The graph represents a network of 938 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, 31 May 2022 at 05:15 UTC.
The requested start date was Tuesday, 31 May 2022 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, 20-hour, 52-minute period from Tuesday, 17 May 2022 at 00:57 UTC to Monday, 30 May 2022 at 21:50 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 : 938
Unique Edges : 1387
Edges With Duplicates : 1664
Total Edges : 3051
Number of Edge Types : 5
Tweet : 25
Retweet : 408
MentionsInRetweet : 947
Mentions : 1515
Replies to : 156
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0477980665950591
Reciprocated Edge Ratio : 0.0912352639671963
Connected Components : 15
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 920
Maximum Edges in a Connected Component : 3029
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.256849
Graph Density : 0.00221980507585567
Modularity : 0.480659
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 938 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, 31 May 2022 at 05:15 UTC.
The requested start date was Tuesday, 31 May 2022 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, 20-hour, 52-minute period from Tuesday, 17 May 2022 at 00:57 UTC to Monday, 30 May 2022 at 21:50 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:
[77] ibm,research [69] quantum,computing [61] check,ibm [61] research,helped [61] helped,3rd [61] 3rd,reich [61] reich,more [61] more,efficient [61] efficient,genocide [61] genocide,ve Top Word Pairs in Tweet in G1:
[45] quantum,computing [44] ai,quantum [44] computing,hybrid [44] hybrid,cloud [43] combining,ai [43] cloud,ways [43] ways,potential [43] potential,help [43] help,discover [43] discover,materials Top Word Pairs in Tweet in G2:
[30] ibmresearch,zurich [29] team,ibmresearch [28] master,student [28] student,fancy [28] fancy,thesis [28] thesis,digital [28] digital,chemistry [28] chemistry,applied [28] applied,catalysis [28] catalysis,team Top Word Pairs in Tweet in G3:
[14] quantum,computing [13] pregiudizi,dell [13] dell,intelligenza [13] intelligenza,artificiale [13] artificiale,inclusione [13] inclusione,nei [13] nei,team [13] team,dell [13] dell,mestieri [13] mestieri,futuro Top Word Pairs in Tweet in G4:
[59] check,ibm [59] ibm,research [59] research,helped [59] helped,3rd [59] 3rd,reich [59] reich,more [59] more,efficient [59] efficient,genocide [59] genocide,ve [59] ve,doing Top Word Pairs in Tweet in G5:
[8] voguemagazine,ginnirometty [8] bradleypitt37,arvindkrishna [7] ginnirometty,arvindkrishna [7] ginnirometty,ibmresearch [6] terriirwin,dr_jane_goodall [6] kavericamire,johnmario87 [6] johnmario87,voguemagazine [6] johnmario87,kavericamire [5] brad,pitt [5] arvindkrishna,harrietgreen1 Top Word Pairs in Tweet in G6:
[3] skin,natural [2] computational,scientists [2] scientists,stfc_matters [2] stfc_matters,unilever [2] unilever,ibmresearch [2] ibmresearch,found [2] found,vitamin [2] vitamin,b3 [2] b3,used [2] used,boost Top Word Pairs in Tweet in G7:
[4] msftresearch,qiskit [3] qiskit,community [3] garymarcus,avilagarcez [3] avilagarcez,jeublanc [3] jeublanc,pascalhitzler [3] pascalhitzler,melleo54sis [3] relationalai,robustai [3] robustai,ibmresearch [3] qiskit,awscloud [3] awscloud,insiderphd Top Word Pairs in Tweet in G8:
[11] ibm,ibmresearch [10] samsung,amd [10] amd,arm [10] arm,qualcomm [10] qualcomm,dell [10] dell,nvidia [10] nvidia,nvidiageforce [10] nvidiageforce,asus [10] asus,microsoft [10] microsoft,windowsinsider Top Word Pairs in Tweet in G9:
[9] getting,ready [9] ready,materdublin [9] materdublin,#hospitallive [9] #hospitallive,rteone [9] rteone,broadcast [9] broadcast,evening [9] evening,between [9] between,ucd_research [9] ucd_research,ucddublin [8] matersurgery,getting Top Word Pairs in Tweet in G10:
[5] world,run [5] run,problems [5] problems,solve [5] solve,special [5] special,kind [5] kind,superpower [5] superpower,solving [4] joemcgonegal,world [4] solving,ibmresear [3] congratulations,dariogila Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: