The graph represents a network of 4,950 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, 18 March 2022 at 00:33 UTC.
The requested start date was Friday, 18 March 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 3-day, 5-hour, 12-minute period from Sunday, 13 March 2022 at 21:48 UTC to Thursday, 17 March 2022 at 03:00 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 : 4950
Unique Edges : 12633
Edges With Duplicates : 25317
Total Edges : 37950
Number of Edge Types : 5
Mentions : 22846
Retweet : 3640
MentionsInRetweet : 8234
Replies to : 2289
Tweet : 941
Self-Loops : 1142
Reciprocated Vertex Pair Ratio : 0.0092451541734517
Reciprocated Edge Ratio : 0.0183209285379691
Connected Components : 472
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 3535
Maximum Edges in a Connected Component : 35657
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.139852
Graph Density : 0.000784282509883641
Modularity : 0.376727
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,950 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, 18 March 2022 at 00:33 UTC.
The requested start date was Friday, 18 March 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 3-day, 5-hour, 12-minute period from Sunday, 13 March 2022 at 21:48 UTC to Thursday, 17 March 2022 at 03:00 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:
[2266] swachsurvekshan,swachhbharat [2189] swachhbharatgov,swachsurvekshan [1995] vizag_smartcity,coc_gvmc [1681] swachhaandhra,swachhbharatgov [1644] gvmc_visakha,swachhaandhra [1378] mohua_india,amritmahotsav [1321] cdma_municipal,vizag_smartcity [1215] swachhbharat,mohua_india [1183] amritmahotsav,cdma_municipal [1095] andhrapradeshcm,mohua_india Top Word Pairs in Tweet in G1:
[2261] swachsurvekshan,swachhbharat [2186] swachhbharatgov,swachsurvekshan [1992] vizag_smartcity,coc_gvmc [1681] swachhaandhra,swachhbharatgov [1644] gvmc_visakha,swachhaandhra [1378] mohua_india,amritmahotsav [1319] cdma_municipal,vizag_smartcity [1212] swachhbharat,mohua_india [1183] amritmahotsav,cdma_municipal [1094] andhrapradeshcm,mohua_india Top Word Pairs in Tweet in G2:
[722] #iot,#iiot [554] #iiot,#iotpl [415] #iotpl,#iotcl [286] #iotcl,#iotcommunity [277] #iotcommunity,#intrernetofthings [238] #industry40,#smartcity [235] #5g,#smartthings [229] #smartthings,#internetofeverything [229] #internetofeverything,#industry40 [219] #smartcity,#digitalcity Top Word Pairs in Tweet in G3:
[29] smartcities_hua,secretary_mohua [26] officeoflgjandk,manojsinha_ [25] manojsinha_,hardeepspuri [25] hardeepspuri,nitishwarkumar [25] nitishwarkumar,sclsrinagar [25] sclsrinagar,smartcitiesind [25] smartcitiesind,smartcities_hua [23] collectordnh,smartcities_hua [23] smartcities_hua,dnhfdc [23] dnhfdc,mopr_goi Top Word Pairs in Tweet in G4:
[274] according,agenda [274] agenda,2030 [274] 2030,lockdowns [274] lockdowns,meant [274] meant,last [274] last,10 [274] 10,years [274] years,during [274] during,time [274] time,world Top Word Pairs in Tweet in G5:
[31] smart,city [22] ai,systems [22] systems,having [22] having,figure [22] figure,distribute [22] distribute,harm [22] harm,subtopic [22] subtopic,larger [22] larger,ethical [22] ethical,#ai Top Word Pairs in Tweet in G6:
[21] #teamgwmc,happy [21] happy,announce [21] announce,results [21] results,city [21] city,photography [21] photography,competition [21] competition,theme [21] theme,climate [21] climate,actions [21] actions,cities Top Word Pairs in Tweet in G7:
[5] c40cities,smartcities_hua [5] swachhbharat,swachsurvekshan [5] wricitiesindia,smartcities_hua [4] c40cities,wricitiesindia [4] karandi65,iitkanpur [4] iitkanpur,engineersind [4] engineersind,eduminofindia [4] eduminofindia,dpradhanbjp [4] dpradhanbjp,smartcities_hua [4] smartcities_hua,moefcc Top Word Pairs in Tweet in G8:
[24] smart,city [13] amb,#appvalència [13] #appvalència,tens [13] tens,tota [13] tota,info [13] info,#falles [13] #falles,#smartcity [13] #smartcity,teu [13] teu,mòbil [13] mòbil,temps Top Word Pairs in Tweet in G9:
[6] die,#smartcity [5] digitalisierungszentrum,zeitz [5] zeitz,gibt [5] gibt,impulse [5] impulse,#smartenergy [5] #smartenergy,zeitz [5] zeitz,#zeitzimwandel [5] #zeitzimwandel,#strukturwandel [5] #strukturwandel,#zeitzdigital [5] dabei,holzt Top Word Pairs in Tweet in G10:
[15] exciting,news [15] news,#houstonians [15] #houstonians,city [15] city,announced [15] announced,today [15] today,three [15] three,year [15] year,#smartcity [15] #smartcity,partnership [15] partnership,rubicon 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 G7:
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:
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: