The graph represents a network of 1,090 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, 13 July 2021 at 05:00 UTC.
The requested start date was Tuesday, 13 July 2021 at 00:01 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, 19-hour, 3-minute period from Tuesday, 29 June 2021 at 04:06 UTC to Monday, 12 July 2021 at 23:10 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 : 1090
Unique Edges : 1476
Edges With Duplicates : 1881
Total Edges : 3357
Number of Edge Types : 5
Retweet : 459
MentionsInRetweet : 1133
Replies to : 142
Mentions : 1572
Tweet : 51
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0340572556762093
Reciprocated Edge Ratio : 0.0658711217183771
Connected Components : 19
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1064
Maximum Edges in a Connected Component : 3310
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.253512
Graph Density : 0.00176493879579784
Modularity : 0.470591
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,090 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, 13 July 2021 at 05:00 UTC.
The requested start date was Tuesday, 13 July 2021 at 00:01 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, 19-hour, 3-minute period from Tuesday, 29 June 2021 at 04:06 UTC to Monday, 12 July 2021 at 23:10 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:
[52] quantum,computing [40] ibm,research [36] ibmresearch,ibm [33] aspects,inner [33] inner,workings [33] workings,batteries [33] remain,mystery [33] mystery,work [33] work,together [27] vax,chatbot Top Word Pairs in Tweet in G1:
[28] ibm,research [27] vax,chatbot [26] world,meet [26] meet,vira [26] vira,ivactweets [26] ivactweets,worked [26] worked,ai [26] ai,researchers [26] researchers,ibmresearch [26] ibmresearch,design Top Word Pairs in Tweet in G2:
[15] chemical,reaction [14] pschwllr,acvaucher [13] quantum,computing [13] another,milestone [13] milestone,'prediction [13] 'prediction,chemical [13] reaction,yields [13] yields,using [13] using,#deeplearning' [13] #deeplearning',pschwllr Top Word Pairs in Tweet in G4:
[10] took,hours [10] hours,takes [10] takes,minutes [10] minutes,ibmresearch [10] ibmresearch,introduces [10] introduces,codeflare [10] codeflare,#opensource [10] #opensource,framework [10] framework,created [10] created,simplify Top Word Pairs in Tweet in G5:
[8] quantum,computing [6] last,masterpiece [6] masterpiece,arqe [6] arqe,bio [6] bio,inspired [6] inspired,quantum [6] computing,algorithm [6] algorithm,runs [6] runs,faster [6] faster,high Top Word Pairs in Tweet in G6:
[5] year,transaction [5] transaction,volume [5] volume,#hedera [5] #hedera,over [5] over,700 [5] 700,growing [5] growing,total [5] total,transactions [5] transactions,transactions [5] transactions,ghost Top Word Pairs in Tweet in G7:
[17] ginnirometty,arvindkrishna [9] ibmresearch,ginnirometty [9] kavericamire,voguemagazine [9] arvindkrishna,ibmresearch [9] kavericamire,ibmresearch [8] jmm,iiiiiiiii [8] michelleobama,kamalaharris [7] iiiiiiiii,jmm [7] #shadowmanexist,kavericamire [6] burncard53,robertirwin Top Word Pairs in Tweet in G8:
[17] christinagiles,madlendavies [17] madlendavies,rosafurneaux [17] rosafurneaux,ben_stockton [17] ben_stockton,ben_du_preez [17] ben_du_preez,tbij [16] ben_deighton,scidevnet [16] scidevnet,fgodlee [15] tbij,ibmresearch [15] ibmresearch,ben_deighton [11] absw,christinagiles Top Word Pairs in Tweet in G9:
[13] cmcc,webinar [13] july,30 [13] 30,cest [13] cest,#quantumcomputing [13] #quantumcomputing,introduction [13] introduction,applications [13] applications,speakers [13] speakers,michele [13] michele,grossi [13] grossi,grosqmichi Top Word Pairs in Tweet in G10:
[27] aspects,inner [27] inner,workings [27] workings,batteries [27] remain,mystery [27] mystery,work [27] work,together [20] know,aspects [20] batteries,still [20] still,remain [19] daimler,know 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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