The graph represents a network of 5,487 Twitter users whose tweets in the requested range contained "smartcity OR smartcities", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 01:46 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 56-minute period from Monday, 15 February 2021 at 19:04 UTC to Friday, 19 February 2021 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 : 5487
Unique Edges : 6089
Edges With Duplicates : 13393
Total Edges : 19482
Number of Edge Types : 5
MentionsInRetweet : 8015
Mentions : 4524
Retweet : 5150
Tweet : 1429
Replies to : 364
Self-Loops : 1569
Reciprocated Vertex Pair Ratio : 0.0407470288624788
Reciprocated Edge Ratio : 0.0783034257748776
Connected Components : 713
Single-Vertex Connected Components : 322
Maximum Vertices in a Connected Component : 3301
Maximum Edges in a Connected Component : 15780
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.950026
Graph Density : 0.000325828968627069
Modularity : 0.435584
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,487 Twitter users whose tweets in the requested range contained "smartcity OR smartcities", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 01:46 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 56-minute period from Monday, 15 February 2021 at 19:04 UTC to Friday, 19 February 2021 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 : smartcity OR smartcities
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:
[628] #rstats,#reactjs [556] #analytics,#machinelearning [522] #iot,#iiot [446] #machinelearning,#ai [428] smart,cities [411] #reactjs,#iot [365] #python,#rstats [353] #ai,#python [318] மத,ர [318] ற,ற Top Word Pairs in Tweet in G1:
[623] #rstats,#reactjs [550] #analytics,#machinelearning [478] #iot,#iiot [436] #machinelearning,#ai [407] #reactjs,#iot [361] #python,#rstats [349] #ai,#python [292] #ai,#datascientist [287] #cloudcomputing,#futureofwork [271] #futureofwork,#bigdata Top Word Pairs in Tweet in G2:
[57] स,ट [57] क,ल [56] य,क [56] न,क [54] क,र [49] ज,रह [47] र,ट [47] ए,ज [44] nagarvikasup,#nagarvikasup [43] ल,ए Top Word Pairs in Tweet in G3:
[32] smart,city [18] smart,cities [9] #indiarealtors,#surat [9] #surat,#investor [9] #investor,#investinindia [9] #investinindia,#smartcity [9] #smartcity,#indianinvestors [9] #indianinvestors,#investments [7] nuevas,tecnologías [7] tecnologías,refuerzan Top Word Pairs in Tweet in G4:
[81] smart,cities [51] thought,leaders [47] top,50 [47] 50,global [47] global,thought [46] leaders,influencers [45] influencers,smart [44] congrats,top [41] cities,#smartcity [37] thinkers360,congrats Top Word Pairs in Tweet in G5:
[318] மத,ர [318] ற,ற [160] ய,க [159] ர,ஸ [159] ஸ,ம [159] ம,ர [159] ர,ட [159] ட,ச [159] ச,ட [159] ட,ட Top Word Pairs in Tweet in G6:
[66] vizag_smartcity,coc_gvmc [63] gvmc_official,vizag_smartcity [56] coc_gvmc,vizaggoap [22] vizaggoap,congratulations [20] congratulations,madam [9] vizaggoap,welcome [8] gummallasrijana,vizag_smartcity [7] vizaggoap,best [7] gvmc_official,gummallasrijana [6] coc_gvmc,andhrapradeshcm Top Word Pairs in Tweet in G7:
[32] #iot,#iiot [26] #iiot,#iotpl [23] #iotpl,#intrernetofthings [19] techburstasia,newsletter [19] #koepaardbrug,#maassluis [19] #maassluis,brug [19] verkeer,february [19] #iot,#lorawan [19] #lorawan,#smartcity [18] latest,techburstasia Top Word Pairs in Tweet in G8:
[58] document,maintenance [58] maintenance,history [58] history,estate [58] estate,portfolio [58] portfolio,decentralised [58] decentralised,tamper [57] propops_cloud,document [15] smart,lighting [15] lighting,smarter [15] georges,zissis Top Word Pairs in Tweet in G9:
[12] smart,city [9] #smartcities,#smartcity [6] whaaaaaat,self [6] self,driving [6] driving,electric [6] electric,train [6] train,zipping [6] zipping,around [6] around,virtual [6] virtual,track Top Word Pairs in Tweet in G10:
[64] intel,ligent [40] sensors,projecte [40] aparcament,intel [34] #smartcity,aparcament [33] pilot,#smartcity [30] fins,ara [28] projecte,pilot [28] perefuset,canviat [27] els,1060 [27] 1060,sensors Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: