The graph represents a network of 809 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, 05 April 2022 at 05:17 UTC.
The requested start date was Tuesday, 05 April 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, 15-hour, 18-minute period from Tuesday, 22 March 2022 at 03:15 UTC to Monday, 04 April 2022 at 18:33 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 : 809
Unique Edges : 1125
Edges With Duplicates : 1139
Total Edges : 2264
Number of Edge Types : 5
MentionsInRetweet : 754
Retweet : 282
Mentions : 1130
Tweet : 18
Replies to : 80
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0395095367847411
Reciprocated Edge Ratio : 0.0760157273918742
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 799
Maximum Edges in a Connected Component : 2251
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.179895
Graph Density : 0.00233450415498905
Modularity : 0.481778
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 809 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, 05 April 2022 at 05:17 UTC.
The requested start date was Tuesday, 05 April 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, 15-hour, 18-minute period from Tuesday, 22 March 2022 at 03:15 UTC to Monday, 04 April 2022 at 18:33 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:
[19] scientific,discovery [18] ibmwatson,ibmresearch [17] rajeev_goi,dariogila [16] ibm,ibmresearch [16] train,large [16] large,#nlp [16] #nlp,model [16] model,today [16] today,require [16] require,roughly Top Word Pairs in Tweet in G1:
[13] train,large [13] large,#nlp [13] #nlp,model [13] model,today [13] today,require [13] require,roughly [13] roughly,same [13] same,carbon [13] carbon,footprint [13] footprint,running Top Word Pairs in Tweet in G2:
[12] samsung,amd [12] amd,arm [12] arm,qualcomm [12] qualcomm,dell [12] dell,nvidia [12] nvidia,nvidiageforce [12] nvidiageforce,asus [12] asus,microsoft [12] microsoft,windowsinsider [12] windowsinsider,ibm Top Word Pairs in Tweet in G3:
[12] acvaucher,teodorolaino [11] mlstjournal,gt [11] gt,14 [11] 14,000 [11] 000,downloads [11] downloads,'prediction [11] 'prediction,chemical [11] chemical,#reaction [11] #reaction,yields [11] yields,using Top Word Pairs in Tweet in G4:
[10] ibmresearch,today [10] today,naturecomms [10] naturecomms,research [10] research,ibm [10] ibm,jdrf [10] jdrf,academic [10] academic,partners [10] partners,including [10] including,lunduniversi [10] delighted,latest Top Word Pairs in Tweet in G5:
[17] rajeev_goi,dariogila [16] great,meeting [16] meeting,honb'le [16] honb'le,rajeev_goi [16] dariogila,svp [16] svp,director [16] director,ibmresearch [16] ibmresearch,share [16] share,skilling [15] sandippatel_in,great Top Word Pairs in Tweet in G6:
[13] ibmwatson,ibmresearch [9] scientific,discovery [8] ibmresearch,introduces [8] introduces,generative [8] generative,toolkit [8] toolkit,scientific [8] discovery,gt4sd [8] gt4sd,#opensource [8] #opensource,library [8] library,created Top Word Pairs in Tweet in G7:
[5] social,responsibility [4] ibmresearch,msftresearch [4] msftresearch,brownuniversity [4] roles,university [4] university,addressing [4] addressing,social [4] responsibility,development [4] development,ai [4] ai,attend [4] attend,ai Top Word Pairs in Tweet in G8:
[2] ibmresearch,lenovo Top Word Pairs in Tweet in G9:
[4] abuseb,evaneleftheriou [4] kingsnmes,ibmresearch [4] biopim,joint [4] joint,project [4] project,_onurmutlu_ [4] _onurmutlu_,eth [4] eth,rayanchikhi [4] rayanchikhi,institutpasteur [4] institutpasteur,abuseb [4] abuseb,ibmresearch Top Word Pairs in Tweet in G10:
[2] voguemagazine,ginnirometty Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: