The graph represents a network of 9,996 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 Thursday, 13 June 2019 at 14:16 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 41-minute period from Tuesday, 11 June 2019 at 00:00 UTC to Thursday, 13 June 2019 at 12:41 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 : 9996
Unique Edges : 25485
Edges With Duplicates : 15970
Total Edges : 41455
Number of Edge Types : 4
Mentions : 25194
Tweet : 4999
Retweet : 11055
Replies to : 207
Self-Loops : 5428
Reciprocated Vertex Pair Ratio : 0.0169757116740663
Reciprocated Edge Ratio : 0.0333846944016436
Connected Components : 1663
Single-Vertex Connected Components : 964
Maximum Vertices in a Connected Component : 6684
Maximum Edges in a Connected Component : 37108
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.114872
Graph Density : 0.000272825488374439
Modularity : 0.45616
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2641] #ai,#artificialintelligence [2605] #artificialintelligence,#machinelearning [2436] #artificialintelligence,#ai [2367] artificial,intelligence [1253] #machinelearning,#deeplearning [1238] #machinelearning,#artificialintelligence [1027] #datascience,#machinelearning [855] #ai,#machinelearning [769] machine,learning [670] #ds,#datascience Top Word Pairs in Tweet in G1:
[1066] #artificialintelligence,#ai [931] #artificialintelligence,#machinelearning [892] #ai,#artificialintelligence [697] #datascience,#machinelearning [679] artificial,intelligence [654] #machinelearning,#deeplearning [576] #rt,cc [552] #ds,#datascience [457] gt,gt [440] #deeplearning,#dl Top Word Pairs in Tweet in G2:
[898] artificial,intelligence [845] #artificialintelligence,#machinelearning [638] #artificialintelligence,#ai [626] #ai,#artificialintelligence [585] gt,#python [585] #python,#javascript [585] #javascript,#angular [585] #angular,#reactjs [585] #reactjs,#vuejs [585] #vuejs,#perl Top Word Pairs in Tweet in G3:
[181] #ai,#artificialintelligence [147] artificial,intelligence [110] #artificialintelligence,#ai [59] #artificialintelligence,#machinelearning [43] machine,learning [28] https,t [28] t,co [24] gt,gt [23] #machinelearning,#artificialintelligence [22] #machinelearning,#deeplearning Top Word Pairs in Tweet in G4:
[144] #ai,#artificialintelligence [100] #artificialintelligence,#ai [69] artificial,intelligence [66] applied,ai [61] find,out [58] scaleup,programme [56] excited,announce [56] announce,launch [56] ai,scaleup [55] out,more Top Word Pairs in Tweet in G5:
[306] #artificialintelligence,#machinelearning [226] artificial,intelligence [189] #artificialintelligence,#ai [139] machine,learning [130] #ai,#ml [117] #ai,#machinelearning [103] #machinelearning,#deeplearning [95] #ai,#artificialintelligence [93] #machinelearning,#artificialintelligence [71] #machinelearning,#ai Top Word Pairs in Tweet in G6:
[114] #machinelearning,#artificialintelligence [108] #artificialintelligence,#machinelearning [85] #artificialintelligence,#deeplearning [70] #icml2019,tutorials [70] tutorials,available [70] available,youtube [70] youtube,#machinelearning [58] #ai,#artificialintelligence [37] #artificialintelligence,#ai [37] artificial,intelligence Top Word Pairs in Tweet in G7:
[91] #ai,#artificialintelligence [46] #artificialintelligence,#ai [41] msharmas,hcitexpert [41] #himssindia,#hitsmind [38] artificial,intelligence [37] #digitalhealth,#healthtech [32] #artificialintelligence,#healthcare [30] #machinelearning,#deeplearning [29] #artificialintelligence,#machinelearning [29] #hitsmind,#healthcare Top Word Pairs in Tweet in G8:
[74] #ai,#artificialintelligence [65] #artificialintelligence,cc [57] ronald_vanloon,#ibmpartner [57] #ibmpartner,#thinkatibm [57] #cognitiveenterprise,#journeytocloud [56] gerald_bader,mariuskarma [56] mariuskarma,dmonett [56] stgraunke,elenaoua [42] #quantumcomputing,m0mms [42] m0mms,ronald_vanloon Top Word Pairs in Tweet in G9:
[65] more,#goingdigital [62] #ai,principles [51] report,#artificialintelligence [51] uses,impacts [49] #artificialintelligence,examines [49] examines,uses [49] impacts,#tech [49] #tech,means [49] means,policymakers [49] policymakers,follows Top Word Pairs in Tweet in G10:
[258] #serverless,#datacenter [228] #ai,#aiops [226] #cio,#ai [195] #aiops,#devops [191] #fintech,#blockchain [166] #iot,#iiot [164] #cloudnative,#serverless [163] #datacenter,#monitoring [156] exhibit,cloudexpo [156] #blockchain,#machinelearning 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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