The graph represents a network of 1,850 Twitter users whose tweets in the requested range contained "iiot 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 18:41 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 4-day, 6-hour, 30-minute period from Sunday, 12 May 2019 at 17:28 UTC to Thursday, 16 May 2019 at 23:59 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 : 1850
Unique Edges : 3442
Edges With Duplicates : 3921
Total Edges : 7363
Number of Edge Types : 3
Mentions : 6330
Tweet : 1008
Replies to : 25
Self-Loops : 1008
Reciprocated Vertex Pair Ratio : 0.02
Reciprocated Edge Ratio : 0.0392156862745098
Connected Components : 127
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1649
Maximum Edges in a Connected Component : 7122
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.794001
Graph Density : 0.00116293686872378
Modularity : 0.388167
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1854] #bigdata,#analytics [1829] #iot,#iiot [1511] #analytics,#datascience [966] #ai,#iot [921] gt,gt [878] #datascience,#ai [660] #datascience,#machinelearning [639] #ai,#machinelearning [540] #machinelearning,#ai [401] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[1064] #bigdata,#analytics [812] #analytics,#datascience [717] #iot,#iiot [561] gt,gt [459] #datascience,#ai [433] #ai,#iot [339] #datascience,#machinelearning [314] #ai,#machinelearning [250] #machinelearning,#ai [224] domain,name Top Word Pairs in Tweet in G2:
[238] #iot,#iiot [58] more,slides [48] #iiot,#5g [46] #machinelearning,#ai [43] #automation,#iot [42] #industry40,#iot [39] slides,#industry40 [38] #iiot,#industry40 [37] #bigdata,#analytics [36] edge,computing Top Word Pairs in Tweet in G3:
[182] gt,gt [151] #iot,#iiot [94] #bigdata,#analytics [84] #ai,#iot [82] #analytics,#datascience [56] read,more [45] #datascience,#machinelearning [45] #datascience,#ai [43] mikequindazzi,gt [42] #machinelearning,#ai Top Word Pairs in Tweet in G4:
[577] #bigdata,#analytics [518] #analytics,#datascience [356] #iot,#iiot [318] #datascience,#ai [236] #ai,#machinelearning [224] #ai,#iot [211] #datascience,#machinelearning [168] #machinelearning,#ai [146] #iiot,#pytorch [144] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[83] #iot,#ai [67] #ai,#internetofthings [48] #business,#entrepreneur [44] thrilled,announce [29] iotcommunity,thrilled [28] #internetofthings,#telecoms [26] #technology,#digitaltransformation [25] #internetofthings,#iiot [23] #entrepreneur,#siliconvalley [22] #5g,#5gishere Top Word Pairs in Tweet in G6:
[43] #iot,#iiot [43] follow,aiqawards [32] gt,gt [24] here,follow [24] #news,#iot [24] #ai,#career [24] #career,#job [24] #job,site [24] find,dream [24] dream,job Top Word Pairs in Tweet in G7:
[45] measure,draw [45] draw,floorplans [45] floorplans,more [45] more,#augmentedreality [45] #augmentedreality,#virtualreality [45] #virtualreality,#ar [45] #ar,#mr [45] #mr,#vr [45] #vr,#iot [45] #iot,#mobileapps Top Word Pairs in Tweet in G8:
[23] #iot,#iiot [18] gt,gt [17] s,ahead [13] ahead,manufacturing [12] manufacturing,ai [10] internet,things [8] #ai,#ml [8] #ml,#dl [7] #manufacturing,#ai [7] industrial,internet Top Word Pairs in Tweet in G9:
[22] #ml,#dl [21] gt,gt [16] two,horse [16] horse,race [16] race,global [16] global,dominance [16] #emergingtech,#ml [16] #dl,#iiot [11] #ai,two [11] dominance,gartner_inc Top Word Pairs in Tweet in G10:
[27] gt,gt [24] #artificialintelligence,revolutionizing [24] revolutionizing,business [21] #aibest,fisher85m [21] fisher85m,#artificialintelligence [18] business,infographic [9] infographic,#deep [8] antgrasso,fisher85m [8] andy_fitze,#aibest [5] business,infographi 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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Top Tweeters in G10: