The graph represents a network of 745 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, 06 September 2022 at 05:15 UTC.
The requested start date was Tuesday, 06 September 2022 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, 16-hour, 29-minute period from Tuesday, 23 August 2022 at 01:19 UTC to Monday, 05 September 2022 at 17:49 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 : 745
Unique Edges : 1158
Edges With Duplicates : 1144
Total Edges : 2302
Number of Edge Types : 5
Replies to : 80
Retweet : 298
MentionsInRetweet : 836
Tweet : 9
Mentions : 1079
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.031936127744511
Reciprocated Edge Ratio : 0.0618955512572534
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 732
Maximum Edges in a Connected Component : 2290
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.179072
Graph Density : 0.00279822472396623
Modularity : 0.497181
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 745 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, 06 September 2022 at 05:15 UTC.
The requested start date was Tuesday, 06 September 2022 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, 16-hour, 29-minute period from Tuesday, 23 August 2022 at 01:19 UTC to Monday, 05 September 2022 at 17:49 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:
[39] ibm,quantum [30] paul,steinhardt [30] steinhardt,princetonphys [30] princetonphys,recalls [30] recalls,feynman [30] feynman,caltech [30] caltech,gauge [30] gauge,theory [30] theory,harvardphysics [30] harvardphysics,postdoc Top Word Pairs in Tweet in G1:
[18] ibm,research [17] research,lab [17] lab,yorktown [17] yorktown,heights [17] heights,york [17] york,charli_bing [17] charli_bing,popsci [17] popsci,joins [17] joins,jmchow [17] jmchow,hands Top Word Pairs in Tweet in G2:
[30] ibm,quantum [15] ibmresearch,calling [15] calling,ibm [15] quantum,users [15] users,quantum [15] quantum,enthusiasts [15] enthusiasts,hear [15] hear,experiences [15] experiences,ibm [15] quantum,product Top Word Pairs in Tweet in G3:
[11] kavericamire,johnmario87 [10] joebiden,drbiden [9] ginnirometty,arvindkrishna [7] harrietgreen1,ibmresearch [7] johnmario87,voguemagazine [6] barackobama,michelleobama [6] arvindkrishna,harrietgreen1 [5] johnmario87,ibmresearch [5] drbiden,kamalaharris [4] voguemagazine,ginnirometty Top Word Pairs in Tweet in G4:
[2] zig,zig [2] hpcwire,quantum [2] quantum,survey [2] survey,first [2] first,ibm [2] ibm,zapata [2] zapata,algorithms [2] algorithms,error [2] error,mitigation [2] mitigation,more Top Word Pairs in Tweet in G5:
[30] paul,steinhardt [30] steinhardt,princetonphys [30] princetonphys,recalls [30] recalls,feynman [30] feynman,caltech [30] caltech,gauge [30] gauge,theory [30] theory,harvardphysics [30] harvardphysics,postdoc [30] postdoc,ibmresearch Top Word Pairs in Tweet in G6:
[11] gt,19 [11] 19,000 [11] 000,downloads [11] downloads,'prediction [11] 'prediction,chemical [11] chemical,#reaction [11] #reaction,yields [11] yields,using [11] using,#deeplearning' [11] #deeplearning',pschwllr Top Word Pairs in Tweet in G7:
[9] intel,ibmresearch [4] ibmresearch,dell [3] ibmresearch,googleai [2] samsung,amd [2] amd,arm [2] arm,qualcomm [2] qualcomm,dell [2] dell,nvidia [2] nvidia,nvidiageforce [2] nvidiageforce,asus Top Word Pairs in Tweet in G8:
[18] excited,release [18] release,newest [18] newest,sixfivepodcast [18] sixfivepodcast,road [18] road,spent [18] spent,days [18] days,ibmresearch [18] ibmresearch,talking [18] talking,executive [17] danielnewmanuv,excited Top Word Pairs in Tweet in G9:
[20] #ai,#automation [18] #futureofwork,increasingly [18] increasingly,digital [18] digital,infusion [18] infusion,#ai [18] #automation,ll [18] ll,see [18] see,accelerated [17] haroldsinnott,#futureofwork [17] accelerated,ado Top Word Pairs in Tweet in G10:
[10] ibmresearch,answer [2] requested,ibmresearch Top Replied-To in Entire Graph:
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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: