The graph represents a network of 3,551 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 Saturday, 29 June 2019 at 07:40 UTC.
The requested start date was Friday, 28 June 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, 19-hour, 39-minute period from Wednesday, 26 June 2019 at 04:21 UTC to Friday, 28 June 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 : 3551
Unique Edges : 4756
Edges With Duplicates : 2739
Total Edges : 7495
Number of Edge Types : 3
Tweet : 1120
Mentions : 6332
Replies to : 43
Self-Loops : 1120
Reciprocated Vertex Pair Ratio : 0.0105820105820106
Reciprocated Edge Ratio : 0.0209424083769634
Connected Components : 368
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 1563
Maximum Edges in a Connected Component : 5338
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.374617
Graph Density : 0.000393937831438079
Modularity : 0.541939
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1242] iot,internet [1235] ai,bunch [1235] bunch,statements [1234] statements,blockchain [1234] blockchain,database [1234] database,cloud [1234] cloud,somebody [1234] somebody,s [1234] s,computer [1234] computer,iot Top Word Pairs in Tweet in G1:
[1233] tech,buzzwords [1233] buzzwords,explained [1233] explained,ai [1233] ai,bunch [1233] bunch,statements [1233] statements,blockchain [1233] blockchain,database [1233] database,cloud [1233] cloud,somebody [1233] somebody,s Top Word Pairs in Tweet in G2:
[426] gt,gt [161] #ai,#iot [105] #bigdata,#analytics [101] #ai,#artificialintelligence [96] #iot,#ai [95] #datascience,#ai [93] #ai,#machinelearning [78] mikequindazzi,gt [75] #internetofthings,#iot [74] #analytics,#datascience Top Word Pairs in Tweet in G3:
[561] #bigdata,#analytics [499] #datascience,#ai [430] #analytics,#datascience [364] #ai,#machinelearning [318] #ai,#iot [296] #iot,#iiot [239] #machinelearning,#iot [192] gt,gt [159] #iiot,#pytorch [113] #iot,#bigdata Top Word Pairs in Tweet in G4:
[30] #ai,#iot [23] ai,iot [22] #iot,#ai [17] iotとaiを活用したシェア型コミュニティファームのプランティオが1,5億円の資金調達 [14] iot,devices [13] iot,ai [12] hewlett,packard [12] packard,make [12] make,iot [12] devices,safer Top Word Pairs in Tweet in G5:
[10] #iot,#ai [9] #ai,#machinelearning [7] #iot,#iiot [6] pretty,neat [6] neat,timeline [6] timeline,#ai [6] #machinelearning,#ml [6] #ml,#deeplearning [6] #deeplearning,#dl [6] #dl,#insurtech Top Word Pairs in Tweet in G6:
[20] join,#internetofthings [20] #internetofthings,team [20] team,ia_uxjobs [20] ia_uxjobs,uxjobsboard [18] jojobickley,hiring [13] #5g,#ai [12] #ai,#iot [10] find,out [10] hiring,#productdesign [10] #productdesign,leaders Top Word Pairs in Tweet in G7:
[51] india,centric [51] centric,#industry4 [51] #industry4,0 [51] 0,strategy [51] strategy,enable [51] enable,#manufacturing [51] #manufacturing,industry [51] industry,capitalise [51] capitalise,#emergingtechnologies [50] omkar_raii,india Top Word Pairs in Tweet in G8:
[56] 1,ai [56] 2,iot [56] iot,3 [56] 3,blockchain [56] blockchain,4 [56] 4,3d [47] 4th,industrial [47] industrial,revolution [47] revolution,here [47] here,key Top Word Pairs in Tweet in G9:
[2] yuliyainopinapr,sprague_paul [2] sprague_paul,jilliemary [2] jilliemary,edward733 [2] edward733,yaidunohannji [2] yaidunohannji,patgrant7777 [2] patgrant7777,63_cabaa [2] 63_cabaa,ileana_helen [2] yaidunohannji,babygo2014 [2] babygo2014,paoloigna1 [2] paoloigna1,poppadikks Top Word Pairs in Tweet in G10:
[41] #5gishere,#5gswitch [38] #5g,#5gishere [35] #business,#entrepreneur [28] #entrepreneur,#siliconvalley [26] #mobileworldcongress,#mwc [26] #mwc,#mwc19 [25] #siliconvalley,#paloalto [24] #technology,#digitaltransformation [21] #paloalto,#technology [21] #digitaltransformation,#futuretech Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G9:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: