The graph represents a network of 1,253 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 July 2020 at 05:04 UTC.
The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 2-hour, 49-minute period from Tuesday, 23 June 2020 at 02:06 UTC to Monday, 06 July 2020 at 04:55 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 : 1253
Unique Edges : 1346
Edges With Duplicates : 2677
Total Edges : 4023
Number of Edge Types : 5
MentionsInRetweet : 1390
Replies to : 136
Mentions : 1785
Retweet : 672
Tweet : 40
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0347159603246168
Reciprocated Edge Ratio : 0.0671023965141612
Connected Components : 16
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1227
Maximum Edges in a Connected Component : 3984
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.02512
Graph Density : 0.00146294261185296
Modularity : 0.384562
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,253 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 July 2020 at 05:04 UTC.
The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 2-hour, 49-minute period from Tuesday, 23 June 2020 at 02:06 UTC to Monday, 06 July 2020 at 04:55 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:
[225] dario,gil [148] director,ibmresearch [140] exponential,problems [140] problems,require [140] require,exponential [140] exponential,computation [140] computation,watch [140] watch,director [140] ibmresearch,dario [140] gil,share Top Word Pairs in Tweet in G1:
[135] dario,gil [125] exponential,problems [125] problems,require [125] require,exponential [125] exponential,computation [125] computation,watch [125] watch,director [125] director,ibmresearch [125] ibmresearch,dario [125] gil,share Top Word Pairs in Tweet in G2:
[71] dario,gil [57] ibm,research [55] national,science [55] science,board [53] happy,announce [53] announce,ibm [53] research,director [53] director,dr [53] dr,dario [53] gil,selected Top Word Pairs in Tweet in G3:
[16] belllabs,ibmresearch [12] att,princeton [12] princeton,brianwkernighan [12] brianwkernighan,belllabs [11] darpa,god [11] realdonaldtrump,att [9] dni_ratcliffe,esperdod [8] ibmresearch,computer_phile [8] computer_phile,ahdictionary [8] ahdictionary,princetonian Top Word Pairs in Tweet in G4:
[13] ibm,ibmresearch [10] scalibbdp,samsung [10] samsung,amd [10] amd,arm [10] arm,qualcomm [10] qualcomm,dell [10] dell,nvidia [10] nvidia,intel [10] intel,asus [10] asus,microsoft Top Word Pairs in Tweet in G5:
[40] vilakazi,instrumental [40] instrumental,ensuring [40] ensuring,witsuniversity [40] witsuniversity,became [40] became,first [40] first,university [40] university,africa [40] africa,partner [39] wits_news,vilakazi [39] partner,ibmresearc Top Word Pairs in Tweet in G6:
[44] machine,learning [23] learning,quantum [23] quantum,simulation [23] simulation,back [23] back,monday [23] monday,30am [23] 30am,edt [23] edt,learning [23] learning,neural [23] neural,tensor Top Word Pairs in Tweet in G7:
[11] dario,gil [9] #quantum,#covid__19 [9] #covid__19,#nanotechnology [9] #nanotechnology,#model [9] gil,dariogila [8] ibm,research [8] #model,future [8] future,quantum [8] quantum,computing [8] computing,ibm's Top Word Pairs in Tweet in G8:
[3] amazon,microsoft [3] microsoft,ibmresearch [2] tcs,wipro [2] wipro,infosys [2] infosys,hcltech [2] hcltech,capgeminiindia [2] capgeminiindia,cognizantindia [2] cognizantindia,mindtree_ltd [2] mindtree_ltd,nasscom [2] nasscom,compworldindia Top Word Pairs in Tweet in G9:
[2] uzimbabwe,uptuks [2] uptuks,casatuct [2] casatuct,ufsweb [2] ufsweb,aisa_research [2] aisa_research,africaportal [2] africaportal,ibmresearch [2] ibmresearch,unn_tweets [2] unn_tweets,piasshuye [2] piasshuye,codesria [2] codesria,humanitiesuon Top Word Pairs in Tweet in G10:
[9] dinahtravels,caffeinate_adam [9] virtual,workspace [6] research,interns [6] ibmresearch,internship [6] virtual,office [6] office,space [5] ibm,research [5] space,competition [5] internship,program [4] ibmresearch,dinahtravels Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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