The graph represents a network of 1,158 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, 24 May 2022 at 05:16 UTC.
The requested start date was Tuesday, 24 May 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, 18-hour, 53-minute period from Tuesday, 10 May 2022 at 00:31 UTC to Monday, 23 May 2022 at 19:24 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 : 1158
Unique Edges : 1621
Edges With Duplicates : 2169
Total Edges : 3790
Number of Edge Types : 5
Retweet : 647
MentionsInRetweet : 1396
Mentions : 1519
Replies to : 182
Tweet : 46
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0.0454742312689476
Reciprocated Edge Ratio : 0.0869925434962718
Connected Components : 23
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1132
Maximum Edges in a Connected Component : 3761
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.110075
Graph Density : 0.00180175338817709
Modularity : 0.463624
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,158 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, 24 May 2022 at 05:16 UTC.
The requested start date was Tuesday, 24 May 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, 18-hour, 53-minute period from Tuesday, 10 May 2022 at 00:31 UTC to Monday, 23 May 2022 at 19:24 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:
[110] ibm,quantum [77] quantum,computing [72] ibm,research [60] check,ibm [60] research,helped [60] helped,3rd [60] 3rd,reich [60] reich,more [60] more,efficient [60] efficient,genocide Top Word Pairs in Tweet in G1:
[74] ibm,quantum [42] quantum,computing [39] quantum,building [39] building,future [39] future,computing [39] computing,extended [39] extended,quantum [39] quantum,roadmap [39] roadmap,shows [39] shows,intend Top Word Pairs in Tweet in G2:
[28] ibmresearch,zurich [27] team,ibmresearch [27] teodorolaino,ibmresearch [26] master,student [26] student,fancy [26] fancy,thesis [26] thesis,digital [26] digital,chemistry [26] chemistry,applied [26] applied,catalysis Top Word Pairs in Tweet in G3:
[18] ibm,quantum [13] ibmresearch,introduces [13] introduces,semantic [13] semantic,data [13] data,science [13] science,sds [13] sds,intelligent [13] intelligent,automation [13] automation,system [13] system,created Top Word Pairs in Tweet in G4:
[7] kavericamire,johnmario87 [5] johnmario87,voguemagazine [5] voguemagazine,ginnirometty [5] arvindkrishna,ibmresearch [4] ginnirometty,harrietgreen1 [4] iiiiiiiii,jmm [4] jmm,iiiiiiiii [4] terriirwin,dr_jane_goodall [3] bradleypitt37,arvindkrishna [3] kavericamire,voguemagazine Top Word Pairs in Tweet in G5:
[8] mcwm,ibmresearch [7] ibmresearch,quantum [7] quantum,computing [7] development,roadmap [7] wrapping,great [7] great,#artificialintelligence [7] #artificialintelligence,day [7] day,lifeatpurdue [7] lifeatpurdue,techdiplomacy [7] techdiplomacy,program Top Word Pairs in Tweet in G6:
[59] check,ibm [59] ibm,research [59] research,helped [59] helped,3rd [59] 3rd,reich [59] reich,more [59] more,efficient [59] efficient,genocide [59] genocide,ve [59] ve,doing Top Word Pairs in Tweet in G7:
[22] ml,research [22] research,week [22] week,deepmind [22] deepmind,generalist [22] generalist,agent [22] agent,ibmresearch [22] ibmresearch,foundation [22] foundation,models [22] models,googleai [22] googleai,chain Top Word Pairs in Tweet in G8:
[13] pregiudizi,dell [13] dell,intelligenza [13] intelligenza,artificiale [13] artificiale,inclusione [13] inclusione,nei [13] nei,team [13] team,dell [13] dell,mestieri [13] mestieri,futuro [13] futuro,frossi_t Top Word Pairs in Tweet in G9:
[4] skin,natural [3] using,power [3] power,supercomputing [3] supercomputing,modelling [3] modelling,simulation [3] simulation,increase [3] increase,skin [3] natural,line [3] line,defence [3] speaker,submissions Top Word Pairs in Tweet in G10:
[7] quantum,computing [5] quantum,computer [5] msftresearch,qiskit [4] #isco2022,spring [4] spring,school [4] school,kicked [4] kicked,learning [4] learning,#quantum [4] #quantum,#computing [4] #computing,#optimization Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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