The graph represents a network of 2,970 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 17 May 2019 at 07:40 UTC.
The requested start date was Friday, 17 May 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, 1-hour, 45-minute period from Wednesday, 15 May 2019 at 22:15 UTC to Friday, 17 May 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 : 2970
Unique Edges : 4773
Edges With Duplicates : 3037
Total Edges : 7810
Number of Edge Types : 3
Tweet : 1754
Mentions : 5975
Replies to : 81
Self-Loops : 1754
Reciprocated Vertex Pair Ratio : 0.0128556375131718
Reciprocated Edge Ratio : 0.025384935497295
Connected Components : 635
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 1788
Maximum Edges in a Connected Component : 6399
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.242379
Graph Density : 0.000545025873419272
Modularity : 0.503212
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1158] gt,gt [804] #ai,#iot [552] #iot,#ai [544] #bigdata,#analytics [406] #analytics,#datascience [325] #iot,#iiot [280] #ai,#machinelearning [253] mikequindazzi,gt [243] #datascience,#ai [218] #datascience,#machinelearning Top Word Pairs in Tweet in G1:
[886] gt,gt [263] #ai,#iot [209] mikequindazzi,gt [110] #iot,#ai [74] gt,#ai [63] #iot,#bigdata [61] #iot,#ml [61] #iot,#iiot [59] #machinelearning,#ai [58] #ai,#ml Top Word Pairs in Tweet in G2:
[66] gt,gt [46] artificial,intelligence [42] #ai,#iot [33] ai,iot [32] #iot,#ai [32] read,more [30] more,here [23] internet,things [15] machine,learning [15] new,post Top Word Pairs in Tweet in G3:
[479] #bigdata,#analytics [356] #analytics,#datascience [266] #ai,#iot [212] #iot,#iiot [204] #datascience,#ai [202] #ai,#machinelearning [186] #datascience,#machinelearning [134] gt,gt [133] #machinelearning,#ai [133] read,more Top Word Pairs in Tweet in G4:
[59] #ai,#digitaledge [50] gt,gt [42] #iot,#ai [41] #digitaledge,#vivatech [30] #ai,#iot [24] #cloud,#ai [23] siemens,#mindsphere [23] #mindsphere,box [23] box,first [23] first,local Top Word Pairs in Tweet in G5:
[82] #iot,#ai [64] #tech,#iot [59] #robotics,#tech [59] shape,shifting [59] shifting,#drone [59] #drone,helps [59] helps,save [59] save,people [59] people,#rescue [59] #rescue,missions Top Word Pairs in Tweet in G6:
[107] #iot,#ai [52] #ai,#internetofthings [38] #internetofthings,#telecoms [28] #business,#entrepreneur [28] #ai,#iot [26] extreme,addresses [26] addresses,networked [26] networked,iot [26] iot,security [26] security,networkworld Top Word Pairs in Tweet in G7:
[8] c,est [7] debout,twitter [7] twitter,c [7] est,parti [7] parti,pour [7] pour,plus [7] plus,gros [7] gros,événement [7] événement,tech [7] tech,#vivatech Top Word Pairs in Tweet in G8:
[15] digital,transformation [8] 2019,top [8] top,digital [8] transformation,tech [8] tech,investments [8] investments,1 [8] 1,#cloud [8] #cloud,2 [8] 2,#cybersecurity [8] #cybersecurity,3 Top Word Pairs in Tweet in G9:
[39] award,#regtech [38] #fund,#distributors [29] #regtech,ume_kyd [28] #distributors,#network [28] #fintech,#iot [27] #network,#fintech [21] #startup,ume_kyd [21] #marketing,#luxembourg [17] award,#startup [16] #iot,#ai Top Word Pairs in Tweet in G10:
[6] follow,aiqawards [6] user,forum [4] #ai,user [4] #iot,#iiot [3] join,linkedin [3] #socialmedia,#socialselling [3] #socialselling,group [3] post,#ai [3] #ai,solutions [3] workfusion,socureme 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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