The graph represents a network of 1,592 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 20:59 UTC.
The requested start date was Tuesday, 26 October 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 2-day, 23-hour, 8-minute period from Saturday, 23 October 2021 at 00:52 UTC to Tuesday, 26 October 2021 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 : 1592
Unique Edges : 1716
Edges With Duplicates : 14847
Total Edges : 16563
Number of Edge Types : 5
Retweet : 6620
MentionsInRetweet : 8238
Mentions : 816
Tweet : 877
Replies to : 12
Self-Loops : 1083
Reciprocated Vertex Pair Ratio : 0.0153442358166768
Reciprocated Edge Ratio : 0.030224696758799
Connected Components : 80
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1476
Maximum Edges in a Connected Component : 16418
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.534035
Graph Density : 0.00198549314769953
Modularity : 0.186386
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,592 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 20:59 UTC.
The requested start date was Tuesday, 26 October 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 2-day, 23-hour, 8-minute period from Saturday, 23 October 2021 at 00:52 UTC to Tuesday, 26 October 2021 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 : #iiot
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:
[3034] #bigdata,#analytics [2641] #analytics,#datascience [2605] #iot,#iiot [2252] #datascience,#ai [1667] #ai,#machinelearning [1425] #python,#rstats [922] #iiot,#python [826] #iiot,#pytorch [720] #machinelearning,#bigdata [716] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[2128] #bigdata,#analytics [1859] #analytics,#datascience [1579] #datascience,#ai [1425] #iot,#iiot [1197] #ai,#machinelearning [982] #python,#rstats [694] #iiot,#python [554] #iiot,#pytorch [540] #machinelearning,#iot [540] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[645] #iot,#iiot [452] #bigdata,#analytics [374] #analytics,#datascience [329] #datascience,#ai [312] #iiot,#iotpl [244] #ai,#machinelearning [183] #python,#rstats [180] #iotpl,#iotcommunity [168] coffee,talk [138] #ai,#ml Top Word Pairs in Tweet in G3:
[232] #iot,#iiot [185] #bigdata,#analytics [174] #analytics,#datascience [150] #datascience,#ai [117] #machinelearning,#ai [110] #ai,#machinelearning [83] #python,#rstats [63] #ai,#iiot [57] #machinelearning,#bigdata [55] #ai,#iot Top Word Pairs in Tweet in G4:
[214] #bigdata,#analytics [187] #analytics,#datascience [150] #datascience,#ai [109] #iot,#iiot [99] #rstats,#tensorflow [80] #iiot,#pytorch [78] #ai,#machinelearning [66] #python,#rstats [52] #ai,#iot [48] #iiot,#rstats Top Word Pairs in Tweet in G5:
[59] 50,blockchain [59] blockchain,world [59] world,use [59] use,cases [59] cases,infographic [59] infographic,#blockchain [59] #blockchain,#cybersecurity [59] #cybersecurity,#mobile [59] #mobile,#insurtech [58] fisher85m,50 Top Word Pairs in Tweet in G6:
[121] #iot,#iiot [104] #python,#rstats [95] #ai,#python [95] #analytics,#machinelearning [95] #machinelearning,#ai [94] #rstats,#reactjs [94] #reactjs,#iot [92] #iiot,#linux [54] #ai,#ml [50] #linux,#serverl Top Word Pairs in Tweet in G7:
[60] time,critical [53] critical,communication [19] lag,free [19] communication,#5g [17] #vr,#ar [17] communication,time [17] time,#5g [16] #urllc,#iot [16] #ar,#iiot [16] #iot,#iiot Top Word Pairs in Tweet in G8:
[7] #iot,#iiot [3] learn,more [3] schneider,electric [2] #iiot,#iot [2] #iot,#tech [2] #iiot,software [2] team,showed [2] showed,private [2] #iiot,#iotpl [2] #iotpl,#iotcommunity Top Word Pairs in Tweet in G9:
[19] #iot,#iotjobs [16] #iotjobs,#internetofthings [15] #internetofthings,#iiot [4] #iot,#iiot [4] celebrating,ten [4] ten,years [4] years,connecting [4] connecting,world [4] world,one [4] one,device Top Word Pairs in Tweet in G10:
[13] data,confidence [13] confidence,fabrics [13] fabrics,unlock [13] unlock,smart [13] smart,factories [13] factories,#iota [11] #iota,#smartfactory [11] #smartfactory,#dcf [11] #dcf,#iiot [11] #iiot,shi4tech 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 G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: