The graph represents a network of 2,882 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, 25 September 2019 at 16:48 UTC.
The requested start date was Wednesday, 25 September 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 2-day, 9-hour, 19-minute period from Sunday, 22 September 2019 at 14:41 UTC to Wednesday, 25 September 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 : 2882
Unique Edges : 5669
Edges With Duplicates : 3933
Total Edges : 9602
Number of Edge Types : 3
Mentions : 8277
Tweet : 1273
Replies to : 52
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.0217644126931384
Reciprocated Edge Ratio : 0.0426016260162602
Connected Components : 403
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 2092
Maximum Edges in a Connected Component : 8705
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.750248
Graph Density : 0.000740692387199776
Modularity : 0.407273
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2903] gt,gt [863] #bigdata,#analytics [785] #datascience,#ai [741] #ai,#iot [711] #analytics,#datascience [710] #ai,#machinelearning [583] #iot,#iiot [582] mikequindazzi,gt [444] #machinelearning,#iot [412] #iot,#ai Top Word Pairs in Tweet in G1:
[771] gt,gt [749] #bigdata,#analytics [697] #datascience,#ai [636] #analytics,#datascience [557] #ai,#machinelearning [504] #iot,#iiot [337] #machinelearning,#iot [298] #ai,#iot [282] #iiot,#pytorch [182] #pytorch,#python Top Word Pairs in Tweet in G2:
[1808] gt,gt [401] mikequindazzi,gt [194] gt,#ai [178] #ai,#iot [108] gt,#pwc [108] #pwc,mikequindazzi [104] #iot,#ai [93] wef,mikequindazzi [92] gt,wef [62] #ai,#ml Top Word Pairs in Tweet in G3:
[171] gt,gt [97] #ai,#iot [65] #iot,#ai [56] #bigdata,#analytics [55] #ai,#machinelearning [47] #ai,#artificialintelligence [44] #datascience,#ai [41] #analytics,#datascience [36] #machinelearning,#iot [36] #iot,#iiot Top Word Pairs in Tweet in G4:
[80] #internetofthings,#iot [63] gt,gt [52] #iot,#ai [45] #holographic,displays [45] displays,aim [45] aim,change [45] change,#digitaladvertising [45] #digitaladvertising,mikequindazzi [45] mikequindazzi,#internetofthings [43] #3d,#holographic Top Word Pairs in Tweet in G5:
[53] ai,iot [32] #iot,#ai [27] #ai,#iot [25] gt,gt [25] checkout,latest [25] latest,blogpost [25] blogpost,ai [25] iot,security [25] security,shortfalls [25] shortfalls,inspired Top Word Pairs in Tweet in G6:
[64] next,decade [64] decade,1 [64] 1,ai [64] ai,2 [64] 2,iot [64] iot,3 [64] 3,blockchain [64] blockchain,4 [64] 4,3d [64] 3d,print Top Word Pairs in Tweet in G7:
[4] yaidunohannji,beatricelacy [4] beatricelacy,kevinto95845970 [4] kevinto95845970,patgrant7777 [4] patgrant7777,key_viille_mp [4] key_viille_mp,drjimmystar [4] drjimmystar,yuliyainopinapr [4] yuliyainopinapr,yogaarmy [3] ramikantari,yaidunohannji [3] yogaarmy,drsure [3] actu,top Top Word Pairs in Tweet in G8:
[23] #iot,#ai [19] #riskmanagement,#encryption [19] #encryption,#iot [17] #cybersecurity,#infosec [15] #ai,#dataprotection [14] #ai,#artificialintelligence [13] #ai,#development [13] #development,#gamedev [13] #gamedev,#indiedev [13] #computerscience,#computerengineering Top Word Pairs in Tweet in G9:
[9] #ar,#vr [8] #augmentedreality,supermarkets [8] supermarkets,#ar [8] #vr,#ui [8] #ui,#ai [8] #ai,#cx [8] #cx,#iot [8] #iot,#ux [8] #ux,#future [8] #future,#emergingtechnologies Top Word Pairs in Tweet in G10:
[7] #5g,#iot [6] #ai,#ml [6] #iot,#ai [5] ai,iot [5] #ai,#iot [5] adoption,#emergingtech [5] #emergingtech,such [4] #iot,trends [4] trends,business [4] business,ideas Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: