The graph represents a network of 2,125 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 Saturday, 20 July 2019 at 08:57 UTC.
The requested start date was Friday, 19 July 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, 13-hour, 13-minute period from Wednesday, 17 July 2019 at 10:47 UTC to Friday, 19 July 2019 at 00:00 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 : 2125
Unique Edges : 3869
Edges With Duplicates : 3653
Total Edges : 7522
Number of Edge Types : 3
Mentions : 6115
Tweet : 1393
Replies to : 14
Self-Loops : 1393
Reciprocated Vertex Pair Ratio : 0.0105932203389831
Reciprocated Edge Ratio : 0.0209643605870021
Connected Components : 170
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1777
Maximum Edges in a Connected Component : 7082
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.810309
Graph Density : 0.000951146560319043
Modularity : 0.412051
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1379] gt,gt [698] #bigdata,#analytics [501] artificial,intelligence [475] #analytics,#datascience [462] #datascience,#ai [392] #iot,#bigdata [341] read,more [334] #ai,#machinelearning [332] #ai,#iot [328] #iot,#iiot Top Word Pairs in Tweet in G1:
[582] #bigdata,#analytics [446] #analytics,#datascience [428] #datascience,#ai [395] gt,gt [347] artificial,intelligence [286] read,more [266] more,here [255] #ai,#machinelearning [254] #iot,#iiot [182] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[659] gt,gt [143] mikequindazzi,gt [124] #iot,#bigdata [78] #ai,#iot [67] gt,#pwc [62] infographic,#cybersecurity [61] #pwc,mikequindazzi [58] #bigdata,#analytics [53] top,10 [48] fisher85m,#iot Top Word Pairs in Tweet in G3:
[193] gt,gt [49] #ai,#iot [48] #iot,#bigdata [48] #ai,#machinelearning [48] ronald_vanloon,join [48] join,live [48] live,stream [41] #machinelearning,#ml [38] read,more [38] mikequindazzi,gt Top Word Pairs in Tweet in G4:
[77] innovative,project [77] project,#smartenergy [77] #smartenergy,#industry40 [77] #industry40,technologies [77] technologies,artificial [77] artificial,intelligence [77] intelligence,#ai [76] iberdrola_en,innovative [65] tienes,proyecto [65] proyecto,innovador Top Word Pairs in Tweet in G5:
[26] gt,gt [14] big,data [13] #iot,#bigdata [7] #ai,#iot [5] #bigdata,#iot [5] #ai,#bigdata [5] 10,industries [5] mikequindazzi,mikequindazzi [4] check,out [4] internet,things Top Word Pairs in Tweet in G6:
[9] #bigdata,#iot [9] #aiio,#bigdata [9] #bigdata,#ml [9] #ml,#nlu [9] #nlu,#iot [8] big,data [8] #bigdata,keeps [8] keeps,getting [8] getting,bigger [8] bigger,60 Top Word Pairs in Tweet in G7:
[45] #iot,#ai [41] #aiio,#bigdata [41] #bigdata,#ml [41] #ml,#nlu [41] #nlu,#iot [35] #digitaltwin,work [35] work,#digitaltransformation [35] #digitaltransformation,#iot [35] #ai,#cloud [35] #cloud,#bigdata Top Word Pairs in Tweet in G8:
[21] top,#ai [21] #ai,books [21] books,welcomeai [21] welcomeai,#artificialintelligence [21] #artificialintelligence,#machinelearning [21] #machinelearning,#ml [21] #ml,#bigdata [19] ronald_vanloon,top [14] #ai,#iot [12] #iot,#bigdata Top Word Pairs in Tweet in G9:
[36] machine,learning [30] gt,gt [19] combination,#5g [19] #5g,ai [19] ai,big [19] big,data [19] data,iot [19] iot,changing [19] changing,everything [19] everything,#bi Top Word Pairs in Tweet in G10:
[24] david,cierco [24] cierco,redpuntoes [24] redpuntoes,señala [24] señala,5 [24] 5,palancas [24] palancas,avanzar [24] avanzar,#transformaciondigital [24] #transformaciondigital,talento [24] talento,emprendimiento [23] asocdigitales,david Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: