The graph represents a network of 4,890 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 06:21 UTC.
The tweets in the network were tweeted over the 5239-day, 6-hour, 14-minute period from Friday, 31 October 2008 at 18:45 UTC to Tuesday, 07 March 2023 at 01:00 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 : 4890
Unique Edges : 6646
Edges With Duplicates : 15456
Total Edges : 22102
Number of Edge Types : 9
Replies to : 1291
MentionsInReplyTo : 6598
Tweet : 187
MentionsInRetweet : 5666
Retweet : 2772
Quote : 341
Mentions : 3617
MentionsInQuote : 1346
MentionsInQuoteReply : 284
Self-Loops : 781
Reciprocated Vertex Pair Ratio : 0.0299486594409584
Reciprocated Edge Ratio : 0.0581556355580172
Connected Components : 26
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 4858
Maximum Edges in a Connected Component : 22057
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.07296
Graph Density : 0.000453126901884411
Modularity : 0.357963
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,890 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 06:21 UTC.
The tweets in the network were tweeted over the 5239-day, 6-hour, 14-minute period from Friday, 31 October 2008 at 18:45 UTC to Tuesday, 07 March 2023 at 01:00 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:
[256] ibmresearch,ibm [169] ibm,research [145] foundation,models [133] ibm,quantum [133] ai,models [130] quantum,computing [127] ibmresearch,ibmdata [124] ibm,ibmresearch [112] ibmresearch,re [110] charliecamp6ell,ibmresearch Top Word Pairs in Tweet in G1:
[182] ibmresearch,ibm [104] ibm,quantum [101] nationalgrid,bostondynamics [100] ibm,nationalgrid [93] ai,models [89] charliecamp6ell,ibmresearch [77] pleasure,host [76] quantum,industry [75] emerging,quantum [75] industry,impact Top Word Pairs in Tweet in G2:
[110] ibmresearch,ibmdata [75] elonmusk,ibmresearch [74] ibmdata,kleeirwin [74] barackobama,michelleobama [74] michelleobama,billclinton [74] defencehq,cb_doge [74] kleeirwin,teslaownerssv [74] billclinton,hillaryclinton [74] teslaownerssv,7newssydney [74] hillaryclinton,emmanuelmacron Top Word Pairs in Tweet in G3:
[34] protein,folding [33] quantumblog,ibmresearch [31] quantum,computing [31] team,published [30] #quantum,computers [28] ibmresearch,googleai [23] check,abstract [22] different,technologies [22] technologies,being [22] nature,different Top Word Pairs in Tweet in G4:
[38] ibmresearch,pytorch [36] raghuganti,ibmresearch [29] ibmresearch,re [25] ibm,research [22] mlstjournal,gt [22] acvaucher,teodorolaino [21] chemical,#reaction [21] looking,forward [21] downloads,'prediction [21] using,#deeplearning' Top Word Pairs in Tweet in G5:
[50] neurosymbolic,ai [48] workshop,neurosymbolic [38] ibmresearch,workshop [36] alex,gray [32] leading,ai [32] ai,alex [32] researchers,ibmresearch [32] many,leading [32] ai,researchers [32] join,many 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] northeastern,khourycollege [51] dakuowang,northeastern [23] stanfordhai,congratulations [21] nu_camd,spring [21] professor,khourycollege [21] joining,northeastern [21] truly,grateful Top Word Pairs in Tweet in G8:
[9] 30,million [7] ibmresearch,micromeritics [7] micromeritics,johnson_matthey [6] catalysis,research [6] enters,phase [6] #chemcatbio,consortium [6] energy,#chemcatbio [6] part,energy [6] hasurahq,cloudinary [6] consortium,enters Top Word Pairs in Tweet in G9:
[80] ibm,research [78] kenya,hiring [78] research,africa [77] software,internship [77] talented,people [77] lab,kenya [77] join,software [77] hiring,join [77] internship,work [77] amazing,talented Top Word Pairs in Tweet in G10:
[22] #ibm,#ibmq [22] #ibmq,#quantumcomputing [22] ibm,#researchers [22] #quantumcomputing,#quantumtechnology [22] #emergingtechnologies,ibm [22] #researchers,uniofoxford [22] #quantumtechnology,#emergingtechnologies [20] eli_krumova,#ibm [10] ale_curioni,ibmresearch [10] conceptual,foundation 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 G9:
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: