The graph represents a network of 934 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, 07 December 2021 at 06:17 UTC.
The requested start date was Tuesday, 07 December 2021 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, 51-minute period from Tuesday, 23 November 2021 at 01:05 UTC to Tuesday, 07 December 2021 at 00:56 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 : 934
Unique Edges : 1318
Edges With Duplicates : 2871
Total Edges : 4189
Number of Edge Types : 5
Replies to : 185
Mentions : 2117
Retweet : 516
MentionsInRetweet : 1343
Tweet : 28
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0493762993762994
Reciprocated Edge Ratio : 0.0941059930658742
Connected Components : 9
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 919
Maximum Edges in a Connected Component : 4167
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.112207
Graph Density : 0.00231690271762705
Modularity : 0.3683
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 934 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, 07 December 2021 at 06:17 UTC.
The requested start date was Tuesday, 07 December 2021 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, 51-minute period from Tuesday, 23 November 2021 at 01:05 UTC to Tuesday, 07 December 2021 at 00:56 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:
[50] ibm,research [49] ibmresearch,microsoft [47] hpe,ibmresearch [44] microsoft,fbi [44] fbi,librarycongress [43] ibmresearch,ibmcloud [43] ibmcloud,ibmnews [42] lizlum,howardboville [42] howardboville,ibmresearch [42] ibmnews,ibmdata Top Word Pairs in Tweet in G1:
[28] internships,phd [28] phd,students [28] students,ibmresearch [28] ibmresearch,strong [28] strong,math [28] math,software [28] software,engineering [28] engineering,skills [28] skills,interested [27] dimakrotov,internships Top Word Pairs in Tweet in G2:
[33] ibm,research [26] thiemechemistry,ibmresearch [23] pschwllr,acvaucher [23] rxn,chemistry [16] gt,10 [16] 10,000 [16] 000,downloads [16] downloads,'prediction [16] 'prediction,chemical [16] chemical,reaction Top Word Pairs in Tweet in G3:
[43] ibmcloud,ibmnews [42] lizlum,howardboville [42] howardboville,ibmresearch [42] ibmresearch,ibmcloud [42] ibmnews,ibmdata [42] ibmdata,keybank [42] keybank,keybankctr [42] keybankctr,thebanker [41] thebanker,keatingetom [41] keatingetom,anz_au Top Word Pairs in Tweet in G4:
[49] ibmresearch,microsoft [47] hpe,ibmresearch [44] microsoft,fbi [44] fbi,librarycongress [41] houstontx,fbihouston [40] librarycongress,ussocom [40] ussocom,houstontx [32] fbihouston,usacehq [10] nasa,university [7] ibm,ibmresearch Top Word Pairs in Tweet in G5:
[10] 600,delegates [10] delegates,15 [10] 15,presentations [10] presentations,27 [8] computing,research [6] 27,parallel [6] parallel,sessions [6] sessions,100 [6] talks,atos [6] atos,ibmresearch Top Word Pairs in Tweet in G6:
[11] extract,data [11] doug,burdick [7] sleek,pdfs [7] pdfs,notoriously [7] notoriously,difficult [7] difficult,extract [7] data,today [7] today,guest [7] guest,doug [7] burdick,joined Top Word Pairs in Tweet in G7:
[5] under,govkathyhochul's [5] govkathyhochul's,leadership [5] leadership,ny [5] ny,ready [5] ready,go [5] go,day [5] day,ny [5] ny,better [5] better,positioned [5] positioned,state Top Word Pairs in Tweet in G8:
[7] cloudbutton,presented [7] presented,bdva_ppp [7] bdva_ppp,forum [7] forum,check [7] check,session [7] session,monday [7] monday,29 [7] 29,nov [7] nov,cloudbutton [7] cloudbutton,serverless Top Word Pairs in Tweet in G9:
[6] occasione,dell'evento [6] dell'evento,'on [6] 'on,edge [6] edge,tomorrow' [6] tomorrow',siamo [6] siamo,stati [6] stati,quel [6] quel,zurigo [6] zurigo,visitare [6] visitare,centro Top Word Pairs in Tweet in G10:
[5] jaygambetta,ibmresearch [4] ibmresearch,ibm [3] great,article [3] article,financialreview [3] financialreview,jaygambetta [3] ibmresearch,quantumpanniers [3] quantumpanniers,unimelb [3] unimelb,really [3] years,ibm [3] ibm,acquisition Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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 G5:
Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: