The graph represents a network of 4,328 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, 23 September 2021 at 04:58 UTC.
The requested start date was Thursday, 23 September 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, 41-minute period from Monday, 20 September 2021 at 23:19 UTC to Thursday, 23 September 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 : 4328
Unique Edges : 4591
Edges With Duplicates : 14882
Total Edges : 19473
Number of Edge Types : 5
Mentions : 3208
Tweet : 2256
Retweet : 6035
MentionsInRetweet : 7786
Replies to : 188
Self-Loops : 2380
Reciprocated Vertex Pair Ratio : 0.0196419691695674
Reciprocated Edge Ratio : 0.038527188490612
Connected Components : 742
Single-Vertex Connected Components : 354
Maximum Vertices in a Connected Component : 2734
Maximum Edges in a Connected Component : 17306
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.489065
Graph Density : 0.000437971264984043
Modularity : 0.355928
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,328 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, 23 September 2021 at 04:58 UTC.
The requested start date was Thursday, 23 September 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, 41-minute period from Monday, 20 September 2021 at 23:19 UTC to Thursday, 23 September 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:
[2027] artificial,intelligence [972] #machinelearning,#bigdata [667] #pytorch,#python [620] #bigdata,#datascience [603] #dataanalytics,#machinelearning [575] #datascience,#pytorch [574] #python,#tensorflow [563] #datascience,#ai [535] #ai,#datascience [461] #artificialintelligence,#ai Top Word Pairs in Tweet in G1:
[930] #machinelearning,#bigdata [693] artificial,intelligence [657] #pytorch,#python [594] #dataanalytics,#machinelearning [593] #bigdata,#datascience [569] #datascience,#pytorch [568] #python,#tensorflow [533] #datascience,#ai [506] #ai,#datascience [435] #tensorflow,#javascript Top Word Pairs in Tweet in G2:
[50] artificial,intelligence [48] #ai,#machinelearning [33] #ai,#iot [32] #machinelearning,#deeplearning [30] #ai,#ml [27] #iot,#iiot [25] #machinelearning,#ai [23] #ai,#artificialintelligence [23] #bigdata,#ai [22] #bigdata,#analytics Top Word Pairs in Tweet in G3:
[614] artificial,intelligence [56] machine,learning [45] #ai,#ml [39] #ml,#dl [35] intelligence,ai [31] using,artificial [28] ad,turn [26] art,ai [25] #ai,#intoainews [24] preparing,future Top Word Pairs in Tweet in G4:
[154] artificial,intelligence [14] machine,learning [10] intelligence,ai [9] human,rights [9] #ai,#ml [7] blue,chip [7] chip,companies [7] companies,tesla [7] tesla,doubling [7] doubling,down Top Word Pairs in Tweet in G5:
[51] artificial,intelligence [47] #gofounders,#business [44] #business,#inittowinit [43] #innovation,#ai [42] #ai,#artificialintelligence [41] #onpassiveproductlaunch,#gofounders [40] #ashmufareh,#innovation [37] #inittowinit,#ashmufareh [34] #ai,#ml [33] #earn,#onpassiveproductlaunch Top Word Pairs in Tweet in G6:
[94] artificial,intelligence [17] #ai,#machinelearning [16] #ai,#artificialintelligence [14] #machinelearning,#datascience [12] #datascience,#artificialintelligence [12] #artificialintelligence,trending [12] trending,ai [12] ai,ml [12] ml,article [12] article,identified Top Word Pairs in Tweet in G7:
[40] artificial,intelligence [24] human,rights [23] warns,artificial [23] intelligence,pose [23] pose,negative [23] negative,catastrophic [23] catastrophic,threat [23] threat,human [21] zerohedge,warns [14] techreview,artificial Top Word Pairs in Tweet in G8:
[73] week,old [73] old,already [73] already,over [73] over,000 [73] 000,nodes [73] nodes,flux [73] flux,win [73] win,#web3 [73] #web3,#cryptocurrecy [73] #cryptocurrecy,#blockchain Top Word Pairs in Tweet in G9:
[38] #ai,#ml [36] using,#ai [36] #ai,#cryptosignals [36] #cryptosignals,#inversosignals [36] #inversosignals,#cryptotwitter [30] #ai,#cloud [21] usdt,using [18] #ai,#人工知能 [14] private,trading [14] trading,assistant Top Word Pairs in Tweet in G10:
[35] artificial,intelligence [20] pickover,artificial [16] intelligence,singularity [16] singularity,future [16] future,robot [16] robot,wakes [16] wakes,begins [16] begins,quest [16] quest,world [16] world,domination Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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