The graph represents a network of 4,805 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5218-day, 6-hour, 9-minute period from Friday, 31 October 2008 at 18:45 UTC to Tuesday, 14 February 2023 at 00:55 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 : 4805
Unique Edges : 6823
Edges With Duplicates : 15825
Total Edges : 22648
Number of Edge Types : 9
Replies to : 1320
MentionsInReplyTo : 8102
Retweet : 2790
MentionsInRetweet : 5557
Tweet : 167
Mentions : 2859
MentionsInQuote : 1213
Quote : 353
MentionsInQuoteReply : 287
Self-Loops : 696
Reciprocated Vertex Pair Ratio : 0.0277225934621636
Reciprocated Edge Ratio : 0.0539495650645813
Connected Components : 22
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 4781
Maximum Edges in a Connected Component : 22613
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.998851
Graph Density : 0.000493042131903608
Modularity : 0.366493
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,805 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5218-day, 6-hour, 9-minute period from Friday, 31 October 2008 at 18:45 UTC to Tuesday, 14 February 2023 at 00:55 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:
[373] ibm,quantum [264] ibmresearch,ibm [212] 433,qubit [191] quantum,processor [185] qubit,ibm [184] system,two [184] osprey,chip [184] quantum,osprey [183] check,433 [179] largest,quantum Top Word Pairs in Tweet in G1:
[238] ibm,quantum [165] ibmresearch,ibm [157] 433,qubit [147] quantum,processor [146] quantum,osprey [146] qubit,ibm [146] processor,date [146] largest,quantum [145] chip,largest [145] osprey,chip Top Word Pairs in Tweet in G2:
[122] ibm,quantum [104] charliecamp6ell,ibmresearch [102] ibmresearch,re [98] pleasure,host [92] quantum,industry [91] emerging,quantum [91] industry,impact [91] talk,emerging [91] ibmresearch,talk [91] host,charliecamp6ell Top Word Pairs in Tweet in G3:
[169] ibmresearch,ibmdata [143] elonmusk,ibmresearch [142] teslaownerssv,7newssydney [142] barackobama,michelleobama [142] hillaryclinton,emmanuelmacron [142] billclinton,hillaryclinton [142] ibmdata,kleeirwin [142] 7newssydney,afresearchlab [142] michelleobama,billclinton [142] billgates,elonmusk Top Word Pairs in Tweet in G4:
[34] protein,folding [27] ibmresearch,googleai [27] quantum,computing [22] quantinuumqc,ibmresearch [19] world,records [17] digitized,counterdiabatic [16] counterdiabatic,quantum [14] classiqtech,covalentxyz [14] awscloud,bdc_ca [14] atom_computing,awscloud Top Word Pairs in Tweet in G5:
[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 G6:
[55] stephen_wolfram,mincienciasco [48] regular341,anothermuses [46] anothermuses,brand_stupid [45] test66660353954,regular341 [44] test49205180,test66660353954 [40] anotherstupidor,test49205180 [33] mincienciasco,pe [27] aabuitrago,stephen_wolfram [23] brand_stupid,aabuitrago [23] aabuitrago,anotherstupidor Top Word Pairs in Tweet in G7:
[86] ibm,research [85] research,africa [78] software,internship [78] talented,people [78] lab,kenya [78] kenya,hiring [78] join,software [78] hiring,join [78] internship,work [78] amazing,talented Top Word Pairs in Tweet in G8:
[73] khourycollege,nu_camd [53] ibmresearch,stanfordhai [52] nu_camd,ibmresearch [51] dakuowang,northeastern [51] northeastern,khourycollege [23] stanfordhai,congratulations [22] 2023,truly [22] joining,northeastern [22] northeastern,associate [22] professor,khourycollege Top Word Pairs in Tweet in G9:
[10] ibmresearch,salesforce [8] cloudinary,ibmresearch [8] salesforce,jfrog [8] allthingsopen,oracle [8] mishmanners,hasurahq [8] mlhacks,allthingsopen [8] hasurahq,cloudinary [8] jfrog,mlhacks [8] oracle,influxdb [7] influxdb,penpotapp Top Word Pairs in Tweet in G10:
[4] nasa_nas,expertincluded [4] expertincluded,hpcwire [3] brightcomputing,act_cluster [3] ibmresearch,nasa [3] area,network [2] amd,ibmresearch [2] ibmresearch,expertincluded [2] hpcwire,redbullracing [2] ericbreckenfeld,adi_news [2] fujitsuhpc,atos 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: