The graph represents a network of 11,866 Twitter users whose recent tweets contained "#Cloud", 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 Monday, 16 September 2019 at 19:17 UTC.
The tweets in the network were tweeted over the 4-day, 0-hour, 19-minute period from Thursday, 12 September 2019 at 17:48 UTC to Monday, 16 September 2019 at 18:08 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 : 11866
Unique Edges : 25136
Edges With Duplicates : 15710
Total Edges : 40846
Self-Loops : 6387
Reciprocated Vertex Pair Ratio : 0.0309029266201629
Reciprocated Edge Ratio : 0.0599531261812958
Connected Components : 2718
Single-Vertex Connected Components : 1814
Maximum Vertices in a Connected Component : 7009
Maximum Edges in a Connected Component : 34246
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.557796
Graph Density : 0.000187896747562275
Modularity : 0.511196
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1007] gt,gt [635] #cloud,#ai [530] #cloud,#cloudcomputing [507] t,co [506] https,t [399] #bigdata,#cloud [385] learn,more [368] #cloud,native [366] #iot,#cloud [352] #tech,#technology Top Word Pairs in Tweet in G1:
[266] https,t [266] t,co [254] #cloud,native [127] multi,cloud [123] cloud,strategy [121] #vmware,leveraged [121] native,multi [121] kubernetes,#cloud [120] #sky,#cloud [120] leveraged,kubernetes Top Word Pairs in Tweet in G2:
[626] gt,gt [234] #ai,#iot [183] #bigdata,#cloud [180] #cloud,global [180] global,power [180] power,100 [180] 100,influencer [180] influencer,list [178] list,risedotglobal [172] #cybersecurity,#cloud Top Word Pairs in Tweet in G3:
[234] #cloud,#bigdata [229] #blockchain,#cloud [194] #cloud,#ai [152] #bigdata,#blockchain [140] #ai,#machinelearning [139] #analytics,#bigdata [136] iam,platform [136] platform,curated [136] curated,tweet [132] #bigdata,#cloud Top Word Pairs in Tweet in G4:
[250] experience,read [246] re,using [246] using,oraclecloud [246] oraclecloud,help [246] help,find [246] #cloud,tech [246] tech,accelerate [246] accelerate,research [246] research,efforts [246] efforts,improve Top Word Pairs in Tweet in G5:
[42] check,out [36] mission,critical [31] jefffrick,thecube [31] thecube,#sumoilluminate [31] #sumoilluminate,#thecube [29] hey,check [29] out,service [29] #leadership,#twitter [29] #twitter,#smallbusiness [29] #smallbusiness,#entrepreneur Top Word Pairs in Tweet in G6:
[77] dlaignite,#socialselling [58] timothy_hughes,dlaignite [48] #socialselling,#digitalselling [36] #salesleader,#salesmanagement [33] gt,gt [32] #sales,#salestips [30] #cloud,#saas [28] #mspartner,#msinspire [25] social,selling [24] join,#rethinkcloud360 Top Word Pairs in Tweet in G7:
[123] hmschwenk,exagolo [119] #exasolpartner,#cloud [119] #cloud,#cloudcomputing [119] #cloudcomputing,#artificialintelligence [119] #artificialintelligence,#machinelearning [118] ronald_vanloon,exasolag [118] here,#exasolpartner [118] cc,hmschwenk [93] read,more [89] more,here Top Word Pairs in Tweet in G8:
[14] learn,more [12] #linux,#cloud [12] certified,#cloud [12] #cloud,service [12] service,provider [12] enterprise,#linux [12] #linux,8 [12] #mines,#mining [12] werden,gemeinsame [12] gemeinsame,sache Top Word Pairs in Tweet in G9:
[77] #ff7r,#aerith [74] #aerith,#cloud [66] yes,totally [66] totally,headcanon [66] headcanon,#ffviiremake [66] #ffviiremake,#ff7r [66] #cloud,#comics [66] #comics,hyped [66] hyped,#tgs2019 [54] #cloud,#aerith Top Word Pairs in Tweet in G10:
[23] #cloud,#clouds [19] metalertireland,newslineweather [19] newslineweather,weathercee [19] weathercee,angie_weather [19] angie_weather,barrabest [19] barrabest,pictureireland [19] pictureireland,carlowweather [19] carlowweather,deric_tv [19] deric_tv,photographywx [19] photographywx,stormhour 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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Top Tweeters in G10: