The graph represents a network of 1,660 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, 22 September 2021 at 11:41 UTC.
The requested start date was Wednesday, 22 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 59-minute period from Saturday, 18 September 2021 at 08:17 UTC to Tuesday, 21 September 2021 at 09:16 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 : 1660
Unique Edges : 2289
Edges With Duplicates : 15687
Total Edges : 17976
Number of Edge Types : 5
Mentions : 1290
Retweet : 6688
MentionsInRetweet : 8804
Tweet : 1147
Replies to : 47
Self-Loops : 1256
Reciprocated Vertex Pair Ratio : 0.0212765957446809
Reciprocated Edge Ratio : 0.0416666666666667
Connected Components : 180
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 1303
Maximum Edges in a Connected Component : 17474
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.69776
Graph Density : 0.00198697139371228
Modularity : 0.213195
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,660 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, 22 September 2021 at 11:41 UTC.
The requested start date was Wednesday, 22 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 59-minute period from Saturday, 18 September 2021 at 08:17 UTC to Tuesday, 21 September 2021 at 09:16 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:
[1977] #iot,#iiot [1952] #bigdata,#analytics [1669] #ai,#datascience [1068] #datascience,#ai [988] #analytics,#ai [983] #python,#bigdata [971] #analytics,#datascience [919] #datascience,#iot [842] #ai,#machinelearning [807] #artificialintelligence,#ai Top Word Pairs in Tweet in G1:
[1500] #ai,#datascience [1408] #iot,#iiot [1408] #bigdata,#analytics [825] #python,#bigdata [822] #analytics,#ai [749] #artificialintelligence,#ai [744] #datascience,#iot [707] #datascience,#ai [634] artificial,intelligence [587] #analytics,#datascience Top Word Pairs in Tweet in G2:
[139] #ai,#iot [111] #iot,#iiot [85] #bigdata,#analytics [70] #datascience,#ai [66] #analytics,#datascience [63] #ai,#machinelearning [41] #ai,#datascience [36] #machinelearning,#bigdata [35] #analytics,#ai [35] #iot,#5g Top Word Pairs in Tweet in G3:
[407] #bigdata,#analytics [404] #iot,#iiot [287] #analytics,#datascience [252] #datascience,#ai [199] #ai,#machinelearning [157] #machinelearning,#iot [149] #javascript,#reactjs [148] #python,#rstats [143] #programming,#coding [140] #coding,#100daysofcode Top Word Pairs in Tweet in G4:
[45] #ai,#iot [26] #iot,#ai [22] #datascience,#ai [19] #iot,#iiot [18] #selfdrivingcars,#ai [16] #iot,#bigdata [16] #ai,#xr [16] #xr,#robotics [15] #iot,#5g [14] #5g,#autonomousvehicles Top Word Pairs in Tweet in G5:
[13] #ai,#iot [9] ai,iot [9] iot,ai [8] #iot,#ai [7] #ar,#vr [6] watch,click [6] click,play [6] play,#rp [6] #rp,aka [6] aka,#mj Top Word Pairs in Tweet in G6:
[37] #operationbreathefreshcleanair,#machinelearning [37] #machinelearning,#5g [36] #5g,#datascience [35] #datascience,#100daysofcode [27] #100daysofcode,#python [22] #python,#cybersecurity [19] #cybersecurity,#bigdata [19] #bigdata,#ai [17] #ai,#iot [10] viralvideovlogs,#operationbreathefreshcleanair Top Word Pairs in Tweet in G7:
[11] #iot,#edgeai [11] #edgeai,#artificialintelligence [11] #artificialintelligence,#machinelearning [11] #machinelearning,#edgecomputing [11] #edgecomputing,edge [11] edge,ai [11] ai,work [9] akbarth3great,#iot [8] #bigdata,#analytics [7] #iot,#iiot Top Word Pairs in Tweet in G8:
[11] moe_teqipf,delivering [11] delivering,future [11] future,skills [11] skills,ai [11] ai,ml [11] ml,iot [11] iot,cyber [11] cyber,security [11] security,virtual [11] virtual,reality Top Word Pairs in Tweet in G9:
[38] #iot,#ai [34] #cybersecurity,#computerengineering [34] #computerengineering,#iot [34] #ai,#computerscience [34] #computerscience,#hacking [34] #hacking,#hacker [34] #hacker,#pentest [34] #pentest,#tech [34] #tech,#code [34] #code,#coding Top Word Pairs in Tweet in G10:
[26] already,launched [26] launched,20 [26] 20,coes [26] coes,various [26] various,emerging [26] emerging,technologies [26] technologies,iot [26] iot,ai [26] ai,big [26] big,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
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:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: