The graph represents a network of 5,486 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, 29 April 2022 at 00:22 UTC.
The requested start date was Friday, 29 April 2022 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, 13-hour, 29-minute period from Friday, 22 April 2022 at 13:13 UTC to Thursday, 28 April 2022 at 02:43 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 : 5486
Unique Edges : 7903
Edges With Duplicates : 17232
Total Edges : 25135
Number of Edge Types : 5
Retweet : 4681
MentionsInRetweet : 9399
Mentions : 8963
Replies to : 704
Tweet : 1388
Self-Loops : 1521
Reciprocated Vertex Pair Ratio : 0.0197961911125961
Reciprocated Edge Ratio : 0.0388238184945532
Connected Components : 671
Single-Vertex Connected Components : 347
Maximum Vertices in a Connected Component : 3905
Maximum Edges in a Connected Component : 22671
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.986383
Graph Density : 0.000405739844623141
Modularity : 0.418543
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,486 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, 29 April 2022 at 00:22 UTC.
The requested start date was Friday, 29 April 2022 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, 13-hour, 29-minute period from Friday, 22 April 2022 at 13:13 UTC to Thursday, 28 April 2022 at 02:43 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:
[782] #iot,#iiot [638] #iiot,#iotpl [558] #iotpl,#iotcl [529] smart,city [446] #iotcl,#iotcommunity [396] smart,cities [336] mohua_india,amritmahotsav [326] #python,#javascript [321] swachsurvekshan,swachhaandhra [315] #coding,#programming Top Word Pairs in Tweet in G1:
[748] #iot,#iiot [613] #iiot,#iotpl [537] #iotpl,#iotcl [430] #iotcl,#iotcommunity [323] #python,#javascript [312] #coding,#programming [312] #programming,#python [312] #javascript,#linux [305] #iotcommunity,#intrernetofthings [279] #5g,#smartthings Top Word Pairs in Tweet in G2:
[72] त,र [63] व,र [55] क,स [52] र,म [51] न,क [51] द,व [47] स,क [42] य,ज [41] र,ट [41] र,ग Top Word Pairs in Tweet in G3:
[45] #smartcities,make [44] use,#blockchain [44] #blockchain,#smartcities [44] make,more [44] more,secure [44] secure,improve [44] improve,city [44] city,management [44] management,increased [44] increased,transparency Top Word Pairs in Tweet in G4:
[316] mohua_india,amritmahotsav [300] swachsurvekshan,swachhaandhra [297] gvmc_visakha,swachsurvekshan [272] vizag_smartcity,coc_gvmc [250] swachhbharatgov,mohua_india [250] swachhaandhra,swachhbharat [237] swachhbharat,swachhbharatgov [221] andhrapradeshcm,cdma_municipal [197] cdma_municipal,vizag_smartcity [195] amritmahotsav,andhrapradeshcm Top Word Pairs in Tweet in G5:
[65] world,economic [63] japan,building [63] building,futuristic [62] economic,forum [54] forum,#smartcities [40] smart,city [37] #selfdrivingcars,#robotics [35] ronald_vanloon,japan [35] futuristic,#smartcity [35] #smartcity,wef Top Word Pairs in Tweet in G6:
[78] त,ल [60] ल,क [59] ल,य [58] य,र [52] य,च [52] र,स [47] त,क [46] क,ल [45] त,य [44] त,न Top Word Pairs in Tweet in G7:
[111] #surat,#smartcity [110] દ,શન [110] શન,સ [110] સ,મ [110] મ,ર [110] ર,ટ [110] ટ,સ [110] સ,ટ [110] ટ,ઝમ [110] ઝમ,સ Top Word Pairs in Tweet in G8:
[16] smart,city [12] guten,morgen [12] morgen,#tanglenauten [12] #tanglenauten,neue [12] neue,woche [12] woche,neue [12] neue,#news [12] #news,wünschen [12] wünschen,viel [12] viel,spaß Top Word Pairs in Tweet in G9:
[15] smart,cities [11] open,default [10] smart,city [7] looking,learn [7] learn,communities [7] communities,cities [7] cities,sustain [7] sustain,smart [7] city,initiatives [7] initiatives,open Top Word Pairs in Tweet in G10:
[95] smart,city [95] city,project [93] project,recent [93] recent,developments [93] developments,#dholera [93] #dholera,#smartcities [92] dholera,smart [91] ash18537355,dholera [2] uttar,pradesh [2] pradesh,bagged Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: