The graph represents a network of 617 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, 11 January 2022 at 06:17 UTC.
The requested start date was Tuesday, 11 January 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, 16-hour, 55-minute period from Tuesday, 28 December 2021 at 02:15 UTC to Monday, 10 January 2022 at 19:11 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 : 617
Unique Edges : 811
Edges With Duplicates : 1022
Total Edges : 1833
Number of Edge Types : 5
Retweet : 212
MentionsInRetweet : 446
Mentions : 1070
Replies to : 97
Tweet : 8
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0242369838420108
Reciprocated Edge Ratio : 0.0473269062226117
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 611
Maximum Edges in a Connected Component : 1824
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.381687
Graph Density : 0.00300206276705466
Modularity : 0.500973
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 617 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, 11 January 2022 at 06:17 UTC.
The requested start date was Tuesday, 11 January 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, 16-hour, 55-minute period from Tuesday, 28 December 2021 at 02:15 UTC to Monday, 10 January 2022 at 19:11 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:
[40] eynews,bcg [40] bcg,africateengeeks [34] inspired,2022 [34] 2022,books [34] books,challenged [34] challenged,shaped [34] shaped,15 [34] 15,leaders [34] leaders,top [34] top,organizations Top Word Pairs in Tweet in G1:
[10] undergrads,work [10] work,world [10] world,class [10] class,research [10] research,facility [10] facility,paid [10] paid,summer [10] summer,research [10] research,internship [10] internship,designed Top Word Pairs in Tweet in G2:
[8] manipalblog,ibmresearch [8] ibmresearch,ibmnews [8] ibmnews,onsemicareers [8] onsemicareers,onsemiconductor [8] onsemiconductor,intel [8] intel,quizzingjourney [7] enquest_,manipalblog [5] quizzingjourney,sherman [4] ibm's,recent [4] recent,announcement Top Word Pairs in Tweet in G3:
[13] ibmresearch,principal [13] principal,research [13] research,scientist [13] scientist,nirmit [13] nirmit,desai [13] desai,illustrates [13] illustrates,evolution [13] evolution,cloud [13] cloud,based [13] based,edge Top Word Pairs in Tweet in G4:
[40] eynews,bcg [40] bcg,africateengeeks [34] inspired,2022 [34] 2022,books [34] books,challenged [34] challenged,shaped [34] shaped,15 [34] 15,leaders [34] leaders,top [34] top,organizations Top Word Pairs in Tweet in G5:
[33] ibmresearch,googlequantumai [31] kipuquantum,quantumflagship [31] quantumflagship,quantentech [31] quantentech,ibmresearch [31] googlequantumai,neuralink [31] neuralink,meta [21] quantum,computers [19] kikesolanophys,kipuquantum [17] human,brains [17] brains,quantum Top Word Pairs in Tweet in G6:
[7] kavericamire,voguemagazine [7] voguemagazine,shijoliepitt [7] shijoliepitt,angelinajolieph [7] angelinajolieph,bradleypitt37 [7] bradleypitt37,ginnirometty [7] arvindkrishna,ibmresearch [7] jk_rowling,janegoodallinst [7] janegoodallinst,melindagates [7] drbiden,joebiden [7] joebiden,omagazinesa Top Word Pairs in Tweet in G7:
[17] 'prediction,chemical [15] pschwllr,acvaucher [13] yields,using [13] using,#deeplearning' [13] #deeplearning',pschwllr [12] chemical,reaction [12] reaction,yields [10] acvaucher,teodorolaino [10] another,milestone [10] milestone,'prediction Top Word Pairs in Tweet in G8:
[2] silica,testing Top Word Pairs in Tweet in G9:
[3] ibm,ibmresearch [3] ibm,vodafonebiz [3] vodafonebiz,sap [3] sap,ericsson [3] ericsson,ibmibv [2] redhat,redhatopen [2] redhatopen,ibmresearch [2] ibmresearch,callforcode [2] sallyeaves,ibm [2] ibmibv,going Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: