The graph represents a network of 24,141 Twitter users whose recent tweets contained "Twitter (research OR academic OR academics OR academia)", 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, 27 April 2022 at 13:50 UTC.
The tweets in the network were tweeted over the 4-hour, 55-minute period from Wednesday, 27 April 2022 at 06:26 UTC to Wednesday, 27 April 2022 at 11:21 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 : 24141
Unique Edges : 32709
Edges With Duplicates : 4858
Total Edges : 37567
Number of Edge Types : 5
Retweet : 12595
MentionsInRetweet : 11309
Mentions : 7827
Replies to : 974
Tweet : 4862
Self-Loops : 5007
Reciprocated Vertex Pair Ratio : 0.0249404559373937
Reciprocated Edge Ratio : 0.0486671314278126
Connected Components : 5579
Single-Vertex Connected Components : 2104
Maximum Vertices in a Connected Component : 5371
Maximum Edges in a Connected Component : 11680
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.250611
Graph Density : 5.16899009536867E-05
Modularity : 0.830643
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 24,141 Twitter users whose recent tweets contained "Twitter (research OR academic OR academics OR academia)", 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, 27 April 2022 at 13:50 UTC.
The tweets in the network were tweeted over the 4-hour, 55-minute period from Wednesday, 27 April 2022 at 06:26 UTC to Wednesday, 27 April 2022 at 11:21 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 : Twitter (research OR academic OR academics OR academia)
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:
[511] hero,academia [470] research,foundation [467] india,outlaws [467] outlaws,zakir [467] zakir,naik's [467] naik's,islamic [467] islamic,research [467] foundation,naik [467] naik,justified [467] justified,suicide Top Word Pairs in Tweet in G1:
[131] course,hero [61] hero,3php [61] 3php,bartleby [61] bartleby,3php [61] 3php,scribd [61] scribd,3php [61] 3php,studocu [61] studocu,3php [61] 3php,academia [61] academia,3php Top Word Pairs in Tweet in G2:
[95] advanced,grant [61] erc,advanced [39] erc_research,advanced [32] advanced,grants [20] erc_research,project [19] #whywedoresearch,#ulresearchweek [17] research,fellow [16] de,la [16] erc_research,#ercadg [15] del,erc_research Top Word Pairs in Tweet in G3:
[461] india,outlaws [461] outlaws,zakir [461] zakir,naik's [461] naik's,islamic [461] islamic,research [461] research,foundation [461] foundation,naik [461] naik,justified [461] justified,suicide [461] suicide,bombings Top Word Pairs in Tweet in G4:
[16] leaving,twitter [16] twitter,billionaire [16] billionaire,takeover [16] takeover,introduce [16] introduce,academic [16] academic,publishing [13] dir,partnerships [13] partnerships,#startups [13] #startups,#academia [13] #academia,#global Top Word Pairs in Tweet in G5:
[383] academic,athlete [374] athlete,gpa [363] north,carolina [363] jr,smith [361] carolina,t's [361] t's,academic [361] gpa,jr [361] smith,men's [361] men's,golf [361] golf,turkin35 Top Word Pairs in Tweet in G6:
[126] food,prices [62] increase,food [59] trade,barriers [59] led,increase [58] prices,uk [53] 2019,september [53] september,2021 [50] increase,uk [49] brexit,trade [49] trade,food Top Word Pairs in Tweet in G7:
[333] research,lab [295] lab,closed [295] closed,691 [295] 691,interact [295] interact,considered [295] considered,whitelist [38] lab,opening [38] opening,interact [38] interact,tweet [38] tweet,access Top Word Pairs in Tweet in G8:
[134] lca,mk1 [133] main,airframe [133] airframe,fatigue [133] fatigue,test [133] mk1,airframe [133] airframe,ground [133] ground,test [133] test,centre [133] centre,aircraft [133] aircraft,research Top Word Pairs in Tweet in G9:
[136] climb,ladder [136] ladder,chinese [136] chinese,academic [136] academic,society [136] society,prof [136] prof,jin [136] jin,canrong [136] canrong,good [136] good,simple [136] simple,talk Top Word Pairs in Tweet in G10:
[20] arts,health [12] measure,impact [12] impact,#citizenscience [12] #citizenscience,#eu [12] #eu,researchers [12] researchers,building [12] building,integrated [12] integrated,interactive [12] interactive,platform [12] platform,including 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 G4:
Top Replied-To in G6:
Top Replied-To in G10:
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 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: