The graph represents a network of 5,314 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, 27 May 2021 at 04:58 UTC.
The requested start date was Thursday, 27 May 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, 59-minute period from Monday, 24 May 2021 at 23:01 UTC to Thursday, 27 May 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 : 5314
Unique Edges : 6130
Edges With Duplicates : 14477
Total Edges : 20607
Number of Edge Types : 5
Retweet : 5491
MentionsInRetweet : 8070
Mentions : 4606
Tweet : 2273
Replies to : 167
Self-Loops : 2453
Reciprocated Vertex Pair Ratio : 0.0217992343683539
Reciprocated Edge Ratio : 0.0426683317722968
Connected Components : 851
Single-Vertex Connected Components : 411
Maximum Vertices in a Connected Component : 3478
Maximum Edges in a Connected Component : 18185
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.04877
Graph Density : 0.000340343003693301
Modularity : 0.374447
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,314 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, 27 May 2021 at 04:58 UTC.
The requested start date was Thursday, 27 May 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, 59-minute period from Monday, 24 May 2021 at 23:01 UTC to Thursday, 27 May 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:
[1380] artificial,intelligence [610] #ai,#machinelearning [585] #datascience,#ai [543] #bigdata,#analytics [529] #analytics,#datascience [484] #iot,#iiot [425] #ai,#ml [339] machine,learning [327] #machinelearning,#iot [266] #ai,#iot Top Word Pairs in Tweet in G1:
[135] artificial,intelligence [105] #ai,#machinelearning [57] #ai,#iot [52] #ai,#artificialintelligence [52] #machinelearning,#deeplearning [51] #artificialintelligence,#machinelearning [42] #ai,#datascience [40] #ai,#ml [36] #iot,#iiot [32] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[496] #datascience,#ai [484] #bigdata,#analytics [474] #analytics,#datascience [419] #iot,#iiot [389] #ai,#machinelearning [291] #machinelearning,#iot [241] #iiot,#python [237] #ai,#ml [217] #python,#rstats [172] artificial,intelligence Top Word Pairs in Tweet in G3:
[71] artificial,intelligence [40] #ai,#ml [40] machine,learning [36] #ai,#artificialintelligence [34] #bigdata,#ai [32] #ai,#machinelearning [32] #datascience,#bigdata [26] making,future [26] future,fighter [24] #datascience,#ai Top Word Pairs in Tweet in G4:
[179] artificial,intelligence [18] machine,learning [9] #ai,inside [8] intelligence,ai [8] #ai,#machinelearning [8] smart,coffee [8] coffee,machines [8] machines,personalized [8] personalized,menu [8] menu,suggestions Top Word Pairs in Tweet in G5:
[42] using,#ai [38] #ai,#cryptosignals [38] #cryptosignals,#inversosignals [34] artificial,intelligence [33] inversosignals,bought [33] btc,using [29] #ai,#ml [26] #ai,#machinelearning [22] ai,#ai [22] #cloudnews,#クラウド Top Word Pairs in Tweet in G6:
[88] artificial,intelligence [52] #ai,#iot [49] #ai,#artificialintelligence [24] learn,more [23] read,more [23] #ai,#ml [22] #ai,#machinelearning [22] more,#ai [19] #ai,#bigdata [18] #machinelearning,#deeplearning Top Word Pairs in Tweet in G7:
[312] artificial,intelligence [30] machine,learning [22] #ai,#ml [17] #ai,#intoainews [16] #ml,#dl [15] intelligence,ai [13] use,artificial [13] intelligence,tool [12] read,article [11] intelligence,machine Top Word Pairs in Tweet in G8:
[4] artificial,intelligence [4] bulliescampaign,thepeopleshubuk [4] psychmh,tracyboylin [4] tracyboylin,petejacksongmp [4] morimahmoudi,academicparity [3] braincures,ajackiehunter [2] jimmarous,alexbratton [2] alexbratton,jowyang [2] jowyang,sallyeaves [2] sallyeaves,spirosmargaris Top Word Pairs in Tweet in G9:
[17] artificial,intelligence [12] #iot,#sustainability [11] #sustainability,#ai [11] #ai,#5g [10] #cloud,#edge [8] carestream,health [8] health,leading [8] leading,global [8] global,provider [8] provider,medical Top Word Pairs in Tweet in G10:
[36] artificial,intelligence [10] aim,one [10] one,first [10] first,countries [10] countries,possess [10] possess,ucavs [10] ucavs,controlled [10] controlled,artificial [9] trpresidency,aim [7] russia,begun Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: