The graph represents a network of 1,595 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 March 2019 at 19:00 UTC.
The requested start date was Friday, 29 March 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 3-day, 2-hour, 31-minute period from Monday, 25 March 2019 at 21:28 UTC to Friday, 29 March 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 : 1595
Unique Edges : 2817
Edges With Duplicates : 4287
Total Edges : 7104
Number of Edge Types : 3
Mentions : 6350
Replies to : 12
Tweet : 742
Self-Loops : 742
Reciprocated Vertex Pair Ratio : 0.0157504632489191
Reciprocated Edge Ratio : 0.0310124657950745
Connected Components : 87
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 1428
Maximum Edges in a Connected Component : 6922
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.839419
Graph Density : 0.00129364426945875
Modularity : 0.343899
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2515] #bigdata,#analytics [2257] #datascience,#ai [1779] #analytics,#datascience [1708] #iot,#iiot [1392] #ai,#machinelearning [952] #machinelearning,#iot [738] #iiot,#pytorch [542] #ai,#iot [468] #machinelearning,#datascience [444] #pytorch,#python Top Word Pairs in Tweet in G1:
[210] gt,gt [108] #iot,#iiot [96] #cybersecurity,#bigdata [64] #ai,#iot [61] #iot,#analytics [60] #ai,#cybersecurity [58] #analytics,#iiot [49] #iiot,#cybersecurity [42] artificial,intelligence [41] facts,need Top Word Pairs in Tweet in G2:
[1845] #bigdata,#analytics [1665] #datascience,#ai [1301] #analytics,#datascience [995] #ai,#machinelearning [941] #iot,#iiot [697] #machinelearning,#iot [519] #iiot,#pytorch [345] #machinelearning,#datascience [304] #analytics,#machinelearning [303] #pytorch,#python Top Word Pairs in Tweet in G3:
[500] #bigdata,#analytics [457] #datascience,#ai [370] #analytics,#datascience [301] #iot,#iiot [282] #ai,#machinelearning [193] #machinelearning,#iot [178] #iiot,#pytorch [116] #pytorch,#python [92] #machinelearning,#datascience [90] #ai,#iot Top Word Pairs in Tweet in G4:
[54] #iot,#internetofthings [52] #robot,skill [52] skill,copying [52] copying,human [52] human,hand [52] hand,movements [52] movements,intengineering [52] intengineering,#mwc19 [51] #mwc19,#robotics [51] #robotics,#iot Top Word Pairs in Tweet in G5:
[185] #iot,#iiot [134] #cloud,#cio [95] #hybridcloud,#cloud [87] silicon,valley [84] #cio,#ai [77] million,impressions [72] cloudexpo,silicon [72] impressions,month [63] #ai,#iot [56] exhibit,cloudexpo Top Word Pairs in Tweet in G6:
[83] #business,#entrepreneur [61] #5gishere,#5gswitch [61] #siliconvalley,#paloalto [60] #5gswitch,#mwc19 [56] #5g,#5gishere [53] #entrepreneur,#siliconvalley [46] #paloalto,#technology [45] #mwc19,#business [40] #internetofthings,#iiot [29] #technology,#digitaltransformation Top Word Pairs in Tweet in G7:
[9] #iot,#iiot [7] follow,aiqawards [7] #1,#ai [7] #ai,#career [7] #career,#job [7] #job,site [7] site,find [7] find,dream [7] dream,job [4] aiq,awards Top Word Pairs in Tweet in G8:
[137] gt,gt [25] #bigdata,#analytics [24] #datascience,#ai [18] #analytics,#datascience [18] benefits,#iot [18] #iot,adoption [18] adoption,concerns [18] concerns,over [18] over,#cybersecurity [18] #cybersecurity,gt Top Word Pairs in Tweet in G9:
[42] #iot,#iiot [36] #bigdata,#analytics [35] #datascience,#ai [28] #analytics,#datascience [28] #digitalmarketing,#contentmarketing [26] #contentmarketing,#growthhacking [26] #growthhacking,#startup [25] #ai,#machinelearning [25] #startup,#seo [19] #machinelearning,#iot Top Word Pairs in Tweet in G10:
[7] #iot,#iiot [4] artificial,intelligence [4] #ai,#iot [4] check,out [4] #bigdata,#ai [4] foghorn,brings [4] brings,industrial [4] industrial,analytics [4] analytics,machine [4] machine,learning Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: