The graph represents a network of 2,400 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 Friday, 26 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, 14-hour, 1-minute period from Wednesday, 24 April 2019 at 09:59 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 : 2400
Unique Edges : 4337
Edges With Duplicates : 3251
Total Edges : 7588
Number of Edge Types : 3
Tweet : 1845
Mentions : 5652
Replies to : 91
Self-Loops : 1845
Reciprocated Vertex Pair Ratio : 0.0115812917594655
Reciprocated Edge Ratio : 0.0228974020255394
Connected Components : 256
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 1883
Maximum Edges in a Connected Component : 6774
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.025665
Graph Density : 0.000788870362651105
Modularity : 0.44318
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[729] #iot,#bigdata [707] #ai,#iot [684] #bigdata,#analytics [622] gt,gt [539] #analytics,#datascience [417] #ai,#machinelearning [391] #datascience,#ai [343] read,more [318] artificial,intelligence [303] #iot,#iiot Top Word Pairs in Tweet in G1:
[258] read,more [223] more,here [207] artificial,intelligence [141] #ai,#iot [141] big,data [137] #ai,#machinelearning [135] #bigdata,#iot [118] #bigdata,#analytics [108] #iot,#bigdata [96] #analytics,#datascience Top Word Pairs in Tweet in G2:
[411] gt,gt [246] #ai,#iot [216] #iot,#bigdata [124] #cybersecurity,#bigdata [81] #iot,#cybersecurity [80] infographic,#iot [80] mikequindazzi,gt [78] internet,things [63] #bigdata,#infosec [63] #bigdata,#iot Top Word Pairs in Tweet in G3:
[202] #ai,#iot [180] inspired,nature [180] nature,powered [180] powered,#ai [180] #iot,advancing [179] #robots,inspired [179] advancing,#robotics [160] #robotics,gigadgets_ [146] paula_piccard,#robots [145] gigadgets_,ht Top Word Pairs in Tweet in G4:
[62] #iot,#bigdata [46] artificial,intelligence [37] read,more [35] more,here [24] machine,learning [23] big,data [14] #bigdata,#iot [13] internet,things [13] #ai,#iot [12] #bigdata,#analytics Top Word Pairs in Tweet in G5:
[313] #bigdata,#analytics [290] #analytics,#datascience [268] #datascience,#ai [232] #ai,#machinelearning [117] #iot,#iiot [85] #machinelearning,#iot [67] #iiot,#pytorch [44] #pytorch,#python [37] #azure,#iot [35] machine,learning Top Word Pairs in Tweet in G6:
[27] #ai,#iot [20] #bigdata,#analytics [17] #ai,#machinelearning [15] #devops,nodexl [15] nodexl,santchiweb [15] santchiweb,releaseteam [15] releaseteam,cloudexpo [15] cloudexpo,serverlessfan [15] serverlessfan,azuredevops [15] azuredevops,mike_pfeiffer Top Word Pairs in Tweet in G7:
[202] #iot,#bigdata [172] #bigdata,#analytics [122] #analytics,#datascience [84] #datascience,#reactjs [84] https,t [84] t,co [80] #reactjs,#vuejs [80] #vuejs,#golang [80] #golang,#serverless [10] co,ymlx44etb3 Top Word Pairs in Tweet in G8:
[26] #iiot,#ioe [26] #ai,#iot [25] #ioe,#ai [22] #infosec,#mobilesecurity [22] #mobilesecurity,#saas [21] #saas,#tech [20] #industry40,#iot [18] #iot,#iiot [14] #iot,#bigdata [14] #infographic,#infosec Top Word Pairs in Tweet in G9:
[6] #ai,#bigdata [5] infographic,#iot [4] spirosmargaris,jimmarous [4] #iot,#ai [3] bringing,#deeplearning [3] #deeplearning,life [3] life,spirosmargaris [3] jimmarous,xbond49 [3] xbond49,psb_dc [3] psb_dc,therudingroup Top Word Pairs in Tweet in G10:
[4] #1,#ai [4] #ai,#career [4] #career,#job [4] #job,site [4] find,dream [4] dream,job [3] #iot,#iiot [3] post,#ai [3] #ai,solutions [3] solutions,ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: