The graph represents a network of 1,105 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, 14 December 2021 at 06:18 UTC.
The requested start date was Tuesday, 14 December 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, 17-hour, 59-minute period from Tuesday, 30 November 2021 at 03:42 UTC to Monday, 13 December 2021 at 21:41 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 : 1105
Unique Edges : 1940
Edges With Duplicates : 3142
Total Edges : 5082
Number of Edge Types : 5
Retweet : 682
MentionsInRetweet : 1988
Mentions : 2150
Replies to : 234
Tweet : 28
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0441988950276243
Reciprocated Edge Ratio : 0.0846560846560847
Connected Components : 11
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 1093
Maximum Edges in a Connected Component : 5068
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.95898
Graph Density : 0.00232392288018886
Modularity : 0.403402
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,105 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, 14 December 2021 at 06:18 UTC.
The requested start date was Tuesday, 14 December 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, 17-hour, 59-minute period from Tuesday, 30 November 2021 at 03:42 UTC to Monday, 13 December 2021 at 21:41 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:
[132] helsinkiuni,aaltouniversity [132] aaltouniversity,uniturku [131] uniturku,ibmresearch [130] algorithm,developed [130] developed,team [130] team,researchers [130] researchers,helsinkiuni [130] ibmresearch,speed [129] omkar_raii,algorithm [84] ibm,research Top Word Pairs in Tweet in G1:
[32] ancoar,ibmresearch [30] phd,students [26] internships,phd [26] students,ibmresearch [26] ibmresearch,strong [26] strong,math [26] math,software [26] software,engineering [26] engineering,skills [26] skills,interested Top Word Pairs in Tweet in G2:
[131] helsinkiuni,aaltouniversity [131] aaltouniversity,uniturku [131] uniturku,ibmresearch [130] algorithm,developed [130] developed,team [130] team,researchers [130] researchers,helsinkiuni [130] ibmresearch,speed [129] omkar_raii,algorithm [9] sona_najafi,ibmresearch Top Word Pairs in Tweet in G3:
[31] ibm,research [29] outstanding,body [29] body,work [29] work,ibm [29] research,featured [29] featured,neurips2021 [29] neurips2021,nearly [29] nearly,90 [29] 90,accepted [29] accepted,papers Top Word Pairs in Tweet in G4:
[43] ibm's,recent [43] recent,announcement [43] announcement,127 [43] 127,qubit [43] qubit,quantum [43] quantum,eagle [43] eagle,processor [43] processor,important [42] ibmnews,ibm's [42] lizlum,howardboville Top Word Pairs in Tweet in G5:
[7] i_leak_vn,leakerapple [7] leakerapple,samsung [7] samsung,intel [7] intel,lgus [7] lgus,huawei [7] huawei,ibmresearch [7] ibmresearch,qualcomm [7] qualcomm,baiduresearch [7] baiduresearch,abhishekchandu_ [6] shadow_leak,i_leak_vn Top Word Pairs in Tweet in G6:
[25] ibm,research [24] rxn,chemistry [17] thiemechemistry,ibmresearch [16] congratulations,rxn [16] chemistry,project [16] project,team [16] team,ibm [16] research,zurich [16] zurich,ibmresearch [16] ibmresearch,winning Top Word Pairs in Tweet in G7:
[2] voguemagazine,ginnirometty [2] galgadot,ginnirometty [2] ginnirometty,ibmresearch Top Word Pairs in Tweet in G8:
[31] ibmresearch,microsoft [21] ibm,ibmresearch [21] nasa,nasaames [18] microsoft,nasa [18] nasaames,nasajpl [18] nasajpl,wipo [17] hpe,ibmresearch [17] heycisco,ibm [16] cooleyllp,fbi [16] fbi,heycisco Top Word Pairs in Tweet in G9:
[3] poema_h2020,#industrial [3] #industrial,#workshop [3] #workshop,happen [3] happen,13 [3] 13,17 [3] 17,december [3] december,inria_sophia [3] inria_sophia,talks [3] talks,experts [3] experts,inria_sophia 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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