The graph represents a network of 3,107 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, 19 April 2019 at 07:39 UTC.
The requested start date was Friday, 19 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, 0-hour, 3-minute period from Wednesday, 17 April 2019 at 23:56 UTC to Friday, 19 April 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 : 3107
Unique Edges : 4969
Edges With Duplicates : 2831
Total Edges : 7800
Number of Edge Types : 3
Tweet : 1645
Mentions : 6108
Replies to : 47
Self-Loops : 1645
Reciprocated Vertex Pair Ratio : 0.00879120879120879
Reciprocated Edge Ratio : 0.0174291938997821
Connected Components : 543
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 2007
Maximum Edges in a Connected Component : 6472
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.463206
Graph Density : 0.000523193893024724
Modularity : 0.51853
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1464] gt,gt [622] #ai,#iot [470] #bigdata,#analytics [417] #ai,#machinelearning [412] #iot,#iiot [408] #datascience,#ai [363] #analytics,#datascience [326] #iot,#ai [316] #machinelearning,#iot [279] mikequindazzi,gt Top Word Pairs in Tweet in G1:
[1073] gt,gt [244] #ai,#iot [206] mikequindazzi,gt [106] read,more [103] gt,#ai [102] more,here [92] #iot,#ai [90] #bigdata,#analytics [78] #machinelearning,#ai [77] artificial,intelligence Top Word Pairs in Tweet in G2:
[273] gt,gt [150] #ai,#iot [95] #iot,#internetofthings [88] #iot,#iiot [80] #ai,#robotics [64] mikequindazzi,gt [63] #iot,#ai [62] #ai,#bigdata [55] #cloud,#iot [52] ronald_vanloon,#robot Top Word Pairs in Tweet in G3:
[61] gt,gt [38] ai,iot [29] read,more [26] artificial,intelligence [24] iot,ai [24] more,here [20] #ai,#iot [20] machine,learning [18] #iot,#ai [17] iot,security Top Word Pairs in Tweet in G4:
[100] design,thinking [100] thinking,design [76] #situational,#awareness [76] #awareness,#shopping [57] #smart,#business [57] #business,#smarter [57] #smarter,locating [57] locating,#smartcity [57] #smartcity,lets [57] lets,building Top Word Pairs in Tweet in G5:
[72] #iot,#iiot [52] #ai,#iot [45] #bigdata,#analytics [38] #ai,#machinelearning [34] #bigdata,#iot [31] #datascience,#ai [30] june,24 [29] gt,gt [28] #analytics,#datascience [27] #ai,#artificialintelligence Top Word Pairs in Tweet in G6:
[251] #bigdata,#analytics [235] #datascience,#ai [214] #analytics,#datascience [212] #ai,#machinelearning [169] #machinelearning,#iot [147] #iot,#iiot [77] #iiot,#pytorch [41] #pytorch,#python [38] #python,#rstats [29] #iot,#i Top Word Pairs in Tweet in G7:
[64] とあるメーカーでaiとかiotに詳しいitマンを採用したい,ってときの募集要項が [64] ってときの募集要項が,効率化効率化 [64] 効率化効率化,って言ってるような奴はダメ [64] って言ってるような奴はダメ,無駄だと分かっててもまずは手を動かしてみる [64] 無駄だと分かっててもまずは手を動かしてみる,ってような [64] ってような,上からの指示だったらまず考える前に動く [64] 上からの指示だったらまず考える前に動く,くらいの [63] yontengop,とあるメーカーでaiとかiotに詳しいitマンを採用したい [63] くらいの,み Top Word Pairs in Tweet in G8:
[20] gt,gt [11] lift,shift [11] shift,world's [11] world's,first [11] first,#drone [11] #drone,fitted [11] fitted,#robotic [11] #robotic,arms [11] arms,#ai [11] #ai,#drones Top Word Pairs in Tweet in G9:
[17] #bigdata,#analytics [15] #analytics,#datascience [15] #datascience,#ai [15] #ai,#machinelearning [13] #iot,#iiot [12] #machinelearning,#iot [9] smart,cities [9] #tech,#robot [9] #robot,#innovation [9] #innovation,#iot Top Word Pairs in Tweet in G10:
[30] alert,agodgmt [19] #ai,#iot [18] #bigdata,#analytics [18] #datascience,#ai [18] #iot,#ai [18] #smartcity,#ai [17] #ai,#machinelearning [17] agodgmt,animal [17] animal,eminem [17] eminem,even 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: