The graph represents a network of 12,917 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 Friday, 20 May 2022 at 13:11 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 10-minute period from Friday, 13 May 2022 at 01:10 UTC to Friday, 20 May 2022 at 11:20 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 : 12917
Unique Edges : 24505
Edges With Duplicates : 14560
Total Edges : 39065
Number of Edge Types : 5
Tweet : 3121
Retweet : 13797
Mentions : 4466
MentionsInRetweet : 15495
Replies to : 2186
Self-Loops : 3387
Reciprocated Vertex Pair Ratio : 0.0292524805312883
Reciprocated Edge Ratio : 0.0568421861197527
Connected Components : 1980
Single-Vertex Connected Components : 1097
Maximum Vertices in a Connected Component : 8133
Maximum Edges in a Connected Component : 32040
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.572924
Graph Density : 0.000156063465737473
Modularity : 0.566462
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,917 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 Friday, 20 May 2022 at 13:11 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 10-minute period from Friday, 13 May 2022 at 01:10 UTC to Friday, 20 May 2022 at 11:20 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:
[3451] #datascience,#academictwitter [3412] #devops,#bigdata [3400] #programming,#datascience [3391] #iotpl,#rstats [3357] #academictwitter,#machinelearning [3333] #machinelearning,#serverless [3332] #futureofwork,#devops [3277] #rstats,#tech [3276] #bigdata,#cybersecurity [3234] #100daysofcode,#codenewbie Top Word Pairs in Tweet in G1:
[1068] academicchatter,#academictwitter [957] openacademics,academicchatter [648] #academictwitter,#academicchatter [580] passion,science [429] #academictwitter,academicchatter [374] #academictwitter,phdvoice [363] phdvoice,phd_genie [290] science,like [290] like,being [290] being,lab Top Word Pairs in Tweet in G2:
[190] #academictwitter,#academicchatter [84] #academicchatter,#academictwitter [46] #phdlife,#academictwitter [25] #phdchat,#academictwitter [25] #sciencetwitter,#academictwitter [24] #academictwitter,#phdlife [21] #medtwitter,#sciencetwitter [20] #academictwitter,#academicmentalhealth [20] #stem,#research [19] help,acads Top Word Pairs in Tweet in G3:
[3447] #datascience,#academictwitter [3412] #devops,#bigdata [3399] #programming,#datascience [3391] #iotpl,#rstats [3357] #academictwitter,#machinelearning [3332] #machinelearning,#serverless [3332] #futureofwork,#devops [3277] #rstats,#tech [3276] #bigdata,#cybersecurity [3234] #100daysofcode,#codenewbie Top Word Pairs in Tweet in G4:
[214] executive,functions [214] functions,explained [214] explained,livelymindsco [214] livelymindsco,#academictwitter [214] #academictwitter,#education [214] #education,#skillbuilding [202] #academictwitter,#edchat [138] case,audiobooks [138] audiobooks,real [138] real,books Top Word Pairs in Tweet in G5:
[22] #academictwitter,#academicchatter [11] #academicchatter,#academictwitter [7] universitiesuk,1752group [7] #researchculture,#reimagineresearch [7] read,uk [7] uk,academics [7] academics,#academictwitter [6] marikasboros,proftimnoakes [6] daverg47,seis_matters [6] seis_matters,milespadgett Top Word Pairs in Tweet in G6:
[120] #phdlife,#phdvoice [115] #phdvoice,#phdcandidate [115] #phd,#academictwitter [113] agree,#phd [113] #phd,#phdlife [113] #phdcandidate,#phdjourney [113] #phdjourney,#phd [113] #academictwitter,#phdposition [28] higher,education [14] world,higher Top Word Pairs in Tweet in G7:
[62] #epitwitter,#academictwitter [49] #blackepimatters,minimizes [49] minimizes,value [49] value,#epitwitter [47] #academictwitter,#phdchat [47] hot,damn [47] damn,#blackinepi [47] #blackinepi,tenured [47] tenured,#blackepimatters [40] passed,dissertation Top Word Pairs in Tweet in G8:
[78] #econtwitter,#academictwitter [45] #academictwitter,#econtwitter [16] #academictwitter,#academicchatter [13] spread,word [11] timeshighered,#academictwitter [11] president,zelenskyy [11] research,universities [11] networking,mixers [10] #academictwitter,happy [10] happy,share Top Word Pairs in Tweet in G9:
[151] google,scholar [151] scholar,profiles [151] profiles,imminent [151] imminent,20th [151] 20th,century [151] century,scientists [151] scientists,deceased [151] deceased,read [151] publications,place [151] #womeninstem,#academictwitter Top Word Pairs in Tweet in G10:
[111] #phdchat,#academictwitter [109] bakery,consider [109] consider,opening [109] opening,gym [109] gym,#phdchat [14] #academictwitter,#academicchatter [11] things,stay [11] stay,research [11] research,scholar [11] scholar,hostel Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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