The graph represents a network of 5,009 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, 23 June 2022 at 04:41 UTC.
The requested start date was Thursday, 23 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 2-day, 1-hour, 1-minute period from Monday, 20 June 2022 at 22:59 UTC to Thursday, 23 June 2022 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 : 5009
Unique Edges : 4588
Edges With Duplicates : 14566
Total Edges : 19154
Number of Edge Types : 5
Mentions : 3186
MentionsInRetweet : 7727
Retweet : 5453
Tweet : 2575
Replies to : 213
Self-Loops : 2699
Reciprocated Vertex Pair Ratio : 0.0206198936584101
Reciprocated Edge Ratio : 0.0404066073697586
Connected Components : 1022
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 2847
Maximum Edges in a Connected Component : 15939
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.644641
Graph Density : 0.000313732406269354
Modularity : 0.361204
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,009 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, 23 June 2022 at 04:41 UTC.
The requested start date was Thursday, 23 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 2-day, 1-hour, 1-minute period from Monday, 20 June 2022 at 22:59 UTC to Thursday, 23 June 2022 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:
[1288] artificial,intelligence [954] #iot,#iiot [723] #bigdata,#analytics [481] #javascript,#reactjs [464] #pytorch,#cython [463] #ai,#iot [422] #cython,#rstats [419] #azure,#pytorch [414] #ai,#machinelearning [395] #rstats,#dotnet Top Word Pairs in Tweet in G1:
[116] #bigdata,#analytics [107] #ai,#machinelearning [95] #ai,#iot [91] #iot,#iiot [84] #ai,#ml [76] #datascience,#bigdata [57] #artificialintelligence,#ai [56] #machinelearning,#datascience [47] #artificialintelligence,#machinelearning [46] #iiot,#cx Top Word Pairs in Tweet in G2:
[819] #iot,#iiot [552] #bigdata,#analytics [456] #pytorch,#cython [454] #javascript,#reactjs [414] #cython,#rstats [411] #azure,#pytorch [387] #rstats,#dotnet [352] #roblox,#iot [351] #python,#roblox [340] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[317] artificial,intelligence [154] using,artificial [150] irs,chatbot [150] chatbot,news [150] news,first [150] first,time [150] time,160 [150] 160,years [150] years,agency [150] agency,successfully Top Word Pairs in Tweet in G4:
[74] artificial,intelligence [48] #deeplearning,#ai [47] #ai,#automated [34] #ai,#artificialintelligence [28] hasdid,#deeplearning [24] ideaiupc,la_upc [22] #ai,#ml [20] using,#ai [19] #ai,#aiart [19] #machinelearning,#ai Top Word Pairs in Tweet in G5:
[214] artificial,intelligence [79] #ai,#ml [78] #ml,#dl [32] machine,learning [21] tweeted,articles [21] articles,today [17] #ai,#artificialintelligence [17] read,articles [14] 問題の本質は私もここだと思う,人間を模倣できる高度なマシンをつくり出す準備が十分に整い [14] 人間を模倣できる高度なマシンをつくり出す準備が十分に整い,大手テック企業がそのマシンを深刻な非倫理的方法で利用できること Top Word Pairs in Tweet in G6:
[53] 800,free [53] free,#computerscience [53] #computerscience,classes [53] classes,take [53] take,online [53] online,right [53] right,video [53] video,lectures [53] lectures,#bigdata [51] kirkdborne,800 Top Word Pairs in Tweet in G7:
[35] #ai,#ml [35] elev,angle [20] private,trading [20] trading,assistant [20] assistant,#ai [20] #ai,look [18] artificial,intelligence [18] choose,coin [18] coin,expert [18] expert,#crypto Top Word Pairs in Tweet in G8:
[16] artificial,intelligence [12] #ai,#ml [12] #ai,#intoainews [8] responsible,ai [8] ai,standard [6] #seo,#google [6] we've,published [6] published,responsible [6] standard,operationalizes [6] operationalizes,#microsoft's Top Word Pairs in Tweet in G9:
[17] #artificialintelligence,#ai [17] artificial,intelligence [9] #bigdata,#analytics [8] #ai,#machinelearning [7] #machinelearning,#ai [7] #machinelearning,#datascience [7] data,science [6] #ai,#python [6] #deeplearning,#iot [6] #machinelearning,#python Top Word Pairs in Tweet in G10:
[77] artificial,intelligence [59] advanced,video [59] video,editing [59] editing,applications [59] applications,artificial [59] intelligence,issue [59] issue,separate [59] separate,videos [59] videos,social [58] tansuyegen,advanced Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: