The graph represents a network of 994 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 Friday, 20 August 2021 at 05:09 UTC.
The requested start date was Tuesday, 17 August 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, 19-hour, 22-minute period from Tuesday, 03 August 2021 at 04:17 UTC to Monday, 16 August 2021 at 23:39 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 : 994
Unique Edges : 1342
Edges With Duplicates : 1291
Total Edges : 2633
Number of Edge Types : 5
Replies to : 135
Mentions : 1096
Retweet : 390
MentionsInRetweet : 975
Tweet : 37
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0244037714919578
Reciprocated Edge Ratio : 0.0476448294531673
Connected Components : 18
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 972
Maximum Edges in a Connected Component : 2607
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.216582
Graph Density : 0.00187124762674739
Modularity : 0.533178
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 994 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 Friday, 20 August 2021 at 05:09 UTC.
The requested start date was Tuesday, 17 August 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, 19-hour, 22-minute period from Tuesday, 03 August 2021 at 04:17 UTC to Monday, 16 August 2021 at 23:39 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:
[43] ibmresearch,developed [34] pytorch,huggingface [31] rxnfp,v0 [31] v0,compatible [31] compatible,recent [31] recent,pytorch [31] huggingface,transformers [31] transformers,versions [31] ibm,research [30] #phd,studentship Top Word Pairs in Tweet in G1:
[25] devil,gan [24] ibmresearch,k_lovin_ [23] climate,change [20] combat,climate [16] deep,generative [16] generative,models [16] models,against [15] leveraging,technologies [15] technologies,quantum [15] quantum,artificial Top Word Pairs in Tweet in G2:
[3] ibmwatsonmedia,chernobylstatus [3] senbillcassidy,mdtroadreport [3] wgnradio,talksmontana [3] talksmontana,montanabusiness [3] tmzlive,usatodaymoney [3] usatodaymoney,aaanews [3] aarpdsp,ibmwatsonmedia [3] chernobylstatus,aoc [3] aoc,ibmresearch [2] ibmresearch,#administration Top Word Pairs in Tweet in G3:
[17] fairness,ai [16] evaluate,fairness [16] ai,models [16] models,explore [16] explore,ibmresearch [16] ibmresearch,developed [16] developed,software [16] software,capable [16] capable,verifying [16] verifying,fairness Top Word Pairs in Tweet in G4:
[16] descoberta,novos [16] novos,medicamentos [16] acelerados,pela [16] pela,#ai [14] brazil,sfe [14] #cord19,#ia [14] #ia,#ibm [14] #ibm,#ibmq [14] #ibmq,#ibmresearch [14] #omxware,#quantumcomputing Top Word Pairs in Tweet in G5:
[34] pytorch,huggingface [31] rxnfp,v0 [31] v0,compatible [31] compatible,recent [31] recent,pytorch [31] huggingface,transformers [31] transformers,versions [30] pschwllr,rxnfp [12] another,milestone [12] milestone,'prediction Top Word Pairs in Tweet in G6:
[27] #phd,studentship [27] studentship,available [27] chrisquince,looking [27] looking,#machinelearning [27] #machinelearning,methods [25] ibmresearch,developed [25] applications,close [25] close,12 [25] 12,august [25] august,#phd Top Word Pairs in Tweet in G7:
[6] #day47,fastai [6] fastai,lib [6] lib,making [6] making,easier [6] easier,faster [6] faster,cv [6] cv,nlp [6] nlp,text [6] text,neural [6] neural,networks Top Word Pairs in Tweet in G8:
[16] data,quality [13] anubhutiihub,iiitdelhi [11] workshop,data [11] quality,ai [7] ibmresearch,anubhutiihub [6] aug,20th [6] excited,organize [6] organize,first [6] first,workshop [6] ai,jointly Top Word Pairs in Tweet in G9:
[2] verdictuk,ibmresearch [2] ibm,ibmwatson [2] ibmwatson,ibmresearch Top Word Pairs in Tweet in G10:
[20] ibmresearch,#combotherapies4cancer [16] #combotherapies4cancer,micro [11] ncicancer,ibmresearch [11] micro,lab [8] ncicancerbio,ibmresearch [5] application,deadline [5] 15th,attend [5] micro,labs [4] #combotherapies4cancer,microlabs [4] learn,more 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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Top Tweeters in G10: