The graph represents a network of 5,466 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, 25 December 2020 at 01:45 UTC.
The requested start date was Friday, 25 December 2020 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 5-day, 18-hour, 20-minute period from Friday, 18 December 2020 at 11:06 UTC to Thursday, 24 December 2020 at 05:26 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 : 5466
Unique Edges : 6336
Edges With Duplicates : 14167
Total Edges : 20503
Number of Edge Types : 5
Retweet : 5191
MentionsInRetweet : 8295
Mentions : 5190
Tweet : 1488
Replies to : 339
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.0319385486153224
Reciprocated Edge Ratio : 0.0619000979431929
Connected Components : 690
Single-Vertex Connected Components : 321
Maximum Vertices in a Connected Component : 3590
Maximum Edges in a Connected Component : 17434
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.159864
Graph Density : 0.000341795191366809
Modularity : 0.434333
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,466 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, 25 December 2020 at 01:45 UTC.
The requested start date was Friday, 25 December 2020 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 5-day, 18-hour, 20-minute period from Friday, 18 December 2020 at 11:06 UTC to Thursday, 24 December 2020 at 05:26 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:
[1153] #rstats,#reactjs [1004] #analytics,#ai [633] #iot,#iiot [575] #ai,#iot [532] #bigdata,#datascience [530] #linux,#serverless [517] #ai,#rstats [517] #machinelearning,#bigdata [460] #reactjs,#machinelearning [428] tesla,autopilot Top Word Pairs in Tweet in G1:
[1147] #rstats,#reactjs [993] #analytics,#ai [616] #iot,#iiot [526] #bigdata,#datascience [524] #linux,#serverless [514] #ai,#rstats [513] #machinelearning,#bigdata [480] #ai,#iot [458] #reactjs,#machinelearning [425] tesla,autopilot Top Word Pairs in Tweet in G2:
[64] smartcities_hua,mohua_india [44] coc_gvmc,vizag_smartcity [34] mohua_india,smartcities_hua [31] vizag_smartcity,gummallasrijana [31] gummallasrijana,vizaggoap [29] #swachhsurvekshan2021visakhapatnam,awareness [29] awareness,quiz [29] quiz,coc_gvmc [26] gvmc_official,gummallasrijana [23] review,meeting Top Word Pairs in Tweet in G3:
[162] smart,cities [133] smart,city [32] uk,wide [32] wide,iot [32] iot,network [32] network,shake [32] shake,stagnant [32] stagnant,smart [32] city,market [31] read,more Top Word Pairs in Tweet in G4:
[34] smart,city [17] smart,cities [17] #smartcities,#smartcity [11] ट,स [10] स,म [10] म,र [10] र,ट [10] स,ट [8] #millennials,gen [8] gen,workers Top Word Pairs in Tweet in G5:
[80] #ai,#iot [50] #iot,#ml [41] #drones,flying [41] flying,firefighters [41] firefighters,12tmimi [41] 12tmimi,#ai [41] #ml,#5g [41] #5g,#dl [41] #dl,#mi [41] #mi,#digital Top Word Pairs in Tweet in G6:
[113] रव,द [81] क,र [80] क,ष [79] ष,त [78] ह,क [78] त,रव [78] द,क [77] हम,सब [77] त,क [77] र,जन Top Word Pairs in Tweet in G7:
[20] #edgetocloud,modernize [20] modernize,applications [20] applications,#iot [20] #iot,functions [20] functions,container [20] container,technology [17] technative,#edgetocloud [15] power,#smartcities [15] #smartcities,read [15] read,more Top Word Pairs in Tweet in G8:
[17] #smartcity,#hriday [15] #hriday,#amrut [11] #infraboost4warangal,#infraboost4warangal [9] dayakarrao2019,satyavathitrs [8] #warangal,#telangana [8] mc_gwmc,collector_wglu [7] news,article [6] respond,positively [6] attachment,news [6] ministerktr,dayakarrao2019 Top Word Pairs in Tweet in G9:
[25] band,together [25] together,#excelpoint [25] #excelpoint,bscl_bbsr [25] bscl_bbsr,stpiepbbs [25] stpiepbbs,find [25] find,solutions [25] solutions,#smartcities [25] #smartcities,#stpicoe [25] #stpicoe,#stpiindia [25] #stpiindia,stpinext Top Word Pairs in Tweet in G10:
[42] rbi,arunjaitley [42] arunjaitley,finminindia [42] finminindia,pmoindia [42] pmoindia,anilsharmaamrap [42] anilsharmaamrap,amrapaligolf [42] amrapaligolf,noidaflatbuyers [42] noidaflatbuyers,advbuyers [42] advbuyers,kingswoodbuyers [38] hellomanish_kr,rbi [4] kingswoodbuyers,amrakg_buyers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: