The graph represents a network of 5,641 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, 14 August 2020 at 00:48 UTC.
The requested start date was Friday, 14 August 2020 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 3-day, 11-hour, 50-minute period from Monday, 10 August 2020 at 06:53 UTC to Thursday, 13 August 2020 at 18:43 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 : 5641
Unique Edges : 6114
Edges With Duplicates : 14202
Total Edges : 20316
Number of Edge Types : 5
Mentions : 4385
Retweet : 5218
MentionsInRetweet : 9050
Replies to : 319
Tweet : 1344
Self-Loops : 1497
Reciprocated Vertex Pair Ratio : 0.0316245341927687
Reciprocated Edge Ratio : 0.0613101630381724
Connected Components : 732
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 3798
Maximum Edges in a Connected Component : 17421
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.102959
Graph Density : 0.000321952623962604
Modularity : 0.426874
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,641 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, 14 August 2020 at 00:48 UTC.
The requested start date was Friday, 14 August 2020 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 3-day, 11-hour, 50-minute period from Monday, 10 August 2020 at 06:53 UTC to Thursday, 13 August 2020 at 18:43 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:
[546] smart,cities [347] க,க [306] #ai,#iot [270] smart,city [269] #iot,#iiot [249] #usa,#canada [246] #bigdata,#usa [240] ட,ட [234] ட,ச [221] ம,நகர Top Word Pairs in Tweet in G1:
[285] smart,cities [217] #ai,#iot [201] mikequindazzi,antgrasso [189] #fintech,#finserv [173] ty,mashable [173] mashable,enricomolinari [163] #iot,#bigdata [163] enricomolinari,#smartcities [160] #finserv,#paytech [147] cc,mikequindazzi Top Word Pairs in Tweet in G2:
[312] க,க [212] ட,ட [211] ட,ச [207] ம,நகர [158] ய,ல [156] த,ட [153] நகர,ட [145] ற,ற [136] த,த [124] ப,த Top Word Pairs in Tweet in G3:
[42] smart,city [30] smart,cities [13] க,க [13] #smartcities,#smartcity [11] facial,recognition [10] #smartcity,#smartcities [10] த,த [10] top,10 [10] chances,being [10] being,key Top Word Pairs in Tweet in G4:
[98] future,smart [98] smart,#television [98] #television,flexible [98] flexible,screen [98] screen,size [98] size,adding [98] adding,reducing [98] reducing,mobile [98] mobile,lcd [98] lcd,panels Top Word Pairs in Tweet in G5:
[42] wef,enricomolinari [41] innovations,transforming [41] transforming,society [41] society,singapore [41] singapore,wef [41] wef,#futureofwork [41] #futureofwork,#innovation [41] #innovation,#smartcities [41] #smartcities,ym78200 [41] ym78200,kuriharan Top Word Pairs in Tweet in G6:
[34] #iot,#iiot [24] #iiot,#iotpl [19] selected,qbe [19] qbe,#accelicity [19] #accelicity,#resilience [19] #resilience,challenge [19] challenge,semi [19] semi,finalist [17] #iotpl,#intrernetofthings [17] finalist,leadingcities Top Word Pairs in Tweet in G7:
[9] seen,mycitytree [9] mycitytree,#smartbench [9] #smartbench,#citytree [9] #citytree,made [9] made,moss [9] moss,cleans [9] cleans,cities [9] cities,#airpollution [8] uvalenti,seen [8] #airpollution,filterin Top Word Pairs in Tweet in G8:
[14] general,assembly [7] #smartcities,communities [7] eip,scc [7] register,general [7] assembly,eusmartcities [7] eusmartcities,september [7] september,focus [7] focus,sustainable [7] sustainable,recovery [7] smart,cities Top Word Pairs in Tweet in G9:
[25] rbi,arunjaitley [25] arunjaitley,finminindia [25] finminindia,pmoindia [25] pmoindia,anilsharmaamrap [25] anilsharmaamrap,amrapaligolf [25] amrapaligolf,noidaflatbuyers [25] noidaflatbuyers,advbuyers [25] advbuyers,kingswoodbuyers [24] hellomanish_kr,rbi [7] य,न Top Word Pairs in Tweet in G10:
[9] c40cities,network [9] network,announced [9] announced,agenda [9] agenda,delivering [9] delivering,sustainable [9] sustainable,equitable [9] equitable,recovery [9] recovery,plan [9] plan,pandemic [8] rubicon,c40cities Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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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: