The graph represents a network of 2,355 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 April 2019 at 08:54 UTC.
The requested start date was Friday, 12 April 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 16-hour, 10-minute period from Wednesday, 10 April 2019 at 07:50 UTC to Friday, 12 April 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 : 2355
Unique Edges : 4205
Edges With Duplicates : 3323
Total Edges : 7528
Number of Edge Types : 3
Tweet : 1536
Mentions : 5917
Replies to : 75
Self-Loops : 1536
Reciprocated Vertex Pair Ratio : 0.0126126126126126
Reciprocated Edge Ratio : 0.0249110320284698
Connected Components : 204
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1936
Maximum Edges in a Connected Component : 6923
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.876251
Graph Density : 0.000811015085674292
Modularity : 0.455162
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1002] #bigdata,#analytics [864] gt,gt [774] #datascience,#ai [734] #ai,#machinelearning [653] #analytics,#datascience [638] #iot,#iiot [528] #machinelearning,#iot [497] #iot,#bigdata [441] #ai,#iot [396] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[513] #bigdata,#analytics [378] #datascience,#ai [347] #ai,#machinelearning [313] #iot,#iiot [310] #analytics,#datascience [268] #machinelearning,#iot [232] read,more [221] more,here [207] #iiot,#pytorch [205] artificial,intelligence Top Word Pairs in Tweet in G2:
[644] gt,gt [166] #iot,#bigdata [141] #ai,#iot [116] mikequindazzi,gt [98] #cybersecurity,#bigdata [77] #iot,#cybersecurity [76] #bigdata,#analytics [74] antgrasso,#iot [69] top,10 [67] gartner_inc,top Top Word Pairs in Tweet in G3:
[81] #ai,#machinelearning [67] #bigdata,#analytics [62] #iot,#internetofthings [58] control,gadgets [58] gadgets,brain [58] brain,signal [58] signal,wef [58] wef,#iot [58] #internetofthings,#neuralnetworks [58] #neuralnetworks,#deeplearning Top Word Pairs in Tweet in G4:
[171] #open,#iot [171] #iot,#blockchain [171] #blockchain,#ai [171] #ai,#bigdata [171] #bigdata,ubiquity [171] ubiquity,iot3 [171] iot3,exist [171] exist,many [171] many,people [170] paradigminov8,#open Top Word Pairs in Tweet in G5:
[55] #iot,#bigdata [32] read,more [27] more,here [26] artificial,intelligence [16] machine,learning [15] #bigdata,#iot [14] internet,things [12] #ai,#bigdata [12] #quantumcomputing,#iot [12] #iot,#algorithms Top Word Pairs in Tweet in G6:
[305] #bigdata,#analytics [294] #datascience,#ai [255] #analytics,#datascience [253] #ai,#machinelearning [218] #iot,#iiot [167] #machinelearning,#iot [126] #iiot,#pytorch [39] #machinelearning,#jupyter [39] #jupyter,#iot [35] #pytorch,#python Top Word Pairs in Tweet in G7:
[55] indian,#startups [55] #startups,onward [55] onward,health [55] health,beato [55] beato,ten3t [55] ten3t,aadar [55] aadar,driefcase [55] driefcase,disrupted [55] disrupted,#healthcare [55] #healthcare,industry Top Word Pairs in Tweet in G8:
[39] machine,learning [38] learning,works [38] works,automating [38] automating,text [38] text,validation [25] validation,#machinelearning [17] #machinelearning,#ai [7] #ai,#iot [4] ビッグデータ分析基盤の構築事例集,hadoop [4] hadoop,クラスター構築実践ガイド Top Word Pairs in Tweet in G9:
[23] #bigdata,#analytics [20] #infographic,#iot [18] #datascience,#ai [17] #ai,#machinelearning [16] interesting,past [16] past,present [16] present,future [16] future,#bigdata [16] #bigdata,ecosystem [16] ecosystem,#infographic Top Word Pairs in Tweet in G10:
[18] #cybersecurity,#bigdata [12] #iot,#cybersecurity [11] #iot,#bigdata [11] smart,solutions [11] solutions,smart [11] smart,cities [11] cities,#iot [11] #bigdata,#vr [11] #vr,#fintech [11] #fintech,#blockchain Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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 G9:
Top Tweeters in G10: