The graph represents a network of 4,261 Twitter users whose recent tweets contained "PhDChat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 September 2022 at 23:00 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 33-minute period from Sunday, 04 September 2022 at 19:07 UTC to Tuesday, 13 September 2022 at 22:41 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 Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4261
Unique Edges : 9716
Edges With Duplicates : 3917
Total Edges : 13633
Number of Edge Types : 5
Tweet : 1245
Retweet : 4657
MentionsInRetweet : 6042
Mentions : 1624
Replies to : 65
Self-Loops : 1297
Reciprocated Vertex Pair Ratio : 0.0232297503820683
Reciprocated Edge Ratio : 0.0454047595340038
Connected Components : 295
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 3623
Maximum Edges in a Connected Component : 12814
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.556965
Graph Density : 0.000553276633909693
Modularity : 0.545276
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,261 Twitter users whose recent tweets contained "PhDChat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 September 2022 at 23:00 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 33-minute period from Sunday, 04 September 2022 at 19:07 UTC to Tuesday, 13 September 2022 at 22:41 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 Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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:
[1244] #phdlife,#phdchat [781] #academictwitter,#academicchatter [646] phdvoice,academicchatter [641] #phdchat,#phdone [602] #phd,#researchers [598] #phdone,phdvoice [598] academicchatter,phdtipspodcast [595] research,proposal [583] #phd,#phdlife [578] write,research Top Word Pairs in Tweet in G1:
[599] #phdlife,#phdchat [584] phdvoice,academicchatter [574] #phd,#researchers [574] #phdchat,#phdone [574] #phdone,phdvoice [574] academicchatter,phdtipspodcast [557] write,research [557] research,proposal [557] proposal,#phd [557] #researchers,#proposal Top Word Pairs in Tweet in G2:
[220] #phdlife,#phdchat [158] #phdchat,#phdlife [154] #phdchat,#academicchatter [137] #academictwitter,#academicchatter [114] #phdchat,#academictwitter [101] #academictwitter,#phdchat [79] #phdchat,#phdvoice [77] #academicchatter,#phdchat [67] #acwri,#phdchat [58] #metaanalysis,#systematicreview Top Word Pairs in Tweet in G3:
[304] #phdchat,#academicchatter [296] #metaanalysis,#systematicreview [296] #systematicreview,#phdchat [290] #datascience,#machinelearning [287] #pakdatasci,#datascience [284] #machinelearning,#datavisualization [284] #datavisualization,#metaanalysis [265] #datascience,#100daysofcode [265] #womenwhocode,#bigdata [255] #scicomm,#phdchat Top Word Pairs in Tweet in G4:
[231] #phdlife,#phdchat [137] #phdchat,#phdvoice [128] #academictwitter,#academicchatter [117] #phd,#phdlife [107] phdvoice,phd_genie [91] #academicchatter,#academictwitter [82] #academictwitter,#phdchat [78] #phdchat,#phdlife [76] #phdchat,#phd [73] academicchatter,phdvoice Top Word Pairs in Tweet in G5:
[364] #phd,#phdlife [364] #phdlife,#phdmemes [364] #phdmemes,#phdchat [364] #phdchat,#phdforum [364] #phdforum,#academictwitter [364] #academictwitter,#academicchatter [364] #academicchatter,#academia [364] #academia,#research [346] #research,#memingphd [125] #memingphd,#postdoc Top Word Pairs in Tweet in G6:
[27] #phdlife,#phdchat [22] #phdchat,#phdlife [19] #phdchat,#academictwitter [16] #phdchat,#academicchatter [16] research,papers [14] #assignment,#homework [13] #phdchat,#phdvoice [13] #academictwitter,#phdchat [12] #academictwitter,#academicchatter [11] #academicchatter,#phdchat Top Word Pairs in Tweet in G7:
[51] #phdchat,#phdforum [42] #7phdsecrets,secret [40] #phdforum,#ecrchat [31] secret,distractions [30] #phdchat,#phdadvice [30] #phdadvice,#phdforum [30] #phdforum,#phdlife [28] #phdlife,#ecrchat [28] #ecrchat,#acwri [27] #ecrchat,#postdoc Top Word Pairs in Tweet in G8:
[27] #ecrchat,#phdchat [21] teaching,starting [21] starting,know [21] know,anyone [21] anyone,next [21] next,wed [21] wed,thurs [21] thurs,annual [21] annual,teaching [21] teaching,event Top Word Pairs in Tweet in G9:
[25] phd,thesis [21] phd,student [21] student,researching [21] researching,aspect [21] aspect,first [21] first,world [21] world,war [21] war,second [21] second,year [21] year,later Top Word Pairs in Tweet in G10:
[30] paper,alert [30] alert,first [30] first,first [30] first,co [30] co,author [30] author,paper [30] paper,#phdlife [30] #phdlife,maxreichertmd [30] maxreichertmd,lab [30] lab,naturecomms Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: