The graph represents a network of 2,313 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 Wednesday, 29 July 2020 at 11:41 UTC.
The requested start date was Wednesday, 29 July 2020 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, 2-hour, 10-minute period from Monday, 27 July 2020 at 21:50 UTC to Wednesday, 29 July 2020 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 : 2313
Unique Edges : 2727
Edges With Duplicates : 9621
Total Edges : 12348
Number of Edge Types : 5
Retweet : 3961
MentionsInRetweet : 5980
Mentions : 1386
Tweet : 991
Replies to : 30
Self-Loops : 1087
Reciprocated Vertex Pair Ratio : 0.0185042405551272
Reciprocated Edge Ratio : 0.036336109008327
Connected Components : 248
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1891
Maximum Edges in a Connected Component : 11816
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.803547
Graph Density : 0.000988096466938038
Modularity : 0.313757
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,313 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 Wednesday, 29 July 2020 at 11:41 UTC.
The requested start date was Wednesday, 29 July 2020 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, 2-hour, 10-minute period from Monday, 27 July 2020 at 21:50 UTC to Wednesday, 29 July 2020 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot ai
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1167] #ai,#iot [1003] #bigdata,#analytics [920] #iot,#iiot [826] #datascience,#ai [778] #analytics,#datascience [710] #ai,#machinelearning [512] gt,gt [496] #python,#rstats [463] #machinelearning,#iot [452] #iiot,#python Top Word Pairs in Tweet in G1:
[225] #ai,#iot [56] #future,#navigation [56] #navigation,powered [56] powered,#ar [56] #ar,#mr [56] #mr,mt [56] mt,alvinfoo [56] alvinfoo,#vr [56] #vr,#digitaltransformation [56] #digitaltransformation,#3danimation Top Word Pairs in Tweet in G2:
[924] #bigdata,#analytics [759] #iot,#iiot [724] #analytics,#datascience [700] #datascience,#ai [580] #ai,#machinelearning [430] #python,#rstats [420] #iiot,#python [392] #machinelearning,#iot [369] #ai,#iot [197] #datascience,#iot Top Word Pairs in Tweet in G3:
[421] #ai,#iot [297] gt,gt [133] #machinelearning,#ai [119] #iot,#bigdata [98] #iot,cc [94] #bigdata,#machinelearning [90] cc,mikequindazzi [89] ht,mikequindazzi [80] #datascience,#ai [78] #ai,#ml Top Word Pairs in Tweet in G4:
[95] #iiot,#iotpl [78] #bigdata,#datascience [63] #iot,#iiot [41] #ai,#bigdata [35] #datascience,#ai [33] #iotpl,#ai [22] #ai,#machinelearning [21] #streaminganalytics,#edgeanalytics [21] #datascience,#machinelearning [20] content,#datascientists Top Word Pairs in Tweet in G5:
[25] #iot,#ai [22] ai,iot [16] #ai,#iot [10] disruptive,technologies [10] iot,ai [9] ways,harness [9] harness,ai [9] iot,disruptive [9] technologies,competitive [8] competitive,advantage Top Word Pairs in Tweet in G6:
[39] #robotics,#automation [39] #automation,#robot [33] #robot,#artificialintelligence [27] #artificialintelligence,#machinelearning [22] #ai,#iot [19] #machinelearning,#engineering [17] #engineering,#ai [7] robot,#robotics [5] jumping,robot [5] #iot,seeker Top Word Pairs in Tweet in G7:
[2] #infographic,top [2] top,advantages [2] advantages,#ai [2] #ai,#robotics [2] #robotics,#healthcare [2] #healthcare,#artificialintelligence [2] #artificialintelligence,#robots Top Word Pairs in Tweet in G8:
[15] #iot,#ai [8] book,#iot [7] ai,iot [7] disruptive,technologies [7] online,sep [6] digital,healthcare [6] healthcare,world [6] world,congress [6] congress,2020 [6] 2020,online Top Word Pairs in Tweet in G9:
[12] thetyee,lets [12] lets,ask [12] ask,melissadegenova [12] melissadegenova,ranrinbc [12] ranrinbc,ᴴᴰ [12] ᴴᴰ,npavancouver [12] npavancouver,vangreens [12] vangreens,visionvancouver [12] visionvancouver,gregorrobertson [12] gregorrobertson,udibc Top Word Pairs in Tweet in G10:
[10] venturebeat,nvidia [10] nvidia,presented [10] presented,full [10] full,day [10] day,sessions [10] sessions,executive [10] executive,roundtables [10] roundtables,focused [10] focused,#ai [10] #ai,edge Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: