The graph represents a network of 766 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 March 2022 at 05:17 UTC.
The requested start date was Tuesday, 29 March 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, 15-hour, 40-minute period from Tuesday, 15 March 2022 at 05:20 UTC to Monday, 28 March 2022 at 21:01 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 : 766
Unique Edges : 961
Edges With Duplicates : 1624
Total Edges : 2585
Number of Edge Types : 5
Mentions : 1294
Retweet : 354
MentionsInRetweet : 840
Tweet : 25
Replies to : 72
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0314510364546104
Reciprocated Edge Ratio : 0.060984060984061
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 758
Maximum Edges in a Connected Component : 2574
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.142358
Graph Density : 0.00246249936005734
Modularity : 0.420357
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 766 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 March 2022 at 05:17 UTC.
The requested start date was Tuesday, 29 March 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, 15-hour, 40-minute period from Tuesday, 15 March 2022 at 05:20 UTC to Monday, 28 March 2022 at 21:01 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:
[42] ibmresearch,ibm [42] generative,modeling [40] open,source [38] ibm,gt4sd [38] gt4sd,open [38] source,library [38] library,offering [38] offering,state [38] state,art [38] art,generative Top Word Pairs in Tweet in G1:
[31] ibmresearch,ibm [30] open,source [28] ibm,gt4sd [28] gt4sd,open [28] source,library [28] library,offering [28] offering,state [28] state,art [28] art,generative [28] generative,modeling Top Word Pairs in Tweet in G2:
[24] samsung,amd [24] amd,arm [24] arm,qualcomm [24] qualcomm,dell [24] dell,nvidia [24] nvidia,nvidiageforce [24] asus,microsoft [24] microsoft,windowsinsider [24] windowsinsider,ibm [24] ibm,ibmresearch Top Word Pairs in Tweet in G3:
[21] ibmresearch,today [21] today,naturecomms [21] naturecomms,research [21] research,ibm [21] ibm,jdrf [21] jdrf,academic [21] academic,partners [21] partners,including [21] including,lunduniversi [20] springernature,naturecomms Top Word Pairs in Tweet in G4:
[10] generative,modeling [10] accelerated,discovery [9] kudos,whole [9] whole,ibmresearch [9] ibmresearch,extended [9] extended,team [9] team,made [9] made,possible [9] possible,learn [9] learn,more Top Word Pairs in Tweet in G5:
[5] social,responsibility [5] check,latest [5] latest,work [5] work,generative [5] generative,model [5] model,designing [5] designing,synthesizable [5] synthesizable,molecules [5] molecules,small [5] small,training Top Word Pairs in Tweet in G6:
[16] dariogila,svp [16] svp,director [15] rajeev_goi,dariogila [14] great,meeting [14] meeting,honb'le [14] honb'le,rajeev_goi [14] director,ibmresearch [14] ibmresearch,share [14] share,skilling [13] sandippatel_in,great Top Word Pairs in Tweet in G7:
[10] funded,#phdposition [10] #phdposition,cdt [10] cdt,part [10] part,livuni [10] livuni,themes [10] themes,topics [10] topics,#machinelearning [10] #machinelearning,#datascience [10] #datascience,#ai [10] #ai,#phd Top Word Pairs in Tweet in G8:
[2] voguemagazine,ginnirometty [2] ibmresearch,ginnirometty [2] voguemagazine,kavericamire [2] michelleobama,barackobama [2] barackobama,kamalaharris [2] kamalaharris,omagazinesa [2] omagazinesa,sc Top Word Pairs in Tweet in G10:
[5] past,present [5] present,future [5] future,ibmresearch [5] ibmresearch,c3stc [5] c3stc,bianco [5] bianco,lab [5] lab,apsmeetings [5] apsmeetings,anamikaagr [5] anamikaagr,sara_capp [4] newcolour78,past Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: