The graph represents a network of 4,982 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, 29 July 2021 at 05:08 UTC.
The requested start date was Thursday, 29 July 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, 1-hour, 27-minute period from Monday, 26 July 2021 at 22:34 UTC to Thursday, 29 July 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 : 4982
Unique Edges : 5018
Edges With Duplicates : 13830
Total Edges : 18848
Number of Edge Types : 5
Retweet : 5251
MentionsInRetweet : 7233
Mentions : 3646
Tweet : 2552
Replies to : 166
Self-Loops : 2727
Reciprocated Vertex Pair Ratio : 0.023306894447834
Reciprocated Edge Ratio : 0.0455521106606249
Connected Components : 983
Single-Vertex Connected Components : 483
Maximum Vertices in a Connected Component : 2827
Maximum Edges in a Connected Component : 15796
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.681891
Graph Density : 0.000337936104205213
Modularity : 0.379872
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,982 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, 29 July 2021 at 05:08 UTC.
The requested start date was Thursday, 29 July 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, 1-hour, 27-minute period from Monday, 26 July 2021 at 22:34 UTC to Thursday, 29 July 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:
[1223] artificial,intelligence [586] #datascience,#ai [471] #bigdata,#analytics [449] #github,#nodejs [441] #javascript,#github [438] #machinelearning,#bigdata [408] #lowcode,#javascript [404] #ai,#iot [400] #nodejs,#cybersecurity [375] #nocode,#lowcode Top Word Pairs in Tweet in G1:
[125] artificial,intelligence [118] #ai,#machinelearning [72] #ai,#artificialintelligence [66] #machinelearning,#datascience [56] #ai,#iot [54] #artificialintelligence,#machinelearning [54] #datascience,#bigdata [49] #artificialintelligence,#ai [46] #ai,#ml [41] #bigdata,#analytics Top Word Pairs in Tweet in G2:
[533] #datascience,#ai [443] #github,#nodejs [436] #javascript,#github [411] #bigdata,#analytics [403] #lowcode,#javascript [394] #nodejs,#cybersecurity [392] #machinelearning,#bigdata [369] #nocode,#lowcode [367] #cybersecurity,#devops [352] #hclswlobp,#nocode Top Word Pairs in Tweet in G3:
[208] artificial,intelligence [20] machine,learning [17] #ai,governance [17] governance,focus [17] focus,right [17] right,questions [17] questions,find [16] coolest,networking [16] networking,products [15] #ai,#artificialintelligence Top Word Pairs in Tweet in G4:
[81] #ai,#ml [48] artificial,intelligence [48] using,#ai [44] machine,learning [42] #ai,#cloud [41] #ai,#cryptosignals [41] #cryptosignals,#inversosignals [41] #inversosignals,#cryptotwitter [32] #accessibility,#ai [27] #blockchain,#boove Top Word Pairs in Tweet in G5:
[67] #ai,#artificialintelligence [67] #gofounders,#business [67] #business,#inittowinit [67] #innovation,#ai [63] #inittowinit,#ashmufareh [63] #ashmufareh,#innovation [60] #onpassiveproductlaunch,#gofounders [55] artificial,intelligence [53] #onpassive,#ofounders [40] #ofounders,#earn Top Word Pairs in Tweet in G6:
[113] artificial,intelligence [24] machine,learning [23] #ai,#ml [22] #ml,#dl [19] 2021,artificial [19] intelligence,unites [19] unites,human [19] human,creativity [19] creativity,0000ai [19] 0000ai,digital Top Word Pairs in Tweet in G7:
[19] artificial,intelligence [8] gt,gt [7] #ai,#digitaltransformation [7] #digitaltransformation,cc [7] jessica,simulation [6] #ai,systems [6] #leaders,need [6] need,look [6] look,beyond [6] beyond,traditional Top Word Pairs in Tweet in G8:
[47] #ai,powered [46] powered,news [43] going,throw [43] throw,eth [43] eth,worth [43] worth,bnb [43] bnb,summarizerc [43] summarizerc,smr [43] smr,sale [43] sale,coming Top Word Pairs in Tweet in G9:
[15] artificial,intelligence [8] #ai,#ml [7] alphafold,deepmind [7] deepmind,artificial [7] intelligence,uncovers [7] uncovers,building [7] building,blocks [7] blocks,life [7] life,paves [7] paves,way Top Word Pairs in Tweet in G10:
[15] artificial,intelligence [13] app,powered [13] powered,artificial [13] intelligence,claims [13] claims,decode [8] decode,subtle [8] subtle,facial [7] reuters,app [6] mbancroft80,speaks [5] facial,cues Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: