The graph represents a network of 1,670 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 Thursday, 24 December 2020 at 06:01 UTC.
The requested start date was Tuesday, 22 December 2020 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, 22-hour, 23-minute period from Tuesday, 08 December 2020 at 01:37 UTC to Tuesday, 22 December 2020 at 00:00 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 : 1670
Unique Edges : 2935
Edges With Duplicates : 3440
Total Edges : 6375
Number of Edge Types : 5
Retweet : 1151
MentionsInRetweet : 2612
Mentions : 2210
Replies to : 291
Tweet : 111
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0333084762614964
Reciprocated Edge Ratio : 0.0644695694010103
Connected Components : 71
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1574
Maximum Edges in a Connected Component : 6250
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.944349
Graph Density : 0.00149144491125598
Modularity : 0.427827
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,670 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 Thursday, 24 December 2020 at 06:01 UTC.
The requested start date was Tuesday, 22 December 2020 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, 22-hour, 23-minute period from Tuesday, 08 December 2020 at 01:37 UTC to Tuesday, 22 December 2020 at 00:00 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:
[161] quantum,computing [98] latest,innovation [98] innovation,ibmwatson [98] ibmwatson,developed [98] developed,ibmresearch [98] ibmresearch,help [98] help,improve [98] improve,automation [97] automation,precision [96] announced,today Top Word Pairs in Tweet in G1:
[75] latest,innovation [75] innovation,ibmwatson [75] ibmwatson,developed [75] developed,ibmresearch [75] ibmresearch,help [75] help,improve [75] improve,automation [74] automation,precision [73] announced,today [73] today,latest Top Word Pairs in Tweet in G2:
[76] quantum,computing [36] policy,creation [35] kyle_l_wiggers,venturebeat [34] automation,policy [34] creation,ibm [34] ibm,runs [34] runs,gamut [34] gamut,offerings [34] offerings,kyle_l_wiggers [29] deep,learning Top Word Pairs in Tweet in G3:
[23] quantum,computing [22] googleai,ibmresearch [14] meetiqm,quantumflagship [14] ibmresearch,googleai [10] ibmresearch,qcware [10] quantum,advantage [10] ibmresearch,meetiqm [9] quantum,computers [9] good,logical [9] two,preprints Top Word Pairs in Tweet in G4:
[29] bit,computers [28] science,social [28] social,good [28] phd,students [28] summer,fellowship [27] students,remember [27] remember,apply [27] apply,ibmresearch [27] ibmresearch,science [27] good,summer Top Word Pairs in Tweet in G5:
[24] gautengprovince,ibmresearch [23] wits_news,witsuniversity [22] witsuniversity,together [22] together,gautengprovince [22] ibmresearch,updated [22] updated,#covid19 [22] #covid19,dashboard [22] dashboard,identify [22] identify,hotspots [15] turkanacountyke,arvindkrishna Top Word Pairs in Tweet in G6:
[5] quantum,computing [3] ibm,research [2] quantum,computer [2] tape,long [2] decades,come [2] tape,guy [2] ny,stonybrooku [2] stonybrooku,suny [2] suny,pedals4progress [2] pedals4progress,sbucommunity Top Word Pairs in Tweet in G8:
[16] first,time [12] fluorescence,guided [11] cancer,surgery [11] time,tissue [10] published,bjsurgery [9] tissue,classification [9] bjsurgery,prof [9] prof,ronan [9] ronan,cahill [9] cahill,ucdmedicine Top Word Pairs in Tweet in G9:
[9] ale_curioni,ibmresearch [7] oecd,shoshanazuboff [7] shoshanazuboff,ranaforoohar [7] ranaforoohar,frankpasquale [7] frankpasquale,fusacchia [7] fusacchia,ale_curioni [7] ibmresearch,ep_sciencetech [6] pitres,oecd [5] ep_sciencetech,oecdinnovation [5] oecdinnovation,ft Top Word Pairs in Tweet in G10:
[17] r1cc4rd0,join [13] moselundibm,ibmresearch [11] join,phd [11] phd,position [11] position,funded [11] funded,mscactions [11] mscactions,together [11] together,moselundibm [8] join,teams [8] teams,study Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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: