The graph represents a network of 5,248 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, 30 July 2021 at 00:51 UTC.
The requested start date was Friday, 30 July 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 4-day, 13-hour, 7-minute period from Saturday, 24 July 2021 at 13:58 UTC to Thursday, 29 July 2021 at 03:05 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 : 5248
Unique Edges : 6789
Edges With Duplicates : 14497
Total Edges : 21286
Number of Edge Types : 5
Retweet : 4827
MentionsInRetweet : 8101
Replies to : 461
Mentions : 6479
Tweet : 1418
Self-Loops : 1596
Reciprocated Vertex Pair Ratio : 0.0275903136165145
Reciprocated Edge Ratio : 0.0536990535058914
Connected Components : 665
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 3645
Maximum Edges in a Connected Component : 18844
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.902898
Graph Density : 0.000376013354901988
Modularity : 0.418357
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,248 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, 30 July 2021 at 00:51 UTC.
The requested start date was Friday, 30 July 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 4-day, 13-hour, 7-minute period from Saturday, 24 July 2021 at 13:58 UTC to Thursday, 29 July 2021 at 03:05 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:
[1119] #iot,#iiot [627] र,ट [608] #rstats,#reactjs [606] #iiot,#iotpl [482] #iotpl,#iotcommunity [441] म,र [423] स,म [370] #python,#rstats [363] #reactjs,#iot [360] #ai,#iot Top Word Pairs in Tweet in G1:
[1083] #iot,#iiot [605] #rstats,#reactjs [587] #iiot,#iotpl [472] #iotpl,#iotcommunity [368] #python,#rstats [362] #reactjs,#iot [354] #ai,#python [350] #ai,#iot [327] #iotcommunity,#intrernetofthings [317] #intrernetofthings,#tech Top Word Pairs in Tweet in G2:
[141] र,ट [116] ड,र [110] घर,स [86] म,र [83] स,म [79] ट,स [79] स,ट [76] न,क [74] क,अ [73] ट,म Top Word Pairs in Tweet in G3:
[34] smart,city [34] improve,public [34] #iot,#smartcity [33] cities,becoming [33] becoming,more [33] more,digitally [33] digitally,savvy [33] savvy,improve [33] public,safety [33] safety,human Top Word Pairs in Tweet in G4:
[40] ravikant2501,girirajbahediya [40] girirajbahediya,noida7x [40] noida7x,rathore12346 [39] arpbks,ravikant2501 [36] pankajsinghbjp,noidametrorail [32] ceonoida,upgovt [31] upgovt,infodeptup [31] jpathak1,pankajsinghbjp [30] cpcb_official,ceonoida [27] noidametrorail,adtambrish Top Word Pairs in Tweet in G5:
[378] र,ट [252] स,म [252] म,र [126] एक,स [126] ट,र [126] ट,व [126] व,ट [126] ट,ग [126] ग,र [126] र,प Top Word Pairs in Tweet in G6:
[25] स,र [25] क,ल [25] ल,ए [24] न,क [23] श,क [22] धन,यव [22] यव,द [22] द,myogiadityanath [22] myogiadityanath,narendramodi [22] narendramodi,ज Top Word Pairs in Tweet in G7:
[25] smart,cities [10] smart,city [10] digital,twins [10] twins,enable [10] enable,smart [10] cities,time [10] time,visibility [10] visibility,city [10] city,enables [10] enables,better Top Word Pairs in Tweet in G8:
[33] smart,cities [8] #iot,#iiot [8] looking,transform [8] transform,#city [8] #city,#smartcity [8] #smartcity,kickstart [8] kickstart,city [8] city,transformation [8] transformation,ensure [8] ensure,success Top Word Pairs in Tweet in G9:
[8] virtual,walking [8] walking,tour [8] tour,developed [8] developed,team [8] team,jamesconnollyvc [8] jamesconnollyvc,amazing [8] amazing,vision [8] vision,collaboration [7] live,#smartdistrict [7] #smartdistrict,mt Top Word Pairs in Tweet in G10:
[18] cmohry,mlkhattar [17] karnalsmartcity,cmohry [17] mlkhattar,anilvijminister [17] anilvijminister,diprharyana [17] diprharyana,smartcities_hua [17] smartcities_hua,secretary_mohua [14] sector,56 [13] iccc,project [13] project,karnalsmartcity [12] 56,#gurgaon Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: