The graph represents a network of 1,220 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 August 2021 at 05:06 UTC.
The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 0-minute period from Tuesday, 20 July 2021 at 00:53 UTC to Monday, 02 August 2021 at 22:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1220
Unique Edges : 1678
Edges With Duplicates : 2764
Total Edges : 4442
Number of Edge Types : 5
Replies to : 157
Retweet : 676
MentionsInRetweet : 1609
Mentions : 1935
Tweet : 65
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0202646815550041
Reciprocated Edge Ratio : 0.0397243615727604
Connected Components : 29
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1177
Maximum Edges in a Connected Component : 4373
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.080701
Graph Density : 0.00165884425557095
Modularity : 0.415258
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,220 Twitter users whose tweets in the requested range contained "ibmresearch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 August 2021 at 05:06 UTC.
The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 0-minute period from Tuesday, 20 July 2021 at 00:53 UTC to Monday, 02 August 2021 at 22:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[78] starting,today [78] today,japan [78] japan,best [78] best,brightest [78] brightest,researchers [78] researchers,special [78] special,access [78] access,world's [78] world's,best [78] best,commercially Top Word Pairs in Tweet in G1:
[59] starting,today [59] today,japan [59] japan,best [59] best,brightest [59] brightest,researchers [59] researchers,special [59] special,access [59] access,world's [59] world's,best [59] best,commercially Top Word Pairs in Tweet in G2:
[48] ibm's,quantum [42] ibmresearch,results [42] results,cern [42] cern,newest [42] newest,ibm's [42] quantum,hubs [42] hubs,hint [42] hint,near [42] near,term [42] term,quantum Top Word Pairs in Tweet in G3:
[2] ingrahamangle,nytimes [2] nytimes,washingtonpost [2] washingtonpost,cnn [2] cnn,abc [2] abc,nbcnews [2] nbcnews,semashow [2] semashow,motortrendtv [2] motortrendtv,mariasharapova [2] mariasharapova,wuhanopentennis [2] ibmresearch,#factcheck Top Word Pairs in Tweet in G4:
[9] self,charging [9] charging,batteries [9] batteries,90 [9] 90,efficiency [9] efficiency,converting [9] converting,light [9] surface,waves [9] waves,graphene [9] graphene,harnessing [9] harnessing,quantum Top Word Pairs in Tweet in G5:
[12] exciting,partnership [12] partnership,thiemechemistry [12] thiemechemistry,together [12] together,exploring [12] exploring,machine [12] machine,learning [12] learning,models [12] models,chemical [11] jannisborn,teodorolaino [11] teodorolaino,mariarocompbio Top Word Pairs in Tweet in G6:
[42] fairness,ai [41] evaluate,fairness [41] ai,models [41] models,explore [41] explore,ibmresearch [41] ibmresearch,developed [41] developed,software [41] software,capable [41] capable,verifying [41] verifying,fairness Top Word Pairs in Tweet in G7:
[42] #humanenhancement,orgfutures [42] orgfutures,peopleunlimitd [42] peopleunlimitd,lifeboathq [42] lifeboathq,#singularity [42] #singularity,singularityu [42] singularityu,elonmusk [42] elonmusk,neohumanitas [42] neohumanitas,ibmresearch [41] cebodan1el,#humanenhancement Top Word Pairs in Tweet in G8:
[29] ginnirometty,arvindkrishna [17] robertirwin,bindiirwin [17] michelleobama,kamalaharris [16] bradleypitt37,leodicaprio [16] kamalaharris,omagazinesa [15] voguemagazine,terriirwin [14] ibmresearch,voguemagazine [14] ibmresearch,ginnirometty [13] kavericamire,ibmresearch [13] angelinajolieph,beyonce Top Word Pairs in Tweet in G9:
[7] glad,host [7] host,give [7] give,talk [7] talk,ijcaiconf [7] ijcaiconf,tutorial [7] tutorial,17 [7] 17,quantum [7] quantum,nns [7] nns,speech [7] speech,nlp Top Word Pairs in Tweet in G10:
[8] scalibbdp,samsung [8] samsung,amd [8] amd,arm [8] arm,qualcomm [8] qualcomm,dell [8] dell,nvidia [8] nvidia,nvidiageforce [8] nvidiageforce,intel [8] intel,asus [8] asus,microsoft 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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