The graph represents a network of 5,227 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, 18 June 2021 at 00:37 UTC.
The requested start date was Friday, 18 June 2021 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 3-day, 19-hour, 5-minute period from Sunday, 13 June 2021 at 08:01 UTC to Thursday, 17 June 2021 at 03:07 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 : 5227
Unique Edges : 5853
Edges With Duplicates : 13079
Total Edges : 18932
Number of Edge Types : 5
Retweet : 4852
MentionsInRetweet : 7706
Mentions : 4597
Tweet : 1483
Replies to : 294
Self-Loops : 1607
Reciprocated Vertex Pair Ratio : 0.0325065126288368
Reciprocated Edge Ratio : 0.0629662132514261
Connected Components : 736
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 3362
Maximum Edges in a Connected Component : 15860
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.583693
Graph Density : 0.00033372013532432
Modularity : 0.423149
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,227 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, 18 June 2021 at 00:37 UTC.
The requested start date was Friday, 18 June 2021 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 3-day, 19-hour, 5-minute period from Sunday, 13 June 2021 at 08:01 UTC to Thursday, 17 June 2021 at 03:07 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:
[885] #iot,#iiot [532] #iiot,#iotpl [402] #rstats,#reactjs [401] smart,city [395] #iotpl,#iotcommunity [379] mashable,enricomolinari [349] #ai,#iot [321] #reactjs,#iot [308] arc,advisory [308] advisory,group Top Word Pairs in Tweet in G1:
[549] #iot,#iiot [399] #rstats,#reactjs [377] mashable,enricomolinari [318] #reactjs,#iot [292] #python,#rstats [286] arc,advisory [286] advisory,group [285] visit,arc [285] group,first [285] first,person Top Word Pairs in Tweet in G2:
[69] mohua_india,smartcities_hua [55] smartcities_hua,scm_karnataka [40] smart,city [40] sclsrinagar,smc_srinagar [40] smc_srinagar,secretary_mohua [40] secretary_mohua,smartcities_hua [40] smartcities_hua,junaid_mattu [40] junaid_mattu,officeoflgjandk [39] atharaamirkhan,sclsrinagar [39] officeoflgjandk,nitishwarkumar Top Word Pairs in Tweet in G3:
[137] smart,cities [48] smart,city [30] #smartcities,#smartcity [21] #smartcities,#iot [19] live,session [19] cities,forum [18] urban,mobility [17] forum,june [17] june,21 [16] #iiotworldday,#smartcities Top Word Pairs in Tweet in G4:
[41] smart,city [16] come,#selfdriving [16] #selfdriving,car [16] car,behaving [16] behaving,oddly [16] oddly,road [16] road,forbes [16] forbes,shares [16] shares,insider [16] insider,tips Top Word Pairs in Tweet in G5:
[319] #iiot,#iotpl [317] #iot,#iiot [256] #iotpl,#iotcommunity [239] #tech,#technology [228] #technology,#5g [228] #5g,#smartthings [227] #smartthings,#internetofeverything [226] #industry40,#smartcity [225] #internetofeverything,#industry40 [198] #intrernetofthings,#tech Top Word Pairs in Tweet in G6:
[23] स,एम [17] क,स [15] क,र [12] न,क [12] myogiadityanath,#covid19 [12] #covid19,#vaccination [12] #vaccination,#orphan [12] #orphan,#smartcity [12] #smartcity,#amrutyojna [11] क,ल Top Word Pairs in Tweet in G7:
[13] save,date [11] date,june [11] june,21 [11] 21,13 [11] 13,cest [11] cest,antalya [11] antalya,study [11] study,tour [11] tour,tour [11] tour,discover Top Word Pairs in Tweet in G8:
[9] digital,part [9] part,solution [9] solution,achieve [9] achieve,environmental [9] environmental,transition [9] transition,need [9] need,technology [9] technology,provide [9] provide,better [9] better,services Top Word Pairs in Tweet in G9:
[41] smart,city [28] city,configured [28] configured,different [28] different,cognitive [28] cognitive,services [28] services,connected [28] connected,services [28] services,based [28] based,city [28] city,size Top Word Pairs in Tweet in G10:
[48] heart,#mumbai [48] #mumbai,below [48] below,dadar [48] dadar,tt [48] tt,bridge [48] bridge,beautiful [48] beautiful,play [48] play,area [48] area,kids [48] kids,fab Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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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:
Top Tweeters in G1:
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Top Tweeters in G10: