The graph represents a network of 1,344 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, 01 January 2021 at 11:41 UTC.
The requested start date was Friday, 01 January 2021 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, 4-hour, 45-minute period from Tuesday, 29 December 2020 at 20:11 UTC to Friday, 01 January 2021 at 00:57 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 : 1344
Unique Edges : 1684
Edges With Duplicates : 16259
Total Edges : 17943
Number of Edge Types : 5
Retweet : 7009
MentionsInRetweet : 9437
Mentions : 960
Tweet : 519
Replies to : 18
Self-Loops : 723
Reciprocated Vertex Pair Ratio : 0.018713204373423
Reciprocated Edge Ratio : 0.0367389060887513
Connected Components : 22
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1310
Maximum Edges in a Connected Component : 17900
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.130959
Graph Density : 0.00268422242314647
Modularity : 0.154685
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,344 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, 01 January 2021 at 11:41 UTC.
The requested start date was Friday, 01 January 2021 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, 4-hour, 45-minute period from Tuesday, 29 December 2020 at 20:11 UTC to Friday, 01 January 2021 at 00:57 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:
[3155] #bigdata,#analytics [2932] #iot,#iiot [2915] #analytics,#datascience [2781] #datascience,#ai [2151] #ai,#machinelearning [1715] #machinelearning,#iot [1046] #ai,#iot [907] #python,#rstats [845] #iiot,#python [803] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1563] #bigdata,#analytics [1449] #iot,#iiot [1436] #analytics,#datascience [1332] #datascience,#ai [998] #ai,#machinelearning [816] #machinelearning,#iot [654] #ai,#iot [549] #iot,#tech [464] #bigdata,#ai [460] #usa,#linux Top Word Pairs in Tweet in G2:
[1035] #bigdata,#analytics [970] #iot,#iiot [951] #analytics,#datascience [892] #datascience,#ai [684] #ai,#machinelearning [534] #machinelearning,#iot [314] #analytics,#ai [312] #python,#rstats [279] #iiot,#python [251] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[421] #bigdata,#analytics [398] #analytics,#datascience [383] #datascience,#ai [339] #iot,#iiot [319] #ai,#machinelearning [288] #machinelearning,#iot [126] #python,#rstats [115] #iiot,#pytorch [103] #pytorch,#python [89] #iiot,#python Top Word Pairs in Tweet in G4:
[154] #digitaltransformation,#cloud [121] ingliguori,#digitaltransformation [71] use,cases [57] #datascience,#ai [55] #iot,#iiot [54] #bigdata,#analytics [52] #cloud,#machinelearning [51] #analytics,#datascience [45] #artificialintelligence,top [45] top,use Top Word Pairs in Tweet in G5:
[75] #machinelearning,#datascience [57] #ai,#machinelearning [53] #datascience,#deeplearning [50] #deeplearning,#iiot [49] #ai,#iot [49] #ai,#datascience [47] #iot,#iiot [39] #machinelearning,#ai [37] #machinelearning,#robotics [36] #digitaltransformation,#cloud Top Word Pairs in Tweet in G6:
[81] #datascience,#ai [80] #bigdata,#datascience [65] #iot,#iiot [47] #ai,#machinelearning [46] #bigdata,#analytics [45] #analytics,#datascience [31] #machinelearning,#iot [28] #iiot,#iotpl [22] articles,tutorials [21] #datascientists,datasciencectrl Top Word Pairs in Tweet in G7:
[9] angelicagallegs,yukarikingdom18 [9] yukarikingdom18,mhall55nine [9] mhall55nine,eoff_sylvia [8] eoff_sylvia,montynishimura [8] montynishimura,bperrionni [8] bperrionni,semicvet50 [8] semicvet50,brindusab1 [8] brindusab1,ritacobix [4] arnabch01,angelicagallegs [4] ritacobix,papryka5 Top Word Pairs in Tweet in G8:
[3] #security,#emergingtech [3] #emergingtech,#cybersecurity [3] #cybersecurity,#blockchain [3] #blockchain,#authentication [3] #authentication,#regulation [3] #regulation,#compliance [3] #compliance,#fintech [3] #fintech,#banking [3] splunk,'resource [3] 'resource,based' Top Word Pairs in Tweet in G9:
[10] ronald_vanloon,#robot [10] #robot,designed [10] designed,warehouse [10] warehouse,tasks [10] tasks,manual [10] manual,labor [10] labor,bostondynamics [10] bostondynamics,cnet [10] cnet,#mi [10] #mi,#ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: