The graph represents a network of 653 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, 08 March 2022 at 06:17 UTC.
The requested start date was Tuesday, 08 March 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 9-day, 20-hour, 35-minute period from Tuesday, 22 February 2022 at 02:54 UTC to Thursday, 03 March 2022 at 23:29 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 : 653
Unique Edges : 822
Edges With Duplicates : 2249
Total Edges : 3071
Number of Edge Types : 5
Retweet : 277
MentionsInRetweet : 616
Mentions : 1970
Replies to : 196
Tweet : 12
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0373134328358209
Reciprocated Edge Ratio : 0.0719424460431655
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 638
Maximum Edges in a Connected Component : 3054
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.058519
Graph Density : 0.00293830268980355
Modularity : 0.302541
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 653 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, 08 March 2022 at 06:17 UTC.
The requested start date was Tuesday, 08 March 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 9-day, 20-hour, 35-minute period from Tuesday, 22 February 2022 at 02:54 UTC to Thursday, 03 March 2022 at 23:29 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:
[86] harvard,ibmresearch [52] ibm,ibmresearch [42] samsung,amd [42] amd,arm [42] arm,qualcomm [42] qualcomm,dell [42] dell,nvidia [42] nvidia,nvidiageforce [42] nvidiageforce,intel [42] intel,asus Top Word Pairs in Tweet in G1:
[86] harvard,ibmresearch [38] digital,dreams [38] dreams,valid [38] valid,alisoneducation [38] alisoneducation,harvard [38] ibmresearch,#domestiká [37] getrudemligo,digital [33] getrudemligo,harvard [10] high,performance [9] ibmresearch,hongera Top Word Pairs in Tweet in G2:
[10] government,quebec [10] discovery,accelerator [8] ibm,ibmresearch [8] kr_t,#aaai2022 [7] #aaai2022,conference [7] conference,progress [7] progress,few [7] few,details [7] details,couple [7] couple,papers Top Word Pairs in Tweet in G3:
[7] ginnirometty,arvindkrishna [6] bradleypitt37,barackobama [6] barackobama,joebiden [6] michelleobama,kamalaharris [6] leodicaprio,bradleypitt37 [5] drbiden,kamalaharris [5] arvindkrishna,ibmresearch [4] joebiden,drbiden [4] robertirwin,kavericamire [4] kavericamire,voguemagazine Top Word Pairs in Tweet in G4:
[42] samsung,amd [42] amd,arm [42] arm,qualcomm [42] qualcomm,dell [42] dell,nvidia [42] nvidia,nvidiageforce [42] nvidiageforce,intel [42] intel,asus [42] asus,microsoft [42] microsoft,windowsinsider Top Word Pairs in Tweet in G5:
[12] excellent,work [12] work,members [12] members,skepteis [12] skepteis,teodorolaino [12] teodorolaino,colleagues [12] colleagues,ibmresearch [12] ibmresearch,predicting [11] nccr_catalysis,excellent [11] predicting,retrosynthet [9] memory,computing Top Word Pairs in Tweet in G7:
[15] ibm,researchers [15] researchers,built [15] built,machine [15] machine,learning [15] learning,model [15] model,help [15] help,harness [15] harness,power [15] power,enzymes [15] enzymes,greener Top Word Pairs in Tweet in G8:
[6] grand,finale [6] finale,biophysicalsoc [6] biophysicalsoc,wonderful [6] wonderful,experience [6] experience,back [6] back,person [6] person,annual [6] annual,meeting [6] meeting,looking [5] #lastcall,#openscience Top Word Pairs in Tweet in G9:
[16] #spatial,#biology [16] #biology,cancer [16] marianna,rapsominiki [16] ibmresearch,marianna_raps [15] speakers,marianna [14] rapsominiki,ibmresearch [13] itai,yanai [13] nyuniversity,itaiyanai [12] marianna_raps,itai [12] march,12 Top Word Pairs in Tweet in G10:
[27] boeing,usairforce [27] usairforce,ibmresearch [27] ibmresearch,nsagov [27] nsagov,#awe [27] #awe,airforceone [13] air,force [13] force,one [7] feb,27 [7] 27,1976 [7] 1976,nsagov 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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