The graph represents a network of 5,212 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, 19 May 2019 at 07:20 UTC.
The requested start date was Sunday, 19 May 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 1-day, 12-hour, 38-minute period from Friday, 17 May 2019 at 11:22 UTC to Sunday, 19 May 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 : 5212
Unique Edges : 8222
Edges With Duplicates : 6754
Total Edges : 14976
Number of Edge Types : 3
Mentions : 10762
Tweet : 4102
Replies to : 112
Self-Loops : 4102
Reciprocated Vertex Pair Ratio : 0.0158653263897299
Reciprocated Edge Ratio : 0.0312350977587029
Connected Components : 963
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 3244
Maximum Edges in a Connected Component : 12386
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.023306
Graph Density : 0.000308839571760134
Modularity : 0.456916
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[844] gt,gt [806] #bigdata,#analytics [673] big,data [427] #ai,#bigdata [422] #iot,#bigdata [362] #bigdata,#datascience [343] #bigdata,#ai [338] #analytics,#datascience [329] #bigdata,#machinelearning [314] read,more Top Word Pairs in Tweet in G1:
[669] gt,gt [210] #bigdata,#analytics [190] #ai,#iot [159] #bigdata,#datascience [155] big,data [154] #iot,#bigdata [150] read,more [147] artificial,intelligence [144] #machinelearning,#deeplearning [142] #bigdata,#machinelearning Top Word Pairs in Tweet in G2:
[223] #bigdata,#analytics [159] #analytics,#datascience [134] #ai,#machinelearning [112] read,more [103] #datascience,#ai [89] #bigdata,#machinelearning [89] #iot,#iiot [85] #artificialintelligence,#ai [79] #datascience,#machinelearning [75] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[179] big,data [85] #bigdata,#analytics [82] #bigdata,#ai [74] #bigdata,#hadoop [53] #ai,powered [48] gfaccord,#bigdata [43] powered,#global [37] gt,gt [35] #bigdata,analyticsweek [35] analyticsweek,#futureofdata Top Word Pairs in Tweet in G4:
[106] big,data [87] #ai,#bigdata [76] apply,now [66] #techjobs,#devjobs [60] #devjobs,apply [54] #bigdata,#developer [38] #iot,#bigdata [33] #calculus,#math [33] #ai,#analyst [31] #big,data Top Word Pairs in Tweet in G5:
[74] gt,gt [48] #bigdata,#analytics [46] #bigdata,#ai [31] spirosmargaris,jimmarous [31] #fintech,#insurtech [28] jimmarous,xbond49 [27] good,read [27] read,third [27] third,wave [27] wave,#datascientist Top Word Pairs in Tweet in G6:
[25] big,data [19] #bigdata,#analytics [12] ronald_vanloon,join [12] join,chief [12] chief,data [12] data,officers [12] officers,panel [12] panel,discussion [12] discussion,aig [12] aig,state Top Word Pairs in Tweet in G7:
[110] #socialmedia,#socialmediamarketing [101] #socialmedia,#digitalmarketing [96] #digitalmarketing,#contentmarketing [80] #contentmarketing,#growthhacking [70] #growthhacking,#startup [69] #startup,#seo [68] #blogging,#infographic [61] #marketing,#influencermarketing [59] #influencermarketing,#blogging [59] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G8:
[29] invito,leer [29] leer,nuestra [29] nuestra,nueva [29] nueva,publicación [29] publicación,sobre [29] sobre,#oncoomics [29] #oncoomics,#bigdata [29] #bigdata,farmacogenómica [29] farmacogenómica,cáncer [29] cáncer,mama Top Word Pairs in Tweet in G9:
[25] visualcap,#bigdata [21] hyped,#technology [21] #technology,year [21] year,2000 [21] 2000,2018 [21] 2018,mt [21] mt,visualcap [21] tweet,chat [21] 5,20 [20] #bigdata,insights Top Word Pairs in Tweet in G10:
[20] #iot,#m2m [17] alert,time [17] time,2019 [17] 2019,05 [15] 05,18 [14] #artificialintelligence,#machinelearning [14] #bigdata,#ai [13] #machinelearning,#bigdata [13] #tpss,#iot [13] data,science Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: