The graph represents a network of 5,506 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 July 2019 at 07:20 UTC.
The requested start date was Sunday, 14 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 2-day, 13-hour, 12-minute period from Thursday, 11 July 2019 at 10:48 UTC to Sunday, 14 July 2019 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 : 5506
Unique Edges : 9110
Edges With Duplicates : 7359
Total Edges : 16469
Number of Edge Types : 3
Mentions : 12625
Tweet : 3755
Replies to : 89
Self-Loops : 3755
Reciprocated Vertex Pair Ratio : 0.0176022324782655
Reciprocated Edge Ratio : 0.0345955068030798
Connected Components : 827
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 3760
Maximum Edges in a Connected Component : 14361
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.215439
Graph Density : 0.000312795586220366
Modularity : 0.461498
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[753] gt,gt [715] #bigdata,#datascience [576] big,data [549] #bigdata,#analytics [480] #ai,#machinelearning [424] artificial,intelligence [396] #ai,#bigdata [371] read,more [353] #bigdata,#ai [351] #datascience,#ai Top Word Pairs in Tweet in G1:
[426] #bigdata,#datascience [379] #bigdata,#analytics [306] artificial,intelligence [305] #ai,#machinelearning [274] #analytics,#datascience [262] big,data [224] #datascience,#ai [222] gt,gt [219] read,more [204] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[493] gt,gt [207] #bigdata,#datascience [118] #ai,#machinelearning [111] #abdsc,#bigdata [110] #iot,#bigdata [104] #datascience,#ai [98] #bigdata,#machinelearning [90] mikequindazzi,gt [76] #ai,#iot [73] #machinelearning,#deeplearning Top Word Pairs in Tweet in G3:
[85] big,data [29] #ai,#bigdata [18] apply,now [18] #techjobs,#devjobs [17] #devjobs,apply [14] #bigdata,#ai [13] #bigdata,#hadoop [12] #iot,#bigdata [12] #bigdata,#datascience [12] #bigdata,#cloud Top Word Pairs in Tweet in G4:
[99] read,more [57] #ai,#bigdata [40] learn,more [36] more,here [29] #datascience,#analytics [28] #bigdata,#internetofthings [26] more,#ai [25] #bigdata,#datascience [23] go,#ai [23] #bigdata,#machinelearning Top Word Pairs in Tweet in G5:
[121] mala,noticia [119] bocaderedes,mala [114] alberto,fernández [111] redes,sociales [110] noticia,alberto [110] fernández,#bigdata [110] #bigdata,redes [110] sociales,posiciona [110] posiciona,discusión [110] discusión,ayer Top Word Pairs in Tweet in G6:
[35] big,data [19] new,published [19] published,paper [19] paper,advantages [19] advantages,uk [19] uk,biobank's [19] biobank's,open [19] open,access [19] access,strategy [19] strategy,health Top Word Pairs in Tweet in G7:
[17] #ai,#artificialintelligence [16] #bigdata,#analytics [15] #iot,#ai [15] #iot,#bigdata [14] #artificialintelligence,#machinelearning [14] #machinelearning,#bigdata [13] #art,#painting [13] #painting,#arttwit [13] #arttwit,#twitart [13] #twitart,#ceo Top Word Pairs in Tweet in G8:
[30] https,t [30] t,co [18] hubbucket,hubsparks [13] #infographic,#tech [13] #tech,#technology [13] #technology,#innovation [13] #innovation,#cloud [12] #ki,#iot [11] #healthcare,industry [10] big,data Top Word Pairs in Tweet in G9:
[27] week,publish [27] publish,f [27] f,x [27] x,e [27] e,x [27] x,weekly [27] weekly,#newsletter [27] #newsletter,dose [27] dose,insights [27] insights,#future Top Word Pairs in Tweet in G10:
[12] masao__tanaka,glaveanton [10] #topcasestudy,#cybersecurity [10] #strategy,#smm [10] #smm,#bigdata [9] grazytgrazynatt,sumawun [9] malekalby,vairton5550 [9] #influencerpromotion,#topcasestudy [9] #bitcoin,#fintech [9] #fintech,#ai [9] #ai,#strategy 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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