The graph represents a network of 11,139 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 Monday, 27 June 2022 at 17:48 UTC.
The tweets in the network were tweeted over the 7-day, 7-hour, 58-minute period from Monday, 20 June 2022 at 07:25 UTC to Monday, 27 June 2022 at 15:23 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 : 11139
Unique Edges : 20917
Edges With Duplicates : 15187
Total Edges : 36104
Number of Edge Types : 5
Tweet : 2635
Retweet : 14261
Mentions : 3690
MentionsInRetweet : 13592
Replies to : 1926
Self-Loops : 2793
Reciprocated Vertex Pair Ratio : 0.0326454903779272
Reciprocated Edge Ratio : 0.0632269073600072
Connected Components : 1588
Single-Vertex Connected Components : 828
Maximum Vertices in a Connected Component : 7083
Maximum Edges in a Connected Component : 29890
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.794464
Graph Density : 0.000179492909679448
Modularity : 0.541916
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,139 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 Monday, 27 June 2022 at 17:48 UTC.
The tweets in the network were tweeted over the 7-day, 7-hour, 58-minute period from Monday, 20 June 2022 at 07:25 UTC to Monday, 27 June 2022 at 15:23 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5214] #iotpl,#rstats [5192] #devops,#bigdata [5166] #datascience,#academictwitter [5119] #futureofwork,#devops [5040] #programming,#datascience [4952] #100daysofcode,#codenewbie [4834] #rstats,#tech [4747] #bigdata,#cybersecurity [4744] #codenewbie,#womenwhocode [4707] #womenwhocode,#programming Top Word Pairs in Tweet in G1:
[579] #academictwitter,#academicchatter [558] academicchatter,#academictwitter [467] openacademics,academicchatter [337] #academicchatter,#phdchat [324] openacademics,phd_genie [236] #phdlife,#phdvoice [230] #academictwitter,#phd [219] #phd,#academicchatter [213] #gradschool,#academictwitter [211] #phdvoice,#phdmemes Top Word Pairs in Tweet in G2:
[1199] leaving,academia [1195] #research,#engineering [1195] #engineering,#academia [1195] #academia,#phd [1195] #phd,#academictwitter [1194] phd,students [1193] #science,#research [1192] students,postdocs [1192] postdocs,faculties [1192] faculties,leaving Top Word Pairs in Tweet in G3:
[131] #academictwitter,#academicchatter [59] #academicchatter,#academictwitter [34] #phdlife,#academictwitter [25] #phdchat,#academictwitter [21] #academictwitter,#phdlife [15] #academictwitter,#phd [14] #sciencetwitter,#academictwitter [13] #phdchat,#phdlife [12] #phdlife,#phdchat [12] #medtwitter,#sciencetwitter Top Word Pairs in Tweet in G4:
[359] join,#academictwitter [359] #academictwitter,congratulations [359] congratulations,tou [359] tou,385 [359] 385,000 [359] 000,academics [359] academics,academic [359] academic,accounts [359] accounts,follow [47] welcome,followers Top Word Pairs in Tweet in G5:
[5118] #iotpl,#rstats [5095] #devops,#bigdata [5059] #datascience,#academictwitter [5028] #futureofwork,#devops [4943] #programming,#datascience [4862] #100daysofcode,#codenewbie [4748] #rstats,#tech [4661] #bigdata,#cybersecurity [4654] #codenewbie,#womenwhocode [4618] #womenwhocode,#programming Top Word Pairs in Tweet in G6:
[98] #datascience,#academictwitter [95] #devops,#bigdata [94] #iotpl,#rstats [93] #programming,#datascience [90] #futureofwork,#devops [88] #100daysofcode,#codenewbie [87] #codenewbie,#womenwhocode [87] #womenwhocode,#programming [85] #academictwitter,#machinelearning [84] #rstats,#tech Top Word Pairs in Tweet in G7:
[84] ll,tweet [43] #academictwitter,#phdvoice [42] fired,whistleblow [42] whistleblow,stories [42] stories,share [42] share,tweet [42] tweet,dms [42] dms,ll [42] tweet,wish [42] wish,anonymous Top Word Pairs in Tweet in G8:
[192] #phdlife,#phdchat [192] #academictwitter,#academicmentalhealth [192] uniofherts,uniofhertslms [191] ask,phd [191] phd,student [191] student,#phdlife [191] #phdchat,#phdone [191] #phdone,#academictwitter [191] #academicmentalhealth,#academicchatter [191] #academicchatter,uniofherts Top Word Pairs in Tweet in G9:
[121] msc,phd [121] kindly,retweet [116] opportunities,australia [116] australia,2023 [116] 2023,griffith [116] griffith,university [116] university,announces [116] announces,600 [116] 600,scholarship [116] scholarship,offers Top Word Pairs in Tweet in G10:
[192] #academictwitter,#academicchatter [191] #phd,#phdlife [191] #phdlife,#phdmemes [191] #phdmemes,#phdchat [191] #phdchat,#phdforum [191] #phdforum,#academictwitter [191] #academicchatter,#academia [191] #academia,#research [8] staff,scientist [4] #research,#researcher Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: