The graph represents a network of 6,030 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 Friday, 20 May 2022 at 00:24 UTC.
The requested start date was Friday, 20 May 2022 at 00:01 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 7-day, 7-hour, 20-minute period from Wednesday, 11 May 2022 at 19:39 UTC to Thursday, 19 May 2022 at 03:00 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 : 6030
Unique Edges : 7752
Edges With Duplicates : 14787
Total Edges : 22539
Number of Edge Types : 5
Retweet : 4287
MentionsInRetweet : 7698
Tweet : 1799
Mentions : 8004
Replies to : 751
Self-Loops : 1932
Reciprocated Vertex Pair Ratio : 0.0273510345440014
Reciprocated Edge Ratio : 0.0532457429337021
Connected Components : 792
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 4101
Maximum Edges in a Connected Component : 19298
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.282421
Graph Density : 0.000318224215902849
Modularity : 0.465409
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,030 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 Friday, 20 May 2022 at 00:24 UTC.
The requested start date was Friday, 20 May 2022 at 00:01 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 7-day, 7-hour, 20-minute period from Wednesday, 11 May 2022 at 19:39 UTC to Thursday, 19 May 2022 at 03:00 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:
[489] smart,city [304] #iot,#iiot [275] vizag_smartcity,coc_gvmc [269] andhrapradeshcm,cdma_municipal [269] gvmc_visakha,andhrapradeshcm [266] cdma_municipal,vizag_smartcity [261] smart,cities [226] #ai,#iot [211] #fintech,#insurtech [195] #iot,#5g Top Word Pairs in Tweet in G1:
[289] #iot,#iiot [211] #ai,#iot [206] #fintech,#insurtech [178] #selfdrivingcars,#ai [178] #iot,#5g [178] #insurtech,#finserv [178] #finserv,#marketing [178] #marketing,#web3 [178] #web3,#neobanks [156] #ai,#ml Top Word Pairs in Tweet in G2:
[122] म,र [122] र,ट [109] स,म [98] स,ट [98] र,क [96] ट,स [96] क,र [85] व,र [76] smart,city [75] द,व Top Word Pairs in Tweet in G3:
[70] smart,city [68] #automation,#smartcity [30] smart,cities [27] capital,smart [19] #automation,#ai [18] circular,economy [18] economy,ecosystem [18] ecosystem,resource [18] resource,fully [18] fully,recyclable Top Word Pairs in Tweet in G4:
[42] smart,city [36] aspern,seestadt [24] aspern,#smartcity [24] #smartcity,research [19] anyone,shame [19] shame,cpcb_official [19] cpcb_official,muncorpgurugram [19] muncorpgurugram,live_hindustan [19] vienna,aspern [19] seestadt,leads Top Word Pairs in Tweet in G5:
[36] under,umbrella [36] umbrella,#smartcities [36] #smartcities,#project [30] avnylavasa,jammu_smartcity [27] small,initiatives [26] initiatives,go [26] go,long [26] long,way [26] way,kudos [26] kudos,artists Top Word Pairs in Tweet in G6:
[274] vizag_smartcity,coc_gvmc [269] gvmc_visakha,andhrapradeshcm [268] andhrapradeshcm,cdma_municipal [265] cdma_municipal,vizag_smartcity [87] coc_gvmc,support [76] support,vizag [42] coc_gvmc,#swachhsurvekshan2022visakhapatnam [25] coc_gvmc,good [20] coc_gvmc,#swachhsurvekshan2023visakhapatnam [17] support,visakhapatnam Top Word Pairs in Tweet in G7:
[42] infrastructure,designed [41] yes,households [41] households,car [41] car,india [41] india,probably [41] probably,92 [41] 92,infrastructure [41] designed,time [40] sarikapanda,yes [39] designing,street Top Word Pairs in Tweet in G8:
[20] hoy,lunes [20] lunes,llegó [20] llegó,nuestro [20] nuestro,resumen [20] resumen,semanal [20] semanal,#iota [20] #iota,mantenerte [20] mantenerte,actualizado [20] actualizado,noticias [19] iotahispano,hoy Top Word Pairs in Tweet in G9:
[22] #smartcities,#smartcity [12] accessible,ict [11] join,experts [11] #smartcities,#futurecities [10] smart,city [10] #urbanplanning,#urbangovernance [9] experts,19 [9] #bigdata,#urbandata [8] procurement,policies [8] policies,critical Top Word Pairs in Tweet in G10:
[14] न,ह [9] #प,ण [8] जक,रण [8] म,त [8] द,न [7] dpiitgoi,eodb_india [7] eodb_india,makeinindia [7] makeinindia,investindia [7] cimgoi,amritlalmeena [7] ल,क Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: