The graph represents a network of 1,479 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 December 2022 at 11:45 UTC.
The requested start date was Friday, 16 December 2022 at 01:01 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, 6-hour, 56-minute period from Tuesday, 13 December 2022 at 18:03 UTC to Friday, 16 December 2022 at 01:00 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 : 1479
Unique Edges : 935
Edges With Duplicates : 16834
Total Edges : 17769
Number of Edge Types : 5
Retweet : 6357
MentionsInRetweet : 7774
Mentions : 2165
Tweet : 1440
Replies to : 33
Self-Loops : 2972
Reciprocated Vertex Pair Ratio : 0.0139124533423821
Reciprocated Edge Ratio : 0.0274431057563588
Connected Components : 24
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1440
Maximum Edges in a Connected Component : 17640
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.097853
Graph Density : 0.0013669039077532
Modularity : 0.113993
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,479 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 December 2022 at 11:45 UTC.
The requested start date was Friday, 16 December 2022 at 01:01 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, 6-hour, 56-minute period from Tuesday, 13 December 2022 at 18:03 UTC to Friday, 16 December 2022 at 01:00 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 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:
[2869] #bigdata,#analytics [2372] #iot,#iiot [1712] #ai,#ml [1674] #ai,#machinelearning [1619] #python,#rstats [1585] #analytics,#ai [1567] #datascience,#ai [1471] #analytics,#datascience [1449] #machinelearning,#iot [1387] #iiot,#python Top Word Pairs in Tweet in G1:
[808] #iot,#iiot [637] #ai,#ml [636] #iiot,#iotpl [334] #iotpl,#iotcl [302] #programming,#coding [291] #bigdata,#analytics [285] #ai,#machinelearning [277] #ml,#iot [274] #analytics,#ai [269] #datascience,#analytics Top Word Pairs in Tweet in G2:
[291] #bigdata,#analytics [282] #cybersecurity,#bigdata [281] #analytics,#ai [276] #ai,#iiot [273] #datascience,#sql [273] #sql,#cybersecurity [246] #machinelearning,#datascience [194] #iiot,#python [187] #rstats,#tensorflow [170] #python,#rstats Top Word Pairs in Tweet in G3:
[277] #bigdata,#analytics [270] #ai,#ml [234] #ml,#datascience [228] #artificialintelligence,#ai [224] #datascientist,#csuite [224] #smartcity,#datascientist [224] #web3,#cx [224] #healthtech,#smartcity [224] #csuite,#digitalhealth [224] #digitalhealth,#web3 Top Word Pairs in Tweet in G4:
[1307] #bigdata,#analytics [773] #iot,#iiot [735] #ai,#machinelearning [706] #analytics,#datascience [701] #datascience,#ai [695] #iiot,#python [681] #python,#rstats [680] #machinelearning,#iot [652] #analytics,#ai [542] #ai,#ml Top Word Pairs in Tweet in G5:
[446] #bigdata,#analytics [421] #analytics,#datascience [419] #datascience,#ai [414] #ai,#machinelearning [411] #iot,#iiot [403] #machinelearning,#iot [249] #python,#rstats [196] #iiot,#python [185] #pytorch,#python [184] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[227] #ml,#datascience [226] #ai,#ml [222] #datascience,#datascientists [222] #artificialintelligence,#ai [215] #datascientists,#codenewbies [214] #codenewbies,#tech [131] #tech,#deeplearning [126] #bigdata,#analytics [90] #analytics,#ai [87] #cybersecurity,#bigdata Top Word Pairs in Tweet in G7:
[923] #digitalhealth,#web3 [923] #healthtech,#smartcity [923] #csuite,#digitalhealth [923] #datascientist,#csuite [923] #web3,#cx [923] #smartcity,#datascientist [921] #cx,#ehealth [916] #ehealth,#finserv [551] #finserv,#cloud [387] chidambara09,#healthtech Top Word Pairs in Tweet in G8:
[51] #datascience,#ai [51] #iot,#iiot [48] #ai,#machinelearning [47] #bigdata,#analytics [47] #analytics,#datascience [41] #machinelearning,#iot [25] #python,#rstats [21] #iiot,#pytorch [21] #pytorch,#python [20] #iiot,#python Top Word Pairs in Tweet in G9:
[6] transform,software [6] service,saas [6] software,service [6] artificial,intelligence [6] saas,market [6] #machinelearning,transform [6] intelligence,#machinelearning [6] evolution,artificial [5] #ai,#aiio [5] #bigdata,#ml Top Word Pairs in Tweet in G10:
[40] #bigdata,#analytics [32] #ai,#iiot [32] #analytics,#ai [32] #cybersecurity,#bigdata [31] #machinelearning,#datascience [25] cheat,sheet [25] #datascience,#cybersecurity [24] #iiot,#iot [24] #iot,#5g [20] keywords,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: