The graph represents a network of 1,086 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, 26 January 2021 at 06:00 UTC.
The requested start date was Tuesday, 26 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 10-day, 19-hour, 0-minute period from Tuesday, 12 January 2021 at 08:29 UTC to Saturday, 23 January 2021 at 03:29 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 : 1086
Unique Edges : 1196
Edges With Duplicates : 2881
Total Edges : 4077
Number of Edge Types : 5
Mentions : 1154
Replies to : 146
Retweet : 928
MentionsInRetweet : 1806
Tweet : 43
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0381315538608198
Reciprocated Edge Ratio : 0.0734618916437098
Connected Components : 19
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1068
Maximum Edges in a Connected Component : 4059
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.867909
Graph Density : 0.00184841001094788
Modularity : 0.358307
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,086 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, 26 January 2021 at 06:00 UTC.
The requested start date was Tuesday, 26 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 10-day, 19-hour, 0-minute period from Tuesday, 12 January 2021 at 08:29 UTC to Saturday, 23 January 2021 at 03:29 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:
[138] ibmresearch,ibm [116] ibm,scientists [116] scientists,researchers [116] researchers,received [116] marking,28 [116] 28,consecutive [114] consecutive,years [113] received,patents [113] patents,company [113] company,2020 Top Word Pairs in Tweet in G1:
[85] ibm,scientists [85] scientists,researchers [85] researchers,received [85] received,patents [85] patents,company [85] company,2020 [85] 2020,marking [85] marking,28 [85] 28,consecutive [85] consecutive,years Top Word Pairs in Tweet in G2:
[29] quantum,computing [27] ibmresearch,ibm [23] qubitbyqubit,ibmresearch [16] joined,week [16] week,jeffwelser [16] jeffwelser,ibmresearch [16] ibmresearch,chat [16] chat,ibm's [16] ibm's,collaborative [16] collaborative,efforts Top Word Pairs in Tweet in G3:
[37] awesome,ibm [37] ibm,using [37] using,light [37] light,electricity [37] electricity,develop [37] develop,mega [37] mega,fast [37] fast,computing [37] computing,future [37] future,ibmresearch Top Word Pairs in Tweet in G4:
[21] scientific,thinking [21] 28,years [20] world,needs [20] needs,scientific [20] thinking,action [20] action,more [20] more,darío [20] darío,gil [20] gil,svp [20] svp,director Top Word Pairs in Tweet in G5:
[25] postdoc,position [25] position,enabling [25] enabling,quantum [25] quantum,chemistry [25] chemistry,quantum [25] quantum,computer [25] computer,chalmersuniv [25] chalmersuniv,exciting [25] exciting,project [25] project,collab Top Word Pairs in Tweet in G6:
[15] 28th,consecutive [15] consecutive,year [15] proud,moment [15] moment,ibmer [15] ibmer,congratulations [15] congratulations,inventors [15] inventors,ibm_in [15] ibm_in,continued [15] continued,commitment [14] ibm,leads Top Word Pairs in Tweet in G7:
[47] paid,summer [25] apsphysics,undergrads [16] aps,ibmresearch [15] undergrads,looking [15] looking,paid [15] summer,work [15] work,aps [15] ibmresearch,accepting [15] accepting,applications [15] applications,paid Top Word Pairs in Tweet in G8:
[17] memory,computing [11] evangelos,eleftheriou [10] eleftheriou,ibmresearch [6] hipeac,keynote [6] keynote,memory [6] computing,steps [6] steps,closer [6] closer,practical [6] practical,reality [6] reality,#hpc Top Word Pairs in Tweet in G9:
[59] 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 G10:
[11] 360,ai [10] check,fancy [10] fancy,website [10] website,art [10] art,adversarial [10] adversarial,robustness [10] robustness,360 [10] 360,toolbox [10] toolbox,matches [10] matches,ai 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: