The graph represents a network of 702 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, 07 June 2022 at 05:15 UTC.
The requested start date was Tuesday, 07 June 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, 21-hour, 14-minute period from Tuesday, 24 May 2022 at 00:50 UTC to Monday, 06 June 2022 at 22:04 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 : 702
Unique Edges : 895
Edges With Duplicates : 1241
Total Edges : 2136
Number of Edge Types : 5
Replies to : 145
Mentions : 1071
MentionsInRetweet : 633
Retweet : 251
Tweet : 36
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0339384372533544
Reciprocated Edge Ratio : 0.0656488549618321
Connected Components : 19
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 681
Maximum Edges in a Connected Component : 2112
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.176976
Graph Density : 0.00266204973765601
Modularity : 0.466029
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 702 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, 07 June 2022 at 05:15 UTC.
The requested start date was Tuesday, 07 June 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, 21-hour, 14-minute period from Tuesday, 24 May 2022 at 00:50 UTC to Monday, 06 June 2022 at 22:04 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:
[52] ibmresearch,voxdotcom [40] ãƒ,ム[28] ibm,ibmdata [28] ibmdata,ibmcloud [26] memetowers,ibm [25] quantum,computing [25] markmartori,ibmresearch [24] ibm,quantum [22] machine,learning [21] congratulations,memeverse Top Word Pairs in Tweet in G1:
[52] ibmresearch,voxdotcom [14] quantum,computing [14] unexpectedly,internship [14] internship,position [14] position,ibmresearch [14] ibmresearch,apply [14] apply,ml [14] ml,pipeline [14] pipeline,personalized [14] personalized,models Top Word Pairs in Tweet in G2:
[28] ibm,ibmdata [28] ibmdata,ibmcloud [26] memetowers,ibm [21] congratulations,memeverse [20] memeverse,team [20] team,✠[20] âœ,issued [20] issued,ibm [20] ibmcloud,ibmresearch [11] ibm,spss Top Word Pairs in Tweet in G3:
[25] markmartori,ibmresearch [13] extremely,happy [13] happy,share [13] share,outcome [13] outcome,master's [13] master's,thesis [13] thesis,under [13] under,supervision [13] supervision,skepteis [12] very,happy Top Word Pairs in Tweet in G4:
[7] ibm,ibmresearch [6] samsung,amd [6] amd,arm [6] arm,qualcomm [6] qualcomm,dell [6] dell,nvidia [6] nvidia,nvidiageforce [6] nvidiageforce,asus [6] asus,microsoft [6] microsoft,windowsinsider Top Word Pairs in Tweet in G5:
[5] world,run [5] run,problems [5] problems,solve [5] solve,special [5] special,kind [5] kind,superpower [5] superpower,solving [4] ibm,quantum [4] joemcgonegal,world [4] solving,ibmresear Top Word Pairs in Tweet in G6:
[3] ibmresearch,ischpc [3] ischpc,isctalk [2] theme,cars [2] cars,1962 [2] 1962,youtube [2] youtube,žðÿž [2] žðÿž,ibmresearch [2] isctalk,hpe_cray [2] hpe_cray,atos [2] nasa_supercomp,expertincluded Top Word Pairs in Tweet in G7:
[3] #5gzorro,techtalk#4 [3] techtalk#4,enabling [3] enabling,data [3] data,driven [3] driven,automation [3] automation,5g [3] 5g,beyond [3] beyond,speakers [3] speakers,ibmresearch [3] ibmresearch,wings_ict Top Word Pairs in Tweet in G8:
[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 G9:
[4] better,diversity [4] diversity,factuality [4] factuality,data2text [4] data2text,generation [4] generation,turns [4] turns,check [3] garymarcus,avilagarcez [3] avilagarcez,jeublanc [3] jeublanc,pascalhitzler [3] pascalhitzler,melleo54sis Top Word Pairs in Tweet in G10:
[8] ibm,quantum [7] quantum,building [7] building,quantum [7] quantum,community [7] community,linkedin [7] linkedin,check [7] check,sure [7] sure,give [7] give,follow [6] qiskit,ibm 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 G7:
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: