The graph represents a network of 2,521 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 Wednesday, 08 April 2020 at 11:27 UTC.
The requested start date was Wednesday, 08 April 2020 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 18-hour, 3-minute period from Tuesday, 07 April 2020 at 05:57 UTC to Wednesday, 08 April 2020 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 : 2521
Unique Edges : 4751
Edges With Duplicates : 2942
Total Edges : 7693
Number of Edge Types : 4
MentionsInRetweet : 5775
Tweet : 1022
Mentions : 856
Replies to : 40
Self-Loops : 1022
Reciprocated Vertex Pair Ratio : 0.00804020100502513
Reciprocated Edge Ratio : 0.0159521435692921
Connected Components : 321
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 1930
Maximum Edges in a Connected Component : 6967
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.746552
Graph Density : 0.00078940077948408
Modularity : 0.452748
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 2,521 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 Wednesday, 08 April 2020 at 11:27 UTC.
The requested start date was Wednesday, 08 April 2020 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 18-hour, 3-minute period from Tuesday, 07 April 2020 at 05:57 UTC to Wednesday, 08 April 2020 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot ai
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1383] #bigdata,#analytics [1254] gt,gt [1251] #analytics,#datascience [1091] #datascience,#ai [1045] #ai,#machinelearning [976] #iot,#iiot [747] #ai,#iot [737] #machinelearning,#iot [344] #iiot,#pytorch [331] #python,#rstats Top Word Pairs in Tweet in G1:
[688] #bigdata,#analytics [606] #analytics,#datascience [517] #datascience,#ai [512] #ai,#machinelearning [443] #iot,#iiot [335] #machinelearning,#iot [264] gt,gt [169] #ai,#iot [153] #machinelearning,#deeplearning [150] #python,#rstats Top Word Pairs in Tweet in G2:
[415] gt,gt [181] #ai,#iot [130] #bigdata,#analytics [107] #ai,#machinelearning [107] #analytics,#datascience [104] #iot,#iiot [97] #datascience,#ai [86] #machinelearning,#deeplearning [83] mikequindazzi,gt [75] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[109] #vr,machine [109] machine,makes [109] makes,feel [109] intheknow,#ar [109] #ar,#augmentedreality [109] #augmentedreality,#ai [108] feel,flying [108] flying,intheknow [108] #ai,#virtualreality [108] #virtualreality,#iot Top Word Pairs in Tweet in G4:
[457] #bigdata,#analytics [434] #analytics,#datascience [380] #datascience,#ai [333] #iot,#iiot [327] #ai,#machinelearning [234] #machinelearning,#iot [148] #iiot,#pytorch [127] #python,#rstats [105] #iiot,#python [103] #pytorch,#python Top Word Pairs in Tweet in G5:
[45] gt,gt [31] ai,iot [30] make,space [22] covid,19 [21] powering,edge [20] #ai,#iot [19] #breaking,news [18] edge,ai [18] read,more [17] iot,world Top Word Pairs in Tweet in G6:
[141] global,enterprises [141] enterprises,rapidly [141] rapidly,adopting [141] adopting,#edge [141] #edge,#iot [141] #iot,bring [141] bring,paradigm [141] paradigm,shift [141] shift,digital [141] digital,ecosystem Top Word Pairs in Tweet in G7:
[20] #ai,#iot [20] gt,gt [12] #iot,#ai [11] #ai,#datascience [11] #datascience,#iot [11] #iot,#cloudcomputing [11] #cloudcomputing,ty [10] enjoy,#twitter [10] #twitter,#ar [10] #ar,#apple Top Word Pairs in Tweet in G8:
[90] going,continue [90] continue,cooperating [90] cooperating,reptilian [90] reptilian,coup [90] coup,consent [90] 5g,ai [90] ai,iot [89] consent,orwellian [89] orwellian,5g [88] risetoflyy,going Top Word Pairs in Tweet in G9:
[74] #ai,#iot [39] #robotics,#ai [38] #iot,#artificialintelligence [38] #agritech,#biometrics [37] #medical,#industrial [37] #industrial,#imaging [35] #artificialintelligence,#hardware [35] #hardware,#medical [35] #ai,#machinelearning [35] #iot,#iiot Top Word Pairs in Tweet in G10:
[28] #machinelearning,#iot [25] #bigdata,#analytics [24] #analytics,#datascience [24] gt,gt [22] #ai,#iot [22] #datascience,#ai [21] #bigdata,#ai [20] #ai,#machinelearning [19] #iot,#iiot [18] #cloud,#innovation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: