2023 at 20:34 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 : 1955
Unique Edges : 2117
Edges With Duplicates : 565
Total Edges : 2682
Number of Edge Types : 8
Retweet : 1226
Tweet : 570
Replies to : 58
MentionsInRetweet : 257
Mentions : 401
Quote : 80
MentionsInQuote : 43
MentionsInReplyTo : 47
Self-Loops : 667
Reciprocated Vertex Pair Ratio : 0.0390713476783692
Reciprocated Edge Ratio : 0.0752043596730245
Connected Components : 473
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 1302
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.024013
Graph Density : 0.000480357689780554
Modularity : 0.68647
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 1,955 Twitter users whose recent tweets contained "#phdlife", 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 8/18/2023 12:00:00 AM and 8/25/2023 2:10:48 PM. The network was obtained from Twitter on Friday, 25 August 2023 at 21:41 UTC.
The tweets in the network were tweeted over the 2534-day, 22-hour, 28-minute period from Thursday, 15 September 2016 at 22:06 UTC to Friday, 25 August 2023 at 20:34 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 : #phdlife
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:
[537] #phdlife,#phdchat [423] #phd,#phdlife [224] #research,#phd [218] article,#research [218] scientific,article [218] structure,scientific [217] drasmajabeen1,structure [215] paper,#phd [215] #masters,#phdlife [215] #phd,#masters Top Word Pairs in Tweet in G1:
[428] #phdlife,#phdchat [214] #phd,#phdlife [213] #research,#phd [213] structure,scientific [213] scientific,article [213] article,#research [212] drasmajabeen1,structure [209] read,paper [209] paper,#phd [209] #masters,#phdlife Top Word Pairs in Tweet in G2:
[41] #phd,#phdlife [20] #phdlife,#phdchat [12] #phdlife,#phd [10] #phdcandidate,#phd [10] #phdstudentlife,#phdcandidate [10] #phdlifesty,#phdstudents [10] #phdlife,#phdstudentlife [10] #phdproblems,#phdlifesty [10] #phdlifestyle,#phdlife [10] #phd,#phdproblems Top Word Pairs in Tweet in G3:
[60] #phd,#phdlife [49] phdvoice,phd_genie [46] #academicchatter,#phdvoice [46] #phdvoice,phdvoice [45] #academic,#academia [45] #phdlife,#phdposition [45] indeed,#phd [45] phd_genie,#academic [45] #phdposition,#academicchatter [44] sofiavlachou28,indeed Top Word Pairs in Tweet in G4:
[71] #phd,#phdlife [69] #phdlife,#phdmemes [69] #academia,#research [69] #phdchat,#phdforum [69] #phdmemes,#phdchat [69] #academicchatter,#academia [65] #highimpactphdmemes,#phd [65] #phdforum,#academicchatter [65] #research,#researchers [65] #researchers,#phdstudent Top Word Pairs in Tweet in G5:
[61] popular,culture [59] reboots,remakes [59] adaptations,reboots [59] version,adaptations [59] cfp,version [59] culture,free [59] conference,december [59] remakes,popular [59] free,online [59] online,conference Top Word Pairs in Tweet in G6:
[17] profound,intellectual [17] research,people [17] doing,research [17] intellectual,multiple [17] people,profound [17] multiple,disabilities [15] #ecer2023,#phdlife [15] southcoastdtp,cri_uos [14] cri_uos,uosdoccollege [11] kiki,messiou Top Word Pairs in Tweet in G7:
[8] late,sign [8] phdwritingclub's,weekly [8] tomorrow,late [8] co,writing [8] sign,join [8] session,guest [8] guest,host [8] weekly,co [8] writing,session [8] join,phdwritingclub's Top Word Pairs in Tweet in G8:
[8] having,support [8] student,science [8] phd,student [8] skills,appreciated [8] nontechnical,skills [8] engineering,nontechnical [8] science,engineering [8] appreciated,having [7] academic,job [7] maketimecountuk,phd Top Word Pairs in Tweet in G9:
[22] narrative,academia [22] academia,success [22] dominant,narrative [22] failure,crime [22] success,rule [22] push,back [22] rule,failure [22] important,push [22] back,against [22] against,dominant Top Word Pairs in Tweet in G10:
[20] #phdlife,#phdchat [15] #phdchat,#phdtwitter [15] #phdvoice,#phdlife [13] succinctly,#phdvoice [13] capture,#phd [13] experience,more [13] accurately,succinctly [13] never,seen [13] more,accurately [13] #phd,experience Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: