The graph represents a network of 1,476 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, 29 June 2021 at 05:00 UTC.
The requested start date was Tuesday, 29 June 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, 48-minute period from Tuesday, 15 June 2021 at 00:28 UTC to Monday, 28 June 2021 at 23:16 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 : 1476
Unique Edges : 2156
Edges With Duplicates : 3547
Total Edges : 5703
Number of Edge Types : 5
Replies to : 224
Mentions : 2172
MentionsInRetweet : 2284
Retweet : 965
Tweet : 58
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0353874313605857
Reciprocated Edge Ratio : 0.0683559222156747
Connected Components : 22
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1448
Maximum Edges in a Connected Component : 5653
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.996769
Graph Density : 0.00155895457259657
Modularity : 0.418978
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,476 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, 29 June 2021 at 05:00 UTC.
The requested start date was Tuesday, 29 June 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, 48-minute period from Tuesday, 15 June 2021 at 00:28 UTC to Monday, 28 June 2021 at 23:16 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:
[168] ibm,quantum [123] angela,merkel [121] chancellor,angela [106] big,step [106] step,forward [106] unveil,first [105] ibmresearch,today [105] merkel,arvindkrishna [104] today,marks [104] marks,big Top Word Pairs in Tweet in G1:
[71] hartree,national [71] national,centre [71] centre,digital [71] digital,innovation [71] innovation,ibmresearch [71] ibmresearch,support [71] support,uk [71] uk,industry [71] industry,explore [71] explore,adopt Top Word Pairs in Tweet in G2:
[70] ibm,founded [58] birthday,ibm [57] happy,birthday [57] ibm,june [57] june,16 [57] 16,1911 [57] 1911,ibm [57] founded,knappily [57] knappily,#machinelearning [57] #machinelearning,#100daysofcode Top Word Pairs in Tweet in G3:
[135] ibm,quantum [108] angela,merkel [107] chancellor,angela [95] unveil,first [95] merkel,arvindkrishna [94] ibmresearch,today [94] today,marks [94] marks,big [94] big,step [94] step,forward Top Word Pairs in Tweet in G4:
[30] dariogila,ibmresearch [21] live,#sixfivesummit [20] #sixfivesummit,recently [20] recently,pleasure [20] pleasure,speak [20] speak,brilliant [20] brilliant,dariogila [20] ibmresearch,#think2021 [19] ibm,research [19] sallyeaves,live Top Word Pairs in Tweet in G5:
[3] excellent,speaker [3] speaker,lineup [3] lineup,ibmresearch [3] ibmresearch,advaopticalnews [3] advaopticalnews,belllabs [3] belllabs,infinera [3] infinera,deutschetelekom [3] deutschetelekom,huawei [3] huawei,epoorg [2] behnamshariati,excellent Top Word Pairs in Tweet in G7:
[6] ucd_research,thepillardublin [6] thepillardublin,chemistryrcsi [6] chemistryrcsi,ibmresearch [6] ibmresearch,matersurgery [6] matersurgery,disruptiveei [6] disruptiveei,juliomayol [5] matersurgery,ucd_research [4] comsoc,pakscicomm [4] pakscicomm,ucddublin [4] ucddublin,tcddublin Top Word Pairs in Tweet in G8:
[10] panelists,yiwen [10] yiwen,chu [9] save,date [9] date,22 [9] 22,june [9] june,nccr_qsit [9] nccr_qsit,holds [9] holds,panel [9] panel,future [9] future,'quantum' Top Word Pairs in Tweet in G9:
[7] another,milestone [7] milestone,'prediction [7] 'prediction,chemical [7] chemical,reaction [7] reaction,yields [7] yields,using [7] using,#deeplearning' [7] #deeplearning',pschwllr [7] pschwllr,acvaucher [7] acvaucher,teodorolaino Top Word Pairs in Tweet in G10:
[24] turnchapel,ai_mayflower [16] ai_mayflower,pleasure [16] pleasure,homeport [16] homeport,mas [16] mas,artiehas7legs [16] artiehas7legs,witness [16] witness,incredible [16] incredible,development [12] marine_ai1,ibmresearch [11] ai_mayflower,artiehas7legs 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 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: