The graph represents a network of 4,680 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, 26 June 2020 at 00:38 UTC.
The requested start date was Friday, 26 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 13-hour, 35-minute period from Monday, 22 June 2020 at 15:56 UTC to Thursday, 25 June 2020 at 05:31 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 : 4680
Unique Edges : 5115
Edges With Duplicates : 10066
Total Edges : 15181
Number of Edge Types : 5
Retweet : 3452
MentionsInRetweet : 6640
Tweet : 928
Mentions : 3892
Replies to : 269
Self-Loops : 1007
Reciprocated Vertex Pair Ratio : 0.0340394269621648
Reciprocated Edge Ratio : 0.065837773830669
Connected Components : 599
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 2625
Maximum Edges in a Connected Component : 11573
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.154791
Graph Density : 0.000385656588905146
Modularity : 0.486213
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,680 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, 26 June 2020 at 00:38 UTC.
The requested start date was Friday, 26 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 13-hour, 35-minute period from Monday, 22 June 2020 at 15:56 UTC to Thursday, 25 June 2020 at 05:31 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:
[209] media,manipulation [209] manipulation,fake [209] fake,science [209] science,stats [209] stats,used [209] used,propaganda [209] propaganda,normalizing [209] normalizing,saying [209] saying,safe [209] safe,#5gkillgrid Top Word Pairs in Tweet in G1:
[100] enricomolinari,#ai [97] #ai,#machinelearning [96] #iot,#iiot [86] spirosmargaris,haroldsinnott [84] #machinelearning,#engineering [84] #engineering,#smartcity [84] #smartcity,engineeringvids [84] engineeringvids,spirosmargaris [82] smart,traffic [82] traffic,#ai Top Word Pairs in Tweet in G2:
[87] smart,cities [40] #smartcities,#smartcity [23] smart,city [18] collaborate,facilitate [17] #smartcity,#smartcities [16] qualcomm,infinite [16] infinite,collaborate [16] digital,transformation [16] transformation,smart [15] #smartcities,#digitalcities Top Word Pairs in Tweet in G3:
[37] smartcities_hua,pmayurban [36] pmayurban,amrut_mohua [30] flagship,missions [24] 5th,anniversary [24] ल,क [23] missions,smartcities_hua [23] mohua_india,smartcities_hua [23] क,त [23] तर,गत [22] त,र Top Word Pairs in Tweet in G4:
[209] media,manipulation [209] manipulation,fake [209] fake,science [209] science,stats [209] stats,used [209] used,propaganda [209] propaganda,normalizing [209] normalizing,saying [209] saying,safe [209] safe,#5gkillgrid Top Word Pairs in Tweet in G5:
[30] smart,city [18] smart,cities [11] #smartcity,#smartcities [10] learn,more [10] #iot,#smartcities [9] #smartcity,tech [6] fleksibilnost,rješenja [6] rješenja,oblaku [6] oblaku,kvaliteta [6] kvaliteta,infrastrukture Top Word Pairs in Tweet in G6:
[142] mikequindazzi,antgrasso [88] fisher85m,copy [88] copy,mikequindazzi [54] fisher85m,cc [54] cc,mikequindazzi [51] mt,fisher85m [50] internet,things [43] infographic,#iot [40] antgrasso,internet [35] antgrasso,smart Top Word Pairs in Tweet in G7:
[168] accused,suspended [168] suspended,taking [168] taking,legal [168] legal,action [168] action,against [168] against,misconduct [168] misconduct,canara [168] canara,bank [168] bank,within [167] cp_suratcity,accused Top Word Pairs in Tweet in G8:
[25] arunkumar_tnie,nagabhushanb [25] nagabhushanb,amitsen_tnie [25] amitsen_tnie,pramodkv_tnie [24] hubballi_infra,hublimandi [21] hublimandi,smartcity_hd [21] smartcity_hd,hubballi_meme [18] pramodkv_tnie,hubballi_infra [14] hubballi_infra,hubballi_meme [14] smartcity_hd,hubballi_infra [12] hublimandi,hublicityegroup Top Word Pairs in Tweet in G9:
[16] #smartcities,#iot [8] #quadriplegic,man [8] man,drive [8] drive,joystick [8] joystick,controlled [8] controlled,car [8] #techforgood,#iot [8] #iot,#selfdriving [8] #selfdriving,#ai [7] #iot,devices Top Word Pairs in Tweet in G10:
[22] #smartcity,#hriday [22] #hriday,#amrut [20] mc_gwmc,collector_wglu [20] collector_wglu,ktrtrs [18] arvindkumar_ias,cdmatelangana [17] telanganacmo,dayakarrao2019 [16] gattu_ranjith,madurirajkumar [16] madurirajkumar,dasyamofficial [16] dasyamofficial,mc_gwmc [16] ktrtrs,telanganacmo 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 G6:
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: