The graph represents a network of 2,678 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 8/1/2023 12:00:00 AM and 8/22/2023 8:29:30 PM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 04:01 UTC.
The tweets in the network were tweeted over the 3324-day, 12-hour, 1-minute period from Wednesday, 16 July 2014 at 15:19 UTC to Wednesday, 23 August 2023 at 03:21 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 : 2678
Unique Edges : 2743
Edges With Duplicates : 700
Total Edges : 3443
Number of Edge Types : 8
Retweet : 2442
MentionsInRetweet : 146
Mentions : 294
Tweet : 399
Quote : 54
MentionsInQuote : 54
Replies to : 36
MentionsInReplyTo : 18
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.0224550898203593
Reciprocated Edge Ratio : 0.0439238653001464
Connected Components : 232
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 2018
Maximum Edges in a Connected Component : 2547
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.999599
Graph Density : 0.000381084909121292
Modularity : 0.682419
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 2,678 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 8/1/2023 12:00:00 AM and 8/22/2023 8:29:30 PM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 04:01 UTC.
The tweets in the network were tweeted over the 3324-day, 12-hour, 1-minute period from Wednesday, 16 July 2014 at 15:19 UTC to Wednesday, 23 August 2023 at 03:21 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:
[1027] ithinkwellhugh,starting [591] phd,soon [591] use,thesis [591] thesis,planner [591] download,easy [591] planner,free [591] free,map [591] map,major [591] soon,download [591] major,phases Top Word Pairs in Tweet in G1:
[964] ithinkwellhugh,starting [558] major,phases [558] phd,soon [558] free,map [558] starting,phd [558] download,easy [558] planner,free [558] phases,#phd [558] use,thesis [558] map,major Top Word Pairs in Tweet in G2:
[391] #phdlife,#phdchat [215] paper,#phd [215] read,paper [215] #masters,#phdlife [215] #phd,#masters [214] drasmajabeen1,read [163] #phd,#phdlife [161] #research,#phd [161] article,#research [161] scientific,article Top Word Pairs in Tweet in G3:
[42] #phdlife,#phdchat [27] #academictwitter,#phdchat [22] #phdchat,#phdlife [19] #phdvoice,#phdlife [19] #phdchat,#phd [17] phd,students [15] #phdchat,#phdvoice [14] straight,phd [14] #phdchat,#phdtwitter [13] career_re,#academictwitter Top Word Pairs in Tweet in G4:
[16] #phdlife,#phdchat [15] #phdchat,#phdlife [10] #phdstudentlife,#phdcandidate [10] #phdcandidate,#phd [10] #phd,#phdchat [9] #postgrad,#graduatestudent [9] #academictwitter,#phdchat [9] #phdstudents,#phdresearch [9] #research,#postgrad [9] #phd,#phdproblems Top Word Pairs in Tweet in G5:
[62] popular,culture [60] culture,free [60] conference,december [60] online,conference [60] remakes,popular [60] december,2023 [60] version,adaptations [60] cfp,version [60] adaptations,reboots [60] free,online Top Word Pairs in Tweet in G6:
[70] folks,program [70] students,find [70] advice,grad [70] find,people [70] grad,students [70] people,folks [70] program,department [70] best,advice [69] department,completel [69] therealdrdukes,best Top Word Pairs in Tweet in G7:
[41] position,group [41] #ramanspectroscopy,#nanomotors [41] group,#plasmonics [41] still,time [41] #plasmonics,#ramanspectroscopy [41] #nanomotors,#phdposition [41] time,apply [41] phd,position [41] apply,phd [40] kathevillag,still Top Word Pairs in Tweet in G8:
[57] #phdlife,#phdmemes [57] #phd,#phdlife [57] #phdchat,#phdforum [57] #phdmemes,#phdchat [56] #academia,#research [56] #academicchatter,#academia [49] #highimpactphdmemes,#phd [49] #phdforum,#academicchatter [49] #research,#researchers [49] #researchers,#phdstudent Top Word Pairs in Tweet in G9:
[36] ago,started [36] years,ago [36] learnt,wild [36] things,learnt [36] started,#phd [36] messy,joyful [36] challenging,hugely [36] #phd,50 [36] 50,things [36] joyful,challenging Top Word Pairs in Tweet in G10:
[23] faculty,meet [23] postdoctoral,training [23] #stanfordprism,visit [23] visit,stanford [23] stanford,interview [23] meet,postdocs [23] interview,faculty [23] explore,postdoctoral [23] training,#stanfordprism [22] stanfordopa,explore Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: