The graph represents a network of 1,127 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, 19 January 2021 at 06:00 UTC.
The requested start date was Tuesday, 19 January 2021 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 13-day, 18-hour, 35-minute period from Tuesday, 05 January 2021 at 02:12 UTC to Monday, 18 January 2021 at 20:48 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 : 1127
Unique Edges : 1317
Edges With Duplicates : 2809
Total Edges : 4126
Number of Edge Types : 5
Retweet : 795
MentionsInRetweet : 1712
Mentions : 1413
Replies to : 159
Tweet : 47
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0304849884526559
Reciprocated Edge Ratio : 0.0591662931420888
Connected Components : 20
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1105
Maximum Edges in a Connected Component : 4102
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.927545
Graph Density : 0.00175807445535941
Modularity : 0.386579
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,127 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, 19 January 2021 at 06:00 UTC.
The requested start date was Tuesday, 19 January 2021 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 13-day, 18-hour, 35-minute period from Tuesday, 05 January 2021 at 02:12 UTC to Monday, 18 January 2021 at 20:48 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:
[109] ibmresearch,ibm [106] ibm,scientists [104] scientists,researchers [104] researchers,received [104] received,patents [104] patents,company [104] company,2020 [104] 2020,marking [104] marking,28 [104] 28,consecutive Top Word Pairs in Tweet in G1:
[89] ibm,scientists [88] scientists,researchers [88] researchers,received [88] received,patents [88] patents,company [88] company,2020 [88] 2020,marking [88] marking,28 [88] 28,consecutive [88] consecutive,years Top Word Pairs in Tweet in G2:
[26] 28,years [23] list,28 [23] years,running [22] artificial,intelligence [19] scientific,thinking [18] world,needs [18] needs,scientific [18] thinking,action [18] action,more [18] more,darío Top Word Pairs in Tweet in G3:
[18] ibmresearch,ibmdata [15] ibmdeveloper,ibmiot [14] ibmwatson,ibmresearch [12] ibmwatsonmedia,ibmwatson [12] ibm,ibmwatsonmedia [11] neetugarg6,ibm [11] ibmdata,ibmcloud [11] ibmcloud,ibmnews [11] ibmnews,ibmdeveloper [10] ibmiot,ibmdesign Top Word Pairs in Tweet in G4:
[62] googleai,ibmresearch [59] ibmresearch,awscloud [57] meetiqm,qutis3 [57] qutis3,googleai [57] awscloud,opensuperq [55] kikesolanophys,meetiqm [35] aryazdi,kikesolanophys [11] qmisanz,kikesolanophys [9] qmisanz,aryazdi [9] quantumverd,aryazdi Top Word Pairs in Tweet in G5:
[37] dario,gil [37] gil,dariogila [37] dariogila,svp [37] director,ibmresearch [36] svp,director [35] ipfconline1,#ces2021 [22] #ces2021,science [22] science,discovery [22] discovery,impact [22] impact,52 Top Word Pairs in Tweet in G6:
[15] 28th,consecutive [15] consecutive,year [14] ibm,leads [14] leads,again [14] again,patents [14] patents,2020 [14] 2020,28th [14] year,leading [14] leading,artificial [14] artificial,intelligence Top Word Pairs in Tweet in G7:
[15] evangelos,eleftheriou [14] eleftheriou,ibmresearch [11] memory,computing [6] keynote,evangelos [6] #hipeac21,nearly [6] nearly,keynotes [6] keynotes,tulika [6] tulika,mitra [6] mitra,nuscomputing [6] nuscomputing,evangelos Top Word Pairs in Tweet in G8:
[18] paid,summer [14] undergrads,work [14] work,world [14] world,class [14] class,research [14] research,facility [14] facility,paid [14] summer,research [14] research,internship [14] internship,designed Top Word Pairs in Tweet in G9:
[18] top,10 [17] work,polygenic [17] polygenic,modification [17] modification,monogenic [17] monogenic,disease [17] disease,risk [17] risk,highlighted [17] highlighted,one [17] one,top [17] 10,advances Top Word Pairs in Tweet in G10:
[9] 360,ai [8] check,fancy [8] fancy,website [8] website,art [8] art,adversarial [8] adversarial,robustness [8] robustness,360 [8] 360,toolbox [8] toolbox,matches [8] matches,ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: