The graph represents a network of 862 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, 23 August 2022 at 05:15 UTC.
The requested start date was Tuesday, 23 August 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, 22-hour, 0-minute period from Tuesday, 09 August 2022 at 01:04 UTC to Monday, 22 August 2022 at 23:04 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 : 862
Unique Edges : 1017
Edges With Duplicates : 1504
Total Edges : 2521
Number of Edge Types : 5
Retweet : 285
MentionsInRetweet : 678
Mentions : 1392
Tweet : 24
Replies to : 142
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0374220374220374
Reciprocated Edge Ratio : 0.0721442885771543
Connected Components : 14
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 846
Maximum Edges in a Connected Component : 2500
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.226988
Graph Density : 0.00201702547353614
Modularity : 0.449695
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 862 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, 23 August 2022 at 05:15 UTC.
The requested start date was Tuesday, 23 August 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, 22-hour, 0-minute period from Tuesday, 09 August 2022 at 01:04 UTC to Monday, 22 August 2022 at 23:04 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:
[28] increasingly,digital [28] digital,infusion [28] ll,see [28] see,accelerated [25] #futureofwork,increasingly [25] infusion,#ai [25] #ai,#automation [25] #automation,ll [24] haroldsinnott,#futureofwork [24] accelerated,ado Top Word Pairs in Tweet in G1:
[13] ibmresearch,team [13] team,published [10] accelerated,discovery [10] ibmresearch,zurich [10] quantumblog,ibmresearch [10] debraleehein,ibmresearch [9] albany,nanotech [9] excited,#acsfall2022 [9] #acsfall2022,contributions [9] contributions,accelerated Top Word Pairs in Tweet in G2:
[22] #chipsact,special [22] sixfivepodcast,road [22] road,albany [15] last,week [14] special,last [14] week,patrickmoorhead [14] patrickmoorhead,took [14] took,sixfivepodcast [14] albany,sat [14] sat,down Top Word Pairs in Tweet in G3:
[5] ibmdata,forbes [5] forbes,interviews [5] interviews,nick [5] nick,fuller [5] fuller,master [5] master,inventor [5] inventor,vp [5] vp,distributed [5] distributed,cloud [5] cloud,ibmresearch Top Word Pairs in Tweet in G4:
[6] google,facebook [6] facebook,ibmresearch [5] ibmresearch,airbus [5] airbus,boeing [4] sundarpichai,google [4] bbc,cnn [4] cnn,time [4] rajatsharmalive,sudhirchaudhary [3] spacex,elonmusk [3] elonmusk,space_station Top Word Pairs in Tweet in G5:
[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 [10] windowsinsider,ibm Top Word Pairs in Tweet in G6:
[11] foundation,models [10] discover,foundation [10] models,game [10] game,changer [10] changer,#ai [10] #ai,redhat [10] redhat,cto [10] cto,kernelcdub [10] kernelcdub,ibmresearch [10] ibmresearch,vp Top Word Pairs in Tweet in G7:
[2] kccaug,euinug [2] euinug,kccaed [2] kccaed,kccaspox [2] kccaspox,kiiramotors [2] kiiramotors,makcedat [2] makcedat,uipe_uganda [2] uipe_uganda,ibmresearch [2] ibmresearch,ameliaakyamb [2] ameliaakyamb,ncheuganda [2] ncheuganda,asesomalieng Top Word Pairs in Tweet in G8:
[9] ginnirometty,arvindkrishna [8] kavericamire,johnmario87 [6] arvindkrishna,harrietgreen1 [5] youtube,kavericamire [5] voguemagazine,ginnirometty [4] willow_bay,drbiden [4] bradleypitt37,shijoliepitt [4] arvindkrishna,ginnirometty [3] lewis,capaldi [3] capaldi,before Top Word Pairs in Tweet in G9:
[25] #futureofwork,increasingly [25] increasingly,digital [25] digital,infusion [25] infusion,#ai [25] #ai,#automation [25] #automation,ll [25] ll,see [25] see,accelerated [24] haroldsinnott,#futureofwork [24] accelerated,ado Top Word Pairs in Tweet in G10:
[20] applications,big [20] big,data [20] data,africa [20] africa,school [20] school,2023 [20] 2023,being [20] being,accepted [20] accepted,students [20] students,work [20] work,life 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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