The graph represents a network of 4,398 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, 01 July 2021 at 04:55 UTC.
The requested start date was Thursday, 01 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, 21-minute period from Monday, 28 June 2021 at 22:39 UTC to Thursday, 01 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 : 4398
Unique Edges : 4657
Edges With Duplicates : 14388
Total Edges : 19045
Number of Edge Types : 5
MentionsInRetweet : 7422
Mentions : 3650
Retweet : 5592
Tweet : 2245
Replies to : 136
Self-Loops : 2422
Reciprocated Vertex Pair Ratio : 0.0216229966929534
Reciprocated Edge Ratio : 0.0423306772908367
Connected Components : 698
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 2831
Maximum Edges in a Connected Component : 16782
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.347834
Graph Density : 0.00041534789057362
Modularity : 0.343912
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,398 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, 01 July 2021 at 04:55 UTC.
The requested start date was Thursday, 01 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, 21-minute period from Monday, 28 June 2021 at 22:39 UTC to Thursday, 01 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:
[1443] artificial,intelligence [994] #datascience,#ai [849] #bigdata,#analytics [660] #ai,#machinelearning [657] #analytics,#datascience [632] #iot,#iiot [609] #machinelearning,#bigdata [403] #javascript,#github [402] #github,#nodejs [389] #lowcode,#javascript Top Word Pairs in Tweet in G1:
[114] #ai,#iot [110] artificial,intelligence [84] #ai,#machinelearning [82] #ai,#ml [66] #bigdata,#analytics [59] #artificialintelligence,#machinelearning [53] #machinelearning,#datascience [53] #machinelearning,#5g [46] #iot,#iiot [46] #100daysofcode,#python Top Word Pairs in Tweet in G2:
[936] #datascience,#ai [728] #bigdata,#analytics [646] artificial,intelligence [616] #analytics,#datascience [569] #iot,#iiot [556] #machinelearning,#bigdata [476] #ai,#machinelearning [386] #javascript,#github [385] #github,#nodejs [372] #lowcode,#javascript Top Word Pairs in Tweet in G3:
[134] artificial,intelligence [77] #ai,#ml [54] ai,#ai [46] using,#ai [43] #ai,#cryptosignals [43] #cryptosignals,#inversosignals [43] #inversosignals,#cryptotwitter [41] #ai,#cloud [39] #tech,#data [35] #artificialintelligence,#ai Top Word Pairs in Tweet in G4:
[136] artificial,intelligence [14] #ai,#artificialintelligence [14] learn,more [11] #ai,#iot [8] storysign,opening [8] opening,chapter [8] chapter,deaf [8] deaf,children [8] children,translating [8] translating,popular Top Word Pairs in Tweet in G5:
[28] artificial,intelligence [17] intelligence,needs [16] please,stop [16] stop,fantom [16] fantom,virus [16] virus,19 [16] 19,btw19 [16] btw19,ai [16] ai,artificial [16] needs,5g Top Word Pairs in Tweet in G6:
[24] github,copilot [20] github,openai [20] openai,microsoft [20] microsoft,launched [20] launched,technical [20] technical,preview [20] preview,github [19] today,github [19] copilot,great [19] great,example Top Word Pairs in Tweet in G7:
[34] artificial,intelligence [17] #ai,#machinelearning [13] haley,joel [11] 'a,artificial [11] artificial,intelligence' [11] 20,years [11] years,ago [11] steven,spielberg [9] intelligence,#ai [9] day,20 Top Word Pairs in Tweet in G8:
[16] pinned,tweet [16] tweet,artworks [16] artworks,enjoy [16] enjoy,hi [16] hi,alexander [16] alexander,gan [16] gan,artist [16] artist,makes [16] makes,different [16] different,stuff Top Word Pairs in Tweet in G9:
[5] work,wakashan [5] wakashan,ai [5] ai,consortium [5] consortium,nytimes [5] nytimes,aznfusion [5] aznfusion,#indigenous [5] #indigenous,#ai [4] obnoxious_wolf,work [4] #ai,#i [4] #cyborg,needs Top Word Pairs in Tweet in G10:
[2] technology,save [2] save,money [2] money,time [2] time,business [2] business,owners [2] #ai,#bigdata [2] #bigdata,#fintech [2] #fintech,#insurtech [2] #insurtech,#cloud [2] #cloud,#crm 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 Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: