The graph represents a network of 5,114 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, 16 April 2021 at 00:39 UTC.
The requested start date was Friday, 16 April 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 3-day, 2-hour, 21-minute period from Monday, 12 April 2021 at 02:11 UTC to Thursday, 15 April 2021 at 04:33 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 : 5114
Unique Edges : 6002
Edges With Duplicates : 13959
Total Edges : 19961
Number of Edge Types : 5
Replies to : 386
Mentions : 4966
Retweet : 5113
MentionsInRetweet : 8200
Tweet : 1296
Self-Loops : 1498
Reciprocated Vertex Pair Ratio : 0.0324143872496231
Reciprocated Edge Ratio : 0.0627933660164807
Connected Components : 727
Single-Vertex Connected Components : 347
Maximum Vertices in a Connected Component : 3160
Maximum Edges in a Connected Component : 16600
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.998901
Graph Density : 0.000366645374948533
Modularity : 0.421045
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,114 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, 16 April 2021 at 00:39 UTC.
The requested start date was Friday, 16 April 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 3-day, 2-hour, 21-minute period from Monday, 12 April 2021 at 02:11 UTC to Thursday, 15 April 2021 at 04:33 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:
[1119] #iot,#iiot [803] #rstats,#reactjs [478] #iiot,#iotpl [464] #reactjs,#iot [409] #bigdata,#ai [398] #analytics,#bigdata [394] smart,cities [363] #ai,#rstats [320] temple,city [316] everyone,#bhubaneswarfoundationday Top Word Pairs in Tweet in G1:
[1084] #iot,#iiot [797] #rstats,#reactjs [461] #reactjs,#iot [461] #iiot,#iotpl [407] #bigdata,#ai [395] #analytics,#bigdata [360] #ai,#rstats [306] #analytics,#machinelearning [294] #python,#rstats [293] #ai,#python Top Word Pairs in Tweet in G2:
[108] cmofficeup,upgovt [99] myogiadityanath,cmofficeup [98] infodeptup,myogiadityanath [97] mohua_india,mohfw_india [96] upgovt,mohua_india [93] mohfw_india,satishmahanaup [87] swachsurvekshan,swachhbharatgov [75] ceonoida,noida_authority [75] noida_authority,infodeptup [75] satishmahanaup,nhm_up Top Word Pairs in Tweet in G3:
[34] smart,city [22] #flashstrike,smartcity [22] april,11 [22] 11,night [22] night,junta's [22] junta's,suppressing [22] suppressing,voices [22] voices,find [22] find,various [22] various,ways Top Word Pairs in Tweet in G4:
[311] temple,city [308] city,#bhubaneswar [307] truly,global [306] congratulate,everyone [306] everyone,#bhubaneswarfoundationday [306] #bhubaneswarfoundationday,temple [306] #bhubaneswar,evolved [306] evolved,truly [305] naveen_odisha,congratulate [305] global,cit Top Word Pairs in Tweet in G5:
[158] smart,cities [47] smart,city [27] srobineau,evp [27] evp,aluenterprise [27] aluenterprise,shares [27] shares,smart [27] cities,represent [27] represent,next [27] next,stage [27] stage,urban Top Word Pairs in Tweet in G6:
[30] open,source [18] open,standards [17] #ieeesmartcities,#smartcities [15] source,open [15] standards,digital [15] #smartcities,#digitaltwins [15] smart,cities [14] #euspace,#smartcities [14] #smartcities,#copernicus [14] #copernicus,#galileo Top Word Pairs in Tweet in G7:
[53] #ai,#iot [51] #iot,#bigdata [39] wef,#ai [32] japan,building [32] building,futuristic [32] futuristic,#smartcity [32] #smartcity,wef [30] #internetofthings,#tech [29] #bigdata,#internetofthings [29] ronald_vanloon,japan Top Word Pairs in Tweet in G8:
[13] save,date [13] date,register [13] register,#smartcity [13] #smartcity,event [13] event,year [13] year,10 [13] 10,june [13] june,welcome [13] welcome,anyone [13] anyone,interested Top Word Pairs in Tweet in G9:
[30] tell,best [30] best,#fomo [30] #fomo,later [30] later,year [30] year,#iota [30] #iota,realizing [30] realizing,one [30] one,milestone [30] milestone,time [29] sexy_tangle,tell Top Word Pairs in Tweet in G10:
[55] smart,cities [50] designing,smart [50] cities,awareness [50] awareness,risks [50] risks,grow [50] grow,hand [50] hand,hand [50] hand,level [50] level,maturity [50] maturity,technological Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: