The graph represents a network of 3,113 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, 26 April 2019 at 07:39 UTC.
The requested start date was Friday, 26 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 21-hour, 38-minute period from Thursday, 25 April 2019 at 02:22 UTC to Friday, 26 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 : 3113
Unique Edges : 5462
Edges With Duplicates : 2853
Total Edges : 8315
Number of Edge Types : 3
Mentions : 6497
Tweet : 1767
Replies to : 51
Self-Loops : 1767
Reciprocated Vertex Pair Ratio : 0.00896860986547085
Reciprocated Edge Ratio : 0.0177777777777778
Connected Components : 621
Single-Vertex Connected Components : 403
Maximum Vertices in a Connected Component : 2036
Maximum Edges in a Connected Component : 7027
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.079199
Graph Density : 0.000557410378733514
Modularity : 0.497783
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1579] gt,gt [1130] #ai,#iot [554] #iot,#ai [334] #ai,#machinelearning [308] #bigdata,#analytics [293] mikequindazzi,gt [284] #analytics,#datascience [283] #datascience,#ai [267] ai,iot [196] #iot,#iiot Top Word Pairs in Tweet in G1:
[1055] gt,gt [333] #ai,#iot [196] mikequindazzi,gt [152] gt,#ai [133] read,more [121] more,here [114] #iot,#bigdata [93] artificial,intelligence [84] #ai,#machinelearning [83] big,data Top Word Pairs in Tweet in G2:
[377] #ai,#iot [169] gt,gt [151] #iot,#ai [132] change,world [100] #ai,#artificialintellige [90] #ai,#robotics [87] ai,iot [86] #robotics,#iot [83] #iot,humans [83] work,together Top Word Pairs in Tweet in G3:
[61] ai,iot [45] #ai,#iot [31] artificial,intelligence [28] gt,gt [27] read,more [25] #iot,#ai [24] #防犯,#顔認証システム [22] #顔認証システム,#集団ストーカー [21] blockchain,ai [21] more,here Top Word Pairs in Tweet in G4:
[148] gt,gt [139] #ai,#iot [114] #robots,inspired [114] inspired,nature [114] nature,powered [114] powered,#ai [114] #iot,advancing [114] advancing,#robotics [88] #robotics,gigadgets_ [84] ht,mikequindazzi Top Word Pairs in Tweet in G5:
[100] #iot,#ai [98] #innovation,#robotics [98] #robotics,#robots [98] #robots,#tech [98] #tech,#iot [50] gt,gt [50] #future,#job [50] #job,interviews [50] interviews,set [50] set,lot Top Word Pairs in Tweet in G6:
[240] #bigdata,#analytics [230] #analytics,#datascience [226] #datascience,#ai [194] #ai,#machinelearning [92] #iot,#iiot [74] #machinelearning,#iot [74] alert,agodgmt [53] #iiot,#pytorch [36] agodgmt,animal [36] animal,eminem Top Word Pairs in Tweet in G7:
[65] #ai,#iot [50] strange,feeling [50] feeling,being [50] being,followed [50] followed,#ai [49] evankirstel,strange [37] gt,gt [9] #bigdata,#iot [9] #iot,#iiot [9] #iot,#ai Top Word Pairs in Tweet in G8:
[9] ai,powered [9] powered,iot [9] iot,data [9] #iot,#ai [9] #data,#ai [9] #ai,#iot [6] t,wait [6] wait,hear [6] hear,ambarmstrong [6] ambarmstrong,talk Top Word Pairs in Tweet in G9:
[26] #ai,#marketing [26] #marketing,#business [24] #business,#socialmedia [16] perseverance,secret [16] secret,triumphs [16] triumphs,#ai [16] #socialmedia,#leadership [16] #leadership,#iot [12] ramikantari,perseverance [11] #iot,#ai Top Word Pairs in Tweet in G10:
[12] building,smarter [12] products,edge [12] #ai,#ml [11] smarter,iot [11] iot,products [11] edge,ai [10] #iot,#ai [9] #ml,enabling [9] enabling,better [9] better,medical Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: