The graph represents a network of 4,859 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, 19 May 2022 at 04:39 UTC.
The requested start date was Thursday, 19 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 2-day, 1-hour, 24-minute period from Monday, 16 May 2022 at 22:36 UTC to Thursday, 19 May 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 : 4859
Unique Edges : 5251
Edges With Duplicates : 15034
Total Edges : 20285
Number of Edge Types : 5
MentionsInRetweet : 8221
Replies to : 251
Mentions : 3887
Retweet : 5631
Tweet : 2295
Self-Loops : 2444
Reciprocated Vertex Pair Ratio : 0.0213036934120644
Reciprocated Edge Ratio : 0.0417186260061218
Connected Components : 821
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 3056
Maximum Edges in a Connected Component : 17567
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.457722
Graph Density : 0.000373691666120879
Modularity : 0.353902
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,859 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, 19 May 2022 at 04:39 UTC.
The requested start date was Thursday, 19 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 2-day, 1-hour, 24-minute period from Monday, 16 May 2022 at 22:36 UTC to Thursday, 19 May 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:
[1298] #iot,#iiot [1112] artificial,intelligence [757] #javascript,#reactjs [751] #iiot,#pytorch [678] #bigdata,#analytics [656] #ai,#machinelearning [602] #datascience,#ai [559] #analytics,#datascience [551] #reactjs,#wordpress [540] #python,#iot Top Word Pairs in Tweet in G1:
[140] #bigdata,#analytics [129] #ai,#machinelearning [104] #datascience,#ai [103] #iot,#iiot [99] #analytics,#datascience [67] #machinelearning,#ai [66] #ai,#ml [61] #ai,#iot [56] #artificialintelligence,#machinelearning [55] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[1162] #iot,#iiot [725] #javascript,#reactjs [688] #iiot,#pytorch [538] #reactjs,#wordpress [524] #python,#iot [493] #bigdata,#analytics [487] #wordpress,#security [451] #datascience,#ai [441] #security,#defi [430] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[238] artificial,intelligence [119] #ai,#ml [75] #ai,#artificialintelligence [69] machine,learning [67] #ml,#dl [54] #onpassive,#ofounders [46] #gofounders,#business [43] #business,#ai [43] #artificialintelligence,#technology [29] gt,gt Top Word Pairs in Tweet in G4:
[186] artificial,intelligence [41] intelligence,ai [19] #cloudnews,#クラウド [16] #クラウド,#ai [15] need,know [15] know,before [14] value,comes [14] comes,implementing [14] implementing,ai [14] ai,affect Top Word Pairs in Tweet in G5:
[37] #ai,#ml [35] using,#ai [33] artificial,intelligence [29] #ai,#cryptosignals [29] #cryptosignals,#inversosignals [24] #ai,look [24] #inversosignals,#cryptotwitter [22] private,trading [22] trading,assistant [22] assistant,#ai Top Word Pairs in Tweet in G6:
[9] guide,#metaverse [7] kirkdborne,banker [7] banker,guide [7] #metaverse,jimmarous [7] jimmarous,#ar [7] #ar,#vr [7] #vr,#web3 [7] #web3,#blockchain [7] #blockchain,#crypto [7] #crypto,#defi Top Word Pairs in Tweet in G7:
[2] kenweston,audreydesisto [2] audreydesisto,treasadovander [2] treasadovander,shoutmgb [2] shoutmgb,indra_bartona [2] indra_bartona,jsscope [2] jsscope,voice4silent [2] voice4silent,ashpauls [2] ashpauls,rickcosta [2] #datascibowl,nodexl [2] nodexl,chidambara09 Top Word Pairs in Tweet in G8:
[45] stephen,colbert [45] colbert,afraid [45] afraid,artificial [45] artificial,intelligence [45] intelligence,taking [45] taking,over [45] over,ricky [45] ricky,gervais [45] gervais,love [45] love,intelligence Top Word Pairs in Tweet in G9:
[32] #ai,#artificialintelligence [30] artificial,intelligence [13] #artificialintelligence,#ai [13] #machinelearning,#ai [9] #ml,#machinelearning [8] #aiethics,#machinelearning [8] #ai,#python [7] machine,learning [7] #artificialintelligence,#machinelearning [6] #ai,#machinelearning Top Word Pairs in Tweet in G10:
[23] human,level [19] artificial,intelligence [13] deepmind,close [13] close,achieving [13] achieving,human [10] google's,deepmind [10] level,ai [10] level,artificial [8] assume,surveyed [8] surveyed,consequences Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: