The graph represents a network of 3,901 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 04:57 UTC.
The requested start date was Thursday, 16 September 2021 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 2-day, 0-hour, 37-minute period from Monday, 13 September 2021 at 23:23 UTC to Thursday, 16 September 2021 at 00:01 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 : 3901
Unique Edges : 4310
Edges With Duplicates : 15127
Total Edges : 19437
Number of Edge Types : 5
Tweet : 1981
Mentions : 2796
Retweet : 6353
MentionsInRetweet : 8141
Replies to : 166
Self-Loops : 2063
Reciprocated Vertex Pair Ratio : 0.0172153807489319
Reciprocated Edge Ratio : 0.0338480543545398
Connected Components : 484
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 2748
Maximum Edges in a Connected Component : 17904
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.075866
Graph Density : 0.000532079217031793
Modularity : 0.343733
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,901 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 04:57 UTC.
The requested start date was Thursday, 16 September 2021 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 2-day, 0-hour, 37-minute period from Monday, 13 September 2021 at 23:23 UTC to Thursday, 16 September 2021 at 00:01 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 : (Artificial Intelligence) OR #AI
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:
[1989] artificial,intelligence [866] #machinelearning,#bigdata [606] #bigdata,#datascience [604] #pytorch,#python [592] #ai,#datascience [577] #datascience,#ai [539] #python,#tensorflow [527] #dataanalytics,#machinelearning [522] #datascience,#pytorch [474] #artificialintelligence,#ai Top Word Pairs in Tweet in G1:
[46] #ai,#machinelearning [45] artificial,intelligence [24] #ai,#ml [18] #machinelearning,#deeplearning [17] #ai,#artificialintelligence [17] #ai,#aiio [17] #aiio,#bigdata [16] 2021,09 [16] #bigdata,#ml [16] #ai,#5g Top Word Pairs in Tweet in G2:
[249] artificial,intelligence [87] #ai,#artificialintelligence [66] #ai,#ml [46] machine,learning [41] #datascience,#ai [39] #artificialintelligence,#ai [39] #github,#nodejs [36] #nodejs,#cybersecurity [36] using,#ai [35] found,youtube Top Word Pairs in Tweet in G3:
[816] #machinelearning,#bigdata [751] artificial,intelligence [566] #pytorch,#python [564] #ai,#datascience [563] #bigdata,#datascience [518] #datascience,#ai [503] #python,#tensorflow [498] #dataanalytics,#machinelearning [493] #datascience,#pytorch [420] #tensorflow,#javascript Top Word Pairs in Tweet in G4:
[513] artificial,intelligence [42] machine,learning [26] computer,code [24] color,star [22] write,computer [22] code,good [22] good,news [22] news,humans [21] intelligence,ai [20] #ai,#intoainews Top Word Pairs in Tweet in G5:
[90] artificial,intelligence [9] #ai,#ml [7] advances,aging [7] aging,research [7] research,help [7] help,overcome [7] overcome,mid [7] mid,life [7] life,crisis [7] crisis,#ai Top Word Pairs in Tweet in G6:
[54] artificial,intelligence [49] join,ama [49] ama,flourishingai [49] flourishingai,find [49] find,more [49] more,leverage [49] leverage,artificial [49] intelligence,empower [48] venusqueen19,join [48] empower,bet Top Word Pairs in Tweet in G7:
[31] artificial,intelligence [18] human,rights [15] pushed,moratorium [15] moratorium,uses [15] uses,artificial [15] intelligence,infringe [15] infringe,human [14] washingtonpost,pushed [12] mean,understand [12] understand,something Top Word Pairs in Tweet in G8:
[14] #ai,#ml [10] artificial,intelligence [10] #ml,#dl [7] #dl,#nlp [6] ronald_vanloon,rethinking [6] rethinking,#artificialintelligence [6] #artificialintelligence,feminism [6] feminism,carolinesinders [6] carolinesinders,cccblab [6] cccblab,go Top Word Pairs in Tweet in G9:
[6] artificial,intelligence [4] another,milestone [4] milestone,'prediction [4] 'prediction,chemical [4] chemical,reaction [4] reaction,yields [4] yields,using [4] using,#deeplearning' [4] #deeplearning',pschwllr [4] pschwllr,acvaucher Top Word Pairs in Tweet in G10:
[5] inteligencia,artificial [3] útil,completo [3] completo,recién [3] recién,salido [3] salido,agendacaf [3] agendacaf,aporta [3] aporta,#experienciaia [3] #experienciaia,informe [3] informe,#ai [3] #ai,regional Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: