The graph represents a network of 5,381 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, 31 March 2019 at 07:19 UTC.
The requested start date was Sunday, 31 March 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, 11-hour, 11-minute period from Friday, 29 March 2019 at 12:49 UTC to Sunday, 31 March 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 : 5381
Unique Edges : 8995
Edges With Duplicates : 7012
Total Edges : 16007
Number of Edge Types : 3
Mentions : 12173
Tweet : 3719
Replies to : 115
Self-Loops : 3719
Reciprocated Vertex Pair Ratio : 0.017383650566619
Reciprocated Edge Ratio : 0.034173245376879
Connected Components : 906
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 3472
Maximum Edges in a Connected Component : 13515
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.937173
Graph Density : 0.000319415207991218
Modularity : 0.458738
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1462] #bigdata,#analytics [948] #analytics,#datascience [944] gt,gt [920] #datascience,#ai [729] #ai,#machinelearning [641] big,data [537] #iot,#bigdata [523] #ai,#iot [477] #iot,#iiot [452] #ai,#bigdata Top Word Pairs in Tweet in G1:
[957] #bigdata,#analytics [724] #analytics,#datascience [716] #datascience,#ai [499] #ai,#machinelearning [382] #iot,#iiot [316] big,data [272] #machinelearning,#iot [224] artificial,intelligence [217] #iiot,#pytorch [209] read,more Top Word Pairs in Tweet in G2:
[727] gt,gt [304] #iot,#bigdata [282] #bigdata,#analytics [237] #ai,#iot [171] #ai,#machinelearning [142] #datascience,#ai [139] mikequindazzi,gt [127] #analytics,#datascience [116] artificial,intelligence [111] #ml,#dl Top Word Pairs in Tweet in G3:
[144] more,info [118] big,data [117] apply,now [104] info,#bigdata [89] #techjobs,#devjobs [84] #devjobs,apply [70] #big,data [59] #ai,#bigdata [52] #bigdata,#developer [52] data,engineer Top Word Pairs in Tweet in G4:
[80] #bigdata,#datascience [42] #abdsc,#bigdata [29] #datascience,#machinelearning [27] #datascience,#ai [23] #bigdata,#analytics [22] stanfordnlp,natural [22] natural,language [22] language,processing [22] processing,#deeplearning [22] #deeplearning,2019 Top Word Pairs in Tweet in G5:
[32] tripletsfan19,cynthia_lardner [30] kugey,fujio0606 [30] fujio0606,_jrwitt [30] _jrwitt,tripletsfan19 [28] srinualme,wanderingstarz1 [28] wanderingstarz1,kugey [26] cynthia_lardner,tom__coleman [23] isamuuran1316,srinualme [22] #digitalmarketing,#growthhacking [20] #ai,#iot Top Word Pairs in Tweet in G6:
[17] vanguardsw,smartcityexpo [17] smartcityexpo,#mwc19 [17] #mwc19,digital [17] digital,twin [17] twin,work [17] work,simple [17] simple,explanation [17] explanation,geoworldmedia [17] geoworldmedia,#digitaltran [15] big,data Top Word Pairs in Tweet in G7:
[63] adoption,#cloudcomputing [63] #cloudcomputing,along [63] along,application [63] application,emerging [63] emerging,technologies [63] technologies,#ai [63] #ai,#iot [63] #iot,#iomt [63] #iomt,#bigdata [62] stpiindia,adoption Top Word Pairs in Tweet in G8:
[29] gracias,startupole [29] startupole,premio [29] premio,'profesional [29] 'profesional,año [29] año,#transformacióndigital' [29] #transformacióndigital',escorchado11 [29] escorchado11,jromero_tv [21] onlineproducto,gracias [21] jromero_tv,luis [18] tener,control Top Word Pairs in Tweet in G9:
[56] #open,#iot [56] #iot,#blockchain [56] #blockchain,#ai [56] #ai,#bigdata [56] #bigdata,ubiquity [56] ubiquity,iot3 [56] iot3,exist [56] exist,many [56] many,people [55] paradigminov8,#open Top Word Pairs in Tweet in G10:
[40] flight,delays [40] delays,soon [40] soon,thing [40] thing,past [40] past,#bigdata [40] #bigdata,#ai [40] #ai,#winwin [39] huawei,flight [14] #cio,#itnews [14] #itnews,#cloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: