The graph represents a network of 5,225 Twitter users whose recent tweets contained "#ArtificialIntelligence", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 09 January 2021 at 19:59 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 59-minute period from Friday, 08 January 2021 at 07:37 UTC to Saturday, 09 January 2021 at 17:37 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 : 5225
Unique Edges : 21669
Edges With Duplicates : 21983
Total Edges : 43652
Number of Edge Types : 5
Retweet : 14891
MentionsInRetweet : 21130
Mentions : 3904
Tweet : 3359
Replies to : 368
Self-Loops : 3619
Reciprocated Vertex Pair Ratio : 0.0162775338953421
Reciprocated Edge Ratio : 0.0320336391437309
Connected Components : 388
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 4564
Maximum Edges in a Connected Component : 42922
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.320025
Graph Density : 0.000958403247433634
Modularity : 0.322276
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,225 Twitter users whose recent tweets contained "#ArtificialIntelligence", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 09 January 2021 at 19:59 UTC.
The tweets in the network were tweeted over the 1-day, 9-hour, 59-minute period from Friday, 08 January 2021 at 07:37 UTC to Saturday, 09 January 2021 at 17:37 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 : TwitterSearch
Graph Term : #ArtificialIntelligence
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:
[4003] artificial,intelligence [2723] #artificialintelligence,#ai [2345] #ai,#artificialintelligence [1950] #artificialintelligence,#machinelearning [1366] machine,learning [1228] #machinelearning,#artificialintelligence [1080] #datascience,#machinelearning [992] #ai,#machinelearning [977] #machinelearning,#deeplearning [879] #machinelearning,#ml Top Word Pairs in Tweet in G1:
[2103] artificial,intelligence [1574] #artificialintelligence,#ai [1132] machine,learning [1072] #artificialintelligence,#machinelearning [974] #ai,#artificialintelligence [896] #datascience,#machinelearning [845] #machinelearning,#artificialintelligence [709] #ml,#artificialintelligence [701] #machinelearning,#ml [669] #100daysofcode,#iot Top Word Pairs in Tweet in G2:
[1007] artificial,intelligence [449] #ai,#artificialintelligence [356] #artificialintelligence,#ai [211] #artificialintelligence,#machinelearning [103] #artificialintelligence,#finperform [92] #ai,#datascience [86] #machinelearning,#deeplearning [86] #datascience,#machinelearning [85] #ai,#machinelearning [83] intelligence,ai Top Word Pairs in Tweet in G3:
[429] #artificialintelligence,#machinelearning [380] #artificialintelligence,#ai [290] #ai,#artificialintelligence [286] #machinelearning,#deeplearning [235] artificial,intelligence [223] #bigdata,#artificialintelligence [208] #artificialintelligence,#cybersecurity [171] #ai,#iot [168] #ai,#machinelearning [164] #artificialintelligence,#ml Top Word Pairs in Tweet in G4:
[452] artificial,intelligence [402] #ai,#artificialintelligence [235] #artificialintelligence,#ai [128] #artificialintelligence,#finperform [114] #artificialintelligence,#machinelearning [60] #machinelearning,#artificialintelligence [48] otcpink,gtch [47] #ai,#ml [47] #houston,#artificialintelligence [46] #digitalethics,#techethics Top Word Pairs in Tweet in G5:
[83] creativity,key [83] key,competing [83] competing,against [83] against,ai [83] ai,future [83] future,workforce [83] workforce,here's [83] here's,#futureofwork [83] #futureofwork,#artificialintelligence [72] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G6:
[26] #ai,#artificialintelligence [20] artificial,intelligence [18] #artificialintelligence,#machinelearning [15] #artificialintelligence,#ai [10] #art,created [10] created,#artificialintelligence [10] #artificialintelligence,2021 [10] 2021,01 [9] #machinelearning,#artificialintelligence [8] #blockchain,#artificialintelligence Top Word Pairs in Tweet in G7:
[113] #artificialintelligence,#aithority [11] platform,#artificialintelligence [7] stratis,brings [7] brings,blockchain [7] blockchain,service [7] service,businesses [7] businesses,c# [7] c#,native [7] native,platform [7] #aithority,#stratis Top Word Pairs in Tweet in G8:
[73] #tmaxtechnical,#technicaltmax [69] #artificialintelligence,#voicecommand [69] #voicecommand,#ismart [69] #ismart,#tmaxtechnical [68] doston,kya [68] kya,artificial [68] artificial,intelligence [68] intelligence,car [68] car,control [68] control,ho Top Word Pairs in Tweet in G9:
[51] job,alert [51] alert,uf [51] uf,#biology [51] #biology,hire [51] hire,assistant [51] assistant,prof [51] prof,#populationgenetics [51] #populationgenetics,#ai [51] #ai,#artificialintelligence [51] #artificialintelligence,addressing Top Word Pairs in Tweet in G10:
[39] prominent,tech [39] tech,leaders [39] leaders,share [39] share,views [39] views,socio [39] socio,economic [39] economic,impact [39] impact,#artificialintelligence [39] #artificialintelligence,#aiandpower [39] #aiandpower,premiering Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: