The graph represents a network of 4,612 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5190-day, 3-hour, 26-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 16 January 2023 at 22:12 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 : 4612
Unique Edges : 5456
Edges With Duplicates : 12904
Total Edges : 18360
Number of Edge Types : 9
Replies to : 1100
MentionsInReplyTo : 4422
Tweet : 128
MentionsInRetweet : 5345
Retweet : 2972
Mentions : 2717
Quote : 379
MentionsInQuote : 1029
MentionsInQuoteReply : 268
Self-Loops : 559
Reciprocated Vertex Pair Ratio : 0.0292682926829268
Reciprocated Edge Ratio : 0.0568720379146919
Connected Components : 18
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 4588
Maximum Edges in a Connected Component : 18329
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.878912
Graph Density : 0.000446488778389774
Modularity : 0.36413
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,612 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:20 UTC.
The tweets in the network were tweeted over the 5190-day, 3-hour, 26-minute period from Friday, 31 October 2008 at 18:45 UTC to Monday, 16 January 2023 at 22:12 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:
[759] ibm,quantum [445] 433,qubit [403] quantum,processor [384] qubit,ibm [383] quantum,osprey [382] osprey,chip [381] check,433 [374] largest,quantum [370] processor,date [368] chip,largest Top Word Pairs in Tweet in G1:
[437] ibm,quantum [310] 433,qubit [293] quantum,processor [292] quantum,osprey [292] qubit,ibm [292] processor,date [292] largest,quantum [291] chip,largest [291] osprey,chip [291] deliver,check Top Word Pairs in Tweet in G2:
[260] ibm,quantum [103] summit,2022 [100] quantum,computing [94] dariogila,ibm [89] quantum,summit [89] system,two [88] ibmresearch,ibm [87] quantum,processor [84] ibmresearch,next [82] 433,qubit Top Word Pairs in Tweet in G3:
[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 [26] ibm,ibmresearch [23] brand_stupid,aabuitrago Top Word Pairs in Tweet in G4:
[36] protein,folding [33] team,published [30] quantumblog,ibmresearch [29] 433,qubit [28] ibmresearch,googleai [28] ibm,quantum [25] quantum,computing [23] check,abstract [22] quantinuumqc,ibmresearch [20] world,records Top Word Pairs in Tweet in G5:
[103] ibmresearch,ibm [100] ibm,nationalgrid [100] nationalgrid,bostondynamics [61] ibmresearch,zdnet [27] ibmresearch,popsci [11] extreme,weather [8] advertising,twitter [7] fedoner,ibmresearch [6] more,frequently [5] norvixmachinae,ibmresearch Top Word Pairs in Tweet in G6:
[9] ginnirometty,voguemagazine [7] voguemagazine,arvindkrishna [7] ibmresearch,bradley_pit [6] bradley_pit,deepikapadukone [6] johnmario87,winsletlately [6] leodicaprio,ginnirometty [6] kavericamire,johnmario87 [6] harrietgreen1,ibmresearch [6] winsletlately,leodicaprio [6] arvindkrishna,harrietgreen1 Top Word Pairs in Tweet in G7:
[34] needs,more [34] cto,petervandermad3 [34] more,hints [34] petervandermad3,discusses [34] efficiently,brainchip_inc [34] #edgeai,needs [34] #ai,ubiquitous [34] hints,efficiently [34] brainchip_inc,cto [34] ubiquitous,#edgeai Top Word Pairs in Tweet in G8:
[6] ibm,quantum [4] hpcgarage,ibmresearch [4] act_cluster,brightcomputing [4] quantum,summit [4] expertincluded,hpcgarage [3] computer,chips [3] video,youtube [3] progress,quantum [3] centric,supercomputing [3] osprey,flies Top Word Pairs in Tweet in G9:
[25] ibmsports,elimanning [25] project,wisdom [17] redhat,ibmresearch [15] project,create [15] create,intelligent [15] intelligent,natural [15] break,down [15] wisdom,#redhat [15] #redhat,ibmresearch [15] ibmresearch,first Top Word Pairs in Tweet in G10:
[9] 30,million [7] micromeritics,johnson_matthey [7] ibmresearch,micromeritics [6] #chemcatbio,consortium [6] phase,catalysis [6] consortium,enters [6] energy,#chemcatbio [6] catalysis,research [6] research,30 [6] enters,phase Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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