The graph represents a network of 4,699 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 July 2020 at 00:38 UTC.
The requested start date was Friday, 03 July 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, 17-hour, 55-minute period from Monday, 29 June 2020 at 11:40 UTC to Thursday, 02 July 2020 at 05:36 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 : 4699
Unique Edges : 4773
Edges With Duplicates : 8994
Total Edges : 13767
Number of Edge Types : 5
Tweet : 1159
Retweet : 3217
MentionsInRetweet : 5435
Mentions : 3700
Replies to : 256
Self-Loops : 1253
Reciprocated Vertex Pair Ratio : 0.043046820405311
Reciprocated Edge Ratio : 0.0825405332976015
Connected Components : 730
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 2717
Maximum Edges in a Connected Component : 10224
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.528391
Graph Density : 0.00033806093177982
Modularity : 0.489846
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,699 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 July 2020 at 00:38 UTC.
The requested start date was Friday, 03 July 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, 17-hour, 55-minute period from Monday, 29 June 2020 at 11:40 UTC to Thursday, 02 July 2020 at 05:36 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:
[270] smart,cities [229] smart,city [162] #iot,#5g [112] #ai,#iot [108] infographic,#smartcity [102] #iot,#iiot [92] mikequindazzi,antgrasso [91] #iot,#bigdata [89] #5g,#iot [85] #smartcity,#iot Top Word Pairs in Tweet in G1:
[153] #iot,#5g [104] #ai,#iot [102] infographic,#smartcity [92] mikequindazzi,antgrasso [85] #iot,#bigdata [74] smart,cities [70] #ai,#machinelearning [67] ty,intengineering [65] mikequindazzi,#ai [64] #selfdrivingcars,#ai Top Word Pairs in Tweet in G2:
[81] smart,cities [57] smart,city [35] co,innovation [34] #smartcities,#smartcity [29] #iot,#iiot [22] #smartcities,#digitalcities [21] putting,smart [21] smart,smart [21] smart,lighting [21] lighting,solutions Top Word Pairs in Tweet in G3:
[25] smart,city [20] smart,cities [12] #smartcity,#smartcities [10] july,02 [10] 02,00 [10] 00,pm [10] pm,sgt [10] #smartcities,fight [10] fight,against [10] against,future Top Word Pairs in Tweet in G4:
[38] coc_gvmc,vizag_smartcity [35] gummallasrijana,coc_gvmc [32] gvmc_official,gummallasrijana [32] vizag_smartcity,andhrapradeshcm [19] smart,city [15] त,ह [13] क,श [12] first,integrated [12] integrated,command [12] command,control Top Word Pairs in Tweet in G5:
[45] sgjane1,#pandorabox [43] #pandorabox,sociological [43] sociological,test [43] test,tube [43] tube,forever [43] forever,contributing [43] contributing,human [43] human,species' [43] species',self [43] self,understanding Top Word Pairs in Tweet in G6:
[4] शहरव,स [4] ल,स [4] त,ह [4] स,ट [4] र,ड [4] च,क [4] क,र [4] ट,स [4] pmoindia,narendramodi [3] stay,order Top Word Pairs in Tweet in G7:
[20] vertical,garden [20] garden,#toronto [20] #toronto,residential [20] residential,homes [20] homes,brings [20] brings,nature [20] nature,city [20] city,realtechmatters [19] frronconi,vertical [19] realtechmatters,#smartciti Top Word Pairs in Tweet in G8:
[49] arunkumar_tnie,nagabhushanb [28] nagabhushanb,amitsen_tnie [24] amruthjoshi2,arunkumar_tnie [22] compiled,amruthjoshi2 [22] amitsen_tnie,pramodkv_tnie [22] pramodkv_tnie,hubballi_infra [19] hublicityegroup,#didyouknow [18] hubballi_infra,hubballi_meme [16] hubballi_meme,hublimandi [15] joshipralhad,jagadishshettar Top Word Pairs in Tweet in G9:
[14] gattu_ranjith,madurirajkumar [14] madurirajkumar,dasyamofficial [14] dasyamofficial,mc_gwmc [14] mc_gwmc,collector_wglu [14] collector_wglu,ktrtrs [14] ktrtrs,telanganacmo [14] telanganacmo,dayakarrao2019 [9] dayakarrao2019,kadiyamsrihari [9] kadiyamsrihari,challadharmare2 [9] challadharmare2,arooriramesh Top Word Pairs in Tweet in G10:
[34] ट,क [17] एक,घ [17] घ,ट [17] क,ब [17] ब,र [17] र,श [17] श,म [17] म,म [17] म,न [17] न,मथ 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 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: