The graph represents a network of 4,872 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 05:20 UTC.
The tweets in the network were tweeted over the 5246-day, 3-hour, 25-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 13 March 2023 at 22:11 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 : 4872
Unique Edges : 6776
Edges With Duplicates : 15863
Total Edges : 22639
Number of Edge Types : 9
Replies to : 1267
MentionsInReplyTo : 6544
Tweet : 193
MentionsInRetweet : 5731
Retweet : 2748
Mentions : 4072
Quote : 350
MentionsInQuote : 1430
MentionsInQuoteReply : 304
Self-Loops : 807
Reciprocated Vertex Pair Ratio : 0.0298941055196327
Reciprocated Edge Ratio : 0.0580527752502275
Connected Components : 26
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 4844
Maximum Edges in a Connected Component : 22597
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.091926
Graph Density : 0.000463097336570885
Modularity : 0.35499
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,872 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 05:20 UTC.
The tweets in the network were tweeted over the 5246-day, 3-hour, 25-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 13 March 2023 at 22:11 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:
[251] ibmresearch,ibm [168] ibm,research [134] quantum,computing [134] ai,models [132] foundation,models [124] ibmresearch,ibmdata [124] ibm,ibmresearch [111] charliecamp6ell,ibmresearch [110] ibmresearch,re [105] pleasure,host Top Word Pairs in Tweet in G1:
[177] ibmresearch,ibm [100] nationalgrid,bostondynamics [99] ibm,nationalgrid [92] ai,models [87] charliecamp6ell,ibmresearch [76] pleasure,host [74] emerging,quantum [74] industry,impact [74] talk,emerging [74] ibmresearch,talk Top Word Pairs in Tweet in G2:
[109] ibmresearch,ibmdata [80] elonmusk,ibmresearch [79] ibmdata,kleeirwin [79] barackobama,michelleobama [79] michelleobama,billclinton [79] defencehq,cb_doge [79] kleeirwin,teslaownerssv [79] billclinton,hillaryclinton [79] teslaownerssv,7newssydney [79] hillaryclinton,emmanuelmacron Top Word Pairs in Tweet in G3:
[34] protein,folding [33] quantumblog,ibmresearch [32] team,published [30] quantum,computing [30] #quantum,computers [28] ibmresearch,googleai [23] check,abstract [22] technologies,being [22] being,researched [22] different,technologies Top Word Pairs in Tweet in G4:
[39] ibmresearch,pytorch [36] raghuganti,ibmresearch [30] ibmresearch,re [28] ibm,research [23] mlstjournal,gt [23] acvaucher,teodorolaino [22] chemical,#reaction [22] downloads,'prediction [22] using,#deeplearning' [22] yields,using Top Word Pairs in Tweet in G5:
[49] neurosymbolic,ai [47] workshop,neurosymbolic [37] ibmresearch,workshop [35] alex,gray [31] ai,alex [31] join,many [31] many,leading [31] researchers,ibmresearch [31] leading,ai [31] ai,researchers Top Word Pairs in Tweet in G6:
[15] stephen_wolfram,mincienciasco [13] test66660353954,regular341 [13] test49205180,test66660353954 [13] regular341,anothermuses [12] brand_stupid,aabuitrago [10] anothermuses,brand_stupid [10] aabuitrago,stephen_wolfram [9] anotherstupidor,test49205180 [8] deadline,extended [8] great,team Top Word Pairs in Tweet in G7:
[72] khourycollege,nu_camd [53] ibmresearch,stanfordhai [52] nu_camd,ibmresearch [51] dakuowang,northeastern [51] northeastern,khourycollege [23] stanfordhai,congratulations [21] 2023,truly [21] associate,professor [21] joining,northeastern [21] professor,khourycollege Top Word Pairs in Tweet in G8:
[28] voguemagazine,ginnirometty [23] kavericamire,johnmario87 [23] ginnirometty,arvindkrishna [21] arvindkrishna,ibmresearch [20] arvindkrishna,harrietgreen1 [20] bradley_pit,angelinajolieph [19] drbiden,joebiden [16] ginnirometty,ibmresearch [15] ibmresearch,arvindkrishna [15] leodicaprio,bradley_pit Top Word Pairs in Tweet in G9:
[75] research,africa [75] ibm,research [74] kenya,hiring [74] amazing,talented [74] hiring,join [74] africa,lab [74] software,internship [74] lab,kenya [74] join,software [74] internship,work Top Word Pairs in Tweet in G10:
[9] science,virtue [9] india's,science [9] virtue,india's [9] invigorating,panel [9] doing,science [9] panel,indscifest [9] science,ambitions [9] beyond,doing [9] indscifest,beyond [8] fastindiatrust,invigorating 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: