The graph represents a network of 4,818 Twitter users whose recent tweets contained "ibmresearch", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5211-day, 4-hour, 21-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 06 February 2023 at 23:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4818
Unique Edges : 6721
Edges With Duplicates : 15952
Total Edges : 22673
Number of Edge Types : 9
Retweet : 2822
MentionsInRetweet : 5436
Replies to : 1336
MentionsInReplyTo : 8405
Mentions : 2741
MentionsInQuote : 1127
Quote : 358
Tweet : 160
MentionsInQuoteReply : 288
Self-Loops : 669
Reciprocated Vertex Pair Ratio : 0.0267832987645414
Reciprocated Edge Ratio : 0.0521693307570701
Connected Components : 22
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 4794
Maximum Edges in a Connected Component : 22642
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.990858
Graph Density : 0.000490600218732035
Modularity : 0.365964
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,818 Twitter users whose recent tweets contained "ibmresearch", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5211-day, 4-hour, 21-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 06 February 2023 at 23:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : ibmresearch
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[469] ibm,quantum [281] 433,qubit [275] ibmresearch,ibm [246] quantum,processor [236] qubit,ibm [235] quantum,osprey [234] check,433 [234] osprey,chip [226] largest,quantum [223] processor,date Top Word Pairs in Tweet in G1:
[288] ibm,quantum [196] 433,qubit [185] quantum,processor [184] quantum,osprey [184] qubit,ibm [184] processor,date [184] largest,quantum [183] chip,largest [183] osprey,chip [183] deliver,check Top Word Pairs in Tweet in G2:
[152] ibm,quantum [103] charliecamp6ell,ibmresearch [96] pleasure,host [90] emerging,quantum [90] industry,impact [90] talk,emerging [90] ibmresearch,talk [90] quantum,industry [90] host,charliecamp6ell [89] dariogila,pleasure Top Word Pairs in Tweet in G3:
[186] ibmresearch,ibmdata [160] elonmusk,ibmresearch [159] ibmdata,kleeirwin [159] barackobama,michelleobama [159] michelleobama,billclinton [159] defencehq,cb_doge [159] kleeirwin,teslaownerssv [159] billclinton,hillaryclinton [159] teslaownerssv,7newssydney [159] hillaryclinton,emmanuelmacron Top Word Pairs in Tweet in G4:
[34] protein,folding [27] ibmresearch,googleai [22] quantinuumqc,ibmresearch [19] world,records [19] quantum,computing [17] digitized,counterdiabatic [16] counterdiabatic,quantum [12] check,#qhack2023 [12] bdc_ca,beit [12] here's,list Top Word Pairs in Tweet in G5:
[87] ibm,research [86] research,africa [80] amazing,talented [80] internship,work [80] lab,kenya [80] software,internship [80] join,software [80] talented,people [80] kenya,hiring [80] work,amazing Top Word Pairs in Tweet in G6:
[52] neurosymbolic,ai [50] workshop,neurosymbolic [40] ibmresearch,workshop [38] alex,gray [34] leading,ai [34] ai,alex [34] researchers,ibmresearch [34] many,leading [34] ai,researchers [34] join,many Top Word Pairs in Tweet in G7:
[42] stephen_wolfram,mincienciasco [36] regular341,anothermuses [35] anothermuses,brand_stupid [33] test66660353954,regular341 [32] test49205180,test66660353954 [28] anotherstupidor,test49205180 [26] mincienciasco,pe [22] aabuitrago,stephen_wolfram [20] aabuitrago,anotherstupidor [17] brand_stupid,aabuitrago Top Word Pairs in Tweet in G8:
[66] khourycollege,nu_camd [49] ibmresearch,stanfordhai [48] nu_camd,ibmresearch [47] northeastern,khourycollege [47] dakuowang,northeastern [23] stanfordhai,congratulations [19] nu_camd,spring [19] spring,2023 [19] northeastern,associate [19] professor,khourycollege Top Word Pairs in Tweet in G9:
[22] ibmresearch,qiskit [11] ibm,ibmresearch [8] school,2022 [8] reunion,qip2023 [8] error,correction [8] great,see [8] summer,school [8] correction,summer [8] qiskit,#quantum [8] #quantum,error Top Word Pairs in Tweet in G10:
[9] future,hold [9] 30,million [9] experts,explain [9] quantum,computing [9] explain,preskill [9] hold,quantum [9] preskill,freekeheijman [9] computing,experts [8] caltech,before [8] jilascience,recounts Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: