The graph represents a network of 14,614 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 Wednesday, 10 November 2021 at 11:33 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 31-minute period from Tuesday, 02 November 2021 at 17:32 UTC to Wednesday, 10 November 2021 at 10:03 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 : 14614
Unique Edges : 27255
Edges With Duplicates : 9898
Total Edges : 37153
Number of Edge Types : 5
Retweet : 13181
MentionsInRetweet : 15733
Replies to : 385
Mentions : 4356
Tweet : 3498
Self-Loops : 3746
Reciprocated Vertex Pair Ratio : 0.0208539128525958
Reciprocated Edge Ratio : 0.0408558219546285
Connected Components : 1966
Single-Vertex Connected Components : 1118
Maximum Vertices in a Connected Component : 9838
Maximum Edges in a Connected Component : 30621
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.800538
Graph Density : 0.000130659927174896
Modularity : 0.631716
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,614 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 Wednesday, 10 November 2021 at 11:33 UTC.
The tweets in the network were tweeted over the 7-day, 16-hour, 31-minute period from Tuesday, 02 November 2021 at 17:32 UTC to Wednesday, 10 November 2021 at 10:03 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:
[2468] #academictwitter,#academicchatter [1748] openacademics,academicchatter [1559] academicchatter,#academictwitter [1007] #phdchat,#phdfriend [895] phd,#academictwitter [881] miniaturised,laminated [881] laminated,doctorate [881] doctorate,certificate [881] certificate,fits [881] fits,purse Top Word Pairs in Tweet in G1:
[1694] openacademics,academicchatter [1467] academicchatter,#academictwitter [974] #phdchat,#phdfriend [813] #phdfriend,#phdvoice [636] #academictwitter,#ecr [636] #ecr,#phdchat [622] phdvoice,phd_genie [566] #academictwitter,#research [555] phdfriendsana,openacademics [553] phd_genie,phdfriendsana Top Word Pairs in Tweet in G2:
[145] #academictwitter,#academicchatter [63] #academicchatter,#academictwitter [37] #phdchat,#academictwitter [34] #academictwitter,#phdchat [32] research,papers [29] #academictwitter,#essaypay [28] #phdlife,#academictwitter [27] #essaypay,#homeworkhelp [27] #paysomeone,#essayhelp [27] #essayhelp,#homework Top Word Pairs in Tweet in G3:
[822] #academictwitter,#academicchatter [818] miniaturised,laminated [818] laminated,doctorate [818] doctorate,certificate [818] certificate,fits [818] fits,purse [818] purse,amuses [818] amuses,end [818] end,haven't [818] haven't,accidentally Top Word Pairs in Tweet in G4:
[101] #academictwitter,#academicchatter [84] #scicomm,#academictwitter [63] #academictwitter,#scicomm [62] #academictwitter,#phdchat [60] #academicchatter,#academicmentalhealth [48] #acwrimo,#virtualnotviral [45] #5amwritersclub,#academicchatter [45] #academicmentalhealth,#womenwhocode [45] #womenwhocode,#womenintech [45] #womenintech,#womeninstem Top Word Pairs in Tweet in G5:
[154] grad,student [154] fall,2022 [154] dear,#academictwitter [154] #academictwitter,dr [154] dr,manvelian [154] manvelian,hold [154] hold,phd [154] phd,clinical [154] clinical,psychology [154] psychology,applied Top Word Pairs in Tweet in G6:
[473] university,puerto [473] puerto,rico [473] rico,puerto [473] puerto,rico's [473] rico's,public [473] public,university [473] university,being [473] being,dismantled [473] dismantled,austerity [473] austerity,measures Top Word Pairs in Tweet in G7:
[308] cartoon,newscientist [301] newscientist,#academictwitter [299] pens,friends [299] friends,cartoon [25] phdvoice,phdchatter [24] #phd,#phdlife [24] indiefilm,female [24] female,protagonist [24] protagonist,argues [24] #inclusion,#genderstudies Top Word Pairs in Tweet in G8:
[99] 1st,semester [99] semester,completed [99] completed,five [99] five,months [99] months,ago [99] ago,came [99] came,solicit [99] solicit,assistance [99] assistance,today [99] today,ve Top Word Pairs in Tweet in G9:
[191] hi,open [191] open,academic [191] academic,commissions [191] commissions,essays [191] essays,ppt [191] ppt,modules [191] modules,more [191] more,active [191] active,time [191] time,7am Top Word Pairs in Tweet in G10:
[322] #100daysofcode,#python [263] #python,#flutter [263] #flutter,#animation [263] #animation,#3danimation [263] #3danimation,#nftcommunity [263] #nftcommunity,#giveaway [263] #giveaway,#auctionupdate [263] #auctionupdate,#shiba [263] #shiba,#iot [263] #iot,#memes Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: