The graph represents a network of 4,547 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, 31 July 2020 at 00:47 UTC.
The requested start date was Friday, 31 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, 50-minute period from Monday, 27 July 2020 at 12:20 UTC to Thursday, 30 July 2020 at 06:10 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 : 4547
Unique Edges : 4920
Edges With Duplicates : 10079
Total Edges : 14999
Number of Edge Types : 5
Mentions : 4510
Tweet : 1035
Retweet : 3189
MentionsInRetweet : 5983
Replies to : 282
Self-Loops : 1095
Reciprocated Vertex Pair Ratio : 0.0430349576271186
Reciprocated Edge Ratio : 0.0825187254030722
Connected Components : 636
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 2736
Maximum Edges in a Connected Component : 12112
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.9928
Graph Density : 0.000381071491566163
Modularity : 0.458196
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,547 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, 31 July 2020 at 00:47 UTC.
The requested start date was Friday, 31 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, 50-minute period from Monday, 27 July 2020 at 12:20 UTC to Thursday, 30 July 2020 at 06:10 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:
[254] smart,cities [242] smart,city [219] #ai,#iot [181] enricomolinari,#smartcities [150] #iot,#iiot [122] ty,mashable [122] mashable,enricomolinari [120] பட,ட [107] street,furniture [105] #smartcities,#smartcity Top Word Pairs in Tweet in G1:
[134] #ai,#iot [117] smart,cities [99] street,furniture [99] mikequindazzi,antgrasso [95] #5g,#iot [78] gt,gt [74] #iot,#5g [63] #innovation,#smartcity [62] transforming,cities [62] #selfdrivingcars,#ai Top Word Pairs in Tweet in G2:
[146] enricomolinari,#smartcities [100] ty,mashable [100] mashable,enricomolinari [69] ty,techamazing [68] techamazing,enricomolinari [67] #ai,#iot [59] #smartcities,#ai [47] ty,realtechmatters [45] futuristic,tunnel [45] tunnel,amsterdam Top Word Pairs in Tweet in G3:
[38] coc_gvmc,vizag_smartcity [30] gvmc_official,coc_gvmc [23] vizag_smartcity,gummallasrijana [22] swachhbharatgov,swachhbharat [21] #smartcity,#hriday [21] #hriday,#amrut [20] gattu_ranjith,madurirajkumar [20] madurirajkumar,dasyamofficial [20] dasyamofficial,mc_gwmc [20] mc_gwmc,collector_wglu Top Word Pairs in Tweet in G4:
[28] smart,city [12] report,underlines [12] underlines,major [12] major,roadblocks [12] roadblocks,implementation [12] implementation,#smartcity [12] #smartcity,initiatives [12] initiatives,technological [12] technological,financial [12] financial,procedural Top Word Pairs in Tweet in G5:
[40] hublimandi,namma_dharwad [39] hublicityegroup,hublimandi [33] hubballiairport,indigo6e [30] hubballi_infra,hublicityegroup [27] hubballi_infra,sandeeprrao1991 [24] indigo6e,hubballi_infra [23] namma_dharwad,smartcity_hd [22] amitsen_tnie,pramodkv_tnie [22] joshipralhad,jagadishshettar [21] arunkumar_tnie,nagabhushanb Top Word Pairs in Tweet in G6:
[28] smart,cities [20] we've,restructured [20] restructured,documentation [20] documentation,make [20] make,much [20] much,clearer [20] clearer,easier [20] easier,use [20] use,read [20] read,doc Top Word Pairs in Tweet in G7:
[21] smart,sessions [19] expo,santiago [17] smartcity,expo [12] adelanto,será [11] martes,28 [9] rorrocarrillo,smart_araucania [9] smart_araucania,invitamos [9] invitamos,participar [9] participar,nuestro [9] nuestro,próximo Top Word Pairs in Tweet in G8:
[55] story,humanity [55] humanity,enslavement [55] enslavement,plugging [55] plugging,gsmart [55] gsmart,grid [55] grid,transgenderism [55] transgenderism,agenda [55] agenda,stepping [55] stepping,stone [55] stone,trojan Top Word Pairs in Tweet in G9:
[116] பட,ட [62] ம,நகர [62] நகர,ட [62] ட,ச [61] ய,ல [60] ச,லம [60] லம,ம [60] ல,#smartcity [60] #smartcity,த [60] த,ட Top Word Pairs in Tweet in G10:
[10] area,#cybersecurity [10] #cybersecurity,falls [10] falls,short [10] short,industry [10] industry,teamwork [10] teamwork,leveraging [10] leveraging,open [10] open,source [10] source,impactful [8] stratorob,area Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: