The graph represents a network of 5,013 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, 12 February 2021 at 01:43 UTC.
The requested start date was Friday, 12 February 2021 at 01:01 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 2-day, 22-hour, 23-minute period from Monday, 08 February 2021 at 07:06 UTC to Thursday, 11 February 2021 at 05:30 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 : 5013
Unique Edges : 4766
Edges With Duplicates : 13338
Total Edges : 18104
Number of Edge Types : 5
Retweet : 5554
MentionsInRetweet : 7649
Mentions : 3370
Tweet : 1306
Replies to : 225
Self-Loops : 1427
Reciprocated Vertex Pair Ratio : 0.0323342867802512
Reciprocated Edge Ratio : 0.062643055053608
Connected Components : 644
Single-Vertex Connected Components : 306
Maximum Vertices in a Connected Component : 3209
Maximum Edges in a Connected Component : 15046
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.849596
Graph Density : 0.00033038600834956
Modularity : 0.406049
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,013 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, 12 February 2021 at 01:43 UTC.
The requested start date was Friday, 12 February 2021 at 01:01 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 2-day, 22-hour, 23-minute period from Monday, 08 February 2021 at 07:06 UTC to Thursday, 11 February 2021 at 05:30 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:
[1369] #rstats,#reactjs [787] #analytics,#machinelearning [754] #iot,#iiot [745] #python,#rstats [736] #machinelearning,#ai [686] #ai,#python [680] #reactjs,#iot [390] smart,cities [365] #analytics,#ai [357] #datascientist,#datascience Top Word Pairs in Tweet in G1:
[1352] #rstats,#reactjs [781] #analytics,#machinelearning [739] #python,#rstats [730] #iot,#iiot [729] #machinelearning,#ai [681] #ai,#python [675] #reactjs,#iot [358] #analytics,#ai [347] #datascientist,#datascience [346] #datascience,#cloudcomputing Top Word Pairs in Tweet in G2:
[117] smart,cities [77] smart,city [48] #smartcities,#smartcity [32] #iot,#smartcities [25] #ai,#blockchain [23] nordic,baltic [21] baltic,#smartcity [20] hiring,here's [20] here's,exciting [20] exciting,opportunity Top Word Pairs in Tweet in G3:
[37] smart,city [31] smartcities_hua,mohua_india [26] स,म [25] म,र [23] vizag_smartcity,coc_gvmc [20] र,क [19] gvmc_official,gummallasrijana [17] र,ट [17] cmofficeup,gopalji_tandon [17] gopalji_tandon,upgovt Top Word Pairs in Tweet in G4:
[33] interesting,comparison [33] comparison,forbes [33] forbes,explores [33] explores,parallels [33] parallels,between [33] between,self [33] self,driving [33] driving,cars [33] cars,popular [33] popular,video Top Word Pairs in Tweet in G5:
[179] smart,cities [93] ieee,smart [88] forget,check [88] check,presentation [88] presentation,tomorrow [88] tomorrow,ieee [88] cities,program [88] program,interested [88] interested,dlt's [87] hus_qy,forget Top Word Pairs in Tweet in G6:
[164] #scout2021,play [164] play,imp [164] imp,role [164] role,towards [164] towards,solutions [164] solutions,smartcity [164] smartcity,challenges [164] challenges,encouraged [164] encouraged,shri [164] shri,pradeep Top Word Pairs in Tweet in G7:
[39] smart,city [32] city,innovative [32] innovative,uses [32] uses,information [32] information,ict [32] ict,means [32] means,improve [32] improve,quality [32] quality,life [32] life,efficiency Top Word Pairs in Tweet in G8:
[61] conectividad,5g [61] 5g,#internet [61] #internet,#elsalvador [61] #elsalvador,lanzamiento [61] lanzamiento,satélites [61] satélites,internet [61] internet,satelital [60] monicataher,conectividad [60] satelital,increme Top Word Pairs in Tweet in G9:
[7] र,क [4] #प,ण [4] ण,डर [4] डर,क_प [4] क_प,र [4] smartcitysindia,smartcities_hua [4] smartcities_hua,smartcitiesin [4] smartcitiesin,smartcitiesind [3] #प,र [3] क,ग Top Word Pairs in Tweet in G10:
[46] #cities,apply [46] apply,#techforgood [46] #techforgood,inc [46] inc,#helsinki [46] #helsinki,#finland [46] #finland,#innovation [46] #innovation,program [46] program,using [46] using,#community [46] #community,#ideas 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 G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: