The graph represents a network of 902 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 December 2022 at 06:15 UTC.
The requested start date was Tuesday, 13 December 2022 at 01:01 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, 23-hour, 42-minute period from Tuesday, 29 November 2022 at 01:07 UTC to Tuesday, 13 December 2022 at 00:49 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 : 902
Unique Edges : 1164
Edges With Duplicates : 1216
Total Edges : 2380
Number of Edge Types : 5
Replies to : 240
Mentions : 1233
Retweet : 307
MentionsInRetweet : 560
Tweet : 40
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0232120451693852
Reciprocated Edge Ratio : 0.0453709380748007
Connected Components : 38
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 858
Maximum Edges in a Connected Component : 2336
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.971337
Graph Density : 0.00200688567273121
Modularity : 0.499931
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 902 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 December 2022 at 06:15 UTC.
The requested start date was Tuesday, 13 December 2022 at 01:01 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, 23-hour, 42-minute period from Tuesday, 29 November 2022 at 01:07 UTC to Tuesday, 13 December 2022 at 00:49 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:
[54] ibmresearch,ibm [50] ibmresearch,zdnet [48] nationalgrid,bostondynamics [47] ibm,nationalgrid [43] ai,models [42] research,ibm [42] typically,needed [42] custom,high [42] ve,typically [42] hardware,research Top Word Pairs in Tweet in G1:
[45] ibmresearch,zdnet [42] ai,models [41] hardware,research [41] run,massive [41] networking,hardware [41] custom,high [41] ve,typically [41] end,networking [41] massive,ai [41] high,end Top Word Pairs in Tweet in G2:
[49] ibmresearch,ibm [47] nationalgrid,bostondynamics [47] ibm,nationalgrid [33] world,remains [33] remains,one [33] #innovation,matters [33] business,delivering [33] years,business [33] delivering,#innovation [33] 111,years Top Word Pairs in Tweet in G3:
[12] ibm,ibmresearch [8] ibmresearch,google [5] peterdutton_mp,senatorwong [5] asdgovau,nsagov [5] senatorwong,marisepayne [5] cia,jpn_pmo [5] nsagov,nsacyber [5] google,tesla [5] marisepayne,asiogovau [5] nsacyber,cia Top Word Pairs in Tweet in G4:
[11] neuripsconf,2022 [10] work,ibmresearch [10] ibmresearch,re [9] workshop,#neurips2022 [8] aleksandrossob1,myself [8] #neurips2022,meet [8] come,poster [8] #ai4science,workshop [8] poster,#ai4science [8] meet,aleksandrossob1 Top Word Pairs in Tweet in G5:
[8] software,libraries [8] partners,embed [8] addition,software [8] same,watson [8] embed,same [8] ibmresearch,existing [8] existing,partners [8] libraries,ibmresearch [6] ibmdata,addition [6] watson,#aiâ Top Word Pairs in Tweet in G6:
[5] students,being [5] more,great [5] being,supported [5] fellowships,ai [5] supported,fellowships [5] learn,more [5] ai,research [5] research,collaboration [5] grad,students [5] great,grad Top Word Pairs in Tweet in G7:
[2] neurips,2022 Top Word Pairs in Tweet in G9:
[6] visiting,ai [6] tcphi_tcd,ibmresearch [6] experience,demonstration [6] imec_smit,casalatweet [6] seuro2020,team [6] demonstration,lab [6] lab,imec_smit [6] ai,experience [6] casalatweet,tcphi_tcd [6] team,visiting Top Word Pairs in Tweet in G10:
[3] foundation,quantum [3] imagination,lay [3] quantum,computers [3] computers,thinkers [3] before,quantum [3] thinkers,imagination [3] conceptual,foundation [3] lay,conceptual [3] long,before [2] brkthroughprize,long Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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