The graph represents a network of 1,382 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, 14 July 2020 at 05:04 UTC.
The requested start date was Tuesday, 14 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, 3-hour, 38-minute period from Tuesday, 30 June 2020 at 00:49 UTC to Monday, 13 July 2020 at 04:28 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 : 1382
Unique Edges : 1632
Edges With Duplicates : 3065
Total Edges : 4697
Number of Edge Types : 5
Mentions : 1819
Replies to : 138
Retweet : 847
MentionsInRetweet : 1846
Tweet : 47
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0325264750378215
Reciprocated Edge Ratio : 0.063003663003663
Connected Components : 23
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1348
Maximum Edges in a Connected Component : 4659
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.922764
Graph Density : 0.00143041127729963
Modularity : 0.387479
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,382 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, 14 July 2020 at 05:04 UTC.
The requested start date was Tuesday, 14 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, 3-hour, 38-minute period from Tuesday, 30 June 2020 at 00:49 UTC to Monday, 13 July 2020 at 04:28 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:
[194] dario,gil [180] director,ibmresearch [173] share,vision [172] exponential,problems [172] problems,require [172] require,exponential [172] exponential,computation [172] computation,watch [172] watch,director [172] ibmresearch,dario Top Word Pairs in Tweet in G1:
[142] dario,gil [136] director,ibmresearch [132] exponential,problems [132] problems,require [132] require,exponential [132] exponential,computation [132] computation,watch [132] watch,director [132] ibmresearch,dario [132] gil,share Top Word Pairs in Tweet in G2:
[46] reinforcement,learning [42] ibm,research [42] dario,gil [34] director,ibmresearch [32] share,vision [32] vision,future [31] exponential,problems [31] problems,require [31] require,exponential [31] exponential,computation Top Word Pairs in Tweet in G3:
[18] belllabs,ibmresearch [12] att,princeton [12] princeton,brianwkernighan [12] brianwkernighan,belllabs [12] nvidia,intel [11] realdonaldtrump,att [11] ibm,ibmresearch [10] scalibbdp,samsung [10] samsung,amd [10] amd,arm Top Word Pairs in Tweet in G4:
[40] ibmresearch,code [40] code,classical [40] classical,computers [40] computers,program [40] program,#quantum [40] #quantum,computers [40] computers,easier [40] easier,qiskit [24] qiskit,optiâ [24] #quantum,#computing Top Word Pairs in Tweet in G5:
[97] cyclo,18 [97] 18,carbon [96] collaboration,ibmresearch [89] accepted,j_a_c_s [89] j_a_c_s,synthesis [89] synthesis,cyclo [89] carbon,debromination [89] debromination,c18br6 [88] c18br6,collaboration [87] hlagroupox,accepted Top Word Pairs in Tweet in G6:
[15] prioritizing,safety [15] safety,over [15] over,performance [15] performance,researchers [15] researchers,mitibmlab [15] mitibmlab,ibmresearch [15] ibmresearch,develop [15] develop,vsrl [15] vsrl,approach [14] datasciencenig,prioritizing Top Word Pairs in Tweet in G7:
[14] ibmresearch,lot [14] lot,good [14] good,stuff [14] stuff,icmlconf [14] icmlconf,coming [14] coming,week [14] week,read [13] machine,learning [13] krvarshney,ibmresearch [6] ibm,research Top Word Pairs in Tweet in G8:
[2] ibmdesign,ibmresearch [2] #machineleaning,#artificialintelligence [2] #artificialintelligence,#devops Top Word Pairs in Tweet in G9:
[12] table,ronde [9] passionné,par [9] par,nouvelles [9] nouvelles,techno [9] techno,demain [9] demain,midi [9] midi,manquez [9] manquez,notre [9] notre,table [9] ronde,#quantum Top Word Pairs in Tweet in G10:
[12] modern,science [12] science,needs [12] needs,modern [12] modern,computing [12] computing,metaspace2020 [12] metaspace2020,analyze [12] analyze,big [12] big,#spatial [12] #spatial,#metabolomics [12] #metabolomics,data 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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