The graph represents a network of 5,171 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, 03 June 2022 at 00:21 UTC.
The requested start date was Friday, 03 June 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 5-day, 2-hour, 53-minute period from Saturday, 28 May 2022 at 00:00 UTC to Thursday, 02 June 2022 at 02:53 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 : 5171
Unique Edges : 6726
Edges With Duplicates : 15214
Total Edges : 21940
Number of Edge Types : 5
Retweet : 4918
MentionsInRetweet : 7898
Mentions : 7267
Replies to : 704
Tweet : 1153
Self-Loops : 1312
Reciprocated Vertex Pair Ratio : 0.0289663006436956
Reciprocated Edge Ratio : 0.0563017479300828
Connected Components : 583
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 3426
Maximum Edges in a Connected Component : 19011
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.976005
Graph Density : 0.00040659727456388
Modularity : 0.431284
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,171 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, 03 June 2022 at 00:21 UTC.
The requested start date was Friday, 03 June 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 5-day, 2-hour, 53-minute period from Saturday, 28 May 2022 at 00:00 UTC to Thursday, 02 June 2022 at 02:53 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:
[842] #analytics,#innovation [838] #data,#datascience [813] #innovation,#digital [804] #iot,#iiot [674] #iiot,#iotpl [645] #bigdata,#analytics [629] #digital,#tech [628] #iotpl,#iotcl [620] #tech,#ai [607] #ai,#robotic Top Word Pairs in Tweet in G1:
[835] #analytics,#innovation [831] #data,#datascience [796] #innovation,#digital [789] #iot,#iiot [664] #iiot,#iotpl [640] #bigdata,#analytics [623] #digital,#tech [619] #iotpl,#iotcl [612] #tech,#ai [601] #ai,#robotic Top Word Pairs in Tweet in G2:
[53] smart,cities [51] स,म [47] built,under [46] म,र [46] stunning,view [46] view,hubballi [46] hubballi,hi [46] hi,tech [46] tech,vegetable [46] vegetable,market Top Word Pairs in Tweet in G3:
[41] traffic,flow [40] well,planned [39] planned,cities [39] cities,network [39] network,infrastructure [39] infrastructure,something [39] something,common [39] common,both [39] both,need [39] need,good Top Word Pairs in Tweet in G4:
[317] coc_gvmc,vizag_smartcity [315] andhrapradeshcm,cdma_municipal [314] gvmc_visakha,coc_gvmc [313] vizag_smartcity,andhrapradeshcm [118] cdma_municipal,support [67] support,visakhapatnam [48] cdma_municipal,#swachhsurvekshan2023visakhapatnam [33] support,vizag [28] plastic,free [27] cdma_municipal,good Top Word Pairs in Tweet in G5:
[84] smartcities_hua,itdpindia [84] itdpindia,cfam_india [83] txinstrumentsin,drashwathcn [83] drashwathcn,cmofkarnataka [83] cmofkarnataka,smartcities_hua [83] cfam_india,bycsindia [82] cycle_to_work,txinstrumentsin [77] bicyclemayorblr,cycle_to_work [58] cycle,parking [56] bengaluru,tech Top Word Pairs in Tweet in G6:
[182] world,economic [182] economic,forum [182] forum,humans [182] humans,chipped [182] chipped,info [182] info,transactions [182] transactions,chip [182] chip,stop [182] stop,speaking [182] speaking,truth Top Word Pairs in Tweet in G7:
[42] jmcjammu,jammu_smartcity [35] jammu_smartcity,diprjk [33] avnylavasa,yaduvanshirahul [30] jammusave,jammugm [30] jammugm,jmcjammu [30] jammu_smartcity,jammudiaries [30] dograturbanxprt,jkstartups [30] yaduvanshirahul,hitesh_jammu [24] pausetribe,tanvmahajan [24] tanvmahajan,jammusave Top Word Pairs in Tweet in G8:
[54] त,ल [26] ल,क [18] प,रम [18] रम,ख [17] य,त [17] य,न [16] य,च [16] र,ज [13] क,य [13] च,य Top Word Pairs in Tweet in G9:
[22] open,source [21] cities,universities [21] 'score,open [17] #smartcities,#smartcity [13] source,public [13] public,services' [13] services',conference [12] conference,nine [12] nine,cities [12] universities,clearly Top Word Pairs in Tweet in G10:
[16] innovation,smart [16] smart,energy [16] energy,conference [16] conference,lieti [16] lieti,successo [16] successo,questa [16] questa,manifestazione [16] manifestazione,commenta [16] commenta,presidente [16] presidente,dell Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: