The graph represents a network of 4,975 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, 13 August 2021 at 00:41 UTC.
The requested start date was Friday, 13 August 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 5-day, 4-hour, 57-minute period from Friday, 06 August 2021 at 21:42 UTC to Thursday, 12 August 2021 at 02:39 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 : 4975
Unique Edges : 5366
Edges With Duplicates : 13478
Total Edges : 18844
Number of Edge Types : 5
Retweet : 5115
MentionsInRetweet : 7777
Tweet : 1252
Replies to : 339
Mentions : 4361
Self-Loops : 1427
Reciprocated Vertex Pair Ratio : 0.0242543808750145
Reciprocated Edge Ratio : 0.0473600725130297
Connected Components : 685
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 3393
Maximum Edges in a Connected Component : 16535
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.933533
Graph Density : 0.00035666874784053
Modularity : 0.40591
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,975 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, 13 August 2021 at 00:41 UTC.
The requested start date was Friday, 13 August 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 5-day, 4-hour, 57-minute period from Friday, 06 August 2021 at 21:42 UTC to Thursday, 12 August 2021 at 02:39 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:
[1622] #iot,#iiot [880] #analytics,#machinelearning [847] #machinelearning,#ai [784] #ai,#python [689] #iiot,#iotpl [594] #rstats,#reactjs [562] #coding,#codinglife [550] #iotpl,#iotcommunity [505] #python,#coding [495] #python,#rstats Top Word Pairs in Tweet in G1:
[1074] #iot,#iiot [872] #analytics,#machinelearning [837] #machinelearning,#ai [775] #ai,#python [590] #rstats,#reactjs [557] #coding,#codinglife [500] #python,#coding [491] #python,#rstats [472] #reactjs,#iot [370] #python,#iot Top Word Pairs in Tweet in G2:
[57] स,ट [54] ब,ल [54] म,र [54] र,ट [52] स,म [49] ट,स [47] ट,क [47] ल,सप [47] सप,र [39] joginde05957128,noida_authority Top Word Pairs in Tweet in G3:
[26] smart,city [22] ର,ଜଧ [22] ଜଧ,ନ [22] ଙ,ଗ [18] smart,cities [14] ର,ନ [13] ଭ,ବନ [13] ବନ,ଶ [12] #smartcities,#smartcity [12] learn,more Top Word Pairs in Tweet in G4:
[524] #iot,#iiot [522] #iiot,#iotpl [447] #iotpl,#iotcommunity [370] #iotcommunity,#intrernetofthings [357] #intrernetofthings,#tech [350] #tech,#technology [344] #technology,#5g [343] #industry40,#smartcity [342] #5g,#smartthings [342] #smartthings,#internetofeverything Top Word Pairs in Tweet in G5:
[28] smart,cities [20] digital,resilience [20] resilience,key [20] key,aspect [20] aspect,digital [20] digital,transformation [20] transformation,led [20] led,rise [20] rise,smart [20] cities,communities Top Word Pairs in Tweet in G6:
[14] smart,cities [7] creating,smart [7] cities,isn [7] isn,adding [7] adding,latest [7] latest,technologies [7] technologies,neighbourhoods [7] neighbourhoods,developing [7] developing,actual [7] actual,smart Top Word Pairs in Tweet in G7:
[17] gvmc_official,gummallasrijana [15] vizag_smartcity,coc_gvmc [14] gummallasrijana,coc_gvmc [10] coc_gvmc,vizag_smartcity [10] gummallasrijana,vizag_smartcity [10] ల,బ [9] gvmc_official,vizag_smartcity [8] vizag_smartcity,andhrapradeshcm [8] వ,ర [8] స,ల Top Word Pairs in Tweet in G8:
[14] వ,ప [14] ప,క [14] వ,ర [13] dear,#cyclisthyderabad [13] #cyclisthyderabad,please [13] please,join [13] join,#freedomride [13] #freedomride,initiative [13] initiative,sselvan [13] sselvan,#bicyclemayorofhyderabad Top Word Pairs in Tweet in G9:
[86] augmented,#future [86] #future,user [86] user,control [86] control,key [86] key,#ar [86] #ar,#customerexperience [86] #customerexperience,spheroid_krevetka [86] spheroid_krevetka,mt [85] glengilmore,augmented [85] mt,curieuxexplo Top Word Pairs in Tweet in G10:
[51] #environment,#smartcities [49] #netherlands,world [49] world,leader [49] leader,managing [49] managing,#water [49] #water,#sustainability [49] #sustainability,#environment [49] #smartcities,#sdgs [49] #sdgs,chboursin [48] frronconi,#netherlands 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 G5:
Top Replied-To in G6:
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:
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: