The graph represents a network of 948 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, 26 October 2021 at 05:08 UTC.
The requested start date was Tuesday, 26 October 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, 20-hour, 42-minute period from Tuesday, 12 October 2021 at 02:11 UTC to Monday, 25 October 2021 at 22:54 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 : 948
Unique Edges : 1321
Edges With Duplicates : 2689
Total Edges : 4010
Number of Edge Types : 5
Retweet : 553
MentionsInRetweet : 1503
Mentions : 1792
Replies to : 133
Tweet : 29
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.061105722599418
Reciprocated Edge Ratio : 0.115173674588665
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 937
Maximum Edges in a Connected Component : 3989
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.010333
Graph Density : 0.00243718783277416
Modularity : 0.39042
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 948 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, 26 October 2021 at 05:08 UTC.
The requested start date was Tuesday, 26 October 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, 20-hour, 42-minute period from Tuesday, 12 October 2021 at 02:11 UTC to Monday, 25 October 2021 at 22:54 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:
[119] gerald_bader,ravidugh [115] ragusosergio,gerald_bader [91] common,sense [83] #ai,ibmresearch [82] evaluating,common [82] sense,#ai [82] ibmresearch,#artificialintelligence [82] #artificialintelligence,ragusosergio [70] yunyao_li,ibmresearch [61] ibmresearch,hiring Top Word Pairs in Tweet in G1:
[70] yunyao_li,ibmresearch [61] ibmresearch,hiring [61] hiring,interns [61] interns,levels [61] levels,apply [61] apply,directly [61] directly,undergraduate [61] undergraduate,masters [25] latest,#tech [25] #tech,deep Top Word Pairs in Tweet in G2:
[42] ibm,ibmresearch [27] environmental,intelligence [27] intelligence,suite [23] #accelerateddiscovery,ibm [22] teodorolaino,#accelerateddiscovery [18] director,ibmresearch [17] powered,innovations [17] innovations,#ibmresearch [17] #ibmresearch,ibm [17] ibm,unveiled Top Word Pairs in Tweet in G3:
[9] ibmwatson,ibmresearch [9] ibm,ibmcloud [8] channel,drive [8] drive,ibm [8] ibmcloud,ibmdeveloper [8] ibmdeveloper,ibmwatson [8] ibmresearch,ibmdata [5] ibmdata,ibmresearch [5] ibmdata,ibmnews [5] ibmnews,ibmiot Top Word Pairs in Tweet in G4:
[117] gerald_bader,ravidugh [113] ragusosergio,gerald_bader [82] common,sense [80] evaluating,common [80] sense,#ai [80] #ai,ibmresearch [80] ibmresearch,#artificialintelligence [80] #artificialintelligence,ragusosergio [57] ashoknellikar,evaluating [55] ravidugh,analytics Top Word Pairs in Tweet in G5:
[8] ginnirometty,ibmresearch [6] arvindkrishna,ginnirometty [5] bindiirwin,kavericamire [5] kavericamire,arvindkrishna [4] voguemagazine,burncard53 [4] ibmresearch,bradleypitt37 [4] bradleypitt37,terriirwin [3] ginnirometty,arvindkrishna [3] robertirwin,voguemagazine [3] burncard53,bindiirwin Top Word Pairs in Tweet in G6:
[2] aws,ibmresearch [2] scalibbdp,samsung [2] samsung,amd [2] amd,arm [2] arm,qualcomm [2] qualcomm,dell [2] dell,nvidia [2] nvidia,nvidiageforce [2] nvidiageforce,intel [2] intel,asus Top Word Pairs in Tweet in G7:
[11] boltoncollege's,#firstpass [10] following,video [10] video,part [10] part,series [10] series,onboarding [10] onboarding,videos [10] videos,boltoncollege's [10] #firstpass,service [10] service,synthesiaio [9] aftab_hussain,following Top Word Pairs in Tweet in G8:
[4] talking,session [4] session,david [4] david,divincenzo [4] divincenzo,one [4] one,criteria [4] criteria,jonasbylander2 [4] jonasbylander2,scqubits [4] scqubits,johuvabohu [3] andreasateth,talking [3] johuvabohu,ma Top Word Pairs in Tweet in G9:
[4] looking,forward [4] forward,nov [4] nov,3rd [4] 3rd,#ibm [4] #ibm,celebrates [4] celebrates,10 [4] 10,yrs [4] yrs,ibmresearch [4] ibmresearch,laboratory [4] laboratory,dublin Top Word Pairs in Tweet in G10:
[3] junqi96952427,pinyuchentw [3] pinyuchentw,ibmresearch [2] 15,min [2] giving,research [2] research,talk [2] talk,reprogramming [2] reprogramming,large [2] large,models [2] models,limited [2] limited,resources 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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