The graph represents a network of 939 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, 16 November 2021 at 06:09 UTC.
The requested start date was Tuesday, 16 November 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, 22-hour, 43-minute period from Tuesday, 02 November 2021 at 01:14 UTC to Monday, 15 November 2021 at 23:58 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 : 939
Unique Edges : 1215
Edges With Duplicates : 2352
Total Edges : 3567
Number of Edge Types : 5
Retweet : 485
MentionsInRetweet : 1070
Replies to : 134
Tweet : 32
Mentions : 1846
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0408614025400331
Reciprocated Edge Ratio : 0.0785145888594165
Connected Components : 13
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 920
Maximum Edges in a Connected Component : 3539
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.069335
Graph Density : 0.00214014364507903
Modularity : 0.38675
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 939 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, 16 November 2021 at 06:09 UTC.
The requested start date was Tuesday, 16 November 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, 22-hour, 43-minute period from Tuesday, 02 November 2021 at 01:14 UTC to Monday, 15 November 2021 at 23:58 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:
[64] ibm,research [34] ibmresearch,ibm [32] ncicancerbio,ibmresearch [29] learn,more [28] quantum,computer [27] diels,alder [25] ibmresearch,dublin [23] december,1st [23] 1st,2021 [23] ibm,ibmresearch Top Word Pairs in Tweet in G1:
[32] ncicancerbio,ibmresearch [25] ibm,research [22] #combotherapies4cancer,#ideaslab [21] quantum,computer [21] ibmresearch,#combotherapies4cancer [19] uses,quantum [19] attend,ncicancerbio [18] measure,speed [18] learn,more [18] back,halloween Top Word Pairs in Tweet in G2:
[12] ibmresearch,ibm [11] ibmresearch,ibmdata [10] quantum,art [9] ibm,ibmwatson [9] environmental,intelligence [9] intelligence,suite [9] suite,integrates [9] integrates,#ai [9] #ai,environmental [9] environmental,climate Top Word Pairs in Tweet in G3:
[15] looking,forward [15] forward,team [15] team,showing [15] showing,news [15] news,tomorrow [15] tomorrow,hardware [15] hardware,software [15] software,ecosystem [15] ecosystem,development [15] development,ibm Top Word Pairs in Tweet in G4:
[18] arvindkrishna,ibmresearch [17] ginnirometty,arvindkrishna [14] bindiirwin,robertirwin [11] kavericamire,burncard53 [10] ginnirometty,ibmresearch [9] voguemagazine,bindiirwin [9] voguemagazine,arvindkrishna [8] #wow,rated [8] rated,research [8] burncard53,voguemagazine Top Word Pairs in Tweet in G5:
[23] december,1st [23] 1st,2021 [19] organic,chemist [19] chemist,postdoc [19] postdoc,phd [19] phd,passion [19] passion,ml [19] ml,automation [19] automation,apply [18] teodorolaino,organic Top Word Pairs in Tweet in G6:
[14] ibm,ibmresearch [8] scalibbdp,samsung [8] samsung,amd [8] amd,arm [8] arm,qualcomm [8] qualcomm,dell [8] dell,nvidia [8] nvidia,nvidiageforce [8] nvidiageforce,intel [8] intel,asus Top Word Pairs in Tweet in G7:
[27] diels,alder [21] depena33,dolorespmeiras [20] ibmresearch,depena33 [19] alder,reaction [19] springfetopen,ciqususc [19] ciqususc,ibmresearch [18] surface,diels [18] reaction,pena [18] pena,springfetopen [18] dolorespmeiras,#openaccess Top Word Pairs in Tweet in G8:
[11] pre,doc [11] 10,years [11] years,ibmresearch [10] ibmresearch,dublin [9] delighted,celebrate [9] celebrate,ibm [9] ibm,trinity [9] trinity,pre [9] doc,fellowships [9] fellowships,week Top Word Pairs in Tweet in G9:
[2] big,thanks [2] thanks,partners [2] partners,made [2] made,possible [2] possible,iitalk [2] iitalk,petrozzagroup [2] petrozzagroup,polimi [2] polimi,uninait [2] uninait,liu_universitet [2] liu_universitet,uv_eg Top Word Pairs in Tweet in G10:
[9] 10,year [9] year,anniversary [7] published,open [7] open,access [7] access,digital [7] digital,surgery [7] surgery,gastroenterological [7] gastroenterological,disease [6] matersurgery,published [5] ibmresearch,10 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: