The graph represents a network of 773 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, 21 June 2022 at 05:15 UTC.
The requested start date was Tuesday, 21 June 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, 23-hour, 3-minute period from Tuesday, 07 June 2022 at 00:54 UTC to Monday, 20 June 2022 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 : 773
Unique Edges : 1076
Edges With Duplicates : 1397
Total Edges : 2473
Number of Edge Types : 5
Mentions : 1334
Replies to : 164
Retweet : 274
MentionsInRetweet : 677
Tweet : 24
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0434782608695652
Reciprocated Edge Ratio : 0.0833333333333333
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 752
Maximum Edges in a Connected Component : 2445
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.155713
Graph Density : 0.00261413374980729
Modularity : 0.495849
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 773 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, 21 June 2022 at 05:15 UTC.
The requested start date was Tuesday, 21 June 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, 23-hour, 3-minute period from Tuesday, 07 June 2022 at 00:54 UTC to Monday, 20 June 2022 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:
[40] 17,years [38] learn,more [37] takes,17 [36] according,larajehimd [36] larajehimd,takes [36] years,make [36] make,scientific [36] scientific,solutions [36] solutions,accessible [36] accessible,outside Top Word Pairs in Tweet in G1:
[38] 17,years [36] learn,more [35] takes,17 [34] according,larajehimd [34] larajehimd,takes [34] years,make [34] make,scientific [34] scientific,solutions [34] solutions,accessible [34] accessible,outside Top Word Pairs in Tweet in G2:
[13] ibmresearch,ibm [9] ibm,ibmresearch [6] ibmdeveloper,ibmblockchain [6] ibmblockchain,ibmresearch [6] ibm,ibm_es [6] ibm_es,maersk [6] maersk,maerskpa [6] maerskpa,#thomassproat [6] #thomassproat,james_l_j [6] james_l_j,please Top Word Pairs in Tweet in G3:
[22] excited,share [22] share,#facct2022 [22] #facct2022,paper [22] paper,exploring [22] exploring,machine [22] machine,learning [22] learning,ml [22] ml,practitioners [22] practitioners,learn [22] learn,actually Top Word Pairs in Tweet in G4:
[22] acvaucher,teodorolaino [19] go,again [19] again,passionate [19] passionate,accelerating [19] accelerating,discovery [19] discovery,chemistry [19] chemistry,ai [19] ai,automation [19] automation,cloud [18] teodorolaino,go Top Word Pairs in Tweet in G5:
[9] ginnirometty,arvindkrishna [7] arvindkrishna,ibmresearch [6] kavericamire,johnmario87 [4] voguemagazine,bradleypitt37 [4] bradleypitt37,joebiden [4] joebiden,barackobama [4] voguemagazine,kavericamire [4] johnmario87,ibmresearch [4] bradleypitt37,shijoliepitt [4] shijoliepitt,joebiden Top Word Pairs in Tweet in G6:
[4] anotherstupidsu,regular341 [4] regular341,quinterocalle [4] quinterocalle,innpulsacol [4] innpulsacol,sergio_fajardo [4] sergio_fajardo,ivanduque [4] ivanduque,juandiegoarbel5 [4] juandiegoarbel5,elonmusk [4] elonmusk,bbcworld [3] aabuitrago,anotherstupidsu Top Word Pairs in Tweet in G7:
[8] best,booth [8] booth,award [6] mcamalta,fbk_research [6] fbk_research,comunicaredigit [6] nextworkssrl,umu [5] yesterday,eucnc [5] eucnc,5gzorro [5] 5gzorro,team [5] team,includes [5] includes,i2cat Top Word Pairs in Tweet in G8:
[10] uniofoxford,ibmresearch [8] looking,forward [7] forward,2nd [7] 2nd,oxford [7] oxford,ibm [7] ibm,research [7] research,alliance [7] alliance,event [7] event,june [7] june,13th Top Word Pairs in Tweet in G9:
[8] reppaultonko,businessnys [8] businessnys,ibmresearch [8] ibmresearch,suny [7] join,asic [7] asic,reppaultonko [7] suny,others [7] others,discussion [7] discussion,state [5] friday,join [5] #weekinreview,#ai Top Word Pairs in Tweet in G10:
[7] designeid,mscactions [4] happy,share [4] share,latest [4] latest,video [4] video,show [4] show,work [4] work,#esr [4] #esr,enricobrugno [4] enricobrugno,ibmresearch [4] very,nice Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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