The graph represents a network of 3,106 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 10,000 tweets. The network was obtained from Twitter on Friday, 17 September 2021 at 11:53 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 48-minute period from Wednesday, 15 September 2021 at 07:50 UTC to Friday, 17 September 2021 at 11:39 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 : 3106
Unique Edges : 5317
Edges With Duplicates : 2405
Total Edges : 7722
Number of Edge Types : 5
Retweet : 2403
MentionsInRetweet : 3475
Tweet : 489
Mentions : 1300
Replies to : 55
Self-Loops : 523
Reciprocated Vertex Pair Ratio : 0.0215073197180553
Reciprocated Edge Ratio : 0.0421089879688606
Connected Components : 316
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 2290
Maximum Edges in a Connected Component : 6421
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.110664
Graph Density : 0.000586055973944773
Modularity : 0.608419
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,106 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 10,000 tweets. The network was obtained from Twitter on Friday, 17 September 2021 at 11:53 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 48-minute period from Wednesday, 15 September 2021 at 07:50 UTC to Friday, 17 September 2021 at 11:39 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[716] #academicchatter,#academictwitter [629] #phdlife,#academicchatter [621] #phdjourney,#phdchat [619] uf,dept [618] indian,assumed [618] assumed,submissive [618] submissive,shut [618] shut,tolerate [618] tolerate,backtalk [618] backtalk,someone Top Word Pairs in Tweet in G1:
[613] uf,dept [612] indian,assumed [612] assumed,submissive [612] submissive,shut [612] shut,tolerate [612] tolerate,backtalk [612] backtalk,someone [612] someone,idiot [612] idiot,filed [612] filed,charges Top Word Pairs in Tweet in G2:
[174] openacademics,academicchatter [121] academicchatter,#academictwitter [115] #phdfriend,#phdvoice [113] asks,long [113] #phdchat,#phdfriend [111] #academictwitter,#ecr [111] #ecr,#phdchat [83] pi,asks [83] long,ll [83] ll,take Top Word Pairs in Tweet in G3:
[17] morimahmoudi,academicparity [17] academicparity,proftimnoakes [15] jeremyfarrar,michelle_cruk [15] michelle_cruk,ukri_ceo [13] #scipol,#scicomm [11] ukri_ceo,evidencebase_im [11] sdgsactivists,marikasboros [11] banishfgm,ignaciovalle3 [11] tristramwyatt,tanadjoseph [11] tanadjoseph,helloworldgrrls Top Word Pairs in Tweet in G4:
[77] #phdlife,#phdchat [40] #scicomm,#phdchat [37] #academictwitter,#phdchat [35] #phdchat,#phdvoice [32] #phdchat,#phdlife [29] phdvoice,#phdchat [28] #academictwitter,#academicchatter [27] #phdchat,academicchatter [26] #phd,#phdlife [26] academicchatter,phdvoice Top Word Pairs in Tweet in G5:
[205] #phdchat,#phdforum [181] #ecrchat,#postdoc [165] #postdoc,#academicchatter [160] #phdforum,#ecrchat [147] research,know [143] learning,research [143] know,ask [143] lots,questions [141] start,#phd [141] #phd,learning Top Word Pairs in Tweet in G6:
[74] advice,grad [74] grad,students [74] students,compare [74] compare,yourself [74] yourself,peers [74] peers,everyone [74] everyone,paths [74] paths,honestly [74] honestly,none [74] none,know Top Word Pairs in Tweet in G7:
[20] #phdchat,#phdlife [15] #phdchat,#academictwitter [13] #acwri,#phdchat [11] #phdlife,#phdchat [11] #academicchatter,#phdchat [10] #phd,#phdchat [8] #phdchat,#academicchatter [8] #academictwitter,#phdchat [6] #phdchat,#phdforum [5] phd,research Top Word Pairs in Tweet in G8:
[25] #ayokpodcast,#phdchat [25] #phdchat,#phd [24] 'are,ok [24] ok,' [24] ',supervisor [24] supervisor,toolkit [24] toolkit,complete [24] complete,practice [24] practice,focused [24] focused,blogs Top Word Pairs in Tweet in G9:
[20] leave,academia [11] #academictwitter,#phdchat [10] please,know [10] know,choose [10] choose,leave [10] academia,quitting [10] quitting,making [10] making,conscious [10] conscious,choice [10] choice,language Top Word Pairs in Tweet in G10:
[13] please,share [13] programs,join [7] share,interested [7] interested,md [7] md,ph [7] ph,programs [7] join,utswmstp [7] utswmstp,virtual [7] virtual,info [7] info,session Top Replied-To in Entire Graph:
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 G5:
Top Mentioned in G6:
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: