The graph represents a network of 2,375 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 April 2019 at 08:54 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 1-day, 8-hour, 6-minute period from Wednesday, 24 April 2019 at 15:54 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 : 2375
Unique Edges : 4404
Edges With Duplicates : 3316
Total Edges : 7720
Number of Edge Types : 3
Tweet : 1690
Mentions : 5947
Replies to : 83
Self-Loops : 1690
Reciprocated Vertex Pair Ratio : 0.011060507482108
Reciprocated Edge Ratio : 0.0218790218790219
Connected Components : 211
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 1958
Maximum Edges in a Connected Component : 7142
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.895723
Graph Density : 0.000826852303462954
Modularity : 0.441756
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[678] #bigdata,#analytics [675] #ai,#iot [618] #iot,#bigdata [601] gt,gt [544] #analytics,#datascience [435] #ai,#machinelearning [415] #datascience,#ai [408] read,more [371] more,here [366] artificial,intelligence Top Word Pairs in Tweet in G1:
[333] read,more [315] more,here [253] artificial,intelligence [151] big,data [144] #ai,#iot [118] #ai,#machinelearning [117] #bigdata,#analytics [115] #bigdata,#iot [108] gt,gt [96] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[318] gt,gt [232] #ai,#iot [186] #iot,#bigdata [113] #cybersecurity,#bigdata [76] infographic,#iot [75] #iot,#cybersecurity [65] internet,things [63] mikequindazzi,gt [56] #bigdata,#infosec [55] #bigdata,#iot Top Word Pairs in Tweet in G3:
[209] #ai,#iot [191] #robots,inspired [191] inspired,nature [191] nature,powered [191] powered,#ai [191] #iot,advancing [191] advancing,#robotics [166] #robotics,gigadgets_ [151] paula_piccard,#robots [151] gigadgets_,ht Top Word Pairs in Tweet in G4:
[331] #bigdata,#analytics [309] #analytics,#datascience [283] #datascience,#ai [249] #ai,#machinelearning [128] #iot,#iiot [94] #machinelearning,#iot [72] #iiot,#pytorch [47] #pytorch,#python [42] #azure,#iot [40] machine,learning Top Word Pairs in Tweet in G5:
[48] #iot,#bigdata [31] read,more [29] more,here [28] artificial,intelligence [17] big,data [17] machine,learning [12] #ai,#iot [11] #bigdata,#iot [10] gt,gt [8] internet,things Top Word Pairs in Tweet in G6:
[30] #datascience,#machinelearning [21] last,week's [21] week's,top [21] top,content [21] content,#datascience [21] #machinelearning,datasciencectrl [21] datasciencectrl,#abdsc [20] kirkdborne,last [20] #abdsc,#big [12] artificial,intelligence Top Word Pairs in Tweet in G7:
[169] #iot,#bigdata [145] #bigdata,#analytics [101] #analytics,#datascience [70] #datascience,#reactjs [69] https,t [69] t,co [66] #reactjs,#vuejs [66] #vuejs,#golang [66] #golang,#serverless [8] co,ymlx44etb3 Top Word Pairs in Tweet in G8:
[13] build,successful [13] successful,#app [13] #app,#python [13] #python,#java [13] #java,#javascript [13] #javascript,#ruby [13] #ruby,#rubyonrails [13] #rubyonrails,#programming [13] #programming,#business [13] #business,#code Top Word Pairs in Tweet in G9:
[21] sigfox,líder [21] líder,mundial [21] mundial,#iot [21] #iot,#conectividad [21] #conectividad,también [21] también,participará [21] participará,#tech4fleet [21] #tech4fleet,únete [20] tech4fleet,sigfox [20] únete,#transformaciondigital Top Word Pairs in Tweet in G10:
[4] #iot,#iiot [4] #1,#ai [4] #ai,#career [4] #career,#job [4] #job,site [4] find,dream [4] dream,job [3] great,read [3] read,gt [3] gt,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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 G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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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: