The graph represents a network of 1,010 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, 13 September 2022 at 05:15 UTC.
The requested start date was Tuesday, 13 September 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, 34-minute period from Tuesday, 30 August 2022 at 01:28 UTC to Monday, 12 September 2022 at 22:03 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 : 1010
Unique Edges : 1581
Edges With Duplicates : 2408
Total Edges : 3989
Number of Edge Types : 5
Retweet : 369
MentionsInRetweet : 1090
Mentions : 2291
Replies to : 199
Tweet : 40
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0284664830119376
Reciprocated Edge Ratio : 0.0553571428571429
Connected Components : 38
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 953
Maximum Edges in a Connected Component : 3930
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.025888
Graph Density : 0.00219803942733223
Modularity : 0.427874
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,010 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, 13 September 2022 at 05:15 UTC.
The requested start date was Tuesday, 13 September 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, 34-minute period from Tuesday, 30 August 2022 at 01:28 UTC to Monday, 12 September 2022 at 22:03 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:
[61] ibmresearch,popsci [61] popsci,charli_bing [59] ai,models [58] federated,learning [57] learning,topic [57] topic,rise [57] rise,ai [57] models,larger [57] larger,more [57] more,pervasive Top Word Pairs in Tweet in G1:
[61] ibmresearch,popsci [61] popsci,charli_bing [59] ai,models [58] federated,learning [57] learning,topic [57] topic,rise [57] rise,ai [57] models,larger [57] larger,more [57] more,pervasive Top Word Pairs in Tweet in G2:
[54] stephen_wolfram,mincienciasco [37] mincienciasco,petrogustavo [37] aabuitrago,stephen_wolfram [36] petrogustavo,agaviriau [34] agaviriau,cancille [31] anothermuses,brand_stupid [30] regular341,anothermuses [29] test49205180,test66660353954 [28] test66660353954,regular341 [25] cancille,larrypage_1 Top Word Pairs in Tweet in G3:
[44] #fantasyfootball,season [43] 2022,#fantasyfootball [41] thanks,ibmresearch [40] ibmresearch,understand [40] understand,#ai [40] #ai,help [40] help,win [37] elimanning,2022 [32] season,ˆ [32] ˆ,thanks Top Word Pairs in Tweet in G4:
[10] gt,19 [10] 19,000 [10] 000,downloads [10] downloads,'prediction [10] 'prediction,chemical [10] chemical,#reaction [10] #reaction,yields [10] yields,using [10] using,#deeplearning' [10] #deeplearning',pschwllr Top Word Pairs in Tweet in G5:
[7] ibmwatson,ibmresearch [4] ibmdata,ibmcloud [4] enquest_,manipalblog [4] manipalblog,ibmwatson [4] ibmresearch,ibmdeveloper [4] ibmdeveloper,ibmcloud [4] ibmcloud,ibmnews [4] ibmnews,ibmdesign [3] ibmresearch,ibmiot [3] ibmdesign,kyndryl Top Word Pairs in Tweet in G6:
[2] ibmdata,ibmresearch Top Word Pairs in Tweet in G7:
[31] paul,steinhardt [31] steinhardt,princetonphys [31] princetonphys,recalls [31] recalls,feynman [31] feynman,caltech [31] caltech,gauge [31] gauge,theory [31] theory,harvardphysics [31] harvardphysics,postdoc [31] postdoc,ibmresearch Top Word Pairs in Tweet in G8:
[15] kavericamire,johnmario87 [12] joebiden,drbiden [11] ginnirometty,arvindkrishna [9] johnmario87,voguemagazine [9] harrietgreen1,ibmresearch [8] arvindkrishna,harrietgreen1 [8] ibmresearch,bradleypitt37 [7] bradleypitt37,angelinajolieph [7] angelinajolieph,shijoliepitt [6] barackobama,michelleobama Top Word Pairs in Tweet in G9:
[11] ibmresearch,googleai [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 G10:
[5] project,management [3] prashantkishor,billgates [3] billgates,googlestudents [3] meta,ibmresearch [3] ibmresearch,cisco [3] cisco,tesla [3] tesla,elonmusk [3] agile,project [2] googlestudents,meta [2] tcs,tatacompanies 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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