The graph represents a network of 10,375 Twitter users whose recent tweets contained "#AcademicTwitter", 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, 14 March 2023 at 14:31 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 20-minute period from Saturday, 04 March 2023 at 16:15 UTC to Tuesday, 14 March 2023 at 13:36 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 : 10375
Unique Edges : 16431
Edges With Duplicates : 6649
Total Edges : 23080
Number of Edge Types : 5
MentionsInRetweet : 7092
Mentions : 2879
Retweet : 10296
Tweet : 2637
Replies to : 176
Self-Loops : 2860
Reciprocated Vertex Pair Ratio : 0.0226578722364725
Reciprocated Edge Ratio : 0.0443117348462228
Connected Components : 1315
Single-Vertex Connected Components : 691
Maximum Vertices in a Connected Component : 7476
Maximum Edges in a Connected Component : 19244
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.199971
Graph Density : 0.000155578938077353
Modularity : 0.654287
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 10,375 Twitter users whose recent tweets contained "#AcademicTwitter", 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, 14 March 2023 at 14:31 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 20-minute period from Saturday, 04 March 2023 at 16:15 UTC to Tuesday, 14 March 2023 at 13:36 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 : #AcademicTwitter
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:
[1911] #academia,#academictwitter [1640] #phdlife,#phdchat [1548] #research,#academia [1307] #academictwitter,#academicchatter [1202] #phd,#phdlife [1146] #academictwitter,#phd [881] #academicchatter,#academictwitter [755] #phdvoice,#academictwitter [720] #academictwitter,#phdlife [719] #phdchat,#phdlife Top Word Pairs in Tweet in G1:
[1693] #academia,#academictwitter [1384] #research,#academia [971] #academictwitter,#phd [803] #phd,#phdlife [763] #phdlife,#phdchat [604] #phdchat,#phdlife [440] #research,#researcher [419] #research,#academictwitter [409] research,proposal [331] #researcher,#academia Top Word Pairs in Tweet in G2:
[386] #academictwitter,#academicchatter [256] phdvoice,postdocvoice [203] #academicchatter,openacademics [199] phdvoice,phd_genie [197] #phd,student [197] #science,#academictwitter [195] simultaneously,phdvoice [195] papers,simultaneously [195] working,papers [195] #sciencetwitter,#science Top Word Pairs in Tweet in G3:
[201] #academicchatter,#academictwitter [133] #math,#chem [104] #academictwitter,#academicchatter [99] #academictwitter,#phdchat [98] #asutwitter,#academictwitter [95] #calculus,#asutwitter [95] #tamu,#mcgraw [95] #chem,#assignment [95] #econometrics,#calculus [95] handle,english Top Word Pairs in Tweet in G4:
[96] #academictwitter,#academicchatter [63] #academicchatter,#academictwitter [54] #math,#chem [41] #physics,#history [41] #history,#econometrics [40] review,#assignment [40] #assignment,#chemistry [40] #book,review [40] #chemistry,#physics [40] #quiz,#exam Top Word Pairs in Tweet in G5:
[588] #phdlife,#phdchat [584] #phdvoice,#academictwitter [578] #phdchat,#xp [575] #academicchatter,#phdvoice [571] #xp,#academicchatter [263] #phd,#phdlife [260] #academia,#research [260] #academictwitter,#academicchatter [259] #phdforum,#academictwitter [259] #phdlife,#phdmemes Top Word Pairs in Tweet in G6:
[456] unproductive,today [456] #academictwitter,#phdlife [456] way,stockholm [456] higgs,believes [456] following,interview [456] stockholm,receive [456] wouldn,survive [456] system,simply [456] prize,2013 [456] 2013,following Top Word Pairs in Tweet in G7:
[109] #science,#academictwitter [109] #news,#technology [109] #research,#science [107] #scicomm,#news [104] #medtwitter,#scicomm [103] #technology,#tech [102] #meded,#medtwitter [93] #sciencetwitter,#academictwitter [88] #tech,#newsbreak [87] #chemtwitter,#chemed Top Word Pairs in Tweet in G8:
[47] #academictwitter,#nih [40] #academictwitter,#researchtools [40] #ai,#phdlife [35] learn,more [34] #researchtools,#chatgpt [34] #chatgpt,#ai [33] #phdchat,#ecrchat [29] nih's,research [29] scispace,saber [29] workforce,diversity Top Word Pairs in Tweet in G9:
[31] #academictwitter,#chemtwitter [29] twitter,circle [29] follow,great [29] great,content [29] content,#academictwitter [27] uniofoxford,morubkk [27] postdoc,nhmrc [27] lim,unisa [27] please,hiring [27] unisa,edu Top Word Pairs in Tweet in G10:
[172] starts,scratch [172] destruction,university [172] full,support [172] aksum,university [172] #tigray,seeking [172] complete,destruction [172] university,one [172] two,year [172] #academictwitter,#universityofaxum [172] universities,#tigray 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 G8:
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 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: