The graph represents a network of 2,186 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, 11 January 2019 at 09:10 UTC.
The requested start date was Friday, 11 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 6-day, 3-hour, 46-minute period from Friday, 04 January 2019 at 21:15 UTC to Friday, 11 January 2019 at 01:01 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 : 2186
Unique Edges : 4833
Edges With Duplicates : 4602
Total Edges : 9435
Number of Edge Types : 3
Mentions : 7961
Replies to : 15
Tweet : 1459
Self-Loops : 1459
Reciprocated Vertex Pair Ratio : 0.0185826197850246
Reciprocated Edge Ratio : 0.0364872115900554
Connected Components : 180
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 1874
Maximum Edges in a Connected Component : 9066
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.567292
Graph Density : 0.00117054440468888
Modularity : 0.348593
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1781] gt,gt [1006] ai,iot [801] iot,bigdata [504] bigdata,analytics [448] bigdata,iot [430] iot,iiot [374] mikequindazzi,gt [288] read,more [260] machinelearning,deeplearning [253] artificial,intelligence Top Word Pairs in Tweet in G1:
[711] gt,gt [416] iot,bigdata [397] ai,iot [142] mikequindazzi,gt [130] ml,ai [127] cybersecurity,bigdata [122] cc,mikequindazzi [121] fintech,iot [120] iot,marketing [119] infographic,ml Top Word Pairs in Tweet in G2:
[392] ai,iot [347] bigdata,analytics [339] gt,gt [289] iot,iiot [228] read,more [210] more,here [181] datascience,ai [172] iiot,python [170] iot,bigdata [166] datascience,machinelearning Top Word Pairs in Tweet in G3:
[105] gt,gt [57] ai,iot [55] bigdata,iot [55] iot,bigdata [35] iot,ai [30] iot,iiot [29] bigdata,analytics [29] iot,digital [29] digital,robotics [27] ai,machinelearning Top Word Pairs in Tweet in G4:
[470] gt,gt [104] mikequindazzi,gt [59] gt,ai [49] iot,bigdata [42] ai,iot [39] gt,mikequindazzi [24] bigdata,dataanalytics [19] machinelearning,deeplearning [18] gt,pwc [18] pwc,mikequindazzi Top Word Pairs in Tweet in G6:
[74] gt,gt [19] ai,bigdata [19] read,more [16] mikequindazzi,gt [15] technologies,next [14] bigdata,iot [14] 30,technologies [14] next,decade [14] decade,infographics [14] infographics,seanmoffitt Top Word Pairs in Tweet in G5:
[26] ø,ø [21] bigdata,iot [18] iot,bigdata [16] gt,gt [15] ø,ù [11] ai,ml [11] big,data [11] ù,ø [10] ml,dl [8] blockchain,bigdata Top Word Pairs in Tweet in G7:
[46] ai,bigdata [37] iot,cloud [37] top,influencers [37] influencers,artificial [37] artificial,intelligence [37] verdictuk,ai [37] bigdata,iot [35] intelligence,verdictuk [31] tamaramccleary,top [29] cloud,roboti Top Word Pairs in Tweet in G8:
[28] check,out [26] augmented,reality [25] thefuturist007,check [24] out,whole [24] whole,new [24] new,dimension [24] dimension,books [24] books,made [24] made,possible [24] possible,augmented Top Word Pairs in Tweet in G9:
[51] open,iot [51] iot,blockchain [51] blockchain,ai [51] ai,enterpriseagility [51] enterpriseagility,digitaltransformation [51] digitaltransformation,consultancyservices [51] consultancyservices,cx [51] cx,ux [51] ux,iot [50] paradigminov8,open Top Word Pairs in Tweet in G10:
[17] innovation,ai [14] smart,intelligent [14] intelligent,buildings [14] buildings,bead [14] bead,technology [14] technology,technology [14] technology,innovation [14] ai,bigdata [14] bigdata,entrepeneur [14] entrepeneur,iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G5:
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 G6:
Top Tweeters in G5:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: