The graph represents a network of 4,659 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, 04 February 2022 at 01:41 UTC.
The requested start date was Friday, 04 February 2022 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 4-day, 0-hour, 34-minute period from Sunday, 30 January 2022 at 02:23 UTC to Thursday, 03 February 2022 at 02:58 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 : 4659
Unique Edges : 5779
Edges With Duplicates : 14824
Total Edges : 20603
Number of Edge Types : 5
Retweet : 5340
MentionsInRetweet : 9458
Tweet : 1289
Mentions : 4193
Replies to : 323
Self-Loops : 1423
Reciprocated Vertex Pair Ratio : 0.0293427230046948
Reciprocated Edge Ratio : 0.0570125427594071
Connected Components : 544
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 3383
Maximum Edges in a Connected Component : 18691
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.84202
Graph Density : 0.00044452898497633
Modularity : 0.391511
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,659 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, 04 February 2022 at 01:41 UTC.
The requested start date was Friday, 04 February 2022 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 4-day, 0-hour, 34-minute period from Sunday, 30 January 2022 at 02:23 UTC to Thursday, 03 February 2022 at 02:58 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:
[714] #iot,#iiot [494] #machinelearning,#ai [463] #analytics,#machinelearning [382] #ai,#python [345] gave,kred [340] kred,#influence [290] #iiot,#iotpl [287] #ai,#ml [285] #rstats,#reactjs [277] smart,city Top Word Pairs in Tweet in G1:
[684] #iot,#iiot [486] #machinelearning,#ai [459] #analytics,#machinelearning [379] #ai,#python [345] gave,kred [340] kred,#influence [283] #ai,#ml [281] #rstats,#reactjs [279] #iiot,#iotpl [255] eli_krumova,gave Top Word Pairs in Tweet in G2:
[56] vizag_smartcity,coc_gvmc [54] coc_gvmc,cdma_municipal [51] jscl,signs [48] #jammu,city [48] smooth,flow [48] flow,traffic [48] traffic,better [48] better,pedestrian [48] pedestrian,facilities [48] priority,jscl Top Word Pairs in Tweet in G3:
[52] #automation,#smartcity [35] learn,more [34] using,#ai [29] quality,life [27] smart,city [26] swedish,city [26] city,borås [26] borås,stad [26] stad,improving [26] improving,quality Top Word Pairs in Tweet in G4:
[48] smart,city [20] few,days [20] days,ago [20] ago,stadt_wien [20] stadt_wien,announced [20] announced,halve [20] halve,car [20] car,traffic [20] traffic,within [20] within,eight Top Word Pairs in Tweet in G5:
[38] #smartcity,team [30] team,developed [30] developed,cab [30] cab,call [30] call,payment [30] payment,app [30] app,young [30] young,people [30] people,use [30] use,weekend Top Word Pairs in Tweet in G6:
[176] #smartcity,#surat [174] happy,facts [131] ય,#smartcity [99] સ,રતમ [98] સ,ઇકલ [79] લ,ક [74] ડ,ફ [73] #surat,#smc [72] મ,ટ [70] facts,ત Top Word Pairs in Tweet in G7:
[18] smart,cities [15] #smartcities,#smartcity [10] curious,impact [10] impact,#smartcity [10] #smartcity,interventions [10] interventions,yes [10] yes,don [10] don,miss [10] miss,latest [10] latest,#publication Top Word Pairs in Tweet in G8:
[40] న,న [20] క,ద [20] ద,ర [20] ర,narendramodi [20] narendramodi,గ [20] గ,ర [20] ర,సహక [20] సహక,ర [20] ర,త [20] త,త Top Word Pairs in Tweet in G9:
[79] #5g,represents [79] represents,great [79] great,growth [79] growth,opportunity [79] opportunity,#smartcities [79] #smartcities,tell [79] tell,everything [79] everything,thread [79] thread,#legrand [78] legrand,#5g Top Word Pairs in Tweet in G10:
[26] smart,cities [15] businesses,reap [15] reap,full [15] full,benefits [15] benefits,private [15] private,#5g [15] #5g,networks [15] networks,#iot [15] #iot,#digitaltransformation [14] technative,businesses 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 G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: